Pricing

$10.00/month + usage

Instagram Hashtag Analytics Scraper

Analyze Instagram hashtags at scale. Get total post counts, average likes, comments, views, top-performing posts with engagement data, related keywords, and top creators for any hashtag. Compare multiple hashtags side by side for content strategy and trend research. No login required.

Pricing

$10.00/month + usage

Rating

0.0

(0)

Developer

ParseForge

Actor stats

Bookmarked

Total users

Monthly active users

16 hours ago

Last modified

Categories

Social media

Lead generation

Other

You can access the Instagram Hashtag Analytics 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    "hashtags": [
10        "travel",
11        "food",
12        "photography",
13        "fashion",
14        "fitness",
15        "love",
16        "instagood",
17        "photooftheday",
18        "beautiful",
19        "happy",
20        "cute",
21        "picoftheday",
22        "follow",
23        "me",
24        "selfie",
25        "summer",
26        "art",
27        "instadaily",
28        "friends",
29        "repost",
30        "nature",
31        "girl",
32        "fun",
33        "style",
34        "smile",
35        "food",
36        "family",
37        "travel",
38        "fitness",
39        "foodie",
40        "instafood",
41        "motivation",
42        "lifestyle",
43        "homedesign",
44        "interiordesign",
45        "workout",
46        "gym",
47        "makeup",
48        "skincare",
49        "beauty",
50        "ootd",
51        "streetstyle",
52        "outfit",
53        "shoes",
54        "wedding",
55        "bride",
56        "coffee",
57        "yoga",
58        "sunset",
59        "beach",
60    ],
61    "maxItems": 10,
62    "proxyConfiguration": {
63        "useApifyProxy": True,
64        "apifyProxyGroups": ["RESIDENTIAL"],
65    },
66}
67
68# Run the Actor and wait for it to finish
69run = client.actor("parseforge/instagram-hashtag-analytics-scraper").call(run_input=run_input)
70
71# Fetch and print Actor results from the run's dataset (if there are any)
72print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
73for item in client.dataset(run["defaultDatasetId"]).iterate_items():
74    print(item)
75
76# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Instagram Hashtag Scraper - Analytics and Post Data API in Python

The Apify API client for Python is the official library that allows you to use Instagram Hashtag Analytics Scraper 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 Analytics Scraper API in JavaScript

Instagram Hashtag Analytics Scraper API through CLI

Instagram Hashtag Analytics Scraper OpenAPI definition

Instagram Hashtag Analytics Scraper API

Instagram Related Hashtag Stats Scraper

scraper-engine/instagram-related-hashtag-stats-scraper

📊 Instagram Related Hashtag Stats Scraper lets you extract detailed hashtag insights from Instagram — including related tags, post counts, engagement stats, and top posts. 🚀 Analyze hashtag networks, find trending topics, and export data in JSON, CSV, or Excel for free!

Scraper Engine

5.0

Instagram Hashtag Scraper

futurizerush/instagram-hashtag-scraper

Extract trending posts and reels from any Instagram hashtag. Get media downloads, engagement metrics, captions, and more. Up to 24 posts per hashtag, 10 hashtags per run. (Beta)

Rush

5.0

Instagram Hashtag Stats

leadsbrary/instagram-hashtag-stats

Get total post count and top posts for any Instagram hashtag — no login required. Powered by real browser rendering for reliable results even on the most popular hashtags. Perfect for content strategy, trend monitoring and influencer research.

Alexandre Manguis

5.0

Instagram Hashtag Scraper · No Cookies

data-slayer/instagram-hashtags-scraper-no-login-required

Search and discover Instagram hashtags by keyword without login. Get hashtag names, media counts, follow status, and associated images. Find trending hashtags and analyze content volume for any niche or topic. No cookies, no authentication. JSON/CSV/Excel export.

Data Slayer

Instagram Hashtag Analytics Scraper

apify/instagram-hashtag-analytics-scraper

Extract detailed Instagram hashtag metrics fast. Get total post count, posts per day, top and latest posts, related hashtags (literal and semantic), and their usage frequency. Export scraped stats, run the scraper via API, schedule and monitor runs or integrate with other tools.

Apify

2.9K

4.0

Instagram Hashtag Scraper

scraper-engine/instagram-hashtag-scraper

Scrape Instagram posts by hashtag quickly and at scale. Extract captions, images, reels, likes, comments, and metadata. Perfect for trend analysis, influencer research, marketing insights, and dataset creation. Fast, reliable, and ideal for automated Instagram hashtag monitoring.

Scraper Engine

126

5.0

NPI/NPPES Healthcare Provider Scraper

parseforge/npi-nppes-scraper

Supercharge your healthcare provider research with our NPI/NPPES Scraper! Automate comprehensive data collection from the National Plan and Provider Enumeration System (NPPES) Registry, saving hours of manual research and ensuring you get the most accurate, up-to-date healthcare provider information

ParseForge

5.0

Tiktok Trending Hashtags Analytics

codebyte/tiktok-trending-hashtags-analytics

Unlock TikTok's trending hashtags with comprehensive analytics and audience insights. Gather data on hashtag performance, audience demographics and related trends to supercharge your TikTok content strategy.

Codebyte

417

3.0

Instagram Keywords Intelligence Tool 🎯

easyapi/instagram-keywords-intelligence-tool

🔍 Discover trending hashtags and influential users on Instagram with real-time keyword analysis. Get comprehensive insights into hashtag popularity and user engagement. Perfect for social media marketers, influencers, and researchers looking to optimize their Instagram strategy.

EasyApi

172

1.0

Levels Fyi Scraper

parseforge/levels-fyi-scraper

Scrape salary data from Levels.fyi for any company and role. Get base salary, total compensation, stock grants, bonuses, experience levels, locations, and offer dates. Compare pay across companies like Google, Meta, Amazon, Apple, and thousands more.

ParseForge