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Data Analysis

376 projects

Showing 36 of 376 projects

Data Profiler
Data ProfilerPython

A Python library that automatically extracts schema, statistics, and sensitive entities (PII/NPI) from datasets.

#sensitive-data-detection#data-labels#python-library
Stars1.6k
Forks187
Last commit4 days ago
rvest <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
rvest <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

A tidyverse package for web scraping in R, inspired by Beautiful Soup and designed for data extraction workflows.

#r-package#r-language#html-parsing
Stars1.5k
Forks348
Last commit
Bdash
BdashTypeScript

A lightweight desktop SQL client for data analysis with query saving, charting, and result sharing.

#desktop-application#database-tool#postgresql
Stars1.5k
Forks111
Last commit10 days ago
pyjanitor
pyjanitorPython

Python library providing clean, chainable functions for data cleaning and manipulation with pandas DataFrames.

#data-cleaning#hacktoberfest#python-library
Stars1.5k
Forks189
Last commit4 days ago
stockstats
stockstatsPython

A pandas DataFrame wrapper for calculating over 70 stock market indicators and statistics with inline column access.

#technical-indicators#algorithmic-trading#stock-market
Stars1.5k
Forks317
Last commit1 month ago
eBay's TSV utilities
eBay's TSV utilitiesD

A suite of high-performance command line tools for filtering, summarizing, joining, and manipulating large tabular data files.

#delimited-files#command-line-tools#data-science
Stars1.5k
Forks83
Last commit3 years ago
tidyr
tidyrR

An R package for reshaping and tidying data into a consistent format for easier analysis.

#data-cleaning#r-package#data-wrangling
Stars1.4k
Forks419
Last commit1 month ago
Informatics for RNA-seq: A web resource for analysis on the cloud
Informatics for RNA-seq: A web resource for analysis on the cloudR

An educational tutorial and working demonstration pipeline for RNA-seq analysis on cloud platforms.

#transcriptomics#next-generation-sequencing#educational-tutorial
Stars1.4k
Forks613
Last commit
amphi-etl
amphi-etlTypeScript

A visual, low-code data preparation tool that generates Python code for ETL, reporting, and AI-assisted workflows.

#jupyterlab-extension#analytics-automation#datatransformation
Stars1.4k
Forks103
Last commit1 day ago
Intel(R) Extension for Scikit-learn
Intel(R) Extension for Scikit-learnPython

A free software AI accelerator that speeds up scikit-learn applications by 10-100x on CPUs and GPUs with no code changes.

#oneapi#ai-machine-learning#ai-accelerator
Stars1.4k
Forks187
Last commit
pandasql
pandasqlPython

Query pandas DataFrames using SQL syntax, similar to sqldf in R.

#data-querying#sqlite-syntax#python-library
Stars1.4k
Forks183
Last commit2 years ago
obspy
obspyPython

A Python framework for processing seismological data, providing parsers, data clients, and signal processing routines.

#geophysics#scientific-computing#science
Stars1.3k
Forks563
Last commit4 days ago
Dex
DexJavaScript

A Java/Groovy/JavaFX data visualization tool for ETL, machine learning, and publishing web visualizations.

#desktop-application#datavis#dataviz
Stars1.3k
Forks307
Last commit7 years ago
streamtools
streamtoolsGo

A graphical toolkit for exploring, analyzing, and modifying real-time data streams through a visual interface.

#stream-processing#real-time-processing#nytlabs
Stars1.3k
Forks104
Last commit2 years ago
dataframe-go
dataframe-goGo

A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.

#data-science#statistics#dataframe
Stars1.3k
Forks100
Last commit4 years ago
fecon235
fecon235Jupyter Notebook

A collection of Jupyter notebooks for financial economics, providing high-level APIs to retrieve, analyze, and visualize economic data from sources like FRED.

#fx#gold#financial-economics
Stars1.3k
Forks348
Last commit3 years ago
xai
xaiPython

A Python toolbox for explainable AI, providing tools for data analysis, model evaluation, and bias mitigation in machine learning.

#bias-mitigation#ai#bias
Stars1.3k
Forks186
Last commit7 months ago
Apache Cloudberry
Apache CloudberryC

An advanced open-source MPP database for data warehousing, large-scale analytics, and AI/ML workloads.

