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README.md
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@@ -3372,6 +3372,70 @@ The final dataset structure is shown in the example below.
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- **exact_duplicates_pubdataset**: boolean flag stating if there are any exact duplicate files found against another public dataset (The Stackv2, The Stack, RedPajama, GithubCode, CodeParrot)
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- **near_duplicates_pubdataset**: boolean flag stating if there are any near duplicate files found against another public dataset (The Stackv2, The Stack, RedPajama, GithubCode, CodeParrot)
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# Usage
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Using the Datasets API, our dataset can be used as follows:
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- **exact_duplicates_pubdataset**: boolean flag stating if there are any exact duplicate files found against another public dataset (The Stackv2, The Stack, RedPajama, GithubCode, CodeParrot)
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- **near_duplicates_pubdataset**: boolean flag stating if there are any near duplicate files found against another public dataset (The Stackv2, The Stack, RedPajama, GithubCode, CodeParrot)
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The distribution of the languages in The Heap is presented in the table below. The third column shows the number of files collected after filtering based on file size and word count. The last column indicates the number of files remaining after removing exact duplicates within the dataset, with exact and near duplicates compared to other datasets flagged among the remaining files.
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### Programming languages included in The Heap
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| **Language** | **Repositories** | **Raw Files** | **Unique Files** |
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| --- | --- | --- | --- |
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| Ada | 676 | 41,367 | 34,068 |
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| Agda | 142 | 5,483 | 3,021 |
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| ANTLR | 101 | 564 | 538 |
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| Apex | 254 | 17,833 | 7,561 |
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| Assembly | 7,100 | 208,896 | 101,093 |
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| C | 50,000 | 16,585,280 | 3,076,470 |
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| C# | 50,000 | 5,906,716 | 3,257,456 |
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| C++ | 50,000 | 14,891,856 | 4,469,823 |
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| Clojure | 27,107 | 380,567 | 269,118 |
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| Cobol | 241 | 2,242 | 1,172 |
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| Common Lisp | 796 | 45,083 | 13,922 |
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| Coq | 477 | 54,137 | 22,549 |
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| Cuda | 1,191 | 26,948 | 12,418 |
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| Crystal | 368 | 11,606 | 6,818 |
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| D | 1,185 | 185,630 | 54,034 |
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| Dart | 11,907 | 484,935 | 412,675 |
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| EJS | 1,475 | 15,513 | 12,832 |
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| Elixir | 2,371 | 643,856 | 102,874 |
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| Emacs Lisp | 377 | 8,260 | 7,312 |
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| Erlang | 1,240 | 55,932 | 27,322 |
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| F# | 876 | 22,152 | 13,282 |
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| Forth | 222 | 28,287 | 5,129 |
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| Go | 50,000 | 8,506,379 | 2,328,529 |
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| Groovy | 2,198 | 60,299 | 47,366 |
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| Hack | 1,379 | 84,916 | 37,189 |
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| Haskell | 8,023 | 122,788 | 106,583 |
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| Java | 50,000 | 6,989,601 | 5,168,193 |
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| JavaScript | 50,000 | 8,289,901 | 1,907,803 |
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| Julia | 2,859 | 46,284 | 36,830 |
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| Kotlin | 21,665 | 1,467,343 | 1,042,136 |
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| Less | 433 | 17,276 | 7,308 |
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| Lua | 42,241 | 4,605,230 | 905,120 |
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| Mathematica | 1,528 | 164,498 | 21,208 |
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| Matlab | 20,828 | 1,051,354 | 599,085 |
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| NetLogo | 332 | 900 | 855 |
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| NewLisp | 35 | 5,819 | 5,123 |
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| Nix | 1,892 | 75,093 | 70,407 |
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| Objective-C | 7,700 | 1,899,714 | 520,332 |
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| OCaml | 1,961 | 121,890 | 60,863 |
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| Pascal | 5,218 | 330,832 | 180,652 |
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| Perl |14,673 | 1,798,520 | 224,753 |
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| PHP | 50,000 | 12,707,727 | 3,310,243 |
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| Processing | 2,950 | 24,723 | 20,304 |
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| Prolog | 1,071 | 38,995 | 17,570 |
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| Python | 50,000 | 2,290,182 | 1,595,919 |
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| R | 44,993 | 589,139 | 11,679 |
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| Raku | 158 | 1384 | 689 |
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| Ruby | 13,378 | 1,579,635 | 662,915 |
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| Rust | 42,847 | 2,496,177 | 802,707 |
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| Scala | 5,893 | 749,370 | 210,630 |
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| Scheme | 1,878 | 106,620 | 50,222 |
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| Scilab | 199 | 4,531 | 3,896 |
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| SQL | 130 | 47,185 | 40,800 |
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| Starlark | 146 | 524 | 487 |
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| Swift | 13,924 | 633,819 | 434,849 |
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| Vue | 14,858 | 457,605 | 321,502 |
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| WebAssembly | 68 | 834 | 544 |
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| Total | 733,564 | 96,945,943 | 32,666,778 |
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# Usage
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Using the Datasets API, our dataset can be used as follows:
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