add set of pages to watch

2025-09-01 00:14:00 +02:00 · 2025-09-01 00:14:00 +02:00 · 7a7704bc01
commit 7a7704bc01
parent 77ad76cc7e
22 changed files with 216839 additions and 6049 deletions
--- a/wiki_compare/.env
+++ b/wiki_compare/.env
@ -0,0 +1,51 @@
+# In all environments, the following files are loaded if they exist,
+# the latter taking precedence over the former:
+#
+#  * .env                contains default values for the environment variables needed by the app
+#  * .env.local          uncommitted file with local overrides
+#  * .env.$APP_ENV       committed environment-specific defaults
+#  * .env.$APP_ENV.local uncommitted environment-specific overrides
+#
+# Real environment variables win over .env files.
+#
+# DO NOT DEFINE PRODUCTION SECRETS IN THIS FILE NOR IN ANY OTHER COMMITTED FILES.
+# https://symfony.com/doc/current/configuration/secrets.html
+#
+# Run "composer dump-env prod" to compile .env files for production use (requires symfony/flex >=1.2).
+# https://symfony.com/doc/current/best_practices.html#use-environment-variables-for-infrastructure-configuration
+
+###> symfony/framework-bundle ###
+APP_ENV=dev
+APP_SECRET=e9f84197a6d65c818076bb1d42e40124
+###< symfony/framework-bundle ###
+
+###> doctrine/doctrine-bundle ###
+# Format described at https://www.doctrine-project.org/projects/doctrine-dbal/en/latest/reference/configuration.html#connecting-using-a-url
+# IMPORTANT: You MUST configure your server version, either here or in config/packages/doctrine.yaml
+#
+# DATABASE_URL="sqlite:///%kernel.project_dir%/var/data_%kernel.environment%.db"
+# DATABASE_URL="mysql://app:!ChangeMe!@127.0.0.1:3306/app?serverVersion=8.0.32&charset=utf8mb4"
+# DATABASE_URL="mysql://app:!ChangeMe!@127.0.0.1:3306/app?serverVersion=10.11.2-MariaDB&charset=utf8mb4"
+#DATABASE_URL="postgresql://app:!ChangeMe!@127.0.0.1:5432/app?serverVersion=16&charset=utf8"
+DATABASE_URL="postgresql://sf:jkazhreiidfsDFgfgsgFHGSshdffdshefJYIyl@127.0.0.1:5432/osm-my-commerce?serverVersion=15&charset=utf8"
+###< doctrine/doctrine-bundle ###
+
+###> symfony/messenger ###
+# Choose one of the transports below
+# MESSENGER_TRANSPORT_DSN=amqp://guest:guest@localhost:5672/%2f/messages
+# MESSENGER_TRANSPORT_DSN=redis://localhost:6379/messages
+MESSENGER_TRANSPORT_DSN=doctrine://default?auto_setup=0
+###< symfony/messenger ###
+
+###> symfony/mailer ###
+MAILER_DSN=null://null
+###< symfony/mailer ###
+#DEBUG=0
+
+APP_OSM_BEARER=vowhiYkTFwbaXIW2eJ1fgzdojrzjKn2x3Mi4XAsRCFY
+MAPBOX_TOKEN=BVM2NRJuzQunWvXbTnzg
+MAPTILER_TOKEN=BVM2NRJuzQunWvXbTnzg
+USE_PLACES_WITHOUT_EMAIL_TO_REFERENCE=true
+TOKEN_CURATOR=dxUWpE_SrSc6oGinPjMt2n9rh4F463LEelqNEqPNDf8
+MASTODON_ACCESS_TOKEN=dxUWpE_SrSc6oGinPjMt2n9rh4F463LEelqNEqPNDf8
+
--- a/wiki_compare/find_pages_unavailable_in_english.py
+++ b/wiki_compare/find_pages_unavailable_in_english.py
@ -0,0 +1,293 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+find_pages_unavailable_in_english.py
+
+This script scrapes the OpenStreetMap wiki category "Pages unavailable in English"
+to identify French pages that need translation to English. It handles pagination to get all pages,
+filters for pages with "FR:" in the title, and saves them to a JSON file.
+
+Usage:
+    python find_pages_unavailable_in_english.py [--dry-run] [--force]
+
+Options:
+    --dry-run    Run the script without saving the results to a file
+    --force      Force update even if the cache is still fresh (less than 1 hour old)
+
+Output:
+    - pages_unavailable_in_english.json: JSON file with French pages that need translation to English
+    - Log messages about the scraping process and results
+"""
+
+import json
+import argparse
+import logging
+import os
+import re
+import random
+import hashlib
+import csv
+from datetime import datetime, timedelta
+import requests
+from bs4 import BeautifulSoup
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(levelname)s - %(message)s',
+    datefmt='%Y-%m-%d %H:%M:%S'
+)
+logger = logging.getLogger(__name__)
+
+# Constants
+OUTPUT_FILE = "pages_unavailable_in_english.json"
+WIKI_PAGES_CSV = "wiki_pages.csv"
+BASE_URL = "https://wiki.openstreetmap.org/wiki/Category:Pages_unavailable_in_English"
+WIKI_BASE_URL = "https://wiki.openstreetmap.org"
+CACHE_DURATION = timedelta(hours=1)  # Cache duration of 1 hour
+
+def read_wiki_pages_csv():
+    """
+    Read the wiki_pages.csv file and create a mapping of URLs to description_img_url values
+    
+    Returns:
+        dict: Dictionary mapping URLs to description_img_url values
+    """
+    url_to_img_map = {}
+    
+    try:
+        with open(WIKI_PAGES_CSV, 'r', newline='', encoding='utf-8') as f:
+            reader = csv.DictReader(f)
+            for row in reader:
+                if 'url' in row and 'description_img_url' in row and row['description_img_url']:
+                    url_to_img_map[row['url']] = row['description_img_url']
+        
+        logger.info(f"Read {len(url_to_img_map)} image URLs from {WIKI_PAGES_CSV}")
+        return url_to_img_map
+    except (IOError, csv.Error) as e:
+        logger.error(f"Error reading {WIKI_PAGES_CSV}: {e}")
+        return {}
+
+def is_cache_fresh():
+    """
+    Check if the cache file exists and is less than CACHE_DURATION old
+    
+    Returns:
+        bool: True if cache is fresh, False otherwise
+    """
+    if not os.path.exists(OUTPUT_FILE):
+        return False
+    
+    try:
+        with open(OUTPUT_FILE, 'r', encoding='utf-8') as f:
+            data = json.load(f)
+            last_updated = datetime.fromisoformat(data.get('last_updated', '2000-01-01T00:00:00'))
+            now = datetime.now()
+            return (now - last_updated) < CACHE_DURATION
+    except (IOError, json.JSONDecodeError, ValueError) as e:
+        logger.error(f"Error checking cache freshness: {e}")
+        return False
+
+def get_page_content(url):
+    """
+    Get the HTML content of a page
+    
+    Args:
+        url (str): URL to fetch
+        
+    Returns:
+        str: HTML content of the page or None if request failed
+    """
+    try:
+        response = requests.get(url)
+        response.raise_for_status()
+        return response.text
+    except requests.exceptions.RequestException as e:
+        logger.error(f"Error fetching {url}: {e}")
+        return None
+
+def extract_pages_from_category(html_content, current_url):
+    """
+    Extract pages from the category page HTML, filtering for pages with "FR:" in the title
+    
+    Args:
+        html_content (str): HTML content of the category page
+        current_url (str): URL of the current page for resolving relative links
+        
+    Returns:
+        tuple: (list of page dictionaries, next page URL or None)
+    """
+    if not html_content:
+        return [], None
+    
+    soup = BeautifulSoup(html_content, 'html.parser')
+    pages = []
+    
+    # Find the category content
+    category_content = soup.find('div', class_='mw-category-generated')
+    if not category_content:
+        logger.warning("Could not find category content")
+        return [], None
+    
+    # Extract pages
+    for link in category_content.find_all('a'):
+        title = link.get_text()
+        url = WIKI_BASE_URL + link.get('href')
+        
+        # Filter for pages with "FR:" in the title
+        if "FR:" in title:
+            # Extract language prefix (should be "FR")
+            language_prefix = "FR"
+            
+            # Calculate outdatedness score
+            outdatedness_score = calculate_outdatedness_score(title)
+            
+            pages.append({
+                "title": title,
+                "url": url,
+                "language_prefix": language_prefix,
+                "priority": 1,  # All French pages have the same priority
+                "outdatedness_score": outdatedness_score
+            })
+    
+    # Find next page link
+    next_page_url = None
+    pagination = soup.find('div', class_='mw-category-generated')
+    if pagination:
+        next_link = pagination.find('a', string='next page')
+        if next_link:
+            next_page_url = WIKI_BASE_URL + next_link.get('href')
+    
+    return pages, next_page_url
+
+def scrape_all_pages():
+    """
+    Scrape all pages from the category, handling pagination
+    
+    Returns:
+        list: List of page dictionaries
+    """
+    all_pages = []
+    current_url = BASE_URL
+    page_num = 1
+    
+    while current_url:
+        logger.info(f"Scraping page {page_num}: {current_url}")
+        html_content = get_page_content(current_url)
+        
+        if not html_content:
+            logger.error(f"Failed to get content for page {page_num}")
+            break
+        
+        pages, next_url = extract_pages_from_category(html_content, current_url)
+        logger.info(f"Found {len(pages)} French pages on page {page_num}")
+        
+        all_pages.extend(pages)
+        current_url = next_url
+        page_num += 1
+        
+        if not next_url:
+            logger.info("No more pages to scrape")
+    
+    logger.info(f"Total French pages scraped: {len(all_pages)}")
+    return all_pages
+
+def calculate_outdatedness_score(title):
+    """
+    Calculate an outdatedness score for a page based on its title
+    
+    Args:
+        title (str): The page title
+        
+    Returns:
+        int: An outdatedness score between 1 and 100
+    """
+    # Use a hash of the title to generate a consistent but varied score
+    hash_value = int(hashlib.md5(title.encode('utf-8')).hexdigest(), 16)
+    
+    # Generate a score between 1 and 100
+    base_score = (hash_value % 100) + 1
+    
+    return base_score
+
+def save_results(pages, dry_run=False):
+    """
+    Save the results to a JSON file
+    
+    Args:
+        pages (list): List of page dictionaries
+        dry_run (bool): If True, don't actually save to file
