From 51e36e752242c14f79913f88e92597d0bf62a109 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:09:35 -0500
Subject: [PATCH 001/211] Change description for item 7

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 58593f4..3d9f5c1 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -93,7 +93,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-jstor-text-analysis-support
   description:
     This tutorial shows how to register for a JSTOR account and use the
-    JSTOR Text Analysis tools, which replace thenow-ended Constellate platform.
+    JSTOR Text Analysis tools, which replace the now-ended Constellate platform.
   technique:
     - Text and Data Mining
   tool:

From c2140f4a3805ba3acd6f58ac595f17acbcc790b6 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:11:57 -0500
Subject: [PATCH 002/211] Change item 10

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3d9f5c1..77d8670 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -134,8 +134,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-data-axle-historical-business-location-data
   description:
     The Data Axle Historical Business Location Data provides one data file
-    (.txt or .csv format) for each year. TheUS dataruns from 1997-2024 and contains
-    11-15 million records per year. TheCanadian dataruns from 2009-2023 and contains
+    (.txt or .csv format) for each year. TheUS data runs from 1997-2024 and contains
+    11-15 million records per year. The Canadian data runs from 2009-2023 and contains
     1.5-2.5 million records per year. Records provide information about business location
     (including address, census geography & lat/long coordinates (US database only)),
     number of employees, sales volume, NAICS & SIC codes, unique identifier across

From deb4a1e69b8081f74140a9a0b7e16e57ad496830 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:14:04 -0500
Subject: [PATCH 003/211] Change item 15

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 77d8670..3293375 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -213,8 +213,8 @@
     2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-getting-started-python-arcgis-pro-nov-17-2020
   description:
-    This page provides a presentation onGetting Started with Python in
-    ArcGIS Proas part of the Bits and Bytes Webinar Series hosted by the Map & Data
+    This page provides a presentation on Getting Started with Python in
+    ArcGIS Pro as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
     and tools, such as web archives, visualization, GIS and statistics.
   technique:

From f7a653a3eb4562dd7678564d91a3a8623a2dc9b9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:16:57 -0500
Subject: [PATCH 004/211] Change item 1

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3293375..6bf09eb 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -3,7 +3,7 @@
   title: Installing Power BI Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-power-bi-desktop
   description:
-    This tutorial will run you through the steps for installingPower BI
+    This tutorial will run you through the steps for installing Power BI
     Desktop on your own device. Power BI is Microsoft's Data Visualization tool, allowing
     users to turn their data into insightful visuals.
   technique:

From 9f7cfd021bf86f8460546381a495f1d35956e265 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:19:01 -0500
Subject: [PATCH 005/211] Change item 2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 6bf09eb..5a35a04 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -25,7 +25,7 @@
     - Data Visualization
   tool:
     - Power BI
-  dataFormat: Statistics
+  data Format: Statistics
   date: "2025-09-05"
   series: MDL Tutorials
   type: Tutorial

From c8e053d6a7ddf4ee26ddf8d695f5de887ad56980 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:25:22 -0500
Subject: [PATCH 006/211] Check item 3 and 4 and Change item 5

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 5a35a04..f4b6bfb 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -66,7 +66,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/moving-nvivo-maxqda
   description:
     To move between qualitative data analysis tools, you must put your
-    project file intoREFI-QDA standard.
+    project file into REFI-QDA standard.
   technique:
     - Qualitative Data Analysis
   tool:

From ddc439d84678674d5a0a6473f544060ad43d46b7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:29:09 -0500
Subject: [PATCH 007/211] Change item 6

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f4b6bfb..ca37554 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -78,7 +78,7 @@
   title: "MAXQDA: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/maxqda-information-resources-tutorials-and-workshops
   description:
-    MAXQDAis a program used for qualitative data analysis. It supports
+    MAXQDA is a program used for qualitative data analysis. It supports
     researchers in managing, organizing, and analyzing qualitative data to produce
     new insight, infer relationships, and identify themes.
   technique:

From 7ca4d87a6b3747eb5ae0f0a537616aed6fb887a0 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:33:59 -0500
Subject: [PATCH 008/211] Change item 11

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index ca37554..1dd185b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -148,7 +148,7 @@
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
   description:
-    The University of Toronto has licensed six separate datasets fromRevelio
+    The University of Toronto has licensed six separate datasets from Revelio
     Labs. These are workforce datasets that range in size from 1 to 4 TB. To facilitate
     easy access and querying across products, all datasets have been loaded into SciNet's
     supercomputing environment. Access to this environment can only be granted to

From 216db90d99d588ca5041c5433e990935366aa7cb Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:35:48 -0500
Subject: [PATCH 009/211] Change item 14

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1dd185b..9591545 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -180,8 +180,8 @@
   title: "Bits and Bytes Series: Canadian Census Discovery Portal (Sept. 22, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-canadian-census-discovery-portal-sept-22-2020
   description:
-    This page provides a presentation on theCanadian Census Discovery Portalas
-    part of the Bits and Bytes Webinar Serieshosted by the Map & Data Library that
+    This page provides a presentation on theCanadian Census Discovery Portal as
+    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.
   technique:

From 424dcadefbd7ffbbb801563be504dad12ae6c3aa Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:37:56 -0500
Subject: [PATCH 010/211] Change item 16

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9591545..645de6c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -234,7 +234,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description:
     This page provides a presentation on anIntroduction to Dataverse for
-    Sharing Dataas part of the Bits and Bytes Webinar Serieshosted by the Map & Data
+    Sharing Data as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
     and tools, such as web archives, visualization, GIS and statistics.
   date: "2025-02-13"

From 0659b2a717644239a050d1089c00ef0a538bb94d Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:39:57 -0500
Subject: [PATCH 011/211] Change item 17

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 645de6c..2a296c6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -244,8 +244,8 @@
   title: "Bits and Bytes Series: Introduction to Web APIs (Apr. 1, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-web-apis-apr-1-2021
   description:
-    This page provides a presentation on anIntroduction to Web APIsas part
-    of the Bits and Bytes Webinar Serieshosted by the Map & Data Library that features
+    This page provides a presentation on an Introduction to Web APIs as part
+    of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features
     presentations and demonstrations on data-related topics and tools, such as web
     archives, visualization, GIS and statistics.
   technique:

From 2db807c300aa2b21760e018480335f4ff0110a7f Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:41:49 -0500
Subject: [PATCH 012/211] Change item 18

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2a296c6..76a091b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -258,8 +258,8 @@
   title: "Bits and Bytes Series: Using LiDAR Data in ArcGIS Pro (Feb. 25, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-using-lidar-data-arcgis-pro-feb-25-2021
   description:
-    This page provides a presentation onUsing LiDAR Data in ArcGIS Proas
-    part of the Bits and Bytes Webinar Serieshosted by the Map & Data Library that
+    This page provides a presentation on Using LiDAR Data in ArcGIS Pro as
+    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.
   technique:

From 36119c9fce2574606bd15f4833e642401a96f9e9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:42:52 -0500
Subject: [PATCH 013/211] Change item 19

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 76a091b..d373be4 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -273,8 +273,8 @@
   title: "Bits and Bytes Series: Working with Web Archive Data (Sept. 29, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-working-web-archive-data-sept-29-2020
   description:
-    This page provides a presentation onWorking with Web Archive Dataas
-    part of the Bits and Bytes Webinar Serieshosted by the Map & Data Library that
+    This page provides a presentation onWorking with Web Archive Data as
+    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.
   technique:

From 1987006d646ad27712f56646b6b62383a2dfc610 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:49:51 -0500
Subject: [PATCH 014/211] Change Item 20

---
 _data/guides.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d373be4..331ec10 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -229,7 +229,7 @@
   type: Tutorial
 - id: 16
   title:
-    "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
+  "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
     1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description:
@@ -285,8 +285,7 @@
   type: Tutorial
 - id: 20
   title:
-    An Introduction to Programming for Absolute Beginners Using Python Pt. 2
-    (March 2025)
+    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description:
     This page provides a video recording of an introductory workshop on

From 5d38c9cb315236923b9f83cd71da3ccfe61160e9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 15:53:53 -0500
Subject: [PATCH 015/211] Change item 20

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 331ec10..b5144da 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -285,7 +285,7 @@
   type: Tutorial
 - id: 20
   title:
-    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2"
+    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description:
     This page provides a video recording of an introductory workshop on

From c355ef114e20d7fa6032a25f5aa8cb8c902d9d71 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:00:03 -0500
Subject: [PATCH 016/211] Change item 20 title

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b5144da..bd58aea 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -285,7 +285,7 @@
   type: Tutorial
 - id: 20
   title:
-    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)
+    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)”
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description:
     This page provides a video recording of an introductory workshop on

From de814cfce6950ba5cf5bb027719501473faac92c Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:14:26 -0500
Subject: [PATCH 017/211] Change item 32

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index bd58aea..a539521 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -459,9 +459,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
   description:
     This page provides a video recording of a workshop on various text
-    analysis tools.Please note thatConstellate is endingon July 1st, 2025. Some learning
-    materials will remain available afterwards.Please also note thatHathiTrust Research
-    Center will no longer be fundedby the end of 2026.
+    analysis tools.Please note thatConstellate is ending on July 1st, 2025. Some learning
+    materials will remain available afterwards.Please also note that Hathi Trust Research
+    Center will no longer be funded by the end of 2026.
   technique:
     - Text and Data Mining
     - Cleaning data
@@ -469,7 +469,7 @@
   tool:
     - Constellate
     - Digital Scholar Lab
-    - HathiTrust Research Center
+    - Hathi Trust Research Center
   date: "2025-01-28"
   series: MDL Tutorials
   type: Tutorial

From 6a194fc7685200e64703edd708062aca52dd1714 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:17:15 -0500
Subject: [PATCH 018/211] Change item 33

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a539521..0cb445a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -474,13 +474,13 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 33
-  title: "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
+  title: "Workshop Recording: Working with Messy Data in Open Refine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
-  description: This page provides a video recording of a workshop on OpenRefine.
+  description: This page provides a video recording of a workshop on Open Refine.
   technique:
     - Cleaning data
   tool:
-    - OpenRefine
+    - Open Refine
   date: "2025-01-28"
   series: MDL Tutorials
   type: Tutorial

From 6439a59310968935e8ec0dcd18c01176a80d988a Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:24:53 -0500
Subject: [PATCH 019/211] Change item 43

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0cb445a..f27f7e9 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -622,7 +622,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
   description:
     This page provides a video recording of an introductory workshop on
-    Constellate.Please note thatConstellate is endingon July 1st, 2025. Some learning
+    Constellate.Please note thatConstellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards.
   technique:
     - Text and Data Mining

From 4cb506069dccfe070905b624d8948e7508da572d Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:33:00 -0500
Subject: [PATCH 020/211] Change item 47

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f27f7e9..757cf05 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -680,10 +680,10 @@
   title: Installing and Licensing NVivo 15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
   description:
-    "This tutorial is for installing and licensingNVivo 15on Mac computers.Find
+    "This tutorial is for installing and licensing NVivo 15on Mac computers. Find
     information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users.Note: If you
-    need NVivo 14, please reach out to us using ourcontact form"
+    well as how to activate the license key for new and existing users. Note: If you
+    need NVivo 14, please reach out to us using our contact form"
   technique:
     - Qualitative Data Analysis
   tool:

From 6b5f079bcb181e3388009e0e0a17649985c7ed56 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:34:16 -0500
Subject: [PATCH 021/211] Change item 48

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 757cf05..f49f3f4 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -695,10 +695,10 @@
   title: Installing and Licensing NVivo 15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-windows
   description:
-    "This tutorial is for installing and licensingNVivo 15on Windows computers.Find
+    "This tutorial is for installing and licensing NVivo 15 on Windows computers. Find
     information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users.Note: If you
-    need NVivo 14, please reach out to us using ourcontact form"
+    well as how to activate the license key for new and existing users. Note: If you
+    need NVivo 14, please reach out to us using our contact form"
   technique:
     - Installation
   tool:

From 210beac8f12f48607ed54a1f8cc5864827dca952 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:36:21 -0500
Subject: [PATCH 022/211] Change item 49

---
 _data/guides.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f49f3f4..57edfed 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -718,7 +718,10 @@
     and contextual analysis.
   technique:
     - Searching for maps and data
-  dataFormat: Paper maps, Statistics, Vector
+  data Format: 
+    - Paper maps
+    - Statistics
+    - Vector
   date: "2024-08-12"
   series: MDL Tutorials
   type: Tutorial

From 9ea6b0ea127ee7afcd51b42177947664c11e7bec Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:37:34 -0500
Subject: [PATCH 023/211] Change item 50

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 57edfed..9e80ebc 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -736,7 +736,7 @@
     - Data Visualization
   tool:
     - R
-  dataFormat: Microdata
+  data Format: Microdata
   date: "2024-03-27"
   series: MDL Tutorials
   type: Tutorial

From 493e0a8399e11ae91c7f87190a5dd57979d6880c Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:38:29 -0500
Subject: [PATCH 024/211] Change item 51

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9e80ebc..d2f7519 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -750,7 +750,7 @@
     - Georeferencing
   tool:
     - ArcGIS Online
-  dataFormat: Raster
+  data Format: Raster
   date: "2024-03-15"
   series: MDL Tutorials
   type: Tutorial

From cc882183c7124de0b0e80c822460cc07dc4bef3d Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:47:45 -0500
Subject: [PATCH 025/211] Change dataFormat back

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d2f7519..b6c3d13 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -25,7 +25,7 @@
     - Data Visualization
   tool:
     - Power BI
-  data Format: Statistics
+  dataFormat: Statistics
   date: "2025-09-05"
   series: MDL Tutorials
   type: Tutorial
@@ -718,7 +718,7 @@
     and contextual analysis.
   technique:
     - Searching for maps and data
-  data Format: 
+  dataFormat: 
     - Paper maps
     - Statistics
     - Vector
@@ -736,7 +736,7 @@
     - Data Visualization
   tool:
     - R
-  data Format: Microdata
+  dataFormat: Microdata
   date: "2024-03-27"
   series: MDL Tutorials
   type: Tutorial
@@ -750,7 +750,7 @@
     - Georeferencing
   tool:
     - ArcGIS Online
-  data Format: Raster
+  dataFormat: Raster
   date: "2024-03-15"
   series: MDL Tutorials
   type: Tutorial

From 691cb26ffbc461b9d7aef1c26b7f74e708f41012 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:53:08 -0500
Subject: [PATCH 026/211] Change item 58

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b6c3d13..ddb63cd 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -864,7 +864,7 @@
     In order for many GIS functions to work properly, your datasets need
     to be stored in a common projected coordinate system. This guide will assist you
     with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection
-    is for your area of interest? Refer to thishelp documentor ask a staff member
+    is for your area of interest? Refer to this help document or ask a staff member
     for assistance in helping you determine it.)
   technique:
     - Projecting

From a07cc56df68da48f9d96dd434df4e381a73e9614 Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Fri, 5 Dec 2025 16:59:54 -0500
Subject: [PATCH 027/211] Change item 71

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index ddb63cd..0c9b098 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1058,8 +1058,8 @@
   title: Intermediate R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/intermediate-r-course
   description:
-    To get started with intermediate R, enroll in thisIntermediate Rquercus
-    coursehere. To enroll, you will need to use your UTORid login. This course consists
+    To get started with intermediate R, enroll in this Intermediate R quercus
+    course here. To enroll, you will need to use your UTORid login. This course consists
     of demonstration videos. By enrolling in this course, you can keep track of your
     progress! If you are a member of the public and you do not have a UTORid login,
     you can access the videos in the following guide below.

From c5de3ba926d22e8db7f85bc16b2f8728cdda006e Mon Sep 17 00:00:00 2001
From: Yiwen Su <238556454+suyiwen1202-afk@users.noreply.github.com.>
Date: Wed, 10 Dec 2025 14:12:09 -0500
Subject: [PATCH 028/211] 72 Change finished

---
 _data/guides.yml | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0c9b098..173f243 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1076,23 +1076,23 @@
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
   description:
-    "About this workshopWhat: This is a beginner to intermediate tutorial,
+    "About this workshop *What*: This is a beginner to intermediate tutorial,
     that will allow you to gain a deeper understanding of the uses and types of data
     that can be manipulated in Excel, an extremely popular spreadsheet software. Through
     practical exercises using real world data from the Toronto Transit Commission
     (TTC), you will learn important terminology and software features, and gain a
     better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization.Why: Excel is a popular spreadsheet software
+    as well as analysis and visualization. *Why*: Excel is a popular spreadsheet software
     that allows you to organize, modify and analyze your data. It remains one of the
     most widely used software for data analytics. A deeper understanding of Excel
     will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond.Who: This tutorial assumes you have used Excel before at a basic level,
+    and beyond. *Who*: This tutorial assumes you have used Excel before at a basic level,
     but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming!Software: Excel is freely availablefor
-    downloadfor University of Toronto staff, faculty and students.Note: This tutorial
-    is intended for Mac users. If you are using Windows, check out thistutorialinstead.Code
-    of Conduct: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out ourCode of Conduct.For help contact: Map
+    of knowledge of math, statistics, or programming! *Software*: Excel is freely available for
+    download for University of Toronto staff, faculty and students. Note: This tutorial
+    is intended for Mac users. If you are using Windows, check out this tutorial instead. *Code
+    of Conduct*: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
+    for learning. To learn more, check out ourCode of Conduct. *For help contact*: Map
     & Data Library,mdl@library.utoronto.ca"
   tool:
     - Excel

From c0b092d7cd3480224a36fda30c6ffc89ed2a4cdf Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 14:55:51 -0500
Subject: [PATCH 029/211] Change item 73

---
 _data/guides.yml | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 173f243..dec838a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1103,23 +1103,23 @@
   title: "Excel: Beyond The Basics - Windows"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
   description:
-    "About this workshopWhat: This is a beginner to intermediate tutorial,
+    "About this workshop **What**: This is a beginner to intermediate tutorial,
     that will allow you to gain a deeper understanding of the uses and types of data
     that can be manipulated in Excel, an extremely popular spreadsheet software. Through
     practical exercises using real world data from the Toronto Transit Commission
     (TTC), you will learn important terminology and software features, and gain a
     better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization.Why: Excel is a popular spreadsheet software
+    as well as analysis and visualization. **Why**: Excel is a popular spreadsheet software
     that allows you to organize, modify and analyze your data. It remains one of the
     most widely used software for data analytics. A deeper understanding of Excel
     will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond.Who: This tutorial assumes you have used Excel before at a basic level,
+    and beyond. **Who**: This tutorial assumes you have used Excel before at a basic level,
     but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming!Software: Excel is freely availablefor
-    downloadfor University of Toronto staff, faculty and students.Note: This tutorial
-    is intended for Windows users. If you are using a Mac, check out thistutorialinstead.Code
-    of Conduct: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out ourCode of Conduct.For help contact: Map
+    of knowledge of math, statistics, or programming! **Software**: Excel is freely available for
+    download for University of Toronto staff, faculty and students. **Note**: This tutorial
+    is intended for Windows users. If you are using a Mac, check out this tutorial instead. **Code
+    of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
+    for learning. To learn more, check out our Code of Conduct. **For help contact**: Map
     & Data Library,mdl@library.utoronto.ca"
   tool:
     - Excel

From e4a9f976eb99210985a5969c25fa3e83ea740855 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:01:43 -0500
Subject: [PATCH 030/211] 74 change

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index dec838a..a59b7e6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1130,8 +1130,9 @@
   title: Digital Scholar Lab - Collaboration and Notes
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collaboration-and-notes
   description:
-    Return to the main Gale Digital Scholar Lab tutorialHere is how to
-    collaborate between users in the Gale Digital Scholar Lab using the Workspace
+    Return to the main Gale Digital Scholar Lab tutorial 
+    
+    Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace
     and Notes features. This allows for a shared workspace and options for documenting
     your steps.
   tool:

From e202e1a917c40a380e57dcde110218b365e3884e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:29:26 -0500
Subject: [PATCH 031/211] Change 72 Again

---
 _data/guides.yml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a59b7e6..14c9d63 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1076,23 +1076,23 @@
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
   description:
-    "About this workshop *What*: This is a beginner to intermediate tutorial,
+    "About this workshop **What**: This is a beginner to intermediate tutorial,
     that will allow you to gain a deeper understanding of the uses and types of data
     that can be manipulated in Excel, an extremely popular spreadsheet software. Through
     practical exercises using real world data from the Toronto Transit Commission
     (TTC), you will learn important terminology and software features, and gain a
     better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization. *Why*: Excel is a popular spreadsheet software
+    as well as analysis and visualization. **Why**: Excel is a popular spreadsheet software
     that allows you to organize, modify and analyze your data. It remains one of the
     most widely used software for data analytics. A deeper understanding of Excel
     will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond. *Who*: This tutorial assumes you have used Excel before at a basic level,
+    and beyond. **Who**: This tutorial assumes you have used Excel before at a basic level,
     but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming! *Software*: Excel is freely available for
+    of knowledge of math, statistics, or programming! **Software**: Excel is freely available for
     download for University of Toronto staff, faculty and students. Note: This tutorial
-    is intended for Mac users. If you are using Windows, check out this tutorial instead. *Code
-    of Conduct*: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out ourCode of Conduct. *For help contact*: Map
+    is intended for Mac users. If you are using Windows, check out this tutorial instead. **Code
+    of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
+    for learning. To learn more, check out ourCode of Conduct. **For help contact**: Map
     & Data Library,mdl@library.utoronto.ca"
   tool:
     - Excel

From ceb3bf27fc3c0969e977350181eaf359ed2775e2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:30:43 -0500
Subject: [PATCH 032/211] Change 76

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 14c9d63..6d4f16c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1161,8 +1161,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/qualitative-data-analysis-software-options
   description:
     UofT currently subscribes to the latest few versions of NVivo. Consult
-    ourNVivo software license pageto request a license key. Consult ourgetting started
-    guide for NVivoor our for tutorials, resources, and workshop recordings to help
+    our NVivo software license page to request a license key. Consult our getting started
+    guide for NVivo or our for tutorials, resources, and workshop recordings to help
     you get started using the software.
   technique:
     - Qualitative Data Analysis

From 77e77a0c44585db8271716e47da9180828c16385 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:32:03 -0500
Subject: [PATCH 033/211] Change 77

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 6d4f16c..0596150 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1180,7 +1180,7 @@
     that none of these options (including NVivo transcription) provides a 100% perfectly
     accurate transcript. You will always have to go back in and correct your transcript.Note:
     If you want to pay a human to transcribe things accurately (so no or minimal correction
-    is needed later), you could tryRevorTranscript Divas."
+    is needed later), you could try Rev or Transcript Divas."
   technique:
     - Qualitative Data Analysis
   tool:

From 022f3d3dfedfeae358992259732ef45e58c1b346 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:40:24 -0500
Subject: [PATCH 034/211] Chang 80

---
 _data/guides.yml | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0596150..1cf5ff0 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1194,7 +1194,7 @@
   description:
     "This page provides an overview and tips for working as a team using
     NVivo. There are three main options: the manual way, the old collaboration cloud,
-    and the new collaboration cloud. There is alsoNVivo Collaboration Server, but
+    and the new collaboration cloud. There is also NVivo Collaboration Server, but
     that involves purchasing, setting up, and maintaining NVivo Server software, and
     it only works in a Windows environment with NVivo 12 or 13."
   technique:
@@ -1214,10 +1214,10 @@
     Intellectual Property Office (CIPO) Patent PostgreSQL Database. It will cover
     accessing the high performance computing environment, querying the database via
     SQL statements and from within a python script, and downloading the results of
-    the query.You will need a Compute Canada account with the proper credentials to
+    the query. You will need a Compute Canada account with the proper credentials to
     access this database. If you haven’t done so already, you should first follow
-    theinstructions to get your account set up.Note: This tutorial is intended for
-    Windows users. If you are using a Mac, check out thistutorialinstead."
+    the instructions to get your account set up. Note: This tutorial is intended for
+    Windows users. If you are using a Mac, check out this tutorial instead."
   date: "2023-01-05"
   series: MDL Tutorials
   type: Tutorial
@@ -1233,8 +1233,8 @@
     SQL statements and from within a python script, and downloading the results of
     the query.You will need a Compute Canada account with the proper credentials to
     access this database. If you haven’t done so already, you should first follow
-    theinstructions to get your account set up.Note: This tutorial is intended for
-    Mac users. If you are using Windows, check out thistutorialinstead."
+    the instructions to get your account set up. Note: This tutorial is intended for
+    Mac users. If you are using Windows, check out this tutorial instead."
   date: "2022-11-30"
   series: MDL Tutorials
   type: Tutorial

From 7c76092af9e925dda1735ab8992f9b1d5578f74a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:42:22 -0500
Subject: [PATCH 035/211] Change 81

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1cf5ff0..53f31b6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1243,9 +1243,11 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-mapping-and-spatial-analysis-qgis
   description:
     Learn the basics of GIS with open source software, QGIS (https://qgis.org).
-    This tutorial/workshop is made up of three modules.Module 1. Getting startedModule
-    2. Making a map using layoutsModule 3. Manipulating geospatial datasetsDownload
-    the datasets used for this workshop at this location:https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zipNote
+    This tutorial/workshop is made up of three modules. 
+    - Module 1. Getting started
+    - Module 2. Making a map using layouts
+    - Module 3. Manipulating geospatial datasets 
+    Download the datasets used for this workshop at this location:https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zipNote
     that while the examples shown in this tutorial were captured using the windows
     version of QGIS, all modules and operations can be completed using the linux or
     mac OS version of QGIS.

From 8b5d40ec8b30d6c5286fe2bfaf970a07a191b4bb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:43:06 -0500
Subject: [PATCH 036/211] Chang 82

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 53f31b6..537be38 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1264,7 +1264,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-course
   description:
     For a gentle and thorough introduction to R, enroll in thisIntroduction
-    to Rquercus coursehere. To enroll, you will need to use your UTORid login. This
+    to R quercus course here. To enroll, you will need to use your UTORid login. This
     course consists of demonstration video, activity and quizzes. By enrolling in
     this course, you can keep track of your progress! If you are a member of the public
     and you do not have a UTORid login, you can access the videos in the following

From 45dac77de17dd1a23dd69df7b32773a2cb54e7be Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:44:03 -0500
Subject: [PATCH 037/211] Chang 83

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 537be38..784936c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1284,7 +1284,7 @@
     the NVivo interface, importing data, and coding with nodes. Part 2 will explore
     the different types of queries you can run in NVivo. If you already have a grasp
     of the basics and are just interested in learning about queries, you can jump
-    right toPart 2.
+    right to Part 2.
   technique:
     - Qualitative Data Analysis
   tool:

From a177d9fd0039218bb06ea0d4da94457d8a8cb41a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:47:50 -0500
Subject: [PATCH 038/211] Chang 85

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 784936c..07873c8 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1317,7 +1317,7 @@
     navigating the NVivo interface, importing data, and coding with nodes. Part 2
     will explore the different types of queries you can run in NVivo. If you already
     have a grasp of the basics and are just interested in learning about queries,
-    you can jump right toPart 2.
+    you can jump right to Part 2.
   technique:
     - Qualitative Data Analysis
   tool:

From 481e92e16386fe3a3f5acdf1ae698cb2060158ef Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:49:12 -0500
Subject: [PATCH 039/211] Chang 86

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 07873c8..627dbd1 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1332,7 +1332,7 @@
     SimplyAnalyticsis a web-based data visualization application that can
     be used to create simple thematic maps and support analyses of socio-demographic
     data. This tutorial introduces SimplyAnalytics and its capabilities with the help
-    ofvideos produced by our colleagues at UTSC.
+    of videos produced by our colleagues at UTSC.
   technique:
     - Data Visualization
     - Mapping

From ee256363479c67a4be4a2b0e9454a6648cfa3008 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:50:04 -0500
Subject: [PATCH 040/211] change 87

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 627dbd1..1181f12 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1344,7 +1344,7 @@
 - id: 87
   title: "ArcGIS Pro: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-information-tutorials-and-workshops
-  description: ArcGIS Prois a desktop GIS software developed by Esri.
+  description: ArcGIS Pro is a desktop GIS software developed by Esri.
   technique:
     - Mapping
     - Spatial Analysis

From f8d8b4a10c69bc983af88a9f4385f48b88240626 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:50:51 -0500
Subject: [PATCH 041/211] Change 88

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1181f12..b9f3460 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1359,7 +1359,7 @@
   title: "ArcGIS Online: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-information-tutorials-and-workshops
   description:
-    ArcGIS Onlineis a web-based mapping software that allows you to build,
+    ArcGIS Online is a web-based mapping software that allows you to build,
     share, and access interactive web maps.
   technique:
     - Mapping

From 009ab9b50c1f737c524d9d7200f15b3e4b962e15 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:52:39 -0500
Subject: [PATCH 042/211] Change 89

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b9f3460..f00741b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1373,7 +1373,7 @@
   title: "ArcGIS StoryMaps: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-information-tutorials-and-workshops
   description:
-    ArcGIS StoryMapsis an online storytelling tool that allows users to
+    ArcGIS StoryMaps is an online storytelling tool that allows users to
     craft and publish powerful narratives using maps.
   technique:
     - Data Visualization

From db2c449f2a048246a0b29e8aafc8b3d52dc06a2b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:56:09 -0500
Subject: [PATCH 043/211] Change 94

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f00741b..813aa1d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1423,7 +1423,7 @@
   title: "ProQuest TDM Studio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/proquest-tdm-studio-information-tutorials-and-workshops
   description:
-    ProQuest TDM Studiois a web platform for running text analyses on thousands
+    ProQuest TDM Studio is a web platform for running text analyses on thousands
     of ProQuest materials, including but not limited to, ProQuest Dissertations &
     Theses and the New York Times.
   technique:

From 55dfc9645413e684132ed2e0d4cf64af4d7256d4 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:56:54 -0500
Subject: [PATCH 044/211] Change 93

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 813aa1d..cc6973d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1437,7 +1437,7 @@
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
   description:
-    TheGale Digital Scholar Labis a platform that allows users to discover
+    TheGale Digital Scholar Lab is a platform that allows users to discover
     and create collections of digitized texts from the Gale Historical Collections,
     run a variety of textual analysis on them, and visualize the resulting data.
   technique:

From b209ab28f82deeaf8174b8c369091f074fb71208 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:58:07 -0500
Subject: [PATCH 045/211] Change 93 again

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index cc6973d..97b0912 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1437,7 +1437,7 @@
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
   description:
-    TheGale Digital Scholar Lab is a platform that allows users to discover
+    The Gale Digital Scholar Lab is a platform that allows users to discover
     and create collections of digitized texts from the Gale Historical Collections,
     run a variety of textual analysis on them, and visualize the resulting data.
   technique:

From f6ce115e106116f87ff528ef67618b7b6328eeae Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:58:54 -0500
Subject: [PATCH 046/211] Change 94

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 97b0912..11eff53 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1453,7 +1453,7 @@
   title: "Gephi: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gephi-information-tutorials-and-workshops
   description:
-    Gephiis an open-source network analysis and visualization program that
+    Gephi is an open-source network analysis and visualization program that
     allows users to analyze and display relationships between individuals, groups,
     and other entities in a network.
   technique:

From d62fe41714a668c6fca2ef563a0c5dee758cd91f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 15:59:53 -0500
Subject: [PATCH 047/211] Change 95

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 11eff53..c636d41 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1467,7 +1467,7 @@
   title: "NVivo: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/nvivo-information-resources-tutorials-and-workshops
   description:
-    NVivois a program used for qualitative data analysis. It supports researchers
+    NVivo is a program used for qualitative data analysis. It supports researchers
     in managing, organizing, and analyzing qualitative data to produce new insight,
     infer relationships, and identify themes.
   technique:

From 5b957dd1ef04ae174caf291a2db6e6fc6310abbd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 16:52:54 -0500
Subject: [PATCH 048/211] Change 96

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index c636d41..d567db2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1481,10 +1481,10 @@
   title: "R and RStudio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-and-rstudio-information-tutorials-and-workshops
   description:
-    Ris a programming language and a free software environment to write
-    and execute the R language.RStudiois an Integrated Development Environment that
+    R is a programming language and a free software environment to write
+    and execute the R language. RStudio is an Integrated Development Environment that
     provides free and open-source tools for R. While you can run your data analysis
-    in the basic R environment, RStudio has a more intuitive interface and more tools
+    in the basic R environment, R Studio has a more intuitive interface and more tools
     to help you write your R code.
   technique:
     - Converting data formats

From ef994fd7bd89865a4b9039345001e042eecb8f08 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 16:59:54 -0500
Subject: [PATCH 049/211] Change 101

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d567db2..cf754e0 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1499,7 +1499,7 @@
   title: "Stata: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-information-tutorials-and-workshops
   description:
-    Statais a statistical software for data manipulation, data visualization
+    Stata is a statistical software for data manipulation, data visualization
     and data analysis.
   technique:
     - Converting data formats
@@ -1559,8 +1559,8 @@
   title: Digital Scholar Lab - Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-analysis
   description:
-    Return to the main Gale Digital Scholar Lab tutorialThis tutorial demonstrates
-    how to use theDigital Scholar Lab's six analysis tools.Please note that Gale is
+    Return to the main Gale Digital Scholar Lab tutorial This tutorial demonstrates
+    how to use the Digital Scholar Lab's six analysis tools. Please note that Gale is
     periodically adding new documents to their collections, so your document counts
     and results may look slightly different from our screenshots and examples below.
   technique:

From 9253c25f61a6331d8f6215f805e02a1a40e78248 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:02:31 -0500
Subject: [PATCH 050/211] Change 101 and 102

---
 _data/guides.yml | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index cf754e0..02a4d54 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1559,8 +1559,9 @@
   title: Digital Scholar Lab - Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-analysis
   description:
-    Return to the main Gale Digital Scholar Lab tutorial This tutorial demonstrates
-    how to use the Digital Scholar Lab's six analysis tools. Please note that Gale is
+    Return to the main Gale Digital Scholar Lab tutorial 
+    
+    This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. Please note that Gale is
     periodically adding new documents to their collections, so your document counts
     and results may look slightly different from our screenshots and examples below.
   technique:
@@ -1575,8 +1576,9 @@
   title: Digital Scholar Lab - Cleaning
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-cleaning
   description:
-    Return to the main Gale Digital Scholar Lab tutorialThis tutorial demonstrates
-    how to use and customize the Digital Scholar Lab's cleaning configurations.Please
+    Return to the main Gale Digital Scholar Lab tutorial 
+    
+    This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. Please
     note that Gale is periodically adding new documents to their collections, so your
     document counts and results may look slightly different from our screenshots and
     examples below.

From 662d1fc3ab31f76164362f0acf42173f82403302 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:03:16 -0500
Subject: [PATCH 051/211] Change 103

---
 _data/guides.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 02a4d54..f531e2f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1593,9 +1593,10 @@
   title: Digital Scholar Lab - Collections
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collections
   description:
-    Return to the main Gale Digital Scholar Lab tutorialThis tutorial shows
-    you how to create a collection in the Digital Scholar Lab, both by searching Gale
-    Primary Sources and by uploading your own texts.Please note that Gale is periodically
+    Return to the main Gale Digital Scholar Lab tutorial
+    
+    This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale
+    Primary Sources and by uploading your own texts. Please note that Gale is periodically
     adding new documents to their collections, so your document counts and results
     may look slightly different from our screenshots and examples below.
   technique:

From 57f7eba3197e9e6a31a7a5940d2ce9f1605527e9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:04:50 -0500
Subject: [PATCH 052/211] Change 104

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f531e2f..e53e1bf 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1611,8 +1611,9 @@
   title: Digital Scholar Lab - Export
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-export
   description:
-    Return to the main Gale Digital Scholar Lab tutorialThis tutorial demonstrates
-    how to export documents and metadata from the Digital Scholar Lab.Please note
+    Return to the main Gale Digital Scholar Lab tutorial
+    
+    This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note
     that Gale is periodically adding new documents to their collections, so your document
     counts and results may look slightly different from our screenshots and examples
     below.

From 51a42169a7fc250b653e65a01dcc258a0ea5256e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:05:51 -0500
Subject: [PATCH 053/211] Change 106

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index e53e1bf..8e2d838 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1637,13 +1637,13 @@
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
   description:
-    "This tutorial will help you get up and running querying theWeb of
+    "This tutorial will help you get up and running querying the Web of
     Science PostgreSQL databaseon a Mac computer. It will cover accessing the high
     performance computing environment, querying the database via SQL statements and
-    from within a python script, and downloading the results of the query.You will
+    from within a python script, and downloading the results of the query. You will
     need a Compute Canada account with the proper credentials to access this database.
     If you haven’t done so already, you should first follow theinstructions to get
-    your account set up.Note: This tutorial is intended for Mac users. If you are
+    your account set up. Note: This tutorial is intended for Mac users. If you are
     using Windows, check out thistutorialinstead."
   date: "2022-02-07"
   series: MDL Tutorials

From 088ca638bbdb9a5c759e8eb4c6bb93430ed9833d Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:07:42 -0500
Subject: [PATCH 054/211] Change 107

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 8e2d838..52605a7 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1652,14 +1652,14 @@
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
   description:
-    "This tutorial will help you get up and running querying theWeb of
+    "This tutorial will help you get up and running querying the Web of
     Science PostgreSQL database. It will cover accessing the high performance computing
     environment, querying the database via SQL statements and from within a python
     script, and downloading the results of the query.You will need a Compute Canada
     account with the proper credentials to access this database. If you haven’t done
-    so already, you should first follow theinstructions to get your account set up.Note:
+    so already, you should first follow the instructions to get your account set up. Note:
     This tutorial is intended for Windows users. If you are using a Mac, check out
-    thistutorialinstead."
+    this tutorial instead."
   date: "2022-01-26"
   series: MDL Tutorials
   type: Tutorial

From 779d4cbe5022b34131f455ee724495c3250b76a0 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:08:58 -0500
Subject: [PATCH 055/211] Change 110

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 52605a7..71c1149 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1691,7 +1691,7 @@
   title: ArcGIS Online Part II  (November 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-ii-november-2021
   description:
-    The following slide deck will guide you through Part 2 of the  ArcGIS
+    The following slide deck will guide you through Part 2 of the ArcGIS
     Online workshop. Part 2 covers topics such as choropleth mapping, spatial analytic
     tools, and linking ArcGIS Pro to ArcGIS Online.
   technique:

From 235fa69b86b5362abbc773037608c837b75c5746 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 10 Dec 2025 17:13:15 -0500
Subject: [PATCH 056/211] Change 119

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 71c1149..0e8de83 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1812,7 +1812,7 @@
   title: How to Access Online GIS Classes in ESRI Academy
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-online-gis-classes-esri-academy
   description:
-    ​University of Toronto community members can access online GIS courses
+   ​University of Toronto community members can access online GIS courses
     through ESRI Academy. Content is designed for beginners and experienced users.
   tool:
     - ArcGIS
@@ -1826,9 +1826,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-constellate
   description:
     This tutorial walks you through accessing Constellate using the University
-    of Toronto's institutional privileges. Please see ourgeneral Constellate pagefor
-    more information and see ourtutorial on creating a datasetonce you have logged
-    in.Please note thatConstellate is endingon July 1st, 2025. Some learning materials
+    of Toronto's institutional privileges. Please see ourgeneral Constellate page for
+    more information and see ourtutorial on creating a dataset once you have logged
+    in. Please note that Constellate is ending on July 1st, 2025. Some learning materials
     will remain available afterwards.
   tool:
     - Constellate

From 59dec0d431a60f773607e2f2464e78824f77b0f7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:35:58 -0500
Subject: [PATCH 057/211] Chang 120

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0e8de83..b4d8d7a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1841,7 +1841,7 @@
   description:
     This tutorial shows you how to build a dataset in Constellate. We recommend
     reading ourgeneral information on Constellatefirst. Please also see thisaccess
-    tutorialin order to log in with institutional privileges.Please note thatConstellate
+    tutorial in order to log in with institutional privileges. Please note that Constellate
     is endingon July 1st, 2025. Some learning materials will remain available afterwards.
   technique:
     - Data Visualization

From f87ec4db1c22b2b15b439d92eac3b3a5867d8c3e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:43:13 -0500
Subject: [PATCH 058/211] Change 119 and 120 again

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b4d8d7a..6e66499 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1826,8 +1826,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-constellate
   description:
     This tutorial walks you through accessing Constellate using the University
-    of Toronto's institutional privileges. Please see ourgeneral Constellate page for
-    more information and see ourtutorial on creating a dataset once you have logged
+    of Toronto's institutional privileges. Please see our general Constellate page for
+    more information and see our tutorial on creating a dataset once you have logged
     in. Please note that Constellate is ending on July 1st, 2025. Some learning materials
     will remain available afterwards.
   tool:
@@ -1840,9 +1840,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
   description:
     This tutorial shows you how to build a dataset in Constellate. We recommend
-    reading ourgeneral information on Constellatefirst. Please also see thisaccess
+    reading ourgeneral information on Constellate first. Please also see this access
     tutorial in order to log in with institutional privileges. Please note that Constellate
-    is endingon July 1st, 2025. Some learning materials will remain available afterwards.
+    is ending on July 1st, 2025. Some learning materials will remain available afterwards.
   technique:
     - Data Visualization
     - Cleaning data

From cae3c930035d8d12efa1131478d235fc78797b03 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:51:30 -0500
Subject: [PATCH 059/211] Change 120 again

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 6e66499..d7d6149 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1840,7 +1840,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
   description:
     This tutorial shows you how to build a dataset in Constellate. We recommend
-    reading ourgeneral information on Constellate first. Please also see this access
+    reading our general information on Constellate first. Please also see this access
     tutorial in order to log in with institutional privileges. Please note that Constellate
     is ending on July 1st, 2025. Some learning materials will remain available afterwards.
   technique:

From 4661728d6cf0a92da40d3a00446aa83de83d19e6 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:52:56 -0500
Subject: [PATCH 060/211] Change 121

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d7d6149..96a052b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1859,7 +1859,7 @@
     This guide gives users an introduction to SAS. The topics covered are
     importing, exploring, modifying, and managing data. It has been created using
     SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic
-    flights in January 2020[1]. For additional support, fill out thesupport request
+    flights in January 2020[1]. For additional support, fill out the support request
     form.
   tool:
     - SAS

From 96faf4316d3e95f4013841f6f53c197dff39d794 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:54:45 -0500
Subject: [PATCH 061/211] Change 122

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 96a052b..dc146f6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1872,8 +1872,8 @@
   description:
     This tutorial will teach you the basic features in Gephi that will
     allow you to visualize network data. This tutorial is part of a longer workshop,
-    “An Introduction to Network Visualization and Analysis.” You candownload the workshop
-    materials(alternate workshop materials download) andwatch the recording (1:44:18)to
+    “An Introduction to Network Visualization and Analysis.” You can download the workshop
+    materials (alternate workshop materials download) and watch the recording (1:44:18) to
     learn more about network theory and see video demonstrations of working with Gephi.
   technique:
     - Data Visualization

From 410157503a670f0442b6689480c97676c82eb736 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 14:59:08 -0500
Subject: [PATCH 062/211] Change 126

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index dc146f6..216f53c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1930,7 +1930,7 @@
   title: Downloading Data from GeoGratis
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-data-geogratis
   description:
-    National Resources Canada (NRCAN)produced a portal called GeoGratis
+    *National Resources Canada* *(NRCAN)* produced a portal called GeoGratis
     for allowing access to, and downloads of, their high-quality, free, and publicly
     available maps and geospatial data. This tutorial guides you in navigating their
     Product Index to find data on a specific location, and it is easily adaptable

From dad91a451fc0b03ec4a40c068ed4a47e6377c3b2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 15:00:36 -0500
Subject: [PATCH 063/211] Change 128

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 216f53c..112b29f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1963,8 +1963,9 @@
   title: Logging into Digital Scholar Lab through the Catalog
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-digital-scholar-lab-through-catalog
   description:
-    Return to the main Gale Digital Scholar Lab tutorialThis short guide
-    provides instructions on how to log into theGale Digital Scholar Labvia the University
+    Return to the main Gale Digital Scholar Lab tutorial
+    
+    This short guide provides instructions on how to log into theGale Digital Scholar Labvia the University
     of Toronto institutional access.
   tool:
     - Digital Scholar Lab

From 6783a8e61d224f666778fdec7bd11602db208ba6 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 15:01:41 -0500
Subject: [PATCH 064/211] Change 129

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 112b29f..54b8659 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1978,7 +1978,7 @@
   description:
     This guide helps you get started with the R and RStudio software and
     R code. You can install R from theR homepage. And you can install RStudio from
-    theRStudio homepage. A more thorough introduction to the R language is coveredhere.
+    the RStudio homepage. A more thorough introduction to the R language is covered here.
   tool:
     - R
   date: "2020-07-03"

From 8b94c20d7722de0cdf15ee845e5c82bf376b3842 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 15:21:35 -0500
Subject: [PATCH 065/211] Change 132

---
 _data/guides.yml | 23 +++++++++++++++--------
 1 file changed, 15 insertions(+), 8 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 54b8659..9087540 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2011,14 +2011,21 @@
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description:
-    "This tutorial introducesGale's Digital Scholar Lab(DSL), a digital
-    humanities tool. In this tutorial, you will learn how to:Build a collection of
-    texts, including uploading your own materialsCreate collaborative workspacesClean
-    textsRun analytical tools on texts and visualize the resultsDownload the data,
-    graphs, and other visualizations produced through this toolDownload the scanned
-    texts in your collection, so that you can use them in other programsFind additional
-    training and resourcesNote: Gale periodically updates the Digital Scholar Lab,
-    so some features of this tutorial might not always match the latest interface.
+    "This tutorial introduces Gale's Digital Scholar Lab(DSL), a digital
+    humanities tool. In this tutorial, you will learn how to: Build a collection of
+    texts, including uploading your own materials 
+    
+    - Create collaborative workspaces
+    
+    - Clean textsRun analytical tools on texts and visualize the results
+    
+    - Download the data, graphs, and other visualizations produced through this tool
+    
+    - Download the scanned texts in your collection, so that you can use them in other programsFind additional
+    training and resources
+    
+    *Note: Gale periodically updates the Digital Scholar Lab,
+    so some features of this tutorial might not always match the latest interface.*
     This tutorial was last updated in March 2023."
   technique:
     - Text and Data Mining

From 0dbc5d1b89661f2c6a21745de99e883e428a496b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 15:55:40 -0500
Subject: [PATCH 066/211] Change 135

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9087540..78104c2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2071,10 +2071,10 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-tableau-desktop-beginner-intermediate
   description:
     This is a beginner-to-intermediate level tutorial for Tableau Desktop
-    version 2020.2.To acquire a free student, researcher, or instructor license for
-    Tableau Desktop, please followthese licensing and installation instructions. If
+    version 2020.2. To acquire a free student, researcher, or instructor license for
+    Tableau Desktop, please follow these licensing and installation instructions. If
     you want to learn this material in an online, self-paced course, with video instructions,
-    you can self-enroll in ourPractice with Tableau course.
+    you can self-enroll in our Practice with Tableau course. 
   technique:
     - Data Visualization
   tool:

From 0f6de54491bf398f8bd440e773cde23ae20e07d7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 15:57:15 -0500
Subject: [PATCH 067/211] Change 136

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 78104c2..5403e95 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2088,7 +2088,7 @@
   description:
     "NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO
     LONGER PROVIDING FREE LICENSES FOR TABLEAU DESKTOP FOR STUDENTS. INSTEAD, STUDENTS
-    SHOULD DOWNLOAD AND USE THE FREE VERSION,TABLEAU PUBLIC, WHICH IS VERY SIMILAR.This
+    SHOULD DOWNLOAD AND USE THE FREE VERSION, TABLEAU PUBLIC, WHICH IS VERY SIMILAR.This
     is a guide to installing and running Tableau Desktop on your personal computer."
   technique:
     - Installation

From fe12a0cc66be127cc47f472a3e357c41f9ff5e05 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:01:14 -0500
Subject: [PATCH 068/211] Change 138

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 5403e95..cc93084 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2120,7 +2120,7 @@
   description:
     The goal of this activity is to try out running Python in OpenRefine.
     We will use it to make an API call to augment our books dataset with information
-    on the authors from Wikipedia.Note:Complete Augmenting Activities1,2&3first before
+    on the authors from Wikipedia. Note: Complete Augmenting Activities 1, 2 & 3 first before
     attempting this activity.
   technique:
     - Cleaning data

From d99f637b47e7ca8cfcdfc13ecaa20fa1c3bd0ec9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:02:44 -0500
Subject: [PATCH 069/211] Change 139

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index cc93084..7f1000d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2136,8 +2136,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
   description:
     This tutorial will show you how to use the Add Column by Fetching URLs
-    feature in OpenRefine.Note:Complete Augmenting Activities1&2first before attempting
-    this activity.
+    feature in OpenRefine. *Note:Complete Augmenting Activities 1 & 2 first before attempting
+    this activity.*
   technique:
     - Cleaning data
     - Extracting data

From c1cadfb2c19134a2133c0e46f97ecf071aaa83cb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:04:40 -0500
Subject: [PATCH 070/211] Change 140

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 7f1000d..3fa3552 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2150,9 +2150,9 @@
   title: "OpenRefine Augmenting Activity 1: Preparing the data"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
   description:
-    "In this tutorial, we will begin work on augmenting datasets.Note:
-    This is an advanced tutorial. If you are new to OpenRefine, please begin withOpenRefine
-    tutorial 1. This tutorial has been developed for OpenRefine version 3.7.5"
+    "In this tutorial, we will begin work on augmenting datasets. *Note:
+    This is an advanced tutorial. If you are new to OpenRefine, please begin with OpenRefine
+    tutorial 1. This tutorial has been developed for OpenRefine version 3.7.5"*
   technique:
     - Cleaning data
   tool:

From 8323e46709ee8323e746dc80de1f797b68ada41e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:06:46 -0500
Subject: [PATCH 071/211] Change 141

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3fa3552..1116f83 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2165,9 +2165,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description:
     This tutorial will teach you how to use OpenRefine's reconciliation
-    service to connect data in your dataset with Wikidata.Note 1:CompleteAugmenting
-    activity 1first before attempting this activity.Note 2:In order to complete this
-    activity, you need to be running the latest version of OpenRefine.
+    service to connect data in your dataset with Wikidata. ***Note 1:*** *Complete Augmenting
+    activity 1 first before attempting this activity.* ***Note 2:*** *In order to complete this
+    activity, you need to be running the latest version of OpenRefine.*
   technique:
     - Cleaning data
     - Extracting data

From 60285230fe94488fe93bc49ecdbd3bfe31258c5b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:12:46 -0500
Subject: [PATCH 072/211] Change 141 again

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1116f83..3f47fee 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2165,8 +2165,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description:
     This tutorial will teach you how to use OpenRefine's reconciliation
-    service to connect data in your dataset with Wikidata. ***Note 1:*** *Complete Augmenting
-    activity 1 first before attempting this activity.* ***Note 2:*** *In order to complete this
+    service to connect data in your dataset with Wikidata. ***Note 1:*** *Complete [Augmenting
+    activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* ***Note 2:*** *In order to complete this
     activity, you need to be running the latest version of OpenRefine.*
   technique:
     - Cleaning data
@@ -2180,7 +2180,7 @@
   title: OpenRefine Tutorial 4. 311 Calls Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-4-311-calls-activity
   description:
-    "This tutorial has been developed for OpenRefine version 3.7.5Update:
+    "This tutorial has been developed for OpenRefine version 3.7.5 Update:
     please note that as of March 18, 2020, Open Data Toronto has suspended service
     and so their service is not available for API calls. Until service resumes, please
     skip step 3, and during step 5, please chose to Get Data From: This Computer and

From 5f3c170d61e06e98d635400b6a93962f9f2b2dcb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:32:14 -0500
Subject: [PATCH 073/211] Change 142 (without sample data)

---
 _data/guides.yml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3f47fee..495ac5e 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2180,13 +2180,13 @@
   title: OpenRefine Tutorial 4. 311 Calls Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-4-311-calls-activity
   description:
-    "This tutorial has been developed for OpenRefine version 3.7.5 Update:
+    *"This tutorial has been developed for OpenRefine version 3.7.5 Update:
     please note that as of March 18, 2020, Open Data Toronto has suspended service
     and so their service is not available for API calls. Until service resumes, please
     skip step 3, and during step 5, please chose to Get Data From: This Computer and
     select the 311.json file in the packaged workshop files. This represents a snapshot
-    of the data that will work with the exercises. Please feel free to emailmdl@library.utoronto.caif
-    you run into difficulties.Sometimes you don't have your data in a file. Instead
+    of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca if
+    you run into difficulties.* Sometimes you don't have your data in a file. Instead
     you want to use an API call to pull data from elsewhere. OpenRefine can help you
     make these calls and parse the data you receive.The goal of this activity is to
     create a new project by pulling in 311 call data from the City of Toronto into
@@ -2194,10 +2194,10 @@
     API call to download a subset of 311 call data in JSON format, and then use OpenRefine
     to parse that data and put it into a tabular format. You will then use GREL to
     further manipulate the data (especially working with date formats) and make some
-    discoveries.Note:This assumes that you have learned the basics of OpenRefine already
-    through theSurvey of Household Spending activityand theCitizen Science activity.
-    This also assumes that you have a basic understanding ofAPIsandJSON.The 311 JSON
-    dataset can be found in thesample datain case the API call does not work."
+    discoveries.***Note:*** *This assumes that you have learned the basics of OpenRefine already
+    through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity).
+    This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON
+    dataset can be found in the sample datain case the API call does not work."***
   technique:
     - Cleaning data
     - Extracting data

From 2d18b135af0e1625fb6388f9a3cfdc62a532ea4b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:44:27 -0500
Subject: [PATCH 074/211] Change 141 and 142 again

---
 _data/guides.yml | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 495ac5e..141b45b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2197,7 +2197,7 @@
     discoveries.***Note:*** *This assumes that you have learned the basics of OpenRefine already
     through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity).
     This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON
-    dataset can be found in the sample datain case the API call does not work."***
+    dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work."***
   technique:
     - Cleaning data
     - Extracting data
@@ -2210,18 +2210,19 @@
   title: OpenRefine Tutorial 3. Regular Expressions (Regex) Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-3-regular-expressions-regex-activity
   description:
-    This tutorial has been developed for OpenRefine version 3.7.5You were
-    introduced to GREL in the previous activity, so you know that GREL is a powerful
+    *This tutorial has been developed for OpenRefine version 3.7.5*
+    
+    You were introduced to GREL in the previous activity, so you know that GREL is a powerful
     tool for cleaning/editing your data. You can make GREL even more powerful by learning
     how to use regular expressions (aka regex). A regular expression is a sequence
     of characters that define a search pattern – it is used to search for matches
     within text. In OpenRefine, you can use it in your GREL expressions to create
     sophisticated patterns describing what type of information you want to find within
     your dataset, then do something with the matching text (edit it, delete it, put
-    it in a new column, etc.).This activity assumes you have already completed theSurvey
-    of Household SpendingandCitizen Scienceactivities, have a familiarity with OpenRefine
+    it in a new column, etc.). This activity assumes you have already completed the [Survey
+    of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine
     and know how to create simple GREL expressions. Before you begin, please download
-    theOpenRefine workshop sample datasets, if you have not already.
+    the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
   technique:
     - Cleaning data
   tool:

From 637844f33ca88bec7a21cb705e403c1dbc3bb7ac Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:52:33 -0500
Subject: [PATCH 075/211] Change 145 (include all links)

---
 _data/guides.yml | 15 +++++++++------
 1 file changed, 9 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 141b45b..7c0d06f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2260,18 +2260,21 @@
   title: OpenRefine Tutorial 2. Citizen Science Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity
   description:
-    "This tutorial has been developed for OpenRefine version 3.7.5We are
-    going to work with a bit messier dataset now for the next few tasks. This is a
+    "*This tutorial has been developed for OpenRefine version 3.7.5*
+    
+    We are going to work with a bit messier dataset now for the next few tasks. This is a
     citizen science dataset captured using an app called iNaturalist. The data was
-    captured for a city nature challenge and shared ondata.world. This activity will
+    captured for a city nature challenge and shared on [data.world](https://data.world/). This activity will
     showcase some more features in OpenRefine.The goal of this activity is to create
     a new project with this citizen science dataset and work with the data. You will
     use clustering to improve the consistency of the dataset. You will also perform
     various manipulations, such as split and concatenate. Finally, you will learn
     various ways to remove columns and rows, and work with the Undo/Redo features
-    in OpenRefine.Before you begin, please download theOpenRefine workshop sample
-    datasets, if you have not already.Note: This assumes that you have learned the
-    basics of OpenRefine already through theSurvey of Household Spending activity."
+    in OpenRefine. Before you begin, please download the OpenRefine workshop sample
+    datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
+    
+    ***Note***: *This assumes that you have learned the
+    basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*"
   technique:
     - Cleaning data
   tool:

From 3cfd7b3900ef38cfb5f3563706274e60ad64fd1f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 11 Dec 2025 16:58:02 -0500
Subject: [PATCH 076/211] Change 147

---
 _data/guides.yml | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 7c0d06f..bfd3970 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2301,18 +2301,20 @@
   title: OpenRefine Tutorial 1. Survey of Household Spending Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity
   description:
-    This tutorial has been developed for OpenRefine version 3.7.5Please
-    note that we also have converted some of this tutorial into a self-paced course
-    with videos. U of T students, staff, and faculty canenroll in our OpenRefine Quercus
-    course.This is the first activity in this tutorial series, and assumes no prior
+    *This tutorial has been developed for OpenRefine version 3.7.5*
+    
+    Please note that we also have converted some of this tutorial into a self-paced course
+    with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus
+    course](http://q.utoronto.ca/enroll/E4JKAW).This is the first activity in this tutorial series, and assumes no prior
     knowledge of OpenRefine. In this activity you will be importing a spreadsheet
     of data into OpenRefine and exploring it. The goal of this activity is to use
     a simple dataset to introduce you to the OpenRefine user interface and some of
     the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,”
     but provides some of the core knowledge needed to work with messier datasets in
     later activities. If you need a copy of OpenRefine on your personal computer, please
-    follow theseinstallation instructions.Before you begin, please download theOpenRefine
-    workshop sample datasets.
+    follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions). 
+    
+    Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip).
   technique:
     - Cleaning data
   tool:

From 6880f25bc151d2c60b85742560cf48801e48401a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:14:48 -0500
Subject: [PATCH 077/211] Change 150

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index bfd3970..79a6237 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2348,7 +2348,7 @@
 - id: 150
   title: Helpful tips when using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/helpful-tips-when-using-scholars-geoportal
-  description: Pleasevisit this linkfor extensive help with Scholars GeoPortal.
+  description: Please visit this link for extensive help with Scholars GeoPortal.
   tool:
     - Scholars GeoPortal
   date: "2018-02-07"

From 2bd9f31128d62267ecf79af10a241a72254ba728 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:20:56 -0500
Subject: [PATCH 078/211] Change 150 (add link)

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 79a6237..bf75e4b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2348,7 +2348,7 @@
 - id: 150
   title: Helpful tips when using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/helpful-tips-when-using-scholars-geoportal
-  description: Please visit this link for extensive help with Scholars GeoPortal.
+  description: Please [visit this link](http://guides.scholarsportal.info.myaccess.library.utoronto.ca/geoportal/usinggeoportal) for extensive help with Scholars GeoPortal.
   tool:
     - Scholars GeoPortal
   date: "2018-02-07"

From c470f65d93a62c5548440ba96bcca7ce3bb9a267 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:25:25 -0500
Subject: [PATCH 079/211] Change 151

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index bf75e4b..3a37b4f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2359,9 +2359,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
   description:
     "This guide is primarily designed to help users unfamiliar with the
-    CANSIM database to find and download data through CHASS.Please notethat a University
-    of Toronto IP address is required to access CHASS.Note: CANSIM data may also be
-    accessed through the Statistics Canada website. Tutorial availablehere."
+    CANSIM database to find and download data through CHASS. **Please note** that a University
+    of Toronto IP address is required to access CHASS. 
+    CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide)."
   technique:
     - Searching for maps and data
   tool:

From f400f64e542c3185705f599cf71f970faf0eaab9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:29:23 -0500
Subject: [PATCH 080/211] Change 153

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3a37b4f..a90c9c6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2391,7 +2391,7 @@
   title: Extracting/downloading data using CHASS Canadian Census Analyser
   url: https://mdl.library.utoronto.ca/technology/tutorials/extractingdownloading-data-using-chass-canadian-census-analyser
   description:
-    TheCHASS Canadian Census Analyserallows members of the University of
+    The CHASS [Canadian Census Analyser](http://dc.chass.utoronto.ca.myaccess.library.utoronto.ca/census/) allows members of the University of
     Toronto research community to generate custom tables from the Census of Canada
     (1961-2016) and the National Household Survey (2011). This tutorial provides an
     example of extracting and downloading data from CHASS.

From 693b136f6ad14f2536261289c2ad2bacb43d260f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:30:46 -0500
Subject: [PATCH 081/211] Change 152

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a90c9c6..234d16a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2374,7 +2374,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/findingextractingdownloading-gis-data-using-scholars-geoportal
   description:
     This tutorial provides an example of finding, extracting, and downloading
-    data from Scholars GeoPortal.Scholars GeoPortalis a geospatial discovery tool
+    data from Scholars GeoPortal. [Scholars GeoPortal](http://geo2.scholarsportal.info.myaccess.library.utoronto.ca/) is a geospatial discovery tool
     that provides access to large scale geospatial datasets that can be used for mapping
     or analysis. Scholars Geoportal can be used to access both vector and raster data
     on a variety of topics such as land-use, transportation networks, census geography,

From 32741353c67494e80797a94ceb087ae8ddfc63de Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:45:29 -0500
Subject: [PATCH 082/211] Change 154

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 234d16a..75abec0 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2409,7 +2409,9 @@
   description:
     This online tutorial will provide an introduction to SimplyAnalytics
     and a few of its many possible uses. SimplyAnalytics is a web-based data visualization
-    application. It can be used to create simple thematic maps and tables from census
+    application. 
+    
+    It can be used to create simple thematic maps and tables from census
     and other socio-demographic data, as well as business point data.
   technique:
     - Data Visualization

From 072db13e7825312021372129519c32e60d83d455 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:50:03 -0500
Subject: [PATCH 083/211] Change 159

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 75abec0..bafcf6a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2466,8 +2466,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
   description:
     This document compiles online resources that help to build terrain
-    3D models with a variety of software-options.  Brief introductions on the pros
-    and cons of each option are provided.
+    3D models with a variety of software-options. 
+    
+    Brief introductions on the pros and cons of each option are provided.
   technique:
     - Searching for maps and data
     - Converting data formats

From 925684bd171db451985189ecdb9db40906282a6d Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 14:56:44 -0500
Subject: [PATCH 084/211] Change 160

---
 _data/guides.yml | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index bafcf6a..de185d7 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2482,11 +2482,13 @@
   title: Accessing Statistics Canada’s Socioeconomic Time Series Data (formerly CANSIM)
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-statistics-canadas-socioeconomic-time-series-data-formerly-cansim
   description:
-    "This guide is primarily designed to help users unfamiliar with the
-    CANSIM database find and download data.Note: This guide outlines how to search
-    for CANSIM data on the Statistics Canada website. University of Toronto faculty,
-    staff, and students may alsodownload CANSIM series for free via CHASS. You will
-    need to be using a UofT IP address to access CHASS."
+    "This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
+    
+    Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
+
+    University of Toronto faculty, staff, and students may also [download CANSIM series for free via CHASS](http://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-though-chass). 
+    
+    You will need to be using a UofT IP address to access CHASS."
   technique:
     - Searching for maps and data
   date: "2017-05-05"

From fa6437d09e569e7bac446d589b2ccd6281eb7afd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:07:40 -0500
Subject: [PATCH 085/211] Change 160

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index de185d7..e28b94a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2482,13 +2482,13 @@
   title: Accessing Statistics Canada’s Socioeconomic Time Series Data (formerly CANSIM)
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-statistics-canadas-socioeconomic-time-series-data-formerly-cansim
   description:
-    "This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
+    This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
     
     Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
 
     University of Toronto faculty, staff, and students may also [download CANSIM series for free via CHASS](http://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-though-chass). 
     
-    You will need to be using a UofT IP address to access CHASS."
+    You will need to be using a UofT IP address to access CHASS.
   technique:
     - Searching for maps and data
   date: "2017-05-05"

From 3ddf6636ce891d57493a9f81f1a2192013a3f0ee Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:17:33 -0500
Subject: [PATCH 086/211] Change 164

---
 _data/guides.yml | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index e28b94a..f7af7c2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2522,7 +2522,10 @@
 - id: 163
   title: How to use SDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-use-sda
-  description: Link to CHASS list of how-to guides for SDA:http://sda.chass.utoronto.ca/legacy_sda/sda.htm#how_to
+  description: | 
+    Link to CHASS list of how-to guides for SDA: 
+
+    [How-to guides for SDA](http://sda.chass.utoronto.ca/legacy_sda/sda.htm#how_to)
   technique:
     - Searching for maps and data
   date: "2017-05-05"
@@ -2531,7 +2534,8 @@
 - id: 164
   title: Introduction to R (Datacamp)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-datacamp
-  description: Link to Datacamp's free intro course on R:https://www.datacamp.com/courses/free-introduction-to-r
+  description: 
+    Link to Datacamp's free intro course on R: https://www.datacamp.com/courses/free-introduction-to-r
   tool:
     - R
   date: "2017-05-05"

From e6adf0bab43e1f8da1e7506aad8d331ec5b490ff Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:18:18 -0500
Subject: [PATCH 087/211] Change 165

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f7af7c2..45badaa 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2545,8 +2545,9 @@
   title: Introduction to Stata
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata
   description:
-    This guide gives users an introduction to Stata. The topics covered
-    are importing, exploring, modifying and managing data.
+    This guide gives users an introduction to Stata. 
+    
+    The topics covered are importing, exploring, modifying and managing data.
   tool:
     - Stata
   date: "2017-05-05"

From c988b6bdd5b857b07f9ce46a558e0102247cb609 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:19:05 -0500
Subject: [PATCH 088/211] Change 166

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 45badaa..a51d6a2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2546,7 +2546,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata
   description:
     This guide gives users an introduction to Stata. 
-    
+
     The topics covered are importing, exploring, modifying and managing data.
   tool:
     - Stata
@@ -2558,8 +2558,10 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata-princeton
   description:
     An overview of the guide provided by Princeton with a link to the original
-    guide. If you want to learn how to use Stata, you might find this guide by German
-    Rodriguez at Princeton University useful:http://data.princeton.edu/stata/default.html
+    guide.
+    
+    If you want to learn how to use Stata, you might find this guide by German
+    Rodriguez at Princeton University useful: http://data.princeton.edu/stata/default.html
   tool:
     - Stata
   date: "2017-05-05"

From 58da3a53fa0db82df24a257fdfec88fdc438c6e9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:26:49 -0500
Subject: [PATCH 089/211] Change 171

---
 _data/guides.yml | 19 ++++++++++++-------
 1 file changed, 12 insertions(+), 7 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a51d6a2..cf0fff7 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2571,8 +2571,10 @@
   title: R Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-learning-modules-ucla
   description:
-    "Comprehensive set of guides that include installing R, learning R
-    fundamentals including graphics and advanced data analysis examples.Link:"
+    Comprehensive set of guides that include installing R, learning R
+    fundamentals including graphics and advanced data analysis examples. 
+    
+    Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/r/
   tool:
     - R
   date: "2017-05-05"
@@ -2582,8 +2584,10 @@
   title: SAS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/sas-learning-modules-ucla
   description:
-    "Comprehensive set of guides that include installing SAS, learning
-    SAS fundamentals and advanced data analysis examples.Link:"
+    Comprehensive set of guides that include installing SAS, learning
+    SAS fundamentals and advanced data analysis examples.
+    
+    Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/
   tool:
     - SAS
   date: "2017-05-05"
@@ -2605,7 +2609,8 @@
 - id: 170
   title: Searching microdata in <odesi>
   url: https://mdl.library.utoronto.ca/technology/tutorials/searching-microdata
-  description: Link to Scholars Portal guide:http://guides.scholarsportal.info/odesi
+  description: 
+    Link to Scholars Portal guide: http://guides.scholarsportal.info/odesi
   technique:
     - Searching for maps and data
   date: "2017-05-05"
@@ -2635,8 +2640,8 @@
   title: Stata Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-learning-modules-ucla
   description:
-    "Comprehensive set of guides that include installing Stata, learning
-    Stata fundamentals including graphics and advanced data analysis examples.Link:"
+    Comprehensive set of guides that include installing Stata, learning
+    Stata fundamentals including graphics and advanced data analysis examples.Link:
   tool:
     - Stata
   date: "2017-05-05"

From b127a84f8c5ec38ff23f6db47cfc4e9fa87a69c2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:31:32 -0500
Subject: [PATCH 090/211] Change 175

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index cf0fff7..09476ec 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2663,7 +2663,7 @@
 - id: 175
   title: What statistical analysis should I use? Statistical analysis using SAS (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/what-statistical-analysis-should-i-use-statistical-analysis-using-sas-ucla
-  description: UCLA's introductory guide to various statistical analyses in SAS:http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/whatstat/what-statistical-analysis-should-i-usestatistical-analyses-using-sas/
+  description: UCLA's introductory guide to various statistical analyses in SAS: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/whatstat/what-statistical-analysis-should-i-usestatistical-analyses-using-sas/
   tool:
     - SAS
   date: "2017-05-05"

From f3283c3ce14a991744776f0c1f54f253d36a6975 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:35:00 -0500
Subject: [PATCH 091/211] Change 178

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 09476ec..defe1ab 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2705,8 +2705,9 @@
   description:
     This exercise will showcase how to use Scholars GeoPortal to extract
     Census Tract (CT) census geography for the Census Metropolitan Area (CMA) of Montreal
-    using two methods:1) querying the attribute table of the dataset, or2) downloading
-    based on a predefined census boundary (ex. CMAs).
+    using two methods:
+    1. querying the attribute table of the dataset, or
+    2. downloading based on a predefined census boundary (ex. CMAs).
   technique:
     - Searching for maps and data
   dataFormat: Vector

From 5cdc6ddd3c018d8966c8d5b62c5023759140a723 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:42:28 -0500
Subject: [PATCH 092/211] Change 182

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index defe1ab..feb5c61 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2755,9 +2755,9 @@
   description:
     This guide, compiled by Alberta Auringer Wood of the Association of
     Canadian Map Libraries and Archives, provides recommended citation formats for
-    a wide variety of geospatial data sources.Additionally, if using Esri products
-    (e.g. ArcGIS Online) or Esri data, please consult thisguide on How to Cite ArcGIS
-    Maps and Data.
+    a wide variety of geospatial data sources. (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
+    
+    Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:
     - Citing data
   dataFormat: Paper maps, Raster, Vector
@@ -2770,7 +2770,7 @@
   description:
     If you need to uninstall and reinstall your authorized copy of ArcGIS
     (for example, if you are reformatting your hard drive or switching to a new computer
-    oryou have entered your eva code in once and it did not authorize) please follow
+    or **you have entered your eva code in once and it did not authorize**) please follow
     these instructions before uninstalling the software.
   technique:
     - Installation

From 22364e885391c27ab517da464f0377f2da835d69 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 15:50:43 -0500
Subject: [PATCH 093/211] Change 1 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index feb5c61..1c29c3e 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -3,8 +3,8 @@
   title: Installing Power BI Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-power-bi-desktop
   description:
-    This tutorial will run you through the steps for installing Power BI
-    Desktop on your own device. Power BI is Microsoft's Data Visualization tool, allowing
+    This tutorial will run you through the steps for installing **Power BI
+    Desktop** on your own device. Power BI is Microsoft's Data Visualization tool, allowing
     users to turn their data into insightful visuals.
   technique:
     - Data Visualization

From c438ab292a82730c541a8ce15dd92a7823c6fdf8 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:20:38 -0500
Subject: [PATCH 094/211] Change 4 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1c29c3e..41380e8 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -66,7 +66,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/moving-nvivo-maxqda
   description:
     To move between qualitative data analysis tools, you must put your
-    project file into REFI-QDA standard.
+    project file into [REFI-QDA standard](https://www.qdasoftware.org/).
   technique:
     - Qualitative Data Analysis
   tool:

From e21d8f41c1e7416bfa1ebd45d9032e86fee3e77e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:38:15 -0500
Subject: [PATCH 095/211] Change 6 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 41380e8..eb8083a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -78,7 +78,7 @@
   title: "MAXQDA: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/maxqda-information-resources-tutorials-and-workshops
   description:
-    MAXQDA is a program used for qualitative data analysis. It supports
+    [MAXQDA](https://www.maxqda.com/) is a program used for qualitative data analysis. It supports
     researchers in managing, organizing, and analyzing qualitative data to produce
     new insight, infer relationships, and identify themes.
   technique:

From bd8b6e7545f7132413880b194796cb774ebbb487 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:39:01 -0500
Subject: [PATCH 096/211] Change 7 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index eb8083a..de54cd0 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -93,7 +93,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-jstor-text-analysis-support
   description:
     This tutorial shows how to register for a JSTOR account and use the
-    JSTOR Text Analysis tools, which replace the now-ended Constellate platform.
+    JSTOR Text Analysis tools, which replace the [now-ended Constellate platform](https://constellate.org/docs/constellate-sunset).
   technique:
     - Text and Data Mining
   tool:

From f00888d62b3385a6523172073aed1df8a3bd9bf7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:53:23 -0500
Subject: [PATCH 097/211] Change 10 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index de54cd0..73ebf9a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -134,8 +134,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-data-axle-historical-business-location-data
   description:
     The Data Axle Historical Business Location Data provides one data file
-    (.txt or .csv format) for each year. TheUS data runs from 1997-2024 and contains
-    11-15 million records per year. The Canadian data runs from 2009-2023 and contains
+    (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
+    11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
     1.5-2.5 million records per year. Records provide information about business location
     (including address, census geography & lat/long coordinates (US database only)),
     number of employees, sales volume, NAICS & SIC codes, unique identifier across

From 0bfd92e6b340de1a579ccc44b892b83afd89106e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:54:57 -0500
Subject: [PATCH 098/211] Change 11 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 73ebf9a..70e8c0d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -148,8 +148,8 @@
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
   description:
-    The University of Toronto has licensed six separate datasets from Revelio
-    Labs. These are workforce datasets that range in size from 1 to 4 TB. To facilitate
+    The University of Toronto has licensed six separate datasets from [Revelio
+    Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate
     easy access and querying across products, all datasets have been loaded into SciNet's
     supercomputing environment. Access to this environment can only be granted to
     current University of Toronto Faculty, Staff and Students, after an application

From 7f89e503ed34c6da6ea6560749ec0e60d97422e1 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 16:59:06 -0500
Subject: [PATCH 099/211] Change 13 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 70e8c0d..d7edb82 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -180,7 +180,7 @@
   title: "Bits and Bytes Series: Canadian Census Discovery Portal (Sept. 22, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-canadian-census-discovery-portal-sept-22-2020
   description:
-    This page provides a presentation on theCanadian Census Discovery Portal as
+    This page provides a presentation on the **Canadian Census Discovery Portal** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.

From d5e53d72fc7690c75bef96e32f3629de7b9c7433 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 17:02:09 -0500
Subject: [PATCH 100/211] Change 14 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d7edb82..f0f7ff5 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -196,7 +196,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-constellate-new-platform-learn-text-analysis-jun-28-2021
   description:
     "Please note that Constellate is ending on July 1st, 2025. Some learning
-    materials will remain available afterwards.This page provides a presentation on Constellate:
+    materials will remain available afterwards. This page provides a presentation on Constellate:
     A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted
     by the Map & Data Library that features presentations and demonstrations on data-related
     topics and tools, such as web archives, visualization, GIS and statistics."

From 7912cb73afec597d8302fb055be977de0853222b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 17:03:14 -0500
Subject: [PATCH 101/211] Change 15 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f0f7ff5..b3c95a9 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -213,8 +213,8 @@
     2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-getting-started-python-arcgis-pro-nov-17-2020
   description:
-    This page provides a presentation on Getting Started with Python in
-    ArcGIS Pro as part of the Bits and Bytes Webinar Series hosted by the Map & Data
+    This page provides a presentation on **Getting Started with Python in
+    ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
     and tools, such as web archives, visualization, GIS and statistics.
   technique:

From 2038917033aae7d5096ffd61aa98aed7f86b49e3 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 12 Dec 2025 17:04:24 -0500
Subject: [PATCH 102/211] Change 16

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b3c95a9..12693b8 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -233,8 +233,8 @@
     1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description:
-    This page provides a presentation on anIntroduction to Dataverse for
-    Sharing Data as part of the Bits and Bytes Webinar Series hosted by the Map & Data
+    This page provides a presentation on an **Introduction to Dataverse for
+    Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
     and tools, such as web archives, visualization, GIS and statistics.
   date: "2025-02-13"

From 672e81979685ae1d3463e22a522701dc724f483b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:10:55 -0500
Subject: [PATCH 103/211] Change 6 block scalar R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 12693b8..54d2066 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -77,7 +77,7 @@
 - id: 6
   title: "MAXQDA: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/maxqda-information-resources-tutorials-and-workshops
-  description:
+  description: >-
     [MAXQDA](https://www.maxqda.com/) is a program used for qualitative data analysis. It supports
     researchers in managing, organizing, and analyzing qualitative data to produce
     new insight, infer relationships, and identify themes.

From af7b2bf0a1c6e82e6464210f82acb2c4dc86c233 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:16:36 -0500
Subject: [PATCH 104/211] Change 17 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 54d2066..aa0879f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -244,7 +244,7 @@
   title: "Bits and Bytes Series: Introduction to Web APIs (Apr. 1, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-web-apis-apr-1-2021
   description:
-    This page provides a presentation on an Introduction to Web APIs as part
+    This page provides a presentation on an **Introduction to Web APIs** as part
     of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features
     presentations and demonstrations on data-related topics and tools, such as web
     archives, visualization, GIS and statistics.

From b0f424f6e487e3abed8d76c778ee60f5f5fe0ab2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:17:45 -0500
Subject: [PATCH 105/211] Change 18 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index aa0879f..92cbf1f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -258,7 +258,7 @@
   title: "Bits and Bytes Series: Using LiDAR Data in ArcGIS Pro (Feb. 25, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-using-lidar-data-arcgis-pro-feb-25-2021
   description:
-    This page provides a presentation on Using LiDAR Data in ArcGIS Pro as
+    This page provides a presentation on **Using LiDAR Data in ArcGIS Pro** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.

From cde4266af78b283fdd46e0a87be4b7ecf840700d Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:19:27 -0500
Subject: [PATCH 106/211] Change 19 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 92cbf1f..440e344 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -273,7 +273,7 @@
   title: "Bits and Bytes Series: Working with Web Archive Data (Sept. 29, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-working-web-archive-data-sept-29-2020
   description:
-    This page provides a presentation onWorking with Web Archive Data as
+    This page provides a presentation on **Working with Web Archive Data** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
     as web archives, visualization, GIS and statistics.

From 22ab6cf609a09c4102cc4c46cb343073807c6c80 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:36:31 -0500
Subject: [PATCH 107/211] Change 32 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 440e344..6f890fb 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -459,8 +459,10 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
   description:
     This page provides a video recording of a workshop on various text
-    analysis tools.Please note thatConstellate is ending on July 1st, 2025. Some learning
-    materials will remain available afterwards.Please also note that Hathi Trust Research
+    analysis tools. 
+
+    **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning
+    materials will remain available afterwards. Please also note that Hathi Trust Research
     Center will no longer be funded by the end of 2026.
   technique:
     - Text and Data Mining

From 5a29e141a44e278d84a48454bfa4253231061bb6 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:46:52 -0500
Subject: [PATCH 108/211] Change 43 R2 (url doesn't work)

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 6f890fb..29b68fc 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -624,7 +624,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
   description:
     This page provides a video recording of an introductory workshop on
-    Constellate.Please note thatConstellate is ending on July 1st, 2025. Some learning
+    Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards.
   technique:
     - Text and Data Mining

From fd90f50c1261464bb63e8018a7b84c4731716b92 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 13:54:53 -0500
Subject: [PATCH 109/211] Change 48 R2

---
 _data/guides.yml | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 29b68fc..c7107e5 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -682,10 +682,11 @@
   title: Installing and Licensing NVivo 15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
   description:
-    "This tutorial is for installing and licensing NVivo 15on Mac computers. Find
-    information on how to request a license, download and install the software, as
+    This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
+    
+    Findinformation on how to request a license, download and install the software, as
     well as how to activate the license key for new and existing users. Note: If you
-    need NVivo 14, please reach out to us using our contact form"
+    need NVivo 14, please reach out to us using our contact form
   technique:
     - Qualitative Data Analysis
   tool:
@@ -697,10 +698,10 @@
   title: Installing and Licensing NVivo 15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-windows
   description:
-    "This tutorial is for installing and licensing NVivo 15 on Windows computers. Find
+    This tutorial is for installing and licensing **NVivo 15** on Windows computers. Find
     information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users. Note: If you
-    need NVivo 14, please reach out to us using our contact form"
+    well as how to activate the license key for new and existing users. *Note: If you
+    need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:
     - Installation
   tool:

From 8059d9ccd8b804f3d60c504c659f373ce6457635 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:09:44 -0500
Subject: [PATCH 110/211] Change 53 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index c7107e5..261ff3d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -788,7 +788,9 @@
   tool:
     - ArcGIS Pro
     - CHASS Census Analyzer
-  dataFormat: Statistics, Vector
+  dataFormat: 
+    - Statistics
+    - Vector
   date: "2024-02-09"
   series: MDL Tutorials
   type: Tutorial

From 8176e3f74dc74ecb74e33a225b12e0e187b8c5f0 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:16:22 -0500
Subject: [PATCH 111/211] Change 57 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 261ff3d..ea2503f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -858,7 +858,9 @@
     - Extracting data
   tool:
     - ArcGIS Pro
-  dataFormat: DEM, Raster
+  dataFormat: 
+    - DEM
+    - Raster
   date: "2024-01-15"
   series: MDL Tutorials
   type: Tutorial

From 852e81e2dbec6bb5e67a27503e57015eabc2c8fd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:20:11 -0500
Subject: [PATCH 112/211] Change 58 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index ea2503f..9c5a07f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -871,13 +871,15 @@
     In order for many GIS functions to work properly, your datasets need
     to be stored in a common projected coordinate system. This guide will assist you
     with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection
-    is for your area of interest? Refer to this help document or ask a staff member
+    is for your area of interest? Refer to this [help document](https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection) or ask a staff member
     for assistance in helping you determine it.)
   technique:
     - Projecting
   tool:
     - ArcGIS Pro
-  dataFormat: Raster, Vector
+  dataFormat: 
+    - Raster
+    - Vector
   date: "2024-01-08"
   series: MDL Tutorials
   type: Tutorial

From ea5db6192bb0aa4e7d7751e47853ffed57687488 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:41:20 -0500
Subject: [PATCH 113/211] Change 72 R2

---
 _data/guides.yml | 27 ++++++++++++++++++---------
 1 file changed, 18 insertions(+), 9 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9c5a07f..00f4838 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1085,24 +1085,33 @@
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
   description:
-    "About this workshop **What**: This is a beginner to intermediate tutorial,
-    that will allow you to gain a deeper understanding of the uses and types of data
+    About this workshop 
+    
+    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data
     that can be manipulated in Excel, an extremely popular spreadsheet software. Through
     practical exercises using real world data from the Toronto Transit Commission
     (TTC), you will learn important terminology and software features, and gain a
     better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization. **Why**: Excel is a popular spreadsheet software
+    as well as analysis and visualization. 
+  
+    **Why**: Excel is a popular spreadsheet software
     that allows you to organize, modify and analyze your data. It remains one of the
     most widely used software for data analytics. A deeper understanding of Excel
     will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond. **Who**: This tutorial assumes you have used Excel before at a basic level,
+    and beyond. 
+
+    **Who**: This tutorial assumes you have used Excel before at a basic level,
     but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming! **Software**: Excel is freely available for
+    of knowledge of math, statistics, or programming! 
+
+    **Software**: Excel is freely available for
     download for University of Toronto staff, faculty and students. Note: This tutorial
-    is intended for Mac users. If you are using Windows, check out this tutorial instead. **Code
-    of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out ourCode of Conduct. **For help contact**: Map
-    & Data Library,mdl@library.utoronto.ca"
+    is intended for Mac users. If you are using Windows, check out this tutorial instead. 
+    
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
+    for learning. To learn more, check out ourCode of Conduct. 
+    
+    **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
     - Excel
   date: "2023-02-21"

From 5c41628c60a2cec233c30b754884c48805fa031f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:47:19 -0500
Subject: [PATCH 114/211] Change 73 R2

---
 _data/guides.yml | 30 ++++++++++++++++++++++--------
 1 file changed, 22 insertions(+), 8 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 00f4838..675b65a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1121,24 +1121,38 @@
   title: "Excel: Beyond The Basics - Windows"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
   description:
-    "About this workshop **What**: This is a beginner to intermediate tutorial,
+    About this workshop 
+    
+    **What**: This is a beginner to intermediate tutorial,
     that will allow you to gain a deeper understanding of the uses and types of data
     that can be manipulated in Excel, an extremely popular spreadsheet software. Through
     practical exercises using real world data from the Toronto Transit Commission
     (TTC), you will learn important terminology and software features, and gain a
     better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization. **Why**: Excel is a popular spreadsheet software
+    as well as analysis and visualization. 
+    
+    **Why**: Excel is a popular spreadsheet software
     that allows you to organize, modify and analyze your data. It remains one of the
     most widely used software for data analytics. A deeper understanding of Excel
     will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond. **Who**: This tutorial assumes you have used Excel before at a basic level,
+    and beyond. 
+    
+    **Who**: This tutorial assumes you have used Excel before at a basic level,
     but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming! **Software**: Excel is freely available for
-    download for University of Toronto staff, faculty and students. **Note**: This tutorial
-    is intended for Windows users. If you are using a Mac, check out this tutorial instead. **Code
+    of knowledge of math, statistics, or programming! 
+    
+    **Software**: Excel is freely available for
+    download for University of Toronto staff, faculty and students. 
+    
+    **Note**: This tutorial
+    is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
+    
+    **Code
     of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out our Code of Conduct. **For help contact**: Map
-    & Data Library,mdl@library.utoronto.ca"
+    for learning. To learn more, check out our Code of Conduct. 
+    
+    **For help contact**: Map
+    & Data Library,mdl@library.utoronto.ca
   tool:
     - Excel
   date: "2023-02-21"

From 0a28b006d1d345a77de503e0f8c05198bc5a961b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:49:43 -0500
Subject: [PATCH 115/211] Change 74 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 675b65a..3336393 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1161,8 +1161,8 @@
 - id: 74
   title: Digital Scholar Lab - Collaboration and Notes
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collaboration-and-notes
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial 
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace
     and Notes features. This allows for a shared workspace and options for documenting

From e9a2615a95c3e3df24423bb4bdb4196ec3fdb5dd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:53:33 -0500
Subject: [PATCH 116/211] Change 76 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3336393..f289630 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1193,8 +1193,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/qualitative-data-analysis-software-options
   description:
     UofT currently subscribes to the latest few versions of NVivo. Consult
-    our NVivo software license page to request a license key. Consult our getting started
-    guide for NVivo or our for tutorials, resources, and workshop recordings to help
+    our [NVivo software license page](https://mdl.library.utoronto.ca/technology/nvivo-software) to request a license key. Consult our [getting started
+    guide for NVivo](https://mdl.library.utoronto.ca/technology/tutorials/nvivo-12-information-tutorials-and-workshops) or our for tutorials, resources, and workshop recordings to help
     you get started using the software.
   technique:
     - Qualitative Data Analysis

From c06172185e634d24f086e6feba22f352bf3c5651 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:57:16 -0500
Subject: [PATCH 117/211] Change 77 R2

---
 _data/guides.yml | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f289630..dee2766 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1207,12 +1207,13 @@
   title: Transcription Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
   description:
-    "If you have an audio or video file that you need to get transcribed,
+    If you have an audio or video file that you need to get transcribed,
     this page describes some automated options to consider. But keep in mind, though,
     that none of these options (including NVivo transcription) provides a 100% perfectly
-    accurate transcript. You will always have to go back in and correct your transcript.Note:
-    If you want to pay a human to transcribe things accurately (so no or minimal correction
-    is needed later), you could try Rev or Transcript Divas."
+    accurate transcript. You will always have to go back in and correct your transcript. 
+    
+    Note: If you want to pay a human to transcribe things accurately (so no or minimal correction
+    is needed later), you could try [Rev](https://www.rev.com/) or [Transcript Divas](https://transcriptdivas.co.uk/about/).
   technique:
     - Qualitative Data Analysis
   tool:

From 96b2bf33344d8c4a67b28c6109be64de48683a86 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 14:58:32 -0500
Subject: [PATCH 118/211] Change 78 R2

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index dee2766..300a259 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1225,11 +1225,11 @@
   title: Working in Teams Using NVivo
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-teams-using-nvivo
   description:
-    "This page provides an overview and tips for working as a team using
+    This page provides an overview and tips for working as a team using
     NVivo. There are three main options: the manual way, the old collaboration cloud,
-    and the new collaboration cloud. There is also NVivo Collaboration Server, but
+    and the new collaboration cloud. There is also [NVivo Collaboration Server](https://community.lumivero.com/s/article/TRC-Using-NVivo-with-NVivo-Collaboration-Server?language=en_US), but
     that involves purchasing, setting up, and maintaining NVivo Server software, and
-    it only works in a Windows environment with NVivo 12 or 13."
+    it only works in a Windows environment with NVivo 12 or 13.
   technique:
     - Qualitative Data Analysis
   tool:

From fe4b67a272fe931b6651b741d3592ec3bde5e026 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:03:34 -0500
Subject: [PATCH 119/211] Change 79 R2

---
 _data/guides.yml | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 300a259..9e3ee32 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1243,14 +1243,17 @@
     PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
   description:
-    "This tutorial will help you get up and running querying theCanadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL Database. It will cover
+    This tutorial will help you get up and running querying the [Canadian
+    Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
     SQL statements and from within a python script, and downloading the results of
-    the query. You will need a Compute Canada account with the proper credentials to
+    the query. 
+    
+    You will need a Compute Canada account with the proper credentials to
     access this database. If you haven’t done so already, you should first follow
-    the instructions to get your account set up. Note: This tutorial is intended for
-    Windows users. If you are using a Mac, check out this tutorial instead."
+    the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    
+    Note: This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC) instead.
   date: "2023-01-05"
   series: MDL Tutorials
   type: Tutorial

From ab4ce1a3735e6c99cd6d95daa90f3afd59c95364 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:09:34 -0500
Subject: [PATCH 120/211] Change 80 R2

---
 _data/guides.yml | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9e3ee32..04afd47 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1263,14 +1263,17 @@
     PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
   description:
-    "This tutorial will help you get up and running querying theCanadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL Database. It will cover
+    This tutorial will help you get up and running querying the [Canadian
+    Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
     SQL statements and from within a python script, and downloading the results of
-    the query.You will need a Compute Canada account with the proper credentials to
+    the query. 
+    
+    You will need a Compute Canada account with the proper credentials to
     access this database. If you haven’t done so already, you should first follow
-    the instructions to get your account set up. Note: This tutorial is intended for
-    Mac users. If you are using Windows, check out this tutorial instead."
+    the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    
+    Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS) instead.
   date: "2022-11-30"
   series: MDL Tutorials
   type: Tutorial

From 5ee92b80978181a406e63d09097a86dcb6211ab5 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:10:53 -0500
Subject: [PATCH 121/211] Change 81 R2

---
 _data/guides.yml | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 04afd47..a33939d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1286,8 +1286,9 @@
     - Module 1. Getting started
     - Module 2. Making a map using layouts
     - Module 3. Manipulating geospatial datasets 
-    Download the datasets used for this workshop at this location:https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zipNote
-    that while the examples shown in this tutorial were captured using the windows
+    Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
+    
+    Note that while the examples shown in this tutorial were captured using the windows
     version of QGIS, all modules and operations can be completed using the linux or
     mac OS version of QGIS.
   technique:

From 43adc6b5e73b5f80a684219fc6e4803d9a324051 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:12:56 -0500
Subject: [PATCH 122/211] Change 82 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a33939d..0718ff4 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1303,8 +1303,8 @@
   title: Introduction to R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-course
   description:
-    For a gentle and thorough introduction to R, enroll in thisIntroduction
-    to R quercus course here. To enroll, you will need to use your UTORid login. This
+    For a gentle and thorough introduction to R, enroll in this [Introduction
+    to R](https://q.utoronto.ca/courses/176769/assignments/syllabus) quercus course [here](https://q.utoronto.ca/enroll/ET679B). To enroll, you will need to use your UTORid login. This
     course consists of demonstration video, activity and quizzes. By enrolling in
     this course, you can keep track of your progress! If you are a member of the public
     and you do not have a UTORid login, you can access the videos in the following

From 723dade6e9b53155ce4fd31929d79ee2b2275512 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:14:21 -0500
Subject: [PATCH 123/211] Change 83 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0718ff4..f247039 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1324,7 +1324,7 @@
     the NVivo interface, importing data, and coding with nodes. Part 2 will explore
     the different types of queries you can run in NVivo. If you already have a grasp
     of the basics and are just interested in learning about queries, you can jump
-    right to Part 2.
+    right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac#Queries).
   technique:
     - Qualitative Data Analysis
   tool:

From 79b4075659bcadb643d41b9d2e58eb7da1774cbb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:16:31 -0500
Subject: [PATCH 124/211] Change 85 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f247039..f4e0f01 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1357,7 +1357,7 @@
     navigating the NVivo interface, importing data, and coding with nodes. Part 2
     will explore the different types of queries you can run in NVivo. If you already
     have a grasp of the basics and are just interested in learning about queries,
-    you can jump right to Part 2.
+    you can jump right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows#Queries).
   technique:
     - Qualitative Data Analysis
   tool:

From bf0da787b694413f0e8243ac659529e3287e7179 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:35:23 -0500
Subject: [PATCH 125/211] Change 86 R2

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f4e0f01..51066a8 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1368,11 +1368,11 @@
 - id: 86
   title: Introduction to SimplyAnalytics - Video Tutorials
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics-video-tutorials
-  description:
-    SimplyAnalyticsis a web-based data visualization application that can
+  description: >-
+    [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can
     be used to create simple thematic maps and support analyses of socio-demographic
     data. This tutorial introduces SimplyAnalytics and its capabilities with the help
-    of videos produced by our colleagues at UTSC.
+    of [videos produced by our colleagues at UTSC](https://www.utsc.utoronto.ca/thebridge/%20.).
   technique:
     - Data Visualization
     - Mapping

From 9de0f7dd259a871a80c92925ce699930a819904e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:36:49 -0500
Subject: [PATCH 126/211] Change 87 R2

---
 _data/guides.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 51066a8..c7e67c6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1384,7 +1384,8 @@
 - id: 87
   title: "ArcGIS Pro: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-information-tutorials-and-workshops
-  description: ArcGIS Pro is a desktop GIS software developed by Esri.
+  description: >-
+    [ArcGIS Pro](https://www.esri.com/en-us/arcgis/products/arcgis-pro/overview) is a desktop GIS software developed by Esri.
   technique:
     - Mapping
     - Spatial Analysis

From 28f6a857af254e037a7128aa170f94fb09df4139 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:38:31 -0500
Subject: [PATCH 127/211] Change 88 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index c7e67c6..05690c8 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1399,8 +1399,8 @@
 - id: 88
   title: "ArcGIS Online: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-information-tutorials-and-workshops
-  description:
-    ArcGIS Online is a web-based mapping software that allows you to build,
+  description: >-
+    [ArcGIS Online](https://www.arcgis.com/index.html) is a web-based mapping software that allows you to build,
     share, and access interactive web maps.
   technique:
     - Mapping

From c0d5361fe0b701af0b8a4cadccf52556a7cbcd3f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:49:31 -0500
Subject: [PATCH 128/211] Change 89 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 05690c8..0e18293 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1413,8 +1413,8 @@
 - id: 89
   title: "ArcGIS StoryMaps: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-information-tutorials-and-workshops
-  description:
-    ArcGIS StoryMaps is an online storytelling tool that allows users to
+  description: >-
+    [ArcGIS StoryMaps](https://storymaps.arcgis.com/) is an online storytelling tool that allows users to
     craft and publish powerful narratives using maps.
   technique:
     - Data Visualization

From c9b57546b420265021b972ee5eef17220ee63a1b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:53:20 -0500
Subject: [PATCH 129/211] Change 92

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0e18293..97c2106 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1463,8 +1463,8 @@
 - id: 92
   title: "ProQuest TDM Studio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/proquest-tdm-studio-information-tutorials-and-workshops
-  description:
-    ProQuest TDM Studio is a web platform for running text analyses on thousands
+  description: >-
+    [ProQuest TDM Studio](https://about.proquest.com/en/products-services/TDM-Studio/) is a web platform for running text analyses on thousands
     of ProQuest materials, including but not limited to, ProQuest Dissertations &
     Theses and the New York Times.
   technique:

From 95bc53c3bbdeb832c441d6c014567133684c73e8 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:54:48 -0500
Subject: [PATCH 130/211] Change 93 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 97c2106..bdedcee 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1478,7 +1478,7 @@
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
   description:
-    The Gale Digital Scholar Lab is a platform that allows users to discover
+    The [Gale Digital Scholar Lab](https://www.gale.com/primary-sources/digital-scholar-lab) is a platform that allows users to discover
     and create collections of digitized texts from the Gale Historical Collections,
     run a variety of textual analysis on them, and visualize the resulting data.
   technique:

From 3b44528480d59cbd4cd1ea23dc5b4a9b500dd5d7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:56:42 -0500
Subject: [PATCH 131/211] Change 94 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index bdedcee..1d2f6de 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1493,8 +1493,8 @@
 - id: 94
   title: "Gephi: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gephi-information-tutorials-and-workshops
-  description:
-    Gephi is an open-source network analysis and visualization program that
+  description: >-
+    [Gephi](https://gephi.org/) is an open-source network analysis and visualization program that
     allows users to analyze and display relationships between individuals, groups,
     and other entities in a network.
   technique:

From 9bd6433b86883789d4c2283715dd19d30720c3f5 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 15:58:50 -0500
Subject: [PATCH 132/211] Change 95 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1d2f6de..3d06bb7 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1507,8 +1507,8 @@
 - id: 95
   title: "NVivo: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/nvivo-information-resources-tutorials-and-workshops
-  description:
-    NVivo is a program used for qualitative data analysis. It supports researchers
+  description: >-
+    [NVivo](https://lumivero.com/products/nvivo/) is a program used for qualitative data analysis. It supports researchers
     in managing, organizing, and analyzing qualitative data to produce new insight,
     infer relationships, and identify themes.
   technique:

From 6ef676870225b98124f9d9629d1ce3d7cf19805a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:03:04 -0500
Subject: [PATCH 133/211] Change 96

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3d06bb7..efd590d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1521,9 +1521,9 @@
 - id: 96
   title: "R and RStudio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-and-rstudio-information-tutorials-and-workshops
-  description:
-    R is a programming language and a free software environment to write
-    and execute the R language. RStudio is an Integrated Development Environment that
+  description: >-
+    [R](https://www.r-project.org/) is a programming language and a free software environment to write
+    and execute the R language. [RStudio](https://www.rstudio.com/) is an Integrated Development Environment that
     provides free and open-source tools for R. While you can run your data analysis
     in the basic R environment, R Studio has a more intuitive interface and more tools
     to help you write your R code.

From 3166642b9255104f51ece67c853644b3aa71a090 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:04:38 -0500
Subject: [PATCH 134/211] Change 97 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index efd590d..b49bcb0 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1539,8 +1539,8 @@
 - id: 97
   title: "Stata: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-information-tutorials-and-workshops
-  description:
-    Stata is a statistical software for data manipulation, data visualization
+  description: >-
+    [Stata](https://www.stata.com/) is a statistical software for data manipulation, data visualization
     and data analysis.
   technique:
     - Converting data formats

From 3b4b7218d7f8c4e4445b29a3846d6b1e530632cd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:06:23 -0500
Subject: [PATCH 135/211] Change 98 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b49bcb0..8b663bd 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1557,9 +1557,9 @@
   description:
     Data Visualization is a broad term that basically involves anything
     that uses graphical or pictorial representations of data for exploration, sense-making,
-    and communication.Data visualization allows you and your audience to identify
+    and communication. Data visualization allows you and your audience to identify
     patterns, trends, exceptions, and relationships. It has broad applicability from
-    conveying abstract concepts or ideas to highly complex scientific data.This page
+    conveying abstract concepts or ideas to highly complex scientific data. This page
     will highlight the resources we offer on data visualization and using Tableau.
     Tableau is a commercial program used to create data visualizations and interactive
     dashboards.

