Pricing

Pay per event

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Instagram Hashtag Scraper

Try for free

Best posts & reels hashtag scraper! $0.016 / hashtag gets you 60 items FREE, then $0.0004 / additional item. No authentication, no proxy needed. Perfect for content research and social media intelligence! ⚡

Pricing

Pay per event

Rating

5.0

(10)

Developer

API Dojo

Actor stats

Bookmarked

1.3K

Total users

249

Monthly active users

5.8 hours

Issues response

8 hours ago

Last modified

Categories

Social media

Developer tools

Automation

You can access the Instagram 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 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": ["https://www.instagram.com/explore/tags/cats/"],
10    "getReels": False,
11    "getPosts": True,
12    "maxItems": 1000,
13    "customMapFunction": "(object) => { return {...object} }",
14}
15
16# Run the Actor and wait for it to finish
17run = client.actor("apidojo/instagram-hashtag-scraper").call(run_input=run_input)
18
19# Fetch and print Actor results from the run's dataset (if there are any)
20print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
21for item in client.dataset(run["defaultDatasetId"]).iterate_items():
22    print(item)
23
24# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Hashtag Scraper API in Python

The Apify API client for Python is the official library that allows you to use Instagram Hashtag Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

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Fast Instagram Scraper API - Posts, Reels, Profiles & Hashtags

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Instagram Scraper API - extract posts, reels, profiles, hashtags, locations & audio FASTat 100-200 posts/sec. Transparent event-based pricing from $0.005/query + $0.0005/post, FREE posts per query, no login, proxies or API keys. Perfect for influencer analysis, brand & social media monitoring.