# Data Science & Analytics Quiz vs Python Starter

The clearest difference is ads: Python Starter at none against Data Science & Analytics Quiz's shown. Python Starter also leads on update cadence (every 10 days vs every 4 months). Data Science & Analytics Quiz's advantage is iOS requirement (15.0 vs 17.0). On price, in-app purchases and device support there is nothing between them.

Both are free to download. Data Science & Analytics Quiz sells 3 one-off in-app purchases and Python Starter sells 1 one-off in-app purchase. Whichever you choose, the download price is not the number that matters.

Data Science & Analytics Quiz ships an update every 4 months, Python Starter every 10 days. The most recent releases landed on October 2, 2026 and October 11, 2026 respectively.

## The numbers

| Metric | Data Science & Analytics Quiz | Python Starter |
| --- | --- | --- |
| Price | Free | Free |
| Rating | **[4.8 (6 ratings)](https://appshunter.io/ios/app/data-science-and-analytics-quiz/id6755399452/reviews)** | — |
| Number of ratings | **6** | — |
| In-app purchases | Yes | Yes |
| Ads | Yes | **No** |
| Update frequency | Every 4 months | **Every 10 days** |
| Monetization | Free with in-app purchases | — |
| Size | 48 MB | 91 MB |
| Requires iOS | **15.0** | 17.0 |
| Devices | **iPhone, iPad, iPod** | iPhone, iPad |
| Age rating | 4+ | 4+ |
| Developer | [Shameel Abid](https://appshunter.io/developer/1815213704) | [Dozen Network Technology Co., Ltd.](https://appshunter.io/developer/1765051472) |

## What reviewers say

### Data Science & Analytics Quiz

[App page](https://appshunter.io/ios/app/data-science-and-analytics-quiz/id6755399452)

Test and enhance your knowledge in data science and analytics with AI-generated quizzes. Covers topics like statistics, machine learning, SQL, and data visualization. Features AI explanations and targeted practice sessions for improvement.

**Highlights:** AI-generated quiz questions, AI-powered answer explanations, Improve session for weak areas, Mock interview sessions, Covers statistics, ML, SQL, visualization, AI and collaborative features

**Features:** macOS Compatibility, Vision Pro support

**In-app purchases (3)**

| Purchase | Price | Billing |
| --- | --- | --- |
| 20 AI Credits | $0.99 | one-time |
| 40 AI Credits | $1.99 | one-time |
| Buy VIP | $4.99 | one-time |


### Python Starter

[App page](https://appshunter.io/ios/app/python-starter/id6803324448)

**Features:** macOS Compatibility, Vision Pro support

**In-app purchases (1)**

| Purchase | Price | Billing |
| --- | --- | --- |
| Python Starter IDE Pro | $2.99 | one-time |


## Frequently asked questions

### Is Data Science & Analytics Quiz free?

Data Science & Analytics Quiz is free to download, with in-app purchases available.

### Is Python Starter free?

Python Starter is free to download, with in-app purchases available.

### Do Data Science & Analytics Quiz or Python Starter have ads?

Data Science & Analytics Quiz shows ads; Python Starter does not.

### Which is updated more often, Data Science & Analytics Quiz or Python Starter?

Data Science & Analytics Quiz ships an update every 4 months, and Python Starter every 10 days. Most recently, Data Science & Analytics Quiz was updated on October 2, 2026 and Python Starter on October 11, 2026.

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*Compared by [AppsHunter](https://appshunter.io/) from daily US App Store data. Review summaries are generated from verbatim App Store reviews.*