Changes

On December 3, 2024 at 9:59:55 AM UTC, admin:
Changed title to Yelp Dataset (previously Yelp dataset)
Set author of Yelp Dataset to Tiancheng Zhao (previously Yikun Ban)
Updated description of Yelp Dataset from
The dataset used in this paper is a collection of reviews for products, with a focus on opinion summarization. The dataset is used to evaluate the performance of different models for opinion summarization.
to
The Yelp Dataset contains 1.6M reviews and 500K tips by 366K users for 61K businesses; 481K business attributes, such as hours, parking availability, ambience; and check-ins for each of the 61K businesses were gathered over time via a social network of 366K people for a total of 2.9M social edges.
Removed the following tags from Yelp Dataset
Added the following tags to Yelp Dataset
Changed value of field defined_in to https://doi.org/10.48550/arXiv.1705.02668 in Yelp Dataset
Changed value of field extra_authors to [{'extra_author': 'Kyusong Lee', 'orcid': ''}, {'extra_author': 'Maxine Eskenazi', 'orcid': ''}] in Yelp Dataset
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2002.00841', 'https://doi.org/10.48550/arXiv.2205.01714', 'https://doi.org/10.48550/arXiv.1606.07496', 'https://doi.org/10.48550/arXiv.2202.08751', 'https://doi.org/10.1145/3397271.3401167', 'https://doi.org/10.1145/3580305.3599438', 'https://doi.org/10.48550/arXiv.1906.12331', 'https://doi.org/10.1145/3320435.3320441', 'https://doi.org/10.48550/arXiv.2110.10358', 'https://doi.org/10.48550/arXiv.2003.10149', 'https://doi.org/10.48550/arXiv.2004.12585'] in Yelp Dataset
Deleted resource Original Metadata from Yelp Dataset
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Yikun Ban", n 3   "author": "Tiancheng Zhao",
            4   "author_email": "", 4   "author_email": "",
            5   "citation": [ 5   "citation": [
            n 6     "https://doi.org/10.48550/arXiv.2110.03177", n 6     "https://doi.org/10.48550/arXiv.2002.00841",
            7     "https://doi.org/10.48550/arXiv.2305.03784", 7     "https://doi.org/10.48550/arXiv.2205.01714",
            8     "https://doi.org/10.1145/3340531.3411901", 8     "https://doi.org/10.48550/arXiv.1606.07496",
            9     "https://doi.org/10.48550/arXiv.2012.02898", 9     "https://doi.org/10.48550/arXiv.2202.08751",
            10     "https://doi.org/10.1145/3397271.3401167",
            11     "https://doi.org/10.1145/3580305.3599438",
            12     "https://doi.org/10.48550/arXiv.1906.12331",
            13     "https://doi.org/10.1145/3320435.3320441",
            14     "https://doi.org/10.48550/arXiv.2110.10358",
            10     "https://doi.org/10.48550/arXiv.2403.07693", 15     "https://doi.org/10.48550/arXiv.2003.10149",
            11     "https://doi.org/10.48550/arXiv.2201.08643" 16     "https://doi.org/10.48550/arXiv.2004.12585"
            12   ], 17   ],
            13   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700", 18   "creator_user_id": "17755db4-395a-4b3b-ac09-e8e3484ca700",
            n 14   "defined_in": "https://doi.org/10.48550/arXiv.2004.09189", n 19   "defined_in": "https://doi.org/10.48550/arXiv.1705.02668",
            15   "doi": "10.57702/kui0rcj4", 20   "doi": "10.57702/kui0rcj4",
            16   "doi_date_published": "2024-11-25", 21   "doi_date_published": "2024-11-25",
            17   "doi_publisher": "TIB", 22   "doi_publisher": "TIB",
            18   "doi_status": true, 23   "doi_status": true,
            19   "domain": "https://service.tib.eu/ldmservice", 24   "domain": "https://service.tib.eu/ldmservice",
            20   "extra_authors": [ 25   "extra_authors": [
            21     { 26     {
            n 22       "extra_author": "Yuchen Yan", n 27       "extra_author": "Kyusong Lee",
            23       "orcid": "" 28       "orcid": ""
            24     }, 29     },
            25     { 30     {
            n 26       "extra_author": "Arindam Banerjee", n 31       "extra_author": "Maxine Eskenazi",
            27       "orcid": "" 
            28     }, 
            29     { 
            30       "extra_author": "Jingrui He", 
            31       "orcid": "" 32       "orcid": ""
            32     } 33     }
            33   ], 34   ],
            34   "groups": [ 35   "groups": [
            35     { 36     {
            36       "description": "", 37       "description": "",
            n 37       "display_name": "Author Gender Obfuscation", n 38       "display_name": "Business Reviews",
            38       "id": "6cc69fe8-75bc-4f3a-abcd-777ded1e0102", 39       "id": "ce6a582d-9014-44c2-8a12-e24821c36a76",
            39       "image_display_url": "", 40       "image_display_url": "",
            n 40       "name": "author-gender-obfuscation", n 41       "name": "business-reviews",
            41       "title": "Author Gender Obfuscation" 42       "title": "Business Reviews"
            42     }, 43     },
            43     { 44     {
