app.py

import streamlit as st
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np
from pylab import matplotlib
from matplotlib import font_manager


st.title(":flag-tw: 家庭收支調查")
st.header(':grey[縣市每人平均月消費]', divider='rainbow')
st.markdown('[*資料來源：行政院主計總處家庭收支調查*](https://www.stat.gov.tw/cp.aspx?n=3914)')


cost = pd.read_csv('./dataset/cost.csv', encoding='utf-8')

if 'clicked' not in st.session_state:
    st.session_state.clicked = False

def click_button():
    st.session_state.clicked = True

st.sidebar.subheader('調整參數：')
city = st.sidebar.multiselect('選擇想要顯示的**縣市**...', cost.columns, default=["年別", "新北市", "臺北市", "桃園市", "臺中市", "臺南市", "高雄市"])
year_range = st.sidebar.slider('選擇想要顯示的**年份**...', cost['年別'].unique()[0], cost['年別'].unique()[-1], (109, 111), step=1)
year = [i for i in range(year_range[0], year_range[1]+1, 1)]



st.button('點擊顯示圖表', on_click=click_button)

if st.session_state.clicked:
    st.subheader(f'表1：民國 {year_range[0]} 至 {year_range[1]} 年', divider='grey')
    cost_select = cost[cost["年別"].isin(year)][city]
    st.write(cost_select)
    st.divider()
    
    # setup fonts for display mandarin characters
    font_file = "./fonts/jf-openhuninn-2.0.ttf"  # The path to the custom font file.
    font_manager.fontManager.addfont(font_file)
    matplotlib.rcParams['font.family'] = ['jf-openhuninn-2.0', 'sans-serif']
    
    
    col1, col2 = st.columns(2)
    # 長條圖
    with col1:
        st.pyplot(cost_select.plot(x='年別', kind='bar',title='長條圖').legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    
    # 堆疊長條圖
    with col2:
        st.pyplot(cost_select.plot(x='年別', kind='bar',title='堆疊長條圖', stacked=True).legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    st.divider()
    
    col1, col2 = st.columns(2)
    # 面積圖
    with col1:
        st.pyplot(cost_select.plot(x='年別', kind='area',title='面積圖', stacked=False).legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    
    # 堆疊長條圖
    with col2:
        st.pyplot(cost_select.plot(x='年別', kind='area',title='堆疊面積圖', stacked=True).legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    st.divider()
    
    col1, col2 = st.columns(2)
    # 折線圖
    with col1:
        st.pyplot(cost_select.plot(x='年別', kind='line',title='折線圖').legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    
    # 折線圖，變換線條形式
    with col2:
        st.pyplot(cost_select.plot(x='年別', kind='line',title='折線圖-o', style='-o').legend(bbox_to_anchor=(1.0, 1.0), fontsize='small').figure)
    st.divider()

    st.session_state.clicked = False