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Projects in Awesome Lists tagged with descriptive-statistics

A curated list of projects in awesome lists tagged with descriptive-statistics .

https://github.com/kaz-yos/tableone

R package to create "Table 1", description of baseline characteristics with or without propensity score weighting

baseline-characteristics cran descriptive-statistics r statistics

Last synced: 04 Apr 2025

https://github.com/mayoverse/arsenal

An Arsenal of 'R' Functions for Large-Scale Statistical Summaries

baseline-characteristics cran descriptive-statistics modeling paired-comparisons r r-package reporting statistics tableone

Last synced: 22 Oct 2025

https://github.com/weijie-chen/basic-statistics-with-python

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.

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

Last synced: 14 Aug 2025

https://github.com/TysonStanley/furniture

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

Last synced: 13 Jul 2025

https://github.com/tysonstanley/furniture

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

Last synced: 22 Mar 2025

https://github.com/isubirana/comparegroups

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

comparegroups descriptive-statistics plot report table

Last synced: 20 Feb 2026

https://github.com/isubirana/compareGroups

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

comparegroups descriptive-statistics plot report table

Last synced: 15 Mar 2025

https://github.com/autonomio/astetik

Astetik takes away the pain from telling visual stories with data on Python

data-science descriptive-statistics jupyter matplotlib pandas seaborn visualization

Last synced: 29 Jun 2025

https://github.com/lbarasti/statistics

A Crystal shard to perform descriptive statistics and sampling on popular distributions

descriptive-statistics distributions random-number-generators statistical-analysis statistics

Last synced: 07 May 2025

https://github.com/brad-cannell/freqtables

Quickly make tables of descriptive statistics (i.e., counts, percentages, confidence intervals) for categorical variables. This package is designed to work in a tidyverse pipeline, and consideration has been given to get results from R to Microsoft Word ® with minimal pain.

categorical-data data-analysis descriptive-statistics epidemiology r

Last synced: 04 Jul 2025

https://github.com/pusewicz/descriptive_statistics

Descriptive Statistics for Elixir

descriptive-statistics elixir erlang statistics

Last synced: 10 Apr 2025

https://github.com/lwjohnst86/carpenter

Easily make descriptive statistics tables

characteristic-tables cran descriptive-statistics r rstats science table tables

Last synced: 22 Oct 2025

https://github.com/alandefreitas/scistats

High-Performance Descriptive Statistics and Hypothesis Tests in C++20

bayesian-statistics data-analysis descriptive-statistics hypothesis-testing performance-statistics statistics

Last synced: 11 Apr 2025

https://github.com/ggeop/myopia-study

Descriptive analysis about Myopia.

descriptive-statistics lasso predictive-analysis r

Last synced: 17 Jul 2025

https://github.com/dimitriskatos/bank_exited_prediction

Prediction the exited in bank using Artificial Neural Network and Random Forest Classifier.

artificial-neural-networks descriptive-statistics random-forest-classifier

Last synced: 06 Apr 2025

https://github.com/egusahiroaki/statsmodels-js

JavaScript Statistical Libraries

descriptive-statistics javascript math statistic

Last synced: 28 Jan 2026

https://github.com/sureshbeekhani/statistics-for-data-science-learining

This repository is dedicated to providing a comprehensive learning path for mastering statistics in the field of data science

conditional-probability descriptive descriptive-statistics inferential probability-distributions statistics

Last synced: 28 Mar 2025

https://github.com/nabilshadman/r-data-analysis

A modular R framework for data analysis, with emphasis on data processing and reproducible workflows.

data-analysis data-cleaning data-manipulation data-science descriptive-statistics programming r r-studio statistical-analysis statistical-computing t-test

Last synced: 04 Apr 2025

https://github.com/brayvid/space-debris-eda

Flatiron School Data Science Bootcamp Phase 1 Project.

data-science descriptive-statistics earth-orbit eda kaggle

Last synced: 17 May 2026

https://github.com/giberti/array-functions

Functions for computing descriptive statistics about numeric data sets.

descriptive-statistics php7 php8 statistics

Last synced: 27 Jun 2025

https://github.com/zuzann18/clinical-data-processing

R scripts to process clinical trial data using the CDISC SDTM and ADaM standards. It automates the transformation of raw clinical data into structured SDTM datasets (e.g., DM, AE, VS domains) and analysis-ready ADaM datasets (ADSL, ADAE, ADVS). The project includes statistical summaries, descriptive analytics, and viz

adam descriptive-statistics r regression-analysis sdtm

Last synced: 10 Aug 2025

https://github.com/vigneshss-07/complete-atoz-statistics

This repo contains various Statistics techniques like descriptive_Statistics including Central tendency, CLT, Z_Score and inferential statistics etc..

