Minor cleanup

app/analytics/UserAnalytics.py

@@ -5,12 +5,14 @@
 import pandas as pd
 import json
 import os
+import shutil
 
 class UserAnalytics:
     def __init__(self):
         self.assets_path = os.environ.get("ASSETS_PATH")
         self.user_file_path = os.environ.get("USER_FILE_PATH")
         self.geo_lite_db_path = os.environ.get("GEOLITE_DB_PATH")
+        self.media_path = os.environ.get("MEDIA_PATH")
 
         # TODO: come back and fix this
         # if self.geo_lite_db_path is None:
@@ -28,8 +30,10 @@ def __init__(self):
         self.user_data = user_data
 
     def get_media_file_paths(self):
-        assets_dir = self.assets_path
-        jpg_files = [f for f in os.listdir(assets_dir) if f.endswith(".jpg")]
+        # need to copy the files from the media_path to the assets_dir
+        _copy_files(self.media_path, self.assets_path)
+
+        jpg_files = [f for f in os.listdir(self.assets_path) if f.endswith(".jpg")]
         return jpg_files
 
     def get_account_data(self):
@@ -157,6 +161,18 @@ def collect_location_from_ip(self):
         geolocation_data = [self._get_city_info(ip) for ip in ip_addresses if self._get_city_info(ip) is not None]
 
         return pd.DataFrame(geolocation_data)
+
+def _copy_files(src_dir, dest_dir):
+    os.makedirs(dest_dir, exist_ok=True)
+
+    # loop through all files in source directory
+    for file_name in os.listdir(src_dir):
+        src_path = os.path.join(src_dir, file_name)
+        dest_path = os.path.join(dest_dir, file_name)
+
+        # only copy files (not subdirectories)
+        if os.path.isfile(src_path):
+            shutil.copy2(src_path, dest_path)  # copy2 preserves metadata
 
     def _get_city_info(self, ip):
         # initialize GeoLite2 reader & geocoder

app/app.py

@@ -29,19 +29,16 @@
 def get_additional_text(page_name):
     """Helper function to provide context about the different hyperlinks based on the page name."""
     if page_name == "Info":
-        return "Discover detailed insights about the app's features and functionality. This section offers a comprehensive" \
-            " overview of how the project works, what data is available to the user, and how to navigate the app for the best experience."
+        return "Discover detailed insights about the app's features and functionality."
     elif page_name == "Matches":
-        return "Explore in-depth analyses of the users matches and interactions. This section reveals patterns in the user's matching " \
-            "behavior, preferences, and key factors that influence successful connections with potential matches."
+        return "Explore in-depth analyses of the users matches and interactions."
     elif page_name == "User":
-        return "Analyze the user's personal profile and preferences. This section contains insights into how the user's " \
-            "profile is presented, the preferences they've set, and how their interactions shape their experience on the app."
-
+        return "Analyze the user's personal profile and preferences."
 app.layout = html.Div([
-    dmc.Title('Hinge Data Analysis', color="black", size="h1"),
+    dmc.Title('Hinge User Insights', align="center", color="black", size="h1"),
+    dmc.Space(h=10),
+    dmc.Text("Insights into a Hinge User's Experiences", align="center", style={"fontSize": 16}, weight=500, italic=True),
     dmc.Space(h=20),
-    dmc.Text("Insights into a Hinge User's Experiences", style={"fontSize": 24}, weight=500),
     dmc.Text("This project analyzes personal data exported from Hinge to provide valuable insights into the user's "
     "experiences on the platform. By examining the user's profile, dating preferences, and interactions with other users, "
     "the project aims to reveal patterns, trends, and meaningful statistics that enhance the understanding of how users "
@@ -75,9 +72,6 @@ def get_additional_text(page_name):
 
 ])
 
