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create app.py
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app.py
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import pandas as pd
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import gradio as gr
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URL = "https://docs.google.com/spreadsheets/d/1qFJ7N4yubNyq7BBvLiNFcgpyWFV66wDGCa48axGNp_c/edit?usp=sharing"
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csv_url = URL.replace('/edit?usp=', '/export?format=csv&usp=')
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def get_data():
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df = pd.read_csv(csv_url)
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df['Tweet Volume'] = df['Tweet Volume'].str[:-1]
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df['Tweet Volume'] = df['Tweet Volume'].transform( lambda x: x[-2:] if 'Under' in x else x)
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df['Trending Topic / Hashtag'] = df['Trending Topic / Hashtag'].transform( lambda x: x.split()[0])
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df["Tweet Volume"] = pd.to_numeric(df["Tweet Volume"])
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df = df.sort_values(by=['Tweet Volume'], ascending=False)
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return df[["Trending Topic / Hashtag", "Tweet Volume"]][:15]
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with gr.Blocks() as demo:
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gr.Markdown("# 📈 Real-Time Line Plot")
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with gr.Row():
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with gr.Column():
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gr.DataFrame(get_data, every=5)
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with gr.Column():
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gr.LinePlot(get_data, x="Trending Topic / Hashtag", y="Tweet Volume", every=5, overlay_point=True, width=500, height=500)
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gr.ScatterPlot(get_data, y="Tweet Volume", x="Trending Topic / Hashtag", every=5, width=500, height=500)
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demo.queue().launch() # Run the demo with queuing enabled
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