db-benchmark vs Julia-DataFrames-Tutorial

db-benchmark

reproducible benchmark of database-like ops (by duckdblabs)

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duckdblabs.github.io

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Julia-DataFrames-Tutorial

A tutorial on Julia DataFrames package (by bkamins)

Julia data-frame Tutorial

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db-benchmark		Julia-DataFrames-Tutorial
	Project
12	Mentions	2
124	Stars	516
6.5%	Growth	-
8.0	Activity	0.0
4 months ago	Latest Commit	about 1 year ago
R	Language	Jupyter Notebook
Mozilla Public License 2.0	License	MIT License

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

db-benchmark

Posts with mentions or reviews of db-benchmark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-08.

Database-Like Ops Benchmark
1 project | news.ycombinator.com | 9 Mar 2024

1 project | news.ycombinator.com | 16 Jan 2024

1 project | news.ycombinator.com | 7 Dec 2023
Polars
11 projects | news.ycombinator.com | 8 Jan 2024

DuckDB maintains a benchmark of open source database-like tools, including Polars and Pandas
https://duckdblabs.github.io/db-benchmark/
Planning a New Benchmarking for Comparing Filter2Groupby for 3,000 Files (100,000 Rows/Files)
1 project | /r/Python | 6 Jun 2023

1 project | /r/datascience | 6 Jun 2023
Pandas vs. Julia – cheat sheet and comparison
7 projects | news.ycombinator.com | 17 May 2023
Polars supports SQL statement in Python Plus CLI Verion (Polars.exe 24.4MB)
1 project | /r/Python | 11 May 2023

DuckDB is also a SQL/Python app, refer to this benchmark, seem it run very fast https://duckdblabs.github.io/db-benchmark/
The Return of the H2o.ai Database-Like Ops Benchmark
1 project | news.ycombinator.com | 21 Apr 2023
I discovered that the fastest way to create a Pandas DataFrame from a CSV file is to actually use Polars
2 projects | /r/Python | 15 Apr 2023

Julia-DataFrames-Tutorial

Posts with mentions or reviews of Julia-DataFrames-Tutorial. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-17.

Pandas vs. Julia – cheat sheet and comparison
7 projects | news.ycombinator.com | 17 May 2023

To be clear on this: DataFrames, like most of the Julia ecosystem, follows SemVer. DataFrames 1.0 was released over two years ago (March 2021), and the API has been stable ever since.
Furthermore, Bogumil Kaminski, one of the main developers behind DataFrames, makes sure that the DataFrames tutorials he has created here (https://github.com/bkamins/Julia-DataFrames-Tutorial) are updated on every new release.
How do I access a specific column/row based on the column name and/or row value with an indexed table?
2 projects | /r/Julia | 15 Aug 2021

Take a look at the these notebooks: https://github.com/bkamins/Julia-DataFrames-Tutorial

What are some alternatives?

When comparing db-benchmark and Julia-DataFrames-Tutorial you can also consider the following projects:

Tidier.jl - Meta-package for data analysis in Julia, modeled after the R tidyverse.

DataFramesMeta.jl - Metaprogramming tools for DataFrames

IndexedTables.jl - Flexible tables with ordered indices

db-benchmark - reproducible benchmark of database-like ops

Zygote-Mutating-Arrays-WorkAround.jl - A tutorial on how to work around ‘Mutating arrays is not supported’ error while performing automatic differentiation (AD) using the Julia package Zygote.

ISLR.jl - JuliaLang version of "An Introduction to Statistical Learning: With Applications in R"

JuliaTutorials - Learn Julia via interactive tutorials!

JuliaCall - Embed Julia in R

Julia-on-Colab - Notebook for running Julia on Google Colab

RigidBodySim.jl - Simulation and visualization of articulated rigid body systems in Julia