VENU MADHAV PENTALA

Venu Madhav Pentala

data toy AI

A sleek, powerful tool built to simplify data analysis with AI. Powered by GPT-4o, it’s designed for pros and beginners alike.

Key Features

  • Clean data manually or with AI-driven suggestions.
  • Get natural language insights instantly.
  • Create stunning visualizations effortlessly.
  • Run predictive analytics with a tap.
  • Chat with an AI assistant for data help.

How It Works

  1. Upload your CSV or Excel file (up to 2GB).
  2. Clean with AI suggestions or custom tweaks.
  3. See insights in plain English.
  4. Visualize with dynamic charts.
  5. Predict trends and export results.
Try data toy AI now

Project Showcase

See data toy AI in action with a thyroid dataset.

Raw Data

Age Sex On Thyroxine Query on Thyroxine Antithyroid Med Sick Pregnant Thyroid Surgery
59Ftfffff
54Mffffff
41Ftfffff
27Fffffff
34Fffffff

AI Cleaning

- Fill missing TSH, T3 with mean if measured.
- Convert 'f' to 0, 't' to 1.
- Check age for outliers.
- Standardize sex to 'F' or 'M'.

Cleaned Data

On Sick Pregnant Thyroid Surgery I131 Treatment Query Hypo Query Hyper Lithium Goitre
000000000
000000000
000000000
000000000
000000000

Insights

  • Middle-aged adults prevalent.
  • More females than males.
  • TSH ranges from 0.16 to 4.1.
  • All records positive ('P').

Contact Me

Feel free to reach out to me for collaborations, queries, or just to say hello.