awesome-pandas-alternatives
Awesome list of alternative dataframe libraries in Python. (by baggiponte)
udsb
Unlimited Data-Science Benchmarks for Numeric, Tabular and Graph Workloads (by unum-cloud)
awesome-pandas-alternatives | udsb | |
---|---|---|
1 | 1 | |
29 | 8 | |
- | - | |
10.0 | 4.4 | |
over 1 year ago | about 1 year ago | |
Jupyter Notebook | ||
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.
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.
awesome-pandas-alternatives
Posts with mentions or reviews of awesome-pandas-alternatives.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-12-21.
-
Alternative to Pandas
I am maintaining a small list of [pandas alternatives](https://github.com/baggiponte/awesome-pandas-alternatives) on github, but I guess that for your usecase pandas would be the perfect match.
udsb
Posts with mentions or reviews of udsb.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-21.
-
Benchmarking Pandas, CuDF, Modin, Apache Arrow and Spark on a Billion Taxi Rides dataset
If you are familiar with the API, feel free to contribute sources: repo. We can then rerun on the same hardware for the sake of completeness... But I have a feeling - such libraries will continue popping up.
What are some alternatives?
When comparing awesome-pandas-alternatives and udsb you can also consider the following projects:
awesome-polars - A curated list of Polars talks, tools, examples & articles. Contributions welcome !
eip1559_analysis - Can we estimate the economic impact of EIP-1559 on miners? This repository try to estimate the loss of miners' revenue coming from transactions fees, using Ethereum historical data.
fastexcel - A Python wrapper around calamine
datatable - A Python package for manipulating 2-dimensional tabular data structures
data.table - R's data.table package extends data.frame: