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Data analysis

Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.

https://github.com/tidypyverse/tidypandas

A grammar of data manipulation for pandas inspired by tidyverse

data-analysis data-science dataframe dataframe-library dplyr pandas python tidyverse

Last synced: 07 Nov 2024

https://github.com/firmai/business-analytics-and-mathematics-python-book

Advanced Business Analytics and Mathematics with Python (by @firmai)

analytics business data-analysis data-science mathematics python

Last synced: 19 Nov 2024

https://github.com/synthesized-io/fairlens

Identify bias and measure fairness of your data

bias data data-analysis data-science fairness pandas python statistics

Last synced: 15 Nov 2024

https://github.com/jadianes/data-journalism

Data journalism and easy to replicate notebooks using Python, R, and Web visualisations

data-analysis data-journalism data-visualisation data-visualization exploratory-data-analysis notebook

Last synced: 09 Nov 2024

https://github.com/jepegit/cellpy

extract and tweak data from electrochemical tests of cells

battery chemistry data-analysis electrochemistry opensource physics

Last synced: 14 Nov 2024

https://github.com/aershov24/machine-learning-ds-interview-questions

🔴 1704 Machine Learning, Data Science & Python Interview Questions (ANSWERED) To Kill Your Next ML & DS Interview. Get All Answers + PDFs on MLStack.Cafe. Post your ML Jobs 👉

algorithms-and-data-structures data-analysis data-science interview-practice interview-preparation interview-questions machine-learning machine-learning-algorithms machinelearning

Last synced: 18 Nov 2024

https://github.com/stanfordnlp/edu-convokit

Edu-ConvoKit: An Open-Source Framework for Education Conversation Data

data data-analysis data-science education language natural-language-processing

Last synced: 17 Dec 2024

https://github.com/leerob/facebook-data-analyzer

📊Python script to analyze the contents of your Facebook data export

beautifulsoup data-analysis facebook python

Last synced: 10 Dec 2024

https://github.com/hemansnation/data-analyst-roadmap

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

analytics data-analysis data-analysis-python data-analytics data-science numpy predictive-analytics project-based-learning python statistics tableau

Last synced: 08 Nov 2024

https://github.com/woz-u/DS-Student-Resources

Data Science Student Companion Notebooks and Data Lake

data-analysis data-science data-visualization machine-learning nosql python r sql statistics

Last synced: 27 Nov 2024

https://github.com/kianweelee/Edator

A python package that performs exploratory data analysis for users. Additionally, it generates 3 types of output files (cleaned CSV, plots and a text report).

data-analysis data-science exploratory-data-analysis

Last synced: 15 Nov 2024

https://github.com/capitalone/dataCompareR

dataCompareR is an R package that allows users to compare two datasets and view a report on the similarities and differences.

compare-data data data-analysis data-science r

Last synced: 04 Dec 2024

https://github.com/gher-uliege/divand.jl

DIVAnd performs an n-dimensional variational analysis of arbitrarily located observations

data-analysis earth-observation eosc-hub interpolation julia ocean-sciences oceanography smoothing-splines spatial-data-analysis toolbox

Last synced: 23 Dec 2024

https://github.com/thoughtspile/hippotable

👩🏻‍🔬📊 Lightweight data analysis in your browser

csv dashboard data-analysis data-science javascript table visualization

Last synced: 18 Dec 2024

https://github.com/impetus/jumbune

Jumbune, an open source BigData APM & Data Quality Management Platform for Data Clouds. Enterprise feature offering is available at http://jumbune.com. More details of open source offering are at,

aiops apm cluster-monitoring data-analysis data-quality developer-tools devops-tools hadoop hadoop-cluster hadoop-monitor hadoop-monitoring monitoring-tool optimization-framework yarn yarn-hadoop-cluster

Last synced: 14 Nov 2024

https://github.com/njanakiev/folderstats

Python module that collects detailed statistics from a folder structure

data-analysis filesystem pandas python statistics

Last synced: 19 Dec 2024

https://github.com/pixelspark/warp

Convert and analyze large data sets at light speed, on Mac and iOS.

