Pricing

from $0.70 / 1,000 posts

Instagram Hashtag Scraper · Top Posts & Reels · No Login

Scrape any Instagram hashtag — top posts and reels with captions, like and comment counts, play counts, video and thumbnail URLs, creator handle, and tagged accounts. No login, no cookies, no account risk. Many hashtags per run, automatically deduplicated across pages. JSON, CSV, or Excel.

Pricing

from $0.70 / 1,000 posts

Rating

0.0

(0)

Developer

Muhamed Didovic

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Categories

Social media

Automation

You can access the Instagram Hashtag Scraper · Top Posts & Reels · No Login 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    "hashtags": ["coffee"],
10    "maxPostsPerHashtag": 100,
11}
12
13# Run the Actor and wait for it to finish
14run = client.actor("memo23/instagram-hashtag-scraper").call(run_input=run_input)
15
16# Fetch and print Actor results from the run's dataset (if there are any)
17print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
18for item in client.dataset(run["defaultDatasetId"]).iterate_items():
19    print(item)
20
21# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Hashtag Scraper · Top Posts & Reels · No Login API in Python

The Apify API client for Python is the official library that allows you to use Instagram Hashtag Scraper · Top Posts & Reels · No Login API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Instagram Hashtag Scraper · Top Posts & Reels · No Login API in JavaScript

Instagram Hashtag Scraper · Top Posts & Reels · No Login API through CLI

Instagram Hashtag Scraper · Top Posts & Reels · No Login OpenAPI definition

Instagram Hashtag Scraper · Top Posts & Reels · No Login API

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