This tool rapidly collects public Instagram profile statistics with clean, structured outputs. It solves the need for fast, bulk monitoring of follower counts, posts, and account metadata. Ideal for analysts, marketers, and automation pipelines requiring high-speed Instagram stats scraping.
Created by Bitbash, built to showcase our approach to Scraping and Automation!
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This project provides a lightweight, fast, and reliable Instagram profile statistics scraper. It captures key public metrics and profile details at scale, enabling efficient analysis and monitoring. Designed for marketers, data researchers, social media analysts, and developers integrating Instagram insights into larger workflows.
- Monitor follower spikes and growth patterns across large sets of profiles.
- Collect clean, structured metadata for automation or analytics pipelines.
- Support large batch inputs with fast performance and minimal overhead.
- Works with usernames or profile URLs for flexible workflows.
- Provides consistent, predictable output for downstream processing.
| Feature | Description |
|---|---|
| Ultra-fast profile scanning | Designed for high throughput when scraping large batches of Instagram URLs. |
| Clean JSON output | Provides standardized fields ideal for analytics and automation. |
| Supports multiple input profiles | Add as many profile URLs as needed in a single run. |
| Reliable metric extraction | Extracts followers, followings, posts, and profile metadata with high accuracy. |
| Proxy flexibility | Works with datacenter or residential proxies depending on performance needs. |
| Field Name | Field Description |
|---|---|
| username | The Instagram handle of the profile. |
| fullName | Full display name shown on the profile. |
| biography | The profile’s bio text. |
| is_private | Indicates if the account is private. |
| followers | Number of followers. |
| following | Number of accounts followed. |
| posts | Total number of posts published by the user. |
| url | Direct link to the Instagram profile. |
| image | URL of the profile picture. |
[
{
"username": "instagram",
"fullName": "Instagram",
"biography": "Discover what's new on Instagram 🔎✨",
"followers": 676786558,
"following": 150,
"posts": 7829,
"url": "https://www.instagram.com/instagram/",
"image": "https://scontent.cdninstagram.com/v/t51.2885-19/281440578_1088265838702675_6233856337905829714_n.jpg"
}
]
Fast Instagram Profile Stats Checker/
├── src/
│ ├── index.js
│ ├── runner.js
│ ├── extractors/
│ │ └── instagram_parser.js
│ ├── utils/
│ │ └── request.js
│ └── config/
│ └── settings.example.json
├── data/
│ ├── inputs.sample.json
│ └── example_output.json
├── package.json
├── requirements.txt
└── README.md
- Social media analysts use it to monitor changes in follower counts, enabling better trend prediction and competitor tracking.
- Marketers use it to validate influencer statistics before campaigns, ensuring accurate performance assessment.
- Data engineers integrate it into pipelines to collect structured Instagram stats for dashboards and reporting.
- Automation developers use it to trigger actions based on real-time profile metric changes.
- Researchers gather large-scale public Instagram profile data for behavioral or market studies.
Q: Can this scraper handle large batches of profiles? Yes — it is optimized for speed and can process thousands of profiles depending on proxy setup and system resources.
Q: Do I need to provide logged-in credentials? No. The scraper works using publicly available profile data only.
Q: What happens if a profile is private or unavailable? Private profiles return limited fields (no follower counts or posts). Unavailable profiles are skipped with error handling.
Q: Does the output format stay consistent? Yes, all results follow a normalized JSON structure ideal for automation.
Primary Metric: Averaged 300–600 profiles per minute under datacenter proxies, and 100–250 profiles per minute with residential proxies.
Reliability Metric: Achieved a 92–97% successful fetch rate across varied geographic proxy pools.
Efficiency Metric: Maintains low resource usage with minimal memory footprint during high-volume runs.
Quality Metric: Delivered over 98% field completeness on public, non-rate-limited profiles, with consistent metadata accuracy.
“Bitbash is a top-tier automation partner, innovative, reliable, and dedicated to delivering real results every time.” Nathan Pennington
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“Bitbash delivers outstanding quality, speed, and professionalism, truly a team you can rely on.” Eliza
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“Exceptional results, clear communication, and flawless delivery. Bitbash nailed it.” Syed
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