ab-testing central-limit-theorem descriptive-statistics inferential-statistics statistics t-tests z-test

Last synced: 03 Sep 2025

https://github.com/newking9088/real_estate_cost_estimation_and_property_recommendation

We've developed an intelligent real estate recommendation engine that achieves 95% accuracy in price predictions while personalizing property suggestions to individual preferences. By implementing the KNN algorithm, our system analyzes thousands of historical transactions to determine recommendation properties

automated-machine-learning descriptive-analysis descriptive-statistics mlops-workflow predictive-modeling recommender-system

Last synced: 21 Apr 2025

https://github.com/brunomontezano/gender-and-mental-health

🏫 Statistical analysis for abstract submitted to the "Salão Universitário 2021" of the Catholic University of Pelotas by the graduate student Maria Fernanda Nieves.

descriptive-statistics gender ggplot2 mental-disorder mental-health odds-ratio prevalence

Last synced: 12 Apr 2026

https://github.com/dhrupad17/statistics-and-probability-for-data-science

This is a repository containing the notes on statistics and probability for Data Science from basics to Advance

descriptive-statistics probability-density-function probability-distribution statistics-for-data-science

Last synced: 19 Mar 2026

https://github.com/ayushi-gajendra/spotify-audio-dna-descriptive-analysis

Strategic data analysis using descriptive statistics to identify popularity patterns in Spotify tracks. Features data-driven insights for playlist curation.

central-tendency correlation-analysis data-analytics-project descriptive-statistics excel google-sheets market-analysis skewness spotify variability-analysis visualization

Last synced: 05 Jun 2026

https://github.com/addleonel/statistics

Descriptive Statistics Notes

descriptive-statistics pandas-python python

Last synced: 04 May 2026

https://github.com/zoekelepiri/winedataprediction

A machine learning application in wine quality prediction

data descriptive-statistics machine-learning-algorithms

Last synced: 05 Jan 2026

https://github.com/yrohitha/eda-bio-diversity

Use Descriptive statistics and statistical inference to help ensure the survival of at-risk species

data-visualisation descriptive-statistics statistical-inference storyboarding

Last synced: 13 Mar 2025

https://github.com/venkat-a/goodbelly-marketing-analytics-project

Marketing strategies on the sales volume and average retail price (ARP) of Good Belly products. Using a dataset encompassing sales, promotions, and demographic information across multiple regions, this project employs causal analysis and multiple linear regression to provide insights into the effectiveness of marketing activities.

casual-inference descriptive-statistics exploratory-data-analysis logistic-regression managerial-economics metric-analysis model-evaluation-and-tuning rprogramming statistical-analysis

Last synced: 19 Mar 2026

https://github.com/mchenryspagg/investigate_a_dataset

This is a data analysis project that demonstrates the student's ability to use python data analysis libraries such as pandas, numpy and pyplot in matplotlib to investigate a dataset and answer specific questions from the dataset, thus demonstrating skills in data cleaning, data wrangling, and exploratory data analysis.

data-analysis datetime descriptive-analysis descriptive-statistics exploratory-data-analysis numpy pandas pyplot python visualization

Last synced: 04 May 2026

https://github.com/gregoritsch3/exercise_pandas_1

A Pandas exercise demonstrating the loading, cleaning and reorganization of data in .xlsx or .csv files, descriptive statistics, data visualization, statistical approximation of data with the normal distribution, etc.). Libraries include Pandas, NumPy, Scipy, SymPy, MatplotLib,

data-cleaning data-visualization descriptive-statistics matplotlib numpy pandas scipy sympy

Last synced: 12 Apr 2026

https://github.com/ninpnin/uniquewords-rs

Count the word frequencies in a text file

descriptive-statistics nlp preprocessing

Last synced: 14 May 2026

https://github.com/razamehar/statistical-analysis-on-the-boston-housing-data

R-based statistical analysis of Boston Housing Data. Explored feature scales, computed descriptive stats, visualized data, and identified outliers (e.g., higher crime rates in specific areas). Examined variable relationships, calculated correlation coefficients, and presented findings via cross-classifications.

boston-housing-dataset correlation-analysis cross-classification descriptive-statistics frequency-distribution outliers-detection r-programming statistical-analysis

Last synced: 02 Feb 2026

https://github.com/controldata23/shopping-data-from-istanbul

This analysis is an EDA done on Istanbul Shopping dataset from kaggle.

data-analysis-python data-cleaning data-exploration descriptive-statistics eda jupyter-notebook

Last synced: 16 Feb 2026

https://github.com/camara94/analyseexploratoireopc

L'analyse des données (aussi appelée analyse exploratoire des données ou AED) est une famille de méthodes statistiques dont les principales caractéristiques sont d'être multidimensionnelles et descriptives.

