What Changed from 2021 to 2022 in ML and DS? — Kaggle Survey

This blog explains what changes are there in Data Science and Machine Learning with respect to Kaggle Survey 2022 especially considering the gender “woman”.

Photo by Lukas: https://www.pexels.com/photo/close-up-photo-of-survey-spreadsheet-590022/

Since 2017 each year Kaggle has conducted an industry-wide survey that presents a truly comprehensive view of the state of data science and machine learning. This blog explains what changed from 2021 to 2022 in Machine Learning and Data Science. In one year there is only a 3.2% increase in women participants in the survey. Insights are taken from my Kaggle notebook and my Tableau Dashboard.

Overview of Countries and Survey takers in 2021 and 2022.

https://www.kaggle.com/sandhyakrishnan02/what-changed-from-2021-to-2022-in-ml-and-ds

Country Wise Analysis

India and US Remain as the Top two Countries in the Contribution of the Kaggle Survey, with an increase of 8.02% and 1.97% respectively. The rise in woman contributors in the former is 2.7% and later is 0.89%

https://public.tableau.com/app/profile/sandhya.krishnan8275/viz/KaggleSurvey2022/KaggleSurvey2022