            44       "description": "", 45       "description": "",
            n n 46       "display_name": "Collaborative Filtering",
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            48       "image_display_url": "",
            49       "name": "collaborative-filtering",
            50       "title": "Collaborative Filtering"
            51     },
            52     {
            53       "description": "",
            54       "display_name": "Food Popularity",
            55       "id": "a852494e-1f78-40b8-9de0-6c19bff5d6ac",
            56       "image_display_url": "",
            57       "name": "food-popularity",
            58       "title": "Food Popularity"
            59     },
            60     {
            61       "description": "",
            62       "display_name": "Image Recommendation",
            63       "id": "7eb9c484-0b12-41c3-9b22-ddbd97d917ca",
            64       "image_display_url": "",
            65       "name": "image-recommendation",
            66       "title": "Image Recommendation"
            67     },
            68     {
            69       "description": "",
            70       "display_name": "Location-based Social Networks",
            71       "id": "867ef5ad-7de8-45e6-8d16-bbd7835dd4b5",
            72       "image_display_url": "",
            73       "name": "location-based-social-networks",
            74       "title": "Location-based Social Networks"
            75     },
            76     {
            77       "description": "",
            78       "display_name": "Point-of-Interest Recommendations",
            79       "id": "16b60d6d-8f77-411e-9867-2b0dcb00ae56",
            80       "image_display_url": "",
            81       "name": "point-of-interest-recommendations",
            82       "title": "Point-of-Interest Recommendations"
            83     },
            84     {
            85       "description": "",
            45       "display_name": "Opinion Summarization", 86       "display_name": "Recommendation",
            46       "id": "b7f68239-8f83-462d-80ec-45c431dea160", 87       "id": "7e4565d1-f7e4-4131-b4bc-333129ca4606",
            47       "image_display_url": "", 88       "image_display_url": "",
            n 48       "name": "opinion-summarization", n 89       "name": "recommendation",
            49       "title": "Opinion Summarization" 90       "title": "Recommendation"
            50     }, 91     },
            51     { 92     {
            52       "description": "", 93       "description": "",
            n 53       "display_name": "Rating systems", n 
            54       "id": "893110d6-a218-4b64-8673-7ee605a1971e", 
            55       "image_display_url": "", 
            56       "name": "rating-systems", 
            57       "title": "Rating systems" 
            58     }, 
            59     { 
            60       "description": "", 
            61       "display_name": "Recommender Systems", 94       "display_name": "Recommendation Systems",
            62       "id": "49df3b92-95cb-4ebe-bbfc-7a8513caa324", 95       "id": "23a476ec-059d-4c6a-ba8a-fee88ad51d79",
            63       "image_display_url": "", 96       "image_display_url": "",
            n 64       "name": "recommender-systems", n 97       "name": "recommendation-systems",
            65       "title": "Recommender Systems" 98       "title": "Recommendation Systems"
            99     },
            100     {
            101       "description": "",
            102       "display_name": "Restaurant Recommendation",
            103       "id": "f69c7469-908d-41d5-a24c-deb311f70f79",
            104       "image_display_url": "",
            105       "name": "restaurant-recommendation",
            106       "title": "Restaurant Recommendation"
            107     },
            108     {
            109       "description": "",
            110       "display_name": "Review Credibility Analysis",
            111       "id": "4841201e-46e7-4dc0-9ca5-f85dd5d1a2e7",
            112       "image_display_url": "",
            113       "name": "review-credibility-analysis",
            114       "title": "Review Credibility Analysis"
            66     }, 115     },
            67     { 116     {
            68       "description": "", 117       "description": "",
            69       "display_name": "Sentiment Analysis", 118       "display_name": "Sentiment Analysis",
            70       "id": "73e9ec3f-0231-49ed-90ff-171e0a9bcbb5", 119       "id": "73e9ec3f-0231-49ed-90ff-171e0a9bcbb5",
            71       "image_display_url": "", 120       "image_display_url": "",
            72       "name": "sentiment-analysis", 121       "name": "sentiment-analysis",
            73       "title": "Sentiment Analysis" 122       "title": "Sentiment Analysis"
            74     }, 123     },
            75     { 124     {
            76       "description": "", 125       "description": "",
