Python and Streamlit - Sale Dashboard

RWEPA | Python + Streamlit - 銷售儀表板

🌸YouTube  (包括中文字幕)：https://youtu.be/QmvlYHspvns

🌸【謝謝訂閱、按讚、分享與開啟小鈴鐺💡】

銷售儀表板 App 執行畫面:

Outline:

1.App構思 (App Idea)

2.App示範 (App Demo)

3.程式碼解說(Coding: VSCode + Python + Streamlit)

4.佈署與結論 (Deployment and Conclusion)

🌸Streamlit App 示範:

• https://rwepa-sales-dashboard.streamlit.app/
  

🌸Streamlit 程式碼下載:

• https://github.com/rwepa/streamlit-sales-dashboard
  

🌸PDF: 

• https://github.com/rwepa/streamlit-sales-dashboard/blob/main/st_sales_dashboard.pdf
  

🌸進階參考文章:

• Python - streamlit dashboard:
  https://rwepa.blogspot.com/2023/01/python-streamlit-dashboard.html

• Visualization Climbing Routes with Python and Streamlit:
  https://rwepa.blogspot.com/2023/08/visualization-climbing-routes-with.html
• SQL實作班 [2025/05/10 (六) 9:30-16:30]: https://erp.mgt.ncu.edu.tw/sql-practical-course/
• Streamlit互動式資料應用班
  https://erp.mgt.ncu.edu.tw/streamlit-application-course/
• Streamlit 命名由來 ~ streamlet ...
  https://discuss.streamlit.io/t/why-is-streamlit-called-streamlit/339
  

# open data

# sales

# python

# streamlit

# plotly

Python - AQI Application

RWEPA | Python AQI 空氣品質指標資料分析

🌸YouTube  (包括中文字幕)：https://youtu.be/0UJbhVWDuI4

🌸【謝謝訂閱、按讚、分享與開啟小鈴鐺💡】

AQI Application 執行畫面:

Outline:

1.商業理解

2.資料理解

    2.1 模組與資料匯入

    2.2 資料摘要

    2.3 探索性資料分析(Exploratory Data Analysis, EDA)

    2.4 資料視覺化

3.資料準備

4.建立模型

5.模型評估與測試

6.佈署應用與結論

參考文獻

🌸Jupyter notebook下載:

• https://github.com/rwepa/python_data_scientist/blob/main/tutorial_air_quality_index/tutorial_air_quality_index.ipynb

🌸進階參考文章:

• Python - streamlit dashboard:
  https://rwepa.blogspot.com/2023/01/python-streamlit-dashboard.html

• Visualization Climbing Routes with Python and Streamlit:
  https://rwepa.blogspot.com/2023/08/visualization-climbing-routes-with.html
• Streamlit互動式資料應用班
  https://erp.mgt.ncu.edu.tw/streamlit-application-course/

# open data

# aqi

# python

# sklearn

# kmeans clustering

# folium

# streamlit