Kastor

Kastor

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A visual data analysis tool for beginners

yejin200401
@yejin200401
Published on Dec 10, 2025
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@Kastor153
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About Kastor

I’m a college student building Kastor as a solo project. Most data tools are either too “toy-like” or way too heavy for beginners. Kastor sits in between: it’s a lightweight, web-based visual flow for people who are curious about data but don’t want to start with code or complex desktop software. 🧩 How it works – Upload a CSV or Excel file – Stack simple conditions (filter / sort / basic math) as blocks – Instantly see a before/after table and a chart so you can understand what each step did Right now it’s mostly used with game logs and small real-world datasets (scores, surveys, simple business data), but I’m working towards a “Validator” node that can flag broken rows before data goes into your systems (missing values, invalid ranges, wrong categories, etc.). I’m especially interested in feedback from: – People who work with data every day and see beginners struggle – Teachers / mentors who want an easier way to let students “touch” real data – Builders who’ve tried KNIME / Orange / Alteryx and have opinions on what confuses new users If you’re up for it, I’d love to see how Kastor behaves on one of your real CSVs and hear where you get stuck.

Product Insights

Kastor is a web-based analytics platform that facilitates visual data manipulation through a block-based interface for filtering and sorting CSV and Excel files. It bridge the gap between basic spreadsheets and complex coding by providing immediate visual feedback for each data transformation step.

  • Web-based availability requires no desktop software installation.
  • Visual flowchart interface eliminates the need for coding or complex syntax.
  • Real-time table and chart previews display the impact of every filter and math block.
  • Supports multiple input formats including CSV and Excel files.

Ideal for: Students, educators, and non-technical users who require a simplified way to analyze game logs, surveys, or business datasets without learning code.

Screenshots

Screenshot 1 of Kastor
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Comments (1)

sayaword
@sayaword

Would look to check it out!