Clustering.json

{"paragraphs":[{"text":"%md\n## Identifying Customer Segments using Clustering\n\n### This notebook shows how to identify natural clusters in the SH schema data using an unsupervised learning k-means algorithm.  The machine learning methodology runs inside the Oracle Autonomous Data Warehouse Cloud (ADWC).\n\n#### By Charlie Berger","user":"CBERGER","dateUpdated":"2018-02-07T01:53:40+0000","config":{"colWidth":9,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1464792666489_-1927519105","id":"20160601-105106_98198174","result":{"msg":"<h2>Identifying Customer Segments using Clustering</h2>\n<h3>This notebook shows how to identify natural clusters in the SH schema data using an unsupervised learning k-means algorithm.  The machine learning methodology runs inside the Oracle Autonomous Data Warehouse Cloud (ADWC).</h3>\n<h4>By Charlie Berger</h4>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2018-02-06T14:13:35+0000","dateStarted":"2018-02-07T01:53:40+0000","dateFinished":"2018-02-07T01:53:40+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:115"},{"text":"%md\n![tiny arrow](http://www.oracle.com/technetwork/database/options/advanced-analytics/clustering-3875155-en-as.jpg \"tiny arrow\")","user":"CBERGER","dateUpdated":"2018-02-07T01:53:40+0000","config":{"tableHide":false,"colWidth":3,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517926686998_-11059652","id":"20180206-141806_1506936057","result":{"msg":"<p><img src=\"http://www.oracle.com/technetwork/database/options/advanced-analytics/clustering-3875155-en-as.jpg\" alt=\"tiny arrow\" title=\"tiny arrow\" /></p>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2018-02-06T14:18:06+0000","dateStarted":"2018-02-07T01:53:41+0000","dateFinished":"2018-02-07T01:53:41+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:116"},{"text":"%md \n\n##### For more information, check the Oracle ADWC Documentation https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html, Oracle Machine Learning folder on Oracle on Github https://github.com/oracle, Oracle Advanced Analytics http://www.oracle.com/technetwork/database/options/advanced-analytics/overview/index.html and Oracle Machine Learning on Oracle Technology Network and Introducing Oracle Machine Learning blog post","user":"CBERGER","dateUpdated":"2018-02-07T01:53:40+0000","config":{"colWidth":12,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517926516163_413624868","id":"20180206-141516_1303492751","result":{"msg":"<h5>For more information, check the Oracle ADWC Documentation https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html, Oracle Machine Learning folder on Oracle on Github https://github.com/oracle, Oracle Advanced Analytics http://www.oracle.com/technetwork/database/options/advanced-analytics/overview/index.html and Oracle Machine Learning on Oracle Technology Network and Introducing Oracle Machine Learning blog post</h5>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2018-02-06T14:15:16+0000","dateStarted":"2018-02-07T01:53:41+0000","dateFinished":"2018-02-07T01:53:41+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:117"},{"title":"Clean up previously existing tables and create Data table","text":"%script\n-- Clean up and drop any CUSTOMERS360 table if previously exists for notebook reproducibility\nBEGIN\n      EXECUTE IMMEDIATE 'DROP Table CUSTOMERS360';\n  EXCEPTION\n      WHEN OTHERS THEN NULL;\nEND;\n/\n\n-- JOIN selected attributes from SH.CUSTOMERS and SH.SUPPLEMENTARY_DEMOGRAPHICS tables to create better 360 view of customer\nCreate table CUSTOMERS360 as SELECT a.CUST_ID, a.CUST_GENDER, a.CUST_MARITAL_STATUS, a.CUST_YEAR_OF_BIRTH, a.CUST_INCOME_LEVEL, a.CUST_CREDIT_LIMIT, b.EDUCATION, b.AFFINITY_CARD, b.HOUSEHOLD_SIZE, b.OCCUPATION, b.YRS_RESIDENCE, b.Y_BOX_GAMES\n   FROM SH.CUSTOMERS a, SH.SUPPLEMENTARY_DEMOGRAPHICS b\n   WHERE a.CUST_ID = b.CUST_ID;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517927156341_-1432476452","id":"20180206-142556_1245587845","result":{"msg":"\nPL/SQL procedure successfully completed.\n\n---------------------------\n\nTable CUSTOMERS360 created.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-06T14:25:56+0000","dateStarted":"2018-02-07T01:53:41+0000","dateFinished":"2018-02-07T01:53:41+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:118"},{"title":"Display CUSTOMERS360 table","text":"%sql\nSELECT *FROM CUSTOMERS360;\n","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517928773643_1646779554","id":"20180206-145253_925268065","result":{"msg":"CUST_ID\tCUST_GENDER\tCUST_MARITAL_STATUS\tCUST_YEAR_OF_BIRTH\tCUST_INCOME_LEVEL\tCUST_CREDIT_LIMIT\tEDUCATION\tAFFINITY_CARD\tHOUSEHOLD_SIZE\tOCCUPATION\tYRS_RESIDENCE\tY_BOX_GAMES\n104088\tM\tNeverM\t1980\tL: 300,000 and above\t11000\tBach.\t0\t1\tExec.\t1\t1\n104089\tM\tMarried\t1970\tH: 150,000 - 169,999\t5000\t< Bach.\t0\t3\tCrafts\t3\t0\n104090\tM\tMarried\t1953\tG: 130,000 - 149,999\t7000\tMasters\t1\t3\tProf.\t6\t0\n104091\tM\tMarried\t1964\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t3\tCrafts\t5\t0\n104092\tF\tNeverM\t1958\tL: 300,000 and above\t15000\tBach.\t0\t2\tSales\t5\t0\n104093\tM\tMarried\t1956\tF: 110,000 - 129,999\t1500\tBach.\t1\t3\tProf.\t7\t0\n104094\tM\tMarried\t1970\tI: 170,000 - 189,999\t9000\t< Bach.\t1\t3\tTransp.\t3\t0\n104095\tM\tNeverM\t1981\tK: 250,000 - 299,999\t11000\tHS-grad\t0\t2\tOther\t2\t1\n104096\tM\tNeverM\t1982\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tOther\t2\t1\n104097\tM\tMabsent\t1981\tL: 300,000 and above\t11000\tHS-grad\t0\t2\tSales\t3\t1\n104098\tF\tNeverM\t1975\tK: 250,000 - 299,999\t11000\tAssoc-V\t0\t2\tTechSup\t3\t1\n104099\tM\tDivorc.\t1961\tI: 170,000 - 189,999\t5000\tBach.\t0\t2\tProf.\t5\t0\n104101\tM\tDivorc.\t1928\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tSales\t4\t0\n104102\tM\tMarried\t1958\tL: 300,000 and above\t11000\t< Bach.\t1\t3\tSales\t5\t0\n104103\tM\tMarried\t1968\tI: 170,000 - 189,999\t15000\tBach.\t1\t3\tCleric.\t4\t0\n104104\tM\tMarried\t1951\tJ: 190,000 - 249,999\t15000\t7th-8th\t0\t3\tCrafts\t5\t0\n104105\tM\tMarried\t1936\tG: 130,000 - 149,999\t9000\t7th-8th\t0\t3\tCrafts\t7\t0\n104106\tF\tNeverM\t1982\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tOther\t2\t1\n104107\tF\tNeverM\t1977\tH: 150,000 - 169,999\t15000\tHS-grad\t0\t1\tExec.\t3\t1\n104108\tM\tDivorc.\t1944\tI: 170,000 - 189,999\t1500\tAssoc-V\t0\t2\t?\t7\t0\n104109\tM\tNeverM\t1981\tG: 130,000 - 149,999\t7000\tHS-grad\t0\t1\tHandler\t2\t1\n104110\tF\tNeverM\t1977\tG: 130,000 - 149,999\t3000\tBach.\t0\t1\tCleric.\t3\t1\n104111\tM\tMarried\t1969\tE: 90,000 - 109,999\t3000\tBach.\t0\t3\tSales\t5\t0\n104112\tM\tMarried\t1955\tL: 300,000 and above\t11000\tAssoc-A\t1\t3\tProtec.\t7\t0\n104113\tM\tNeverM\t1978\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tMachine\t3\t1\n104114\tM\tMarried\t1965\tH: 150,000 - 169,999\t10000\tBach.\t1\t3\tSales\t4\t0\n104115\tM\tMarried\t1961\tJ: 190,000 - 249,999\t15000\tMasters\t1\t3\tExec.\t6\t0\n104116\tM\tMarried\t1968\tJ: 190,000 - 249,999\t9000\t10th\t0\t3\tTransp.\t6\t0\n104117\tM\tMarried\t1965\tI: 170,000 - 189,999\t9000\t< Bach.\t1\t3\tTechSup\t4\t0\n104118\tF\tNeverM\t1975\tI: 170,000 - 189,999\t15000\tHS-grad\t0\t1\tExec.\t3\t1\n104119\tF\tNeverM\t1969\tF: 110,000 - 129,999\t7000\tProfsc\t0\t2\tProf.\t3\t0\n104120\tM\tSepar.\t1962\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tTransp.\t4\t0\n104121\tM\tMarried\t1981\tK: 250,000 - 299,999\t11000\tHS-grad\t0\t1\tOther\t2\t1\n104122\tM\tMarried\t1962\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t3\tTransp.\t4\t0\n104123\tM\tMarried\t1975\tJ: 190,000 - 249,999\t15000\t< Bach.\t1\t3\tHandler\t3\t1\n104124\tF\tWidowed\t1943\tF: 110,000 - 129,999\t3000\tHS-grad\t0\t2\tCleric.\t6\t0\n104125\tM\tMarried\t1963\tK: 250,000 - 299,999\t11000\tHS-grad\t0\t3\tTransp.\t4\t0\n104126\tF\tDivorc.\t1971\tJ: 190,000 - 249,999\t7000\tAssoc-V\t0\t9+\tOther\t3\t0\n104127\tM\tMarried\t1972\tH: 150,000 - 169,999\t10000\t< Bach.\t0\t3\tSales\t5\t0\n104128\tF\tDivorc.\t1957\tG: 130,000 - 149,999\t9000\tAssoc-A\t0\t2\tTechSup\t5\t0\n104129\tM\tDivorc.\t1979\tE: 90,000 - 109,999\t5000\t< Bach.\t0\t2\tCrafts\t3\t1\n104130\tF\tDivorc.\t1973\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t9+\tSales\t3\t0\n104131\tM\tMarried\t1968\tD: 70,000 - 89,999\t9000\tMasters\t1\t3\tProf.\t4\t0\n104132\tM\tNeverM\t1968\tG: 130,000 - 149,999\t9000\tHS-grad\t0\t2\tTransp.\t5\t0\n104133\tM\tMarried\t1983\tF: 110,000 - 129,999\t1500\t11th\t0\t3\tHandler\t2\t1\n104134\tM\tDivorc.\t1971\tE: 90,000 - 109,999\t9000\tHS-grad\t0\t2\tMachine\t3\t0\n104135\tM\tDivorc.\t1943\tG: 130,000 - 149,999\t10000\tHS-grad\t0\t2\tCrafts\t8\t0\n104136\tM\tMarried\t1968\tI: 170,000 - 189,999\t3000\tMasters\t1\t3\tProf.\t4\t0\n104137\tM\tDivorc.\t1964\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tCrafts\t4\t0\n104138\tM\tMarried\t1939\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t3\tCrafts\t6\t0\n104139\tM\tNeverM\t1966\tH: 150,000 - 169,999\t3000\tMasters\t0\t9+\tProf.\t4\t0\n104140\tF\tNeverM\t1980\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t1\t?\t2\t1\n104141\tM\tMarried\t1945\tE: 90,000 - 109,999\t10000\t< Bach.\t0\t3\tTechSup\t6\t0\n104142\tM\tNeverM\t1984\tJ: 190,000 - 249,999\t10000\tHS-grad\t0\t2\tCrafts\t2\t1\n104143\tM\tDivorc.\t1974\tF: 110,000 - 129,999\t7000\t< Bach.\t0\t2\tMachine\t3\t1\n104144\tM\tMarried\t1934\tA: Below 30,000\t1500\tHS-grad\t1\t3\t?\t10\t0\n104145\tM\tNeverM\t1957\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t1\tCrafts\t5\t0\n104146\tM\tMarried\t1958\tL: 300,000 and above\t15000\tBach.\t0\t3\tCleric.\t5\t0\n104147\tM\tMarried\t1969\tL: 300,000 and above\t11000\tHS-grad\t1\t3\tTransp.\t7\t0\n104148\tF\tDivorc.\t1972\tG: 130,000 - 149,999\t3000\tAssoc-V\t0\t9+\tTechSup\t3\t0\n104149\tM\tMarried\t1966\tL: 300,000 and above\t9000\tMasters\t1\t3\tProf.\t5\t0\n104150\tM\tMarried\t1964\tB: 30,000 - 49,999\t5000\tAssoc-A\t0\t3\tMachine\t4\t0\n104151\tF\tNeverM\t1973\tK: 250,000 - 299,999\t7000\tBach.\t0\t2\tCleric.\t3\t0\n104152\tM\tMarried\t1941\tL: 300,000 and above\t9000\tBach.\t1\t3\tSales\t3\t0\n104153\tF\tMarried\t1974\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t4-5\tCleric.\t3\t1\n104154\tM\tMarried\t1968\tK: 250,000 - 299,999\t9000\tProfsc\t1\t3\tProf.\t5\t0\n104155\tM\tNeverM\t1986\tL: 300,000 and above\t9000\t10th\t0\t1\tOther\t0\t1\n104156\tF\tNeverM\t1982\tF: 110,000 - 129,999\t7000\t< Bach.\t0\t2\tOther\t2\t1\n104157\tF\tNeverM\t1981\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t1\tOther\t2\t1\n104158\tF\tNeverM\t1975\tK: 250,000 - 299,999\t11000\tAssoc-V\t0\t1\tHandler\t3\t1\n104159\tM\tMarried\t1967\tA: Below 30,000\t1500\tAssoc-V\t0\t3\tSales\t5\t0\n104160\tM\tNeverM\t1961\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t1\tFarming\t9\t0\n104161\tM\tNeverM\t1975\tL: 300,000 and above\t15000\t5th-6th\t0\t6-8\tCrafts\t3\t1\n104162\tF\tMarried\t1945\tJ: 190,000 - 249,999\t11000\tBach.\t1\t4-5\tProf.\t3\t0\n104163\tF\tDivorc.\t1952\tG: 130,000 - 149,999\t10000\tAssoc-V\t0\t9+\tCleric.\t5\t0\n104164\tM\tMarried\t1948\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t3\tTransp.\t6\t0\n104165\tM\tNeverM\t1983\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t1\tSales\t2\t1\n104166\tF\tNeverM\t1979\tG: 130,000 - 149,999\t15000\t< Bach.\t0\t9+\tCleric.\t2\t1\n104167\tM\tNeverM\t1984\tG: 130,000 - 149,999\t5000\t< Bach.\t0\t1\tFarming\t0\t1\n104168\tM\tMarried\t1951\tE: 90,000 - 109,999\t3000\tHS-grad\t1\t3\tProf.\t5\t0\n104169\tM\tNeverM\t1985\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tProf.\t1\t1\n104170\tM\tNeverM\t1964\tF: 110,000 - 129,999\t5000\tAssoc-V\t0\t2\tMachine\t4\t0\n104171\tM\tMarried\t1975\tJ: 190,000 - 249,999\t10000\t< Bach.\t0\t3\tCrafts\t3\t1\n104172\tM\tMarried\t1977\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t3\tSales\t3\t1\n104173\tM\tNeverM\t1965\tE: 90,000 - 109,999\t9000\tBach.\t0\t2\tExec.\t5\t0\n104174\tF\tDivorc.\t1962\tG: 130,000 - 149,999\t5000\t11th\t0\t9+\tHouse-s\t3\t0\n104175\tF\tNeverM\t1978\tK: 250,000 - 299,999\t15000\tAssoc-V\t0\t2\tCleric.\t3\t1\n104176\tM\tNeverM\t1963\tE: 90,000 - 109,999\t7000\tBach.\t0\t2\tExec.\t5\t0\n104177\tF\tDivorc.\t1963\tC: 50,000 - 69,999\t1500\tMasters\t0\t1\t?\t6\t0\n104178\tM\tMarried\t1966\tH: 150,000 - 169,999\t1500\tHS-grad\t0\t3\tOther\t4\t0\n104179\tM\tNeverM\t1986\tJ: 190,000 - 249,999\t11000\t10th\t0\t1\tHandler\t1\t1\n104180\tM\tMarried\t1960\tC: 50,000 - 69,999\t3000\t< Bach.\t1\t3\tSales\t4\t0\n104181\tF\tDivorc.\t1963\tI: 170,000 - 189,999\t1500\tAssoc-V\t0\t2\tProf.\t2\t0\n104182\tM\tMarried\t1975\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t3\tProtec.\t3\t1\n104183\tM\tMarried\t1948\tJ: 190,000 - 249,999\t15000\tBach.\t1\t3\tExec.