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OML4Py Feature Extraction ESA Wiki Model.dsnb
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[{"layout":null,"template":null,"templateConfig":null,"name":"OML4Py Feature Extraction ESA Wiki Model","description":null,"readOnly":false,"type":"high","paragraphs":[{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":null,"title":null,"message":["%md"," "],"enabled":true,"result":{"startTime":1714408604280,"interpreter":"md.high","endTime":1714408604432,"results":[],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":true,"width":12,"hideResult":true,"dynamicFormParams":null,"row":0,"hasTitle":false,"hideVizConfig":true,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":null,"message":["%md","# Explicit Semantic Analysis (ESA) for Text Analytics","","Explicit Semantic Analysis (ESA) supports unsupervised learning for feature extraction of explicit features based on an existing knowledge base, and supervised learning for classification. It is the process of understanding the meaning of a section of text as a combination of the concepts found in the text. Compared to other techniques such as Latent Dirichlet Association (LDA) or Term Frequency-Inverse Document Frequency (TF-IDF), ESA offers some unique benefits. Most notably, it improves text document categorization by calculating `semantic relatedness` (how similar in meaning two words or pieces of text are to each other) between the documents and a set of topics that are explicitly defined and described by humans.","","The Oracle Machine Learning for Python function *oml.esa* extracts text-based features from a corpus of documents and performs document similarity comparisons. All processing occurs inside Oracle Autonomous Database.","","In this notebook, we'll use the Wikipedia Model as an example:",""," - Create an OML4Py proxy ESA model object for the pre-loaded Wikipedia model "," - Examples of using the Wiki ESA model"," - Basic ESA Wiki model features for words"," - Basic ESA Wiki model features for phrases"," - ESA Wiki Model document similarity on phrases"," - ESA Wiki Model document similarity on long phrases","","Copyright (c) 2024 Oracle Corporation ","###### <a href=\"https://oss.oracle.com/licenses/upl/\" onclick=\"return ! window.open('https://oss.oracle.com/licenses/upl/');\">The Universal Permissive License (UPL), Version 1.0<\/a>","---"],"enabled":true,"result":{"startTime":1714408604506,"interpreter":"md.high","endTime":1714408604607,"results":[{"message":"<h1 id=\"explicit-semantic-analysis-esa-for-text-analytics\">Explicit Semantic Analysis (ESA) for Text Analytics<\/h1>\n<p>Explicit Semantic Analysis (ESA) supports unsupervised learning for feature extraction of explicit features based on an existing knowledge base, and supervised learning for classification. It is the process of understanding the meaning of a section of text as a combination of the concepts found in the text. Compared to other techniques such as Latent Dirichlet Association (LDA) or Term Frequency-Inverse Document Frequency (TF-IDF), ESA offers some unique benefits. Most notably, it improves text document categorization by calculating <code>semantic relatedness<\/code> (how similar in meaning two words or pieces of text are to each other) between the documents and a set of topics that are explicitly defined and described by humans.<\/p>\n<p>The Oracle Machine Learning for Python function <em>oml.esa<\/em> extracts text-based features from a corpus of documents and performs document similarity comparisons. All processing occurs inside Oracle Autonomous Database.<\/p>\n<p>In this notebook, we'll use the Wikipedia Model as an example:<\/p>\n<ul>\n<li>Create an OML4Py proxy ESA model object for the pre-loaded Wikipedia model<\/li>\n<li>Examples of using the Wiki ESA model<\/li>\n<li>Basic ESA Wiki model features for words<\/li>\n<li>Basic ESA Wiki model features for phrases<\/li>\n<li>ESA Wiki Model document similarity on phrases<\/li>\n<li>ESA Wiki Model document similarity on long phrases<\/li>\n<\/ul>\n<p>Copyright (c) 2024 Oracle Corporation<\/p>\n<h6 id=\"the-universal-permissive-license-upl-version-10\"><a href=\"https://oss.oracle.com/licenses/upl/\" onclick=\"return ! window.open('https://oss.oracle.com/licenses/upl/');\">The Universal Permissive License (UPL), Version 1.0<\/a><\/h6>\n<hr />\n","type":"HTML"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":true,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":false,"hideVizConfig":true,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":"For more information...","message":["%md","","* <a href=\"https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\" target=\"_blank\">Oracle ADB Documentation<\/a>","* <a href=\"https://github.com/oracle-samples/oracle-db-examples/tree/main/machine-learning\" target=\"_blank\">OML folder on Oracle GitHub<\/a>","* <a href=\"https://www.oracle.com/machine-learning\" target=\"_blank\">OML Web Page<\/a>","* <a href=\"https://www.oracle.com/goto/ml-classification\" target=\"_blank\">OML Classification<\/a>","* <a href=\"https://www.oracle.com/goto/ml-explicit-semantic-analysis\" target=\"_blank\">OML Explicit Semantic Analysis<\/a>"],"enabled":true,"result":{"startTime":1714408604686,"interpreter":"md.high","endTime":1714408604904,"results":[{"message":"<ul>\n<li><a href=\"https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\" target=\"_blank\">Oracle ADB Documentation<\/a><\/li>\n<li><a href=\"https://github.com/oracle-samples/oracle-db-examples/tree/main/machine-learning\" target=\"_blank\">OML folder on Oracle GitHub<\/a><\/li>\n<li><a href=\"https://www.oracle.com/machine-learning\" target=\"_blank\">OML Web Page<\/a><\/li>\n<li><a href=\"https://www.oracle.com/goto/ml-classification\" target=\"_blank\">OML Classification<\/a><\/li>\n<li><a href=\"https://www.oracle.com/goto/ml-explicit-semantic-analysis\" target=\"_blank\">OML Explicit Semantic Analysis<\/a><\/li>\n<\/ul>\n","type":"HTML"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":true,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":true,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":null,"message":["%md","## Using the Wikipedia model as an example","","The model was pre-loaded to the Oracle Autonomous Database because it is a large 800 MB model object.","","Follow the Setup from the template notebook titled `OML Import Wiki ESA Model`.","","Related Oracle blogs:","* <a href=\"https://blogs.oracle.com/machinelearning/how-to-get-started-using-oracle-advanced-analytics-122-new-feature%3a-explicit-semantic-analysis-v2\" onclick=\"return ! window.open('https://blogs.oracle.com/machinelearning/how-to-get-started-using-oracle-advanced-analytics-122-new-feature%3a-explicit-semantic-analysis-v2');\"> New Wikipedia-Based Cognitive Model Available for Text Processing <\/a>","* <a href=\"https://blogs.oracle.com/r/text-analytics-using-a-pre-built-wikipedia-based-topic-model\" onclick=\"return ! window.open('https://blogs.oracle.com/r/text-analytics-using-a-pre-built-wikipedia-based-topic-model');\"> Text Analytics using a pre-built Wikipedia-based Topic Model <\/a>","* <a href=\"https://blogs.oracle.com/r/explicit-semantic-analysis-esa-for-text-analytics\" onclick=\"return ! window.open('https://blogs.oracle.com/r/explicit-semantic-analysis-esa-for-text-analytics');\"> Explicit Semantic Analysis (ESA) for Text Analytics <\/a>","","We need to create the proxy for the existing model into OML4Py"," - If the model is available on the same user, you can use the code:"," In Python: \"esa_wiki_mod = oml.esa(model_name = 'in-db wiki modelname') \""," - If the model is available on a different schema, you need to:"," 1. Run as SYSDBA a \"grant execute on model to <user> or public\" in sql; then"," 2. In Python \"esa_wiki_mod = oml.esa(model_name = 'in-db wiki modelname', model_owner = 'model owner schema name') \""],"enabled":true,"result":{"startTime":1714408609395,"interpreter":"md.high","endTime":1714408609461,"results":[{"message":"<h2 id=\"using-the-wikipedia-model-as-an-example\">Using the Wikipedia model as an example<\/h2>\n<p>The model was pre-loaded to the Oracle Autonomous Database because it is a large 800 MB model object.