big-data data-analysis mysql postgresql rethinkdb sqlite

Last synced: 19 Nov 2024

https://github.com/bruin-data/bruin

Build data pipelines with SQL and Python, ingest data from different sources, add quality checks, and build end-to-end flows.

analytics bigquery data-analysis data-modeling data-pipelines data-transformation python snowflake sql

Last synced: 18 Nov 2024

https://github.com/apachecn/pandas-cookbook-code-notes

:book: Pandas Cookbook 带注释源码

code data-analysis notes pandas python

Last synced: 12 Nov 2024

https://github.com/easonlai/azure_openai_langchain_sample

This repository contains various examples of how to use LangChain, a way to use natural language to interact with LLM, a large language model from Azure OpenAI Service.

azure-openai azure-openai-api azure-openai-service csv data-analysis langchain langchain-python openai python python3

Last synced: 10 Nov 2024

https://github.com/alanderex/pydata-pandas-workshop

Material for my PyData Jupyter & Pandas Workshops, I'm also available for personal in-house trainings on request

data-analysis jupyter-notebook pandas visualisation workshop

Last synced: 15 Oct 2024

https://github.com/paezha/spatial-analysis-r

Open Educational Resource for teaching spatial data analysis and statistics with R

data-analysis open-educational-resource r r-package r-spatial rstats spatial-data-analysis spatial-statistics statistics

Last synced: 27 Oct 2024

https://github.com/b0o/apple-autofill-domains

Apple's allowed autofill domains

apple data-analysis github-actions web-scraping

Last synced: 29 Oct 2024

https://github.com/renumics/sliceguard

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

data-analysis data-cleaning data-curation data-exploration data-science data-visualization deep-learning eda exploratory-data-analysis machine-learning python visualization

Last synced: 27 Oct 2024

https://github.com/cvjena/libmaxdiv

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

anomalydetection anomalydiscovery data-analysis data-mining datamining machine-learning machine-learning-library machinelearning time-series timeseries

Last synced: 05 Nov 2024

https://github.com/dask-contrib/dask-awkward

Native Dask collection for awkward arrays, and the library to use it.

columnar-format dask data-analysis data-science data-structure jagged-array python ragged-array

Last synced: 23 Dec 2024

https://github.com/randyzwitch/streamlit-embedcode

Streamlit component for embedding code snippets such as GitHub gists, CodePen snippets, Gitlab snippets, etc.

data-analysis data-science data-visualization python streamlit streamlit-component

Last synced: 19 Dec 2024

https://github.com/airoldilab/sgd

An R package for large scale estimation with stochastic gradient descent

big-data data-analysis gradient-descent r statistics

Last synced: 18 Dec 2024

https://github.com/404notf0und/FXY

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具

data-analysis data-mining feature-engineering machine-learning security security-scenes

Last synced: 21 Nov 2024

https://github.com/staircase-dev/staircase

A powerful data analysis package based on mathematical step functions. Strongly aligned with pandas.

analysis data-analysis data-structures library numpy pandas python step-function stepfunction

Last synced: 21 Dec 2024

https://github.com/404notf0und/fxy

Security-Scenes-Feature-Engineering-Toolkit, Continuous Integration.一款安全数据特征化工具

data-analysis data-mining feature-engineering machine-learning security security-scenes

Last synced: 07 Nov 2024

https://github.com/jmwoloso/pychattr

Python Channel Attribution (pychattr) - A Python implementation of the excellent R ChannelAttribution library

channel-attribution data-analysis data-science machine-learning python python-channel-attribution rpy2 wrapper

Last synced: 13 Nov 2024

https://github.com/yusufcinarci/data-science-projects

In this repo, there are (beginner-upper) level projects in the field of data science. I will host these projects that I have done in this field every day in this repo. With the hope that it will be useful to those who are interested in the field of data science like me and will just start...

data-analysis data-science data-science-projects jupyter jupyter-notebook python

Last synced: 07 Nov 2024

https://github.com/VUKOZ-OEL/3d-forest

Visualization, processing and analysis of Lidar point clouds, mainly focused on forest environment. New version of 3D Forest. Process files with terabytes of data. Edit new point attributes. Simple addition of new features by plugins.