\t6\t0\n104184\tF\tNeverM\t1982\tG: 130,000 - 149,999\t1500\tHS-grad\t0\t2\t?\t2\t1\n104185\tM\tMarried\t1978\tK: 250,000 - 299,999\t15000\t< Bach.\t1\t3\tCleric.\t3\t1\n104186\tM\tDivorc.\t1966\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t2\tCrafts\t4\t0\n104187\tM\tMarried\t1958\tK: 250,000 - 299,999\t9000\tBach.\t1\t3\tTechSup\t6\t0\n104188\tM\tMabsent\t1958\tL: 300,000 and above\t15000\t< Bach.\t0\t6-8\tOther\t5\t0\n104189\tM\tDivorc.\t1958\tK: 250,000 - 299,999\t15000\tBach.\t0\t9+\tExec.\t6\t0\n104190\tM\tMarried\t1977\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t3\tMachine\t3\t1\n104191\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\tSales\t1\t1\n104192\tF\tWidowed\t1943\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t2\tSales\t3\t0\n104193\tM\tMarried\t1977\tK: 250,000 - 299,999\t15000\t5th-6th\t0\t3\tCrafts\t3\t1\n104194\tM\tNeverM\t1968\tL: 300,000 and above\t11000\tHS-grad\t0\t2\tCrafts\t4\t0\n104195\tM\tMarried\t1954\tG: 130,000 - 149,999\t9000\t< Bach.\t0\t3\tCrafts\t5\t0\n104196\tF\tDivorc.\t1967\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t9+\tExec.\t4\t0\n104197\tM\tMarried\t1942\tG: 130,000 - 149,999\t5000\tProfsc\t0\t3\tExec.\t3\t0\n104198\tM\tMarried\t1974\tB: 30,000 - 49,999\t5000\tHS-grad\t0\t3\tTransp.\t4\t1\n104199\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t1\t?\t1\t1\n104201\tF\tWidowed\t1957\tH: 150,000 - 169,999\t3000\tMasters\t0\t9+\tExec.\t5\t0\n104202\tF\tDivorc.\t1950\tE: 90,000 - 109,999\t10000\tHS-grad\t0\t2\tOther\t5\t0\n104203\tM\tNeverM\t1967\tL: 300,000 and above\t7000\tHS-grad\t0\t9+\tExec.\t8\t0\n104204\tM\tMarried\t1940\tF: 110,000 - 129,999\t10000\t< Bach.\t0\t3\tProtec.\t6\t0\n104205\tM\tNeverM\t1980\tL: 300,000 and above\t7000\t< Bach.\t0\t1\tHandler\t2\t1\n104206\tM\tMarried\t1947\tE: 90,000 - 109,999\t1500\tProfsc\t1\t3\tProf.\t7\t0\n104207\tM\tNeverM\t1959\tE: 90,000 - 109,999\t1500\t10th\t0\t9+\tFarming\t4\t0\n104208\tF\tDivorc.\t1961\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t9+\tExec.\t5\t0\n104209\tM\tMarried\t1958\tF: 110,000 - 129,999\t7000\tAssoc-A\t1\t3\tExec.\t6\t0\n104210\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\t?\t2\t1\n104211\tM\tNeverM\t1980\tI: 170,000 - 189,999\t1500\tAssoc-A\t0\t1\tOther\t3\t1\n104212\tF\tDivorc.\t1964\tE: 90,000 - 109,999\t7000\tBach.\t0\t9+\tExec.\t4\t0\n104213\tM\tMarried\t1967\tI: 170,000 - 189,999\t5000\t9th\t0\t3\tTransp.\t5\t0\n104214\tF\tDivorc.\t1974\tA: Below 30,000\t1500\t< Bach.\t0\t9+\t?\t1\t1\n104215\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t1\tSales\t2\t1\n104216\tM\tMarried\t1974\tC: 50,000 - 69,999\t1500\tBach.\t1\t3\tExec.\t3\t1\n104217\tF\tNeverM\t1948\tH: 150,000 - 169,999\t10000\tBach.\t0\t6-8\tTechSup\t6\t0\n104218\tM\tNeverM\t1982\tE: 90,000 - 109,999\t9000\tAssoc-V\t0\t2\tOther\t2\t1\n104219\tF\tNeverM\t1986\tJ: 190,000 - 249,999\t11000\t9th\t0\t6-8\tSales\t1\t1\n104220\tM\tNeverM\t1969\tJ: 190,000 - 249,999\t7000\tAssoc-V\t0\t2\tOther\t4\t0\n104221\tM\tMarried\t1951\tJ: 190,000 - 249,999\t9000\tAssoc-V\t0\t3\tCleric.\t5\t0\n104222\tF\tNeverM\t1950\tH: 150,000 - 169,999\t15000\t< Bach.\t0\t2\tExec.\t5\t0\n104223\tM\tMarried\t1964\tK: 250,000 - 299,999\t11000\tBach.\t0\t3\tExec.\t7\t0\n104224\tM\tNeverM\t1982\tH: 150,000 - 169,999\t15000\tHS-grad\t0\t6-8\tMachine\t2\t1\n104225\tM\tMarried\t1978\tJ: 190,000 - 249,999\t11000\t5th-6th\t0\t3\tMachine\t3\t1\n104226\tM\tMarried\t1968\tF: 110,000 - 129,999\t7000\t< Bach.\t0\t3\tCrafts\t4\t0\n104227\tM\tMarried\t1971\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t3\tProtec.\t3\t0\n104228\tF\tDivorc.\t1977\tE: 90,000 - 109,999\t10000\tAssoc-V\t0\t2\tCleric.\t4\t1\n104229\tF\tDivorc.\t1960\tI: 170,000 - 189,999\t10000\t< Bach.\t0\t9+\tExec.\t5\t0\n104230\tM\tMarried\t1971\tL: 300,000 and above\t11000\t5th-6th\t0\t3\tCrafts\t5\t0\n104231\tM\tMarried\t1962\tC: 50,000 - 69,999\t3000\tBach.\t0\t3\tMachine\t4\t0\n104232\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t11000\tBach.\t0\t1\tSales\t3\t1\n104233\tM\tMarried\t1975\tL: 300,000 and above\t9000\tHS-grad\t0\t3\tCrafts\t3\t1\n104234\tM\tDivorc.\t1946\tA: Below 30,000\t1500\tBach.\t0\t9+\tCleric.\t6\t0\n104235\tF\tNeverM\t1986\tH: 150,000 - 169,999\t10000\t10th\t0\t9+\tSales\t0\t1\n104236\tM\tNeverM\t1956\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t2\tCrafts\t5\t0\n104237\tF\tWidowed\t1935\tH: 150,000 - 169,999\t10000\t10th\t0\t9+\tOther\t3\t0\n104238\tF\tNeverM\t1983\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tSales\t1\t1\n104239\tM\tMarried\t1953\tL: 300,000 and above\t9000\tBach.\t1\t3\tExec.\t5\t0\n104240\tF\tNeverM\t1977\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t1\t?\t3\t1\n104241\tM\tNeverM\t1969\tH: 150,000 - 169,999\t7000\tHS-grad\t0\t1\tProtec.\t3\t0\n104242\tM\tMarried\t1925\tI: 170,000 - 189,999\t5000\t7th-8th\t0\t3\tHandler\t4\t0\n104243\tF\tNeverM\t1962\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t2\tCleric.\t4\t0\n104244\tM\tMarried\t1957\tF: 110,000 - 129,999\t7000\tBach.\t1\t3\tProtec.\t5\t0\n104245\tM\tMarried\t1949\tK: 250,000 - 299,999\t11000\tProfsc\t1\t3\tProf.\t7\t0\n104246\tF\tNeverM\t1981\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\t?\t1\t1\n104247\tM\tNeverM\t1957\tH: 150,000 - 169,999\t15000\t10th\t0\t2\tMachine\t5\t0\n104248\tF\tNeverM\t1973\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t1\tCleric.\t3\t0\n104249\tM\tDivorc.\t1974\tJ: 190,000 - 249,999\t7000\tHS-grad\t0\t2\tSales\t4\t1\n104250\tF\tWidowed\t1940\tL: 300,000 and above\t15000\tBach.\t0\t2\t?\t9\t0\n104251\tM\tMarried\t1961\tI: 170,000 - 189,999\t1500\tMasters\t0\t3\tProf.\t4\t0\n104252\tM\tMarried\t1976\tE: 90,000 - 109,999\t5000\t11th\t0\t3\tSales\t3\t1\n104253\tM\tMarried\t1973\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t3\tHandler\t5\t0\n104254\tF\tWidowed\t1933\tE: 90,000 - 109,999\t5000\tHS-grad\t0\t9+\tCleric.\t2\t0\n104255\tM\tMarried\t1923\tK: 250,000 - 299,999\t15000\tAssoc-V\t0\t3\tCrafts\t4\t0\n104256\tM\tMarried\t1952\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t3\tCrafts\t5\t0\n104257\tF\tMar-AF\t1968\tL: 300,000 and above\t11000\tAssoc-A\t0\t4-5\tCleric.\t4\t0\n104258\tF\tWidowed\t1937\tI: 170,000 - 189,999\t15000\tHS-grad\t0\t6-8\tSales\t7\t0\n104259\tM\tDivorc.\t1964\tL: 300,000 and above\t11000\t11th\t0\t1\tTransp.\t4\t0\n104260\tF\tNeverM\t1983\tC: 50,000 - 69,999\t3000\t< Bach.\t0\t1\t?\t2\t1\n104261\tM\tMarried\t1977\tC: 50,000 - 69,999\t9000\tHS-grad\t0\t3\tCrafts\t3\t1\n104262\tM\tMarried\t1960\tH: 150,000 - 169,999\t11000\tAssoc-V\t0\t3\tCrafts\t5\t0\n104263\tM\tNeverM\t1973\tH: 150,000 - 169,999\t10000\tHS-grad\t0\t2\tCleric.\t3\t0\n104264\tM\tNeverM\t1962\tB: 30,000 - 49,999\t1500\t< Bach.\t0\t2\tCrafts\t4\t0\n104265\tM\tMarried\t1968\tL: 300,000 and above\t9000\tHS-grad\t0\t3\tMachine\t4\t0\n104266\tM\tMarried\t1970\tG: 130,000 - 149,999\t11000\tBach.\t0\t3\tSales\t6\t0\n104267\tM\tNeverM\t1969\tL: 300,000 and above\t7000\t< Bach.\t1\t2\tProf.\t4\t0\n104268\tM\tMarried\t1968\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t3\tMachine\t4\t0\n104269\tM\tNeverM\t1963\tJ: 190,000 - 249,999\t10000\tHS-grad\t0\t2\tCrafts\t4\t0\n104270\tM\tNeverM\t1983\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t1\tHandler\t2\t1\n104271\tM\tMarried\t1974\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t3\tCrafts\t3\t1\n104272\tF\tNeverM\t1956\tA: Below 30,000\t1500\tAssoc-V\t0\t2\tOther\t7\t0\n104273\tM\tMarried\t1966\tL: 300,000 and above\t11000\tHS-grad\t0\t3\tCleric.\t4\t0\n104274\tF\tNeverM\t1981\tF: 110,000 - 129,999\t10000\tHS-grad\t0\t1\tCleric.\t2\t1\n104275\tF\tWidowed\t1922\tF: 110,000 - 129,999\t1500\tBach.\t0\t2\tProf.\t0\t0\n104276\tM\tMarried\t1955\tK: 250,000 - 299,999\t11000\t< Bach.\t1\t3\tCrafts\t6\t0\n104277\tM\tNeverM\t1972\tD: 70,000 - 89,999\t15000\tHS-grad\t0\t1\tMachine\t5\t0\n104278\tM\tMarried\t1957\tL: 300,000 and above\t11000\tHS-grad\t1\t3\tSales\t7\t0\n104279\tM\tMabsent\t1974\tB: 30,000 - 49,999\t3000\tBach.\t0\t2\t?\t4\t1\n104280\tF\tNeverM\t1981\tF: 110,000 - 129,999\t9000\t< Bach.\t0\t2\tOther\t2\t1\n104281\tM\tMarried\t1940\tC: 50,000 - 69,999\t9000\t9th\t0\t3\tCrafts\t3\t0\n104282\tM\tNeverM\t1980\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tCrafts\t4\t1\n104283\tM\tNeverM\t1964\tL: 300,000 and above\t9000\tHS-grad\t0\t1\tFarming\t1\t0\n104284\tM\tMarried\t1966\tL: 300,000 and above\t9000\tAssoc-A\t0\t3\tFarming\t4\t0\n104285\tF\tMarried\t1969\tE: 90,000 - 109,999\t7000\tHS-grad\t1\t4-5\tOther\t3\t0\n104286\tF\tMarried\t1948\tI: 170,000 - 189,999\t1500\t9th\t0\t4-5\tTechSup\t3\t0\n104287\tM\tMarried\t1960\tI: 170,000 - 189,999\t9000\tBach.\t1\t3\tCrafts\t4\t0\n104288\tM\tMarried\t1961\tJ: 190,000 - 249,999\t9000\tHS-grad\t1\t3\tTechSup\t3\t0\n104289\tM\tMarried\t1958\tG: 130,000 - 149,999\t3000\t< Bach.\t0\t3\tHandler\t5\t0\n104290\tM\tNeverM\t1977\tH: 150,000 - 169,999\t10000\tHS-grad\t0\t6-8\tCrafts\t3\t1\n104291\tF\tDivorc.\t1967\tB: 30,000 - 49,999\t7000\t< Bach.\t0\t2\tProf.\t4\t0\n104292\tM\tMarried\t1968\tI: 170,000 - 189,999\t1500\tBach.\t1\t1\tSales\t4\t0\n104293\tF\tDivorc.\t1950\tG: 130,000 - 149,999\t3000\t7th-8th\t0\t2\tMachine\t5\t0\n104294\tM\tMarried\t1977\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t3\tTransp.\t5\t1\n104295\tM\tMarried\t1958\tG: 130,000 - 149,999\t11000\tHS-grad\t1\t3\tSales\t6\t0\n104296\tM\tWidowed\t1952\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t9+\tTransp.\t5\t0\n104297\tF\tNeverM\t1978\tB: 30,000 - 49,999\t1500\tBach.\t0\t2\tTechSup\t3\t1\n104298\tM\tMarried\t1946\tF: 110,000 - 129,999\t9000\tMasters\t1\t3\tSales\t10\t0\n104299\tF\tMarried\t1965\tI: 170,000 - 189,999\t5000\tProfsc\t0\t4-5\tSales\t4\t0\n104301\tM\tMarried\t1953\tG: 130,000 - 149,999\t5000\tHS-grad\t1\t3\tTransp.\t6\t0\n104302\tM\tNeverM\t1980\tC: 50,000 - 69,999\t3000\t< Bach.\t0\t2\tHandler\t2\t1\n104303\tF\tSepar.\t1975\tD: 70,000 - 89,999\t3000\t< Bach.\t0\t9+\tOther\t1\t1\n104304\tM\tMarried\t1960\tF: 110,000 - 129,999\t7000\t< Bach.\t1\t3\tSales\t4\t0\n104305\tM\tNeverM\t1975\tB: 30,000 - 49,999\t1500\tAssoc-V\t0\t2\tSales\t4\t1\n104306\tM\tDivorc.\t1962\tH: 150,000 - 169,999\t10000\tHS-grad\t0\t1\tExec.\t5\t0\n104307\tM\tMarried\t1943\tH: 150,000 - 169,999\t7000\tProfsc\t1\t3\tProf.\t11\t0\n104308\tF\tDivorc.\t1959\tL: 300,000 and above\t9000\t< Bach.\t0\t9+\tCleric.\t4\t0\n104309\tF\tNeverM\t1978\tL: 300,000 and above\t11000\tBach.\t0\t2\tProf.\t2\t1\n104310\tF\tWidowed\t1956\tJ: 190,000 - 249,999\t9000\tAssoc-A\t0\t2\tExec.\t8\t0\n104311\tF\tMarried\t1971\tF: 110,000 - 129,999\t9000\tAssoc-V\t0\t4-5\tCleric.\t4\t0\n104312\tM\tMarried\t1970\tJ: 190,000 - 249,999\t15000\t10th\t0\t3\tMachine\t3\t0\n104313\tM\tDivorc.\t1958\tE: 90,000 - 109,999\t1500\tBach.\t0\t2\tProf.\t6\t0\n104314\tF\tMabsent\t1957\tJ: 190,000 - 249,999\t9000\t7th-8th\t0\t9+\tHouse-s\t2\t0\n104315\tF\tSepar.\t1946\tL: 300,000 and above\t7000\t< Bach.\t0\t2\tSales\t6\t0\n104316\tM\tMarried\t1963\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t3\tCrafts\t3\t0\n104317\tM\tMarried\t1948\tJ: 190,000 - 249,999\t9000\tMasters\t1\t3\tProf.\t6\t0\n104318\tM\tMarried\t1936\tJ: 190,000 - 249,999\t11000\t11th\t0\t3\t?\t7\t0\n104319\tF\tDivorc.\t1967\tH: 150,000 - 169,999\t7000\tBach.\t0\t9+\tProf.\t4\t0\n104320\tM\tMarried\t1948\tK: 250,000 - 299,999\t15000\tBach.\t1\t3\tTechSup\t8\t0\n104321\tM\tMarried\t1972\tL: 300,000 and above\t11000\tHS-grad\t0\t3\tCrafts\t5\t0\n104322\tF\tMarried\t1935\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t4-5\t?\t7\t0\n104323\tM\tNeverM\t1944\tL: 300,000 and above\t9000\tBach.\t0\t2\tCrafts\t7\t0\n104324\tM\tMabsent\t1960\tJ: 190,000 - 249,999\t15000\tProfsc\t1\t2\tProf.\t4\t0\n104325\tM\tMarried\t1964\tB: 30,000 - 49,999\t3000\t9th\t1\t3\tMachine\t4\t0\n104326\tM\tMarried\t1972\tF: 110,000 - 129,999\t3000\t< Bach.\t0\t3\tSales\t4\t0\n104327\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tOther\t2\t1\n104328\tM\tMarried\t1954\tH: 150,000 - 169,999\t10000\t7th-8th\t0\t3\tMachine\t6\t0\n104329\tM\tMarried\t1965\tK: 250,000 - 299,999\t7000\tBach.\t0\t3\tCrafts\t5\t0\n104330\tM\tNeverM\t1976\tG: 130,000 - 149,999\t1500\tBach.\t0\t1\tTechSup\t3\t1\n104331\tM\tMarried\t1961\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t3\tCleric.\t5\t0\n104332\tM\tDivorc.\t1971\tI: 170,000 - 189,999\t11000\tBach.\t1\t6-8\tProf.\t3\t0\n104333\tF\tWidowed\t1937\tL: 300,000 and above\t15000\tBach.\t0\t2\tProf.\t5\t0\n104334\tM\tMarried\t1969\tA: Below 30,000\t1500\t< Bach.\t1\t3\tCrafts\t5\t0\n104335\tF\tMarried\t1965\tE: 90,000 - 109,999\t3000\tHS-grad\t1\t4-5\tCleric.\t4\t0\n104336\tM\tNeverM\t1978\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t9+\tCrafts\t3\t1\n104337\tM\tNeverM\t1966\tI: 170,000 - 189,999\t15000\tHS-grad\t0\t2\tCrafts\t4\t0\n104338\tF\tNeverM\t1955\tH: 150,000 - 169,999\t3000\t< Bach.