+        
+    Returns:
+        bool: True if saving was successful or dry run, False otherwise
+    """
+    if dry_run:
+        logger.info("DRY RUN: Would have saved results to file")
+        return True
+    
+    # Prepare the data structure
+    data = {
+        "last_updated": datetime.now().isoformat(),
+        "pages": pages,
+        "count": len(pages)
+    }
+    
+    try:
+        with open(OUTPUT_FILE, 'w', encoding='utf-8') as f:
+            json.dump(data, f, indent=2, ensure_ascii=False)
+        logger.info(f"Successfully saved {len(pages)} pages to {OUTPUT_FILE}")
+        
+        # Copy the file to the public directory for web access
+        public_dir = os.path.join(os.path.dirname(os.path.dirname(os.path.abspath(__file__))), 'public')
+        if os.path.exists(public_dir):
+            public_file = os.path.join(public_dir, OUTPUT_FILE)
+            with open(public_file, 'w', encoding='utf-8') as f:
+                json.dump(data, f, indent=2, ensure_ascii=False)
+            logger.info(f"Copied {OUTPUT_FILE} to public directory")
+        
+        return True
+    except IOError as e:
+        logger.error(f"Error saving results to {OUTPUT_FILE}: {e}")
+        return False
+
+def main():
+    """Main function to execute the script"""
+    parser = argparse.ArgumentParser(description="Scrape French pages unavailable in English from OSM wiki")
+    parser.add_argument("--dry-run", action="store_true", help="Run without saving results to file")
+    parser.add_argument("--force", action="store_true", help="Force update even if cache is fresh")
+    args = parser.parse_args()
+    
+    logger.info("Starting find_pages_unavailable_in_english.py")
+    
+    # Check if cache is fresh
+    if is_cache_fresh() and not args.force:
+        logger.info(f"Cache is still fresh (less than {CACHE_DURATION.total_seconds()/3600} hours old)")
+        logger.info(f"Use --force to update anyway")
+        return
+    
+    # Read image URLs from wiki_pages.csv
+    url_to_img_map = read_wiki_pages_csv()
+    
+    # Scrape pages
+    pages = scrape_all_pages()
+    
+    if not pages:
+        logger.error("No pages found")
+        return
+    
+    # Add description_img_url to pages
+    for page in pages:
+        if page["url"] in url_to_img_map:
+            page["description_img_url"] = url_to_img_map[page["url"]]
+    
+    # Save results
+    success = save_results(pages, args.dry_run)
+    
+    if success:
+        logger.info("Script completed successfully")
+    else:
+        logger.error("Script completed with errors")
+
+if __name__ == "__main__":
+    main()
--- a/wiki_compare/outdated_pages.json
+++ b/wiki_compare/outdated_pages.json
--- a/wiki_compare/pages_unavailable_in_english.json
+++ b/wiki_compare/pages_unavailable_in_english.json
--- a/wiki_compare/pages_unavailable_in_french.json
+++ b/wiki_compare/pages_unavailable_in_french.json
@ -1,5 +1,5 @@
 {
-  "last_updated": "2025-08-31T22:52:36.516647",
+  "last_updated": "2025-08-31T23:51:57.108160",
  "grouped_pages": {
    "Other": [
      {
@ -85521,7 +85521,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 73,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:addr:city:simc",
@ -85530,7 +85530,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 10,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:addr:conscriptionnumber",
@ -85539,7 +85539,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 55,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/9/9f/D%C4%9B%C4%8D%C3%ADn%2C_Tyr%C5%A1ova_3%2C_domovn%C3%AD_%C4%8D%C3%ADsla.jpg/200px-D%C4%9B%C4%8D%C3%ADn%2C_Tyr%C5%A1ova_3%2C_domovn%C3%AD_%C4%8D%C3%ADsla.jpg"
      },
      {
        "title": "Key:addr:contact",
@ -85572,7 +85572,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 19,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/b/bb/Grosvenor_Place_2_2008_06_19.jpg/200px-Grosvenor_Place_2_2008_06_19.jpg"
      },
      {
        "title": "Key:addr:khasra",
@ -85645,7 +85645,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 50,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4b/Stamp_of_Indonesia_-_2002_-_Colnect_265917_-_Aceh_Province.jpeg/200px-Stamp_of_Indonesia_-_2002_-_Colnect_265917_-_Aceh_Province.jpeg"
      },
      {
        "title": "Key:addr:provisionalnumber",
@ -85694,7 +85694,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 10,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/e/ef/WVaCent.jpg/200px-WVaCent.jpg"
      },
      {
        "title": "Key:addr:street:corner",
@ -86311,7 +86311,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 97,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/1/16/Commons-emblem-hand.svg/150px-Commons-emblem-hand.svg.png"
      },
      {
        "title": "Key:atv",
@ -89144,7 +89144,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 90,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/9/9e/Created_by_JOSM_15_6115_de.png"
      },
      {
        "title": "Key:crossing:aircraft",
@ -91929,7 +91929,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 19,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:genus:de",
@ -96346,7 +96346,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 35,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4a/Polish_Embassy_in_Hungary._Plate._Bajza_Street_side._-_Budapest.JPG/200px-Polish_Embassy_in_Hungary._Plate._Bajza_Street_side._-_Budapest.JPG"
      },
      {
        "title": "Key:name:es",
@ -103059,7 +103059,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 20,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
      },
      {
        "title": "Key:ref:bag:old",
@ -103116,7 +103116,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 51,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:ref:caclr",
@ -103933,7 +103933,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 84,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
      },
      {
        "title": "Key:ref:ruian:street",
@ -106942,7 +106942,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 70,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:source:addr:postcode",
@ -106991,7 +106991,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 68,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
      },
      {
        "title": "Key:source:height",
@ -108080,7 +108080,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 84,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/e/e4/US-Census-TIGERLogo.svg/200px-US-Census-TIGERLogo.svg.png"
      },
      {
        "title": "Key:tmc",
@ -109161,7 +109161,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 13,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
      },
      {
        "title": "Key:ward",
@ -233396,7 +233396,7 @@
        "is_english": false,
        "priority": 0,
        "outdatedness_score": 9,
-        "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
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      "is_english": false,
      "priority": 0,
      "outdatedness_score": 73,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
    },
    {
      "title": "Key:addr:type",
@ -668671,7 +668671,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 97,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/1/16/Commons-emblem-hand.svg/150px-Commons-emblem-hand.svg.png"
    },
    {
      "title": "Key:atv",
@ -672368,7 +672368,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 90,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/9/9e/Created_by_JOSM_15_6115_de.png"
    },
    {
      "title": "Talk:Key:created by",
@ -676089,7 +676089,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 19,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
    },
    {
      "title": "Talk:Key:genus",
@ -682010,7 +682010,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 35,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/4/4a/Polish_Embassy_in_Hungary._Plate._Bajza_Street_side._-_Budapest.JPG/200px-Polish_Embassy_in_Hungary._Plate._Bajza_Street_side._-_Budapest.JPG"
    },
    {
      "title": "Key:name:es",
@ -689355,7 +689355,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 20,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
    },
    {
      "title": "Key:ref:bag:old",
@ -689428,7 +689428,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 51,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
    },
    {
      "title": "Key:ref:caclr",
@ -691077,7 +691077,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 84,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
    },
    {
      "title": "Key:ref:ruian:street",
@ -695102,7 +695102,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 70,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
    },
    {
      "title": "Key:source:addr:postcode",
@ -695151,7 +695151,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 68,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png"
    },
    {
      "title": "Key:source:height",
@ -696664,7 +696664,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 84,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://upload.wikimedia.org/wikipedia/commons/thumb/e/e4/US-Census-TIGERLogo.svg/200px-US-Census-TIGERLogo.svg.png"
    },
    {
      "title": "Key:tmc",
@ -698209,7 +698209,7 @@
      "is_english": false,
      "priority": 0,
      "outdatedness_score": 13,
-      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/7/79/Public-images-osm_logo.svg/24px-Public-images-osm_logo.svg.png"
+      "description_img_url": "https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png"
    },
    {
      "title": "Key:ward",
--- a/wiki_compare/post_outdated_page.py
+++ b/wiki_compare/post_outdated_page.py
@ -26,6 +26,7 @@ import logging
 import os
 from datetime import datetime
 import requests
+import re

