import streamlit as st
from dataset_import import load_data

st.title("AnalyzeYT Dataset Analysis")

# Load dataset
data = load_data()

if data is not None:
    st.write("Loaded Data Preview:")
    st.write(data.head())

    # Add some basic analysis and visualization options
    st.write("Data Description:")
    st.write(data.describe())

    st.write("Data Visualization:")
    chart_type = st.selectbox("Select Chart Type", ['Line Chart', 'Bar Chart', 'Histogram'])

    if chart_type == 'Line Chart':
        st.line_chart(data)
    elif chart_type == 'Bar Chart':
        st.bar_chart(data)
    elif chart_type == 'Histogram':
        selected_column = st.selectbox("Select Column for Histogram", data.columns)
        st.write(data[selected_column].plot(kind='hist'))