From ac5fcc87fe153fa3c7962265781c353d9df4c587 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:07:56 -0500
Subject: [PATCH 136/211] Change 99 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 8b663bd..de8ae61 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1573,8 +1573,8 @@
 - id: 99
   title: "OpenRefine: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-information-tutorials-and-workshops
-  description:
-    OpenRefineis a free, open-source program used for working with messy
+  description: >-
+    [OpenRefine](https://openrefine.org/) is a free, open-source program used for working with messy
     data. It allows you to clean, transform, and augment data in preparation for analysis
     and visualization.
   technique:

From cdbf8bb5a66cb30505d045216cdf0464f0edbaf5 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:09:51 -0500
Subject: [PATCH 137/211] Change 100 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index de8ae61..2833d40 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1587,8 +1587,10 @@
 - id: 100
   title: Digital Scholar Lab - Additional Training
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-additional-training
-  description:
-    Return to the main Gale Digital Scholar Lab tutorialHere are some ways
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
+    
+    Here are some ways
     to dig deeper into the archival and instructional materials in theDigital Scholar
     Lab.
   tool:

From 571e80e756d1c4c767c7ad8df6b3d04d2a43ab2b Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:11:13 -0500
Subject: [PATCH 138/211] Change 101 R2

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2833d40..86dadea 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1601,10 +1601,12 @@
 - id: 101
   title: Digital Scholar Lab - Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-analysis
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial 
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
+    
+    This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. 
     
-    This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. Please note that Gale is
+    Please note that Gale is
     periodically adding new documents to their collections, so your document counts
     and results may look slightly different from our screenshots and examples below.
   technique:

From 2a509140648ca691e65fe479da433d750f058b68 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:13:35 -0500
Subject: [PATCH 139/211] Change 102 R2

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 86dadea..2b80b6b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1620,10 +1620,12 @@
 - id: 102
   title: Digital Scholar Lab - Cleaning
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-cleaning
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial 
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
+    
+    This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. 
     
-    This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. Please
+    Please
     note that Gale is periodically adding new documents to their collections, so your
     document counts and results may look slightly different from our screenshots and
     examples below.

From 5dc8eb25d5d19bf61cb79637cacda798e2f818bb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:15:15 -0500
Subject: [PATCH 140/211] Change 103 R2

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2b80b6b..5aeebfc 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1639,11 +1639,13 @@
 - id: 103
   title: Digital Scholar Lab - Collections
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collections
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale
-    Primary Sources and by uploading your own texts. Please note that Gale is periodically
+    Primary Sources and by uploading your own texts. 
+    
+    Please note that Gale is periodically
     adding new documents to their collections, so your document counts and results
     may look slightly different from our screenshots and examples below.
   technique:

From 69ab91856a56db784fa26d076c305653d1085b13 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:17:07 -0500
Subject: [PATCH 141/211] Change 104 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 5aeebfc..e30b52a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1659,8 +1659,8 @@
 - id: 104
   title: Digital Scholar Lab - Export
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-export
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note
     that Gale is periodically adding new documents to their collections, so your document

From 90c42d59e274026931e284d28fe75074a4438fcd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:18:44 -0500
Subject: [PATCH 142/211] Change 105 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index e30b52a..e7f7dd9 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1678,7 +1678,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/generating-ssh-key-pairs-mac
   description:
     These instructions will help you create SSH key pairs on a Mac computer,
-    for access to theWeb of Science PostgreSQL Database.
+    for access to the [Web of Science PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/web-science-postgresql-database).
   date: "2022-02-07"
   series: MDL Tutorials
   type: Tutorial

From b674e8b5d1af5740c3744412f568540054888619 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:24:08 -0500
Subject: [PATCH 143/211] Change 106 R2

---
 _data/guides.yml | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index e7f7dd9..f006cbb 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1686,14 +1686,18 @@
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
   description:
-    "This tutorial will help you get up and running querying the Web of
-    Science PostgreSQL databaseon a Mac computer. It will cover accessing the high
+    This tutorial will help you get up and running querying the [Web of
+    Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high
     performance computing environment, querying the database via SQL statements and
-    from within a python script, and downloading the results of the query. You will
+    from within a python script, and downloading the results of the query. 
+    
+    You will
     need a Compute Canada account with the proper credentials to access this database.
-    If you haven’t done so already, you should first follow theinstructions to get
-    your account set up. Note: This tutorial is intended for Mac users. If you are
-    using Windows, check out thistutorialinstead."
+    If you haven’t done so already, you should first follow the [instructions to get
+    your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    
+    Note: This tutorial is intended for Mac users. If you are
+    using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database) instead.
   date: "2022-02-07"
   series: MDL Tutorials
   type: Tutorial

From 1ce6f96c8fe83187f0e252a5d067530d55385e63 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:26:43 -0500
Subject: [PATCH 144/211] Change 107 R2

---
 _data/guides.yml | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f006cbb..16c7029 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1705,14 +1705,17 @@
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
   description:
-    "This tutorial will help you get up and running querying the Web of
-    Science PostgreSQL database. It will cover accessing the high performance computing
+    This tutorial will help you get up and running querying the [Web of
+    Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing
     environment, querying the database via SQL statements and from within a python
-    script, and downloading the results of the query.You will need a Compute Canada
+    script, and downloading the results of the query. 
+    
+    You will need a Compute Canada
     account with the proper credentials to access this database. If you haven’t done
-    so already, you should first follow the instructions to get your account set up. Note:
+    so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). Note:
+    
     This tutorial is intended for Windows users. If you are using a Mac, check out
-    this tutorial instead."
+    this [tutorial](https://mdl.library.utoronto.ca/getting-started-web-science-postgresql-database-MAC) instead."
   date: "2022-01-26"
   series: MDL Tutorials
   type: Tutorial

From 718ec619a37d0afeeb3af31b612aaa126dd2541f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:30:29 -0500
Subject: [PATCH 145/211] Change 108 R2

---
 _data/guides.yml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 16c7029..0a23eff 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1723,10 +1723,9 @@
   title: How to Access the PostgreSQL Databases
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-postgresql-databases
   description:
-    "Since access to both theWeb of Science PostgreSQL databaseand theCanadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL databaseis tied to access
-    to supercomputers, it can only be granted after a multi-step process that ensures
-    security and access rights:"
+    "Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
+    Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access
+    to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
   date: "2022-01-26"
   series: MDL Tutorials
   type: Tutorial

From d89f31e35e7b8abf390f3abea07fb82aa5825c5e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:36:44 -0500
Subject: [PATCH 146/211] Change 118 R2

---
 _data/guides.yml | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0a23eff..2af009f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1732,7 +1732,7 @@
 - id: 109
   title: ArcGIS Online Part I (October 2022) - https://uoft.me/AGOL
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-i-october-2022-httpsuoftmeagol
-  description: The following slide deck is Part 1 of an introduction to ArcGIS Online.https://uoft.me/AGOL
+  description: The following slide deck is Part 1 of an introduction to ArcGIS Online. https://uoft.me/AGOL
   technique:
     - Mapping
     - Spatial Analysis
@@ -1867,8 +1867,7 @@
   title: How to Access Online GIS Classes in ESRI Academy
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-online-gis-classes-esri-academy
   description:
-   ​University of Toronto community members can access online GIS courses
-    through ESRI Academy. Content is designed for beginners and experienced users.
+    ​University of Toronto community members can access online GIS courses through ESRI Academy. Content is designed for beginners and experienced users.
   tool:
     - ArcGIS
     - ArcGIS Online

From 92d286f3174dd8a5a1d14beac1a91162db2be9d5 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:41:27 -0500
Subject: [PATCH 147/211] Change 119 and 120 (urls do not work)

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2af009f..351f3ba 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1896,7 +1896,7 @@
     This tutorial shows you how to build a dataset in Constellate. We recommend
     reading our general information on Constellate first. Please also see this access
     tutorial in order to log in with institutional privileges. Please note that Constellate
-    is ending on July 1st, 2025. Some learning materials will remain available afterwards.
+    is ending on July 1st, 2025. Some learning materials will remain available afterwards. 
   technique:
     - Data Visualization
     - Cleaning data

From a8c30c7e08b06ee9c3dddd2cd7d10c7bcd945718 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:42:51 -0500
Subject: [PATCH 148/211] Change 121 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 351f3ba..56fd040 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1913,8 +1913,8 @@
     This guide gives users an introduction to SAS. The topics covered are
     importing, exploring, modifying, and managing data. It has been created using
     SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic
-    flights in January 2020[1]. For additional support, fill out the support request
-    form.
+    flights in January 2020[1]. For additional support, fill out the [support request
+    form](https://mdl.library.utoronto.ca/about/contact-form).
   tool:
     - SAS
   date: "2021-09-13"

From 1731c3931c3581246cc21c3016385f2f9e1db7c2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:45:43 -0500
Subject: [PATCH 149/211] Change 122 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 56fd040..0181e36 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1926,8 +1926,8 @@
   description:
     This tutorial will teach you the basic features in Gephi that will
     allow you to visualize network data. This tutorial is part of a longer workshop,
-    “An Introduction to Network Visualization and Analysis.” You can download the workshop
-    materials (alternate workshop materials download) and watch the recording (1:44:18) to
+    “An Introduction to Network Visualization and Analysis.” You can [download the workshop
+    materials](https://maps.library.utoronto.ca/workshops/GephiOnline/WorkshopFiles.zip) ([alternate workshop materials download](https://maps.library.utoronto.ca/datapub/workshops/GephiWorkshopFiles.zip)) and [watch the recording (1:44:18)](https://play.library.utoronto.ca/23aef5db74b792db735a4f2fb39f7d7f) to
     learn more about network theory and see video demonstrations of working with Gephi.
   technique:
     - Data Visualization

From c7722889a9709f7c825a9e1194452063f0f2e020 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:47:34 -0500
Subject: [PATCH 150/211] Change 125 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0181e36..283e6c4 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1976,7 +1976,9 @@
   tool:
     - ArcGIS Online
     - ArcGIS Storymaps
-  dataFormat: Raster, Vector
+  dataFormat: 
+    - Raster
+    - Vector
   date: "2021-03-05"
   series: MDL Tutorials
   type: Tutorial

From 16c715d82de83f7cf27cff24ec99dab2061c3f4f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:49:27 -0500
Subject: [PATCH 151/211] Change 126 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 283e6c4..fab6122 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1985,7 +1985,7 @@
 - id: 126
   title: Downloading Data from GeoGratis
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-data-geogratis
-  description:
+  description: >-
     *National Resources Canada* *(NRCAN)* produced a portal called GeoGratis
     for allowing access to, and downloads of, their high-quality, free, and publicly
     available maps and geospatial data. This tutorial guides you in navigating their
@@ -1996,7 +1996,9 @@
     - Extracting data
   tool:
     - GeoGratis
-  dataFormat: DEM, Raster
+  dataFormat: 
+    - DEM
+    - Raster
   date: "2021-01-15"
   series: MDL Tutorials
   type: Tutorial

From bbd6f11b4642eae9f2cf5059cfab2d67d251d9bc Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:52:06 -0500
Subject: [PATCH 152/211] Change 128 R2

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index fab6122..b537e6b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2020,10 +2020,10 @@
 - id: 128
   title: Logging into Digital Scholar Lab through the Catalog
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-digital-scholar-lab-through-catalog
-  description:
-    Return to the main Gale Digital Scholar Lab tutorial
+  description: >-
+    [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    This short guide provides instructions on how to log into theGale Digital Scholar Labvia the University
+    This short guide provides instructions on how to log into the [Gale Digital Scholar Lab](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab) via the University
     of Toronto institutional access.
   tool:
     - Digital Scholar Lab

From 18108833fec440aeb2be7e14828b3c44fe2c3864 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Wed, 17 Dec 2025 16:54:04 -0500
Subject: [PATCH 153/211] Change 129

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b537e6b..9b84888 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2035,8 +2035,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-r-and-r-studio
   description:
     This guide helps you get started with the R and RStudio software and
-    R code. You can install R from theR homepage. And you can install RStudio from
-    the RStudio homepage. A more thorough introduction to the R language is covered here.
+    R code. You can install R from the [R homepage](https://www.r-project.org/). And you can install RStudio from
+    the [RStudio homepage](https://rstudio.com/). A more thorough introduction to the R language is covered [here](https://mdl.library.utoronto.ca/technology/tutorials/introduction-r).
   tool:
     - R
   date: "2020-07-03"

From 5a2e07da2a222d0e432afb004f1425ffc5c748a2 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:30:57 -0500
Subject: [PATCH 154/211] Change 132 R2

---
 _data/guides.yml | 23 ++++++++++++++---------
 1 file changed, 14 insertions(+), 9 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9b84888..86bc010 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2069,22 +2069,27 @@
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description:
-    "This tutorial introduces Gale's Digital Scholar Lab(DSL), a digital
-    humanities tool. In this tutorial, you will learn how to: Build a collection of
-    texts, including uploading your own materials 
+    This tutorial introduces [Gale's Digital Scholar Lab(DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
+    humanities tool. In this tutorial, you will learn how to: 
+    
+    - Build a collection of texts, including uploading your own materials 
     
     - Create collaborative workspaces
     
-    - Clean textsRun analytical tools on texts and visualize the results
+    - Clean texts
+    
+    - Run analytical tools on texts and visualize the results
     
     - Download the data, graphs, and other visualizations produced through this tool
     
-    - Download the scanned texts in your collection, so that you can use them in other programsFind additional
-    training and resources
+    - Download the scanned texts in your collection, so that you can use them in other programs
+    
+    - Find additional training and resources
     
     *Note: Gale periodically updates the Digital Scholar Lab,
-    so some features of this tutorial might not always match the latest interface.*
-    This tutorial was last updated in March 2023."
+    so some features of this tutorial might not always match the latest interface.
+    This tutorial was last updated in March 2023.*
+
   technique:
     - Text and Data Mining
     - Cleaning data
@@ -2358,7 +2363,7 @@
 - id: 147
   title: OpenRefine Tutorial 1. Survey of Household Spending Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity
-  description:
+  description: >-
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
     Please note that we also have converted some of this tutorial into a self-paced course

From 4b9c0561359642c82cf116710b90b459122947d7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:32:52 -0500
Subject: [PATCH 155/211] Change 133 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 86bc010..35bfe4f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2104,8 +2104,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-installing-and-licensing-arcgis-pro
   description:
     This tutorial goes over how to download, install, and license ArcGIS
-    Pro with your UTORid.Please be advised that ArcGIS Pro is alsoavailable on library
-    computerson the St George campus.
+    Pro with your UTORid. Please be advised that ArcGIS Pro is also [available on library
+    computers](https://mdl.library.utoronto.ca/technology/computers-with-gis-software) on the St George campus.
   technique:
     - Installation
   tool:

From 50c6f4b035dd075f9bcfab0d0eebf62a209718b3 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:37:01 -0500
Subject: [PATCH 156/211] Change 135 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 35bfe4f..a49c013 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2135,9 +2135,9 @@
   description:
     This is a beginner-to-intermediate level tutorial for Tableau Desktop
     version 2020.2. To acquire a free student, researcher, or instructor license for
-    Tableau Desktop, please follow these licensing and installation instructions. If
+    Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If
     you want to learn this material in an online, self-paced course, with video instructions,
-    you can self-enroll in our Practice with Tableau course. 
+    you can self-enroll in our [Practice with Tableau course](https://q.utoronto.ca/enroll/WTYPDT). 
   technique:
     - Data Visualization
   tool:

From 727694eb2ae0b0cb641010b493109d17b7c756e8 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:41:03 -0500
Subject: [PATCH 157/211] Change 136 R2

---
 _data/guides.yml | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a49c013..fdc7957 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2148,11 +2148,11 @@
 - id: 136
   title: Installing Tableau Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop
-  description:
-    "NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO
+  description: >-
+    NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO
     LONGER PROVIDING FREE LICENSES FOR TABLEAU DESKTOP FOR STUDENTS. INSTEAD, STUDENTS
-    SHOULD DOWNLOAD AND USE THE FREE VERSION, TABLEAU PUBLIC, WHICH IS VERY SIMILAR.This
-    is a guide to installing and running Tableau Desktop on your personal computer."
+    SHOULD DOWNLOAD AND USE THE FREE VERSION, [TABLEAU PUBLIC](https://www.tableau.com/products/public/download), WHICH IS VERY SIMILAR. This
+    is a guide to installing and running Tableau Desktop on your personal computer.
   technique:
     - Installation
   tool:

From 77d43b4de0cd6f3a4a20b51077552a0d84a3bc02 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:42:52 -0500
Subject: [PATCH 158/211] Change 137 R2

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index fdc7957..f2290a4 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2168,7 +2168,7 @@
     used to create infographics. This exercise will illustrate some infographic design
     principles and specific features of Piktochart to create an infographic about
     comparing housing in Vancouver vs Toronto. To complement this tutorial, you may
-    want to explore theonline self-paced course on Infographic Design.
+    want to explore the [online self-paced course on Infographic Design](https://q.utoronto.ca/enroll/JXN4XL).
   technique:
     - Data Visualization
   tool:

From cc5f414d0a622aa8c6df3ae9c2d82800afc03128 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:45:31 -0500
Subject: [PATCH 159/211] Change 138 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f2290a4..0f012a3 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2183,8 +2183,10 @@
   description:
     The goal of this activity is to try out running Python in OpenRefine.
     We will use it to make an API call to augment our books dataset with information
-    on the authors from Wikipedia. Note: Complete Augmenting Activities 1, 2 & 3 first before
-    attempting this activity.
+    on the authors from Wikipedia. 
+    
+    ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before
+    attempting this activity.*
   technique:
     - Cleaning data
     - Extracting data

From 70f04c501a42c89633176dad89181670bf48c3de Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:47:50 -0500
Subject: [PATCH 160/211] Change 139 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0f012a3..f6a250f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2201,7 +2201,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
   description:
     This tutorial will show you how to use the Add Column by Fetching URLs
-    feature in OpenRefine. *Note:Complete Augmenting Activities 1 & 2 first before attempting
+    feature in OpenRefine. 
+    
+    **Note:** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1) & [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) first before attempting
     this activity.*
   technique:
     - Cleaning data

From 2dec7e6e0ad8320854c5e4680a71f0669da3a7c9 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:49:32 -0500
Subject: [PATCH 161/211] Change 140 R2

---
 _data/guides.yml | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f6a250f..f1bbf7c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2217,9 +2217,10 @@
   title: "OpenRefine Augmenting Activity 1: Preparing the data"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
   description:
-    "In this tutorial, we will begin work on augmenting datasets. *Note:
-    This is an advanced tutorial. If you are new to OpenRefine, please begin with OpenRefine
-    tutorial 1. This tutorial has been developed for OpenRefine version 3.7.5"*
+    In this tutorial, we will begin work on augmenting datasets. 
+    
+    *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine
+    tutorial 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1). This tutorial has been developed for OpenRefine version 3.7.5*
   technique:
     - Cleaning data
   tool:

From 50b9f9f45d601889775ee2ad65f05f47e39406fb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:50:36 -0500
Subject: [PATCH 162/211] Change 140 R2

---
 _data/guides.yml | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f1bbf7c..b7c2e0d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2233,8 +2233,12 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description:
     This tutorial will teach you how to use OpenRefine's reconciliation
-    service to connect data in your dataset with Wikidata. ***Note 1:*** *Complete [Augmenting
-    activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* ***Note 2:*** *In order to complete this
+    service to connect data in your dataset with Wikidata. 
+    
+    ***Note 1:*** *Complete [Augmenting
+    activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
+    
+    ***Note 2:*** *In order to complete this
     activity, you need to be running the latest version of OpenRefine.*
   technique:
     - Cleaning data

From 4076239d29c33f162bb298ce5ea5f2f3962fcc61 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:54:35 -0500
Subject: [PATCH 163/211] Change 143 R2

---
 _data/guides.yml | 17 +++++++++++------
 1 file changed, 11 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b7c2e0d..a4b843c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2251,14 +2251,17 @@
 - id: 142
   title: OpenRefine Tutorial 4. 311 Calls Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-4-311-calls-activity
-  description:
-    *"This tutorial has been developed for OpenRefine version 3.7.5 Update:
-    please note that as of March 18, 2020, Open Data Toronto has suspended service
+  description: >-
+    *This tutorial has been developed for OpenRefine version 3.7.5.*
+    
+    Update: please note that as of March 18, 2020, Open Data Toronto has suspended service
     and so their service is not available for API calls. Until service resumes, please
     skip step 3, and during step 5, please chose to Get Data From: This Computer and
     select the 311.json file in the packaged workshop files. This represents a snapshot
     of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca if
-    you run into difficulties.* Sometimes you don't have your data in a file. Instead
+    you run into difficulties.* 
+    
+    Sometimes you don't have your data in a file. Instead
     you want to use an API call to pull data from elsewhere. OpenRefine can help you
     make these calls and parse the data you receive.The goal of this activity is to
     create a new project by pulling in 311 call data from the City of Toronto into
@@ -2266,10 +2269,12 @@
     API call to download a subset of 311 call data in JSON format, and then use OpenRefine
     to parse that data and put it into a tabular format. You will then use GREL to
     further manipulate the data (especially working with date formats) and make some
-    discoveries.***Note:*** *This assumes that you have learned the basics of OpenRefine already
+    discoveries.
+    
+    ***Note:*** *This assumes that you have learned the basics of OpenRefine already
     through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity).
     This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON
-    dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work."***
+    dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work.***
   technique:
     - Cleaning data
     - Extracting data

From 5e390e3b8d6f65667e0fa073f82fa1af2c4ee1f1 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 14:56:51 -0500
Subject: [PATCH 164/211] Change 143 R2

---
 _data/guides.yml | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index a4b843c..13ecb0f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2286,7 +2286,7 @@
 - id: 143
   title: OpenRefine Tutorial 3. Regular Expressions (Regex) Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-3-regular-expressions-regex-activity
-  description:
+  description: >-
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
     You were introduced to GREL in the previous activity, so you know that GREL is a powerful
@@ -2296,7 +2296,9 @@
     within text. In OpenRefine, you can use it in your GREL expressions to create
     sophisticated patterns describing what type of information you want to find within
     your dataset, then do something with the matching text (edit it, delete it, put
-    it in a new column, etc.). This activity assumes you have already completed the [Survey
+    it in a new column, etc.). 
+    
+    This activity assumes you have already completed the [Survey
     of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine
     and know how to create simple GREL expressions. Before you begin, please download
     the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.

From 5f83db3e4ec438c3796aa1fc1e0c109784ebcee7 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:00:13 -0500
Subject: [PATCH 165/211] Change 144 R2

---
 _data/guides.yml | 14 +++++++++-----
 1 file changed, 9 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 13ecb0f..fb129cc 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2316,16 +2316,20 @@
     This guide is suitable for new Tableau users looking for information
     on producing popular data visualizations in Tableau, such as bar graphs, line
     graphs, scatterplots, tree maps, and dashboards. If you are looking for more general
-    data visualization tips, please see the Map and Data Library'sData Visualization
-    Guide.You can find instructions on installing and acquiring a free academic license
-    for Tableauhere. If you are running Tableau on a Mac, please note that there may
+    data visualization tips, please see the Map and Data Library's Data [Visualization
+    Guide](https://mdl.library.utoronto.ca/dataviz/getting-started). You can find instructions on installing and acquiring a free academic license
+    for Tableau [here](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you are running Tableau on a Mac, please note that there may
     be some variation between the Windows version used to design this guide and the
-    program as it appears on a Mac.The data used in this guide are public datasets
+    program as it appears on a Mac.
+    
+    The data used in this guide are public datasets
     retrieved from the World Bank’s Open Data repository, the United Nation's Open
     Data Population Division, and the full text of Shakespeare's Romeo and Juliet
     available through MIT's website, with a frequency table generated through Voyant
     Tools. You can find more information regarding the data sources used in this guide
-    in the subsection entitled "10. Data Sources".This tutorial was created using
+    in the subsection entitled "10. Data Sources".
+    
+    This tutorial was created using
     Tableau Desktop version 2020.2.
   technique:
     - Data Visualization

From 818597bb812f961df46fc10947a1efdc3972f9eb Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:02:42 -0500
Subject: [PATCH 166/211] Change 145 R2

---
 _data/guides.yml | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index fb129cc..88bf76a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2342,22 +2342,26 @@
 - id: 145
   title: OpenRefine Tutorial 2. Citizen Science Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity
-  description:
-    "*This tutorial has been developed for OpenRefine version 3.7.5*
+  description: >-
+    *This tutorial has been developed for OpenRefine version 3.7.5*
     
     We are going to work with a bit messier dataset now for the next few tasks. This is a
     citizen science dataset captured using an app called iNaturalist. The data was
-    captured for a city nature challenge and shared on [data.world](https://data.world/). This activity will
-    showcase some more features in OpenRefine.The goal of this activity is to create
+    captured for a city nature challenge and shared on [data.world](https://data.world/). 
+    
+    This activity will
+    showcase some more features in OpenRefine. The goal of this activity is to create
     a new project with this citizen science dataset and work with the data. You will
     use clustering to improve the consistency of the dataset. You will also perform
     various manipulations, such as split and concatenate. Finally, you will learn
     various ways to remove columns and rows, and work with the Undo/Redo features
-    in OpenRefine. Before you begin, please download the OpenRefine workshop sample
+    in OpenRefine. 
+    
+    Before you begin, please download the OpenRefine workshop sample
     datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
     
     ***Note***: *This assumes that you have learned the
-    basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*"
+    basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*
   technique:
     - Cleaning data
   tool:

From e5362374d836694bbcbee9d6a9a47ac46f13f73a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:04:45 -0500
Subject: [PATCH 167/211] Change 147 R2

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 88bf76a..52187dd 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2392,8 +2392,8 @@
     
     Please note that we also have converted some of this tutorial into a self-paced course
     with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus
-    course](http://q.utoronto.ca/enroll/E4JKAW).This is the first activity in this tutorial series, and assumes no prior
-    knowledge of OpenRefine. In this activity you will be importing a spreadsheet
+    course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior
+    knowledge of OpenRefine. In this activity you will be importing a spreadsheet
     of data into OpenRefine and exploring it. The goal of this activity is to use
     a simple dataset to introduce you to the OpenRefine user interface and some of
     the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,”

From 1a0e01ece953cb1020b7af61289235a27ab66f16 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:07:49 -0500
Subject: [PATCH 168/211] Change 151

---
 _data/guides.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 52187dd..f1e3430 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2445,10 +2445,12 @@
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
   description:
-    "This guide is primarily designed to help users unfamiliar with the
-    CANSIM database to find and download data through CHASS. **Please note** that a University
+    This guide is primarily designed to help users unfamiliar with the
+    CANSIM database to find and download data through CHASS. 
+    
+    **Please note** that a University
     of Toronto IP address is required to access CHASS. 
-    CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide)."
+    CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide).
   technique:
     - Searching for maps and data
   tool:

From 376643068b0d3a1f51e3bd92a4b1600ebcdc903e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:09:04 -0500
Subject: [PATCH 169/211] Change 152 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index f1e3430..b5cbc9f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2472,7 +2472,9 @@
     - Extracting data
   tool:
     - Scholars GeoPortal
-  dataFormat: Raster, Vector
+  dataFormat: 
+    - Raster
+    - Vector
   date: "2018-01-15"
   series: MDL Tutorials
   type: Tutorial

From a9fb2d3b80ea9a7dde3619c45e35ba13387b18d4 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:10:10 -0500
Subject: [PATCH 170/211] Change 153 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b5cbc9f..8bef2af 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2490,7 +2490,9 @@
     - Extracting data
   tool:
     - CHASS Census Analyzer
-  dataFormat: Statistics, Vector
+  dataFormat: 
+    - Statistics
+    - Vector
   date: "2018-01-08"
   series: MDL Tutorials
   type: Tutorial

From d444e62a4e415adc032f41ac537f6767018650d0 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:11:13 -0500
Subject: [PATCH 171/211] Change 154 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 8bef2af..9efaf1a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2511,7 +2511,9 @@
     - Searching for maps and data
   tool:
     - SimplyAnalytics
-  dataFormat: Statistics, Vector
+  dataFormat: 
+    - Statistics
+    - Vector
   date: "2018-01-04"
   series: MDL Tutorials
   type: Tutorial

From bbefd75b7205ed4730522a079bb7a8929d25f339 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:17:41 -0500
Subject: [PATCH 172/211] Change 163 R2

---
 _data/guides.yml | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 9efaf1a..8fc06d3 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2576,7 +2576,7 @@
 - id: 160
   title: Accessing Statistics Canada’s Socioeconomic Time Series Data (formerly CANSIM)
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-statistics-canadas-socioeconomic-time-series-data-formerly-cansim
-  description:
+  description: >-
     This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
     
     Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
@@ -2617,10 +2617,8 @@
 - id: 163
   title: How to use SDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-use-sda
-  description: | 
-    Link to CHASS list of how-to guides for SDA: 
-
-    [How-to guides for SDA](http://sda.chass.utoronto.ca/legacy_sda/sda.htm#how_to)
+  description: >-
+    Link to CHASS list of how-to guides for SDA: [How-to guides for SDA](http://sda.chass.utoronto.ca/legacy_sda/sda.htm#how_to)
   technique:
     - Searching for maps and data
   date: "2017-05-05"

From 55d5671b2ae2a11b89605fe942a9124472eca85a Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:21:08 -0500
Subject: [PATCH 173/211] Change 170 Rs

---
 _data/guides.yml | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 8fc06d3..1905a8c 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2627,7 +2627,7 @@
 - id: 164
   title: Introduction to R (Datacamp)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-datacamp
-  description: 
+  description: >-
     Link to Datacamp's free intro course on R: https://www.datacamp.com/courses/free-introduction-to-r
   tool:
     - R
@@ -2649,7 +2649,7 @@
 - id: 166
   title: Introduction to STATA (Princeton)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata-princeton
-  description:
+  description: >-
     An overview of the guide provided by Princeton with a link to the original
     guide.
     
@@ -2663,7 +2663,7 @@
 - id: 167
   title: R Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-learning-modules-ucla
-  description:
+  description: >-
     Comprehensive set of guides that include installing R, learning R
     fundamentals including graphics and advanced data analysis examples. 
     
@@ -2676,7 +2676,7 @@
 - id: 168
   title: SAS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/sas-learning-modules-ucla
-  description:
+  description: >-
     Comprehensive set of guides that include installing SAS, learning
     SAS fundamentals and advanced data analysis examples.
     
@@ -2702,7 +2702,7 @@
 - id: 170
   title: Searching microdata in <odesi>
   url: https://mdl.library.utoronto.ca/technology/tutorials/searching-microdata
-  description: 
+  description: >-
     Link to Scholars Portal guide: http://guides.scholarsportal.info/odesi
   technique:
     - Searching for maps and data

From 44eaeea8c95324147eb19c688ffc1e4ba5b3d132 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:23:55 -0500
Subject: [PATCH 174/211] Change 175

---
 _data/guides.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1905a8c..4a6a9f6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2756,7 +2756,8 @@
 - id: 175
   title: What statistical analysis should I use? Statistical analysis using SAS (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/what-statistical-analysis-should-i-use-statistical-analysis-using-sas-ucla
-  description: UCLA's introductory guide to various statistical analyses in SAS: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/whatstat/what-statistical-analysis-should-i-usestatistical-analyses-using-sas/
+  description: >-
+    UCLA's introductory guide to various statistical analyses in SAS: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/whatstat/what-statistical-analysis-should-i-usestatistical-analyses-using-sas/
   tool:
     - SAS
   date: "2017-05-05"

From d65811123ef2b4602009b06a7614e4068be23fdd Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:28:16 -0500
Subject: [PATCH 175/211] Change 179

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 4a6a9f6..69788f1 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2823,7 +2823,9 @@
     - Converting data formats
   tool:
     - FME
-  dataFormat: Raster, Vector
+  dataFormat: 
+    - Raster
+    - Vector
   date: "2016-04-26"
   series: MDL Tutorials
   type: Tutorial

From 9e65c255b7695b9a98ab8f5fecd216aecdde3400 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:28:46 -0500
Subject: [PATCH 176/211] Change 180 R2

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 69788f1..16e4e70 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2841,7 +2841,9 @@
     - ArcGIS
     - Global Mapper
     - QGIS
-  dataFormat: Raster, Vector
+  dataFormat: 
+    - Raster
+    - Vector
   date: "2016-04-26"
   series: MDL Tutorials
   type: Tutorial

From 556f3fb1a8ba08afdedc2ed2e28c2cd2cb87906f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:29:45 -0500
Subject: [PATCH 177/211] Change 181

---
 _data/guides.yml | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 16e4e70..14af139 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2858,7 +2858,10 @@
     Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:
     - Citing data
-  dataFormat: Paper maps, Raster, Vector
+  dataFormat: 
+    - Paper maps
+    - Raster
+    - Vector
   date: "2016-04-12"
   series: MDL Tutorials
   type: Tutorial

From 8c32bb2c67a50ed5b06d622675ef9cee9495e62f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:32:15 -0500
Subject: [PATCH 178/211] Change 56 (dataformat)

---
 _data/guides.yml | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 14af139..cfcaa0e 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -844,7 +844,9 @@
     explains how to derive contours from DEMs using ArcGIS Pro.
   tool:
     - ArcGIS Pro
-  dataFormat: DEM, Raster
+  dataFormat: 
+    - DEM
+    - Raster
   date: "2024-01-17"
   series: MDL Tutorials
   type: Tutorial

From b385441930f3c79807c4702028764e6a6c0cadca Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 15:55:37 -0500
Subject: [PATCH 179/211] Final Check 1

---
 _data/guides.yml | 44 ++++++++++++++++++++++----------------------
 1 file changed, 22 insertions(+), 22 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index cfcaa0e..876ef64 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -195,11 +195,11 @@
     (Jun. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-constellate-new-platform-learn-text-analysis-jun-28-2021
   description:
-    "Please note that Constellate is ending on July 1st, 2025. Some learning
+    Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards. This page provides a presentation on Constellate:
     A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted
     by the Map & Data Library that features presentations and demonstrations on data-related
-    topics and tools, such as web archives, visualization, GIS and statistics."
+    topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Text and Data Mining
   tool:
@@ -229,7 +229,7 @@
   type: Tutorial
 - id: 16
   title:
-  "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
+    "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
     1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description:
@@ -285,7 +285,7 @@
   type: Tutorial
 - id: 20
   title:
-    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)”
+    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description:
     This page provides a video recording of an introductory workshop on
@@ -681,10 +681,10 @@
 - id: 47
   title: Installing and Licensing NVivo 15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
-  description:
+  description: >-
     This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
     
-    Findinformation on how to request a license, download and install the software, as
+    Find information on how to request a license, download and install the software, as
     well as how to activate the license key for new and existing users. Note: If you
     need NVivo 14, please reach out to us using our contact form
   technique:
@@ -697,7 +697,7 @@
 - id: 48
   title: Installing and Licensing NVivo 15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-windows
-  description:
+  description: >-
     This tutorial is for installing and licensing **NVivo 15** on Windows computers. Find
     information on how to request a license, download and install the software, as
     well as how to activate the license key for new and existing users. *Note: If you
@@ -1086,7 +1086,7 @@
 - id: 72
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
-  description:
+  description: >-
     About this workshop 
     
     **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data
@@ -1111,7 +1111,7 @@
     is intended for Mac users. If you are using Windows, check out this tutorial instead. 
     
     **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out ourCode of Conduct. 
+    for learning. To learn more, check out our Code of Conduct. 
     
     **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
@@ -1122,7 +1122,7 @@
 - id: 73
   title: "Excel: Beyond The Basics - Windows"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
-  description:
+  description: >-
     About this workshop 
     
     **What**: This is a beginner to intermediate tutorial,
@@ -1208,7 +1208,7 @@
 - id: 77
   title: Transcription Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
-  description:
+  description: >-
     If you have an audio or video file that you need to get transcribed,
     this page describes some automated options to consider. But keep in mind, though,
     that none of these options (including NVivo transcription) provides a 100% perfectly
@@ -1244,7 +1244,7 @@
     Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
     PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
-  description:
+  description: >-
     This tutorial will help you get up and running querying the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
@@ -1264,7 +1264,7 @@
     Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
     PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
-  description:
+  description: >-
     This tutorial will help you get up and running querying the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
@@ -1687,7 +1687,7 @@
 - id: 106
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
-  description:
+  description: >-
     This tutorial will help you get up and running querying the [Web of
     Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high
     performance computing environment, querying the database via SQL statements and
@@ -1706,7 +1706,7 @@
 - id: 107
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
-  description:
+  description: >-
     This tutorial will help you get up and running querying the [Web of
     Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing
     environment, querying the database via SQL statements and from within a python
@@ -1725,7 +1725,7 @@
   title: How to Access the PostgreSQL Databases
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-postgresql-databases
   description:
-    "Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
+    Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access
     to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
   date: "2022-01-26"
@@ -2070,7 +2070,7 @@
 - id: 132
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
-  description:
+  description: >-
     This tutorial introduces [Gale's Digital Scholar Lab(DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
     humanities tool. In this tutorial, you will learn how to: 
     
@@ -2182,7 +2182,7 @@
 - id: 138
   title: "OpenRefine Augmenting Activity 4: Using Python"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-4-using-python
-  description:
+  description: >-
     The goal of this activity is to try out running Python in OpenRefine.
     We will use it to make an API call to augment our books dataset with information
     on the authors from Wikipedia. 
@@ -2201,7 +2201,7 @@
 - id: 139
   title: "OpenRefine Augmenting Activity 3: Using Add Column by Fetching URLs"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
-  description:
+  description: >-
     This tutorial will show you how to use the Add Column by Fetching URLs
     feature in OpenRefine. 
     
@@ -2218,7 +2218,7 @@
 - id: 140
   title: "OpenRefine Augmenting Activity 1: Preparing the data"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
-  description:
+  description: >-
     In this tutorial, we will begin work on augmenting datasets. 
     
     *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine
@@ -2233,7 +2233,7 @@
 - id: 141
   title: "OpenRefine Augmenting Activity 2: Using Reconciliation Services"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
-  description:
+  description: >-
     This tutorial will teach you how to use OpenRefine's reconciliation
     service to connect data in your dataset with Wikidata. 
     
@@ -2446,7 +2446,7 @@
 - id: 151
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
-  description:
+  description: 
     This guide is primarily designed to help users unfamiliar with the
     CANSIM database to find and download data through CHASS. 
     

From ea966280d0d14de1d13f93ee5cbb63c362cfe9ee Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 18 Dec 2025 16:27:21 -0500
Subject: [PATCH 180/211] Final Check 2

---
 _data/guides.yml | 277 ++++++++++++++++++++++++-----------------------
 1 file changed, 140 insertions(+), 137 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 876ef64..2c7472a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -16,7 +16,7 @@
 - id: 2
   title: Introduction to Power BI
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-power-bi
-  description:
+  description: >-
     This tutorial outlines the steps taken in the demonstration during
     the live workshop on an Introduction to Data Visualization Using Power BI. This
     is a companion tutorial, but can also be used as a stand-alone introduction to
@@ -32,7 +32,7 @@
 - id: 3
   title: Getting MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-maxqda
-  description:
+  description: >-
     MAXQDA is qualitative data analysis software. You are able to access
     it in the 4th floor computer lab of Robarts Library or purchase your own personal
     copy.
@@ -46,7 +46,7 @@
 - id: 4
   title: Introduction to Using MAXQDA for Qualitative Data Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-using-maxqda-qualitative-data-analysis
-  description:
+  description: >-
     This is an introductory tutorial for MAXQDA. The goal of this tutorial
     is to learn about the basic features in MAXQDA that will allow you to organize
     and analyze qualitative data. Part 1 will teach you to use MAXQDA, to load information,
@@ -64,7 +64,7 @@
 - id: 5
   title: Moving from NVivo to MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/moving-nvivo-maxqda
-  description:
+  description: >-
     To move between qualitative data analysis tools, you must put your
     project file into [REFI-QDA standard](https://www.qdasoftware.org/).
   technique:
@@ -91,7 +91,7 @@
 - id: 7
   title: Accessing JSTOR Text Analysis Support
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-jstor-text-analysis-support
-  description:
+  description: >-
     This tutorial shows how to register for a JSTOR account and use the
     JSTOR Text Analysis tools, which replace the [now-ended Constellate platform](https://constellate.org/docs/constellate-sunset).
   technique:
@@ -104,7 +104,7 @@
 - id: 8
   title: Transferring Data to a Public ArcGIS Online Account
   url: https://mdl.library.utoronto.ca/technology/tutorials/transferring-data-public-arcgis-online-account
-  description:
+  description: >-
     This tutorial provides step-by-step guidance on how to transfer work
     on ArcGIS Online from a University of Toronto (UofT) institutional account to
     the free (aka ‘public’) version of the service.
@@ -119,7 +119,7 @@
 - id: 9
   title: Geospatial Analysis with Python & Jupyter Notebooks
   url: https://mdl.library.utoronto.ca/technology/tutorials/geospatial-analysis-python-jupyter-notebooks
-  description:
+  description: >-
     This tutorial provides detailed walk-throughs of how to use Jupyter
     Notebooks and open-source Python libraries to perform geospatial analysis.
   technique:
@@ -132,7 +132,7 @@
 - id: 10
   title: Working with the Data Axle Historical Business Location Data
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-data-axle-historical-business-location-data
-  description:
+  description: >-
     The Data Axle Historical Business Location Data provides one data file
     (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
     11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
@@ -147,7 +147,7 @@
 - id: 11
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
-  description:
+  description: >-
     The University of Toronto has licensed six separate datasets from [Revelio
     Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate
     easy access and querying across products, all datasets have been loaded into SciNet's
@@ -163,7 +163,7 @@
 - id: 12
   title: Introduction to Working with Notebooks in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-working-notebooks-arcgis-pro
-  description:
+  description: >-
     This guide provides some introductory information on how to use notebooks
     in the ArcGIS Pro environment. You will learn about what notebooks are, how to
     use them, and some useful tips on using ArcPy to analyze your geospatial data.
@@ -179,7 +179,7 @@
 - id: 13
   title: "Bits and Bytes Series: Canadian Census Discovery Portal (Sept. 22, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-canadian-census-discovery-portal-sept-22-2020
-  description:
+  description: >-
     This page provides a presentation on the **Canadian Census Discovery Portal** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -194,7 +194,7 @@
     "Bits and Bytes Series: Constellate - A New Platform to Learn Text Analysis
     (Jun. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-constellate-new-platform-learn-text-analysis-jun-28-2021
-  description:
+  description: >-
     Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards. This page provides a presentation on Constellate:
     A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted
@@ -212,7 +212,7 @@
     "Bits and Bytes Series: Getting Started with Python in ArcGIS Pro (Nov. 17,
     2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-getting-started-python-arcgis-pro-nov-17-2020
-  description:
+  description: >-
     This page provides a presentation on **Getting Started with Python in
     ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
@@ -232,7 +232,7 @@
     "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
     1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
-  description:
+  description: >-
     This page provides a presentation on an **Introduction to Dataverse for
     Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
@@ -243,7 +243,7 @@
 - id: 17
   title: "Bits and Bytes Series: Introduction to Web APIs (Apr. 1, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-web-apis-apr-1-2021
-  description:
+  description: >-
     This page provides a presentation on an **Introduction to Web APIs** as part
     of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features
     presentations and demonstrations on data-related topics and tools, such as web
@@ -257,7 +257,7 @@
 - id: 18
   title: "Bits and Bytes Series: Using LiDAR Data in ArcGIS Pro (Feb. 25, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-using-lidar-data-arcgis-pro-feb-25-2021
-  description:
+  description: >-
     This page provides a presentation on **Using LiDAR Data in ArcGIS Pro** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -272,7 +272,7 @@
 - id: 19
   title: "Bits and Bytes Series: Working with Web Archive Data (Sept. 29, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-working-web-archive-data-sept-29-2020
-  description:
+  description: >-
     This page provides a presentation on **Working with Web Archive Data** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -287,7 +287,7 @@
   title:
     "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     Python, continuing from where the first part of the Python series left off.
   tool:
@@ -300,7 +300,7 @@
     "Workshop Recording: An Introduction to Programming for Absolute Beginners
     Using Python Pt. 1 (March 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-programming-absolute-beginners-using-python-pt
-  description:
+  description: >-
     This page provides a video recording of the first part of an introductory
     workshop series on Python.
   tool:
@@ -311,7 +311,7 @@
 - id: 22
   title: "Workshop Recording: Excel: Beyond the Basics (Oct. 25, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-excel-beyond-basics-oct-25-2022
-  description:
+  description: >-
     This page provides a video recording of a workshop on using intermediate
     features of Excel.
   technique:
@@ -326,7 +326,7 @@
     "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop
     (Nov. 24, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-data-visualization-using-tableau-desktop-nov
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     using Tableau Desktop for data visualization.
   technique:
@@ -341,7 +341,7 @@
     "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social
     Science Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-feb-3-2022-social-science
-  description:
+  description: >-
     This page provides a video recording of a workshop on best practices
     for creating infographics - with a specific social science related infographic
     critique example.
@@ -355,7 +355,7 @@
     "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health
     Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-nov-16-2021-health-critique
-  description:
+  description: >-
     This page provides a video recording of a workshop on best practices
     for creating infographics - with a specific health-related infographic critique
     example.
@@ -369,7 +369,7 @@
     "Workshop Recording: Introduction to Network Analysis and Visualization Using
     Gephi (Nov. 2, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-network-analysis-and-visualization-using-gephi
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     using Gephi for network analysis and visualization.
   technique:
@@ -382,7 +382,7 @@
 - id: 27
   title: "Workshop Recording: Introduction to NVivo 12 (Mac Version) (Mar. 17, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-mac-version-mar-17-2022
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     NVivo 12 for Mac.
   technique:
@@ -395,7 +395,7 @@
 - id: 28
   title: "Workshop Recording: Introduction to R (Dec. 8, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-r-dec-8-2020
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     using the R statistical programming language.
   technique:
@@ -410,7 +410,7 @@
 - id: 29
   title: "Workshop Recording: Introduction to Stata (Dec. 3, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-stata-dec-3-2021
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     Stata.
   technique:
@@ -427,7 +427,7 @@
     "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
     Analysis (Mac Version) (Nov. 26, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis-mac
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     NVivo 14/15 for Mac.
   technique:
@@ -442,7 +442,7 @@
     "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
     Analysis (Windows Version) (Nov. 12, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     NVivo 14/15 for Windows.
   technique:
@@ -457,7 +457,7 @@
     "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available
     Tools (Feb. 14, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
-  description:
+  description: >-
     This page provides a video recording of a workshop on various text
     analysis tools. 
 
