# Learn to Code – Tinkerstellar

> Offline Python Tutorials

Canonical page: [https://chrome-stats.com/d/id1567374120](https://chrome-stats.com/d/id1567374120)

## Overview

- **ID:** `id1567374120`
- **Platform:** Apple
- **Type:** Apple app
- **Status:** Available
- **Publisher:** Rational Matter
- **Category:** Education
- **Rating:** 4.90 / 5 (603 ratings)
- **Version:** 2.1.1
- **Last updated:** 2025-08-26
- **First published:** 2022-01-06
- **Size:** 462 MB
- **Data as of:** 2026-09-14
- **Store listing:** [Apple App Store](https://apps.apple.com/us/app/learn-to-code-tinkerstellar/id1567374120)
- **Website:** [https://tinkerstellar.com](https://tinkerstellar.com/)
- **Privacy policy:** [https://tinkerstellar.com/privacy/](https://tinkerstellar.com/privacy/)

## Description

Learn to Code – Tinkerstellar offers offline Python tutorials with hands-on labs that run on your device. No setup or internet required, thanks to an on-device Python IDE and pre-configured labs that let you practice with real data, libraries, and APIs.

From Python basics to data analysis, visualization, scraping, APIs, and machine learning, you progress at your own pace with instant feedback and practical, real-world projects you can run offline.

## Rankings

- #66,201 — Overall
- #37 — data scraping
- #75 — web scraping

## Review summary

Learn to Code – Tinkerstellar delivers clear, easy-to-follow Python tutorials with built-in code execution, offline access, and broad topic coverage, wrapped in a polished iPad-friendly design. Reviews consistently praise the quality of the writing and the hands-on coding experience. However, the app faces stability issues on iPadOS 18, with crashes on launch and during code runs. Users also cite a confusing purchasing flow, needing to buy multiple labs and lacking a simple all-in-one package or clear pricing path. Overall, it’s a high-value learning tool when stable and properly navigated.

### Pros

- Clear, well-written tutorials with lucid explanations.
- In-app code execution that lets you run code while reading.
- Offline access to Python lessons (works without internet).
- Broad breadth of topics and depth—useful for beginners and advanced learners.
- Attractive, intuitive iPad design and easy-to-use interface.

### Cons

- Stability issues on iPadOS 18, including crashes on launch and during code execution.
- Frustrating purchasing model: multiple labs to buy, no single all-in-one package, and unclear pricing/navigation.

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Source: [Chrome-Stats](https://chrome-stats.com/d/id1567374120)
