Process and product of various data science tasks— from data collection, data preparation, data visualization, to basic statistical analysis and modelling. Datasets for practice available.

Selected as Top 100 Data Science Resources for 2018/2019


July 31, 2020

The following information for over 5000 job opening listed on a government portal for virtual career fairs was scraped: title, company, date opening posted, job level, contract type, location, salary, job description, requirements, closing date for application, and url...

July 8, 2020

With current deep learning algorithms, we can create a new (averaged) face based on photos of multiple faces and this can be done easily. I decided to try this out on the candidates of the various parties running for the General Election in Singapore.   


October 9, 2018

In addition to BeautifulSoup, selenium is a very useful package for webscraping when it involves repeated user interaction with the website (eg. to click to select options from certain dropdown list and submit) to generate a desired output/ result of interest. Selenium...

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