---
dataset_info:
  features:
  - name: text
    dtype: string
  - name: url
    dtype: string
  - name: dump
    dtype: string
  - name: lang
    dtype: string
  - name: source
    dtype: string
  splits:
  - name: train
    num_bytes: 3124929718.313386
    num_examples: 518410
  download_size: 2971113091
  dataset_size: 3124929718.313386
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- text-generation
language:
- en
- ru
- zh
- es
tags:
- code
pretty_name: k
size_categories:
- 100K<n<1M
---
# Coding Tutorials

This comprehensive dataset consists of **500,000** documents, summing up to around **1.5 billion** tokens. 
Predominantly composed of coding tutorials, it has been meticulously compiled from various web crawl datasets like **RefinedWeb**, **OSCAR**, and **Escorpius**.
The selection process involved a stringent filtering of files using regular expressions to ensure the inclusion of content that contains programming code (most of them).

These tutorials offer more than mere code snippets.
They provide an extensive context, including the rationale behind the code, the problem being addressed, and detailed step-by-step instructions. 
This layered context is helpful for training a code-LM model, enabling it to discern the user intent behind a piece of code and thus facilitating more contextually relevant assistance.
 
### Programming Language Distribution
```
       cpp ▏   39% █████████████████████████
    python ▏   25% ████████████████
      java ▏   16% ██████████
    csharp ▏    3% ██
javascript ▏    1% ▋
    kotlin ▏    1% ▋
     other ▏   14% █████████
```

### Natural language distribution
```
en ▏   80% █████████████████████████
ru ▏   16% █████
zh ▏    2% ▋
es ▏    2% ▋
```