├── collector ├── requirements.txt ├── collect.py ├── fb_ads_library_cleanup.py ├── recollect_inactive.py └── fb_ads_library_api.py ├── webapp ├── public │ ├── images │ │ ├── PD.png │ │ ├── flags.png │ │ ├── info.png │ │ ├── flags@2x.png │ │ ├── dmrc_logo.jpg │ │ ├── main-logo.png │ │ ├── sort_icon.png │ │ ├── main-logo-old.png │ │ ├── main-logo-oldv2.png │ │ ├── country_logos │ │ │ ├── au.png │ │ │ └── ca.png │ │ ├── PoliDasboard-SocialLogo.png │ │ ├── polidashboard_logo_sm.png │ │ ├── polidashboard with white tagline.png │ │ └── SML_logo_2012_transparent_black_text.png │ ├── js │ │ ├── jquery.customInput.js │ │ ├── jquery.slicknav.min.js │ │ └── general.js │ ├── css │ │ ├── c3.min.css │ │ └── daterangepicker.min.css │ └── maps │ │ ├── origins.txt │ │ ├── cy.json │ │ ├── lu.json │ │ ├── lv.json │ │ ├── be.json │ │ ├── sk.json │ │ ├── ge.json │ │ ├── at.json │ │ ├── za.json │ │ ├── lt.json │ │ ├── cd.json │ │ └── dk.json ├── app.js ├── package.json ├── views │ ├── facebook_ads.ejs │ ├── status.ejs │ ├── index.ejs │ └── partials │ │ └── heatmap.ejs └── countries.json ├── postgresql ├── create_polidashboard_db.sql ├── create_new_partitions.py └── tables.sql └── .gitignore /collector/requirements.txt: -------------------------------------------------------------------------------- 1 | dotenv=0.9.9 2 | psycopg2==2.9.10 3 | requests==2.32.3 4 | sshtunnel==2.4.0 -------------------------------------------------------------------------------- /webapp/public/images/PD.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/PD.png -------------------------------------------------------------------------------- /webapp/public/images/flags.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/flags.png -------------------------------------------------------------------------------- /webapp/public/images/info.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/info.png -------------------------------------------------------------------------------- /webapp/public/images/flags@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/flags@2x.png -------------------------------------------------------------------------------- /webapp/public/images/dmrc_logo.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/dmrc_logo.jpg -------------------------------------------------------------------------------- /webapp/public/images/main-logo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/main-logo.png -------------------------------------------------------------------------------- /webapp/public/images/sort_icon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/sort_icon.png -------------------------------------------------------------------------------- /webapp/public/images/main-logo-old.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/main-logo-old.png -------------------------------------------------------------------------------- /webapp/public/images/main-logo-oldv2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/main-logo-oldv2.png -------------------------------------------------------------------------------- /webapp/public/images/country_logos/au.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/country_logos/au.png -------------------------------------------------------------------------------- /webapp/public/images/country_logos/ca.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/country_logos/ca.png -------------------------------------------------------------------------------- /webapp/public/images/PoliDasboard-SocialLogo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/PoliDasboard-SocialLogo.png -------------------------------------------------------------------------------- /webapp/public/images/polidashboard_logo_sm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/polidashboard_logo_sm.png -------------------------------------------------------------------------------- /webapp/public/images/polidashboard with white tagline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/polidashboard with white tagline.png -------------------------------------------------------------------------------- /webapp/public/images/SML_logo_2012_transparent_black_text.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/smlabto/polidashboard/HEAD/webapp/public/images/SML_logo_2012_transparent_black_text.png -------------------------------------------------------------------------------- /postgresql/create_polidashboard_db.sql: -------------------------------------------------------------------------------- 1 | \i ./tables.sql 2 | \i ./ad_data_partitions.sql 3 | \i ./ad_creative_content_partitions.sql 4 | \i ./ad_region_partitions.sql 5 | \i ./ad_demographic_partitions.sql 6 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | # — Python artifacts 2 | __pycache__/ 3 | *.py[cod] 4 | 5 | # — Collector 6 | collector/__pycache__/ 7 | collector/*.pyc 8 | 9 | # — Node modules & lockfiles 10 | webapp/node_modules/ 11 | webapp/package-lock.json 12 | webapp/npm-debug.log* 13 | 14 | # — Environment 15 | .env 16 | .env.local 17 | 18 | # — Logs and temp files 19 | *.log 20 | *.tmp 21 | 22 | # — Ignore editor/OS cruft 23 | .DS_Store 24 | *.swp 25 | 26 | # VS Code 27 | .vscode/ 28 | 29 | -------------------------------------------------------------------------------- /webapp/app.js: -------------------------------------------------------------------------------- 1 | var express = require('express') 2 | const path = require('path') 3 | var bodyParser = require('body-parser') 4 | var fs = require('fs') 5 | const https = require("http") //https 6 | 7 | require('dotenv').config({ path: path.join(__dirname, '../../.env') }); 8 | 9 | console.log(`path: `, path.join(__dirname, '../../.env')); 10 | process.env.TZ = 'UTC'; 11 | const port = process.env.PORT || 8088; 12 | 13 | var app = express() 14 | 15 | app.use('/', express.static(path.join(__dirname, 'public'))) 16 | app.set('view engine', 'ejs'); 17 | app.set('views', __dirname + '/views') 18 | app.use(bodyParser.urlencoded({ extended: false })) 19 | 20 | var facebookRouter = require('./facebook_routes.js') 21 | app.use('/', facebookRouter) 22 | app.set('trust proxy', true); 23 | 24 | hostURL = process.env.HOST_URL || '127.0.0.1' 25 | 26 | const server = app.listen(port, () => { 27 | console.log(`Server running on port ${port}`); 28 | }); 29 | 30 | process.on('SIGINT', () => { 31 | server.close(() => { 32 | console.log('Server shut down gracefully'); 33 | process.exit(0); 34 | }); 35 | }); 36 | 37 | server.setTimeout(300000); // 5 min 38 | server.keepAliveTimeout = 60000; // 1 min 39 | server.headersTimeout = 300000; // 5 min -------------------------------------------------------------------------------- /webapp/package.json: -------------------------------------------------------------------------------- 1 | { 2 | "name": "polidashboard-webapp", 3 | "version": "3.0.0", 4 | "description": "Frontend and API server for PoliDashboard, a web app that tracks political, election-related, and social issue ads on Meta-owned platforms.", 5 | "main": "app.js", 6 | "scripts": { 7 | "start": "node app.js", 8 | "dev": "nodemon app.js", 9 | "test": "echo \"No test suite configured yet\" && exit 0", 10 | "lint": "eslint ." 11 | }, 12 | "repository": { 13 | "type": "git", 14 | "url": "https://github.com/smlabto/polidashboard.git" 15 | }, 16 | "bugs": { 17 | "url": "https://github.com/smlabto/polidashboard/issues" 18 | }, 19 | "homepage": "https://polidashboard.org", 20 | "author": "Social Media Lab, Toronto Metropolitan University", 21 | "license": "AGPL-3.0", 22 | "engines": { 23 | "node": ">=18.0.0" 24 | }, 25 | "dependencies": { 26 | "@huggingface/transformers": "^3.4.0", 27 | "cors": "^2.8.5", 28 | "d3-composite-projections": "^1.4.0", 29 | "datatables.net": "^1.13.6", 30 | "datatables.net-dt": "^1.13.6", 31 | "dotenv": "^16.3.1", 32 | "ejs": "^3.1.6", 33 | "express": "^4.21.2", 34 | "ml-distance": "^4.0.1", 35 | "moment": "^2.30.1", 36 | "mysql2": "^3.13.0", 37 | "natural": "^8.0.1", 38 | "node-fetch": "^3.3.2", 39 | "nodemon": "^2.0.22", 40 | "pg": "^8.13.3", 41 | "pm2": "^5.4.3", 42 | "underscore": "^1.13.1", 43 | "vectorious": "^6.1.14", 44 | "wordcloud": "^1.2.2" 45 | }, 46 | "devDependencies": { 47 | "eslint": "^8.0.0" 48 | } 49 | } 50 | -------------------------------------------------------------------------------- /webapp/public/js/jquery.customInput.js: -------------------------------------------------------------------------------- 1 | /** 2 | * -------------------------------------------------------------------- 3 | * jQuery customInput plugin 4 | * Author: Maggie Costello Wachs maggie@filamentgroup.com, Scott Jehl, scott@filamentgroup.com 5 | * Copyright (c) 2009 Filament Group 6 | * licensed under MIT (filamentgroup.com/examples/mit-license.txt) 7 | * -------------------------------------------------------------------- 8 | */ 9 | jQuery.fn.customInput = function(){ 10 | return $(this).each(function(){ 11 | if($(this).is('[type=checkbox],[type=radio]')){ 12 | var input = $(this); 13 | 14 | // get the associated label using the input's id 15 | var label = $('label[for='+input.attr('id')+']'); 16 | 17 | // wrap the input + label in a div 18 | input.add(label).wrapAll('