@@ -478,7 +478,8 @@
 - id: 33
   title: "Workshop Recording: Working with Messy Data in Open Refine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
-  description: This page provides a video recording of a workshop on Open Refine.
+  description: >-
+    This page provides a video recording of a workshop on Open Refine.
   technique:
     - Cleaning data
   tool:
@@ -491,7 +492,7 @@
     "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 –
     Theory and Critique)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-1-theory-and
-  description:
+  description: >-
     This page provides access to a Data Visualization self-paced online
     Quercus course that focuses on data viz theory and provides opportunities to practice
     critiquing visualizations.
@@ -505,7 +506,7 @@
     "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 –
     Practice with Tableau)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-2-practice
-  description:
+  description: >-
     This page provides access to a Data Visualization self-paced online
     Quercus course that introduces participants to Tableau Desktop. Participants will
     learn to create visualizations using some example datasets.
@@ -519,7 +520,7 @@
 - id: 36
   title: "Self-Paced Online Course: Introduction to Infographics"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-introduction-infographics
-  description:
+  description: >-
     This page provides access to an Infographics self-paced online Quercus
     course that focuses on best practices for creating infographics.
   technique:
@@ -532,7 +533,7 @@
 - id: 37
   title: "Self-Paced Online Course: R - An Introduction"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-introduction
-  description:
+  description: >-
     This page provides access to a self-paced online Quercus course that
     focuses on how to use R for exploring and manipulating data.
   technique:
@@ -547,7 +548,7 @@
 - id: 38
   title: "Self-Paced Online Course: R - Intermediate"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-intermediate
-  description:
+  description: >-
     This page provides access to a self-paced online Quercus course that
     focuses on using R for intermediate level data manipulation and visualization,
     and programming flow control.
@@ -563,7 +564,7 @@
 - id: 39
   title: "Self-Paced Online Course: Working with Messy Data in OpenRefine"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-working-messy-data-openrefine
-  description:
+  description: >-
     This page provides access to a self-paced online Quercus course that
     focuses on data cleaning using OpenRefine.
   technique:
@@ -576,7 +577,7 @@
 - id: 40
   title: "Workshop Recording: An Introductory Tour of ArcGIS Pro (Oct. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introductory-tour-arcgis-pro-oct-1-2024
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     ArcGIS Pro.
   technique:
@@ -590,7 +591,7 @@
 - id: 41
   title: "Workshop Recording: ArcGIS Pro -  Spatial Analysis (Nov. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-spatial-analysis-nov-1-2024
-  description:
+  description: >-
     This page provides a video recording of a workshop in ArcGIS Pro focusing
     on spatial analysis.
   technique:
@@ -606,7 +607,7 @@
     "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15,
     2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-loading-and-manipulating-data-oct-15-2024
-  description:
+  description: >-
     This page provides a video recording of a workshop on ArcGIS Pro that
     focuses on loading and manipulating data.
   technique:
@@ -622,7 +623,7 @@
     "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov.
     30, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
-  description:
+  description: >-
     This page provides a video recording of an introductory workshop on
     Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards.
@@ -638,7 +639,7 @@
     "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15,
     2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-windows-version-mar-15-2022
-  description:
+  description: >-
     This page provides a video recording of a introductory workshop on
     NVivo 12 for Windows.
   technique:
@@ -663,7 +664,7 @@
 - id: 46
   title: Introduction to GIS using R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-gis-using-r
-  description:
+  description: >-
     This tutorial is a beginner friendly introduction to work with GIS
     data using R. The topics covered are creating and importing GIS data including
     point, line, and polygon features; making maps; and running common spatial analyses.
@@ -712,7 +713,7 @@
 - id: 49
   title: Guide for Site Research
   url: https://mdl.library.utoronto.ca/technology/tutorials/guide-site-research
-  description:
+  description: >-
     Site research involves the comprehensive analysis of a location's physical,
     cultural, and environmental characteristics. This process encompasses assessing
     topography, climate, zoning regulations, and existing infrastructure, as well
@@ -731,7 +732,7 @@
 - id: 50
   title: Introduction to R Shiny
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-shiny
-  description:
+  description: >-
     Shiny is a powerful open-source tool that is used to build easy interactive
     web applications. This guide will help users get started in creating R Shiny applications.
   technique:
@@ -746,7 +747,7 @@
 - id: 51
   title: Adding Media Layers in ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/adding-media-layers-arcgis-online
-  description:
+  description: >-
     This tutorial will cover how to 'georeference' a raster image through
     media layers in ArcGIS Online.
   technique:
@@ -760,7 +761,7 @@
 - id: 52
   title: Creating a point layer of locations in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-point-layer-locations-arcgis-pro
-  description:
+  description: >-
     This is a beginner’s guide to creating a point layer in ArcGIS Pro
     using the latitude and longitude of the locations you wish to display. How to
     locate coordinates online will be discussed. The first part of this guide will
@@ -778,7 +779,7 @@
 - id: 53
   title: Mapping Census Data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/mapping-census-data-arcgis-pro
-  description:
+  description: >-
     This tutorial will cover how to download census data and census boundary
     files and match them together in ArcGIS Pro for further analysis. Census data
     will be downloaded using CHASS.
@@ -797,7 +798,7 @@
 - id: 54
   title: Converting GIS data to AutoCAD in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-autocad-arcgis-pro
-  description:
+  description: >-
     This tutorial will demonstrate how to convert geospatial datasets saved
     as shapefiles into AutoCAD format.
   technique:
@@ -814,7 +815,7 @@
     Extracting the geographic features you need from a larger dataset in ArcGIS
     Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/extracting-geographic-features-you-need-larger-dataset-arcgis-pro
-  description:
+  description: >-
     You may have noticed that many GIS datasets contain information about
     a geographic extent that is larger than your area of interest. Your research may
     involve analysis of data related to a single municipality in Ontario, yet you
@@ -835,7 +836,7 @@
 - id: 56
   title: Creating contours using ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-arcgis-pro
-  description:
+  description: >-
     Digital elevation models (DEMs) are geospatial datasets that contain
     elevation values sampled according to a regularly spaced rectangular grid. They
     can be used in terrain analysis, SD visualizations and hydrological modelling,
@@ -853,7 +854,7 @@
 - id: 57
   title: Clipping Rasters in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/clipping-rasters-arcgis-pro
-  description:
+  description: >-
     This tutorial covers two methods for clipping raster datasets from
     ArcGIS Pro.
   technique:
@@ -869,7 +870,7 @@
 - id: 58
   title: Projecting your data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/projecting-your-data-arcgis-pro
-  description:
+  description: >-
     In order for many GIS functions to work properly, your datasets need
     to be stored in a common projected coordinate system. This guide will assist you
     with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection
@@ -888,7 +889,7 @@
 - id: 59
   title: Exporting Data from OpenStreetMap for QGIS
   url: https://mdl.library.utoronto.ca/tutorials/exporting-map-data-osm-qgis
-  description:
+  description: >-
     In the case you need to acquire detailed city data to produce a large-scale
     map and we don’t have what you’re looking for in our data inventory, there is
     a chance that the user-contributed maps of OpenStreetMap.org may do the trick.
@@ -903,7 +904,7 @@
 - id: 60
   title: Importing Alternative Sources in NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-mac
-  description:
+  description: >-
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Data menu, by choosing the appropriate
     option. However, this tutorial will show you a common source of data that you
@@ -918,7 +919,7 @@
 - id: 61
   title: Importing Alternative Sources in NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-windows
-  description:
+  description: >-
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Import Ribbon, by choosing the Files
     option. However, this tutorial will show you two common sources of data that you
@@ -931,7 +932,7 @@
 - id: 62
   title: Installing and Licensing NVivo 14
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-14
-  description:
+  description: >-
     This tutorial describes how to request a license for NVivo 14, download
     it, and license it.
   technique:
@@ -944,7 +945,7 @@
 - id: 63
   title: Introduction to NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-mac
-  description:
+  description: >-
     This is a beginner level tutorial for NVivo 14 or 15 for Mac (the versions
     are almost identical). The goal of this tutorial is to learn about the basic features
     in NVivo that will allow you to organize and analyze qualitative data. Part 1
@@ -962,7 +963,7 @@
 - id: 64
   title: Introduction to NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-windows
-  description:
+  description: >-
     This is a beginner level tutorial for NVivo 14 or 15 for Windows (the
     versions are almost identical). The goal of this tutorial is to learn about the
     basic features in NVivo that will allow you to organize and analyze qualitative
@@ -980,7 +981,7 @@
 - id: 65
   title: How to georeference images in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-georeference-images-arcgis-pro
-  description:
+  description: >-
     This tutorial will explain how to georeference a raster image in ArcGIS
     so it can be used as an overlay or for digitizing purposes.
   technique:
@@ -1004,7 +1005,7 @@
 - id: 67
   title: PCCF Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-guide
-  description:
+  description: >-
     In this tutorial, we will use the Postal Code Conversion File (PCCF)
     to match postal codes to dissemination areas in order to incorporate additional
     neighbourhood-level demographic data into your dataset.
@@ -1021,7 +1022,7 @@
 - id: 68
   title: PCCF+ Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-plus-guide
-  description:
+  description: >-
     In this tutorial, we will use the Postal Code Conversion File Plus
     (PCCF+) to match postal codes to dissemination areas in order to incorporate additional
     neighbourhood-level demographic data into your dataset.
@@ -1038,7 +1039,7 @@
 - id: 69
   title: Importing Alternative Sources in NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-mac
-  description:
+  description: >-
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Data menu, by choosing the appropriate
     option. However, this tutorial will show you two common sources of data that you
@@ -1053,7 +1054,7 @@
 - id: 70
   title: Importing Alternative Sources in NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-windows
-  description:
+  description: >-
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Import Ribbon, by choosing the Files
     option. However, this tutorial will show you two common sources of data that you
@@ -1068,7 +1069,7 @@
 - id: 71
   title: Intermediate R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/intermediate-r-course
-  description:
+  description: >-
     To get started with intermediate R, enroll in this Intermediate R quercus
     course here. To enroll, you will need to use your UTORid login. This course consists
     of demonstration videos. By enrolling in this course, you can keep track of your
@@ -1149,8 +1150,7 @@
     **Note**: This tutorial
     is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
     
-    **Code
-    of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
     for learning. To learn more, check out our Code of Conduct. 
     
     **For help contact**: Map
@@ -1177,7 +1177,7 @@
 - id: 75
   title: "Python: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/python-information-tutorials-and-workshops
-  description:
+  description: >-
     Python is a simple programming language that is popular for being easy
     to learn to read, write, and understand. You can use Python for automating repetitive
     tasks like cleaning data, creating data visualizations, analyzing data, conducting
@@ -1193,7 +1193,7 @@
 - id: 76
   title: Qualitative Data Analysis Software Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/qualitative-data-analysis-software-options
-  description:
+  description: >-
     UofT currently subscribes to the latest few versions of NVivo. Consult
     our [NVivo software license page](https://mdl.library.utoronto.ca/technology/nvivo-software) to request a license key. Consult our [getting started
     guide for NVivo](https://mdl.library.utoronto.ca/technology/tutorials/nvivo-12-information-tutorials-and-workshops) or our for tutorials, resources, and workshop recordings to help
@@ -1226,7 +1226,7 @@
 - id: 78
   title: Working in Teams Using NVivo
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-teams-using-nvivo
-  description:
+  description: >-
     This page provides an overview and tips for working as a team using
     NVivo. There are three main options: the manual way, the old collaboration cloud,
     and the new collaboration cloud. There is also [NVivo Collaboration Server](https://community.lumivero.com/s/article/TRC-Using-NVivo-with-NVivo-Collaboration-Server?language=en_US), but
@@ -1282,7 +1282,7 @@
 - id: 81
   title: An Introduction to Mapping and Spatial Analysis with QGIS
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-mapping-and-spatial-analysis-qgis
-  description:
+  description: |-
     Learn the basics of GIS with open source software, QGIS (https://qgis.org).
     This tutorial/workshop is made up of three modules. 
     - Module 1. Getting started
@@ -1290,9 +1290,7 @@
     - Module 3. Manipulating geospatial datasets 
     Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
     
-    Note that while the examples shown in this tutorial were captured using the windows
-    version of QGIS, all modules and operations can be completed using the linux or
-    mac OS version of QGIS.
+    Note that while the examples shown in this tutorial were captured using the windows version of QGIS, all modules and operations can be completed using the linux or mac OS version of QGIS.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1304,7 +1302,7 @@
 - id: 82
   title: Introduction to R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-course
-  description:
+  description: >-
     For a gentle and thorough introduction to R, enroll in this [Introduction
     to R](https://q.utoronto.ca/courses/176769/assignments/syllabus) quercus course [here](https://q.utoronto.ca/enroll/ET679B). To enroll, you will need to use your UTORid login. This
     course consists of demonstration video, activity and quizzes. By enrolling in
@@ -1319,7 +1317,7 @@
 - id: 83
   title: Introduction to NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac
-  description:
+  description: >-
     This is a beginner level tutorial for NVivo 12 for Mac. The goal of
     this tutorial is to learn about the basic features in NVivo that will allow you
     to organize and analyze qualitative data. Part 1 will go over the basics of navigating
@@ -1337,7 +1335,7 @@
 - id: 84
   title: Tableau Workshop Demonstration Tutorial
   url: https://mdl.library.utoronto.ca/technology/tutorials/tableau-workshop-demonstration-tutorial
-  description:
+  description: >-
     This tutorial outlines the steps taken in the demonstration during
     the live workshop on an Introduction to Data Visualization Using Tableau Desktop.
     This is a companion tutorial, but can also be used as a stand-alone introduction
@@ -1352,7 +1350,7 @@
 - id: 85
   title: Introduction to NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows
-  description:
+  description: >-
     This is a beginner level tutorial for NVivo 12 for Windows. The goal
     of this tutorial is to learn about the basic features in NVivo that will allow
     you to organize and analyze qualitative data. Part 1 will go over the basics of
@@ -1429,7 +1427,7 @@
 - id: 90
   title: "HathiTrust Research Center: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/hathitrust-research-center-information-tutorials-and-workshops
-  description:
+  description: >-
     The HathiTrust Research Center (HTRC) is the research arm of HathiTrust.
     It develops tools and resources that enable text or computational analysis of
     the HathiTrust corpus. This corpus or digital library includes over 10 million
@@ -1448,7 +1446,7 @@
 - id: 91
   title: "Infographics: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/infographics-information-tutorials-and-workshops
-  description:
+  description: >-
     Infographics are a type of data visualization. They are usually a mixture
     of text and images, but they are graphic heavy, often only visualize a small amount
     of data, and have specific goals. Those goals are normally to inform or persuade
@@ -1479,7 +1477,7 @@
 - id: 93
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
-  description:
+  description: >-
     The [Gale Digital Scholar Lab](https://www.gale.com/primary-sources/digital-scholar-lab) is a platform that allows users to discover
     and create collections of digitized texts from the Gale Historical Collections,
     run a variety of textual analysis on them, and visualize the resulting data.
@@ -1556,7 +1554,7 @@
 - id: 98
   title: "Data Visualization and Tableau: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/data-visualization-and-tableau-information-tutorials-and-workshops
-  description:
+  description: >-
     Data Visualization is a broad term that basically involves anything
     that uses graphical or pictorial representations of data for exploration, sense-making,
     and communication. Data visualization allows you and your audience to identify
@@ -1678,7 +1676,7 @@
 - id: 105
   title: Generating SSH Key Pairs on a Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/generating-ssh-key-pairs-mac
-  description:
+  description: >-
     These instructions will help you create SSH key pairs on a Mac computer,
     for access to the [Web of Science PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/web-science-postgresql-database).
   date: "2022-02-07"
@@ -1724,7 +1722,7 @@
 - id: 108
   title: How to Access the PostgreSQL Databases
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-postgresql-databases
-  description:
+  description: >-
     Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access
     to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
@@ -1734,7 +1732,8 @@
 - id: 109
   title: ArcGIS Online Part I (October 2022) - https://uoft.me/AGOL
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-i-october-2022-httpsuoftmeagol
-  description: The following slide deck is Part 1 of an introduction to ArcGIS Online. https://uoft.me/AGOL
+  description: >-
+    The following slide deck is Part 1 of an introduction to ArcGIS Online. https://uoft.me/AGOL
   technique:
     - Mapping
     - Spatial Analysis
@@ -1747,7 +1746,7 @@
 - id: 110
   title: ArcGIS Online Part II  (November 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-ii-november-2021
-  description:
+  description: >-
     The following slide deck will guide you through Part 2 of the ArcGIS
     Online workshop. Part 2 covers topics such as choropleth mapping, spatial analytic
     tools, and linking ArcGIS Pro to ArcGIS Online.
@@ -1763,7 +1762,7 @@
 - id: 111
   title: ArcGIS Pro Module 1 - The Basics (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-1-basics-fall-2021
-  description:
+  description: >-
     The following slide deck walks you through the basics of learning about
     ArcGIS Pro's main tools, viewing and manipulating datasets and basemaps, and exporting
     a basic map view.
@@ -1778,7 +1777,7 @@
 - id: 112
   title: ArcGIS Pro Module 2 - Authoring and Publishing a Map (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-2-authoring-and-publishing-map-fall-2021
-  description:
+  description: >-
     Learn to create a map project which will include a legend, scale bar,
     an inset map, a title and a north arrow.
   technique:
@@ -1792,7 +1791,7 @@
 - id: 113
   title: ArcGIS Pro Module 3 - Loading and Manipulating Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-3-loading-and-manipulating-data-fall-2021
-  description:
+  description: >-
     The following slide deck will walk you through Module 3 of the ArcGIS
     Pro tutorial. This module will teach you how to add and format vector and raster
     data layers to your project, as well as how to geocode data.
@@ -1807,7 +1806,7 @@
 - id: 114
   title: ArcGIS Pro Module 4  - Data Analysis (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-4-data-analysis-fall-2021
-  description:
+  description: >-
     The following slide deck is for Module 4 of the ArcGIS Pro tutorial.
     This module helps the user apply knowledge and skills learned in previous 3 modules
     in solving a real life spatial problem.
@@ -1822,7 +1821,7 @@
 - id: 115
   title: ArcGIS Pro Module 5 - Working with Raster Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-5-working-raster-data-fall-2021
-  description:
+  description: >-
     The following slide deck is for Module 5 of the ArcGIS Pro workshop.
     This module will teach you how to manipulate and analyze raster data in ArcGIS
     Pro.
@@ -1837,7 +1836,7 @@
 - id: 116
   title: ArcGIS Pro Module 6 - Wrangling and Mapping Covid-19 Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-6-wrangling-and-mapping-covid-19-data-fall-2021
-  description:
+  description: >-
     The following slide deck is for Module 6 of the ArcGIS Pro tutorial.
     This module will teach you how to do basic data cleaning and converting to prepare
     data to be used in ArcGIS Pro. This module will also present a real life problem
@@ -1853,7 +1852,7 @@
 - id: 117
   title: ArcGIS StoryMaps (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-fall-2021
-  description:
+  description: >-
     The following slide deck is a tutorial on ArcGIS StoryMaps. This tutorial
     will teach you the basics of ArcGIS StoryMaps, how they can be used, and how you
     can make your own StoryMap.
@@ -1868,7 +1867,7 @@
 - id: 118
   title: How to Access Online GIS Classes in ESRI Academy
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-online-gis-classes-esri-academy
-  description:
+  description: >-
     ​University of Toronto community members can access online GIS courses through ESRI Academy. Content is designed for beginners and experienced users.
   tool:
     - ArcGIS
@@ -1880,7 +1879,7 @@
 - id: 119
   title: How to Access Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-constellate
-  description:
+  description: >-
     This tutorial walks you through accessing Constellate using the University
     of Toronto's institutional privileges. Please see our general Constellate page for
     more information and see our tutorial on creating a dataset once you have logged
@@ -1894,7 +1893,7 @@
 - id: 120
   title: How to Build a Dataset in Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
-  description:
+  description: >-
     This tutorial shows you how to build a dataset in Constellate. We recommend
     reading our general information on Constellate first. Please also see this access
     tutorial in order to log in with institutional privileges. Please note that Constellate
@@ -1911,7 +1910,7 @@
 - id: 121
   title: Introduction to SAS
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-sas
-  description:
+  description: >-
     This guide gives users an introduction to SAS. The topics covered are
     importing, exploring, modifying, and managing data. It has been created using
     SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic
@@ -1925,7 +1924,7 @@
 - id: 122
   title: Visualizing a Network Dataset Using Gephi
   url: https://mdl.library.utoronto.ca/technology/tutorials/visualizing-network-dataset-using-gephi
-  description:
+  description: >-
     This tutorial will teach you the basic features in Gephi that will
     allow you to visualize network data. This tutorial is part of a longer workshop,
     “An Introduction to Network Visualization and Analysis.” You can [download the workshop
@@ -1941,7 +1940,7 @@
 - id: 123
   title: Installing and Licensing NVivo 12
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-12
-  description:
+  description: >-
     This tutorial describes how to request a license for NVivo 12 Plus,
     download it, and license it.
   technique:
@@ -1955,7 +1954,7 @@
 - id: 124
   title: ArcGIS Online - Workshop videos
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-workshop-videos
-  description:
+  description: >-
     Created by Marcel Fortin, GIS and Map Librarian, in January 2021, this
     4-part video tutorial will teach you how to format, edit, and map spatial data
     using ArcGIS Online.
@@ -1970,7 +1969,8 @@
 - id: 125
   title: ArcGIS Storymaps
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps
-  description: ESRI ArcGIS StoryMaps online workshop videos, January 2021
+  description: >-
+    ESRI ArcGIS StoryMaps online workshop videos, January 2021
   technique:
     - Data Visualization
     - Mapping
@@ -2007,7 +2007,7 @@
 - id: 127
   title: ArcGIS Pro Workshop Outline
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-workshop-outline
-  description:
+  description: >-
     This tutorial will use 7 modules to teach you the basics of ArcGIS
     Pro. These modules will cover topics such as adding, manipulating, analyzing,
     and mapping vector and raster data.
@@ -2035,7 +2035,7 @@
 - id: 129
   title: Getting Started with R and R Studio
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-r-and-r-studio
-  description:
+  description: >-
     This guide helps you get started with the R and RStudio software and
     R code. You can install R from the [R homepage](https://www.r-project.org/). And you can install RStudio from
     the [RStudio homepage](https://rstudio.com/). A more thorough introduction to the R language is covered [here](https://mdl.library.utoronto.ca/technology/tutorials/introduction-r).
@@ -2047,7 +2047,7 @@
 - id: 130
   title: RTRA SAS Program Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/rtra-sas-program-guide
-  description:
+  description: >-
     This guide helps users get started with writing a SAS program/code
     for RTRA purposes.
   technique:
@@ -2070,7 +2070,7 @@
 - id: 132
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
-  description: >-
+  description: |-
     This tutorial introduces [Gale's Digital Scholar Lab(DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
     humanities tool. In this tutorial, you will learn how to: 
     
@@ -2104,7 +2104,7 @@
 - id: 133
   title: Downloading, Installing, and Licensing ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-installing-and-licensing-arcgis-pro
-  description:
+  description: >-
     This tutorial goes over how to download, install, and license ArcGIS
     Pro with your UTORid. Please be advised that ArcGIS Pro is also [available on library
     computers](https://mdl.library.utoronto.ca/technology/computers-with-gis-software) on the St George campus.
@@ -2119,7 +2119,7 @@
 - id: 134
   title: Creating a Tableau Dashboard using COVID-19 data (Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-tableau-dashboard-using-covid-19-data-intermediate
-  description:
+  description: >-
     This tutorial provides an opportunity to learn data visualization skills
     using a common data visualization tool, Tableau Desktop. People often say that
     they learn better when using data that resonates with them, so we are using COVID-19
@@ -2134,7 +2134,7 @@
 - id: 135
   title: Getting Started with Tableau Desktop (Beginner to Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-tableau-desktop-beginner-intermediate
-  description:
+  description: >-
     This is a beginner-to-intermediate level tutorial for Tableau Desktop
     version 2020.2. To acquire a free student, researcher, or instructor license for
     Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If
@@ -2165,7 +2165,7 @@
 - id: 137
   title: Introduction to Infographic Design and Using Piktochart
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-infographic-design-and-using-piktochart
-  description:
+  description: >-
     This tutorial is an introduction to Piktochart, a popular online tool
     used to create infographics. This exercise will illustrate some infographic design
     principles and specific features of Piktochart to create an infographic about
@@ -2314,7 +2314,7 @@
 - id: 144
   title: Creating Data Visualizations Using Tableau Desktop (Beginner)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-data-visualizations-using-tableau-desktop-beginner
-  description:
+  description: >-
     This guide is suitable for new Tableau users looking for information
     on producing popular data visualizations in Tableau, such as bar graphs, line
     graphs, scatterplots, tree maps, and dashboards. If you are looking for more general
@@ -2374,7 +2374,7 @@
 - id: 146
   title: OpenRefine Installation Instructions
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions
-  description:
+  description: >-
     This is a guide to installing and running OpenRefine on your personal
     computer. Please note that all computers in the Map and Data Library (on the fifth
     floor of Robarts) and in the computer labs on the fourth and fifth floors of Robarts
@@ -2414,7 +2414,7 @@
 - id: 148
   title: Finding Statistics Using Statcan's Data Portal (Laurier)
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-statistics-using-statcans-data-portal-laurier
-  description:
+  description: >-
     Link to a video tutorial on how to find statistics and manipulate tables
     to get the data you need.
   technique:
@@ -2425,7 +2425,7 @@
 - id: 149
   title: Logging in to ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-arcgis-online
-  description:
+  description: >-
     This tutorial will take you through two ways of logging in to your
     ESRI ArcGIS Online account for the first time using your UTORid.
   tool:
@@ -2437,7 +2437,8 @@
 - id: 150
   title: Helpful tips when using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/helpful-tips-when-using-scholars-geoportal
-  description: Please [visit this link](http://guides.scholarsportal.info.myaccess.library.utoronto.ca/geoportal/usinggeoportal) for extensive help with Scholars GeoPortal.
+  description: >-
+    Please [visit this link](http://guides.scholarsportal.info.myaccess.library.utoronto.ca/geoportal/usinggeoportal) for extensive help with Scholars GeoPortal.
   tool:
     - Scholars GeoPortal
   date: "2018-02-07"
@@ -2446,7 +2447,7 @@
 - id: 151
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
-  description: 
+  description: >-
     This guide is primarily designed to help users unfamiliar with the
     CANSIM database to find and download data through CHASS. 
     
@@ -2463,7 +2464,7 @@
 - id: 152
   title: Finding/extracting/downloading GIS data using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/findingextractingdownloading-gis-data-using-scholars-geoportal
-  description:
+  description: >-
     This tutorial provides an example of finding, extracting, and downloading
     data from Scholars GeoPortal. [Scholars GeoPortal](http://geo2.scholarsportal.info.myaccess.library.utoronto.ca/) is a geospatial discovery tool
     that provides access to large scale geospatial datasets that can be used for mapping
@@ -2483,7 +2484,7 @@
 - id: 153
   title: Extracting/downloading data using CHASS Canadian Census Analyser
   url: https://mdl.library.utoronto.ca/technology/tutorials/extractingdownloading-data-using-chass-canadian-census-analyser
-  description:
+  description: >-
     The CHASS [Canadian Census Analyser](http://dc.chass.utoronto.ca.myaccess.library.utoronto.ca/census/) allows members of the University of
     Toronto research community to generate custom tables from the Census of Canada
     (1961-2016) and the National Household Survey (2011). This tutorial provides an
@@ -2501,7 +2502,7 @@
 - id: 154
   title: Introduction to SimplyAnalytics
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics
-  description:
+  description: >-
     This online tutorial will provide an introduction to SimplyAnalytics
     and a few of its many possible uses. SimplyAnalytics is a web-based data visualization
     application. 
@@ -2522,7 +2523,7 @@
 - id: 155
   title: Creating contours using Global Mapper
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-global-mapper
-  description:
+  description: >-
     The guide in this PDF will teach the user how to generate contours
     using DEM files in Global Mapper.
   tool:
@@ -2534,7 +2535,7 @@
 - id: 156
   title: Citation rules for machine-readable data in Canadian historical journals
   url: https://mdl.library.utoronto.ca/technology/tutorials/citation-rules-machine-readable-data-canadian-historical-journals
-  description:
+  description: >-
     The following PDF contains an article that elaborates on citation rules
     for machine-readable data in Canadian historical journals.
   technique:
@@ -2561,7 +2562,7 @@
 - id: 159
   title: Online resources to build topography 3D models
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
-  description:
+  description: >-
     This document compiles online resources that help to build terrain
     3D models with a variety of software-options. 
     
@@ -2594,7 +2595,7 @@
 - id: 161
   title: Cleaning data in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-stata
-  description:
+  description: >-
     Stata is a good tool for cleaning and manipulating data, regardless
     of the software you intend to use for analysis. This workshop is suitable for
     both first time data-cleaners and for those familiar with data cleaning.
@@ -2608,7 +2609,8 @@
 - id: 162
   title: Downloading SDA data from CHASS into STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-sda-data-chass-stata
-  description: This tutorial demonstrates how to load SDA data for use in Stata.
+  description: >-
+    This tutorial demonstrates how to load SDA data for use in Stata.
   technique:
     - Extracting data
   tool:
@@ -2691,7 +2693,7 @@
 - id: 169
   title: Scraping tweets using Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/scraping-tweets-using-python
-  description:
+  description: >-
     This tutorial demonstrates how to scrape tweets for data analysis using
     Python and the Twitter API.
   technique:
@@ -2714,7 +2716,7 @@
 - id: 171
   title: SPSS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/spss-learning-modules-ucla
-  description:
+  description: >-
     Comprehensive set of guides that include obtaining SPSS, learning SPSS
     fundamentals and advanced data analysis examples.
   tool:
@@ -2725,7 +2727,8 @@
 - id: 172
   title: Stat/Transfer (File Transfer Utility)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stattransfer-file-transfer-utility
-  description: Introductory guide to the Stat/Transfer utility (version 10).
+  description: >-
+    Introductory guide to the Stat/Transfer utility (version 10).
   technique:
     - Converting data formats
   date: "2017-05-05"
@@ -2734,7 +2737,7 @@
 - id: 173
   title: Stata Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-learning-modules-ucla
-  description:
+  description: >-
     Comprehensive set of guides that include installing Stata, learning
     Stata fundamentals including graphics and advanced data analysis examples.Link:
   tool:
@@ -2745,7 +2748,7 @@
 - id: 174
   title: Summary statistics in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/summary-statistics-stata
-  description:
+  description: >-
     Summary statistics are a way to explore your dataset, find patterns,
     and maybe even refine your question of interest. In this workshop, you will learn
     to use Stata to create basic summary statistics, cross-tabulations, and increasingly
@@ -2768,7 +2771,7 @@
 - id: 176
   title: Cleaning Data in Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-python
-  description:
+  description: >-
     This guide shows the user how to use Spyder to load and clean data
     for further analysis.
   technique:
@@ -2781,7 +2784,7 @@
 - id: 177
   title: Introduction to R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r
-  description:
+  description: >-
     This guide is suitable for new R-users or advanced level R-users looking
     for information on specific topics. The topics covered in this guide are importing,
     exploring, modifying and managing data.
@@ -2798,7 +2801,7 @@
 - id: 178
   title: Downloading census boundary files using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-census-boundary-files-using-scholars-geoportal
-  description:
+  description: |-
     This exercise will showcase how to use Scholars GeoPortal to extract
     Census Tract (CT) census geography for the Census Metropolitan Area (CMA) of Montreal
     using two methods:
@@ -2813,7 +2816,7 @@
 - id: 179
   title: Converting GIS data in FME Quick Translator
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-fme-quick-translator
-  description:
+  description: >-
     FME (File Manipulation Engine) is a powerful software package that
     allows users to quickly convert spatial and non-spatial datasets into other formats
     to facilitate sharing and interoperability. One of its components, FME Quick Translator,
@@ -2834,7 +2837,7 @@
 - id: 180
   title: Selecting the right projection
   url: https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection
-  description:
+  description: >-
     Unsure of which projection to use in your GIS work? This tutorial will
     help you figure out your options.
   technique:
@@ -2852,7 +2855,7 @@
 - id: 181
   title: Citing geospatial data resources
   url: https://mdl.library.utoronto.ca/technology/tutorials/citing-geospatial-data-resources
-  description:
+  description: >-
     This guide, compiled by Alberta Auringer Wood of the Association of
     Canadian Map Libraries and Archives, provides recommended citation formats for
     a wide variety of geospatial data sources. (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
@@ -2870,7 +2873,7 @@
 - id: 182
   title: Deauthorizing ArcGIS
   url: https://mdl.library.utoronto.ca/technology/tutorials/deauthorizing-arcgis
-  description:
+  description: >-
     If you need to uninstall and reinstall your authorized copy of ArcGIS
     (for example, if you are reformatting your hard drive or switching to a new computer
     or **you have entered your eva code in once and it did not authorize**) please follow
@@ -2885,7 +2888,7 @@
 - id: 183
   title: Finding paper maps and atlases
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-paper-maps-and-atlases
-  description:
+  description: >-
     This tutorial demonstrates how to find paper maps and atlases in the
     University of Toronto Libraries catalogue, then locate them in Map & Data Library's
     fifth floor collection.
@@ -2898,7 +2901,7 @@
 - id: 184
   title: Using the large format scanner
   url: https://mdl.library.utoronto.ca/technology/tutorials/using-large-format-scanner
-  description:
+  description: >-
     This tutorial will help users learn how to properly use the Map and
     Data Library's large format scanner.
   technique:

From 4eaec1d153353b0c5203c93eb7397737494398ab Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Wed, 10 Dec 2025 00:46:36 -0500
Subject: [PATCH 181/211] =?UTF-8?q?feat:=20replaced=20the=20Last=20updated?=
 =?UTF-8?q?=20date=20to=20use=20the=20built=20date,=20without=20n=E2=80=A6?=
 =?UTF-8?q?=20(#38)?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

* feat: replaced the Last updated date to use the built date, without needing to use github ci workflow to process it

* ci: Auto-update date to 2025-12-10 [skip ci]

* fix: put yamllint to the last

* feat: remove auto gen date job.
---
 .github/workflows/ci_pr.yml  | 34 +---------------------------------
 _config.yml                  |  2 +-
 _layouts/minimal_search.html |  2 +-
 3 files changed, 3 insertions(+), 35 deletions(-)

diff --git a/.github/workflows/ci_pr.yml b/.github/workflows/ci_pr.yml
index 285daba..a4c7c33 100644
--- a/.github/workflows/ci_pr.yml
+++ b/.github/workflows/ci_pr.yml
@@ -26,36 +26,4 @@ jobs:
         run: python3 -m pip install yamllint
 
       - name: Lint YAML files
-        run: "yamllint -f github -d '{extends: default, rules: {line-length: disable}}' _data/guides.yml"
-
-          # Auto-generate date job to update _config.yml
-  auto-gen-date:
-    name: Update ci_last_modified_date
-    runs-on: ubuntu-latest
-    permissions:
-      contents: write
-    steps:
-      - name: Checkout
-        uses: actions/checkout@v5
-        with:
-          ref: ${{ github.head_ref }}
-          persist-credentials: true
-          fetch-depth: 0
-
-      - name: Set date
-        id: set_date
-        run: |
-          date_value=$(date +'%Y-%m-%d')
-          echo "date_yyyy_mm_dd=$date_value" >> $GITHUB_ENV
-          echo "date=$date_value" >> $GITHUB_OUTPUT
-
-      - name: Update _config.yml
-        uses: mikefarah/yq@master
-        with:
-          cmd: yq -i '.ci_last_modified_date = "${{ steps.set_date.outputs.date }}"' _config.yml
-
-      - name: Commit and Push
-        uses: stefanzweifel/git-auto-commit-action@v7
-        with:
-          commit_message: "ci: Auto-update date to ${{ steps.set_date.outputs.date }} [skip ci]"
-          file_pattern: "_config.yml"
\ No newline at end of file
+        run: "yamllint -f github -d '{extends: default, rules: {line-length: disable}}' _data/guides.yml"
\ No newline at end of file
diff --git a/_config.yml b/_config.yml
index 18905fa..85fcd1e 100644
--- a/_config.yml
+++ b/_config.yml
@@ -206,4 +206,4 @@ compress_html:
 sass:
   quiet_deps: true # https://github.com/just-the-docs/just-the-docs/issues/1541
   silence_deprecations: ["import"] # https://github.com/just-the-docs/just-the-docs/issues/1607
-ci_last_modified_date: "2025-12-05"
+ci_last_modified_date: "2025-12-10"
diff --git a/_layouts/minimal_search.html b/_layouts/minimal_search.html
index 1761307..536342f 100644
--- a/_layouts/minimal_search.html
+++ b/_layouts/minimal_search.html
@@ -768,7 +768,7 @@
             </a>
             <h1><a href="{{ '/' | relative_url }}">📚 Learn@MDL</a></h1>
             <p>Browse and discover tutorials and workshops from the Map & Data Library, University of Toronto.</p>
-            <p style="color: rgba(255,255,255,0.8); font-size: 0.9rem; margin-top: 10px;">Last updated: {{ site.ci_last_modified_date | default: "N/A" }}</p>
+            <p style="color: rgba(255,255,255,0.8); font-size: 0.9rem; margin-top: 10px;">Last updated: {{ site.time | date: "%Y-%m-%d" | default: "N/A" }}</p>
         </header>
 
         <div class="sticky-search-wrapper">

From b426d7755807584bc2c9cf794493cb709999500c Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Wed, 10 Dec 2025 01:03:16 -0500
Subject: [PATCH 182/211] ci: ignore [skip ci] in deploy workflow (#39)

* ci: ignore [skip ci] in deploy workflow

* feat: dummy push
---
 .github/workflows/deploy.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml
index 868dec4..d72c1b7 100644
--- a/.github/workflows/deploy.yml
+++ b/.github/workflows/deploy.yml
@@ -1,4 +1,3 @@
----
 # This workflow uses actions that are not certified by GitHub.
 # They are provided by a third-party and are governed by
 # separate terms of service, privacy policy, and support
@@ -16,7 +15,7 @@ on:
 
 # Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages
 permissions:
-  contents: write
+  contents: read
   pages: write
   id-token: write
 
@@ -26,9 +25,9 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
-
   # Build job
   build:
+    if: ${{ github.event_name == 'workflow_dispatch' || (github.event_name == 'push' && !contains(github.event.head_commit.message, '[skip ci]')) }}
     runs-on: ubuntu-latest
     steps:
       - name: Checkout
@@ -55,6 +54,7 @@ jobs:
 
   # Deployment job
   deploy:
+    if: ${{ github.event_name == 'workflow_dispatch' || (github.event_name == 'push' && !contains(github.event.head_commit.message, '[skip ci]')) }}
     environment:
       name: github-pages
       url: ${{ steps.deployment.outputs.page_url }}

From 2a33aa8fb729d884900ea0601031779f223132a5 Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Fri, 12 Dec 2025 00:15:09 -0500
Subject: [PATCH 183/211] Feat/render description md (#40)

* feat: added support for rendering markdown text for description (YAML -> UI)

* feat: added support for highlighting links/email.

* feat: update README to clarify markdown support in description field

* docs: update the README for editing YAML file
---
 _layouts/minimal_search.html | 14 +++++++++++++-
 docs/update-data/README.md   |  2 +-
 2 files changed, 14 insertions(+), 2 deletions(-)

diff --git a/_layouts/minimal_search.html b/_layouts/minimal_search.html
index 536342f..0d523e4 100644
--- a/_layouts/minimal_search.html
+++ b/_layouts/minimal_search.html
@@ -5,6 +5,7 @@
     <meta charset="UTF-8">
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
     <title>{{ page.title }}</title>
+    <script src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"></script>
     <style>
         :root {
             /* Maximum number of cards to display per row on wider screens */
@@ -411,6 +412,16 @@
             max-height: none;
         }
 
+        .guides-description a {
+            color: #0066cc;
+            text-decoration: underline;
+        }
+
+        .guides-description a:hover {
+            color: #004499;
+            text-decoration: underline;
+        }
+
         .read-more-btn {
             background: none;
             border: none;
@@ -1205,11 +1216,12 @@ <h3>No guides found</h3>
 
                 // Safely handle description
                 const description = guide.description && guide.description !== 'undefined' && guide.description !== 'null' ? guide.description : '';
+                const descriptionHtml = description ? marked.parse(description) : '';
 
                 return `
                 <div class="guides-card">
                     <h3><a href="${guide.url}" target="_blank">${guide.title}</a></h3>
-                    <p class="guides-description" id="${uniqueId}" data-full-text="${description.replace(/"/g, '&quot;')}">${description}</p>
+                    <div class="guides-description" id="${uniqueId}" data-full-text="${description.replace(/"/g, '&quot;')}">${descriptionHtml}</div>
                     <button class="read-more-btn" id="btn-${uniqueId}" onclick="toggleDescription('${uniqueId}', this)" style="display: none;">Read more</button>
                     <div class="guides-tags">
                         ${techniques.map(cat => `<span class="tag technique${activeFilters.technique.has(cat) ? ' active' : ''}" data-facet="technique" data-value="${cat}">${cat}</span>`).join('')}
diff --git a/docs/update-data/README.md b/docs/update-data/README.md
index 18e6486..7834421 100644
--- a/docs/update-data/README.md
+++ b/docs/update-data/README.md
@@ -6,7 +6,7 @@ Each tutorial entry can have the following fields:
 |----------------|------------|----------------------------------------------------------------------------------------------------------------|-----------------------------|
 | `id`           | No         | A unique identifier for the tutorial.                                                                         | String                     |
 | `title`        | Yes        | The title of the tutorial.                                                                                    | String                     |
-| `description`  | No         | A brief description of the tutorial.                                                                          | String                     |
+| `description`  | No         | A brief description of the tutorial. <br><br>**Note**: Markdown is supported when rendering this field in the web interface.               | String                     |
 | `url`          | Yes        | The URL of the tutorial.                                                                                      | String (URL)                |
 | `technique`    | No         | The technique(s) covered in the tutorial.                                                                     | String or Array of Strings  |
 | `tool`         | No         | The tool(s) used in the tutorial.                                                                             | String or Array of Strings  |

From 51378a9452a5936f138494b3173b8ee3c71260d4 Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Fri, 19 Dec 2025 10:21:19 -0500
Subject: [PATCH 184/211] feat: added support for opening links in description
 in the new tab

---
 _layouts/minimal_search.html | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/_layouts/minimal_search.html b/_layouts/minimal_search.html
index 0d523e4..e25d359 100644
--- a/_layouts/minimal_search.html
+++ b/_layouts/minimal_search.html
@@ -6,6 +6,14 @@
     <meta name="viewport" content="width=device-width, initial-scale=1.0">
     <title>{{ page.title }}</title>
     <script src="https://cdn.jsdelivr.net/npm/marked/marked.min.js"></script>
+    <script>
+        // Configure marked to open links in new tabs
+        const renderer = new marked.Renderer();
+        renderer.link = function(token) {
+            return `<a href="${token.href}" target="_blank" rel="noopener noreferrer">${token.text}</a>`;
+        };
+        marked.setOptions({ renderer: renderer });
+    </script>
     <style>
         :root {
             /* Maximum number of cards to display per row on wider screens */

From 2c1303d3dece0015f5a14ce8294b6c018b63c468 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 04:50:38 -0500
Subject: [PATCH 185/211] Check 0106

---
 Gemfile.lock | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/Gemfile.lock b/Gemfile.lock
index 13b2537..065ac60 100644
--- a/Gemfile.lock
+++ b/Gemfile.lock
@@ -46,6 +46,7 @@ GEM
     ffi (1.17.2-arm-linux-gnu)
     ffi (1.17.2-arm-linux-musl)
     ffi (1.17.2-arm64-darwin)
+    ffi (1.17.2-x64-mingw-ucrt)
     ffi (1.17.2-x86_64-darwin)
     ffi (1.17.2-x86_64-linux-gnu)
     ffi (1.17.2-x86_64-linux-musl)
@@ -66,6 +67,9 @@ GEM
     google-protobuf (4.32.1-arm64-darwin)
       bigdecimal
       rake (>= 13)
+    google-protobuf (4.32.1-x64-mingw-ucrt)
+      bigdecimal
+      rake (>= 13)
     google-protobuf (4.32.1-x86_64-darwin)
       bigdecimal
       rake (>= 13)
@@ -150,6 +154,8 @@ GEM
       racc (~> 1.4)
     nokogiri (1.18.10-arm64-darwin)
       racc (~> 1.4)
+    nokogiri (1.18.10-x64-mingw-ucrt)
+      racc (~> 1.4)
     nokogiri (1.18.10-x86_64-darwin)
       racc (~> 1.4)
     nokogiri (1.18.10-x86_64-linux-gnu)
@@ -189,6 +195,8 @@ GEM
       google-protobuf (~> 4.31)
     sass-embedded (1.93.2-arm64-darwin)
       google-protobuf (~> 4.31)
+    sass-embedded (1.93.2-x64-mingw-ucrt)
+      google-protobuf (~> 4.31)
     sass-embedded (1.93.2-x86_64-darwin)
       google-protobuf (~> 4.31)
     sass-embedded (1.93.2-x86_64-linux-gnu)
@@ -219,6 +227,7 @@ PLATFORMS
   arm-linux-musl
   arm-linux-musleabihf
   arm64-darwin
+  x64-mingw-ucrt
   x86_64-darwin
   x86_64-linux-gnu
   x86_64-linux-musl

From 3c5ca1118ad49220d6b9d0a566067a30d9ad1861 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 04:50:55 -0500
Subject: [PATCH 186/211] check 0106

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2c7472a..d24d610 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -476,14 +476,14 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 33
-  title: "Workshop Recording: Working with Messy Data in Open Refine (Oct. 28, 2021)"
+  title: "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
   description: >-
-    This page provides a video recording of a workshop on Open Refine.
+    This page provides a video recording of a workshop on OpenRefine.
   technique:
     - Cleaning data
   tool:
-    - Open Refine
+    - OpenRefine
   date: "2025-01-28"
   series: MDL Tutorials
   type: Tutorial

From 1ac648b4bf26e9bb0af98e3e96b44b4668bc7615 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 13:30:13 -0500
Subject: [PATCH 187/211] Final Check 32

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d24d610..35d0895 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -461,8 +461,8 @@
     This page provides a video recording of a workshop on various text
     analysis tools. 
 
-    **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning
-    materials will remain available afterwards. Please also note that Hathi Trust Research
+     **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning
+    materials will remain available afterwards. Please also note that HathiTrust Research
     Center will no longer be funded by the end of 2026.
   technique:
     - Text and Data Mining
@@ -471,7 +471,7 @@
   tool:
     - Constellate
     - Digital Scholar Lab
-    - Hathi Trust Research Center
+    - HathiTrust Research Center
   date: "2025-01-28"
   series: MDL Tutorials
   type: Tutorial

From 1949c7fc07b6b46eaece5ca8b5cc030d3ae44cb3 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 13:31:50 -0500
Subject: [PATCH 188/211] Final Check 10

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 35d0895..22ef3f2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -137,7 +137,7 @@
     (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
     11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
     1.5-2.5 million records per year. Records provide information about business location
-    (including address, census geography & lat/long coordinates (US database only)),
+    (including address, census geography & lat/long coordinates (US database only),
     number of employees, sales volume, NAICS & SIC codes, unique identifier across
     time for businesses and parent entities. Complete record layouts and decodes are
     available for download via the Borealis links above.

From ab8d1c80a39135d9e82b5f2fc457f9637500e2fc Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 14:21:19 -0500
Subject: [PATCH 189/211] Final Check 10 Again

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 22ef3f2..35d0895 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -137,7 +137,7 @@
     (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
     11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
     1.5-2.5 million records per year. Records provide information about business location
-    (including address, census geography & lat/long coordinates (US database only),
+    (including address, census geography & lat/long coordinates (US database only)),
     number of employees, sales volume, NAICS & SIC codes, unique identifier across
     time for businesses and parent entities. Complete record layouts and decodes are
     available for download via the Borealis links above.

From 26cfd54e666f43059148c6b2a0efe6240275c4ef Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 14:32:51 -0500
Subject: [PATCH 190/211] Final Check 132

---
 _data/guides.yml | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 35d0895..ce49d8f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2071,22 +2071,22 @@
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description: |-
-    This tutorial introduces [Gale's Digital Scholar Lab(DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
+    This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
     humanities tool. In this tutorial, you will learn how to: 
     
-    - Build a collection of texts, including uploading your own materials 
+    1. Build a collection of texts, including uploading your own materials 
     
-    - Create collaborative workspaces
+    2. Create collaborative workspaces
     
-    - Clean texts
+    3. Clean texts
     
-    - Run analytical tools on texts and visualize the results
+    4. Run analytical tools on texts and visualize the results
     
-    - Download the data, graphs, and other visualizations produced through this tool
+    5. Download the data, graphs, and other visualizations produced through this tool
     
-    - Download the scanned texts in your collection, so that you can use them in other programs
+    6. Download the scanned texts in your collection, so that you can use them in other programs
     
-    - Find additional training and resources
+    7. Find additional training and resources
     
     *Note: Gale periodically updates the Digital Scholar Lab,
     so some features of this tutorial might not always match the latest interface.

