|
{"id": {"description": "This sentence-level sentiment analysis dataset (Purwarianti and Crisdayanti, 2019)\nis a collection of comments and reviews in Indonesian obtained from multiple online\nplatforms. The text was crawled and then annotated by several Indonesian linguists\nto construct this dataset. There are three possible sentiments on the SmSA\ndataset: positive, negative, and neutral.", "citation": "@inproceedings{purwarianti2019improving,\n title={Improving Bi-LSTM Performance for Indonesian Sentiment Analysis Using Paragraph Vector},\n author={Ayu Purwarianti and Ida Ayu Putu Ari Crisdayanti},\n booktitle={Proceedings of the 2019 International Conference of Advanced Informatics: Concepts, Theory and Applications (ICAICTA)},\n pages={1--5},\n year={2019},\n organization={IEEE}\n}", "homepage": "https://www.indobenchmark.com/", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "id", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 2209866, "num_examples": 11000, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 249625, "num_examples": 1260, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 77037, "num_examples": 500, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/indobenchmark/indonlu/master/dataset/smsa_doc-sentiment-prosa/train_preprocess.tsv": {"num_bytes": 2186718, "checksum": "50f38ceed9b31521bf1581e126620532cc9b790712938159a2cdcf6906977a9b"}, "https://raw.githubusercontent.com/indobenchmark/indonlu/master/dataset/smsa_doc-sentiment-prosa/valid_preprocess.tsv": {"num_bytes": 246974, "checksum": "6ab41ddc9d58a35086f05ebd2e209c74cb03d87d4f51d6abdfba674eafbefa74"}, "https://raw.githubusercontent.com/indobenchmark/indonlu/master/dataset/smsa_doc-sentiment-prosa/test_preprocess_masked_label.tsv": {"num_bytes": 75537, "checksum": "ecc239ad7a069774954843da50eba266398bab70d0370f74684bf1c107b64e70"}}, "download_size": 2509229, "post_processing_size": null, "dataset_size": 2536528, "size_in_bytes": 5045757}, "en": {"description": "English dataset", "citation": "", "homepage": "https://www.indobenchmark.com/", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "en", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 0, "num_examples": 0, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 0, "num_examples": 0, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 0, "num_examples": 0, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/en/train.tsv": {"num_bytes": 217706, "checksum": "e25dfcb4d3f5fc87caa0e39e0410638dadb1f96f5923b17faea81a0cf5fe66bc"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/en/valid.tsv": {"num_bytes": 38316, "checksum": "84a25a7fe69a000acfd3adbc4aa19da735eeb448970f7f34c9066d298e7ce077"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/en/test.tsv": {"num_bytes": 91275, "checksum": "07514cbb73a28c029e4d7a41fc61f3d9a6d1060412ab392e9ef696ba0a215bb0"}}, "download_size": 347297, "post_processing_size": null, "dataset_size": 0, "size_in_bytes": 347297}, "malay": {"description": "malay dataset.", "citation": "malay citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "malay", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 604050, "num_examples": 4687, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 131107, "num_examples": 1005, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 131107, "num_examples": 1005, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/malay/train.tsv": {"num_bytes": 593973, "checksum": "1d71efe33aacbf55c27f7e6f27dd943e8e1e5e1b500c9820bf98c26747dd5951"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/malay/valid.tsv": {"num_bytes": 128955, "checksum": "b97d8fd3d2825104e986e968ca5f4044967c450209747308618a445249533204"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/malay/test.tsv": {"num_bytes": 128955, "checksum": "b97d8fd3d2825104e986e968ca5f4044967c450209747308618a445249533204"}}, "download_size": 851883, "post_processing_size": null, "dataset_size": 866264, "size_in_bytes": 1718147}, "hindi": {"description": "hindi dataset.", "citation": "hindi citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "hindi", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 164190, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 30186, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 72822, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/hindi/train.tsv": {"num_bytes": 