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analysis of stackoverflow developer survey // logistic regression

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StackOverflow developer survey analysis

project 1: will people born today will have a better life than their parents?

Task: examine the relationship between belief in whether youth will have better life than their parents and several variables (no more than 4) using logistic regression.

Do developers think that people born today will have a better life than their parents?

Data: StackOverflow Developer Survey 2019

The following variables were chosen as predictors:

  • Region
  • BlockchainIs
  • Gender
  • Age

Methods:

  • model: logistic regression

Results:

  • developers who consider blockchain useful have more optimistic thoughts compared to those with negative attitude
  • region matters as well: most regions had higher odds of belief in better life compared to developers in Northern America
  • gender and age: females and non-binary are more suspicious about the future, as well as people with higher age.

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