<\/p>\n<p>Follow the Setup from the template notebook titled <code>OML Import Wiki ESA Model<\/code>.<\/p>\n<p>Related Oracle blogs:<\/p>\n<ul>\n<li><a href=\"https://blogs.oracle.com/machinelearning/how-to-get-started-using-oracle-advanced-analytics-122-new-feature%3a-explicit-semantic-analysis-v2\" onclick=\"return ! window.open('https://blogs.oracle.com/machinelearning/how-to-get-started-using-oracle-advanced-analytics-122-new-feature%3a-explicit-semantic-analysis-v2');\"> New Wikipedia-Based Cognitive Model Available for Text Processing <\/a><\/li>\n<li><a href=\"https://blogs.oracle.com/r/text-analytics-using-a-pre-built-wikipedia-based-topic-model\" onclick=\"return ! window.open('https://blogs.oracle.com/r/text-analytics-using-a-pre-built-wikipedia-based-topic-model');\"> Text Analytics using a pre-built Wikipedia-based Topic Model <\/a><\/li>\n<li><a href=\"https://blogs.oracle.com/r/explicit-semantic-analysis-esa-for-text-analytics\" onclick=\"return ! window.open('https://blogs.oracle.com/r/explicit-semantic-analysis-esa-for-text-analytics');\"> Explicit Semantic Analysis (ESA) for Text Analytics <\/a><\/li>\n<\/ul>\n<p>We need to create the proxy for the existing model into OML4Py<\/p>\n<ul>\n<li>If the model is available on the same user, you can use the code:\nIn Python: "esa_wiki_mod = oml.esa(model_name = 'in-db wiki modelname') "<\/li>\n<li>If the model is available on a different schema, you need to:\n<ol>\n<li>Run as SYSDBA a "grant execute on model to <user> or public" in sql; then<\/li>\n<li>In Python "esa_wiki_mod = oml.esa(model_name = 'in-db wiki modelname', model_owner = 'model owner schema name') "<\/li>\n<\/ol>\n<\/li>\n<\/ul>\n","type":"HTML"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":true,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":false,"hideVizConfig":true,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":null,"title":"Delete existing policies and create new policies for the Wiki Lexer","message":["%python","","# Should be executed in a separate session, otherwise it will not work","cur = cursor()","cur.execute(\"BEGIN ctx_ddl.drop_policy('wiki_txtpol'); EXCEPTION WHEN OTHERS THEN NULL; END;\")","cur.execute(\"BEGIN ctx_ddl.drop_preference( 'wiki_lexer'); EXCEPTION WHEN OTHERS THEN NULL; END;\")","cur.execute(\"BEGIN ctx_ddl.create_preference('wiki_lexer', 'BASIC_LEXER'); END;\")","cur.execute(\"BEGIN ctx_ddl.set_attribute('wiki_lexer', 'INDEX_STEMS', 'ENGLISH'); END;\")","cur.execute(\"BEGIN ctx_ddl.create_policy(policy_name => 'wiki_txtpol', lexer => 'wiki_lexer'); END;\")","cur.close()"],"enabled":false,"result":null,"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":null},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":"Import libraries","message":["%python","","import oml","import pandas as pd"],"enabled":true,"result":{"startTime":1714408605314,"interpreter":"python.high","endTime":1714408607514,"results":[],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"table","title":"Check to see if the WIKI_MODEL is available","message":["%sql","","select MODEL_NAME, MINING_FUNCTION, ALGORITHM, ALGORITHM_TYPE, CREATION_DATE from USER_MINING_MODELS where MODEL_NAME='WIKI_MODEL'"],"enabled":true,"result":{"startTime":1714408607589,"interpreter":"sql.high","endTime":1714408609088,"results":[{"message":"MODEL_NAME\tMINING_FUNCTION\tALGORITHM\tALGORITHM_TYPE\tCREATION_DATE\nWIKI_MODEL\tFEATURE_EXTRACTION\tEXPLICIT_SEMANTIC_ANALYS\tNATIVE\t2023-11-08 19:36:42\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":"Create an OML4Py proxy ESA model object for the pre-loaded Wikipedia model ","message":["%python","","esa_wiki_mod = oml.esa(model_name = 'wiki_model')"],"enabled":true,"result":{"startTime":1714408609164,"interpreter":"python.high","endTime":1714408613665,"results":[],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"table","title":"Check the first 100 rows of the 21.7 mi rows of features","message":["%python","","z.show(esa_wiki_mod.features.head(100).round(4))"],"enabled":true,"result":{"startTime":1714408613750,"interpreter":"python.high","endTime":1714408653998,"results":[{"message":"FEATURE_ID\tATTRIBUTE_NAME\tATTRIBUTE_VALUE\tCOEFFICIENT\n'Adud al-Dawla\tTEXT.ABBAD\tNone\t0.0191\n'Adud al-Dawla\tTEXT.ABBASID\tNone\t0.0249\n'Adud al-Dawla\tTEXT.ABU\tNone\t0.0597\n'Adud al-Dawla\tTEXT.ADUD\tNone\t0.5659\n'Adud al-Dawla\tTEXT.ALABAMA\tNone\t0.2283\n'Adud al-Dawla\tTEXT.ARDASHIR\tNone\t0.0112\n'Adud al-Dawla\tTEXT.AYYAD\tNone\t0.025\n'Adud al-Dawla\tTEXT.BADR\tNone\t0.0099\n'Adud al-Dawla\tTEXT.BAGHDAD\tNone\t0.0459\n'Adud al-Dawla\tTEXT.BAHA\tNone\t0.0105\n'Adud al-Dawla\tTEXT.BAHRAM\tNone\t0.0161\n'Adud al-Dawla\tTEXT.BAKR\tNone\t0.0134\n'Adud al-Dawla\tTEXT.BALOCH\tNone\t0.0105\n'Adud al-Dawla\tTEXT.BAM\tNone\t0.0089\n'Adud al-Dawla\tTEXT.BANI\tNone\t0.0098\n'Adud al-Dawla\tTEXT.BAQILLANI\tNone\t0.0145\n'Adud al-Dawla\tTEXT.BARDAS\tNone\t0.0128\n'Adud al-Dawla\tTEXT.BEDOUIN\tNone\t0.0087\n'Adud al-Dawla\tTEXT.BUYID\tNone\t0.0847\n'Adud al-Dawla\tTEXT.BUYIDS\tNone\t0.0195\n'Adud al-Dawla\tTEXT.BYZANTINES\tNone\t0.0202\n'Adud al-Dawla\tTEXT.BYZANTIUM\tNone\t0.0082\n'Adud al-Dawla\tTEXT.CALIPH\tNone\t0.0232\n'Adud al-Dawla\tTEXT.CARAVANSERAI\tNone\t0.0114\n'Adud al-Dawla\tTEXT.CHILDLESS\tNone\t0.008\n'Adud al-Dawla\tTEXT.CHOSROES\tNone\t0.0135\n'Adud al-Dawla\tTEXT.CONCUBINE\tNone\t0.008\n'Adud al-Dawla\tTEXT.CONSUMMATE\tNone\t0.0082\n'Adud al-Dawla\tTEXT.DAWLA\tNone\t0.7239\n'Adud al-Dawla\tTEXT.DAYLAMITE\tNone\t0.0502\n'Adud al-Dawla\tTEXT.DAYLAMITES\tNone\t0.0143\n'Adud al-Dawla\tTEXT.DESPOT\tNone\t0.0094\n'Adud al-Dawla\tTEXT.DINAR\tNone\t0.0096\n'Adud al-Dawla\tTEXT.DIYAR\tNone\t0.0191\n'Adud al-Dawla\tTEXT.EMBELLISH\tNone\t0.0079\n'Adud al-Dawla\tTEXT.EMIR\tNone\t0.0315\n'Adud al-Dawla\tTEXT.ENRICHMENT\tNone\t0.0081\n'Adud al-Dawla\tTEXT.EUPHRATES\tNone\t0.0087\n'Adud al-Dawla\tTEXT.FADL\tNone\t0.0227\n'Adud al-Dawla\tTEXT.FAKHR\tNone\t0.0276\n'Adud al-Dawla\tTEXT.FARAJ\tNone\t0.0117\n'Adud al-Dawla\tTEXT.GOR\tNone\t0.0113\n'Adud al-Dawla\tTEXT.GORGAN\tNone\t0.0122\n'Adud al-Dawla\tTEXT.GRAMMARIAN\tNone\t0.0093\n'Adud al-Dawla\tTEXT.HAMADAN\tNone\t0.017\n'Adud al-Dawla\tTEXT.HAMDANID\tNone\t0.0188\n'Adud al-Dawla\tTEXT.HAMDANIDS\tNone\t0.0259\n'Adud al-Dawla\tTEXT.HARUN\tNone\t0.0101\n'Adud al-Dawla\tTEXT.HASAN\tNone\t0.0151\n'Adud al-Dawla\tTEXT.HORMUZ\tNone\t0.0109\n'Adud al-Dawla\tTEXT.HUSAIN\tNone\t0.0149\n'Adud al-Dawla\tTEXT.HUSAYN\tNone\t0.0096\n'Adud al-Dawla\tTEXT.IBN\tNone\t0.0843\n'Adud al-Dawla\tTEXT.ILYAS\tNone\t0.017\n'Adud al-Dawla\tTEXT.IMAD\tNone\t0.0333\n'Adud al-Dawla\tTEXT.IMAM\tNone\t0.0117\n'Adud al-Dawla\tTEXT.IMPALE\tNone\t0.009\n'Adud al-Dawla\tTEXT.IMRAN\tNone\t0.0095\n'Adud al-Dawla\tTEXT.IRRIGATE\tNone\t0.0081\n'Adud al-Dawla\tTEXT.ISFAHAN\tNone\t0.0144\n'Adud al-Dawla\tTEXT.ISFANDIYAR\tNone\t0.0147\n'Adud al-Dawla\tTEXT.ISHAQ\tNone\t0.01\n'Adud al-Dawla\tTEXT.IZZ\tNone\t0.1291\n'Adud al-Dawla\tTEXT.KAKI\tNone\t0.0116\n'Adud al-Dawla\tTEXT.KARBALA\tNone\t0.011\n'Adud al-Dawla\tTEXT.KARD\tNone\t0.0138\n'Adud al-Dawla\tTEXT.KARUN\tNone\t0.0115\n'Adud al-Dawla\tTEXT.KERMAN\tNone\t0.0322\n'Adud al-Dawla\tTEXT.KERMANSHAH\tNone\t0.0117\n'Adud al-Dawla\tTEXT.KHALAF\tNone\t0.0117\n'Adud al-Dawla\tTEXT.KHORRAMSHAHR\tNone\t0.0135\n'Adud al-Dawla\tTEXT.KHUSRAW\tNone\t0.0776\n'Adud al-Dawla\tTEXT.KHUZESTAN\tNone\t0.011\n'Adud al-Dawla\tTEXT.KURD\tNone\t0.013\n'Adud