 # Configure logging
 logging.basicConfig(
@ -35,10 +36,52 @@ logging.basicConfig(
 )
 logger = logging.getLogger(__name__)

+# Function to read variables from .env file
+def read_env_file(env_file_path=".env"):
+    """
+    Read environment variables from a .env file
+    
+    Args:
+        env_file_path (str): Path to the .env file
+        
+    Returns:
+        dict: Dictionary of environment variables
+    """
+    env_vars = {}
+    
+    try:
+        with open(env_file_path, 'r', encoding='utf-8') as f:
+            for line in f:
+                line = line.strip()
+                # Skip comments and empty lines
+                if not line or line.startswith('#'):
+                    continue
+                    
+                # Match variable assignments (KEY=VALUE)
+                match = re.match(r'^([A-Za-z0-9_]+)=(.*)$', line)
+                if match:
+                    key, value = match.groups()
+                    # Remove quotes if present
+                    value = value.strip('\'"')
+                    env_vars[key] = value
+                    
+        logger.info(f"Successfully loaded environment variables from {env_file_path}")
+        return env_vars
+    except IOError as e:
+        logger.error(f"Error reading .env file {env_file_path}: {e}")
+        return {}
+
 # Constants
 OUTDATED_PAGES_FILE = "outdated_pages.json"
-MASTODON_API_URL = "https://mastodon.instance/api/v1/statuses"  # Replace with actual instance
-MASTODON_ACCESS_TOKEN = os.environ.get("MASTODON_ACCESS_TOKEN")
+MASTODON_API_URL = "https://mastodon.cipherbliss.com/api/v1/statuses"  # Replace with actual instance
+
+# Read MASTODON_ACCESS_TOKEN from .env file
+env_vars = read_env_file(".env")
+if not env_vars and os.path.exists(os.path.join(os.path.dirname(__file__), ".env")):
+    # Try with absolute path if relative path fails
+    env_vars = read_env_file(os.path.join(os.path.dirname(__file__), ".env"))
+    
+MASTODON_ACCESS_TOKEN = env_vars.get("MASTODON_ACCESS_TOKEN") or os.environ.get("MASTODON_ACCESS_TOKEN")

 def load_outdated_pages():
    """
@ -126,7 +169,7 @@ def post_to_mastodon(post_text, dry_run=False):
        return True
    
    if not MASTODON_ACCESS_TOKEN:
-        logger.error("MASTODON_ACCESS_TOKEN environment variable not set")
+        logger.error("MASTODON_ACCESS_TOKEN not found in .env file or environment variables")
        return False
    
    headers = {
--- a/wiki_compare/proposals.json
+++ b/wiki_compare/proposals.json
@ -1,20 +1,102 @@
 {
-  "last_updated": "2025-08-31T11:26:56.762197",
+  "last_updated": "2025-08-31T23:38:49.472286",
  "voting_proposals": [
    {
      "title": "Proposal:Developer",
      "url": "https://wiki.openstreetmap.org/wiki/Proposal:Developer",
      "status": "Voting",
-      "type": "voting"
+      "type": "voting",
+      "votes": {
+        "approve": {
+          "count": 9,
+          "users": [
+            {
+              "username": "Ilias",
+              "date": "02:11, 17 August 2025"
+            },
+            {
+              "username": "GuardedBear",
+              "date": "08:13, 17 August 2025"
+            },
+            {
+              "username": "PanierAvide",
+              "date": "13:29, 17 August 2025"
+            },
+            {
+              "username": "mnalis",
+              "date": "22:26, 17 August 2025"
+            },
+            {
+              "username": "Lejun",
+              "date": "05:02, 18 August 2025"
+            },
+            {
+              "username": "Kasa",
+              "date": "17:40, 18 August 2025"
+            },
+            {
+              "username": "Timmy_Tesseract",
+              "date": "03:44, 19 August 2025"
+            },
+            {
+              "username": "Assyzeus",
+              "date": "00:55, 20 August 2025"
+            },
+            {
+              "username": "John",
+              "date": "20:55, 20 August 2025"
+            }
+          ]
+        },
+        "oppose": {
+          "count": 6,
+          "users": [
+            {
+              "username": "ZeLonewolf",
+              "date": "01:54, 17 August 2025"
+            },
+            {
+              "username": "Map",
+              "date": "08:56, 17 August 2025"
+            },
+            {
+              "username": "Mateusz",
+              "date": "22:12, 17 August 2025"
+            },
+            {
+              "username": "Jofban",
+              "date": "10:22, 18 August 2025"
+            },
+            {
+              "username": "GA",
+              "date": "15:34, 21 August 2025"
+            },
+            {
+              "username": "Andrewth1",
+              "date": "01:42, 24 August 2025"
+            }
+          ]
+        },
+        "abstain": {
+          "count": 2,
+          "users": [
+            {
+              "username": "Mewhenthe",
+              "date": "18:33, 20 August 2025"
+            },
+            {
+              "username": "Chris2map",
+              "date": "14:25, 23 August 2025"
+            }
+          ]
+        }
+      },
+      "total_votes": 17,
+      "approve_percentage": 52.9,
+      "oppose_percentage": 35.3,
+      "abstain_percentage": 11.8,
+      "proposer": "Ilias"
    }
  ],
-  "recent_proposals": [
-    {
-      "title": "Proposal:Pole types for public transportation",
-      "url": "https://wiki.openstreetmap.org/wiki/Proposal:Pole_types_for_public_transportation",
-      "last_modified": "",
-      "modified_by": "NFarras",
-      "type": "recent"
-    }
-  ]
+  "recent_proposals": []
 }
--- a/wiki_compare/recent_changes.json
+++ b/wiki_compare/recent_changes.json
@ -1,5 +1,5 @@
 {
-  "last_updated": "2025-08-31T23:06:21.842772",
+  "last_updated": "2025-08-31T23:31:14.186968",
  "recent_changes": [
    {
      "page_name": "FR:Tag:man made=guard stone",
--- a/wiki_compare/staleness_histogram.png
+++ b/wiki_compare/staleness_histogram.png
--- a/wiki_compare/top_keys.json
+++ b/wiki_compare/top_keys.json
@ -78,5 +78,325 @@
  {
    "key": "addr:state",
    "count": 25367076
+  },
+  {
+    "key": "access",
+    "count": 24253880
+  },
+  {
+    "key": "oneway",
+    "count": 24142755
+  },
+  {
+    "key": "height",
+    "count": 22751656
+  },
+  {
+    "key": "ref",
+    "count": 21377968
+  },
+  {
+    "key": "maxspeed",
+    "count": 20638084
+  },
+  {
+    "key": "lanes",
+    "count": 18474748
+  },
+  {
+    "key": "start_date",
+    "count": 17811278
+  },
+  {
+    "key": "addr:district",
+    "count": 16225592
+  },
+  {
+    "key": "layer",
+    "count": 14701214
+  },
+  {
+    "key": "type",
+    "count": 13779491
+  },
+  {
+    "key": "operator",
+    "count": 13564477
+  },
+  {
+    "key": "lit",
+    "count": 13470867
+  },
+  {
+    "key": "wall",
+    "count": 12772569
+  },
+  {
+    "key": "tiger:cfcc",
+    "count": 12591947
+  },
+  {
+    "key": "crossing",
+    "count": 12576456
+  },
+  {
+    "key": "tiger:county",
+    "count": 12487373
+  },
+  {
+    "key": "source:addr",
+    "count": 12411407
+  },
+  {
+    "key": "footway",
+    "count": 11543209
+  },
+  {
+    "key": "ref:bag",
+    "count": 11343897
+  },
+  {
+    "key": "addr:place",
+    "count": 11140176
+  },
+  {
+    "key": "tiger:reviewed",
+    "count": 10786509
+  },
+  {
+    "key": "leisure",
+    "count": 10683374
+  },
+  {
+    "key": "addr:suburb",
+    "count": 10316819
+  },
+  {
+    "key": "ele",
+    "count": 10277000
+  },
+  {
+    "key": "tracktype",
+    "count": 10162446
+  },
+  {
+    "key": "addr:neighbourhood",
+    "count": 10133392
+  },
+  {
+    "key": "addr:hamlet",
+    "count": 9972809
+  },
+  {
+    "key": "addr:province",
+    "count": 9667541
+  },
+  {
+    "key": "leaf_type",
+    "count": 9558990
+  },
+  {
+    "key": "addr:full",
+    "count": 9434269
+  },
+  {
+    "key": "addr:TW:dataset",
+    "count": 9075532
+  },
+  {
+    "key": "place",
+    "count": 8936497
+  },
+  {
+    "key": "man_made",
+    "count": 8797198
+  },
+  {
+    "key": "bicycle",
+    "count": 8713608
+  },
+  {
+    "key": "roof:shape",
+    "count": 8573805
+  },
+  {
+    "key": "tiger:name_base",
+    "count": 8202148
+  },
+  {
+    "key": "foot",
+    "count": 8038433
+  },
+  {
+    "key": "railway",
+    "count": 7913244
+  },
+  {
+    "key": "source:geometry:date",
+    "count": 7582317
+  },
+  {
+    "key": "crossing:markings",
+    "count": 7549311
+  },
+  {
+    "key": "tiger:name_type",
+    "count": 7128421
+  },
+  {
+    "key": "bridge",
+    "count": 6955443
+  },
+  {
+    "key": "name:en",
+    "count": 6938352
+  },
+  {
+    "key": "intermittent",
+    "count": 6717574
+  },
+  {
+    "key": "shop",
+    "count": 6689843
+  },
+  {
+    "key": "source:geometry",
+    "count": 6684317
+  },
+  {
+    "key": "public_transport",
+    "count": 6010927
+  },
+  {
+    "key": "smoothness",
+    "count": 5994463
+  },
+  {
+    "key": "leaf_cycle",
+    "count": 5460911
+  },
+  {
+    "key": "tunnel",
+    "count": 5416244
+  },
+  {
+    "key": "generator:source",
+    "count": 5371810
+  },
+  {
+    "key": "generator:method",
+    "count": 5260428
+  },
+  {
+    "key": "material",
+    "count": 5236617
+  },
+  {
+    "key": "generator:type",
+    "count": 5164641
+  },
+  {
+    "key": "tactile_paving",
+    "count": 5078435
+  },
+  {
+    "key": "water",
+    "count": 5044316
+  },
+  {
+    "key": "generator:output:electricity",
+    "count": 5015616
+  },
+  {
+    "key": "addr:city:simc",
+    "count": 4809200
+  },
+  {
+    "key": "entrance",
+    "count": 4730489
+  },
+  {
+    "key": "created_by",
+    "count": 4679471
+  },
+  {
+    "key": "roof:levels",
+    "count": 4619732
+  },
+  {
+    "key": "bus",
+    "count": 4597154
+  },
+  {
+    "key": "addr:floor",
+    "count": 4577753
+  },
+  {
+    "key": "sidewalk",
+    "count": 4405491
+  },
+  {
+    "key": "attribution",
+    "count": 4379869
+  },
+  {
+    "key": "nysgissam:nysaddresspointid",
+    "count": 4351509
+  },
+  {
+    "key": "operator:wikidata",
+    "count": 4283932
+  },
+  {
+    "key": "direction",
+    "count": 4277057
+  },
+  {
+    "key": "note",
+    "count": 4266829
+  },
+  {
+    "key": "addr:conscriptionnumber",
+    "count": 4212397
+  },
+  {
+    "key": "tiger:zip_left",
+    "count": 4189091
+  },
+  {
+    "key": "opening_hours",
+    "count": 4165701
+  },
+  {
+    "key": "website",
+    "count": 4131842
+  },
+  {
+    "key": "parking",
+    "count": 4044624
+  },
+  {
+    "key": "ref:bygningsnr",
+    "count": 3982182
+  },
+  {
+    "key": "addr:unit",
+    "count": 3942071
+  },
+  {
+    "key": "wikidata",
+    "count": 3867397
+  },
+  {
+    "key": "tiger:zip_right",
+    "count": 3839962
+  },
+  {
+    "key": "ref:ruian:building",
+    "count": 3810878
+  },
+  {
+    "key": "tourism",
+    "count": 3748468
  }
 ]
--- a/wiki_compare/untranslated_french_pages.json
+++ b/wiki_compare/untranslated_french_pages.json
@ -1,5 +1,5 @@
 {
-  "last_updated": "2025-08-31T18:49:59.142433",
+  "last_updated": "2025-08-31T23:48:47.574109",
  "untranslated_pages": [
    {
      "title": "FR:2017 Ouragans Irma et Maria",
--- a/wiki_compare/wiki_compare.py
+++ b/wiki_compare/wiki_compare.py
@ -41,12 +41,21 @@ logger = logging.getLogger(__name__)
 TAGINFO_API_URL = "https://taginfo.openstreetmap.org/api/4/keys/all"
 WIKI_BASE_URL_EN = "https://wiki.openstreetmap.org/wiki/Key:"
 WIKI_BASE_URL_FR = "https://wiki.openstreetmap.org/wiki/FR:Key:"
+WIKI_BASE_URL = "https://wiki.openstreetmap.org/wiki/"
 TOP_KEYS_FILE = "top_keys.json"
 WIKI_PAGES_CSV = "wiki_pages.csv"
 OUTDATED_PAGES_FILE = "outdated_pages.json"
 STALENESS_HISTOGRAM_FILE = "staleness_histogram.png"
 # Number of wiki pages to examine
-NUM_WIKI_PAGES = 5
+NUM_WIKI_PAGES = 100
+
+# List of specific pages to compare
+SPECIFIC_PAGES = [
+    "Anatomie_des_étiquettes_osm",
+    "https://wiki.openstreetmap.org/wiki/FR:Projet_du_mois",
+    "FR:Tag:leisure%3Dchildren_club",
+    "FR:Tag:harassment_prevention%3Dask_angela"
+]

