Code Editor for app.py

import streamlit as st
import pandas as pd

# Load the mtcars dataset
@st.cache_data
def load_data():
    return pd.read_csv("https://raw.githubusercontent.com/mwaskom/seaborn-data/master/mpg.csv")

mtcars_data = load_data()

st.title("Mtcars Dashboard")

# Sidebar for filters
st.sidebar.header("Filters")

cylinders = st.sidebar.multiselect(   
    "Select Number of Cylinders:",   
    options=mtcars_data['cyl'].unique(),   
    default=mtcars_data['cyl'].unique()   
)

# Filter data based on selections
filtered_data = mtcars_data.query("cyl in @cylinders")

# Show filtered data
st.subheader("Filtered Data")
st.write(filtered_data)

# Display a table
st.table(filtered_data.describe())

# Histogram of mpg
st.subheader("Histogram of Miles Per Gallon (mpg)")
st.bar_chart(filtered_data['mpg'].value_counts())