Reddit Sentiment Analysis NLP Tools
Projects analyzing sentiment, emotions, and opinions expressed in Reddit discussions and comments. Does NOT include general sentiment analysis tools, social media analysis beyond Reddit, or Reddit data collection/scraping utilities without sentiment/emotion analysis components.
There are 53 reddit sentiment analysis tools tracked. 1 score above 50 (established tier). The highest-rated is cannlytics/cannlytics at 59/100 with 73 stars.
Get all 53 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=reddit-sentiment-analysis&limit=20"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
| # | Tool | Score | Tier |
|---|---|---|---|
| 1 |
cannlytics/cannlytics
š„ Cannlytics = cannabis + analytics. Data pipelines, user interfaces, and... |
|
Established |
| 2 |
kariemoorman/tiktok-analyzer
TikTok video scraping and multimodal content analysis tool. |
|
Emerging |
| 3 |
rahulkumaran/merkalysis
A marketing tool that helps you to market your products using organic... |
|
Emerging |
| 4 |
PhantomInsights/subreddit-analyzer
A comprehensive Data and Text Mining workflow for submissions and comments... |
|
Emerging |
| 5 |
eaglewarrior/scrape_do_nlp
I have made a package which will extract google news and twitter tweets and... |
|
Emerging |
| 6 |
Erfaniaa/trump-vs-harris-on-reddit
Analyze Reddit comments using NLP to predict the potential winner of the US... |
|
Emerging |
| 7 |
Adeyeha/Media-Monitoring-Tool-NLP
An NLP - based media monitoring tool that crawls google news and analyzes... |
|
Emerging |
| 8 |
alebels/medianalytics
Platform for the analysis of media and other relevant sources that influence... |
|
Emerging |
| 9 |
ryanchanwk/NewsScorer
Simple News parser and sentiment analyser with Django + Redis + Celery +... |
|
Emerging |
| 10 |
avisionary/NYT-article-popularity
Machine Learning project to predict popularity of NYT articles |
|
Emerging |
| 11 |
brendanartley/NHL-Event-Detection
NHL event detection project using 500GB+ of Twitter and Reddit data. |
|
Emerging |
| 12 |
oluobiri/nba-hate-tracker
Which NBA player does r/NBA hate the most? Sentiment analysis of 1.57M... |
|
Emerging |
| 13 |
yehchunhung/RED
Retrieve dialogues from Reddit and generate an empathetic conversation dataset. |
|
Experimental |
| 14 |
giocoal/reddit-tldr-summarizer-and-topic-modeling
Extreme Extractive Text Summarization and Topic Modeling (using LSA and LDA... |
|
Experimental |
| 15 |
howardyclo/Digestant
Modules for effectively digesting data from Twitter and Reddit using ML, NLP... |
|
Experimental |
| 16 |
SatyamSaxena1/Reddit-scrape-to-zettelkasten-obsidian-workflow
From Reddit to Knowledge Graph: a Zettelkasten System from Saved Posts |
|
Experimental |
| 17 |
wafer110/Python-NLP-Analyze_TextualData_on_Reddit_Comments
Data retrieved from Kaggle.com; it is titled āPolitical Social Media Postsā... |
|
Experimental |
| 18 |
Nakshjainsonigara/Cyber-Risk-Sentiment-Analysis
A NLP project that analyzes cyber risk sentiment from cybersecurity... |
|
Experimental |
| 19 |
khushi2704rj-sephora/social-media-brand-equity-nlp
Automated multi-platform sentiment analysis pipeline (Reddit, YouTube,... |
|
Experimental |
| 20 |
Abbentai/RedditCommentAnalyser
This is a simple python project which scrapes top level comments from... |
|
Experimental |
| 21 |
premchand9985/Sentiment-Analysis-OpenAI-s-GPT-Model
This project employs OpenAI's GPT models to conduct sentiment analysis on... |
|
Experimental |
| 22 |
kennethhuang7/SupaScrapeR
Advanced Reddit data collection tool with intelligent scraping, trending... |
|
Experimental |
| 23 |
86lekwenshiung/Natural-Language-Processing-with-Reddit-Post
Using Random Forest , Bi Direction LSTM and Tensorflow Transfer Learning to... |
|
Experimental |
| 24 |
RMoodsTeam/RMoods
Web app for NLP analysis of Reddit |
|
Experimental |
| 25 |