            n n 126       "display_name": "Social Network",
            127       "id": "1d01a716-85e3-4a2d-b929-1bc55cc55c2d",
            128       "image_display_url": "",
            129       "name": "social-network",
            130       "title": "Social Network"
            131     },
            132     {
            133       "description": "",
            134       "display_name": "Text Analysis",
            135       "id": "c6e4118d-2ceb-49cc-97b8-1ddd4db9ffaa",
            136       "image_display_url": "",
            137       "name": "text-analysis",
            138       "title": "Text Analysis"
            139     },
            140     {
            141       "description": "",
            77       "display_name": "Text Classification", 142       "display_name": "Text Classification",
            78       "id": "0707d099-de73-41dc-85f6-93e4efa6bf14", 143       "id": "0707d099-de73-41dc-85f6-93e4efa6bf14",
            79       "image_display_url": "", 144       "image_display_url": "",
            80       "name": "text-classification", 145       "name": "text-classification",
            81       "title": "Text Classification" 146       "title": "Text Classification"
            82     }, 147     },
            83     { 148     {
            84       "description": "", 149       "description": "",
            n n 150       "display_name": "Text Style Transfer",
            151       "id": "0ded261f-6794-4238-95b7-b7a7d65cec8f",
            152       "image_display_url": "",
            153       "name": "text-style-transfer",
            154       "title": "Text Style Transfer"
            155     },
            156     {
            157       "description": "",
            85       "display_name": "User behavior", 158       "display_name": "User Feedback",
            86       "id": "0b27ef45-c7cf-49e3-94ad-f2d08f589e5c", 159       "id": "4a466a4d-b0db-4d37-a297-79139837c806",
            87       "image_display_url": "", 160       "image_display_url": "",
            n 88       "name": "user-behavior", n 161       "name": "user-feedback",
            89       "title": "User behavior" 162       "title": "User Feedback"
            163     },
            164     {
            165       "description": "",
            166       "display_name": "Yelp",
            167       "id": "d19f38d8-ad25-4751-8da8-c248769b81f2",
            168       "image_display_url": "",
            169       "name": "yelp",
            170       "title": "Yelp"
            90     } 171     }
            91   ], 172   ],
            92   "id": "1378f378-3ddd-4133-b1e5-96d81d3fd891", 173   "id": "1378f378-3ddd-4133-b1e5-96d81d3fd891",
            93   "isopen": false, 174   "isopen": false,
            94   "landing_page": "https://www.yelp.com/dataset", 175   "landing_page": "https://www.yelp.com/dataset",
            95   "license_title": null, 176   "license_title": null,
            96   "link_orkg": "", 177   "link_orkg": "",
            97   "metadata_created": "2024-11-25T14:22:56.974215", 178   "metadata_created": "2024-11-25T14:22:56.974215",
            n 98   "metadata_modified": "2024-12-02T23:23:57.339282", n 179   "metadata_modified": "2024-12-03T09:59:54.342275",
            99   "name": "yelp-dataset", 180   "name": "yelp-dataset",
            n 100   "notes": "The dataset used in this paper is a collection of reviews  n 181   "notes": "The Yelp Dataset contains 1.6M reviews and 500K tips by 
            101 for products, with a focus on opinion summarization. The dataset is  182 366K users for 61K businesses; 481K business attributes, such as 
            102 used to evaluate the performance of different models for opinion  183 hours, parking availability, ambience; and check-ins for each of the 
            103 summarization.", 184 61K businesses were gathered over time via a social network of 366K 
            185 people for a total of 2.9M social edges.",
            104   "num_resources": 1, 186   "num_resources": 0,
            105   "num_tags": 15, 187   "num_tags": 27,
            106   "organization": { 188   "organization": {
            107     "approval_status": "approved", 189     "approval_status": "approved",
            108     "created": "2024-11-25T12:11:38.292601", 190     "created": "2024-11-25T12:11:38.292601",
            109     "description": "", 191     "description": "",
            110     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559", 192     "id": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            111     "image_url": "", 193     "image_url": "",
            112     "is_organization": true, 194     "is_organization": true,
            113     "name": "no-organization", 195     "name": "no-organization",
            114     "state": "active", 196     "state": "active",
            115     "title": "No Organization", 197     "title": "No Organization",
