We'll analyze the StackOverflow developer survey dataset. The dataset contains responses to an annual survey conducted by StackOverflow. You can find the raw data & official analysis here: https://insights.stackoverflow.com/survey.
The data is based on survey responded by the visitors of stackoverflow platform. It asks around 60 question related to experience, demogrphy, location, programming language etc.
Downloading the dataset.
We can use the
urlretrievefunction from the
urllib.requestto download CSV files from a raw URL.
But here we'll use the
opendatasetshelper library to download the files.
opendatetswe have to install it.
!pip install opendatasets --upgrade --q
import opendatasets as od
Using downloaded and verified file: ./stackoverflow-developer-survey-2020/survey_results_public.csv
Using downloaded and verified file: ./stackoverflow-developer-survey-2020/survey_results_schema.csv
Using downloaded and verified file: ./stackoverflow-developer-survey-2020/README.txt