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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 pandas as pd
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import matplotlib.pyplot as plt
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def visualize(data):
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# Convert to DataFrame (list of dicts or rows)
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df = pd.DataFrame(data, columns=["Name", "Age", "Score"])
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# Bar chart
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plt.figure(figsize=(5,4))
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plt.bar(df["Name"], df["Score"], color="skyblue")
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plt.title("Scores by Person")
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plt.xlabel("Name")
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plt.ylabel("Score")
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plt.tight_layout()
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plt.savefig("bar.png")
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plt.close()
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# Pie chart
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plt.figure(figsize=(4,4))
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plt.pie(df["Score"], labels=df["Name"], autopct="%1.1f%%")
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plt.title("Score Distribution")
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plt.savefig("pie.png")
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plt.close()
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return ["bar.png", "pie.png"]
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# Gradio interface
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gr.Interface(
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fn=visualize,
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inputs=gr.Dataframe(
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headers=["Name", "Age", "Score"],
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row_count=3, # make sure it accepts 3 rows
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col_count=3,
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label="Enter data for 3 people"
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),
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outputs=gr.Gallery(columns=2, label="Charts"),
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title="People Score Visualizer"
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).launch()
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