\t1\t2\tExec.\t5\t0\n104339\tM\tNeverM\t1975\tL: 300,000 and above\t11000\tBach.\t0\t2\tSales\t3\t1\n104340\tM\tMarried\t1956\tH: 150,000 - 169,999\t10000\tPhD\t0\t3\tCrafts\t6\t0\n104341\tF\tNeverM\t1986\tE: 90,000 - 109,999\t7000\t11th\t0\t1\tSales\t1\t1\n104342\tM\tNeverM\t1979\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t2\tExec.\t3\t1\n104343\tF\tNeverM\t1981\tH: 150,000 - 169,999\t3000\t< Bach.\t0\t6-8\tSales\t1\t1\n104344\tM\tMarried\t1950\tB: 30,000 - 49,999\t3000\tHS-grad\t0\t3\tCrafts\t5\t0\n104345\tM\tMarried\t1955\tH: 150,000 - 169,999\t1500\tHS-grad\t1\t3\tTransp.\t7\t0\n104346\tM\tMarried\t1955\tC: 50,000 - 69,999\t3000\tBach.\t1\t3\tExec.\t7\t0\n104347\tM\tMarried\t1971\tK: 250,000 - 299,999\t15000\tAssoc-A\t1\t3\tTechSup\t3\t0\n104348\tM\tNeverM\t1983\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t1\tCleric.\t2\t1\n104349\tF\tNeverM\t1980\tE: 90,000 - 109,999\t1500\tBach.\t0\t1\tCleric.\t2\t1\n104350\tF\tDivorc.\t1958\tH: 150,000 - 169,999\t1500\tHS-grad\t0\t6-8\tOther\t5\t0\n104351\tM\tMarried\t1964\tJ: 190,000 - 249,999\t11000\tProfsc\t1\t3\tProf.\t5\t0\n104352\tM\tNeverM\t1968\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t9+\tMachine\t6\t0\n104353\tM\tMarried\t1974\tJ: 190,000 - 249,999\t9000\tProfsc\t0\t3\tProf.\t6\t1\n104354\tM\tNeverM\t1986\tL: 300,000 and above\t11000\t11th\t0\t1\tFarming\t0\t1\n104355\tF\tNeverM\t1967\tJ: 190,000 - 249,999\t9000\tBach.\t0\t2\tSales\t5\t0\n104356\tM\tMarried\t1948\tG: 130,000 - 149,999\t9000\tHS-grad\t0\t3\tCrafts\t6\t0\n104357\tM\tMarried\t1976\tF: 110,000 - 129,999\t7000\t9th\t0\t3\tCrafts\t3\t1\n104358\tM\tDivorc.\t1961\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t9+\tSales\t4\t0\n104359\tF\tWidowed\t1927\tD: 70,000 - 89,999\t1500\t7th-8th\t0\t2\tOther\t6\t0\n104360\tF\tDivorc.\t1967\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t2\tExec.\t0\t0\n104361\tF\tNeverM\t1978\tG: 130,000 - 149,999\t7000\tHS-grad\t0\t1\tCleric.\t3\t1\n104362\tM\tMarried\t1955\tE: 90,000 - 109,999\t9000\tHS-grad\t1\t3\tCrafts\t5\t0\n104363\tM\tMarried\t1976\tE: 90,000 - 109,999\t1500\tHS-grad\t0\t3\tTechSup\t3\t1\n104364\tF\tMarried\t1964\tF: 110,000 - 129,999\t5000\tBach.\t0\t4-5\tProf.\t4\t0\n104365\tF\tNeverM\t1981\tJ: 190,000 - 249,999\t10000\tBach.\t0\t2\tExec.\t2\t1\n104366\tM\tNeverM\t1986\tJ: 190,000 - 249,999\t15000\t11th\t0\t1\tHandler\t1\t1\n104367\tM\tMarried\t1959\tH: 150,000 - 169,999\t10000\tBach.\t1\t3\tExec.\t7\t0\n104368\tM\tNeverM\t1979\tJ: 190,000 - 249,999\t11000\tBach.\t0\t2\tCleric.\t2\t1\n104369\tM\tMarried\t1958\tD: 70,000 - 89,999\t5000\tBach.\t1\t3\tExec.\t6\t0\n104370\tF\tMarried\t1958\tI: 170,000 - 189,999\t3000\tBach.\t0\t4-5\tExec.\t8\t0\n104371\tF\tSepar.\t1956\tJ: 190,000 - 249,999\t11000\t5th-6th\t0\t9+\tSales\t5\t0\n104372\tF\tDivorc.\t1956\tE: 90,000 - 109,999\t3000\tHS-grad\t0\t2\tSales\t5\t0\n104373\tM\tMarried\t1960\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tTechSup\t2\t0\n104374\tM\tMarried\t1964\tJ: 190,000 - 249,999\t11000\tPhD\t1\t3\tProf.\t6\t0\n104375\tM\tMarried\t1965\tB: 30,000 - 49,999\t5000\tAssoc-V\t1\t3\tCrafts\t4\t0\n104376\tM\tDivorc.\t1971\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t9+\tHandler\t3\t0\n104377\tM\tMarried\t1967\tH: 150,000 - 169,999\t5000\tHS-grad\t0\t3\tCrafts\t5\t0\n104378\tM\tMarried\t1956\tG: 130,000 - 149,999\t7000\tHS-grad\t1\t3\tExec.\t6\t0\n104379\tM\tMarried\t1934\tB: 30,000 - 49,999\t1500\t< Bach.\t1\t3\tExec.\t9\t0\n104380\tF\tNeverM\t1955\tD: 70,000 - 89,999\t9000\tHS-grad\t0\t1\tExec.\t5\t0\n104381\tF\tMarried\t1965\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t4-5\tCleric.\t2\t0\n104382\tM\tNeverM\t1966\tI: 170,000 - 189,999\t15000\t< Bach.\t0\t2\tExec.\t4\t0\n104383\tF\tMarried\t1979\tF: 110,000 - 129,999\t1500\tBach.\t0\t4-5\tExec.\t2\t1\n104384\tM\tMarried\t1965\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t3\tCrafts\t7\t0\n104385\tM\tMarried\t1966\tI: 170,000 - 189,999\t1500\tHS-grad\t1\t3\tSales\t6\t0\n104386\tM\tMarried\t1937\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t3\t?\t8\t0\n104387\tM\tNeverM\t1980\tF: 110,000 - 129,999\t9000\tAssoc-A\t0\t1\tCleric.\t2\t1\n104388\tF\tNeverM\t1980\tK: 250,000 - 299,999\t7000\tBach.\t0\t6-8\tHandler\t2\t1\n104389\tM\tNeverM\t1955\tE: 90,000 - 109,999\t7000\t< Bach.\t0\t2\tCleric.\t4\t0\n104390\tF\tNeverM\t1977\tG: 130,000 - 149,999\t9000\tHS-grad\t0\t9+\tOther\t2\t1\n104391\tM\tDivorc.\t1954\tH: 150,000 - 169,999\t10000\t11th\t0\t9+\tHandler\t5\t0\n104392\tM\tMarried\t1959\tE: 90,000 - 109,999\t9000\tHS-grad\t0\t3\tSales\t8\t0\n104393\tM\tMarried\t1968\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t3\tCleric.\t4\t0\n104394\tF\tMarried\t1957\tI: 170,000 - 189,999\t1500\tBach.\t1\t4-5\tProf.\t5\t0\n104395\tM\tNeverM\t1980\tL: 300,000 and above\t11000\tBach.\t0\t2\tSales\t2\t1\n104396\tM\tNeverM\t1979\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t1\tOther\t2\t1\n104397\tF\tWidowed\t1940\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t6-8\tMachine\t6\t0\n104398\tF\tSepar.\t1952\tF: 110,000 - 129,999\t9000\t9th\t0\t6-8\tOther\t5\t0\n104399\tM\tMarried\t1956\tE: 90,000 - 109,999\t3000\t< Bach.\t0\t3\tExec.\t5\t0\n104401\tF\tNeverM\t1980\tB: 30,000 - 49,999\t7000\t< Bach.\t0\t2\tSales\t2\t1\n104402\tM\tDivorc.\t1963\tJ: 190,000 - 249,999\t11000\t12th\t0\t2\tCrafts\t4\t0\n104403\tF\tMarried\t1979\tC: 50,000 - 69,999\t7000\t1st-4th\t0\t1\tOther\t1\t1\n104404\tM\tMarried\t1947\tF: 110,000 - 129,999\t3000\tHS-grad\t0\t3\tCleric.\t6\t0\n104405\tM\tDivorc.\t1975\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\tTechSup\t1\t1\n104406\tF\tNeverM\t1979\tF: 110,000 - 129,999\t3000\t< Bach.\t0\t1\tCleric.\t2\t1\n104407\tF\tNeverM\t1945\tJ: 190,000 - 249,999\t11000\tBach.\t0\t2\tProf.\t6\t0\n104408\tF\tNeverM\t1984\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t1\tCleric.\t0\t1\n104409\tM\tNeverM\t1972\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t1\tCrafts\t2\t0\n104410\tM\tMarried\t1967\tL: 300,000 and above\t11000\tPhD\t0\t3\tProf.\t4\t0\n104411\tM\tNeverM\t1980\tK: 250,000 - 299,999\t11000\t7th-8th\t0\t2\tOther\t2\t1\n104412\tM\tMarried\t1975\tL: 300,000 and above\t11000\tHS-grad\t0\t3\tCrafts\t3\t1\n104413\tM\tMarried\t1944\tL: 300,000 and above\t15000\tMasters\t0\t3\t?\t3\t0\n104414\tM\tMarried\t1944\tL: 300,000 and above\t11000\tAssoc-V\t0\t3\tSales\t7\t0\n104415\tM\tSepar.\t1979\tJ: 190,000 - 249,999\t11000\t7th-8th\t0\t1\tMachine\t2\t1\n104416\tF\tWidowed\t1928\tB: 30,000 - 49,999\t5000\tHS-grad\t0\t2\t?\t2\t0\n104417\tF\tNeverM\t1974\tD: 70,000 - 89,999\t10000\t< Bach.\t0\t9+\tCleric.\t3\t1\n104418\tM\tMarried\t1938\tL: 300,000 and above\t7000\tAssoc-V\t1\t3\t?\t8\t0\n104419\tM\tMarried\t1965\tJ: 190,000 - 249,999\t11000\tMasters\t1\t3\tExec.\t5\t0\n104420\tM\tMarried\t1975\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tExec.\t4\t1\n104421\tM\tDivorc.\t1957\tJ: 190,000 - 249,999\t15000\tBach.\t0\t2\tCrafts\t6\t0\n104422\tF\tDivorc.\t1969\tI: 170,000 - 189,999\t1500\tAssoc-A\t0\t9+\tSales\t4\t0\n104423\tF\tDivorc.\t1936\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\tCleric.\t7\t0\n104424\tM\tMarried\t1947\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tProf.\t10\t0\n104425\tM\tNeverM\t1981\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tSales\t2\t1\n104426\tF\tNeverM\t1981\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t6-8\tTechSup\t2\t1\n104427\tM\tNeverM\t1965\tF: 110,000 - 129,999\t9000\tMasters\t1\t2\tProf.\t4\t0\n104428\tF\tMabsent\t1958\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t2\tCleric.\t5\t0\n104429\tM\tMarried\t1953\tC: 50,000 - 69,999\t9000\t< Bach.\t1\t3\tSales\t8\t0\n104430\tM\tMarried\t1963\tH: 150,000 - 169,999\t3000\tBach.\t0\t6-8\tProf.\t4\t0\n104431\tF\tDivorc.\t1969\tI: 170,000 - 189,999\t3000\tAssoc-V\t0\t9+\tProf.\t3\t0\n104432\tF\tNeverM\t1986\tF: 110,000 - 129,999\t10000\t10th\t0\t1\tOther\t1\t1\n104433\tM\tMarried\t1955\tH: 150,000 - 169,999\t10000\tBach.\t1\t3\tCleric.\t6\t0\n104434\tM\tMarried\t1958\tI: 170,000 - 189,999\t10000\tAssoc-A\t0\t3\tHandler\t5\t0\n104435\tM\tMarried\t1979\tL: 300,000 and above\t11000\tBach.\t1\t3\tProf.\t2\t1\n104436\tM\tMarried\t1960\tL: 300,000 and above\t9000\tBach.\t0\t3\tExec.\t4\t0\n104437\tF\tDivorc.\t1947\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t9+\tOther\t6\t0\n104438\tM\tDivorc.\t1973\tA: Below 30,000\t1500\tBach.\t0\t2\tOther\t3\t0\n104439\tM\tMarried\t1929\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t3\tOther\t6\t0\n104440\tM\tMarried\t1936\tJ: 190,000 - 249,999\t11000\tBach.\t0\t3\tProf.\t0\t0\n104441\tF\tNeverM\t1982\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t2\tOther\t1\t1\n104442\tM\tMarried\t1945\tI: 170,000 - 189,999\t3000\tHS-grad\t1\t3\tSales\t6\t0\n104443\tF\tNeverM\t1983\tA: Below 30,000\t1500\t< Bach.\t0\t9+\t?\t1\t1\n104444\tM\tNeverM\t1982\tL: 300,000 and above\t7000\tHS-grad\t0\t2\tCrafts\t2\t1\n104445\tF\tDivorc.\t1964\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\t?\t2\t0\n104446\tM\tNeverM\t1985\tF: 110,000 - 129,999\t5000\t< Bach.\t0\t1\tOther\t2\t1\n104447\tM\tNeverM\t1978\tJ: 190,000 - 249,999\t11000\tAssoc-A\t1\t2\tProf.\t3\t1\n104448\tM\tNeverM\t1980\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tCrafts\t2\t1\n104449\tM\tMarried\t1957\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tCrafts\t6\t0\n104450\tF\tSepar.\t1978\tH: 150,000 - 169,999\t15000\t< Bach.\t0\t9+\tCleric.\t3\t1\n104451\tF\tMarried\t1974\tB: 30,000 - 49,999\t1500\tHS-grad\t1\t4-5\tCleric.\t3\t1\n104452\tM\tNeverM\t1982\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t1\t?\t3\t1\n104453\tF\tDivorc.\t1954\tJ: 190,000 - 249,999\t11000\tAssoc-A\t0\t2\tExec.\t5\t0\n104454\tM\tMarried\t1943\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tSales\t8\t0\n104455\tM\tMarried\t1973\tH: 150,000 - 169,999\t1500\tAssoc-V\t1\t3\tProf.\t5\t0\n104456\tM\tNeverM\t1969\tC: 50,000 - 69,999\t7000\tBach.\t0\t9+\tExec.\t3\t0\n104457\tM\tMarried\t1952\tE: 90,000 - 109,999\t10000\t< Bach.\t1\t3\tSales\t5\t0\n104458\tF\tNeverM\t1985\tA: Below 30,000\t1500\t11th\t0\t1\t?\t2\t1\n104459\tM\tMarried\t1963\tL: 300,000 and above\t11000\t7th-8th\t0\t3\tSales\t4\t0\n104460\tM\tMarried\t1973\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tSales\t5\t0\n104461\tM\tMarried\t1953\tA: Below 30,000\t3000\t< Bach.\t1\t3\tFarming\t5\t0\n104462\tM\tMarried\t1940\tD: 70,000 - 89,999\t10000\t< Bach.\t0\t3\tProf.\t6\t0\n104463\tM\tMarried\t1961\tB: 30,000 - 49,999\t1500\tBach.\t0\t3\tSales\t6\t0\n104464\tF\tNeverM\t1976\tL: 300,000 and above\t11000\tBach.\t0\t2\tCleric.\t5\t1\n104465\tM\tMarried\t1960\tH: 150,000 - 169,999\t10000\tBach.\t0\t3\tMachine\t4\t0\n104466\tF\tSepar.\t1954\tL: 300,000 and above\t9000\tMasters\t0\t9+\tProf.\t9\t0\n104467\tM\tNeverM\t1979\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\tMachine\t2\t1\n104468\tF\tDivorc.\t1971\tH: 150,000 - 169,999\t5000\tBach.\t0\t2\tMachine\t3\t0\n104469\tF\tNeverM\t1983\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t1\tOther\t2\t1\n104470\tF\tDivorc.\t1968\tJ: 190,000 - 249,999\t10000\tBach.\t0\t9+\tProf.\t3\t0\n104471\tF\tNeverM\t1980\tH: 150,000 - 169,999\t10000\t< Bach.\t0\t1\tOther\t2\t1\n104472\tM\tNeverM\t1983\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tOther\t2\t1\n104473\tF\tMarried\t1976\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t4-5\tProtec.\t3\t1\n104474\tM\tMarried\t1971\tI: 170,000 - 189,999\t1500\tBach.\t1\t3\tExec.\t3\t0\n104475\tM\tMarried\t1966\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t3\tTransp.\t5\t0\n104476\tM\tNeverM\t1970\tL: 300,000 and above\t9000\tBach.\t0\t2\tExec.\t3\t0\n104477\tF\tNeverM\t1968\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t6-8\tOther\t3\t0\n104478\tF\tDivorc.\t1971\tJ: 190,000 - 249,999\t10000\tHS-grad\t0\t1\tCleric.\t3\t0\n104479\tM\tMarried\t1974\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t3\tTransp.\t3\t1\n104480\tF\tDivorc.\t1948\tD: 70,000 - 89,999\t5000\tAssoc-V\t0\t9+\tCleric.\t6\t0\n104481\tF\tNeverM\t1985\tL: 300,000 and above\t15000\tHS-grad\t0\t2\tSales\t1\t1\n104482\tM\tNeverM\t1972\tJ: 190,000 - 249,999\t11000\t9th\t0\t1\tOther\t3\t0\n104483\tM\tMarried\t1977\tJ: 190,000 - 249,999\t11000\t11th\t1\t3\tCleric.\t3\t1\n104484\tM\tMarried\t1966\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t3\tOther\t5\t0\n104485\tF\tMarried\t1959\tH: 150,000 - 169,999\t7000\tHS-grad\t0\t4-5\tSales\t7\t0\n104486\tM\tMarried\t1960\tK: 250,000 - 299,999\t7000\tBach.\t1\t3\tMachine\t4\t0\n104487\tM\tMarried\t1954\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t3\tSales\t7\t0\n104488\tM\tMarried\t1953\tH: 150,000 - 169,999\t7000\tHS-grad\t1\t3\tCleric.\t5\t0\n104489\tM\tMarried\t1952\tA: Below 30,000\t1500\tHS-grad\t0\t3\tFarming\t8\t0\n104490\tF\tNeverM\t1985\tG: 130,000 - 149,999\t5000\t11th\t0\t1\tSales\t0\t1\n104491\tF\tDivorc.