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Create app.py
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app.py
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import gradio as gr
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import json
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import pandas as pd
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def extract_usernames(file_obj, is_following=False):
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if file_obj is None:
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return set()
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try:
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# Read the uploaded file
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data = json.load(open(file_obj.name, "r"))
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# Instagram's JSON structure can vary slightly by account age
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# 'following' usually has a top-level key, 'followers' is often just a list
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if is_following and "relationships_following" in data:
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entries = data["relationships_following"]
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else:
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entries = data if isinstance(data, list) else data.get("relationships_followers", [])
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usernames = []
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for entry in entries:
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# Extract username from the 'string_list_data' field
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if "string_list_data" in entry:
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usernames.append(entry["string_list_data"][0]["value"])
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return set(usernames)
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except Exception as e:
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return f"Error: {str(e)}"
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def analyze_stats(followers_file, following_file):
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followers = extract_usernames(followers_file)
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following = extract_usernames(following_file, is_following=True)
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if isinstance(followers, str): return followers, None, None
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if isinstance(following, str): return following, None, None
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# Logic: Who doesn't follow back?
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not_following_back = list(following - followers)
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# Logic: Who do you not follow back?
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fans = list(followers - following)
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df_not_back = pd.DataFrame(not_following_back, columns=["Username"])
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df_fans = pd.DataFrame(fans, columns=["Username"])
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summary = f"📊 **Results:**\n- **Not Following You Back:** {len(not_following_back)}\n- **Fans (You don't follow back):** {len(fans)}"
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return summary, df_not_back, df_fans
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# --- UI Layout ---
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("# 📸 Instagram Safe Tracker")
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gr.Markdown("""
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### 🛡️ 100% Account Safe
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No login required. This app only analyzes the data files you download from Instagram.
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**How to get your files:**
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1. Go to Instagram **Settings** > **Your Activity** > **Download your information**.
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2. Click **Download or transfer information**.
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3. Select **Followers and Following**.
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4. Select **Format: JSON** (NOT HTML) and **Date Range: All Time**.
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5. Once you get the email, upload `followers_1.json` and `following.json` below.
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""")
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with gr.Row():
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file_followers = gr.File(label="Upload followers_1.json")
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file_following = gr.File(label="Upload following.json")
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btn = gr.Button("🔍 Find Unfollowers", variant="primary")
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out_summary = gr.Markdown()
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with gr.Tabs():
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with gr.TabItem("Not Following You Back"):
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out_not_back = gr.DataFrame()
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with gr.TabItem("Fans (You don't follow back)"):
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out_fans = gr.DataFrame()
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btn.click(
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analyze_stats,
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inputs=[file_followers, file_following],
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outputs=[out_summary, out_not_back, out_fans]
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)
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demo.launch()
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