Explore sentiment trends in sexual health discourse using data from the New York Times API and Kaggle, shedding light on societal perceptions and facilitating informed conversations

This R document includes a ML model developed with Naive Bayes classifier, to classify spam or legitimate emails.

How Does a Decision tree work? This R presentation document includes a complete r code for train and test the decision tree model.

Analyzation on Netflix's recommendation system

Created a table in MySQL database containing information about the movie ratings where some fields of rating are empty. The goal of this r code is to create a Global Baseline Estimate and fill the NA values with this estimated value. After completing the task, the data frame is re-exported to MySQL as an updated table.

Sentiment Analysis using 3 different lexicon.

This R document shows a method of scrapping data from websites. In this particular document I have used New York Times API Key to scrap the data from their archive.

This R document includes the analysis made on the job listing dataset aiming to find the most valuable data science skills.

Works of html, xml, and Json file formats.

Data tidying and cleaning job is done on 3 different datasets.

This .rmd file contains basic tidying and cleaning practice performed on purchases.txt log data.

Chess tournament data wrangling task is done using regular expression.

This document comprises solutions to some simple regex and string manipulation questions.

This R markdown file contains r codes that connects to MySQL database in Azure cloud and retrieves a table created in MySQL database.

A brief drug use comparison between two age groups, below 21 and baby boomers' generation that is ag group of 50-64.

The data is taken from the Data on Abortion legalization and sexually transmitted infections. But the work on this document is focused on finding if the number of alcohol consumption unit is related to the sexually transmitted disease like gonorrhea.

Data wrangling ideas