#ai#greenplum#database
Stars1.2k
Forks223
Last commit1 day ago
luminol
luminolPython

A lightweight Python library for anomaly detection and correlation in time series data, enabling root cause analysis.

#statistical-analysis#correlation-analysis#python-library
Stars1.2k
Forks218
Last commit11 months ago
hobbes
hobbesC

A language and embedded JIT compiler for efficient dynamic expression evaluation, data storage, and analysis in C++ applications.

#parsing#structured-storage#haskell-application
Stars1.2k
Forks116
Last commit1 day ago
NFStream
NFStreamPython

A flexible Python framework for fast network flow data analysis, offering encrypted application identification, statistical feature extraction, and extensibility via plugins.

#pcap#data-science#network-monitoring
Stars1.2k
Forks144
Last commit4 days ago
plotly-resampler
plotly-resamplerPython

A Python library that adds dynamic data aggregation to Plotly figures for scalable visualization of large time series.

#large-datasets#data-science#downsampling
Stars1.2k
Forks75
Last commit7 months ago
Which third party scripts are most excessive
Which third party scripts are most excessiveJavaScript

A dataset and npm module quantifying the performance impact of third-party scripts across the web, categorized by entity.

#third-party-scripts#developer-tools#npm-package
Stars1.1k
Forks110
Last commit
RNA-seq Analysis
RNA-seq AnalysisPython

A comprehensive collection of notes, tutorials, and resources for RNA-seq data analysis, covering alignment, quantification, differential expression, and more.

#transcriptomics#bioconductor#single-cell-rna-seq
Stars1.1k
Forks327
Last commit
Hail
HailPython

An open-source, Python-based data analysis tool with specialized data types and methods for genomic data at scale.

#scientific-computing#spark#python-library
Stars1.1k
Forks266
Last commit1 day ago
daru
daruRuby

A Ruby library for data analysis with DataFrame and Vector structures, offering storage, manipulation, and visualization.

#scientific-computing#vector#statistics
Stars1.1k
Forks140
Last commit2 years ago
readr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
readr <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

A fast and friendly R package for reading rectangular data from delimited files like CSV and TSV.

#parsing#fwf#r-package
Stars1.0k
Forks295
Last commit
Deedle
DeedleF#

A .NET library for data and time series manipulation with structured data frames, designed for scientific programming.

#exploratory-programming#finance#statistics
Stars1.0k
Forks193
Last commit1 month ago
SciRuby
SciRubyRuby

A meta gem that bundles scientific computing and visualization libraries for Ruby, enabling data analysis and plotting.

#scientific-computing#data-science#statistics
Stars1.0k
Forks79
Last commit6 years ago
sparklyr
sparklyrR

An R interface for Apache Spark that enables distributed data processing, machine learning, and SQL queries using familiar R syntax.

#apache-spark#distributed#dplyr
Stars971
Forks308
Last commit22 days ago
ipyvizzu
ipyvizzuJupyter Notebook

Build animated charts in Jupyter Notebook and similar environments with a simple Python syntax.

#chart#notebook-tools#storytelling
Stars971
Forks81
Last commit1 year ago
ggforce
ggforceR

An R package that extends ggplot2 with missing functionality for custom plot composition and advanced visualizations.

#custom-visualization#r-package#statistical graphics
Stars955
Forks110
Last commit10 months ago
regression-js
regression-jsJavaScript

A JavaScript library for linear least-squares curve fitting and regression analysis.

#regression-analysis#statistics#polynomial-regression
Stars949
Forks125
Last commit3 years ago
CSV
CSVPowerShell

A curated list of awesome tools, libraries, and resources for working with CSV files.

#developer-tools#command-line-tools#csv-tools
Stars941
Forks94
Last commit1 month ago
Learn Statistics Using Python
Learn Statistics Using PythonJupyter Notebook

Learn statistics through Python with real-world examples like analyzing marijuana price data across US states.

#regression-analysis#educational#data-science
Stars925
Forks381
Last commit5 years ago
rumale
rumaleRuby

A Ruby machine learning library with a Scikit-Learn-like interface for classification, regression, clustering, and dimensionality reduction.

#random-forest#data-science#dimensionality-reduction
Stars914
Forks34
Last commit7 days ago
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