From c754ae3718c449f2bdd2a4d2eea75ad7a64268f4 Mon Sep 17 00:00:00 2001 From: Marcus Tan <31207952+MarcusTan30@users.noreply.github.com> Date: Sun, 4 Dec 2022 16:10:13 +0800 Subject: [PATCH 1/3] Create Folium Geospatial work Works done using Folium Package for Geospatial analytics --- Folium Geospatial work | 1 + 1 file changed, 1 insertion(+) create mode 100644 Folium Geospatial work diff --git a/Folium Geospatial work b/Folium Geospatial work new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Folium Geospatial work @@ -0,0 +1 @@ + From 9f04030cdba12c8ea53c5176b518de9b18f3b27c Mon Sep 17 00:00:00 2001 From: Marcus Tan <31207952+MarcusTan30@users.noreply.github.com> Date: Sun, 4 Dec 2022 16:10:31 +0800 Subject: [PATCH 2/3] Delete Folium Geospatial work --- Folium Geospatial work | 1 - 1 file changed, 1 deletion(-) delete mode 100644 Folium Geospatial work diff --git a/Folium Geospatial work b/Folium Geospatial work deleted file mode 100644 index 8b13789..0000000 --- a/Folium Geospatial work +++ /dev/null @@ -1 +0,0 @@ - From 4163967801c4fdad3bfb19941b54f5ac31561eec Mon Sep 17 00:00:00 2001 From: Marcus Tan <31207952+MarcusTan30@users.noreply.github.com> Date: Sun, 4 Dec 2022 16:14:04 +0800 Subject: [PATCH 3/3] Add files via upload --- Folium Geospatial work/Aid_provided_by_region (2).ipynb | 1 + Folium Geospatial work/Somalia_shapefile (1).ipynb | 1 + 2 files changed, 2 insertions(+) create mode 100644 Folium Geospatial work/Aid_provided_by_region (2).ipynb create mode 100644 Folium Geospatial work/Somalia_shapefile (1).ipynb diff --git a/Folium Geospatial work/Aid_provided_by_region (2).ipynb b/Folium Geospatial work/Aid_provided_by_region (2).ipynb new file mode 100644 index 0000000..4292bd4 --- /dev/null +++ b/Folium Geospatial work/Aid_provided_by_region (2).ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"provenance":[],"mount_file_id":"1wQ11tfEQRvLm3lPq50871eXKVmHFjqrk","authorship_tag":"ABX9TyNX+vTdDbVo3CB6iIIjEhf5"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":35},"id":"WvCo-6cUCSR3","executionInfo":{"status":"ok","timestamp":1670123129531,"user_tz":-480,"elapsed":4,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"d1a4d1f1-a266-4e37-f7ba-9961baf46897"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["'\\n!pip install pyshp\\n!pip install pyproj\\n!pip install geopy\\n\\n!sudo apt install libspatialindex-dev\\n!pip install rtree\\n!pip install pygeos\\n!pip install folium\\n!pip install geopandas\\n'"],"application/vnd.google.colaboratory.intrinsic+json":{"type":"string"}},"metadata":{},"execution_count":1}],"source":["'''\n","!pip install pyshp\n","!pip install pyproj\n","!pip install geopy\n","\n","!sudo apt install libspatialindex-dev\n","!pip install rtree\n","!pip install pygeos\n","!pip install folium\n","!pip install geopandas\n","'''"]},{"cell_type":"code","source":["\n","import pygeos\n","from shapely.geometry import Point\n","import geopandas as gpd\n","import os\n","import pandas as pd\n","import numpy as np\n","\n","import shapefile\n","import pyproj #https://stackoverflow.com/questions/68317672/coordinate-conversion-script-isnt-giving-me-an-accurate-reading-svy21-to-wgs84\n","import geopy.distance #https://stackoverflow.com/questions/19412462/getting-distance-between-two-points-based-on-latitude-longitude\n","\n","import geopandas as gpd\n","import folium\n","import branca\n","import branca.colormap as cm\n","from google.colab import data_table\n","\n","data_table.enable_dataframe_formatter()"],"metadata":{"id":"fAOJBxjmCaDc","executionInfo":{"status":"ok","timestamp":1670123130469,"user_tz":-480,"elapsed":941,"user":{"displayName":"Marcus","userId":"17085036624025663777"}}},"execution_count":2,"outputs":[]},{"cell_type":"markdown","source":["Loading in datasets directly from sites.\n","\n","1. Regional dataset \n","\n","link:https://geoportal.icpac.net/layers/geonode%3Asom_admbnda_adm2_undp\n","\n","2. K1 from event brief\n","3. S1 from event breif\n","\n","\n","\n","\n"],"metadata":{"id":"6G5lm8tAGNWn"}},{"cell_type":"code","source":["#Turning Somalia Regional data into Geo_Dataframe\n","Region_shp= gpd.read_file('https://geoportal.icpac.net/geoserver/ows?service=WFS&version=1.0.0&request=GetFeature&typename=geonode%3Asom_admbnda_adm2_undp&outputFormat=SHAPE-ZIP&srs=EPSG%3A4326&format_options=charset%3AUTF-8')\n","Region_shp.geometry=Region_shp.geometry.to_crs(epsg='4326')\n","\n","#Kenya_K1_dataset (to observe)\n","Ken_AidCoord=pd.read_excel(\"https://data.humdata.org/dataset/cda96bea-ee01-41ea-b5ef-6e455c770557/resource/4fa5ea69-7020-494e-8245-4771d2f6b7d0/download/kenya-3w-final-list-2017.xlsx\",header=0)\n","\n","#Somalia_S1_dataset (to observe)\n","Som_AidCoord=pd.read_excel(\"https://data.humdata.org/dataset/8dfc1407-8165-44f2-93c3-f294172ce6c6/resource/10a1749b-1484-496e-b505-b6a34a40ec4a/download/ocha_som_operational_presence_3w_data_oct2022.xlsx\",header=0,skiprows=[1])\n"],"metadata":{"id":"XBLj8m05CcYc","executionInfo":{"status":"ok","timestamp":1670125249450,"user_tz":-480,"elapsed":11645,"user":{"displayName":"Marcus","userId":"17085036624025663777"}}},"execution_count":37,"outputs":[]},{"cell_type":"markdown","source":["Checking for errors\n","Data cleaning\n","Google sheets detected some errors, so i am doing a formal test here."],"metadata":{"id":"8KKwCbUFIAr6"}},{"cell_type":"code","source":["\n","#########\n","###Checking column names\n","print(\"Before renaming:\",list(Som_AidCoord)) #some oddly named columns observed\n","Som_AidCoord.rename(columns = {'Cluster ':'Cluster', 'Org. Name':'Org_Name','Org. Acronym':'Org_Acronym','Org Type':'Org_Type',\"Region \":\"Region\",\"District \":\"District\"}, inplace = True)\n","print(\"After renaming:\",list(Som_AidCoord)) #checking new columns\n","\n","##########\n","###Checking for Differences in naming convention of Districts\n","print('Before cleaning