Market Basket Analysis Notebook.json

{"paragraphs":[{"text":"%md\n## This example show the use of Associations Rules which is typically referred to as \"Market Basket Analysis\".  \n### Association Rules can also be used for other use cases for example in manufacturing when looking for co-occurring items, failures or events.","user":"CHBERGER","dateUpdated":"2017-09-05T20:27:56+0000","config":{"colWidth":12,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":158.467},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1502919675612_1920734892","id":"20170816-174115_1108547187","result":{"msg":"<h2>This example show the use of Associations Rules which is typically referred to as &ldquo;Market Basket Analysis&rdquo;.</h2>\n<h3>Association Rules can also be used for other use cases for example in manufacturing when looking for co-occurring items, failures or events.</h3>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-07-07T20:47:59+0000","dateStarted":"2017-09-05T18:44:55+0000","dateFinished":"2017-09-05T18:44:56+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:107"},{"title":"Clean out old datasets for repeat runs","text":"%plsql\nBEGIN EXECUTE IMMEDIATE 'DROP VIEW sales_trans_cust';\nEXCEPTION WHEN OTHERS THEN NULL; \nEND;","user":"CHBERGER","dateUpdated":"2017-09-05T20:28:10+0000","config":{"tableHide":true,"colWidth":12,"editorMode":"ace/mode/plsql","editorHide":true,"title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504641939176_-1020109425","id":"20170905-200539_2098017618","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T20:05:39+0000","dateStarted":"2017-09-05T20:09:22+0000","dateFinished":"2017-09-05T20:09:22+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:108"},{"text":"%sql\nselect * from sales;","user":"CHBERGER","dateUpdated":"2017-09-05T18:46:20+0000","config":{"colWidth":8,"editorMode":"ace/mode/osql","graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":229.333},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1502919675622_1906114434","id":"20170816-174115_1043856595","result":{"msg":"PROD_ID\tCUST_ID\tTIME_ID\tCHANNEL_ID\tPROMO_ID\tQUANTITY_SOLD\tAMOUNT_SOLD\n134\t13905\t1999-11-29 00:00:00.0\t2\t999\t1\t21.33\n134\t17638\t1999-11-29 00:00:00.0\t2\t999\t1\t21.33\n134\t33762\t1999-11-29 00:00:00.0\t2\t999\t1\t21.33\n134\t41371\t1999-11-29 00:00:00.0\t2\t999\t1\t21.33\n134\t401\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t630\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t699\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t1263\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t1542\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t2579\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t3265\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t5604\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t6526\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t6547\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t6725\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t7608\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t7699\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t9824\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t10825\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t11658\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t13905\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t17638\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t33762\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t37705\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t41371\t1999-11-29 00:00:00.0\t3\t999\t1\t26.45\n134\t368\t1999-12-01 00:00:00.0\t3\t999\t1\t26.82\n134\t3850\t1999-12-01 00:00:00.0\t3\t999\t1\t26.82\n134\t5084\t1999-12-01 00:00:00.0\t3\t999\t1\t26.82\n134\t8196\t1999-12-01 00:00:00.0\t3\t999\t1\t26.82\n134\t5077\t1999-12-01 00:00:00.0\t4\t999\t1\t19.92\n134\t6164\t1999-12-01 00:00:00.0\t4\t999\t1\t19.92\n134\t6315\t1999-12-01 00:00:00.0\t4\t999\t1\t19.92\n134\t4567\t1999-12-04 00:00:00.0\t2\t999\t1\t21.33\n134\t5050\t1999-12-04 00:00:00.0\t2\t999\t1\t21.33\n134\t22988\t1999-12-04 00:00:00.0\t2\t999\t1\t21.33\n134\t33761\t1999-12-04 00:00:00.0\t2\t999\t1\t21.33\n134\t127\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t576\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t594\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t1127\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t1728\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t1848\t1999-12-04 00:00:00.0\t3\t999\t1\t26.82\n134\t1858\t1999-12-04 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00:00:00.0\t4\t999\t1\t19.65\n134\t23861\t1999-12-04 00:00:00.0\t4\t999\t1\t19.65\n134\t1621\t1999-12-06 00:00:00.0\t2\t999\t1\t21.33\n134\t2614\t1999-12-06 00:00:00.0\t2\t999\t1\t21.33\n134\t3871\t1999-12-06 00:00:00.0\t2\t999\t1\t21.33\n134\t8621\t1999-12-06 00:00:00.0\t2\t999\t1\t21.33\n134\t21781\t1999-12-06 00:00:00.0\t2\t999\t1\t21.33\n134\t504\t1999-12-09 00:00:00.0\t2\t999\t1\t21.33\n134\t3294\t1999-12-09 00:00:00.0\t2\t999\t1\t21.33\n134\t1621\t1999-12-09 00:00:00.0\t3\t999\t1\t26.82\n134\t2601\t1999-12-09 00:00:00.0\t3\t999\t1\t26.82\n134\t33761\t1999-12-09 00:00:00.0\t3\t999\t1\t26.82\n134\t354\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t365\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t1931\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t2177\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t2281\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t2381\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t3049\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t4319\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t5348\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t5860\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t6242\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t9085\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t11257\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t19022\t1999-12-15 00:00:00.0\t2\t999\t1\t21.33\n134\t365\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t408\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t724\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t737\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t3433\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t5348\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t6969\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t9884\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t11141\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t12353\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t19022\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t35465\t1999-12-15 