Ploomber AI Editor | csv-browser-5a12

App Description

Create a Streamlit application that has a text field to enter a URL (default value: https://raw.githubusercontent.com/mwaskom/seaborn-data/master/penguins.csv). The app should read the CSV file (and cache it) from the URL and display a DataFrame. Add controls to do the following: - Control how many rows are displayed - A checkbox to determine to randomly shuffle the DataFrame

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Code Editor for app.py

import streamlit as st
import pandas as pd
import random

# URL input
url = st.text_input('Enter CSV URL', 'https://raw.githubusercontent.com/mwaskom/seaborn-data/master/penguins.csv')

@st.cache_data
def load_data(url):
    data = pd.read_csv(url)
    return data

# Load data
try:
    df = load_data(url)
    # Shuffle data
    if st.checkbox('Shuffle DataFrame'):
        df = df.sample(frac=1).reset_index(drop=True)

    # Control number of rows displayed
    num_rows = st.slider('Number of rows to display', 1, len(df), 10)
    st.dataframe(df.head(num_rows))
except Exception as e:
    st.error(f'Error loading data: {e}')

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app.py