DataScienceGuild/DataViz-Plotly

1import streamlit as st2import numpy as np3import plotly.express as px4import pandas as pd5import plotly.graph_objects as go6 7st.set_page_config(page_title="Plotly Graphing Libraries",layout='wide')8 9# https://plotly.com/python/treemaps/10 11df = px.data.tips()12fig = px.treemap(df, path=[px.Constant("all"), 'sex', 'day', 'time'], 13                 values='total_bill', color='time',14                  color_discrete_map={'(?)':'lightgrey', 'Lunch':'gold', 'Dinner':'darkblue'})15fig.update_layout(margin = dict(t=50, l=25, r=25, b=25))16#fig.show()17fig.update_traces(marker=dict(cornerradius=5))18 19st.plotly_chart(fig, use_container_width=True)20 21 22df = px.data.gapminder().query("year == 2007")23fig = px.treemap(df, path=[px.Constant("world"), 'continent', 'country'], values='pop',24                  color='lifeExp', hover_data=['iso_alpha'],25                  color_continuous_scale='RdBu',26                  color_continuous_midpoint=np.average(df['lifeExp'], weights=df['pop']))27fig.update_layout(margin = dict(t=50, l=25, r=25, b=25))28#fig.show()29st.plotly_chart(fig, use_container_width=True)30 31 32df = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/96c0bd/sunburst-coffee-flavors-complete.csv')33fig = go.Figure(go.Treemap(34    ids = df.ids,35    labels = df.labels,36    parents = df.parents,37    pathbar_textfont_size=15,38    root_color="lightgrey"39))40fig.update_layout(41    uniformtext=dict(minsize=10, mode='hide'),42    margin = dict(t=50, l=25, r=25, b=25)43)44#fig.show()45st.plotly_chart(fig, use_container_width=True)46 47 48df = pd.read_pickle('bloom_dataset.pkl')49fig = px.treemap(df, path=[px.Constant("ROOTS"), 'Macroarea', 'Family', 'Genus', 'Language', 'dataset_name'],50                 values='num_bytes', maxdepth=4)51fig.update_traces(root_color="pink")52fig.update_layout(margin = dict(t=50, l=25, r=25, b=25))53 54st.plotly_chart(fig, use_container_width=True)55 56 57