'); 19 | 20 | // necessary for browsers that don't support the :hover pseudo class on labels 21 | label.hover( 22 | function(){ $(this).addClass('hover'); }, 23 | function(){ $(this).removeClass('hover'); } 24 | ); 25 | 26 | //bind custom event, trigger it, bind click,focus,blur events 27 | input.bind('updateState', function(){ 28 | input.is(':checked') ? label.addClass('checked') : label.removeClass('checked checkedHover checkedFocus'); 29 | }) 30 | .trigger('updateState') 31 | .click(function(){ 32 | $('input[name='+ $(this).attr('name') +']').trigger('updateState'); 33 | }) 34 | .focus(function(){ 35 | label.addClass('focus'); 36 | if(input.is(':checked')){ $(this).addClass('checkedFocus'); } 37 | }) 38 | .blur(function(){ label.removeClass('focus checkedFocus'); }); 39 | } 40 | }); 41 | }; 42 | 43 | 44 | 45 | 46 | -------------------------------------------------------------------------------- /webapp/public/css/c3.min.css: -------------------------------------------------------------------------------- 1 | .c3 svg{font:10px sans-serif;-webkit-tap-highlight-color:transparent}.c3 line,.c3 path{fill:none;stroke:#000}.c3 text{-webkit-user-select:none;-moz-user-select:none;user-select:none}.c3-bars path,.c3-event-rect,.c3-legend-item-tile,.c3-xgrid-focus,.c3-ygrid{shape-rendering:crispEdges}.c3-chart-arc path{stroke:#fff}.c3-chart-arc rect{stroke:#fff;stroke-width:1}.c3-chart-arc text{fill:#fff;font-size:13px}.c3-grid line{stroke:#aaa}.c3-grid text{fill:#aaa}.c3-xgrid,.c3-ygrid{stroke-dasharray:3 3}.c3-text.c3-empty{fill:grey;font-size:2em}.c3-line{stroke-width:1px}.c3-circle._expanded_{stroke-width:1px;stroke:#fff}.c3-selected-circle{fill:#fff;stroke-width:2px}.c3-bar{stroke-width:0}.c3-bar._expanded_{fill-opacity:1;fill-opacity:.75}.c3-target.c3-focused{opacity:1}.c3-target.c3-focused path.c3-line,.c3-target.c3-focused path.c3-step{stroke-width:2px}.c3-target.c3-defocused{opacity:.3!important}.c3-region{fill:#4682b4;fill-opacity:.1}.c3-brush .extent{fill-opacity:.1}.c3-legend-item{font-size:12px}.c3-legend-item-hidden{opacity:.15}.c3-legend-background{opacity:.75;fill:#fff;stroke:#d3d3d3;stroke-width:1}.c3-title{font:14px sans-serif}.c3-tooltip-container{z-index:10}.c3-tooltip{border-collapse:collapse;border-spacing:0;background-color:#fff;empty-cells:show;-webkit-box-shadow:7px 7px 12px -9px #777;-moz-box-shadow:7px 7px 12px -9px #777;box-shadow:7px 7px 12px -9px #777;opacity:.9}.c3-tooltip tr{border:1px solid #ccc}.c3-tooltip th{background-color:#aaa;font-size:14px;padding:2px 5px;text-align:left;color:#fff}.c3-tooltip td{font-size:13px;padding:3px 6px;background-color:#fff;border-left:1px dotted #999}.c3-tooltip td>span{display:inline-block;width:10px;height:10px;margin-right:6px}.c3-tooltip .value{text-align:right}.c3-area{stroke-width:0;opacity:.2}.c3-chart-arcs-title{dominant-baseline:middle;font-size:1.3em}.c3-chart-arcs .c3-chart-arcs-background{fill:#e0e0e0;stroke:#fff}.c3-chart-arcs .c3-chart-arcs-gauge-unit{fill:#000;font-size:16px}.c3-chart-arcs .c3-chart-arcs-gauge-max{fill:#777}.c3-chart-arcs .c3-chart-arcs-gauge-min{fill:#777}.c3-chart-arc .c3-gauge-value{fill:#000}.c3-chart-arc.c3-target g path{opacity:1}.c3-chart-arc.c3-target.c3-focused g path{opacity:1}.c3-drag-zoom.enabled{pointer-events:all!important;visibility:visible}.c3-drag-zoom.disabled{pointer-events:none!important;visibility:hidden}.c3-drag-zoom .extent{fill-opacity:.1} -------------------------------------------------------------------------------- /collector/collect.py: -------------------------------------------------------------------------------- 1 | # The primary collection script to collect ads from the Facebook Ads Library. 2 | # This script collects ads from the past 2 days and inserts them into a SQL database. 3 | 4 | # This script should be run via cron job or other scheduling tool daily for each country collected 5 | # If you want data for a period longer than 2 days. 6 | 7 | # More explanation of the script can be found in the README.md file. 8 | 9 | import os 10 | import sys 11 | import json 12 | import requests 13 | 14 | from time import sleep 15 | from datetime import date, datetime, timedelta 16 | 17 | from fb_ads_library_api import FbAdsLibraryTraversal 18 | from push_to_dbs import SQLInserter 19 | 20 | script_dir = os.path.dirname(os.path.abspath(__file__)) 21 | api_key = os.environ.get("FACEBOOK_API_KEY") 22 | 23 | if not api_key: 24 | print("API key not set. Please set the FACEBOOK_API_KEY environment variable.") 25 | sys.exit(1) 26 | 27 | if __name__=="__main__": 28 | try: 29 | country = sys.argv[1] 30 | except IndexError: 31 | print('No country given') 32 | exit() 33 | 34 | print('Beginning ad collection for country: ', country, "\nAt: ", datetime.now()) 35 | 36 | page_limit = 100 37 | 38 | # Only fetch ads from the last 2 days 39 | after_date = datetime.now() - timedelta(days=2) 40 | after_date = after_date.strftime('%Y-%m-%d') 41 | 42 | n = 0 43 | try: 44 | collector = FbAdsLibraryTraversal( 45 | api_key, 46 | "id,ad_creation_time,ad_creative_bodies,ad_creative_link_captions,ad_creative_link_descriptions,ad_creative_link_titles,ad_delivery_start_time,ad_delivery_stop_time,ad_snapshot_url,currency,delivery_by_region,demographic_distribution,bylines,impressions,languages,page_id,page_name,publisher_platforms,spend,target_locations,target_gender,target_ages,estimated_audience_size", 47 | ".", 48 | country, 49 | after_date=after_date, 50 | page_limit=page_limit, 51 | api_version="v21.0", # Current version as of Oct 2024 52 | ) 53 | 54 | sql_inserter = SQLInserter(country) 55 | 56 | n = 0 57 | for ads in collector.generate_ad_archives(): 58 | for ad in ads: 59 | print("----- Start of inserting new ad -----") 60 | sql_inserter.insert_ad(ad) 61 | 62 | n += 1 63 | 64 | except Exception as e: 65 | print("Encountered Error!") 66 | print(e) 67 | 68 | print(f'Got {n} ads | on {str(datetime.now())}') 69 | print('Finished ad collection for country: ', country, "\nAt: ", datetime.now()) -------------------------------------------------------------------------------- /webapp/views/facebook_ads.ejs: -------------------------------------------------------------------------------- 1 |
2 | 58 | 59 | 60 |
61 |
62 | 63 | 64 |
65 |
66 | <%- include('partials/top_funders') %> 67 | <%- include('partials/heatmap') %> 68 |
69 | 70 | 74 |