data:',sorted(list(Som_AidCoord['District'].unique())))\n","\n","#errors found: Berbera,LUUQ(alphabetical),Xudun,Caynabo,Dinnsoor,Iskushuban,Jowhar,xudun\n","#Naming Convention: Only First letter will be Cap, no spaces after\n","Som_AidCoord['District'].replace(['Berbera ', 'LUUQ', 'xudun', 'caynabo','diinsoor','eyl','iskushuban','jowhar'], ['Berbera', 'Luuq', 'Xudun', 'Cayanabo','Dinnsoor','Eyl','Iskushuban','Jowhar'],inplace=True)\n","print('After cleaning data:',sorted(list(Som_AidCoord['District'].unique())))\n","\n","##############\n","###Checking for Differences in naming convention of Districts\n","print('Before cleaning data:',sorted(list(Som_AidCoord['Org_Acronym'].unique())))\n","#print(Som_AidCoord.loc[Som_AidCoord['Org_Acronym']=='KRD\\xa0'])\n","Som_AidCoord['Org_Acronym'].replace([' YOVENCO','KRD\\xa0','LLG\\xa0'], ['YOVENCO','KRD','LLG'],inplace=True)\n","print('After cleaning data:',sorted(list(Som_AidCoord['Org_Acronym'].unique())))\n","\n","####################\n","###realised while doing data manipulation that there were inconsistencies in naming districts between 2 datasets.\n","print(sorted(list(Region_shp['admin2Name'].unique())))\n","Region_shp['admin2Name']=Region_shp['admin2Name'].str.strip()\n","\n","\n","print(sorted(list(Som_AidCoord['District'].unique())))\n","Som_AidCoord['District']=Som_AidCoord['District'].str.strip()\n","\n","#Get dataframe list of names of both districts\n","Region_name=pd.DataFrame(list(Region_shp['admin2Name'].unique()))\n","District_name=pd.DataFrame(list(Som_AidCoord['District'].unique()))\n","\n","#merge datasets to see which ones doesn't match\n","Merged_test=pd.merge(Region_name,District_name,on=0,how='outer',indicator=True)\n","#print(Merged_test.loc[(Merged_test['_merge']!='both')])\n","\n","#Changing names on datasets\n","\n","Som_AidCoord['District'].replace(['Dollow','Wanla Weyne','Bardheere','Bu’aale','Dinnsoor','Cayanabo'], ['Doolow','Wanla Weyn','Baardheere',\"Bu'aale\",'Diinsoor','Caynabo'],inplace=True)\n","\n","\n","##Test again by merge:\n","\n","#Get dataframe list of names of both districts\n","Region_name=pd.DataFrame(list(Region_shp['admin2Name'].unique()))\n","District_name=pd.DataFrame(list(Som_AidCoord['District'].unique()))\n","\n","#merge datasets to see which ones doesn't match\n","Merged_test=pd.merge(Region_name,District_name,on=0,how='outer',indicator=True)\n","print(Merged_test.loc[(Merged_test['_merge']!='both')])\n","\n","Merged_test"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":831},"id":"f6CuHCqOGIUI","executionInfo":{"status":"ok","timestamp":1670128044885,"user_tz":-480,"elapsed":308,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"63d4e02d-44ca-432c-9734-42ea155038c7"},"execution_count":97,"outputs":[{"output_type":"stream","name":"stdout","text":["Before renaming: ['Cluster', 'Org_Name', 'Org_Acronym', 'Org_Type', 'Region', 'District']\n","After renaming: ['Cluster', 'Org_Name', 'Org_Acronym', 'Org_Type', 'Region', 'District']\n","Before cleaning data: ['Adan Yabaal', 'Afgooye', 'Afmadow', 'Baardheere', 'Badhaadhe', 'Baki', 'Balcad', 'Banadir', 'Bandarbeyla', 'Baraawe', 'Baydhaba', 'Belet Weyne', 'Belet Xaawo', 'Berbera', 'Borama', 'Bossaso', \"Bu'aale\", 'Bulo Burto', 'Burco', 'Burtinle', 'Buuhoodle', 'Buur Hakaba', 'Cabudwaaq', 'Cadaado', 'Cadale', 'Caluula', 'Cayanabo', 'Caynabo', 'Ceel Afweyn', 'Ceel Barde', 'Ceel Buur', 'Ceel Dheer', 'Ceel Waaq', 'Ceerigaabo', 'Dhuusamarreeb', 'Diinsoor', 'Dinnsoor', 'Doolow', 'Eyl', 'Gaalkacyo', 'Galdogob', 'Garbahaarey', 'Garoowe', 'Gebiley', 'Hargeysa', 'Hobyo', 'Iskushuban', 'Jalalaqsi', 'Jamaame', 'Jariiban', 'Jilib', 'Jowhar', 'Kismaayo', 'Kurtunwaarey', 'Laas Caanood', 'Laasqoray', 'Lughaye', 'Luuq', 'Marka', 'Owdweyne', 'Qandala', 'Qansax Dheere', 'Qardho', 'Qoryooley', 'Rab Dhuure', 'Saakow', 'Sheikh', 'Taleex', 'Tayeeglow', 'Waajid', 'Wanla Weyn', 'Xarardheere', 'Xudun', 'Xudur', 'Zeylac']\n","After cleaning data: ['Adan Yabaal', 'Afgooye', 'Afmadow', 'Baardheere', 'Badhaadhe', 'Baki', 'Balcad', 'Banadir', 'Bandarbeyla', 'Baraawe', 'Baydhaba', 'Belet Weyne', 'Belet Xaawo', 'Berbera', 'Borama', 'Bossaso', \"Bu'aale\", 'Bulo Burto', 'Burco', 'Burtinle', 'Buuhoodle', 'Buur Hakaba', 'Cabudwaaq', 'Cadaado', 'Cadale', 'Caluula', 'Cayanabo', 'Caynabo', 'Ceel Afweyn', 'Ceel Barde', 'Ceel Buur', 'Ceel Dheer', 'Ceel Waaq', 'Ceerigaabo', 'Dhuusamarreeb', 'Diinsoor', 'Dinnsoor', 'Doolow', 'Eyl', 'Gaalkacyo', 'Galdogob', 'Garbahaarey', 'Garoowe', 'Gebiley', 'Hargeysa', 'Hobyo', 'Iskushuban', 'Jalalaqsi', 'Jamaame', 'Jariiban', 'Jilib', 'Jowhar', 'Kismaayo', 'Kurtunwaarey', 'Laas Caanood', 'Laasqoray', 'Lughaye', 'Luuq', 'Marka', 'Owdweyne', 'Qandala', 'Qansax Dheere', 'Qardho', 'Qoryooley', 'Rab Dhuure', 'Saakow', 'Sheikh', 'Taleex', 'Tayeeglow', 'Waajid', 'Wanla Weyn', 'Xarardheere', 'Xudun', 'Xudur', 'Zeylac']\n","Before cleaning data: ['AADSOM', 'AAH', 'AAI', 'AAMIN', 'AAOF', 'AAP', 'ABDMOH', 'ACF', 'ACTED', 'ADA', 'ADEC', 'ADO', 'ADRA', 'AFR', 'AGROCARE', 'ALIGHT-ARC', 'AMARD', 'ANPPCAN', 'AOCA', 'APCC', 'ARCO', 'ARD', 'ARDO', 'AREAS', 'ARIN', 'ARS', 'ASAL', 'ASEP', 'ASIP', 'AV', 'AVORD', 'AVSI', 'AYDA', 'AYODA', 'AYUUB', 'BADEF', 'BHA', 'BKC', 'BRADO', 'BTSC', 'CARE', 'CARWO', 'CDI', 'CEDA', 'CEFA', 'CESDO', 'CHEE', 'CI', 'CISP', 'CODHNET', 'COOPI', 'CPD', 'CRS', 'CWW', 'CeRID', 'DAN', 'DAWA', 'DBG', 'DEH', 'DF', 'DHO', 'DKH', 'DMO', 'DPA', 'DRC', 'DRRDO', 'Diaspora', 'EDRO', 'Elman', 'FAO', 'FCA', 'FDO', 'FENPS', 'GARDO', 'GAVO', 'GECPD', 'GIZ', 'GRDO', 'GREDO', 'GRRN', 'GSA', 'GSDO', 'HA', 'HADHR', 'HADMO', 'HADO', 'HAPEN', 'HARDO', 'HAVOYOCO', 'HCTO', 'HDC', 'HDO', 'HEAL', 'HF', 'HIDA', 'HIDIG', 'HILI', 'HIMFO', 'HINNA', 'HIRDA', 'HIRDO', 'HIWA', 'HOD', 'HORSOD', 'HPA', 'HRDO', 'HREC', 'HT', 'IHDO', 'IHH', 'IHRO', 'IMC', 'IOM', 'IRC', 'IRDO', 'IRW', 'ISDP', 'IVDO', 'JCC', 'JF', 'JLO', 'JUCRI', 'JUMAC', 'JUSALPA', 'KAAH', 'KAALO', 'KAF', 'KAHRDO', 'KAHRO', 'KARDO', 