data-exploration

There are 34 repositories under data-exploration 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 12109
pygwalker
Kanaries / pygwalker
PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis
data-analysis data-exploration dataframe matplotlib pandas plotly tableau tableau-alternative visualization
Language:Python 10310
Rath
Kanaries / Rath
Next generation of automated data exploratory analysis and visualization platform.
datamining visualization automated-visualization data-exploration eda machine-learning automated-data-analysis data-visualization data-analysis tableau autovis causal-discovery causal-inference causality k6s kanaries augmented-analytics tableau-alternative
Language:TypeScript 4019
fbdesignpro / sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
data-analysis data-exploration data-profiling data-science data-visualization eda exploration exploratory-data-analysis machine-learning pandas pandas-dataframe python statistics
Language:Python 2843
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 1936
hi-primus / optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
spark pyspark data-wrangling bigdata big-data-cleaning data-science data-cleansing data-cleaner data-transformation machine-learning data-profiling data-extraction data-exploration data-analysis data-preparation cudf dask dask-cudf data-cleaning
Language:Python 1447
odd-platform
opendatadiscovery / odd-platform
First open-source data discovery and observability platform. We make a life for data practitioners easy so you can focus on your business.
alerting bigdata data-catalog data-discovery data-engineering data-exploration data-governance data-lineage data-observability data-pipelines data-platform data-profiling data-quality data-science datacatalog lineage metadata metadata-management observability oss
Language:Java 1126
kangas
comet-ml / kangas
🦘 Explore multimedia datasets at scale
data-analysis data-exploration dataframe datagrid machine-learning
Language:Jupyter Notebook 1029
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 932
abhayspawar / featexp
Feature exploration for supervised learning
data-exploration data-science feature-engineering machine-learning visualization
Language:Jupyter Notebook 747
keen / explorer
Data Explorer by Keen - point-and-click interface for analyzing and visualizing event data.
analytics web-analytics native-analytics data-visualization dataviz data-exploration charts keen-io analysis analytics-api
Language:TypeScript 744
boxuancui / DataExplorer
Automate Data Exploration and Treatment
cran data-analysis visualization r data-exploration data-science eda r-package rstats
Language:R 494
polyaxon / traceml
Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
pandas pandas-summary dataframes data-science spark dask plotly statistics matplotlib data-profiling data-visualization data-exploration dataops mlops data-quality data-quality-checks explainable-ai pytorch tensorflow tracking
Language:Python 493
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 470
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++ 357
edaviz
tkrabel / edaviz
edaviz - Python library for Exploratory Data Analysis and Visualization in Jupyter Notebook or Jupyter Lab
edaviz data-exploration data-visualization pyhon project-jupyter data-analysis data-sciene exploratory-data eda pandas seaborn matplotlib plotly altair qgrid interactive jupyter-notebook
Language:Python 224
rolkra / explore
R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)
r shiny eda data-visualisation rmarkdown tidy data-exploration decision-trees
Language:R 205
tvdboom / ATOM
Automated Tool for Optimized Modelling
machine-learning data-pipeline modelling data-exploration data-science python visualization automl dagshub interactive-visualizations mlflow model-predictions scikit-learn shap
Language:HTML 146
grafana-toolbox / grafana-wtf
Grep through all Grafana entities in the spirit of git-wtf.
grafana search search-in-text search-replace search-and-replace grafana-client grafana-utils data-exploration grafana-toolbox toolbox grafana-api grafana-dashboard grafana-datasource sysadmin-tool grafana-search kotori-daq
Language:Python 137
federicomarini / awesome-expression-browser
😎 A curated list of software and resources for exploring and visualizing (browsing) expression data 😎
atlas awesome-list bioinformatics data-exploration data-visualization expression-browser gene-expression gene-expression-profiles humancellatlas rna-seq-data
124
dwata
brainless / dwata
AI studio for you and your business. Create assistants, connect databases, APIs (like Stripe) or CSV/Excel files. Use AI to create insights, workflows, action items.
