{"dcterms:modified":"2025-04-01","dcterms:creator":"Harvard Dataverse","@type":"ore:ResourceMap","schema:additionalType":"Dataverse OREMap Format v1.0.1","dvcore:generatedBy":{"@type":"schema:SoftwareApplication","schema:name":"Dataverse","schema:version":"6.6 build 1829-192cdc4","schema:url":"https://github.com/iqss/dataverse"},"@id":"https://dataverse.harvard.edu/api/datasets/export?exporter=OAI_ORE&persistentId=https://doi.org/10.7910/DVN/SS4LNN","ore:describes":{"citation:datasetContact":[{"citation:datasetContactName":"Pan, Jennifer","citation:datasetContactAffiliation":"Stanford University, Department of Communication","citation:datasetContactEmail":"jp1@stanford.edu"},{"citation:datasetContactName":"Zhang, Pan","citation:datasetContactAffiliation":"Princeton University, Department of Sociology","citation:datasetContactEmail":"hz2@princeton.edu"}],"citation:dsDescription":{"citation:dsDescriptionValue":"Protest event analysis is an important method for the study of collective action and social movements and typically draws on traditional media reports as the data source. We introduce collective action from social media (CASM)—a system that uses convolutional neural networks on image data and recurrent neural networks with long short-term memory on text data in a two-stage classifier to identify social media posts about offline collective action. We implement CASM on Chinese social media data and identify more than 100,000 collective action events from 2010 to 2017 (CASM-China). We evaluate the performance of CASM through cross-validation, out-of-sample validation, and comparisons with other protest data sets. We assess the effect of online censorship and find it does not substantially limit our identification of events. Compared to other protest data sets, CASM-China identifies relatively more rural, land-related protests and relatively few collective action events related to ethnic and religious conflict.","citation:dsDescriptionDate":"2019-06-25"},"publication":{"publicationCitation":"Zhang Han and Jennifer Pan. 2019. “CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media” Sociological Methodology 49: 1-59.","publicationIDType":"doi","publicationIDNumber":"10.1177/0081175019860244"},"author":[{"citation:authorName":"Pan, Jennifer","citation:authorAffiliation":"Stanford University, Department of Communication","authorIdentifierScheme":"ORCID","authorIdentifier":"0000-0002-4818-0122"},{"citation:authorName":"Zhang, Han","citation:authorAffiliation":"Princeton University, Department of Sociology","authorIdentifierScheme":"ORCID","authorIdentifier":"0000-0003-2912-8780"}],"citation:keyword":{"citation:keywordValue":"collective action, deep learning, event data, social media, China"},"subject":"Social Sciences","citation:depositor":"Pan, Jennifer","title":"Replication Data for: CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media","dateOfDeposit":"2019-06-25","citation:notesText":"We recommend you view files in Tree structure and begin with the readme.txt","@id":"https://doi.org/10.7910/DVN/SS4LNN","@type":["ore:Aggregation","schema:Dataset"],"schema:version":"1.0","schema:name":"Replication Data for: CASM: A Deep-Learning Approach for Identifying Collective Action Events with Text and Image Data from Social Media","schema:dateModified":"Tue Jun 25 15:25:13 UTC 2019","schema:datePublished":"2019-06-25","schema:creativeWorkStatus":"RELEASED","schema:license":"http://creativecommons.org/publicdomain/zero/1.0","dvcore:fileTermsOfAccess":{"dvcore:fileRequestAccess":false},"schema:includedInDataCatalog":"Harvard Dataverse","schema:isPartOf":{"schema:name":"Harvard Dataverse","@id":"https://dataverse.harvard.edu/dataverse/harvard","schema:description":"<span><span><span><h3>Share, archive, and get credit for your data. Find and cite data across all research fields.</h3></span></span></span>"},"ore:aggregates":[{"schema:name":"c1c2_precision_recall_crossvalidation.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/5HYIZN","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/5HYIZN&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":339954,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003d290-a8ff4c3ae848","dvcore:currentIngestedName":"c1c2_precision_recall_crossvalidation.tab","dvcore:UNF":"UNF:6:mkyvOgenEhyzR7efni3q8Q==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"7a9c0483c528de29ade20a8873bed0af"}},{"schema:name":"c1c2.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/SQI0WJ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/SQI0WJ&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":137767,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003d4c3-d6f70403f21b","dvcore:currentIngestedName":"c1c2.tab","dvcore:UNF":"UNF:6:rL3sAGsTp2RrS1yDdkgrcQ==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"2cd4954991fbbe3a3ffb1f9ba48c953c"}},{"schema:name":"c1c2_vs_c1_precision_recall.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/QLTY5H","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/QLTY5H","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":13934,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003cbdc-714ea6c2a158","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"bfecec42df5710dda4aa17fcea5b22b0"}},{"schema:name":"c1c2_vs_c1_precision_recall.