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| import streamlit as st | |
| import numpy as np | |
| import plotly.figure_factory as ff | |
| import plotly.express as px | |
| import pandas as pd | |
| import plotly.graph_objects as go | |
| import streamlit_authenticator as stauth | |
| from st_aggrid import GridOptionsBuilder, AgGrid, GridUpdateMode, DataReturnMode | |
| from streamlit_extras.stylable_container import stylable_container | |
| from streamlit_extras.metric_cards import style_metric_cards | |
| import warnings | |
| from streamlit_extras.switch_page_button import switch_page | |
| import pickle | |
| import time | |
| import plotly.io as pio | |
| import os | |
| import requests | |
| def check_and_download_file(file_path, url): | |
| if os.path.exists(file_path): | |
| print(f"The file '{file_path}' already exists.") | |
| else: | |
| print(f"The file '{file_path}' does not exist. Downloading...") | |
| try: | |
| response = requests.get(url) | |
| response.raise_for_status() # Check if the request was successful | |
| with open(file_path, 'wb') as file: | |
| file.write(response.content) | |
| print(f"File downloaded successfully and saved as '{file_path}'.") | |
| except requests.exceptions.RequestException as e: | |
| print(f"An error occurred while downloading the file: {e}") | |
| # Example usage | |
| pio.templates.default = 'plotly' | |
| warnings.filterwarnings('ignore') | |
| st.set_page_config(layout="wide") | |
| color = {'Unknown/Other':'#3a393a', 'Black or African American': '#2993A3', 'White':'#666766', 'Native American':'#f4b780', 'Hispanic':'#a0cd7c', 'Pacific Islander':'#a680ba','Asian':'#f37e85'} | |
| file = open("login_state.pkl",'rb') | |
| st.session_state['logged_in'] = pickle.load(file) | |
| file.close() | |
| #----------------------------NavBar-------------------------------# | |
| hide_menu_style = """ | |
| <style> | |
| #MainMenu {visibility: hidden;} | |
| header {visibility: hidden;} | |
| </style> | |
| """ | |
| st.markdown(hide_menu_style, unsafe_allow_html=True) | |
| if st.session_state.get("logged_in") == False or st.session_state.get("logged_in") == None: | |
| st.switch_page("app.py") | |
| st.markdown('<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous">', unsafe_allow_html=True) | |
| st.markdown(""" | |
| <head> | |
| <script defer src="https://pyscript.net/latest/pyscript.js"></script> | |
| </head> | |
| <nav class="navbar fixed-top navbar-expand-lg navbar-dark" style="background-color: #3498DB;"> | |
| <a class="navbar-brand" href="https://www.ipr.northwestern.edu/who-we-are/faculty-experts/redbird.html" target="_blank">RJA Dashboard</a> | |