'KDO', 'KRD', 'KRDO', 'LIDOSOM', 'LLG', 'LQC', 'MAG', 'MARDO', 'MC', 'MCAN', 'MDO', 'MEDAIR', 'MESAF', 'MRDO', 'MRF', 'MS', 'Mercy-USA', 'MoE', 'MoEWR', 'MoH', 'NAF', 'NAGAAD', 'NAPAD', 'NARDO', 'NC', 'NCA', 'NIO', 'NODO', 'NPA', 'NRC', 'NWO', 'NoFYL', 'OC', 'ORDO', 'OSPAD', 'OXFAM', 'PAC', 'PAH', 'PALEPO', 'PASOS', 'PDA', 'PDO', 'PHF', 'PI', 'PMWDO', 'PRDO', 'PSA', 'PWDA', 'Puntland Y-PEER', 'QC', 'QRCS', 'RAAS', 'RDC', 'READO', 'RRDA', 'RRP', 'RUCODO', 'RW', 'SA', 'SAACID', 'SAADEO', 'SABA', 'SADO', 'SAF', 'SAF-UK', 'SAMA', 'SAREDO', 'SAYS', 'SBACO', 'SCAG', 'SCAN', 'SCC', 'SCI', 'SCO', 'SCWRW', 'SDC', 'SDF', 'SDIO', 'SDO', 'SDRO', 'SEA', 'SEDHURO', 'SEDO', 'SERDO', 'SF', 'SFH', 'SHACDO', 'SHEDU', 'SHF', 'SHO', 'SHRA', 'SID', 'SIF', 'SOBA', 'SOHRA', 'SOLO', 'SOMCES', 'SOMPLAN', 'SOMRELIEF', 'SOPHPA', 'SORDES', 'SORRDO', 'SOS', 'SOSDA', 'SOSTA', 'SOVA', 'SOYDA', 'SOYDAVO', 'SPL', 'SRCS', 'SRDA', 'SRDO', 'SSWC', 'SSWO', 'STA', 'SVDG', 'SWDC', 'SYPD', 'Sadakatasi', 'TAGF', 'TASCO', 'TASS', 'TIDES', 'TIS', 'TROCAIRE', 'TSS', 'TUOS', 'UNFPA', 'UNHCR', 'UNICEF', 'UNMAS', 'URDO', 'Ukroboronservice', 'VCI', 'VOSOMWO', 'VSF', 'WAAPO', 'WARDI', 'WARDO', 'WASDA', 'WFP', 'WHH', 'WHO', 'WISE', 'WOCSO', 'WOFA', 'WRRS', 'WVI', 'YES', 'YIA', 'YME', 'YOVENCO', 'ZAM']\n","After cleaning data: ['AADSOM', 'AAH', 'AAI', 'AAMIN', 'AAOF', 'AAP', 'ABDMOH', 'ACF', 'ACTED', 'ADA', 'ADEC', 'ADO', 'ADRA', 'AFR', 'AGROCARE', 'ALIGHT-ARC', 'AMARD', 'ANPPCAN', 'AOCA', 'APCC', 'ARCO', 'ARD', 'ARDO', 'AREAS', 'ARIN', 'ARS', 'ASAL', 'ASEP', 'ASIP', 'AV', 'AVORD', 'AVSI', 'AYDA', 'AYODA', 'AYUUB', 'BADEF', 'BHA', 'BKC', 'BRADO', 'BTSC', 'CARE', 'CARWO', 'CDI', 'CEDA', 'CEFA', 'CESDO', 'CHEE', 'CI', 'CISP', 'CODHNET', 'COOPI', 'CPD', 'CRS', 'CWW', 'CeRID', 'DAN', 'DAWA', 'DBG', 'DEH', 'DF', 'DHO', 'DKH', 'DMO', 'DPA', 'DRC', 'DRRDO', 'Diaspora', 'EDRO', 'Elman', 'FAO', 'FCA', 'FDO', 'FENPS', 'GARDO', 'GAVO', 'GECPD', 'GIZ', 'GRDO', 'GREDO', 'GRRN', 'GSA', 'GSDO', 'HA', 'HADHR', 'HADMO', 'HADO', 'HAPEN', 'HARDO', 'HAVOYOCO', 'HCTO', 'HDC', 'HDO', 'HEAL', 'HF', 'HIDA', 'HIDIG', 'HILI', 'HIMFO', 'HINNA', 'HIRDA', 'HIRDO', 'HIWA', 'HOD', 'HORSOD', 'HPA', 'HRDO', 'HREC', 'HT', 'IHDO', 'IHH', 'IHRO', 'IMC', 'IOM', 'IRC', 'IRDO', 'IRW', 'ISDP', 'IVDO', 'JCC', 'JF', 'JLO', 'JUCRI', 'JUMAC', 'JUSALPA', 'KAAH', 'KAALO', 'KAF', 'KAHRDO', 'KAHRO', 'KARDO', 'KDO', 'KRD', 'KRDO', 'LIDOSOM', 'LLG', 'LQC', 'MAG', 'MARDO', 'MC', 'MCAN', 'MDO', 'MEDAIR', 'MESAF', 'MRDO', 'MRF', 'MS', 'Mercy-USA', 'MoE', 'MoEWR', 'MoH', 'NAF', 'NAGAAD', 'NAPAD', 'NARDO', 'NC', 'NCA', 'NIO', 'NODO', 'NPA', 'NRC', 'NWO', 'NoFYL', 'OC', 'ORDO', 'OSPAD', 'OXFAM', 'PAC', 'PAH', 'PALEPO', 'PASOS', 'PDA', 'PDO', 'PHF', 'PI', 'PMWDO', 'PRDO', 'PSA', 'PWDA', 'Puntland Y-PEER', 'QC', 'QRCS', 'RAAS', 'RDC', 'READO', 'RRDA', 'RRP', 'RUCODO', 'RW', 'SA', 'SAACID', 'SAADEO', 'SABA', 'SADO', 'SAF', 'SAF-UK', 'SAMA', 'SAREDO', 'SAYS', 'SBACO', 'SCAG', 'SCAN', 'SCC', 'SCI', 'SCO', 'SCWRW', 'SDC', 'SDF', 'SDIO', 'SDO', 'SDRO', 'SEA', 'SEDHURO', 'SEDO', 'SERDO', 'SF', 'SFH', 'SHACDO', 'SHEDU', 'SHF', 'SHO', 'SHRA', 'SID', 'SIF', 'SOBA', 'SOHRA', 'SOLO', 'SOMCES', 'SOMPLAN', 'SOMRELIEF', 'SOPHPA', 'SORDES', 'SORRDO', 'SOS', 'SOSDA', 'SOSTA', 'SOVA', 'SOYDA', 'SOYDAVO', 'SPL', 'SRCS', 'SRDA', 'SRDO', 'SSWC', 'SSWO', 'STA', 'SVDG', 'SWDC', 'SYPD', 'Sadakatasi', 'TAGF', 'TASCO', 'TASS', 'TIDES', 'TIS', 'TROCAIRE', 'TSS', 'TUOS', 'UNFPA', 'UNHCR', 'UNICEF', 'UNMAS', 'URDO', 'Ukroboronservice', 'VCI', 'VOSOMWO', 'VSF', 'WAAPO', 'WARDI', 'WARDO', 'WASDA', 'WFP', 'WHH', 'WHO', 'WISE', 'WOCSO', 'WOFA', 'WRRS', 'WVI', 'YES', 'YIA', 'YME', 'YOVENCO', 'ZAM']\n","['Adan Yabaal', 'Afgooye', 'Afmadow', 'Baardheere', 'Badhaadhe', 'Baki', 'Balcad', 'Banadir', 'Bandarbeyla', 'Baraawe', 'Baydhaba', 'Belet Weyne', 'Belet Xaawo', 'Berbera', 'Borama', 'Bossaso', \"Bu'aale\", 'Bulo Burto', 'Burco', 'Burtinle', 'Buuhoodle', 'Buur Hakaba', 'Cabudwaaq', 'Cadaado', 'Cadale', 'Caluula', 'Caynabo', 'Ceel Afweyn', 'Ceel Barde', 'Ceel Buur', 'Ceel Dheer', 'Ceel Waaq', 'Ceerigaabo', 'Dhuusamarreeb', 'Diinsoor', 'Doolow', 'Eyl', 'Gaalkacyo', 'Galdogob', 'Garbahaarey', 'Garoowe', 'Gebiley', 'Hargeysa', 'Hobyo', 'Iskushuban', 'Jalalaqsi', 'Jamaame', 'Jariiban', 'Jilib', 'Jowhar', 'Kismaayo', 'Kurtunwaarey', 'Laas Caanood', 'Laasqoray', 'Lughaye', 'Luuq', 'Marka', 'Owdweyne', 'Qandala', 'Qansax Dheere', 'Qardho', 'Qoryooley', 'Rab Dhuure', 'Saakow', 'Sablaale', 'Sheikh', 'Taleex', 'Tayeeglow', 'Waajid', 'Wanla Weyn', 'Xarardheere', 'Xudun', 'Xudur', 'Zeylac']\n","['Adan Yabaal', 'Afgooye', 'Afmadow', 'Baardheere', 'Badhaadhe', 'Baki', 'Balcad', 'Banadir', 'Bandarbeyla', 'Baraawe', 'Baydhaba', 'Belet Weyne', 'Belet Xaawo', 'Berbera', 'Borama', 'Bossaso', \"Bu'aale\", 'Bulo Burto', 'Burco', 'Burtinle', 'Buuhoodle', 'Buur Hakaba', 'Cabudwaaq', 'Cadaado', 'Cadale', 'Caluula', 'Cayanabo', 'Caynabo', 'Ceel Afweyn', 'Ceel Barde', 'Ceel Buur', 'Ceel Dheer', 'Ceel Waaq', 'Ceerigaabo', 'Dhuusamarreeb', 'Diinsoor', 'Dinnsoor', 'Doolow', 'Eyl', 'Gaalkacyo', 'Galdogob', 'Garbahaarey', 'Garoowe', 'Gebiley', 'Hargeysa', 'Hobyo', 'Iskushuban', 'Jalalaqsi', 'Jamaame', 'Jariiban', 'Jilib', 'Jowhar', 'Kismaayo', 'Kurtunwaarey', 'Laas Caanood', 'Laasqoray', 'Lughaye', 'Luuq', 'Marka', 'Owdweyne', 'Qandala', 'Qansax Dheere', 'Qardho', 'Qoryooley', 'Rab Dhuure', 'Saakow', 'Sheikh', 'Taleex', 'Tayeeglow', 'Waajid', 'Wanla Weyn', 'Xarardheere', 'Xudun', 'Xudur', 'Zeylac']\n"," 0 _merge\n","50 Sablaale left_only\n"]},{"output_type":"execute_result","data":{"text/plain":[" 0 _merge\n","0 Banadir both\n","1 Borama both\n","2 Baki both\n","3 Lughaye both\n","4 Zeylac both\n",".. ... ...\n","69 Saakow both\n","70 Kismaayo both\n","71 Afmadow both\n","72 Badhaadhe both\n","73 Jamaame both\n","\n","[74 rows x 2 columns]"],"text/html":["\n","
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4Zeylacboth
.........
69Saakowboth
