exploratory-data-analysis

There are 122 repositories under exploratory-data-analysis topic.

ydataai / ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
big-data-analytics data-analysis data-exploration data-profiling data-quality data-science deep-learning eda exploration exploratory-data-analysis hacktoberfest html-report jupyter jupyter-notebook machine-learning pandas pandas-dataframe pandas-profiling python statistics
Language:Python 13133
cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
weak-supervision data-cleaning data-quality data-science noisy-labels data-centric-ai out-of-distribution-detection outlier-detection active-learning data-labeling data-profiling data-validation labeling data-curation annotation dataops dataquality llms datasets exploratory-data-analysis
Language:Python 10893
great-expectations / great_expectations
Always know what to expect from your data.
pipeline-tests dataquality datacleaning datacleaner data-science data-profiling pipeline pipeline-testing cleandata dataunittest data-unit-tests eda exploratory-data-analysis exploratory-analysis exploratorydataanalysis data-quality data-engineering pipeline-debt data-profilers mlops
Language:Python 10737
evidence-dev / evidence
Business intelligence as code: build fast, interactive data visualizations in SQL and markdown
analytics business-intelligence dashboard data-engineering data-science data-visualization dbt duckdb exploratory-data-analysis self-hosted sql svelte tailwindcss webassembly
Language:JavaScript 5550
lux-org / lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
visualization-tools jupyter python data-science exploratory-data-analysis visualization pandas
Language:Python 5300
fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
pandas-dataframe eda pandas data-exploration data-analysis data-science data-visualization machine-learning data-profiling exploratory-data-analysis statistics exploration python
Language:Python 3006
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
computational-social-science d3 eda exploratory-data-analysis japanese-language machine-learning natural-language-processing nlp scatter-plot semiotic-squares sentiment stylometric stylometry text-as-data text-mining text-visualization topic-modeling visualization word-embeddings word2vec
Language:Python 2311
sfu-db / dataprep
Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
dataprep data-science datapreparation dataconnector eda exploratory-data-analysis data-exploration connector cleaning datacleaning apiwrapper webconnector apis
Language:Python 2145
hurshd0 / must-read-papers-for-ml
Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer
deep-learning machine-learning data-science papers neural-networks convolutional-networks recurrent-neural-networks recommender-system rnn-lstm exploratory-data-analysis data-analysis generalized-additive-models
1266
Renumics / spotlight
Interactively explore unstructured datasets from your dataframe.
data-centric-ai data-curation data-visualization computer-vision machine-learning audio exploratory-data-analysis images timeseries video meshes unstructured-data hacktoberfest
Language:TypeScript 1196
cleanlab / cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
computer-vision data-centric-ai data-exploration data-quality data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation data-profiling data-science
Language:Python 1110
dataprofessor / code
Compilation of R and Python programming codes on the Data Professor YouTube channel.
data-professor data-science data-science-python dataprofessor datascience exploratory-data-analysis machine-learning machinelearning pandas python python-data-science r scikit-learn scikit-learn-python shiny streamlit
Language:Jupyter Notebook 962
latitude-dev / latitude
Developer-first embedded analytics
analytics data data-analysis data-analytics data-app data-science embedded-analytics javascript-framework open-source business-intelligence dashboard data-engineering data-visualization duckdb exploratory-data-analysis react self-hosted sql svelte tailwindcss
Language:TypeScript 904
dataprofessor / streamlit_freecodecamp
Build 12 Data Apps in Python with Streamlit
streamlit data-science python machine-learning exploratory-data-analysis
Language:Jupyter Notebook 630
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
623
jadianes / data-science-your-way
Ways of doing Data Science Engineering and Machine Learning in R and Python
data-science data-science-engineering tutorial data-frame exploratory-data-analysis r python jupyter notebook machine-learning
Language:Jupyter Notebook 606
tommyod / KDEpy
Kernel Density Estimation in Python
data-analysis exploratory-data-analysis kernel-density-estimation python python3 statistics
Language:Jupyter Notebook 606
piperider
InfuseAI / piperider
Code review for data in dbt
data-pipeline data-profiling data-quality data-science data-exploration eda exploratory-data-analysis data-testing python data-observability data-profiler data-reliability data-visualization dbt dbt-metrics code-review reporting pull-requests continuous-integration
Language:Python 490
ropensci / visdat
Preliminary Exploratory Visualisation of Data
missingness visualisation r exploratory-data-analysis ropensci r-package rstats peer-reviewed
Language:R 459
skimpy
aeturrell / skimpy
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.
eda pandas data-science exploratory-data-analysis summary-statistics statistics
Language:Python 453
mstaniak / autoEDA-resources
A list of software and papers related to automatic and fast Exploratory Data Analysis
autoeda automation eda exploratory-data-analysis visualization
Language:HTML 426
rasbt / musicmood
A machine learning approach to classify songs by mood.
song-dataset exploratory-data-analysis lyrics mood machine-learning