75 | 76 | -------------------------------------------------------------------------------- /postgresql/create_new_partitions.py: -------------------------------------------------------------------------------- 1 | from country_codes import codes 2 | import sys 3 | 4 | def create_partitions(country_code, table_name, sql_file, index_columns, vector_indexes=None): 5 | # Step 1: Create partition 6 | partition_name = f"{table_name}_{country_code.lower()}" 7 | 8 | sql_file.write(f"CREATE TABLE {partition_name} PARTITION OF {table_name} \n") 9 | sql_file.write(f" FOR VALUES IN ('{country_code}');\n\n") 10 | 11 | # Step 2: Create indexes for the partition 12 | for column_list in index_columns: 13 | index_name = f"idx_{partition_name}_" + "_".join("".join(word[0] for word in col.split('_')) for col in column_list) 14 | index_columns_str = ", ".join(column_list) 15 | 16 | # Write CREATE INDEX statement 17 | sql_file.write(f"CREATE INDEX {index_name} ON {partition_name} ({index_columns_str});\n\n") 18 | 19 | # Step 3: Create the default partition 20 | default_partition_name = f"{table_name}_default" 21 | sql_file.write(f"CREATE TABLE {default_partition_name} PARTITION OF {table_name} DEFAULT;\n") 22 | 23 | 24 | def generate_all_partitions(country_code, output_filename): 25 | with open(output_filename, "w") as sql_file: 26 | # Generate partitions for ad_data 27 | table_name = "ad_data" 28 | indexes = [["id"], ["bylines_name"], ["ad_delivery_start_time", "ad_delivery_stop_time"]] 29 | create_partitions(country_code, table_name, sql_file, indexes) 30 | 31 | # Generate partitions for ad_creative_content 32 | table_name = "ad_creative_content" 33 | indexes = [["content_order", "id"], ["ad_delivery_start_time", "ad_delivery_stop_time", "content_order", "id"], ["bylines_name", "ad_delivery_start_time", "ad_delivery_stop_time"]] 34 | create_partitions(country_code, table_name, sql_file, indexes) 35 | 36 | # Generate partitions for ad_region 37 | table_name = "ad_region" 38 | indexes = [["id"], ["id", "region"], ["bylines_name"], ["ad_delivery_start_time", "ad_delivery_stop_time", "region"], ["bylines_name", "ad_delivery_start_time", "ad_delivery_stop_time"]] 39 | create_partitions(country_code, table_name, sql_file, indexes) 40 | 41 | # Generate partitions for ad_demographic 42 | table_name = "ad_demographic" 43 | indexes = [["id"], ["id", "gender", "age_range"], ["bylines_name"], ["ad_delivery_start_time", "ad_delivery_stop_time", "gender", "age_range"], ["bylines_name", "ad_delivery_start_time", "ad_delivery_stop_time"]] 44 | create_partitions(country_code, table_name, sql_file, indexes) 45 | 46 | print(f"SQL file '{output_filename}' has been created successfully.") 47 | 48 | 49 | if __name__ == "__main__": 50 | if len(sys.argv) > 1 <= 2: 51 | country_code = sys.argv[1] 52 | output_filename = "new_partions.sql" 53 | generate_all_partitions(country_code, output_filename) 54 | else: 55 | print("Usage: python create_partitions.py ") -------------------------------------------------------------------------------- /postgresql/tables.sql: -------------------------------------------------------------------------------- 1 | DROP TABLE IF EXISTS ad_region CASCADE; 2 | DROP TABLE IF EXISTS ad_demographic CASCADE; 3 | DROP TABLE IF EXISTS ad_creative_content CASCADE; 4 | 5 | DROP TABLE IF EXISTS ad_data CASCADE; 6 | 7 | -- Main ad data table, columns don't need indexes as they are not used for filtering 8 | CREATE TABLE ad_data( 9 | id BIGINT, 10 | ad_creation_time TIMESTAMP NULL, 11 | ad_delivery_start_time TIMESTAMP NULL, 12 | ad_delivery_stop_time TIMESTAMP NULL, 13 | ad_delivery_stop_time_raw TIMESTAMP NULL, 14 | latest_collected TIMESTAMP NULL, 15 | ad_snapshot_url VARCHAR(1100), 16 | currency VARCHAR(10), 17 | country VARCHAR(2), 18 | impressions_lower_bound INT, 19 | impressions_upper_bound INT, 20 | page_id BIGINT, 21 | page_name VARCHAR(1000), 22 | bylines_name VARCHAR(1000), 23 | spend_lower_bound INT, 24 | spend_upper_bound INT, 25 | audience_lower_bound INT, 26 | audience_upper_bound INT, 27 | languages TEXT[], 28 | platforms_facebook BOOLEAN, 29 | platforms_instagram BOOLEAN, 30 | platforms_other BOOLEAN, 31 | platforms TEXT[], 32 | PRIMARY KEY (id, country) 33 | ) PARTITION BY LIST (country); 34 | 35 | -- Creative content data, separated from ad_data to allow for multiple creatives per ad 36 | CREATE TABLE ad_creative_content( 37 | id BIGINT, 38 | country VARCHAR(2), 39 | currency VARCHAR(10), 40 | content_order INT, 41 | body TEXT, 42 | caption TEXT, 43 | descript TEXT, 44 | title TEXT, 45 | ad_delivery_start_time TIMESTAMP NULL, 46 | ad_delivery_stop_time TIMESTAMP NULL, 47 | latest_collected TIMESTAMP NULL, 48 | platforms_facebook BOOLEAN, 49 | platforms_instagram BOOLEAN, 50 | platforms_other BOOLEAN, 51 | platforms TEXT[], 52 | page_id BIGINT, 53 | page_name VARCHAR(1000), 54 | bylines_name VARCHAR(1000), 55 | ad_snapshot_url VARCHAR(1100), 56 | PRIMARY KEY (id,country, content_order) 57 | ) PARTITION BY LIST (country); 58 | 59 | -- Region data, filter this table to find ads targeted at specific regions 60 | CREATE TABLE ad_region ( 61 | id BIGINT, 62 | country VARCHAR(2), 63 | currency VARCHAR(10), 64 | region VARCHAR(100), 65 | region_percent DECIMAL(7, 6), 66 | region_impressions_lower_bound DECIMAL(16, 6), 67 | region_impressions_upper_bound DECIMAL(16, 6), 68 | region_spend_lower_bound DECIMAL(16, 6), 69 | region_spend_upper_bound DECIMAL(16, 6), 70 | ad_delivery_start_time TIMESTAMP NULL, 71 | ad_delivery_stop_time TIMESTAMP NULL, 72 | latest_collected TIMESTAMP NULL, 73 | platforms_facebook BOOLEAN, 74 | platforms_instagram BOOLEAN, 75 | platforms_other BOOLEAN, 76 | platforms TEXT[], 77 | page_id BIGINT, 78 | page_name VARCHAR(1000), 79 | bylines_name VARCHAR(1000), 80 | PRIMARY KEY (id,country, region) 81 | ) PARTITION BY LIST (country); 82 | 83 | -- Demographic data, filter this table to find ads targeted at specific demographics 84 | CREATE TABLE ad_demographic ( 85 | id BIGINT, 86 | country VARCHAR(2), 87 | currency VARCHAR(10), 88 | gender VARCHAR(20), 89 | age_range VARCHAR(50), 90 | age_percent DECIMAL(7, 6), 91 | age_impressions_lower_bound DECIMAL(16, 6), 92 | age_impressions_upper_bound DECIMAL(16, 6), 93 | age_spend_lower_bound DECIMAL(16, 6), 94 | age_spend_upper_bound DECIMAL(16, 6), 95 | ad_delivery_start_time TIMESTAMP NULL, 96 | ad_delivery_stop_time TIMESTAMP NULL, 97 | latest_collected TIMESTAMP NULL, 98 | platforms_facebook BOOLEAN, 99 | platforms_instagram BOOLEAN, 100 | platforms_other BOOLEAN, 101 | platforms TEXT[], 102 | page_id BIGINT, 103 | page_name VARCHAR(1000), 104 | bylines_name VARCHAR(1000), 105 | PRIMARY KEY (id, country, gender, age_range) 106 | ) PARTITION BY LIST (country); -------------------------------------------------------------------------------- /webapp/views/status.ejs: -------------------------------------------------------------------------------- 1 |
2 |
3 |
4 |
5 |
6 |

Collectors

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8 | 15 |
16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 |
CountryTotal Ads to DateMost Recent TimestampStatus
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28 |
29 |
30 |
31 | 32 | 87 | 88 | -------------------------------------------------------------------------------- /webapp/public/maps/origins.txt: -------------------------------------------------------------------------------- 1 | This file describes where the original GeoJSON/TopoJSON came from for each country, including licences 2 | Some maps were modifying using https://mapshaper.org/ 3 | 4 | 5 | The following maps are public domain under Copyright (c) 2024 Highsoft AS, Based on data from Natural Earth 6 | copyright url: http://www.naturalearthdata.com 7 | DE: https://code.highcharts.com/mapdata/countries/de/de-all.topo.json 8 | BR: https://code.highcharts.com/mapdata/countries/br/br-all.topo.json 9 | AU: https://code.highcharts.com/mapdata/countries/au/au-all.topo.json 10 | AT: https://code.highcharts.com/mapdata/countries/at/at-all.topo.json 11 | BE: https://code.highcharts.com/mapdata/countries/be/be-all.topo.json 12 | CD: https://code.highcharts.com/mapdata/countries/cd/cd-all.topo.json 13 | GB: https://code.highcharts.com/mapdata/countries/gb/custom/gb-countries.topo.json 14 | DK: https://code.highcharts.com/mapdata/countries/dk/dk-all.topo.json 15 | IN: https://code.highcharts.com/mapdata/countries/in/custom/in-all-andaman-and-nicobar.topo.json 16 | ID: https://code.highcharts.com/mapdata/countries/id/id-all.topo.json 17 | CA: https://code.highcharts.com/mapdata/countries/ca/ca-all.topo.json 18 | PL: https://code.highcharts.com/mapdata/countries/pl/pl-all.topo.json 19 | CZ: https://code.highcharts.com/mapdata/countries/cz/cz-all.topo.json 20 | FI: https://code.highcharts.com/mapdata/countries/fi/fi-all.topo.json 