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A glimpse into the 2020 StackOverflow survey

Each year StackOverflow surveys a portion of developers on several kinds of data. Developers are queried on how they learn, the tools and technologies they use and would like to learn how to use, their age, coding experience, sexuality, gender and many more.

As part of the Zero to Pandas course hosted by Jovian.ml, we will use data taken from this survey to extract knowledge and glean answers on how several variables depend on each other.

Like for example the level of job satisfaction depending on gender, sexuality and work hours, the correlation between organization size and things like quality of onboarding, overtime and income and the portion of developers acquiring an advanced degree depending on their major.

We will be using pandas to manipulate our data and matplotlib to visualize relationships between variables.

We begin by setting a project name, installing jovian on our python environment and making our first commit.

project_name = "zerotopandas-course-project"
# !pip install jovian --upgrade -q
import jovian