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\n"," "],"application/vnd.google.colaboratory.module+javascript":"\n import \"https://ssl.gstatic.com/colaboratory/data_table/a8bd4d5e58f96183/data_table.js\";\n\n window.createDataTable({\n data: [[{\n 'v': 0,\n 'f': \"0\",\n },\n\"Banadir\",\n\"both\"],\n [{\n 'v': 1,\n 'f': \"1\",\n },\n\"Borama\",\n\"both\"],\n [{\n 'v': 2,\n 'f': \"2\",\n },\n\"Baki\",\n\"both\"],\n [{\n 'v': 3,\n 'f': \"3\",\n },\n\"Lughaye\",\n\"both\"],\n [{\n 'v': 4,\n 'f': \"4\",\n },\n\"Zeylac\",\n\"both\"],\n [{\n 'v': 5,\n 'f': \"5\",\n },\n\"Hargeysa\",\n\"both\"],\n [{\n 'v': 6,\n 'f': \"6\",\n },\n\"Berbera\",\n\"both\"],\n [{\n 'v': 7,\n 'f': \"7\",\n },\n\"Gebiley\",\n\"both\"],\n [{\n 'v': 8,\n 'f': \"8\",\n },\n\"Burco\",\n\"both\"],\n [{\n 'v': 9,\n 'f': \"9\",\n },\n\"Buuhoodle\",\n\"both\"],\n [{\n 'v': 10,\n 'f': \"10\",\n },\n\"Owdweyne\",\n\"both\"],\n [{\n 'v': 11,\n 'f': \"11\",\n },\n\"Sheikh\",\n\"both\"],\n [{\n 'v': 12,\n 'f': \"12\",\n },\n\"Laas Caanood\",\n\"both\"],\n [{\n 'v': 13,\n 'f': \"13\",\n },\n\"Caynabo\",\n\"both\"],\n [{\n 'v': 14,\n 'f': \"14\",\n },\n\"Taleex\",\n\"both\"],\n [{\n 'v': 15,\n 'f': \"15\",\n },\n\"Xudun\",\n\"both\"],\n [{\n 'v': 16,\n 'f': \"16\",\n },\n\"Ceerigaabo\",\n\"both\"],\n [{\n 'v': 17,\n 'f': \"17\",\n },\n\"Ceel Afweyn\",\n\"both\"],\n [{\n 'v': 18,\n 'f': \"18\",\n },\n\"Laasqoray\",\n\"both\"],\n [{\n 'v': 19,\n 'f': \"19\",\n },\n\"Bossaso\",\n\"both\"],\n [{\n 'v': 20,\n 'f': \"20\",\n },\n\"Bandarbeyla\",\n\"both\"],\n [{\n 'v': 21,\n 'f': \"21\",\n },\n\"Caluula\",\n\"both\"],\n [{\n 'v': 22,\n 'f': \"22\",\n },\n\"Iskushuban\",\n\"both\"],\n [{\n 'v': 23,\n 'f': \"23\",\n },\n\"Qandala\",\n\"both\"],\n [{\n 'v': 24,\n 'f': \"24\",\n },\n\"Qardho\",\n\"both\"],\n [{\n 'v': 25,\n 'f': \"25\",\n },\n\"Garoowe\",\n\"both\"],\n [{\n 'v': 26,\n 'f': \"26\",\n },\n\"Burtinle\",\n\"both\"],\n [{\n 'v': 27,\n 'f': \"27\",\n },\n\"Eyl\",\n\"both\"],\n [{\n 'v': 28,\n 'f': \"28\",\n },\n\"Gaalkacyo\",\n\"both\"],\n [{\n 'v': 29,\n 'f': \"29\",\n },\n\"Galdogob\",\n\"both\"],\n [{\n 'v': 30,\n 'f': \"30\",\n },\n\"Hobyo\",\n\"both\"],\n [{\n 'v': 31,\n 'f': \"31\",\n },\n\"Jariiban\",\n\"both\"],\n [{\n 'v': 32,\n 'f': \"32\",\n },\n\"Xarardheere\",\n\"both\"],\n [{\n 'v': 33,\n 'f': \"33\",\n },\n\"Dhuusamarreeb\",\n\"both\"],\n [{\n 'v': 34,\n 'f': \"34\",\n },\n\"Cabudwaaq\",\n\"both\"],\n [{\n 'v': 35,\n 'f': \"35\",\n },\n\"Cadaado\",\n\"both\"],\n [{\n 'v': 36,\n 'f': \"36\",\n },\n\"Ceel Buur\",\n\"both\"],\n [{\n 'v': 37,\n 'f': \"37\",\n },\n\"Ceel Dheer\",\n\"both\"],\n [{\n 'v': 38,\n 'f': \"38\",\n },\n\"Belet Weyne\",\n\"both\"],\n [{\n 'v': 39,\n 'f': \"39\",\n },\n\"Bulo Burto\",\n\"both\"],\n [{\n 'v': 40,\n 'f': \"40\",\n },\n\"Jalalaqsi\",\n\"both\"],\n [{\n 'v': 41,\n 'f': \"41\",\n },\n\"Jowhar\",\n\"both\"],\n [{\n 'v': 42,\n 'f': \"42\",\n },\n\"Adan Yabaal\",\n\"both\"],\n [{\n 'v': 43,\n 'f': \"43\",\n },\n\"Balcad\",\n\"both\"],\n [{\n 'v': 44,\n 'f': \"44\",\n },\n\"Cadale\",\n\"both\"],\n [{\n 'v': 45,\n 'f': \"45\",\n },\n\"Marka\",\n\"both\"],\n [{\n 'v': 46,\n 'f': \"46\",\n },\n\"Afgooye\",\n\"both\"],\n [{\n 'v': 47,\n 'f': \"47\",\n },\n\"Baraawe\",\n\"both\"],\n [{\n 'v': 48,\n 'f': \"48\",\n },\n\"Kurtunwaarey\",\n\"both\"],\n [{\n 'v': 49,\n 'f': \"49\",\n },\n\"Qoryooley\",\n\"both\"],\n [{\n 'v': 50,\n 'f': \"50\",\n },\n\"Sablaale\",\n\"left_only\"],\n [{\n 'v': 51,\n 'f': \"51\",\n },\n\"Wanla Weyn\",\n\"both\"],\n [{\n 'v': 52,\n 'f': \"52\",\n },\n\"Baydhaba\",\n\"both\"],\n [{\n 'v': 53,\n 'f': \"53\",\n },\n\"Buur Hakaba\",\n\"both\"],\n [{\n 'v': 54,\n 'f': \"54\",\n },\n\"Diinsoor\",\n\"both\"],\n [{\n 'v': 55,\n 'f': \"55\",\n },\n\"Qansax Dheere\",\n\"both\"],\n [{\n 'v': 56,\n 'f': \"56\",\n },\n\"Xudur\",\n\"both\"],\n [{\n 'v': 57,\n 'f': \"57\",\n },\n\"Ceel Barde\",\n\"both\"],\n [{\n 'v': 58,\n 'f': \"58\",\n },\n\"Tayeeglow\",\n\"both\"],\n [{\n 'v': 59,\n 'f': \"59\",\n },\n\"Waajid\",\n\"both\"],\n [{\n 'v': 60,\n 'f': \"60\",\n },\n\"Rab Dhuure\",\n\"both\"],\n [{\n 'v': 61,\n 'f': \"61\",\n },\n\"Garbahaarey\",\n\"both\"],\n [{\n 'v': 62,\n 'f': \"62\",\n },\n\"Baardheere\",\n\"both\"],\n [{\n 'v': 63,\n 'f': \"63\",\n },\n\"Belet Xaawo\",\n\"both\"],\n [{\n 'v': 64,\n 'f': \"64\",\n },\n\"Ceel Waaq\",\n\"both\"],\n [{\n 'v': 65,\n 'f': \"65\",\n },\n\"Doolow\",\n\"both\"],\n [{\n 'v': 66,\n 'f': \"66\",\n },\n\"Luuq\",\n\"both\"],\n [{\n 'v': 67,\n 'f': \"67\",\n },\n\"Bu'aale\",\n\"both\"],\n [{\n 'v': 68,\n 'f': \"68\",\n },\n\"Jilib\",\n\"both\"],\n [{\n 'v': 69,\n 'f': \"69\",\n },\n\"Saakow\",\n\"both\"],\n [{\n 'v': 70,\n 'f': \"70\",\n },\n\"Kismaayo\",\n\"both\"],\n [{\n 'v': 71,\n 'f': \"71\",\n },\n\"Afmadow\",\n\"both\"],\n [{\n 'v': 72,\n 'f': \"72\",\n },\n\"Badhaadhe\",\n\"both\"],\n [{\n 'v': 73,\n 'f': \"73\",\n },\n\"Jamaame\",\n\"both\"]],\n columns: [[\"number\", \"index\"], [\"string\", \"0\"], [\"string\", \"_merge\"]],\n columnOptions: [{\"width\": \"1px\", \"className\": \"index_column\"}],\n rowsPerPage: 25,\n helpUrl: \"https://colab.research.google.com/notebooks/data_table.ipynb\",\n suppressOutputScrolling: true,\n minimumWidth: undefined,\n });\n "},"metadata":{},"execution_count":97}]},{"cell_type":"markdown","source":["Data manipulation"],"metadata":{"id":"kWsbGu20RdjM"}},{"cell_type":"code","source":["#Get a count of operational presence by region\n","Somalia_Ops_presence=Som_AidCoord[['District','Org_Acronym']].groupby(['District']).count()\n","#change coordinate reference system and get area\n","Region_shp.geometry=Region_shp.geometry.to_crs(epsg='4326')\n","Region_shp['Area']=Region_shp.geometry.area\n","\n","#Aid provided by Region\n","Som_Region_OPs=pd.merge(Somalia_Ops_presence,Region_shp,left_on='District',right_on='admin2Name',how='right',indicator=True)\n","Som_Region_OPs = gpd.GeoDataFrame(Som_Region_OPs, geometry='geometry')\n","#Operation