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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better ydata-profiling alternative or higher similarity.
ydata-profiling reviews and mentions
Posts with mentions or reviews of ydata-profiling.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-12.
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pandas-profiling VS Rath - a user suggested alternative
2 projects | 12 Jan 2023
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The Data-Centric AI Community is on Discord 👾
Alternatively, if you found DCAI through pandas-profiling or ydata-synthetic you can find support for your troubleshooting and provide feedback on interesting features!
- [Discussion] - "data sourcing will be more important than model building in the era of foundational model fine-tuning"
- Data profiling as part of a data reliability strategy?
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GitHub repository with helpful python programs to quickly run through datasets and give a brief summary of it's statistics.
As a learning project, this is nice, but for standard use, what would be the advantage of this over just loading a program into Pandas and calling df.describe()? And if you need more complete details on a data set, using the pandas-profiling package?
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[P] You Only Plot Once (YOPO) -> Simple low code visualization library
Nice try making it clickable to generate different charts based on loaded data, but I can't help but notice that YOPO's functionality overlaps with another quite big tool called pandas-profiling. It automatically creates report in html or json format to explore dataset and has been used quite successfully in many production solutions.
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Visions – User defined data type systems
Visions is a python library for working with user defined data type systems. Out of the box, it provides type inference and automated data cleaning of sequence data with backend specific implementations for pandas, spark, python, and numpy. We often use it as a first pass cleaning step when working with tabular data and to simplify the backend logic of both pandas-profiling and our tabular data compression library compressio.
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Show HN: Visions – User defined data type systems
If you're interested in learning more about the project, the original paper is available on JOSS[3] you can also check out our Numpy Global 2020 talk[4]
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Mar 2023
Stats
Basic ydata-profiling repo stats
32
10,353
7.8
7 days ago
ydataai/ydata-profiling is an open source project licensed under MIT License which is an OSI approved license.
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