21 | GE: https://code.highcharts.com/mapdata/countries/ge/ge-all.topo.json 22 | EG: https://code.highcharts.com/mapdata/countries/eg/eg-all.topo.json 23 | GR: https://code.highcharts.com/mapdata/countries/gr/gr-all.topo.json 24 | HR: https://code.highcharts.com/mapdata/countries/hr/hr-all.topo.json 25 | LT: https://code.highcharts.com/mapdata/countries/lt/lt-all.topo.json 26 | LU: https://code.highcharts.com/mapdata/countries/lu/lu-all.topo.json 27 | LV: https://code.highcharts.com/mapdata/countries/lv/lv-all.topo.json # Modified to use the post 2021 planning regions (https://en.wikipedia.org/wiki/Planning_regions_of_Latvia_(from_2021)) 28 | NG: https://code.highcharts.com/mapdata/countries/ng/ng-all.topo.json 29 | NL: https://code.highcharts.com/mapdata/countries/nl/nl-all.topo.json 30 | PT: https://code.highcharts.com/mapdata/countries/pt/pt-all.topo.json 31 | RO: https://code.highcharts.com/mapdata/countries/ro/ro-all.topo.json 32 | SE: https://code.highcharts.com/mapdata/countries/se/se-all.topo.json 33 | SK: https://code.highcharts.com/mapdata/countries/sk/sk-all.topo.json 34 | ZA: https://code.highcharts.com/mapdata/countries/za/za-all.topo.json 35 | BG: https://code.highcharts.com/mapdata/countries/bg/bg-all.topo.json 36 | 37 | ----- 38 | 39 | Original Repo where map of Spain was obtained from: https://github.com/martgnz/es-atlas 40 | License under: https://creativecommons.org/licenses/by/4.0/ 41 | ES: https://unpkg.com/es-atlas@0.5.0/es/autonomous_regions.json 42 | 43 | ----- 44 | 45 | # Original Repo where map of Italy was obtained from: https://github.com/openpolis/geojson-italy 46 | # Licensed under: https://creativecommons.org/licenses/by/4.0/ 47 | IT: https://github.com/openpolis/geojson-italy/blob/master/topojson/limits_IT_regions.topo.json 48 | 49 | ----- 50 | 51 | # Sourced from this repo: https://github.com/stefanb/gurs-rpe 52 | # Licensed under: https://creativecommons.org/licenses/by/4.0/ 53 | SI: https://github.com/cufarvid/slovenia-topo/blob/main/data/regions.json 54 | 55 | ----- 56 | 57 | The following Map(s) data © OpenStreetMap contributors, licensed under the Open Database License (ODbL): https://www.openstreetmap.org/copyright 58 | EE: https://code.highcharts.com/mapdata/countries/ee/ee-all.topo.json 59 | 60 | ---- 61 | 62 | # Miscellaneous 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ul{width:140px}.daterangepicker.single .ranges ul{width:100%}.daterangepicker.single .drp-calendar.left{clear:none}.daterangepicker.single .drp-calendar,.daterangepicker.single .ranges{float:left}.daterangepicker{direction:ltr;text-align:left}.daterangepicker .drp-calendar.left{clear:left;margin-right:0}.daterangepicker .drp-calendar.left .calendar-table{border-right:none;border-top-right-radius:0;border-bottom-right-radius:0}.daterangepicker .drp-calendar.right{margin-left:0}.daterangepicker .drp-calendar.right .calendar-table{border-left:none;border-top-left-radius:0;border-bottom-left-radius:0}.daterangepicker .drp-calendar.left .calendar-table{padding-right:8px}.daterangepicker .drp-calendar,.daterangepicker .ranges{float:left}}@media (min-width:730px){.daterangepicker .ranges{width:auto}.daterangepicker .ranges{float:left}.daterangepicker.rtl .ranges{float:right}.daterangepicker .drp-calendar.left{clear:none!important}} 8 | /*# sourceMappingURL=/sm/977d76daee7276d0fb7eb98d2d7dcb01c5e058f63c51d94902d4394e65335f6e.map */ -------------------------------------------------------------------------------- /collector/fb_ads_library_cleanup.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | 3 | # Copyright (c) Facebook, Inc. and its affiliates. 4 | # All rights reserved. 5 | # 6 | # This source code is licensed under the license found in the 7 | # LICENSE file in the root directory of the original source tree. 8 | # Found here: https://github.com/facebookresearch/Ad-Library-API-Script-Repository/tree/main 9 | # 10 | # Modified by the Social Media Lab to serve the Polidashboard application. 11 | # This file is to be used with recollect_inactive.py 12 | 13 | import json 14 | import re 15 | import sys 16 | from datetime import datetime 17 | from time import sleep 18 | import requests 19 | 20 | def get_ad_archive_id(data): 21 | """ 22 | Extract ad_archive_id from ad_snapshot_url 23 | """ 24 | return re.search(r"/\?id=([0-9]+)", data["ad_snapshot_url"]).group(1) 25 | 26 | 27 | class FbAdsLibraryTraversal: 28 | default_url_pattern = ( 29 | "https://graph.facebook.com/{}/ads_archive?unmask_removed_content=true&ad_type=POLITICAL_AND_ISSUE_ADS&access_token={}&" 30 | + "fields={}&search_terms={}&ad_reached_countries={}&search_page_ids={}&" 31 | + "ad_active_status={}&limit={}&" 32 | + "ad_delivery_date_min={}&" 33 | + "ad_delivery_date_max={}" # Adding max date to be able to query ad range more accurately to reduce API calls 34 | ) 35 | default_api_version = "v21.0" 36 | 37 | def __init__( 38 | self, 39 | access_token, 40 | fields, 41 | search_term, 42 | country, 43 | search_page_ids="", 44 | ad_active_status="INACTIVE", # In this case we only care to look at inactive ads, if the ad is active then the main collect.py should pick it up 45 | after_date="1970-01-01", 46 | max_date=datetime.now().strftime('%Y-%m-%d'), 47 | cutoff_after_date="2023-10-10", 48 | page_limit=100, 49 | api_version=None, 50 | retry_limit=3, 51 | ): 52 | self.page_count = 0 53 | self.access_token = access_token 54 | self.fields = fields 55 | self.search_term = search_term 56 | self.country = country 57 | self.after_date = after_date 58 | self.max_date = max_date 59 | self.cutoff_after_date = cutoff_after_date 60 | self.search_page_ids = search_page_ids 61 | self.ad_active_status = ad_active_status 62 | self.page_limit = page_limit 63 | self.retry_limit = retry_limit 64 | if api_version is None: 65 | self.api_version = self.default_api_version 66 | else: 67 | self.api_version = api_version 68 | print ("set to api v=",api_version) 69 | 70 | def generate_ad_archives(self): 71 | next_page_url = self.default_url_pattern.format( 72 | self.api_version, 73 | self.access_token, 74 | self.fields, 75 | self.search_term, 76 | self.country, 77 | self.search_page_ids, 78 | self.ad_active_status, 79 | self.page_limit, 80 | self.after_date, 81 | self.max_date 82 | ) 83 | return self.__class__._get_ad_archives_from_url( 84 | next_page_url, cutoff_after_date = self.cutoff_after_date, country=self.country, retry_limit=self.retry_limit 85 | ) 86 | 87 | @staticmethod 88 | def _get_ad_archives_from_url( 89 | next_page_url, cutoff_after_date="2023-10-10", country="unknown", retry_limit=3 90 | ): 91 | last_error_url = None 92 | last_retry_count = 0 93 | start_time_cutoff_after = datetime.strptime(cutoff_after_date, "%Y-%m-%d").timestamp() 94 | time_to_regain_access = 0 95 | 96 | while next_page_url is not None: 97 | # This is the amount of time it takes for API to stay at a stable rate 98 | print(f"sleeping inside of ad archive for: 130 seconds") 99 | sleep(130) 100 | 101 | response = requests.get(next_page_url) 102 | response_data = json.loads(response.text) 103 | 104 | try: 105 | response_headers = list(json.loads(response.headers['x-business-use-case-usage']).values())[0][0] 106 | except: 107 | pass 108 | 109 | try: 110 | response_headers = list(json.loads(response.headers['x-business-use-case-usage']).values())[0][0] 111 | time_to_regain_access = response_headers['estimated_time_to_regain_access'] 112 | except Exception as ex: 113 | print(ex) 114 | response_headers = {} 115 | 116 | if "error" in response_data: 117 | estimated_time = '1' 118 | try: 119 | estimated_time = response_headers.get('estimated_time_to_regain_access', '30') 120 | except (json.JSONDecodeError, KeyError, IndexError): 121 | estimated_time = '30' 122 | if next_page_url == last_error_url: 123 | # failed again 124 | if last_retry_count >= retry_limit: 125 | raise Exception( 126 | "Error message: [{}], failed on URL: [{}], Estimated time to regain access: [{}]".format( 127 | json.dumps(response_data["error"]), next_page_url, estimated_time 128 | ) 129 | ) 130 | else: 131 | last_error_url = next_page_url 132 | last_retry_count = 0 133 | last_retry_count += 1 134 | continue 135 | 136 | # Removed any filtering because we have already modified the request URL to get exactly what we need 137 | filtered = list( 138 | filter( 139 | lambda ad_archive: ("ad_delivery_start_time" in ad_archive), 140 | response_data["data"], 141 | ) 142 | ) 143 | 144 | if len(filtered) == 0: 145 | print(" if no data after the after_date, break") 146 | next_page_url = None 147 | break 148 | yield filtered 149 | 150 | if "paging" in response_data: 151 | next_page_url = response_data["paging"]["next"] 152 | else: 153 | next_page_url = None 154 | 155 | # Added to kill script to prevent API call runaway, where the limit has already been reached, and the script still attempts to call the API 156 | # Which contributes to increasing the API limit even more, without this the script would need to be killed manually. 