| <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"> | |
| <span class="navbar-toggler-icon"></span> | |
| </button> | |
| <div class="collapse navbar-collapse" id="navbarNav" style="width:100%;"> | |
| <ul class="navbar-nav"> | |
| <li class="nav-item active"> | |
| <a class="nav-link disabled" href="https://sanbernardinorja.streamlit.app/page_0" target="_self">Arrest Summary<span class="sr-only">(current)</span></a> | |
| </li> | |
| <li class="nav-item"> | |
| <a class="nav-link" href="https://sanbernardinorja.streamlit.app/page_1" target="_self">Charge By Race</a> | |
| </li> | |
| <li class="nav-item"> | |
| <a class="nav-link" href="https://sanbernardinorja.streamlit.app/page_2" target="_self">Download Data</a> | |
| </li> | |
| </ul> | |
| <ul class="navbar-nav ml-auto"> | |
| <li class="nav-item mr-auto" style="padding-left:5px;padding-right:5px;outline-color:#f0f2f5;border: 2px solid white;border-radius:10px;"> | |
| <a class="nav-link" href="https://sanbernardinorja.streamlit.app/" target="_self" >Logout</a> | |
| </li> | |
| </ul> | |
| </div> | |
| </nav> | |
| """, unsafe_allow_html=True) | |
| #------------------------------- Metric Cards ------------------------# | |
| file_path = "Population.csv" | |
| url = 'https://rja-sanbernardino.s3.us-east-1.amazonaws.com/dashboard/Population.csv?response-content-disposition=inline&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIFmSNoakzC4hQlNV2NcIpccGqt1lJiw7dumO58Kv5HHaAiBCHRkYbyL09%2BOEofcZF%2Bns9A09PO6x%2B0OxiYD2hpoX9SrkAghnEAAaDDg5MTM3NzEzNDQwMCIMZmel5gOdx72MuskSKsECTeZ5%2BcyfkQg%2B%2B3A7JvIv%2BC1gROoz%2FDXmPWbU%2FSAZeVnNm52uZ%2BqIMs%2BwWYZetz3c6yCs4jAoaTtG5m%2BQUFHX0y8bA131w1uOZUPrG8vFPXNHWSgPIc2G%2BZoXdzeipp2WUaTIGlCwyWXDI0XfP9qVjd6Xq4HLnggPA4oSEu1YwgK%2B47jO0XM%2BucrzhxuqSmi6wVGtzHp93KmPFT6jVAyM%2Bl6kb3apdWTa8YHjAzVRSLF7Zz%2Fp%2BMqMHJu4rqCAxFjNHzYu6iNqfLa17QRksNm6ceMouz8Hmv3npsckPC47fZLRmUn1RHdT0lNBOq%2BqiQzrSDxhGIpVUsH9S8rVkSMsGKupUo8Hj18GsuAsTeqtIICu9QrV%2F0yEnkpMbv4YBkbIP06fCLDbvEOFYkR6E8%2BCNduIk2IsaFdCuA%2FrBojQ9DSdMLCbo7MGOrQCUO2zBp8Ayj4ia9p0LjRwbGHDNtKhAQzxdILs%2BTn%2BTREt231CGQ119MkAhv4MeK685Da%2F8VOpav58HESVRdNqcYh%2B3AYuXsCwnC2WHYIpsgz5VssWUvwH%2BvPMwkzzIgXcdwNVBNS4m67c5pcya%2BQIVR3ShsBOv4BiTESmnjwUlxORB%2ByYvdfTz5gkVx3IA97wri%2FEKTH5prAsLR80ue2ayQDYnciX8awXYavJ7ypQa4nXgiyzOoy8ZJ5eA5yDeGiZG9rGkopMkjLVgrZeDfK7LH87Vetx3Jcxrwwwh7NVIvXQ0rnf5nJEweuW7EcgRSEeyB11pMUsSZC3f4NCRFt%2B6FcwqpJsY%2FxJBLgtroXp3XBHcZlH4pmx6hcHqFRAYav6ZSUdjfavsbSA5gaarEscJfaQrdk%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240611T224039Z&X-Amz-SignedHeaders=host&X-Amz-Expires=43200&X-Amz-Credential=ASIA47CRXVNAOF2MQFR4%2F20240611%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=96c7384f7b881f1b201abc0689608231042ce46b076fdf75e2c3e009efc26cb7' | |