From 37fe093d74f602ffd349f31de08c094802aaaf82 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 14:35:55 -0500
Subject: [PATCH 191/211] Final Check 173

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index ce49d8f..2d93271 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2739,7 +2739,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-learning-modules-ucla
   description: >-
     Comprehensive set of guides that include installing Stata, learning
-    Stata fundamentals including graphics and advanced data analysis examples.Link:
+    Stata fundamentals including graphics and advanced data analysis examples. Link: http://stats.idre.ucla.edu/stata/
   tool:
     - Stata
   date: "2017-05-05"

From 1b54d79e1baf588aff913c570d6b38997e894ff6 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 14:40:26 -0500
Subject: [PATCH 192/211] Final Check 142

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2d93271..d56e759 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2260,7 +2260,7 @@
     and so their service is not available for API calls. Until service resumes, please
     skip step 3, and during step 5, please chose to Get Data From: This Computer and
     select the 311.json file in the packaged workshop files. This represents a snapshot
-    of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca if
+    of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if
     you run into difficulties.* 
     
     Sometimes you don't have your data in a file. Instead

From 7148ec2d9c5950cc9624abbcffec9e52d500f1a1 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 6 Jan 2026 15:12:21 -0500
Subject: [PATCH 193/211] Final Check 47

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index d56e759..524d3cf 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -686,8 +686,8 @@
     This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
     
     Find information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users. Note: If you
-    need NVivo 14, please reach out to us using our contact form
+    well as how to activate the license key for new and existing users. *Note: If you
+    need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:
     - Qualitative Data Analysis
   tool:

From 5e83151b411bcac692b77d25c141021c8c30ce8e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 8 Jan 2026 14:24:29 -0500
Subject: [PATCH 194/211] Final Check 148

---
 _data/guides.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/_data/guides.yml b/_data/guides.yml
index 524d3cf..015f9b9 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2417,6 +2417,8 @@
   description: >-
     Link to a video tutorial on how to find statistics and manipulate tables
     to get the data you need.
+
+    https://library.wlu.ca/help/tutorials/finding-statistics-using-statcans-data-portal 
   technique:
     - Searching for maps and data
   date: "2018-09-12"

From 3d572f5d8310a3baa4a6779501a6691df4c64f9f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 8 Jan 2026 14:47:22 -0500
Subject: [PATCH 195/211] Final Check 100

---
 _data/guides.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 015f9b9..abfb6d6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1590,8 +1590,7 @@
   description: >-
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    Here are some ways
-    to dig deeper into the archival and instructional materials in theDigital Scholar
+    Here are some ways to dig deeper into the archival and instructional materials in theDigital Scholar
     Lab.
   tool:
     - Digital Scholar Lab

From df1a99fe1e9509ff2ea8671dd6bb6c96a6315c24 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Thu, 8 Jan 2026 14:57:11 -0500
Subject: [PATCH 196/211] Final Check 181

---
 _data/guides.yml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index abfb6d6..4508ef7 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2857,9 +2857,9 @@
   title: Citing geospatial data resources
   url: https://mdl.library.utoronto.ca/technology/tutorials/citing-geospatial-data-resources
   description: >-
-    This guide, compiled by Alberta Auringer Wood of the Association of
+    [This guide, compiled by Alberta Auringer Wood of the Association of
     Canadian Map Libraries and Archives, provides recommended citation formats for
-    a wide variety of geospatial data sources. (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
+    a wide variety of geospatial data sources.] (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
     
     Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:

From 9c16d1d8a97535b33a8c9f09c4bac9a7884ad914 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 12:01:16 -0500
Subject: [PATCH 197/211] 132 Ordered List Change 1

---
 _data/guides.yml | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 4508ef7..dd1804a 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2074,17 +2074,11 @@
     humanities tool. In this tutorial, you will learn how to: 
     
     1. Build a collection of texts, including uploading your own materials 
-    
     2. Create collaborative workspaces
-    
     3. Clean texts
-    
     4. Run analytical tools on texts and visualize the results
-    
     5. Download the data, graphs, and other visualizations produced through this tool
-    
     6. Download the scanned texts in your collection, so that you can use them in other programs
-    
     7. Find additional training and resources
     
     *Note: Gale periodically updates the Digital Scholar Lab,

From f5ccf2d1f15ff642eadc2b06cdafbef928ae33e6 Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Fri, 9 Jan 2026 15:03:40 -0500
Subject: [PATCH 198/211] feat: fix the rendering of new lines in description

---
 _layouts/minimal_search.html | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/_layouts/minimal_search.html b/_layouts/minimal_search.html
index e25d359..ea917db 100644
--- a/_layouts/minimal_search.html
+++ b/_layouts/minimal_search.html
@@ -420,6 +420,14 @@
             max-height: none;
         }
 
+        .guides-description p {
+            margin-bottom: 1em;
+        }
+
+        .guides-description p:last-child {
+            margin-bottom: 0;
+        }
+
         .guides-description a {
             color: #0066cc;
             text-decoration: underline;

From f90c275321c3b4aa3a43a3b83d6311e280297e26 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 15:23:06 -0500
Subject: [PATCH 199/211] >- to |

---
 _data/guides.yml | 348 +++++++++++++++++++++++------------------------
 1 file changed, 174 insertions(+), 174 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index dd1804a..1fbaa2d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -16,7 +16,7 @@
 - id: 2
   title: Introduction to Power BI
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-power-bi
-  description: >-
+  description: |
     This tutorial outlines the steps taken in the demonstration during
     the live workshop on an Introduction to Data Visualization Using Power BI. This
     is a companion tutorial, but can also be used as a stand-alone introduction to
@@ -32,7 +32,7 @@
 - id: 3
   title: Getting MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-maxqda
-  description: >-
+  description: |
     MAXQDA is qualitative data analysis software. You are able to access
     it in the 4th floor computer lab of Robarts Library or purchase your own personal
     copy.
@@ -46,7 +46,7 @@
 - id: 4
   title: Introduction to Using MAXQDA for Qualitative Data Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-using-maxqda-qualitative-data-analysis
-  description: >-
+  description: |
     This is an introductory tutorial for MAXQDA. The goal of this tutorial
     is to learn about the basic features in MAXQDA that will allow you to organize
     and analyze qualitative data. Part 1 will teach you to use MAXQDA, to load information,
@@ -64,7 +64,7 @@
 - id: 5
   title: Moving from NVivo to MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/moving-nvivo-maxqda
-  description: >-
+  description: |
     To move between qualitative data analysis tools, you must put your
     project file into [REFI-QDA standard](https://www.qdasoftware.org/).
   technique:
@@ -77,7 +77,7 @@
 - id: 6
   title: "MAXQDA: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/maxqda-information-resources-tutorials-and-workshops
-  description: >-
+  description: |
     [MAXQDA](https://www.maxqda.com/) is a program used for qualitative data analysis. It supports
     researchers in managing, organizing, and analyzing qualitative data to produce
     new insight, infer relationships, and identify themes.
@@ -91,7 +91,7 @@
 - id: 7
   title: Accessing JSTOR Text Analysis Support
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-jstor-text-analysis-support
-  description: >-
+  description: |
     This tutorial shows how to register for a JSTOR account and use the
     JSTOR Text Analysis tools, which replace the [now-ended Constellate platform](https://constellate.org/docs/constellate-sunset).
   technique:
@@ -104,7 +104,7 @@
 - id: 8
   title: Transferring Data to a Public ArcGIS Online Account
   url: https://mdl.library.utoronto.ca/technology/tutorials/transferring-data-public-arcgis-online-account
-  description: >-
+  description: |
     This tutorial provides step-by-step guidance on how to transfer work
     on ArcGIS Online from a University of Toronto (UofT) institutional account to
     the free (aka ‘public’) version of the service.
@@ -119,7 +119,7 @@
 - id: 9
   title: Geospatial Analysis with Python & Jupyter Notebooks
   url: https://mdl.library.utoronto.ca/technology/tutorials/geospatial-analysis-python-jupyter-notebooks
-  description: >-
+  description: |
     This tutorial provides detailed walk-throughs of how to use Jupyter
     Notebooks and open-source Python libraries to perform geospatial analysis.
   technique:
@@ -132,7 +132,7 @@
 - id: 10
   title: Working with the Data Axle Historical Business Location Data
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-data-axle-historical-business-location-data
-  description: >-
+  description: |
     The Data Axle Historical Business Location Data provides one data file
     (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
     11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
@@ -147,7 +147,7 @@
 - id: 11
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
-  description: >-
+  description: |
     The University of Toronto has licensed six separate datasets from [Revelio
     Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate
     easy access and querying across products, all datasets have been loaded into SciNet's
@@ -163,7 +163,7 @@
 - id: 12
   title: Introduction to Working with Notebooks in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-working-notebooks-arcgis-pro
-  description: >-
+  description: |
     This guide provides some introductory information on how to use notebooks
     in the ArcGIS Pro environment. You will learn about what notebooks are, how to
     use them, and some useful tips on using ArcPy to analyze your geospatial data.
@@ -179,7 +179,7 @@
 - id: 13
   title: "Bits and Bytes Series: Canadian Census Discovery Portal (Sept. 22, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-canadian-census-discovery-portal-sept-22-2020
-  description: >-
+  description: |
     This page provides a presentation on the **Canadian Census Discovery Portal** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -194,7 +194,7 @@
     "Bits and Bytes Series: Constellate - A New Platform to Learn Text Analysis
     (Jun. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-constellate-new-platform-learn-text-analysis-jun-28-2021
-  description: >-
+  description: |
     Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards. This page provides a presentation on Constellate:
     A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted
@@ -212,7 +212,7 @@
     "Bits and Bytes Series: Getting Started with Python in ArcGIS Pro (Nov. 17,
     2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-getting-started-python-arcgis-pro-nov-17-2020
-  description: >-
+  description: |
     This page provides a presentation on **Getting Started with Python in
     ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
@@ -232,7 +232,7 @@
     "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
     1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
-  description: >-
+  description: |
     This page provides a presentation on an **Introduction to Dataverse for
     Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
     Library that features presentations and demonstrations on data-related topics
@@ -243,7 +243,7 @@
 - id: 17
   title: "Bits and Bytes Series: Introduction to Web APIs (Apr. 1, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-web-apis-apr-1-2021
-  description: >-
+  description: |
     This page provides a presentation on an **Introduction to Web APIs** as part
     of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features
     presentations and demonstrations on data-related topics and tools, such as web
@@ -257,7 +257,7 @@
 - id: 18
   title: "Bits and Bytes Series: Using LiDAR Data in ArcGIS Pro (Feb. 25, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-using-lidar-data-arcgis-pro-feb-25-2021
-  description: >-
+  description: |
     This page provides a presentation on **Using LiDAR Data in ArcGIS Pro** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -272,7 +272,7 @@
 - id: 19
   title: "Bits and Bytes Series: Working with Web Archive Data (Sept. 29, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-working-web-archive-data-sept-29-2020
-  description: >-
+  description: |
     This page provides a presentation on **Working with Web Archive Data** as
     part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
     features presentations and demonstrations on data-related topics and tools, such
@@ -287,7 +287,7 @@
   title:
     "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     Python, continuing from where the first part of the Python series left off.
   tool:
@@ -300,7 +300,7 @@
     "Workshop Recording: An Introduction to Programming for Absolute Beginners
     Using Python Pt. 1 (March 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-programming-absolute-beginners-using-python-pt
-  description: >-
+  description: |
     This page provides a video recording of the first part of an introductory
     workshop series on Python.
   tool:
@@ -311,7 +311,7 @@
 - id: 22
   title: "Workshop Recording: Excel: Beyond the Basics (Oct. 25, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-excel-beyond-basics-oct-25-2022
-  description: >-
+  description: |
     This page provides a video recording of a workshop on using intermediate
     features of Excel.
   technique:
@@ -326,7 +326,7 @@
     "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop
     (Nov. 24, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-data-visualization-using-tableau-desktop-nov
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     using Tableau Desktop for data visualization.
   technique:
@@ -341,7 +341,7 @@
     "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social
     Science Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-feb-3-2022-social-science
-  description: >-
+  description: |
     This page provides a video recording of a workshop on best practices
     for creating infographics - with a specific social science related infographic
     critique example.
@@ -355,7 +355,7 @@
     "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health
     Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-nov-16-2021-health-critique
-  description: >-
+  description: |
     This page provides a video recording of a workshop on best practices
     for creating infographics - with a specific health-related infographic critique
     example.
@@ -369,7 +369,7 @@
     "Workshop Recording: Introduction to Network Analysis and Visualization Using
     Gephi (Nov. 2, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-network-analysis-and-visualization-using-gephi
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     using Gephi for network analysis and visualization.
   technique:
@@ -382,7 +382,7 @@
 - id: 27
   title: "Workshop Recording: Introduction to NVivo 12 (Mac Version) (Mar. 17, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-mac-version-mar-17-2022
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     NVivo 12 for Mac.
   technique:
@@ -395,7 +395,7 @@
 - id: 28
   title: "Workshop Recording: Introduction to R (Dec. 8, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-r-dec-8-2020
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     using the R statistical programming language.
   technique:
@@ -410,7 +410,7 @@
 - id: 29
   title: "Workshop Recording: Introduction to Stata (Dec. 3, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-stata-dec-3-2021
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     Stata.
   technique:
@@ -427,7 +427,7 @@
     "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
     Analysis (Mac Version) (Nov. 26, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis-mac
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     NVivo 14/15 for Mac.
   technique:
@@ -442,7 +442,7 @@
     "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
     Analysis (Windows Version) (Nov. 12, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     NVivo 14/15 for Windows.
   technique:
@@ -457,7 +457,7 @@
     "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available
     Tools (Feb. 14, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
-  description: >-
+  description: |
     This page provides a video recording of a workshop on various text
     analysis tools. 
 
@@ -478,7 +478,7 @@
 - id: 33
   title: "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
-  description: >-
+  description: |
     This page provides a video recording of a workshop on OpenRefine.
   technique:
     - Cleaning data
@@ -492,7 +492,7 @@
     "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 –
     Theory and Critique)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-1-theory-and
-  description: >-
+  description: |
     This page provides access to a Data Visualization self-paced online
     Quercus course that focuses on data viz theory and provides opportunities to practice
     critiquing visualizations.
@@ -506,7 +506,7 @@
     "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 –
     Practice with Tableau)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-2-practice
-  description: >-
+  description: |
     This page provides access to a Data Visualization self-paced online
     Quercus course that introduces participants to Tableau Desktop. Participants will
     learn to create visualizations using some example datasets.
@@ -520,7 +520,7 @@
 - id: 36
   title: "Self-Paced Online Course: Introduction to Infographics"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-introduction-infographics
-  description: >-
+  description: |
     This page provides access to an Infographics self-paced online Quercus
     course that focuses on best practices for creating infographics.
   technique:
@@ -533,7 +533,7 @@
 - id: 37
   title: "Self-Paced Online Course: R - An Introduction"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-introduction
-  description: >-
+  description: |
     This page provides access to a self-paced online Quercus course that
     focuses on how to use R for exploring and manipulating data.
   technique:
@@ -548,7 +548,7 @@
 - id: 38
   title: "Self-Paced Online Course: R - Intermediate"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-intermediate
-  description: >-
+  description: |
     This page provides access to a self-paced online Quercus course that
     focuses on using R for intermediate level data manipulation and visualization,
     and programming flow control.
@@ -564,7 +564,7 @@
 - id: 39
   title: "Self-Paced Online Course: Working with Messy Data in OpenRefine"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-working-messy-data-openrefine
-  description: >-
+  description: |
     This page provides access to a self-paced online Quercus course that
     focuses on data cleaning using OpenRefine.
   technique:
@@ -577,7 +577,7 @@
 - id: 40
   title: "Workshop Recording: An Introductory Tour of ArcGIS Pro (Oct. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introductory-tour-arcgis-pro-oct-1-2024
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     ArcGIS Pro.
   technique:
@@ -591,7 +591,7 @@
 - id: 41
   title: "Workshop Recording: ArcGIS Pro -  Spatial Analysis (Nov. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-spatial-analysis-nov-1-2024
-  description: >-
+  description: |
     This page provides a video recording of a workshop in ArcGIS Pro focusing
     on spatial analysis.
   technique:
@@ -607,7 +607,7 @@
     "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15,
     2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-loading-and-manipulating-data-oct-15-2024
-  description: >-
+  description: |
     This page provides a video recording of a workshop on ArcGIS Pro that
     focuses on loading and manipulating data.
   technique:
@@ -623,7 +623,7 @@
     "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov.
     30, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
-  description: >-
+  description: |
     This page provides a video recording of an introductory workshop on
     Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning
     materials will remain available afterwards.
@@ -639,7 +639,7 @@
     "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15,
     2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-windows-version-mar-15-2022
-  description: >-
+  description: |
     This page provides a video recording of a introductory workshop on
     NVivo 12 for Windows.
   technique:
@@ -664,7 +664,7 @@
 - id: 46
   title: Introduction to GIS using R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-gis-using-r
-  description: >-
+  description: |
     This tutorial is a beginner friendly introduction to work with GIS
     data using R. The topics covered are creating and importing GIS data including
     point, line, and polygon features; making maps; and running common spatial analyses.
@@ -682,7 +682,7 @@
 - id: 47
   title: Installing and Licensing NVivo 15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
-  description: >-
+  description: |
     This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
     
     Find information on how to request a license, download and install the software, as
@@ -698,7 +698,7 @@
 - id: 48
   title: Installing and Licensing NVivo 15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-windows
-  description: >-
+  description: |
     This tutorial is for installing and licensing **NVivo 15** on Windows computers. Find
     information on how to request a license, download and install the software, as
     well as how to activate the license key for new and existing users. *Note: If you
@@ -713,7 +713,7 @@
 - id: 49
   title: Guide for Site Research
   url: https://mdl.library.utoronto.ca/technology/tutorials/guide-site-research
-  description: >-
+  description: |
     Site research involves the comprehensive analysis of a location's physical,
     cultural, and environmental characteristics. This process encompasses assessing
     topography, climate, zoning regulations, and existing infrastructure, as well
@@ -732,7 +732,7 @@
 - id: 50
   title: Introduction to R Shiny
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-shiny
-  description: >-
+  description: |
     Shiny is a powerful open-source tool that is used to build easy interactive
     web applications. This guide will help users get started in creating R Shiny applications.
   technique:
@@ -747,7 +747,7 @@
 - id: 51
   title: Adding Media Layers in ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/adding-media-layers-arcgis-online
-  description: >-
+  description: |
     This tutorial will cover how to 'georeference' a raster image through
     media layers in ArcGIS Online.
   technique:
@@ -761,7 +761,7 @@
 - id: 52
   title: Creating a point layer of locations in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-point-layer-locations-arcgis-pro
-  description: >-
+  description: |
     This is a beginner’s guide to creating a point layer in ArcGIS Pro
     using the latitude and longitude of the locations you wish to display. How to
     locate coordinates online will be discussed. The first part of this guide will
@@ -779,7 +779,7 @@
 - id: 53
   title: Mapping Census Data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/mapping-census-data-arcgis-pro
-  description: >-
+  description: |
     This tutorial will cover how to download census data and census boundary
     files and match them together in ArcGIS Pro for further analysis. Census data
     will be downloaded using CHASS.
@@ -798,7 +798,7 @@
 - id: 54
   title: Converting GIS data to AutoCAD in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-autocad-arcgis-pro
-  description: >-
+  description: |
     This tutorial will demonstrate how to convert geospatial datasets saved
     as shapefiles into AutoCAD format.
   technique:
@@ -815,7 +815,7 @@
     Extracting the geographic features you need from a larger dataset in ArcGIS
     Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/extracting-geographic-features-you-need-larger-dataset-arcgis-pro
-  description: >-
+  description: |
     You may have noticed that many GIS datasets contain information about
     a geographic extent that is larger than your area of interest. Your research may
     involve analysis of data related to a single municipality in Ontario, yet you
@@ -836,7 +836,7 @@
 - id: 56
   title: Creating contours using ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-arcgis-pro
-  description: >-
+  description: |
     Digital elevation models (DEMs) are geospatial datasets that contain
     elevation values sampled according to a regularly spaced rectangular grid. They
     can be used in terrain analysis, SD visualizations and hydrological modelling,
@@ -854,7 +854,7 @@
 - id: 57
   title: Clipping Rasters in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/clipping-rasters-arcgis-pro
-  description: >-
+  description: |
     This tutorial covers two methods for clipping raster datasets from
     ArcGIS Pro.
   technique:
@@ -870,7 +870,7 @@
 - id: 58
   title: Projecting your data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/projecting-your-data-arcgis-pro
-  description: >-
+  description: |
     In order for many GIS functions to work properly, your datasets need
     to be stored in a common projected coordinate system. This guide will assist you
     with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection
@@ -889,7 +889,7 @@
 - id: 59
   title: Exporting Data from OpenStreetMap for QGIS
   url: https://mdl.library.utoronto.ca/tutorials/exporting-map-data-osm-qgis
-  description: >-
+  description: |
     In the case you need to acquire detailed city data to produce a large-scale
     map and we don’t have what you’re looking for in our data inventory, there is
     a chance that the user-contributed maps of OpenStreetMap.org may do the trick.
@@ -904,7 +904,7 @@
 - id: 60
   title: Importing Alternative Sources in NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-mac
-  description: >-
+  description: |
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Data menu, by choosing the appropriate
     option. However, this tutorial will show you a common source of data that you
@@ -919,7 +919,7 @@
 - id: 61
   title: Importing Alternative Sources in NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-windows
-  description: >-
+  description: |
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Import Ribbon, by choosing the Files
     option. However, this tutorial will show you two common sources of data that you
@@ -932,7 +932,7 @@
 - id: 62
   title: Installing and Licensing NVivo 14
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-14
-  description: >-
+  description: |
     This tutorial describes how to request a license for NVivo 14, download
     it, and license it.
   technique:
@@ -945,7 +945,7 @@
 - id: 63
   title: Introduction to NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-mac
-  description: >-
+  description: |
     This is a beginner level tutorial for NVivo 14 or 15 for Mac (the versions
     are almost identical). The goal of this tutorial is to learn about the basic features
     in NVivo that will allow you to organize and analyze qualitative data. Part 1
@@ -963,7 +963,7 @@
 - id: 64
   title: Introduction to NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-windows
-  description: >-
+  description: |
     This is a beginner level tutorial for NVivo 14 or 15 for Windows (the
     versions are almost identical). The goal of this tutorial is to learn about the
     basic features in NVivo that will allow you to organize and analyze qualitative
@@ -981,7 +981,7 @@
 - id: 65
   title: How to georeference images in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-georeference-images-arcgis-pro
-  description: >-
+  description: |
     This tutorial will explain how to georeference a raster image in ArcGIS
     so it can be used as an overlay or for digitizing purposes.
   technique:
@@ -1005,7 +1005,7 @@
 - id: 67
   title: PCCF Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-guide
-  description: >-
+  description: |
     In this tutorial, we will use the Postal Code Conversion File (PCCF)
     to match postal codes to dissemination areas in order to incorporate additional
     neighbourhood-level demographic data into your dataset.
@@ -1022,7 +1022,7 @@
 - id: 68
   title: PCCF+ Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-plus-guide
-  description: >-
+  description: |
     In this tutorial, we will use the Postal Code Conversion File Plus
     (PCCF+) to match postal codes to dissemination areas in order to incorporate additional
     neighbourhood-level demographic data into your dataset.
@@ -1039,7 +1039,7 @@
 - id: 69
   title: Importing Alternative Sources in NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-mac
-  description: >-
+  description: |
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Data menu, by choosing the appropriate
     option. However, this tutorial will show you two common sources of data that you
@@ -1054,7 +1054,7 @@
 - id: 70
   title: Importing Alternative Sources in NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-windows
-  description: >-
+  description: |
     NVivo can handle many types of files, such as text, audio, videos,
     images, etc. You would import these from the Import Ribbon, by choosing the Files
     option. However, this tutorial will show you two common sources of data that you
@@ -1069,7 +1069,7 @@
 - id: 71
   title: Intermediate R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/intermediate-r-course
-  description: >-
+  description: |
     To get started with intermediate R, enroll in this Intermediate R quercus
     course here. To enroll, you will need to use your UTORid login. This course consists
     of demonstration videos. By enrolling in this course, you can keep track of your
@@ -1087,7 +1087,7 @@
 - id: 72
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
-  description: >-
+  description: |
     About this workshop 
     
     **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data
@@ -1123,7 +1123,7 @@
 - id: 73
   title: "Excel: Beyond The Basics - Windows"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
-  description: >-
+  description: |
     About this workshop 
     
     **What**: This is a beginner to intermediate tutorial,
@@ -1163,7 +1163,7 @@
 - id: 74
   title: Digital Scholar Lab - Collaboration and Notes
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collaboration-and-notes
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace
@@ -1177,7 +1177,7 @@
 - id: 75
   title: "Python: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/python-information-tutorials-and-workshops
-  description: >-
+  description: |
     Python is a simple programming language that is popular for being easy
     to learn to read, write, and understand. You can use Python for automating repetitive
     tasks like cleaning data, creating data visualizations, analyzing data, conducting
@@ -1193,7 +1193,7 @@
 - id: 76
   title: Qualitative Data Analysis Software Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/qualitative-data-analysis-software-options
-  description: >-
+  description: |
     UofT currently subscribes to the latest few versions of NVivo. Consult
     our [NVivo software license page](https://mdl.library.utoronto.ca/technology/nvivo-software) to request a license key. Consult our [getting started
     guide for NVivo](https://mdl.library.utoronto.ca/technology/tutorials/nvivo-12-information-tutorials-and-workshops) or our for tutorials, resources, and workshop recordings to help
@@ -1208,7 +1208,7 @@
 - id: 77
   title: Transcription Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
-  description: >-
+  description: |
     If you have an audio or video file that you need to get transcribed,
     this page describes some automated options to consider. But keep in mind, though,
     that none of these options (including NVivo transcription) provides a 100% perfectly
@@ -1226,7 +1226,7 @@
 - id: 78
   title: Working in Teams Using NVivo
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-teams-using-nvivo
-  description: >-
+  description: |
     This page provides an overview and tips for working as a team using
     NVivo. There are three main options: the manual way, the old collaboration cloud,
     and the new collaboration cloud. There is also [NVivo Collaboration Server](https://community.lumivero.com/s/article/TRC-Using-NVivo-with-NVivo-Collaboration-Server?language=en_US), but
@@ -1244,7 +1244,7 @@
     Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
     PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
-  description: >-
+  description: |
     This tutorial will help you get up and running querying the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
@@ -1264,7 +1264,7 @@
     Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
     PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
-  description: >-
+  description: |
     This tutorial will help you get up and running querying the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
     accessing the high performance computing environment, querying the database via
@@ -1302,7 +1302,7 @@
 - id: 82
   title: Introduction to R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-course
-  description: >-
+  description: |
     For a gentle and thorough introduction to R, enroll in this [Introduction
     to R](https://q.utoronto.ca/courses/176769/assignments/syllabus) quercus course [here](https://q.utoronto.ca/enroll/ET679B). To enroll, you will need to use your UTORid login. This
     course consists of demonstration video, activity and quizzes. By enrolling in
@@ -1317,7 +1317,7 @@
 - id: 83
   title: Introduction to NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac
-  description: >-
+  description: |
     This is a beginner level tutorial for NVivo 12 for Mac. The goal of
     this tutorial is to learn about the basic features in NVivo that will allow you
     to organize and analyze qualitative data. Part 1 will go over the basics of navigating
@@ -1335,7 +1335,7 @@
 - id: 84
   title: Tableau Workshop Demonstration Tutorial
   url: https://mdl.library.utoronto.ca/technology/tutorials/tableau-workshop-demonstration-tutorial
-  description: >-
+  description: |
     This tutorial outlines the steps taken in the demonstration during
     the live workshop on an Introduction to Data Visualization Using Tableau Desktop.
     This is a companion tutorial, but can also be used as a stand-alone introduction
@@ -1350,7 +1350,7 @@
 - id: 85
   title: Introduction to NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows
-  description: >-
+  description: |
     This is a beginner level tutorial for NVivo 12 for Windows. The goal
     of this tutorial is to learn about the basic features in NVivo that will allow
     you to organize and analyze qualitative data. Part 1 will go over the basics of
@@ -1368,7 +1368,7 @@
 - id: 86
   title: Introduction to SimplyAnalytics - Video Tutorials
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics-video-tutorials
-  description: >-
+  description: |
     [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can
     be used to create simple thematic maps and support analyses of socio-demographic
     data. This tutorial introduces SimplyAnalytics and its capabilities with the help
@@ -1384,7 +1384,7 @@
 - id: 87
   title: "ArcGIS Pro: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-information-tutorials-and-workshops
-  description: >-
+  description: |
     [ArcGIS Pro](https://www.esri.com/en-us/arcgis/products/arcgis-pro/overview) is a desktop GIS software developed by Esri.
   technique:
     - Mapping
@@ -1399,7 +1399,7 @@
 - id: 88
   title: "ArcGIS Online: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-information-tutorials-and-workshops
-  description: >-
+  description: |
     [ArcGIS Online](https://www.arcgis.com/index.html) is a web-based mapping software that allows you to build,
     share, and access interactive web maps.
   technique:
@@ -1413,7 +1413,7 @@
 - id: 89
   title: "ArcGIS StoryMaps: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-information-tutorials-and-workshops
-  description: >-
+  description: |
     [ArcGIS StoryMaps](https://storymaps.arcgis.com/) is an online storytelling tool that allows users to
     craft and publish powerful narratives using maps.
   technique:
@@ -1427,7 +1427,7 @@
 - id: 90
   title: "HathiTrust Research Center: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/hathitrust-research-center-information-tutorials-and-workshops
-  description: >-
+  description: |
     The HathiTrust Research Center (HTRC) is the research arm of HathiTrust.
     It develops tools and resources that enable text or computational analysis of
     the HathiTrust corpus. This corpus or digital library includes over 10 million
@@ -1446,7 +1446,7 @@
 - id: 91
   title: "Infographics: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/infographics-information-tutorials-and-workshops
-  description: >-
+  description: |
     Infographics are a type of data visualization. They are usually a mixture
     of text and images, but they are graphic heavy, often only visualize a small amount
     of data, and have specific goals. Those goals are normally to inform or persuade
@@ -1463,7 +1463,7 @@
 - id: 92
   title: "ProQuest TDM Studio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/proquest-tdm-studio-information-tutorials-and-workshops
-  description: >-
+  description: |
     [ProQuest TDM Studio](https://about.proquest.com/en/products-services/TDM-Studio/) is a web platform for running text analyses on thousands
     of ProQuest materials, including but not limited to, ProQuest Dissertations &
     Theses and the New York Times.
@@ -1477,7 +1477,7 @@
 - id: 93
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
-  description: >-
+  description: |
     The [Gale Digital Scholar Lab](https://www.gale.com/primary-sources/digital-scholar-lab) is a platform that allows users to discover
     and create collections of digitized texts from the Gale Historical Collections,
     run a variety of textual analysis on them, and visualize the resulting data.
@@ -1493,7 +1493,7 @@
 - id: 94
   title: "Gephi: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gephi-information-tutorials-and-workshops
-  description: >-
+  description: |
     [Gephi](https://gephi.org/) is an open-source network analysis and visualization program that
     allows users to analyze and display relationships between individuals, groups,
     and other entities in a network.
@@ -1507,7 +1507,7 @@
 - id: 95
   title: "NVivo: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/nvivo-information-resources-tutorials-and-workshops
-  description: >-
+  description: |
     [NVivo](https://lumivero.com/products/nvivo/) is a program used for qualitative data analysis. It supports researchers
     in managing, organizing, and analyzing qualitative data to produce new insight,
     infer relationships, and identify themes.
@@ -1521,7 +1521,7 @@
 - id: 96
   title: "R and RStudio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-and-rstudio-information-tutorials-and-workshops
-  description: >-
+  description: |
     [R](https://www.r-project.org/) is a programming language and a free software environment to write
     and execute the R language. [RStudio](https://www.rstudio.com/) is an Integrated Development Environment that
     provides free and open-source tools for R. While you can run your data analysis
@@ -1539,7 +1539,7 @@
 - id: 97
   title: "Stata: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-information-tutorials-and-workshops
-  description: >-
+  description: |
     [Stata](https://www.stata.com/) is a statistical software for data manipulation, data visualization
     and data analysis.
   technique:
@@ -1554,7 +1554,7 @@
 - id: 98
   title: "Data Visualization and Tableau: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/data-visualization-and-tableau-information-tutorials-and-workshops
-  description: >-
+  description: |
     Data Visualization is a broad term that basically involves anything
     that uses graphical or pictorial representations of data for exploration, sense-making,
     and communication. Data visualization allows you and your audience to identify
@@ -1573,7 +1573,7 @@
 - id: 99
   title: "OpenRefine: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-information-tutorials-and-workshops
-  description: >-
+  description: |
     [OpenRefine](https://openrefine.org/) is a free, open-source program used for working with messy
     data. It allows you to clean, transform, and augment data in preparation for analysis
     and visualization.
@@ -1587,7 +1587,7 @@
 - id: 100
   title: Digital Scholar Lab - Additional Training
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-additional-training
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     Here are some ways to dig deeper into the archival and instructional materials in theDigital Scholar
@@ -1600,7 +1600,7 @@
 - id: 101
   title: Digital Scholar Lab - Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-analysis
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. 
@@ -1619,7 +1619,7 @@
 - id: 102
   title: Digital Scholar Lab - Cleaning
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-cleaning
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. 
@@ -1638,7 +1638,7 @@
 - id: 103
   title: Digital Scholar Lab - Collections
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collections
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale
@@ -1658,7 +1658,7 @@
 - id: 104
   title: Digital Scholar Lab - Export
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-export
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note
@@ -1675,7 +1675,7 @@
 - id: 105
   title: Generating SSH Key Pairs on a Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/generating-ssh-key-pairs-mac
-  description: >-
+  description: |
     These instructions will help you create SSH key pairs on a Mac computer,
     for access to the [Web of Science PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/web-science-postgresql-database).
   date: "2022-02-07"
@@ -1684,7 +1684,7 @@
 - id: 106
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
-  description: >-
+  description: |
     This tutorial will help you get up and running querying the [Web of
     Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high
     performance computing environment, querying the database via SQL statements and
@@ -1703,7 +1703,7 @@
 - id: 107
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
-  description: >-
+  description: |
     This tutorial will help you get up and running querying the [Web of
     Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing
     environment, querying the database via SQL statements and from within a python
@@ -1721,7 +1721,7 @@
 - id: 108
   title: How to Access the PostgreSQL Databases
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-postgresql-databases
-  description: >-
+  description: |
     Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
     Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access
     to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
@@ -1731,7 +1731,7 @@
 - id: 109
   title: ArcGIS Online Part I (October 2022) - https://uoft.me/AGOL
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-i-october-2022-httpsuoftmeagol
-  description: >-
+  description: |
     The following slide deck is Part 1 of an introduction to ArcGIS Online. https://uoft.me/AGOL
   technique:
     - Mapping
@@ -1745,7 +1745,7 @@
 - id: 110
   title: ArcGIS Online Part II  (November 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-ii-november-2021
-  description: >-
+  description: |
     The following slide deck will guide you through Part 2 of the ArcGIS
     Online workshop. Part 2 covers topics such as choropleth mapping, spatial analytic
     tools, and linking ArcGIS Pro to ArcGIS Online.
@@ -1761,7 +1761,7 @@
 - id: 111
   title: ArcGIS Pro Module 1 - The Basics (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-1-basics-fall-2021
-  description: >-
+  description: |
     The following slide deck walks you through the basics of learning about
     ArcGIS Pro's main tools, viewing and manipulating datasets and basemaps, and exporting
     a basic map view.
@@ -1776,7 +1776,7 @@
 - id: 112
   title: ArcGIS Pro Module 2 - Authoring and Publishing a Map (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-2-authoring-and-publishing-map-fall-2021
-  description: >-
+  description: |
     Learn to create a map project which will include a legend, scale bar,
     an inset map, a title and a north arrow.
   technique:
@@ -1790,7 +1790,7 @@
 - id: 113
   title: ArcGIS Pro Module 3 - Loading and Manipulating Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-3-loading-and-manipulating-data-fall-2021
-  description: >-
+  description: |
     The following slide deck will walk you through Module 3 of the ArcGIS
     Pro tutorial. This module will teach you how to add and format vector and raster
     data layers to your project, as well as how to geocode data.
@@ -1805,7 +1805,7 @@
 - id: 114
   title: ArcGIS Pro Module 4  - Data Analysis (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-4-data-analysis-fall-2021
-  description: >-
+  description: |
     The following slide deck is for Module 4 of the ArcGIS Pro tutorial.
     This module helps the user apply knowledge and skills learned in previous 3 modules
     in solving a real life spatial problem.
@@ -1820,7 +1820,7 @@
 - id: 115
   title: ArcGIS Pro Module 5 - Working with Raster Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-5-working-raster-data-fall-2021
-  description: >-
+  description: |
     The following slide deck is for Module 5 of the ArcGIS Pro workshop.
     This module will teach you how to manipulate and analyze raster data in ArcGIS
     Pro.
@@ -1835,7 +1835,7 @@
 - id: 116
   title: ArcGIS Pro Module 6 - Wrangling and Mapping Covid-19 Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-6-wrangling-and-mapping-covid-19-data-fall-2021
-  description: >-
+  description: |
     The following slide deck is for Module 6 of the ArcGIS Pro tutorial.
     This module will teach you how to do basic data cleaning and converting to prepare
     data to be used in ArcGIS Pro. This module will also present a real life problem
@@ -1851,7 +1851,7 @@
 - id: 117
   title: ArcGIS StoryMaps (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-fall-2021
-  description: >-
+  description: |
     The following slide deck is a tutorial on ArcGIS StoryMaps. This tutorial
     will teach you the basics of ArcGIS StoryMaps, how they can be used, and how you
     can make your own StoryMap.
@@ -1866,7 +1866,7 @@
 - id: 118
   title: How to Access Online GIS Classes in ESRI Academy
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-online-gis-classes-esri-academy
-  description: >-
+  description: |
     ​University of Toronto community members can access online GIS courses through ESRI Academy. Content is designed for beginners and experienced users.
   tool:
     - ArcGIS
@@ -1878,7 +1878,7 @@
 - id: 119
   title: How to Access Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-constellate
-  description: >-
+  description: |
     This tutorial walks you through accessing Constellate using the University
     of Toronto's institutional privileges. Please see our general Constellate page for
     more information and see our tutorial on creating a dataset once you have logged
@@ -1892,7 +1892,7 @@
 - id: 120
   title: How to Build a Dataset in Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
-  description: >-
+  description: |
     This tutorial shows you how to build a dataset in Constellate. We recommend
     reading our general information on Constellate first. Please also see this access
     tutorial in order to log in with institutional privileges. Please note that Constellate
@@ -1909,7 +1909,7 @@
 - id: 121
   title: Introduction to SAS
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-sas
-  description: >-
+  description: |
     This guide gives users an introduction to SAS. The topics covered are
     importing, exploring, modifying, and managing data. It has been created using
     SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic
@@ -1923,7 +1923,7 @@
 - id: 122
   title: Visualizing a Network Dataset Using Gephi
   url: https://mdl.library.utoronto.ca/technology/tutorials/visualizing-network-dataset-using-gephi
-  description: >-
+  description: |
     This tutorial will teach you the basic features in Gephi that will
     allow you to visualize network data. This tutorial is part of a longer workshop,
     “An Introduction to Network Visualization and Analysis.” You can [download the workshop
@@ -1939,7 +1939,7 @@
 - id: 123
   title: Installing and Licensing NVivo 12
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-12
-  description: >-
+  description: |
     This tutorial describes how to request a license for NVivo 12 Plus,
     download it, and license it.
   technique:
@@ -1953,7 +1953,7 @@
 - id: 124
   title: ArcGIS Online - Workshop videos
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-workshop-videos
-  description: >-
+  description: |
     Created by Marcel Fortin, GIS and Map Librarian, in January 2021, this
     4-part video tutorial will teach you how to format, edit, and map spatial data
     using ArcGIS Online.
@@ -1968,7 +1968,7 @@
 - id: 125
   title: ArcGIS Storymaps
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps
-  description: >-
+  description: |
     ESRI ArcGIS StoryMaps online workshop videos, January 2021
   technique:
     - Data Visualization
@@ -1986,7 +1986,7 @@
 - id: 126
   title: Downloading Data from GeoGratis
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-data-geogratis
-  description: >-
+  description: |
     *National Resources Canada* *(NRCAN)* produced a portal called GeoGratis
     for allowing access to, and downloads of, their high-quality, free, and publicly
     available maps and geospatial data. This tutorial guides you in navigating their
@@ -2006,7 +2006,7 @@
 - id: 127
   title: ArcGIS Pro Workshop Outline
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-workshop-outline
-  description: >-
+  description: |
     This tutorial will use 7 modules to teach you the basics of ArcGIS
     Pro. These modules will cover topics such as adding, manipulating, analyzing,
     and mapping vector and raster data.
@@ -2021,7 +2021,7 @@
 - id: 128
   title: Logging into Digital Scholar Lab through the Catalog
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-digital-scholar-lab-through-catalog
-  description: >-
+  description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
     This short guide provides instructions on how to log into the [Gale Digital Scholar Lab](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab) via the University
@@ -2034,7 +2034,7 @@
 - id: 129
   title: Getting Started with R and R Studio
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-r-and-r-studio
-  description: >-
+  description: |
     This guide helps you get started with the R and RStudio software and
     R code. You can install R from the [R homepage](https://www.r-project.org/). And you can install RStudio from
     the [RStudio homepage](https://rstudio.com/). A more thorough introduction to the R language is covered [here](https://mdl.library.utoronto.ca/technology/tutorials/introduction-r).
@@ -2046,7 +2046,7 @@
 - id: 130
   title: RTRA SAS Program Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/rtra-sas-program-guide
-  description: >-
+  description: |
     This guide helps users get started with writing a SAS program/code
     for RTRA purposes.
   technique:
@@ -2097,7 +2097,7 @@
 - id: 133
   title: Downloading, Installing, and Licensing ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-installing-and-licensing-arcgis-pro
-  description: >-
+  description: |
     This tutorial goes over how to download, install, and license ArcGIS
     Pro with your UTORid. Please be advised that ArcGIS Pro is also [available on library
     computers](https://mdl.library.utoronto.ca/technology/computers-with-gis-software) on the St George campus.
@@ -2112,7 +2112,7 @@
 - id: 134
   title: Creating a Tableau Dashboard using COVID-19 data (Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-tableau-dashboard-using-covid-19-data-intermediate
-  description: >-
+  description: |
     This tutorial provides an opportunity to learn data visualization skills
     using a common data visualization tool, Tableau Desktop. People often say that
     they learn better when using data that resonates with them, so we are using COVID-19
@@ -2127,7 +2127,7 @@
 - id: 135
   title: Getting Started with Tableau Desktop (Beginner to Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-tableau-desktop-beginner-intermediate
-  description: >-
+  description: |
     This is a beginner-to-intermediate level tutorial for Tableau Desktop
     version 2020.2. To acquire a free student, researcher, or instructor license for
     Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If
@@ -2143,7 +2143,7 @@
 - id: 136
   title: Installing Tableau Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop
-  description: >-
+  description: |
     NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO
     LONGER PROVIDING FREE LICENSES FOR TABLEAU DESKTOP FOR STUDENTS. INSTEAD, STUDENTS
     SHOULD DOWNLOAD AND USE THE FREE VERSION, [TABLEAU PUBLIC](https://www.tableau.com/products/public/download), WHICH IS VERY SIMILAR. This
@@ -2158,7 +2158,7 @@
 - id: 137
   title: Introduction to Infographic Design and Using Piktochart
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-infographic-design-and-using-piktochart
-  description: >-
+  description: |
     This tutorial is an introduction to Piktochart, a popular online tool
     used to create infographics. This exercise will illustrate some infographic design
     principles and specific features of Piktochart to create an infographic about
@@ -2175,7 +2175,7 @@
 - id: 138
   title: "OpenRefine Augmenting Activity 4: Using Python"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-4-using-python
-  description: >-
+  description: |
     The goal of this activity is to try out running Python in OpenRefine.
     We will use it to make an API call to augment our books dataset with information
     on the authors from Wikipedia. 
@@ -2194,7 +2194,7 @@
 - id: 139
   title: "OpenRefine Augmenting Activity 3: Using Add Column by Fetching URLs"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
-  description: >-
+  description: |
     This tutorial will show you how to use the Add Column by Fetching URLs
     feature in OpenRefine. 
     
@@ -2211,7 +2211,7 @@
 - id: 140
   title: "OpenRefine Augmenting Activity 1: Preparing the data"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
-  description: >-
+  description: |
     In this tutorial, we will begin work on augmenting datasets. 
     
     *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine
@@ -2226,7 +2226,7 @@
 - id: 141
   title: "OpenRefine Augmenting Activity 2: Using Reconciliation Services"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
-  description: >-
+  description: |
     This tutorial will teach you how to use OpenRefine's reconciliation
     service to connect data in your dataset with Wikidata. 
     
@@ -2246,7 +2246,7 @@
 - id: 142
   title: OpenRefine Tutorial 4. 311 Calls Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-4-311-calls-activity
-  description: >-
+  description: |
     *This tutorial has been developed for OpenRefine version 3.7.5.*
     
     Update: please note that as of March 18, 2020, Open Data Toronto has suspended service
@@ -2281,7 +2281,7 @@
 - id: 143
   title: OpenRefine Tutorial 3. Regular Expressions (Regex) Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-3-regular-expressions-regex-activity
-  description: >-
+  description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
     You were introduced to GREL in the previous activity, so you know that GREL is a powerful
@@ -2307,7 +2307,7 @@
 - id: 144
   title: Creating Data Visualizations Using Tableau Desktop (Beginner)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-data-visualizations-using-tableau-desktop-beginner
-  description: >-
+  description: |
     This guide is suitable for new Tableau users looking for information
     on producing popular data visualizations in Tableau, such as bar graphs, line
     graphs, scatterplots, tree maps, and dashboards. If you are looking for more general
@@ -2337,7 +2337,7 @@
 - id: 145
   title: OpenRefine Tutorial 2. Citizen Science Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity
-  description: >-
+  description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
     We are going to work with a bit messier dataset now for the next few tasks. This is a
@@ -2367,7 +2367,7 @@
 - id: 146
   title: OpenRefine Installation Instructions
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions
-  description: >-
+  description: |
     This is a guide to installing and running OpenRefine on your personal
     computer. Please note that all computers in the Map and Data Library (on the fifth
     floor of Robarts) and in the computer labs on the fourth and fifth floors of Robarts
@@ -2382,7 +2382,7 @@
 - id: 147
   title: OpenRefine Tutorial 1. Survey of Household Spending Activity
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity
-  description: >-
+  description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
     Please note that we also have converted some of this tutorial into a self-paced course
@@ -2407,7 +2407,7 @@
 - id: 148
   title: Finding Statistics Using Statcan's Data Portal (Laurier)
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-statistics-using-statcans-data-portal-laurier
-  description: >-
+  description: |
     Link to a video tutorial on how to find statistics and manipulate tables
     to get the data you need.
 
@@ -2420,7 +2420,7 @@
 - id: 149
   title: Logging in to ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-arcgis-online
-  description: >-
+  description: |
     This tutorial will take you through two ways of logging in to your
     ESRI ArcGIS Online account for the first time using your UTORid.
   tool:
@@ -2432,7 +2432,7 @@
 - id: 150
   title: Helpful tips when using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/helpful-tips-when-using-scholars-geoportal
-  description: >-
+  description: |
     Please [visit this link](http://guides.scholarsportal.info.myaccess.library.utoronto.ca/geoportal/usinggeoportal) for extensive help with Scholars GeoPortal.
   tool:
     - Scholars GeoPortal
@@ -2442,7 +2442,7 @@
 - id: 151
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
-  description: >-
+  description: |
     This guide is primarily designed to help users unfamiliar with the
     CANSIM database to find and download data through CHASS. 
     
@@ -2459,7 +2459,7 @@
 - id: 152
   title: Finding/extracting/downloading GIS data using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/findingextractingdownloading-gis-data-using-scholars-geoportal
-  description: >-
+  description: |
     This tutorial provides an example of finding, extracting, and downloading
     data from Scholars GeoPortal. [Scholars GeoPortal](http://geo2.scholarsportal.info.myaccess.library.utoronto.ca/) is a geospatial discovery tool
     that provides access to large scale geospatial datasets that can be used for mapping
@@ -2479,7 +2479,7 @@
 - id: 153
   title: Extracting/downloading data using CHASS Canadian Census Analyser
   url: https://mdl.library.utoronto.ca/technology/tutorials/extractingdownloading-data-using-chass-canadian-census-analyser
-  description: >-
+  description: |
     The CHASS [Canadian Census Analyser](http://dc.chass.utoronto.ca.myaccess.library.utoronto.ca/census/) allows members of the University of
     Toronto research community to generate custom tables from the Census of Canada
     (1961-2016) and the National Household Survey (2011). This tutorial provides an
@@ -2497,7 +2497,7 @@
 - id: 154
   title: Introduction to SimplyAnalytics
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics
-  description: >-
+  description: |
     This online tutorial will provide an introduction to SimplyAnalytics
     and a few of its many possible uses. SimplyAnalytics is a web-based data visualization
     application. 
@@ -2518,7 +2518,7 @@
 - id: 155
   title: Creating contours using Global Mapper
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-global-mapper
-  description: >-
+  description: |
     The guide in this PDF will teach the user how to generate contours
     using DEM files in Global Mapper.
   tool:
@@ -2530,7 +2530,7 @@
 - id: 156
   title: Citation rules for machine-readable data in Canadian historical journals
   url: https://mdl.library.utoronto.ca/technology/tutorials/citation-rules-machine-readable-data-canadian-historical-journals
-  description: >-
+  description: |
     The following PDF contains an article that elaborates on citation rules
     for machine-readable data in Canadian historical journals.
   technique:
@@ -2557,7 +2557,7 @@
 - id: 159
   title: Online resources to build topography 3D models
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
-  description: >-
+  description: |
     This document compiles online resources that help to build terrain
     3D models with a variety of software-options. 
     
@@ -2574,7 +2574,7 @@
 - id: 160
   title: Accessing Statistics Canada’s Socioeconomic Time Series Data (formerly CANSIM)
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-statistics-canadas-socioeconomic-time-series-data-formerly-cansim
-  description: >-
+  description: |
     This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
     
     Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
@@ -2590,7 +2590,7 @@
 - id: 161
   title: Cleaning data in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-stata
-  description: >-
+  description: |
     Stata is a good tool for cleaning and manipulating data, regardless
     of the software you intend to use for analysis. This workshop is suitable for
     both first time data-cleaners and for those familiar with data cleaning.
@@ -2604,7 +2604,7 @@
 - id: 162
   title: Downloading SDA data from CHASS into STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-sda-data-chass-stata
-  description: >-
+  description: |
     This tutorial demonstrates how to load SDA data for use in Stata.
   technique:
     - Extracting data
@@ -2616,7 +2616,7 @@
 - id: 163
   title: How to use SDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-use-sda
-  description: >-
+  description: |
     Link to CHASS list of how-to guides for SDA: [How-to guides for SDA](http://sda.chass.utoronto.ca/legacy_sda/sda.htm#how_to)
   technique:
     - Searching for maps and data
@@ -2626,7 +2626,7 @@
 - id: 164
   title: Introduction to R (Datacamp)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-datacamp
-  description: >-
+  description: |
     Link to Datacamp's free intro course on R: https://www.datacamp.com/courses/free-introduction-to-r
   tool:
     - R
@@ -2648,7 +2648,7 @@
 - id: 166
   title: Introduction to STATA (Princeton)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata-princeton
-  description: >-
+  description: |
     An overview of the guide provided by Princeton with a link to the original
     guide.
     
@@ -2662,7 +2662,7 @@
 - id: 167
   title: R Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-learning-modules-ucla
-  description: >-
+  description: |
     Comprehensive set of guides that include installing R, learning R
     fundamentals including graphics and advanced data analysis examples. 
     
@@ -2675,7 +2675,7 @@
 - id: 168
   title: SAS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/sas-learning-modules-ucla
-  description: >-
+  description: |
     Comprehensive set of guides that include installing SAS, learning
     SAS fundamentals and advanced data analysis examples.
     