157 | try: 158 | if int(response_headers['total_time']) >= 100: 159 | sys.exit() 160 | except: 161 | pass 162 | 163 | @classmethod 164 | def generate_ad_archives_from_url(cls, failure_url, after_date="1970-01-01"): 165 | """ 166 | if we failed from error, later we can just continue from the last failure url 167 | """ 168 | return cls._get_ad_archives_from_url(failure_url, after_date=after_date) 169 | -------------------------------------------------------------------------------- /webapp/public/maps/be.json: -------------------------------------------------------------------------------- 1 | { 2 | "type": "Topology", 3 | "arcs": [ 4 | [[3680,4688],[31,-57],[-2,-31],[-30,-34],[77,-55],[30,-105],[-41,-5],[-15,-30],[63,-52],[-155,-92],[-41,-10],[-44,8],[-52,39],[-53,119],[-34,-20],[-74,43],[23,51],[50,9],[12,56],[-20,38],[37,78],[71,40],[84,-16],[49,55],[34,-29]], 5 | [[1242,4168],[-32,64],[-32,33],[-51,16],[-154,-51]],[[973,4230],[-18,121],[-31,22],[-112,-50],[37,-66],[-72,-32],[-8,-31],[-55,-11],[-29,27],[-65,-39],[48,-169]], 6 | 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7 | ], 8 | "transform": {"scale":[0.0005160364880245644,0.0003010333266714523], 9 | "translate": [2.521800404103959,49.49526825106939]}, 10 | "objects": { 11 | "default": { 12 | "type":"GeometryCollection", 13 | "geometries": [ 14 | { 15 | "arcs": [[0]], 16 | "type": "Polygon", 17 | "properties": { 18 | "hc-group":"admin1", 19 | "hc-key":"be-3530", 20 | "hc-a2":"BR", 21 | "labelrank":"9", 22 | "iso_3166_2":"BE-BRU", 23 | "hasc":"BE.BU", 24 | "alt-name":"Bruselas|Brussel Hoofstadt|Brusselse Hoofdstedelijke Gewest|Brüssel|Bruxelas|Région de Bruxelles-Capitale", 25 | "country":"Belgium", 26 | "type-en":"Capital Region", 27 | "region":"Capital Region", 28 | "woe-id":"55965974", 29 | "longitude":"4.36266", 30 | "subregion":null, 31 | "woe-name":"Brussels", 32 | "fips":"BE11", 33 | "latitude":"50.8332", 34 | "woe-label":"Capital Region of Brussels, BE, Belgium", 35 | "postal-code":null, 36 | "type":"Hoofdstedelijk Gewest|Région Capitale", 37 | "name":"Brussels", 38 | "hc-middle-lon":4.363, 39 | "hc-middle-lat":50.84, 40 | "id":"BRU" 41 | }, 42 | "id": "BRU" 43 | }, 44 | { 45 | "arcs": [[[1,2,3,4],[-1]],[[5,6]]], 46 | "type": "MultiPolygon", 47 | "properties": { 48 | "id": "VLG" 49 | }, 50 | "id": "VLG" 51 | }, 52 | { 53 | "arcs": [[[7,-5,8,-7]],[[9,-3]]], 54 | "type": "MultiPolygon", 55 | "properties": { 56 | "id":"WAL" 57 | }, 58 | "id":"WAL" 59 | } 60 | ] 61 | } 62 | } 63 | } -------------------------------------------------------------------------------- /webapp/views/index.ejs: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | PoliDashboard 10 | 11 | 12 | 13 | 14 | 15 | PoliDashboard 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | 39 | 40 | 41 | 42 | 43 | 44 | 45 | 46 | 47 | 48 | 49 | 50 | 51 | 52 | 53 | 54 | 55 | 56 | 57 | 58 | 59 | 60 | 61 | 62 | 63 | 65 | 66 | 67 | 68 | 69 | 70 | 71 | 72 | 73 | 74 | 75 | 76 | 77 | 78 | 79 | 80 | 144 | 145 | 146 | 147 | 148 | 149 | 150 | 151 | 152 | 153 | 154 |
155 | 156 | 172 | 173 |
174 |
175 | 176 | 177 | <%- include(child) %> 178 | 179 | 185 |
186 |
187 |
188 | 189 | 190 | -------------------------------------------------------------------------------- /collector/recollect_inactive.py: -------------------------------------------------------------------------------- 1 | # The Meta Ad Library API can omit ads in follow-up queries, so our daily collector sometimes 2 | # 'misses' ads that later become inactive. Those ads then remain marked “active” in PoliDashboard 3 | # because they fall outside the collector’s 2-day window. 4 | # 5 | # recollect_inactive.py fixes this by: 6 | # 1. Finding ads with no stop date (ad_delivery_stop_time_raw) and last collected over 2 days ago (as per our DB). 7 | # 2. Grouping them by page ID and their original date range. 8 | # 3. Re-querying each page ID for the missing ads using a custom traversal. 9 | # 10 | # Because this is slow, run it for each country via cron (e.g. every two weeks). 11 | 12 | import os 13 | import re 14 | import sys 15 | import json 16 | import datetime 17 | 18 | from time import sleep 19 | from datetime import date, datetime, timedelta 20 | from fb_ads_library_cleanup import FbAdsLibraryTraversal 21 | from push_to_dbs import SQLInserter 22 | 23 | # If working in a team of multiple developers, a separate API token is ideal to not disrupt live collection 24 | # Although on smaller datasets use of the same token is fine. 25 | api_key = os.environ.get("FACEBOOK_API_KEY_CLEANUP") 26 | 27 | if not api_key: 28 | print("API key not set. Please set the FACEBOOK_API_KEY_CLEANUP environment variable.") 29 | sys.exit(1) 30 | 31 | 32 | # Pull the list of country codes directly from the countries.json file in the webapp 33 | file_path = os.path.abspath(os.path.join('..', 'webapp', 'countries.json')) 34 | 35 | # Load JSON data 36 | with open(file_path, 'r', encoding='utf-8') as f: 37 | countries = json.load(f) 38 | 39 | # Extract 'code' values as a list 40 | country_codes = [country['code'] for country in countries] 41 | 42 | 43 | all_ids_from_country = [] 44 | page_limit = 120 45 | 46 | def process_pages(page_ids, newest_ad_time, oldest_ad_time, ads_looked_at): 47 | if page_ids == []: 48 | return 49 | 50 | page_ids = ",".join([str(x) for x in page_ids]) 51 | 52 | collector = FbAdsLibraryTraversal( 53 | api_key, 54 | "id,ad_creation_time,ad_creative_bodies,ad_creative_link_captions,ad_creative_link_descriptions,ad_creative_link_titles,ad_delivery_start_time,ad_delivery_stop_time,ad_snapshot_url,currency,delivery_by_region,demographic_distribution,bylines,impressions,languages,page_id,page_name,publisher_platforms,spend,target_locations,target_gender,target_ages,estimated_audience_size", 55 | ".", 56 | country, 57 | after_date=oldest_ad_time, 58 | page_limit=page_limit, 59 | api_version="v21.0", # Current version as of Oct 2024 60 | search_page_ids=page_ids, 61 | max_date=newest_ad_time 62 | ) 63 | 64 | for ads in collector.generate_ad_archives(): 65 | for ad in ads: 66 | # Only update ads if we need to to avoid slow down 67 | if ad['id'] in ads_looked_at: 68 | sql_inserter.insert_ad(ad) 69 | else: 70 | if ad['id'] in all_ids_from_country: 71 | sql_inserter.insert_ad(ad) 72 | 73 | 74 | if __name__=="__main__": 75 | 76 | try: 77 | input_country = sys.argv[1] 78 | country_codes = [input_country] 79 | except IndexError: 80 | print('No country given, collecting from all countries') 81 | 82 | 83 | # The pipeline criteria for the ads are: 84 | # 1. The ad must have a funding entity (ads without funding entities are not compatible with PoliDashboard, so skip them) 85 | # 2. The last time we collected the ad (latest_collected) must be less than 3 days ago, this ensure we fetch ads that are outside of the collection window of the main collector 86 | # 3. The ad_delivery_stop_time_raw is NULL, this indicates that when we last collected it, the ad was definitely ACTIVE as only ACTIVE ads can have this field be NULL 87 | 88 | for country in country_codes: 89 | print(f"Begin cleanup process for country: {country}") 90 | 91 | sql_inserter = SQLInserter(country) 92 | 93 | # First ensure there are actually ads that need checking 94 | sql_inserter.cursor.execute( 95 | f""" 96 | SELECT COUNT(*) 97 | FROM ad_data_{country.lower()} 98 | WHERE bylines_name IS NOT NULL 99 | AND ad_delivery_stop_time_raw IS NULL 100 | AND latest_collected < %s 101 | """, 102 | ( 103 | datetime.now() - timedelta(days=3), 104 | ) 105 | ) 106 | result = sql_inserter.cursor.fetchone() 107 | inactive_count = result[0] 108 | 109 | if inactive_count == 0: 110 | print(f"Country '{country}': No ads matching the cleanup criteria.") 