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/DIQQRJ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/DIQQRJ","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":2655,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003cafd-625c2b7d4901","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"cfc6eea21f4c63541e9fffab937761c1"}},{"schema:name":"c1c2_vs_cross_validation_precision_recall.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/R23RHQ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/R23RHQ","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":29291,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003cdd9-a6154eeafec2","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"e17b4de9c43f5208415474019e28a1e9"}},{"schema:name":"c1c2_vs_cross_validation_precision_recall.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/KTSBBO","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/KTSBBO","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":2484,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003c9dc-82f18ef9b91b","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"12a6a54194073b019f1270d53cc16933"}},{"schema:name":"CASM_c1_deep_text.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/XIXZFJ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/XIXZFJ","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":4706,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000b5e-52cbfc449dc9","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"566328cb7a8049c5982ec576dd37a0fd"}},{"schema:name":"CASM_c2_deep_text.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/JDYGYN","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/JDYGYN","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":2126,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000a81-2fe5d44e5f02","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"d415031861898e6e73ed54ab5070280f"}},{"schema:name":"CASM_divide_irrelevant.R","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure11","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/KUZI9Z","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/KUZI9Z","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":2931,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900e1606-33b7bf1d63f7","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"024675ef262d5d3504a2c3b5cae23f1b"}},{"schema:name":"CASM_generate_predicted_probability_image.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/WEIQ3Q","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/WEIQ3Q","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":2146,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000e0b-f15f92e74fec","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"d9de62895560149d03e2d375582b09e6"}},{"schema:name":"CASM_generate_predicted_probability_text.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/TQBHP1","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/TQBHP1","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":1904,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9000094f-e5d537c515ea","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"db1d9eb0c6427f4ad019d08056f773e6"}},{"schema:name":"CASM_keyword_irrelevant_count.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure7","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/TGD7MK","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/TGD7MK","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":14892,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900d07c6-fe8a3b8180b4","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"b92f76c8836017e0eedc3d76875c2474"}},{"schema:name":"CASM_Wickedonna.R","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure12","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/TBCYRV","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/TBCYRV","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":3213,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900d5fe0-682bb8b82fe6","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"e531b8138c1eaafe1c332e7b759a4d5b"}},{"schema:name":"CN-shi-A.dbf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/TEKVZP","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/TEKVZP","@type":"ore:AggregatedResource","schema:fileFormat":"application/dbf","dvcore:filesize":2843482,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900bc0fc-8a75e641f918","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"402c8722d91dde1e29aa40641b915931"}},{"schema:name":"CN-shi-A.prj","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/EE9TZ7","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/EE9TZ7","@type":"ore:AggregatedResource","schema:fileFormat":"application/prj","dvcore:filesize":437,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900bc25d-e094a8d3b6f4","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"c7511977f2124a85517a0efb6d6ba6ed"}},{"schema:name":"CN-shi-A.sbn","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/ZQNCUV","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/ZQNCUV","@type":"ore:AggregatedResource","schema:fileFormat":"application/sbn","dvcore:filesize":46764,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900bc345-66209a42844c","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"495ee3c5eef7fc9c8da