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Siuba Alternatives
Similar projects and alternatives to siuba
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Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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vinum
Vinum is a SQL processor for Python, designed for data analysis workflows and in-memory analytics.
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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.
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K3D-jupyter
K3D lets you create 3D plots backed by WebGL with high-level API (surfaces, isosurfaces, voxels, mesh, cloud points, vtk objects, volume renderer, colormaps, etc). The primary aim of K3D-jupyter is to be easy for use as stand alone package like matplotlib, but also to allow interoperation with existing libraries as VTK.
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swifter
A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner (by jmcarpenter2)
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beam
Apache Beam is a unified programming model for Batch and Streaming data processing.
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patchworklib
Patchwork for matplotlib: A subplot manager for intuitive layouts in matplotlib, seaborn, and plotnine.
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data_algebra
Codd method-chained SQL generator and Pandas data processing in Python.
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
siuba reviews and mentions
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Best alternative to Pandas 2023?
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.
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Explorer (Elixir and Polars)
For further inspiration, this is a pretty good-looking "dplyr for Python": https://github.com/machow/siuba
- Unpopular opinion: Matplotlib is a bad library
- A trick to have arbitrary infix operators in Python
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Going from R to Pandas: dplython vs dfply vs plydata
You should follow /u/the75th's advice. However, if you decide to buck that take, I'd look into siuba. I've never heard of those packages you've listed, and have doubts they'd be maintained.
- Tidyverse equivalent in Python?
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R / Tidyverse User -> Python | How to Make it Hurt Less
Check out siuba
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Practical SQL for Data Analysis(what you can do without Pandas)
For what it's worth, I maintain a library called siuba that lets you generate SQL code from pandas methods.
It's crazy to me how people use SELECT * -> pandas, but also how people in SQL type a ton of code over and over.
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How did you become proficient at Pandas?
You might like this https://github.com/machow/siuba although its not very Pythonic at all, but nice for R users who have to use Python occasionally
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A note from our sponsor - InfluxDB
www.influxdata.com | 28 Mar 2024
Stats
machow/siuba is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of siuba is Python.