111 | continue 112 | 113 | print(f"Number of documents matching criteria for cleanup: {inactive_count}") 114 | 115 | # Grab the list of all ids for tracking purposes 116 | sql_inserter.cursor.execute( 117 | f""" 118 | SELECT id 119 | FROM ad_data_{country.lower()} 120 | WHERE bylines_name IS NOT NULL 121 | AND ad_delivery_stop_time_raw IS NULL 122 | AND latest_collected < %s 123 | ORDER BY ad_delivery_start_time DESC 124 | """, 125 | ( 126 | datetime.now() - timedelta(days=3), # Less than 3 days ago 127 | ) 128 | ) 129 | 130 | # Used for checking if there are returned in a request that we need but didn't track in our batch 131 | all_ids_from_country = [str(row[0]) for row in sql_inserter.cursor.fetchall()] 132 | 133 | sql_inserter.cursor.execute( 134 | f""" 135 | SELECT page_id, ad_delivery_start_time, id 136 | FROM ad_data_{country.lower()} 137 | WHERE bylines_name IS NOT NULL 138 | AND ad_delivery_stop_time_raw IS NULL 139 | AND latest_collected < %s 140 | ORDER BY ad_delivery_start_time DESC 141 | """, 142 | ( 143 | datetime.now() - timedelta(days=3), # Less than 3 days ago 144 | ) 145 | ) 146 | 147 | rows = sql_inserter.cursor.fetchall() 148 | 149 | # A max of 10 ids can be processed per request: 150 | previous_page_id = None 151 | page_ids = [] 152 | ad_ids_looked_at = [] 153 | 154 | newest_ad_time = None 155 | oldest_ad_time = None 156 | 157 | for row in rows: 158 | page_id = row[0] 159 | ad_delivery_start_time = row[1] 160 | ad_id = row[2] 161 | 162 | if page_id is None or page_id is not previous_page_id: 163 | page_ids.append(page_id) 164 | previous_page_id = page_id 165 | 166 | # Figure out which ad is newest and which is oldest so we can set an optimal time range to request 167 | if newest_ad_time is None or ad_delivery_start_time > newest_ad_time: 168 | newest_ad_time = ad_delivery_start_time 169 | 170 | if oldest_ad_time is None or ad_delivery_start_time < oldest_ad_time: 171 | oldest_ad_time = ad_delivery_start_time 172 | 173 | ad_ids_looked_at.append(str(ad_id)) 174 | 175 | if len(page_ids) >= 10: 176 | process_pages( 177 | page_ids, 178 | newest_ad_time.strftime('%Y-%m-%d'), 179 | oldest_ad_time.strftime('%Y-%m-%d'), 180 | ad_ids_looked_at 181 | ) 182 | 183 | # Reset vars 184 | page_ids = [] 185 | ad_ids_looked_at = [] 186 | previous_page_id = None 187 | newest_ad_time = None 188 | oldest_ad_time = None 189 | 190 | continue 191 | 192 | # Process any leftover page ids... 193 | if page_ids: 194 | process_pages( 195 | page_ids, 196 | newest_ad_time.strftime('%Y-%m-%d'), 197 | oldest_ad_time.strftime('%Y-%m-%d'), 198 | ad_ids_looked_at 199 | ) 200 | 201 | all_ids_from_country = [] 202 | 203 | print("Done!") -------------------------------------------------------------------------------- /webapp/countries.json: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "name": "Australia", 4 | "code": "au", 5 | "first date": "10-10-2023", 6 | "currency": "AUD", 7 | "currency symbol": "$", 8 | "regions": {} 9 | }, 10 | { 11 | "name": "Austria", 12 | "code": "at", 13 | "first date": "10-10-2023", 14 | "currency": "EUR", 15 | "currency symbol": "€", 16 | "regions": {} 17 | }, 18 | { 19 | "name": "Belgium", 20 | "code": "be", 21 | "first date": "10-10-2023", 22 | "currency": "EUR", 23 | "currency symbol": "€", 24 | "regions": {} 25 | }, 26 | { 27 | "name": "Brazil", 28 | "code": "br", 29 | "first date": "10-10-2023", 30 | "currency": "BRL", 31 | "currency symbol": "R$", 32 | "regions": {} 33 | }, 34 | { 35 | "name": "Bulgaria", 36 | "code": "bg", 37 | "first date": "15-10-2023", 38 | "currency": "EUR", 39 | "currency symbol": "€", 40 | "regions": {} 41 | }, 42 | { 43 | "name": "Canada", 44 | "code": "ca", 45 | "first date": "10-10-2023", 46 | "currency symbol": "$", 47 | "currency": "CAD", 48 | "regions": {} 49 | }, 50 | { 51 | "name": "Croatia", 52 | "code": "hr", 53 | "first date": "10-10-2023", 54 | "currency": "EUR", 55 | "currency symbol": "€", 56 | "regions": {} 57 | }, 58 | { 59 | "name": "Cyprus", 60 | "code": "cy", 61 | "first date": "15-10-2023", 62 | "currency": "EUR", 63 | "currency symbol": "€", 64 | "regions": {} 65 | }, 66 | { 67 | "name": "Czechia", 68 | "code": "cz", 69 | "first date": "10-10-2023", 70 | "currency": "CZK", 71 | "currency symbol": "CZK", 72 | "regions": {} 73 | }, 74 | { 75 | "name": "Denmark", 76 | "code": "dk", 77 | "first date": "10-10-2023", 78 | "currency": "DKK", 79 | "currency symbol": "Kr.", 80 | "regions": {} 81 | }, 82 | { 83 | "name": "Estonia", 84 | "code": "ee", 85 | "first date": "10-10-2023", 86 | "currency": "EUR", 87 | "currency symbol": "€", 88 | "regions": {} 89 | }, 90 | { 91 | "name": "Egypt", 92 | "code": "eg", 93 | "first date": "03-10-2024", 94 | "currency": "EGP", 95 | "currency symbol": "E£", 96 | "regions": {} 97 | }, 98 | { 99 | "name": "Finland", 100 | "code": "fi", 101 | "first date": "10-10-2023", 102 | "currency": "EUR", 103 | "currency symbol": "€", 104 | "regions": {} 105 | }, 106 | { 107 | "name": "France", 108 | "code": "fr", 109 | "first date": "10-10-2023", 110 | "currency": "EUR", 111 | "currency symbol": "€", 112 | "regions": {} 113 | }, 114 | { 115 | "name": "Germany", 116 | "code": "de", 117 | "first date": "10-10-2023", 118 | "currency": "EUR", 119 | "currency symbol": "€", 120 | "regions": {} 121 | }, 122 | { 123 | "name": "Greece", 124 | "code": "gr", 125 | "first date": "10-10-2023", 126 | "currency": "EUR", 127 | "currency symbol": "€", 128 | "regions": {} 129 | }, 130 | { 131 | "name": "Hungary", 132 | "code": "hu", 133 | "first date": "10-10-2023", 134 | "currency": "HUF", 135 | "currency symbol": "Ft", 136 | "regions": {} 137 | }, 138 | { 139 | "name": "Ireland", 140 | "code": "ie", 141 | "first date": "10-10-2023", 142 | "currency": "EUR", 143 | "currency symbol": "€", 144 | "regions": {} 145 | }, 146 | { 147 | "name": "India", 148 | "code": "in", 149 | "first date": "10-10-2023", 150 | "currency": "INR", 151 | "currency symbol": "₹", 152 | "regions": {} 153 | }, 154 | { 155 | "name": "Indonesia", 156 | "code": "id", 157 | "first date": "10-10-2023", 158 | "currency": "IDR", 159 | "currency symbol": "Rp", 160 | "regions": {} 161 | }, 162 | { 163 | "name": "Italy", 164 | "code": "it", 165 | "first date": "10-10-2023", 166 | "currency": "EUR", 167 | "currency symbol": "€", 168 | "regions": {} 169 | }, 170 | { 171 | "name": "Latvia", 172 | "code": "lv", 173 | "first date": "10-10-2023", 174 | "currency": "EUR", 175 | "currency symbol": "€", 176 | "regions": {} 177 | }, 178 | { 179 | "name": "Lithuania", 180 | "code": "lt", 181 | "first date": "10-10-2023", 182 | "currency": "EUR", 183 | "currency symbol": "€", 184 | "regions": {} 185 | }, 186 | { 187 | "name": "Luxembourg", 188 | "code": "lu", 189 | "first date": "10-10-2023", 190 | "currency": "EUR", 191 | "currency symbol": "€", 192 | "regions": {} 193 | }, 194 | { 195 | "name": "Malta", 196 | "code": "mt", 197 | "first date": "10-10-2023", 198 | "currency": "EUR", 199 | "currency symbol": "€", 200 | "regions": {} 201 | }, 202 | { 203 | "name": "Nigeria", 204 | "code": "ng", 205 | "first date": "03-10-2024", 206 | "currency": "NGN", 207 | "currency symbol": "₦", 208 | "regions": {} 209 | }, 210 | { 211 | "name": "Netherlands", 212 | "code": "nl", 213 | "first date": "10-10-2023", 214 | "currency": "EUR", 215 | "currency symbol": "€", 216 | "regions": {} 217 | }, 218 | { 219 | "name": "Philippines", 220 | "code": "ph", 221 | "first date": "10-10-2023", 222 | "currency": "PHP", 223 | "currency symbol": "₱", 224 | "regions": {} 225 | }, 226 | { 227 | "name": "Poland", 228 | "code": "pl", 229 | "first date": "10-10-2023", 230 | "currency": "PLN", 231 | "currency symbol": "zł", 232 | "regions": {} 233 | }, 234 | { 235 | "name": "Portugal", 236 | "code": "pt", 237 | "first date": "10-10-2023", 238 | "currency": "EUR", 239 | "currency symbol": "€", 240 | "regions": {} 241 | }, 242 | { 243 | "name": "Romania", 244 | "code": "ro", 245 | "first date": "10-10-2023", 246 | "currency": "RON", 247 | "currency symbol": "lei", 248 | "regions": {} 249 | }, 250 | { 251 | "name": "Slovakia", 252 | "code": "sk", 253 | "first date": "10-10-2023", 254 | "currency": "EUR", 255 | "currency symbol": "€", 256 | "regions": {} 257 | }, 258 | { 259 | "name": "Slovenia", 260 | "code": "si", 261 | "first date": "10-10-2023", 262 | "currency": "EUR", 263 | "currency symbol": "€", 264 | "regions": {} 265 | }, 266 | { 267 | "name": "Spain", 268 | "code": "es", 269 | "first date": "10-10-2023", 270 | "currency": "EUR", 271 | "currency symbol": "€", 272 | "regions": {} 273 | }, 274 | { 275 | "name": "South Africa", 276 | "code": "za", 277 | "first date": "03-10-2024", 278 | "currency": "ZAR", 279 | "currency symbol": "R", 280 | "regions": {} 281 | }, 282 | { 283 | "name": "Sweden", 284 | "code": "se", 285 | "first date": "10-10-2023", 286 | "currency": "SEK", 287 | "currency symbol": "SEK", 288 | "regions": {} 289 | }, 290 | { 291 | "name": "United Kingdom", 292 | "code": "gb", 293 | "first date": "10-10-2023", 294 | "currency": "GBP", 295 | "currency symbol": "£", 296 | "regions": {} 297 | }, 298 | { 299 | "name": "United States", 300 | "code": "us", 301 | "first date": "10-10-2023", 302 | "currency": "USD", 303 | "currency symbol": "$", 304 | "regions": {} 305 | } 306 | ] -------------------------------------------------------------------------------- /collector/fb_ads_library_api.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python3 2 | 3 | # Copyright (c) Facebook, Inc. and its affiliates. 4 | # All rights reserved. 5 | # 6 | # This source code is licensed under the license found in the 7 | # LICENSE file in the root directory of the original source tree. 8 | # Found here: https://github.com/facebookresearch/Ad-Library-API-Script-Repository/tree/main 9 | # 10 | # Modified by the Social Media Lab to serve the Polidashboard application. 11 | 12 | import json 13 | import re 14 | from datetime import datetime 15 | 16 | import requests 17 | import sys 18 | from time import sleep 19 | 20 | def get_ad_archive_id(data): 21 | """ 22 | Extract ad_archive_id from ad_snapshot_url 23 | """ 24 | return re.search(r"/\?id=([0-9]+)", data["ad_snapshot_url"]).group(1) 25 | 26 | 27 | class FbAdsLibraryTraversal: 28 | default_url_pattern = ( 29 | "https://graph.facebook.com/{}/ads_archive?unmask_removed_content=true&ad_type=POLITICAL_AND_ISSUE_ADS&access_token={}&" 30 | + "fields={}&search_terms={}&ad_reached_countries={}&search_page_ids={}&" 31 | + "ad_active_status={}&limit={}&" 32 | + "ad_delivery_date_min={}" 33 | ) 34 | default_api_version = "v14.0" 35 | 36 | def __init__( 37 | self, 38 | access_token, 39 | fields, 40 | search_term, 41 | country, 42 | search_page_ids="", 43 | ad_active_status="ALL", 44 | after_date="1970-01-01", 45 | cutoff_after_date="2023-10-10", 46 | page_limit=100, 47 | api_version=None, 48 | retry_limit=3, 49 | ): 50 | self.page_count = 0 51 | self.access_token = access_token 52 | self.fields = fields 53 | self.search_term = search_term 54 | self.country = country 55 | self.after_date = after_date 56 | self.cutoff_after_date = cutoff_after_date 57 | self.search_page_ids = search_page_ids 58 | self.ad_active_status = ad_active_status 59 | self.page_limit = page_limit 60 | self.retry_limit = retry_limit 61 | if api_version is None: 62 | self.api_version = self.default_api_version 63 | else: 64 | self.api_version = api_version 65 | print ("set to api v=",api_version) 66 | 67 | def generate_ad_archives(self): 68 | next_page_url = self.default_url_pattern.format( 69 | self.api_version, 70 | self.access_token, 71 | self.fields, 72 | self.search_term, 73 | self.country, 74 | self.search_page_ids, 75 | self.ad_active_status, 76 | self.page_limit, 77 | self.after_date 78 | ) 79 | return self.__class__._get_ad_archives_from_url( 80 | next_page_url, cutoff_after_date = self.cutoff_after_date, country=self.country, retry_limit=self.retry_limit 81 | ) 82 | 83 | @staticmethod 84 | def _get_ad_archives_from_url( 85 | next_page_url, cutoff_after_date="2023-10-10", country="unknown", retry_limit=5 86 | ): 87 | last_error_url = None 88 | last_retry_count = 0 89 | start_time_cutoff_after = datetime.strptime(cutoff_after_date, "%Y-%m-%d").timestamp() 90 | time_to_regain_access = 0 91 | print("inside _get_ad_archives_from_ur ") 92 | while next_page_url is not None: 93 | if time_to_regain_access > 0: 94 | print(f"sleeping inside of ad archive for: {time_to_regain_access + 1} minutes") 95 | sleep((time_to_regain_access + 1) * 60) 96 | else: 97 | print(f"sleeping inside of ad archive for just 70 seconds to catch some air!") 98 | sleep(70) 99 | 100 | try: 101 | response = requests.get(next_page_url) 102 | response_data = json.loads(response.text) 103 | except Exception as response_error: 104 | print("There was a error with the response, sleep ~1 minute and try again") 105 | print(response_error) 106 | sleep(65) 107 | continue 108 | 109 | business_use_case_usage = response.headers.get('x-business-use-case-usage', '{}') 110 | estimated_time = 0 111 | try: 112 | usage_data = json.loads(business_use_case_usage) 113 | # Extract 'estimated_time_to_regain_access' (assuming you are targeting the first key and the first dictionary item) 114 | key = next(iter(usage_data)) # Get the first key (e.g., '1651268252335870') 115 | estimated_time = usage_data[key][0].get('estimated_time_to_regain_access', 30) 116 | except (json.JSONDecodeError, KeyError, IndexError): 117 | estimated_time = 0 118 | except StopIteration: 119 | print("Ecountered Stop iteration error") 120 | estimated_time = 0 121 | 122 | print("Estimated time: " + str(estimated_time)) 123 | estimated_time = int(estimated_time) 124 | if estimated_time > 0: 125 | sleep(int(estimated_time) * 60) 126 | 127 | try: 128 | usage_data = json.loads(business_use_case_usage) 129 | # Extract 'estimated_time_to_regain_access' (assuming you are targeting the first key and the first dictionary item) 130 | key = next(iter(usage_data)) 131 | response_headers = usage_data[key][0] 132 | 133 | time_to_regain_access = response_headers['estimated_time_to_regain_access'] 134 | if int(time_to_regain_access) == 0: 135 | if int(response_headers['total_time']) > 100: 136 | time_to_regain_access = 60 # make it 60 minutes 137 | 138 | if int(time_to_regain_access) > 0: 139 | continue # Go straight to sleeping since we have hit regain access limit 140 | 141 | except Exception as ex: 142 | print("Error in parsing response headers: ", ex) 143 | 144 | if "error" in response_data: 145 | if next_page_url == last_error_url: 146 | # failed again 147 | if last_retry_count >= retry_limit: 148 | print("Failed retry limit...") 149 | raise Exception( 150 | "Error message: [{}], failed on URL: [{}], Estimated time to regain access: [{}]".format( 151 | json.dumps(response_data["error"]), next_page_url, estimated_time 152 | ) 153 | ) 154 | else: 155 | last_error_url = next_page_url 156 | last_retry_count = 0 157 | last_retry_count += 1 158 | continue 159 | 160 | filtered = list( 161 | filter( 162 | lambda ad_archive: ("ad_delivery_start_time" in ad_archive) 163 | and ( 164 | datetime.strptime( 165 | ad_archive["ad_delivery_start_time"], "%Y-%m-%d" 166 | ).timestamp() 167 | >= start_time_cutoff_after 168 | ), 169 | response_data["data"], 170 | ) 171 | ) 172 | # print("after filtered....") 173 | if len(filtered) == 0: 174 | print(" if no data after the after_date, break") 175 | next_page_url = None 176 | break 177 | yield filtered 178 | 179 | if "paging" in response_data: 180 | next_page_url = response_data["paging"]["next"] 181 | else: 182 | next_page_url = None 183 | 184 | # Added to kill script to prevent API call runaway, where the limit has already been reached, and the script still attempts to call the API 185 | # Which contributes to increasing the API limit even more, without this the script would need to be killed manually. 