Will pandas eventually become more intuitive?

This page summarizes the projects mentioned and recommended in the original post on /r/Python

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
  • hamilton

    Discontinued A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton (by stitchfix)

  • If your problem is just arithmetic operations in the vein of Excel etc. I saw a great library recently. I could imagine this getting pulled into the main: https://github.com/stitchfix/hamilton/

  • polars

    Dataframes powered by a multithreaded, vectorized query engine, written in Rust

  • polars might click better. Once you learn the expression API, you'll see that googling is much less needed as you can extrapolate that logic.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
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