89bcc3d45604e"}},{"schema:name":"CN-shi-A.sbx","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/L94OZX","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/L94OZX","@type":"ore:AggregatedResource","schema:fileFormat":"application/sbx","dvcore:filesize":1580,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900bc421-1b48ccf3d2b4","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"c078f5504aa4d038a0982f565cb3eb5a"}},{"schema:name":"CN-shi-A.shp","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/KHFNN8","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/KHFNN8","@type":"ore:AggregatedResource","schema:fileFormat":"application/shp","dvcore:filesize":53346880,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900c06fc-1805cfe0c22e","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"5e339a2fdb57e719e37fffdf3196c593"}},{"schema:name":"CN-shi-A.shx","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10/prefecture-shapefile","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/PMP7JB","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/PMP7JB","@type":"ore:AggregatedResource","schema:fileFormat":"application/shx","dvcore:filesize":39316,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900c09f7-0f09a6ed1b66","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"6b421c2c4bb275c31e863325eddfff0e"}},{"schema:name":"common_operations.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/JP4Y2E","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/JP4Y2E","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":1830,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000eeb-73252309f0e2","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"f919552e59da8b3f4442fb5806e14e26"}},{"schema:name":"dependency.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/A0TN2J","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/A0TN2J","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":2738,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000d1d-160bceab1bbc","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"dbe26dcdc64eb0157228848a7b5be6c3"}},{"schema:name":"firststage_c1_SVM_NB_precision_recall.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure6","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/LMSRVZ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/LMSRVZ","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":17609,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900cc4fe-90427ca84520","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"7a3df83b0994e9794ab0949a23668ec9"}},{"schema:name":"firststage_c1_SVM_NB.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure6","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/MRSZWA","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/MRSZWA&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":263546,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900cc80c-9b3348334755","dvcore:currentIngestedName":"firststage_c1_SVM_NB.tab","dvcore:UNF":"UNF:6:VueXQuSkwhSwntSBqd6gWg==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"edd1148369654c35dec40a81dec63a6a"}},{"schema:name":"firststage_c1_text_image_precision_recall.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure4","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/DHHQMW","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/DHHQMW","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":22550,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900ad4cd-f1ccdaa71949","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"5f48c1bd72e4fd94dc85d2795d98770e"}},{"schema:name":"firststage_c1_text_image_precision_recall.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure4","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/F8IEN1","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/F8IEN1","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":1581,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900ad359-8d53fc051e1d","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"6ae0971a2bbbbcf91a444e518abd6a68"}},{"schema:name":"firststage_c1_text_image_precision_recall.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure4","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/3XDMXX","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/3XDMXX&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":289041,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900ad7d3-aad977c8f3ef","dvcore:currentIngestedName":"firststage_c1_text_image_precision_recall.tab","dvcore:UNF":"UNF:6:hxAPly5qKIGA1G6HfLHv1Q==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"bc1da5793f751857e85d2fd7310daa9c"}},{"schema:name":"high_frequency_protest_words.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/F2TSZO","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/F2TSZO","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":7611,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002ae9d-d57efa8fd24e","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"8221df85c452eaa8eae8b2da0970d6de"}},{"schema:name":"image.json","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/F9ZBR6","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/F9ZBR6","@type":"ore:AggregatedResource","schema:fileFormat":"application/json","dvcore:filesize":7662,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdecec-e725e5d53fd6","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"885fd25fab7df948a47308702cd00f6b"}},{"schema:name":"jieba.dict.big.