Pricing

from $2.00 / 1,000 results

Reddit Sentiment Scraper — Analyze Posts & Comments

Scrape Reddit and score every post and comment for sentiment — positive, negative or neutral with a confidence value. Search any subreddit or keyword to gauge how communities feel about a brand, product or topic. AI-ready text. No login or developer token needed.

Pricing

from $2.00 / 1,000 results

Rating

0.0

(0)

Developer

Black Falcon Data

Actor stats

Bookmarked

Total users

Monthly active users

8 hours ago

Last modified

Categories

Lead generation

Automation

You can access the Reddit Sentiment Scraper — Analyze Posts & Comments programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "startUrls": [{ "url": "https://www.reddit.com/r/programming/" }],
10    "searchTerms": [],
11    "maxItems": 5,
12    "includeCollapsed": False,
13    "descriptionFormat": "all",
14    "excludeEmptyFields": False,
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("blackfalcondata/reddit-sentiment-scraper").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
22for item in client.dataset(run["defaultDatasetId"]).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Reddit Sentiment Scraper — Sentiment Analysis for Reddit API in Python

The Apify API client for Python is the official library that allows you to use Reddit Sentiment Scraper — Analyze Posts & Comments API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Reddit Sentiment Scraper — Analyze Posts & Comments API in JavaScript

Reddit Sentiment Scraper — Analyze Posts & Comments API through CLI

Reddit Sentiment Scraper — Analyze Posts & Comments OpenAPI definition

Reddit Sentiment Scraper — Analyze Posts & Comments API

Reddit Post & Comment Scraper

ionbelei549/reddit-parsed-posts

Scrape unlimited comments from any posts with 99% accuracy (highest of the Apify Store). Input any Reddit post URL and get complete, rich JSON data, including deeply nested comment threads, scores, author details, and awards. Comments tree is already built for you.

Ion Belei

Reddit Scraper

scrapium/reddit-scraper

🔎 Reddit Scraper (reddit-scraper) extracts posts, comments & metadata from subreddits, users and threads — keywords, timestamps, scores & links. 📤 Export JSON/CSV. 🚀 Ideal for market research, social listening, academic studies & content discovery.

Scrapium

Ultimate Reddit Profile Scraper (Lite)

potatopeeler/reddit-account-scraper-lite

Pay per result. Seamlessly download full Reddit user accounts, capturing posts, images, activity, and historical data, including URLs and media comments. Export detailed insights to CSV, JSON, XML, EXCEL formats, or effortlessly import them into your email for comprehensive analysis and easy access.

Jamie Potato

151

1.0

(1)

Substack Scraper: Posts, Comments, Reactions + Sentiment

dltik/substack-scraper

Scrape any Substack publication: full post text, comments, replies, reactions, restacks. Built-in sentiment scoring on every item. Multi-publication batch, date filter, audience filter (free/paid/founding). For creator economy research, brand monitoring, PR. $3/1K posts + $5/1K comments.

Walid

Reddit Sentiment Analyzer

quakerish_joyride/reddit-sentiment-analyzer

AI-powered Reddit scraper with sentiment analysis. Scrape subr <a> </a>eddits, keywords, or users and get real-time sentiment scores.

Frost Orygon

Sentiment Analysis API, Text Emotion & Tone Detector

george.the.developer/sentiment-analysis-api

Analyze text sentiment in real time. Returns positive, negative, or neutral with confidence score. Detects emotion words, handles negation. No external API costs. Built for brand monitoring, review analysis, and social media pipelines.

George Kioko

Reddit Posts Search Scraper

vulnv/reddit-posts-search-scraper

Search and scrape Reddit posts by keyword. Extract detailed post data, comments, scores, timestamps, and metadata for research and analysis.

VulnV

515

5.0

(2)

Reddit Posts Scraper

vulnv/reddit-posts-scraper

Unlimited Reddit web scraper to crawl posts, comments and subreddits without login.

VulnV

386

5.0

(1)

Reddit Post & Modqueue Scraper - MCP, Community Intel + AI

harvestlab/reddit-scraper

RAG-ready Reddit feed for posts, comments, search, and modqueue at $0.002/post, no OAuth for public data. MCP-compatible Brandwatch/Sprout/Mention alternative. Optional 5-provider AI sentiment digest, community health, and Apify webhook workflows. x402-ready.

Nick

Reddit Brand Sentiment Scraper | Complaints & Reviews

zen-studio/reddit-brand-sentiment-analyzer

Extract brand sentiment, complaints, and alternatives from Reddit discussions. Enter any brand name, get structured analysis with real quotes and source URLs. Competitive mode compares multiple brands side by side. Full markdown report for LLM pipelines.