| check_and_download_file(file_path, url) | |
| pop = pd.read_csv("Population.csv") | |
| cols = st.columns(2) | |
| cols[0].metric(label="Felony Convicitons for the Population (2015-2023)", value=32979, delta='inc') | |
| v = int(pop.loc[0, pop.columns.str.contains("Black")].values[0]) / int(pop.loc[0, pop.columns.str.contains("White")].values[0]) | |
| cols[1].metric(label="Black : White Population ratio", value=str(round(v*100, 2))+"/100", delta = "As per 2020") | |
| style_metric_cards() | |
| #------------------------------- Page 0 ------------------------------# | |
| Page0 = st.container(border=True) | |
| Page0 = stylable_container(key="Page0", css_styles=[""" {box-shadow: rgba(0, 0, 0, 0.24) 0px 3px 25px;}"""])#, """{background-color:white;opacity:0.8;}"""])#, """ {border: 2px solid rgba(49, 51, 63, 0.2); border-radius: 10px;}"""]) | |
| cols = Page0.columns([0.5,5.5,0.2,3.3,0.5]) | |
| cols[1].header("Most Common Charges Booked in the County", anchor='section-1', help="A Graph to understrand the most commnly charged crimes in the county by racial distribution. The graph gives a yearly estimates of the crimes. You can choose to see the data by Race/Race and see upto top 300.") | |
| cols = Page0.columns([0.5,3, 3,3,0.5]) | |
| Race = cols[1].selectbox('Select Race', tuple(color.keys()), index=None) | |
| Dec = cols[2].selectbox('Change Data', tuple(['Court Data', 'Curently Incarcerated']), index=0) | |
| st.markdown(""" | |
| <style> | |
| .stSlider [data-baseweb=slider]{ | |
| width: 100%; | |
| } | |
| </style> | |
| """,unsafe_allow_html=True) | |
| timeline = cols[3].slider('Select Timeline for Cases', 1990, 2022, (2015,2021)) | |
| cols = Page0.columns([6.5,3.5]) | |
| file_path = "Population.csv" | |
| url = 'https://rja-sanbernardino.s3.us-east-1.amazonaws.com/dashboard/Population.csv?response-content-disposition=inline&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIFmSNoakzC4hQlNV2NcIpccGqt1lJiw7dumO58Kv5HHaAiBCHRkYbyL09%2BOEofcZF%2Bns9A09PO6x%2B0OxiYD2hpoX9SrkAghnEAAaDDg5MTM3NzEzNDQwMCIMZmel5gOdx72MuskSKsECTeZ5%2BcyfkQg%2B%2B3A7JvIv%2BC1gROoz%2FDXmPWbU%2FSAZeVnNm52uZ%2BqIMs%2BwWYZetz3c6yCs4jAoaTtG5m%2BQUFHX0y8bA131w1uOZUPrG8vFPXNHWSgPIc2G%2BZoXdzeipp2WUaTIGlCwyWXDI0XfP9qVjd6Xq4HLnggPA4oSEu1YwgK%2B47jO0XM%2BucrzhxuqSmi6wVGtzHp93KmPFT6jVAyM%2Bl6kb3apdWTa8YHjAzVRSLF7Zz%2Fp%2BMqMHJu4rqCAxFjNHzYu6iNqfLa17QRksNm6ceMouz8Hmv3npsckPC47fZLRmUn1RHdT0lNBOq%2BqiQzrSDxhGIpVUsH9S8rVkSMsGKupUo8Hj18GsuAsTeqtIICu9QrV%2F0yEnkpMbv4YBkbIP06fCLDbvEOFYkR6E8%2BCNduIk2IsaFdCuA%2FrBojQ9DSdMLCbo7MGOrQCUO2zBp8Ayj4ia9p0LjRwbGHDNtKhAQzxdILs%2BTn%2BTREt231CGQ119MkAhv4MeK685Da%2F8VOpav58HESVRdNqcYh%2B3AYuXsCwnC2WHYIpsgz5VssWUvwH%2BvPMwkzzIgXcdwNVBNS4m67c5pcya%2BQIVR3ShsBOv4BiTESmnjwUlxORB%2ByYvdfTz5gkVx3IA97wri%2FEKTH5prAsLR80ue2ayQDYnciX8awXYavJ7ypQa4nXgiyzOoy8ZJ5eA5yDeGiZG9rGkopMkjLVgrZeDfK7LH87Vetx3Jcxrwwwh7NVIvXQ0rnf5nJEweuW7EcgRSEeyB11pMUsSZC3f4NCRFt%2B6FcwqpJsY%2FxJBLgtroXp3XBHcZlH4pmx6hcHqFRAYav6ZSUdjfavsbSA5gaarEscJfaQrdk%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240611T224039Z&X-Amz-SignedHeaders=host&X-Amz-Expires=43200&X-Amz-Credential=ASIA47CRXVNAOF2MQFR4%2F20240611%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=96c7384f7b881f1b201abc0689608231042ce46b076fdf75e2c3e009efc26cb7' | |
| check_and_download_file(file_path, url) | |
| file_path = "Court_appA.csv" | |
| url = 'https://rja-sanbernardino.s3.us-east-1.amazonaws.com/dashboard/Court_appA.csv?response-content-disposition=inline&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIFmSNoakzC4hQlNV2NcIpccGqt1lJiw7dumO58Kv5HHaAiBCHRkYbyL09%2BOEofcZF%2Bns9A09PO6x%2B0OxiYD2hpoX9SrkAghnEAAaDDg5MTM3NzEzNDQwMCIMZmel5gOdx72MuskSKsECTeZ5%2BcyfkQg%2B%2B3A7JvIv%2BC1gROoz%2FDXmPWbU%2FSAZeVnNm52uZ%2BqIMs%2BwWYZetz3c6yCs4jAoaTtG5m%2BQUFHX0y8bA131w1uOZUPrG8vFPXNHWSgPIc2G%2BZoXdzeipp2WUaTIGlCwyWXDI0XfP9qVjd6Xq4HLnggPA4oSEu1YwgK%2B47jO0XM%2BucrzhxuqSmi6wVGtzHp93KmPFT6jVAyM%2Bl6kb3apdWTa8YHjAzVRSLF7Zz%2Fp%2BMqMHJu4rqCAxFjNHzYu6iNqfLa17QRksNm6ceMouz8Hmv3npsckPC47fZLRmUn1RHdT0lNBOq%2BqiQzrSDxhGIpVUsH9S8rVkSMsGKupUo8Hj18GsuAsTeqtIICu9QrV%2F0yEnkpMbv4YBkbIP06fCLDbvEOFYkR6E8%2BCNduIk2IsaFdCuA%2FrBojQ9DSdMLCbo7MGOrQCUO2zBp8Ayj4ia9p0LjRwbGHDNtKhAQzxdILs%2BTn%2BTREt231CGQ119MkAhv4MeK685Da%2F8VOpav58HESVRdNqcYh%2B3AYuXsCwnC2WHYIpsgz5VssWUvwH%2BvPMwkzzIgXcdwNVBNS4m67c5pcya%2BQIVR3ShsBOv4BiTESmnjwUlxORB%2ByYvdfTz5gkVx3IA97wri%2FEKTH5prAsLR80ue2ayQDYnciX8awXYavJ7ypQa4nXgiyzOoy8ZJ5eA5yDeGiZG9rGkopMkjLVgrZeDfK7LH87Vetx3Jcxrwwwh7NVIvXQ0rnf5nJEweuW7EcgRSEeyB11pMUsSZC3f4NCRFt%2B6FcwqpJsY%2FxJBLgtroXp3XBHcZlH4pmx6hcHqFRAYav6ZSUdjfavsbSA5gaarEscJfaQrdk%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240611T225407Z&X-Amz-SignedHeaders=host&X-Amz-Expires=43200&X-Amz-Credential=ASIA47CRXVNAOF2MQFR4%2F20240611%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=5bd3a6b5fd9339bdd1828c445f171d57c1a5c29b6b8505f13386dcc6565013b5' | |
| check_and_download_file(file_path, url) | |
| file_path = "Incarceration_appA.csv" | |