00:00:00.0\t3\t999\t1\t26.82\n134\t1057\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t1824\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t2025\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t2424\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t3072\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t3775\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t4182\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t4266\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t4716\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t4924\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t5713\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t10642\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t11310\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t33553\t1999-12-18 00:00:00.0\t2\t999\t1\t21.71\n134\t15\t1999-12-18 00:00:00.0\t3\t999\t1\t26.45\n134\t114\t1999-12-18 00:00:00.0\t3\t999\t1\t26.45\n134\t139\t1999-12-18 00:00:00.0\t3\t999\t1\t26.45\n134\t331\t1999-12-18 00:00:00.0\t3\t999\t1\t26.45\n134\t750\t1999-12-18 00:00:00.0\t3\t999\t1\t26.45\n134\t1286\t1999-12-18 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00:00:00.0\t2\t999\t1\t46.73\n24\t9723\t1999-10-26 00:00:00.0\t2\t999\t1\t46.73\n24\t11013\t1999-10-26 00:00:00.0\t2\t999\t1\t46.73\n24\t27319\t1999-10-26 00:00:00.0\t2\t999\t1\t46.73\n24\t33759\t1999-10-26 00:00:00.0\t2\t999\t1\t46.73\n24\t1709\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t1721\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t1814\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t1858\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t2164\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t3693\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t4087\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t4391\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t5359\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t5425\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t7128\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t9320\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t12083\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n24\t13191\t1999-10-30 00:00:00.0\t2\t999\t1\t47.57\n25\t5713\t1999-12-19 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00:00:00.0\t3\t999\t1\t51.25\n27\t13710\t1999-12-08 00:00:00.0\t3\t999\t1\t51.25\n27\t2263\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t2703\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t4246\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t4266\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t4716\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t5860\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t6180\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t8223\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t11310\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n27\t33553\t1999-12-16 00:00:00.0\t2\t999\t1\t45.71\n28\t688\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t832\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t1282\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t1909\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t2473\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t3048\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t4719\t1999-11-08 00:00:00.0\t3\t999\t1\t225.28\n28\t5261\t1999-11-08 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00:00:00.0\t4\t999\t1\t190.51\n28\t23861\t1999-11-10 00:00:00.0\t4\t999\t1\t190.51\n28\t677\t1999-11-17 00:00:00.0\t4\t999\t1\t187.15\n28\t6112\t1999-11-17 00:00:00.0\t4\t999\t1\t187.15\n28\t7791\t1999-11-17 00:00:00.0\t4\t999\t1\t187.15\n28\t28323\t1999-11-17 00:00:00.0\t4\t999\t1\t187.15\n28\t1359\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t1394\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t1745\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t2160\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t3132\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t3751\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t5403\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t5478\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t8211\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t9189\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t9452\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t9710\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t10527\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t11815\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t14980\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t20966\t1999-11-20 00:00:00.0\t3\t999\t1\t225.28\n28\t3\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t1236\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t2358\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t2764\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t2770\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t4241\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t7607\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t7778\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t9255\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t9378\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t9723\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t11013\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t27319\t1999-11-25 00:00:00.0\t2\t999\t1\t203.18\n28\t1867\t1999-11-26 00:00:00.0\t4\t999\t1\t187.15\n28\t10679\t1999-11-26 00:00:00.0\t4\t999\t1\t187.15\n28\t13407\t1999-11-26 00:00:00.0\t4\t999\t1\t187.15\n28\t6213\t1999-12-07 00:00:00.0\t4\t999\t1\t187.15\n28\t6640\t1999-12-07 00:00:00.0\t4\t999\t1\t187.15\n28\t160\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n28\t293\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n28\t426\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n28\t2616\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n28\t2913\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n28\t4060\t1999-12-10 00:00:00.0\t2\t999\t1\t206.83\n130\t5860\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t6180\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t6242\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t6807\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t6969\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t7164\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t7199\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t8537\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t9085\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t9346\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t9483\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t9884\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t10379\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t10564\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t11141\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t11257\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t12118\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t19022\t1999-12-15 