al-Dawla\tTEXT.LAQAB\tNone\t0.0138\n'Adud al-Dawla\tTEXT.MAKAN\tNone\t0.0229\n'Adud al-Dawla\tTEXT.MAKRAN\tNone\t0.0178\n'Adud al-Dawla\tTEXT.MANSUR\tNone\t0.009\n'Adud al-Dawla\tTEXT.MARSHY\tNone\t0.0085\n'Adud al-Dawla\tTEXT.MARZUBAN\tNone\t0.0221\n'Adud al-Dawla\tTEXT.MOBAD\tNone\t0.0146\n'Adud al-Dawla\tTEXT.MOSUL\tNone\t0.0191\n'Adud al-Dawla\tTEXT.MU\tNone\t0.0489\n'Adud al-Dawla\tTEXT.MUDAR\tNone\t0.0131\n'Adud al-Dawla\tTEXT.MUFID\tNone\t0.0136\n'Adud al-Dawla\tTEXT.MUQADDASI\tNone\t0.012\n'Adud al-Dawla\tTEXT.NAJAF\tNone\t0.0108\n'Adud al-Dawla\tTEXT.NASIR\tNone\t0.0088\n'Adud al-Dawla\tTEXT.NISHAPUR\tNone\t0.0115\n'Adud al-Dawla\tTEXT.NOMAD\tNone\t0.0077\n'Adud al-Dawla\tTEXT.NOWRUZ\tNone\t0.0115\n'Adud al-Dawla\tTEXT.OMAN\tNone\t0.0116\n'Adud al-Dawla\tTEXT.PATRONIZE\tNone\t0.0116\n'Adud al-Dawla\tTEXT.PERSEPOLIS\tNone\t0.0103\n'Adud al-Dawla\tTEXT.POLEMIC\tNone\t0.0085\n'Adud al-Dawla\tTEXT.QABUS\tNone\t0.0516\n'Adud al-Dawla\tTEXT.QAZVIN\tNone\t0.0116\n'Adud al-Dawla\tTEXT.RAHBA\tNone\t0.0145\n'Adud al-Dawla\tTEXT.RECONQUER\tNone\t0.0082\n'Adud al-Dawla\tTEXT.RUKN\tNone\t0.0786\n'Adud al-Dawla\tTEXT.RULER\tNone\t0.048\n'Adud al-Dawla\tTEXT.SAFFARID\tNone\t0.0129\n'Adud al-Dawla\tTEXT.SAFFARIDS\tNone\t0.0124\n'Adud al-Dawla\tTEXT.SAHIB\tNone\t0.0134\n'Adud al-Dawla\tTEXT.SAHL\tNone\t0.0168\n'Adud al-Dawla\tTEXT.SAMANIDS\tNone\t0.0176\n'Adud al-Dawla\tTEXT.SAMARRA\tNone\t0.0113\n'Adud al-Dawla\tTEXT.SAMSAM\tNone\t0.021\n'Adud al-Dawla\tTEXT.SASANIAN\tNone\t0.0182\n'Adud al-Dawla\tTEXT.SASANIANS\tNone\t0.0111\n'Adud al-Dawla\tTEXT.SECTARIAN\tNone\t0.0076\n'Adud al-Dawla\tTEXT.SELJUQ\tNone\t0.0105\n'Adud al-Dawla\tTEXT.SHAHANSHAH\tNone\t0.0179\n'Adud al-Dawla\tTEXT.SHAHRAM\tNone\t0.0139\n'Adud al-Dawla\tTEXT.SHAM\tNone\t0.0079\n'Adud al-Dawla\tTEXT.SHATT\tNone\t0.0179\n'Adud al-Dawla\tTEXT.SHAYBAN\tNone\t0.0138\n'Adud al-Dawla\tTEXT.SHIA\tNone\t0.0115\n'Adud al-Dawla\tTEXT.SHIITE\tNone\t0.0196\n'Adud al-Dawla\tTEXT.SHIRAZ\tNone\t0.0352\n'Adud al-Dawla\tTEXT.SKLEROS\tNone\t0.0142\n'Adud al-Dawla\tTEXT.SOHAR\tNone\t0.0135\n'Adud al-Dawla\tTEXT.SULAIMAN\tNone\t0.0152\n'Adud al-Dawla\tTEXT.SUNNIS\tNone\t0.0146\n'Adud al-Dawla\tTEXT.TABARISTAN\tNone\t0.0185\n'Adud al-Dawla\tTEXT.TAGHLIB\tNone\t0.0335\n'Adud al-Dawla\tTEXT.TAHIR\tNone\t0.0101\n'Adud al-Dawla\tTEXT.TAJ\tNone\t0.0129\n'Adud al-Dawla\tTEXT.TEGIN\tNone\t0.021\n'Adud al-Dawla\tTEXT.TIGRIS\tNone\t0.0091\n'Adud al-Dawla\tTEXT.TRAMPLE\tNone\t0.0088\n'Adud al-Dawla\tTEXT.VIZIER\tNone\t0.0212\n'Adud al-Dawla\tTEXT.ZOROASTRIAN\tNone\t0.0135\n'Ndrangheta\tTEXT.ACOLYTE\tNone\t0.0102\n'Ndrangheta\tTEXT.ACTIVITY\tNone\t0.0285\n'Ndrangheta\tTEXT.ADORATION\tNone\t0.0089\n'Ndrangheta\tTEXT.ANARCHIC\tNone\t0.0102\n'Ndrangheta\tTEXT.ANDR??S\tNone\t0.0079\n'Ndrangheta\tTEXT.ANTIMAFIA\tNone\t0.0345\n'Ndrangheta\tTEXT.ARGENTINIAN\tNone\t0.0085\n'Ndrangheta\tTEXT.ARREST\tNone\t0.0688\n'Ndrangheta\tTEXT.ASPROMONTE\tNone\t0.0138\n'Ndrangheta\tTEXT.AUC\tNone\t0.012\n'Ndrangheta\tTEXT.AUTONOMOUSLY\tNone\t0.0095\n'Ndrangheta\tTEXT.BANDITRY\tNone\t0.0107\n'Ndrangheta\tTEXT.BARBARO\tNone\t0.0347\n'Ndrangheta\tTEXT.BENVENUTO\tNone\t0.0114\n'Ndrangheta\tTEXT.BERLUSCONI\tNone\t0.0101\n'Ndrangheta\tTEXT.BERNARDO\tNone\t0.008\n'Ndrangheta\tTEXT.BIS\tNone\t0.0091\n'Ndrangheta\tTEXT.BKA\tNone\t0.0202\n'Ndrangheta\tTEXT.BLACKMAIL\tNone\t0.0115\n'Ndrangheta\tTEXT.BLEAK\tNone\t0.0082\n'Ndrangheta\tTEXT.BND\tNone\t0.0125\n'Ndrangheta\tTEXT.BOCCIA\tNone\t0.014\n'Ndrangheta\tTEXT.BONANNO\tNone\t0.0287\n'Ndrangheta\tTEXT.BOSS\tNone\t0.0476\n'Ndrangheta\tTEXT.BROKERAGE\tNone\t0.0091\n'Ndrangheta\tTEXT.BUNDESNACHRICHTENDIENST\tNone\t0.0206\n'Ndrangheta\tTEXT.BUSINESSPEOPLE\tNone\t0.0104\n'Ndrangheta\tTEXT.CALABRIA\tNone\t0.2034\n'Ndrangheta\tTEXT.CALABRIAN\tNone\t0.0951\n'Ndrangheta\tTEXT.CAMORRA\tNone\t0.0244\n'Ndrangheta\tTEXT.CANNED\tNone\t0.0087\n'Ndrangheta\tTEXT.CANS\tNone\t0.0086\n'Ndrangheta\tTEXT.CANTO\tNone\t0.0086\n'Ndrangheta\tTEXT.CAPO\tNone\t0.014\n'Ndrangheta\tTEXT.CARABINIERI\tNone\t0.0221\n'Ndrangheta\tTEXT.CARMELO\tNone\t0.0152\n'Ndrangheta\tTEXT.CARMINE\tNone\t0.0181\n'Ndrangheta\tTEXT.CARTEL\tNone\t0.0125\n'Ndrangheta\tTEXT.CATANZARO\tNone\t0.0189\n'Ndrangheta\tTEXT.CISTERNA\tNone\t0.0131\n'Ndrangheta\tTEXT.CLAN\tNone\t0.0965\n'Ndrangheta\tTEXT.CLANDESTINE\tNone\t0.0077\n'Ndrangheta\tTEXT.COCAINE\tNone\t0.0904\n'Ndrangheta\tTEXT.COHESION\tNone\t0.0082\n'Ndrangheta\tTEXT.COLLEGIAL\tNone\t0.011\n'Ndrangheta\tTEXT.COLUCCIO\tNone\t0.0349\n'Ndrangheta\tTEXT.COMMISSO\tNone\t0.0811\n'Ndrangheta\tTEXT.CONTRABAND\tNone\t0.0094\n'Ndrangheta\tTEXT.CORRADO\tNone\t0.0105\n'Ndrangheta\tTEXT.CORRIERE\tNone\t0.0111\n'Ndrangheta\tTEXT.COSA\tNone\t0.0311\n'Ndrangheta\tTEXT.COSENZA\tNone\t0.0124\n'Ndrangheta\tTEXT.COSIMO\tNone\t0.0357\n'Ndrangheta\tTEXT.COSMIN\tNone\t0.0197\n'Ndrangheta\tTEXT.COUNCILORS\tNone\t0.0137\n'Ndrangheta\tTEXT.COURAGEOUS\tNone\t0.008\n'Ndrangheta\tTEXT.CRIME\tNone\t0.064\n'Ndrangheta\tTEXT.CRIMINAL\tNone\t0.0497\n'Ndrangheta\tTEXT.CRIMINOLOGIST\tNone\t0.0162\n'Ndrangheta\tTEXT.DEALERSHIP\tNone\t0.0081\n'Ndrangheta\tTEXT.DEBTOR\tNone\t0.009\n'Ndrangheta\tTEXT.DECADENT\tNone\t0.0092\n'Ndrangheta\tTEXT.DEFIANT\tNone\t0.0088\n'Ndrangheta\tTEXT.DEFRAUD\tNone\t0.0092\n'Ndrangheta\tTEXT.DEMARIA\tNone\t0.0223\n'Ndrangheta\tTEXT.DEMETRIO\tNone\t0.0117\n'Ndrangheta\tTEXT.DIA\tNone\t0.0093\n'Ndrangheta\tTEXT.DIENST\tNone\t0.0124\n'Ndrangheta\tTEXT.DIREZIONE\tNone\t0.015\n'Ndrangheta\tTEXT.DISASSEMBLE\tNone\t0.0088\n'Ndrangheta\tTEXT.DNR\tNone\t0.0191\n'Ndrangheta\tTEXT.DOMENICO\tNone\t0.0124\n'Ndrangheta\tTEXT.DOUGH\tNone\t0.0092\n'Ndrangheta\tTEXT.DRUG\tNone\t0.0576\n'Ndrangheta\tTEXT.ECSTASY\tNone\t0.013\n'Ndrangheta\tTEXT.EDITORE\tNone\t0.0123\n'Ndrangheta\tTEXT.EMBEZZLE\tNone\t0.0097\n'Ndrangheta\tTEXT.ENNOBLE\tNone\t0.0095\n'Ndrangheta\tTEXT.ERICA\tNone\t0.0088\n'Ndrangheta\tTEXT.ERNESTO\tNone\t0.0126\n'Ndrangheta\tTEXT.ESTE\tNone\t0.0083\n'Ndrangheta\tTEXT.EUROPOL\tNone\t0.0185\n'Ndrangheta\tTEXT.EVASION\tNone\t0.0082\n'Ndrangheta\tTEXT.EXCOMMUNICATE\tNone\t0.0083\n'Ndrangheta\tTEXT.EXCOMMUNICATION\tNone\t0.009\n'Ndrangheta\tTEXT.EXONERATE\tNone\t0.0084\n'Ndrangheta\tTEXT.EXPORTATION\tNone\t0.0104\n'Ndrangheta\tTEXT.EXTORT\tNone\t0.009\n'Ndrangheta\tTEXT.EXTORTION\tNone\t0.0471\n'Ndrangheta\tTEXT.EXTRADITE\tNone\t0.0137\n'Ndrangheta\tTEXT.EXTRADITION\tNone\t0.0178\n'Ndrangheta\tTEXT.FAIRFAX\tNone\t0.008\n'Ndrangheta\tTEXT.FAMILIAL\tNone\t0.0081\n'Ndrangheta\tTEXT.FAUSTO\tNone\t0.0103\n'Ndrangheta\tTEXT.FELICE\tNone\t0.0093\n'Ndrangheta\tTEXT.FERRARIS\tNone\t0.0108\n'Ndrangheta\tTEXT.FIANC??E\tNone\t0.0079\n'Ndrangheta\tTEXT.FICO\tNone\t0.0125\n'Ndrangheta\tTEXT.FINANZA\tNone\t0.0191\n'Ndrangheta\tTEXT.FORZA\tNone\t0.0097\n'Ndrangheta\tTEXT.FRAUDULENT\tNone\t0.0078\n'Ndrangheta\tTEXT.FRAUDULENTLY\tNone\t0.01\n'Ndrangheta\tTEXT.FRAUENFELD\tNone\t0.0202\n'Ndrangheta\tTEXT.FREELOAD\tNone\t0.0144\n'Ndrangheta\tTEXT.FREEMASONRY\tNone\t0.0094\n'Ndrangheta\tTEXT.GAMBINO\tNone\t0.0209\n'Ndrangheta\tTEXT.GANGLAND\tNone\t0.0115\n'Ndrangheta\tTEXT.GERACE\tNone\t0.0137\n'Ndrangheta\tTEXT.GETTY\tNone\t0.0182\n'Ndrangheta\tTEXT.GIACOMO\tNone\t0.008\n'Ndrangheta\tTEXT.GIANCARLO\tNone\t0.0097\n'Ndrangheta\tTEXT.GIOIA\tNone\t0.0167\n'Ndrangheta\tTEXT.GIORGI\tNone\t0.0104\n'Ndrangheta\tTEXT.GIORNALE\tNone\t0.0126\n'Ndrangheta\tTEXT.GIOVANI\tNone\t0.0122\n'Ndrangheta\tTEXT.GIUSEPPE\tNone\t0.0476\n'Ndrangheta\tTEXT.GONZI\tNone\t0.0451\n'Ndrangheta\tTEXT.GRASSO\tNone\t0.0122\n'Ndrangheta\tTEXT.GTA\tNone\t0.0111\n'Ndrangheta\tTEXT.GUARDIA\tNone\t0.0141\n'Ndrangheta\tTEXT.GUIDO\tNone\t0.0162\n'Ndrangheta\tTEXT.HANDOVER\tNone\t0.0089\n'Ndrangheta\tTEXT.HELVETICA\tNone\t0.012\n'Ndrangheta\tTEXT.HEROIN\tNone\t0.0115\n'Ndrangheta\tTEXT.HEROISM\tNone\t0.0085\n'Ndrangheta\tTEXT.HIERARCHICALLY\tNone\t0.0107\n'Ndrangheta\tTEXT.ILLICIT\tNone\t0.0116\n'Ndrangheta\tTEXT.ILVA\tNone\t0.0143\n'Ndrangheta\tTEXT.IMPORTATION\tNone\t0.008\n'Ndrangheta\tTEXT.IMPORTER\tNone\t0.0083\n'Ndrangheta\tTEXT.INCONSPICUOUS\tNone\t0.0105\n'Ndrangheta\tTEXT.INDICTABLE\tNone\t0.0118\n'Ndrangheta\tTEXT.INEFFICIENT\tNone\t0.0078\n'Ndrangheta\tTEXT.INFILTRATE\tNone\t0.0207\n'Ndrangheta\tTEXT.INFILTRATION\tNone\t0.0243\n'Ndrangheta\tTEXT.INFORMANT\tNone\t0.008\n'Ndrangheta\tTEXT.INTIMIDATION\tNone\t0.0077\n'Ndrangheta\tTEXT.INVESTIGATION\tNone\t0.0323\n'Ndrangheta\tTEXT.IONIAN\tNone\t0.009\n'Ndrangheta\tTEXT.IONIC\tNone\t0.0083\n'Ndrangheta\tTEXT.IRB\tNone\t0.015\n'Ndrangheta\tTEXT.ITALIAN\tNone\t0.0672\n'Ndrangheta\tTEXT.ITALIANO\tNone\t0.015\n'Ndrangheta\tTEXT.ITALY\tNone\t0.0721\n'Ndrangheta\tTEXT.JOERG\tNone\t0.0143\n'Ndrangheta\tTEXT.J??N\tNone\t0.0104\n'Ndrangheta\tTEXT.KIDNAPPING\tNone\t0.0146\n'Ndrangheta\tTEXT.KILOGRAM\tNone\t0.0082\n'Ndrangheta\tTEXT.KIN\tNone\t0.0078\n'Ndrangheta\tTEXT.LAUNDER\tNone\t0.0643\n'Ndrangheta\tTEXT.LEGITIMATIZING\tNone\t0.0102\n'Ndrangheta\tTEXT.LEGITIMIZE\tNone\t0.0082\n'Ndrangheta\tTEXT.LEPORE\tNone\t0.0126\n'Ndrangheta\tTEXT.LETIZIA\tNone\t0.0121\n'Ndrangheta\tTEXT.LIBRI\tNone\t0.0101\n'Ndrangheta\tTEXT.LINCHPIN\tNone\t0.0115\n'Ndrangheta\tTEXT.LOCALE\tNone\t0.0191\n'Ndrangheta\tTEXT.LOCRI\tNone\t0.0199\n'Ndrangheta\tTEXT.LOMBARDY\tNone\t0.0173\n'Ndrangheta\tTEXT.LUCA\tNone\t0.0422\n'Ndrangheta\tTEXT.LUMIA\tNone\t0.013\n'Ndrangheta\tTEXT.MAFIA\tNone\t0.1348\n'Ndrangheta\tTEXT.MAFIOSO\tNone\t0.0163\n'Ndrangheta\tTEXT.MAIDA\tNone\t0.0103\n'Ndrangheta\tTEXT.MALICIOUS\tNone\t0.0081\n'Ndrangheta\tTEXT.MANCUSO\tNone\t0.0118\n'Ndrangheta\tTEXT.MANLY\tNone\t0.0086\n'Ndrangheta\tTEXT.MARTINO\tNone\t0.0093\n'Ndrangheta\tTEXT.MATERIALIZED\tNone\t0.0094\n'Ndrangheta\tTEXT.MAXI\tNone\t0.0089\n'Ndrangheta\tTEXT.METICULOUSLY\tNone\t0.009\n'Ndrangheta\tTEXT.MILITIAMAN\tNone\t0.0091\n'Ndrangheta\tTEXT.MOBSTER\tNone\t0.0087\n'Ndrangheta\tTEXT.MONTEVIDEO\tNone\t0.0141\n'Ndrangheta\tTEXT.MORABITO\tNone\t0.0221\n'Ndrangheta\tTEXT.MULTIMILLIONAIRE\tNone\t0.0119\n'Ndrangheta\tTEXT.MUSICA\tNone\t0.0094\n'Ndrangheta\tTEXT.M??RIA\tNone\t0.0132\n'Ndrangheta\tTEXT.NARCOTIC\tNone\t0.0119\n'Ndrangheta\tTEXT.NATIONALE\tNone\t0.0079\n'Ndrangheta\tTEXT.NDRANGHETA\tNone\t0.8697\n'Ndrangheta\tTEXT.NEAPOLITAN\tNone\t0.009\n'Ndrangheta\tTEXT.NOSTRA\tNone\t0.03\n'Ndrangheta\tTEXT.OMERT??\tNone\t0.014\n'Ndrangheta\tTEXT.ONORATA\tNone\t0.0149\n'Ndrangheta\tTEXT.ONORE\tNone\t0.0202\n'Ndrangheta\tTEXT.OPERAZIONE\tNone\t0.0143\n'Ndrangheta\tTEXT.ORDEAL\tNone\t0.0083\n'Ndrangheta\tTEXT.ORDINATE\tNone\t0.0087\n'Ndrangheta\tTEXT.OVERHEAR\tNone\t0.008\n'Ndrangheta\tTEXT.PADRINO\tNone\t0.0139\n'Ndrangheta\tTEXT.PALERMO\tNone\t0.0082\n'Ndrangheta\tTEXT.PALMI\tNone\t0.0143\n'Ndrangheta\tTEXT.PAOLI\tNone\t0.0109\n'Ndrangheta\tTEXT.PAPALIA\tNone\t0.0149\n'Ndrangheta\tTEXT.PARLOR\tNone\t0.0079\n'Ndrangheta\tTEXT.PASQUALE\tNone\t0.0144\n'Ndrangheta\tTEXT.PASTRY\tNone\t0.0086\n'Ndrangheta\tTEXT.PDL\tNone\t0.0114\n'Ndrangheta\tTEXT.PELLE\tNone\t0.0173\n'Ndrangheta\tTEXT.PENTITO\tNone\t0.0137\n'Ndrangheta\tTEXT.PESCE\tNone\t0.0126\n'Ndrangheta\tTEXT.PINO\tNone\t0.0095\n'Ndrangheta\tTEXT.PIZZERIA\tNone\t0.0107\n'Ndrangheta\tTEXT.PLANCK\tNone\t0.0091\n'Ndrangheta\tTEXT.POL??CIA\tNone\t0.0131\n'Ndrangheta\tTEXT.POMACE\tNone\t0.0137\n'Ndrangheta\tTEXT.POROUS\tNone\t0.0088\n'Ndrangheta\tTEXT.PREEMINENCE\tNone\t0.0107\n'Ndrangheta\tTEXT.PRESTI\tNone\t0.014\n'Ndrangheta\tTEXT.PRIMORDIAL\tNone\t0.0085\n'Ndrangheta\tTEXT.PRINCIPALE\tNone\t0.0135\n'Ndrangheta\tTEXT.PROVINCIA\tNone\t0.0159\n'Ndrangheta\tTEXT.PUNTA\tNone\t0.0089\n'Ndrangheta\tTEXT.QUAIL\tNone\t0.0142\n'Ndrangheta\tTEXT.QUESTIONNAIRE\tNone\t0.0089\n'Ndrangheta\tTEXT.QUINTAL\tNone\t0.0132\n'Ndrangheta\tTEXT.QUINTINO\tNone\t0.0136\n'Ndrangheta\tTEXT.RACKETEER\tNone\t0.0091\n'Ndrangheta\tTEXT.RAFFAELE\tNone\t0.0103\n'Ndrangheta\tTEXT.RAPACIOUS\tNone\t0.0118\n'Ndrangheta\tTEXT.RCMP\tNone\t0.01\n'Ndrangheta\tTEXT.RECHERCHE\tNone\t0.0104\n'Ndrangheta\tTEXT.REGGIO\tNone\t0.0522\n'Ndrangheta\tTEXT.REMO\tNone\t0.0093\n'Ndrangheta\tTEXT.ROCCO\tNone\t0.0223\n'Ndrangheta\tTEXT.ROSMINI\tNone\t0.0142\n'Ndrangheta\tTEXT.SALVATORE\tNone\t0.0213\n'Ndrangheta\tTEXT.SANGU\tNone\t0.0213\n'Ndrangheta\tTEXT.SAVIANO\tNone\t0.013\n'Ndrangheta\tTEXT.SAW\tNone\t0.0089\n'Ndrangheta\tTEXT.SCANDALOUS\tNone\t0.0087\n'Ndrangheta\tTEXT.SEBASTIANO\tNone\t0.0102\n'Ndrangheta\tTEXT.SECRETIVE\tNone\t0.0086\n'Ndrangheta\tTEXT.SEMINARA\tNone\t0.0148\n'Ndrangheta\tTEXT.SERGI\tNone\t0.024\n'Ndrangheta\tTEXT.SERUM\tNone\t0.008\n'Ndrangheta\tTEXT.SHARKING\tNone\t0.0193\n'Ndrangheta\tTEXT.SICILIAN\tNone\t0.0468\n'Ndrangheta\tTEXT.SILENCER\tNone\t0.0109\n'Ndrangheta\tTEXT.SILI\tNone\t0.0131\n'Ndrangheta\tTEXT.SILVIO\tNone\t0.0089\n'Ndrangheta\tTEXT.SIMONETTA\tNone\t0.013\n'Ndrangheta\tTEXT.SINDICATO\tNone\t0.0212\n'Ndrangheta\tTEXT.SKIM\tNone\t0.0195\n'Ndrangheta\tTEXT.SLOVAK\tNone\t0.0118\n'Ndrangheta\tTEXT.SMARTPHONE\tNone\t0.0084\n'Ndrangheta\tTEXT.SMER\tNone\t0.0149\n'Ndrangheta\tTEXT.SMUGGLE\tNone\t0.026\n'Ndrangheta\tTEXT.SOCIET??\tNone\t0.0103\n'Ndrangheta\tTEXT.SOLLIMA\tNone\t0.014\n'Ndrangheta\tTEXT.SOTTO\tNone\t0.0108\n'Ndrangheta\tTEXT.SOUTH_DAKOTA\tNone\t0.008\n'Ndrangheta\tTEXT.SPARKASSE\tNone\t0.0137\n'Ndrangheta\tTEXT.STEFANO\tNone\t0.0121\n'Ndrangheta\tTEXT.SUBSERVIENT\tNone\t0.0138\n'Ndrangheta\tTEXT.SUBSTANTIATE\tNone\t0.0085\n'Ndrangheta\tTEXT.SUBUNIT\tNone\t0.0091\n'Ndrangheta\tTEXT.SUPERORDINATE\tNone\t0.0337\n'Ndrangheta\tTEXT.SUPERVISORY\tNone\t0.0082\n'Ndrangheta\tTEXT.TARANTO\tNone\t0.0099\n'Ndrangheta\tTEXT.TAURO\tNone\t0.0198\n'Ndrangheta\tTEXT.THURINGIA\tNone\t0.0094\n'Ndrangheta\tTEXT.TRAFFIC\tNone\t0.0424\n'Ndrangheta\tTEXT.TRAFFICKER\tNone\t0.0096\n'Ndrangheta\tTEXT.TRANSFERAL\tNone\t0.0131\n'Ndrangheta\tTEXT.TRANSNATIONAL\tNone\t0.0084\n'Ndrangheta\tTEXT.TROUBLEMAKER\tNone\t0.01\n'Ndrangheta\tTEXT.TUNA\tNone\t0.0087\n'Ndrangheta\tTEXT.TYRRHENIAN\tNone\t0.0107\n'Ndrangheta\tTEXT.ULM\tNone\t0.0098\n'Ndrangheta\tTEXT.UMBILICAL\tNone\t0.0103\n'Ndrangheta\tTEXT.UNBREAKABLE\tNone\t0.0098\n'Ndrangheta\tTEXT.UNDERCOVER\tNone\t0.0183\n'Ndrangheta\tTEXT.UNDERSCORE\tNone\t0.0082\n'Ndrangheta\tTEXT.UNLICENSED\tNone\t0.0087\n'Ndrangheta\tTEXT.UNODC\tNone\t0.0122\n'Ndrangheta\tTEXT.UNPROFESSIONAL\tNone\t0.0103\n'Ndrangheta\tTEXT.UNWITTINGLY\tNone\t0.0089\n'Ndrangheta\tTEXT.UOMINI\tNone\t0.0127\n'Ndrangheta\tTEXT.URIBE\tNone\t0.0113\n'Ndrangheta\tTEXT.USURY\tNone\t0.0161\n'Ndrangheta\tTEXT.VALAIS\tNone\t0.0165\n'Ndrangheta\tTEXT.VALENTE\tNone\t0.0173\n'Ndrangheta\tTEXT.VALIANT\tNone\t0.0081\n'Ndrangheta\tTEXT.VINCENZO\tNone\t0.0125\n'Ndrangheta\tTEXT.VIOLI\tNone\t0.0223\n'Ndrangheta\tTEXT.VITO\tNone\t0.0089\n'Ndrangheta\tTEXT.WHOLESALER\tNone\t0.0097\n'Ndrangheta\tTEXT.WIKILEAKS\tNone\t0.0095\n'Ndrangheta\tTEXT.WIRETAP\tNone\t0.0141\n'Ndrangheta\tTEXT.WOODBRIDGE\tNone\t0.0096\n'Ndrangheta\tTEXT.ZETA\tNone\t0.0082\n'Ndrangheta\tTEXT.ZITO\tNone\t0.0115\n'Ndrangheta\tTEXT.??LVARO\tNone\t0.009\n'Ndrangheta\tTEXT.?????????????\tNone\t0.0146\n'Ndrangheta\tTEXT.?????????????????????