3d classification cpp cross-platform data-analysis desktop-application editor forest gui interactive-visualization las laser-scanning lidar opengl plugins point-cloud qt scientific-computing segmentation tree

Last synced: 14 Nov 2024

https://github.com/chiphuyen/metrotwitter

What Twitter reveals about the differences between cities and the monoculture of the Bay Area

data-analysis data-visualization emojis nlp nlp-datasets python twitter twitter-dataset

Last synced: 08 Nov 2024

https://github.com/rickiepark/hg-da

<혼자 공부하는 데이터 분석 with 파이썬>의 코드 저장소

data-analysis data-science data-visualization machine-learning matplotlib numpy pandas scikit-learn scipy

Last synced: 14 Dec 2024

https://github.com/antononcube/mathematicavsr

Example projects, code, and documents for comparing Mathematica with R.

comparison data-analysis data-science machine-learning mathematica r time-series

Last synced: 15 Dec 2024

https://github.com/spratiher9/sparkora

Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟

apache apache-spark data data-analysis data-analysis-python data-analytics easy-to-use eda exploratory-data-analysis open-source opensource pyspark python python3 toolkit

Last synced: 27 Oct 2024

https://github.com/alleninstitute/openscope_databook

OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁🧠🔬🖥️📈

dandi-archive data-analysis data-visualization nwb python reproducible-research visualization

Last synced: 09 Dec 2024

https://github.com/AllenInstitute/openscope_databook

OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁🧠🔬🖥️📈

dandi-archive data-analysis data-visualization nwb python reproducible-research visualization

Last synced: 12 Nov 2024

https://github.com/okfn-brasil/serenata-notebooks

Notebooks from Operação Serenata de Amor | ** Este repositório não recebe atualizações frequentes **

data-analysis ipynb jupyter-notebook python

Last synced: 11 Oct 2024

https://github.com/wrinth/data_analyst_projects

Projects created from Udacity's Data Analyst Nanodegree

data-analysis python udacity-nanodegree

Last synced: 05 Nov 2024

https://github.com/DistrictDataLabs/cultivar

Multidimensional data explorer and visualization tool.

data-analysis data-exploration data-management visualization

Last synced: 08 Nov 2024

https://github.com/districtdatalabs/cultivar

Multidimensional data explorer and visualization tool.

data-analysis data-exploration data-management visualization

Last synced: 11 Nov 2024

https://github.com/ulikoehler/uliengineering

A python library for calculations perfomed in electronics engineering

data-analysis data-science electronics engineering python

Last synced: 23 Dec 2024

https://github.com/isxcode/spark-yun

Big data computing platform based on Spark <至轻云-打造大数据计算平台/数据中台>

data-analysis docker platform spark

Last synced: 04 Sep 2024

https://github.com/angelfp/visualpic

Data Visualization for Particle-in-Cell Codes.

data-analysis data-visualization openpmd particle-in-cell python vtk

Last synced: 16 Nov 2024

https://github.com/palewire/first-python-notebook

A step-by-step guide to analyzing data with Python and the Jupyter notebook.

altair data-analysis data-journalism education journalism jupyter jupyter-notebook jupyterlab news pandas python sphinx tutorial

Last synced: 14 Nov 2024

https://github.com/dcoles/prometheus-pandas

Pandas integration for Prometheus.

data-analysis jupyter-notebook pandas prometheus python

Last synced: 21 Dec 2024

https://github.com/asnelt/mixedvines

Python package for canonical vine copula trees with mixed continuous and discrete marginals

c-vines copula copula-models copulae copulas data-analysis dependency-analysis dependency-modeling modeling python regular-vines statistics

Last synced: 27 Oct 2024

https://github.com/cosmoduende/r-youtube-personal-history-analysis

Explore your activity on YouTube with R: How to analyze and visualize your personal pata history. Find out how you consume YouTube using a copy of your personal data from Google Takeout.

