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Update app.py
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app.py
CHANGED
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@@ -7,32 +7,42 @@ st.set_page_config(layout="wide")
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st.header("HuggingFace 🤗 Posts leaderboard")
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st.write(
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"""Data Source: https://huggingface.co/datasets/maxiw/hf-posts
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df = pd.read_json("hf://datasets/maxiw/hf-posts/posts.jsonl", lines=True)
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df["publishedAt"] = pd.to_datetime(df.publishedAt)
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print(df.columns)
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# Get min and max dates from the DataFrame
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min_date = df["publishedAt"].min().to_pydatetime()
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max_date = df["publishedAt"].max().to_pydatetime()
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# Create the
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# Filter the DataFrame based on selected date range
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mask = df["publishedAt"].between(*date_range)
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df = df[mask]
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st.header("HuggingFace 🤗 Posts leaderboard")
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st.write(
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"""Data Source: https://huggingface.co/datasets/maxiw/hf-posts"""
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)
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df = pd.read_json("hf://datasets/maxiw/hf-posts/posts.jsonl", lines=True)
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df["publishedAt"] = pd.to_datetime(df.publishedAt)
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# print(df.columns)
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# Define the metrics
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metrics = ["totalUniqueImpressions", "totalReactions", "numComments", "Num of posts"]
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# Get min and max dates from the DataFrame
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min_date = df["publishedAt"].min().to_pydatetime()
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max_date = df["publishedAt"].max().to_pydatetime()
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# Create columns for the slider and the selectbox
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col1, col2 = st.columns([3, 1]) # Adjust the width ratio as needed
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with col1:
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date_range = st.slider(
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"Select Date Range",
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min_value=min_date,
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max_value=max_date,
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value=(min_date, max_date),
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format="DD/MMM/YYYY",
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)
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with col2:
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selected_metric = st.selectbox(
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"Sort by:",
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options=metrics,
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index=0,
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)
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# Filter the DataFrame based on selected date range
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mask = df["publishedAt"].between(*date_range)
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df = df[mask]
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