exploratory-data-analysis

There are 119 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 12223
great-expectations / great_expectations
Always know what to expect from your data.
cleandata data-engineering data-profilers data-profiling data-quality data-science data-unit-tests datacleaner datacleaning dataquality dataunittest eda exploratory-analysis exploratory-data-analysis exploratorydataanalysis mlops pipeline pipeline-debt pipeline-testing pipeline-tests
Language:Python 9625
lux-org / lux
Automatically visualize your pandas dataframe via a single print! 📊 💡
data-science exploratory-data-analysis jupyter pandas python visualization visualization-tools
Language:Python 5059
evidence-dev / evidence
Business intelligence as code: build fast, interactive data visualizations in pure SQL and markdown
analytics sql business-intelligence data-visualization dbt duckdb tailwindcss self-hosted open-source svelte dashboard data-engineering data-science exploratory-data-analysis finance statistics webassembly
Language:JavaScript 3668
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 2857
JasonKessler / scattertext
Beautiful visualizations of how language differs among document types.
nlp d3 word-embeddings machine-learning natural-language-processing visualization word2vec text-visualization text-mining japanese-language computational-social-science sentiment eda exploratory-data-analysis text-as-data scatter-plot topic-modeling stylometry stylometric semiotic-squares
Language:Python 2220
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.
apis apiwrapper cleaning connector data-exploration data-science datacleaning dataconnector dataprep datapreparation eda exploratory-data-analysis webconnector
Language:Python 1968
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 1034
cleanlab / cleanvision
Automatically find issues in image datasets and practice data-centric computer vision.
computer-vision data-centric-ai data-exploration data-profiling data-quality data-science data-validation deep-learning exploratory-data-analysis image-analysis image-classification image-generation image-quality image-segmentation
Language:Python 963
dataprofessor / code
Compilation of R and Python programming codes on the Data Professor YouTube channel.
shiny exploratory-data-analysis python streamlit r datascience data-science machinelearning machine-learning python-data-science data-science-python dataprofessor data-professor scikit-learn scikit-learn-python pandas
Language:Jupyter Notebook 889
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
780
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 759
jadianes / data-science-your-way
Ways of doing Data Science Engineering and Machine Learning in R and Python
data-frame data-science data-science-engineering exploratory-data-analysis jupyter machine-learning notebook python r tutorial
Language:Jupyter Notebook 593
dataprofessor / streamlit_freecodecamp
Build 12 Data Apps in Python with Streamlit
data-science exploratory-data-analysis machine-learning python streamlit
Language:Jupyter Notebook 576
tommyod / KDEpy
Kernel Density Estimation in Python
exploratory-data-analysis python3 statistics kernel-density-estimation python data-analysis
Language:Jupyter Notebook 564
achuthasubhash / Complete-Life-Cycle-of-a-Data-Science-Project
Complete-Life-Cycle-of-a-Data-Science-Project
feature-engineering unsupervised-learning data-science deep-learning machine-learning exploratory-data-analysis reinforcement-learning eda pytorch supervised-learning transfer-learning nlp-models python-library analysis data-analysis federated-learning dataset python web-scraping scraper
561
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 475
ropensci / visdat
Preliminary Exploratory Visualisation of Data
missingness visualisation r exploratory-data-analysis ropensci r-package rstats peer-reviewed
Language:R 448
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 418
rasbt / musicmood
A machine learning approach to classify songs by mood.
exploratory-data-analysis lyrics machine-learning mood song-dataset
Language:OpenEdge ABL 410
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 370
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++ 363
data-describe / data-describe
data⎰describe: Pythonic EDA Accelerator for Data Science
analysis data-science eda exploratory-data-analysis pypi
Language:Python 294
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 268
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 267
neerjad / DataVisualization
Tutorials on visualizing data using python packages like bokeh, plotly, seaborn and igraph
visualisation plotly tutorial exploratory-data-analysis
Language:Jupyter Notebook 261
amanovishnu / iNeuron-Full-Stack-Data-Science-Assignments
This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course
python sql excel datascience machine-learning computer-vision natural-language-processing exploratory-data-analysis deep-learning tableau statistics nlp data-science dataanalytics bigdata cloud linear-regression auto-ml pytroch recommender-system
Language:Jupyter Notebook 249
alastairrushworth / inspectdf
🛠️ 📊 Tools for Exploring and Comparing Data Frames
comparison dataframe eda exploratory-data-analysis r rstats visualization
Language:R 248
data-analysis-using-python
mebauer / data-analysis-using-python
Data Analysis Using Python: A Beginner’s Guide Featuring NYC Open Data.
nyc open-data nyc-opendata nyc-open-data python data-analysis data-analytics pandas pandas-tutorial jupyter-notebook matplotlib seaborn geopandas socrata python-tutorial socrata-open-data-api numpy exploratory-data-analysis pandas-dataframe
Language:Jupyter Notebook 242
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 233
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 218
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 214
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 213
mirador / mirador
Tool for visual exploration of complex data.
data visualization exploratory-data-analysis tabular-data
Language:Java 190
dvgodoy / handyspark
HandySpark - bringing pandas-like capabilities to Spark dataframes
spark pandas visualization python pyspark exploratory-data-analysis imputation outlier-detection
Language:Jupyter Notebook 182
drshahizan / Python_EDA
This topic explains about the implementation of exploratory data analysis (EDA). A total of 21 EDA case studies have been implemented using the Malaysian dataset.
data-science exploratory-data-analysis malaysia-dataset malaysia-eda
Language:Jupyter Notebook 157

exploratory-data-analysis

ydataai / ydata-profiling

great-expectations / great_expectations

lux-org / lux

evidence-dev / evidence

fbdesignpro / sweetviz

JasonKessler / scattertext

sfu-db / dataprep

Renumics / spotlight

cleanlab / cleanvision

dataprofessor / code

hurshd0 / must-read-papers-for-ml

latitude-dev / latitude

jadianes / data-science-your-way

dataprofessor / streamlit_freecodecamp

tommyod / KDEpy

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

InfuseAI / piperider

ropensci / visdat

mstaniak / autoEDA-resources

rasbt / musicmood

aeturrell / skimpy

Desbordante / desbordante-core

data-describe / data-describe

rasgointelligence / feature-engineering-tutorials

yangboz / LotteryPrediction

neerjad / DataVisualization

amanovishnu / iNeuron-Full-Stack-Data-Science-Assignments

alastairrushworth / inspectdf

mebauer / data-analysis-using-python

ank0409 / Ditching-Excel-for-Python

Jean-njoroge / Breast-cancer-risk-prediction

ajaymache / data-analysis-using-python

harunurrashid97 / 100-Days-Of-ML-Code

mirador / mirador

dvgodoy / handyspark

drshahizan / Python_EDA