This is a content page of my data science projects. Purpose is to present my skill in Data Science, Python and SQL. I am looking for career in data science. If I am the right candidate you are looking for, please contact me. You may also contact me to further understand what I have.
This is my EDA on credit card default. Analyze by using Data Science OSEMN framework.
I build this ETL tool by using Python. This ETL tool goes through the process below.
Project link: https://scyap.github.io/ETL_card_default/
This is an analysis on Human Resource dataset. Accounts department have the highest dissatisfaction, and lead to high attrition rate. Result from analysis, number of project assigned per year, is affecting satisfaction level, and the attrition rate.
SQL query functions used include:
Stacked charts are visualized using Redash.
First step of my News Article Analysis, I build a web scraping tool with Python. It enables me to download more than 200 news article in minutes. Depends on topic that I'm interested, I can specify Keyword and Pages of result to scrap from Google News. Process goes as below.
Project link: https://scyap.github.io/NewsArticleAnalysis_WebScraping/
As previously I have save 200+ articles into JSON file, now I can start my News Article Analysis with Natural Language Processing (NLP).
Project link: https://scyap.github.io/NewsArticleAnalysis_NLP/
This time, I’m applying Sentiment Analysis on News Article. Analysis goes through as below.
This is a Python program built to automated weekly summary report.