scatterplot-matrix

Visual binary analysis tool with byte-pair scatterplots, trigram plots, and hex inspection.

Introduction to Multivariate Data Visualization

This is a group project for MTH416A: Regression Analysis at IIT Kanpur

Dimension Reduction Techniques

Statistical Modelling and Data Visualization of a Climate Change Dataset (January 1984 to December 2008 ) Sourced from Kaggle

R Shiny App to determine the factors that are most influential in patients’ survival of CHD. I created a Logistic Regression model in R using RStudio to predict the survival of CHD patients. Retrieved the data from the PHIS database using SQL & built tableau dashboards. The model predicted the survival of CHD with an AUC of over .90 and indicate…

Performing common visual data analytic tasks using Python and D3.js.

Interactive Data Visualization Coursework (SS-2020).

This article demonstrates how to create a .NET MAUI scatter chart to display the dimensions and weights of balls used in various sports. Balls vary significantly across sports, each having unique sizes and weights, which can be effectively visualized using this chart.

LaTeX (Beamer) source for the presentation 'Scatterplot Matrices of the Geomorphic Structure of the Mariana Trench at Four Tectonic Plates (Pacific, Philippine, Mariana and Caroline): A Geostatistical Analysis by R' (Lemenkova), talk given 2019-02-01 at the 51st Tectonics Meeting, Lomonosov Moscow State University / Institute of Geology RAS.

R scripts for scatterplot-matrix (SPLOM) and correlogram geostatistical analysis of geomorphic factors: car::scatterplotMatrix grouped by tectonic plate with regression overlays, GGally ggpairs pairs plots, and ggcorr Pearson/Spearman/Kendall correlograms. Mariana Trench; Lemenkova (2019), 51st Tectonics Meeting, Moscow.

Reusable scatterplot matrix with d3

Using a dataset of the Top Spotify Songs of 2023, I create a stacked bar chart, clustered bar chart, and pair plots to utilizing a Spotify Top Songs of 2023 dataset, I explore the attributes of energy, danceability, valence, liveliness, acousticness, and speechiness and its relation for the balance of a hit song.

New version of the Lheuristic package that uses `MultiAssayExperiment`class to manage expression and methylation data