A statistical analysis script in R to perform a One-Way ANOVA Test, which evaluates whether there are statistically significant differences between the means of three or more groups. Ideal for analyzing experimental data and comparing group means in research studies.
A sentiment Analysis Project of mobile banking applications with focus on 10 UK Retail focused Banks using customer reviews on Google Play Store and Apple Store.
Data Analysis and Visualization Of LifeExpectancy based on WHO data. Summarized the data for developed and developing countries. I used histograms and scatter plot to get clear visualization of factors like income, schooling, immunizations. Built a model using linear regression and performed residual diagnostics to check for correctness of the r…
An analytics project using Python, SQL, and visualization to explore IBM HR data on employee attrition, performance, and income. Includes data cleaning, EDA, statistical testing, and predictive modeling (Logistic Regression, Decision Tree) to identify key factors affecting retention and productivity.
Leveraging machine learning techniques to predict the likelihood of heart failure in patients based on a comprehensive dataset of patient information sourced from Kaggle.
This project aims to predict Asthma rates in California using various environmental factors such as the presence of pesticides, toxic releases, pollution burden score, PM2.5, traffic, and ozone levels.
This project involves analysing a dataset, estimate parameters in an empirical relationship and make inferences based on model diagnostics using R programming language.
Statistics, Data science diff. concept Visualization thro' programming and libraries.
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