Innovation Skills Workshops 系列工作坊 3: Visualizing and Publishing Your Data in Python (2018年 10月 5-12日)

Workshop 3: Visualizing and Publishing Your Data in Python (9 hrs)

Part 1

1. Review of basic HTML/CSS components for data scraping 
2. Review Python list and function
3. Review of data scraping with Python Beautiful Soup
4. Use of Python Pandas data frame for data presentation and CSV file storage 
5. Introduction to scrapping tool for non-programmer

日期及時間: 2018年10月5日 (星期五) 晚上6時30分至9時30分

Part 2

1. Use of Python Pandas for data cleaning and transformation
2. Connect Jupyter Notebook to Google sheet
3. Storing/Retrieving data in Google sheet from Jupyter Notebook
4. Simple data aggregation and statistical analysis in Python and Google Sheet   
5. Introduction to data cleaning and transformation tool for non-programmer

日期及時間: 2018年10月9日 (星期二) 晚上6時30分至9時30分

Part 3

1. Use of Python Matplotlib for data exploration and visualisation
2. Export graphs as png files for embedding in web page 
3. Overview of data visualisation using JavaScript libraries   
4. Non-programmer tools for web publishing (Github Desktop, Pingendo, and Google Site)  
5. Introduction to data visualisation tool for non-programmer

日期及時間: 2018年10月12日 (星期五) 晚上6時30分至9時30分