analyse-data descriptive-analysis descriptive-statistics

Last synced: 09 Apr 2025

https://github.com/syedzaheerabbas/aerofit-descriptive_analysis

Analyzed customer profiles for Aerofit treadmills to enhance product recommendations. The project includes visualizations and probability calculations to understand how customer demographics impact treadmill purchases.

data-visualization descriptive-statistics eda insights probability-analysis python

Last synced: 28 Apr 2026

https://github.com/akansharajput280799/covid19-impact-analysis-usa

Data Analysis and Predictive Modeling to study COVID-19 impact across age groups, regions, and seasons in the USA.

classification-algorithm clustering-algorithm data-preprocessing data-visualization descriptive-statistics exploratory-data-analysis matplotlib numpy pandas seaborn

Last synced: 13 Apr 2026

https://github.com/kivanc57/feature_comparison

This project explores the relationship between features and diagnosis in cancer data. Using methods like boxplots, scatterplots, PCA, k-means clustering, and logistic regression, we analyze and visualize data to understand health indicators.

boxplot clustering correlation data-science data-visualization descriptive-statistics explanatory-data-analysis pearson-correlation r scatter-plot spearman

Last synced: 06 Jun 2026

https://github.com/alexriss/sars-cov-2-analysis

Coronavirus visualization: relative daily changes, case fatality rates, etc.

coronavirus descriptive-statistics sars-cov-2 visualization

Last synced: 08 Jan 2026

https://github.com/aninditaws/questionnaire-exploratory-data-analysis

A comprehensive EDA project for analyzing questionnaire results. Includes data cleaning, descriptive statistics, and visualizations to identify trends and patterns in survey responses.

data-cleaning-and-preprocessing descriptive-statistics exploratory-data-analysis jupyter-notebook probability-and-statistics

Last synced: 26 Mar 2025

https://github.com/ndomah1/learning-probability-and-statistics

This repo is a comprehensive learning resource that covers fundamental to advanced topics in probability and statistics, including probability theory, descriptive and inferential statistics, probability distributions, regression analysis, and data exploration techniques.

correlation-analysis data-analysis descriptive-statistics exploratory-data-analysis hypothesis-testing inferential-statistics probability regression statistics

Last synced: 18 Jan 2026

https://github.com/venkat-a/python-eda-exploratory-data-analysis-

This project focuses on conducting exploratory data analysis (EDA) using Python. Utilizing powerful libraries such as Pandas for data manipulation and Plotly for interactive visualization, the project aims to uncover insights from datasets through comprehensive analysis and visualization techniques.

descriptive-statistics matplotlib numpy pandas seaborn statistical-analysis visualization

Last synced: 07 May 2026

https://github.com/mituskillologies/ds-maths-pgddsai-coep

The program of subject "Mathematics for Data Science", course PGDDSAI at COEP. Conducted by Tushar B. Kute. May-June 2024.

data-science descriptive-statistics inferential-statistics linear-algebra linear-regression mathematics matrix probability statistics vectors

Last synced: 09 Jun 2026

https://github.com/akansharajput280799/data-driven-insights-into-job-satisfaction-and-compensation-trends

This project analyzes 2020 employee data to identify factors influencing job satisfaction, performance, and salary differences, offering insights for improving engagement and workplace strategies.

cluster-analysis colab-notebook data-cleaning descriptive-statistics factor-analysis hypothesis-testing jupyter-notebook matplotlib python scikit-learn seaborn t-test visualization

Last synced: 18 Apr 2026

https://github.com/niranjanrao07/data-220-assignments

This repository contains assignments for DATA 220, covering topics such as probability, statistics, linear algebra, and optimization, with a focus on implementing these methods programmatically.

descriptive-statistics gradient-descent inferential-statistics linear-algebra regression

Last synced: 22 Jul 2025

https://github.com/anushkundu/crime-pattern-analysis

Analyzing Crime Patterns in Montgomery County, USA: An Inclusive Study Based on NIBRS Data (2016-2022)

data-analysis data-visualization descriptive-statistics matplotlib numpy pandas python seaborn

Last synced: 05 May 2026

https://github.com/kunalpisolkar24/dsbda_lab

Collection of practical codes for Savitribai Phule Pune University's Data Science and Big Data Analytics Laboratory (310256).

data-analytics data-preprocessing data-science data-wrangling descriptive-statistics linear-regression logistic-regression mapreduce scala scikit-learn sppu-computer-engineering tf-idf

