Political Discourse Analysis NLP Tools

Tools and projects for analyzing political speeches, statements, and discourse using NLP techniques to extract insights on rhetoric, sentiment, polarization, and linguistic patterns. Does NOT include general sentiment analysis, social media analytics for non-political content, or prediction of election outcomes.

There are 30 political discourse analysis tools tracked. The highest-rated is PhantomInsights/mexican-government-report at 41/100 with 476 stars.

Get all 30 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=political-discourse-analysis&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Tool	Score	Tier	Stars	Language
1	PhantomInsights/mexican-government-report Text Mining on the 2019 Mexican Government Report, covering from extracting...	41	Emerging	476	Python
2	stdlib-js/datasets-sotu State of the Union addresses by U.S. Presidents.	39	Emerging	8	JavaScript
3	AutoViML/featurewiz_polars New Polars implementation of the classic featurewiz MRMR algorithm. Created...	39	Emerging	47	Python
4	AndreCNF/polids Analysis of electoral manifestos and output of it through apps.	38	Emerging	14	Python
5	gyunggyung/National-Petition 청와대 국민청원 분석으로 국민의 생각 알아보기 📈🔬	35	Emerging	46	Jupyter Notebook
6	NLP-UMUTeam/Spanish-PoliCorpus-2020 This dataset contains the code of the paper entitled Predicting Political...	33	Emerging	2	Python
7	ParticipaPY/civic-crowdanalytics Analytics tool that applies Natural Language Processing (NLP) and Machine...	27	Experimental	10	CSS
8	Open-Data-Government-of-Alberta/NLP-of-Premier-Rachel-Notley---2015-to-2017-Speeches Natural Language Processing of Premier Rachel Notley - 2015 to 2017 Speeches	24	Experimental	4	JavaScript
9	TsukiyamaChloe/Comparative-Semantic-Network-Analysis-of-AI-Governance-Discourses Comparative Semantic Network Analysis (SNA) of AI Policy Discourses in the...	24	Experimental	4	Python
10	dibuja/polarisation-nlp Analysing Political Polarisation using Natural Language Processing.	23	Experimental	1	Jupyter Notebook
11	CompNet/Influence Twitter and Influence	21	Experimental	8	Java
12	kfinity/capstone-speeches A text analysis of the 2020 US presidential campaign speeches. Capstone...	21	Experimental	8	Jupyter Notebook
13	Wittline/text-analysis-speeches-amlo Text analysis of the speeches, conferences and interviews of the current...	20	Experimental	9	Jupyter Notebook
14	katreparitosh/Discourse-Analytics-of-Political-Speech-Transcripts Political Discourse Analysis (PDA) of Political Speech Transcripts using...	20	Experimental	16	Jupyter Notebook
15	youzhaozhao/Computational-Analysis-of-U.S.-Think-Tanks-1980-2001 Computational discourse analysis using GPT-2 and perplexity to measure...	19	Experimental	—	—
16	tigboatnc/spectatorSport what in the love of god is media doing?	16	Experimental	1	Jupyter Notebook
17	saizk/NLP-with-Spanish-Politicians-Tweets Scraping and NLP Analysis of Tweets published by Spanish Congress politicians	16	Experimental	2	Jupyter Notebook
18	chirindaopensource/measuring_corruption_from_text_data End-to-End Python implementation of Muço’s (2025) corruption measurement...	16	Experimental	1	Jupyter Notebook
19	LeximusUSAL/musica-legitima-modernismo-espanol Análisis léxico de la prensa musical española del modernismo (El Sol,...	15	Experimental	—	HTML
20	sasha1107/italian_news_analysis 이탈리아 온라인 뉴스 데이터 분석을 활용한 한국 드라마에 대한...	14	Experimental	1	Jupyter Notebook
21	cosmoduende/r-twitter Explore your Twitter activity with R: Sentiment Analysis and Data...	14	Experimental	1	R
22	BrianWeinstein/state-of-the-union A dataset of transcripts from every State of the Union (SOTU) address	12	Experimental	13	R
23	ssantamaria94/PoliticES2022 Participation of the LosCalis team in the PoliticEs: Spanish Author...	12	Experimental	3	Jupyter Notebook
24	StLaurentMTL/Xi-Jin-Ping-Speech-Analysis A computational analysis of President Xi Jinping's speeches using Markov...	12	Experimental	1	Jupyter Notebook
25	isabel-mm/streaming-neology A series of scripts for the semi-automatic detection of neologisms on...	12	Experimental	1	Python
26	paigesaez/civic-nlp Experimental recreation of the CivicSearch/LocalView approach to civic...	11	Experimental	—	Python
27	E-Election-Assist-Project/Manifesto-Explainer Analyzing Political Parties Manifesto With Text Mining. Part Of My B.Tech...	11	Experimental	—	Python
28	lykmapipo/US-Inaugural-Addresses Python scripts to download, process, and analyze US Inaugural Addresses	10	Experimental	1	Python
29	ErikKjellberg/Speech-Classification This repository contains models which classify speeches in the Swedish...	10	Experimental	1	Jupyter Notebook
30	WD-Scott/WordsofWar Classifying US Presidential speeches based on whether they occurred within...	10	Experimental	1	Jupyter Notebook