\tNone\t0.013\n'Pataphysics\tTEXT.ABERRATION\tNone\t0.022\n'Pataphysics\tTEXT.ABSOLU\tNone\t0.0343\n'Pataphysics\tTEXT.ABSOLUTE\tNone\t0.0286\n'Pataphysics\tTEXT.AGAMBEN\tNone\t0.0306\n'Pataphysics\tTEXT.ALFORTVILLE\tNone\t0.0339\n'Pataphysics\tTEXT.AMOK\tNone\t0.0257\n'Pataphysics\tTEXT.ANIMATRONIC\tNone\t0.0369\n'Pataphysics\tTEXT.ANOMALY\tNone\t0.0264\n'Pataphysics\tTEXT.ANTINOMY\tNone\t0.0475\n'Pataphysics\tTEXT.APOSTROPHE\tNone\t0.0572\n'Pataphysics\tTEXT.APPENDAGE\tNone\t0.0217\n'Pataphysics\tTEXT.ARNAUD\tNone\t0.0219\n'Pataphysics\tTEXT.ARRABAL\tNone\t0.0305\n'Pataphysics\tTEXT.ARTICULATION\tNone\t0.0187\n'Pataphysics\tTEXT.ASGER\tNone\t0.0315\n'Pataphysics\tTEXT.AUTOLUX\tNone\t0.0339\n'Pataphysics\tTEXT.AUTOMATON\tNone\t0.0243\n'Pataphysics\tTEXT.BAUDRILLARD\tNone\t0.0281\n'Pataphysics\tTEXT.BEAUMONT\tNone\t0.0177\n'Pataphysics\tTEXT.BLANCHOT\tNone\t0.0477\n'Pataphysics\tTEXT.BOSSE\tNone\t0.0278\n'Pataphysics\tTEXT.BREWTON\tNone\t0.0475\n'Pataphysics\tTEXT.BRYARS\tNone\t0.0441\n'Pataphysics\tTEXT.BUMBLE\tNone\t0.0212\n'Pataphysics\tTEXT.B??K\tNone\t0.0615\n'Pataphysics\tTEXT.CAHIERS\tNone\t0.0242\n'Pataphysics\tTEXT.CELESTIAL\tNone\t0.0167\n'Pataphysics\tTEXT.CHANDELIER\tNone\t0.0213\n'Pataphysics\tTEXT.CHESSBOARD\tNone\t0.0263\n'Pataphysics\tTEXT.CHICO\tNone\t0.0195\n'Pataphysics\tTEXT.CHIME\tNone\t0.0195\n'Pataphysics\tTEXT.CHIPMUNK\tNone\t0.0221\n'Pataphysics\tTEXT.CHRISTOPHE\tNone\t0.0301\n'Pataphysics\tTEXT.COLLEGIUM\tNone\t0.0228\n'Pataphysics\tTEXT.COLL??GE\tNone\t0.1029\n'Pataphysics\tTEXT.CONCEIT\tNone\t0.0229\n'Pataphysics\tTEXT.CONSCIOUSLY\tNone\t0.0178\n'Pataphysics\tTEXT.CORBUSIER\tNone\t0.0233\n'Pataphysics\tTEXT.CROCODILE\tNone\t0.0177\n'Pataphysics\tTEXT.CURATED\tNone\t0.0178\n'Pataphysics\tTEXT.CURATOR\tNone\t0.0241\n'Pataphysics\tTEXT.CURIE\tNone\t0.0219\n'Pataphysics\tTEXT.CURIOSITY\tNone\t0.0169\n'Pataphysics\tTEXT.CZECHOSLOVAKIA\tNone\t0.0242\n'Pataphysics\tTEXT.DELETION\tNone\t0.0197\n'Pataphysics\tTEXT.DIGEST\tNone\t0.0164\n'Pataphysics\tTEXT.DOGMA\tNone\t0.0189\n'Pataphysics\tTEXT.DOSSIER\tNone\t0.0221\n'Pataphysics\tTEXT.DUALITY\tNone\t0.0202\n'Pataphysics\tTEXT.DUCHAMP\tNone\t0.0348\n'Pataphysics\tTEXT.ENLARGER\tNone\t0.0317\n'Pataphysics\tTEXT.ESTEBAN\tNone\t0.0206\n'Pataphysics\tTEXT.EUG??NE\tNone\t0.0272\n'Pataphysics\tTEXT.EXHIBIT\tNone\t0.0321\n'Pataphysics\tTEXT.EXIST\tNone\t0.0206\n'Pataphysics\tTEXT.EXPOUND\tNone\t0.0187\n'Pataphysics\tTEXT.EXPRESSIONISM\tNone\t0.0214\n'Pataphysics\tTEXT.FAUST\tNone\t0.0195\n'Pataphysics\tTEXT.FERREIRA\tNone\t0.0213\n'Pataphysics\tTEXT.FIGURATIVE\tNone\t0.029\n'Pataphysics\tTEXT.FIRESIGN\tNone\t0.0292\n'Pataphysics\tTEXT.FREAK\tNone\t0.0173\n'Pataphysics\tTEXT.GAVIN\tNone\t0.0242\n'Pataphysics\tTEXT.GENET\tNone\t0.0243\n'Pataphysics\tTEXT.GESTATION\tNone\t0.0205\n'Pataphysics\tTEXT.GLIMPSE\tNone\t0.0172\n'Pataphysics\tTEXT.GRAFFITI\tNone\t0.0177\n'Pataphysics\tTEXT.GREGORIAN\tNone\t0.0372\n'Pataphysics\tTEXT.GROUCHO\tNone\t0.0233\n'Pataphysics\tTEXT.HAHA\tNone\t0.0291\n'Pataphysics\tTEXT.HARNESS\tNone\t0.0162\n'Pataphysics\tTEXT.HARPO\tNone\t0.0251\n'Pataphysics\tTEXT.HEIGHTEN\tNone\t0.0157\n'Pataphysics\tTEXT.HILLYER\tNone\t0.0282\n'Pataphysics\tTEXT.HIRSUTISM\tNone\t0.0326\n'Pataphysics\tTEXT.HOLOGRAPHIC\tNone\t0.0225\n'Pataphysics\tTEXT.HUGILL\tNone\t0.0773\n'Pataphysics\tTEXT.ILLUSTR??\tNone\t0.0315\n'Pataphysics\tTEXT.IMAGINARY\tNone\t0.0904\n'Pataphysics\tTEXT.IMAGINATIVE\tNone\t0.0179\n'Pataphysics\tTEXT.INCOMPATIBLE\tNone\t0.0161\n'Pataphysics\tTEXT.INTERNATIONALIZATION\tNone\t0.0224\n'Pataphysics\tTEXT.IONESCO\tNone\t0.0395\n'Pataphysics\tTEXT.IR??N??E\tNone\t0.0322\n'Pataphysics\tTEXT.JARRY\tNone\t0.278\n'Pataphysics\tTEXT.JORN\tNone\t0.0306\n'Pataphysics\tTEXT.JULIEN\tNone\t0.0184\n'Pataphysics\tTEXT.JUXTAPOSE\tNone\t0.0198\n'Pataphysics\tTEXT.KAFKA\tNone\t0.022\n'Pataphysics\tTEXT.LESCURE\tNone\t0.0331\n'Pataphysics\tTEXT.LIL\tNone\t0.0175\n'Pataphysics\tTEXT.LINEAMENT\tNone\t0.0309\n'Pataphysics\tTEXT.LITT??RAIRE\tNone\t0.0286\n'Pataphysics\tTEXT.LI??GE\tNone\t0.0201\n'Pataphysics\tTEXT.LUC\tNone\t0.0178\n'Pataphysics\tTEXT.MAGNIFICENCE\tNone\t0.0233\n'Pataphysics\tTEXT.MARCEL\tNone\t0.0239\n'Pataphysics\tTEXT.META\tNone\t0.0172\n'Pataphysics\tTEXT.METAPHOR\tNone\t0.1008\n'Pataphysics\tTEXT.METAPHORICAL\tNone\t0.041\n'Pataphysics\tTEXT.METAPHYSIC\tNone\t0.1063\n'Pataphysics\tTEXT.MINUS\tNone\t0.0162\n'Pataphysics\tTEXT.MIREILLE\tNone\t0.0257\n'Pataphysics\tTEXT.MIR??\tNone\t0.0235\n'Pataphysics\tTEXT.MOLLET\tNone\t0.0439\n'Pataphysics\tTEXT.MONTFORT\tNone\t0.0218\n'Pataphysics\tTEXT.MUS??E\tNone\t0.0275\n'Pataphysics\tTEXT.MYRIAD\tNone\t0.018\n'Pataphysics\tTEXT.NAGE\tNone\t0.0306\n'Pataphysics\tTEXT.NICKLE\tNone\t0.0285\n'Pataphysics\tTEXT.NIGHTINGALE\tNone\t0.0191\n'Pataphysics\tTEXT.NO??L\tNone\t0.0188\n'Pataphysics\tTEXT.OCCULTATION\tNone\t0.0259\n'Pataphysics\tTEXT.OFFSHOOT\tNone\t0.017\n'Pataphysics\tTEXT.OLFACTORY\tNone\t0.0228\n'Pataphysics\tTEXT.ORACLE\tNone\t0.0171\n'Pataphysics\tTEXT.ORNAMENTATION\tNone\t0.0195\n'Pataphysics\tTEXT.ORTHOGRAPHY\tNone\t0.0186\n'Pataphysics\tTEXT.OULIPO\tNone\t0.05\n'Pataphysics\tTEXT.OUTLANDISH\tNone\t0.0217\n'Pataphysics\tTEXT.PA\tNone\t0.0181\n'Pataphysics\tTEXT.PARADOX\tNone\t0.0173\n'Pataphysics\tTEXT.PATAPHYSICS\tNone\t0.8172\n'Pataphysics\tTEXT.PATE\tNone\t0.0364\n'Pataphysics\tTEXT.PATTE\tNone\t0.0317\n'Pataphysics\tTEXT.PEANUT\tNone\t0.0176\n'Pataphysics\tTEXT.PEIXOTO\tNone\t0.0297\n'Pataphysics\tTEXT.PERIPHERY\tNone\t0.0178\n'Pataphysics\tTEXT.PERRON\tNone\t0.0274\n'Pataphysics\tTEXT.PHYSIQUE\tNone\t0.0401\n'Pataphysics\tTEXT.PLASTICITY\tNone\t0.023\n'Pataphysics\tTEXT.PRANK\tNone\t0.0185\n'Pataphysics\tTEXT.PREFERABLE\tNone\t0.0187\n'Pataphysics\tTEXT.PSYCHEDELIC\tNone\t0.0172\n'Pataphysics\tTEXT.PUN\tNone\t0.0473\n'Pataphysics\tTEXT.PURPORTEDLY\tNone\t0.0174\n'Pataphysics\tTEXT.P??TE\tNone\t0.0334\n'Pataphysics\tTEXT.QUACKERY\tNone\t0.0276\n'Pataphysics\tTEXT.QUENEAU\tNone\t0.0441\n'Pataphysics\tTEXT.REALITY\tNone\t0.0358\n'Pataphysics\tTEXT.REALIZING\tNone\t0.0183\n'Pataphysics\tTEXT.RECONSTITUTE\tNone\t0.0174\n'Pataphysics\tTEXT.RECONSTRUCTIVE\tNone\t0.0232\n'Pataphysics\tTEXT.REITERATE\tNone\t0.0158\n'Pataphysics\tTEXT.RENNES\tNone\t0.0228\n'Pataphysics\tTEXT.REPRESS\tNone\t0.0173\n'Pataphysics\tTEXT.ROI\tNone\t0.0194\n'Pataphysics\tTEXT.ROLANDO\tNone\t0.0229\n'Pataphysics\tTEXT.SABLE\tNone\t0.0197\n'Pataphysics\tTEXT.SANDOMIR\tNone\t0.0509\n'Pataphysics\tTEXT.SCP\tNone\t0.0414\n'Pataphysics\tTEXT.SEPARATION\tNone\t0.0282\n'Pataphysics\tTEXT.SERENDIPITY\tNone\t0.0269\n'Pataphysics\tTEXT.SHATTUCK\tNone\t0.0398\n'Pataphysics\tTEXT.SIMILARITY\tNone\t0.0229\n'Pataphysics\tTEXT.SITUATIONIST\tNone\t0.0269\n'Pataphysics\tTEXT.SK??ODOWSKA\tNone\t0.0312\n'Pataphysics\tTEXT.SLY\tNone\t0.029\n'Pataphysics\tTEXT.SNORKEL\tNone\t0.0228\n'Pataphysics\tTEXT.SPECULATIVE\tNone\t0.0253\n'Pataphysics\tTEXT.SPOOF\tNone\t0.0166\n'Pataphysics\tTEXT.STAROSTA\tNone\t0.029\n'Pataphysics\tTEXT.STRIDE\tNone\t0.0175\n'Pataphysics\tTEXT.SUBCOMMITTEE\tNone\t0.0187\n'Pataphysics\tTEXT.SUBLIMINAL\tNone\t0.0243\n'Pataphysics\tTEXT.SUPPLEMENTARY\tNone\t0.0171\n'Pataphysics\tTEXT.SWERVE\tNone\t0.0339\n'Pataphysics\tTEXT.SYMBOLICALLY\tNone\t0.0184\n'Pataphysics\tTEXT.SYMMETRY\tNone\t0.0176\n'Pataphysics\tTEXT.SYZYGY\tNone\t0.0603\n'Pataphysics\tTEXT.TA\tNone\t0.0336\n'Pataphysics\tTEXT.TANYA\tNone\t0.0199\n'Pataphysics\tTEXT.TENUOUS\tNone\t0.0201\n'Pataphysics\tTEXT.TRANSCEND\tNone\t0.0173\n'Pataphysics\tTEXT.TRANSCENDENT\tNone\t0.0206\n'Pataphysics\tTEXT.TROLL\tNone\t0.0199\n'Pataphysics\tTEXT.TROUPE\tNone\t0.0242\n'Pataphysics\tTEXT.TUSCALOOSA\tNone\t0.0239\n'Pataphysics\tTEXT.T??