\t1964\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t2\tCleric.\t4\t0\n104492\tF\tNeverM\t1985\tF: 110,000 - 129,999\t5000\t< Bach.\t0\t1\t?\t2\t1\n104493\tM\tMarried\t1934\tH: 150,000 - 169,999\t1500\t11th\t0\t3\t?\t9\t0\n104494\tF\tNeverM\t1977\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t1\tCleric.\t3\t1\n104495\tF\tNeverM\t1954\tH: 150,000 - 169,999\t3000\tAssoc-V\t0\t9+\tExec.\t5\t0\n104496\tF\tNeverM\t1947\tI: 170,000 - 189,999\t3000\tHS-grad\t0\t2\tProf.\t7\t0\n104497\tF\tNeverM\t1976\tF: 110,000 - 129,999\t3000\tHS-grad\t0\t2\tExec.\t3\t1\n104498\tM\tNeverM\t1954\tE: 90,000 - 109,999\t10000\t7th-8th\t0\t2\tMachine\t6\t0\n104499\tF\tDivorc.\t1970\tF: 110,000 - 129,999\t3000\tHS-grad\t0\t9+\tCleric.\t3\t0\n100100\tF\tMarried\t1959\tJ: 190,000 - 249,999\t10000\tMasters\t1\t4-5\tProf.\t4\t0\n100200\tM\tNeverM\t1983\tL: 300,000 and above\t9000\t< Bach.\t0\t1\tOther\t2\t1\n100300\tM\tMarried\t1961\tG: 130,000 - 149,999\t10000\tBach.\t1\t3\tProf.\t4\t0\n100400\tM\tDivorc.\t1944\tC: 50,000 - 69,999\t9000\t12th\t0\t6-8\tTransp.\t6\t0\n100500\tM\tNeverM\t1983\tH: 150,000 - 169,999\t15000\tHS-grad\t0\t1\tCrafts\t2\t1\n100600\tM\tMarried\t1978\tK: 250,000 - 299,999\t9000\t11th\t0\t3\tTransp.\t3\t1\n100700\tM\tMarried\t1947\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t3\tCrafts\t6\t0\n100800\tM\tMarried\t1935\tK: 250,000 - 299,999\t11000\tBach.\t0\t3\tSales\t5\t0\n100900\tM\tMarried\t1959\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t3\tExec.\t4\t0\n101000\tM\tMarried\t1936\tG: 130,000 - 149,999\t7000\t7th-8th\t0\t3\tCrafts\t7\t0\n101100\tM\tNeverM\t1969\tJ: 190,000 - 249,999\t15000\tAssoc-V\t0\t2\tOther\t4\t0\n101200\tF\tNeverM\t1984\tL: 300,000 and above\t9000\t< Bach.\t0\t1\t?\t1\t1\n101300\tM\tMarried\t1960\tJ: 190,000 - 249,999\t15000\t< Bach.\t1\t3\tTechSup\t4\t0\n101400\tM\tMarried\t1964\tB: 30,000 - 49,999\t1500\t9th\t1\t3\tMachine\t4\t0\n101500\tM\tNeverM\t1981\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tSales\t2\t1\n101600\tM\tMarried\t1958\tF: 110,000 - 129,999\t3000\t< Bach.\t1\t3\tExec.\t5\t0\n101700\tF\tNeverM\t1973\tK: 250,000 - 299,999\t11000\tAssoc-A\t0\t9+\tMachine\t3\t0\n101800\tM\tMarried\t1958\tG: 130,000 - 149,999\t3000\tAssoc-V\t1\t3\tCrafts\t5\t0\n101900\tM\tMarried\t1950\tC: 50,000 - 69,999\t5000\tHS-grad\t0\t3\tTransp.\t5\t0\n102000\tF\tMabsent\t1960\tL: 300,000 and above\t9000\tHS-grad\t0\t9+\tExec.\t4\t0\n102100\tF\tNeverM\t1983\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t2\tOther\t2\t1\n102200\tM\tMarried\t1967\tC: 50,000 - 69,999\t5000\tHS-grad\t0\t3\tCrafts\t4\t0\n102300\tM\tMarried\t1972\tG: 130,000 - 149,999\t3000\t12th\t0\t3\tCrafts\t3\t0\n102400\tM\tMarried\t1967\tL: 300,000 and above\t11000\tBach.\t1\t3\tExec.\t5\t0\n102500\tM\tDivorc.\t1941\tG: 130,000 - 149,999\t9000\tHS-grad\t0\t6-8\tTransp.\t6\t0\n102600\tF\tNeverM\t1973\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t2\tSales\t3\t0\n102700\tM\tMarried\t1961\tK: 250,000 - 299,999\t15000\tBach.\t0\t3\tExec.\t6\t0\n102800\tM\tDivorc.\t1973\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\tMachine\t3\t0\n102900\tM\tNeverM\t1978\tC: 50,000 - 69,999\t9000\t12th\t0\t6-8\tOther\t3\t1\n103000\tF\tDivorc.\t1963\tE: 90,000 - 109,999\t9000\tHS-grad\t0\t2\tCleric.\t3\t0\n103100\tM\tMarried\t1955\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t3\tCrafts\t6\t0\n103200\tF\tDivorc.\t1971\tF: 110,000 - 129,999\t5000\tAssoc-A\t0\t9+\tProf.\t3\t0\n103300\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t2\tCrafts\t3\t1\n103400\tM\tMarried\t1962\tB: 30,000 - 49,999\t1500\tAssoc-V\t0\t3\tFarming\t5\t0\n103500\tF\tDivorc.\t1958\tL: 300,000 and above\t15000\tProfsc\t0\t9+\tProf.\t5\t0\n103600\tF\tNeverM\t1977\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t6-8\tSales\t1\t1\n103700\tM\tMarried\t1968\tD: 70,000 - 89,999\t15000\tBach.\t0\t3\tOther\t4\t0\n103800\tM\tMarried\t1950\tH: 150,000 - 169,999\t1500\tHS-grad\t0\t3\tCrafts\t9\t0\n103900\tM\tMarried\t1960\tK: 250,000 - 299,999\t7000\tAssoc-A\t0\t3\tSales\t6\t0\n104000\tF\tDivorc.\t1968\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t1\tCleric.\t4\t0\n104100\tM\tNeverM\t1979\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tHandler\t2\t1\n104200\tM\tNeverM\t1978\tE: 90,000 - 109,999\t1500\tHS-grad\t0\t2\tExec.\t3\t1\n104300\tM\tMarried\t1952\tH: 150,000 - 169,999\t1500\tHS-grad\t0\t3\tCrafts\t3\t0\n104400\tM\tNeverM\t1966\tJ: 190,000 - 249,999\t10000\tHS-grad\t0\t9+\tCrafts\t4\t0\n104500\tF\tDivorc.\t1962\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t9+\tCrafts\t5\t0\n100001\tF\tWidowed\t1941\tG: 130,000 - 149,999\t1500\t< Bach.\t0\t2\tExec.\t3\t0\n100002\tF\tNeverM\t1962\tL: 300,000 and above\t7000\tBach.\t0\t2\tProf.\t4\t0\n100003\tM\tNeverM\t1969\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t2\tSales\t6\t0\n100004\tF\tDivorc.\t1953\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t2\tSales\t5\t0\n100005\tM\tMarried\t1957\tB: 30,000 - 49,999\t1500\tAssoc-A\t1\t3\tCrafts\t5\t0\n100006\tF\tNeverM\t1983\tG: 130,000 - 149,999\t5000\t< Bach.\t0\t9+\tProf.\t2\t1\n100007\tF\tDivorc.\t1963\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tOther\t5\t0\n100008\tM\tNeverM\t1962\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t2\tCrafts\t5\t0\n100009\tM\tMarried\t1974\tG: 130,000 - 149,999\t3000\tBach.\t1\t3\tProf.\t3\t1\n100010\tM\tMarried\t1975\tL: 300,000 and above\t9000\tHS-grad\t0\t3\tCrafts\t3\t1\n100011\tM\tNeverM\t1972\tF: 110,000 - 129,999\t10000\t9th\t0\t2\tFarming\t3\t0\n100012\tM\tMarried\t1968\tH: 150,000 - 169,999\t15000\tPhD\t1\t3\tProf.\t4\t0\n100013\tM\tMarried\t1961\tD: 70,000 - 89,999\t5000\tHS-grad\t0\t3\tTransp.\t5\t0\n100014\tF\tDivorc.\t1954\tB: 30,000 - 49,999\t3000\tHS-grad\t0\t2\tCleric.\t5\t0\n100015\tM\tSepar.\t1959\tL: 300,000 and above\t9000\t< Bach.\t0\t2\tExec.\t6\t0\n100016\tF\tDivorc.\t1969\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t9+\tExec.\t4\t0\n100017\tF\tMabsent\t1935\tI: 170,000 - 189,999\t10000\t< Bach.\t0\t9+\tFarming\t5\t0\n100018\tF\tMarried\t1976\tA: Below 30,000\t1500\t< Bach.\t0\t4-5\tHandler\t3\t1\n100019\tM\tMarried\t1971\tE: 90,000 - 109,999\t7000\tAssoc-V\t1\t3\tTransp.\t4\t0\n100020\tF\tDivorc.\t1946\tJ: 190,000 - 249,999\t9000\tMasters\t0\t9+\tOther\t6\t0\n100021\tM\tMarried\t1964\tI: 170,000 - 189,999\t11000\tHS-grad\t0\t3\tExec.\t4\t0\n100022\tM\tMarried\t1965\tI: 170,000 - 189,999\t5000\tAssoc-V\t1\t3\tExec.\t5\t0\n100023\tM\tMarried\t1949\tJ: 190,000 - 249,999\t7000\tHS-grad\t0\t3\tSales\t8\t0\n100024\tM\tMarried\t1952\tF: 110,000 - 129,999\t5000\tHS-grad\t0\t3\tCrafts\t5\t0\n100025\tF\tNeverM\t1977\tH: 150,000 - 169,999\t10000\tAssoc-A\t0\t2\tProf.\t3\t1\n100026\tM\tMarried\t1973\tL: 300,000 and above\t15000\tBach.\t0\t3\tSales\t3\t0\n100027\tM\tMarried\t1969\tL: 300,000 and above\t11000\t9th\t0\t3\tCrafts\t3\t0\n100028\tF\tNeverM\t1971\tE: 90,000 - 109,999\t1500\tBach.\t0\t2\tCleric.\t4\t0\n100029\tM\tMarried\t1962\tI: 170,000 - 189,999\t3000\tAssoc-A\t1\t3\tTechSup\t5\t0\n100030\tF\tDivorc.\t1980\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t2\tOther\t2\t1\n100031\tF\tDivorc.\t1967\tH: 150,000 - 169,999\t1500\tBach.\t0\t6-8\tSales\t4\t0\n100032\tM\tNeverM\t1965\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t2\tCleric.\t4\t0\n100033\tM\tDivorc.\t1958\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t9+\tMachine\t5\t0\n100034\tM\tMarried\t1963\tL: 300,000 and above\t9000\tPhD\t1\t3\tProf.\t4\t0\n100035\tF\tMarried\t1973\tH: 150,000 - 169,999\t5000\tBach.\t1\t4-5\tProf.\t4\t0\n100036\tM\tMarried\t1954\tL: 300,000 and above\t7000\tBach.\t0\t3\tExec.\t6\t0\n100037\tM\tSepar.\t1957\tJ: 190,000 - 249,999\t9000\tProfsc\t1\t2\tProf.\t6\t0\n100038\tF\tMarried\t1980\tG: 130,000 - 149,999\t5000\tHS-grad\t0\t6-8\tCleric.\t2\t1\n100039\tM\tMarried\t1970\tJ: 190,000 - 249,999\t15000\tAssoc-A\t1\t3\tProf.\t3\t0\n100040\tF\tNeverM\t1986\tJ: 190,000 - 249,999\t9000\t11th\t0\t1\tSales\t0\t1\n100041\tF\tNeverM\t1982\tL: 300,000 and above\t15000\tHS-grad\t0\t1\tHandler\t2\t1\n100042\tM\tMarried\t1966\tJ: 190,000 - 249,999\t9000\tBach.\t1\t3\tProf.\t1\t0\n100043\tM\tNeverM\t1979\tG: 130,000 - 149,999\t10000\tHS-grad\t0\t1\tOther\t2\t1\n100044\tM\tNeverM\t1980\tG: 130,000 - 149,999\t5000\tHS-grad\t0\t2\tSales\t2\t1\n100045\tM\tMarried\t1970\tL: 300,000 and above\t15000\tAssoc-A\t0\t3\tSales\t5\t0\n100046\tM\tMarried\t1962\tF: 110,000 - 129,999\t3000\t< Bach.\t1\t3\tExec.\t5\t0\n100047\tM\tNeverM\t1980\tC: 50,000 - 69,999\t3000\tHS-grad\t0\t1\tCleric.\t2\t1\n100048\tM\tNeverM\t1980\tI: 170,000 - 189,999\t1500\tHS-grad\t0\t1\tSales\t2\t1\n100049\tF\tDivorc.\t1948\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tMachine\t6\t0\n100050\tM\tNeverM\t1979\tF: 110,000 - 129,999\t1500\t12th\t0\t9+\tMachine\t2\t1\n100051\tF\tDivorc.\t1959\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tHandler\t6\t0\n100052\tM\tMarried\t1957\tH: 150,000 - 169,999\t5000\tMasters\t1\t3\tExec.\t6\t0\n100053\tM\tMarried\t1934\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t3\tTechSup\t5\t0\n100054\tF\tNeverM\t1968\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tExec.\t4\t0\n100055\tF\tMarried\t1978\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t4-5\tExec.\t1\t1\n100056\tM\tMarried\t1959\tF: 110,000 - 129,999\t9000\tBach.\t0\t3\tTechSup\t4\t0\n100057\tM\tMarried\t1962\tL: 300,000 and above\t9000\tBach.\t1\t3\tProf.\t4\t0\n100058\tM\tMarried\t1961\tH: 150,000 - 169,999\t3000\t< Bach.\t0\t3\tFarming\t6\t0\n100059\tM\tDivorc.\t1954\tE: 90,000 - 109,999\t3000\tHS-grad\t1\t2\tSales\t6\t0\n100060\tF\tMabsent\t1969\tG: 130,000 - 149,999\t15000\tHS-grad\t0\t9+\tOther\t6\t0\n100061\tM\tDivorc.\t1959\tD: 70,000 - 89,999\t5000\tAssoc-V\t0\t9+\tTechSup\t4\t0\n100062\tF\tNeverM\t1963\tK: 250,000 - 299,999\t15000\tBach.\t0\t2\tTechSup\t5\t0\n100063\tM\tMarried\t1950\tE: 90,000 - 109,999\t3000\tHS-grad\t1\t3\tTechSup\t5\t0\n100064\tM\tMarried\t1950\tG: 130,000 - 149,999\t5000\tHS-grad\t0\t3\tMachine\t5\t0\n100065\tM\tDivorc.\t1949\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t2\tTransp.\t5\t0\n100066\tM\tMarried\t1957\tL: 300,000 and above\t9000\tBach.\t1\t3\tProf.\t6\t0\n100067\tM\tNeverM\t1962\tH: 150,000 - 169,999\t5000\tBach.\t0\t2\tTechSup\t4\t0\n100068\tM\tMarried\t1942\tC: 50,000 - 69,999\t9000\tHS-grad\t1\t3\tExec.\t6\t0\n100069\tF\tDivorc.\t1958\tG: 130,000 - 149,999\t5000\tProfsc\t0\t9+\tProf.\t5\t0\n100070\tM\tMarried\t1960\tF: 110,000 - 129,999\t9000\t< Bach.\t1\t3\tCrafts\t5\t0\n100071\tM\tMarried\t1975\tG: 130,000 - 149,999\t9000\t< Bach.\t1\t3\tSales\t4\t1\n100072\tM\tMabsent\t1971\tJ: 190,000 - 249,999\t9000\t5th-6th\t0\t6-8\tCrafts\t3\t0\n100073\tM\tMarried\t1959\tK: 250,000 - 299,999\t15000\tPhD\t1\t3\tProf.\t4\t0\n100074\tM\tNeverM\t1967\tB: 30,000 - 49,999\t5000\tHS-grad\t0\t2\tFarming\t5\t0\n100075\tM\tMarried\t1964\tI: 170,000 - 189,999\t11000\tBach.\t0\t3\tCrafts\t4\t0\n100076\tM\tNeverM\t1982\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t1\tOther\t2\t1\n100077\tF\tMarried\t1959\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t4-5\tCleric.\t4\t0\n100078\tM\tMarried\t1975\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t3\tTransp.\t3\t1\n100079\tF\tNeverM\t1978\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t6-8\tCrafts\t3\t1\n100080\tM\tMarried\t1976\tG: 130,000 - 149,999\t9000\t9th\t0\t3\tCrafts\t3\t1\n100081\tM\tMarried\t1955\tE: 90,000 - 109,999\t7000\tBach.\t1\t3\tExec.\t7\t0\n100082\tM\tNeverM\t1975\tL: 300,000 and above\t15000\tBach.\t0\t2\tCleric.\t3\t1\n100083\tF\tDivorc.\t1974\tA: Below 30,000\t1500\tBach.\t0\t9+\tOther\t3\t1\n100084\tF\tWidowed\t1967\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t9+\tHandler\t3\t0\n100085\tM\tMarried\t1944\tH: 150,000 - 169,999\t5000\tHS-grad\t1\t3\tMachine\t6\t0\n100086\tF\tNeverM\t1984\tL: 300,000 and above\t15000\t12th\t0\t6-8\tOther\t1\t1\n100087\tM\tNeverM\t1970\tD: 70,000 - 89,999\t9000\tBach.\t0\t2\tProf.\t5\t0\n100088\tM\tNeverM\t1967\tL: 300,000 and above\t11000\t7th-8th\t0\t9+\tCrafts\t4\t0\n100089\tM\tMarried\t1935\tI: 170,000 - 189,999\t1500\tBach.\t1\t3\tExec.\t7\t0\n100090\tF\tNeverM\t1961\tI: 170,000 - 189,999\t1500\tBach.\t0\t2\tExec.\t4\t0\n100091\tM\tMarried\t1962\tF: 110,000 - 129,999\t5000\tBach.\t0\t3\tExec.\t4\t0\n100092\tM\tDivorc.\t1934\tL: 300,000 and above\t7000\tBach.\t0\t2\tHandler\t7\t0\n100093\tM\tMarried\t1946\tL: 300,000 and above\t15000\t< Bach.\t0\t3\tSales\t7\t0\n100094\tM\tMarried\t1957\tC: 50,000 - 69,999\t3000\tHS-grad\t1\t3\tMachine\t5\t0\n100095\tM\tMarried\t1966\tB: 30,000 - 49,999\t1500\tAssoc-V\t0\t3\tTechSup\t4\t0\n100096\tF\tNeverM\t1958\tL: 300,000 and above\t9000\tMasters\t0\t2\tProf.\t7\t0\n100097\tF\tNeverM\t1970\tI: 170,000 - 189,999\t1500\t5th-6th\t0\t9+\tOther\t3\t0\n100098\tM\tSepar.