presence fillna with 0\n","Som_Region_OPs['Org_Acronym']=Som_Region_OPs['Org_Acronym'].fillna(0.0001)\n","\n","#get Regional operational presence density\n","Som_Region_OPs['Ops_Density']=Som_Region_OPs.apply(lambda x: x.Area/x.Org_Acronym,axis=1)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"A_op_w-kRdVI","executionInfo":{"status":"ok","timestamp":1670131406912,"user_tz":-480,"elapsed":538,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"3b579c03-9972-44a4-dd29-b91db99128ea"},"execution_count":185,"outputs":[{"output_type":"stream","name":"stderr","text":[":5: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n","\n"," Region_shp['Area']=Region_shp.geometry.area\n"]}]},{"cell_type":"markdown","source":["Mapping Choropleth"],"metadata":{"id":"OV0rBiJUb4WS"}},{"cell_type":"code","source":["Somalia=[8.408416,48.4828]\n","OP=folium.Map(location=Somalia, zoom_start=6)\n","\n","\n","\n","#guide:https://towardsdatascience.com/the-battle-of-choropleths-part-3-folium-86ab1232afc\n","\n","#First determine your maximum and minimum values - this becomes the basis for the steps in the map\n","vmax = Som_Region_OPs['Ops_Density'].max()\n","vmin = Som_Region_OPs['Ops_Density'].min()\n","colormap = cm.LinearColormap(colors=['red','orange','yellow', '#c7f6b6' ,'#c7f6b6','green'], \n"," vmin=vmin,\n"," vmax=vmax,caption='Regional Operational Presence in Somalia')\n","\n","n_steps = 6 # Quantiles\n","list_of_values = Som_Region_OPs['Ops_Density'].sort_values()\n","#Remove all 0's as the geopandas version did not count 0 on the count of merging\n","list_of_values = [i for i in list_of_values if i != 0]\n","length = len(list_of_values)\n","index = [list_of_values[int((length/n_steps)*i)] for i in range(n_steps)]\n","print(index)\n","colormap = colormap.to_step(index=index)\n","colormap.add_to(OP)\n","#Add the colormap as a legend\n","\n","\n","# First create a function that would call on these values\n","style_function = lambda x: {\"weight\":1.0, \n"," 'color':'brown',\n"," 'fillColor':colormap(x['properties']['Ops_Density']), \n"," 'fillOpacity':0.3}\n","\n","\n","\n","\n","#Save it as an object so you can add it\n","\n","\n","for _, r in Region_shp.iterrows():\n"," sim_geo = gpd.GeoSeries(r['geometry']).simplify(tolerance=0.001)\n"," geo_j = sim_geo.to_json()\n"," geo_j = folium.GeoJson(data=Som_Region_OPs,style_function=style_function,\n"," overlay=True)\n"," geo_j.add_to(OP) \n","\n","\n","\n","\n","\n","display(OP)\n","OP.save('/content/Somalia_Ops_Presence.html')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":985,"output_embedded_package_id":"1Eh4AYCGKc7ZeyxhWr9dn6Cbys1wrFCu5"},"id":"sxXsOXF1auhp","executionInfo":{"status":"ok","timestamp":1670134365977,"user_tz":-480,"elapsed":20585,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"c00c25d8-cacd-44c1-bb02-9485b48200f2"},"execution_count":229,"outputs":[{"output_type":"display_data","data":{"text/plain":"Output hidden; open in https://colab.research.google.com to view."},"metadata":{}}]},{"cell_type":"code","source":[],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":66212},"id":"lxc0hTbak_b1","executionInfo":{"status":"ok","timestamp":1670131225964,"user_tz":-480,"elapsed":934,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"0788d89c-bd05-4b92-cec6-40001c679ea4"},"execution_count":179,"outputs":[{"output_type":"execute_result","data":{"text/plain":[" Org_Acronym OBJECTID_1 admin2Name admin2Pcod admin2RefN admin2AltN \\\n","0 3033.0 1 Banadir SO2201 Banadir None \n","1 219.0 2 Borama SO1101 Borama Boorama \n","2 260.0 3 Baki SO1102 Baki None \n","3 106.0 4 Lughaye SO1103 Lughaye None \n","4 79.0 5 Zeylac SO1104 Zeylac Saylac \n",".. ... ... ... ... ... ... \n","69 430.0 70 Saakow SO2703 Saakow Sakow \n","70 1451.0 71 Kismaayo SO2801 Kismaayo Kismayo \n","71 1043.0 72 Afmadow SO2802 Afmadow None \n","72 481.0 73 Badhaadhe SO2803 Badhaadhe Badhadhe \n","73 168.0 74 Jamaame SO2804 Jamaame Jamame \n","\n"," admin2Al_1 admin1Name admin1Pcod admin0Name admin0Pcod date \\\n","0 None Banadir SO22 Somalia SO 2014-06-06 \n","1 None Awdal SO11 Somalia SO 2014-06-06 \n","2 None Awdal SO11 Somalia SO 2014-06-06 \n","3 None Awdal SO11 Somalia SO 2014-06-06 \n","4 None Awdal SO11 Somalia SO 2014-06-06 \n",".. ... ... ... ... ... ... \n","69 None Middle Juba SO27 Somalia SO 2014-06-06 \n","70 None Lower Juba SO28 Somalia SO 2014-06-06 \n","71 None Lower Juba SO28 Somalia SO 2014-06-06 \n","72 None Lower Juba SO28 Somalia SO 2014-06-06 \n","73 None Lower Juba SO28 Somalia SO 2014-06-06 \n","\n"," validOn ValidTo Shape_Leng Shape_Area \\\n","0 2017-04-05 None 0.864205 0.019619 \n","1 2017-04-05 None 2.403698 0.254798 \n","2 2017-04-05 None 2.871573 0.282360 \n","3 2017-04-05 None 2.334272 0.275737 \n","4 2017-04-05 None 3.852047 0.499583 \n",".. ... ... ... ... \n","69 2017-04-05 None 3.868911 0.654011 \n","70 2017-04-05 None 5.532878 0.749813 \n","71 2017-04-05 None 5.871596 2.174108 \n","72 2017-04-05 None 4.657717 0.793048 \n","73 2017-04-05 None 1.825811 0.175052 \n","\n"," geometry Area _merge \\\n","0 POLYGON ((45.61720 2.18585, 45.61871 2.18601, ... 0.019619 both \n","1 POLYGON ((43.35094 10.05094, 43.33094 9.84096,... 0.254798 both \n","2 POLYGON ((44.23660 10.47312, 44.15096 10.32091... 0.282360 both \n","3 POLYGON ((44.07241 10.59786, 43.46094 10.38091... 0.275737 both \n","4 MULTIPOLYGON (((43.46797 11.42739, 43.45518 11... 0.499583 both \n",".. ... ... ... \n","69 POLYGON ((42.95330 1.48243, 42.23090 1.51171, ... 0.654011 both \n","70 MULTIPOLYGON (((42.03180 -1.01986, 42.02406 -1... 0.749813 both \n","71 POLYGON ((41.00146 -0.19648, 40.99565 -0.19731... 2.174108 both \n","72 MULTIPOLYGON (((41.92670 -1.16192, 41.92260 -1... 0.793048 both \n","73 POLYGON ((42.72680 0.32868, 42.73091 0.31182, ... 0.175052 both \n","\n"," Ops_Density \n","0 0.000006 \n","1 0.001163 \n","2 0.001086 \n","3 0.002601 \n","4 0.006324 \n",".. ... \n","69 0.001521 \n","70 0.000517 \n","71 0.002084 \n","72 0.001649 \n","73 0.001042 \n","\n","[74 rows x 20 columns]"],"text/html":["\n","