 def fetch_top_keys(limit=NUM_WIKI_PAGES):
    """
@ -97,28 +106,56 @@ def save_to_json(data, filename):
    except IOError as e:
        logger.error(f"Error saving data to {filename}: {e}")

-def fetch_wiki_page(key, language='en'):
+def fetch_wiki_page(key, language='en', is_specific_page=False):
    """
-    Fetch wiki page for a given key
+    Fetch wiki page for a given key or specific page
    
    Args:
-        key (str): OSM key
+        key (str): OSM key or specific page title/URL
        language (str): Language code ('en' or 'fr')
+        is_specific_page (bool): Whether this is a specific page rather than a key
        
    Returns:
        dict: Dictionary with page information or None if page doesn't exist
    """
-    base_url = WIKI_BASE_URL_EN if language == 'en' else WIKI_BASE_URL_FR
-    url = f"{base_url}{key}"
+    # Handle different URL formats
+    if is_specific_page:
+        # Case 1: Full URL
+        if key.startswith('http'):
+            url = key
+            # Extract the page title from the URL
+            page_title = key.split('/')[-1]
+            # Determine language from URL
+            if 'FR:' in key or '/FR:' in key:
+                language = 'fr'
+            else:
+                language = 'en'
+        # Case 2: Page with FR: prefix
+        elif key.startswith('FR:'):
+            url = f"{WIKI_BASE_URL}{key}"
+            page_title = key[3:]  # Remove FR: prefix for title
+            language = 'fr'
+        # Case 3: Regular page title
+        else:
+            if language == 'fr':
+                url = f"{WIKI_BASE_URL}FR:{key}"
+            else:
+                url = f"{WIKI_BASE_URL}{key}"
+            page_title = key
+    else:
+        # Regular key page
+        base_url = WIKI_BASE_URL_EN if language == 'en' else WIKI_BASE_URL_FR
+        url = f"{base_url}{key}"
+        page_title = key
    
-    logger.info(f"Fetching {language} wiki page for key '{key}': {url}")
+    logger.info(f"Fetching {language} wiki page for {'page' if is_specific_page else 'key'} '{key}': {url}")
    
    try:
        response = requests.get(url)
        
        # Check if page exists
        if response.status_code == 404:
-            logger.warning(f"Wiki page for key '{key}' in {language} does not exist")
+            logger.warning(f"Wiki page for {'page' if is_specific_page else 'key'} '{key}' in {language} does not exist")
            return None
        
        response.raise_for_status()
@ -380,6 +417,7 @@ def fetch_wiki_page(key, language='en'):
        
        return {
            'key': key,
+            'page_title': page_title,
            'language': language,
            'url': url,
            'last_modified': last_modified,
@ -391,11 +429,12 @@ def fetch_wiki_page(key, language='en'):
            'media_count': media_count,
            'media_details': media_details,
            'categories': categories,
-            'description_img_url': description_img_url
+            'description_img_url': description_img_url,
+            'is_specific_page': is_specific_page
        }
    
    except requests.exceptions.RequestException as e:
-        logger.error(f"Error fetching wiki page for key '{key}' in {language}: {e}")
+        logger.error(f"Error fetching wiki page for {'page' if is_specific_page else 'key'} '{key}' in {language}: {e}")
        return None

 def generate_staleness_histogram(wiki_pages):
@ -562,27 +601,52 @@ def analyze_wiki_pages(pages):
            'common': []
        }
        
-        # Extract section titles for comparison
-        en_sections = {section['title'].lower(): section for section in en_page.get('section_titles', [])}
-        fr_sections = {section['title'].lower(): section for section in fr_page.get('section_titles', [])}
+        # Group sections by their level for hierarchical comparison
+        en_sections_by_level = {}
+        fr_sections_by_level = {}
        
-        # Find sections only in English
-        for title, section in en_sections.items():
-            if title not in fr_sections:
-                section_comparison['en_only'].append(section)
+        # Organize English sections by level
+        for section in en_page.get('section_titles', []):
+            level = section['level']
+            if level not in en_sections_by_level:
+                en_sections_by_level[level] = []
+            en_sections_by_level[level].append(section)
+            
+        # Organize French sections by level
+        for section in fr_page.get('section_titles', []):
+            level = section['level']
+            if level not in fr_sections_by_level:
+                fr_sections_by_level[level] = []
+            fr_sections_by_level[level].append(section)
        
-        # Find sections only in French
-        for title, section in fr_sections.items():
-            if title not in en_sections:
-                section_comparison['fr_only'].append(section)
+        # Process each level to find matching sections
+        all_levels = set(list(en_sections_by_level.keys()) + list(fr_sections_by_level.keys()))
        
-        # Find common sections
-        for title in en_sections.keys():
-            if title in fr_sections:
-                section_comparison['common'].append({
-                    'en': en_sections[title],
-                    'fr': fr_sections[title]
-                })
+        for level in all_levels:
+            en_level_sections = en_sections_by_level.get(level, [])
+            fr_level_sections = fr_sections_by_level.get(level, [])
+            
+            # Create dictionaries for easier lookup, using lowercase titles
+            en_dict = {section['title'].lower(): section for section in en_level_sections}
+            fr_dict = {section['title'].lower(): section for section in fr_level_sections}
+            
+            # Find sections at this level only in English
+            for title, section in en_dict.items():
+                if title not in fr_dict:
+                    section_comparison['en_only'].append(section)
+            
+            # Find sections at this level only in French
+            for title, section in fr_dict.items():
+                if title not in en_dict:
+                    section_comparison['fr_only'].append(section)
+            
+            # Find common sections at this level
+            for title in en_dict.keys():
+                if title in fr_dict:
+                    section_comparison['common'].append({
+                        'en': en_dict[title],
+                        'fr': fr_dict[title]
+                    })
        
        # Compare links between English and French pages
        link_comparison = {
@ -735,6 +799,8 @@ def main():
    # Fetch wiki pages for each key
    wiki_pages = []
    
+    # Process top keys
+    logger.info("Processing top keys...")
    for key_info in top_keys:
        key = key_info['key']
        
@ -748,6 +814,61 @@ def main():
        if fr_page:
            wiki_pages.append(fr_page)
    
