ydata-profiling
Rath
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ydata-profiling | Rath | |
---|---|---|
43 | 43 | |
11,923 | 3,921 | |
1.5% | 3.4% | |
8.5 | 7.1 | |
7 days ago | 1 day ago | |
Python | TypeScript | |
MIT License | GNU Affero General Public License v3.0 |
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.
ydata-profiling
- FLaNK 25 December 2023
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First 15 Open Source Advent projects
6. Ydata-synthetic and Ydata-profiling by YData | Github | tutorial
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Coding Wonderland: Contribute to YData Profiling and YData Synthetic in this Advent of Code
Send us your North ⭐️: "On the first day of Christmas, my true contributor gave to me..." a star in my GitHub tree! 🎵 If you love these projects too, star ydata-profiling or ydata-synthetic and let your friends know why you love it so much!
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Simulating sales data
If you're not sure about the behaviour of your data (i.e., if the original data has properties like seasonality), you can use ydata-profiling to profile your data first.
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I recorded a Data Science Project using Python and uploaded it on Youtube
Super cool! For EDA, you could give ydata-profiling a spin sometime and speed up the process!
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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?
Rath
- FLaNK Stack for 15 May 2023
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Observable Plot: The JavaScript library for exploratory data visualization
Big fan of D3.js and now there is Observable Plot! I am building several data visualization software for exploratory data analysis:
RATH, auto exploratory data analysis: https://github.com/Kanaries/Rath
GraphicWalker, embeddable data exploration component: https://github.com/Kanaries/graphic-walker
They are using vega-lite for now. But there is a limit of building more fancy and customized visualizations. It seems Plot has a more flexible layer based visualization system that can support larger design space.
Is Plot stable enough now to migrate from vega-lite based system to Plot based? Are there any large milestone or roadmap of Plot in future?
- Show HN: RATH – Open-Source Copilot and Autopilot for Data Analysis
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How to send emails in Node.js (Detailed Steps)
I am also working on an Awesome Open Source project named: RATH. Check it out on GitHub!
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Ask HN: What do you use for basic data analysis, visuals, and graphing?
I'm considering https://github.com/Kanaries/Rath, which seems to be an OSS version of Tableau. Has anyone used it for this type of thing?
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Show HN: Turn Your Pandas Dataframe to a Tableau-Style UI for Visual Analysis
Ah, there’s a really nice profiler implemented in one of their other projects here (AGPLv3): https://github.com/Kanaries/Rath/tree/master/packages/rath-c...
There’s a lot of really nice features in this other tool, the author’s thought of everything: https://github.com/Kanaries/Rath
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6 Ideas for building ChatGPT Chrome Extensions
Don't forget to check out my GitHub project:https://github.com/Kanaries/Rath We are also having a website for RATH now!
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Data Painter – A Different Way to Interact with Your Data
It allows you to do on-flight data labeling, cleaning, or even create new features does not exist in the original dataset. Everything can be done with a brush tool(painter), You can even play with your data with your fingers on mobile. RATH is an open-source alternative to Tableau, but with more automation. Feedback and suggestions are appreciated! Read Data Painter Docs for more details, or check out RATH GitHub.
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MCM/ICM 2023 is Here (Download historical MCM/ICM Problems)
RATH is an Open Source Automated Data Analysis and Visualization tool that can help you uncover insights and patterns in your data quickly and efficiently. Check out RATH Source Code on GitHub and Free RATH Playground.
What are some alternatives?
dtale - Visualizer for pandas data structures
DataProfiler - What's in your data? Extract schema, statistics and entities from datasets
dataframe-go - DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
lux - Automatically visualize your pandas dataframe via a single print! 📊 💡
get-started-with-JAX - The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
evidently - Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
dataprep - Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.
sweetviz - Visualize and compare datasets, target values and associations, with one line of code.
jupyterlab-lsp - Coding assistance for JupyterLab (code navigation + hover suggestions + linters + autocompletion + rename) using Language Server Protocol
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
lux - 👾 Fast and simple video download library and CLI tool written in Go
superset - Apache Superset is a Data Visualization and Data Exploration Platform