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Org_AcronymOBJECTID_1admin2Nameadmin2Pcodadmin2RefNadmin2AltNadmin2Al_1admin1Nameadmin1Pcodadmin0Nameadmin0PcoddatevalidOnValidToShape_LengShape_AreageometryArea_mergeOps_Density
03033.01BanadirSO2201BanadirNoneNoneBanadirSO22SomaliaSO2014-06-062017-04-05None0.8642050.019619POLYGON ((45.61720 2.18585, 45.61871 2.18601, ...0.019619both0.000006
1219.02BoramaSO1101BoramaBooramaNoneAwdalSO11SomaliaSO2014-06-062017-04-05None2.4036980.254798POLYGON ((43.35094 10.05094, 43.33094 9.84096,...0.254798both0.001163
2260.03BakiSO1102BakiNoneNoneAwdalSO11SomaliaSO2014-06-062017-04-05None2.8715730.282360POLYGON ((44.23660 10.47312, 44.15096 10.32091...0.282360both0.001086
3106.04LughayeSO1103LughayeNoneNoneAwdalSO11SomaliaSO2014-06-062017-04-05None2.3342720.275737POLYGON ((44.07241 10.59786, 43.46094 10.38091...0.275737both0.002601
479.05ZeylacSO1104ZeylacSaylacNoneAwdalSO11SomaliaSO2014-06-062017-04-05None3.8520470.499583MULTIPOLYGON (((43.46797 11.42739, 43.45518 11...0.499583both0.006324
...............................................................
69430.070SaakowSO2703SaakowSakowNoneMiddle JubaSO27SomaliaSO2014-06-062017-04-05None3.8689110.654011POLYGON ((42.95330 1.48243, 42.23090 1.51171, ...0.654011both0.001521
701451.071KismaayoSO2801KismaayoKismayoNoneLower JubaSO28SomaliaSO2014-06-062017-04-05None5.5328780.749813MULTIPOLYGON (((42.03180 -1.01986, 42.02406 -1...0.749813both0.000517
711043.072AfmadowSO2802AfmadowNoneNoneLower JubaSO28SomaliaSO2014-06-062017-04-05None5.8715962.174108POLYGON ((41.00146 -0.19648, 40.99565 -0.19731...2.174108both0.002084
72481.073BadhaadheSO2803BadhaadheBadhadheNoneLower JubaSO28SomaliaSO2014-06-062017-04-05None4.6577170.793048MULTIPOLYGON (((41.92670 -1.16192, 41.92260 -1...0.793048both0.001649
73168.074JamaameSO2804JamaameJamameNoneLower JubaSO28SomaliaSO2014-06-062017-04-05None1.8258110.175052POLYGON ((42.72680 0.32868, 42.73091 0.31182, ...0.175052both0.001042
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74 rows × 20 columns

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\"Shape_Leng\"], [\"number\", \"Shape_Area\"], [\"string\", \"geometry\"], [\"number\", \"Area\"], [\"string\", \"_merge\"], [\"number\", \"Ops_Density\"]],\n columnOptions: [{\"width\": \"1px\", \"className\": \"index_column\"}],\n rowsPerPage: 25,\n helpUrl: \"https://colab.research.google.com/notebooks/data_table.ipynb\",\n suppressOutputScrolling: true,\n minimumWidth: undefined,\n });\n "},"metadata":{},"execution_count":179}]}]} \ No newline at end of file diff --git a/Folium Geospatial work/Somalia_shapefile (1).ipynb b/Folium Geospatial work/Somalia_shapefile (1).ipynb new file mode 100644 index 0000000..5390691 --- /dev/null +++ b/Folium Geospatial work/Somalia_shapefile (1).ipynb @@ -0,0 +1 @@ +{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ddMTKJxzbpe4","outputId":"13003cc6-30d9-4a72-ffc6-81b42ed3a499","executionInfo":{"status":"ok","timestamp":1670121531846,"user_tz":-480,"elapsed":51697,"user":{"displayName":"Marcus","userId":"17085036624025663777"}}},"outputs":[{"output_type":"stream","name":"stdout","text":["Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Collecting pyshp\n"," Downloading pyshp-2.3.1-py2.py3-none-any.whl (46 kB)\n","\u001b[K |████████████████████████████████| 46 kB 1.5 MB/s \n","\u001b[?25hInstalling collected packages: pyshp\n","Successfully installed pyshp-2.3.1\n","Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Collecting pyproj\n"," Downloading pyproj-3.4.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (7.8 MB)\n","\u001b[K |████████████████████████████████| 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Done\n","Building dependency tree \n","Reading state information... Done\n","The following package was automatically installed and is no longer required:\n"," libnvidia-common-460\n","Use 'sudo apt autoremove' to remove it.\n","The following additional packages will be installed:\n"," libspatialindex-c4v5 libspatialindex4v5\n","The following NEW packages will be installed:\n"," libspatialindex-c4v5 libspatialindex-dev libspatialindex4v5\n","0 upgraded, 3 newly installed, 0 to remove and 7 not upgraded.\n","Need to get 555 kB of archives.\n","After this operation, 3,308 kB of additional disk space will be used.\n","Get:1 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libspatialindex4v5 amd64 1.8.5-5 [219 kB]\n","Get:2 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libspatialindex-c4v5 amd64 1.8.5-5 [51.7 kB]\n","Get:3 http://archive.ubuntu.com/ubuntu bionic/universe amd64 libspatialindex-dev amd64 1.8.5-5 [285 kB]\n","Fetched 555 kB in 1s (704 kB/s)\n","debconf: unable to initialize frontend: Dialog\n","debconf: (No usable dialog-like program is installed, so the dialog based frontend cannot be used. at /usr/share/perl5/Debconf/FrontEnd/Dialog.pm line 76, <> line 3.)\n","debconf: falling back to frontend: Readline\n","debconf: unable to initialize frontend: Readline\n","debconf: (This frontend requires a controlling tty.)\n","debconf: falling back to frontend: Teletype\n","dpkg-preconfigure: unable to re-open stdin: \n","Selecting previously unselected package libspatialindex4v5:amd64.\n","(Reading database ... 124015 files and directories currently installed.)\n","Preparing to unpack .../libspatialindex4v5_1.8.5-5_amd64.deb ...\n","Unpacking libspatialindex4v5:amd64 (1.8.5-5) ...\n","Selecting previously unselected package libspatialindex-c4v5:amd64.\n","Preparing to unpack .../libspatialindex-c4v5_1.8.5-5_amd64.deb ...\n","Unpacking libspatialindex-c4v5:amd64 (1.8.5-5) ...\n","Selecting previously unselected package libspatialindex-dev:amd64.