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import streamlit as st | |
from utils import display_graph | |
st.set_page_config(layout="wide") | |
st.title("Graph Correlation") | |
if 'default' not in st.session_state: | |
st.session_state.default = True | |
def default(): | |
st.session_state.default = False | |
with st.sidebar: | |
def_csv = st.selectbox(label='Demo Datasets', options=['spotify.csv', 'heart.csv', 'titanic.csv', 'pokemon.csv']) | |
def_csv = 'datasets/'+def_csv | |
csv = st.file_uploader(label='or upload a CSV file to analyse') | |
if csv == None: | |
csv=def_csv | |
corr_type = st.selectbox(label='Correlation Type', options=['kendall', 'pearson', 'spearman'], on_change=default) | |
th = st.slider(label='Correlation Threshold', min_value=0., max_value=1., value=0.15, step=0.01, on_change=default) | |
but = st.button("Display Correlation Graph", on_click=default) | |
if st.session_state.default: | |
graph_html = display_graph(csv_file='datasets/spotify.csv', threshold=0.15, corr_type='kendall') | |
st.components.v1.html(graph_html, width=None, height=2000) | |
if but: | |
graph_html = display_graph(csv_file=csv, threshold=th, corr_type=corr_type) | |
st.components.v1.html(graph_html, width=None, height=2000) |