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README.md

@@ -1,12 +1 @@
----
-title: SMA
-emoji: 🏆
-colorFrom: purple
-colorTo: pink
-sdk: streamlit
-sdk_version: 1.34.0
-app_file: app.py
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# AlexMaklay

app.py

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+import os
+import json
+import pandas as pd
+import streamlit as st
+from googleapiclient.discovery import build
+
+
+
+class YouTube:
+    def __init__(self, api_key, channel_id):
+        self.api_key = api_key
+        self.channel_id = channel_id
+        self.youtube = build("youtube", "v3", developerKey=api_key)
+
+    def get_general_channel_info(self):
+        try:
+            request = self.youtube.channels().list(
+                part="snippet,statistics", id=self.channel_id
+            )
+            response = request.execute()
+            channel_info = response["items"][0]
+
+            channel_stats = {
+                "subscribers": channel_info["statistics"]["subscriberCount"],
+                "views": channel_info["statistics"]["viewCount"],
+                "total_videos": channel_info["statistics"]["videoCount"],
+                "title": channel_info["snippet"]["title"],
+                "description": channel_info["snippet"]["description"],
+                "cover": channel_info["snippet"]["thumbnails"]["high"]["url"],
+                "url": f"https://www.youtube.com/channel/{self.channel_id}",
+            }
+            return pd.DataFrame(channel_stats, index=[0])
+
+        except Exception as e:
+            st.error(f"An error occurred: {e}")
+            return pd.DataFrame()
+
+    def get_video_data(self):
+        try:
+            # Get the playlist ID of the channel's uploaded videos.
+            channel_response = (
+                self.youtube.channels()
+                .list(part="contentDetails", id=self.channel_id)
+                .execute()
+            )
+
+            playlist_id = channel_response["items"][0]["contentDetails"][
+                "relatedPlaylists"
+            ]["uploads"]
+
+            # Get all videos in the uploads playlist.
+            videos = []
+            next_page_token = None
+
+            while True:
+                playlist_items_response = (
+                    self.youtube.playlistItems()
+                    .list(
+                        part="snippet",
+                        maxResults=50,  # Maximum is 50 per request
+                        playlistId=playlist_id,
+                        pageToken=next_page_token,
+                    )
+                    .execute()
+                )
+                videos.extend(playlist_items_response["items"])
+                next_page_token = playlist_items_response.get("nextPageToken")
+                if next_page_token is None:
+                    break
+
+            # Extracting relevant data from each video.
+            video_data = []
+            for video in videos:
+                video_id = video["snippet"]["resourceId"]["videoId"]
+                video_details = (
+                    self.youtube.videos()
+                    .list(part="statistics,snippet", id=video_id)
+                    .execute()
+                )
+
+                if video_details["items"]:
+                    video_info = video_details["items"][0]
+                    snippet = video_info["snippet"]
+                    statistics = video_info["statistics"]
+
+                    video_data.append(
+                        {
+                            "thumbnail": snippet["thumbnails"]["high"]["url"],
+                            "publishedAt": snippet["publishedAt"],
+                            "url": f"https://www.youtube.com/watch?v={video_id}",
+                            "title": snippet["title"],
+                            "viewCount": statistics.get("viewCount", 0),
+                            "likeCount": statistics.get("likeCount", 0),
+                            "commentCount": statistics.get("commentCount", 0),
+                        }
+                    )
+
+            # Convert to DataFrame
+            df = pd.DataFrame(video_data)
+            return df
+        except Exception as e:
+            st.error(f"An error occurred: {e}")
+            return pd.DataFrame()
+
+
+api_key = os.environ.get("API_KEY")
+
+
+with open("scheme.json") as f:
+    scheme = json.load(f)
+
+st.set_page_config(page_title="Social Media Analytics", page_icon="🧊", layout="wide")
+
+if __name__ == "__main__":
+    selected_category = st.selectbox("Select Channel", scheme.keys())
+    platform = st.selectbox("Select Platform", scheme[selected_category].keys())
+    chanell_id = scheme[selected_category][platform]
+    if st.button("Run"):
+        if platform == "youtube":
+            youtube_account = YouTube(api_key, chanell_id)
+
+            with st.status("Fetching general channel info...", expanded=True) as status:
+                statistics = youtube_account.get_general_channel_info()
+            with st.status("Fetching video data...", expanded=True) as status:
+                video_data = youtube_account.get_video_data()
+            st.balloons()
+            if not statistics.empty:
+                st.image(statistics["cover"][0], width=200)
+                st.write(f"[Channel URL]({statistics['url'][0]})")
+            st.write(
+                statistics[["title", "subscribers", "views", "total_videos"]],
+                unsafe_allow_html=True,
+            )
+
+            video_data["url"] = video_data["url"].apply(
+                lambda x: f'<a href="{x}" target="_blank">{x}</a>'
+            )
+            video_data['thumbnail'] = video_data['thumbnail'].apply(lambda x: f'<img src="{x}" width="200">')
+            st.write(
+                video_data.to_html(escape=False, index=False), unsafe_allow_html=True
+            )
+

requirements.txt

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+google-api-python-client

scheme.json

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+{
+    "BossHorn": { "youtube": "UC_YahReYmOs8397X86TZg2Q" },
+    "manTalksHealth": { "youtube": "UCAvN9D0z_8SQpbFIQftYBPw" }
+}