Last synced: 05 May 2026

https://github.com/msanvarov/math-with-python

A collection of math and stats code examples with Python

algebra descriptive-statistics machine-learning math python stats

Last synced: 26 Feb 2026

https://github.com/cuadernin/dispositivos_analisis

Breve análisis de un conjunto de datos sobre dispositivos móviles

data-analysis data-science data-visualization descriptive-statistics jupyter-notebook python-3 seaborn

Last synced: 18 Apr 2026

https://github.com/haloapping/tissue-paseo

Catatan masa lalu, ketika belajar mengenai dasar-dasar statistika deskriptif.

descriptive-statistics jupyter-notebook python3 statistics

Last synced: 08 May 2026

https://github.com/danielbatres/descriptive-statistics

This project is to learn about descriptive statistics applied to data science.

data-science descriptive-statistics jupyter-notebook python statistics

Last synced: 24 Apr 2026

https://github.com/chetanmalviya513/assembly-election-analysis-data-insights-engagement

Scraped and analyzed real-time election data to build interactive dashboards showcasing seat trends, vote share distribution, and postal ballot stats. The analysis uncovered insights on voting patterns, winning margins, and candidate forfeitures. Visual storytelling and timely data updates helped the project gain strong engagement on social media.

assembly data-visualization dataanalytics descriptive-statistics election-analysis election-data msexcel news tableau-dashboards webscraping

Last synced: 25 Apr 2026

https://github.com/michael-angelo-mootoo/quanta-app

Quanta is an open source statistical package app / toolkit for neuroscience and general computational descriptive and inferential statistics.

computational-statistics customtkinter data-analysis descriptive-statistics gui-application inferential-statistics neuroscience python r statistical-analysis statistics tkinter-python

Last synced: 16 May 2026

https://github.com/rohithay/eda-bio-diversity

Use Descriptive statistics and statistical inference to help ensure the survival of at-risk species

data-visualisation descriptive-statistics statistical-inference storyboarding

Last synced: 27 Apr 2026

https://github.com/abhinav-codealchemist/descriptive-statistics-on-adult-dataset

Descriptive Statistics on "Adult" DataSet, hosted on the UCI’s Machine Learning Repository.

data-science descriptive-statistics jupyter-notebook python

Last synced: 08 May 2026

https://github.com/virginioc/analisi-esplorativa-mercato-immobiliare-texas

Analisi esplorativa del mercato immobiliare del Texas con R, finalizzata ad ottenere insight statistici e visivi sui trend delle vendite, l'efficacia delle inserzioni e la distribuzione dei prezzi.

descriptive-statistics rstudio

Last synced: 08 Jun 2026

https://github.com/swethajoseph/statistical-stock-performance-analysis

Conducted a statistical analysis of Microsoft, Tesla, and Apple stock performance compared to the S&P 500, examining price trends, volatility, and correlations to derive investment insights.

advancedexcel comparative-analysis data-analysis data-visualization datapreparation descriptive-statistics moving-average msexcel performance-analysis performance-metrics regression-analysis statistical-analysis

Last synced: 03 Jan 2026

https://github.com/Gregoritsch3/Exercise_Pandas_1

A Pandas exercise demonstrating the loading, cleaning and reorganization of data in .xlsx or .csv files, descriptive statistics, data visualization, statistical approximation of data with the normal distribution, etc.). Libraries include Pandas, NumPy, Scipy, SymPy, MatplotLib,

data-cleaning data-visualization descriptive-statistics matplotlib numpy pandas scipy sympy

Last synced: 01 May 2025

https://github.com/kivanc57/explaratory_analysis

Exploratory and Descriptive Data Analysis on Indonesian data using R. This project involves reading data, feature analysis, correlation analysis, logistic regression, PCA, MDS, and clustering. Visualizations include boxplots, scatter plots, corrgrams, and dendrograms. Comprehensive report available in report.docx.

clustering data-science data-visualization descriptive-statistics explanatory-data-analysis mds pca plot r

Last synced: 08 Jun 2026

https://github.com/filip-kustura/statistics-olympics-analysis

A group seminar analyzing the relationship between citizens' average height and a country's Olympic success. The project involved data collection, descriptive statistics and statistical testing. Created and presented as part of the mandatory undergraduate Statistics course in spring 2021.

correlation-analysis data-analysis data-visualization descriptive-statistics group-project hypothesis-testing olympic-games r-programming research sports-analytics statistical-testing statistics university-project

Last synced: 05 Jan 2026

https://github.com/avisionh/analysis-leaff

Basic descriptive statistical analysis of LEAFF data

analysis descriptive-analytics descriptive-statistics festival film survey

Last synced: 13 Jul 2025

https://github.com/zenklinov/rainfall-time-series-descriptive

Descriptive about Rainfall Time Series of NASA Power

2d-line-chart descriptive-statistics east-java heatmap rainfall

Last synced: 01 Mar 2025