YouTube Hashtag Scraper
Pricing
Pay per event
Scrape YouTube videos by hashtag at scale. Give this actor a list of hashtags and it returns every video YouTube surfaces under each one, with full metadata: titles, channels, view counts, durations, thumbnails, publish dates, and more.
You can access the YouTube Hashtag Scraper 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 API & Integrations in Apify Console.
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = {9 "hashtags": ["webscraping"],10 "max_results": 20,11 "country": "US",12 "language": "en",13}14
15# Run the Actor and wait for it to finish16run = client.actor("s-r/youtube-hashtag-scraper").call(run_input=run_input)17
18# Fetch and print Actor results from the run's dataset (if there are any)19print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")20for item in client.dataset(run.default_dataset_id).iterate_items():21 print(item)22
23# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-startThe Apify API client for Python is the official library that allows you to use YouTube Hashtag Scraper API in Python, providing convenience functions and automatic retries on errors.
Install the apify-client
$pip install apify-clientOther API clients include: