Data analysis | Ecosyste.ms: Awesome

https://github.com/JosephLai241/URS

Universal Reddit Scraper - A comprehensive Reddit scraping/archival command-line tool.

archiving command-line comments csv data-analysis data-science json livestream osint-tool praw pyo3 python reddit reddit-scraper redditor rust scraper subreddit trees wordcloud

Last synced: 24 Mar 2025

https://github.com/Litlyx/litlyx

Powerful Analytics Solution. Setup in 30 seconds. Display all your data on a Simple, AI-powered dashboard. Fully self-hostable and GDPR compliant.

ai analytics angular charts data data-analysis data-visualization javascript metrics nextjs nodejs nuxt open-source react statistics typescript vue website

Last synced: 22 Dec 2024

https://github.com/ipython-books/cookbook-2nd-code

Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]

computing data-analysis data-mining data-science data-visualization ipython jupyter jupyter-notebook machine-learning numerical-computation python visualization

Last synced: 12 Apr 2025

https://github.com/arvkevi/kneed

Knee point detection in Python :chart_with_upwards_trend:

data-analysis data-science elbow-method knee-point python scientific-computing systems

Last synced: 23 Mar 2025

https://github.com/program-spiritual/dataanalysisinaction

(Finished) Geek Time Data Analysis Practical 45 Lecture - Detailed notes containing markdown images mind map code data can be read directly code test

data-analysis data-analytics in-action notebook-jupyter pipenv pyenv python python-data-analysis python-data-science python3

Last synced: 15 Jan 2025

https://github.com/scikit-mobility/scikit-mobility

scikit-mobility: mobility analysis in Python

complex-systems data-analysis data-science human-mobility mobility-analysis mobility-flows network-science risk-assessment scikit-mobility statistics synthetic-flows

Last synced: 22 Nov 2024

https://github.com/nicolaskruchten/jupyter_pivottablejs

Drag’n’drop Pivot Tables and Charts for Jupyter/IPython Notebook, care of PivotTable.js

data-analysis data-science interactive jupyter-notebook pivot-chart pivot-tables

Last synced: 07 Apr 2025

https://github.com/ashishpatel26/Amazing-Feature-Engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 10 Apr 2025

https://github.com/ashishpatel26/amazing-feature-engineering

Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques. These features can be used to improve the performance of machine learning algorithms. Feature engineering can be considered as applied machine learning itself.

data-analysis data-mining data-science data-scientists data-visualization deep-learning feature-engineering feature-extraction feature-scaling feature-selection features machine-learning scikit-learn

Last synced: 12 Apr 2025

https://github.com/dmpe/r

Exercises (incl. analyses) with R language (math+statistics)

course data-analysis exercise r statistics

Last synced: 12 Apr 2025

https://github.com/mpw0311/antd-umi-sys

企业BI系统，数据可视化平台，主要技术：react、antd、umi、dva、es6、less等，与君共勉，互相学习，如果喜欢请start ⭐。

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Last synced: 04 Apr 2025

https://github.com/bacalhau-project/bacalhau

Compute over Data framework for public, transparent, and optionally verifiable computation

ai-art ai-data-collection ai-pipeline batch-processing bioinformatics-pipeline data-analysis data-engineering data-science decentralized decentralized-computing distributed gene-sequencing insulators iot logging-framework orchestration-framework p2p video-processing

Last synced: 01 May 2025

https://github.com/dataproofer/Dataproofer

A proofreader for your data

cli command-line csv data-analysis data-mining data-science excel nodejs spreadsheet

Last synced: 30 Mar 2025

https://github.com/abixen/abixen-platform

Abixen Platform is a microservices based software platform for building enterprise applications delivering functionalities through creating particular microservices and integrating by provided CMS.

analytics angularjs architecture aws business-intelligence businessintelligence charts cloud dashboard data-analysis data-analytics data-visualization low-code microservices netflixoss reporting spring-boot spring-cloud sql-editor visualization

Last synced: 12 Apr 2025

https://github.com/anthonydb/practical-sql

Code and Data for the First Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

data-analysis postgresql sql

Last synced: 12 Apr 2025

https://github.com/sebkrantz/collapse

Advanced and Fast Data Transformation in R

cran data-aggregation data-analysis data-manipulation data-processing data-science data-transformation econometrics high-performance panel-data r rstats scientific-computing statistics time-series weighted weights

Last synced: 14 Apr 2025

https://github.com/dmpe/R

Exercises (incl. analyses) with R language (math+statistics)

course data-analysis exercise r statistics

Last synced: 22 Nov 2024

https://github.com/elastic/eland

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

big-data data-analysis dataframe dataframes eland elasticsearch etl lightgbm machine-learning pandas python scikit-learn time-series-forecasting

Last synced: 14 Apr 2025

https://github.com/WeBankFinTech/WeDataSphere

WeDataSphere is a financial grade, one-stop big data platform suite.

analytics bigdata data-analysis datafabric datagovernance dataspherestudio exchangis flink hadoop hive ide linkis prophecis qualitis schedulis scriptis spark streamis visualis

Last synced: 27 Mar 2025

https://github.com/aloctavodia/bap

Bayesian Analysis with Python (Second Edition)

arviz bayesian-analysis data-analysis data-visualization errata pymc3 python

Last synced: 12 Apr 2025

https://github.com/dmnfarrell/pandastable

Table analysis in Tkinter using pandas DataFrames.

data-analysis dataframe pandas plotting scientific tkinter

Last synced: 09 Apr 2025

https://github.com/datadesk/notebooks

All of our computational notebooks

csv data-analysis data-journalism journalism jupyter-notebook news python

Last synced: 05 Apr 2025

https://github.com/uxlfoundation/onedal

oneAPI Data Analytics Library (oneDAL)

ai-inference ai-machine-learning ai-training analytics big-data cpp data-analysis data-science hacktoberfest machine-learning machine-learning-algorithms oneapi onedal swrepo

Last synced: 14 Apr 2025

https://github.com/SciTools/iris

A powerful, format-agnostic, and community-driven Python package for analysing and visualising Earth science data

data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation

Last synced: 07 Apr 2025

https://github.com/planetlabs/notebooks

interactive notebooks from Planet Engineering

api data-analysis jupyter-notebooks python remote-sensing satellite-imagery

Last synced: 06 Apr 2025

https://github.com/farukalamai/advanced-machine-learning-engineer-roadmap-2024

A Full Stack ML (Machine Learning) Roadmap involves learning the necessary skills and technologies to become proficient in all aspects of machine learning, including data collection and preprocessing, model development, deployment, and maintenance.

aws computer-vision data-analysis data-science data-visualization deep-learning git-github machine-learning machine-learning-roadmap mlops natural-language-processing neural-network nlp opencv pandas python pytorch statistics tensorflow yolo

Last synced: 04 Apr 2025

https://github.com/uxlfoundation/oneDAL

oneAPI Data Analytics Library (oneDAL)

ai-inference ai-machine-learning ai-training analytics big-data cpp data-analysis data-science hacktoberfest machine-learning machine-learning-algorithms oneapi onedal swrepo

Last synced: 13 Mar 2025

https://github.com/oneapi-src/onedal

oneAPI Data Analytics Library (oneDAL)

ai-inference ai-machine-learning ai-training analytics big-data cpp data-analysis data-science hacktoberfest machine-learning machine-learning-algorithms oneapi onedal swrepo

Last synced: 01 Dec 2024

https://github.com/tommyod/KDEpy

Kernel Density Estimation in Python

data-analysis exploratory-data-analysis kernel-density-estimation python python3 statistics

Last synced: 01 May 2025

https://github.com/SebKrantz/collapse

Advanced and Fast Data Transformation in R

cran data-aggregation data-analysis data-manipulation data-processing data-science data-transformation econometrics high-performance panel-data r rstats scientific-computing statistics time-series weighted weights

Last synced: 26 Apr 2025

https://github.com/datacleaner/DataCleaner

The premier open source Data Quality solution

data data-analysis data-science database datacleaner dataquality desktop etl mdm profiling

Last synced: 27 Mar 2025

https://github.com/jacksonwuxs/dapy

Easy-to-use data analysis / manipulation framework for humans

analysis data-analysis data-science efficiency pypi python statistical-reports

Last synced: 05 Apr 2025

https://github.com/JacksonWuxs/DaPy

Easy-to-use data analysis / manipulation framework for humans

analysis data-analysis data-science efficiency pypi python statistical-reports

Last synced: 28 Mar 2025

https://github.com/tommyod/kdepy

Kernel Density Estimation in Python

data-analysis exploratory-data-analysis kernel-density-estimation python python3 statistics

Last synced: 11 Apr 2025

https://github.com/achuthasubhash/Complete-Life-Cycle-of-a-Data-Science-Project

Complete-Life-Cycle-of-a-Data-Science-Project

analysis data-analysis data-science dataset deep-learning eda exploratory-data-analysis feature-engineering federated-learning machine-learning nlp-models python python-library pytorch reinforcement-learning scraper supervised-learning transfer-learning unsupervised-learning web-scraping

Last synced: 13 Nov 2024

https://github.com/binpash/pash

PaSh: Light-touch Data-Parallel Shell Processing

bash bash-scripting data-analysis parallelism pash posix-sh shell

Last synced: 14 Apr 2025

https://github.com/specterops/nemesis

An offensive data enrichment pipeline

data-analysis offensive

Last synced: 04 Apr 2025

https://github.com/LearnDataSci/articles

A repository for the source code, notebooks, data, files, and other assets used in the data science and machine learning articles on LearnDataSci

data-analysis data-science data-visualization machine-learning machine-learning-algorithms machinelearning python

Last synced: 13 Apr 2025

https://github.com/anthonydb/practical-sql-2

Code and Data for the Second Edition of "Practical SQL" by Anthony DeBarros, published by No Starch Press.

data-analysis postgresql sql

Last synced: 14 Apr 2025

https://github.com/pgalko/bambooai

A Python library powered by Language Models (LLMs) for conversational data discovery and analysis.

ai ai-agents data-analysis data-science gemini groq llm mistral ollama openai-api pandas pinecone python vector-database

Last synced: 07 Apr 2025

https://github.com/hyperspy/hyperspy

Multidimensional data analysis

data-analysis data-visualization life-sciences materials-science multi-dimensional physical-sciences python

Last synced: 10 Apr 2025

https://github.com/dfm/corner.py

Make some beautiful corner plots

data-analysis data-visualization plotting python

Last synced: 10 Apr 2025

https://github.com/boxuancui/DataExplorer

Automate Data Exploration and Treatment

cran data-analysis data-exploration data-science eda r r-package rstats visualization

Last synced: 04 Dec 2024

https://github.com/ing-bank/popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

covariate-shift data-analysis data-distributions data-profiling data-science dataset-shifts drift-detection hacktoberfest ing-bank ipython jupyter mlops monitoring pandas population-monitoring python spark statistical-process-control statistical-tests statistics

Last synced: 13 Apr 2025

https://github.com/akanz1/klib

Easy to use Python library of customized functions for cleaning and analyzing data.

data-analysis data-cleaning data-preprocessing data-science data-visualization feature-selection klib python

Last synced: 15 Nov 2024

https://github.com/toddbirchard/plotlydash-flask-tutorial

📊📉 Embed Plotly Dash into your Flask applications.

dashboard data data-analysis data-visualisation data-visualization flask flask-application pandas plotly plotly-dash python tutorial

Last synced: 04 Apr 2025

https://github.com/constellation-rs/amadeus

Harmonious distributed data analysis in Rust.

data-analysis data-processing distributed-computing parallel-computing rust stream-processing

Last synced: 08 Apr 2025

https://github.com/s-shemmee/sql-101

Get started with SQL database programming. This beginner's guide provides step-by-step tutorials, practical examples, exercises, and resources to master SQL. Let's unlock the power of data with SQL!

data-analysis data-science sql sql-challenges sql-commands sql-database sql-injection sql-server

Last synced: 05 Apr 2025

https://github.com/shaohua0116/ICLR2020-OpenReviewData

Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.

conference crawler data-analysis iclr iclr2020 machine-learning visualization

Last synced: 27 Nov 2024

https://github.com/lijqhs/deeplearning-notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

algorithms andrew-ng backpropagation bias-variance cnn coursera data-analysis data-science deep-learning deeplearning hyperparameter-optimization machine-learning neural-network notes overfitting sequence-models statistics summary tensorflow

Last synced: 10 Apr 2025

https://github.com/openbiox/awosome-bioinformatics

A curated list of resources for learning bioinformatics.

bioinformatics data-analysis next-generation-sequencing

Last synced: 13 Nov 2024

https://github.com/pgalko/BambooAI

A lightweight library that leverages Language Models (LLMs) to enable natural language interactions, allowing you to source and converse with data.

ai ai-agents data-analysis data-science gemini groq llm mistral ollama openai-api pandas pinecone python vector-database

Last synced: 23 Mar 2025

https://github.com/supercowpowers/zat

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

bro data-analysis kafka networking pandas python scikit-learn security spark zeek zeek-analysis

Last synced: 09 Apr 2025

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 05 Apr 2025

https://github.com/xiaopujun/light-chaser

light chaser is a lightweight data visualization designer tool

blueprints data-analysis data-visualization draggable javascript typescript web-editor

Last synced: 19 Nov 2024

https://github.com/SuperCowPowers/zat

Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark

bro data-analysis kafka networking pandas python scikit-learn security spark zeek zeek-analysis

Last synced: 27 Nov 2024

https://github.com/HHammond/PrettyPandas

A Pandas Styler class for making beautiful tables

data-analysis data-science pandas pandas-dataframe pandas-dataframes pandas-styler python reporting

Last synced: 23 Apr 2025

https://github.com/Derek-Jones/ESEUR-code-data

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

career-paths cognitive-capitalism cognitive-science data-analysis dataset economic-models ecosystem-modeling empirical-software-engineering evidence-based psychology-experiments software-development software-engineering source-code-analysis statistical-analysis system-evolution

Last synced: 26 Nov 2024

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 13 Nov 2024

https://github.com/wiseaidev/rust-data-analysis

Rust for data analysis encyclopedia (WIP).

calculas data-analysis data-science eda evcxr hacktoberfest jupyter jupyter-notebook ndarray notebook plotters plotters-rs polars probability probability-distribution probability-theory rust statrs

Last synced: 05 Apr 2025

https://github.com/kunalj101/data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 13 Feb 2025

https://github.com/kunalj101/Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 13 Nov 2024

https://github.com/rio-labs/rio

WebApps in pure Python. No JavaScript, HTML and CSS needed

data-analysis data-science data-visualization deep-learning machine-learning python ui webapp

Last synced: 09 Apr 2025

https://github.com/olavolav/uniplot

Lightweight plotting to the terminal. 4x resolution via Unicode.

data-analysis data-science plot python

Last synced: 29 Mar 2025

https://github.com/weijie-chen/econometrics-with-python

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

data-analysis data-science econometrics economics python statistics time-series

Last synced: 05 Apr 2025

https://github.com/greppo-io/greppo

Build & deploy geospatial applications quick and easy.

data-analysis data-visualization developer-tools framework geospatial machine-learning python webapp

Last synced: 18 Apr 2025

https://github.com/discoveryjs/discovery

A framework for ad hoc JSON data analysis, shareable server-less reports and dashboards

data-analysis data-visualization json

Last synced: 15 Apr 2025

https://github.com/probabl-ai/skore

the scikit-learn sidekick

data-analysis data-science data-visualization machine-learning python scikit-learn workflow

Last synced: 11 Apr 2025

https://github.com/liyangbit/PyDataLab

open source for wechat-official-account (ID: PyDataLab)

data-analysis data-mining data-science data-visualization machine-learning python wechat-official-account

Last synced: 01 Dec 2024

https://github.com/jkrumbiegel/chain.jl

A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.

data-analysis data-science julia julia-language julia-package macro pipeline

Last synced: 12 Apr 2025

https://github.com/ozlerhakan/datacamp

🍧 DataCamp data-science and machine learning courses

data-analysis data-science datacamp datacamp-course deep-learning machine-learning python statistics visualization

Last synced: 05 Apr 2025

https://github.com/mouseland/suite2p

cell detection in calcium imaging recordings

data-analysis imaging neuroscience

Last synced: 12 Apr 2025

https://github.com/jkrumbiegel/Chain.jl

A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.

data-analysis data-science julia julia-language julia-package macro pipeline

Last synced: 19 Nov 2024

https://github.com/astronomer/astro-sdk

Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

airflow apache-airflow bigquery dags data-analysis data-science elt etl gcs pandas postgres python s3 snowflake sql sqlite workflows

Last synced: 13 Apr 2025

https://github.com/triestpa/cryptocurrency-analysis-python

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

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Last synced: 07 Apr 2025

https://github.com/triestpa/Cryptocurrency-Analysis-Python

Open-Source Tutorial For Analyzing and Visualizing Cryptocurrency Data

bitcoin cryptocurrency data-analysis data-science data-visualization ethereum jupyter-notebook plotly python tutorial

Last synced: 27 Nov 2024

https://github.com/MouseLand/suite2p

cell detection in calcium imaging recordings

data-analysis imaging neuroscience

Last synced: 14 Nov 2024

https://github.com/CICIFLY/Data-Analytics-Projects

This repository contains the projects related to data collecting, assessing,cleaning,visualizations and analyzing

data-analysis data-visualization jupyter-notebook matplotlib numpy pandas seaborn

Last synced: 02 May 2025

https://github.com/d4software/QueryTree

Data reporting and visualization for your app

analytics data-analysis data-visualization database report-builder

Last synced: 27 Nov 2024

https://github.com/e-m-b-a/embark

EMBArk - The firmware security scanning environment

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Last synced: 08 Apr 2025

https://github.com/toxictoskey/dex-autotrader-bot

This is a Cryptocurrency Trading bot on DeFi that works in multiple Chain with unique trading strategies for cryptocurrencies. It performs automated technical analysis of cryptocurrencies, manages risk, reduces slippage and has customizable strategies such as Stop Loss and Buy the Dip.

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Last synced: 09 Apr 2025

https://github.com/akurgat/automating-technical-analysis

Using data analytics alongside popular trading strategies and indicators, to identify best trading actions based solely on the price action.

algorithmic-trading autoencoder binance cryptocurrency data-analysis deep-learning futures heroku plotly python restful-api stock-analysis streamlit technical-analysis tensorflow time-series-analysis trading trading-algorithms transformer yahoo-finance

Last synced: 12 Apr 2025

https://github.com/learnbyexample/practice_python_projects

Book on basic to intermediate level Python projects

api cli data-analysis exercises game-ai gui learning-by-doing markdown mcq praw projects python square-tictactoe tic-tac-toe typo wordcloud

Last synced: 07 Apr 2025

https://github.com/databrickslabs/tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

data-analysis data-science pandas python scala time-series timeseries timeseries-analysis timeseries-data

Last synced: 29 Apr 2025

https://github.com/sn3fru/datascience_course

Curso de Data Science em Português

artificial-intelligence brasil curso dados data data-analysis data-science data-science-learning dataset deep-learning machine-learning python

Last synced: 28 Apr 2025

https://github.com/pydpiper/pylightxl

A light weight, zero dependency, minimal functionality excel read/writer python library

api data-analysis excel microsoft office pypi python python-library python2 python3

Last synced: 08 Apr 2025

https://github.com/helicalinsight/helicalinsight

Helical Insight software is world’s first Open Source Business Intelligence framework which helps you to make sense out of your data and make well informed decisions.

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