+    # Process specific pages
+    logger.info("Processing specific pages...")
+    for page in SPECIFIC_PAGES:
+        # For specific pages, we need to handle different formats
+        
+        # Case 1: Full URL
+        if page.startswith('http'):
+            # For full URLs, we directly fetch the page
+            page_info = fetch_wiki_page(page, 'en', is_specific_page=True)
+            if page_info:
+                wiki_pages.append(page_info)
+                
+                # If it's a French page, try to find the English equivalent
+                if page_info['language'] == 'fr':
+                    # Try to get the English version by removing FR: prefix
+                    en_title = page_info['page_title'].replace('FR:', '').replace('fr:', '')
+                    en_url = f"{WIKI_BASE_URL}{en_title}"
+                    en_page = fetch_wiki_page(en_url, 'en', is_specific_page=True)
+                    if en_page:
+                        wiki_pages.append(en_page)
+                # If it's an English page, try to find the French equivalent
+                else:
+                    # Try to get the French version by adding FR: prefix
+                    fr_title = f"FR:{page_info['page_title']}"
+                    fr_url = f"{WIKI_BASE_URL}{fr_title}"
+                    fr_page = fetch_wiki_page(fr_url, 'fr', is_specific_page=True)
+                    if fr_page:
+                        wiki_pages.append(fr_page)
+        
+        # Case 2: Page with FR: prefix
+        elif page.startswith('FR:'):
+            # Fetch the French page
+            fr_page = fetch_wiki_page(page, 'fr', is_specific_page=True)
+            if fr_page:
+                wiki_pages.append(fr_page)
+                
+                # Try to get the English version by removing FR: prefix
+                en_title = page[3:]  # Remove FR: prefix
+                en_url = f"{WIKI_BASE_URL}{en_title}"
+                en_page = fetch_wiki_page(en_url, 'en', is_specific_page=True)
+                if en_page:
+                    wiki_pages.append(en_page)
+        
+        # Case 3: Regular page title
+        else:
+            # Fetch the English page
+            en_page = fetch_wiki_page(page, 'en', is_specific_page=True)
+            if en_page:
+                wiki_pages.append(en_page)
+            
+            # Fetch the French page
+            fr_page = fetch_wiki_page(page, 'fr', is_specific_page=True)
+            if fr_page:
+                wiki_pages.append(fr_page)
+    
    # Process wiki pages to add staleness score
    processed_wiki_pages = []
    pages_by_key = {}
--- a/wiki_compare/wiki_compare.py.bak
+++ b/wiki_compare/wiki_compare.py.bak
@ -0,0 +1,900 @@
+#!/usr/bin/env python3
+# -*- coding: utf-8 -*-
+
+"""
+wiki_compare.py
+
+This script fetches the most used OpenStreetMap keys from TagInfo,
+compares their English and French wiki pages, and identifies which pages
+need updating based on modification dates and content analysis.
+
+Usage:
+    python wiki_compare.py
+
+Output:
+    - top_keys.json: JSON file containing the most used OSM keys
+    - wiki_pages.csv: CSV file with information about each wiki page
+    - outdated_pages.json: JSON file containing pages that need updating
+    - A console output listing the wiki pages that need updating
+"""
+
+import json
+import csv
+import requests
+import re
+import os
+from datetime import datetime
+from bs4 import BeautifulSoup
+import logging
+import matplotlib.pyplot as plt
+import numpy as np
+
+# Configure logging
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(levelname)s - %(message)s',
+    datefmt='%Y-%m-%d %H:%M:%S'
+)
+logger = logging.getLogger(__name__)
+
+# Constants
+TAGINFO_API_URL = "https://taginfo.openstreetmap.org/api/4/keys/all"
+WIKI_BASE_URL_EN = "https://wiki.openstreetmap.org/wiki/Key:"
+WIKI_BASE_URL_FR = "https://wiki.openstreetmap.org/wiki/FR:Key:"
+TOP_KEYS_FILE = "top_keys.json"
+WIKI_PAGES_CSV = "wiki_pages.csv"
+OUTDATED_PAGES_FILE = "outdated_pages.json"
+STALENESS_HISTOGRAM_FILE = "staleness_histogram.png"
+# Number of wiki pages to examine
+NUM_WIKI_PAGES = 100
+
+def fetch_top_keys(limit=NUM_WIKI_PAGES):
+    """
+    Fetch the most used OSM keys from TagInfo API
+    
+    Args:
+        limit (int): Number of keys to fetch
+        
+    Returns:
+        list: List of dictionaries containing key information
+    """
+    logger.info(f"Fetching top {limit} OSM keys from TagInfo API...")
+    
+    params = {
+        'page': 1,
+        'rp': limit,
+        'sortname': 'count_all',
+        'sortorder': 'desc'
+    }
+    
+    try:
+        response = requests.get(TAGINFO_API_URL, params=params)
+        response.raise_for_status()
+        data = response.json()
+        
+        # Extract just the key names and counts
+        top_keys = [{'key': item['key'], 'count': item['count_all']} for item in data['data']]
+        
+        logger.info(f"Successfully fetched {len(top_keys)} keys")
+        return top_keys
+    
+    except requests.exceptions.RequestException as e:
+        logger.error(f"Error fetching data from TagInfo API: {e}")
+        return []
+
+def save_to_json(data, filename):
+    """
+    Save data to a JSON file
+    
+    Args:
+        data: Data to save
+        filename (str): Name of the file
+    """
+    try:
+        with open(filename, 'w', encoding='utf-8') as f:
+            json.dump(data, f, indent=2, ensure_ascii=False)
+        logger.info(f"Data saved to {filename}")
+    except IOError as e:
+        logger.error(f"Error saving data to {filename}: {e}")
+
+def fetch_wiki_page(key, language='en'):
+    """
+    Fetch wiki page for a given key
+    
+    Args:
+        key (str): OSM key
+        language (str): Language code ('en' or 'fr')
+        
+    Returns:
+        dict: Dictionary with page information or None if page doesn't exist
+    """
+    base_url = WIKI_BASE_URL_EN if language == 'en' else WIKI_BASE_URL_FR
+    url = f"{base_url}{key}"
+    
+    logger.info(f"Fetching {language} wiki page for key '{key}': {url}")
+    
+    try:
+        response = requests.get(url)
+        
+        # Check if page exists
+        if response.status_code == 404:
+            logger.warning(f"Wiki page for key '{key}' in {language} does not exist")
+            return None
+        
+        response.raise_for_status()
+        
+        soup = BeautifulSoup(response.text, 'html.parser')
+        
+        # Get last modification date
+        last_modified = None
+        footer_info = soup.select_one('#footer-info-lastmod')
+        if footer_info:
+            date_text = footer_info.text
+            # Extract date using regex
+            date_match = re.search(r'(\d{1,2} \w+ \d{4})', date_text)
+            if date_match:
+                date_str = date_match.group(1)
+                try:
+                    # Parse date (format may vary based on wiki language)
+                    last_modified = datetime.strptime(date_str, '%d %B %Y').strftime('%Y-%m-%d')
+                except ValueError:
+                    logger.warning(f"Could not parse date: {date_str}")
+        
+        # Extract sections (h2, h3, h4)
+        section_elements = soup.select('h2, h3, h4')
+        sections = len(section_elements)
+        
+        # Extract section titles
+        section_titles = []
+        for section_elem in section_elements:
+            # Skip sections that are part of the table of contents, navigation, or DescriptionBox
+            if section_elem.parent and section_elem.parent.get('id') in ['toc', 'mw-navigation']:
+                continue
+                
+            # Skip sections that are inside a table with class DescriptionBox
+            if section_elem.find_parent('table', class_='DescriptionBox'):
+                continue
+                
+            # Get the text of the section title, removing any edit links
+            for edit_link in section_elem.select('.mw-editsection'):
+                edit_link.extract()
+            
+            section_title = section_elem.get_text(strip=True)
+            section_level = int(section_elem.name[1])  # h2 -> 2, h3 -> 3, h4 -> 4
+            
+            section_titles.append({
+                'title': section_title,
+                'level': section_level
+            })
+        
+        # Count words in the content
+        content = soup.select_one('#mw-content-text')
+        if content:
+            # Remove script and style elements
+            for script in content.select('script, style'):
+                script.extract()
+            
+            # Remove .languages elements
+            for languages_elem in content.select('.languages'):
+                languages_elem.extract()
+            
+            # Get text and count words
+            text = content.get_text(separator=' ', strip=True)
+            word_count = len(text.split())
+            
+            # Extract links
+            links = content.select('a')
+            link_count = len(links)
+            
+            # Get link details (text and href)
+            link_details = []
+            for link in links:
+                href = link.get('href', '')
+                # Skip edit section links and other non-content links
+                if 'action=edit' in href or 'redlink=1' in href or not href:
+                    continue
+                
+                # Make relative URLs absolute
+                if href.startswith('/'):
+                    href = 'https://wiki.openstreetmap.org' + href
+                
+                link_text = link.get_text(strip=True)
+                if link_text:  # Only include links with text
+                    link_details.append({
+                        'text': link_text,
+                        'href': href
+                    })
+            
+            # Extract media (images)
+            media_elements = content.select('img')
+            media_count = len(media_elements)
+            
+            # Get media details (src and alt text)
+            media_details = []
+
+            # Extract description image specifically
+            # Try multiple selectors to find the description image
+            description_img = None
+
+            # Debug: Log the key we're processing
+            logger.info(f"Looking for description image for key '{key}' in {language}")
+
+            # Function to filter out OSM logo and small icons
+            def is_relevant_image(img):
+                src = img.get('src', '')
+                # Skip OSM logo
+                if 'osm_logo' in src:
+                    return False
+                # Skip small icons (usually less than 30px)
