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diff --git a/LabsAPI.ipynb b/LabsAPI.ipynb
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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "58f23589-5458-4d29-8e5f-36b99deb6e5a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import requests\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "fdd556e9-5c37-4044-bd90-0d35c3c0c7ec",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Enter GitHub username:  lewisdeanclark\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Requesting: https://api.github.com/users/lewisdeanclark\n"
+     ]
+    }
+   ],
+   "source": [
+    "import requests\n",
+    "\n",
+    "def get_github_user(username):\n",
+    "    username = username.strip()\n",
+    "    url = f\"https://api.github.com/users/{username}\"\n",
+    "    print(f\"Requesting: {url}\")\n",
+    "    \n",
+    "    response = requests.get(url)\n",
+    "    \n",
+    "    if response.status_code == 200:\n",
+    "        return response.json()\n",
+    "    elif response.status_code == 404:\n",
+    "        print(\"User not found. Please check the username.\")\n",
+    "    else:\n",
+    "        print(f\"Error {response.status_code}: {response.text}\")\n",
+    "    \n",
+    "    return None\n",
+    "\n",
+    "username = input(\"Enter GitHub username: \")\n",
+    "user_data = get_github_user(username)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "id": "a8ad7096-5cc1-4477-9cb7-54035d590dd3",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdin",
+     "output_type": "stream",
+     "text": [
+      "Enter GitHub username:  paulmillr\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "--- Profile Info ---\n",
+      "Name: Paul Miller\n",
+      "Bio: None\n",
+      "Location: None\n",
+      "Public repos: 60\n",
+      "Followers: 4195\n",
+      "Following: 0\n",
+      "\n",
+      "--- Most Used Languages ---\n",
+      "JavaScript: 23 repos\n",
+      "TypeScript: 22 repos\n",
+      "Python: 2 repos\n",
+      "Vue: 2 repos\n",
+      "C++: 1 repos\n",
+      "Shell: 1 repos\n",
+      "Vim script: 1 repos\n",
+      "C: 1 repos\n",
+      "Rust: 1 repos\n",
+      "CoffeeScript: 1 repos\n",
+      "\n",
+      "--- Popular Projects (Top Starred) ---\n",
+      "chokidar - ⭐ 11553 - https://github.com/paulmillr/chokidar\n",
+      "encrypted-dns - ⭐ 3959 - https://github.com/paulmillr/encrypted-dns\n",
+      "es6-shim - ⭐ 3113 - https://github.com/paulmillr/es6-shim\n",
+      "dotfiles - ⭐ 1225 - https://github.com/paulmillr/dotfiles\n",
+      "exoskeleton - ⭐ 877 - https://github.com/paulmillr/exoskeleton\n"
+     ]
+    }
+   ],
+   "source": [
+    "import requests\n",
+    "from collections import Counter ### good for using on the analyze_language\n",
+    "\n",
+    "def get_github_user(username):\n",
+    "    url = f\"https://api.github.com/users/{username}\"\n",
+    "    response = requests.get(url)\n",
+    "    if response.status_code == 200: ### so this is for having the user input their username\n",
+    "        return response.json()\n",
+    "    else:\n",
+    "        print(\"User not found or error occurred.\")\n",
+    "        return None\n",
+    "\n",
+    "def get_user_repos(username):\n",
+    "    url = f\"https://api.github.com/users/{username}/repos?per_page=100\"\n",
+    "    response = requests.get(url)\n",
+    "    if response.status_code == 200:\n",
+    "        return response.json()\n",
+    "    else:\n",
+    "        print(\"Could not fetch repositories.\")\n",
+    "        return []\n",
+    "\n",
+    "def analyze_languages(repos):\n",
+    "    languages = [repo['language'] for repo in repos if repo['language']]\n",
+    "    return Counter(languages).most_common()\n",
+    "\n",
+    "def get_top_starred_repos(repos, top_n=5):\n",
+    "    return sorted(repos, key=lambda r: r['stargazers_count'], reverse=True)[:top_n]\n",
+    "\n",
+    "def main():\n",
+    "    username = input(\"Enter GitHub username: \").strip()\n",
+    "    profile = get_github_user(username)\n",
+    "    if not profile:\n",
+    "        return\n",
+    "\n",
+    "    repos = get_user_repos(username)\n",
+    "\n",
+    "    print(\"\\n--- Profile Info ---\")\n",
+    "    print(f\"Name: {profile.get('name')}\")\n",
+    "    print(f\"Bio: {profile.get('bio')}\")\n",
+    "    print(f\"Location: {profile.get('location')}\")\n",
+    "    print(f\"Public repos: {profile.get('public_repos')}\")\n",
+    "    print(f\"Followers: {profile.get('followers')}\")\n",
+    "    print(f\"Following: {profile.get('following')}\")\n",
+    "\n",
+    "    print(\"\\n--- Most Used Languages ---\")\n",
+    "    for lang, count in analyze_languages(repos):\n",
+    "        print(f\"{lang}: {count} repos\")\n",
+    "\n",
+    "    print(\"\\n--- Popular Projects (Top Starred) ---\")\n",
+    "    top_repos = get_top_starred_repos(repos)\n",
+    "    for repo in top_repos:\n",
+    "        print(f\"{repo['name']} - ⭐ {repo['stargazers_count']} - {repo['html_url']}\")\n",
+    "\n",
+    "if __name__ == \"__main__\":\n",
+    "    main()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "60e0c695-80bb-4d8e-af91-8728312c9ff5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python [conda env:base] *",
+   "language": "python",
+   "name": "conda-base-py"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}