\tNone\t0.0306\n'Pataphysics\tTEXT.UBU\tNone\t0.0385\n'Pataphysics\tTEXT.UNDERTONE\tNone\t0.0214\n'Pataphysics\tTEXT.UNPREDICTABLE\tNone\t0.0171\n'Pataphysics\tTEXT.UNRELATED\tNone\t0.0206\n'Pataphysics\tTEXT.UNSETTLE\tNone\t0.0184\n'Pataphysics\tTEXT.UNUSUALLY\tNone\t0.0205\n'Pataphysics\tTEXT.VIAN\tNone\t0.0428\n'Pataphysics\tTEXT.VIGIL\tNone\t0.0196\n'Pataphysics\tTEXT.VILLAZ??N\tNone\t0.0313\n'Pataphysics\tTEXT.VILNIUS\tNone\t0.0306\n'Pataphysics\tTEXT.VIRTUALITY\tNone\t0.0312\n'Pataphysics\tTEXT.VULGATE\tNone\t0.022\n'Pataphysics\tTEXT.ZL??N\tNone\t0.0296\n'Pataphysics\tTEXT.??CHO\tNone\t0.0312\n'Pataphysics\tTEXT.??TIENNE\tNone\t0.0185\n'Salem's Lot\tTEXT.ADAPT\tNone\t0.0309\n'Salem's Lot\tTEXT.ADELINE\tNone\t0.06\n'Salem's Lot\tTEXT.ALOUD\tNone\t0.0473\n'Salem's Lot\tTEXT.AMBITION\tNone\t0.0311\n'Salem's Lot\tTEXT.ANTIQUE\tNone\t0.0376\n'Salem's Lot\tTEXT.AUDIOBOOK\tNone\t0.0516\n'Salem's Lot\tTEXT.AWAY\tNone\t0.0243\n'Salem's Lot\tTEXT.BARLOW\tNone\t0.3005\n'Salem's Lot\tTEXT.BEN\tNone\t0.1167\n'Salem's Lot\tTEXT.BRIEFLY\tNone\t0.0414\n'Salem's Lot\tTEXT.BRUSH\tNone\t0.0368\n'Salem's Lot\tTEXT.BRYANT\tNone\t0.0391\n'Salem's Lot\tTEXT.BUNCH\tNone\t0.0401\n'Salem's Lot\tTEXT.BURKE\tNone\t0.0364\n'Salem's Lot\tTEXT.CAB\tNone\t0.0393\n'Salem's Lot\tTEXT.CALLA\tNone\t0.0582\n'Salem's Lot\tTEXT.CALLAHAN\tNone\t0.2102\n'Salem's Lot\tTEXT.CENTIPEDE\tNone\t0.0599\n'Salem's Lot\tTEXT.CINEMA\tNone\t0.0396\n'Salem's Lot\tTEXT.CLASSMATE\tNone\t0.038\n'Salem's Lot\tTEXT.CLOTH\tNone\t0.0346\n'Salem's Lot\tTEXT.COALESCE\tNone\t0.0472\n'Salem's Lot\tTEXT.CODY\tNone\t0.0438\n'Salem's Lot\tTEXT.COHEN\tNone\t0.036\n'Salem's Lot\tTEXT.COINCIDE\tNone\t0.027\n'Salem's Lot\tTEXT.CONFESS\tNone\t0.0344\n'Salem's Lot\tTEXT.COREY\tNone\t0.0429\n'Salem's Lot\tTEXT.CORPSE\tNone\t0.0931\n'Salem's Lot\tTEXT.CUSTODIAN\tNone\t0.0482\n'Salem's Lot\tTEXT.DANGLE\tNone\t0.0554\n'Salem's Lot\tTEXT.DANNY\tNone\t0.0911\n'Salem's Lot\tTEXT.DANSE\tNone\t0.0577\n'Salem's Lot\tTEXT.DEAVER\tNone\t0.0723\n'Salem's Lot\tTEXT.DELETE\tNone\t0.0357\n'Salem's Lot\tTEXT.DELIBERATELY\tNone\t0.0314\n'Salem's Lot\tTEXT.DELUXE\tNone\t0.0404\n'Salem's Lot\tTEXT.DIGGER\tNone\t0.049\n'Salem's Lot\tTEXT.DISAPPEAR\tNone\t0.0256\n'Salem's Lot\tTEXT.DISAPPEARANCE\tNone\t0.0378\n'Salem's Lot\tTEXT.DRACULA\tNone\t0.0713\n'Salem's Lot\tTEXT.DREAM\tNone\t0.0426\n'Salem's Lot\tTEXT.DUD\tNone\t0.0613\n'Salem's Lot\tTEXT.DUMP\tNone\t0.0349\n'Salem's Lot\tTEXT.EDGAR\tNone\t0.0327\n'Salem's Lot\tTEXT.EMMY\tNone\t0.0479\n'Salem's Lot\tTEXT.ENOUGH\tNone\t0.023\n'Salem's Lot\tTEXT.ENTITLE\tNone\t0.0289\n'Salem's Lot\tTEXT.EPILOGUE\tNone\t0.0476\n'Salem's Lot\tTEXT.FAMILIAR\tNone\t0.0278\n'Salem's Lot\tTEXT.FANTASY\tNone\t0.0567\n'Salem's Lot\tTEXT.FAVORITE\tNone\t0.0314\n'Salem's Lot\tTEXT.FERNDALE\tNone\t0.0658\n'Salem's Lot\tTEXT.FICTIONAL\tNone\t0.0506\n'Salem's Lot\tTEXT.FOLIO\tNone\t0.0498\n'Salem's Lot\tTEXT.FORESHADOW\tNone\t0.0451\n'Salem's Lot\tTEXT.FURNITURE\tNone\t0.033\n'Salem's Lot\tTEXT.GARBAGE\tNone\t0.0421\n'Salem's Lot\tTEXT.GLICK\tNone\t0.0971\n'Salem's Lot\tTEXT.GRAVEYARD\tNone\t0.0428\n'Salem's Lot\tTEXT.GRIFFEN\tNone\t0.0746\n'Salem's Lot\tTEXT.HAMPDEN\tNone\t0.051\n'Salem's Lot\tTEXT.HANG\tNone\t0.0366\n'Salem's Lot\tTEXT.HARDCOVER\tNone\t0.0473\n'Salem's Lot\tTEXT.HITMAN\tNone\t0.0524\n'Salem's Lot\tTEXT.HORROR\tNone\t0.0435\n'Salem's Lot\tTEXT.HOSTAGE\tNone\t0.0356\n'Salem's Lot\tTEXT.HUBERT\tNone\t0.0391\n'Salem's Lot\tTEXT.HUBIE\tNone\t0.1043\n'Salem's Lot\tTEXT.ILLUSTRATE\tNone\t0.0352\n'Salem's Lot\tTEXT.IMPALE\tNone\t0.0519\n'Salem's Lot\tTEXT.INSIDE\tNone\t0.0257\n'Salem's Lot\tTEXT.INSPIRATION\tNone\t0.0383\n'Salem's Lot\tTEXT.INSTALLMENT\tNone\t0.0389\n'Salem's Lot\tTEXT.INTENT\tNone\t0.0294\n'Salem's Lot\tTEXT.INTERVIEW\tNone\t0.0338\n'Salem's Lot\tTEXT.INTERVIEWER\tNone\t0.0446\n'Salem's Lot\tTEXT.JEFFERY\tNone\t0.0528\n'Salem's Lot\tTEXT.JEREMIAH\tNone\t0.0438\n'Salem's Lot\tTEXT.JERRY\tNone\t0.0411\n'Salem's Lot\tTEXT.JERUSALEM\tNone\t0.1924\n'Salem's Lot\tTEXT.JIMMY\tNone\t0.0376\n'Salem's Lot\tTEXT.KING\tNone\t0.1281\n'Salem's Lot\tTEXT.KNIFE\tNone\t0.035\n'Salem's Lot\tTEXT.KURT\tNone\t0.0337\n'Salem's Lot\tTEXT.LEADERLESS\tNone\t0.0615\n'Salem's Lot\tTEXT.LEAN\tNone\t0.0323\n'Salem's Lot\tTEXT.LOCUS\tNone\t0.0455\n'Salem's Lot\tTEXT.LOT\tNone\t0.2608\n'Salem's Lot\tTEXT.LOWE\tNone\t0.0404\n'Salem's Lot\tTEXT.LUCKY\tNone\t0.0339\n'Salem's Lot\tTEXT.MACABRE\tNone\t0.0535\n'Salem's Lot\tTEXT.MAINE\tNone\t0.0597\n'Salem's Lot\tTEXT.MARJORIE\tNone\t0.0463\n'Salem's Lot\tTEXT.MARK\tNone\t0.0492\n'Salem's Lot\tTEXT.MARKER\tNone\t0.0327\n'Salem's Lot\tTEXT.MCDOUGALL\tNone\t0.0568\n'Salem's Lot\tTEXT.MEARS\tNone\t0.1424\n'Salem's Lot\tTEXT.MENACE\tNone\t0.0401\n'Salem's Lot\tTEXT.MINI-SERIES\tNone\t0.0511\n'Salem's Lot\tTEXT.MOHAWK\tNone\t0.0476\n'Salem's Lot\tTEXT.NAOMI\tNone\t0.0438\n'Salem's Lot\tTEXT.NEWBORN\tNone\t0.0417\n'Salem's Lot\tTEXT.NORTON\tNone\t0.0372\n'Salem's Lot\tTEXT.NOVEL\tNone\t0.1022\n'Salem's Lot\tTEXT.OBSESS\tNone\t0.0406\n'Salem's Lot\tTEXT.OBVIOUSLY\tNone\t0.0368\n'Salem's Lot\tTEXT.OFFSET\tNone\t0.0361\n'Salem's Lot\tTEXT.ORDEAL\tNone\t0.0472\n'Salem's Lot\tTEXT.ORGANISM\tNone\t0.035\n'Salem's Lot\tTEXT.ORONO\tNone\t0.0717\n'Salem's Lot\tTEXT.OSTENSIBLY\tNone\t0.0392\n'Salem's Lot\tTEXT.OVERVIEW\tNone\t0.0301\n'Salem's Lot\tTEXT.OVERWHELM\tNone\t0.0293\n'Salem's Lot\tTEXT.PAPERBACK\tNone\t0.0417\n'Salem's Lot\tTEXT.PASSIONATE\tNone\t0.0372\n'Salem's Lot\tTEXT.PATROLMAN\tNone\t0.0587\n'Salem's Lot\tTEXT.PERFECT\tNone\t0.0358\n'Salem's Lot\tTEXT.PERSUASION\tNone\t0.0463\n'Salem's Lot\tTEXT.PETRIE\tNone\t0.0532\n'Salem's Lot\tTEXT.PLASTIC\tNone\t0.0303\n'Salem's Lot\tTEXT.PLAYBOY\tNone\t0.0417\n'Salem's Lot\tTEXT.PREVENT\tNone\t0.0229\n'Salem's Lot\tTEXT.PRIEST\tNone\t0.0376\n'Salem's Lot\tTEXT.PRIMETIME\tNone\t0.0552\n'Salem's Lot\tTEXT.PROBABLY\tNone\t0.0365\n'Salem's Lot\tTEXT.PROLOGUE\tNone\t0.0452\n'Salem's Lot\tTEXT.PROSAIC\tNone\t0.0612\n'Salem's Lot\tTEXT.RALPHIE\tNone\t0.0761\n'Salem's Lot\tTEXT.RANDY\tNone\t0.0343\n'Salem's Lot\tTEXT.RECALL\tNone\t0.0337\n'Salem's Lot\tTEXT.REPAIRMAN\tNone\t0.0625\n'Salem's Lot\tTEXT.RESIST\tNone\t0.0267\n'Salem's Lot\tTEXT.RETURN\tNone\t0.0237\n'Salem's Lot\tTEXT.REVISIT\tNone\t0.0383\n'Salem's Lot\tTEXT.RIBBON\tNone\t0.0362\n'Salem's Lot\tTEXT.RIG\tNone\t0.0377\n'Salem's Lot\tTEXT.ROT\tNone\t0.0437\n'Salem's Lot\tTEXT.RYERSON\tNone\t0.0577\n'Salem's Lot\tTEXT.SAFE\tNone\t0.0346\n'Salem's Lot\tTEXT.SALEM\tNone\t0.354\n'Salem's Lot\tTEXT.SCREAM\tNone\t0.0351\n'Salem's Lot\tTEXT.SEASIDE\tNone\t0.0413\n'Salem's Lot\tTEXT.SECT\tNone\t0.0376\n'Salem's Lot\tTEXT.SEQUEL\tNone\t0.0424\n'Salem's Lot\tTEXT.SHAKER\tNone\t0.0507\n'Salem's Lot\tTEXT.SHORTEN\tNone\t0.0284\n'Salem's Lot\tTEXT.SIXTEEN\tNone\t0.0257\n'Salem's Lot\tTEXT.SLEEPY\tNone\t0.0487\n'Salem's Lot\tTEXT.SLIPCASE\tNone\t0.0723\n'Salem's Lot\tTEXT.SMASH\tNone\t0.0337\n'Salem's Lot\tTEXT.SNAP\tNone\t0.0361\n'Salem's Lot\tTEXT.STAIRCASE\tNone\t0.0398\n'Salem's Lot\tTEXT.STAKE\tNone\t0.0323\n'Salem's Lot\tTEXT.STEPHEN\tNone\t0.0415\n'Salem's Lot\tTEXT.STORY\tNone\t0.0855\n'Salem's Lot\tTEXT.STRAKER\tNone\t0.0741\n'Salem's Lot\tTEXT.SUDDENLY\tNone\t0.0299\n'Salem's Lot\tTEXT.SUPERFINE\tNone\t0.0752\n'Salem's Lot\tTEXT.SUPPER\tNone\t0.0456\n'Salem's Lot\tTEXT.SUPPOSE\tNone\t0.0239\n'Salem's Lot\tTEXT.SURE\tNone\t0.0284\n'Salem's Lot\tTEXT.SUSAN\tNone\t0.0607\n'Salem's Lot\tTEXT.SUSANNAH\tNone\t0.0542\n'Salem's Lot\tTEXT.SUSPENSE\tNone\t0.0463\n'Salem's Lot\tTEXT.TABITHA\tNone\t0.0615\n'Salem's Lot\tTEXT.TAXI\tNone\t0.0335\n'Salem's Lot\tTEXT.THICK\tNone\t0.0288\n'Salem's Lot\tTEXT.THINK\tNone\t0.0341\n'Salem's Lot\tTEXT.TNT\tNone\t0.0454\n'Salem's Lot\tTEXT.TOWNSPEOPLE\tNone\t0.0463\n'Salem's Lot\tTEXT.TRUNCATE\tNone\t0.0467\n'Salem's Lot\tTEXT.TURN\tNone\t0.0311\n'Salem's Lot\tTEXT.UNCLEAN\tNone\t0.0558\n'Salem's Lot\tTEXT.UNINHABITED\tNone\t0.0442\n'Salem's Lot\tTEXT.UNSIGNED\tNone\t0.0712\n'Salem's Lot\tTEXT.USELESS\tNone\t0.0418\n'Salem's Lot\tTEXT.VAMPIRE\tNone\t0.2512\n'Salem's Lot\tTEXT.VERMONT\tNone\t0.0366\n'Salem's Lot\tTEXT.WAN\tNone\t0.0449\n'Salem's Lot\tTEXT.WEIGH\tNone\t0.0299\n'Salem's Lot\tTEXT.WIFE\tNone\t0.0317\n'Tis Pity She's a Whore\tTEXT.ADAPTATION\tNone\t0.0554\n'Tis Pity She's a Whore\tTEXT.ADDIO\tNone\t0.0514\n'Tis Pity She's a Whore\tTEXT.ADOLPHUS\tNone\t0.0365\n'Tis Pity She's a Whore\tTEXT.ALAIN\tNone\t0.0294\n'Tis Pity She's a Whore\tTEXT.AMBIGUITY\tNone\t0.0288\n'Tis Pity She's a Whore\tTEXT.ANDERSSON\tNone\t0.0386\n'Tis Pity She's a Whore\tTEXT.ANGELIQUE\tNone\t0.0403\n'Tis Pity She's a Whore\tTEXT.ANNABELLA\tNone\t0.5899\n'Tis Pity She's a Whore\tTEXT.ANNO\tNone\t0.0372\n'Tis Pity She's a Whore\tTEXT.APPRECIATION\tNone\t0.0243\n'Tis Pity She's a Whore\tTEXT.ARROGANT\tNone\t0.0305\n'Tis Pity She's a Whore\tTEXT.AVENGE\tNone\t0.0275\n'Tis Pity She's a Whore\tTEXT.BADGER\tNone\t0.0315\n'Tis Pity She's a