Ronit26Mehta/Reddit-Sentiment-Analysis-and-ETL-Pipeline
we have created a project which would focus on using of synthetic data... |
|
Experimental |
| 26 |
imskr/reFlair
Reddit Flair Detection Web Application for r/india |
|
Experimental |
| 27 |
InPhyT/Reddit_Text_Classification
Kaggle Challenge: User Gender Classification on Reddit using NLP. |
|
Experimental |
| 28 |
lironbdolah/reddify
Reddify Creates a Spotify playlist, based on the top posts of a specific... |
|
Experimental |
| 29 |
A-Hassan7/Reddit-Sentiment-Analysis
Analyse Reddit sentiment for popular stocks using the Python Natural... |
|
Experimental |
| 30 |
SomethingObvious/tiktok-activity-data-scraper
Python-based tool for scraping, processing, and analyzing TikTok user... |
|
Experimental |
| 31 |
rossbm/udacity-ml-capstone
Final project for Udacity's Machine Learning Engineer Nanodegree. Evaluation... |
|
Experimental |
| 32 |
shubh11220/Reddit-Vaccine-Data
Analysing COVID-19 Vaccine related user comments on Reddit Platform using... |
|
Experimental |
| 33 |
sdarjunwadkar/Identifying-the-Communication-Intent-in-Cancer-Sub-Reddit
Understanding cancer's impact is vital for mental and physical health.... |
|
Experimental |
| 34 |
kkastr/reddit-sentiment
Sentiment Analysis on comments scraped from reddit. |
|
Experimental |
| 35 |
krishnapriya-n/analysis-of-valorant-reddit-posts
Sentiment and Engagement Across Post Categories in r/VALORANT |
|
Experimental |
| 36 |
Tashhfia/GoodNewsOnly
A sentiment analyzer to detect sentimental polarity of the news article. |
|
Experimental |
| 37 |
gabegagster/Reddit-US-Election-Analysis
A data science project analyzing 2024 US Election discourse on Reddit using... |
|
Experimental |
| 38 |
AtharvaMutsaddi/Reddit-Post-Comments-Sentiment-Analysis-with-Webscraping
A web application that allows users to scrape comments from a Reddit post,... |
|
Experimental |
| 39 |
aneesh-aparajit/reddit-crawler
Reddit Crawler API for collecting datasets from Reddit. |
|
Experimental |
| 40 |
neokd/Anveshaka
Anveshaka is a news analysis tool developed to search for news articles... |
|
Experimental |
| 41 |
ankitgyawali/reddit-analytics
Periodic NLP on hot posts from various subreddits to produce informative... |
|
Experimental |
| 42 |
peterdarryl/NLP-for-Ethical-AI
Analyzing Reddit discussions on AI ethics using topic modeling (LDA) and... |
|
Experimental |
| 43 |
ibrahimm7004/hype
All-in-One Marketing Tool for Social Media. |
|
Experimental |
| 44 |
tsear/reddit-discourse-project
Mapping emotional and conceptual discourse across Reddit philosophy communities. |
|
Experimental |
| 45 |
princerg/reddit-sentiment-classifier
An NLP + LSTM based sentiment classifier trained on Reddit posts to predict... |
|
Experimental |
| 46 |
DavidHarar/Reddit
Building a classifier to detect antisemitic and anti Israeli comments on... |
|
Experimental |
| 47 |
james-mugabo/narrative-drift-analyzer
Project Focus: Data Sourcing: Dual-stream scraping from Google News and... |
|
Experimental |
| 48 |
mattc1745/reddit-mental-health-sentiment-analysis
NLP analysis of 3,553 Reddit posts across 10 mental health communities using... |
|
Experimental |
| 49 |
samuelajala01/sm_nlp_scrapper
A tool that scraps comments from social medium like Nairaland and Reddit... |
|
Experimental |
| 50 |
harishaaram/NewsOptimism
Comparative Analysis of various news media and quantify its postiveness... |
|
Experimental |
| 51 |
a-neti-neti/goemotions-eda-annotation-diagnostics
Emotion architecture from Reddit comments: rater behavior, semantic... |
|
Experimental |
| 52 |
tommasofacchin/TikTok-ban-social-network-analysis
analyzed user discussions on Reddit around the TikTok ban and the growing... |
|
Experimental |
| 53 |
tashapiro/subreddit-askwomen-askmen
Predicting if a question is more likely to be a question on the AskMen or... |
|
Experimental |