YouTube Comments Scraper + Sentiment Analysis

Scrape comments and replies from YouTube (youtube.com) videos: text, author, channel, likes, replies, pinned and creator-hearted flags, optional free sentiment analysis. Paste video, Shorts or youtu.be links, sort by top or newest, export JSON, CSV or Excel.

Publisher description, verbatim

Last 7 dayson this actor

1new actor
1rank move
236new rivals on YouTube

Each one reaches followers by email the morning after.Follow this actor

Key figures2 readings

Price / 1k$0.50per 1,000 results

Users / 30d1→ 0 over 2 readings

Users, all time2→ 0 over 2 readings

Runs / 30d1not enough history for a trend

Runs / user / mo1.00runs per monthly user

Standing

#1,076of 2,331

on YouTube, by users in the last 30 days among actors classified to this platform.

Store search presence

1top-10 keywords

best #1 for “youtube comments sentiment analysis”

youtube comments sentiment analysis#1

re-crawled daily

Recorded changes

2026-10-23searchKeyword rank moveentered top-3 for “youtube comments sentiment analysis” (outside top 100 → #2)—on record
2026-10-23changeListed—on record

showing 2 of 2 in the last 30 days · followers get the next one by email

History

2 readings since 2026-10-23

Users / 30d2 readings

Users, all time2 readings

Standing2 readings

Alternatives on YouTube

The actors either side of #1,076 of 2,331, ranked by users in the last 30 days. Same platform, adjacent adoption — the comparable set.

all 2,331 on YouTube →

Sort

#	Actor	Grade	Price / 1k	Users /30d	Success	Rating	Age	Fresh
1071	YouTube Subtitles & Transcript Scraper APIcliqtomedia	C	EVT$8.00 /1k transcript_succeedhigh price	12 total	99.1%	—	57d	fresh
1072	YouTube Video & Channel Scrapercloud9_ai	—	RES$1.50 /1k	12 total	—	—	8m	aging
1073	YouTube Shorts Data Scrapercode-node-tools	—	EVT$4.00 /1k short-scrapedfair price	18 total	—	—	4m	aging
1074	YouTube Video Scrapercodenest	—	FREEfree	18 total	—	—	12m	fresh
1075	YouTube Search Scraper - Videos by Keywordcoder2077	—	EVT$0.13 /1k youtube-search-paggood price	11 total	—	—	18d	fresh
1076	YouTube Comments Scraper + Sentiment Analysisconfidential_gnat	—	RES$0.50 /1k	12 total	—	—	2d	fresh	This
1077	YouTube Video Downloader — MP4, MP3, Shorts, Playlistsconfidential_gnat	—	FREEfree	12 total	—	—	18d	fresh
1078	Explore.org Scraper - Wildlife Cam Streams, GPS & Weatherconversational_kermis	—	EVT$10.00 /1k vision-sync-resultsteep price	12 total	—	—	7m	aging
1079	YouTube Live Cam Scraper - Stream Metadata & Livenessconversational_kermis	—	EVT$2.00 /1k vision-sync-resultfair price	12 total	—	—	7m	aging
1080	Youtube Comment Scraper Procoregent	—	RES$1.00 /1k	135 total	—	—	13m	fresh
1081	YouTube Most Popular Shorts (Top by Country & Category)coregent	—	EVT$1.00 /1k shorts-resultgood price	17 total	—	—	8m	stale

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Numbers on this page are measured only by an independent census of the Apify Store — not self-reported. Not indexed: too little has happened to this actor for us to have anything worth saying yet.