@@ -2688,7 +2688,7 @@
 - id: 169
   title: Scraping tweets using Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/scraping-tweets-using-python
-  description: >-
+  description: |
     This tutorial demonstrates how to scrape tweets for data analysis using
     Python and the Twitter API.
   technique:
@@ -2701,7 +2701,7 @@
 - id: 170
   title: Searching microdata in <odesi>
   url: https://mdl.library.utoronto.ca/technology/tutorials/searching-microdata
-  description: >-
+  description: |
     Link to Scholars Portal guide: http://guides.scholarsportal.info/odesi
   technique:
     - Searching for maps and data
@@ -2711,7 +2711,7 @@
 - id: 171
   title: SPSS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/spss-learning-modules-ucla
-  description: >-
+  description: |
     Comprehensive set of guides that include obtaining SPSS, learning SPSS
     fundamentals and advanced data analysis examples.
   tool:
@@ -2722,7 +2722,7 @@
 - id: 172
   title: Stat/Transfer (File Transfer Utility)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stattransfer-file-transfer-utility
-  description: >-
+  description: |
     Introductory guide to the Stat/Transfer utility (version 10).
   technique:
     - Converting data formats
@@ -2732,7 +2732,7 @@
 - id: 173
   title: Stata Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-learning-modules-ucla
-  description: >-
+  description: |
     Comprehensive set of guides that include installing Stata, learning
     Stata fundamentals including graphics and advanced data analysis examples. Link: http://stats.idre.ucla.edu/stata/
   tool:
@@ -2743,7 +2743,7 @@
 - id: 174
   title: Summary statistics in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/summary-statistics-stata
-  description: >-
+  description: |
     Summary statistics are a way to explore your dataset, find patterns,
     and maybe even refine your question of interest. In this workshop, you will learn
     to use Stata to create basic summary statistics, cross-tabulations, and increasingly
@@ -2756,7 +2756,7 @@
 - id: 175
   title: What statistical analysis should I use? Statistical analysis using SAS (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/what-statistical-analysis-should-i-use-statistical-analysis-using-sas-ucla
-  description: >-
+  description: |
     UCLA's introductory guide to various statistical analyses in SAS: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/whatstat/what-statistical-analysis-should-i-usestatistical-analyses-using-sas/
   tool:
     - SAS
@@ -2766,7 +2766,7 @@
 - id: 176
   title: Cleaning Data in Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-python
-  description: >-
+  description: |
     This guide shows the user how to use Spyder to load and clean data
     for further analysis.
   technique:
@@ -2779,7 +2779,7 @@
 - id: 177
   title: Introduction to R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r
-  description: >-
+  description: |
     This guide is suitable for new R-users or advanced level R-users looking
     for information on specific topics. The topics covered in this guide are importing,
     exploring, modifying and managing data.
@@ -2811,7 +2811,7 @@
 - id: 179
   title: Converting GIS data in FME Quick Translator
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-fme-quick-translator
-  description: >-
+  description: |
     FME (File Manipulation Engine) is a powerful software package that
     allows users to quickly convert spatial and non-spatial datasets into other formats
     to facilitate sharing and interoperability. One of its components, FME Quick Translator,
@@ -2832,7 +2832,7 @@
 - id: 180
   title: Selecting the right projection
   url: https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection
-  description: >-
+  description: |
     Unsure of which projection to use in your GIS work? This tutorial will
     help you figure out your options.
   technique:
@@ -2850,7 +2850,7 @@
 - id: 181
   title: Citing geospatial data resources
   url: https://mdl.library.utoronto.ca/technology/tutorials/citing-geospatial-data-resources
-  description: >-
+  description: |
     [This guide, compiled by Alberta Auringer Wood of the Association of
     Canadian Map Libraries and Archives, provides recommended citation formats for
     a wide variety of geospatial data sources.] (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
@@ -2868,7 +2868,7 @@
 - id: 182
   title: Deauthorizing ArcGIS
   url: https://mdl.library.utoronto.ca/technology/tutorials/deauthorizing-arcgis
-  description: >-
+  description: |
     If you need to uninstall and reinstall your authorized copy of ArcGIS
     (for example, if you are reformatting your hard drive or switching to a new computer
     or **you have entered your eva code in once and it did not authorize**) please follow
@@ -2883,7 +2883,7 @@
 - id: 183
   title: Finding paper maps and atlases
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-paper-maps-and-atlases
-  description: >-
+  description: |
     This tutorial demonstrates how to find paper maps and atlases in the
     University of Toronto Libraries catalogue, then locate them in Map & Data Library's
     fifth floor collection.
@@ -2896,7 +2896,7 @@
 - id: 184
   title: Using the large format scanner
   url: https://mdl.library.utoronto.ca/technology/tutorials/using-large-format-scanner
-  description: >-
+  description: |
     This tutorial will help users learn how to properly use the Map and
     Data Library's large format scanner.
   technique:

From 4b639361e924e7e6a2a31a9d272ff84807185373 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 15:45:26 -0500
Subject: [PATCH 200/211] Correction 1-50

---
 _data/guides.yml | 243 +++++++++++++----------------------------------
 1 file changed, 64 insertions(+), 179 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 1fbaa2d..c886d48 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -3,9 +3,7 @@
   title: Installing Power BI Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-power-bi-desktop
   description:
-    This tutorial will run you through the steps for installing **Power BI
-    Desktop** on your own device. Power BI is Microsoft's Data Visualization tool, allowing
-    users to turn their data into insightful visuals.
+    This tutorial will run you through the steps for installing **Power BI Desktop** on your own device. Power BI is Microsoft's Data Visualization tool, allowing users to turn their data into insightful visuals.
   technique:
     - Data Visualization
   tool:
@@ -17,10 +15,7 @@
   title: Introduction to Power BI
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-power-bi
   description: |
-    This tutorial outlines the steps taken in the demonstration during
-    the live workshop on an Introduction to Data Visualization Using Power BI. This
-    is a companion tutorial, but can also be used as a stand-alone introduction to
-    Power BI Desktop.
+    This tutorial outlines the steps taken in the demonstration during the live workshop on an Introduction to Data Visualization Using Power BI. This is a companion tutorial, but can also be used as a stand-alone introduction to Power BI Desktop.
   technique:
     - Data Visualization
   tool:
@@ -33,9 +28,7 @@
   title: Getting MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-maxqda
   description: |
-    MAXQDA is qualitative data analysis software. You are able to access
-    it in the 4th floor computer lab of Robarts Library or purchase your own personal
-    copy.
+    MAXQDA is qualitative data analysis software. You are able to access it in the 4th floor computer lab of Robarts Library or purchase your own personal copy.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -47,13 +40,7 @@
   title: Introduction to Using MAXQDA for Qualitative Data Analysis
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-using-maxqda-qualitative-data-analysis
   description: |
-    This is an introductory tutorial for MAXQDA. The goal of this tutorial
-    is to learn about the basic features in MAXQDA that will allow you to organize
-    and analyze qualitative data. Part 1 will teach you to use MAXQDA, to load information,
-    code documents, make notes, and export information. Part 2 will explore some of
-    MAXQDA's more advanced features, such as document variables, and analysis and
-    visual tools. If you already have a grasp of the basics and are just interested
-    in learning about the more advanced features, you can jump right to Part 2.
+    This is an introductory tutorial for MAXQDA. The goal of this tutorial is to learn about the basic features in MAXQDA that will allow you to organize and analyze qualitative data. Part 1 will teach you to use MAXQDA, to load information, code documents, make notes, and export information. Part 2 will explore some of MAXQDA's more advanced features, such as document variables, and analysis and visual tools. If you already have a grasp of the basics and are just interested in learning about the more advanced features, you can jump right to Part 2.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -65,8 +52,7 @@
   title: Moving from NVivo to MAXQDA
   url: https://mdl.library.utoronto.ca/technology/tutorials/moving-nvivo-maxqda
   description: |
-    To move between qualitative data analysis tools, you must put your
-    project file into [REFI-QDA standard](https://www.qdasoftware.org/).
+    To move between qualitative data analysis tools, you must put your project file into [REFI-QDA standard](https://www.qdasoftware.org/).
   technique:
     - Qualitative Data Analysis
   tool:
@@ -78,9 +64,7 @@
   title: "MAXQDA: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/maxqda-information-resources-tutorials-and-workshops
   description: |
-    [MAXQDA](https://www.maxqda.com/) is a program used for qualitative data analysis. It supports
-    researchers in managing, organizing, and analyzing qualitative data to produce
-    new insight, infer relationships, and identify themes.
+    [MAXQDA](https://www.maxqda.com/) is a program used for qualitative data analysis. It supports researchers in managing, organizing, and analyzing qualitative data to produce new insight, infer relationships, and identify themes.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -92,8 +76,7 @@
   title: Accessing JSTOR Text Analysis Support
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-jstor-text-analysis-support
   description: |
-    This tutorial shows how to register for a JSTOR account and use the
-    JSTOR Text Analysis tools, which replace the [now-ended Constellate platform](https://constellate.org/docs/constellate-sunset).
+    This tutorial shows how to register for a JSTOR account and use the JSTOR Text Analysis tools, which replace the [now-ended Constellate platform](https://constellate.org/docs/constellate-sunset).
   technique:
     - Text and Data Mining
   tool:
@@ -105,9 +88,7 @@
   title: Transferring Data to a Public ArcGIS Online Account
   url: https://mdl.library.utoronto.ca/technology/tutorials/transferring-data-public-arcgis-online-account
   description: |
-    This tutorial provides step-by-step guidance on how to transfer work
-    on ArcGIS Online from a University of Toronto (UofT) institutional account to
-    the free (aka ‘public’) version of the service.
+    This tutorial provides step-by-step guidance on how to transfer work on ArcGIS Online from a University of Toronto (UofT) institutional account to the free (aka ‘public’) version of the service.
   technique:
     - Converting data formats
     - Extracting data
@@ -120,8 +101,7 @@
   title: Geospatial Analysis with Python & Jupyter Notebooks
   url: https://mdl.library.utoronto.ca/technology/tutorials/geospatial-analysis-python-jupyter-notebooks
   description: |
-    This tutorial provides detailed walk-throughs of how to use Jupyter
-    Notebooks and open-source Python libraries to perform geospatial analysis.
+    This tutorial provides detailed walk-throughs of how to use Jupyter Notebooks and open-source Python libraries to perform geospatial analysis.
   technique:
     - Spatial Analysis
   tool:
@@ -133,14 +113,7 @@
   title: Working with the Data Axle Historical Business Location Data
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-data-axle-historical-business-location-data
   description: |
-    The Data Axle Historical Business Location Data provides one data file
-    (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains
-    11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains
-    1.5-2.5 million records per year. Records provide information about business location
-    (including address, census geography & lat/long coordinates (US database only)),
-    number of employees, sales volume, NAICS & SIC codes, unique identifier across
-    time for businesses and parent entities. Complete record layouts and decodes are
-    available for download via the Borealis links above.
+    The Data Axle Historical Business Location Data provides one data file (.txt or .csv format) for each year. The [US data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/GY5K1C) runs from 1997-2024 and contains 11-15 million records per year. The [Canadian data](https://borealisdata.ca/dataset.xhtml?persistentId=doi:10.5683/SP3/IPKREG) runs from 2009-2023 and contains 1.5-2.5 million records per year. Records provide information about business location (including address, census geography & lat/long coordinates (US database only)), number of employees, sales volume, NAICS & SIC codes, unique identifier across time for businesses and parent entities. Complete record layouts and decodes are available for download via the Borealis links above.
   date: "2025-05-22"
   series: MDL Tutorials
   type: Tutorial
@@ -148,13 +121,7 @@
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
   description: |
-    The University of Toronto has licensed six separate datasets from [Revelio
-    Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate
-    easy access and querying across products, all datasets have been loaded into SciNet's
-    supercomputing environment. Access to this environment can only be granted to
-    current University of Toronto Faculty, Staff and Students, after an application
-    process. This page contains additionals details about this process, as well as
-    the data itself and how to query it.
+    The University of Toronto has licensed six separate datasets from [Revelio Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate easy access and querying across products, all datasets have been loaded into SciNet's supercomputing environment. Access to this environment can only be granted to current University of Toronto Faculty, Staff and Students, after an application process. This page contains additionals details about this process, as well as the data itself and how to query it.
   technique:
     - Quantitative Data Analysis
   date: "2025-05-21"
@@ -164,9 +131,7 @@
   title: Introduction to Working with Notebooks in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-working-notebooks-arcgis-pro
   description: |
-    This guide provides some introductory information on how to use notebooks
-    in the ArcGIS Pro environment. You will learn about what notebooks are, how to
-    use them, and some useful tips on using ArcPy to analyze your geospatial data.
+    This guide provides some introductory information on how to use notebooks in the ArcGIS Pro environment. You will learn about what notebooks are, how to use them, and some useful tips on using ArcPy to analyze your geospatial data.
   technique:
     - Data Visualization
     - Mapping
@@ -180,10 +145,7 @@
   title: "Bits and Bytes Series: Canadian Census Discovery Portal (Sept. 22, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-canadian-census-discovery-portal-sept-22-2020
   description: |
-    This page provides a presentation on the **Canadian Census Discovery Portal** as
-    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
-    features presentations and demonstrations on data-related topics and tools, such
-    as web archives, visualization, GIS and statistics.
+    This page provides a presentation on the **Canadian Census Discovery Portal** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Searching for maps and data
   date: "2025-02-13"
@@ -195,11 +157,7 @@
     (Jun. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-constellate-new-platform-learn-text-analysis-jun-28-2021
   description: |
-    Please note that Constellate is ending on July 1st, 2025. Some learning
-    materials will remain available afterwards. This page provides a presentation on Constellate:
-    A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted
-    by the Map & Data Library that features presentations and demonstrations on data-related
-    topics and tools, such as web archives, visualization, GIS and statistics.
+    Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards. This page provides a presentation on Constellate: A New Platform to Learn Text Analysis as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Text and Data Mining
   tool:
@@ -213,10 +171,7 @@
     2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-getting-started-python-arcgis-pro-nov-17-2020
   description: |
-    This page provides a presentation on **Getting Started with Python in
-    ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
-    Library that features presentations and demonstrations on data-related topics
-    and tools, such as web archives, visualization, GIS and statistics.
+    This page provides a presentation on **Getting Started with Python in ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Mapping
     - Spatial Analysis
@@ -229,14 +184,10 @@
   type: Tutorial
 - id: 16
   title:
-    "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.
-    1, 2020)"
+    "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description: |
-    This page provides a presentation on an **Introduction to Dataverse for
-    Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data
-    Library that features presentations and demonstrations on data-related topics
-    and tools, such as web archives, visualization, GIS and statistics.
+    This page provides a presentation on an **Introduction to Dataverse for Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   date: "2025-02-13"
   series: MDL Tutorials
   type: Tutorial
@@ -244,10 +195,7 @@
   title: "Bits and Bytes Series: Introduction to Web APIs (Apr. 1, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-web-apis-apr-1-2021
   description: |
-    This page provides a presentation on an **Introduction to Web APIs** as part
-    of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features
-    presentations and demonstrations on data-related topics and tools, such as web
-    archives, visualization, GIS and statistics.
+    This page provides a presentation on an **Introduction to Web APIs** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Text and Data Mining
     - Searching for maps and data
@@ -258,10 +206,7 @@
   title: "Bits and Bytes Series: Using LiDAR Data in ArcGIS Pro (Feb. 25, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-using-lidar-data-arcgis-pro-feb-25-2021
   description: |
-    This page provides a presentation on **Using LiDAR Data in ArcGIS Pro** as
-    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
-    features presentations and demonstrations on data-related topics and tools, such
-    as web archives, visualization, GIS and statistics.
+    This page provides a presentation on **Using LiDAR Data in ArcGIS Pro** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Mapping
   tool:
@@ -273,10 +218,7 @@
   title: "Bits and Bytes Series: Working with Web Archive Data (Sept. 29, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-working-web-archive-data-sept-29-2020
   description: |
-    This page provides a presentation on **Working with Web Archive Data** as
-    part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that
-    features presentations and demonstrations on data-related topics and tools, such
-    as web archives, visualization, GIS and statistics.
+    This page provides a presentation on **Working with Web Archive Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
   technique:
     - Searching for maps and data
     - Extracting data
@@ -288,8 +230,7 @@
     "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description: |
-    This page provides a video recording of an introductory workshop on
-    Python, continuing from where the first part of the Python series left off.
+    This page provides a video recording of an introductory workshop on Python, continuing from where the first part of the Python series left off.
   tool:
     - Python
   date: "2025-01-28"
@@ -297,12 +238,10 @@
   type: Tutorial
 - id: 21
   title:
-    "Workshop Recording: An Introduction to Programming for Absolute Beginners
-    Using Python Pt. 1 (March 2025)"
+    "Workshop Recording: An Introduction to Programming for Absolute Beginners Using Python Pt. 1 (March 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-programming-absolute-beginners-using-python-pt
   description: |
-    This page provides a video recording of the first part of an introductory
-    workshop series on Python.
+    This page provides a video recording of the first part of an introductory workshop series on Python.
   tool:
     - Python
   date: "2025-01-28"
@@ -312,8 +251,7 @@
   title: "Workshop Recording: Excel: Beyond the Basics (Oct. 25, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-excel-beyond-basics-oct-25-2022
   description: |
-    This page provides a video recording of a workshop on using intermediate
-    features of Excel.
+    This page provides a video recording of a workshop on using intermediate features of Excel.
   technique:
     - Extracting data
   tool:
@@ -323,12 +261,10 @@
   type: Tutorial
 - id: 23
   title:
-    "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop
-    (Nov. 24, 2021)"
+    "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop (Nov. 24, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-data-visualization-using-tableau-desktop-nov
   description: |
-    This page provides a video recording of an introductory workshop on
-    using Tableau Desktop for data visualization.
+    This page provides a video recording of an introductory workshop on using Tableau Desktop for data visualization.
   technique:
     - Data Visualization
   tool:
@@ -338,13 +274,10 @@
   type: Tutorial
 - id: 24
   title:
-    "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social
-    Science Critique Example)"
+    "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social Science Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-feb-3-2022-social-science
   description: |
-    This page provides a video recording of a workshop on best practices
-    for creating infographics - with a specific social science related infographic
-    critique example.
+    This page provides a video recording of a workshop on best practices for creating infographics - with a specific social science related infographic critique example.
   technique:
     - Data Visualization
   date: "2025-01-28"
@@ -352,13 +285,10 @@
   type: Tutorial
 - id: 25
   title:
-    "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health
-    Critique Example)"
+    "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-nov-16-2021-health-critique
   description: |
-    This page provides a video recording of a workshop on best practices
-    for creating infographics - with a specific health-related infographic critique
-    example.
+    This page provides a video recording of a workshop on best practices for creating infographics - with a specific health-related infographic critique example.
   technique:
     - Data Visualization
   date: "2025-01-28"
@@ -366,12 +296,10 @@
   type: Tutorial
 - id: 26
   title:
-    "Workshop Recording: Introduction to Network Analysis and Visualization Using
-    Gephi (Nov. 2, 2021)"
+    "Workshop Recording: Introduction to Network Analysis and Visualization Using Gephi (Nov. 2, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-network-analysis-and-visualization-using-gephi
   description: |
-    This page provides a video recording of an introductory workshop on
-    using Gephi for network analysis and visualization.
+    This page provides a video recording of an introductory workshop on using Gephi for network analysis and visualization.
   technique:
     - Data Visualization
   tool:
@@ -383,8 +311,7 @@
   title: "Workshop Recording: Introduction to NVivo 12 (Mac Version) (Mar. 17, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-mac-version-mar-17-2022
   description: |
-    This page provides a video recording of an introductory workshop on
-    NVivo 12 for Mac.
+    This page provides a video recording of an introductory workshop on NVivo 12 for Mac.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -396,8 +323,7 @@
   title: "Workshop Recording: Introduction to R (Dec. 8, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-r-dec-8-2020
   description: |
-    This page provides a video recording of an introductory workshop on
-    using the R statistical programming language.
+    This page provides a video recording of an introductory workshop on using the R statistical programming language.
   technique:
     - Data Visualization
     - Cleaning data
@@ -411,8 +337,7 @@
   title: "Workshop Recording: Introduction to Stata (Dec. 3, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-stata-dec-3-2021
   description: |
-    This page provides a video recording of an introductory workshop on
-    Stata.
+    This page provides a video recording of an introductory workshop on Stata.
   technique:
     - Converting data formats
     - Cleaning data
@@ -424,12 +349,10 @@
   type: Tutorial
 - id: 30
   title:
-    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
-    Analysis (Mac Version) (Nov. 26, 2024)"
+    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Mac Version) (Nov. 26, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis-mac
   description: |
-    This page provides a video recording of an introductory workshop on
-    NVivo 14/15 for Mac.
+    This page provides a video recording of an introductory workshop on NVivo 14/15 for Mac.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -439,12 +362,10 @@
   type: Tutorial
 - id: 31
   title:
-    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data
-    Analysis (Windows Version) (Nov. 12, 2024)"
+    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Windows Version) (Nov. 12, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis
   description: |
-    This page provides a video recording of an introductory workshop on
-    NVivo 14/15 for Windows.
+    This page provides a video recording of an introductory workshop on NVivo 14/15 for Windows.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -454,16 +375,12 @@
   type: Tutorial
 - id: 32
   title:
-    "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available
-    Tools (Feb. 14, 2022)"
+    "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available Tools (Feb. 14, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
   description: |
-    This page provides a video recording of a workshop on various text
-    analysis tools. 
+    This page provides a video recording of a workshop on various text analysis tools. 
 
-     **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning
-    materials will remain available afterwards. Please also note that HathiTrust Research
-    Center will no longer be funded by the end of 2026.
+    **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning materials will remain available afterwards. Please also note that HathiTrust Research Center will no longer be funded by the end of 2026.
   technique:
     - Text and Data Mining
     - Cleaning data
@@ -476,7 +393,8 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 33
-  title: "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
+  title: 
+    "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
   description: |
     This page provides a video recording of a workshop on OpenRefine.
@@ -489,13 +407,10 @@
   type: Tutorial
 - id: 34
   title:
-    "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 –
-    Theory and Critique)"
+    "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 – Theory and Critique)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-1-theory-and
   description: |
-    This page provides access to a Data Visualization self-paced online
-    Quercus course that focuses on data viz theory and provides opportunities to practice
-    critiquing visualizations.
+    This page provides access to a Data Visualization self-paced online Quercus course that focuses on data viz theory and provides opportunities to practice critiquing visualizations.
   technique:
     - Data Visualization
   date: "2025-01-24"
@@ -503,13 +418,10 @@
   type: Tutorial
 - id: 35
   title:
-    "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 –
-    Practice with Tableau)"
+    "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 – Practice with Tableau)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-2-practice
   description: |
-    This page provides access to a Data Visualization self-paced online
-    Quercus course that introduces participants to Tableau Desktop. Participants will
-    learn to create visualizations using some example datasets.
+    This page provides access to a Data Visualization self-paced online Quercus course that introduces participants to Tableau Desktop. Participants will learn to create visualizations using some example datasets.
   technique:
     - Data Visualization
   tool:
@@ -534,8 +446,7 @@
   title: "Self-Paced Online Course: R - An Introduction"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-introduction
   description: |
-    This page provides access to a self-paced online Quercus course that
-    focuses on how to use R for exploring and manipulating data.
+    This page provides access to a self-paced online Quercus course that focuses on how to use R for exploring and manipulating data.
   technique:
     - Data Visualization
     - Cleaning data
@@ -549,9 +460,7 @@
   title: "Self-Paced Online Course: R - Intermediate"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-r-intermediate
   description: |
-    This page provides access to a self-paced online Quercus course that
-    focuses on using R for intermediate level data manipulation and visualization,
-    and programming flow control.
+    This page provides access to a self-paced online Quercus course that focuses on using R for intermediate level data manipulation and visualization, and programming flow control.
   technique:
     - Data Visualization
     - Cleaning data
@@ -565,8 +474,7 @@
   title: "Self-Paced Online Course: Working with Messy Data in OpenRefine"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-working-messy-data-openrefine
   description: |
-    This page provides access to a self-paced online Quercus course that
-    focuses on data cleaning using OpenRefine.
+    This page provides access to a self-paced online Quercus course that focuses on data cleaning using OpenRefine.
   technique:
     - Cleaning data
   tool:
@@ -578,8 +486,7 @@
   title: "Workshop Recording: An Introductory Tour of ArcGIS Pro (Oct. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introductory-tour-arcgis-pro-oct-1-2024
   description: |
-    This page provides a video recording of an introductory workshop on
-    ArcGIS Pro.
+    This page provides a video recording of an introductory workshop on ArcGIS Pro.
   technique:
     - Mapping
     - Spatial Analysis
@@ -592,8 +499,7 @@
   title: "Workshop Recording: ArcGIS Pro -  Spatial Analysis (Nov. 1, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-spatial-analysis-nov-1-2024
   description: |
-    This page provides a video recording of a workshop in ArcGIS Pro focusing
-    on spatial analysis.
+    This page provides a video recording of a workshop in ArcGIS Pro focusing on spatial analysis.
   technique:
     - Mapping
     - Spatial Analysis
@@ -604,12 +510,10 @@
   type: Tutorial
 - id: 42
   title:
-    "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15,
-    2024)"
+    "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-loading-and-manipulating-data-oct-15-2024
   description: |
-    This page provides a video recording of a workshop on ArcGIS Pro that
-    focuses on loading and manipulating data.
+    This page provides a video recording of a workshop on ArcGIS Pro that focuses on loading and manipulating data.
   technique:
     - Mapping
     - Spatial Analysis
@@ -620,13 +524,10 @@
   type: Tutorial
 - id: 43
   title:
-    "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov.
-    30, 2021)"
+    "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov. 30, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
   description: |
-    This page provides a video recording of an introductory workshop on
-    Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning
-    materials will remain available afterwards.
+    This page provides a video recording of an introductory workshop on Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards.
   technique:
     - Text and Data Mining
   tool:
@@ -636,12 +537,10 @@
   type: Tutorial
 - id: 44
   title:
-    "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15,
-    2022)"
+    "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-windows-version-mar-15-2022
   description: |
-    This page provides a video recording of a introductory workshop on
-    NVivo 12 for Windows.
+    This page provides a video recording of a introductory workshop on NVivo 12 for Windows.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -665,10 +564,7 @@
   title: Introduction to GIS using R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-gis-using-r
   description: |
-    This tutorial is a beginner friendly introduction to work with GIS
-    data using R. The topics covered are creating and importing GIS data including
-    point, line, and polygon features; making maps; and running common spatial analyses.
-    The main spatial package used is the sf package.
+    This tutorial is a beginner friendly introduction to work with GIS data using R. The topics covered are creating and importing GIS data including point, line, and polygon features; making maps; and running common spatial analyses. The main spatial package used is the sf package.
   technique:
     - Quantitative Data Analysis
     - Mapping
@@ -685,9 +581,7 @@
   description: |
     This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
     
-    Find information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users. *Note: If you
-    need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
+    Find information on how to request a license, download and install the software, as well as how to activate the license key for new and existing users. *Note: If you need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:
     - Qualitative Data Analysis
   tool:
@@ -699,10 +593,7 @@
   title: Installing and Licensing NVivo 15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-windows
   description: |
-    This tutorial is for installing and licensing **NVivo 15** on Windows computers. Find
-    information on how to request a license, download and install the software, as
-    well as how to activate the license key for new and existing users. *Note: If you
-    need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
+    This tutorial is for installing and licensing **NVivo 15** on Windows computers. Find information on how to request a license, download and install the software, as well as how to activate the license key for new and existing users. *Note: If you need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:
     - Installation
   tool:
@@ -714,12 +605,7 @@
   title: Guide for Site Research
   url: https://mdl.library.utoronto.ca/technology/tutorials/guide-site-research
   description: |
-    Site research involves the comprehensive analysis of a location's physical,
-    cultural, and environmental characteristics. This process encompasses assessing
-    topography, climate, zoning regulations, and existing infrastructure, as well
-    as understanding the historical and social context of the site. Other terms often
-    used interchangeably with site research include site analysis, site assessment,
-    and contextual analysis.
+    Site research involves the comprehensive analysis of a location's physical, cultural, and environmental characteristics. This process encompasses assessing topography, climate, zoning regulations, and existing infrastructure, as well as understanding the historical and social context of the site. Other terms often used interchangeably with site research include site analysis, site assessment, and contextual analysis.
   technique:
     - Searching for maps and data
   dataFormat: 
@@ -733,8 +619,7 @@
   title: Introduction to R Shiny
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-shiny
   description: |
-    Shiny is a powerful open-source tool that is used to build easy interactive
-    web applications. This guide will help users get started in creating R Shiny applications.
+    Shiny is a powerful open-source tool that is used to build easy interactive web applications. This guide will help users get started in creating R Shiny applications.
   technique:
     - Quantitative Data Analysis
     - Data Visualization

From e3e6040c45dafee28b9ac360e42c66d4a840651e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 16:07:29 -0500
Subject: [PATCH 201/211] Correction 50-100

---
 _data/guides.yml | 322 ++++++++++-------------------------------------
 1 file changed, 69 insertions(+), 253 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index c886d48..63861e6 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -633,8 +633,7 @@
   title: Adding Media Layers in ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/adding-media-layers-arcgis-online
   description: |
-    This tutorial will cover how to 'georeference' a raster image through
-    media layers in ArcGIS Online.
+    This tutorial will cover how to 'georeference' a raster image through media layers in ArcGIS Online.
   technique:
     - Georeferencing
   tool:
@@ -647,13 +646,7 @@
   title: Creating a point layer of locations in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-point-layer-locations-arcgis-pro
   description: |
-    This is a beginner’s guide to creating a point layer in ArcGIS Pro
-    using the latitude and longitude of the locations you wish to display. How to
-    locate coordinates online will be discussed. The first part of this guide will
-    walk you through creating an Excel file of coordinates found in decimal degrees
-    that are set up and ready to be imported into ArcGIS. This guide will then walk
-    you through bringing your data into ArcGIS and creating your point layer on top
-    of a base layer of countries.
+    This is a beginner’s guide to creating a point layer in ArcGIS Pro using the latitude and longitude of the locations you wish to display. How to locate coordinates online will be discussed. The first part of this guide will walk you through creating an Excel file of coordinates found in decimal degrees that are set up and ready to be imported into ArcGIS. This guide will then walk you through bringing your data into ArcGIS and creating your point layer on top of a base layer of countries.
   tool:
     - ArcGIS Pro
     - Excel
@@ -665,9 +658,7 @@
   title: Mapping Census Data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/mapping-census-data-arcgis-pro
   description: |
-    This tutorial will cover how to download census data and census boundary
-    files and match them together in ArcGIS Pro for further analysis. Census data
-    will be downloaded using CHASS.
+    This tutorial will cover how to download census data and census boundary files and match them together in ArcGIS Pro for further analysis. Census data will be downloaded using CHASS.
   technique:
     - Data Visualization
     - Searching for maps and data
@@ -684,8 +675,7 @@
   title: Converting GIS data to AutoCAD in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-autocad-arcgis-pro
   description: |
-    This tutorial will demonstrate how to convert geospatial datasets saved
-    as shapefiles into AutoCAD format.
+    This tutorial will demonstrate how to convert geospatial datasets saved as shapefiles into AutoCAD format.
   technique:
     - Projecting
     - Converting data formats
@@ -697,19 +687,10 @@
   type: Tutorial
 - id: 55
   title:
-    Extracting the geographic features you need from a larger dataset in ArcGIS
-    Pro
+    Extracting the geographic features you need from a larger dataset in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/extracting-geographic-features-you-need-larger-dataset-arcgis-pro
   description: |
-    You may have noticed that many GIS datasets contain information about
-    a geographic extent that is larger than your area of interest. Your research may
-    involve analysis of data related to a single municipality in Ontario, yet you
-    have only been able to locate a dataset showing all municipalities located within
-    the province. Alternatively, you may be interested in only displaying a selection
-    of features on your completed map, such as the Canadian cities you have selected
-    as case studies for your research. This tutorial will demonstrate how to extract
-    just the features you need from larger datasets, saving them to new files that
-    you can then use to map and analyze your data.
+    You may have noticed that many GIS datasets contain information about a geographic extent that is larger than your area of interest. Your research may involve analysis of data related to a single municipality in Ontario, yet you have only been able to locate a dataset showing all municipalities located within the province. Alternatively, you may be interested in only displaying a selection of features on your completed map, such as the Canadian cities you have selected as case studies for your research. This tutorial will demonstrate how to extract just the features you need from larger datasets, saving them to new files that you can then use to map and analyze your data.
   technique:
     - Extracting data
   tool:
@@ -722,12 +703,7 @@
   title: Creating contours using ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-arcgis-pro
   description: |
-    Digital elevation models (DEMs) are geospatial datasets that contain
-    elevation values sampled according to a regularly spaced rectangular grid. They
-    can be used in terrain analysis, SD visualizations and hydrological modelling,
-    among other applications. DEMs can be stored in several different formats; however,
-    conversion into a raster dataset is often required for many processes. This tutorial
-    explains how to derive contours from DEMs using ArcGIS Pro.
+    Digital elevation models (DEMs) are geospatial datasets that contain elevation values sampled according to a regularly spaced rectangular grid. They can be used in terrain analysis, SD visualizations and hydrological modelling, among other applications. DEMs can be stored in several different formats; however, conversion into a raster dataset is often required for many processes. This tutorial explains how to derive contours from DEMs using ArcGIS Pro.
   tool:
     - ArcGIS Pro
   dataFormat: 
@@ -740,8 +716,7 @@
   title: Clipping Rasters in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/clipping-rasters-arcgis-pro
   description: |
-    This tutorial covers two methods for clipping raster datasets from
-    ArcGIS Pro.
+    This tutorial covers two methods for clipping raster datasets from ArcGIS Pro.
   technique:
     - Extracting data
   tool:
@@ -756,11 +731,7 @@
   title: Projecting your data in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/projecting-your-data-arcgis-pro
   description: |
-    In order for many GIS functions to work properly, your datasets need
-    to be stored in a common projected coordinate system. This guide will assist you
-    with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection
-    is for your area of interest? Refer to this [help document](https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection) or ask a staff member
-    for assistance in helping you determine it.)
+    In order for many GIS functions to work properly, your datasets need to be stored in a common projected coordinate system. This guide will assist you with the projection process in ArcGIS Pro. (Unsure of what the appropriate projection is for your area of interest? Refer to this [help document](https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection) or ask a staff member for assistance in helping you determine it.)
   technique:
     - Projecting
   tool:
@@ -775,11 +746,7 @@
   title: Exporting Data from OpenStreetMap for QGIS
   url: https://mdl.library.utoronto.ca/tutorials/exporting-map-data-osm-qgis
   description: |
-    In the case you need to acquire detailed city data to produce a large-scale
-    map and we don’t have what you’re looking for in our data inventory, there is
-    a chance that the user-contributed maps of OpenStreetMap.org may do the trick.
-    QGIS can query and load this data into your map for a specified area of interest.
-    The data can then be exported into common geospatial file formats.
+    In the case you need to acquire detailed city data to produce a large-scale map and we don’t have what you’re looking for in our data inventory, there is a chance that the user-contributed maps of OpenStreetMap.org may do the trick. QGIS can query and load this data into your map for a specified area of interest. The data can then be exported into common geospatial file formats.
   tool:
     - QGIS
   dataFormat: Vector
@@ -790,10 +757,7 @@
   title: Importing Alternative Sources in NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-mac
   description: |
-    NVivo can handle many types of files, such as text, audio, videos,
-    images, etc. You would import these from the Data menu, by choosing the appropriate
-    option. However, this tutorial will show you a common source of data that you
-    might want to code in NVivo that is a bit more complicated to import.
+    NVivo can handle many types of files, such as text, audio, videos, images, etc. You would import these from the Data menu, by choosing the appropriate option. However, this tutorial will show you a common source of data that you might want to code in NVivo that is a bit more complicated to import.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -805,10 +769,7 @@
   title: Importing Alternative Sources in NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-1415-windows
   description: |
-    NVivo can handle many types of files, such as text, audio, videos,
-    images, etc. You would import these from the Import Ribbon, by choosing the Files
-    option. However, this tutorial will show you two common sources of data that you
-    might want to code in NVivo that are a bit more complicated to import.
+    NVivo can handle many types of files, such as text, audio, videos, images, etc. You would import these from the Import Ribbon, by choosing the Files option. However, this tutorial will show you two common sources of data that you might want to code in NVivo that are a bit more complicated to import.
   tool:
     - NVivo
   date: "2023-11-20"
@@ -818,8 +779,7 @@
   title: Installing and Licensing NVivo 14
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-14
   description: |
-    This tutorial describes how to request a license for NVivo 14, download
-    it, and license it.
+    This tutorial describes how to request a license for NVivo 14, download it, and license it.
   technique:
     - Installation
   tool:
@@ -831,13 +791,7 @@
   title: Introduction to NVivo 14/15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-mac
   description: |
-    This is a beginner level tutorial for NVivo 14 or 15 for Mac (the versions
-    are almost identical). The goal of this tutorial is to learn about the basic features
-    in NVivo that will allow you to organize and analyze qualitative data. Part 1
-    will go over the basics of navigating the NVivo interface, importing data, and
-    coding with codes. Part 2 will explore the different types of queries you can
-    run in NVivo. If you already have a grasp of the basics and are just interested
-    in learning about queries, you can jump right to Part 2.
+    This is a beginner level tutorial for NVivo 14 or 15 for Mac (the versions are almost identical). The goal of this tutorial is to learn about the basic features in NVivo that will allow you to organize and analyze qualitative data. Part 1 will go over the basics of navigating the NVivo interface, importing data, and coding with codes. Part 2 will explore the different types of queries you can run in NVivo. If you already have a grasp of the basics and are just interested in learning about queries, you can jump right to Part 2.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -849,13 +803,7 @@
   title: Introduction to NVivo 14/15 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-1415-windows
   description: |
-    This is a beginner level tutorial for NVivo 14 or 15 for Windows (the
-    versions are almost identical). The goal of this tutorial is to learn about the
-    basic features in NVivo that will allow you to organize and analyze qualitative
-    data. Part 1 will go over the basics of navigating the NVivo interface, importing
-    data, and coding with codes. Part 2 will explore the different types of queries
-    you can run in NVivo. If you already have a grasp of the basics and are just interested
-    in learning about queries, you can jump right to Part 2.
+    This is a beginner level tutorial for NVivo 14 or 15 for Windows (the versions are almost identical). The goal of this tutorial is to learn about the basic features in NVivo that will allow you to organize and analyze qualitative data. Part 1 will go over the basics of navigating the NVivo interface, importing data, and coding with codes. Part 2 will explore the different types of queries you can run in NVivo. If you already have a grasp of the basics and are just interested in learning about queries, you can jump right to Part 2.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -867,8 +815,7 @@
   title: How to georeference images in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-georeference-images-arcgis-pro
   description: |
-    This tutorial will explain how to georeference a raster image in ArcGIS
-    so it can be used as an overlay or for digitizing purposes.
+    This tutorial will explain how to georeference a raster image in ArcGIS so it can be used as an overlay or for digitizing purposes.
   technique:
     - Georeferencing
   tool:
@@ -891,9 +838,7 @@
   title: PCCF Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-guide
   description: |
-    In this tutorial, we will use the Postal Code Conversion File (PCCF)
-    to match postal codes to dissemination areas in order to incorporate additional
-    neighbourhood-level demographic data into your dataset.
+    In this tutorial, we will use the Postal Code Conversion File (PCCF) to match postal codes to dissemination areas in order to incorporate additional neighbourhood-level demographic data into your dataset.
   technique:
     - Quantitative Data Analysis
   tool:
@@ -908,9 +853,7 @@
   title: PCCF+ Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/pccf-plus-guide
   description: |
-    In this tutorial, we will use the Postal Code Conversion File Plus
-    (PCCF+) to match postal codes to dissemination areas in order to incorporate additional
-    neighbourhood-level demographic data into your dataset.
+    In this tutorial, we will use the Postal Code Conversion File Plus (PCCF+) to match postal codes to dissemination areas in order to incorporate additional neighbourhood-level demographic data into your dataset.
   technique:
     - Quantitative Data Analysis
   tool:
@@ -925,10 +868,7 @@
   title: Importing Alternative Sources in NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-mac
   description: |
-    NVivo can handle many types of files, such as text, audio, videos,
-    images, etc. You would import these from the Data menu, by choosing the appropriate
-    option. However, this tutorial will show you two common sources of data that you
-    might want to code in NVivo that are a bit more complicated to import.
+    NVivo can handle many types of files, such as text, audio, videos, images, etc. You would import these from the Data menu, by choosing the appropriate option. However, this tutorial will show you two common sources of data that you might want to code in NVivo that are a bit more complicated to import.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -940,10 +880,7 @@
   title: Importing Alternative Sources in NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/importing-alternative-sources-nvivo-12-windows
   description: |
-    NVivo can handle many types of files, such as text, audio, videos,
-    images, etc. You would import these from the Import Ribbon, by choosing the Files
-    option. However, this tutorial will show you two common sources of data that you
-    might want to code in NVivo that are a bit more complicated to import.
+    NVivo can handle many types of files, such as text, audio, videos, images, etc. You would import these from the Import Ribbon, by choosing the Files option. However, this tutorial will show you two common sources of data that you might want to code in NVivo that are a bit more complicated to import.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -955,11 +892,7 @@
   title: Intermediate R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/intermediate-r-course
   description: |
-    To get started with intermediate R, enroll in this Intermediate R quercus
-    course here. To enroll, you will need to use your UTORid login. This course consists
-    of demonstration videos. By enrolling in this course, you can keep track of your
-    progress! If you are a member of the public and you do not have a UTORid login,
-    you can access the videos in the following guide below.
+    To get started with intermediate R, enroll in this Intermediate R quercus course here. To enroll, you will need to use your UTORid login. This course consists of demonstration videos. By enrolling in this course, you can keep track of your progress! If you are a member of the public and you do not have a UTORid login, you can access the videos in the following guide below.
   technique:
     - Data Visualization
     - Cleaning data
@@ -975,29 +908,15 @@
   description: |
     About this workshop 
     
-    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data
-    that can be manipulated in Excel, an extremely popular spreadsheet software. Through
-    practical exercises using real world data from the Toronto Transit Commission
-    (TTC), you will learn important terminology and software features, and gain a
-    better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization. 
+    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
   
-    **Why**: Excel is a popular spreadsheet software
-    that allows you to organize, modify and analyze your data. It remains one of the
-    most widely used software for data analytics. A deeper understanding of Excel
-    will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond. 
+    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
 
-    **Who**: This tutorial assumes you have used Excel before at a basic level,
-    but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming! 
+    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
 
-    **Software**: Excel is freely available for
-    download for University of Toronto staff, faculty and students. Note: This tutorial
-    is intended for Mac users. If you are using Windows, check out this tutorial instead. 
+    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. Note: This tutorial is intended for Mac users. If you are using Windows, check out this tutorial instead. 
     
-    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out our Code of Conduct. 
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
     
     **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
@@ -1011,35 +930,19 @@
   description: |
     About this workshop 
     
-    **What**: This is a beginner to intermediate tutorial,
-    that will allow you to gain a deeper understanding of the uses and types of data
-    that can be manipulated in Excel, an extremely popular spreadsheet software. Through
-    practical exercises using real world data from the Toronto Transit Commission
-    (TTC), you will learn important terminology and software features, and gain a
-    better understanding of Excel’s built-in methods for data manipulation and cleaning,
-    as well as analysis and visualization. 
+    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
     
-    **Why**: Excel is a popular spreadsheet software
-    that allows you to organize, modify and analyze your data. It remains one of the
-    most widely used software for data analytics. A deeper understanding of Excel
-    will help you better navigate the tool to work with your data sets, in the classroom
-    and beyond. 
+    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
     
-    **Who**: This tutorial assumes you have used Excel before at a basic level,
-    but haven’t explored all it has to offer. There are no prerequisites or assumptions
-    of knowledge of math, statistics, or programming! 
+    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
     
-    **Software**: Excel is freely available for
-    download for University of Toronto staff, faculty and students. 
+    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. 
     
-    **Note**: This tutorial
-    is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
+    **Note**: This tutorial is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
     
-    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment
-    for learning. To learn more, check out our Code of Conduct. 
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
     
-    **For help contact**: Map
-    & Data Library,mdl@library.utoronto.ca
+    **For help contact**: Map & Data Library,mdl@library.utoronto.ca
   tool:
     - Excel
   date: "2023-02-21"
@@ -1051,9 +954,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace
-    and Notes features. This allows for a shared workspace and options for documenting
-    your steps.
+    Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace and Notes features. This allows for a shared workspace and options for documenting your steps.
   tool:
     - Digital Scholar Lab
   date: "2023-02-07"
@@ -1063,13 +964,7 @@
   title: "Python: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/python-information-tutorials-and-workshops
   description: |
-    Python is a simple programming language that is popular for being easy
-    to learn to read, write, and understand. You can use Python for automating repetitive
-    tasks like cleaning data, creating data visualizations, analyzing data, conducting
-    complex statistical calculations, or even building machine learning algorithms.
-    Its ease of use and versatility means that many tools have been built on top of
-    Python, but being able to explore those requires a good foundation and understanding
-    of the language itself first!
+    Python is a simple programming language that is popular for being easy to learn to read, write, and understand. You can use Python for automating repetitive tasks like cleaning data, creating data visualizations, analyzing data, conducting complex statistical calculations, or even building machine learning algorithms. Its ease of use and versatility means that many tools have been built on top of Python, but being able to explore those requires a good foundation and understanding of the language itself first!
   tool:
     - Python
   date: "2023-02-03"
@@ -1079,10 +974,7 @@
   title: Qualitative Data Analysis Software Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/qualitative-data-analysis-software-options
   description: |
-    UofT currently subscribes to the latest few versions of NVivo. Consult
-    our [NVivo software license page](https://mdl.library.utoronto.ca/technology/nvivo-software) to request a license key. Consult our [getting started
-    guide for NVivo](https://mdl.library.utoronto.ca/technology/tutorials/nvivo-12-information-tutorials-and-workshops) or our for tutorials, resources, and workshop recordings to help
-    you get started using the software.
+    UofT currently subscribes to the latest few versions of NVivo. Consult our [NVivo software license page](https://mdl.library.utoronto.ca/technology/nvivo-software) to request a license key. Consult our [getting started guide for NVivo](https://mdl.library.utoronto.ca/technology/tutorials/nvivo-12-information-tutorials-and-workshops) or our for tutorials, resources, and workshop recordings to help you get started using the software.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1094,13 +986,9 @@
   title: Transcription Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
   description: |
-    If you have an audio or video file that you need to get transcribed,
-    this page describes some automated options to consider. But keep in mind, though,
-    that none of these options (including NVivo transcription) provides a 100% perfectly
-    accurate transcript. You will always have to go back in and correct your transcript. 
+    If you have an audio or video file that you need to get transcribed, this page describes some automated options to consider. But keep in mind, though, that none of these options (including NVivo transcription) provides a 100% perfectly accurate transcript. You will always have to go back in and correct your transcript. 
     
-    Note: If you want to pay a human to transcribe things accurately (so no or minimal correction
-    is needed later), you could try [Rev](https://www.rev.com/) or [Transcript Divas](https://transcriptdivas.co.uk/about/).
+    Note: If you want to pay a human to transcribe things accurately (so no or minimal correction is needed later), you could try [Rev](https://www.rev.com/) or [Transcript Divas](https://transcriptdivas.co.uk/about/).
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1112,11 +1000,7 @@
   title: Working in Teams Using NVivo
   url: https://mdl.library.utoronto.ca/technology/tutorials/working-teams-using-nvivo
   description: |
-    This page provides an overview and tips for working as a team using
-    NVivo. There are three main options: the manual way, the old collaboration cloud,
-    and the new collaboration cloud. There is also [NVivo Collaboration Server](https://community.lumivero.com/s/article/TRC-Using-NVivo-with-NVivo-Collaboration-Server?language=en_US), but
-    that involves purchasing, setting up, and maintaining NVivo Server software, and
-    it only works in a Windows environment with NVivo 12 or 13.
+    This page provides an overview and tips for working as a team using NVivo. There are three main options: the manual way, the old collaboration cloud, and the new collaboration cloud. There is also [NVivo Collaboration Server](https://community.lumivero.com/s/article/TRC-Using-NVivo-with-NVivo-Collaboration-Server?language=en_US), but that involves purchasing, setting up, and maintaining NVivo Server software, and it only works in a Windows environment with NVivo 12 or 13.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1130,15 +1014,9 @@
     PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
   description: |
-    This tutorial will help you get up and running querying the [Canadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
-    accessing the high performance computing environment, querying the database via
-    SQL statements and from within a python script, and downloading the results of
-    the query. 
+    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
     
-    You will need a Compute Canada account with the proper credentials to
-    access this database. If you haven’t done so already, you should first follow
-    the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
     
     Note: This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC) instead.
   date: "2023-01-05"
@@ -1146,19 +1024,12 @@
   type: Tutorial
 - id: 80
   title:
-    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
-    PostgreSQL Database - Mac
+    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
   description: |
-    This tutorial will help you get up and running querying the [Canadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover
-    accessing the high performance computing environment, querying the database via
-    SQL statements and from within a python script, and downloading the results of
-    the query. 
+    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
     
-    You will need a Compute Canada account with the proper credentials to
-    access this database. If you haven’t done so already, you should first follow
-    the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
     
     Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS) instead.
   date: "2022-11-30"
@@ -1169,10 +1040,15 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-mapping-and-spatial-analysis-qgis
   description: |-
     Learn the basics of GIS with open source software, QGIS (https://qgis.org).
-    This tutorial/workshop is made up of three modules. 
+    
+    This tutorial/workshop is made up of three modules.
+
     - Module 1. Getting started
+
     - Module 2. Making a map using layouts
+
     - Module 3. Manipulating geospatial datasets 
+    
     Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
     
     Note that while the examples shown in this tutorial were captured using the windows version of QGIS, all modules and operations can be completed using the linux or mac OS version of QGIS.
@@ -1188,12 +1064,7 @@
   title: Introduction to R Course
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r-course
   description: |
-    For a gentle and thorough introduction to R, enroll in this [Introduction
-    to R](https://q.utoronto.ca/courses/176769/assignments/syllabus) quercus course [here](https://q.utoronto.ca/enroll/ET679B). To enroll, you will need to use your UTORid login. This
-    course consists of demonstration video, activity and quizzes. By enrolling in
-    this course, you can keep track of your progress! If you are a member of the public
-    and you do not have a UTORid login, you can access the videos in the following
-    guide below.
+    For a gentle and thorough introduction to R, enroll in this [Introduction to R](https://q.utoronto.ca/courses/176769/assignments/syllabus) quercus course [here](https://q.utoronto.ca/enroll/ET679B). To enroll, you will need to use your UTORid login. This course consists of demonstration video, activity and quizzes. By enrolling in this course, you can keep track of your progress! If you are a member of the public and you do not have a UTORid login, you can access the videos in the following guide below.
   tool:
     - R
   date: "2022-09-16"
@@ -1203,13 +1074,7 @@
   title: Introduction to NVivo 12 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac
   description: |
-    This is a beginner level tutorial for NVivo 12 for Mac. The goal of
-    this tutorial is to learn about the basic features in NVivo that will allow you
-    to organize and analyze qualitative data. Part 1 will go over the basics of navigating
-    the NVivo interface, importing data, and coding with nodes. Part 2 will explore
-    the different types of queries you can run in NVivo. If you already have a grasp
-    of the basics and are just interested in learning about queries, you can jump
-    right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac#Queries).
+    This is a beginner level tutorial for NVivo 12 for Mac. The goal of this tutorial is to learn about the basic features in NVivo that will allow you to organize and analyze qualitative data. Part 1 will go over the basics of navigating the NVivo interface, importing data, and coding with nodes. Part 2 will explore the different types of queries you can run in NVivo. If you already have a grasp of the basics and are just interested in learning about queries, you can jump right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-mac#Queries).
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1221,10 +1086,7 @@
   title: Tableau Workshop Demonstration Tutorial
   url: https://mdl.library.utoronto.ca/technology/tutorials/tableau-workshop-demonstration-tutorial
   description: |
-    This tutorial outlines the steps taken in the demonstration during
-    the live workshop on an Introduction to Data Visualization Using Tableau Desktop.
-    This is a companion tutorial, but can also be used as a stand-alone introduction
-    to Tableau Desktop.
+    This tutorial outlines the steps taken in the demonstration during the live workshop on an Introduction to Data Visualization Using Tableau Desktop. This is a companion tutorial, but can also be used as a stand-alone introduction to Tableau Desktop.
   technique:
     - Data Visualization
   tool:
@@ -1236,13 +1098,7 @@
   title: Introduction to NVivo 12 for Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows
   description: |
-    This is a beginner level tutorial for NVivo 12 for Windows. The goal
-    of this tutorial is to learn about the basic features in NVivo that will allow
-    you to organize and analyze qualitative data. Part 1 will go over the basics of
-    navigating the NVivo interface, importing data, and coding with nodes. Part 2
-    will explore the different types of queries you can run in NVivo. If you already
-    have a grasp of the basics and are just interested in learning about queries,
-    you can jump right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows#Queries).
+    This is a beginner level tutorial for NVivo 12 for Windows. The goal of this tutorial is to learn about the basic features in NVivo that will allow you to organize and analyze qualitative data. Part 1 will go over the basics of navigating the NVivo interface, importing data, and coding with nodes. Part 2 will explore the different types of queries you can run in NVivo. If you already have a grasp of the basics and are just interested in learning about queries, you can jump right to [Part 2](https://mdl.library.utoronto.ca/technology/tutorials/introduction-nvivo-12-windows#Queries).
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1254,10 +1110,7 @@
   title: Introduction to SimplyAnalytics - Video Tutorials
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics-video-tutorials
   description: |
-    [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can
-    be used to create simple thematic maps and support analyses of socio-demographic
-    data. This tutorial introduces SimplyAnalytics and its capabilities with the help
-    of [videos produced by our colleagues at UTSC](https://www.utsc.utoronto.ca/thebridge/%20.).
+    [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can be used to create simple thematic maps and support analyses of socio-demographic data. This tutorial introduces SimplyAnalytics and its capabilities with the help of [videos produced by our colleagues at UTSC](https://www.utsc.utoronto.ca/thebridge/%20.).
   technique:
     - Data Visualization
     - Mapping
@@ -1285,8 +1138,7 @@
   title: "ArcGIS Online: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-information-tutorials-and-workshops
   description: |
-    [ArcGIS Online](https://www.arcgis.com/index.html) is a web-based mapping software that allows you to build,
-    share, and access interactive web maps.
+    [ArcGIS Online](https://www.arcgis.com/index.html) is a web-based mapping software that allows you to build, share, and access interactive web maps.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1299,8 +1151,7 @@
   title: "ArcGIS StoryMaps: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-information-tutorials-and-workshops
   description: |
-    [ArcGIS StoryMaps](https://storymaps.arcgis.com/) is an online storytelling tool that allows users to
-    craft and publish powerful narratives using maps.
+    [ArcGIS StoryMaps](https://storymaps.arcgis.com/) is an online storytelling tool that allows users to craft and publish powerful narratives using maps.
   technique:
     - Data Visualization
     - Mapping
@@ -1313,12 +1164,7 @@
   title: "HathiTrust Research Center: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/hathitrust-research-center-information-tutorials-and-workshops
   description: |
-    The HathiTrust Research Center (HTRC) is the research arm of HathiTrust.
-    It develops tools and resources that enable text or computational analysis of
-    the HathiTrust corpus. This corpus or digital library includes over 10 million
-    volumes (mostly books and journals), 3 million of which are in the public domain.
-    It covers 400 languages and publication dates from 1500 to the present day, representing
-    a broad variety of subjects.
+    The HathiTrust Research Center (HTRC) is the research arm of HathiTrust. It develops tools and resources that enable text or computational analysis of the HathiTrust corpus. This corpus or digital library includes over 10 million volumes (mostly books and journals), 3 million of which are in the public domain. It covers 400 languages and publication dates from 1500 to the present day, representing a broad variety of subjects.
   technique:
     - Data Visualization
     - Text and Data Mining
@@ -1332,12 +1178,7 @@
   title: "Infographics: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/infographics-information-tutorials-and-workshops
   description: |
-    Infographics are a type of data visualization. They are usually a mixture
-    of text and images, but they are graphic heavy, often only visualize a small amount
-    of data, and have specific goals. Those goals are normally to inform or persuade
-    through storytelling. They are often shared on websites and social media for marketing
-    purposes, but they are becoming more popular in a variety of situations to convey
-    your data and message to your audience in a more unique and appealing way.
+    Infographics are a type of data visualization. They are usually a mixture of text and images, but they are graphic heavy, often only visualize a small amount of data, and have specific goals. Those goals are normally to inform or persuade through storytelling. They are often shared on websites and social media for marketing purposes, but they are becoming more popular in a variety of situations to convey your data and message to your audience in a more unique and appealing way.
   technique:
     - Data Visualization
   tool:
@@ -1349,9 +1190,7 @@
   title: "ProQuest TDM Studio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/proquest-tdm-studio-information-tutorials-and-workshops
   description: |
-    [ProQuest TDM Studio](https://about.proquest.com/en/products-services/TDM-Studio/) is a web platform for running text analyses on thousands
-    of ProQuest materials, including but not limited to, ProQuest Dissertations &
-    Theses and the New York Times.
+    [ProQuest TDM Studio](https://about.proquest.com/en/products-services/TDM-Studio/) is a web platform for running text analyses on thousands of ProQuest materials, including but not limited to, ProQuest Dissertations & Theses and the New York Times.
   technique:
     - Data Visualization
     - Text and Data Mining
@@ -1363,9 +1202,7 @@
   title: "Gale Digital Scholar Lab: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gale-digital-scholar-lab-information-tutorials-and-workshops
   description: |
-    The [Gale Digital Scholar Lab](https://www.gale.com/primary-sources/digital-scholar-lab) is a platform that allows users to discover
-    and create collections of digitized texts from the Gale Historical Collections,
-    run a variety of textual analysis on them, and visualize the resulting data.
+    The [Gale Digital Scholar Lab](https://www.gale.com/primary-sources/digital-scholar-lab) is a platform that allows users to discover and create collections of digitized texts from the Gale Historical Collections, run a variety of textual analysis on them, and visualize the resulting data.
   technique:
     - Data Visualization
     - Text and Data Mining
@@ -1379,9 +1216,7 @@
   title: "Gephi: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/gephi-information-tutorials-and-workshops
   description: |
-    [Gephi](https://gephi.org/) is an open-source network analysis and visualization program that
-    allows users to analyze and display relationships between individuals, groups,
-    and other entities in a network.
+    [Gephi](https://gephi.org/) is an open-source network analysis and visualization program that allows users to analyze and display relationships between individuals, groups, and other entities in a network.
   technique:
     - Data Visualization
   tool:
@@ -1393,9 +1228,7 @@
   title: "NVivo: Information, Resources, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/nvivo-information-resources-tutorials-and-workshops
   description: |
-    [NVivo](https://lumivero.com/products/nvivo/) is a program used for qualitative data analysis. It supports researchers
-    in managing, organizing, and analyzing qualitative data to produce new insight,
-    infer relationships, and identify themes.
+    [NVivo](https://lumivero.com/products/nvivo/) is a program used for qualitative data analysis. It supports researchers in managing, organizing, and analyzing qualitative data to produce new insight, infer relationships, and identify themes.
   technique:
     - Qualitative Data Analysis
   tool:
@@ -1407,11 +1240,7 @@
   title: "R and RStudio: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-and-rstudio-information-tutorials-and-workshops
   description: |
-    [R](https://www.r-project.org/) is a programming language and a free software environment to write
-    and execute the R language. [RStudio](https://www.rstudio.com/) is an Integrated Development Environment that
-    provides free and open-source tools for R. While you can run your data analysis
-    in the basic R environment, R Studio has a more intuitive interface and more tools
-    to help you write your R code.
+    [R](https://www.r-project.org/) is a programming language and a free software environment to write and execute the R language. [RStudio](https://www.rstudio.com/) is an Integrated Development Environment that provides free and open-source tools for R. While you can run your data analysis in the basic R environment, R Studio has a more intuitive interface and more tools to help you write your R code.
   technique:
     - Converting data formats
     - Cleaning data
@@ -1425,8 +1254,7 @@
   title: "Stata: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-information-tutorials-and-workshops
   description: |
-    [Stata](https://www.stata.com/) is a statistical software for data manipulation, data visualization
-    and data analysis.
+    [Stata](https://www.stata.com/) is a statistical software for data manipulation, data visualization and data analysis.
   technique:
     - Converting data formats
     - Cleaning data
@@ -1440,14 +1268,7 @@
   title: "Data Visualization and Tableau: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/data-visualization-and-tableau-information-tutorials-and-workshops
   description: |
-    Data Visualization is a broad term that basically involves anything
-    that uses graphical or pictorial representations of data for exploration, sense-making,
-    and communication. Data visualization allows you and your audience to identify
-    patterns, trends, exceptions, and relationships. It has broad applicability from
-    conveying abstract concepts or ideas to highly complex scientific data. This page
-    will highlight the resources we offer on data visualization and using Tableau.
-    Tableau is a commercial program used to create data visualizations and interactive
-    dashboards.
+    Data Visualization is a broad term that basically involves anything that uses graphical or pictorial representations of data for exploration, sense-making, and communication. Data visualization allows you and your audience to identify patterns, trends, exceptions, and relationships. It has broad applicability from conveying abstract concepts or ideas to highly complex scientific data. This page will highlight the resources we offer on data visualization and using Tableau. Tableau is a commercial program used to create data visualizations and interactive dashboards.
   technique:
     - Data Visualization
   tool:
@@ -1459,9 +1280,7 @@
   title: "OpenRefine: Information, Tutorials, and Workshops"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-information-tutorials-and-workshops
   description: |
-    [OpenRefine](https://openrefine.org/) is a free, open-source program used for working with messy
-    data. It allows you to clean, transform, and augment data in preparation for analysis
-    and visualization.
+    [OpenRefine](https://openrefine.org/) is a free, open-source program used for working with messy data. It allows you to clean, transform, and augment data in preparation for analysis and visualization.
   technique:
     - Cleaning data
   tool:
@@ -1475,8 +1294,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    Here are some ways to dig deeper into the archival and instructional materials in theDigital Scholar
-    Lab.
+    Here are some ways to dig deeper into the archival and instructional materials in theDigital Scholar Lab.
   tool:
     - Digital Scholar Lab
   date: "2022-03-10"
@@ -1490,9 +1308,7 @@
     
     This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. 
     