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/FTLWDW","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/FTLWDW","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":8583143,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002bb2b-bdc779698f9a","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"62a9df455d0ee5881f099725db8d9d01"}},{"schema:name":"keywordCoverageSet_keyword_prov.txt","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure3","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/QNRESH","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/QNRESH","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":837160,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a1eb4-57b1fabbbb7a","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"54a843cee1db484d9f56fff0878ab37e"}},{"schema:name":"keywordCoverageSet_keyword_year.txt","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure2","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/4XJUWL","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/4XJUWL","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":114914,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900dc862-0d4e8df7ffc8","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"61e2e139963b69b2fe26f0d248654ea8"}},{"schema:name":"keywordCoverageSet.txt","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure1","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/MP3NXZ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/MP3NXZ","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":25990,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900b230e-324f8502ec3d","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"adf7c92cd57d834d30666de8c7e335c7"}},{"schema:name":"keyword_coverage_wickedonna_by_province.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure3","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/2MNTVF","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/2MNTVF","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":346989,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a059e-9e4beceac9a8","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"ac197a6c75bac3664fa9477dc481c738"}},{"schema:name":"keyword_coverage_wickedonna_by_year.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure2","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/WF2ENR","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/WF2ENR","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":208090,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900dc35c-92a55128c510","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"dd30ac6a555cd2fc6416ab51b23fdfc1"}},{"schema:name":"keyword_coverage_wickedonna.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure1","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/XNYN9C","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/XNYN9C","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":11877,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900b1ef5-7f4af7bc6144","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"c95becba98db961b628827e25b97d229"}},{"schema:description":"Also used for plot/SuppFigure7","schema:name":"keyword_search_placebo_count.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure11","schema:version":3,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/XTYK7N","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/XTYK7N&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":10852,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900d0a0c-6769ea7d6563","dvcore:currentIngestedName":"keyword_search_placebo_count.tab","dvcore:UNF":"UNF:6:ZxN0FDr+XlhoWkcNZctu9w==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"d31725a44ca9132413c032e814248f66"}},{"schema:name":"keyword_vs_num_event_700000_fig4.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure4","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/JA9YXG","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/JA9YXG&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":69109,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a8682-ca5c0e4fd951","dvcore:currentIngestedName":"keyword_vs_num_event_700000_fig4.tab","dvcore:UNF":"UNF:6:BOr7j3rkVv5QTcQtfK23Tw==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"432279f6a13ec42eef027d68f77f0463"}},{"schema:name":"keyword_vs_num_event_700000.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure4","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/IEG4YX","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/IEG4YX","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":13515,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a83ee-e3f82dfd06db","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"ba7e6a138603a6cc2aac4f1bc6f83b53"}},{"schema:name":"LSTM_text_dependency.