Add files using upload-large-folder tool

README.md

@@ -6,6 +6,8 @@ language_creators:
 - expert-generated
 language:
 - code
+- ru
+- en
 license: other
 multilinguality:
 - multilingual
@@ -16,42 +18,133 @@ source_datasets:
 - original
 task_categories:
 - text-generation
-task_ids:
-- language-modeling
+tags:
+- code
+- russian
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: "data.parquet"
+  default: true
+dataset_info:
+  features:
+  - name: file_text
+    dtype: string
+  - name: language
+    dtype: string
+  - name: file_name
+    dtype: string
 ---
 
-# Dataset Card for GitVerse Code Dataset
+# GitVerse Code Dataset
+
+## Dataset Description
+
+This dataset was compiled from code repositories hosted on [GitVerse](https://gitverse.ru), a Russian code hosting platform and an alternative to GitHub in the Russian developer community. GitVerse is used by Russian developers, enterprises, and open-source projects, making this dataset particularly valuable for training code models with Russian language understanding and Russian coding conventions.
 
 ### Dataset Summary
 
-This dataset was compiled from code repositories hosted on the [GitVerse](https://gitverse.ru) platform, a Russian GitHub alternative. The platform is set to open for all users in early 2024.
+| Statistic | Value |
+|-----------|-------|
+| **Total Files** | 2,802,994 |
+| **Total Repositories** | 9,014 |
+| **Total Size** | 2 GB (compressed Parquet) |
+| **Programming Languages** | 416 |
+| **File Format** | Parquet (single file) |
+
+### Key Features
 
-The dataset includes code from **9,014** repositories, spanning **419** different file types as identified by [github-linguist](https://github.com/github-linguist/linguist). It has been deduplicated and filtered to remove binary files, resulting in **30 GB** of unique code extracted from over **400 GB** of analyzed data. The dataset contains **2,804,216** unique code files processed. Each entry in the dataset represents a single file, including its content, identified language, and a unique filename.
+- **Russian code corpus**: Contains code from over 9,000 repositories, many featuring Russian comments, documentation, and variable names
+- **Diverse language coverage**: Spans 416 programming languages identified by [github-linguist](https://github.com/github-linguist/linguist)
 
 ### Languages
 
-The dataset includes multiple programming languages, with the specific language of each file identified using [github-linguist](https://github.com/github-linguist/linguist).
+The dataset includes 416 programming languages. The top 30 languages by file count:
+
+| Rank | Language | File Count |
+|------|----------|------------|
+| 1 | C | 580,713 |
+| 2 | JavaScript | 275,744 |
+| 3 | C++ | 197,896 |
+| 4 | Shell | 166,527 |
+| 5 | Python | 116,065 |
+| 6 | Markdown | 112,811 |
+| 7 | TypeScript | 107,867 |
+| 8 | Java | 88,429 |
+| 9 | PHP | 80,341 |
+| 10 | Makefile | 77,619 |
+| 11 | XML | 75,320 |
+| 12 | Go | 69,155 |
+| 13 | C# | 68,185 |
+| 14 | Text | 65,677 |
+| 15 | JSON | 64,253 |
+| 16 | SVG | 58,107 |
+| 17 | HTML | 43,261 |
+| 18 | YAML | 40,178 |
+| 19 | Unity3D Asset | 33,917 |
+| 20 | Rust | 32,872 |
+| 21 | LLVM | 29,819 |
+| 22 | Unix Assembly | 27,672 |
+| 23 | Roff | 25,884 |
+| 24 | CSS | 21,809 |
+| 25 | TSX | 21,637 |
+| 26 | reStructuredText | 19,683 |
+| 27 | Perl | 18,576 |
+| 28 | Gettext Catalog | 17,071 |
+| 29 | Diff | 14,225 |
+| 30 | CMake | 14,132 |
 
 ## Dataset Structure
 
 ### Data Fields
 
-This dataset includes the following fields:
+| Field | Type | Description |
+|-------|------|-------------|
+| `file_text` | string | The full text content of the file (UTF-8 encoded) |
+| `language` | string | Programming language as identified by [github-linguist](https://github.com/github-linguist/linguist) |
+| `file_name` | string | A unique identifier for the file within the dataset |
 
-- `file_text`: The full text content of the file (string)
-- `language`: The programming language of the file, as identified by [github-linguist](https://github.com/github-linguist/linguist) (string)
-- `file_name`: A unique identifier for the file within the dataset (string)
+### Data Format
+
+- **Format**: Apache Parquet
+- **File Structure**: Single file (`data.parquet`)
 
 ### Data Splits
 
-All examples are in the train split. There is no validation split.
+All examples are in the train split. There is no validation or test split.
+
+### Example Data Point
+
+```
+{
+    'file_text': 'Процедура ОбработкаПроведения(Отказ, Режим)\n\t// Нерабочий вариант без ошибок\n...',
+    'language': '1C Enterprise',
+    'file_name': '004_work.code.bsl'
+}
+```
+
+## Dataset Creation
+
+### Language Detection
+
+Programming languages are detected using [github-linguist](https://github.com/github-linguist/linguist), GitHub's library for language detection and syntax highlighting.
+
+### Source Data
+
+All data originates from public repositories hosted on [GitVerse](https://gitverse.ru).
+
+## Considerations for Using the Data
 
-## Additional Information
+### Personal and Sensitive Information
 
-### Dataset Curators
+The dataset may contain:
+- Email addresses in code comments or configuration files
+- API keys or credentials that were accidentally committed
+- Personal information in comments or documentation
 
-- [nyuuzyou](https://ducks.party)
+Users should exercise caution and implement appropriate filtering when using this data.
 
-### Ethical Considerations
+### Licensing Information
 
-This dataset has been compiled with an analysis of the licenses used in the repositories to ensure ethical collection and use of the data. Users of this dataset should respect the rights of the authors and use the data responsibly.
+This dataset is a collection of source code from repositories with various licenses. Any use of all or part of the code gathered in this dataset must abide by the terms of the original licenses, including attribution clauses when relevant. Users of this dataset should respect the rights of the authors and use the data responsibly.

data.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2f347f60f7154df236ceda0a21d5584b60b9bb86865f9fc112aa8a06bd9cb70
+size 2113644971