CSV_Viewer / app.py
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Add virtual environment and dependencies
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import streamlit as st
import pandas as pd
# Set the title of the app
st.title("CSV Viewer and Basic Stats")
# Create a file uploader
uploaded_file = st.file_uploader("Upload a CSV file", type=["csv"])
if uploaded_file:
# Read the uploaded CSV file
df = pd.read_csv(uploaded_file)
# Display the dataframe
st.write("### Uploaded Data")
st.write(df)
# Display basic statistics
st.write("### Basic Statistics")
st.write(df.describe())
# Display the column names
st.write("### Column Names")
st.write(df.columns.tolist())
# Allow the user to select a column for more detailed stats
column = st.selectbox("Select a column for more stats", df.columns)
if column:
st.write(f"### Statistics for {column}")
st.write(f"Mean: {df[column].mean()}")
st.write(f"Median: {df[column].median()}")
st.write(f"Standard Deviation: {df[column].std()}")