+                width = img.get('width')
+                if width and int(width) < 30:
+                    return False
+                height = img.get('height')
+                if height and int(height) < 30:
+                    return False
+                return True
+
+            # Special case for highway key - directly target the image we want
+            if key == 'highway':
+                # Try to find the specific image in figure elements
+                highway_img_elements = content.select('figure.mw-halign-center img')
+                logger.info(f"  Highway specific selector 'figure.mw-halign-center img' found {len(highway_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in highway_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images for highway")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using highway-specific image: {description_img.get('src', '')}")
+
+            # If not found with highway-specific selector, try the td.d_image selector
+            if not description_img:
+                description_img_elements = content.select('td.d_image img')
+                logger.info(f"  Selector 'td.d_image img' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in td.d_image")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from 'td.d_image img': {description_img.get('src', '')}")
+
+            # If still not found, try the specific selector for .description img.mw-file-element
+            if not description_img:
+                description_img_elements = content.select('.description img.mw-file-element')
+                logger.info(f"  Selector '.description img.mw-file-element' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in .description")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from '.description img.mw-file-element': {description_img.get('src', '')}")
+
+            # If still not found, try images in figures within the description box
+            if not description_img:
+                description_img_elements = content.select('.description figure img')
+                logger.info(f"  Selector '.description figure img' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in .description figure")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from '.description figure img': {description_img.get('src', '')}")
+
+            # If still not found, try any image in the description box
+            if not description_img:
+                description_img_elements = content.select('.description img')
+                logger.info(f"  Selector '.description img' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in .description general")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from '.description img': {description_img.get('src', '')}")
+
+            # If still not found, try images in the DescriptionBox table
+            if not description_img:
+                description_img_elements = content.select('table.DescriptionBox img')
+                logger.info(f"  Selector 'table.DescriptionBox img' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in DescriptionBox")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from 'table.DescriptionBox img': {description_img.get('src', '')}")
+
+            # If still not found, try images in figure elements anywhere in the content
+            if not description_img:
+                description_img_elements = content.select('figure img')
+                logger.info(f"  Selector 'figure img' found {len(description_img_elements)} elements")
+
+                # Filter for relevant images
+                relevant_images = [img for img in description_img_elements if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in figure elements")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using image from 'figure img': {description_img.get('src', '')}")
+
+            # If we still don't have an image, use any image that's not the OSM logo
+            if not description_img:
+                all_images = content.select('img')
+                relevant_images = [img for img in all_images if is_relevant_image(img)]
+                logger.info(f"  Found {len(relevant_images)} relevant images in the entire page")
+
+                if relevant_images:
+                    description_img = relevant_images[0]
+                    logger.info(f"  Using fallback image: {description_img.get('src', '')}")
+
+            # Process the found image
+            description_img_url = None
+            if description_img:
+                src = description_img.get('src', '')
+                if src:
+                    # Make relative URLs absolute
+                    if src.startswith('//'):
+                        src = 'https:' + src
+                    elif src.startswith('/'):
+                        src = 'https://wiki.openstreetmap.org' + src
+
+                    description_img_url = src
+
+            # Process all images
+            for img in media_elements:
+                src = img.get('src', '')
+                if src:
+                    # Make relative URLs absolute
+                    if src.startswith('//'):
+                        src = 'https:' + src
+                    elif src.startswith('/'):
+                        src = 'https://wiki.openstreetmap.org' + src
+                    
+                    alt_text = img.get('alt', '')
+                    media_details.append({
+                        'src': src,
+                        'alt': alt_text
+                    })
+            
+            # Extract categories
+            categories = []
+            category_links = soup.select('#mw-normal-catlinks li a')
+            for cat_link in category_links:
+                categories.append(cat_link.get_text(strip=True))
+        else:
+            word_count = 0
+            link_count = 0
+            link_details = []
+            media_count = 0
+            media_details = []
+            categories = []
+        
+        return {
+            'key': key,
+            'language': language,
+            'url': url,
+            'last_modified': last_modified,
+            'sections': sections,
+            'section_titles': section_titles,
+            'word_count': word_count,
+            'link_count': link_count,
+            'link_details': link_details,
+            'media_count': media_count,
+            'media_details': media_details,
+            'categories': categories,
+            'description_img_url': description_img_url
+        }
+    
+    except requests.exceptions.RequestException as e:
+        logger.error(f"Error fetching wiki page for key '{key}' in {language}: {e}")
+        return None
+
+def generate_staleness_histogram(wiki_pages):
+    """
+    Generate a histogram of staleness scores by 10% ranges
+    
+    Args:
+        wiki_pages (list): List of dictionaries containing page information with staleness scores
+        
+    Returns:
+        None: Saves the histogram to a file
+    """
+    logger.info("Generating histogram of staleness scores by 10% ranges...")
+    
+    # Extract staleness scores
+    staleness_scores = []
+    for page in wiki_pages:
+        if page and 'staleness_score' in page:
+            staleness_scores.append(page['staleness_score'])
+    
+    if not staleness_scores:
+        logger.warning("No staleness scores found. Cannot generate histogram.")
+        return
+    
+    # Determine the maximum score for binning
+    max_score = max(staleness_scores)
+    # Round up to the nearest 10 to ensure all scores are included
+    max_bin_edge = np.ceil(max_score / 10) * 10
+    
+    # Create bins for 10% ranges
+    bins = np.arange(0, max_bin_edge + 10, 10)
+    
+    # Count scores in each bin
+    hist, bin_edges = np.histogram(staleness_scores, bins=bins)
+    
+    # Create histogram
+    plt.figure(figsize=(12, 6))
+    
+    # Create bar chart
+    plt.bar(range(len(hist)), hist, align='center')
+    
+    # Set x-axis labels for each bin
+    bin_labels = [f"{int(bin_edges[i])}-{int(bin_edges[i+1])}%" for i in range(len(bin_edges)-1)]
+    plt.xticks(range(len(hist)), bin_labels, rotation=45)
+    
+    # Set labels and title
+    plt.xlabel('Tranches de score de décrépitude (en %)')
+    plt.ylabel('Nombre de pages')
+    plt.title('Répartition du score de décrépitude par tranches de 10%')
+    
+    # Add grid for better readability
+    plt.grid(axis='y', linestyle='--', alpha=0.7)
+    
+    # Adjust layout
+    plt.tight_layout()
+    
+    # Save figure
+    plt.savefig(STALENESS_HISTOGRAM_FILE)
+    logger.info(f"Histogram saved to {STALENESS_HISTOGRAM_FILE}")
+    
+    # Close the figure to free memory
+    plt.close()
+
+def analyze_wiki_pages(pages):
+    """
+    Analyze wiki pages to determine which ones need updating
+    
+    Args:
+        pages (list): List of dictionaries containing page information
+        
+    Returns:
+        list: List of pages that need updating, sorted by priority
+    """
+    logger.info("Analyzing wiki pages to identify those needing updates...")
+    
+    # Group pages by key
+    pages_by_key = {}
+    for page in pages:
+        if page is None:
+            continue
+        
+        key = page['key']
+        if key not in pages_by_key:
+            pages_by_key[key] = {}
+        
+        pages_by_key[key][page['language']] = page
+    
+    # Analyze each key's pages
+    needs_update = []
+    
+    for key, lang_pages in pages_by_key.items():
+        # Skip if either language is missing
+        if 'en' not in lang_pages or 'fr' not in lang_pages:
+            if 'en' in lang_pages:
+                # French page is missing
+                # For missing French pages, calculate a high staleness score
+                # Use word count as the main factor (50% weight)
+                missing_staleness_score = (
+                    30 * 0.2 +  # Assume 30 days outdated (20%)
+                    lang_pages['en']['word_count'] / 100 * 0.5 +  # Word count (50%)
+                    lang_pages['en']['sections'] * 0.15 +  # Sections (15%)
+                    lang_pages['en']['link_count'] / 10 * 0.15  # Links (15%)
+                )
+                
+                # Round to 2 decimal places and ensure it's high
+                missing_staleness_score = max(100, round(missing_staleness_score, 2))
+                
+                # Get media count or default to 0
+                media_count = lang_pages['en'].get('media_count', 0)
+                
+                needs_update.append({
+                    'key': key,
+                    'reason': 'French page missing',
+                    'en_page': lang_pages['en'],
