Krish30's picture
Rename Engg_Result_analysis.py to app.py
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import streamlit as st
import pandas as pd
# Function to analyze the status column
def analyze_status(df):
if 'Status' not in df.columns:
st.error("The uploaded file does not contain a 'status' column.")
return None
status_counts = df['Status'].value_counts()
return status_counts
# Streamlit app
def main():
st.title("Engg Students Result Analysis")
st.write("Upload a CSV or Excel file to analyze student status.")
uploaded_file = st.file_uploader("Choose a CSV or Excel file", type=["csv", "xlsx"])
if uploaded_file is not None:
try:
# Determine the file type and read accordingly
if uploaded_file.name.endswith('.csv'):
df = pd.read_csv(uploaded_file)
elif uploaded_file.name.endswith('.xlsx'):
df = pd.read_excel(uploaded_file)
else:
st.error("Unsupported file format.")
return
st.write("File uploaded successfully!")
st.write("Here's a preview of the data:")
st.dataframe(df.head())
status_counts = analyze_status(df)
if status_counts is not None:
st.write("### Analysis of Student Status")
st.write(status_counts)
st.bar_chart(status_counts)
except Exception as e:
st.error(f"An error occurred: {e}")
if __name__ == "__main__":
main()