\n","Preparing to unpack .../libspatialindex-dev_1.8.5-5_amd64.deb 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geopandas-0.12.1 munch-2.5.0\n"]}],"source":["\n","!pip install pyshp\n","!pip install pyproj\n","!pip install geopy\n","\n","!sudo apt install libspatialindex-dev\n","!pip install rtree\n","!pip install pygeos\n","!pip install folium\n","!pip install geopandas"]},{"cell_type":"code","execution_count":5,"metadata":{"id":"0772Fi2UldGe","executionInfo":{"status":"ok","timestamp":1670129388565,"user_tz":-480,"elapsed":513,"user":{"displayName":"Marcus","userId":"17085036624025663777"}}},"outputs":[],"source":["#import\n","\n","import pygeos\n","from shapely.geometry import Point\n","import geopandas as gpd\n","import os\n","import pandas as pd\n","import numpy as np\n","\n","import shapefile\n","import pyproj #https://stackoverflow.com/questions/68317672/coordinate-conversion-script-isnt-giving-me-an-accurate-reading-svy21-to-wgs84\n","import geopy.distance #https://stackoverflow.com/questions/19412462/getting-distance-between-two-points-based-on-latitude-longitude\n","\n","import geopandas as gpd\n","import folium\n","import branca\n","import branca.colormap as cm"]},{"cell_type":"markdown","metadata":{"id":"lJO5_TM2kkeS"},"source":["Extracting and converting the necessary Shapefile data into Geodataframes\n","\n","Somalia_all_roads data link:https://data.humdata.org/dataset/56077ecb-d91d-4836-9431-9c00ab122a02/resource/035c6614-759c-492b-bea3-aaef5e342350/download/somalia_allroads.zip\n","\n","Somalia regional data link:https://geoportal.icpac.net/layers/geonode%3Asom_admbnda_adm2_undp"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"Nm6OtAtskkeX"},"outputs":[],"source":["#Turning Somalia_all_road_shp to Geo_Dataframe\n","Road_shp = gpd.read_file('https://data.humdata.org/dataset/56077ecb-d91d-4836-9431-9c00ab122a02/resource/035c6614-759c-492b-bea3-aaef5e342350/download/somalia_allroads.zip')\n","Road_shp.geometry=Road_shp.geometry.to_crs(epsg='4326')\n","\n","#Turning Somalia Regional data into Geo_Dataframe\n","Region_shp= gpd.read_file('https://geoportal.icpac.net/geoserver/ows?service=WFS&version=1.0.0&request=GetFeature&typename=geonode%3Asom_admbnda_adm2_undp&outputFormat=SHAPE-ZIP&srs=EPSG%3A4326&format_options=charset%3AUTF-8')\n","Region_shp.geometry=Region_shp.geometry.to_crs(epsg='4326')"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5TD6uISakkeZ","executionInfo":{"status":"ok","timestamp":1670121541094,"user_tz":-480,"elapsed":2046,"user":{"displayName":"Marcus","userId":"17085036624025663777"}},"outputId":"b946f869-ccc1-4786-996d-db039867b7ec"},"outputs":[{"output_type":"stream","name":"stderr","text":[":2: UserWarning: Geometry is in a geographic CRS. Results from 'area' are likely incorrect. Use 'GeoSeries.to_crs()' to re-project geometries to a projected CRS before this operation.\n","\n"," Region_shp['Area']=Region_shp.geometry.area\n"]},{"output_type":"stream","name":"stdout","text":[" FNODE_ TNODE_ LPOLY_ RPOLY_ LENGTH NEW_RD99_ NEW_RD99_I CODE \\\n","0 1 2 2 1 0.039 1 2 2 \n","1 2 3 3 1 0.049 2 2 2 \n","2 3 5 3 1 0.078 3 2 2 \n","3 5 6 3 1 0.004 4 2 2 \n","4 7 4 1 4 0.068 5 2 2 \n","... ... ... ... ... ... ... ... ... \n","52125 41187 40140 0 0 0.044 54108 3 3 \n","52126 149 40053 0 0 0.034 54109 3 3 \n","52219 40056 41251 0 0 0.030 54223 2 2 \n","52220 41251 40053 0 0 0.035 54224 2 2 \n","52221 41187 41251 0 0 0.060 54225 2 2 \n","\n"," TYPE geometry ... \\\n","0 Secondary road LINESTRING (50.78830 11.96008, 50.78576 11.961... ... \n","1 Secondary road LINESTRING (50.75081 11.96002, 50.74738 11.958... ... \n","2 Secondary road LINESTRING (50.70604 11.94115, 50.70287 11.939... ... \n","3 Secondary road LINESTRING (50.63219 11.92614, 50.62862 11.92570) ... \n","4 Secondary road LINESTRING (50.93417 11.92755, 50.93747 11.92661) ... \n","... ... ... ... \n","52125 Track LINESTRING (41.02073 -0.59729, 41.03175 -0.602... ... \n","52126 Track LINESTRING (40.99973 -0.52436, 41.00205 -0.525... ... \n","52219 Secondary road LINESTRING (41.08111 -0.54549, 41.07217 -0.548... ... \n","52220 Secondary road LINESTRING (41.05297 -0.54867, 41.04607 -0.547... ... \n","52221 Secondary road LINESTRING (41.02073 -0.59729, 41.02426 -0.590... ... \n","\n"," admin1Name admin1Pcod admin0Name admin0Pcod date validOn \\\n","0 Bari SO16 Somalia SO 2014-06-06 2017-04-05 \n","1 Bari SO16 Somalia SO 2014-06-06 2017-04-05 \n","2 Bari SO16 Somalia SO 2014-06-06 2017-04-05 \n","3 Bari SO16 Somalia SO 2014-06-06 2017-04-05 \n","4 Bari SO16 Somalia SO 2014-06-06 2017-04-05 \n","... ... ... ... ... ... ... \n","52125 Lower Juba SO28 Somalia SO 2014-06-06 2017-04-05 \n","52126 Lower Juba SO28 Somalia SO 2014-06-06 2017-04-05 \n","52219 Lower Juba SO28 Somalia SO 2014-06-06 2017-04-05 \n","52220 Lower Juba SO28 Somalia SO 2014-06-06 2017-04-05 \n","52221 Lower Juba SO28 Somalia SO 2014-06-06 2017-04-05 \n","\n"," ValidTo Shape_Leng Shape_Area Area \n","0 None 2.845210 0.375613 0.375613 \n","1 None 2.845210 0.375613 0.375613 \n","2 None 2.845210 0.375613 0.375613 \n","3 None 2.845210 0.375613 0.375613 \n","4 None 2.845210 0.375613 0.375613 \n","... ... ... ... ... \n","52125 None 4.657717 0.793048 0.793048 \n","52126 None 4.657717 0.793048 0.793048 \n","52219 None 4.657717 0.793048 0.793048 \n","52220 None 4.657717 0.793048 0.793048 \n","52221 None 4.657717 0.793048 0.793048 \n","\n","[54334 rows x 27 columns]\n"]}],"source":["#get Area of region\n","Region_shp['Area']=Region_shp.geometry.area\n","#Look at which road intersects with what region\n","Road_within_Region=gpd.sjoin(Road_shp,Region_shp,predicate='intersects')\n","\n","print(Road_within_Region)\n","#Do a count\n","Rcount_within_Region=pd.DataFrame(Road_within_Region,columns=['admin2Name','TYPE'])\n","Rcount_within_Region.reset_index(inplace=True)\n","Rcount_within_Region_bytown=Rcount_within_Region.groupby(['admin2Name','TYPE']).count()\n","Rcount_within_Region_bytown.rename(columns={\"index\":\"Number_of_road\"},inplace=True)\n","Rcount_within_Region_bytown.reset_index(inplace=True)\n","\n","#########################################################\n","##Get