| url = 'https://rja-sanbernardino.s3.us-east-1.amazonaws.com/dashboard/Incarceration_appA.csv?response-content-disposition=inline&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIFmSNoakzC4hQlNV2NcIpccGqt1lJiw7dumO58Kv5HHaAiBCHRkYbyL09%2BOEofcZF%2Bns9A09PO6x%2B0OxiYD2hpoX9SrkAghnEAAaDDg5MTM3NzEzNDQwMCIMZmel5gOdx72MuskSKsECTeZ5%2BcyfkQg%2B%2B3A7JvIv%2BC1gROoz%2FDXmPWbU%2FSAZeVnNm52uZ%2BqIMs%2BwWYZetz3c6yCs4jAoaTtG5m%2BQUFHX0y8bA131w1uOZUPrG8vFPXNHWSgPIc2G%2BZoXdzeipp2WUaTIGlCwyWXDI0XfP9qVjd6Xq4HLnggPA4oSEu1YwgK%2B47jO0XM%2BucrzhxuqSmi6wVGtzHp93KmPFT6jVAyM%2Bl6kb3apdWTa8YHjAzVRSLF7Zz%2Fp%2BMqMHJu4rqCAxFjNHzYu6iNqfLa17QRksNm6ceMouz8Hmv3npsckPC47fZLRmUn1RHdT0lNBOq%2BqiQzrSDxhGIpVUsH9S8rVkSMsGKupUo8Hj18GsuAsTeqtIICu9QrV%2F0yEnkpMbv4YBkbIP06fCLDbvEOFYkR6E8%2BCNduIk2IsaFdCuA%2FrBojQ9DSdMLCbo7MGOrQCUO2zBp8Ayj4ia9p0LjRwbGHDNtKhAQzxdILs%2BTn%2BTREt231CGQ119MkAhv4MeK685Da%2F8VOpav58HESVRdNqcYh%2B3AYuXsCwnC2WHYIpsgz5VssWUvwH%2BvPMwkzzIgXcdwNVBNS4m67c5pcya%2BQIVR3ShsBOv4BiTESmnjwUlxORB%2ByYvdfTz5gkVx3IA97wri%2FEKTH5prAsLR80ue2ayQDYnciX8awXYavJ7ypQa4nXgiyzOoy8ZJ5eA5yDeGiZG9rGkopMkjLVgrZeDfK7LH87Vetx3Jcxrwwwh7NVIvXQ0rnf5nJEweuW7EcgRSEeyB11pMUsSZC3f4NCRFt%2B6FcwqpJsY%2FxJBLgtroXp3XBHcZlH4pmx6hcHqFRAYav6ZSUdjfavsbSA5gaarEscJfaQrdk%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240611T225455Z&X-Amz-SignedHeaders=host&X-Amz-Expires=43200&X-Amz-Credential=ASIA47CRXVNAOF2MQFR4%2F20240611%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=61363e9a187b82e2c6001d849bd9156bca839ba76ea4fdfecbff26c95190fa80' | |
| check_and_download_file(file_path, url) | |
| file_path = "Incarceration_appB.csv" | |
| url = 'https://rja-sanbernardino.s3.us-east-1.amazonaws.com/dashboard/Incarceration_appB.csv?response-content-disposition=inline&X-Amz-Security-Token=IQoJb3JpZ2luX2VjEM%2F%2F%2F%2F%2F%2F%2F%2F%2F%2F%2FwEaCXVzLWVhc3QtMSJGMEQCIFmSNoakzC4hQlNV2NcIpccGqt1lJiw7dumO58Kv5HHaAiBCHRkYbyL09%2BOEofcZF%2Bns9A09PO6x%2B0OxiYD2hpoX9SrkAghnEAAaDDg5MTM3NzEzNDQwMCIMZmel5gOdx72MuskSKsECTeZ5%2BcyfkQg%2B%2B3A7JvIv%2BC1gROoz%2FDXmPWbU%2FSAZeVnNm52uZ%2BqIMs%2BwWYZetz3c6yCs4jAoaTtG5m%2BQUFHX0y8bA131w1uOZUPrG8vFPXNHWSgPIc2G%2BZoXdzeipp2WUaTIGlCwyWXDI0XfP9qVjd6Xq4HLnggPA4oSEu1YwgK%2B47jO0XM%2BucrzhxuqSmi6wVGtzHp93KmPFT6jVAyM%2Bl6kb3apdWTa8YHjAzVRSLF7Zz%2Fp%2BMqMHJu4rqCAxFjNHzYu6iNqfLa17QRksNm6ceMouz8Hmv3npsckPC47fZLRmUn1RHdT0lNBOq%2BqiQzrSDxhGIpVUsH9S8rVkSMsGKupUo8Hj18GsuAsTeqtIICu9QrV%2F0yEnkpMbv4YBkbIP06fCLDbvEOFYkR6E8%2BCNduIk2IsaFdCuA%2FrBojQ9DSdMLCbo7MGOrQCUO2zBp8Ayj4ia9p0LjRwbGHDNtKhAQzxdILs%2BTn%2BTREt231CGQ119MkAhv4MeK685Da%2F8VOpav58HESVRdNqcYh%2B3AYuXsCwnC2WHYIpsgz5VssWUvwH%2BvPMwkzzIgXcdwNVBNS4m67c5pcya%2BQIVR3ShsBOv4BiTESmnjwUlxORB%2ByYvdfTz5gkVx3IA97wri%2FEKTH5prAsLR80ue2ayQDYnciX8awXYavJ7ypQa4nXgiyzOoy8ZJ5eA5yDeGiZG9rGkopMkjLVgrZeDfK7LH87Vetx3Jcxrwwwh7NVIvXQ0rnf5nJEweuW7EcgRSEeyB11pMUsSZC3f4NCRFt%2B6FcwqpJsY%2FxJBLgtroXp3XBHcZlH4pmx6hcHqFRAYav6ZSUdjfavsbSA5gaarEscJfaQrdk%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20240611T225559Z&X-Amz-SignedHeaders=host&X-Amz-Expires=43200&X-Amz-Credential=ASIA47CRXVNAOF2MQFR4%2F20240611%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=90a515117cf5813700d9fd9129bde62adf37de225a6cf4769914b5b6d0ff0b14' | |