\t1978\tJ: 190,000 - 249,999\t11000\t11th\t0\t1\tCrafts\t3\t1\n100099\tM\tMarried\t1973\tL: 300,000 and above\t9000\tHS-grad\t0\t3\tTechSup\t3\t0\n100101\tM\tMarried\t1972\tH: 150,000 - 169,999\t7000\tBach.\t1\t3\tProf.\t3\t0\n100102\tM\tNeverM\t1966\tC: 50,000 - 69,999\t5000\tHS-grad\t0\t9+\tCrafts\t4\t0\n100103\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t1\tProtec.\t3\t1\n100104\tM\tSepar.\t1982\tI: 170,000 - 189,999\t1500\t10th\t0\t1\tMachine\t2\t1\n100105\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t10000\tBach.\t0\t1\tCleric.\t3\t1\n100106\tF\tMarried\t1963\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t4-5\tExec.\t4\t0\n100107\tM\tDivorc.\t1947\tL: 300,000 and above\t9000\t9th\t0\t2\tCleric.\t6\t0\n100108\tM\tMarried\t1955\tL: 300,000 and above\t15000\tMasters\t0\t3\tOther\t5\t0\n100109\tM\tMarried\t1957\tK: 250,000 - 299,999\t11000\tAssoc-V\t0\t3\tExec.\t7\t0\n100110\tM\tMarried\t1975\tB: 30,000 - 49,999\t1500\t< Bach.\t0\t3\tFarming\t4\t1\n100111\tM\tNeverM\t1970\tE: 90,000 - 109,999\t3000\t< Bach.\t0\t2\tSales\t2\t0\n100112\tM\tMarried\t1942\tI: 170,000 - 189,999\t3000\tHS-grad\t0\t3\tMachine\t6\t0\n100113\tF\tNeverM\t1985\tB: 30,000 - 49,999\t3000\t12th\t0\t1\tCleric.\t1\t1\n100114\tM\tNeverM\t1981\tE: 90,000 - 109,999\t7000\t10th\t0\t6-8\tCrafts\t2\t1\n100115\tM\tNeverM\t1981\tF: 110,000 - 129,999\t9000\tBach.\t0\t1\tProf.\t2\t1\n100116\tF\tMarried\t1963\tL: 300,000 and above\t9000\tAssoc-V\t0\t4-5\tProf.\t4\t0\n100117\tF\tDivorc.\t1968\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t2\tOther\t4\t0\n100118\tM\tMarried\t1956\tL: 300,000 and above\t11000\tHS-grad\t1\t3\tExec.\t6\t0\n100119\tF\tDivorc.\t1962\tG: 130,000 - 149,999\t5000\tBach.\t0\t2\tExec.\t4\t0\n100120\tM\tMarried\t1962\tB: 30,000 - 49,999\t1500\tAssoc-V\t0\t3\tFarming\t5\t0\n100121\tM\tDivorc.\t1975\tI: 170,000 - 189,999\t11000\tHS-grad\t0\t2\tCrafts\t4\t1\n100122\tF\tMarried\t1954\tB: 30,000 - 49,999\t5000\tHS-grad\t0\t4-5\tCleric.\t4\t0\n100123\tF\tWidowed\t1938\tH: 150,000 - 169,999\t7000\tHS-grad\t0\t9+\tOther\t3\t0\n100124\tM\tMarried\t1939\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t3\tHandler\t3\t0\n100125\tM\tNeverM\t1975\tE: 90,000 - 109,999\t7000\tBach.\t0\t1\tTechSup\t1\t1\n100126\tM\tMarried\t1968\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t3\tCrafts\t4\t0\n100127\tF\tNeverM\t1979\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tOther\t2\t1\n100128\tF\tMarried\t1968\tE: 90,000 - 109,999\t9000\tBach.\t1\t4-5\tExec.\t3\t0\n100129\tM\tNeverM\t1979\tL: 300,000 and above\t15000\tAssoc-A\t0\t1\tMachine\t1\t1\n100130\tM\tMarried\t1957\tJ: 190,000 - 249,999\t11000\t5th-6th\t0\t3\tMachine\t5\t0\n100131\tM\tDivorc.\t1978\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t2\tOther\t3\t1\n100132\tF\tWidowed\t1926\tI: 170,000 - 189,999\t3000\t< Bach.\t0\t2\tHouse-s\t4\t0\n100133\tF\tNeverM\t1975\tC: 50,000 - 69,999\t9000\tBach.\t0\t1\tCleric.\t2\t1\n100134\tF\tDivorc.\t1965\tL: 300,000 and above\t9000\tAssoc-A\t0\t2\tCleric.\t2\t0\n100135\tF\tMarried\t1957\tE: 90,000 - 109,999\t3000\t11th\t1\t4-5\tOther\t5\t0\n100136\tM\tNeverM\t1974\tJ: 190,000 - 249,999\t15000\tBach.\t0\t2\tProtec.\t4\t1\n100137\tF\tDivorc.\t1963\tE: 90,000 - 109,999\t9000\t11th\t0\t6-8\tOther\t2\t0\n100138\tM\tNeverM\t1959\tL: 300,000 and above\t15000\tBach.\t0\t2\tProf.\t4\t0\n100139\tM\tMarried\t1945\tJ: 190,000 - 249,999\t11000\t1st-4th\t0\t3\tOther\t6\t0\n100140\tM\tNeverM\t1983\tJ: 190,000 - 249,999\t7000\t< Bach.\t0\t1\t?\t1\t1\n100141\tM\tMarried\t1977\tF: 110,000 - 129,999\t1500\t< Bach.\t0\t3\tCleric.\t3\t1\n100142\tF\tDivorc.\t1948\tI: 170,000 - 189,999\t3000\tHS-grad\t0\t2\tCleric.\t6\t0\n100143\tF\tNeverM\t1969\tJ: 190,000 - 249,999\t11000\tBach.\t0\t2\tProf.\t3\t0\n100144\tM\tNeverM\t1967\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t2\tExec.\t4\t0\n100145\tM\tNeverM\t1978\tL: 300,000 and above\t9000\tHS-grad\t0\t1\tCleric.\t3\t1\n100146\tM\tMarried\t1959\tH: 150,000 - 169,999\t10000\tHS-grad\t1\t3\tCleric.\t6\t0\n100147\tM\tMarried\t1925\tA: Below 30,000\t1500\tHS-grad\t0\t3\t?\t6\t0\n100148\tF\tWidowed\t1936\tI: 170,000 - 189,999\t9000\t7th-8th\t0\t2\tOther\t3\t0\n100149\tM\tMarried\t1955\tE: 90,000 - 109,999\t1500\t11th\t1\t3\tFarming\t6\t0\n100150\tM\tMarried\t1946\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t3\tSales\t7\t0\n100151\tM\tMarried\t1957\tH: 150,000 - 169,999\t10000\tHS-grad\t0\t3\t?\t5\t0\n100152\tF\tMarried\t1970\tE: 90,000 - 109,999\t7000\tHS-grad\t0\t4-5\tTechSup\t3\t0\n100153\tM\tNeverM\t1978\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\t?\t3\t1\n100154\tF\tDivorc.\t1956\tH: 150,000 - 169,999\t15000\tHS-grad\t0\t9+\tExec.\t5\t0\n100155\tM\tMarried\t1977\tI: 170,000 - 189,999\t10000\tAssoc-V\t0\t3\tCleric.\t3\t1\n100156\tM\tMarried\t1967\tG: 130,000 - 149,999\t10000\tHS-grad\t1\t3\tExec.\t5\t0\n100157\tF\tNeverM\t1985\tI: 170,000 - 189,999\t3000\t11th\t0\t1\tOther\t1\t1\n100158\tM\tNeverM\t1981\tG: 130,000 - 149,999\t7000\tHS-grad\t0\t2\tSales\t2\t1\n100159\tM\tNeverM\t1982\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t6-8\t?\t3\t1\n100160\tF\tDivorc.\t1971\tF: 110,000 - 129,999\t10000\tAssoc-A\t0\t9+\tProf.\t3\t0\n100161\tM\tNeverM\t1947\tC: 50,000 - 69,999\t5000\tBach.\t0\t2\tTransp.\t10\t0\n100162\tM\tDivorc.\t1955\tI: 170,000 - 189,999\t5000\tHS-grad\t0\t2\tCrafts\t5\t0\n100163\tM\tMarried\t1926\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t3\tOther\t6\t0\n100164\tM\tMarried\t1946\tL: 300,000 and above\t11000\tBach.\t1\t3\tSales\t9\t0\n100165\tF\tNeverM\t1959\tD: 70,000 - 89,999\t10000\tBach.\t0\t2\tProf.\t4\t0\n100166\tF\tMarried\t1961\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t4-5\tExec.\t4\t0\n100167\tF\tNeverM\t1984\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t2\tCleric.\t1\t1\n100168\tF\tDivorc.\t1976\tI: 170,000 - 189,999\t9000\t< Bach.\t0\t9+\tCleric.\t3\t1\n100169\tF\tMarried\t1975\tD: 70,000 - 89,999\t15000\t< Bach.\t0\t4-5\tSales\t3\t1\n100170\tF\tWidowed\t1943\tF: 110,000 - 129,999\t3000\t7th-8th\t0\t9+\t?\t3\t0\n100171\tF\tMarried\t1966\tC: 50,000 - 69,999\t7000\tHS-grad\t1\t4-5\tCleric.\t4\t0\n100172\tM\tNeverM\t1984\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t1\tHandler\t1\t1\n100173\tM\tMarried\t1959\tH: 150,000 - 169,999\t1500\tAssoc-A\t1\t3\tProf.\t4\t0\n100174\tM\tDivorc.\t1952\tF: 110,000 - 129,999\t1500\tBach.\t1\t2\tExec.\t6\t0\n100175\tM\tMarried\t1975\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t3\tCrafts\t3\t1\n100176\tM\tMarried\t1968\tI: 170,000 - 189,999\t9000\tHS-grad\t1\t3\tProtec.\t4\t0\n100177\tM\tNeverM\t1984\tL: 300,000 and above\t9000\t< Bach.\t0\t1\tHandler\t1\t1\n100178\tM\tMarried\t1954\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t3\tCrafts\t5\t0\n100179\tM\tMarried\t1951\tE: 90,000 - 109,999\t5000\tMasters\t1\t3\tExec.\t7\t0\n100180\tM\tNeverM\t1981\tL: 300,000 and above\t7000\t< Bach.\t0\t1\tProf.\t3\t1\n100181\tF\tNeverM\t1977\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t1\tOther\t1\t1\n100182\tM\tMarried\t1972\tL: 300,000 and above\t15000\tHS-grad\t0\t3\tMachine\t3\t0\n100183\tM\tMarried\t1948\tG: 130,000 - 149,999\t7000\tHS-grad\t1\t3\tCrafts\t6\t0\n100184\tF\tNeverM\t1962\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t2\tCleric.\t4\t0\n100185\tM\tMarried\t1953\tJ: 190,000 - 249,999\t7000\tBach.\t1\t3\tSales\t8\t0\n100186\tM\tNeverM\t1985\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t1\t?\t1\t1\n100187\tF\tDivorc.\t1978\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\tTechSup\t3\t1\n100188\tF\tNeverM\t1984\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t1\tCleric.\t1\t1\n100189\tM\tNeverM\t1978\tL: 300,000 and above\t7000\tMasters\t0\t1\tProf.\t1\t1\n100190\tM\tMarried\t1956\tD: 70,000 - 89,999\t1500\tBach.\t0\t3\tProf.\t5\t0\n100191\tM\tMarried\t1977\tH: 150,000 - 169,999\t5000\tHS-grad\t0\t3\tSales\t3\t1\n100192\tM\tMarried\t1967\tI: 170,000 - 189,999\t9000\tMasters\t1\t3\tProf.\t4\t0\n100193\tM\tNeverM\t1975\tB: 30,000 - 49,999\t3000\tBach.\t0\t1\tProf.\t1\t1\n100194\tF\tNeverM\t1981\tC: 50,000 - 69,999\t1500\tHS-grad\t0\t1\tSales\t2\t1\n100195\tM\tNeverM\t1984\tK: 250,000 - 299,999\t11000\tHS-grad\t0\t6-8\tOther\t1\t1\n100196\tM\tMarried\t1939\tK: 250,000 - 299,999\t7000\tProfsc\t0\t3\t?\t3\t0\n100197\tM\tMarried\t1961\tF: 110,000 - 129,999\t3000\tHS-grad\t0\t3\tCrafts\t2\t0\n100198\tF\tNeverM\t1986\tG: 130,000 - 149,999\t7000\t11th\t0\t1\t?\t1\t1\n100199\tF\tWidowed\t1922\tF: 110,000 - 129,999\t1500\t9th\t0\t2\tHouse-s\t2\t0\n100201\tM\tNeverM\t1980\tL: 300,000 and above\t9000\t< Bach.\t0\t1\tOther\t5\t1\n100202\tF\tNeverM\t1970\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t2\tTechSup\t3\t0\n100203\tM\tMarried\t1974\tJ: 190,000 - 249,999\t10000\tHS-grad\t0\t3\tCrafts\t3\t1\n100204\tM\tMarried\t1977\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t3\tCrafts\t3\t1\n100205\tM\tNeverM\t1980\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tFarming\t2\t1\n100206\tM\tNeverM\t1977\tH: 150,000 - 169,999\t5000\tHS-grad\t1\t1\tCleric.\t5\t1\n100207\tF\tNeverM\t1966\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t1\tTechSup\t4\t0\n100208\tF\tDivorc.\t1971\tJ: 190,000 - 249,999\t10000\tAssoc-A\t0\t9+\tProf.\t3\t0\n100209\tF\tDivorc.\t1968\tG: 130,000 - 149,999\t7000\t< Bach.\t1\t2\tExec.\t4\t0\n100210\tM\tMarried\t1948\tI: 170,000 - 189,999\t5000\tBach.\t0\t3\tExec.\t14\t0\n100211\tM\tNeverM\t1980\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t2\tProtec.\t2\t1\n100212\tM\tNeverM\t1983\tF: 110,000 - 129,999\t7000\t< Bach.\t0\t2\tOther\t2\t1\n100213\tF\tNeverM\t1978\tK: 250,000 - 299,999\t7000\tAssoc-A\t0\t9+\tCleric.\t3\t1\n100214\tF\tNeverM\t1984\tD: 70,000 - 89,999\t5000\tHS-grad\t0\t1\tSales\t1\t1\n100215\tM\tMarried\t1959\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t3\tTransp.\t4\t0\n100216\tM\tSepar.\t1944\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t2\tProtec.\t6\t0\n100217\tM\tMabsent\t1957\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t2\tFarming\t8\t0\n100218\tF\tNeverM\t1971\tK: 250,000 - 299,999\t11000\tBach.\t0\t2\tSales\t3\t0\n100219\tM\tMarried\t1949\tL: 300,000 and above\t7000\t1st-4th\t0\t3\tOther\t5\t0\n100220\tF\tMarried\t1979\tK: 250,000 - 299,999\t15000\tBach.\t0\t4-5\tCleric.\t3\t1\n100221\tM\tSepar.\t1967\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t6-8\tTransp.\t5\t0\n100222\tF\tNeverM\t1972\tH: 150,000 - 169,999\t1500\t< Bach.\t0\t2\tSales\t4\t0\n100223\tF\tNeverM\t1977\tK: 250,000 - 299,999\t9000\tAssoc-V\t0\t2\tOther\t3\t1\n100224\tM\tMarried\t1951\tA: Below 30,000\t1500\tBach.\t1\t3\tProtec.\t8\t0\n100225\tM\tMarried\t1979\tL: 300,000 and above\t11000\tBach.\t0\t3\tProf.\t2\t1\n100226\tF\tNeverM\t1983\tL: 300,000 and above\t11000\tHS-grad\t0\t1\tSales\t2\t1\n100227\tM\tDivorc.\t1976\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t1\t?\t3\t1\n100228\tM\tMarried\t1982\tE: 90,000 - 109,999\t7000\tHS-grad\t0\t3\tCrafts\t2\t1\n100229\tM\tMarried\t1966\tD: 70,000 - 89,999\t10000\t9th\t1\t3\tTransp.\t6\t0\n100230\tM\tMarried\t1956\tJ: 190,000 - 249,999\t9000\tBach.\t0\t3\tProf.\t6\t0\n100231\tM\tNeverM\t1984\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t6-8\tMachine\t2\t1\n100232\tF\tMarried\t1968\tI: 170,000 - 189,999\t11000\tBach.\t1\t4-5\tSales\t3\t0\n100233\tM\tMarried\t1953\tD: 70,000 - 89,999\t5000\tHS-grad\t1\t3\tCrafts\t6\t0\n100234\tF\tNeverM\t1983\tD: 70,000 - 89,999\t5000\t< Bach.\t0\t2\tTechSup\t2\t1\n100235\tM\tMarried\t1932\tJ: 190,000 - 249,999\t9000\t5th-6th\t0\t3\tTransp.\t7\t0\n100236\tM\tMarried\t1958\tE: 90,000 - 109,999\t10000\tHS-grad\t0\t3\tSales\t7\t0\n100237\tF\tDivorc.\t1956\tF: 110,000 - 129,999\t1500\t< Bach.\t0\t9+\tCleric.\t5\t0\n100238\tM\tMarried\t1973\tL: 300,000 and above\t15000\tAssoc-V\t0\t3\tHandler\t3\t0\n100239\tM\tMarried\t1961\tJ: 190,000 - 249,999\t11000\tBach.\t0\t3\tExec.\t4\t0\n100240\tM\tNeverM\t1979\tK: 250,000 - 299,999\t11000\tBach.\t0\t1\t?\t2\t1\n100241\tM\tMarried\t1966\tL: 300,000 and above\t11000\tBach.\t1\t3\tCleric.\t4\t0\n100242\tF\tNeverM\t1982\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t2\tProf.\t1\t1\n100243\tF\tMarried\t1969\tJ: 190,000 - 249,999\t7000\tAssoc-A\t1\t4-5\tProf.\t3\t0\n100244\tM\tMarried\t1941\tH: 150,000 - 169,999\t10000\t9th\t0\t3\tOther\t6\t0\n100245\tM\tMarried\t1960\tI: 170,000 - 189,999\t1500\tMasters\t1\t3\tExec.\t5\t0\n100246\tM\tNeverM\t1978\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t2\tSales\t2\t1\n100247\tF\tMarried\t1966\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t4-5\tCleric.\t4\t0\n100248\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t9000\tBach.\t0\t2\tSales\t3\t1\n100249\tF\tNeverM\t1966\tJ: 190,000 - 249,999\t15000\tMasters\t0\t1\tExec.\t4\t0\n100250\tF\tDivorc.