dataframes

There are 13 repositories under dataframes topic.

pola-rs / polars
Dataframes powered by a multithreaded, vectorized query engine, written in Rust
arrow dataframe dataframe-library dataframes out-of-core polars python rust
Language:Rust 26581
unionai-oss / pandera
A light-weight, flexible, and expressive statistical data testing library
pandas validation schema dataframes testing pandas-validation pandas-dataframe data-validation data-cleaning data-check testing-tools assertions data-assertions data-verification dataframe-schema hypothesis-testing pandas-validator data-processing
Language:Python 3041
TileDB-Inc / TileDB
The Universal Storage Engine
tiledb arrays storage-engine scientific-computing data-analysis hdfs s3 s3-storage data-science sparse-data dense-data dataframes sparse-arrays
Language:C++ 1772
JuliaData / DataFrames.jl
In-memory tabular data in Julia
julia data-frame datasets data tabular-data hacktoberfest dataframes
Language:Julia 1699
rocketlaunchr / dataframe-go
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
golang go data-science machine-learning statistics python pandas pandas-dataframe dataframe dataframes
Language:Go 1124
explorer
elixir-explorer / explorer
Series (one-dimensional) and dataframes (two-dimensional) for fast and elegant data exploration in Elixir
elixir dataframes rust data-science
Language:Elixir 987
pdpipe
pdpipe / pdpipe
Easy pipelines for pandas DataFrames.
pandas pandas-dataframe pipeline data data-science dataframe dataframes
Language:Jupyter Notebook 715
eland
elastic / eland
Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch
python elasticsearch pandas data-analysis machine-learning time-series-forecasting etl big-data dataframe eland scikit-learn lightgbm dataframes
Language:Python 617
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
JuliaData / DataFramesMeta.jl
Metaprogramming tools for DataFrames
data-frame dataframesmeta dataframes data datasets hacktoberfest julia tabular-data
Language:Julia 473
static-frame
static-frame / static-frame
Immutable and statically-typeable DataFrames with runtime type and data validation
arrays dataframes immutable-collections immutable-data-structures python
Language:Python 407
capitalone / datacompy
Pandas and Spark DataFrame comparison for humans and more!
python pandas spark data data-science compare dataframes numpy pyspark fugue dask polars
Language:Python 396
gspread-pandas
aiguofer / gspread-pandas
A package to easily open an instance of a Google spreadsheet and interact with worksheets through Pandas DataFrames.
pandas dataframes gspread google-sheets google-spreadsheets python data data-science data-analytics data-engineering google sheets
Language:Python 383
rtosholdings / riptable
64bit multithreaded python data analytics tools for numpy arrays and datasets
numpy dataframes analytics
Language:Python 347
stefmolin / pandas-workshop
An introductory workshop on pandas with notebooks and exercises for following along.
pandas pandas-tutorial python-data-science python-data-analysis python-dataframes dataframes data-wrangling data-analysis data-visualization python
Language:Jupyter Notebook 314
RumbleDB / rumble
⛈️ RumbleDB 1.21.0 "Hawthorn blossom" 🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more
avro azure csv data-science dataframes hdfs json jsoniq machine-learning nested parquet query query-engine s3 scale schemaless spark svm text yaml
Language:Java 207
mahmoudparsian / data-algorithms-with-spark
O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian
spark pyspark data algorithms transformations partitioning-algorithms machine-learning design-patterns data-algorithms data-abstractions python design monoid mapreduce mappers reducers data-transformation dataframes rdd bigdata
Language:Python 192
open2c / bioframe
Genomic Interval Operations on Pandas DataFrames
bioinformatics dataframes genomic-intervals genomic-ranges genomics ngs-analysis numpy pandas python spatial-join
Language:Python 163
woodwork
alteryx / woodwork
Woodwork is a Python library that provides robust methods for managing and communicating data typing information.
