I started my website in 2018. However, for 3 years, I have had very little posts for reasons. The most reason is numerous things I supposed to do. It made my procrastination longer until I realized that I have to restructure those things into one frame. I drew a process which I mostly work with different projects.

Under the flowchart you could click on the colored blocks to redirect to my detailed outlines inluding my blog posts (tutorials, past experiences, sharing resources) for your interest. Or you can go direct to my outline under the flowchart
Part 1: Data Collection
1.1 Find Data Resources
1.1.1 Scraping Data
1.1.2 Scraping data from text to tabular format
1.1.3 My key notes for data resources in different subjects
1.2 Design method
1.2.1 Learning from expert: Prof. Richard McElreath – Statistical Rethinking Lecture Series – my key notes
1.2.2 Applying data management to project management
Part 2: Data Wrangling & Processing
2.1 Compile multiple datasets – a concept of pivoting from wide to long
2.2 Identify data issues
2.2.1 Using pre-analysis techniques to identify issues
2.2.2 How to deal with data issues
Part3: Data Analytics & Modelling
3.1 Create Dashboard, or Data Visualization – Some applications (R, Tableau)
3.2 My key notes for Statistical Learning