\t1964\tC: 50,000 - 69,999\t3000\tHS-grad\t0\t2\tFarming\t4\t0\n100251\tM\tWidowed\t1929\tJ: 190,000 - 249,999\t15000\t9th\t0\t2\tCrafts\t2\t0\n100252\tF\tDivorc.\t1960\tE: 90,000 - 109,999\t7000\tBach.\t0\t9+\tProf.\t2\t0\n100253\tF\tNeverM\t1978\tK: 250,000 - 299,999\t7000\tBach.\t0\t2\tCleric.\t1\t1\n100254\tM\tMarried\t1969\tI: 170,000 - 189,999\t9000\tBach.\t1\t3\tExec.\t4\t0\n100255\tM\tNeverM\t1978\tJ: 190,000 - 249,999\t11000\tBach.\t0\t1\tCleric.\t3\t1\n100256\tM\tMarried\t1952\tF: 110,000 - 129,999\t1500\tBach.\t1\t3\tProf.\t9\t0\n100257\tM\tNeverM\t1980\tL: 300,000 and above\t9000\tHS-grad\t0\t2\tOther\t2\t1\n100258\tM\tSepar.\t1975\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t2\tCrafts\t3\t1\n100259\tM\tMarried\t1969\tJ: 190,000 - 249,999\t9000\t< Bach.\t1\t3\tTechSup\t3\t0\n100260\tM\tDivorc.\t1945\tJ: 190,000 - 249,999\t15000\tBach.\t0\t2\tSales\t6\t0\n100261\tM\tMarried\t1977\tJ: 190,000 - 249,999\t11000\tBach.\t1\t3\tTransp.\t3\t1\n100262\tF\tDivorc.\t1964\tG: 130,000 - 149,999\t9000\t< Bach.\t0\t9+\tCleric.\t4\t0\n100263\tM\tMarried\t1969\tG: 130,000 - 149,999\t5000\t10th\t1\t3\tCrafts\t4\t0\n100264\tM\tNeverM\t1981\tG: 130,000 - 149,999\t5000\t10th\t0\t9+\tCrafts\t2\t1\n100265\tM\tDivorc.\t1959\tL: 300,000 and above\t15000\tBach.\t0\t2\tProtec.\t4\t0\n100266\tM\tMarried\t1949\tL: 300,000 and above\t11000\tAssoc-A\t1\t3\tSales\t7\t0\n100267\tM\tMarried\t1953\tI: 170,000 - 189,999\t11000\tHS-grad\t0\t3\tCrafts\t6\t0\n100268\tM\tMarried\t1967\tG: 130,000 - 149,999\t3000\tHS-grad\t1\t3\tTransp.\t5\t0\n100269\tF\tDivorc.\t1957\tE: 90,000 - 109,999\t7000\t< Bach.\t0\t2\tCleric.\t5\t0\n100270\tM\tMarried\t1954\tC: 50,000 - 69,999\t3000\tHS-grad\t1\t3\tCrafts\t6\t0\n100271\tM\tMarried\t1967\tG: 130,000 - 149,999\t3000\tHS-grad\t1\t3\tCrafts\t5\t0\n100272\tM\tMarried\t1960\tC: 50,000 - 69,999\t1500\tBach.\t1\t3\tProf.\t4\t0\n100273\tM\tMarried\t1938\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t3\tSales\t7\t0\n100274\tM\tMarried\t1967\tD: 70,000 - 89,999\t1500\tBach.\t0\t3\tExec.\t5\t0\n100275\tM\tNeverM\t1963\tI: 170,000 - 189,999\t5000\tBach.\t0\t2\tCleric.\t4\t0\n100276\tM\tMarried\t1946\tE: 90,000 - 109,999\t7000\t< Bach.\t1\t3\tSales\t7\t0\n100277\tF\tDivorc.\t1946\tL: 300,000 and above\t7000\tHS-grad\t0\t9+\tCleric.\t6\t0\n100278\tM\tMarried\t1963\tD: 70,000 - 89,999\t3000\tAssoc-V\t1\t3\tMachine\t4\t0\n100279\tM\tMarried\t1965\tH: 150,000 - 169,999\t1500\t< Bach.\t0\t3\tTechSup\t5\t0\n100280\tM\tNeverM\t1961\tJ: 190,000 - 249,999\t10000\t< Bach.\t0\t2\tCrafts\t4\t0\n100281\tM\tMarried\t1958\tH: 150,000 - 169,999\t10000\tBach.\t1\t3\tExec.\t6\t0\n100282\tM\tMarried\t1971\tB: 30,000 - 49,999\t3000\tBach.\t1\t3\tExec.\t4\t0\n100283\tM\tMarried\t1955\tK: 250,000 - 299,999\t11000\t11th\t0\t3\tExec.\t6\t0\n100284\tF\tNeverM\t1981\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t1\t?\t2\t1\n100285\tF\tDivorc.\t1965\tC: 50,000 - 69,999\t9000\t< Bach.\t0\t9+\tExec.\t4\t0\n100286\tM\tMarried\t1963\tI: 170,000 - 189,999\t5000\tHS-grad\t0\t3\tOther\t4\t0\n100287\tM\tNeverM\t1977\tC: 50,000 - 69,999\t3000\tHS-grad\t0\t9+\tOther\t3\t1\n100288\tM\tNeverM\t1980\tL: 300,000 and above\t11000\tAssoc-V\t0\t1\tOther\t1\t1\n100289\tM\tSepar.\t1949\tB: 30,000 - 49,999\t1500\t9th\t0\t9+\tCrafts\t5\t0\n100290\tM\tMarried\t1925\tC: 50,000 - 69,999\t5000\t7th-8th\t0\t3\tFarming\t6\t0\n100291\tF\tDivorc.\t1967\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t9+\tOther\t2\t0\n100292\tM\tNeverM\t1984\tL: 300,000 and above\t9000\tHS-grad\t0\t6-8\tFarming\t2\t1\n100293\tM\tMarried\t1965\tL: 300,000 and above\t9000\tBach.\t1\t3\tExec.\t5\t0\n100294\tF\tNeverM\t1983\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t1\tOther\t2\t1\n100295\tM\tDivorc.\t1954\tH: 150,000 - 169,999\t1500\tAssoc-V\t1\t2\tExec.\t6\t0\n100296\tM\tMarried\t1946\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t3\tSales\t4\t0\n100297\tM\tNeverM\t1984\tG: 130,000 - 149,999\t1500\t12th\t0\t1\t?\t1\t1\n100298\tM\tNeverM\t1973\tC: 50,000 - 69,999\t1500\tHS-grad\t0\t2\tCrafts\t3\t0\n100299\tM\tNeverM\t1983\tK: 250,000 - 299,999\t11000\t< Bach.\t0\t6-8\t?\t1\t1\n100301\tF\tDivorc.\t1945\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t9+\tCleric.\t7\t0\n100302\tM\tMarried\t1975\tJ: 190,000 - 249,999\t11000\t10th\t0\t3\tCrafts\t4\t1\n100303\tF\tDivorc.\t1964\tF: 110,000 - 129,999\t7000\tHS-grad\t0\t2\tOther\t4\t0\n100304\tF\tNeverM\t1973\tD: 70,000 - 89,999\t3000\tAssoc-A\t0\t2\tTechSup\t3\t0\n100305\tM\tMarried\t1972\tE: 90,000 - 109,999\t5000\tHS-grad\t0\t3\tExec.\t4\t0\n100306\tF\tNeverM\t1979\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tTransp.\t3\t1\n100307\tF\tNeverM\t1981\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t2\tExec.\t2\t1\n100308\tF\tDivorc.\t1922\tL: 300,000 and above\t9000\t< Bach.\t0\t2\tCleric.\t4\t0\n100309\tM\tMarried\t1951\tI: 170,000 - 189,999\t11000\tAssoc-A\t1\t3\tExec.\t8\t0\n100310\tM\tMarried\t1955\tK: 250,000 - 299,999\t9000\tHS-grad\t0\t3\tCrafts\t6\t0\n100311\tF\tNeverM\t1973\tG: 130,000 - 149,999\t7000\tBach.\t0\t2\tSales\t4\t0\n100312\tM\tDivorc.\t1969\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t1\tCleric.\t3\t0\n100313\tM\tDivorc.\t1950\tK: 250,000 - 299,999\t15000\t< Bach.\t1\t2\tSales\t7\t0\n100314\tM\tMarried\t1928\tI: 170,000 - 189,999\t15000\tHS-grad\t0\t3\tCrafts\t4\t0\n100315\tF\tSepar.\t1954\tH: 150,000 - 169,999\t10000\tHS-grad\t0\t9+\tProf.\t5\t0\n100316\tF\tNeverM\t1976\tL: 300,000 and above\t11000\tHS-grad\t0\t2\tCleric.\t3\t1\n100317\tM\tNeverM\t1959\tG: 130,000 - 149,999\t10000\tHS-grad\t0\t6-8\tCrafts\t7\t0\n100318\tM\tDivorc.\t1962\tI: 170,000 - 189,999\t9000\tHS-grad\t0\t9+\tCrafts\t3\t0\n100319\tM\tNeverM\t1982\tD: 70,000 - 89,999\t3000\t< Bach.\t0\t2\tCleric.\t3\t1\n100320\tF\tNeverM\t1979\tB: 30,000 - 49,999\t1500\t< Bach.\t0\t2\tTechSup\t2\t1\n100321\tM\tNeverM\t1985\tL: 300,000 and above\t11000\t11th\t0\t1\tSales\t1\t1\n100322\tM\tMarried\t1959\tK: 250,000 - 299,999\t9000\tHS-grad\t1\t3\tSales\t4\t0\n100323\tM\tDivorc.\t1954\tH: 150,000 - 169,999\t10000\t< Bach.\t1\t2\tProf.\t5\t0\n100324\tF\tMarried\t1964\tH: 150,000 - 169,999\t7000\tMasters\t0\t4-5\t?\t4\t0\n100325\tF\tDivorc.\t1969\tL: 300,000 and above\t9000\tBach.\t0\t9+\tProf.\t4\t0\n100326\tF\tDivorc.\t1963\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t9+\tCleric.\t2\t0\n100327\tF\tMarried\t1969\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t4-5\tOther\t3\t0\n100328\tM\tDivorc.\t1956\tH: 150,000 - 169,999\t3000\t< Bach.\t0\t2\tCrafts\t5\t0\n100329\tM\tNeverM\t1979\tF: 110,000 - 129,999\t1500\t10th\t0\t9+\tCrafts\t4\t1\n100330\tF\tMarried\t1951\tE: 90,000 - 109,999\t5000\tMasters\t1\t4-5\t?\t5\t0\n100331\tF\tDivorc.\t1970\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t1\tCleric.\t3\t0\n100332\tM\tMarried\t1941\tI: 170,000 - 189,999\t9000\tBach.\t0\t3\t?\t6\t0\n100333\tM\tMarried\t1952\tL: 300,000 and above\t11000\t9th\t0\t3\tFarming\t5\t0\n100334\tM\tMarried\t1945\tC: 50,000 - 69,999\t5000\tBach.\t0\t3\t?\t10\t0\n100335\tF\tNeverM\t1986\tK: 250,000 - 299,999\t9000\t10th\t0\t1\tCleric.\t1\t1\n100336\tM\tNeverM\t1969\tE: 90,000 - 109,999\t9000\tBach.\t0\t9+\tCrafts\t3\t0\n100337\tF\tNeverM\t1978\tJ: 190,000 - 249,999\t7000\t7th-8th\t0\t2\t?\t2\t1\n100338\tF\tWidowed\t1945\tH: 150,000 - 169,999\t1500\tHS-grad\t1\t2\tSales\t6\t0\n100339\tM\tMarried\t1966\tI: 170,000 - 189,999\t3000\tHS-grad\t1\t3\tExec.\t5\t0\n100340\tM\tNeverM\t1974\tC: 50,000 - 69,999\t3000\tHS-grad\t0\t2\tFarming\t4\t1\n100341\tM\tNeverM\t1975\tL: 300,000 and above\t15000\tBach.\t0\t6-8\tProf.\t4\t1\n100342\tM\tNeverM\t1979\tD: 70,000 - 89,999\t1500\tBach.\t0\t2\tExec.\t2\t1\n100343\tM\tMarried\t1966\tJ: 190,000 - 249,999\t11000\tAssoc-A\t1\t3\tExec.\t4\t0\n100344\tM\tMarried\t1967\tH: 150,000 - 169,999\t10000\tBach.\t0\t3\tProf.\t5\t0\n100345\tM\tMarried\t1955\tI: 170,000 - 189,999\t5000\tAssoc-A\t0\t3\tMachine\t5\t0\n100346\tM\tDivorc.\t1974\tI: 170,000 - 189,999\t3000\t< Bach.\t0\t1\t?\t3\t1\n100347\tF\tNeverM\t1974\tK: 250,000 - 299,999\t11000\t5th-6th\t0\t6-8\tOther\t3\t1\n100348\tM\tNeverM\t1977\tG: 130,000 - 149,999\t9000\tBach.\t0\t2\tProf.\t3\t1\n100349\tF\tNeverM\t1979\tL: 300,000 and above\t7000\t< Bach.\t0\t1\tTechSup\t1\t1\n100350\tM\tMarried\t1961\tB: 30,000 - 49,999\t1500\tAssoc-A\t1\t3\tSales\t5\t0\n100351\tM\tMarried\t1956\tK: 250,000 - 299,999\t7000\t7th-8th\t0\t3\tCrafts\t5\t0\n100352\tF\tDivorc.\t1963\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tCrafts\t4\t0\n100353\tM\tNeverM\t1978\tL: 300,000 and above\t7000\tHS-grad\t0\t2\tOther\t1\t1\n100354\tF\tMarried\t1961\tL: 300,000 and above\t9000\t< Bach.\t0\t4-5\tFarming\t5\t0\n100355\tM\tMarried\t1961\tE: 90,000 - 109,999\t9000\tBach.\t1\t3\tProf.\t6\t0\n100356\tF\tMarried\t1980\tH: 150,000 - 169,999\t7000\t< Bach.\t0\t4-5\tExec.\t2\t1\n100357\tM\tNeverM\t1964\tL: 300,000 and above\t11000\t< Bach.\t0\t2\tExec.\t5\t0\n100358\tF\tDivorc.\t1976\tL: 300,000 and above\t9000\t< Bach.\t0\t9+\tSales\t3\t1\n100359\tM\tDivorc.\t1964\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t2\tSales\t5\t0\n100360\tM\tNeverM\t1981\tH: 150,000 - 169,999\t3000\t9th\t0\t9+\tMachine\t2\t1\n100361\tF\tMarried\t1969\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t4-5\tCleric.\t2\t0\n100362\tF\tNeverM\t1982\tL: 300,000 and above\t7000\t< Bach.\t0\t1\tOther\t2\t1\n100363\tM\tMarried\t1936\tI: 170,000 - 189,999\t10000\tBach.\t1\t3\t?\t10\t0\n100364\tF\tDivorc.\t1970\tF: 110,000 - 129,999\t1500\t10th\t0\t9+\tOther\t4\t0\n100365\tF\tDivorc.\t1967\tJ: 190,000 - 249,999\t9000\tBach.\t0\t9+\tProf.\t4\t0\n100366\tF\tDivorc.\t1957\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t2\tTechSup\t3\t0\n100367\tF\tDivorc.\t1963\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t2\tOther\t5\t0\n100368\tM\tMarried\t1972\tL: 300,000 and above\t9000\t< Bach.\t1\t3\tExec.\t3\t0\n100369\tF\tDivorc.\t1972\tG: 130,000 - 149,999\t1500\t< Bach.\t0\t2\tCleric.\t3\t0\n100370\tM\tNeverM\t1974\tH: 150,000 - 169,999\t5000\tAssoc-V\t0\t2\tMachine\t3\t1\n100371\tF\tMarried\t1967\tH: 150,000 - 169,999\t3000\tBach.\t1\t4-5\tProf.\t4\t0\n100372\tM\tMarried\t1945\tI: 170,000 - 189,999\t3000\t< Bach.\t1\t3\tExec.\t10\t0\n100373\tF\tSepar.\t1947\tA: Below 30,000\t1500\t11th\t0\t2\tMachine\t6\t0\n100374\tM\tNeverM\t1979\tC: 50,000 - 69,999\t3000\t< Bach.\t0\t2\tSales\t2\t1\n100375\tF\tDivorc.\t1965\tL: 300,000 and above\t9000\t< Bach.\t0\t9+\tCleric.\t4\t0\n100376\tF\tMarried\t1965\tJ: 190,000 - 249,999\t11000\tBach.\t1\t4-5\tCleric.\t5\t0\n100377\tM\tMarried\t1963\tE: 90,000 - 109,999\t9000\tBach.\t1\t3\tProf.\t4\t0\n100378\tM\tMarried\t1960\tB: 30,000 - 49,999\t3000\tAssoc-A\t0\t3\tTechSup\t4\t0\n100379\tF\tWidowed\t1961\tG: 130,000 - 149,999\t11000\tHS-grad\t0\t9+\tTransp.\t4\t0\n100380\tM\tNeverM\t1967\tL: 300,000 and above\t9000\tBach.\t0\t1\tTechSup\t4\t0\n100381\tM\tNeverM\t1983\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t1\tOther\t2\t1\n100382\tM\tMabsent\t1926\tD: 70,000 - 89,999\t1500\t7th-8th\t1\t2\tCleric.\t4\t0\n100383\tF\tMarried\t1974\tG: 130,000 - 149,999\t7000\t7th-8th\t0\t4-5\tOther\t3\t1\n100384\tM\tDivorc.\t1971\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t9+\tMachine\t3\t0\n100385\tM\tMarried\t1980\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t6-8\tCleric.\t2\t1\n100386\tM\tMarried\t1966\tE: 90,000 - 109,999\t3000\tHS-grad\t0\t3\tHandler\t4\t0\n100387\tM\tMarried\t1958\tK: 250,000 - 299,999\t7000\t7th-8th\t0\t3\tCrafts\t1\t0\n100388\tM\tDivorc.\t1961\tI: 170,000 - 189,999\t3000\tMasters\t0\t2\tProf.\t4\t0\n100389\tF\tMarried\t1965\tF: 110,000 - 129,999\t5000\tHS-grad\t1\t4-5\tCleric.\t4\t0\n100390\tM\tMarried\t1950\tD: 70,000 - 89,999\t5000\tMasters\t1\t3\tProf.\t5\t0\n100391\tM\tNeverM\t1976\tL: 300,000 and above\t7000\tMasters\t0\t2\tProf.\t1\t1\n100392\tF\tNeverM\t1975\tH: 150,000 - 169,999\t7000\t< Bach.\t0\t1\t?\t3\t1\n100393\tF\tDivorc.\t1958\tJ: 190,000 - 249,999\t10000\tMasters\t0\t2\tProf.\t5\t0\n100394\tM\tMarried\t1954\tF: 110,000 - 129,999\t7000\t9th\t0\t3\tOther\t5\t0\n100395\tF\tMarried\t1943\tH: 150,000 - 169,999\t10000\tHS-grad\t1\t4-5\tOther\t6\t0\n100396\tF\tDivorc.\t1956\tG: 130,000 - 149,999\t15000\t< Bach.\t0\t2\tCleric.\t7\t0\n100397\tM\tMarried\t1969\tJ: 190,000 - 249,999\t15000\t< Bach.\t1\t3\tProtec.\t3\t0\n100398\tM\tMarried\t1968\tD: 70,000 - 89,999\t15000\tBach.\t0\t3\tOther\t4\t0\n100399\tF\tDivorc.\t1958\tF: 110,000 - 129,999\t3000\tMasters\t0\t9+\tProf.\t6\t0\n100401\tF\tDivorc.\t1958\tD: 70,000 - 89,999\t15000\tHS-grad\t0\t2\tExec.\t6\t0\n100402\tF\tNeverM\t1982\tF: 110,000 - 129,999\t1500\t< Bach.\t0\t9+\tSales\t2\t1\n100403\tM\tMarried\t1974\tC: 50,000 - 69,999\t3000\tHS-grad\t0\t3\tTransp.\t3\t1\n100404\tM\tMarried\t1949\tF: 110,000 - 129,999\t5000\tBach.\t1\t3\tExec.