-
-
-
 if __name__ == '__main__':
     host = os.environ.get("HOST")
     port = int(os.environ.get("PORT", 8050))

app/pages/InfoPage.py

@@ -2,6 +2,9 @@
 import dash_mantine_components as dmc
 
 layout = html.Div([
+    dmc.Text("Info", align="center", style={"fontSize": 28}, weight=500),
+    dmc.Text("This section offers a comprehensive overview of how the project works, what data is available to the user, and how to navigate the app for the best experience."),
+    dmc.Space(h=20),
     dmc.Space(h=10),
     dmc.Text("What This Is", style={"fontSize": 28}, weight=500),
     dmc.Text("This application is meant to help provide meaningful insights about interactions users had with "

app/pages/MatchPage.py

@@ -12,12 +12,12 @@
 
 def serve_layout():
     return html.Div([
+        # TODO: need to remove the button, but it has dependencies with the charts so will leave it until I can redo the charts
         html.Button('Reload Graphs', id='refresh-page', style={"fontSize": 16, 'font-family': "Open Sans, verdana, arial, sans-serif"}),
         dmc.Space(h=20),
 
         dmc.Text("Match Analytics", align="center", style={"fontSize": 28}, weight=500),
-        dmc.Text("This section contains insights about the interactions (likes, matches, chats, and unmatches) you've "
-                 "had on Hinge."),
+        dmc.Text("This section reveals patterns in the user's matching behavior, preferences, and key factors that influence successful connections with potential matches."),
         dmc.Space(h=20),
 
         # funnel graph showing breakdown of interactions

app/pages/UserPage.py

@@ -187,7 +187,7 @@ def user_photo_slideshow():
 
     return dmc.Card(
         children=[
-            dmc.Text("Photos", weight=750, size="lg"),
+            dmc.Text("User Uploaded Photos", align="center", weight=750, size="xl"),
             dmc.Space(h=10),
             html.Img(id="slideshow-image", style={"width": "100%", "borderRadius": "10px"}),  # Image placeholder
             dcc.Interval(id="interval-component", interval=10000, n_intervals=0),
@@ -228,7 +228,7 @@ def create_user_location_card():
     return dmc.Card(
         children=[
             dmc.Space(h=10),
-            dmc.Text("Location", weight=700, size="xl"),
+            dmc.Text("User Location", weight=700, align="center", size="xl"),
             dmc.Text(f"Country: {user_location['country']}", size="lg"),
             dmc.Text(f"Locality: {user_location['locality']}", size="lg"),
             dmc.Text(f"City: {user_location['city']}", size="lg"),
@@ -248,10 +248,10 @@ def create_user_summary_card():
 
     return dmc.Card(
         children=[
-            dmc.Text(f"{user_summary['first_name']}", weight=750, size="xl"),
+            dmc.Text(f"{user_summary['first_name']}", align="center", weight=750, size="xl"),
             dmc.Text(f"Age: {user_summary['age']}", size="lg", color="dimmed"),
-            dmc.Text(f"Height (ft, in): {user_summary['height_feet'], user_summary['height_inches']}", size="lg", color="dimmed"),
-            dmc.Text(f"Gender: {user_summary['gender']}", size="lg", color="dimmed"),
+            dmc.Text(f"Height (ft, in): {user_summary['height_feet'], user_summary['height_inches']}", size="lg"),
+            dmc.Text(f"Gender: {user_summary['gender']}", size="lg"),
             dmc.Text(f"Ethnicities: {user_summary['ethnicities']}", size="lg"),
             dmc.Text(f"Religions: {user_summary['religions']}", size="lg"),
             dmc.Text(f"Job: {user_summary['job_title']}", size="lg"),
@@ -273,6 +273,8 @@ def create_user_summary_card():
 
 layout = html.Div([
     dmc.Text("User Analytics", align="center", style={"fontSize": 28}, weight=500),
+    dmc.Space(h=10),
+    dmc.Text("This section contains insights into how the user's profile is presented, the preferences they've set, and how their interactions shape their experience on the app."),
     dmc.Space(h=20),
     dmc.Grid(
     children=[
@@ -293,7 +295,7 @@ def create_user_summary_card():
     dmc.Space(h=120),
     disclosure_vs_privacy(),
     potential_misalignments(),
-    geolocation(),
+    # geolocation(), # TODO: this is causing issues with too many lookup calls
     stringency_vs_flexibility(),
     dmc.Space(h=50)
 ])