Code Editor for app.py

import streamlit as st
import pandas as pd
import numpy as np

st.title("Qualitative Data Analysis")

# Sample qualitative data
sample_data = {
    'Responses': [
        "The service was excellent!",
        "I had a bad experience.",
        "Would recommend to others.",
        "Not what I expected.",
        "Great customer support."
    ]
}

data = pd.DataFrame(sample_data)

# Display the data
st.write("### Survey Responses:")
st.table(data)

# Word cloud generation
if st.button("Generate Word Cloud"):
    from wordcloud import WordCloud
    import matplotlib.pyplot as plt

    text = " ".join(data['Responses'].tolist())
    wordcloud = WordCloud(width=800, height=400, background_color='white').generate(text)

    plt.figure(figsize=(10, 5))
    plt.imshow(wordcloud, interpolation='bilinear')
    plt.axis('off')
    st.pyplot(plt)