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EDA on 2022 Kaggle Machine Learning & Data Science Survey

Exploratory data analysis on Kaggle 2022 survey. The objective is to understand different job families in data science, age groups of data professionals, gender differences, tools and technologies used, etc. I was job hunting while doing this analysis. So I aimed to get an idea about the tools and technologies used, types of companies, etc. …

EDA on 2020 Kaggle Machine Learning & Data Science Survey

Exploratory data analysis to find out which countries spent more time on the Kaggle survey. Data Collection and Preprocessing Data Source Survey data published by Kaggle in 2020. Exploratory Data Analysis (EDA) Created a data frame with data we need (Time duration in seconds and Countries). Converted the time into hours. Created a bar plot …

EDA on Cardamom Price Data

Cardamom is one of the most ancient and valuable spice crops of India. cardamom is a native of evergreen forests of South India, growing wild in the western Ghats between 2500 and 5000 ft. I grew up in the hill stations of Kerala, the biggest producer of Cardamom in India. This was my humble attempt …

EDA on COVID-19 data from Johns Hopkins

This is an exploratory data analysis on COVID-19 data published by Johns Hopkins. The objective was to understand the total confirmed cases and infection rate among different countries. (Maximum infection rate shows the spread better than total confirmed cases considering the variation in population.) Data Collection and Preprocessing Data Source: Data is available on Kaggle. …