ai-assistant ai-chat data-exploration code-generation desktop-app ai-studio
Language:TypeScript 107
facultyai / lens
Summarise and explore Pandas DataFrames
data-science pandas dask data-exploration data-visualisation dataframe
Language:Python 102
ObservedObserver / pivot-chart
light and fast implementation of web pivot table / pivot chart components.
business-intelligence chart cube data-exploration data-visualization eda excel olap pivot-chart pivot-table pivot-tables react tableau typescript visualization
Language:TypeScript 95
federicomarini / GeneTonic
Enjoy your transcriptomic data and analysis responsibly - like sipping a cocktail
rna-seq-data rna-seq-analysis transcriptomics r shiny transcriptome reproducible-research gui user-friendly bioconductor bioconductor-package functional-enrichment-analysis pathway-analysis gene-expression data-visualization data-exploration
Language:R 75
Subgin / tonic
🍸 Digital Collections Framework
collections static-site-generator template html data-exploration data-visualization collection-builder ralix tailwindcss digital-collection filtering
Language:HTML 70
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
Language:Python 57
ipython-notebooks
yaph / ipython-notebooks
A collection of Jupyter notebooks exploring different datasets.
jupyter-notebook matplotlib pandas mapping tutorials python data-analysis data-visualization data-exploration python-tutorials
Language:Jupyter Notebook 55
DistrictDataLabs / cultivar
Multidimensional data explorer and visualization tool.
data-analysis data-exploration data-management visualization
Language:HTML 51
PsyChiLin / EFAshiny
An User-Friendly Application for Exploratory Factor Analysis
exploratory-factor-analysis factor-loadings factor-extraction data-management data-visualization data-exploration r shiny ggplot2
Language:R 26
bamboolib_binder_template
8080labs / bamboolib_binder_template
bamboolib - template for creating your own binder notebook
data-science data-exploration data-transformation data-visualization data-visualisation data-viz binder-jupyter-notebook docker
Language:Jupyter Notebook 21
DECODEproject / bcnnow
Light, personalized, interactive dashboards for urban data exploration.
urban-dashboards data-visualization data-exploration
Language:CSS 21
Rpita623 / Detecting-Credit-Card-Fraud
Using R and machine learning to build a classifier that can detect credit card fraudulent transactions.
data data-science datascience data-analysis data-visualization data-modeling data-exploration data-manipulation logistic-regression decision-trees roc-curves gbm artificial-neural-networks machinelearning machine-learning machine-learning-algorithms r r-programming r-language r-markdown
Language:R 20
afraniomelo / KydLIB
Routines for exploratory data analysis.
autocorrelation correlation-coefficient data-analysis data-exploration data-science data-visualization eda exploratory-data-analysis gaussian machine-learning noise nonlinear plotting python scatter-plot statistics time-series time-series-analysis visualization
Language:Python 19
gershonc / octopus-ml
A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.
machine-learning data-science data data-visualization ai data-validation data-integrity cross-validation eda classification concept-drift model-compression ml-models data-exploration model-comparison datascience evaluate-models
Language:Jupyter Notebook 19
NikhilaThota / CapstoneProject_House_Prices_Prediction
Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and suggested a best model to predict the final sale price of a house. Seaborn is used to plot graphs and scikit learn package is used for statistical analysis.
python ridge-regression linear-regression data-visualization data-analysis datawrangling predictive-modeling machine-learning correlation standardization data-extraction data-exploration encoding-library regression-analysis lasso-regression regularization root-mean-squared-error-metric parameter-tuning cross-validation k-fold
Language:Jupyter Notebook 19
debiai / DebiAI
Bias detection and contextual evaluation tool for your AI projects
ai data-analysis data-exploration bias contextual-evaluation model-evaluation visualization machine-learning data-agnostic plotlyjs python vuejs
Language:Vue 18