\t5\t0\n100405\tF\tMarried\t1961\tE: 90,000 - 109,999\t9000\tHS-grad\t1\t4-5\tMachine\t4\t0\n100406\tM\tMarried\t1955\tJ: 190,000 - 249,999\t11000\tBach.\t1\t3\tExec.\t5\t0\n100407\tM\tMarried\t1974\tL: 300,000 and above\t9000\tHS-grad\t0\t3\tMachine\t3\t1\n100408\tM\tMarried\t1963\tG: 130,000 - 149,999\t9000\tHS-grad\t0\t3\tSales\t6\t0\n100409\tF\tWidowed\t1954\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t2\tOther\t6\t0\n100410\tM\tNeverM\t1981\tJ: 190,000 - 249,999\t9000\t10th\t0\t2\tTransp.\t4\t1\n100411\tM\tDivorc.\t1967\tL: 300,000 and above\t15000\tAssoc-V\t0\t2\tCrafts\t4\t0\n100412\tM\tNeverM\t1979\tH: 150,000 - 169,999\t7000\tHS-grad\t0\t2\tCrafts\t2\t1\n100413\tM\tMarried\t1972\tH: 150,000 - 169,999\t3000\t< Bach.\t0\t3\tCrafts\t3\t0\n100414\tM\tMarried\t1975\tJ: 190,000 - 249,999\t7000\tHS-grad\t0\t3\tMachine\t3\t1\n100415\tM\tMarried\t1943\tE: 90,000 - 109,999\t1500\t< Bach.\t0\t3\tTransp.\t8\t0\n100416\tF\tNeverM\t1977\tL: 300,000 and above\t9000\tHS-grad\t0\t1\tOther\t3\t1\n100417\tM\tNeverM\t1985\tB: 30,000 - 49,999\t1500\t11th\t0\t1\tHandler\t1\t1\n100418\tM\tMarried\t1943\tE: 90,000 - 109,999\t7000\tHS-grad\t0\t3\tSales\t8\t0\n100419\tM\tNeverM\t1982\tF: 110,000 - 129,999\t10000\t< Bach.\t0\t1\tTechSup\t1\t1\n100420\tM\tMarried\t1955\tG: 130,000 - 149,999\t7000\tHS-grad\t1\t3\tMachine\t5\t0\n100421\tM\tMarried\t1974\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t3\tExec.\t4\t1\n100422\tF\tMarried\t1939\tL: 300,000 and above\t7000\tAssoc-V\t0\t4-5\t?\t3\t0\n100423\tF\tSepar.\t1956\tH: 150,000 - 169,999\t5000\tHS-grad\t0\t6-8\tProf.\t5\t0\n100424\tM\tMarried\t1977\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t3\tProtec.\t3\t1\n100425\tM\tMarried\t1941\tI: 170,000 - 189,999\t5000\tBach.\t1\t3\tExec.\t6\t0\n100426\tF\tNeverM\t1971\tG: 130,000 - 149,999\t10000\tHS-grad\t0\t2\tExec.\t3\t0\n100427\tM\tNeverM\t1978\tE: 90,000 - 109,999\t5000\t< Bach.\t0\t1\tCleric.\t3\t1\n100428\tM\tNeverM\t1985\tL: 300,000 and above\t7000\tHS-grad\t0\t1\tOther\t1\t1\n100429\tM\tNeverM\t1963\tF: 110,000 - 129,999\t3000\tAssoc-V\t0\t2\tProf.\t4\t0\n100430\tF\tNeverM\t1954\tB: 30,000 - 49,999\t5000\tProfsc\t1\t2\tProf.\t7\t0\n100431\tM\tDivorc.\t1945\tJ: 190,000 - 249,999\t9000\t< Bach.\t0\t2\tCrafts\t7\t0\n100432\tM\tNeverM\t1978\tI: 170,000 - 189,999\t10000\tBach.\t0\t1\tProf.\t3\t1\n100433\tF\tWidowed\t1938\tE: 90,000 - 109,999\t1500\t< Bach.\t0\t2\tCleric.\t7\t0\n100434\tM\tDivorc.\t1965\tK: 250,000 - 299,999\t11000\tHS-grad\t0\t2\tOther\t4\t0\n100435\tM\tDivorc.\t1982\tB: 30,000 - 49,999\t1500\tHS-grad\t0\t6-8\tMachine\t2\t1\n100436\tM\tDivorc.\t1955\tB: 30,000 - 49,999\t1500\tMasters\t0\t2\tProtec.\t8\t0\n100437\tM\tMarried\t1938\tE: 90,000 - 109,999\t1500\tHS-grad\t1\t3\tExec.\t7\t0\n100438\tF\tMarried\t1963\tJ: 190,000 - 249,999\t9000\tPhD\t1\t4-5\tProf.\t3\t0\n100439\tF\tNeverM\t1980\tJ: 190,000 - 249,999\t11000\tBach.\t0\t1\tProf.\t2\t1\n100440\tM\tMarried\t1970\tH: 150,000 - 169,999\t3000\tHS-grad\t0\t3\tCrafts\t3\t0\n100441\tM\tMarried\t1966\tJ: 190,000 - 249,999\t11000\t< Bach.\t0\t3\tCrafts\t4\t0\n100442\tM\tMarried\t1945\tL: 300,000 and above\t7000\tProfsc\t1\t3\tProf.\t7\t0\n100443\tM\tMarried\t1950\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t3\tCrafts\t7\t0\n100444\tM\tMarried\t1979\tK: 250,000 - 299,999\t9000\t< Bach.\t0\t3\tHandler\t2\t1\n100445\tM\tMarried\t1944\tL: 300,000 and above\t7000\t9th\t0\t3\tOther\t4\t0\n100446\tM\tMarried\t1954\tE: 90,000 - 109,999\t9000\t< Bach.\t1\t3\tProf.\t5\t0\n100447\tM\tNeverM\t1983\tG: 130,000 - 149,999\t10000\t< Bach.\t0\t1\tCleric.\t3\t1\n100448\tM\tMarried\t1971\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t3\tTechSup\t3\t0\n100449\tF\tDivorc.\t1960\tB: 30,000 - 49,999\t5000\t< Bach.\t0\t9+\tCleric.\t4\t0\n100450\tM\tMarried\t1947\tK: 250,000 - 299,999\t9000\tHS-grad\t0\t3\tOther\t6\t0\n100451\tM\tMarried\t1983\tL: 300,000 and above\t7000\tHS-grad\t0\t3\tCrafts\t2\t1\n100452\tF\tNeverM\t1968\tL: 300,000 and above\t9000\t12th\t0\t9+\tMachine\t4\t0\n100453\tM\tNeverM\t1985\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t1\tHandler\t1\t1\n100454\tF\tNeverM\t1984\tE: 90,000 - 109,999\t1500\t< Bach.\t0\t1\tProf.\t2\t1\n100455\tF\tNeverM\t1983\tJ: 190,000 - 249,999\t11000\tAssoc-A\t0\t2\tOther\t2\t1\n100456\tM\tDivorc.\t1959\tK: 250,000 - 299,999\t15000\tHS-grad\t0\t2\tSales\t6\t0\n100457\tM\tNeverM\t1976\tL: 300,000 and above\t9000\tAssoc-V\t0\t6-8\tProf.\t2\t1\n100458\tM\tNeverM\t1982\tH: 150,000 - 169,999\t1500\tHS-grad\t0\t1\tSales\t2\t1\n100459\tM\tMarried\t1971\tL: 300,000 and above\t7000\tAssoc-A\t0\t3\tProtec.\t4\t0\n100460\tM\tNeverM\t1978\tE: 90,000 - 109,999\t10000\t< Bach.\t0\t1\tCrafts\t4\t1\n100461\tM\tNeverM\t1981\tF: 110,000 - 129,999\t1500\t< Bach.\t0\t1\tOther\t1\t1\n100462\tM\tDivorc.\t1961\tI: 170,000 - 189,999\t9000\t< Bach.\t0\t9+\tCrafts\t4\t0\n100463\tF\tNeverM\t1974\tG: 130,000 - 149,999\t10000\t< Bach.\t0\t1\tSales\t3\t1\n100464\tM\tMarried\t1961\tB: 30,000 - 49,999\t3000\tHS-grad\t0\t3\tSales\t4\t0\n100465\tM\tMarried\t1978\tF: 110,000 - 129,999\t9000\tAssoc-A\t0\t3\tHandler\t3\t1\n100466\tM\tMarried\t1959\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t3\tCrafts\t4\t0\n100467\tF\tNeverM\t1971\tE: 90,000 - 109,999\t9000\tHS-grad\t0\t2\tHandler\t3\t0\n100468\tM\tNeverM\t1978\tH: 150,000 - 169,999\t1500\tBach.\t0\t2\tExec.\t3\t1\n100469\tF\tNeverM\t1977\tG: 130,000 - 149,999\t7000\t< Bach.\t0\t1\tOther\t3\t1\n100470\tM\tMarried\t1940\tD: 70,000 - 89,999\t10000\tHS-grad\t0\t3\tFarming\t8\t0\n100471\tM\tMarried\t1954\tI: 170,000 - 189,999\t9000\tHS-grad\t1\t3\tCrafts\t5\t0\n100472\tM\tMarried\t1973\tB: 30,000 - 49,999\t3000\tBach.\t0\t3\tProf.\t6\t0\n100473\tF\tWidowed\t1955\tL: 300,000 and above\t9000\tHS-grad\t0\t9+\tOther\t5\t0\n100474\tF\tWidowed\t1938\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\t?\t7\t0\n100475\tF\tNeverM\t1980\tI: 170,000 - 189,999\t15000\tHS-grad\t0\t1\tOther\t3\t1\n100476\tM\tMarried\t1952\tL: 300,000 and above\t15000\tMasters\t1\t3\tExec.\t6\t0\n100477\tM\tMarried\t1974\tH: 150,000 - 169,999\t7000\tAssoc-V\t0\t3\tProf.\t3\t1\n100478\tM\tMarried\t1949\tB: 30,000 - 49,999\t1500\tHS-grad\t1\t3\tSales\t7\t0\n100479\tM\tMarried\t1962\tJ: 190,000 - 249,999\t15000\tHS-grad\t1\t3\tExec.\t4\t0\n100480\tM\tMarried\t1970\tI: 170,000 - 189,999\t9000\t10th\t0\t3\tMachine\t3\t0\n100481\tM\tSepar.\t1958\tJ: 190,000 - 249,999\t15000\tPhD\t1\t9+\tExec.\t5\t0\n100482\tM\tMarried\t1959\tI: 170,000 - 189,999\t10000\tHS-grad\t0\t3\tCrafts\t4\t0\n100483\tM\tMabsent\t1969\tL: 300,000 and above\t11000\tHS-grad\t0\t2\tHandler\t3\t0\n100484\tF\tNeverM\t1979\tI: 170,000 - 189,999\t11000\t12th\t0\t1\tOther\t2\t1\n100485\tM\tNeverM\t1985\tF: 110,000 - 129,999\t10000\t12th\t0\t1\tHandler\t1\t1\n100486\tF\tMarried\t1968\tE: 90,000 - 109,999\t7000\tMasters\t1\t4-5\tProf.\t4\t0\n100487\tM\tNeverM\t1980\tG: 130,000 - 149,999\t3000\t< Bach.\t0\t1\tOther\t2\t1\n100488\tM\tNeverM\t1957\tK: 250,000 - 299,999\t7000\tHS-grad\t0\t2\tTransp.\t6\t0\n100489\tF\tNeverM\t1978\tI: 170,000 - 189,999\t1500\tAssoc-A\t0\t1\tTechSup\t3\t1\n100490\tM\tMarried\t1964\tK: 250,000 - 299,999\t15000\t< Bach.\t0\t3\tHandler\t5\t0\n100491\tM\tMarried\t1949\tI: 170,000 - 189,999\t11000\tHS-grad\t0\t3\tTransp.\t7\t0\n100492\tF\tNeverM\t1983\tL: 300,000 and above\t11000\tHS-grad\t0\t1\tCleric.\t2\t1\n100493\tM\tNeverM\t1968\tI: 170,000 - 189,999\t3000\tHS-grad\t1\t2\tCleric.\t4\t0\n100494\tM\tMarried\t1955\tK: 250,000 - 299,999\t11000\tBach.\t1\t3\tExec.\t5\t0\n100495\tF\tNeverM\t1971\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t9+\tMachine\t3\t0\n100496\tM\tMarried\t1940\tJ: 190,000 - 249,999\t11000\tBach.\t1\t3\tExec.\t8\t0\n100497\tM\tMarried\t1968\tI: 170,000 - 189,999\t11000\tHS-grad\t1\t3\tFarming\t7\t0\n100498\tM\tNeverM\t1973\tL: 300,000 and above\t11000\t11th\t1\t2\tCrafts\t4\t0\n100499\tM\tMarried\t1945\tG: 130,000 - 149,999\t5000\tAssoc-A\t0\t3\tCrafts\t6\t0\n100501\tM\tNeverM\t1979\tL: 300,000 and above\t9000\tHS-grad\t0\t6-8\tExec.\t3\t1\n100502\tM\tMarried\t1968\tC: 50,000 - 69,999\t3000\tAssoc-V\t0\t3\tCrafts\t4\t0\n100503\tM\tNeverM\t1977\tE: 90,000 - 109,999\t1500\tAssoc-A\t0\t2\tSales\t3\t1\n100504\tF\tNeverM\t1984\tA: Below 30,000\t1500\t< Bach.\t0\t1\t?\t2\t1\n100505\tF\tNeverM\t1983\tJ: 190,000 - 249,999\t15000\t< Bach.\t0\t2\tOther\t2\t1\n100506\tM\tNeverM\t1970\tK: 250,000 - 299,999\t9000\tBach.\t1\t2\tProf.\t4\t0\n100507\tM\tMarried\t1970\tJ: 190,000 - 249,999\t9000\tBach.\t0\t3\tProf.\t3\t0\n100508\tM\tMarried\t1957\tL: 300,000 and above\t15000\tBach.\t0\t3\tTechSup\t5\t0\n100509\tM\tNeverM\t1979\tF: 110,000 - 129,999\t9000\tHS-grad\t0\t1\tHandler\t2\t1\n100510\tM\tMarried\t1962\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t3\tCrafts\t4\t0\n100511\tM\tDivorc.\t1959\tL: 300,000 and above\t7000\t< Bach.\t1\t1\tSales\t6\t0\n100512\tM\tNeverM\t1958\tH: 150,000 - 169,999\t10000\tMasters\t1\t2\tProf.\t6\t0\n100513\tM\tMarried\t1973\tE: 90,000 - 109,999\t5000\tBach.\t1\t3\tSales\t4\t0\n100514\tF\tNeverM\t1979\tG: 130,000 - 149,999\t5000\t< Bach.\t0\t1\tSales\t2\t1\n100515\tF\tNeverM\t1974\tD: 70,000 - 89,999\t9000\tProfsc\t0\t2\tProf.\t4\t1\n100516\tM\tMarried\t1966\tE: 90,000 - 109,999\t10000\t10th\t0\t3\tTransp.\t6\t0\n100517\tM\tDivorc.\t1953\tJ: 190,000 - 249,999\t9000\t7th-8th\t0\t2\tCrafts\t8\t0\n100518\tF\tWidowed\t1948\tG: 130,000 - 149,999\t5000\t10th\t0\t9+\tCrafts\t6\t0\n100519\tM\tNeverM\t1973\tJ: 190,000 - 249,999\t11000\t< Bach.\t1\t2\tSales\t4\t0\n100520\tM\tMarried\t1949\tI: 170,000 - 189,999\t1500\t< Bach.\t0\t3\tTransp.\t4\t0\n100521\tM\tNeverM\t1963\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t2\tCrafts\t4\t0\n100522\tM\tMarried\t1944\tI: 170,000 - 189,999\t10000\tHS-grad\t1\t3\tExec.\t4\t0\n100523\tF\tMarried\t1962\tK: 250,000 - 299,999\t7000\t< Bach.\t1\t4-5\tTransp.\t4\t0\n100524\tM\tMarried\t1970\tL: 300,000 and above\t11000\t< Bach.\t0\t3\tMachine\t5\t0\n100525\tM\tMarried\t1952\tJ: 190,000 - 249,999\t15000\tBach.\t0\t3\tExec.\t8\t0\n100526\tM\tNeverM\t1968\tL: 300,000 and above\t7000\tHS-grad\t0\t2\tCrafts\t4\t0\n100527\tM\tMarried\t1966\tB: 30,000 - 49,999\t1500\tHS-grad\t1\t3\tProf.\t5\t0\n100528\tM\tMarried\t1946\tL: 300,000 and above\t11000\t< Bach.\t1\t3\tTechSup\t6\t0\n100529\tF\tSepar.\t1954\tF: 110,000 - 129,999\t1500\tHS-grad\t0\t9+\tMachine\t5\t0\n100530\tF\tNeverM\t1954\tB: 30,000 - 49,999\t3000\tHS-grad\t0\t9+\tTransp.\t5\t0\n100531\tF\tNeverM\t1980\tL: 300,000 and above\t15000\tBach.\t0\t1\tSales\t2\t1\n100532\tM\tMarried\t1948\tH: 150,000 - 169,999\t5000\tHS-grad\t1\t3\tFarming\t6\t0\n100533\tF\tWidowed\t1967\tG: 130,000 - 149,999\t9000\t< Bach.\t0\t1\tProf.\t4\t0\n100534\tM\tDivorc.\t1949\tH: 150,000 - 169,999\t10000\tBach.\t0\t2\tExec.\t7\t0\n100535\tM\tNeverM\t1982\tJ: 190,000 - 249,999\t11000\tHS-grad\t0\t1\tOther\t1\t1\n100536\tF\tNeverM\t1984\tG: 130,000 - 149,999\t1500\tHS-grad\t0\t1\tMachine\t1\t1\n100537\tF\tWidowed\t1928\tI: 170,000 - 189,999\t1500\tHS-grad\t0\t2\tCleric.\t8\t0\n100538\tF\tDivorc.\t1958\tE: 90,000 - 109,999\t5000\tHS-grad\t0\t9+\tCleric.\t5\t0\n100539\tF\tNeverM\t1970\tH: 150,000 - 169,999\t10000\tMasters\t0\t2\tProf.\t4\t0\n100540\tM\tNeverM\t1954\tB: 30,000 - 49,999\t1500\tMasters\t1\t2\tProf.\t5\t0\n100541\tM\tMarried\t1961\tK: 250,000 - 299,999\t9000\tHS-grad\t1\t3\tMachine\t5\t0\n100542\tF\tSepar.\t1965\tG: 130,000 - 149,999\t7000\t< Bach.\t0\t2\tExec.\t5\t0\n100543\tM\tNeverM\t1984\tD: 70,000 - 89,999\t5000\tHS-grad\t0\t1\tFarming\t2\t1\n100544\tM\tMarried\t1952\tF: 110,000 - 129,999\t1500\tMasters\t1\t3\tExec.\t5\t0\n100545\tM\tNeverM\t1979\tL: 300,000 and above\t11000\tHS-grad\t0\t1\tOther\t2\t1\n100546\tF\tWidowed\t1943\tA: Below 30,000\t1500\t< Bach.\t0\t2\tExec.\t6\t0\n100547\tF\tMarried\t1983\tJ: 190,000 - 249,999\t9000\tHS-grad\t0\t1\tProf.\t2\t1\n100548\tF\tDivorc.\t1976\tK: 250,000 - 299,999\t7000\t< Bach.\t0\t1\tExec.\t3\t1\n100549\tM\tMarried\t1977\tG: 130,000 - 149,999\t10000\tBach.\t0\t3\tExec.\t1\t1\n100550\tM\tNeverM\t1976\tJ: 190,000 - 249,999\t15000\tHS-grad\t0\t2\tCrafts\t3\t1\n100551\tF\tMabsent\t1964\tG: 130,000 - 149,999\t3000\tHS-grad\t0\t9+\tSales\t3\t0\n100552\tF\tNeverM\t1978\tJ: 190,000 - 249,999\t15000\tAssoc-A\t0\t1\t?\t5\t1\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:52:53+0000","dateStarted":"2018-02-07T01:53:41+0000","dateFinished":"2018-02-07T01:53:41+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:119"},{"title":"Clean up any previous Cluster Model Settings table","text":"%script\n--Build a clustering model.\n\nDECLARE\nv_sql varchar2(100);\n\n-- drop build settings\nBEGIN\nv_sql := 'DROP TABLE km_sh_sample_settings PURGE';\nEXECUTE IMMEDIATE v_sql;\nDBMS_OUTPUT.PUT_LINE (v_sql ||': succeeded');\nEXCEPTION\nWHEN OTHERS THEN\nDBMS_OUTPUT.PUT_LINE (v_sql ||': drop unneccessary - no table exists');\nEND;\n/\n","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517966391884_32811745","id":"20180207-011951_270536659","result":{"msg":"DROP TABLE km_sh_sample_settings PURGE: succeeded\n\n\nPL/SQL procedure successfully completed.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-07T01:19:51+0000","dateStarted":"2018-02-07T01:53:41+0000","dateFinished":"2018-02-07T01:53:42+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:120"},{"title":"Drop any previous Clustering Models for notebook repeatability","text":"%script \n\nDECLARE\nv_sql varchar2(100);\n\nBEGIN\n-- drop model\nv_sql := 'CALL DBMS_DATA_MINING.DROP_MODEL(''KM_SH_Clus_sample'')';\nEXECUTE IMMEDIATE v_sql;\nDBMS_OUTPUT.PUT_LINE (v_sql ||': succeeded');\nEXCEPTION\nWHEN OTHERS THEN\nDBMS_OUTPUT.PUT_LINE (v_sql ||': drop unneccessary - no model exists');\nEND;\n/","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517966660033_1846717274","id":"20180207-012420_1314278985","result":{"msg":"CALL DBMS_DATA_MINING.DROP_MODEL('KM_SH_Clus_sample'): succeeded\n\n\nPL/SQL procedure successfully completed.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-07T01:24:20+0000","dateStarted":"2018-02-07T01:53:42+0000","dateFinished":"2018-02-07T01:53:42+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:121"},{"title":"Create a Model Settings table","text":"%script \nDECLARE\nv_sql varchar2(100);\n\n-- Create a Build Setting (DT) for K-Means Model Build\n\nBEGIN\nv_sql := 'CREATE TABLE km_sh_sample_settings (setting_name  VARCHAR2(30),setting_value VARCHAR2(4000))';\nEXECUTE IMMEDIATE v_sql;\nDBMS_OUTPUT.PUT_LINE (v_sql ||': succeeded');\nEXCEPTION\nWHEN OTHERS THEN\nDBMS_OUTPUT.PUT_LINE (v_sql ||': drop unneccessary - no table exists');\nEND;\n/","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517967367198_323151","id":"20180207-013607_1477553363","result":{"msg":"CREATE TABLE km_sh_sample_settings (setting_name  VARCHAR2(30),setting_value\nVARCHAR2(4000)): succeeded\n\n\nPL/SQL procedure successfully completed.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-07T01:36:07+0000","dateStarted":"2018-02-07T01:53:42+0000","dateFinished":"2018-02-07T01:53:42+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:122"},{"title":"Define the Model Settings","text":"%script \n-- Create Model Settings table\n\nBEGIN       \n   INSERT INTO km_sh_sample_settings (setting_name, setting_value) VALUES\n   (dbms_data_mining.kmns_distance,dbms_data_mining.kmns_euclidean);\n\n   INSERT INTO km_sh_sample_settings (setting_name, setting_value) VALUES \n   (dbms_data_mining.prep_auto,dbms_data_mining.prep_auto_on);\n   -- Other examples of overrides are:\n   -- (dbms_data_mining.kmns_iterations,3);\n   -- (dbms_data_mining.kmns_block_growth,2);\n   -- (dbms_data_mining.kmns_conv_tolerance,0.01);\n   -- (dbms_data_mining.kmns_split_criterion,dbms_data_mining.kmns_variance);\n   -- (dbms_data_mining.kmns_min_pct_attr_support,0.1);\n   -- (dbms_data_mining.kmns_num_bins,10);\nEND;\n/","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517967591037_-656506163","id":"20180207-013951_2087749419","result":{"msg":"\nPL/SQL procedure successfully completed.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-07T01:39:51+0000","dateStarted":"2018-02-07T01:53:42+0000","dateFinished":"2018-02-07T01:53:42+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:123"},{"title":"Build the K-Means Clustering Model","text":"%script\n\n-- Build a Clustering Model\n\nBEGIN\nDBMS_DATA_MINING.CREATE_MODEL(\n    model_name          => 'KM_SH_Clus_sample',\n    mining_function     => dbms_data_mining.clustering,\n    data_table_name     => 'CUSTOMERS360',\n    case_id_column_name => 'cust_id',\n    settings_table_name => 'km_sh_sample_settings');\nEND;\n/","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517927532819_-2129922227","id":"20180206-143212_543538747","result":{"msg":"\nPL/SQL procedure successfully completed.\n\n","code":"SUCCESS","type":"TEXT"},"dateCreated":"2018-02-06T14:32:12+0000","dateStarted":"2018-02-07T01:53:42+0000","dateFinished":"2018-02-07T01:53:44+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:124"},{"title":"Display the Model Settings","text":"%sql\nSELECT setting_name, setting_value\n  FROM user_mining_model_settings\n WHERE model_name = 'KM_SH_CLUS_SAMPLE'\nORDER BY setting_name;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517927538435_-1151121025","id":"20180206-143218_1224620980","result":{"msg":"SETTING_NAME\tSETTING_VALUE\nALGO_NAME\tALGO_KMEANS\nCLUS_NUM_CLUSTERS\t10\nKMNS_CONV_TOLERANCE\t.001\nKMNS_DETAILS\tKMNS_DETAILS_HIERARCHY\nKMNS_DISTANCE\tKMNS_EUCLIDEAN\nKMNS_ITERATIONS\t20\nKMNS_MIN_PCT_ATTR_SUPPORT\t.1\nKMNS_NUM_BINS\t11\nKMNS_RANDOM_SEED\t0\nKMNS_SPLIT_CRITERION\tKMNS_VARIANCE\nODMS_MISSING_VALUE_TREATMENT\tODMS_MISSING_VALUE_AUTO\nODMS_SAMPLING\tODMS_SAMPLING_DISABLE\nPREP_AUTO\tON\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:32:18+0000","dateStarted":"2018-02-07T01:53:43+0000","dateFinished":"2018-02-07T01:53:43+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:125"},{"title":"Display the Model Signature","text":"%sql \nSELECT attribute_name, attribute_type\n  FROM user_mining_model_attributes\n WHERE model_name = 'KM_SH_CLUS_SAMPLE'\nORDER BY attribute_name;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517929045106_-816583763","id":"20180206-145725_512764471","result":{"msg":"ATTRIBUTE_NAME\tATTRIBUTE_TYPE\nAFFINITY_CARD\tNUMERICAL\nCUST_CREDIT_LIMIT\tNUMERICAL\nCUST_GENDER\tCATEGORICAL\nCUST_INCOME_LEVEL\tCATEGORICAL\nCUST_MARITAL_STATUS\tCATEGORICAL\nCUST_YEAR_OF_BIRTH\tNUMERICAL\nEDUCATION\tCATEGORICAL\nHOUSEHOLD_SIZE\tCATEGORICAL\nOCCUPATION\tCATEGORICAL\nYRS_RESIDENCE\tNUMERICAL\nY_BOX_GAMES\tNUMERICAL\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:57:25+0000","dateStarted":"2018-02-07T01:53:43+0000","dateFinished":"2018-02-07T01:53:43+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:126"},{"title":"Display the Model Metadata","text":"%sql \nSELECT mining_function, algorithm\n  FROM user_mining_models\n WHERE model_name = 'KM_SH_CLUS_SAMPLE';\n","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":119},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517929099644_-1705661850","id":"20180206-145819_989751216","result":{"msg":"MINING_FUNCTION\tALGORITHM\nCLUSTERING\tKMEANS\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:58:19+0000","dateStarted":"2018-02-07T01:53:43+0000","dateFinished":"2018-02-07T01:53:43+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:127"},{"title":"Display the K-Means Model Details","text":"%sql \n------------------------\n-- DISPLAY MODEL DETAILS\n--\n-- Cluster details are best seen in pieces - based on the kind of\n-- associations and groupings that are needed to be observed.\n--\n-- CLUSTERS\n-- For each cluster_id, provides the number of records in the cluster,\n-- the parent cluster id, the level in the hierarchy, and dispersion -\n-- which is a measure of the quality of the cluster, and computationally,\n-- the sum of square errors.\n-- Since centroid, histogram, and rule details are not being requested\n-- here, specify 0,0,0 as arguments to the table function to reduce\n-- the amount of work it needs to perform when fetching details.\n--\nSELECT id clu_id, record_count rec_cnt, parent, tree_level, dispersion\n  FROM TABLE(DBMS_DATA_MINING.GET_MODEL_DETAILS_KM('KM_SH_Clus_sample',null,null,0,0,0))\n ORDER BY id;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517929140433_-706453109","id":"20180206-145900_542408595","result":{"msg":"CLU_ID\tREC_CNT\tPARENT\tTREE_LEVEL\tDISPERSION\n1\t4500\t\t1\t4.9692522655074551\n2\t3136\t1\t2\t5.0487774359746238\n3\t1364\t1\t2\t4.7864143369260441\n4\t492\t3\t3\t4.8677029958164812\n5\t872\t3\t3\t4.7405496348915319\n6\t2093\t2\t3\t4.9795675369801629\n7\t1043\t2\t3\t5.1876617299299514\n8\t609\t7\t4\t5.2951647098352757\n9\t434\t7\t4\t5.0368107742563506\n10\t1977\t6\t4\t4.8972891601592856\n11\t116\t6\t4\t6.3818464246946132\n12\t1706\t10\t5\t4.7613589467083077\n13\t271\t10\t5\t5.7529974411458813\n14\t1245\t12\t6\t4.6033078771853164\n15\t461\t12\t6\t5.1881996876109628\n16\t803\t14\t7\t5.0691227297690666\n17\t442\t14\t7\t3.7570424323329368\n18\t443\t16\t8\t4.98918607725148\n19\t360\t16\t8\t5.1674892216170978\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:59:00+0000","dateStarted":"2018-02-07T01:53:43+0000","dateFinished":"2018-02-07T01:53:43+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:128"},{"title":"Show the K-Means Model Taxonomy","text":"%sql \n-- TAXONOMY\n--\nSELECT T.id clu_id, C.id child_id\n  FROM TABLE(DBMS_DATA_MINING.GET_MODEL_DETAILS_KM('KM_SH_Clus_sample',null,null,0,0,0)) T,\n       TABLE(T.child) C\nORDER BY T.id, C.id;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517929185250_-117525136","id":"20180206-145945_1608792403","result":{"msg":"CLU_ID\tCHILD_ID\n1\t2\n1\t3\n2\t6\n2\t7\n3\t4\n3\t5\n4\t\n5\t\n6\t10\n6\t11\n7\t8\n7\t9\n8\t\n9\t\n10\t12\n10\t13\n11\t\n12\t14\n12\t15\n13\t\n14\t16\n14\t17\n15\t\n16\t18\n16\t19\n17\t\n18\t\n19\t\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T14:59:45+0000","dateStarted":"2018-02-07T01:53:43+0000","dateFinished":"2018-02-07T01:53:44+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:129"},{"title":"List ten most representative (based on likelihood) customers of cluster 2","text":"%sql \nSELECT cust_id\nFROM (SELECT cust_id, rank() over (order by prob desc, cust_id) rnk_clus2\n  FROM (SELECT cust_id, CLUSTER_PROBABILITY(km_sh_clus_sample, 2 USING *) prob\n          FROM CUSTOMERS360))\nWHERE rnk_clus2 <= 10\norder by rnk_clus2;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"CUST_ID","index":0,"aggr":"sum"}],"values":[],"scatter":{"xAxis":{"name":"CUST_ID","index":0,"aggr":"sum"}},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517929284602_-1218707137","id":"20180206-150124_897531838","result":{"msg":"CUST_ID\n100001\n100002\n100003\n100004\n100005\n100006\n100007\n100008\n100009\n100010\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-06T15:01:24+0000","dateStarted":"2018-02-07T01:53:44+0000","dateFinished":"2018-02-07T01:53:44+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:130"},{"title":"List the five most relevant attributes for likely cluster assignments for a specific customer","text":"%sql \n\n-- List the five most relevant attributes for likely cluster assignments\n-- for customer id 101362 (> 20% likelihood of assignment).\n\nSELECT S.cluster_id, probability prob, \n       CLUSTER_DETAILS(km_sh_clus_sample, S.cluster_id, 5 using T.*) det\nFROM \n  (SELECT v.*, CLUSTER_SET(km_sh_clus_sample, NULL, 0.2 USING *) pset\n    FROM CUSTOMERS360 v\n   WHERE cust_id = 101362) T, \n  TABLE(T.pset) S\norder by 2 desc;","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"title":true,"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"CLUSTER_ID","index":0,"aggr":"sum"}],"values":[{"name":"PROB","index":1,"aggr":"sum"}],"scatter":{"yAxis":{"name":"PROB","index":1,"aggr":"sum"},"xAxis":{"name":"CLUSTER_ID","index":0,"aggr":"sum"}},"groups":[],"height":300},"enabled":true,"editorMode":"ace/mode/osql"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517968092501_1985096063","id":"20180207-014812_1157397558","result":{"msg":"CLUSTER_ID\tPROB\tDET\n5\t0.223305502981386\t<Details algorithm=\"K-Means Clustering\" cluster=\"5\">\n<Attribute name=\"Y_BOX_GAMES\" actualValue=\"1\" weight=\".078\" rank=\"1\"/>\n<Attribute name=\"CUST_YEAR_OF_BIRTH\" actualValue=\"1978\" weight=\".04\" rank=\"2\"/>\n<Attribute name=\"CUST_CREDIT_LIMIT\" actualValue=\"11000\" weight=\".024\" rank=\"3\"/>\n<Attribute name=\"YRS_RESIDENCE\" actualValue=\"3\" weight=\".016\" rank=\"4\"/>\n<Attribute name=\"CUST_MARITAL_STATUS\" actualValue=\"Separ.\" weight=\".007\" rank=\"5\"/>\n</Details>\n\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2018-02-07T01:48:12+0000","dateStarted":"2018-02-07T01:53:44+0000","dateFinished":"2018-02-07T01:53:44+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:131"},{"text":"%sql ","user":"CBERGER","dateUpdated":"2018-02-07T01:53:41+0000","config":{"colWidth":12,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true,"editorMode":"ace/mode/osql"},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1517968212110_-550262916","id":"20180207-015012_115000640","result":{"msg":"","code":"ERROR","type":"TEXT"},"dateCreated":"2018-02-07T01:50:12+0000","dateStarted":"2018-02-07T01:53:44+0000","dateFinished":"2018-02-07T01:53:44+0000","status":"ERROR","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:132"}],"name":"Clustering","id":"559","angularObjects":{"ORA32A881B886:shared_process":[],"ORA861F047A1D:shared_process":[],"ORA548C38603D:shared_process":[],"MDWCF4DF17A97:shared_process":[]},"config":{"looknfeel":"default"},"info":{}}