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    24 repositories

    • ad_goal_classifier

      Public
      Scripts for training a machine learning model for political ad goal classification (e.g., donate, contact, or get-out-the-vote)
      R
      •
      Other
      •0•0•0•0•Updated Feb 28, 2025Feb 28, 2025

    • entity_linking_2022

      Public
      Linker to identify political candidates and other entities in Google and Facebook ads
      Python
      •
      Other
      •2•2•0•0•Updated Feb 6, 2025Feb 6, 2025

    • face_url_scraper_2022

      Public
      Scripts for collecting and organizing face images of political figures for the 2022 US election cycle and face image dataset
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • google_ads_archive

      Public
      Scripts for scraping and organizing ads from Google's political ads archive
      Other
      •0•1•0•0•Updated Jan 29, 2025Jan 29, 2025

    • image-video-data-preparation

      Public
      Scripts for selecting and preprocessing image and video ad data in the AWS Rekognition pipeline as well as querying text ad data
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • fb_ads_import

      Public
      Scripts for importing Facebook political ads as used in the CREATIVE project
      R
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • fb_agg_reports_import

      Public
      Collection of scripts that download and import the Facebook Ad Library aggregate reports in CSV format
      R
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • fb_pd_id

      Public
      Scripts for generating Facebook entity ids - pd_ids - used in the CREATIVE project
      R
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • fb_page_names

      Public
      Data and SQL scripts showing the history of changes in page names of Facebook advertisers
      Python
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • fb_ad_scraper

      Public
      Scripts for scraping Facebook ad media and storing the results in a database
      Python
      •
      Other
      •0•1•0•0•Updated Jan 29, 2025Jan 29, 2025

    • automatic-speech-recognition

      Public
      Scripts for performing automatic speech recognition (ASR) on political ad videos
      Python
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • party_classifier_pdid

      Public
      Scripts for training and applying a machine learning model to classify political ad content and political party (Democratic, Republican, Other)
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • party_classifier

      Public
      Scripts for training and applying a machine learning model to classify political ad content and political party (Democratic, Republican, Other)
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • race_of_focus

      Public
      Scripts for determining the electoral race an electoral ad is focused on
      R
      •
      Other
      •0•0•1•0•Updated Jan 29, 2025Jan 29, 2025

    • data-post-production

      Public
      Scripts for processing content from textual and audiovisual ads, specifically, for merging data fields and data cleaning
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • ABSA

      Public
      Scripts for sentiment analysis of entities within political ads using Aspect-Based Sentiment Analysis (ABSA)
      R
      •
      Other
      •0•0•1•0•Updated Jan 29, 2025Jan 29, 2025

    • aws-rekognition-image-video-processing

      Public
      Scripts for image and video recogonition in political ads for use with Amazon Rekognition
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • ad_tone

      Public
      Scripts for classifying political ads by ad tone (e.g., contrast, promote, attack)
      R
      •
      Other
      •0•0•1•0•Updated Jan 29, 2025Jan 29, 2025

    • datasets

      Public
      Datasets for political ad classification on social media
      R
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • issue_classifier

      Public
      Scripts for classifying issues in political ads trained on 2018 and 2020 data
      Jupyter Notebook
      •
      Other
      •0•0•0•0•Updated Jan 29, 2025Jan 29, 2025

    • creative_overview

      Public
      An overview of all repos belonging to the CREATIVE project
      Other
      •0•1•3•0•Updated Jan 28, 2025Jan 28, 2025

    • entity_linking_2022_usabilitystudy

      Public
      Linker to identify political candidates and other entities in Google and Facebook ads
      Jupyter Notebook
      •
      Other
      •2•0•0•0•Updated Dec 12, 2024Dec 12, 2024

    • quantifying-ddc-paper

      Public
      Code repository for the paper "Quantifying Data-Driven Campaigning Across Sponsors and Platforms"
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated Oct 23, 2024Oct 23, 2024

    • public_data

      Public
      Publicly released data by the Wesleyan Media Project
      political-advertisingpolitical-ads
      0•0•0•0•Updated Nov 1, 2023Nov 1, 2023