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/M0EPHS","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/M0EPHS","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":3849,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000c3e-d3b6014eeb23","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"68611cf69dbe364e16bc3ff09b467279"}},{"schema:name":"precision_vs_keyword.pdf","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure5","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/2VJNBB","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/2VJNBB","@type":"ore:AggregatedResource","schema:fileFormat":"application/pdf","dvcore:filesize":19190,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900c7431-fd6c958583cc","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"0bf3a511cbb4809313893b4bf48c8c3b"}},{"schema:name":"precision_vs_keyword.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure5","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/FF11SU","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/FF11SU&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":104588,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900c76e1-986c7c907411","dvcore:currentIngestedName":"precision_vs_keyword.tab","dvcore:UNF":"UNF:6:qHEFiyMlqC8j0XwBEChMJQ==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"7446a32d847a9bc881e9cb3d72a323df"}},{"schema:name":"propaganda_media_words.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/UKIOWE","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/UKIOWE","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":509,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002a9ee-d6e832d8447b","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"a1bc6a08f09bc7f2cf91d7ea878dc5c5"}},{"schema:name":"protest_events.csv","dvcore:restricted":false,"dvcore:directoryLabel":"output","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/4N2EUS","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/4N2EUS&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":5408790,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900199d1-9b043dc64fe2","dvcore:currentIngestedName":"protest_events.tab","dvcore:UNF":"UNF:6:wbuMQn7wm4tl11Io3al6oQ==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"a3e399dafe0357c18c850e0a394cc807"}},{"schema:name":"protest_posts.csv","dvcore:restricted":false,"dvcore:directoryLabel":"output","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/KEQPZU","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/KEQPZU","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":227052755,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90018cde-f3fffe3730bb","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"54c0b5acb889b71152588e5604125d77"}},{"schema:name":"protest_region_count_prefecture_log_scale.R","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure10","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/Z8L832","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/Z8L832","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":2224,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900b776c-93a400e18fb8","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"50a4c336d88c642fafc2a9b9d4c322c7"}},{"schema:name":"readme.txt","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":163123,"dvcore:categories":["Documentation"],"@id":"doi:10.7910/DVN/SS4LNN/U0U6TD","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/U0U6TD","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":4918,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffc7c1a-52f32f26f0a3","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"e3245b90afb53678ae1174ecfe232fcc"}},{"schema:name":"requirements.txt","dvcore:restricted":false,"schema:version":1,"dvcore:datasetVersionId":163123,"dvcore:categories":["Documentation"],"@id":"doi:10.7910/DVN/SS4LNN/B1FZ7S","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/B1FZ7S","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":252,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffc7d42-8dd219c2a74e","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"4c3eb3b10aa0826da80d75ab07eb5c78"}},{"schema:name":"secondstage_c2_text_image_precision_recall.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure9","schema:version":2,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/LG7CMY","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/LG7CMY&format=original","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":279984,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9003d0ec-e3d5ff64b37a","dvcore:currentIngestedName":"secondstage_c2_text_image_precision_recall.tab","dvcore:UNF":"UNF:6:NKAiaoqeTkNJgn5gbpy7Cg==","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"34e97e1821b937d2251eba38fbe1e50c"}},{"schema:name":"stopwords1.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/6BUBZP","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/6BUBZP","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":33171,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002bf87-c19258f82248","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"6d1f0322d729d9bb02a7cd98386cbba9"}},{"schema:name":"supfig1.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure1","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/N9RBY0","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/N9RBY0","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":895,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900b21da-3549d3f02f35","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"cbd27b23784f264b3ba64167a9ae2389"}},{"schema:name":"supfig2.