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Update README.md
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README.md
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## Dataset Description
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This dataset contains filtered and processed code samples from
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### Key Features
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- **Cleaned and Filtered Code**: Samples have been processed to remove outliers in terms of line length and code size
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- **Quality Metrics**: Each sample includes metadata about average line length and line count
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- **Multi-language Support**:
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- **Consistent Format**: All samples follow the same Parquet structure for easy processing
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### Dataset Size
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| Go | 1,750,873 | 20.68 | 81.76 |
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| Java | 1,778,689 | 25.48 | 64.56 |
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| JavaScript | 1,719,140 | 23.31 | 51.29 |
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| Kotlin | 1,589,735 | 27.39 | 42.31 |
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| Python | 1,764,481 | 26.52 | 66.15 |
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| Ruby | 1,758,558 | 22.31 | 33.95 |
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| Rust | 1,341,806 | 27.36 | 190.37 |
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| Scala | 1,322,906 | 31.48 | 94.89 |
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| TypeScript | 1,738,950 | 24.15 | 43.46 |
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- `go.parquet` - Go language samples
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- `java.parquet` - Java language samples
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- `javascript.parquet` - JavaScript language samples
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- `kotlin.parquet` - Kotlin language samples
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- `python.parquet` - Python language samples
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- `ruby.parquet` - Ruby language samples
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- `rust.parquet` - Rust language samples
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- `scala.parquet` - Scala language samples
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- `typescript.parquet` - TypeScript language samples
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## Dataset Description
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This dataset contains filtered and processed code samples from 10 popular programming languages: C, C++, C#, Go, Java, JavaScript, Python, Ruby, Scala, and TypeScript. The dataset was created by filtering source code based on quality metrics, removing outliers, and standardizing the format for machine learning and code analysis applications.
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### Key Features
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- **Cleaned and Filtered Code**: Samples have been processed to remove outliers in terms of line length and code size
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- **Quality Metrics**: Each sample includes metadata about average line length and line count
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- **Multi-language Support**: 10 programming languages represented in separate subsets
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- **Consistent Format**: All samples follow the same Parquet structure for easy processing
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### Dataset Size
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| Go | 1,750,873 | 20.68 | 81.76 |
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| Java | 1,778,689 | 25.48 | 64.56 |
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| JavaScript | 1,719,140 | 23.31 | 51.29 |
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| Python | 1,764,481 | 26.52 | 66.15 |
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| Ruby | 1,758,558 | 22.31 | 33.95 |
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| Scala | 1,322,906 | 31.48 | 94.89 |
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| TypeScript | 1,738,950 | 24.15 | 43.46 |
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- `go.parquet` - Go language samples
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- `java.parquet` - Java language samples
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- `javascript.parquet` - JavaScript language samples
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- `python.parquet` - Python language samples
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- `ruby.parquet` - Ruby language samples
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- `scala.parquet` - Scala language samples
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- `typescript.parquet` - TypeScript language samples
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