Instagram Related Hashtag Stats Scraper

💡 What does Instagram Related Hashtag Stats Scraper do?

The Instagram Related Hashtag Stats Scraper is a powerful tool that helps you extract complete hashtag statistics from Instagram — including related hashtags, usage trends, and post engagement insights. 🌟

Unlike basic scrapers, this advanced Apify Instagram Scraper digs deep into hashtag networks to reveal how hashtags are semantically and literally connected, empowering creators, marketers, and researchers to plan better Instagram strategies.

With this Instagram scraper app, you can:

• 📊 Track related hashtags used alongside your main tag.

• 🔍 Discover trending hashtags for your niche.

• ⚙️ Export results in JSON, CSV, or Excel formats.

• ⚡ Run analysis faster than any manual process.

Perfect for influencers, social media managers, and data-driven brands, this scraper offers a free option and integrates easily with the Apify platform, GitHub scripts, or IG scraper extensions.

📈 What Instagram Related Hashtag Stats can I extract?

Here’s a breakdown of the data types you can scrape using this Instagram Related Hashtag Stats Scraper 👇

🔖 Data Type	📊 Description	🧩 Example Output
Main Hashtag Stats	Number of posts, usage frequency, and reach	#fashion → 1.5B posts
Related Hashtags	Hashtags used together or semantically similar	#style, #ootd, #trendalert
Top Posts	Top-ranking media using the hashtag	Images, videos, carousels
Hashtag Frequency Tiers	Rare, Average, Frequent tags	Based on occurrence level
Post Insights	Engagement data (likes, comments, captions)	Likes, timestamp, captions
Media URLs	Links to each post or video	Direct post URLs
User Mentions	Tagged profiles within posts	@influencer_name

This helps users analyze hashtag relationships, understand content trends, and extract hashtags from Instagram posts easily.

⚙️ Key Features of Instagram Related Hashtag Stats Scraper

✨ The Instagram Related Hashtag Stats Scraper comes packed with robust features for deep data analysis and marketing automation:

• 🏷️ Scrape multiple hashtags at once — analyze hundreds of related hashtags in one run.

• 📊 Detailed performance stats — see how often hashtags are used daily, weekly, and overall.

• 🤖 Smart semantic analysis — identify hashtags related in meaning, not just in text.

• 💬 Extract captions, hashtags, and mentions from every Instagram post.

• ⚡ High-speed scraping with scalable performance (via Apify Instagram Scraper API).

• 🌐 Easy integrations — connect via Zapier, Make, Slack, or Google Sheets.

• 🔄 Export-friendly — download in JSON, CSV, Excel, or integrate directly into GitHub workflows.

• 🧠 AI-ready data — feed extracted data into ML or analytics tools.

Whether you’re researching trending Instagram hashtags, using an IG scraper extension, or analyzing cross-platform trends (even TikTok hashtags!), this scraper delivers everything in one click.

🪄 How to use Instagram Related Hashtag Stats Scraper

Follow this simple step-by-step guide to start scraping Instagram hashtag stats in minutes ⏱️

Step-by-Step Guide

1. 🔑 Log in to Apify – Create a free account or sign in.

2. 🧠 Select the Actor – Search for “Instagram Related Hashtag Stats Scraper” in the Apify Store.

3. 📥 Enter Input Data – Paste one or more hashtags into the input field.

4. ⚙️ Choose Options – Select output format (JSON, CSV, Excel) and decide if you want related or literal hashtags.

5. 🚀 Run the Actor – Click “Start” to begin scraping.

6. 📊 Download Results – Once done, export your dataset for analysis or visualization.

You can also automate this process with Apify API, connect it to Google Sheets, or even run it via GitHub CI/CD pipelines for marketing automation.

🎯 Use Cases

The Instagram Related Hashtag Stats Scraper can be used across multiple industries and applications:

• 📈 Marketing & Social Media Agencies – Discover trending hashtags to boost campaign reach.

• 🧠 Content Creators & Influencers – Find related hashtags that drive engagement.

• 🏢 Brands & E-commerce – Track product-related hashtags to identify audience interests.

• 📊 Data Analysts & Researchers – Build datasets for trend prediction and AI analysis.

• 📰 Media & PR Teams – Monitor real-time trends for content strategy.

• 🧩 Developers – Integrate with Instagram scraper GitHub projects or IG extensions for automated workflows.

This tool works seamlessly with Instagram Reel Scraper, Instagram Story Scraper, and Apify Instagram Scraper for all-in-one data extraction.

🌟 Why choose us?

Here’s why professionals love using our Instagram Related Hashtag Stats Scraper 👇

• 🔒 Safe & Secure – Only scrapes public data, 100% compliant with privacy laws.

• 🚀 Scalable Performance – Scrape thousands of hashtags or posts in one session.

• 💰 Free Tier Available – Get started with a free scraper plan for up to 2,000 results.

• ⚙️ No coding required – Simple UI + API flexibility for advanced users.

• 🧩 Seamless Integrations – Works with Apify, Zapier, and Make.

• 💡 Constant Updates – Optimized for the latest Instagram API changes.

If you’re looking for a free, reliable, and high-performance Instagram hashtag scraper, this is your best choice.

⚡ How many results can you scrape with Instagram Related Hashtag Stats Scraper?

The scraper can handle tens of thousands of hashtags and related post data depending on your plan and system capacity.

Here’s a quick performance overview:

💼 Plan	📊 Approx. Results	⏱️ Average Time	💵 Cost
Free Plan	Up to 2,000 hashtags	< 1 minute each	$0
Starter Plan	10,000 – 20,000 results	2–3 minutes each	~$5/month
Scale Plan	50,000+ results	Optimized by parallel runs	Custom pricing

Even large datasets with hashtags, posts, comments, or captions are processed efficiently. You can automate recurring scrapes via API endpoints, webhooks, or custom scripts on GitHub.