00:00:00.0\t2\t999\t1\t91.42\n130\t114\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t139\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t331\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1057\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1286\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1497\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1539\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1741\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1805\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t1824\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t2025\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t2424\t1999-12-18 00:00:00.0\t2\t999\t1\t91.42\n130\t2555\t1999-12-18 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00:00:00.0\t2\t999\t1\t8\n120\t6743\t2000-08-14 00:00:00.0\t2\t999\t1\t8\n120\t8979\t2000-08-14 00:00:00.0\t2\t999\t1\t8\n120\t9230\t2000-08-14 00:00:00.0\t2\t999\t1\t8\n120\t11850\t2000-08-14 00:00:00.0\t2\t999\t1\t8\n120\t2512\t2000-08-17 00:00:00.0\t3\t999\t1\t1113.27\n120\t7397\t2000-08-17 00:00:00.0\t3\t999\t1\t1113.27\n120\t13449\t2000-08-17 00:00:00.0\t3\t999\t1\t1113.27\n120\t5332\t2000-08-20 00:00:00.0\t4\t999\t1\t7.37\n120\t11487\t2000-08-20 00:00:00.0\t4\t999\t1\t7.37\n120\t1212\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t6013\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t6035\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t6149\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t7807\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t9893\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t10792\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t40207\t2000-08-24 00:00:00.0\t3\t999\t1\t7.27\n120\t992\t2000-08-28 00:00:00.0\t3\t999\t1\t7.37\n120\t1428\t2000-08-28 00:00:00.0\t3\t999\t1\t7.37\n120\t1995\t2000-08-28 00:00:00.0\t3\t999\t1\t7.37\n120\t3707\t2000-08-28 00:00:00.0\t3\t999\t1\t7.37\n120\t4693\t2000-09-01 00:00:00.0\t4\t999\t1\t6.42\n120\t4928\t2000-09-01 00:00:00.0\t4\t999\t1\t6.42\n120\t10715\t2000-09-01 00:00:00.0\t4\t999\t1\t6.42\n120\t13468\t2000-09-01 00:00:00.0\t4\t999\t1\t6.42\n120\t173\t2000-09-04 00:00:00.0\t2\t999\t1\t6.4\n120\t12051\t2000-09-04 00:00:00.0\t2\t999\t1\t6.4\n120\t1649\t2000-09-06 00:00:00.0\t4\t999\t1\t6.49\n120\t3299\t2000-09-06 00:00:00.0\t4\t999\t1\t6.49\n120\t4193\t2000-09-06 00:00:00.0\t4\t999\t1\t6.49\n120\t5948\t2000-09-06 00:00:00.0\t4\t999\t1\t6.49\n120\t6188\t2000-09-06 00:00:00.0\t4\t999\t1\t6.49\n120\t362\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t409\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t682\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t1308\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t1596\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2089\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2283\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2607\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2628\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2643\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2671\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2727\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2732\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t2955\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t4057\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t4059\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t4245\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t4884\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t4982\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t6219\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t6399\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t6752\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t7206\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t7482\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t7938\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t8025\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t8999\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t9277\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t9984\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t10201\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t10866\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t11395\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t11599\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t17420\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t30062\t2000-09-11 00:00:00.0\t3\t999\t1\t6.94\n120\t1950\t2000-09-18 00:00:00.0\t4\t999\t1\t6.94\n120\t4648\t2000-09-18 00:00:00.0\t4\t999\t1\t6.94\n120\t9891\t2000-09-18 00:00:00.0\t4\t999\t1\t6.94\n120\t31979\t2000-09-18 00:00:00.0\t4\t999\t1\t6.94\n120\t8447\t2000-09-20 00:00:00.0\t4\t999\t1\t979.68\n120\t10608\t2000-09-20 00:00:00.0\t4\t999\t1\t979.68\n120\t11568\t2000-09-23 00:00:00.0\t4\t999\t1\t979.68\n120\t1335\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t1429\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t1887\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t1995\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t2215\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t3988\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t4753\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t4787\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t5898\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t7715\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t7935\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t10889\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t10932\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n120\t12149\t2000-09-27 00:00:00.0\t4\t999\t1\t6.49\n121\t8195\t2000-07-03 00:00:00.0\t3\t999\t1\t12.58\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-07-07T20:50:10+0000","dateStarted":"2017-08-23T20:15:24+0000","dateFinished":"2017-08-23T20:15:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:109"},{"text":"%md\n![tiny arrow](http://www.tnt-audio.com/jpg/market_basket.jpg \"tiny arrow\")","user":"CHBERGER","dateUpdated":"2017-09-05T18:45:19+0000","config":{"colWidth":4,"editorMode":"ace/mode/markdown","editorHide":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":292.767},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504477652050_1794125654","id":"20170903-222732_1347361683","result":{"msg":"<p><img src=\"http://www.tnt-audio.com/jpg/market_basket.jpg\" alt=\"tiny arrow\" title=\"tiny arrow\" /></p>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-03T22:27:32+0000","dateStarted":"2017-09-05T18:43:29+0000","dateFinished":"2017-09-05T18:43:30+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:110"},{"title":"Display the Product Names for Each PROD_ID","text":"%sql\nselect * from products;","user":"CHBERGER","dateUpdated":"2017-09-05T20:11:13+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_1502919702441_1948852210","id":"20170816-214142_1989051057","result":{"msg":"PROD_ID\tPROD_NAME\tPROD_DESC\tPROD_SUBCATEGORY\tPROD_SUBCATEGORY_ID\tPROD_SUBCATEGORY_DESC\tPROD_CATEGORY\tPROD_CATEGORY_ID\tPROD_CATEGORY_DESC\tPROD_WEIGHT_CLASS\tPROD_UNIT_OF_MEASURE\tPROD_PACK_SIZE\tSUPPLIER_ID\tPROD_STATUS\tPROD_LIST_PRICE\tPROD_MIN_PRICE\tPROD_TOTAL\tPROD_TOTAL_ID\tPROD_SRC_ID\tPROD_EFF_FROM\tPROD_EFF_TO\tPROD_VALID\n13\t5MP Telephoto Digital Camera\t5MP Telephoto Digital Camera\tCameras\t2044\tCameras\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t899.99\t899.