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SELECTED DATASET

The dataset is taken from the Stack Overflow Developer Survey in 2019 (at https://www.kaggle.com/mchirico/stack-overflow-developer-survey-results-2019), with 88,883 respondents in total. Each row represents one respondent, containing 85 different columns representing the survey responses. Below is the quick summary about the data provided and their attributes, categorized by each of our 3 main objectives as mentioned above.

	Data Attributes	Data Provided
Background	Likert	Extent of considering oneself as a stack overflow member
	Numerical, Discrete	Age
	Categorical	Gender, Ethnicity, Profession, Education, Frequency and Purpose of using StackOverflow
	Binary	Coding for hobby, Have dependents
Job prospects	Likert	Job satisfaction, Job competence
	Numerical, Continuous	Salary
	Numerical, Discrete	Hours worked a week, hours spent on code review
	Categorical	Work structure, work challenges, working remotely, code review
Skills	Categorical	Language, database, platform and web framework worked with, Developer tools used, Operating system

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