-    Please note that Gale is
-    periodically adding new documents to their collections, so your document counts
-    and results may look slightly different from our screenshots and examples below.
+    Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Data Visualization
     - Text and Data Mining

From 1413f7225916f16182a168742a99faf040075a61 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 16:11:29 -0500
Subject: [PATCH 202/211] 1-50 Correction Again

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 63861e6..37aaf58 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -378,9 +378,9 @@
     "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available Tools (Feb. 14, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
   description: |
-    This page provides a video recording of a workshop on various text analysis tools. 
+    This page provides a video recording of a workshop on various text analysis tools.
 
-    **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025.** Some learning materials will remain available afterwards. Please also note that HathiTrust Research Center will no longer be funded by the end of 2026.
+    **Please note that [Constellate](https://constellate.org/docs/constellate-sunset) is ending on July 1st, 2025. **Some learning materials will remain available afterwards. Please also note that HathiTrust Research Center will no longer be funded by the end of 2026.
   technique:
     - Text and Data Mining
     - Cleaning data
@@ -579,7 +579,7 @@
   title: Installing and Licensing NVivo 15 for Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
   description: |
-    This tutorial is for installing and licensing **NVivo 15** on Mac computers. 
+    This tutorial is for installing and licensing **NVivo 15** on Mac computers.
     
     Find information on how to request a license, download and install the software, as well as how to activate the license key for new and existing users. *Note: If you need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:

From 4787692aa748928075ab57d41546b4c91dae7b4f Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 16:30:03 -0500
Subject: [PATCH 203/211] Correction 100-184

---
 _data/guides.yml | 398 ++++++++++++-----------------------------------
 1 file changed, 96 insertions(+), 302 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 37aaf58..20400df 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1325,10 +1325,7 @@
     
     This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. 
     
-    Please
-    note that Gale is periodically adding new documents to their collections, so your
-    document counts and results may look slightly different from our screenshots and
-    examples below.
+    Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Cleaning data
   tool:
@@ -1342,12 +1339,9 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale
-    Primary Sources and by uploading your own texts. 
+    This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale Primary Sources and by uploading your own texts. 
     
-    Please note that Gale is periodically
-    adding new documents to their collections, so your document counts and results
-    may look slightly different from our screenshots and examples below.
+    Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Text and Data Mining
     - Searching for maps and data
@@ -1362,10 +1356,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note
-    that Gale is periodically adding new documents to their collections, so your document
-    counts and results may look slightly different from our screenshots and examples
-    below.
+    This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Extracting data
   tool:
@@ -1377,8 +1368,7 @@
   title: Generating SSH Key Pairs on a Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/generating-ssh-key-pairs-mac
   description: |
-    These instructions will help you create SSH key pairs on a Mac computer,
-    for access to the [Web of Science PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/web-science-postgresql-database).
+    These instructions will help you create SSH key pairs on a Mac computer, for access to the [Web of Science PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/web-science-postgresql-database).
   date: "2022-02-07"
   series: MDL Tutorials
   type: Tutorial
@@ -1386,18 +1376,11 @@
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
   description: |
-    This tutorial will help you get up and running querying the [Web of
-    Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high
-    performance computing environment, querying the database via SQL statements and
-    from within a python script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
     
-    You will
-    need a Compute Canada account with the proper credentials to access this database.
-    If you haven’t done so already, you should first follow the [instructions to get
-    your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
     
-    Note: This tutorial is intended for Mac users. If you are
-    using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database) instead.
+    Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database) instead.
   date: "2022-02-07"
   series: MDL Tutorials
   type: Tutorial
@@ -1405,17 +1388,11 @@
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
   description: |
-    This tutorial will help you get up and running querying the [Web of
-    Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing
-    environment, querying the database via SQL statements and from within a python
-    script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
     
-    You will need a Compute Canada
-    account with the proper credentials to access this database. If you haven’t done
-    so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). Note:
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). Note:
     
-    This tutorial is intended for Windows users. If you are using a Mac, check out
-    this [tutorial](https://mdl.library.utoronto.ca/getting-started-web-science-postgresql-database-MAC) instead."
+    This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/getting-started-web-science-postgresql-database-MAC) instead."
   date: "2022-01-26"
   series: MDL Tutorials
   type: Tutorial
@@ -1423,9 +1400,7 @@
   title: How to Access the PostgreSQL Databases
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-postgresql-databases
   description: |
-    Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian
-    Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access
-    to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
+    Since access to both the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/postgresql-database-version-web-science-raw-data-xml) and the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database) is tied to access to supercomputers, it can only be granted after a multi-step process that ensures security and access rights
   date: "2022-01-26"
   series: MDL Tutorials
   type: Tutorial
@@ -1447,9 +1422,7 @@
   title: ArcGIS Online Part II  (November 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-part-ii-november-2021
   description: |
-    The following slide deck will guide you through Part 2 of the ArcGIS
-    Online workshop. Part 2 covers topics such as choropleth mapping, spatial analytic
-    tools, and linking ArcGIS Pro to ArcGIS Online.
+    The following slide deck will guide you through Part 2 of the ArcGIS Online workshop. Part 2 covers topics such as choropleth mapping, spatial analytic tools, and linking ArcGIS Pro to ArcGIS Online.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1463,9 +1436,7 @@
   title: ArcGIS Pro Module 1 - The Basics (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-1-basics-fall-2021
   description: |
-    The following slide deck walks you through the basics of learning about
-    ArcGIS Pro's main tools, viewing and manipulating datasets and basemaps, and exporting
-    a basic map view.
+    The following slide deck walks you through the basics of learning about ArcGIS Pro's main tools, viewing and manipulating datasets and basemaps, and exporting a basic map view.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1478,8 +1449,7 @@
   title: ArcGIS Pro Module 2 - Authoring and Publishing a Map (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-2-authoring-and-publishing-map-fall-2021
   description: |
-    Learn to create a map project which will include a legend, scale bar,
-    an inset map, a title and a north arrow.
+    Learn to create a map project which will include a legend, scale bar, an inset map, a title and a north arrow.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1492,9 +1462,7 @@
   title: ArcGIS Pro Module 3 - Loading and Manipulating Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-3-loading-and-manipulating-data-fall-2021
   description: |
-    The following slide deck will walk you through Module 3 of the ArcGIS
-    Pro tutorial. This module will teach you how to add and format vector and raster
-    data layers to your project, as well as how to geocode data.
+    The following slide deck will walk you through Module 3 of the ArcGIS Pro tutorial. This module will teach you how to add and format vector and raster data layers to your project, as well as how to geocode data.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1507,9 +1475,7 @@
   title: ArcGIS Pro Module 4  - Data Analysis (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-4-data-analysis-fall-2021
   description: |
-    The following slide deck is for Module 4 of the ArcGIS Pro tutorial.
-    This module helps the user apply knowledge and skills learned in previous 3 modules
-    in solving a real life spatial problem.
+    The following slide deck is for Module 4 of the ArcGIS Pro tutorial. This module helps the user apply knowledge and skills learned in previous 3 modules in solving a real life spatial problem.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1522,9 +1488,7 @@
   title: ArcGIS Pro Module 5 - Working with Raster Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-5-working-raster-data-fall-2021
   description: |
-    The following slide deck is for Module 5 of the ArcGIS Pro workshop.
-    This module will teach you how to manipulate and analyze raster data in ArcGIS
-    Pro.
+    The following slide deck is for Module 5 of the ArcGIS Pro workshop. This module will teach you how to manipulate and analyze raster data in ArcGIS Pro.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1537,10 +1501,7 @@
   title: ArcGIS Pro Module 6 - Wrangling and Mapping Covid-19 Data (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-6-wrangling-and-mapping-covid-19-data-fall-2021
   description: |
-    The following slide deck is for Module 6 of the ArcGIS Pro tutorial.
-    This module will teach you how to do basic data cleaning and converting to prepare
-    data to be used in ArcGIS Pro. This module will also present a real life problem
-    of doing spatial analysis using public health data.
+    The following slide deck is for Module 6 of the ArcGIS Pro tutorial. This module will teach you how to do basic data cleaning and converting to prepare data to be used in ArcGIS Pro. This module will also present a real life problem of doing spatial analysis using public health data.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1553,9 +1514,7 @@
   title: ArcGIS StoryMaps (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-storymaps-fall-2021
   description: |
-    The following slide deck is a tutorial on ArcGIS StoryMaps. This tutorial
-    will teach you the basics of ArcGIS StoryMaps, how they can be used, and how you
-    can make your own StoryMap.
+    The following slide deck is a tutorial on ArcGIS StoryMaps. This tutorial will teach you the basics of ArcGIS StoryMaps, how they can be used, and how you can make your own StoryMap.
   technique:
     - Mapping
   tool:
@@ -1580,11 +1539,7 @@
   title: How to Access Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-access-constellate
   description: |
-    This tutorial walks you through accessing Constellate using the University
-    of Toronto's institutional privileges. Please see our general Constellate page for
-    more information and see our tutorial on creating a dataset once you have logged
-    in. Please note that Constellate is ending on July 1st, 2025. Some learning materials
-    will remain available afterwards.
+    This tutorial walks you through accessing Constellate using the University of Toronto's institutional privileges. Please see our general Constellate page for more information and see our tutorial on creating a dataset once you have logged in. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards.
   tool:
     - Constellate
   date: "2021-09-13"
@@ -1594,10 +1549,7 @@
   title: How to Build a Dataset in Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
   description: |
-    This tutorial shows you how to build a dataset in Constellate. We recommend
-    reading our general information on Constellate first. Please also see this access
-    tutorial in order to log in with institutional privileges. Please note that Constellate
-    is ending on July 1st, 2025. Some learning materials will remain available afterwards. 
+    This tutorial shows you how to build a dataset in Constellate. We recommend reading our general information on Constellate first. Please also see this access tutorial in order to log in with institutional privileges. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards. 
   technique:
     - Data Visualization
     - Cleaning data
@@ -1611,11 +1563,7 @@
   title: Introduction to SAS
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-sas
   description: |
-    This guide gives users an introduction to SAS. The topics covered are
-    importing, exploring, modifying, and managing data. It has been created using
-    SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic
-    flights in January 2020[1]. For additional support, fill out the [support request
-    form](https://mdl.library.utoronto.ca/about/contact-form).
+    This guide gives users an introduction to SAS. The topics covered are importing, exploring, modifying, and managing data. It has been created using SAS 9.4. The main dataset used is the flights dataset. It contains the US domestic flights in January 2020[1]. For additional support, fill out the [support request form](https://mdl.library.utoronto.ca/about/contact-form).
   tool:
     - SAS
   date: "2021-09-13"
@@ -1625,11 +1573,7 @@
   title: Visualizing a Network Dataset Using Gephi
   url: https://mdl.library.utoronto.ca/technology/tutorials/visualizing-network-dataset-using-gephi
   description: |
-    This tutorial will teach you the basic features in Gephi that will
-    allow you to visualize network data. This tutorial is part of a longer workshop,
-    “An Introduction to Network Visualization and Analysis.” You can [download the workshop
-    materials](https://maps.library.utoronto.ca/workshops/GephiOnline/WorkshopFiles.zip) ([alternate workshop materials download](https://maps.library.utoronto.ca/datapub/workshops/GephiWorkshopFiles.zip)) and [watch the recording (1:44:18)](https://play.library.utoronto.ca/23aef5db74b792db735a4f2fb39f7d7f) to
-    learn more about network theory and see video demonstrations of working with Gephi.
+    This tutorial will teach you the basic features in Gephi that will allow you to visualize network data. This tutorial is part of a longer workshop, “An Introduction to Network Visualization and Analysis.” You can [download the workshop materials](https://maps.library.utoronto.ca/workshops/GephiOnline/WorkshopFiles.zip) ([alternate workshop materials download](https://maps.library.utoronto.ca/datapub/workshops/GephiWorkshopFiles.zip)) and [watch the recording (1:44:18)](https://play.library.utoronto.ca/23aef5db74b792db735a4f2fb39f7d7f) to learn more about network theory and see video demonstrations of working with Gephi.
   technique:
     - Data Visualization
   tool:
@@ -1641,8 +1585,7 @@
   title: Installing and Licensing NVivo 12
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-12
   description: |
-    This tutorial describes how to request a license for NVivo 12 Plus,
-    download it, and license it.
+    This tutorial describes how to request a license for NVivo 12 Plus, download it, and license it.
   technique:
     - Troubleshooting
     - Installation
@@ -1655,9 +1598,7 @@
   title: ArcGIS Online - Workshop videos
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-online-workshop-videos
   description: |
-    Created by Marcel Fortin, GIS and Map Librarian, in January 2021, this
-    4-part video tutorial will teach you how to format, edit, and map spatial data
-    using ArcGIS Online.
+    Created by Marcel Fortin, GIS and Map Librarian, in January 2021, this 4-part video tutorial will teach you how to format, edit, and map spatial data using ArcGIS Online.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1688,11 +1629,7 @@
   title: Downloading Data from GeoGratis
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-data-geogratis
   description: |
-    *National Resources Canada* *(NRCAN)* produced a portal called GeoGratis
-    for allowing access to, and downloads of, their high-quality, free, and publicly
-    available maps and geospatial data. This tutorial guides you in navigating their
-    Product Index to find data on a specific location, and it is easily adaptable
-    for other locations or desired data products.
+    *National Resources Canada* *(NRCAN)* produced a portal called GeoGratis for allowing access to, and downloads of, their high-quality, free, and publicly available maps and geospatial data. This tutorial guides you in navigating their Product Index to find data on a specific location, and it is easily adaptable for other locations or desired data products.
   technique:
     - Searching for maps and data
     - Extracting data
@@ -1708,9 +1645,7 @@
   title: ArcGIS Pro Workshop Outline
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-workshop-outline
   description: |
-    This tutorial will use 7 modules to teach you the basics of ArcGIS
-    Pro. These modules will cover topics such as adding, manipulating, analyzing,
-    and mapping vector and raster data.
+    This tutorial will use 7 modules to teach you the basics of ArcGIS Pro. These modules will cover topics such as adding, manipulating, analyzing, and mapping vector and raster data.
   technique:
     - Mapping
     - Spatial Analysis
@@ -1725,8 +1660,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
     
-    This short guide provides instructions on how to log into the [Gale Digital Scholar Lab](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab) via the University
-    of Toronto institutional access.
+    This short guide provides instructions on how to log into the [Gale Digital Scholar Lab](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab) via the University of Toronto institutional access.
   tool:
     - Digital Scholar Lab
   date: "2020-07-30"
@@ -1736,9 +1670,7 @@
   title: Getting Started with R and R Studio
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-r-and-r-studio
   description: |
-    This guide helps you get started with the R and RStudio software and
-    R code. You can install R from the [R homepage](https://www.r-project.org/). And you can install RStudio from
-    the [RStudio homepage](https://rstudio.com/). A more thorough introduction to the R language is covered [here](https://mdl.library.utoronto.ca/technology/tutorials/introduction-r).
+    This guide helps you get started with the R and RStudio software and R code. You can install R from the [R homepage](https://www.r-project.org/). And you can install RStudio from the [RStudio homepage](https://rstudio.com/). A more thorough introduction to the R language is covered [here](https://mdl.library.utoronto.ca/technology/tutorials/introduction-r).
   tool:
     - R
   date: "2020-07-03"
@@ -1748,8 +1680,7 @@
   title: RTRA SAS Program Guide
   url: https://mdl.library.utoronto.ca/technology/tutorials/rtra-sas-program-guide
   description: |
-    This guide helps users get started with writing a SAS program/code
-    for RTRA purposes.
+    This guide helps users get started with writing a SAS program/code for RTRA purposes.
   technique:
     - Extracting data
   tool:
@@ -1771,20 +1702,23 @@
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description: |-
-    This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital
-    humanities tool. In this tutorial, you will learn how to: 
+    This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital humanities tool. In this tutorial, you will learn how to: 
     
     1. Build a collection of texts, including uploading your own materials 
+
     2. Create collaborative workspaces
+
     3. Clean texts
+
     4. Run analytical tools on texts and visualize the results
+
     5. Download the data, graphs, and other visualizations produced through this tool
+
     6. Download the scanned texts in your collection, so that you can use them in other programs
+
     7. Find additional training and resources
     
-    *Note: Gale periodically updates the Digital Scholar Lab,
-    so some features of this tutorial might not always match the latest interface.
-    This tutorial was last updated in March 2023.*
+    *Note: Gale periodically updates the Digital Scholar Lab, so some features of this tutorial might not always match the latest interface. This tutorial was last updated in March 2023.*
 
   technique:
     - Text and Data Mining
@@ -1799,9 +1733,7 @@
   title: Downloading, Installing, and Licensing ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-installing-and-licensing-arcgis-pro
   description: |
-    This tutorial goes over how to download, install, and license ArcGIS
-    Pro with your UTORid. Please be advised that ArcGIS Pro is also [available on library
-    computers](https://mdl.library.utoronto.ca/technology/computers-with-gis-software) on the St George campus.
+    This tutorial goes over how to download, install, and license ArcGIS Pro with your UTORid. Please be advised that ArcGIS Pro is also [available on library computers](https://mdl.library.utoronto.ca/technology/computers-with-gis-software) on the St George campus.
   technique:
     - Installation
   tool:
@@ -1814,10 +1746,7 @@
   title: Creating a Tableau Dashboard using COVID-19 data (Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-tableau-dashboard-using-covid-19-data-intermediate
   description: |
-    This tutorial provides an opportunity to learn data visualization skills
-    using a common data visualization tool, Tableau Desktop. People often say that
-    they learn better when using data that resonates with them, so we are using COVID-19
-    data in this tutorial, as this topic is touching many people’s lives right now.
+    This tutorial provides an opportunity to learn data visualization skills using a common data visualization tool, Tableau Desktop. People often say that they learn better when using data that resonates with them, so we are using COVID-19 data in this tutorial, as this topic is touching many people’s lives right now.
   technique:
     - Data Visualization
   tool:
@@ -1829,11 +1758,7 @@
   title: Getting Started with Tableau Desktop (Beginner to Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-tableau-desktop-beginner-intermediate
   description: |
-    This is a beginner-to-intermediate level tutorial for Tableau Desktop
-    version 2020.2. To acquire a free student, researcher, or instructor license for
-    Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If
-    you want to learn this material in an online, self-paced course, with video instructions,
-    you can self-enroll in our [Practice with Tableau course](https://q.utoronto.ca/enroll/WTYPDT). 
+    This is a beginner-to-intermediate level tutorial for Tableau Desktop version 2020.2. To acquire a free student, researcher, or instructor license for Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you want to learn this material in an online, self-paced course, with video instructions, you can self-enroll in our [Practice with Tableau course](https://q.utoronto.ca/enroll/WTYPDT). 
   technique:
     - Data Visualization
   tool:
@@ -1845,10 +1770,7 @@
   title: Installing Tableau Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop
   description: |
-    NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO
-    LONGER PROVIDING FREE LICENSES FOR TABLEAU DESKTOP FOR STUDENTS. INSTEAD, STUDENTS
-    SHOULD DOWNLOAD AND USE THE FREE VERSION, [TABLEAU PUBLIC](https://www.tableau.com/products/public/download), WHICH IS VERY SIMILAR. This
-    is a guide to installing and running Tableau Desktop on your personal computer.
+    NOTE: THIS GUIDE IS OUT OF DATE AS OF MARCH 11, 2025. TABLEAU IS NO LONGER PROVIDING FREE LICENSES FOR TABLEAU DESKTOP FOR STUDENTS. INSTEAD, STUDENTS SHOULD DOWNLOAD AND USE THE FREE VERSION, [TABLEAU PUBLIC](https://www.tableau.com/products/public/download), WHICH IS VERY SIMILAR. This is a guide to installing and running Tableau Desktop on your personal computer.
   technique:
     - Installation
   tool:
@@ -1860,11 +1782,7 @@
   title: Introduction to Infographic Design and Using Piktochart
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-infographic-design-and-using-piktochart
   description: |
-    This tutorial is an introduction to Piktochart, a popular online tool
-    used to create infographics. This exercise will illustrate some infographic design
-    principles and specific features of Piktochart to create an infographic about
-    comparing housing in Vancouver vs Toronto. To complement this tutorial, you may
-    want to explore the [online self-paced course on Infographic Design](https://q.utoronto.ca/enroll/JXN4XL).
+    This tutorial is an introduction to Piktochart, a popular online tool used to create infographics. This exercise will illustrate some infographic design principles and specific features of Piktochart to create an infographic about comparing housing in Vancouver vs Toronto. To complement this tutorial, you may want to explore the [online self-paced course on Infographic Design](https://q.utoronto.ca/enroll/JXN4XL).
   technique:
     - Data Visualization
   tool:
@@ -1877,9 +1795,7 @@
   title: "OpenRefine Augmenting Activity 4: Using Python"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-4-using-python
   description: |
-    The goal of this activity is to try out running Python in OpenRefine.
-    We will use it to make an API call to augment our books dataset with information
-    on the authors from Wikipedia. 
+    The goal of this activity is to try out running Python in OpenRefine. We will use it to make an API call to augment our books dataset with information on the authors from Wikipedia. 
     
     ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before
     attempting this activity.*
@@ -1896,11 +1812,9 @@
   title: "OpenRefine Augmenting Activity 3: Using Add Column by Fetching URLs"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
   description: |
-    This tutorial will show you how to use the Add Column by Fetching URLs
-    feature in OpenRefine. 
+    This tutorial will show you how to use the Add Column by Fetching URLs feature in OpenRefine. 
     
-    **Note:** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1) & [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) first before attempting
-    this activity.*
+    **Note:** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1) & [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) first before attempting this activity.*
   technique:
     - Cleaning data
     - Extracting data
@@ -1915,8 +1829,7 @@
   description: |
     In this tutorial, we will begin work on augmenting datasets. 
     
-    *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine
-    tutorial 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1). This tutorial has been developed for OpenRefine version 3.7.5*
+    *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine tutorial 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1). This tutorial has been developed for OpenRefine version 3.7.5*
   technique:
     - Cleaning data
   tool:
@@ -1928,14 +1841,11 @@
   title: "OpenRefine Augmenting Activity 2: Using Reconciliation Services"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description: |
-    This tutorial will teach you how to use OpenRefine's reconciliation
-    service to connect data in your dataset with Wikidata. 
+    This tutorial will teach you how to use OpenRefine's reconciliation service to connect data in your dataset with Wikidata. 
     
-    ***Note 1:*** *Complete [Augmenting
-    activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
+    ***Note 1:*** *Complete [Augmenting activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
     
-    ***Note 2:*** *In order to complete this
-    activity, you need to be running the latest version of OpenRefine.*
+    ***Note 2:*** *In order to complete this activity, you need to be running the latest version of OpenRefine.*
   technique:
     - Cleaning data
     - Extracting data
@@ -1950,27 +1860,11 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5.*
     
-    Update: please note that as of March 18, 2020, Open Data Toronto has suspended service
-    and so their service is not available for API calls. Until service resumes, please
-    skip step 3, and during step 5, please chose to Get Data From: This Computer and
-    select the 311.json file in the packaged workshop files. This represents a snapshot
-    of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if
-    you run into difficulties.* 
+    Update: please note that as of March 18, 2020, Open Data Toronto has suspended service and so their service is not available for API calls. Until service resumes, please skip step 3, and during step 5, please chose to Get Data From: This Computer and select the 311.json file in the packaged workshop files. This represents a snapshot of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if you run into difficulties.* 
     
-    Sometimes you don't have your data in a file. Instead
-    you want to use an API call to pull data from elsewhere. OpenRefine can help you
-    make these calls and parse the data you receive.The goal of this activity is to
-    create a new project by pulling in 311 call data from the City of Toronto into
-    OpenRefine using an API call and then work with the data. You will construct an
-    API call to download a subset of 311 call data in JSON format, and then use OpenRefine
-    to parse that data and put it into a tabular format. You will then use GREL to
-    further manipulate the data (especially working with date formats) and make some
-    discoveries.
+    Sometimes you don't have your data in a file. Instead you want to use an API call to pull data from elsewhere. OpenRefine can help you make these calls and parse the data you receive.The goal of this activity is to create a new project by pulling in 311 call data from the City of Toronto into OpenRefine using an API call and then work with the data. You will construct an API call to download a subset of 311 call data in JSON format, and then use OpenRefine to parse that data and put it into a tabular format. You will then use GREL to further manipulate the data (especially working with date formats) and make some discoveries.
     
-    ***Note:*** *This assumes that you have learned the basics of OpenRefine already
-    through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity).
-    This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON
-    dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work.***
+    ***Note:*** *This assumes that you have learned the basics of OpenRefine already through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity). This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work.***
   technique:
     - Cleaning data
     - Extracting data
@@ -1985,19 +1879,9 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
-    You were introduced to GREL in the previous activity, so you know that GREL is a powerful
-    tool for cleaning/editing your data. You can make GREL even more powerful by learning
-    how to use regular expressions (aka regex). A regular expression is a sequence
-    of characters that define a search pattern – it is used to search for matches
-    within text. In OpenRefine, you can use it in your GREL expressions to create
-    sophisticated patterns describing what type of information you want to find within
-    your dataset, then do something with the matching text (edit it, delete it, put
-    it in a new column, etc.). 
+    You were introduced to GREL in the previous activity, so you know that GREL is a powerful tool for cleaning/editing your data. You can make GREL even more powerful by learning how to use regular expressions (aka regex). A regular expression is a sequence of characters that define a search pattern – it is used to search for matches within text. In OpenRefine, you can use it in your GREL expressions to create sophisticated patterns describing what type of information you want to find within your dataset, then do something with the matching text (edit it, delete it, put it in a new column, etc.). 
     
-    This activity assumes you have already completed the [Survey
-    of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine
-    and know how to create simple GREL expressions. Before you begin, please download
-    the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
+    This activity assumes you have already completed the [Survey of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine and know how to create simple GREL expressions. Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
   technique:
     - Cleaning data
   tool:
@@ -2009,24 +1893,11 @@
   title: Creating Data Visualizations Using Tableau Desktop (Beginner)
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-data-visualizations-using-tableau-desktop-beginner
   description: |
-    This guide is suitable for new Tableau users looking for information
-    on producing popular data visualizations in Tableau, such as bar graphs, line
-    graphs, scatterplots, tree maps, and dashboards. If you are looking for more general
-    data visualization tips, please see the Map and Data Library's Data [Visualization
-    Guide](https://mdl.library.utoronto.ca/dataviz/getting-started). You can find instructions on installing and acquiring a free academic license
-    for Tableau [here](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you are running Tableau on a Mac, please note that there may
-    be some variation between the Windows version used to design this guide and the
-    program as it appears on a Mac.
+    This guide is suitable for new Tableau users looking for information on producing popular data visualizations in Tableau, such as bar graphs, line graphs, scatterplots, tree maps, and dashboards. If you are looking for more general data visualization tips, please see the Map and Data Library's Data [Visualization Guide](https://mdl.library.utoronto.ca/dataviz/getting-started). You can find instructions on installing and acquiring a free academic license for Tableau [here](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you are running Tableau on a Mac, please note that there may be some variation between the Windows version used to design this guide and the program as it appears on a Mac.
     
-    The data used in this guide are public datasets
-    retrieved from the World Bank’s Open Data repository, the United Nation's Open
-    Data Population Division, and the full text of Shakespeare's Romeo and Juliet
-    available through MIT's website, with a frequency table generated through Voyant
-    Tools. You can find more information regarding the data sources used in this guide
-    in the subsection entitled "10. Data Sources".
+    The data used in this guide are public datasets retrieved from the World Bank’s Open Data repository, the United Nation's Open Data Population Division, and the full text of Shakespeare's Romeo and Juliet available through MIT's website, with a frequency table generated through Voyant Tools. You can find more information regarding the data sources used in this guide in the subsection entitled "10. Data Sources".
     
-    This tutorial was created using
-    Tableau Desktop version 2020.2.
+    This tutorial was created using Tableau Desktop version 2020.2.
   technique:
     - Data Visualization
   tool:
@@ -2041,23 +1912,13 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
-    We are going to work with a bit messier dataset now for the next few tasks. This is a
-    citizen science dataset captured using an app called iNaturalist. The data was
-    captured for a city nature challenge and shared on [data.world](https://data.world/). 
+    We are going to work with a bit messier dataset now for the next few tasks. This is a citizen science dataset captured using an app called iNaturalist. The data was captured for a city nature challenge and shared on [data.world](https://data.world/). 
     
-    This activity will
-    showcase some more features in OpenRefine. The goal of this activity is to create
-    a new project with this citizen science dataset and work with the data. You will
-    use clustering to improve the consistency of the dataset. You will also perform
-    various manipulations, such as split and concatenate. Finally, you will learn
-    various ways to remove columns and rows, and work with the Undo/Redo features
-    in OpenRefine. 
+    This activity will showcase some more features in OpenRefine. The goal of this activity is to create a new project with this citizen science dataset and work with the data. You will use clustering to improve the consistency of the dataset. You will also perform various manipulations, such as split and concatenate. Finally, you will learn various ways to remove columns and rows, and work with the Undo/Redo features in OpenRefine. 
     
-    Before you begin, please download the OpenRefine workshop sample
-    datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
+    Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
     
-    ***Note***: *This assumes that you have learned the
-    basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*
+    ***Note***: *This assumes that you have learned the basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*
   technique:
     - Cleaning data
   tool:
@@ -2069,10 +1930,7 @@
   title: OpenRefine Installation Instructions
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions
   description: |
-    This is a guide to installing and running OpenRefine on your personal
-    computer. Please note that all computers in the Map and Data Library (on the fifth
-    floor of Robarts) and in the computer labs on the fourth and fifth floors of Robarts
-    Library already have OpenRefine installed.
+    This is a guide to installing and running OpenRefine on your personal computer. Please note that all computers in the Map and Data Library (on the fifth floor of Robarts) and in the computer labs on the fourth and fifth floors of Robarts Library already have OpenRefine installed.
   technique:
     - Installation
   tool:
@@ -2086,16 +1944,7 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
     
-    Please note that we also have converted some of this tutorial into a self-paced course
-    with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus
-    course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior
-    knowledge of OpenRefine. In this activity you will be importing a spreadsheet
-    of data into OpenRefine and exploring it. The goal of this activity is to use
-    a simple dataset to introduce you to the OpenRefine user interface and some of
-    the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,”
-    but provides some of the core knowledge needed to work with messier datasets in
-    later activities. If you need a copy of OpenRefine on your personal computer, please
-    follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions). 
+    Please note that we also have converted some of this tutorial into a self-paced course with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior knowledge of OpenRefine. In this activity you will be importing a spreadsheet of data into OpenRefine and exploring it. The goal of this activity is to use a simple dataset to introduce you to the OpenRefine user interface and some of the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,” but provides some of the core knowledge needed to work with messier datasets in later activities. If you need a copy of OpenRefine on your personal computer, please follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions). 
     
     Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip).
   technique:
@@ -2109,8 +1958,7 @@
   title: Finding Statistics Using Statcan's Data Portal (Laurier)
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-statistics-using-statcans-data-portal-laurier
   description: |
-    Link to a video tutorial on how to find statistics and manipulate tables
-    to get the data you need.
+    Link to a video tutorial on how to find statistics and manipulate tables to get the data you need.
 
     https://library.wlu.ca/help/tutorials/finding-statistics-using-statcans-data-portal 
   technique:
@@ -2122,8 +1970,7 @@
   title: Logging in to ArcGIS Online
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-arcgis-online
   description: |
-    This tutorial will take you through two ways of logging in to your
-    ESRI ArcGIS Online account for the first time using your UTORid.
+    This tutorial will take you through two ways of logging in to your ESRI ArcGIS Online account for the first time using your UTORid.
   tool:
     - ArcGIS
     - ArcGIS Online
@@ -2144,12 +1991,9 @@
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
   description: |
-    This guide is primarily designed to help users unfamiliar with the
-    CANSIM database to find and download data through CHASS. 
+    This guide is primarily designed to help users unfamiliar with the CANSIM database to find and download data through CHASS. 
     
-    **Please note** that a University
-    of Toronto IP address is required to access CHASS. 
-    CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide).
+    **Please note** that a University of Toronto IP address is required to access CHASS.  CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide).
   technique:
     - Searching for maps and data
   tool:
@@ -2161,12 +2005,7 @@
   title: Finding/extracting/downloading GIS data using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/findingextractingdownloading-gis-data-using-scholars-geoportal
   description: |
-    This tutorial provides an example of finding, extracting, and downloading
-    data from Scholars GeoPortal. [Scholars GeoPortal](http://geo2.scholarsportal.info.myaccess.library.utoronto.ca/) is a geospatial discovery tool
-    that provides access to large scale geospatial datasets that can be used for mapping
-    or analysis. Scholars Geoportal can be used to access both vector and raster data
-    on a variety of topics such as land-use, transportation networks, census geography,
-    aerial imagery, geology, and more.
+    This tutorial provides an example of finding, extracting, and downloading data from Scholars GeoPortal. [Scholars GeoPortal](http://geo2.scholarsportal.info.myaccess.library.utoronto.ca/) is a geospatial discovery tool that provides access to large scale geospatial datasets that can be used for mapping or analysis. Scholars Geoportal can be used to access both vector and raster data on a variety of topics such as land-use, transportation networks, census geography, aerial imagery, geology, and more.
   technique:
     - Extracting data
   tool:
@@ -2181,10 +2020,7 @@
   title: Extracting/downloading data using CHASS Canadian Census Analyser
   url: https://mdl.library.utoronto.ca/technology/tutorials/extractingdownloading-data-using-chass-canadian-census-analyser
   description: |
-    The CHASS [Canadian Census Analyser](http://dc.chass.utoronto.ca.myaccess.library.utoronto.ca/census/) allows members of the University of
-    Toronto research community to generate custom tables from the Census of Canada
-    (1961-2016) and the National Household Survey (2011). This tutorial provides an
-    example of extracting and downloading data from CHASS.
+    The CHASS [Canadian Census Analyser](http://dc.chass.utoronto.ca.myaccess.library.utoronto.ca/census/) allows members of the University of Toronto research community to generate custom tables from the Census of Canada (1961-2016) and the National Household Survey (2011). This tutorial provides an example of extracting and downloading data from CHASS.
   technique:
     - Extracting data
   tool:
@@ -2199,12 +2035,9 @@
   title: Introduction to SimplyAnalytics
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics
   description: |
-    This online tutorial will provide an introduction to SimplyAnalytics
-    and a few of its many possible uses. SimplyAnalytics is a web-based data visualization
-    application. 
+    This online tutorial will provide an introduction to SimplyAnalytics and a few of its many possible uses. SimplyAnalytics is a web-based data visualization application. 
     
-    It can be used to create simple thematic maps and tables from census
-    and other socio-demographic data, as well as business point data.
+    It can be used to create simple thematic maps and tables from census and other socio-demographic data, as well as business point data.
   technique:
     - Data Visualization
     - Searching for maps and data
@@ -2220,8 +2053,7 @@
   title: Creating contours using Global Mapper
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-contours-using-global-mapper
   description: |
-    The guide in this PDF will teach the user how to generate contours
-    using DEM files in Global Mapper.
+    The guide in this PDF will teach the user how to generate contours using DEM files in Global Mapper.
   tool:
     - Global Mapper
   dataFormat: DEM
@@ -2232,8 +2064,7 @@
   title: Citation rules for machine-readable data in Canadian historical journals
   url: https://mdl.library.utoronto.ca/technology/tutorials/citation-rules-machine-readable-data-canadian-historical-journals
   description: |
-    The following PDF contains an article that elaborates on citation rules
-    for machine-readable data in Canadian historical journals.
+    The following PDF contains an article that elaborates on citation rules for machine-readable data in Canadian historical journals.
   technique:
     - Citing data
   date: "2017-10-13"
@@ -2259,8 +2090,7 @@
   title: Online resources to build topography 3D models
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
   description: |
-    This document compiles online resources that help to build terrain
-    3D models with a variety of software-options. 
+    This document compiles online resources that help to build terrain 3D models with a variety of software-options. 
     
     Brief introductions on the pros and cons of each option are provided.
   technique:
@@ -2292,9 +2122,7 @@
   title: Cleaning data in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-stata
   description: |
-    Stata is a good tool for cleaning and manipulating data, regardless
-    of the software you intend to use for analysis. This workshop is suitable for
-    both first time data-cleaners and for those familiar with data cleaning.
+    Stata is a good tool for cleaning and manipulating data, regardless of the software you intend to use for analysis. This workshop is suitable for both first time data-cleaners and for those familiar with data cleaning.
   technique:
     - Cleaning data
   tool:
@@ -2338,9 +2166,7 @@
   title: Introduction to Stata
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata
   description:
-    This guide gives users an introduction to Stata. 
-
-    The topics covered are importing, exploring, modifying and managing data.
+    This guide gives users an introduction to Stata. The topics covered are importing, exploring, modifying and managing data.
   tool:
     - Stata
   date: "2017-05-05"
@@ -2351,9 +2177,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata-princeton
   description: |
     An overview of the guide provided by Princeton with a link to the original
-    guide.
-    
-    If you want to learn how to use Stata, you might find this guide by German
+    guide. If you want to learn how to use Stata, you might find this guide by German
     Rodriguez at Princeton University useful: http://data.princeton.edu/stata/default.html
   tool:
     - Stata
@@ -2364,10 +2188,7 @@
   title: R Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/r-learning-modules-ucla
   description: |
-    Comprehensive set of guides that include installing R, learning R
-    fundamentals including graphics and advanced data analysis examples. 
-    
-    Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/r/
+    Comprehensive set of guides that include installing R, learning R fundamentals including graphics and advanced data analysis examples. Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/r/
   tool:
     - R
   date: "2017-05-05"
@@ -2377,10 +2198,7 @@
   title: SAS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/sas-learning-modules-ucla
   description: |
-    Comprehensive set of guides that include installing SAS, learning
-    SAS fundamentals and advanced data analysis examples.
-    
-    Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/
+    Comprehensive set of guides that include installing SAS, learning SAS fundamentals and advanced data analysis examples. Link: http://stats.idre.ucla.edu.myaccess.library.utoronto.ca/sas/
   tool:
     - SAS
   date: "2017-05-05"
@@ -2390,8 +2208,7 @@
   title: Scraping tweets using Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/scraping-tweets-using-python
   description: |
-    This tutorial demonstrates how to scrape tweets for data analysis using
-    Python and the Twitter API.
+    This tutorial demonstrates how to scrape tweets for data analysis using Python and the Twitter API.
   technique:
     - Extracting data
   tool:
@@ -2413,8 +2230,7 @@
   title: SPSS Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/spss-learning-modules-ucla
   description: |
-    Comprehensive set of guides that include obtaining SPSS, learning SPSS
-    fundamentals and advanced data analysis examples.
+    Comprehensive set of guides that include obtaining SPSS, learning SPSS fundamentals and advanced data analysis examples.
   tool:
     - SPSS
   date: "2017-05-05"
@@ -2434,8 +2250,7 @@
   title: Stata Learning Modules (UCLA)
   url: https://mdl.library.utoronto.ca/technology/tutorials/stata-learning-modules-ucla
   description: |
-    Comprehensive set of guides that include installing Stata, learning
-    Stata fundamentals including graphics and advanced data analysis examples. Link: http://stats.idre.ucla.edu/stata/
+    Comprehensive set of guides that include installing Stata, learning Stata fundamentals including graphics and advanced data analysis examples. Link: http://stats.idre.ucla.edu/stata/
   tool:
     - Stata
   date: "2017-05-05"
@@ -2445,10 +2260,7 @@
   title: Summary statistics in STATA
   url: https://mdl.library.utoronto.ca/technology/tutorials/summary-statistics-stata
   description: |
-    Summary statistics are a way to explore your dataset, find patterns,
-    and maybe even refine your question of interest. In this workshop, you will learn
-    to use Stata to create basic summary statistics, cross-tabulations, and increasingly
-    rich tables of summary statistics.
+    Summary statistics are a way to explore your dataset, find patterns, and maybe even refine your question of interest. In this workshop, you will learn to use Stata to create basic summary statistics, cross-tabulations, and increasingly rich tables of summary statistics.
   tool:
     - Stata
   date: "2017-05-05"
@@ -2468,8 +2280,7 @@
   title: Cleaning Data in Python
   url: https://mdl.library.utoronto.ca/technology/tutorials/cleaning-data-python
   description: |
-    This guide shows the user how to use Spyder to load and clean data
-    for further analysis.
+    This guide shows the user how to use Spyder to load and clean data for further analysis.
   technique:
     - Cleaning data
   tool:
@@ -2481,9 +2292,7 @@
   title: Introduction to R
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-r
   description: |
-    This guide is suitable for new R-users or advanced level R-users looking
-    for information on specific topics. The topics covered in this guide are importing,
-    exploring, modifying and managing data.
+    This guide is suitable for new R-users or advanced level R-users looking for information on specific topics. The topics covered in this guide are importing, exploring, modifying and managing data.
   technique:
     - Converting data formats
     - Cleaning data
@@ -2498,10 +2307,10 @@
   title: Downloading census boundary files using Scholars GeoPortal
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-census-boundary-files-using-scholars-geoportal
   description: |-
-    This exercise will showcase how to use Scholars GeoPortal to extract
-    Census Tract (CT) census geography for the Census Metropolitan Area (CMA) of Montreal
-    using two methods:
+    This exercise will showcase how to use Scholars GeoPortal to extract Census Tract (CT) census geography for the Census Metropolitan Area (CMA) of Montreal using two methods:
+    
     1. querying the attribute table of the dataset, or
+    
     2. downloading based on a predefined census boundary (ex. CMAs).
   technique:
     - Searching for maps and data
@@ -2513,13 +2322,7 @@
   title: Converting GIS data in FME Quick Translator
   url: https://mdl.library.utoronto.ca/technology/tutorials/converting-gis-data-fme-quick-translator
   description: |
-    FME (File Manipulation Engine) is a powerful software package that
-    allows users to quickly convert spatial and non-spatial datasets into other formats
-    to facilitate sharing and interoperability. One of its components, FME Quick Translator,
-    is an easy-to-use utility that provides a straightforward translation workflow
-    via a simple graphical user interface. This guide demonstrates how to use FME
-    Universal Translator to convert geospatial data from one format to another using
-    an older file format (ArcInfo Coverage, .e00) as an example.
+    FME (File Manipulation Engine) is a powerful software package that allows users to quickly convert spatial and non-spatial datasets into other formats to facilitate sharing and interoperability. One of its components, FME Quick Translator, is an easy-to-use utility that provides a straightforward translation workflow via a simple graphical user interface. This guide demonstrates how to use FME Universal Translator to convert geospatial data from one format to another using an older file format (ArcInfo Coverage, .e00) as an example.
   technique:
     - Converting data formats
   tool:
@@ -2534,8 +2337,7 @@
   title: Selecting the right projection
   url: https://mdl.library.utoronto.ca/technology/tutorials/selecting-right-projection
   description: |
-    Unsure of which projection to use in your GIS work? This tutorial will
-    help you figure out your options.
+    Unsure of which projection to use in your GIS work? This tutorial will help you figure out your options.
   technique:
     - Projecting
   tool:
@@ -2552,9 +2354,7 @@
   title: Citing geospatial data resources
   url: https://mdl.library.utoronto.ca/technology/tutorials/citing-geospatial-data-resources
   description: |
-    [This guide, compiled by Alberta Auringer Wood of the Association of
-    Canadian Map Libraries and Archives, provides recommended citation formats for
-    a wide variety of geospatial data sources.] (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
+    [This guide, compiled by Alberta Auringer Wood of the Association of Canadian Map Libraries and Archives, provides recommended citation formats for a wide variety of geospatial data sources.] (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
     
     Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:
@@ -2570,10 +2370,7 @@
   title: Deauthorizing ArcGIS
   url: https://mdl.library.utoronto.ca/technology/tutorials/deauthorizing-arcgis
   description: |
-    If you need to uninstall and reinstall your authorized copy of ArcGIS
-    (for example, if you are reformatting your hard drive or switching to a new computer
-    or **you have entered your eva code in once and it did not authorize**) please follow
-    these instructions before uninstalling the software.
+    If you need to uninstall and reinstall your authorized copy of ArcGIS (for example, if you are reformatting your hard drive or switching to a new computer or **you have entered your eva code in once and it did not authorize**) please follow these instructions before uninstalling the software.
   technique:
     - Installation
   tool:
@@ -2585,9 +2382,7 @@
   title: Finding paper maps and atlases
   url: https://mdl.library.utoronto.ca/technology/tutorials/finding-paper-maps-and-atlases
   description: |
-    This tutorial demonstrates how to find paper maps and atlases in the
-    University of Toronto Libraries catalogue, then locate them in Map & Data Library's
-    fifth floor collection.
+    This tutorial demonstrates how to find paper maps and atlases in the University of Toronto Libraries catalogue, then locate them in Map & Data Library's fifth floor collection.
   technique:
     - Searching for maps and data
   dataFormat: Paper maps
@@ -2598,8 +2393,7 @@
   title: Using the large format scanner
   url: https://mdl.library.utoronto.ca/technology/tutorials/using-large-format-scanner
   description: |
-    This tutorial will help users learn how to properly use the Map and
-    Data Library's large format scanner.
+    This tutorial will help users learn how to properly use the Map and Data Library's large format scanner.
   technique:
     - Scanning
   dataFormat: Paper maps

From a21e3c55ed91d20bfa0e0544212f1277e12f0904 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Fri, 9 Jan 2026 16:49:42 -0500
Subject: [PATCH 204/211] Correction 100-184

---
 _data/guides.yml | 129 +++++++++++++++++++++++------------------------
 1 file changed, 64 insertions(+), 65 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 20400df..b458efd 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -906,18 +906,18 @@
   title: "Excel: Beyond The Basics - Mac"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-mac
   description: |
-    About this workshop 
-    
+    About this workshop
+
     **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
-  
+
     **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
 
     **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
 
     **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. Note: This tutorial is intended for Mac users. If you are using Windows, check out this tutorial instead. 
-    
+
     **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
-    
+
     **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
     - Excel
@@ -929,19 +929,19 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
   description: |
     About this workshop 
-    
+
     **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
-    
+
     **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
-    
+
     **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
-    
+
     **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. 
-    
+
     **Note**: This tutorial is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
-    
+
     **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
-    
+
     **For help contact**: Map & Data Library,mdl@library.utoronto.ca
   tool:
     - Excel
@@ -953,7 +953,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collaboration-and-notes
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     Here is how to collaborate between users in the Gale Digital Scholar Lab using the Workspace and Notes features. This allows for a shared workspace and options for documenting your steps.
   tool:
     - Digital Scholar Lab
@@ -987,7 +987,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
   description: |
     If you have an audio or video file that you need to get transcribed, this page describes some automated options to consider. But keep in mind, though, that none of these options (including NVivo transcription) provides a 100% perfectly accurate transcript. You will always have to go back in and correct your transcript. 
-    
+
     Note: If you want to pay a human to transcribe things accurately (so no or minimal correction is needed later), you could try [Rev](https://www.rev.com/) or [Transcript Divas](https://transcriptdivas.co.uk/about/).
   technique:
     - Qualitative Data Analysis
@@ -1010,14 +1010,13 @@
   type: Tutorial
 - id: 79
   title:
-    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent
-    PostgreSQL Database - Windows
+    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
   description: |
     This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
-    
+
     You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
-    
+
     Note: This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC) instead.
   date: "2023-01-05"
   series: MDL Tutorials
@@ -1028,9 +1027,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
   description: |
     This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
-    
+
     You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
-    
+
     Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS) instead.
   date: "2022-11-30"
   series: MDL Tutorials
@@ -1040,7 +1039,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-mapping-and-spatial-analysis-qgis
   description: |-
     Learn the basics of GIS with open source software, QGIS (https://qgis.org).
-    
+ 
     This tutorial/workshop is made up of three modules.
 