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n14\t17\" LCD w/built-in HDTV Tuner\t17\" LCD w/built-in HDTV Tuner\tMonitors\t2035\tMonitors\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t999.99\t999.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n15\tEnvoy 256MB - 40GB\tEnvoy 256MB - 40Gb\tDesktop PCs\t2021\tDesktop PCs\tHardware\t202\tHardware\t1\tU\tP\t1\tSTATUS\t999.99\t999.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n16\tY Box\tY Box\tGame Consoles\t2011\tGame Consoles\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t299.99\t299.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n17\tMini DV Camcorder with 3.5\" Swivel LCD\tMini DV Camcorder with 3.5\" Swivel LCD\tCamcorders\t2041\tCamcorders\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t1099.99\t1099.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n18\tEnvoy Ambassador\tEnvoy Ambassador\tPortable PCs\t2022\tPortable PCs\tHardware\t202\tHardware\t1\tU\tP\t1\tSTATUS\t1299.99\t1299.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n19\tLaptop carrying case\tLaptop carrying case\tAccessories\t2051\tAccessories\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t55.99\t55.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n20\tHome Theatre Package with DVD-Audio/Video Play\tHome Theatre Package with DVD-Audio/Video Play\tHome Audio\t2012\tHome Audio\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t599.99\t599.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n21\t18\" Flat Panel Graphics Monitor\t18\" Flat Panel Graphics Monitor\tMonitors\t2035\tMonitors\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t899.99\t899.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n22\tEnvoy External Keyboard\tEnvoy External Keyboard\tAccessories\t2031\tAccessories\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t24.99\t24.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n23\tExternal 101-key keyboard\tExternal 101-key keyboard\tAccessories\t2051\tAccessories\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t21.99\t21.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n24\tPCMCIA modem/fax 28800 baud\tPCMCIA modem/fax 28800 baud\tModems/Fax\t2034\tModems/Fax\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t45.99\t45.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n25\tSIMM- 8MB PCMCIAII card\tSIMM- 8MB PCMCIAII card\tMemory\t2033\tMemory\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t112.99\t112.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n26\tSIMM- 16MB PCMCIAII card\tSIMM- 16MB PCMCIAII card\tMemory\t2033\tMemory\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t149.99\t149.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n27\tMultimedia speakers- 3\" cones\tMultimedia speakers- 3\" cones\tAccessories\t2031\tAccessories\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n28\tUnix/Windows 1-user pack\tUnix/Windows 1-user pack\tOperating Systems\t2052\tOperating Systems\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t199.99\t199.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n29\t8.3 Minitower Speaker\t8.3 Minitower Speaker\tHome Audio\t2012\tHome Audio\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t499.99\t499.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n30\tMouse Pad\tMouse Pad\tAccessories\t2051\tAccessories\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t9.99\t9.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n31\t1.44MB External 3.5\" Diskette\t1.44MB External 3.5\" Diskette\tAccessories\t2051\tAccessories\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t8.99\t8.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n32\tMultimedia speakers- 5\" cones\tMultimedia speakers- 5\" cones\tAccessories\t2031\tAccessories\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t67.99\t67.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n33\tPCMCIA modem/fax 19200 baud\tPCMCIA modem/fax 19200 baud\tModems/Fax\t2034\tModems/Fax\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n34\tExternal 6X CD-ROM\tExternal 6X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t39.99\t39.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n35\tExternal 8X CD-ROM\tExternal 8X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t49.99\t49.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n36\tEnvoy External 6X CD-ROM\tEnvoy External 6X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n37\tEnvoy External 8X CD-ROM\tEnvoy External 8X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t54.99\t54.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n38\tInternal 6X CD-ROM\tInternal 6X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t29.99\t29.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n39\tInternal 8X CD-ROM\tInternal 8X CD-ROM\tCD-ROM\t2032\tCD-ROM\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t34.99\t34.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n40\tO/S Documentation Set - English\tO/S Documentation Set - English\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n41\tO/S Documentation Set - German\tO/S Documentation Set - German\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n42\tO/S Documentation Set - French\tO/S Documentation Set - French\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n43\tO/S Documentation Set - Spanish\tO/S Documentation Set - Spanish\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n44\tO/S Documentation Set - Italian\tO/S Documentation Set - Italian\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n45\tO/S Documentation Set - Kanji\tO/S Documentation Set - Kanji\tDocumentation\t2054\tDocumentation\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t44.99\t44.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n46\tStandard Mouse\tStandard Mouse\tAccessories\t2031\tAccessories\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t22.99\t22.