            116     "type": "organization" 198     "type": "organization"
            117   }, 199   },
            118   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 200   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            119   "private": false, 201   "private": false,
            120   "relationships_as_object": [], 202   "relationships_as_object": [],
            121   "relationships_as_subject": [], 203   "relationships_as_subject": [],
            n 122   "resources": [ n 204   "resources": [],
            123     { 
            124       "cache_last_updated": null, 
            125       "cache_url": null, 
            126       "created": "2024-12-03T00:20:35", 
            127       "data": [ 
            128         "dcterms:title", 
            129         "dcterms:accessRights", 
            130         "dcterms:creator", 
            131         "dcterms:description", 
            132         "dcterms:issued", 
            133         "dcterms:language", 
            134         "dcterms:identifier", 
            135         "dcat:theme", 
            136         "dcterms:type", 
            137         "dcat:keyword", 
            138         "dcat:landingPage", 
            139         "dcterms:hasVersion", 
            140         "dcterms:format", 
            141         "mls:task", 
            142         "datacite:isDescribedBy" 
            143       ], 
            144       "description": "The json representation of the dataset with its  
            145 distributions based on DCAT.", 
            146       "format": "JSON", 
            147       "hash": "", 
            148       "id": "a1a78dcc-c228-42cb-9516-95fcef2d9a45", 
            149       "last_modified": "2024-12-02T23:23:57.329854", 
            150       "metadata_modified": "2024-12-02T23:23:57.342209", 
            151       "mimetype": "application/json", 
            152       "mimetype_inner": null, 
            153       "name": "Original Metadata", 
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            158       "state": "active", 
            159       "url":  
            160 resource/a1a78dcc-c228-42cb-9516-95fcef2d9a45/download/metadata.json", 
            161       "url_type": "upload" 
            162     } 
            163   ], 
            164   "services_used_list": "", 205   "services_used_list": "",
            165   "state": "active", 206   "state": "active",
            166   "tags": [ 207   "tags": [
            167     { 208     {
            n n 209       "display_name": "Binary Sentiment Classification",
            210       "id": "02534942-d328-442e-a1f5-ebe7c0c8053a",
            211       "name": "Binary Sentiment Classification",
            212       "state": "active",
            213       "vocabulary_id": null
            214     },
            215     {
            216       "display_name": "Business",
            217       "id": "6fb31fc2-8992-454a-826c-4af4d8a2b3ca",
            218       "name": "Business",
            219       "state": "active",
            220       "vocabulary_id": null
            221     },
            222     {
            223       "display_name": "Business Reviews",
            224       "id": "d105f44e-9cd8-4e78-a8ba-ec58a78d0736",
            225       "name": "Business Reviews",
            226       "state": "active",
            227       "vocabulary_id": null
            228     },
            229     {
            230       "display_name": "Collaborative Filtering",
            231       "id": "55b98fb3-c1fe-441f-a2e5-e069f9d687c1",
            232       "name": "Collaborative Filtering",
            233       "state": "active",
            234       "vocabulary_id": null
            235     },
            236     {
            237       "display_name": "Food Popularity",
            238       "id": "2c45ce32-3c04-4d35-9520-bd45435ff77f",
            239       "name": "Food Popularity",
            240       "state": "active",
            241       "vocabulary_id": null
            242     },
            243     {
            244       "display_name": "Location-based Social Networks",
            245       "id": "a4580112-6eb7-47c4-b5b8-bbcb08346b5f",
            246       "name": "Location-based Social Networks",
            247       "state": "active",
            248       "vocabulary_id": null
            249     },
            250     {
            251       "display_name": "Point-of-Interest Recommendations",
            252       "id": "c3a0713e-7433-4994-bc8b-34d24a4ee27f",
            253       "name": "Point-of-Interest Recommendations",
            254       "state": "active",
            255       "vocabulary_id": null
            256     },
            257     {
            168       "display_name": "Author Gender Obfuscation", 258       "display_name": "Recommendation",
            169       "id": "092cffda-7add-4131-a017-6a5bb569f9ef", 259       "id": "0da197d8-ae8d-4381-a1f3-afdeb038bed2",