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure2","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/2VBTRT","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/2VBTRT","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":1015,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900dc0c3-aba70b374391","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"45627cfc9155b2a0b536b4afeb9c6686"}},{"schema:name":"supfig3.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure3","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/0IAU94","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/0IAU94","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":1613,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a0377-624fa68d4234","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"1a08e1f8db1a7f84b0ef8d42a3ae734c"}},{"schema:name":"supfig4.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure4","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/SPJSDH","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/SPJSDH","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":2565,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900a8254-d01fe8e08250","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"38fec215de1bdf7f0a69aa76fba1dcc4"}},{"schema:name":"supfig5.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure5","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/GJL5BL","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/GJL5BL","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":945,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900c725b-78b64d837898","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"ea64daf3d326d7d256f2c656c276bfc0"}},{"schema:name":"supfig6.r","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure6","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/ZW97UQ","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/ZW97UQ","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":1607,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900cc350-452cc20b3813","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"015f173bbe04cf556ac60627bc026f20"}},{"schema:name":"supfig7.R","dvcore:restricted":false,"dvcore:directoryLabel":"plot/SuppFigure7","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/P6WSSE","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/P6WSSE","@type":"ore:AggregatedResource","schema:fileFormat":"type/x-r-syntax","dvcore:filesize":3177,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900d060e-a2d71f4fc9c1","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"aa0f15068a607a01d12c1b815271f07d"}},{"schema:name":"text-stage1.json","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/3IS0FC","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/3IS0FC","@type":"ore:AggregatedResource","schema:fileFormat":"application/json","dvcore:filesize":15090,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdc570-45f585d2e934","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"89a8f86a1271fdafe843ac1d2cb3e88b"}},{"schema:name":"text-stage2.json","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/88AWK8","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/88AWK8","@type":"ore:AggregatedResource","schema:fileFormat":"application/json","dvcore:filesize":3691,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdc482-9183c4830fad","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"01f6d48037612de554ab63ac5f4921f2"}},{"schema:name":"village_level_dict_reversed.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/DE0AZD","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/DE0AZD","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":927873,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002ad6c-0c69b8cdd584","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"7bcca52a4fdb6b74c53f35802659e4a7"}},{"schema:name":"village_level_dict.txt","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/NZCHXT","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/NZCHXT","@type":"ore:AggregatedResource","schema:fileFormat":"text/plain","dvcore:filesize":1003403,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002a90d-e4ce9df44a8a","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"4a55542530269ea1ff9f7cf30ae79d00"}},{"schema:name":"vocab_pos_grievance.dict","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/D7XPL0","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/D7XPL0","@type":"ore:AggregatedResource","schema:fileFormat":"application/octet-stream","dvcore:filesize":2542865,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002a4e8-1ee93a0404d8","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"931671245e4ea9bba1037ea4b79f706c"}},{"schema:name":"vocab_pos_KGP_50000.dict","dvcore:restricted":false,"dvcore:directoryLabel":"supporting","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/8H7TJ8","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/8H7TJ8","@type":"ore:AggregatedResource","schema:fileFormat":"application/octet-stream","dvcore:filesize":1225912,"dvcore:storageIdentifier":"s3://dvn-cloud:16b9002be92-ced2f63f2a63","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"a947231c58e88a707d811d19f84dff88"}},{"schema:name":"weights_image.h5","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