159910, "checksum": "93fa1fdb9f65e60421edb7c52043a70a496f0dbc7ed19dbc333bc2306ddec360"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/hindi/valid.tsv": {"num_bytes": 29441, "checksum": "103811ef3d05c2f4a7c8d8bbbbe73f94c2b34981cb0ebba591122f849c5e873b"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/hindi/test.tsv": {"num_bytes": 70803, "checksum": "2f7aa25ef06262c1f3dde8fee8050f70e21e9ed3b20e04e4f82f57181d11e066"}}, "download_size": 260154, "post_processing_size": null, "dataset_size": 267198, "size_in_bytes": 527352}, "japanese": {"description": "japanese dataset.", "citation": "japanese citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "japanese", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 35732514, "num_examples": 120000, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 872487, "num_examples": 3000, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 885078, "num_examples": 3000, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/japanese/train.tsv": {"num_bytes": 35452525, "checksum": "4854bc15d62eaf9bb1d96a1987c88ba02062ab67d1abe6445cc02f14a3539d09"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/japanese/valid.tsv": {"num_bytes": 865498, "checksum": "e77e4e909ae73e94a0f6700244ff08a91e8ac69cd5a5d62dd0d5de04a1829b72"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/japanese/test.tsv": {"num_bytes": 878089, "checksum": "416b046ffaed3d3ad19d13cca479743e221f670c747665e3beeea53abdca08c2"}}, "download_size": 37196112, "post_processing_size": null, "dataset_size": 37490079, "size_in_bytes": 74686191}, "german": {"description": "german dataset.", "citation": "german citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "german", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 161744, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 26975, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 75922, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/german/train.tsv": {"num_bytes": 157464, "checksum": "fb3559a88cf702c3957cc761d8b1ebd38e791f9645c7eac1f07c7f542b995b29"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/german/valid.tsv": {"num_bytes": 26230, "checksum": "fd556c9da9e7dc7208818e85f08bd022ef29e4b7c91a5f186278528c8e15c146"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/german/test.tsv": {"num_bytes": 73903, "checksum": "c20f8263bfb7c84548e826a561f3e8c0adcc91398be35829a770287ecc194584"}}, "download_size": 257597, "post_processing_size": null, "dataset_size": 264641, "size_in_bytes": 522238}, "italian": {"description": "italian dataset.", "citation": "italian citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "italian", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 189632, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 33777, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 92335, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/italian/train.tsv": {"num_bytes": 185352, "checksum": "93ff2ce957f9ff93691fa61544d22aae08f1ce8c3875c7de26b3b8ffaa8bf4f7"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/italian/valid.tsv": {"num_bytes": 33032, "checksum": "1f35d390b3eded36ea2cb7443ff79356333fb3e72e461d503af90cae1afed66e"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/italian/test.tsv": {"num_bytes": 90316, "checksum": "3d6a5a2edc9357c6786c628983b9b1938fdd2425b816c5d373380ae484436400"}}, "download_size": 308700, "post_processing_size": null, "dataset_size": 315744, "size_in_bytes": 624444}, "english": {"description": "english dataset.", "citation": "english citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "english", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 225695, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 39698, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 92288, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/english/train.tsv": {"num_bytes": 221415, "checksum": "8a16a02ce468727afa68fc8a153e93937383d10fbc25d71326f2498c722701ed"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/english/valid.tsv": {"num_bytes": 38953, "checksum": "f35cff2177d08acbd221a5e3713e71bf0dc6cb1a5e5303c24152f45bbe018dad"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/english/test.tsv": {"num_bytes": 90269, "checksum": "4afbdc2def40eb9fbe9e4ee6e915e103b8c02609dea6572f4a25a6af564f3a8f"}}, "download_size": 350637, "post_processing_size": null, "dataset_size": 357681, "size_in_bytes": 708318}, "portuguese": {"description": "portuguese dataset.", "citation": "portuguese citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "portuguese", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 163243, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 27571, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 76392, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/portuguese/train.tsv": {"num_bytes": 158963, "checksum": "7263cbd24af277d95a3fe592b288a0ca74e94d058bd0f0faf2678af06d413cc1"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/portuguese/valid.tsv": {"num_bytes": 26826, "checksum": "608166be623a421f7501af5585b234cf90021b7a24a9cab0b2e2c7d40751eef2"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/portuguese/test.tsv": {"num_bytes": 74373, "checksum": "8d9383184b26082dfcf29a0f94ec07b2857caa80b2ca74842fec6e07450636b4"}}, "download_size": 260162, "post_processing_size": null, "dataset_size": 267206, "size_in_bytes": 527368}, "french": {"description": "french dataset.", "citation": "french citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "french", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 206711, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 36077, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 95574, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/french/train.tsv": {"num_bytes": 202431, "checksum": "29a7e8735b868542e3b176fe984baf4f97551952e023f24de986da5539a81cef"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/french/valid.tsv": {"num_bytes": 35332, "checksum": "8d66ace183ee66f7f19e57f091f6472b8a903fa23bc804314099d8d26742ffc4"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/french/test.tsv": {"num_bytes": 93555, "checksum": "10410cfa3f5a9e03ff55b2b1d47f6f2bbf669fa25c3c4564ce85fde99b39ac90"}}, "download_size": 331318, "post_processing_size": null, "dataset_size": 338362, "size_in_bytes": 669680}, "spanish": {"description": "spanish dataset.", "citation": "spanish citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "spanish", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 178252, "num_examples": 1839, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 31817, "num_examples": 324, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 85388, "num_examples": 870, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/spanish/train.tsv": {"num_bytes": 173972, "checksum": "de6e3858732bf7f0173727969ab61d2ba8b2bc2820a1facf76d30b175629b78b"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/spanish/valid.tsv": {"num_bytes": 31072, "checksum": "35602c9df8e8b7dbb073ddf02e101d1fd744c8e0f0e96363af8a6801fc484097"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/spanish/test.tsv": {"num_bytes": 83369, "checksum": "f36830a7d16f0ae4bf96b5449cebc0dae2f3379548e1d30f4ca5b79f41fa3480"}}, "download_size": 288413, "post_processing_size": null, "dataset_size": 295457, "size_in_bytes": 583870}, "chinese": {"description": "chinese dataset.", "citation": "chinese citation", "homepage": "", "license": "", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "label": {"num_classes": 3, "names": ["positive", "neutral", "negative"], "id": null, "_type": "ClassLabel"}}, "post_processed": null, "supervised_keys": null, "task_templates": null, "builder_name": "multilingual-sentiments", "config_name": "chinese", "version": {"version_str": "1.0.0", "description": "", "major": 1, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 19594504, "num_examples": 120000, "dataset_name": "multilingual-sentiments"}, "validation": {"name": "validation", "num_bytes": 483801, "num_examples": 3000, "dataset_name": "multilingual-sentiments"}, "test": {"name": "test", "num_bytes": 491534, "num_examples": 3000, "dataset_name": "multilingual-sentiments"}}, "download_checksums": {"https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/chinese/train.tsv": {"num_bytes": 19314515, "checksum": "8bd13f91cdd43c9d891e30c0da2af394743b1bc765ea189433fc3fed4b6fd424"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/chinese/valid.tsv": {"num_bytes": 476812, "checksum": "a14199d22523ff4ff16c318a44543134dc8147d57ad01b7cd8314b3f37007fb5"}, "https://raw.githubusercontent.com/tyqiangz/multilingual-sentiment-datasets/main/data/chinese/test.tsv": {"num_bytes": 484545, "checksum": "9a1833bacfcbcd240256f71f405eae2ec07193380c62cf8b1042e55b3bd1d4e0"}}, "download_size": 20275872, "post_processing_size": null, "dataset_size": 20569839, "size_in_bytes": 40845711}} |