ythx-101

ythx-101 / x-profile-analyzer

Public

🦞 X/Twitter user profile analyzer — no API key, no login required

15
2
100% credibility
Found Feb 23, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

This tool lets you analyze public X user profiles by gathering recent posts and optionally using AI to create detailed reports on topics, style, interactions, motivations, predictions, and more.

How It Works

1
🕵️ Discover the profile analyzer

You stumble upon a free tool that uncovers deep insights into any public X user's posting habits and personality just by giving their username.

2
💻 Get everything ready

Download the simple analyzer file to your computer and start a quiet background helper that safely gathers public posts.

3
📝 Pick a profile to explore

Enter the person's X username like 'elonmusk' and decide if you want a quick glance or a thorough review.

4
Choose your scan depth
⚡
Quick scan

Review about 50 posts in just a minute for fast insights.

🔍
Deep dive

Gather up to 300 posts over a few minutes for richer analysis.

5
🤖 See insights come alive

Watch as the tool collects the posts and a smart AI brain weaves them into a vivid picture of the user's world.

📊 Receive your full report

Celebrate with a polished summary full of topic breakdowns, writing quirks, activity patterns, motivations, fun predictions, and smart ways to connect.

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Star Growth

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AI-Generated Review

What is x-profile-analyzer?

This Python CLI tool is a free x profile analyzer that takes an x twitter user id or username and spits out an AI-generated profile report—no API key or login needed. It scrapes up to 300 recent tweets via Nitter instances and browser automation on localhost, then feeds them to MiniMax or OpenAI models for insights on topics, writing style, motives, and even activity heatmaps. Run `python3 x_profile_analyzer.py --user elonmusk --count 100` for a Markdown report on x twitter user demographics and behavior in minutes.

Why is it gaining traction?

Unlike x twitter api github wrappers or paid tools, this x profile analyzer ai bypasses X's restrictions with a no-auth x twitter scraper approach, delivering structured analysis like deep motives and contact openers that raw x twitter downloader github projects lack. The hook is its zero-setup depth—fetch raw tweet JSON with `--no-analyze` or get full AI breakdowns—making it a quick win over clunky x twitter bot github scripts or bloated x twitter clone github repos.

Who should use this?

Social media analysts tracking x twitter user numbers and decline trends, growth hackers scouting influencer contact points, or indie devs prototyping x twitter piko github features like user matching. It's for researchers needing x twitter user interface patterns without revanced-style hacks, or sales teams building personalized outreach from tweet styles.

Verdict

Grab it for casual x twitter user profiling if you're okay with Nitter's 300-tweet cap and early bugs—13 stars and 1.0% credibility score signal raw potential, backed by solid README docs but zero tests. Solid prototype for tinkerers; wait for polish if production-bound.

(198 words)

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