/3JJZNA","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/3JJZNA","@type":"ore:AggregatedResource","schema:fileFormat":"application/x-h5","dvcore:filesize":1019024,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdeff1-c4c2d9e11343","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"0b8f7e6e5f15671354871166d2e69ac6"}},{"schema:name":"weights_text-stage1.h5","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/ZWPJMK","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/ZWPJMK","@type":"ore:AggregatedResource","schema:fileFormat":"application/x-h5","dvcore:filesize":29714656,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdeb80-fab6ef76af27","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"da69d85dc2a2c30fd5313d21d4d4a3b4"}},{"schema:name":"weights_text-stage2.hdf5","dvcore:restricted":false,"dvcore:directoryLabel":"modelfiles","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/DAAKAC","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/DAAKAC","@type":"ore:AggregatedResource","schema:fileFormat":"application/x-hdf5","dvcore:filesize":161159592,"dvcore:storageIdentifier":"s3://dvn-cloud:16b8ffdc05d-83edc13a8982","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"4b98af52a07544cb8344cae29a97679c"}},{"schema:name":"wicked_events_2018-11-29.csv","dvcore:restricted":false,"dvcore:directoryLabel":"plot/Figure12","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/XWCHD8","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/XWCHD8","@type":"ore:AggregatedResource","schema:fileFormat":"text/csv","dvcore:filesize":13534829,"dvcore:storageIdentifier":"s3://dvn-cloud:16b900d7377-a12d4d5709e0","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"22b58602dfae2302e77dab00417536c6"}},{"schema:name":"word_preprocessing.py","dvcore:restricted":false,"dvcore:directoryLabel":"lib","schema:version":1,"dvcore:datasetVersionId":163123,"@id":"doi:10.7910/DVN/SS4LNN/CCOULI","schema:sameAs":"https://dataverse.harvard.edu/api/access/datafile/:persistentId?persistentId=doi:10.7910/DVN/SS4LNN/CCOULI","@type":"ore:AggregatedResource","schema:fileFormat":"text/x-python-script","dvcore:filesize":5986,"dvcore:storageIdentifier":"s3://dvn-cloud:16b90000fcc-6b416f3ee687","dvcore:rootDataFileId":-1,"dvcore:checksum":{"@type":"MD5","@value":"8a187d27ea5e4f9f97742b4218cda0cd"}}],"schema:hasPart":["doi:10.7910/DVN/SS4LNN/5HYIZN","doi:10.7910/DVN/SS4LNN/SQI0WJ","doi:10.7910/DVN/SS4LNN/QLTY5H","doi:10.7910/DVN/SS4LNN/DIQQRJ","doi:10.7910/DVN/SS4LNN/R23RHQ","doi:10.7910/DVN/SS4LNN/KTSBBO","doi:10.7910/DVN/SS4LNN/XIXZFJ","doi:10.7910/DVN/SS4LNN/JDYGYN","doi:10.7910/DVN/SS4LNN/KUZI9Z","doi:10.7910/DVN/SS4LNN/WEIQ3Q","doi:10.7910/DVN/SS4LNN/TQBHP1","doi:10.7910/DVN/SS4LNN/TGD7MK","doi:10.7910/DVN/SS4LNN/TBCYRV","doi:10.7910/DVN/SS4LNN/TEKVZP","doi:10.7910/DVN/SS4LNN/EE9TZ7","doi:10.7910/DVN/SS4LNN/ZQNCUV","doi:10.7910/DVN/SS4LNN/L94OZX","doi:10.7910/DVN/SS4LNN/KHFNN8","doi:10.7910/DVN/SS4LNN/PMP7JB","doi:10.7910/DVN/SS4LNN/JP4Y2E","doi:10.7910/DVN/SS4LNN/A0TN2J","doi:10.7910/DVN/SS4LNN/LMSRVZ","doi:10.7910/DVN/SS4LNN/MRSZWA","doi:10.7910/DVN/SS4LNN/DHHQMW","doi:10.7910/DVN/SS4LNN/F8IEN1","doi:10.7910/DVN/SS4LNN/3XDMXX","doi:10.7910/DVN/SS4LNN/F2TSZO","doi:10.7910/DVN/SS4LNN/F9ZBR6","doi:10.7910/DVN/SS4LNN/FTLWDW","doi:10.7910/DVN/SS4LNN/QNRESH","doi:10.7910/DVN/SS4LNN/4XJUWL","doi:10.7910/DVN/SS4LNN/MP3NXZ","doi:10.7910/DVN/SS4LNN/2MNTVF","doi:10.7910/DVN/SS4LNN/WF2ENR","doi:10.7910/DVN/SS4LNN/XNYN9C","doi:10.7910/DVN/SS4LNN/XTYK7N","doi:10.7910/DVN/SS4LNN/JA9YXG","doi:10.7910/DVN/SS4LNN/IEG4YX","doi:10.7910/DVN/SS4LNN/M0EPHS","doi:10.7910/DVN/SS4LNN/2VJNBB","doi:10.7910/DVN/SS4LNN/FF11SU","doi:10.7910/DVN/SS4LNN/UKIOWE","doi:10.7910/DVN/SS4LNN/4N2EUS","doi:10.7910/DVN/SS4LNN/KEQPZU","doi:10.7910/DVN/SS4LNN/Z8L832","doi:10.7910/DVN/SS4LNN/U0U6TD","doi:10.7910/DVN/SS4LNN/B1FZ7S","doi:10.7910/DVN/SS4LNN/LG7CMY","doi:10.7910/DVN/SS4LNN/6BUBZP","doi:10.7910/DVN/SS4LNN/N9RBY0","doi:10.7910/DVN/SS4LNN/2VBTRT","doi:10.7910/DVN/SS4LNN/0IAU94","doi:10.7910/DVN/SS4LNN/SPJSDH","doi:10.7910/DVN/SS4LNN/GJL5BL","doi:10.7910/DVN/SS4LNN/ZW97UQ","doi:10.7910/DVN/SS4LNN/P6WSSE","doi:10.7910/DVN/SS4LNN/3IS0FC","doi:10.7910/DVN/SS4LNN/88AWK8","doi:10.7910/DVN/SS4LNN/DE0AZD","doi:10.7910/DVN/SS4LNN/NZCHXT","doi:10.7910/DVN/SS4LNN/D7XPL0","doi:10.7910/DVN/SS4LNN/8H7TJ8","doi:10.7910/DVN/SS4LNN/3JJZNA","doi:10.7910/DVN/SS4LNN/ZWPJMK","doi:10.7910/DVN/SS4LNN/DAAKAC","doi:10.7910/DVN/SS4LNN/XWCHD8","doi:10.7910/DVN/SS4LNN/CCOULI"]},"@context":{"author":"http://purl.org/dc/terms/creator","authorIdentifier":"http://purl.org/spar/datacite/AgentIdentifier","authorIdentifierScheme":"http://purl.org/spar/datacite/AgentIdentifierScheme","citation":"https://dataverse.org/schema/citation/","dateOfDeposit":"http://purl.org/dc/terms/dateSubmitted","dcterms":"http://purl.org/dc/terms/","dvcore":"https://dataverse.org/schema/core#","ore":"http://www.openarchives.org/ore/terms/","publication":"http://purl.org/dc/terms/isReferencedBy","publicationCitation":"http://purl.org/dc/terms/bibliographicCitation","publicationIDNumber":"http://purl.org/spar/datacite/ResourceIdentifier","publicationIDType":"http://purl.org/spar/datacite/ResourceIdentifierScheme","schema":"http://schema.org/","subject":"http://purl.org/dc/terms/subject","title":"http://purl.org/dc/terms/title"}}