            170       "name": "Author Gender Obfuscation", 260       "name": "Recommendation",
            261       "state": "active",
            262       "vocabulary_id": null
            263     },
            264     {
            265       "display_name": "Recommendation Systems",
            266       "id": "d5b7a251-8138-4651-b00f-83e7e2c063a6",
            267       "name": "Recommendation Systems",
            268       "state": "active",
            269       "vocabulary_id": null
            270     },
            271     {
            272       "display_name": "Restaurant Recommendation",
            273       "id": "b81b1c2b-9484-4d5c-b208-0845b31326b6",
            274       "name": "Restaurant Recommendation",
            275       "state": "active",
            276       "vocabulary_id": null
            277     },
            278     {
            279       "display_name": "Reviews",
            280       "id": "5bfe020a-48b1-4723-aa38-bab9f297abf0",
            281       "name": "Reviews",
            171       "state": "active", 282       "state": "active",
            172       "vocabulary_id": null 283       "vocabulary_id": null
            173     }, 284     },
            174     { 285     {
            175       "display_name": "Sentiment Analysis", 286       "display_name": "Sentiment Analysis",
            176       "id": "8523cc06-351a-4eef-b126-04451cbc0d13", 287       "id": "8523cc06-351a-4eef-b126-04451cbc0d13",
            177       "name": "Sentiment Analysis", 288       "name": "Sentiment Analysis",
            178       "state": "active", 289       "state": "active",
            179       "vocabulary_id": null 290       "vocabulary_id": null
            180     }, 291     },
            181     { 292     {
            n 182       "display_name": "Text Analysis", n 293       "display_name": "Social Media",
            183       "id": "1e046b3d-9150-4494-a56a-5c6eeea2423e", 294       "id": "b485936d-4587-46d6-bbcd-40224d18c059",
            184       "name": "Text Analysis", 295       "name": "Social Media",
            296       "state": "active",
            297       "vocabulary_id": null
            298     },
            299     {
            300       "display_name": "Social Network",
            301       "id": "1e1ca6fe-54c3-421f-ad9c-fa0574bb0a1b",
            302       "name": "Social Network",
            185       "state": "active", 303       "state": "active",
            186       "vocabulary_id": null 304       "vocabulary_id": null
            187     }, 305     },
            188     { 306     {
            189       "display_name": "Text Classification", 307       "display_name": "Text Classification",
            190       "id": "daa24bd4-9e49-4ef5-870a-f51681ab0a20", 308       "id": "daa24bd4-9e49-4ef5-870a-f51681ab0a20",
            191       "name": "Text Classification", 309       "name": "Text Classification",
            192       "state": "active", 310       "state": "active",
            193       "vocabulary_id": null 311       "vocabulary_id": null
            194     }, 312     },
            195     { 313     {
            n n 314       "display_name": "Text Style Transfer",
            315       "id": "d5d4a94e-8a5e-4163-887d-3bd89f0bac7b",
            316       "name": "Text Style Transfer",
            317       "state": "active",
            318       "vocabulary_id": null
            319     },
            320     {
            321       "display_name": "User Feedback",
            322       "id": "520bb7ef-9070-4ebe-9ed6-49aa50b344bc",
            323       "name": "User Feedback",
            324       "state": "active",
            325       "vocabulary_id": null
            326     },
            327     {
            196       "display_name": "Yelp", 328       "display_name": "Yelp",
            197       "id": "40278406-1d40-48df-a8a8-3fd7fb0725ae", 329       "id": "40278406-1d40-48df-a8a8-3fd7fb0725ae",
            198       "name": "Yelp", 330       "name": "Yelp",
            199       "state": "active", 331       "state": "active",
            200       "vocabulary_id": null 332       "vocabulary_id": null
            201     }, 333     },
            202     { 334     {
            n n 335       "display_name": "Yelp Dataset",
            336       "id": "456db082-90a3-4496-85eb-f3eb3c1b753d",
            337       "name": "Yelp Dataset",
            338       "state": "active",
            339       "vocabulary_id": null
            340     },
            341     {
            342       "display_name": "Yelp dataset",
            343       "id": "997e8833-5c44-4e50-949e-fcb3e9e75b72",
            344       "name": "Yelp dataset",
            345       "state": "active",
            346       "vocabulary_id": null
            347     },
            348     {
            349       "display_name": "business descriptions",
            350       "id": "2ee22f06-e231-4e05-9506-eb03ae4a4406",
