NithyasriVllB
commited on
Create app.py
Browse files
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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# Function to visualize student progress
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def visualize_progress(file):
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df = pd.read_csv(file.name) # Reading the uploaded CSV file
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plt.figure(figsize=(10,6))
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for student in df['student_name'].unique():
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student_data = df[df['student_name'] == student]
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plt.plot(student_data['date'], student_data['score'], label=student)
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plt.xlabel('Date')
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plt.ylabel('Score')
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plt.title('Student Progress Over Time')
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plt.legend()
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plt.grid(True)
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plt.savefig('progress.png') # Save the plot to display it later
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return 'progress.png'
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# Gradio UI
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with gr.Blocks() as demo:
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gr.Markdown("# Student Progress Analysis Tool")
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# File input and display output
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file_input = gr.File(label="Upload Student Data (CSV)")
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output_image = gr.Image(label="Progress Chart")
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# Call the visualize_progress function
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file_input.change(visualize_progress, inputs=file_input, outputs=output_image)
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demo.launch()
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