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| import streamlit as st | |
| import pandas as pd | |
| import plotly.express as px | |
| from datasets import load_dataset | |
| import os | |
| # @st.cache() | |
| def bar_chart(counts_df): | |
| fig = px.bar(counts_df, x = 'car', y = 'large_vehicle') | |
| # fig_app_by_arc.update_layout( | |
| # xaxis_title="Name", | |
| # yaxis_title="", | |
| # ) | |
| return fig | |
| def daily_average(counts_df): | |
| filtered_views_list = ['View_from_Second_Link_at_Tuas_to_sg', | |
| 'View_from_Second_Link_at_Tuas_to_jh', | |
| 'View_from_Tuas_Checkpoint_to_sg', | |
| 'View_from_Tuas_Checkpoint_to_jh', | |
| 'View_from_Woodlands_Causeway_Towards_Johor_to_sg', | |
| 'View_from_Woodlands_Causeway_Towards_Johor_to_jh', | |
| 'View_from_Woodlands_Checkpoint_Towards_BKE_to_sg', | |
| 'View_from_Woodlands_Checkpoint_Towards_BKE_to_jh'] | |
| counts_df_filter_views = counts_df[counts_df['view'].isin(filtered_views_list)] | |
| counts_df_filter_views['date'] = pd.to_datetime(counts_df_filter_views['date']) | |
| counts_df_filter_views['day_of_week'] = counts_df_filter_views['date'].dt.day_of_week | |
| date_view_group = counts_df_filter_views.groupby(by=['view', 'day_of_week']).mean() | |
| date_view_group = date_view_group.reset_index() | |
| def main(): | |
| # comment out for local testing, but be sure to include after testing | |
| dataset = load_dataset("tappyness1/causion", use_auth_token=os.environ['TOKEN']) | |
| # print (dataset) | |
| # print (pd.DataFrame(dataset['train'])) | |
| counts_df = pd.DataFrame(dataset['train']) | |
| # only use this part before for local testing | |
| # once local testing is completed, comment out and use the dataset above | |
| # counts_df = pd.read_csv("data/counts_dataset.csv") | |
| # st.set_page_config(layout="wide") | |
| height = 650 | |
| st.markdown(""" <style> | |
| #MainMenu {visibility: hidden;} | |
| footer {visibility: hidden;} | |
| </style> """, | |
| unsafe_allow_html=True | |
| ) | |
| # Select Plot Option | |
| st.sidebar.markdown("Checkboxes") | |
| checkbox_one = st.sidebar.checkbox('Lorem Ip', value = True) # rename as necessary | |
| checkbox_two = st.sidebar.checkbox('Lorem Ipsum', value = False) | |
| if checkbox_one: | |
| st.write("Simple Bar Chart") | |
| st.plotly_chart(bar_chart(counts_df),use_container_width=True) | |
| if __name__ == "__main__": | |
| main() |