186 | try: 187 | if int(response_headers['total_time']) >= 100: 188 | sys.exit() 189 | except: 190 | pass 191 | 192 | @classmethod 193 | def generate_ad_archives_from_url(cls, failure_url, after_date="1970-01-01"): 194 | """ 195 | if we failed from error, later we can just continue from the last failure url 196 | """ 197 | return cls._get_ad_archives_from_url(failure_url, after_date=after_date) -------------------------------------------------------------------------------- /webapp/public/js/general.js: -------------------------------------------------------------------------------- 1 | jQuery(document).ready(function() { 2 | var $ = jQuery; 3 | var screenRes = $(window).width(), 4 | screenHeight = $(window).height(), 5 | html = $('html'); 6 | 7 | // IE<8 Warning 8 | if (html.hasClass("ie6") || html.hasClass("ie7")) { 9 | $("body").empty().html('Please, Update your Browser to at least IE8'); 10 | } 11 | 12 | // Disable Empty Links 13 | $("[href=#]").click(function(event){ 14 | event.preventDefault(); 15 | }); 16 | 17 | // Comment list odd/even 18 | $(".comment-list li:even , .product-list .product-item:even").addClass("even"); 19 | $(".comment-list li:odd , .product-list .product-item:odd").addClass("odd"); 20 | 21 | // First/Last child 22 | 23 | $(".add-comment .input_styled:last , .widget-adv-filter .input-date:last , .widget-login .field_text:last ").addClass("last"); 24 | $(".add-comment .input_styled:first , .widget-adv-filter .input-date:first").addClass("first"); 25 | 26 | // Body Wrap 27 | $(".body-wrap").css("min-height", screenHeight); 28 | $(window).resize(function() { 29 | screenHeight = $(window).height(); 30 | $(".body-wrap").css("min-height", screenHeight); 31 | }); 32 | 33 | // Hide Product items 34 | $("body").on("click",".product-remove a", function(){ 35 | $(this).parent().parent().hide(); 36 | }); 37 | 38 | // Remove outline in IE 39 | $("a, input, textarea").attr("hideFocus", "true").css("outline", "none"); 40 | 41 | 42 | // styled Select, Radio, Checkbox 43 | if ($(".select_styled").length) { 44 | cuSel({changedEl: ".select_styled", visRows: 6, itemPadding: 19}); 45 | 46 | $('.field_select').each(function() { 47 | $(this).on('change', 'input', function() { 48 | $(this).closest('.cusel').addClass('hasValue'); 49 | }); 50 | }); 51 | } 52 | if ($("div,p").hasClass("input_styled")) { 53 | $(".input_styled input").customInput(); 54 | } 55 | 56 | // Dropdown Menu 57 | $('.menu li').hover(function() { 58 | $(this).addClass('hover'); 59 | }, function() { 60 | $(this).removeClass('hover'); 61 | }); 62 | 63 | // Menu 64 | $(".menu ul").parents("li").addClass("parent"); 65 | 66 | $(".menu li").hover(function(){ 67 | $(this).addClass('hover'); 68 | },function(){ 69 | $(this).removeClass('hover'); 70 | }); 71 | 72 | // Tabs 73 | var $tabs_on_page = $('.tabs').length; 74 | var $bookmarks = 0; 75 | 76 | for(var i = 1; i <= $tabs_on_page; i++){ 77 | $('.tabs').eq(i-1).addClass('tab-id'+i); 78 | $bookmarks = $('.tab-id'+i+' li').length; 79 | $('.tab-id'+i).addClass('bookmarks'+$bookmarks); 80 | } 81 | 82 | $('.tabs li, .payment-form .btn').click(function() { 83 | setTimeout(function () { 84 | for(var i = 1; i <= $tabs_on_page; i++){ 85 | $bookmarks = $('.tab-id'+i+' li').length; 86 | for(var j = 1; j <= $bookmarks; j++){ 87 | $('.tab-id'+i).removeClass('active-bookmark'+j); 88 | 89 | if($('.tab-id'+i+' li').eq(j-1).hasClass('active')){ 90 | $('.tab-id'+i).addClass('active-bookmark'+j); 91 | } 92 | } 93 | } 94 | }, 0) 95 | }); 96 | 97 | // Toggles 98 | $('.toggle-link').click(function(){ 99 | $(this).parents('.toggle').removeClass('collapsed'); 100 | 101 | if(!$(this).hasClass('collapsed')) { 102 | $(this).parents('.toggle').addClass('collapsed'); 103 | } 104 | }); 105 | 106 | // Payment Form 107 | $('.payment-form #billing .btn-next, .payment-form #payment .btn-prev').click(function() { 108 | $('a[href="#shipping"]').tab('show'); 109 | }); 110 | $('.payment-form #shipping .btn-prev').click(function() { 111 | $('a[href="#billing"]').tab('show'); 112 | }); 113 | $('.payment-form #shipping .btn-next').click(function() { 114 | $('a[href="#payment"]').tab('show'); 115 | }); 116 | 117 | // Smooth Scroling of ID anchors 118 | function filterPath(string) { 119 | return string 120 | .replace(/^\//,'') 121 | .replace(/(index|default).[a-zA-Z]{3,4}$/,'') 122 | .replace(/\/$/,''); 123 | } 124 | var locationPath = filterPath(location.pathname); 125 | var scrollElem = scrollableElement('html', 'body'); 126 | 127 | $('a[href*=#].anchor').each(function() { 128 | $(this).click(function(event) { 129 | var thisPath = filterPath(this.pathname) || locationPath; 130 | if ( locationPath == thisPath 131 | && (location.hostname == this.hostname || !this.hostname) 132 | && this.hash.replace(/#/,'') ) { 133 | var $target = $(this.hash), target = this.hash; 134 | if (target && $target.length != 0) { 135 | var targetOffset = $target.offset().top; 136 | event.preventDefault(); 137 | $(scrollElem).animate({scrollTop: targetOffset}, 400, function() { 138 | location.hash = target; 139 | }); 140 | } 141 | } 142 | }); 143 | }); 144 | 145 | // use the first element that is "scrollable" 146 | function scrollableElement(els) { 147 | for (var i = 0, argLength = arguments.length; i 0) { 151 | return el; 152 | } else { 153 | $scrollElement.scrollTop(1); 154 | var isScrollable = $scrollElement.scrollTop()> 0; 155 | $scrollElement.scrollTop(0); 156 | if (isScrollable) { 157 | return el; 158 | } 159 | } 160 | } 161 | return []; 162 | } 163 | 164 | // Audio Player 165 | var $players_on_page = $('.jp-audio').length; 166 | var $song_title = ''; 167 | 168 | if($players_on_page > 0){ 169 | for(var i = 1; i <= $players_on_page; i++){ 170 | $('.jp-audio').eq(i-1).addClass('jp-audio'+i); 171 | } 172 | 173 | setTimeout(function () { 174 | for(var i = 1; i <= $players_on_page; i++){ 175 | $song_title = $('.jp-audio'+i+' .jp-playlist ul li.jp-playlist-current .jp-playlist-item').html(); 176 | $('.jp-audio'+i+' .song-title').html($song_title); 177 | 178 | var star = $(".rating span.star"); 179 | 180 | star.hover( 181 | function() { 182 | $(this).addClass("over"); 183 | $(this).prevAll().addClass("over"); 184 | } 185 | , function() { 186 | $(this).removeClass("over"); 187 | $(this).prevAll().removeClass("over"); 188 | } 189 | ); 190 | star.click( function() { 191 | $(this).parent().children(".star").removeClass("voted"); 192 | $(this).prevAll().addClass("voted"); 193 | $(this).addClass("voted"); 194 | }); 195 | } 196 | }, 1000); 197 | 198 | function switchSong() { 199 | setTimeout(function () { 200 | for(var i = 1; i <= $players_on_page; i++){ 201 | $('.jp-audio'+i+' .jp-previous, .jp-audio'+i+' .jp-next').removeClass('disabled'); 202 | 203 | if ($('.jp-audio'+i+' .jp-playlist ul li:last-child').hasClass('jp-playlist-current')) { 204 | $('.jp-audio'+i+' .jp-next').addClass('disabled'); 205 | } 206 | if ($('.jp-audio'+i+' .jp-playlist ul li:first-child').hasClass('jp-playlist-current')) { 207 | $('.jp-audio'+i+' .jp-previous').addClass('disabled'); 208 | } 209 | $song_title = $('.jp-audio'+i+' .jp-playlist ul li.jp-playlist-current .jp-playlist-item').html(); 210 | $('.jp-audio'+i+' .song-title').html($song_title); 211 | } 212 | }, 0) 213 | } 214 | 215 | $('.jp-previous, .jp-next, .jp-playlist ul').click(function() { 216 | switchSong() 217 | }); 218 | $(".jp-jplayer").on($.jPlayer.event.ended, function(event) { 219 | switchSong() 220 | }); 221 | } 222 | 223 | // Rating Stars 224 | var star = $(".rating span.star"); 225 | 226 | star.hover( 227 | function() { 228 | $(this).addClass("over"); 229 | $(this).prevAll().addClass("over"); 230 | } 231 | , function() { 232 | $(this).removeClass("over"); 233 | $(this).prevAll().removeClass("over"); 234 | } 235 | ); 236 | star.click( function() { 237 | $(this).parent().children(".star").removeClass("voted"); 238 | $(this).prevAll().addClass("voted"); 239 | $(this).addClass("voted"); 240 | }); 241 | }); 242 | -------------------------------------------------------------------------------- /webapp/public/maps/sk.json: 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