data-analysis data-analytics data-visualization data-viz google-takeout r-data r-language r-programming youtube youtube-accounts youtube-analytics youtube-api youtube-data youtube-data-analysis youtube-data-api youtube-data-api-v3 youtube-data-scraping youtube-dataset youtube-scrape youtube-scraper

Last synced: 07 Nov 2024

https://github.com/theengineeringworld/statistics-using-python

These files are part of Youtube Course "Statistics Using Python" Offered By The Engineering WOrld. Offered By: http://youtube.com/theengineeringworld

cleaning data-analysis data-mining data-science data-visualization database jupyter-notebooks python python3 statistics

Last synced: 08 Nov 2024

https://github.com/tatevkaren/tatevkaren-data-science-portfolio

Data Science Portfolio of Tatev Karen Aslanyan including Case Studies and Research Projects that I have completed that solve business problems or introduce new products. Case Study papers, codes, and additional resources are all included.

blog case-study computer-science data-analysis data-science deep-learning econometrics machine-learning papers portfolio portfolio-website statistics

Last synced: 07 Dec 2024

https://github.com/ContextLab/computational-neuroscience

Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.

computational-neuroscience course-materials data-analysis matlab modeling neuron problem-set simulation

Last synced: 26 Nov 2024

https://github.com/ZijieZhaoMMHW/m_mhw1.0

A MATLAB toolbox to detect and analyze marine heatwaves (MHWs).

climate-science data-analysis heatwaves marine-heatwaves matlab

Last synced: 27 Nov 2024

https://github.com/zblz/naima

Derivation of non-thermal particle distributions through MCMC spectral fitting

astronomy astrophysics data-analysis gamma-ray-astronomy python

Last synced: 11 Dec 2024

https://github.com/contextlab/computational-neuroscience

Short undergraduate course taught at University of Pennsylvania on computational and theoretical neuroscience. Provides an introduction to programming in MATLAB, single-neuron models, ion channel models, basic neural networks, and neural decoding.

computational-neuroscience course-materials data-analysis matlab modeling neuron problem-set simulation

Last synced: 06 Nov 2024

https://github.com/kb22/GitHub-User-Insights-using-API

The project involves using the GitHub API using user authentication to fetch information such as commits and repositories for that specific user and store them as CSV files for data collection and analysis.

api data-analysis data-science data-scraping github-api python

Last synced: 08 Nov 2024

https://github.com/lkuffo/data-viz

Más de 50 ejemplos de visualizaciones y análisis de datos en Matplotlib, Pandas, Seaborn, Plotly, Bokeh y Networkx

data-analysis data-science dataviz geoviz jupyter jupyter-notebook matplotlib networkx pandas plotly python seaborn

Last synced: 18 Dec 2024

https://github.com/dfinke/PSDuckDB

PSDuckDB is a PowerShell module that provides seamless integration with DuckDB, enabling efficient execution of analytical SQL queries directly from the PowerShell environment.

data-analysis data-science duckdb powershell sql

Last synced: 16 Dec 2024

Data analysis Awesome Lists
awesome-R 483 Awesome-Geospatial 1,261 awesome-TS-anomaly-detection 55 awesome-python-data-science 379 awesome-business-intelligence 231 yt-channels-DS-AI-ML-CS 195 data-science-with-ruby 101 machine-learning-resources 56 Data-Science 71 awesome-scientific-python 131 awesome-python-machine-learning-resources 1,884 awesome-data-science-resources 167 awesome-ethereum-analytics 45 awesome-qlik 32 Road2R 260 awesome-saas 77 Environmental-Data-Science 51 awesome-web3 67 SORTED 92 fucking-awesome-R 378 free-data-analysis-resources 71
Data analysis Categories
文本数据和NLP 263 Uncategorized 251 数据可视化 180 机器学习框架 172 Machine Learning 163 R 163 图像数据与CV 147 Table of Contents 141 超参数优化和AutoML 135 Reading corner 129 Podcasts 117 工作流程和实验跟踪 114 Others 108 模型的可解释性 106 数据管道和流处理 92 分布式机器学习 86 地理Geo处理 84 图数据处理 81 数据容器和结构 80 Lists of libraries 72