Language:OpenEdge ABL 421
desbordante-core
Desbordante / desbordante-core
Desbordante is a high-performance data profiler that is capable of discovering many different patterns in data using various algorithms. It also allows to run data cleaning scenarios using these algorithms. Desbordante has a console version and an easy-to-use web application.
data-analytics data-cleaning data-cleansing data-engineering data-exploration data-mining data-profiling data-science data-wrangling data-preprocessing feature-selection feature-engineering feature-extraction spreadsheets tabular-data anomaly-detection data-mining-algorithms exploratory-data-analysis knowledge-discovery correlations
Language:C++ 419
data-describe / data-describe
data⎰describe: Pythonic EDA Accelerator for Data Science
analysis data-science eda exploratory-data-analysis pypi
Language:Python 299
rasgointelligence / feature-engineering-tutorials
Data Science Feature Engineering and Selection Tutorials
notebook tutorials tutorial python pandas data-science machine-learning scikit-learn feature-engineering feature-selection features xgboost pandas-profiling sweetviz pyrasgo jupyter exploratory-data-analysis data-cleaning
Language:Jupyter Notebook 284
amanovishnu / ineuron-full-stack-data-science-assignments
this repository features assignments and projects from the iNeuron full stack data science course, providing valuable resources for learners to enhance their skills and apply their knowledge.
computer-vision data-science datascience deep-learning exploratory-data-analysis linear-regression machine-learning natural-language-processing python recommender-system sql statistics
Language:Jupyter Notebook 283
yangboz / LotteryPrediction
:full_moon_with_face: Lottery prediction besides of following "law of proability","Probability: Independent Events", there are still "Saying "a Tail is due", or "just one more go, my luck is due to change" is called The Gambler's Fallacy" existed.
predictive-analytics mine-data scatter-plot series-analysis keras tensoflow exploratory-data-analysis time-series-analysis
Language:Jupyter Notebook 281
neerjad / DataVisualization
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
exploratory-data-analysis plotly tutorial visualisation
Language:Jupyter Notebook 266
data-analysis-using-python
mebauer / data-analysis-using-python
Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data.
data-analysis data-analytics exploratory-data-analysis geopandas jupyter-notebook matplotlib numpy nyc nyc-open-data nyc-opendata open-data pandas pandas-dataframe pandas-tutorial python python-tutorial seaborn socrata socrata-open-data-api
Language:Jupyter Notebook 252
alastairrushworth / inspectdf
🛠️ 📊 Tools for Exploring and Comparing Data Frames
comparison dataframe eda exploratory-data-analysis r rstats visualization
Language:R 251
Jean-njoroge / Breast-cancer-risk-prediction
Classification of Breast Cancer diagnosis Using Support Vector Machines
supervised-learning breast-cancer-prediction breast-cancer-tumor breastcancer-classification data-analysis svm exploratory-data-analysis notebook prediction-model dataprocessing pipelines classification python
Language:Jupyter Notebook 247
ank0409 / Ditching-Excel-for-Python
Functionalities in Excel translated to Python
python pandas dataframe numpy excel vba pivot-tables machine-learning eda exploratory-data-analysis tutorial
Language:Jupyter Notebook 231
100-Days-Of-ML-Code
harunurrashid97 / 100-Days-Of-ML-Code
A day to day plan for this challenge. Covers both theoritical and practical aspects
machine-learning python eda vizualization 100daysofmlcode datascience tutorials siraj-raval-challenge machine-learning-algorithms infographics 100-days-of-code implementation regression-algorithms exploratory-data-analysis data-science data-preprocessing decision-tree textsummarization linear-regression article
Language:Jupyter Notebook 227
ajaymache / data-analysis-using-python
Exploratory data analysis 📊using python 🐍of used car 🚘 database taken from ⓚ𝖆𝖌𝖌𝖑𝖊
data-science data-analysis data-visualization data-cleaning data-cleansing data-wrangling data-science-python data-analytics data-analysis-python eda exploratory-data-analysis kaggle-competition kaggle-dataset kaggle-used-cars-dataset
Language:Jupyter Notebook 225
dvgodoy / handyspark
HandySpark - bringing pandas-like capabilities to Spark dataframes
exploratory-data-analysis imputation outlier-detection pandas pyspark python spark visualization
Language:Jupyter Notebook 193
mirador / mirador
Tool for visual exploration of complex data.
data visualization exploratory-data-analysis tabular-data
Language:Java 191

exploratory-data-analysis

ydataai / ydata-profiling

cleanlab / cleanlab

great-expectations / great_expectations

evidence-dev / evidence

lux-org / lux

fbdesignpro / sweetviz

JasonKessler / scattertext

sfu-db / dataprep

hurshd0 / must-read-papers-for-ml

Renumics / spotlight

cleanlab / cleanvision

dataprofessor / code

latitude-dev / latitude

dataprofessor / streamlit_freecodecamp

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

jadianes / data-science-your-way

tommyod / KDEpy

InfuseAI / piperider

ropensci / visdat

aeturrell / skimpy

mstaniak / autoEDA-resources

rasbt / musicmood

Desbordante / desbordante-core

data-describe / data-describe

rasgointelligence / feature-engineering-tutorials

amanovishnu / ineuron-full-stack-data-science-assignments

yangboz / LotteryPrediction

neerjad / DataVisualization

mebauer / data-analysis-using-python

alastairrushworth / inspectdf

Jean-njoroge / Breast-cancer-risk-prediction

ank0409 / Ditching-Excel-for-Python

harunurrashid97 / 100-Days-Of-ML-Code

ajaymache / data-analysis-using-python

dvgodoy / handyspark

mirador / mirador