Whore\tTEXT.BANDIT\tNone\t0.0422\n'Tis Pity She's a Whore\tTEXT.BANDITTI\tNone\t0.0535\n'Tis Pity She's a Whore\tTEXT.BANISH\tNone\t0.0281\n'Tis Pity She's a Whore\tTEXT.BARBICAN\tNone\t0.0362\n'Tis Pity She's a Whore\tTEXT.BEFRIEND\tNone\t0.0247\n'Tis Pity She's a Whore\tTEXT.BEG\tNone\t0.0248\n'Tis Pity She's a Whore\tTEXT.BETROTH\tNone\t0.0346\n'Tis Pity She's a Whore\tTEXT.BIBI\tNone\t0.0392\n'Tis Pity She's a Whore\tTEXT.BILLINGTON\tNone\t0.0409\n'Tis Pity She's a Whore\tTEXT.BLACKSTAR\tNone\t0.0511\n'Tis Pity She's a Whore\tTEXT.BOLOGNA\tNone\t0.0292\n'Tis Pity She's a Whore\tTEXT.BONAVENTURA\tNone\t0.1161\n'Tis Pity She's a Whore\tTEXT.BOOKSELLER\tNone\t0.0338\n'Tis Pity She's a Whore\tTEXT.BOWIE\tNone\t0.0283\n'Tis Pity She's a Whore\tTEXT.BUCKLEY\tNone\t0.0303\n'Tis Pity She's a Whore\tTEXT.CANDLELIGHT\tNone\t0.0387\n'Tis Pity She's a Whore\tTEXT.CARDINAL\tNone\t0.0589\n'Tis Pity She's a Whore\tTEXT.CHEAT\tNone\t0.0261\n'Tis Pity She's a Whore\tTEXT.CHEEK\tNone\t0.0279\n'Tis Pity She's a Whore\tTEXT.CHERIE\tNone\t0.0416\n'Tis Pity She's a Whore\tTEXT.COCKPIT\tNone\t0.0294\n'Tis Pity She's a Whore\tTEXT.CONDEMNATION\tNone\t0.0279\n'Tis Pity She's a Whore\tTEXT.CONFINE\tNone\t0.0207\n'Tis Pity She's a Whore\tTEXT.CONSUMMATE\tNone\t0.0325\n'Tis Pity She's a Whore\tTEXT.CONVENT\tNone\t0.0258\n'Tis Pity She's a Whore\tTEXT.CONVINCE\tNone\t0.0223\n'Tis Pity She's a Whore\tTEXT.CRANHAM\tNone\t0.0512\n'Tis Pity She's a Whore\tTEXT.DAMIEN\tNone\t0.0474\n'Tis Pity She's a Whore\tTEXT.DAMN\tNone\t0.0264\n'Tis Pity She's a Whore\tTEXT.DASS\tNone\t0.044\n'Tis Pity She's a Whore\tTEXT.DECLAN\tNone\t0.0565\n'Tis Pity She's a Whore\tTEXT.DELON\tNone\t0.0461\n'Tis Pity She's a Whore\tTEXT.DESPERATE\tNone\t0.024\n'Tis Pity She's a Whore\tTEXT.DICE\tNone\t0.0337\n'Tis Pity She's a Whore\tTEXT.DISGUISE\tNone\t0.0228\n'Tis Pity She's a Whore\tTEXT.DISTRAUGHT\tNone\t0.0329\n'Tis Pity She's a Whore\tTEXT.DONNELLAN\tNone\t0.0731\n'Tis Pity She's a Whore\tTEXT.DRIFT\tNone\t0.024\n'Tis Pity She's a Whore\tTEXT.D??SSELDORF\tNone\t0.0326\n'Tis Pity She's a Whore\tTEXT.EINE\tNone\t0.0365\n'Tis Pity She's a Whore\tTEXT.ESQUE\tNone\t0.0347\n'Tis Pity She's a Whore\tTEXT.EUPHEMISTIC\tNone\t0.0464\n'Tis Pity She's a Whore\tTEXT.FEAST\tNone\t0.046\n'Tis Pity She's a Whore\tTEXT.FIANC??\tNone\t0.0326\n'Tis Pity She's a Whore\tTEXT.FIANC??E\tNone\t0.031\n'Tis Pity She's a Whore\tTEXT.FINALLY\tNone\t0.0196\n'Tis Pity She's a Whore\tTEXT.FLORIO\tNone\t0.1254\n'Tis Pity She's a Whore\tTEXT.FORD\tNone\t0.0605\n'Tis Pity She's a Whore\tTEXT.FRATELLO\tNone\t0.0488\n'Tis Pity She's a Whore\tTEXT.FRIAR\tNone\t0.1008\n'Tis Pity She's a Whore\tTEXT.FURIOUS\tNone\t0.0261\n'Tis Pity She's a Whore\tTEXT.GINA\tNone\t0.0322\n'Tis Pity She's a Whore\tTEXT.GIOVANNI\tNone\t0.252\n'Tis Pity She's a Whore\tTEXT.GIUSEPPE\tNone\t0.0266\n'Tis Pity She's a Whore\tTEXT.GREENAWAY\tNone\t0.0426\n'Tis Pity She's a Whore\tTEXT.GRIFFI\tNone\t0.0588\n'Tis Pity She's a Whore\tTEXT.GRIMALDI\tNone\t0.1439\n'Tis Pity She's a Whore\tTEXT.GUILT\tNone\t0.0266\n'Tis Pity She's a Whore\tTEXT.HENRIETTA\tNone\t0.0327\n'Tis Pity She's a Whore\tTEXT.HERSELF\tNone\t0.0343\n'Tis Pity She's a Whore\tTEXT.INCEST\tNone\t0.0532\n'Tis Pity She's a Whore\tTEXT.INCESTUOUS\tNone\t0.0598\n'Tis Pity She's a Whore\tTEXT.INSULT\tNone\t0.0231\n'Tis Pity She's a Whore\tTEXT.INTERVENE\tNone\t0.0211\n'Tis Pity She's a Whore\tTEXT.JACOBIAN\tNone\t0.0378\n'Tis Pity She's a Whore\tTEXT.JAMIESON\tNone\t0.0398\n'Tis Pity She's a Whore\tTEXT.JESSIE\tNone\t0.0302\n'Tis Pity She's a Whore\tTEXT.JOFF??\tNone\t0.0528\n'Tis Pity She's a Whore\tTEXT.JOWL\tNone\t0.0488\n'Tis Pity She's a Whore\tTEXT.JUSTLY\tNone\t0.0384\n'Tis Pity She's a Whore\tTEXT.KILLING\tNone\t0.0267\n'Tis Pity She's a Whore\tTEXT.LIBRETTO\tNone\t0.03\n'Tis Pity She's a Whore\tTEXT.LONGHURST\tNone\t0.0479\n'Tis Pity She's a Whore\tTEXT.LOOSELY\tNone\t0.0224\n'Tis Pity She's a Whore\tTEXT.LOVER\tNone\t0.0292\n'Tis Pity She's a Whore\tTEXT.LUCHINO\tNone\t0.0441\n'Tis Pity She's a Whore\tTEXT.LUNGHI\tNone\t0.0572\n'Tis Pity She's a Whore\tTEXT.LYDIA\tNone\t0.0308\n'Tis Pity She's a Whore\tTEXT.MAETERLINCK\tNone\t0.047\n'Tis Pity She's a Whore\tTEXT.MARRY\tNone\t0.0307\n'Tis Pity She's a Whore\tTEXT.MASQUE\tNone\t0.0372\n'Tis Pity She's a Whore\tTEXT.MEANWHILE\tNone\t0.0246\n'Tis Pity She's a Whore\tTEXT.MIDSOMER\tNone\t0.0432\n'Tis Pity She's a Whore\tTEXT.MISTAKENLY\tNone\t0.0266\n'Tis Pity She's a Whore\tTEXT.MOLONY\tNone\t0.0777\n'Tis Pity She's a Whore\tTEXT.MORDAUNT\tNone\t0.0453\n'Tis Pity She's a Whore\tTEXT.MUNBY\tNone\t0.056\n'Tis Pity She's a Whore\tTEXT.NEWLYWED\tNone\t0.0372\n'Tis Pity She's a Whore\tTEXT.NIECE\tNone\t0.0378\n'Tis Pity She's a Whore\tTEXT.NOBLEMAN\tNone\t0.0296\n'Tis Pity She's a Whore\tTEXT.NUNCIO\tNone\t0.0394\n'Tis Pity She's a Whore\tTEXT.OBVIOUSLY\tNone\t0.0254\n'Tis Pity She's a Whore\tTEXT.OFFEND\tNone\t0.0255\n'Tis Pity She's a Whore\tTEXT.OKE\tNone\t0.0458\n'Tis Pity She's a Whore\tTEXT.OMIT\tNone\t0.0227\n'Tis Pity She's a Whore\tTEXT.OPERNHAUS\tNone\t0.0506\n'Tis Pity She's a Whore\tTEXT.ORMEROD\tNone\t0.0493\n'Tis Pity She's a Whore\tTEXT.PARAMOUR\tNone\t0.0441\n'Tis Pity She's a Whore\tTEXT.PARMA\tNone\t0.0809\n'Tis Pity She's a Whore\tTEXT.PASSIONATE\tNone\t0.0257\n'Tis Pity She's a Whore\tTEXT.PATRONI\tNone\t0.0572\n'Tis Pity She's a Whore\tTEXT.PAULINE\tNone\t0.0283\n'Tis Pity She's a Whore\tTEXT.PEPYS\tNone\t0.0388\n'Tis Pity She's a Whore\tTEXT.PERSUADE\tNone\t0.0265\n'Tis Pity She's a Whore\tTEXT.PETERBOROUGH\tNone\t0.0315\n'Tis Pity She's a Whore\tTEXT.PITTY\tNone\t0.0556\n'Tis Pity She's a Whore\tTEXT.PITY\tNone\t0.1775\n'Tis Pity She's a Whore\tTEXT.POGGIO\tNone\t0.066\n'Tis Pity She's a Whore\tTEXT.POISON\tNone\t0.0318\n'Tis Pity She's a Whore\tTEXT.PREGNANCY\tNone\t0.0372\n'Tis Pity She's a Whore\tTEXT.PRETEND\tNone\t0.0248\n'Tis Pity She's a Whore\tTEXT.PROPHECY\tNone\t0.0284\n'Tis Pity She's a Whore\tTEXT.QUARTO\tNone\t0.0406\n'Tis Pity She's a Whore\tTEXT.RAMPLING\tNone\t0.046\n'Tis Pity She's a Whore\tTEXT.REPENT\tNone\t0.0351\n'Tis Pity She's a Whore\tTEXT.REPENTANCE\tNone\t0.0357\n'Tis Pity She's a Whore\tTEXT.REVEAL\tNone\t0.0312\n'Tis Pity She's a Whore\tTEXT.REVENGE\tNone\t0.0425\n'Tis Pity She's a Whore\tTEXT.REVIVE\tNone\t0.0252\n'Tis Pity She's a Whore\tTEXT.RID\tNone\t0.0262\n'Tis Pity She's a Whore\tTEXT.ROMY\tNone\t0.0436\n'Tis Pity She's a Whore\tTEXT.SALISBURY\tNone\t0.0283\n'Tis Pity She's a Whore\tTEXT.SCHADE\tNone\t0.0546\n'Tis Pity She's a Whore\tTEXT.SCHNEIDER\tNone\t0.0292\n'Tis Pity She's a Whore\tTEXT.SCHREIER\tNone\t0.0487\n'Tis Pity She's a Whore\tTEXT.SERVANT\tNone\t0.038\n'Tis Pity She's a Whore\tTEXT.SHAFTESBURY\tNone\t0.0373\n'Tis Pity She's a Whore\tTEXT.SHEE\tNone\t0.0504\n'Tis Pity She's a Whore\tTEXT.SIE\tNone\t0.0418\n'Tis Pity She's a Whore\tTEXT.SKEWER\tNone\t0.0413\n'Tis Pity She's a Whore\tTEXT.SPOUT\tNone\t0.0382\n'Tis Pity She's a Whore\tTEXT.STAB\tNone\t0.0652\n'Tis Pity She's a Whore\tTEXT.STOPPARD\tNone\t0.0401\n'Tis Pity She's a Whore\tTEXT.SUITOR\tNone\t0.1026\n'Tis Pity She's a Whore\tTEXT.SYLLABLE\tNone\t0.0285\n'Tis Pity She's a Whore\tTEXT.SYNOPSIS\tNone\t0.0297\n'Tis Pity She's a Whore\tTEXT.TALENTED\tNone\t0.0228\n'Tis Pity She's a Whore\tTEXT.TARANTINO\tNone\t0.0359\n'Tis Pity She's a Whore\tTEXT.TERRIBLE\tNone\t0.0237\n'Tis Pity She's a Whore\tTEXT.TH????TRE\tNone\t0.0506\n'Tis Pity She's a Whore\tTEXT.TI\tNone\t0.1913\n'Tis Pity She's a Whore\tTEXT.TOAST\tNone\t0.0311\n'Tis Pity She's a Whore\tTEXT.TOBIAS\tNone\t0.0319\n'Tis Pity She's a Whore\tTEXT.TRAGEDY\tNone\t0.0344\n'Tis Pity She's a Whore\tTEXT.TUMULTUOUS\tNone\t0.0314\n'Tis Pity She's a Whore\tTEXT.TURVEY\tNone\t0.0493\n'Tis Pity She's a Whore\tTEXT.UNAVOIDABLE\tNone\t0.0352\n'Tis Pity She's a Whore\tTEXT.UNCLE\tNone\t0.0354\n'Tis Pity She's a