Number of all road types within each region [TAKE NOTE OF ONLY THESE 3 dataframes]\n","\n","#Major road\n","Major_Road_density=Rcount_within_Region_bytown.loc[(Rcount_within_Region_bytown['TYPE']=='Major road')]\n","Major_Road_density=pd.merge(Region_shp[['Area','admin2Name']],Major_Road_density,on='admin2Name')\n","Major_Road_density['Region_road_Density']=Major_Road_density.apply(lambda x: x.Area/x.Number_of_road,axis=1)\n","\n","#Secondary road\n","Secondary_road_density=Rcount_within_Region_bytown.loc[(Rcount_within_Region_bytown['TYPE']=='Secondary road')]\n","Secondary_road_density=pd.merge(Region_shp[['Area','admin2Name']],Secondary_road_density,on='admin2Name')\n","Secondary_road_density['Region_road_Density']=Secondary_road_density.apply(lambda x: x.Area/x.Number_of_road,axis=1)\n","\n","#Track\n","Track_density=Rcount_within_Region_bytown.loc[(Rcount_within_Region_bytown['TYPE']=='Track')]\n","Track_density=pd.merge(Region_shp[['Area','admin2Name']],Track_density,on='admin2Name')\n","Track_density['Region_road_Density']=Track_density.apply(lambda x: x.Area/x.Number_of_road,axis=1)\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"wCwsD_Kozyld","outputId":"54f005b5-cf8a-4c4c-a8b8-4c723e5837f9","colab":{"base_uri":"https://localhost:8080/","height":1000},"executionInfo":{"status":"ok","timestamp":1670091254655,"user_tz":-480,"elapsed":1487,"user":{"displayName":"Marcus","userId":"17085036624025663777"}}},"outputs":[{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.8/dist-packages/folium/folium.py:409: FutureWarning: The choropleth method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n"," warnings.warn(\n"]},{"output_type":"display_data","data":{"text/plain":[""],"text/html":["
Make this Notebook Trusted to load map: File -> Trust Notebook
"]},"metadata":{}},{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.8/dist-packages/folium/folium.py:409: FutureWarning: The choropleth method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n"," warnings.warn(\n","/usr/local/lib/python3.8/dist-packages/folium/folium.py:409: FutureWarning: The choropleth method has been deprecated. Instead use the new Choropleth class, which has the same arguments. See the example notebook 'GeoJSON_and_choropleth' for how to do this.\n"," warnings.warn(\n"]},{"output_type":"display_data","data":{"text/plain":[""],"text/html":["
Make this Notebook Trusted to load map: File -> Trust Notebook
"]},"metadata":{}}],"source":["'''\n","#utilising folium to create map\n","Somalia=[8.408416,48.4828]\n","m=folium.Map(location=Somalia, zoom_start=8)\n","\n","#Road data\n","Road_style_function = lambda x: {\n"," 'color' : 'brown',\n"," 'opacity' : 0.50,\n"," 'weight' : 0.5,\n","}\n","#link:https://geopandas.org/en/stable/gallery/polygon_plotting_with_folium.html\n","for _, r in Road_shp.iterrows():\n"," sim_geo = gpd.GeoSeries(r['geometry']).simplify(tolerance=0.001)\n"," geo_j = sim_geo.to_json()\n"," geo_j = folium.GeoJson(data=geo_j,style_function=Road_style_function)\n"," geo_j.add_to(m)\n","\n","#Region data\n","\n","#Polygon style link:https://gis.stackexchange.com/questions/228214/how-to-give-color-to-polygon-border-in-leaflet-map\n","Region_style_function = lambda x: {\n"," 'color' : 'red',\n"," 'opacity' : 0.50,\n"," 'weight' : 2,\n","}\n"," \n","for _, r in Region_shp.iterrows():\n"," sim_geo = gpd.GeoSeries(r['geometry']).simplify(tolerance=0.001)\n"," geo_j = sim_geo.to_json()\n"," geo_j = folium.GeoJson(data=geo_j,style_function=Region_style_function,\n"," overlay=True)\n"," geo_j.add_to(m) \n","\n","\n","\n","\n","display(m)\n","m.save(\"somalia.html\")\n","\n","'''\n","\n","\n","\n","\n","#Add Choropleth Major Roads\n","Somalia=[8.408416,48.4828]\n","major=folium.Map(location=Somalia, zoom_start=6)\n","major.choropleth(geo_data=Region_shp,name='geometry',data=Major_Road_density,columns=['admin2Name','Region_road_Density'],key_on='feature.properties.admin2Name',fill_color='BuGn',fill_opacity=0.75,line_opacity=0.5,legend_name='Region Major Road Density')\n","folium.LayerControl().add_to(major)\n","\n","display(major)\n","major.save(\"somalia_Major_Road_density.html\")\n","\n","\n","##Secondary Road Density Heat Map\n","Somalia=[8.408416,48.4828]\n","Secondary=folium.Map(location=Somalia, zoom_start=6)\n","Secondary.choropleth(geo_data=Region_shp,name='geometry',data=Secondary_road_density,columns=['admin2Name','Region_road_Density'],key_on='feature.properties.admin2Name',fill_color='BuGn',fill_opacity=0.75,line_opacity=0.5,legend_name='Region Secondary Road Density')\n","folium.LayerControl().add_to(Secondary)\n","display(Secondary)\n","\n","##Track Road Density Heat map\n","Track=folium.Map(location=Somalia, zoom_start=6)\n","Track.choropleth(geo_data=Region_shp,name='geometry',data=Track_density,columns=['admin2Name','Region_road_Density'],key_on='feature.properties.admin2Name',fill_color='BuGn',fill_opacity=0.75,line_opacity=0.5,legend_name='Region Track Road Density')\n","folium.LayerControl().add_to(Track)\n","display(Track)\n","\n","\n","\n","major.save(\"somalia_Major_Road_density.html\")"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"DaxNgwl4kkef"},"outputs":[],"source":[]},{"cell_type":"code","execution_count":null,"metadata":{"id":"7n5PLs39kkeh"},"outputs":[],"source":[]}],"metadata":{"colab":{"provenance":[]},"kernelspec":{"display_name":"Python 3 (ipykernel)","language":"python","name":"python3"},"language_info":{"codemirror_mode":{"name":"ipython","version":3},"file_extension":".py","mimetype":"text/x-python","name":"python","nbconvert_exporter":"python","pygments_lexer":"ipython3","version":"3.8.5"}},"nbformat":4,"nbformat_minor":0} \ No newline at end of file