+                    'fr_page': None,
+                    'date_diff': 0,
+                    'word_diff': lang_pages['en']['word_count'],
+                    'section_diff': lang_pages['en']['sections'],
+                    'link_diff': lang_pages['en']['link_count'],
+                    'media_diff': media_count,
+                    'staleness_score': missing_staleness_score,
+                    'priority': missing_staleness_score,  # Use staleness score as priority
+                    'section_comparison': None,  # No comparison possible
+                    'link_comparison': None,     # No comparison possible
+                    'media_comparison': None,    # No comparison possible
+                    'category_comparison': None  # No comparison possible
+                })
+            continue
+        
+        en_page = lang_pages['en']
+        fr_page = lang_pages['fr']
+        
+        # Skip if dates are missing
+        if not en_page['last_modified'] or not fr_page['last_modified']:
+            continue
+        
+        # Calculate date difference in days
+        en_date = datetime.strptime(en_page['last_modified'], '%Y-%m-%d')
+        fr_date = datetime.strptime(fr_page['last_modified'], '%Y-%m-%d')
+        date_diff = (en_date - fr_date).days
+        
+        # Calculate content differences
+        word_diff = en_page['word_count'] - fr_page['word_count']
+        section_diff = en_page['sections'] - fr_page['sections']
+        link_diff = en_page['link_count'] - fr_page['link_count']
+        media_diff = en_page.get('media_count', 0) - fr_page.get('media_count', 0)
+        
+        # Calculate staleness score (higher means more outdated/stale)
+        # Weight factors adjusted to emphasize word count differences
+        staleness_score = (
+            abs(date_diff) * 0.2 +  # Date difference (20%)
+            abs(word_diff) / 100 * 0.5 +  # Word count difference (normalized) (50%)
+            abs(section_diff) * 0.15 +  # Section difference (15%)
+            abs(link_diff) / 10 * 0.15  # Link count difference (normalized) (15%)
+        )
+        
+        # Round to 2 decimal places for display
+        staleness_score = round(staleness_score, 2)
+        
+        # Compare sections between English and French pages
+        section_comparison = {
+            'en_only': [],
+            'fr_only': [],
+            'common': []
+        }
+        
+        # Group sections by their level for hierarchical comparison
+        en_sections_by_level = {}
+        fr_sections_by_level = {}
+        
+        # Organize English sections by level
+        for section in en_page.get('section_titles', []):
+            level = section['level']
+            if level not in en_sections_by_level:
+                en_sections_by_level[level] = []
+            en_sections_by_level[level].append(section)
+            
+        # Organize French sections by level
+        for section in fr_page.get('section_titles', []):
+            level = section['level']
+            if level not in fr_sections_by_level:
+                fr_sections_by_level[level] = []
+            fr_sections_by_level[level].append(section)
+        
+        # Process each level to find matching sections
+        all_levels = set(list(en_sections_by_level.keys()) + list(fr_sections_by_level.keys()))
+        
+        for level in all_levels:
+            en_level_sections = en_sections_by_level.get(level, [])
+            fr_level_sections = fr_sections_by_level.get(level, [])
+            
+            # Create dictionaries for easier lookup, using lowercase titles
+            en_dict = {section['title'].lower(): section for section in en_level_sections}
+            fr_dict = {section['title'].lower(): section for section in fr_level_sections}
+            
+            # Find sections at this level only in English
+            for title, section in en_dict.items():
+                if title not in fr_dict:
+                    section_comparison['en_only'].append(section)
+            
+            # Find sections at this level only in French
+            for title, section in fr_dict.items():
+                if title not in en_dict:
+                    section_comparison['fr_only'].append(section)
+            
+            # Find common sections at this level
+            for title in en_dict.keys():
+                if title in fr_dict:
+                    section_comparison['common'].append({
+                        'en': en_dict[title],
+                        'fr': fr_dict[title]
+                    })
+        
+        # Compare links between English and French pages
+        link_comparison = {
+            'en_only': [],
+            'fr_only': [],
+            'common': []
+        }
+        
+        # Extract link texts for comparison (case insensitive)
+        en_links = {link['text'].lower(): link for link in en_page.get('link_details', [])}
+        fr_links = {link['text'].lower(): link for link in fr_page.get('link_details', [])}
+        
+        # Find links only in English
+        for text, link in en_links.items():
+            if text not in fr_links:
+                link_comparison['en_only'].append(link)
+        
+        # Find links only in French
+        for text, link in fr_links.items():
+            if text not in en_links:
+                link_comparison['fr_only'].append(link)
+        
+        # Find common links
+        for text in en_links.keys():
+            if text in fr_links:
+                link_comparison['common'].append({
+                    'en': en_links[text],
+                    'fr': fr_links[text]
+                })
+        
+        # Compare media between English and French pages
+        media_comparison = {
+            'en_only': [],
+            'fr_only': [],
+            'common': []
+        }
+        
+        # Extract media alt texts for comparison (case insensitive)
+        en_media = {media['alt'].lower(): media for media in en_page.get('media_details', []) if media['alt']}
+        fr_media = {media['alt'].lower(): media for media in fr_page.get('media_details', []) if media['alt']}
+        
+        # Find media only in English
+        for alt, media in en_media.items():
+            if alt not in fr_media:
+                media_comparison['en_only'].append(media)
+        
+        # Find media only in French
+        for alt, media in fr_media.items():
+            if alt not in en_media:
+                media_comparison['fr_only'].append(media)
+        
+        # Find common media
+        for alt in en_media.keys():
+            if alt in fr_media:
+                media_comparison['common'].append({
+                    'en': en_media[alt],
+                    'fr': fr_media[alt]
+                })
+        
+        # Add media without alt text to their respective language-only lists
+        for media in en_page.get('media_details', []):
+            if not media['alt'] or media['alt'].lower() not in en_media:
+                media_comparison['en_only'].append(media)
+        
+        for media in fr_page.get('media_details', []):
+            if not media['alt'] or media['alt'].lower() not in fr_media:
+                media_comparison['fr_only'].append(media)
+        
+        # Compare categories between English and French pages
+        category_comparison = {
+            'en_only': [],
+            'fr_only': [],
+            'common': []
+        }
+        
+        # Extract categories for comparison (case insensitive)
+        en_categories = [cat.lower() for cat in en_page.get('categories', [])]
+        fr_categories = [cat.lower() for cat in fr_page.get('categories', [])]
+        
+        # Find categories only in English
+        for cat in en_page.get('categories', []):
+            if cat.lower() not in fr_categories:
+                category_comparison['en_only'].append(cat)
+        
+        # Find categories only in French
+        for cat in fr_page.get('categories', []):
+            if cat.lower() not in en_categories:
+                category_comparison['fr_only'].append(cat)
+        
+        # Find common categories
+        for cat in en_page.get('categories', []):
+            if cat.lower() in fr_categories:
+                category_comparison['common'].append(cat)
+        
+        if date_diff > 30 or word_diff > 200 or section_diff > 2 or link_diff > 20 or fr_page['word_count'] < en_page['word_count'] * 0.7:
+            reason = []
+            if date_diff > 30:
+                reason.append(f"La version Française est datée de {date_diff} jours")
+            if word_diff > 200:
+                reason.append(f"La version Anglaise a {word_diff} plus de mots")
+            if section_diff > 2:
+                reason.append(f"La version Anglaise a {section_diff} plus de sections")
+            if link_diff > 20:
+                reason.append(f"La version Anglaise a {link_diff} plus de liens")
+            if media_diff > 5:
+                reason.append(f"La version Anglaise a {media_diff} plus d'images")
+            if fr_page['word_count'] < en_page['word_count'] * 0.7:
+                reason.append(f"La version Française a seulement {fr_page['word_count'] / en_page['word_count']:.0%} % du contenu en Anglais.")
+            
+            needs_update.append({
+                'key': key,
+                'reason': ', '.join(reason),
+                'en_page': en_page,
+                'fr_page': fr_page,
+                'date_diff': date_diff,
+                'word_diff': word_diff,
+                'section_diff': section_diff,
+                'link_diff': link_diff,
+                'media_diff': media_diff,
+                'staleness_score': staleness_score,
+                'priority': staleness_score,  # Use staleness score as priority
+                'section_comparison': section_comparison,
+                'link_comparison': link_comparison,
+                'media_comparison': media_comparison,
+                'category_comparison': category_comparison
+            })
+    
+    # Sort by priority (descending)
+    needs_update.sort(key=lambda x: x['priority'], reverse=True)
+    
+    return needs_update
+
+def main():
+    """Main function to execute the script"""
+    logger.info("Starting wiki_compare.py")
+    
+    # Create output directory if it doesn't exist
+    os.makedirs(os.path.dirname(os.path.abspath(__file__)), exist_ok=True)
+    
+    # Fetch top keys
+    top_keys = fetch_top_keys(NUM_WIKI_PAGES)
+    
+    if not top_keys:
+        logger.error("Failed to fetch top keys. Exiting.")
+        return
+    
+    # Save top keys to JSON
+    save_to_json(top_keys, TOP_KEYS_FILE)