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n47\tDeluxe Mouse\tDeluxe Mouse\tAccessories\t2031\tAccessories\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t28.99\t28.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n48\tKeyboard Wrist Rest\tKeyboard Wrist Rest\tAccessories\t2051\tAccessories\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t11.99\t11.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n113\tCD-R Mini Discs\tCD-R Mini Discs with Jewel Case, 185MB, Pack of 5\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t22.99\t22.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n114\tMusic CD-R\tMusic CD-R with Spindle, 700MB, Pack of 30\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t18.99\t18.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n115\tCD-RW, High Speed, Pack of 10\tCD-RW, High Speed, Pack of 10\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t8.99\t8.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n116\tCD-RW, High Speed Pack of 5\tCD-RW, High Speed 650MB/74 Minutes, Pack of 5\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t11.99\t11.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n117\tCD-R, Professional Grade, Pack of 10\tCD-R, Professional Grade, Pack of 10\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t8.99\t8.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n118\tOraMusic CD-R, Pack of 10\tOraMusic CD-R, Pack of 10\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t7.99\t7.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n119\tCD-R with Jewel Cases, pACK OF 12\tCD-R with Jewel Cases, 700MB/80 Minutes, Pack of 12\tRecordable CDs\t2055\tRecordable CDs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t6.99\t6.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n120\tDVD-R Disc with Jewel Case, 4.7 GB\tDVD-R Disc with Jewel Case, 4.7 GB\tRecordable DVD Discs\t2056\tRecordable DVD Discs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t6.99\t6.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n121\tDVD-RAM Jewel Case, Double-Sided, 9.4G\tDVD-RAM Media, with Jewel Case, Double-Sided, 9.4GB\tRecordable DVD Discs\t2056\tRecordable DVD Discs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t10.99\t10.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n122\tDVD-R Discs, 4.7GB, Pack of 5\tDVD-R Discs, 4.7GB, Pack of 5\tRecordable DVD Discs\t2056\tRecordable DVD Discs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t18.99\t18.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n123\tDVD-R Discs, 4.7GB, Pack of 5\tDVD-R Discs, 4.7GB, Pack of 5\tRecordable DVD Discs\t2056\tRecordable DVD Discs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t49.99\t49.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n124\tDVD-RW Discs, 4.7GB, Pack of 3\tDVD-RW Discs, 4.7GB, Pack of 3\tRecordable DVD Discs\t2056\tRecordable DVD Discs\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t18.99\t18.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n125\t3 1/2\" Bulk diskettes, Box of 50\t3 1/2\" Bulk diskettes, Box of 50\tBulk Pack Diskettes\t2053\tBulk Pack Diskettes\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t15.99\t15.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n126\t3 1/2\" Bulk diskettes, Box of 100\t3 1/2\" Bulk diskettes, Box of 100\tBulk Pack Diskettes\t2053\tBulk Pack Diskettes\tSoftware/Other\t205\tSoftware/Other\t1\tU\tP\t1\tSTATUS\t28.99\t28.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n127\tModel CD13272 Tricolor Ink Cartridge\tModel CD13272 Tricolor Ink Cartridge\tPrinter Supplies\t2036\tPrinter Supplies\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t36.99\t36.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n128\tModel SM26273 Black Ink Cartridge\tModel SM26273 Black Ink Cartridge\tPrinter Supplies\t2036\tPrinter Supplies\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t27.99\t27.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n129\tModel NM500X High Yield Toner Cartridge\tModel NM500X High Yield Toner Cartridge\tPrinter Supplies\t2036\tPrinter Supplies\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t192.99\t192.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n130\tModel A3827H Black Image Cartridge\tModel A3827H Black Image Cartridge\tPrinter Supplies\t2036\tPrinter Supplies\tPeripherals and Accessories\t203\tPeripherals and Accessories\t1\tU\tP\t1\tSTATUS\t89.99\t89.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n131\tModel K3822L Cordless Phone Battery\tModel K3822L Cordless Phone Battery\tCamera Batteries\t2042\tCamera Batteries\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t18.99\t18.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n132\tModel C9827B Cordless Phone Battery\tModel C9827B Cordless Phone Battery\tCamera Batteries\t2042\tCamera Batteries\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t24.99\t24.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n133\tModel K8822S Cordless Phone Battery\tModel K8822S Cordless Phone Battery\tCamera Batteries\t2042\tCamera Batteries\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t30.99\t30.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n134\tModel C93822D Wireless Phone Battery\tModel C93822D Wireless Phone Battery\tCamera Batteries\t2042\tCamera Batteries\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t20.99\t20.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n135\tS27273M Extended Use w/l Phone Batt.\tModel S27273M Extended Use Wireless Phone Battery\tCamera Batteries\t2042\tCamera Batteries\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t49.99\t49.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n136\t64MB Memory Card\t64MB Memory Card\tCamera Media\t2043\tCamera Media\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t32.99\t32.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n137\t128MB Memory Card\t128MB Memory Card\tCamera Media\t2043\tCamera Media\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t52.99\t52.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n138\t256MB Memory Card\t256MB Memory Card\tCamera Media\t2043\tCamera Media\tPhoto\t204\tPhoto\t1\tU\tP\t1\tSTATUS\t69.99\t69.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n139\tBounce\tBounce\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t4\tU\tP\t1\tSTATUS\t19.99\t19.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n140\tEndurance Racing\tEndurance Racing\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t29.99\t29.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n141\tSmash up Boxing\tSmash up Boxing\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t29.99\t29.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n142\tMartial Arts Champions\tMartial Arts Champions\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t19.99\t19.