⚖️ Is it legal to scrape Instagram Related Hashtag Stats?

✅ Yes — when done ethically.

The Instagram Related Hashtag Stats Scraper only extracts publicly available information, such as hashtags, captions, and engagement stats. It does not access any private or personal user data.

However, remember:

• 🧾 Always comply with GDPR and data protection laws.

• ⚖️ Use scraped data for research, marketing, or analysis, not personal targeting.

• 📜 Consult your legal advisor if unsure about specific use cases.

This tool is fully aligned with Apify’s ethical scraping policy and can be used safely for public data analysis.

🧩 Input Parameters

Example JSON Input

{
    "proxy_configuration": {
        "useApifyProxy": false
    },
    "urls_keywords": [
        "love"
    ]
}

📦 Output Format

Example JSON Output

[
  {
    "name": "love",
    "postsCount": 2147483647,
    "url": "https://www.instagram.com/explore/tags/love",
    "id": "love",
    "posts": "2.15 B",
    "postsPerDay": "588.35 K",
    "difficulty": "very_high",
    "related": [
      {
        "hash": "#loveyourself",
        "info": "129M posts"
      },
      {
        "hash": "#loveyou",
        "info": "81.1M posts"
      },
      {
        "hash": "#loveislove",
        "info": "78M posts"
      },
      {
        "hash": "#lovely",
        "info": "76.8M posts"
      },
      {
        "hash": "#lovehim",
        "info": "41.3M posts"
      }
    ],
    "frequent": [
      {
        "hash": "#loveyourself",
        "info": "129M posts"
      },
      {
        "hash": "#loveyou",
        "info": "81.1M posts"
      },
      {
        "hash": "#loveislove",
        "info": "78M posts"
      },
      {
        "hash": "#lovely",
        "info": "76.8M posts"
      },
      {
        "hash": "#lovehim",
        "info": "41.3M posts"
      }
    ],
    "average": [
      {
        "hash": "#myloves",
        "info": "8.2M posts"
      },
      {
        "hash": "#cricketlover",
        "info": "7.9M posts"
      },
      {
        "hash": "#jewelrylover",
        "info": "7.7M posts"
      },
      {
        "hash": "#instalovers",
        "info": "7.6M posts"
      },
      {
        "hash": "#sareelovers",
        "info": "7.5M posts"
      }
    ],
    "rare": [
      {
        "hash": "#nailslove",
        "info": "5.7M posts"
      },
      {
        "hash": "#tealover",
        "info": "5.5M posts"
      },
      {
        "hash": "#lovemusic",
        "info": "5.5M posts"
      },
      {
        "hash": "#sareelover",
        "info": "5.4M posts"
      },
      {
        "hash": "#pitbulllove",
        "info": "5.4M posts"
      }
    ],
    "relatedFrequent": [
      {
        "hash": "#loveyourself",
        "info": "129M posts"
      },
      {
        "hash": "#loveyou",
        "info": "81.1M posts"
      },
      {
        "hash": "#loveislove",
        "info": "78M posts"
      },
      {
        "hash": "#lovely",
        "info": "76.8M posts"
      },
      {
        "hash": "#lovehim",
        "info": "41.3M posts"
      }
    ],
    "relatedAverage": [
      {
        "hash": "#myloves",
        "info": "8.2M posts"
      },
      {
        "hash": "#cricketlover",
        "info": "7.9M posts"
      },
      {
        "hash": "#jewelrylover",
        "info": "7.7M posts"
      },
      {
        "hash": "#instalovers",
        "info": "7.6M posts"
      },
      {
        "hash": "#sareelovers",
        "info": "7.5M posts"
      }
    ],
    "relatedRare": [
      {
        "hash": "#nailslove",
        "info": "5.7M posts"
      },
      {
        "hash": "#tealover",
        "info": "5.5M posts"
      },
      {
        "hash": "#lovemusic",
        "info": "5.5M posts"
      },
      {
        "hash": "#sareelover",
        "info": "5.4M posts"
      },
      {
        "hash": "#pitbulllove",
        "info": "5.4M posts"
      }
    ]
  }
]

❓ FAQ

1️⃣ Can I use this scraper for free?

✅ Yes! The Instagram Related Hashtag Stats Scraper free plan lets you scrape up to 2,000 results monthly.

2️⃣ Does it work with TikTok hashtags too?

💬 While it’s optimized for Instagram, it can analyze TikTok hashtags through integrated cross-platform scrapers.

3️⃣ Can I integrate it with Apify API or GitHub?

🔗 Absolutely! Use Apify API, apify-client (Node.js/Python), or GitHub workflows for automation.

4️⃣ Is it safe to use an IG scraper extension?

🛡️ Yes, as long as it adheres to ethical scraping standards and collects only public data.

5️⃣ Can it extract hashtags from Instagram posts automatically?

🚀 Yes! It identifies and extracts hashtags from captions with advanced parsing logic.

6️⃣ Does it support Instagram Reels or Stories?

🎞️ Yes — pair it with Instagram Reel Scraper or Instagram Story Scraper for complete data coverage.

7️⃣ Can I schedule recurring scrapes?

📆 Of course! Set up automatic scraping runs via Apify Scheduler or webhooks.

🌍 Final Words

The Instagram Related Hashtag Stats Scraper is your ultimate ally for Instagram data intelligence. Whether you want to analyze related hashtags, extract captions, or track engagement trends, this tool empowers you to make smarter content decisions — fast, accurate, and free to start!

💡 Try it today on Apify or integrate it with your IG scraper extension to revolutionize your hashtag strategy. 🚀