Best alternative to Pandas 2023?

This page summarizes the projects mentioned and recommended in the original post on /r/datascience
hardware-buttons linkedin-bot template-engine-js

InfluxDB high-performance time series database
Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.
influxdata.com
featured
CodeRabbit: AI Code Reviews for Developers
Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
coderabbit.ai
featured

  1. dtplyr

    Data table backend for dplyr

    https://dtplyr.tidyverse.org/ ?

  2. InfluxDB

    InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

    InfluxDB logo

  3. db-benchmark

    reproducible benchmark of database-like ops

    And what's your rating scale? Objectively, pandas loses in performance against everything relevant. It has a wonky syntax that requires using lambda all over the place or to retype your df name at least twice for many operations.

  4. siuba

    Python library for using dplyr like syntax with pandas and SQL

    I don't know what's best for you, but I can recommend Siuba, a tidy interface for Python to send queries to pandas and SQL-db.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

Suggest a related project

Related posts

  • Method Chaining in Pandas: Bad Form or a Recipe for Success?

    1 project | news.ycombinator.com | 2 Nov 2022

  • Happy Halloween, Pandas! 🎃🤓

    1 project | /r/datascience | 31 Oct 2022

  • Going from R to Pandas: dplython vs dfply vs plydata

    2 projects | /r/datascience | 30 Sep 2021

  • R is far superior to Python for data manipulation.

    2 projects | /r/datascience | 27 Feb 2021

  • Python library for using dplyr like syntax with pandas and SQL

    1 project | /r/programming | 24 Jan 2021
Loading...