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n143\tComic Book Heroes\tComic Book Heroes\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t19.99\t19.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n144\tFly Fishing\tFly Fishing\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t7.99\t7.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n145\tFinding Fido\tFinding Fido\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t12.99\t12.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n146\tAdventures with Numbers\tAdventures with Numbers\tY Box Games\t2014\tY Box Games\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t11.99\t11.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n147\tExtension Cable\tExtension Cable\tY Box Accessories\t2013\tY Box Accessories\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t7.99\t7.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n148\tXtend Memory\tXtend Memory\tY Box Accessories\t2013\tY Box Accessories\tElectronics\t201\tElectronics\t1\tU\tP\t1\tSTATUS\t20.99\t20.99\tTOTAL\t1\t\t1998-01-01 00:00:00.0\t\tA\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-16T21:41:42+0000","dateStarted":"2017-08-23T20:15:25+0000","dateFinished":"2017-08-23T20:15:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:111"},{"title":"Assemble the Sales Transactional Data in Prepartion for Market Basket Analysis","text":"%sql\nCREATE VIEW sales_trans_cust AS\nSELECT DISTINCT cust_id, prod_name, prod_category\nFROM (SELECT a.cust_id, b.prod_name, b.prod_category\n        FROM sales a, products b\n       WHERE a.prod_id = b.prod_id AND\n             a.cust_id between 100001 AND 104500);","user":"CHBERGER","dateUpdated":"2017-09-05T20:09:36+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504642054826_1086191589","id":"20170905-200734_615136807","result":{"msg":"Updated 0 row(s).","code":"SUCCESS","type":"TEXT"},"dateCreated":"2017-09-05T20:07:34+0000","dateStarted":"2017-09-05T20:09:36+0000","dateFinished":"2017-09-05T20:09:36+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:112"},{"title":"Create an AR Model Settings Table","text":"%sql\nCREATE TABLE ar_sh_sample_settings (\n  setting_name  VARCHAR2(30),\n  setting_value VARCHAR2(4000));","user":"CHBERGER","dateUpdated":"2017-09-05T20:29:06+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","editorHide":true,"title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504642420910_-1681603342","id":"20170905-201340_682545378","result":{"msg":"ORA-00955: name is already used by an existing object\n","code":"ERROR","type":"TEXT"},"dateCreated":"2017-09-05T20:13:40+0000","dateStarted":"2017-09-05T20:15:10+0000","dateFinished":"2017-09-05T20:15:10+0000","status":"ERROR","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:113"},{"title":"Define the AR Model Settings","text":"%plsql\nBEGIN       \n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_min_support,0.1);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_min_confidence,0.1);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_max_rule_length,3);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.odms_item_id_column_name, 'PROD_NAME');\n  COMMIT;\nEND;","user":"CHBERGER","dateUpdated":"2017-09-05T20:28:59+0000","config":{"tableHide":false,"colWidth":12,"editorMode":"ace/mode/plsql","editorHide":true,"title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504642517960_1437910091","id":"20170905-201517_1842909035","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T20:15:17+0000","dateStarted":"2017-09-05T20:15:42+0000","dateFinished":"2017-09-05T20:15:42+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:114"},{"title":"Clean Out Any Previous AR Models for Repeatability","text":"%plsql\n\nBEGIN EXECUTE IMMEDIATE 'DROP TABLE ar_sh_sample_settings';\nEXCEPTION WHEN OTHERS THEN NULL; \nEND;","user":"CHBERGER","dateUpdated":"2017-09-05T20:29:11+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","editorHide":true,"title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504642360989_-2133191282","id":"20170905-201240_2026991903","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T20:12:40+0000","dateStarted":"2017-09-05T20:12:57+0000","dateFinished":"2017-09-05T20:12:57+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:115"},{"title":"Build the Association Rules Model","text":"BEGIN\n  DBMS_DATA_MINING.CREATE_MODEL(\n    model_name          => 'AR_SH_SAMPLE',\n    mining_function     => DBMS_DATA_MINING.ASSOCIATION,\n    data_table_name     => 'sales_trans_cust',\n    case_id_column_name => 'cust_id',\n    settings_table_name => 'ar_sh_sample_settings'\n    );\nEND;","user":"CHBERGER","dateUpdated":"2017-09-05T20:29:22+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1504642640655_-1273466838","id":"20170905-201720_2033940323","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-09-05T20:17:20+0000","dateStarted":"2017-09-05T20:17:44+0000","dateFinished":"2017-09-05T20:17:49+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:116"},{"text":"%sql\nCREATE VIEW sales_trans_cust AS\nSELECT DISTINCT cust_id, prod_name, prod_category\nFROM (SELECT a.cust_id, b.prod_name, b.prod_category\n        FROM sales a, products b\n       WHERE a.prod_id = b.prod_id AND\n             a.cust_id between 100001 AND 104500);","user":"CHBERGER","dateUpdated":"2017-09-03T22:26:26+0000","config":{"lineNumbers":true,"colWidth":12,"editorMode":"ace/mode/osql","graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503354186102_2008482587","id":"20170821-222306_760110983","result":{"msg":"ORA-00955: name is already used by an existing object\n","code":"ERROR","type":"TEXT"},"dateCreated":"2017-08-21T22:23:06+0000","dateStarted":"2017-09-03T22:25:32+0000","dateFinished":"2017-09-03T22:25:32+0000","status":"ERROR","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:117"},{"title":"Compute the Cardinality of Customer id and Product","text":"%sql\n-- Association Rules works best on sparse data i.e. data where the average number of attributes/items associated with a given case is a small percentage of the total \n-- number of possible attributes/items.  This is true of most market basket datasets where an average customer purchases only a small subset of items from a fairly \n-- large inventory in the store.  