            351       "name": "business descriptions",
            352       "state": "active",
            353       "vocabulary_id": null
            354     },
            355     {
            203       "display_name": "Yelp reviews", 356       "display_name": "business reviews",
            204       "id": "f7a5f612-c8ae-4296-8138-e2e292a25fb2", 357       "id": "0cfb37e8-e98c-4709-ad3d-c2e789bfb2e0",
            205       "name": "Yelp reviews", 358       "name": "business reviews",
            206       "state": "active", 359       "state": "active",
            207       "vocabulary_id": null 360       "vocabulary_id": null
            208     }, 361     },
            209     { 362     {
            n 210       "display_name": "opinion summarization", n 363       "display_name": "image recommendation",
            211       "id": "3faf3dcd-d686-481c-9095-aaafd8fa0ea1", 364       "id": "69d2f416-321f-473e-9c39-ceedd2239ad6",
            212       "name": "opinion summarization", 365       "name": "image recommendation",
            213       "state": "active", 366       "state": "active",
            214       "vocabulary_id": null 367       "vocabulary_id": null
            215     }, 368     },
            216     { 369     {
            n 217       "display_name": "products", n 
            218       "id": "5347944f-2fd4-463d-9fe9-9a0e5d1d3374", 
            219       "name": "products", 
            220       "state": "active", 
            221       "vocabulary_id": null 
            222     }, 
            223     { 
            224       "display_name": "rating systems", 370       "display_name": "rating",
            225       "id": "86b8c063-d689-4d3a-afaf-ba56b32d9846", 371       "id": "c436b8fd-3242-49b1-86a1-4e92cf491ed8",
            226       "name": "rating systems", 372       "name": "rating",
            227       "state": "active", 373       "state": "active",
            228       "vocabulary_id": null 374       "vocabulary_id": null
            229     }, 375     },
            230     { 376     {
            n 231       "display_name": "reviews", n 377       "display_name": "restaurant reviews",
            232       "id": "ae505329-b8c6-46cb-b0dc-874ca96da244", 378       "id": "d1b7bbef-af03-4f25-aef9-eedd04df1ea0",
            233       "name": "reviews", 379       "name": "restaurant reviews",
            234       "state": "active", 380       "state": "active",
            235       "vocabulary_id": null 381       "vocabulary_id": null
            236     }, 382     },
            237     { 383     {
            n n 384       "display_name": "review credibility",
            385       "id": "cccdda8e-65c1-4fe3-935b-eae121d0d0e3",
            386       "name": "review credibility",
            387       "state": "active",
            388       "vocabulary_id": null
            389     },
            390     {
            238       "display_name": "sentiment analysis", 391       "display_name": "text analysis",
            239       "id": "ab481ec4-1a05-4f68-96d7-44beb1d10f63", 392       "id": "8dede2ad-b59f-4a39-b2b2-4259c7ebcaea",
            240       "name": "sentiment analysis", 393       "name": "text analysis",
            241       "state": "active", 
            242       "vocabulary_id": null 
            243     }, 
            244     { 
            245       "display_name": "text classification", 
            246       "id": "98d3b2df-ea96-4826-971b-6c5bf64c999d", 
            247       "name": "text classification", 
            248       "state": "active", 
            249       "vocabulary_id": null 
            250     }, 
            251     { 
            252       "display_name": "user behavior", 
            253       "id": "e18714a5-5032-40e8-986b-58765e936678", 
            254       "name": "user behavior", 
            255       "state": "active", 
            256       "vocabulary_id": null 
            257     }, 
            258     { 
            259       "display_name": "user-item interaction map", 
            260       "id": "a162d841-018c-489f-8ab1-e575e037f327", 
            261       "name": "user-item interaction map", 
            262       "state": "active", 
            263       "vocabulary_id": null 
            264     }, 
            265     { 
            266       "display_name": "user-item rating matrix", 
            267       "id": "e275cfcc-44bc-4988-a6b7-cb2aac145743", 
            268       "name": "user-item rating matrix", 
            269       "state": "active", 394       "state": "active",
            270       "vocabulary_id": null 395       "vocabulary_id": null
            271     } 396     }
            272   ], 397   ],
            t 273   "title": "Yelp dataset", t 398   "title": "Yelp Dataset",
            274   "type": "dataset", 399   "type": "dataset",
            275   "version": "" 400   "version": ""
            276 } 401 }