# Analyser

> Visual Python-based machine learning and statistical analysis tool with code editor. (iPhone/iPad app by 友辉 严.)

- Source: https://appshunter.io/ios/app/analyser/id1083042861 (this page in markdown: same URL + `.md`)
- Developer: [友辉 严](https://appshunter.io/developer/1083042860)
- Category: Productivity, Developer Tools
- Price: $4.99 (on sale, was $15.99)
- Rating: 4.29/5 from 7 App Store ratings · 13 written reviews indexed
- Age rating: 4+
- Requires: iOS 12.0 · 2.5 GB
- Languages: English, Chinese, Chinese
- Released: 2016-03-02
- Data updated: 2026-07-04
- Monetization: paid
- User reviews in markdown: https://appshunter.io/ios/app/analyser/id1083042861/reviews.md

## What is Analyser?

A visual machine learning/statistical analysis tool based on Python, also includes a simple Python source code editor. includes popular packages: Numpy, Spicy, Tensorflow, scikit-learn, pandas, statsmodels, opencv, scikit-image, ...

## Key features

- Visual machine learning analysis
- Statistical analysis tools
- Python source code editor
- Numpy, Tensorflow, Pandas support
- Scikit-learn and OpenCV integration

## Recent user reviews (10 of 13)

All indexed reviews: https://appshunter.io/ios/app/analyser/id1083042861/reviews.md

### 4/5 — Good foundation

*2019-08-05, version 5.0*

Currently this app has the most extensive and up-to-date python installation of any app. When used with an external code editor it is quite usable. Shortcuts for external keyboards would be appreciated.

### 3/5 — when I open user guide，it broke down and I returned to the desktop

*2019-02-01*

when I open user guide，it broke down and I returned to the desktop

### 1/5 — Rubbish! The user interface is not usable. No web site, no instructions.

*2018-11-12, version 3.8*

Rubbish! The user interface is not usable. No web site, no instructions.

### 4/5 — No User Guide at All

*2018-11-10*

This app could do much better with detailed documentation and friendly UI. It's hard for beginner to figure out the basic/advanced usage. Hope major improvements in user experiences will made in future updates.

### 2/5 — Potentially brilliant

*2018-11-03*

...but so hard to use, and buggy.
(1) The user manual crashes my app.
(2) The code editor is terrible. Perhaps you could edit elsewhere and just drag those files in?
(3) I can’t work out how to open a file (hence my need for the user manual).

### 1/5 — Something is wrong

*2018-09-02*

Unfortunately, there is no User Guide for the iPad, thus I cannot load any data.

### 1/5 — Import

*2018-07-26*

Import of csv is not possible. App always crashes!

### 5/5 — Good communication and fast update

*2018-04-23*

A very good software on iOS. When I face some bug. The communication between me and developer is very good and fast. And also developer help me find out more solutions about my code problem. In my thought, it is more better than Pythonista. Thanks a lot

### 3/5 — Intruiging Idea, but incomplete

*2018-01-08*

This is very close to functional, but suffers from two crucial limitations:

1. Cannot read .rdata flies into the app
2. Defaults to python when running a script
3. Doesn’t have the tidyr suite of packages (ggplot2, etc.)

I think the app developer intended for (1) to work, there is an import from iCloud option, and you can export data sets to the app, in theory. This works for r scripts, but does not work for .Rdata files. The iCloud button is unresponsive, leading me to suspect that the link ha sheen broken in an iOS update. 

The pieces are here for a foundation to do serious work in iOS, and I am thrilled at the prospect. But needs improved interface with both the Dropbox app & Files app to read data. Once that happens, you can conceivably do serious data analysis using iOS devices.

###Update
Got it to import a .rdata file (you have to make your file path “~/Inbox/name.Rdata”. But, the app crashes upon loading data. It just isn’t ready yet, which is a pity because it has potential.

### 5/5 — R on iOS w/ console! Fantastic.

*2017-12-10, version 3.3*

Having access to R with console support is, frankly, awesome. Kudos to the developer for bringing this to iOS.

## Frequently asked questions about Analyser

### What is Analyser?

Analyser is a visual tool for machine learning and statistical analysis that utilizes Python. It also features a simple Python source code editor and supports numerous popular data science packages.

### What Python packages does Analyser include?

Analyser includes popular packages such as Numpy, Spicy, Tensorflow, scikit-learn, pandas, statsmodels, opencv, and scikit-image, among others.

### What devices is Analyser compatible with?

Analyser is compatible with iPhones, iPads, and iPods, making it accessible on various Apple mobile devices.

### How much does Analyser cost?

Analyser is a paid application, priced at $4.99. It does not have in-app purchases or ads.

### Is Analyser suitable for beginners?

While Analyser supports advanced packages like Tensorflow and scikit-learn, its visual interface and simple code editor can be beneficial for users learning machine learning and statistical analysis.

### How often is Analyser updated?

The latest version of Analyser is 6.15, and it was last updated on February 17, 2025, indicating active development and regular updates.

### What is the age rating for Analyser?

Analyser has an age rating of 4+, making it suitable for a wide range of users.

### Does Analyser support collaboration?

The provided description does not mention specific collaboration features. Analyser primarily focuses on individual visual analysis and code editing.

## Version history (last 5 releases)

### 6.15 — 2025-02-17

bugs fixed.

### 6.13 — 2024-09-06

1. added module onnx, add video plugin to opencv.
2. bugs fixed.

### 6.12 — 2024-08-13

Python3.11, Tensorflow 2.12.0, scikit-learn 1.3.1, statsmodels 0.14.0, pandas 2.0.3

### 5.0 — 2019-07-25

1. Upgrade to Python 3.7, scipy 1.3, scikit-image 0.15, statsmodels 0.10. 
2. Add R packages: rgdal, gensim.
3. Bugs fixed.

### 4.0 — 2019-06-02

1. Upgrade to matplotlib-3.0.3
2. Bugs fixed

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## More apps by 友辉 严

- [R Analyst](https://appshunter.io/ios/app/r-analyst/id1173749340)

All apps by 友辉 严: https://appshunter.io/developer/1083042860

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*Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-07-04.*