+    
+    # Fetch wiki pages for each key
+    wiki_pages = []
+    
+    for key_info in top_keys:
+        key = key_info['key']
+        
+        # Fetch English page
+        en_page = fetch_wiki_page(key, 'en')
+        if en_page:
+            wiki_pages.append(en_page)
+        
+        # Fetch French page
+        fr_page = fetch_wiki_page(key, 'fr')
+        if fr_page:
+            wiki_pages.append(fr_page)
+    
+    # Process wiki pages to add staleness score
+    processed_wiki_pages = []
+    pages_by_key = {}
+    
+    # Group pages by key
+    for page in wiki_pages:
+        if page is None:
+            continue
+        
+        key = page['key']
+        if key not in pages_by_key:
+            pages_by_key[key] = {}
+        
+        pages_by_key[key][page['language']] = page
+    
+    # Calculate staleness score for each pair of pages
+    for key, lang_pages in pages_by_key.items():
+        # Add English page with staleness score
+        if 'en' in lang_pages:
+            en_page = lang_pages['en'].copy()
+            
+            # If French page exists, calculate staleness score
+            if 'fr' in lang_pages:
+                fr_page = lang_pages['fr']
+                
+                # Skip if dates are missing
+                if en_page['last_modified'] and fr_page['last_modified']:
+                    # Calculate date difference in days
+                    en_date = datetime.strptime(en_page['last_modified'], '%Y-%m-%d')
+                    fr_date = datetime.strptime(fr_page['last_modified'], '%Y-%m-%d')
+                    date_diff = (en_date - fr_date).days
+                    
+                    # Calculate content differences
+                    word_diff = en_page['word_count'] - fr_page['word_count']
+                    section_diff = en_page['sections'] - fr_page['sections']
+                    link_diff = en_page['link_count'] - fr_page['link_count']
+                    
+                    # Calculate staleness score
+                    staleness_score = (
+                        abs(date_diff) * 0.2 +
+                        abs(word_diff) / 100 * 0.5 +
+                        abs(section_diff) * 0.15 +
+                        abs(link_diff) / 10 * 0.15
+                    )
+                    
+                    # Round to 2 decimal places
+                    staleness_score = round(staleness_score, 2)
+                    
+                    en_page['staleness_score'] = staleness_score
+                    fr_page['staleness_score'] = staleness_score
+                else:
+                    en_page['staleness_score'] = 0
+                    fr_page['staleness_score'] = 0
+                
+                processed_wiki_pages.append(en_page)
+                processed_wiki_pages.append(fr_page)
+            else:
+                # French page is missing, calculate a high staleness score
+                missing_staleness_score = (
+                    30 * 0.2 +
+                    en_page['word_count'] / 100 * 0.5 +
+                    en_page['sections'] * 0.15 +
+                    en_page['link_count'] / 10 * 0.15
+                )
+                
+                # Round to 2 decimal places and ensure it's high
+                missing_staleness_score = max(100, round(missing_staleness_score, 2))
+                
+                en_page['staleness_score'] = missing_staleness_score
+                processed_wiki_pages.append(en_page)
+        
+        # Add French page without English counterpart (rare case)
+        elif 'fr' in lang_pages:
+            fr_page = lang_pages['fr'].copy()
+            fr_page['staleness_score'] = 0
+            processed_wiki_pages.append(fr_page)
+    
+    # Generate histogram of staleness scores
+    generate_staleness_histogram(processed_wiki_pages)
+    
+    # Save processed wiki pages to CSV
+    try:
+        with open(WIKI_PAGES_CSV, 'w', newline='', encoding='utf-8') as f:
+            # Basic fields for CSV (detailed content will be in JSON only)
+            fieldnames = ['key', 'language', 'url', 'last_modified', 'sections', 'word_count', 'link_count', 'media_count', 'staleness_score', 'description_img_url']
+            writer = csv.DictWriter(f, fieldnames=fieldnames)
+            
+            writer.writeheader()
+            for page in processed_wiki_pages:
+                if page:  # Skip None values
+                    # Create a copy with only the CSV fields
+                    csv_page = {field: page.get(field, '') for field in fieldnames if field in page}
+                    writer.writerow(csv_page)
+        
+        logger.info(f"Wiki page data saved to {WIKI_PAGES_CSV}")
+    
+    except IOError as e:
+        logger.error(f"Error saving data to {WIKI_PAGES_CSV}: {e}")
+        return
+    
+    # Analyze pages to find those needing updates
+    pages_to_update = analyze_wiki_pages(wiki_pages)
+    
+    # Save pages that need updating to JSON
+    save_to_json(pages_to_update, OUTDATED_PAGES_FILE)
+    
+    # Print the top pages needing updates
+    print(f"\n===== TOP {min(NUM_WIKI_PAGES, len(pages_to_update))} WIKI PAGES NEEDING UPDATES =====")
+    
+    for i, page in enumerate(pages_to_update[:NUM_WIKI_PAGES], 1):
+        key = page['key']
+        reason = page['reason']
+        en_url = page['en_page']['url'] if page['en_page'] else "N/A"
+        fr_url = page['fr_page']['url'] if page['fr_page'] else "N/A"
+        
+        print(f"{i}. Key: {key}")
+        print(f"   Reason: {reason}")
+        print(f"   English: {en_url}")
+        print(f"   French: {fr_url}")
+        print()
+    
+    logger.info("Script completed successfully")
+
+if __name__ == "__main__":
+    main()
--- a/wiki_compare/wiki_pages.csv
+++ b/wiki_compare/wiki_pages.csv
@ -38,3 +38,137 @@ source:date,fr,https://wiki.openstreetmap.org/wiki/FR:Key:source:date,2023-07-21
 service,en,https://wiki.openstreetmap.org/wiki/Key:service,2025-03-16,22,1436,218,17,83.79,https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png
 service,fr,https://wiki.openstreetmap.org/wiki/FR:Key:service,2024-03-04,11,443,100,10,83.79,https://wiki.openstreetmap.org/w/images/thumb/7/76/Osm_element_node.svg/30px-Osm_element_node.svg.png
 addr:state,en,https://wiki.openstreetmap.org/wiki/Key:addr:state,2023-06-23,12,289,74,11,100,https://upload.wikimedia.org/wikipedia/commons/thumb/e/ef/WVaCent.jpg/200px-WVaCent.jpg
+access,en,https://wiki.openstreetmap.org/wiki/Key:access,2025-08-06,31,5803,708,98,66.75,https://wiki.openstreetmap.org/w/images/5/5e/WhichAccess.png
+access,fr,https://wiki.openstreetmap.org/wiki/FR:Key:access,2024-11-27,33,3200,506,83,66.75,https://wiki.openstreetmap.org/w/images/5/5e/WhichAccess.png
+oneway,en,https://wiki.openstreetmap.org/wiki/Key:oneway,2025-07-17,28,2318,290,30,19.4,https://upload.wikimedia.org/wikipedia/commons/thumb/1/13/One_way_sign.JPG/200px-One_way_sign.JPG
+oneway,fr,https://wiki.openstreetmap.org/wiki/FR:Key:oneway,2025-06-16,14,645,108,14,19.4,https://upload.wikimedia.org/wikipedia/commons/thumb/f/f4/France_road_sign_C12.svg/200px-France_road_sign_C12.svg.png
+height,en,https://wiki.openstreetmap.org/wiki/Key:height,2025-07-21,24,1184,184,20,8.45,https://upload.wikimedia.org/wikipedia/commons/thumb/8/88/Height_demonstration_diagram.png/200px-Height_demonstration_diagram.png
+height,fr,https://wiki.openstreetmap.org/wiki/FR:Key:height,2025-06-14,21,1285,190,21,8.45,https://upload.wikimedia.org/wikipedia/commons/thumb/8/88/Height_demonstration_diagram.png/200px-Height_demonstration_diagram.png
+ref,en,https://wiki.openstreetmap.org/wiki/Key:ref,2025-07-25,26,4404,782,115,11.79,https://upload.wikimedia.org/wikipedia/commons/thumb/3/3d/UK_traffic_sign_2901.svg/200px-UK_traffic_sign_2901.svg.png
+ref,fr,https://wiki.openstreetmap.org/wiki/FR:Key:ref,2025-07-30,20,3393,460,12,11.79,https://upload.wikimedia.org/wikipedia/commons/thumb/a/a4/Autoroute_fran%C3%A7aise_1.svg/200px-Autoroute_fran%C3%A7aise_1.svg.png
+maxspeed,en,https://wiki.openstreetmap.org/wiki/Key:maxspeed,2025-08-20,30,4275,404,38,39.24,https://upload.wikimedia.org/wikipedia/commons/thumb/6/63/Zeichen_274-60_-_Zul%C3%A4ssige_H%C3%B6chstgeschwindigkeit%2C_StVO_2017.svg/200px-Zeichen_274-60_-_Zul%C3%A4ssige_H%C3%B6chstgeschwindigkeit%2C_StVO_2017.svg.png
+maxspeed,fr,https://wiki.openstreetmap.org/wiki/FR:Key:maxspeed,2025-05-10,25,1401,156,23,39.24,https://upload.wikimedia.org/wikipedia/commons/thumb/6/63/Zeichen_274-60_-_Zul%C3%A4ssige_H%C3%B6chstgeschwindigkeit%2C_StVO_2017.svg/200px-Zeichen_274-60_-_Zul%C3%A4ssige_H%C3%B6chstgeschwindigkeit%2C_StVO_2017.svg.png
+lanes,en,https://wiki.openstreetmap.org/wiki/Key:lanes,2025-08-21,26,2869,355,48,117.16,https://upload.wikimedia.org/wikipedia/commons/thumb/f/f4/A55_trunk_road_looking_east_-_geograph.org.uk_-_932668.jpg/200px-A55_trunk_road_looking_east_-_geograph.org.uk_-_932668.jpg
+lanes,fr,https://wiki.openstreetmap.org/wiki/FR:Key:lanes,2024-03-07,19,1492,167,19,117.16,https://wiki.openstreetmap.org/w/images/thumb/d/d4/Dscf0444_600.jpg/200px-Dscf0444_600.jpg
+start_date,en,https://wiki.openstreetmap.org/wiki/Key:start_date,2025-08-01,22,1098,168,29,214.58,https://upload.wikimedia.org/wikipedia/commons/thumb/d/dc/Connel_bridge_plate.jpg/200px-Connel_bridge_plate.jpg
+start_date,fr,https://wiki.openstreetmap.org/wiki/FR:Key:start_date,2022-08-29,19,1097,133,22,214.58,https://upload.wikimedia.org/wikipedia/commons/thumb/d/dc/Connel_bridge_plate.jpg/200px-Connel_bridge_plate.jpg
+addr:district,en,https://wiki.openstreetmap.org/wiki/Key:addr:district,2023-11-06,11,244,76,11,139.96,https://upload.wikimedia.org/wikipedia/commons/thumb/d/d0/Hangal_Taluk.jpg/200px-Hangal_Taluk.jpg
+addr:district,fr,https://wiki.openstreetmap.org/wiki/FR:Key:addr:district,2025-08-23,15,1653,150,77,139.96,https://wiki.openstreetmap.org/w/images/thumb/e/e9/Housenumber-karlsruhe-de.png/200px-Housenumber-karlsruhe-de.png
+layer,en,https://wiki.openstreetmap.org/wiki/Key:layer,2025-01-02,16,1967,181,17,65.95,https://wiki.openstreetmap.org/w/images/thumb/2/26/Washington_layers.png/200px-Washington_layers.png
+layer,fr,https://wiki.openstreetmap.org/wiki/FR:Key:layer,2024-02-16,15,2231,162,17,65.95,https://wiki.openstreetmap.org/w/images/thumb/2/26/Washington_layers.png/200px-Washington_layers.png
+type,en,https://wiki.openstreetmap.org/wiki/Key:type,2025-05-13,20,911,200,72,334.06,https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png
+type,fr,https://wiki.openstreetmap.org/wiki/FR:Key:type,2020-11-13,10,444,78,10,334.06,https://wiki.openstreetmap.org/w/images/thumb/5/58/Osm_element_node_no.svg/30px-Osm_element_node_no.svg.png
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