| check_and_download_file(file_path, url) | |
| if Race != None: | |
| df1 = pd.read_csv("Court_appA.csv") if Dec == 'Court Data' else pd.read_csv("Incarceration_appA.csv") | |
| df1 = df1[df1['Race'] == Race] | |
| df1 = df1[(df1['year'] >= timeline[0]) & (df1['year'] <= timeline[1])] | |
| df1 = df1[['Charges', 'Race', 'count']].groupby('Charges').agg({'count':'sum'}).reset_index() | |
| df1['count'] = (df1['count'] / (timeline[1] - timeline[0])) if timeline[1] != timeline[0] else df1['count'] | |
| df1 = df1.sort_values('count') | |
| fig = px.bar(pd.DataFrame(df1[-40:]), y='Charges', x='count', orientation='h') | |
| fig.update_traces(marker_color=color[Race]) | |
| else: | |
| df1 = pd.read_csv("Court_appB.csv") if Dec == 'Court Data' else pd.read_csv("Incarceration_appB.csv") | |
| df1 = df1[(df1['year'] >= timeline[0]) & (df1['year'] <= timeline[1])] | |
| df1 = df1[['Charges', 'Race', 'count']].groupby(['Charges','Race']).agg({'count':'sum'}).reset_index() | |
| df1['count'] = (df1['count'] / (timeline[1] - timeline[0])) if timeline[1] != timeline[0] else df1['count'] | |
| df1 = df1.sort_values(['Charges', 'count']) | |
| fig = px.bar(df1, y='Charges', x='count', orientation='h', color_discrete_map=color, color='Race') | |
| fig.update_layout(barmode='stack', yaxis={'categoryorder':'total ascending'}) | |
| if Dec == 'Court Data': | |
| fig.update_layout(width=900, height=900, xaxis = {'side':'top'},title_y=0.99, xaxis_title="Number of Cases Per Year", yaxis_title="Charges") | |
| else: | |
| fig.update_layout(width=900, height=900, xaxis = {'side':'top'},title_y=0.99, xaxis_title="Total Cases", yaxis_title="Charges") | |
| fig.update_layout(legend=dict(yanchor="top", y=0.7, xanchor="left", x=0.6)) | |
| cols[0].plotly_chart(fig, theme=None) | |
| # df = pd.read_excel("California Penal Code .xlsx") | |
| # # dfx = pd.read_csv("Court_appB.csv") | |
| # # df1 = df1[['Charges', 'count']].groupby(['Charges']).agg({'count':'sum'}).reset_index() | |
| # # df1 = df1.sort_values(['Charges', 'count']) | |
| # cols[1].markdown('######') | |
| # cols[1].markdown('####') | |
| # cols[1].dataframe(df, height=760) | |
| # if st.session_state["authentication_status"]: | |
| # st.session_state.auth.logout() | |
| # else: | |
| # switch_page('app') | |