koalas
Koalas: pandas API on Apache Spark (by databricks)
PandasGUI
A GUI for Pandas DataFrames (by adamerose)
koalas | PandasGUI | |
---|---|---|
2 | 8 | |
3,321 | 3,133 | |
0.3% | - | |
4.6 | 4.3 | |
about 2 months ago | 5 months ago | |
Python | Python | |
Apache License 2.0 | MIT No Attribution |
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.
koalas
Posts with mentions or reviews of koalas.
We have used some of these posts to build our list of alternatives
and similar projects.
-
My new company uses Pyspark. I want to learn it before my starting date. Any advice?
If they're using databricks and you're familiar with pandas, koalas should be right up your alley .
-
Spark vs Pandas
If you like excessive use of square brackets.. I mean pandas, you might wanna check out Koalas. Koalas suppose to provide pandas datafrafe API implementation atop of Spark.
PandasGUI
Posts with mentions or reviews of PandasGUI.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-31.
- PandasGUI: A GUI for Pandas DataFrames
-
GUI for a Dynamically Created Dataframe
This works with plotly but does a lot on its own if visualization isn’t the only thing you need, https://github.com/adamerose/PandasGUI
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Error Message Software Installation
the errors aren't exactly the same, but possible solutions on these two suggest it might be an issue with the version of qt or pyqt that was installed: https://github.com/adamerose/pandasgui/issues/56
-
Low-code GUI tools for PySpark?
Similar to the several pandas low-code GUI tools such as [bamboolib](https://bamboolib.8080labs.com) or [PandasGUI](https://github.com/adamerose/PandasGUI), is there something available for PySpark?
- What's the best architecture for communication between a localhost React GUI and local Python app?
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When you've created a finalised dataframe, do any of you convert it into an excel document to help you visualise your data, or am I being inefficient in doing this?
I usually use PandasGui to view or plot DataFrames. If I do export a CSV I'm bringing it into Tabeau or JMP. Excel isn't very good for plotting.
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Plotting in R's ggplot2 vs Python's Matplotlib: Is it just me or is ggplot2 WAY smoother of an experience than Matplotlib?
I'll take this excuse to plug my open source project with a drag and drop UI for quickly making EDA graphs in Plotly https://github.com/adamerose/PandasGUI
What are some alternatives?
When comparing koalas and PandasGUI you can also consider the following projects:
Dask - Parallel computing with task scheduling
dtale - Visualizer for pandas data structures
datacompy - Pandas and Spark DataFrame comparison for humans and more!
pandastable - Table analysis in Tkinter using pandas DataFrames.
popmon - Monitor the stability of a Pandas or Spark dataframe ⚙︎
seaborn - Statistical data visualization in Python