Compute the cardinality of customer id and product (940, 14)\n\nSELECT COUNT(DISTINCT cust_id) customer_count, COUNT(DISTINCT prod_name) products_count\n  FROM sales_trans_cust;","user":"CHBERGER","dateUpdated":"2017-09-05T20:36:23+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"CUSTOMER_COUNT","index":0,"aggr":"sum"}],"values":[{"name":"PRODUCTS_COUNT","index":1,"aggr":"sum"}],"scatter":{"xAxis":{"name":"CUSTOMER_COUNT","index":0,"aggr":"sum"}},"groups":[],"height":84},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503407955070_1397627821","id":"20170822-131915_351370854","result":{"msg":"CUSTOMER_COUNT\tPRODUCTS_COUNT\n940\t14\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-22T13:19:15+0000","dateStarted":"2017-09-05T20:35:58+0000","dateFinished":"2017-09-05T20:35:58+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:118"},{"title":"Compute the Density of data","text":"%sql\n-- Compute the density of data (21.31)\nSELECT TO_CHAR((100 * ct)/(cc * cp), 99.99) density\n  FROM (SELECT COUNT(DISTINCT cust_id) cc,\n               COUNT(DISTINCT prod_name) cp,\n               COUNT(*) ct\n          FROM sales_trans_cust);","user":"CHBERGER","dateUpdated":"2017-09-05T20:34:20+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":89},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1502923440383_1803101070","id":"20170816-224400_1139546111","result":{"msg":"DENSITY\n 21.31\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-16T22:44:00+0000","dateStarted":"2017-08-23T20:15:25+0000","dateFinished":"2017-08-23T20:15:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:119"},{"title":"Show most common products purchased by everyone","text":"%sql\n-- Common items are candidates for removal during model build, because if a majority of customers have bought those items, the resulting rules do not have much value. \n-- Find out most common items. For example, te query shown below determines that Mouse_Pad is most common (303).  Since the dataset is small, we skip common item removal.\n\n\nSELECT prod_name, count(prod_name) cnt\n  FROM sales_trans_cust\nGROUP BY prod_name\nORDER BY cnt DESC, prod_name DESC;","user":"CHBERGER","dateUpdated":"2017-09-05T20:35:30+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"PROD_NAME","index":0,"aggr":"sum"}],"values":[{"name":"CNT","index":1,"aggr":"sum"}],"scatter":{"yAxis":{"name":"CNT","index":1,"aggr":"sum"},"xAxis":{"name":"PROD_NAME","index":0,"aggr":"sum"}},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503502578399_1495317347","id":"20170823-153618_1900798163","result":{"msg":"PROD_NAME\tCNT\nMouse Pad\t303\nStandard Mouse\t302\nSIMM- 16MB PCMCIAII card\t299\nExtension Cable\t293\n18\" Flat Panel Graphics Monitor\t292\nExternal 8X CD-ROM\t287\nCD-RW, High Speed Pack of 5\t275\nModel SM26273 Black Ink Cartridge\t204\nMultimedia speakers- 3\" cones\t184\nO/S Documentation Set - English\t183\nKeyboard Wrist Rest\t177\nEnvoy Ambassador\t2\nEnvoy 256MB - 40GB\t2\nY Box\t1\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-23T15:36:18+0000","dateStarted":"2017-08-23T20:15:25+0000","dateFinished":"2017-08-23T20:15:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:120"},{"title":"Compute the average number of products purchased per customer","text":"%sql\n-- Compute the average number of products purchased per customer (2.98) out of 11 corresponds to the density we computed earlier.\n\nSELECT TO_CHAR(AVG(cp), 999.99) avg_num_prod\n  FROM (SELECT COUNT(prod_name) cp\n          FROM sales_trans_cust\n        GROUP BY cust_id);","user":"CHBERGER","dateUpdated":"2017-09-05T20:37:03+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"AVG_NUM_PROD","index":0,"aggr":"sum"}],"values":[],"scatter":{"xAxis":{"name":"AVG_NUM_PROD","index":0,"aggr":"sum"}},"groups":[],"height":89},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503502630287_-637853148","id":"20170823-153710_297883832","result":{"msg":"AVG_NUM_PROD\n   2.98\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-23T15:37:10+0000","dateStarted":"2017-08-23T20:15:25+0000","dateFinished":"2017-08-23T20:15:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:121"},{"title":"SAMPLE PROBLEM USING TRANSACTIONAL (pair/triple) INPUT","text":"%plsql\n-- The Oracle Advanced Analytics Oracle Data Mining SQL API accepts data both in relational (2D) form and transactional form for Association Rules.\n--\n-- The transactional input is a two column table of the form:\n-- (transaction_id, item_id)\n-- or a three column table of the form:\n-- (transaction_id, item_id, item_value)\n-- where we use the case_id to represent a transaction_id.\n--\n-- Example of a two column transactional table is:\n-- (transaction_id, item_id)\n-- (1, 1)\n-- (1, 4)\n-- (2, 2)\n-- or\n-- (1, 'apple')\n-- (1, 'pear')\n-- (2, 'banana')\n--\n-- Example of a three column transactional table is:\n-- (transaction_id, item_id, item_value)\n-- (1, 'apple', 2)\n-- (1, 'banana', 4)\n-- (2, 'apple', 1)\n-- (2, 'banana', 2)\n-- or\n-- (1, 'wine', 'red')\n-- (1, 'wine', 'white')\n-- (1, 'cheese', 'swiss')\n-- (2, 'cheese', 'provolone')\n-- which allows you to treat different (item_id, item_val) pairings\n-- for a given transaction essentially as different, unique items.\n--\n\n--------------------------------\n-- PREPARE BUILD (TRAINING) DATA\n--\n-- Data for AR modeling may need binning if it contains numerical data.\n\n-------------------\n-- SPECIFY SETTINGS\n--\n-- Cleanup old settings table for repeat runs\nBEGIN EXECUTE IMMEDIATE 'DROP TABLE ar_sh_sample_settings';\nEXCEPTION WHEN OTHERS THEN NULL; END;","user":"CHBERGER","dateUpdated":"2017-09-05T20:37:45+0000","config":{"lineNumbers":true,"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_1503502706884_-208919421","id":"20170823-153826_23412668","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-08-23T15:38:26+0000","dateStarted":"2017-08-23T20:15:25+0000","dateFinished":"2017-08-23T20:15:26+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:122"},{"title":"Create the AR Model Settings Table","text":"%sql\n-- The default (and only) algorithm for association rules is\n-- Apriori AR. However, we need a settings table \n-- to override the default Min Support, Min Confidence,\n-- and Max items settings.\n-- Add settings for Transaction Input - the presence\n-- of an Item Id column specification indicates to the\n-- API that the input is transactional\n-- \n\nCREATE TABLE ar_sh_sample_settings (\n  setting_name  VARCHAR2(30),\n  setting_value VARCHAR2(4000));","user":"CHBERGER","dateUpdated":"2017-09-05T19:07:14+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":93.15},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503502802933_-941203324","id":"20170823-154002_477321340","result":{"msg":"Updated 0 row(s).","code":"SUCCESS","type":"TEXT"},"dateCreated":"2017-08-23T15:40:02+0000","dateStarted":"2017-09-05T19:07:14+0000","dateFinished":"2017-09-05T19:07:14+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:123"},{"title":"Define the AR Model Settings","text":"%plsql\nBEGIN       \n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_min_support,0.1);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_min_confidence,0.1);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.asso_max_rule_length,3);\n  INSERT INTO ar_sh_sample_settings VALUES\n  (dbms_data_mining.odms_item_id_column_name, 