These projects focus on data analysis (data cleaning, data proprocessing, exploratory data analysis, data visualization, etc.) with python.
Working in progress on polishing the projects.

US Newborn Name Analysis

Click here to review the codes

Click here to review the blog post of the project

Tasks of the project:

1. Intergrate all the dataset first.
2. Calculate the yearly trend of some specific name.
3. Calculate the rank of some specific name.
4. Calculate the most popular name of each year, show the names in use that have been increased or decreased the most.
5. Analyze the trend of names: vowel, diversity, length, the change of spell, first and last letter, etc.
6. Analyze the external factors of name choose: biblical names, famous people, demographic change, etc.