descriptive-statistics

Learning Statistics is one of the most Important step to get into the World of Data Science and Machine Learning. Statistics helps us to know data in a much better way and explains the behavior of the data based upon certain factors. It has many Elements which help us to understand the data better that includes Probability, Distributions, Descri…

data-science statistics probability python3 statistical-analysis ab-testing inferential-statistics jupyter-notebooks descriptive-statistics normal-distribution binomial-distribution comparative-statistics

UpdatedNov 3, 2023
Jupyter Notebook

weijie-chen /Basic-Statistics-With-Python

Star131

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

data-science probability mathematics econometrics parameter-estimation hypothesis-testing descriptive-statistics frequentist-statistics anova-analysis

UpdatedJun 9, 2024
Jupyter Notebook

DanChaltiel /crosstable

Star117

Easy and thorough description of datasets

r rstats html-report descriptive-statistics msword frequency-table flextable officer

UpdatedFeb 17, 2026
R

chrisluedtke /data-science-journal

Star77

Personal repository of data science demonstrations and references

python machine-learning linear-algebra regression datascience predictive-modeling descriptive-statistics

UpdatedDec 8, 2022
Jupyter Notebook

nursnaaz /25DaysInMachineLearning

Star58

I will update this repository to learn Machine learning with python with statistics content and materials

python data-science machine-learning statistics random-forest numpy linear-regression machine-learning-algorithms python3 logistic-regression machinelearning modelling data-preprocessing practise decision-tree descriptive-statistics bias covariance bagging machinelearning-python

UpdatedNov 22, 2020
Jupyter Notebook

TysonStanley /furniture

Star51

The furniture R package contains table1 for publication-ready simple and stratified descriptive statistics, tableC for publication-ready correlation matrixes, and other tables #rstats

cran exploratory-data-analysis tidyverse health tidy descriptive-statistics tables table-one table1

UpdatedJan 18, 2026
R

kaishengteh /Data-Analyst-Nanodegree

Star46

Kai Sheng Teh - Udacity Data Analyst Nanodegree

python json machine-learning udacity r statistics numpy sklearn pandas data-visualization data-analysis data-wrangling tableau descriptive-statistics data-analyst-nanodegree

UpdatedJun 8, 2018
HTML

glevv /obscure_stats

Star43

A small collection of lesser-known statistical measures

python data-science statistics math numpy statistical-analysis data-analytics scipy data-analysis mathematical-statistics mathematical-functions descriptive-statistics robust-statistics

UpdatedFeb 20, 2026
Python

Chandrakant817 /Statistics-for-Data-Science

Star43

Statistics for Data Science and Machine Learning Handwritten Notes

data-science machine-learning inferential-statistics descriptive-statistics staticstics

UpdatedJul 26, 2023

isubirana /compareGroups

Star41

R package to easily build publication-ready univariate or bivariate descriptive tables from a data set.

table plot report descriptive-statistics comparegroups

UpdatedJan 7, 2026
HTML

rsquaredacademy /descriptr

Star34

Generate descriptive statistics

eda rstats descriptive-statistics summary-statistics

UpdatedNov 8, 2024
R

john-m-burleson /NHANES-R-Programming

Star28

This repository should help people that would like to code in R and work with the National Health and Nutrition Examination Survey (NHANES). Some topics corved are SQL , logistic regression.... etc