python machine-learning data-science typing woodwork featuretools semantic-tags dataframe dataframes evalml nlp-primitives inference
Language:Python 139
DataHaskell / dh-core
Functional data science
data-science machine-learning numerical-methods data-analysis data-mining datahaskell datasets dataframes
Language:Haskell 135
sl-solution / InMemoryDatasets.jl
Multithreaded package for working with tabular data in Julia
julia dataset high-performance tabular-data join efficient in-memory data-manipulation data-wrangling multithreaded dataframes
Language:Julia 126
JuliaAcademy / DataFrames
Welcome to DataFrames.jl with Bogumił Kamiński
learn-to-code learn-julia julia julialang julia-language dataframes
Language:Jupyter Notebook 118
dataframe_sql
zbrookle / dataframe_sql
A Python package that parses SQL and interprets it as methods that act upon existing pandas (or other types of) DataFrames that have been declared and registered
pandas dataframes data sql python
Language:Python 98
data-apis / dataframe-api
RFC document, tooling and other content related to the dataframe API standard
api dataframes protocol standard
Language:Python 95
Thomas-George-T / Movies-Analytics-in-Spark-and-Scala
Data cleaning, pre-processing, and Analytics on a million movies using Spark and Scala.
spark spark-sql rdd shell-script big-data dataframes movielens-data-analysis big-data-analytics big-data-projects spark-programs scala movielens-dataset analytics case-study spark-dataframes spark-rdd hadoop spark-scala movies
Language:Scala 88
red-data-tools / red_amber
A dataframe library for Rubyists.
apache-arrow dataframe dataframe-library ruby dataframes
Language:Ruby 62
zbrookle / sql_to_ibis
A Python package that parses sql and converts it to ibis expressions
ibis sql dataframes databases etl data hacktoberfest
Language:Python 50
hablapps / sparkOptics
Optics for Spark DataFrames
spark-sql spark optics scala dataframe dataframes
Language:Scala 47
dlab-berkeley / R-Data-Wrangling-Legacy
D-Lab's 6 hour introduction to data wrangling with R. Learn how to manipulate dataframes using the tidyverse in R.
r tidyverse data-mani data-wrangling dataframes dplyr data-science
Language:R 37
JuliaGraphs / GraphDataFrameBridge.jl
Tools for interoperability between DataFrame objects and LightGraphs and MetaGraphs objects
dataframes graphs hacktoberfest julia juliagraphs
Language:Julia 30
pandas-sqlalchemy-tutorial
hackersandslackers / pandas-sqlalchemy-tutorial
:panda_face: :computer: Load or insert data into a SQL database using Pandas DataFrames.
python pandas data-science data-analysis pandas-sqlalchemy-tutorial sqlalchemy tutorial dataframes sql-database
Language:Python 29
isarn / isarn-sketches-spark
Routines and data structures for using isarn-sketches idiomatically in Apache Spark
apache-spark data-sketches data-sketching scala t-digest udaf aggregator spark dataset datasets dataframe dataframes sketching-algorithm python feature-importance pyspark spark-ml variable-importance
Language:Scala 29
JuliaData / DataTables.jl
(DEPRECATED) A rewrite of DataFrames.jl based on Nullable
julia datatables tabular-data dataframes
Language:Julia 29
ocramz / heidi
heidi : tidy data in Haskell
data-mining data-science dataframes dataframe-library dataframe data-analysis tidy-data generic-programming generics algebraic-data-types
Language:Haskell 27
sl-solution / DLMReader.jl
High-performance delimited-file reader and writer for Julia
delimiter csv csv-parser csv-files csv-import julia-language julia threaded high-performance fwf informat dataset delimited-files dataframes
Language:Julia 26
wesselhuising / pandantic
Enriches the Pydantic BaseModel class by adding the ability to validate dataframes using the schema and custom validators of the same BaseModel class.
dataframes pandas pydantic validation
Language:Python 26