Whore\tTEXT.UNEDITED\tNone\t0.0386\n'Tis Pity She's a Whore\tTEXT.UNFORTUNATELY\tNone\t0.022\n'Tis Pity She's a Whore\tTEXT.UNSETTLE\tNone\t0.0316\n'Tis Pity She's a Whore\tTEXT.UNSTOPPABLE\tNone\t0.0371\n'Tis Pity She's a Whore\tTEXT.VASQUES\tNone\t0.2621\n'Tis Pity She's a Whore\tTEXT.VERBALLY\tNone\t0.0474\n'Tis Pity She's a Whore\tTEXT.VICKERS\tNone\t0.0304\n'Tis Pity She's a Whore\tTEXT.VILLAINY\tNone\t0.0431\n'Tis Pity She's a Whore\tTEXT.VIRTUOUS\tNone\t0.0326\n'Tis Pity She's a Whore\tTEXT.VISCONTI\tNone\t0.0363\n'Tis Pity She's a Whore\tTEXT.VISUALLY\tNone\t0.0269\n'Tis Pity She's a Whore\tTEXT.WANAMAKER\tNone\t0.0407\n'Tis Pity She's a Whore\tTEXT.WHORE\tNone\t0.1987\n'Tis Pity She's a Whore\tTEXT.WIELD\tNone\t0.0267\n'Tis Pity She's a 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ESAS_TOPN_FEATURES 1000\n3 ESAS_VALUE_THRESHOLD .00000001\n4 ODMS_DETAILS ODMS_ENABLE\n5 ODMS_MISSING_VALUE_TREATMENT ODMS_MISSING_VALUE_AUTO\n6 ODMS_SAMPLING ODMS_SAMPLING_DISABLE\n7 ODMS_TEXT_MAX_FEATURES 200000\n8 ODMS_TEXT_MIN_DOCUMENTS 5\n9 ODMS_TEXT_POLICY_NAME wiki_txtpol\n10 PREP_AUTO ON\n\nGlobal Statistics: \n attribute name attribute value\n0 NUM_ROWS 161616\n\nAttributes: \nTEXT\n\nPartition: NO\n\nFeatures: \n\n FEATURE_ID ATTRIBUTE_NAME ATTRIBUTE_VALUE COEFFICIENT\n0 'Adud al-Dawla TEXT.ABBAD None 0.019127\n1 'Adud al-Dawla TEXT.ABBASID None 0.024915\n2 'Adud al-Dawla TEXT.ABU None 0.059714\n3 'Adud al-Dawla TEXT.ADUD None 0.565945\n4 'Adud al-Dawla TEXT.ALABAMA None 0.228319\n... ... ... ... ...\n24359888 Zyuden Sentai Kyoryuger TEXT.YAMATO None 0.062645\n24359889 Zyuden Sentai Kyoryuger TEXT.YUSUKE None 0.056347\n24359890 Zyuden Sentai Kyoryuger TEXT.ZYUDEN None 0.296543\n24359891 Zyuden Sentai Kyoryuger TEXT.ZYUOHGER None 0.046699\n24359892 Zyuden Sentai Kyoryuger TEXT.??MORI None 0.068806\n\n[24359893 rows x 4 columns]\n\n>\n","type":"TEXT"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":null,"message":["%md ","### Examples using the Wiki ESA model"],"enabled":true,"result":{"startTime":1714408743129,"interpreter":"md.high","endTime":1714408743191,"results":[{"message":"<h3 id=\"examples-using-the-wiki-esa-model\">Examples using the Wiki ESA 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League\t0.1448362549796241\nNFL International Series\t0.13968414188865144\nThursday Night Football\t0.11436240954509867\nHistory of the National Football League championship\t0.11272129823985683\nChicago College All-Star Game\t0.11121297109987173\nNFL Network\t0.11007694516545648\nNFL Films\t0.10627056953318934\nThe NFL Today\t0.10292445567064071\nNational Football League Christmas games\t0.10104092801135917\nPlayoff Bowl\t0.09258723455526119\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"table","title":"Extract features on text about Astronomy","message":["%python","","temp_pd = oml.push(pd.DataFrame({'TEXT':['A group of European-led astronomers has made a photograph of what appears to be a planet orbiting another star. If so, it would be the first confirmed picture of a world beyond our solar system.']}))","","z.show(esa_wiki_mod.transform(temp_pd))"],"enabled":true,"result":{"startTime":1714408767371,"interpreter":"python.high","endTime":1714408779388,"results":[{"message":"UserWarning:Result is not pivoted because the feature number is larger than the pivot limit 100\n","type":"TEXT"},{"message":"FEATURE_ID\tVALUE\nSolar System\t0.1783977405440812\nPlanets beyond Neptune\t0.16384415493902063\nPlanet Nine\t0.1556042629299215\nPlanet\t0.14360577141174127\nExoplanet\t0.14146374523098973\nFormation and evolution of the Solar System\t0.1380857932488385\nTerrestrial planet\t0.12349262676588602\nAstronomer\t0.11968229035028131\nSolar analog\t0.11919958268012823\nPlanetary habitability\t0.11168273107745952\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"table","title":"Extract features on text about diet and health","message":["%python","","temp_pd = oml.push(pd.DataFrame({'TEXT':['Nearly 70 percent of Americans say they are careful about what they eat, and even more say diet is essential to good health, according to a new nationwide health poll in which obesity ranked second among the biggest health concerns.']}))","z.show(esa_wiki_mod.transform(temp_pd))"],"enabled":true,"result":{"startTime":1714408779474,"interpreter":"python.high","endTime":1714408791790,"results":[{"message":"UserWarning:Result is not pivoted because the feature number is larger than the pivot limit 100\n","type":"TEXT"},{"message":"FEATURE_ID\tVALUE\nObesity\t0.2381281204952319\nChildhood obesity\t0.21566128131005566\nRobert Wood Johnson Foundation\t0.1790547081969936\nHealth\t0.1723830168425817\nHealthy diet\t0.16671289147333318\nDieting\t0.142162115212373\nPaleolithic diet\t0.1386597097885653\nHealth education\t0.12498303889516335\nHealth equity\t0.1149008443204024\nPlant-based diet\t0.11425470702731559\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"table","title":"Extract features on text about stocks and the Fed","message":["%python","","temp_pd = oml.push(pd.DataFrame("," {'TEXT':['The more things change... Yes, I''m inclined to agree, especially with regards to the historical relationship between stock prices and bond yields. The two have generally traded together, rising during periods of economic growth and falling during periods of contraction. Consider the period from 1998 through 2010, during which the U.S. economy experienced two expansions as well as two recessions: Then central banks came to the rescue. Fed Chairman Ben Bernanke led from Washington with the help of the bank''s current $3.6T balance sheet. He''s accompanied by Mario Draghi at the European Central Bank and an equally forthright Shinzo Abe in Japan. Their coordinated monetary expansion has provided all the sugar needed for an equities moonshot, while they vowed to hold global borrowing costs at record lows']}))","","z.show(esa_wiki_mod.transform(temp_pd))"],"enabled":true,"result":{"startTime":1714408791878,"interpreter":"python.high","endTime":1714408804391,"results":[{"message":"UserWarning:Result is not pivoted because the feature number is larger than the pivot limit 100\n","type":"TEXT"},{"message":"FEATURE_ID\tVALUE\nBen Bernanke\t0.17031334068743392\nRecession\t0.15858335723440023\nMario Draghi\t0.14881649785122952\nCOVID-19 recession\t0.14502647137906452\nGreat Recession\t0.12883462217838215\nLong Depression\t0.12180667662946132\nGreat Depression in the United States\t0.1149944972327347\nMonetary policy\t0.10323437884992531\nGreat Recession in the United States\t0.10173350481024938\nGroup of Thirty\t0.09893093930605422\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"html","title":null,"message":["%md","### Comparing Strings for Similarity of Text using the Wikipedia Model"],"enabled":true,"result":{"startTime":1714408804480,"interpreter":"md.high","endTime":1714408804543,"results":[{"message":"<h3 id=\"comparing-strings-for-similarity-of-text-using-the-wikipedia-model\">Comparing Strings for Similarity of Text using the Wikipedia 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['TEXT']))"],"enabled":true,"result":{"startTime":1714408804623,"interpreter":"python.high","endTime":1714408816183,"results":[{"message":"SIMILARITY\n0.1936898590428866\n","type":"TABLE"}],"taskStatus":"SUCCESS","forms":"[]","status":"SUCCESS"},"sizeX":0,"hideCode":false,"width":12,"hideResult":false,"dynamicFormParams":null,"row":0,"hasTitle":true,"hideVizConfig":false,"hideGutter":true,"relations":[],"forms":"[]"},{"col":0,"visualizationConfig":null,"hideInIFrame":false,"selectedVisualization":"raw","title":"Compare 'street' vs. 'farm'","message":["%python","","temp_pd = oml.push(pd.DataFrame({'TEXT':['street','farm']}))","","z.show(esa_wiki_mod.feature_compare(temp_pd, compare_cols = 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