'PROD_NAME');\n  COMMIT;\nEND;","user":"CHBERGER","dateUpdated":"2017-08-23T20:15:24+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503503185557_-714233765","id":"20170823-154625_1488778877","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-08-23T15:46:25+0000","dateStarted":"2017-08-23T20:15:26+0000","dateFinished":"2017-08-23T20:15:26+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:124"},{"title":"Clean out an previous AR Models","text":"%plsql\nBEGIN DBMS_DATA_MINING.DROP_MODEL('AR_SH_SAMPLE');\nEXCEPTION WHEN OTHERS THEN NULL; \nEND;","user":"CHBERGER","dateUpdated":"2017-08-23T20:15:24+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_1503503250673_-1107539086","id":"20170823-154730_1129285806","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-08-23T15:47:30+0000","dateStarted":"2017-08-23T20:15:26+0000","dateFinished":"2017-08-23T20:15:27+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:125"},{"title":"Build AR model with transactional input","text":"%plsql\n-- Build AR model with transactional input\n--\nBEGIN\n  DBMS_DATA_MINING.CREATE_MODEL(\n    model_name          => 'AR_SH_SAMPLE',\n    mining_function     => DBMS_DATA_MINING.ASSOCIATION,\n    data_table_name     => 'sales_trans_cust',\n    case_id_column_name => 'cust_id',\n    settings_table_name => 'ar_sh_sample_settings'\n    );\nEND;","user":"CHBERGER","dateUpdated":"2017-08-23T20:15:24+0000","config":{"colWidth":12,"editorMode":"ace/mode/plsql","title":true,"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503503356870_-906194463","id":"20170823-154916_1099394416","result":{"msg":"<br /><strong><small>PL/SQL procedure successfully completed.</small></strong>","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-08-23T15:49:16+0000","dateStarted":"2017-08-23T20:15:26+0000","dateFinished":"2017-08-23T20:15:30+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:126"},{"title":"Display Model Settings","text":"%sql\n-------------------------\n-- DISPLAY MODEL SETTINGS\n--\n\nSELECT setting_name, setting_value\n  FROM user_mining_model_settings\n WHERE model_name = 'AR_SH_SAMPLE'\nORDER BY setting_name;","user":"CHBERGER","dateUpdated":"2017-09-05T20:38:26+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_1503503379946_1524310312","id":"20170823-154939_438012934","result":{"msg":"SETTING_NAME\tSETTING_VALUE\nASSO_MAX_RULE_LENGTH\t3\nASSO_MIN_CONFIDENCE\t.1\nASSO_MIN_REV_CONFIDENCE\t0\nASSO_MIN_SUPPORT\t.1\nASSO_MIN_SUPPORT_INT\t1\nODMS_ITEM_ID_COLUMN_NAME\tPROD_NAME\nODMS_MISSING_VALUE_TREATMENT\tODMS_MISSING_VALUE_AUTO\nODMS_SAMPLING\tODMS_SAMPLING_DISABLE\nPREP_AUTO\tOFF\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-23T15:49:39+0000","dateStarted":"2017-09-05T20:38:26+0000","dateFinished":"2017-09-05T20:38:26+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:127"},{"text":"%md\n## Let's display the AR Model's content","user":"CHBERGER","dateUpdated":"2017-08-23T20:15:24+0000","config":{"colWidth":12,"editorMode":"ace/mode/markdown","graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503503551766_720648125","id":"20170823-155231_450697380","result":{"msg":"<h2>Let's display the AR Model's content</h2>\n","code":"SUCCESS","type":"HTML"},"dateCreated":"2017-08-23T15:52:31+0000","dateStarted":"2017-08-23T20:15:24+0000","dateFinished":"2017-08-23T20:15:24+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:128"},{"title":"Display Top-10 Frequent Itemsets","text":"%sql\n-- Display Top-10 Frequent Itemsets\n--\n\nSELECT item, support, number_of_items\n  FROM (SELECT I.attribute_subname AS item,\n               F.support,\n               F.number_of_items\n          FROM TABLE(DBMS_DATA_MINING.GET_FREQUENT_ITEMSETS(\n                       'AR_SH_SAMPLE',\n                       10)) F,\n               TABLE(F.items) I\n        ORDER BY number_of_items, support, item);\n","user":"CHBERGER","dateUpdated":"2017-09-05T20:39:14+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_1503503590876_408444912","id":"20170823-155310_645832241","result":{"msg":"ITEM\tSUPPORT\tNUMBER_OF_ITEMS\nO/S Documentation Set - English\t0.19468085106382979\t1\nMultimedia speakers- 3\" cones\t0.19574468085106383\t1\nModel SM26273 Black Ink Cartridge\t0.21702127659574469\t1\nCD-RW, High Speed Pack of 5\t0.29255319148936171\t1\nExternal 8X CD-ROM\t0.30531914893617024\t1\n18\" Flat Panel Graphics Monitor\t0.31063829787234043\t1\nExtension Cable\t0.31170212765957445\t1\nSIMM- 16MB PCMCIAII card\t0.31808510638297871\t1\nStandard Mouse\t0.32127659574468087\t1\nMouse Pad\t0.32234042553191489\t1\n","code":"SUCCESS","type":"TABLE","comment":""},"dateCreated":"2017-08-23T15:53:10+0000","dateStarted":"2017-09-05T20:39:14+0000","dateFinished":"2017-09-05T20:39:14+0000","status":"FINISHED","progressUpdateIntervalMs":500,"commited":true,"$$hashKey":"object:129"},{"title":"Display Top-10 Association Rules","text":"%sql\n-- Display Top-10 Association Rules\n--\n\nSELECT a.attribute_subname antecedent,\n       c.attribute_subname consequent,\n       rule_support supp,\n       rule_confidence conf,\n       row_number() over (partition by rule_id order by a.attribute_subname) piece\n  FROM TABLE(DBMS_DATA_MINING.GET_ASSOCIATION_RULES('AR_SH_SAMPLE', 10)) T,\n       TABLE(T.consequent) C,\n       TABLE(T.antecedent) A\n ORDER BY conf DESC, supp DESC, piece;","user":"CHBERGER","dateUpdated":"2017-09-05T20:39:38+0000","config":{"colWidth":12,"editorMode":"ace/mode/osql","title":true,"graph":{"mode":"table","optionOpen":true,"keys":[{"name":"ANTECEDENT","index":0,"aggr":"sum"}],"values":[{"name":"CONSEQUENT","index":1,"aggr":"sum"}],"scatter":{"yAxis":{"name":"CONSEQUENT","index":1,"aggr":"sum"},"xAxis":{"name":"ANTECEDENT","index":0,"aggr":"sum"}},"groups":[{"name":"CONSEQUENT","index":1,"aggr":"sum"}],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"jobName":"paragraph_1503503609953_207621310","id":"20170823-155329_815460174","result":{"msg":"ANTECEDENT\tCONSEQUENT\tSUPP\tCONF\tPIECE\nExtension Cable\tStandard Mouse\t0.15531914893617021\t0.87425149700598803\t1\nMouse Pad\tStandard Mouse\t0.15531914893617021\t0.87425149700598803\t2\nExtension Cable\tMouse Pad\t0.15531914893617021\t0.85882352941176465\t1\nStandard Mouse\tMouse Pad\t0.15531914893617021\t0.85882352941176465\t2\nMouse Pad\tExtension 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Top-10 Association Rules\n--\n\nSELECT a.attribute_subname antecedent,\n       c.attribute_subname consequent,\n       rule_support supp,\n       rule_confidence conf,\n       row_number() over (partition by rule_id order by a.attribute_subname) piece\n  FROM TABLE(DBMS_DATA_MINING.GET_ASSOCIATION_RULES('AR_SH_SAMPLE', 10)) T,\n       TABLE(T.consequent) C,\n       TABLE(T.antecedent) A\n ORDER BY conf DESC, supp DESC, 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