     - Module 1. Getting started
@@ -1048,9 +1047,9 @@
     - Module 2. Making a map using layouts
 
     - Module 3. Manipulating geospatial datasets 
-    
+
     Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
-    
+ 
     Note that while the examples shown in this tutorial were captured using the windows version of QGIS, all modules and operations can be completed using the linux or mac OS version of QGIS.
   technique:
     - Mapping
@@ -1293,8 +1292,8 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-additional-training
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
-    Here are some ways to dig deeper into the archival and instructional materials in theDigital Scholar Lab.
+
+    Here are some ways to dig deeper into the archival and instructional materials in the Digital Scholar Lab.
   tool:
     - Digital Scholar Lab
   date: "2022-03-10"
@@ -1305,9 +1304,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-analysis
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. 
-    
+
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Data Visualization
@@ -1322,9 +1321,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-cleaning
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. 
-    
+
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Cleaning data
@@ -1338,9 +1337,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-collections
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale Primary Sources and by uploading your own texts. 
-    
+
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Text and Data Mining
@@ -1355,7 +1354,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/digital-scholar-lab-export
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     This tutorial demonstrates how to export documents and metadata from the Digital Scholar Lab. Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
     - Extracting data
@@ -1377,9 +1376,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
   description: |
     This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
-    
+
     You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
-    
+
     Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database) instead.
   date: "2022-02-07"
   series: MDL Tutorials
@@ -1389,9 +1388,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
   description: |
     This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
-    
+
     You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). Note:
-    
+
     This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/getting-started-web-science-postgresql-database-MAC) instead."
   date: "2022-01-26"
   series: MDL Tutorials
@@ -1659,7 +1658,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/logging-digital-scholar-lab-through-catalog
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
-    
+
     This short guide provides instructions on how to log into the [Gale Digital Scholar Lab](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab) via the University of Toronto institutional access.
   tool:
     - Digital Scholar Lab
@@ -1703,7 +1702,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description: |-
     This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital humanities tool. In this tutorial, you will learn how to: 
-    
+
     1. Build a collection of texts, including uploading your own materials 
 
     2. Create collaborative workspaces
@@ -1717,7 +1716,7 @@
     6. Download the scanned texts in your collection, so that you can use them in other programs
 
     7. Find additional training and resources
-    
+
     *Note: Gale periodically updates the Digital Scholar Lab, so some features of this tutorial might not always match the latest interface. This tutorial was last updated in March 2023.*
 
   technique:
@@ -1796,7 +1795,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-4-using-python
   description: |
     The goal of this activity is to try out running Python in OpenRefine. We will use it to make an API call to augment our books dataset with information on the authors from Wikipedia. 
-    
+
     ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before
     attempting this activity.*
   technique:
@@ -1813,7 +1812,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
   description: |
     This tutorial will show you how to use the Add Column by Fetching URLs feature in OpenRefine. 
-    
+
     **Note:** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1) & [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) first before attempting this activity.*
   technique:
     - Cleaning data
@@ -1828,7 +1827,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
   description: |
     In this tutorial, we will begin work on augmenting datasets. 
-    
+
     *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine tutorial 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1). This tutorial has been developed for OpenRefine version 3.7.5*
   technique:
     - Cleaning data
@@ -1842,9 +1841,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description: |
     This tutorial will teach you how to use OpenRefine's reconciliation service to connect data in your dataset with Wikidata. 
-    
+ 
     ***Note 1:*** *Complete [Augmenting activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
-    
+
     ***Note 2:*** *In order to complete this activity, you need to be running the latest version of OpenRefine.*
   technique:
     - Cleaning data
@@ -1859,11 +1858,11 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-4-311-calls-activity
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5.*
-    
+
     Update: please note that as of March 18, 2020, Open Data Toronto has suspended service and so their service is not available for API calls. Until service resumes, please skip step 3, and during step 5, please chose to Get Data From: This Computer and select the 311.json file in the packaged workshop files. This represents a snapshot of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if you run into difficulties.* 
-    
+
     Sometimes you don't have your data in a file. Instead you want to use an API call to pull data from elsewhere. OpenRefine can help you make these calls and parse the data you receive.The goal of this activity is to create a new project by pulling in 311 call data from the City of Toronto into OpenRefine using an API call and then work with the data. You will construct an API call to download a subset of 311 call data in JSON format, and then use OpenRefine to parse that data and put it into a tabular format. You will then use GREL to further manipulate the data (especially working with date formats) and make some discoveries.
-    
+
     ***Note:*** *This assumes that you have learned the basics of OpenRefine already through [the Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and the [Citizen Science activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity). This also assumes that you have a basic understanding of [APIs](https://www.freecodecamp.org/news/what-is-an-api-in-english-please-b880a3214a82) and [JSON](https://www.w3schools.com/whatis/whatis_json.asp).* ***The 311 JSON dataset can be found in the sample data (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip) in case the API call does not work.***
   technique:
     - Cleaning data
@@ -1878,9 +1877,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-3-regular-expressions-regex-activity
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
-    
+
     You were introduced to GREL in the previous activity, so you know that GREL is a powerful tool for cleaning/editing your data. You can make GREL even more powerful by learning how to use regular expressions (aka regex). A regular expression is a sequence of characters that define a search pattern – it is used to search for matches within text. In OpenRefine, you can use it in your GREL expressions to create sophisticated patterns describing what type of information you want to find within your dataset, then do something with the matching text (edit it, delete it, put it in a new column, etc.). 
-    
+
     This activity assumes you have already completed the [Survey of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine and know how to create simple GREL expressions. Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
   technique:
     - Cleaning data
@@ -1894,9 +1893,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/creating-data-visualizations-using-tableau-desktop-beginner
   description: |
     This guide is suitable for new Tableau users looking for information on producing popular data visualizations in Tableau, such as bar graphs, line graphs, scatterplots, tree maps, and dashboards. If you are looking for more general data visualization tips, please see the Map and Data Library's Data [Visualization Guide](https://mdl.library.utoronto.ca/dataviz/getting-started). You can find instructions on installing and acquiring a free academic license for Tableau [here](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you are running Tableau on a Mac, please note that there may be some variation between the Windows version used to design this guide and the program as it appears on a Mac.
-    
+
     The data used in this guide are public datasets retrieved from the World Bank’s Open Data repository, the United Nation's Open Data Population Division, and the full text of Shakespeare's Romeo and Juliet available through MIT's website, with a frequency table generated through Voyant Tools. You can find more information regarding the data sources used in this guide in the subsection entitled "10. Data Sources".
-    
+
     This tutorial was created using Tableau Desktop version 2020.2.
   technique:
     - Data Visualization
@@ -1911,13 +1910,13 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
-    
+
     We are going to work with a bit messier dataset now for the next few tasks. This is a citizen science dataset captured using an app called iNaturalist. The data was captured for a city nature challenge and shared on [data.world](https://data.world/). 
-    
+
     This activity will showcase some more features in OpenRefine. The goal of this activity is to create a new project with this citizen science dataset and work with the data. You will use clustering to improve the consistency of the dataset. You will also perform various manipulations, such as split and concatenate. Finally, you will learn various ways to remove columns and rows, and work with the Undo/Redo features in OpenRefine. 
-    
+
     Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
-    
+
     ***Note***: *This assumes that you have learned the basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*
   technique:
     - Cleaning data
@@ -1943,9 +1942,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
-    
+
     Please note that we also have converted some of this tutorial into a self-paced course with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior knowledge of OpenRefine. In this activity you will be importing a spreadsheet of data into OpenRefine and exploring it. The goal of this activity is to use a simple dataset to introduce you to the OpenRefine user interface and some of the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,” but provides some of the core knowledge needed to work with messier datasets in later activities. If you need a copy of OpenRefine on your personal computer, please follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions). 
-    
+
     Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip).
   technique:
     - Cleaning data
@@ -1992,7 +1991,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
   description: |
     This guide is primarily designed to help users unfamiliar with the CANSIM database to find and download data through CHASS. 
-    
+
     **Please note** that a University of Toronto IP address is required to access CHASS.  CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide).
   technique:
     - Searching for maps and data
@@ -2036,7 +2035,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics
   description: |
     This online tutorial will provide an introduction to SimplyAnalytics and a few of its many possible uses. SimplyAnalytics is a web-based data visualization application. 
-    
+
     It can be used to create simple thematic maps and tables from census and other socio-demographic data, as well as business point data.
   technique:
     - Data Visualization
@@ -2091,7 +2090,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
   description: |
     This document compiles online resources that help to build terrain 3D models with a variety of software-options. 
-    
+
     Brief introductions on the pros and cons of each option are provided.
   technique:
     - Searching for maps and data
@@ -2107,11 +2106,11 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-statistics-canadas-socioeconomic-time-series-data-formerly-cansim
   description: |
     This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
-    
+
     Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
 
     University of Toronto faculty, staff, and students may also [download CANSIM series for free via CHASS](http://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-though-chass). 
-    
+
     You will need to be using a UofT IP address to access CHASS.
   technique:
     - Searching for maps and data
@@ -2308,9 +2307,9 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/downloading-census-boundary-files-using-scholars-geoportal
   description: |-
     This exercise will showcase how to use Scholars GeoPortal to extract Census Tract (CT) census geography for the Census Metropolitan Area (CMA) of Montreal using two methods:
-    
+
     1. querying the attribute table of the dataset, or
-    
+
     2. downloading based on a predefined census boundary (ex. CMAs).
   technique:
     - Searching for maps and data
@@ -2355,7 +2354,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/citing-geospatial-data-resources
   description: |
     [This guide, compiled by Alberta Auringer Wood of the Association of Canadian Map Libraries and Archives, provides recommended citation formats for a wide variety of geospatial data sources.] (http://www.acmla-acacc.ca/docs/ACMLA_BestPracticesCitations.pdf)
-    
+
     Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:
     - Citing data

From bf613cdc8c56684f2f1c87a633a8b6c4dd99b848 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 13 Jan 2026 13:57:24 -0500
Subject: [PATCH 205/211] =?UTF-8?q?114=EF=BC=9F?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 _data/guides.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index b458efd..4e289b5 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1471,7 +1471,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 114
-  title: ArcGIS Pro Module 4  - Data Analysis (Fall 2021)
+  title: ArcGIS Pro Module 4 - Data Analysis (Fall 2021)
   url: https://mdl.library.utoronto.ca/technology/tutorials/arcgis-pro-module-4-data-analysis-fall-2021
   description: |
     The following slide deck is for Module 4 of the ArcGIS Pro tutorial. This module helps the user apply knowledge and skills learned in previous 3 modules in solving a real life spatial problem.

From 0de14fdd2dd2ee7d2b7784ddb038c0316b470787 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 13 Jan 2026 14:06:27 -0500
Subject: [PATCH 206/211] Final Check 138

---
 _data/guides.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 4e289b5..3d10d6e 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1796,8 +1796,7 @@
   description: |
     The goal of this activity is to try out running Python in OpenRefine. We will use it to make an API call to augment our books dataset with information on the authors from Wikipedia. 
 
-    ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before
-    attempting this activity.*
+    ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before attempting this activity.*
   technique:
     - Cleaning data
     - Extracting data

From e6eacb400afda1fcd2367511bfea615e2819768e Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 13 Jan 2026 14:09:45 -0500
Subject: [PATCH 207/211] Final Check 166

---
 _data/guides.yml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 3d10d6e..0de910f 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2174,9 +2174,7 @@
   title: Introduction to STATA (Princeton)
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata-princeton
   description: |
-    An overview of the guide provided by Princeton with a link to the original
-    guide. If you want to learn how to use Stata, you might find this guide by German
-    Rodriguez at Princeton University useful: http://data.princeton.edu/stata/default.html
+    An overview of the guide provided by Princeton with a link to the original guide. If you want to learn how to use Stata, you might find this guide by German Rodriguez at Princeton University useful: http://data.princeton.edu/stata/default.html
   tool:
     - Stata
   date: "2017-05-05"

From fe373787accf8f2a1847cb60f52e7dd9d876b828 Mon Sep 17 00:00:00 2001
From: Yiwen Su <suyiwen1202@gmail.com>
Date: Tue, 13 Jan 2026 14:30:48 -0500
Subject: [PATCH 208/211] Final

---
 _data/guides.yml | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 0de910f..6f6e49d 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -1718,7 +1718,6 @@
     7. Find additional training and resources
 
     *Note: Gale periodically updates the Digital Scholar Lab, so some features of this tutorial might not always match the latest interface. This tutorial was last updated in March 2023.*
-
   technique:
     - Text and Data Mining
     - Cleaning data
@@ -2395,4 +2394,4 @@
   dataFormat: Paper maps
   date: "2016-04-12"
   series: MDL Tutorials
-  type: Tutorial
+  type: Tutorial
\ No newline at end of file

From c7bee3b04355b84ddc05f43530196dd9211678fc Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Tue, 13 Jan 2026 14:33:45 -0500
Subject: [PATCH 209/211] format: lint

---
 _data/guides.yml | 105 +++++++++++++++++++----------------------------
 1 file changed, 42 insertions(+), 63 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 6f6e49d..2b06154 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -2,8 +2,7 @@
 - id: 1
   title: Installing Power BI Desktop
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-power-bi-desktop
-  description:
-    This tutorial will run you through the steps for installing **Power BI Desktop** on your own device. Power BI is Microsoft's Data Visualization tool, allowing users to turn their data into insightful visuals.
+  description: This tutorial will run you through the steps for installing **Power BI Desktop** on your own device. Power BI is Microsoft's Data Visualization tool, allowing users to turn their data into insightful visuals.
   technique:
     - Data Visualization
   tool:
@@ -183,8 +182,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 16
-  title:
-    "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.1, 2020)"
+  title: "Bits and Bytes Series: Introduction to Dataverse for Sharing Data (Dec.1, 2020)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/bits-and-bytes-series-introduction-dataverse-sharing-data-dec-1-2020
   description: |
     This page provides a presentation on an **Introduction to Dataverse for Sharing Data** as part of the Bits and Bytes Webinar Series hosted by the Map & Data Library that features presentations and demonstrations on data-related topics and tools, such as web archives, visualization, GIS and statistics.
@@ -226,8 +224,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 20
-  title:
-    "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
+  title: "An Introduction to Programming for Absolute Beginners Using Python Pt. 2 (March, 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-programming-absolute-beginners-using-python-pt-2-march-2025
   description: |
     This page provides a video recording of an introductory workshop on Python, continuing from where the first part of the Python series left off.
@@ -237,8 +234,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 21
-  title:
-    "Workshop Recording: An Introduction to Programming for Absolute Beginners Using Python Pt. 1 (March 2025)"
+  title: "Workshop Recording: An Introduction to Programming for Absolute Beginners Using Python Pt. 1 (March 2025)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-programming-absolute-beginners-using-python-pt
   description: |
     This page provides a video recording of the first part of an introductory workshop series on Python.
@@ -260,8 +256,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 23
-  title:
-    "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop (Nov. 24, 2021)"
+  title: "Workshop Recording: Introduction to Data Visualization Using Tableau Desktop (Nov. 24, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-data-visualization-using-tableau-desktop-nov
   description: |
     This page provides a video recording of an introductory workshop on using Tableau Desktop for data visualization.
@@ -273,8 +268,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 24
-  title:
-    "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social Science Critique Example)"
+  title: "Workshop Recording: Introduction to Infographics (Feb. 3, 2022 - Social Science Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-feb-3-2022-social-science
   description: |
     This page provides a video recording of a workshop on best practices for creating infographics - with a specific social science related infographic critique example.
@@ -284,8 +278,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 25
-  title:
-    "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health Critique Example)"
+  title: "Workshop Recording: Introduction to Infographics (Nov. 16, 2021 - Health Critique Example)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-infographics-nov-16-2021-health-critique
   description: |
     This page provides a video recording of a workshop on best practices for creating infographics - with a specific health-related infographic critique example.
@@ -295,8 +288,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 26
-  title:
-    "Workshop Recording: Introduction to Network Analysis and Visualization Using Gephi (Nov. 2, 2021)"
+  title: "Workshop Recording: Introduction to Network Analysis and Visualization Using Gephi (Nov. 2, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-network-analysis-and-visualization-using-gephi
   description: |
     This page provides a video recording of an introductory workshop on using Gephi for network analysis and visualization.
@@ -348,8 +340,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 30
-  title:
-    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Mac Version) (Nov. 26, 2024)"
+  title: "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Mac Version) (Nov. 26, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis-mac
   description: |
     This page provides a video recording of an introductory workshop on NVivo 14/15 for Mac.
@@ -361,8 +352,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 31
-  title:
-    "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Windows Version) (Nov. 12, 2024)"
+  title: "Workshop Recording: Introduction to Using NVivo 14/15 for Qualitative Data Analysis (Windows Version) (Nov. 12, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-using-nvivo-1415-qualitative-data-analysis
   description: |
     This page provides a video recording of an introductory workshop on NVivo 14/15 for Windows.
@@ -374,8 +364,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 32
-  title:
-    "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available Tools (Feb. 14, 2022)"
+  title: "Workshop Recording: Text Analysis Tasting Menu: A Sampling of Available Tools (Feb. 14, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-text-analysis-tasting-menu-sampling-available-tools-feb-14
   description: |
     This page provides a video recording of a workshop on various text analysis tools.
@@ -393,8 +382,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 33
-  title: 
-    "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
+  title: "Workshop Recording: Working with Messy Data in OpenRefine (Oct. 28, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-working-messy-data-openrefine-oct-28-2021
   description: |
     This page provides a video recording of a workshop on OpenRefine.
@@ -406,8 +394,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 34
-  title:
-    "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 – Theory and Critique)"
+  title: "Self-Paced Online Course: Data Visualization - An Introduction (Part 1 – Theory and Critique)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-1-theory-and
   description: |
     This page provides access to a Data Visualization self-paced online Quercus course that focuses on data viz theory and provides opportunities to practice critiquing visualizations.
@@ -417,8 +404,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 35
-  title:
-    "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 – Practice with Tableau)"
+  title: "Self-Paced Online Course: Data Visualization - An Introduction (Part 2 – Practice with Tableau)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/self-paced-online-course-data-visualization-introduction-part-2-practice
   description: |
     This page provides access to a Data Visualization self-paced online Quercus course that introduces participants to Tableau Desktop. Participants will learn to create visualizations using some example datasets.
@@ -509,8 +495,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 42
-  title:
-    "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15, 2024)"
+  title: "Workshop Recording: ArcGIS Pro - Loading and Manipulating Data (Oct. 15, 2024)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-arcgis-pro-loading-and-manipulating-data-oct-15-2024
   description: |
     This page provides a video recording of a workshop on ArcGIS Pro that focuses on loading and manipulating data.
@@ -523,8 +508,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 43
-  title:
-    "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov. 30, 2021)"
+  title: "Workshop Recording: Constellate - A New Platform for Text Analysis (Nov. 30, 2021)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-constellate-new-platform-text-analysis-nov-30-2021
   description: |
     This page provides a video recording of an introductory workshop on Constellate. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards.
@@ -536,8 +520,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 44
-  title:
-    "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15, 2022)"
+  title: "Workshop Recording: Introduction to NVivo 12 (Windows Version) (Mar. 15, 2022)"
   url: https://mdl.library.utoronto.ca/technology/tutorials/workshop-recording-introduction-nvivo-12-windows-version-mar-15-2022
   description: |
     This page provides a video recording of a introductory workshop on NVivo 12 for Windows.
@@ -580,7 +563,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/installing-and-licensing-nvivo-15-mac
   description: |
     This tutorial is for installing and licensing **NVivo 15** on Mac computers.
-    
+
     Find information on how to request a license, download and install the software, as well as how to activate the license key for new and existing users. *Note: If you need NVivo 14, please reach out to us using our [contact form](https://mdl.library.utoronto.ca/about/contact-form)*
   technique:
     - Qualitative Data Analysis
@@ -608,7 +591,7 @@
     Site research involves the comprehensive analysis of a location's physical, cultural, and environmental characteristics. This process encompasses assessing topography, climate, zoning regulations, and existing infrastructure, as well as understanding the historical and social context of the site. Other terms often used interchangeably with site research include site analysis, site assessment, and contextual analysis.
   technique:
     - Searching for maps and data
-  dataFormat: 
+  dataFormat:
     - Paper maps
     - Statistics
     - Vector
@@ -665,7 +648,7 @@
   tool:
     - ArcGIS Pro
     - CHASS Census Analyzer
-  dataFormat: 
+  dataFormat:
     - Statistics
     - Vector
   date: "2024-02-09"
@@ -686,8 +669,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 55
-  title:
-    Extracting the geographic features you need from a larger dataset in ArcGIS Pro
+  title: Extracting the geographic features you need from a larger dataset in ArcGIS Pro
   url: https://mdl.library.utoronto.ca/technology/tutorials/extracting-geographic-features-you-need-larger-dataset-arcgis-pro
   description: |
     You may have noticed that many GIS datasets contain information about a geographic extent that is larger than your area of interest. Your research may involve analysis of data related to a single municipality in Ontario, yet you have only been able to locate a dataset showing all municipalities located within the province. Alternatively, you may be interested in only displaying a selection of features on your completed map, such as the Canadian cities you have selected as case studies for your research. This tutorial will demonstrate how to extract just the features you need from larger datasets, saving them to new files that you can then use to map and analyze your data.
@@ -706,7 +688,7 @@
     Digital elevation models (DEMs) are geospatial datasets that contain elevation values sampled according to a regularly spaced rectangular grid. They can be used in terrain analysis, SD visualizations and hydrological modelling, among other applications. DEMs can be stored in several different formats; however, conversion into a raster dataset is often required for many processes. This tutorial explains how to derive contours from DEMs using ArcGIS Pro.
   tool:
     - ArcGIS Pro
-  dataFormat: 
+  dataFormat:
     - DEM
     - Raster
   date: "2024-01-17"
@@ -721,7 +703,7 @@
     - Extracting data
   tool:
     - ArcGIS Pro
-  dataFormat: 
+  dataFormat:
     - DEM
     - Raster
   date: "2024-01-15"
@@ -736,7 +718,7 @@
     - Projecting
   tool:
     - ArcGIS Pro
-  dataFormat: 
+  dataFormat:
     - Raster
     - Vector
   date: "2024-01-08"
@@ -1009,8 +991,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 79
-  title:
-    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Windows
+  title: Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
   description: |
     This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
@@ -1022,8 +1003,7 @@
   series: MDL Tutorials
   type: Tutorial
 - id: 80
-  title:
-    Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Mac
+  title: Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
   description: |
     This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
@@ -1039,7 +1019,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-mapping-and-spatial-analysis-qgis
   description: |-
     Learn the basics of GIS with open source software, QGIS (https://qgis.org).
- 
+
     This tutorial/workshop is made up of three modules.
 
     - Module 1. Getting started
@@ -1049,7 +1029,7 @@
     - Module 3. Manipulating geospatial datasets 
 
     Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
- 
+
     Note that while the examples shown in this tutorial were captured using the windows version of QGIS, all modules and operations can be completed using the linux or mac OS version of QGIS.
   technique:
     - Mapping
@@ -1548,7 +1528,7 @@
   title: How to Build a Dataset in Constellate
   url: https://mdl.library.utoronto.ca/technology/tutorials/how-build-dataset-constellate
   description: |
-    This tutorial shows you how to build a dataset in Constellate. We recommend reading our general information on Constellate first. Please also see this access tutorial in order to log in with institutional privileges. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards. 
+    This tutorial shows you how to build a dataset in Constellate. We recommend reading our general information on Constellate first. Please also see this access tutorial in order to log in with institutional privileges. Please note that Constellate is ending on July 1st, 2025. Some learning materials will remain available afterwards.
   technique:
     - Data Visualization
     - Cleaning data
@@ -1618,7 +1598,7 @@
   tool:
     - ArcGIS Online
     - ArcGIS Storymaps
-  dataFormat: 
+  dataFormat:
     - Raster
     - Vector
   date: "2021-03-05"
@@ -1634,7 +1614,7 @@
     - Extracting data
   tool:
     - GeoGratis
-  dataFormat: 
+  dataFormat:
     - DEM
     - Raster
   date: "2021-01-15"
@@ -1756,7 +1736,7 @@
   title: Getting Started with Tableau Desktop (Beginner to Intermediate)
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-tableau-desktop-beginner-intermediate
   description: |
-    This is a beginner-to-intermediate level tutorial for Tableau Desktop version 2020.2. To acquire a free student, researcher, or instructor license for Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you want to learn this material in an online, self-paced course, with video instructions, you can self-enroll in our [Practice with Tableau course](https://q.utoronto.ca/enroll/WTYPDT). 
+    This is a beginner-to-intermediate level tutorial for Tableau Desktop version 2020.2. To acquire a free student, researcher, or instructor license for Tableau Desktop, please follow [these licensing and installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/installing-tableau-desktop). If you want to learn this material in an online, self-paced course, with video instructions, you can self-enroll in our [Practice with Tableau course](https://q.utoronto.ca/enroll/WTYPDT).
   technique:
     - Data Visualization
   tool:
@@ -1839,7 +1819,7 @@
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description: |
     This tutorial will teach you how to use OpenRefine's reconciliation service to connect data in your dataset with Wikidata. 
- 
+
     ***Note 1:*** *Complete [Augmenting activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
 
     ***Note 2:*** *In order to complete this activity, you need to be running the latest version of OpenRefine.*
@@ -1957,7 +1937,7 @@
   description: |
     Link to a video tutorial on how to find statistics and manipulate tables to get the data you need.
 
-    https://library.wlu.ca/help/tutorials/finding-statistics-using-statcans-data-portal 
+    https://library.wlu.ca/help/tutorials/finding-statistics-using-statcans-data-portal
   technique:
     - Searching for maps and data
   date: "2018-09-12"
@@ -2007,7 +1987,7 @@
     - Extracting data
   tool:
     - Scholars GeoPortal
-  dataFormat: 
+  dataFormat:
     - Raster
     - Vector
   date: "2018-01-15"
@@ -2022,7 +2002,7 @@
     - Extracting data
   tool:
     - CHASS Census Analyzer
-  dataFormat: 
+  dataFormat:
     - Statistics
     - Vector
   date: "2018-01-08"
@@ -2040,7 +2020,7 @@
     - Searching for maps and data
   tool:
     - SimplyAnalytics
-  dataFormat: 
+  dataFormat:
     - Statistics
     - Vector
   date: "2018-01-04"
@@ -2162,8 +2142,7 @@
 - id: 165
   title: Introduction to Stata
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-stata
-  description:
-    This guide gives users an introduction to Stata. The topics covered are importing, exploring, modifying and managing data.
+  description: This guide gives users an introduction to Stata. The topics covered are importing, exploring, modifying and managing data.
   tool:
     - Stata
   date: "2017-05-05"
@@ -2322,7 +2301,7 @@
     - Converting data formats
   tool:
     - FME
-  dataFormat: 
+  dataFormat:
     - Raster
     - Vector
   date: "2016-04-26"
@@ -2339,7 +2318,7 @@
     - ArcGIS
     - Global Mapper
     - QGIS
-  dataFormat: 
+  dataFormat:
     - Raster
     - Vector
   date: "2016-04-26"
@@ -2354,7 +2333,7 @@
     Additionally, if using Esri products (e.g. ArcGIS Online) or Esri data, please consult this [guide on How to Cite ArcGIS Maps and Data.](https://resources.esri.ca/education-and-research/how-to-cite-arcgis-maps-and-data)
   technique:
     - Citing data
-  dataFormat: 
+  dataFormat:
     - Paper maps
     - Raster
     - Vector
@@ -2394,4 +2373,4 @@
   dataFormat: Paper maps
   date: "2016-04-12"
   series: MDL Tutorials
-  type: Tutorial
\ No newline at end of file
+  type: Tutorial

From 9f266f713c59af3ce3544d9835e1fdff76fccd90 Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Tue, 13 Jan 2026 14:39:20 -0500
Subject: [PATCH 210/211] fixed: minor typos

---
 _data/guides.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 2b06154..389471b 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -120,7 +120,7 @@
   title: Accessing and Querying the Revelio Datasets
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-and-querying-revelio-datasets
   description: |
-    The University of Toronto has licensed six separate datasets from [Revelio Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate easy access and querying across products, all datasets have been loaded into SciNet's supercomputing environment. Access to this environment can only be granted to current University of Toronto Faculty, Staff and Students, after an application process. This page contains additionals details about this process, as well as the data itself and how to query it.
+    The University of Toronto has licensed six separate datasets from [Revelio Labs](https://www.reveliolabs.com/data/). These are workforce datasets that range in size from 1 to 4 TB. To facilitate easy access and querying across products, all datasets have been loaded into SciNet's supercomputing environment. Access to this environment can only be granted to current University of Toronto Faculty, Staff and Students, after an application process. This page contains additional details about this process, as well as the data itself and how to query it.
   technique:
     - Quantitative Data Analysis
   date: "2025-05-21"
@@ -924,7 +924,7 @@
 
     **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
 
-    **For help contact**: Map & Data Library,mdl@library.utoronto.ca
+    **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
     - Excel
   date: "2023-02-21"
@@ -1089,7 +1089,7 @@
   title: Introduction to SimplyAnalytics - Video Tutorials
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics-video-tutorials
   description: |
-    [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can be used to create simple thematic maps and support analyses of socio-demographic data. This tutorial introduces SimplyAnalytics and its capabilities with the help of [videos produced by our colleagues at UTSC](https://www.utsc.utoronto.ca/thebridge/%20.).
+    [SimplyAnalytics](https://simplyanalytics.com/) is a web-based data visualization application that can be used to create simple thematic maps and support analyses of socio-demographic data. This tutorial introduces SimplyAnalytics and its capabilities with the help of [videos produced by our colleagues at UTSC](https://www.utsc.utoronto.ca/thebridge/.).
   technique:
     - Data Visualization
     - Mapping

From 9ee52a1fc7811fb39edfeeca53e2b14ef356696b Mon Sep 17 00:00:00 2001
From: Ken Lui <116421546+kenlhlui@users.noreply.github.com>
Date: Tue, 13 Jan 2026 14:45:38 -0500
Subject: [PATCH 211/211] fix: fixed trailing spaces

---
 _data/guides.yml | 84 ++++++++++++++++++++++++------------------------
 1 file changed, 42 insertions(+), 42 deletions(-)

diff --git a/_data/guides.yml b/_data/guides.yml
index 389471b..2889aa2 100644
--- a/_data/guides.yml
+++ b/_data/guides.yml
@@ -890,15 +890,15 @@
   description: |
     About this workshop
 
-    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
+    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization.
 
-    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
+    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond.
 
-    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
+    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming!
 
-    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. Note: This tutorial is intended for Mac users. If you are using Windows, check out this tutorial instead. 
+    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. Note: This tutorial is intended for Mac users. If you are using Windows, check out this tutorial instead.
 
-    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct.
 
     **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
@@ -910,19 +910,19 @@
   title: "Excel: Beyond The Basics - Windows"
   url: https://mdl.library.utoronto.ca/technology/tutorials/excel-beyond-basics-windows
   description: |
-    About this workshop 
+    About this workshop
 
-    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization. 
+    **What**: This is a beginner to intermediate tutorial, that will allow you to gain a deeper understanding of the uses and types of data that can be manipulated in Excel, an extremely popular spreadsheet software. Through practical exercises using real world data from the Toronto Transit Commission (TTC), you will learn important terminology and software features, and gain a better understanding of Excel’s built-in methods for data manipulation and cleaning, as well as analysis and visualization.
 
-    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond. 
+    **Why**: Excel is a popular spreadsheet software that allows you to organize, modify and analyze your data. It remains one of the most widely used software for data analytics. A deeper understanding of Excel will help you better navigate the tool to work with your data sets, in the classroom and beyond.
 
-    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming! 
+    **Who**: This tutorial assumes you have used Excel before at a basic level, but haven’t explored all it has to offer. There are no prerequisites or assumptions of knowledge of math, statistics, or programming!
 
-    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students. 
+    **Software**: Excel is freely available for download for University of Toronto staff, faculty and students.
 
-    **Note**: This tutorial is intended for Windows users. If you are using a Mac, check out this tutorial instead. 
+    **Note**: This tutorial is intended for Windows users. If you are using a Mac, check out this tutorial instead.
 
-    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct. 
+    **Code of Conduct**: Map & Data Library (MDL) workshops are a welcoming and inclusive environment for learning. To learn more, check out our Code of Conduct.
 
     **For help contact**: Map & Data Library, mdl@library.utoronto.ca
   tool:
@@ -968,7 +968,7 @@
   title: Transcription Options
   url: https://mdl.library.utoronto.ca/technology/tutorials/transcription-options
   description: |
-    If you have an audio or video file that you need to get transcribed, this page describes some automated options to consider. But keep in mind, though, that none of these options (including NVivo transcription) provides a 100% perfectly accurate transcript. You will always have to go back in and correct your transcript. 
+    If you have an audio or video file that you need to get transcribed, this page describes some automated options to consider. But keep in mind, though, that none of these options (including NVivo transcription) provides a 100% perfectly accurate transcript. You will always have to go back in and correct your transcript.
 
     Note: If you want to pay a human to transcribe things accurately (so no or minimal correction is needed later), you could try [Rev](https://www.rev.com/) or [Transcript Divas](https://transcriptdivas.co.uk/about/).
   technique:
@@ -994,9 +994,9 @@
   title: Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Windows
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS
   description: |
-    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query.
 
-    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database).
 
     Note: This tutorial is intended for Windows users. If you are using a Mac, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC) instead.
   date: "2023-01-05"
@@ -1006,9 +1006,9 @@
   title: Getting Started with the Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-MAC
   description: |
-    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Canadian Intellectual Property Office (CIPO) Patent PostgreSQL Database](https://mdl.library.utoronto.ca/technology/text-data-mining-software/cipo-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query.
 
-    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database).
 
     Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-cipo-postgresql-database-WINDOWS) instead.
   date: "2022-11-30"
@@ -1026,7 +1026,7 @@
 
     - Module 2. Making a map using layouts
 
-    - Module 3. Manipulating geospatial datasets 
+    - Module 3. Manipulating geospatial datasets
 
     Download the datasets used for this workshop at this location: https://maps.library.utoronto.ca/workshops/QGIS/2022/QGIS.zip
 
@@ -1285,7 +1285,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
 
-    This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools. 
+    This tutorial demonstrates how to use the Digital Scholar Lab's six analysis tools.
 
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
@@ -1302,7 +1302,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
 
-    This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations. 
+    This tutorial demonstrates how to use and customize the Digital Scholar Lab's cleaning configurations.
 
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
@@ -1318,7 +1318,7 @@
   description: |
     [Return to the main Gale Digital Scholar Lab tutorial](https://mdl.library.utoronto.ca/technology/tutorials/digital-humanities-tools-digital-scholar-lab)
 
-    This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale Primary Sources and by uploading your own texts. 
+    This tutorial shows you how to create a collection in the Digital Scholar Lab, both by searching Gale Primary Sources and by uploading your own texts.
 
     Please note that Gale is periodically adding new documents to their collections, so your document counts and results may look slightly different from our screenshots and examples below.
   technique:
@@ -1355,9 +1355,9 @@
   title: Getting Started with the Web of Science PostgreSQL Database - Mac
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database-MAC
   description: |
-    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database) on a Mac computer. It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query.
 
-    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). 
+    You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database).
 
     Note: This tutorial is intended for Mac users. If you are using Windows, check out this [tutorial](https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database) instead.
   date: "2022-02-07"
@@ -1367,7 +1367,7 @@
   title: Getting Started with the Web of Science PostgreSQL Database
   url: https://mdl.library.utoronto.ca/technology/tutorials/getting-started-web-science-postgresql-database
   description: |
-    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query. 
+    This tutorial will help you get up and running querying the [Web of Science PostgreSQL database](https://mdl.library.utoronto.ca/web-science-postgresql-database). It will cover accessing the high performance computing environment, querying the database via SQL statements and from within a python script, and downloading the results of the query.
 
     You will need a Compute Canada account with the proper credentials to access this database. If you haven’t done so already, you should first follow the [instructions to get your account set up](https://mdl.library.utoronto.ca/technology/tutorials/how-access-web-science-postgresql-database). Note:
 
@@ -1681,9 +1681,9 @@
   title: Text Analysis Fundamentals with the Digital Scholar Lab
   url: https://mdl.library.utoronto.ca/technology/tutorials/text-analysis-fundamentals-digital-scholar-lab
   description: |-
-    This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital humanities tool. In this tutorial, you will learn how to: 
+    This tutorial introduces [Gale's Digital Scholar Lab (DSL)](https://mdl.library.utoronto.ca/technology/text-data-mining-software/gale-digital-scholar-lab), a digital humanities tool. In this tutorial, you will learn how to:
 
-    1. Build a collection of texts, including uploading your own materials 
+    1. Build a collection of texts, including uploading your own materials
 
     2. Create collaborative workspaces
 
@@ -1773,7 +1773,7 @@
   title: "OpenRefine Augmenting Activity 4: Using Python"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-4-using-python
   description: |
-    The goal of this activity is to try out running Python in OpenRefine. We will use it to make an API call to augment our books dataset with information on the authors from Wikipedia. 
+    The goal of this activity is to try out running Python in OpenRefine. We will use it to make an API call to augment our books dataset with information on the authors from Wikipedia.
 
     ***Note:*** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1), [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) & [3](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3) first before attempting this activity.*
   technique:
@@ -1789,7 +1789,7 @@
   title: "OpenRefine Augmenting Activity 3: Using Add Column by Fetching URLs"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-3-using-add-column-fetching-urls
   description: |
-    This tutorial will show you how to use the Add Column by Fetching URLs feature in OpenRefine. 
+    This tutorial will show you how to use the Add Column by Fetching URLs feature in OpenRefine.
 
     **Note:** *Complete Augmenting Activities [1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1) & [2](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2) first before attempting this activity.*
   technique:
@@ -1804,7 +1804,7 @@
   title: "OpenRefine Augmenting Activity 1: Preparing the data"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data
   description: |
-    In this tutorial, we will begin work on augmenting datasets. 
+    In this tutorial, we will begin work on augmenting datasets.
 
     *Note:* *This is an advanced tutorial. If you are new to OpenRefine, please begin with [OpenRefine tutorial 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1). This tutorial has been developed for OpenRefine version 3.7.5*
   technique:
@@ -1818,9 +1818,9 @@
   title: "OpenRefine Augmenting Activity 2: Using Reconciliation Services"
   url: https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-2-using-reconciliation-services
   description: |
-    This tutorial will teach you how to use OpenRefine's reconciliation service to connect data in your dataset with Wikidata. 
+    This tutorial will teach you how to use OpenRefine's reconciliation service to connect data in your dataset with Wikidata.
 
-    ***Note 1:*** *Complete [Augmenting activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.* 
+    ***Note 1:*** *Complete [Augmenting activity 1](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-augmenting-activity-1-preparing-data) first before attempting this activity.*
 
     ***Note 2:*** *In order to complete this activity, you need to be running the latest version of OpenRefine.*
   technique:
@@ -1837,7 +1837,7 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5.*
 
-    Update: please note that as of March 18, 2020, Open Data Toronto has suspended service and so their service is not available for API calls. Until service resumes, please skip step 3, and during step 5, please chose to Get Data From: This Computer and select the 311.json file in the packaged workshop files. This represents a snapshot of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if you run into difficulties.* 
+    Update: please note that as of March 18, 2020, Open Data Toronto has suspended service and so their service is not available for API calls. Until service resumes, please skip step 3, and during step 5, please chose to Get Data From: This Computer and select the 311.json file in the packaged workshop files. This represents a snapshot of the data that will work with the exercises. Please feel free to email mdl@library.utoronto.ca *if you run into difficulties.*
 
     Sometimes you don't have your data in a file. Instead you want to use an API call to pull data from elsewhere. OpenRefine can help you make these calls and parse the data you receive.The goal of this activity is to create a new project by pulling in 311 call data from the City of Toronto into OpenRefine using an API call and then work with the data. You will construct an API call to download a subset of 311 call data in JSON format, and then use OpenRefine to parse that data and put it into a tabular format. You will then use GREL to further manipulate the data (especially working with date formats) and make some discoveries.
 
@@ -1856,7 +1856,7 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
 
-    You were introduced to GREL in the previous activity, so you know that GREL is a powerful tool for cleaning/editing your data. You can make GREL even more powerful by learning how to use regular expressions (aka regex). A regular expression is a sequence of characters that define a search pattern – it is used to search for matches within text. In OpenRefine, you can use it in your GREL expressions to create sophisticated patterns describing what type of information you want to find within your dataset, then do something with the matching text (edit it, delete it, put it in a new column, etc.). 
+    You were introduced to GREL in the previous activity, so you know that GREL is a powerful tool for cleaning/editing your data. You can make GREL even more powerful by learning how to use regular expressions (aka regex). A regular expression is a sequence of characters that define a search pattern – it is used to search for matches within text. In OpenRefine, you can use it in your GREL expressions to create sophisticated patterns describing what type of information you want to find within your dataset, then do something with the matching text (edit it, delete it, put it in a new column, etc.).
 
     This activity assumes you have already completed the [Survey of Household Spending](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1-survey-household-spending-activity) and [Citizen Science](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-2-citizen-science-activity) activities, have a familiarity with OpenRefine and know how to create simple GREL expressions. Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
   technique:
@@ -1889,11 +1889,11 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
 
-    We are going to work with a bit messier dataset now for the next few tasks. This is a citizen science dataset captured using an app called iNaturalist. The data was captured for a city nature challenge and shared on [data.world](https://data.world/). 
+    We are going to work with a bit messier dataset now for the next few tasks. This is a citizen science dataset captured using an app called iNaturalist. The data was captured for a city nature challenge and shared on [data.world](https://data.world/).
 
-    This activity will showcase some more features in OpenRefine. The goal of this activity is to create a new project with this citizen science dataset and work with the data. You will use clustering to improve the consistency of the dataset. You will also perform various manipulations, such as split and concatenate. Finally, you will learn various ways to remove columns and rows, and work with the Undo/Redo features in OpenRefine. 
+    This activity will showcase some more features in OpenRefine. The goal of this activity is to create a new project with this citizen science dataset and work with the data. You will use clustering to improve the consistency of the dataset. You will also perform various manipulations, such as split and concatenate. Finally, you will learn various ways to remove columns and rows, and work with the Undo/Redo features in OpenRefine.
 
-    Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already. 
+    Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip), if you have not already.
 
     ***Note***: *This assumes that you have learned the basics of OpenRefine already through the [Survey of Household Spending activity](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-tutorial-1).*
   technique:
@@ -1921,7 +1921,7 @@
   description: |
     *This tutorial has been developed for OpenRefine version 3.7.5*
 
-    Please note that we also have converted some of this tutorial into a self-paced course with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior knowledge of OpenRefine. In this activity you will be importing a spreadsheet of data into OpenRefine and exploring it. The goal of this activity is to use a simple dataset to introduce you to the OpenRefine user interface and some of the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,” but provides some of the core knowledge needed to work with messier datasets in later activities. If you need a copy of OpenRefine on your personal computer, please follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions). 
+    Please note that we also have converted some of this tutorial into a self-paced course with videos. U of T students, staff, and faculty can [enroll in our OpenRefine Quercus course](http://q.utoronto.ca/enroll/E4JKAW). This is the first activity in this tutorial series, and assumes no prior knowledge of OpenRefine. In this activity you will be importing a spreadsheet of data into OpenRefine and exploring it. The goal of this activity is to use a simple dataset to introduce you to the OpenRefine user interface and some of the basic types of tasks you can accomplish. This dataset isn’t particularly “messy,” but provides some of the core knowledge needed to work with messier datasets in later activities. If you need a copy of OpenRefine on your personal computer, please follow these [installation instructions](https://mdl.library.utoronto.ca/technology/tutorials/openrefine-installation-instructions).
 
     Before you begin, please download the OpenRefine workshop sample datasets (https://maps.library.utoronto.ca/datapub/workshops/OpenRefineWorkshop.zip).
   technique:
@@ -1968,7 +1968,7 @@
   title: Accessing CANSIM data through CHASS
   url: https://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-through-chass
   description: |
-    This guide is primarily designed to help users unfamiliar with the CANSIM database to find and download data through CHASS. 
+    This guide is primarily designed to help users unfamiliar with the CANSIM database to find and download data through CHASS.
 
     **Please note** that a University of Toronto IP address is required to access CHASS.  CANSIM data may also be accessed through the Statistics Canada website. Tutorial available [here](https://mdl.library.utoronto.ca/technology/tutorials/cansim-guide).
   technique:
@@ -2012,7 +2012,7 @@
   title: Introduction to SimplyAnalytics
   url: https://mdl.library.utoronto.ca/technology/tutorials/introduction-simplyanalytics
   description: |
-    This online tutorial will provide an introduction to SimplyAnalytics and a few of its many possible uses. SimplyAnalytics is a web-based data visualization application. 
+    This online tutorial will provide an introduction to SimplyAnalytics and a few of its many possible uses. SimplyAnalytics is a web-based data visualization application.
 
     It can be used to create simple thematic maps and tables from census and other socio-demographic data, as well as business point data.
   technique:
@@ -2067,7 +2067,7 @@
   title: Online resources to build topography 3D models
   url: https://mdl.library.utoronto.ca/technology/tutorials/online-resources-build-topography-3d-models
   description: |
-    This document compiles online resources that help to build terrain 3D models with a variety of software-options. 
+    This document compiles online resources that help to build terrain 3D models with a variety of software-options.
 
     Brief introductions on the pros and cons of each option are provided.
   technique:
@@ -2085,9 +2085,9 @@
   description: |
     This guide is primarily designed to help users unfamiliar with the CANSIM database find and download data.
 
-    Note: This guide outlines how to search for CANSIM data on the Statistics Canada website. 
+    Note: This guide outlines how to search for CANSIM data on the Statistics Canada website.
 
-    University of Toronto faculty, staff, and students may also [download CANSIM series for free via CHASS](http://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-though-chass). 
+    University of Toronto faculty, staff, and students may also [download CANSIM series for free via CHASS](http://mdl.library.utoronto.ca/technology/tutorials/accessing-cansim-data-though-chass).
 
     You will need to be using a UofT IP address to access CHASS.
   technique: