From 1f61ca1ff4b63107d46b80b576eb074d1df283a3 Mon Sep 17 00:00:00 2001 From: Marcos Arancibia Date: Thu, 2 Mar 2023 09:59:06 -0500 Subject: [PATCH] Adjust Notebook names to reflect 21c and 23c compatibility Adjust Notebook names to reflect 21c and 23c compatibility. Deleting older versions --- ...QL 21c or 23c Anomaly Detection MSET.json} | 0 ...QL 21c or 23c Classification XGBoost.json} | 0 ...ML4SQL 21c or 23c Regression XGBoost.json} | 0 .../OML4SQL DB21c Anomaly Detection MSET.json | 1656 ------------ .../OML4SQL DB21c Classification XGBoost.json | 2325 ----------------- .../sql/OML4SQL DB21c Regression XGBoost.json | 1 - 6 files changed, 3982 deletions(-) rename machine-learning/notebooks/sql/{OML4SQL Anomaly Detection MSET.json => OML4SQL 21c or 23c Anomaly Detection MSET.json} (100%) rename machine-learning/notebooks/sql/{OML4SQL Classification XGBoost.json => OML4SQL 21c or 23c Classification XGBoost.json} (100%) rename machine-learning/notebooks/sql/{OML4SQL Regression XGBoost.json => OML4SQL 21c or 23c Regression XGBoost.json} (100%) delete mode 100644 machine-learning/notebooks/sql/OML4SQL DB21c Anomaly Detection MSET.json delete mode 100644 machine-learning/notebooks/sql/OML4SQL DB21c Classification XGBoost.json delete mode 100644 machine-learning/notebooks/sql/OML4SQL DB21c Regression XGBoost.json diff --git a/machine-learning/notebooks/sql/OML4SQL Anomaly Detection MSET.json b/machine-learning/notebooks/sql/OML4SQL 21c or 23c Anomaly Detection MSET.json similarity index 100% rename from machine-learning/notebooks/sql/OML4SQL Anomaly Detection MSET.json rename to machine-learning/notebooks/sql/OML4SQL 21c or 23c Anomaly Detection MSET.json diff --git a/machine-learning/notebooks/sql/OML4SQL Classification XGBoost.json b/machine-learning/notebooks/sql/OML4SQL 21c or 23c Classification XGBoost.json similarity index 100% rename from machine-learning/notebooks/sql/OML4SQL Classification XGBoost.json rename to machine-learning/notebooks/sql/OML4SQL 21c or 23c Classification XGBoost.json diff --git a/machine-learning/notebooks/sql/OML4SQL Regression XGBoost.json b/machine-learning/notebooks/sql/OML4SQL 21c or 23c Regression XGBoost.json similarity index 100% rename from machine-learning/notebooks/sql/OML4SQL Regression XGBoost.json rename to machine-learning/notebooks/sql/OML4SQL 21c or 23c Regression XGBoost.json diff --git a/machine-learning/notebooks/sql/OML4SQL DB21c Anomaly Detection MSET.json b/machine-learning/notebooks/sql/OML4SQL DB21c Anomaly Detection MSET.json deleted file mode 100644 index a8fe0161..00000000 --- a/machine-learning/notebooks/sql/OML4SQL DB21c Anomaly Detection MSET.json +++ /dev/null @@ -1,1656 +0,0 @@ -{ - "paragraphs": [ - { - "text": "%md\n# Oracle Machine Learning MSET-SPRT Algorithm\n\n### The Multivariate State Estimation Technique-Sequential Probability Ratio Test (MSET-SPRT) algorithm is a nonlinear, nonparametric anomaly detection technique for monitoring critical processes.\n\nThe DBMS_DATA_MINING.ALGO_MSET_SPRT algorithm detects subtle anomalies while producing minimal false alarms. It calibrates expected behavior from available, historical data of the normal operational sequence of monitored signals. It incorporates the learned behavior of the system into a persistent MSET-SPRT model. You can apply the model to new records to detect anomalous behavior.\n\nMSET is a nonlinear, nonparametric anomaly detection machine learning technique that calibrates the expected behavior of a system based on historical data from the normal operational sequence of monitored signals. It incorporates the learned behavior of a system into a persistent model that represents the normal estimated behavior. You can deploy the model to evaluate a subsequent stream of live signal vectors using OML4SQL scoring functions. To form a hypothesis as to the overall health of the system, these functions calculate the difference between the estimated and the actual signal values (residuals) and use SPRT calculations to determine whether any of the signals have become degraded.\n\nTo build a good model, MSET requires sufficient historical data that adequately captures all normal modes of behavior of the system. Incomplete data results in false alerts when the system enters a mode of operation that was poorly represented in the historical data. MSET assumes that the characteristics of the data being monitored do not change over time. Once deployed, MSET is a stationary model and does not evolve as it monitors a data stream.\n\nBoth MSET and SPRT operate on continuous time-ordered sensor data. If the raw data stream needs to be pre-processed or sampled, you must do that before you pass the data to the MSET-SPRT model.\n\nThe ALGO_MSET_SPRT algorithm is designated as a classification machine learning function. It generates a model in which each data row is labeled as either normal or anomalous. For anomalous predictions, the prediction details provide a list of the sensors that show the anomaly and a weight.\n\nWhen creating an MSET-SPRT model with the DBMS_DATA_MINING.CREATE_MODEL function, use the case_id argument to provide a unique row identifier for the time-ordered data that the algorithm requires. The build is then able to sort the training data and create windows for sampling and variance estimation. If you do not provide a case_id, then an exception occurs.\n\nMSET-SPRT supports only numeric data. An exception occurs if other column types are in the build data.\n\nWhen the number of sensors is very high, MSET-SPRT leverages random projections to improve the scalability and robustness of the algorithm. Random projections is a technique that reduces dimensionality while preserving pairwise distances. By randomly projecting the sensor data, the problem is solved in a distance-preserving, lower-dimension space. The MSET hypothesis testing approach is applied on the projected data where each random projection can be viewed as a Monte Carlo simulation of system health. The overall probability of an anomaly follows a binomial distribution with the number of projections as the number of trials and the number of alerting projections as the number of successes.\n\n\nCopyright (c) 2021 Oracle Corporation \n###### [The Universal Permissive License (UPL), Version 1.0](https://oss.oracle.com/licenses/upl/)\n---", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:46:46+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "title": false, - "results": {}, - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "keys": [], - "values": [], - "groups": [], - "scatter": {} - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch1\u003eOracle Machine Learning MSET-SPRT Algorithm\u003c/h1\u003e\n\u003ch3\u003eThe Multivariate State Estimation Technique-Sequential Probability Ratio Test (MSET-SPRT) algorithm is a nonlinear, nonparametric anomaly detection technique for monitoring critical processes.\u003c/h3\u003e\n\u003cp\u003eThe DBMS_DATA_MINING.ALGO_MSET_SPRT algorithm detects subtle anomalies while producing minimal false alarms. It calibrates expected behavior from available, historical data of the normal operational sequence of monitored signals. It incorporates the learned behavior of the system into a persistent MSET-SPRT model. You can apply the model to new records to detect anomalous behavior.\u003c/p\u003e\n\u003cp\u003eMSET is a nonlinear, nonparametric anomaly detection machine learning technique that calibrates the expected behavior of a system based on historical data from the normal operational sequence of monitored signals. It incorporates the learned behavior of a system into a persistent model that represents the normal estimated behavior. You can deploy the model to evaluate a subsequent stream of live signal vectors using OML4SQL scoring functions. To form a hypothesis as to the overall health of the system, these functions calculate the difference between the estimated and the actual signal values (residuals) and use SPRT calculations to determine whether any of the signals have become degraded.\u003c/p\u003e\n\u003cp\u003eTo build a good model, MSET requires sufficient historical data that adequately captures all normal modes of behavior of the system. Incomplete data results in false alerts when the system enters a mode of operation that was poorly represented in the historical data. MSET assumes that the characteristics of the data being monitored do not change over time. Once deployed, MSET is a stationary model and does not evolve as it monitors a data stream.\u003c/p\u003e\n\u003cp\u003eBoth MSET and SPRT operate on continuous time-ordered sensor data. If the raw data stream needs to be pre-processed or sampled, you must do that before you pass the data to the MSET-SPRT model.\u003c/p\u003e\n\u003cp\u003eThe ALGO_MSET_SPRT algorithm is designated as a classification machine learning function. It generates a model in which each data row is labeled as either normal or anomalous. For anomalous predictions, the prediction details provide a list of the sensors that show the anomaly and a weight.\u003c/p\u003e\n\u003cp\u003eWhen creating an MSET-SPRT model with the DBMS_DATA_MINING.CREATE_MODEL function, use the case_id argument to provide a unique row identifier for the time-ordered data that the algorithm requires. The build is then able to sort the training data and create windows for sampling and variance estimation. If you do not provide a case_id, then an exception occurs.\u003c/p\u003e\n\u003cp\u003eMSET-SPRT supports only numeric data. An exception occurs if other column types are in the build data.\u003c/p\u003e\n\u003cp\u003eWhen the number of sensors is very high, MSET-SPRT leverages random projections to improve the scalability and robustness of the algorithm. Random projections is a technique that reduces dimensionality while preserving pairwise distances. By randomly projecting the sensor data, the problem is solved in a distance-preserving, lower-dimension space. The MSET hypothesis testing approach is applied on the projected data where each random projection can be viewed as a Monte Carlo simulation of system health. The overall probability of an anomaly follows a binomial distribution with the number of projections as the number of trials and the number of alerting projections as the number of successes.\u003c/p\u003e\n\u003cp\u003eCopyright (c) 2021 Oracle Corporation\u003c/p\u003e\n\u003ch6\u003e\u003ca href\u003d\"https://oss.oracle.com/licenses/upl/\"\u003eThe Universal Permissive License (UPL), Version 1.0\u003c/a\u003e\u003c/h6\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_1806027132", - "id": "20220310-003620_802433111", - "dateCreated": "2021-03-15T16:29:59+0000", - "dateStarted": "2022-03-09T19:46:47+0000", - "dateFinished": "2022-03-09T19:46:48+0000", - "status": "FINISHED" - }, - { - "title": "For more information ...", - "text": "%md\nOracle ADW Documentation \u003chttps://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\u003e\nOML folder on Github \u003chttps://github.com/oracle/oracle-db-examples/tree/master/machine-learning\u003e\nOML web page: \u003chttps://www.oracle.com/machine-learning\u003e\nOML Classification: \u003chttps://www.oracle.com/goto/ml-classification\u003e\nOML MSET-SPRT: \u003chttps://www.oracle.com/goto/ml-mset-sprt\u003e\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:46:48+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003cp\u003eOracle ADW Documentation \u003ca href\u003d\"https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\"\u003ehttps://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\u003c/a\u003e\n\u003cbr /\u003eOML folder on Github \u003ca href\u003d\"https://github.com/oracle/oracle-db-examples/tree/master/machine-learning\"\u003ehttps://github.com/oracle/oracle-db-examples/tree/master/machine-learning\u003c/a\u003e\n\u003cbr /\u003eOML web page: \u003ca href\u003d\"https://www.oracle.com/machine-learning\"\u003ehttps://www.oracle.com/machine-learning\u003c/a\u003e\n\u003cbr /\u003eOML Classification: \u003ca href\u003d\"https://www.oracle.com/goto/ml-classification\"\u003ehttps://www.oracle.com/goto/ml-classification\u003c/a\u003e\n\u003cbr /\u003eOML MSET-SPRT: \u003ca href\u003d\"https://www.oracle.com/goto/ml-mset-sprt\"\u003ehttps://www.oracle.com/goto/ml-mset-sprt\u003c/a\u003e\u003c/p\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-959935619", - "id": "20220310-003620_73646793", - "dateCreated": "2021-08-23T19:55:37+0000", - "dateStarted": "2022-03-09T19:46:49+0000", - "dateFinished": "2022-03-09T19:46:49+0000", - "status": "FINISHED" - }, - { - "text": "%md\n## MSET-SPRT algorithm for multi-variate time-series anomaly detection\n\n### SAMPLE PROBLEM\nGiven the two-variate time series data, the daily sold quantity and amount from January 1, 1998 to December 31, 1999, predict the anomalies of sold data from January 1, 2000 to December 31 2001.\n\n### DATA SETUP\nThe data for this sample is from SH Schema, specifically, subtables of sh.sales.\nTwo views are created based on sh.sales:\n-- mset_build_sh_data (build data)\n-- mset_test_sh_data (test data)\n\n---", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:46:49+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch2\u003eMSET-SPRT algorithm for multi-variate time-series anomaly detection\u003c/h2\u003e\n\u003ch3\u003eSAMPLE PROBLEM\u003c/h3\u003e\n\u003cp\u003eGiven the two-variate time series data, the daily sold quantity and amount from January 1, 1998 to December 31, 1999, predict the anomalies of sold data from January 1, 2000 to December 31 2001.\u003c/p\u003e\n\u003ch3\u003eDATA SETUP\u003c/h3\u003e\n\u003cp\u003eThe data for this sample is from SH Schema, specifically, subtables of sh.sales.\n\u003cbr /\u003eTwo views are created based on sh.sales:\n\u003cbr /\u003e\u0026ndash; mset_build_sh_data (build data)\n\u003cbr /\u003e\u0026ndash; mset_test_sh_data (test data)\u003c/p\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-1972672932", - "id": "20220310-003620_942065373", - "dateCreated": "2021-03-15T17:11:57+0000", - "dateStarted": "2022-03-09T19:46:49+0000", - "dateFinished": "2022-03-09T19:46:49+0000", - "status": "FINISHED" - }, - { - "title": "Initial Cleanup", - "text": "%script\n\n-- Cleanup old settings table\nBEGIN EXECUTE IMMEDIATE \u0027DROP TABLE mset_sh_settings\u0027;\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\n\n-- Cleanup old model with the same name\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027MSET_SH_MODEL\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:46:49+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-680671453", - "id": "20220310-003620_1108455450", - "dateCreated": "2021-03-15T16:32:33+0000", - "dateStarted": "2022-03-09T19:46:50+0000", - "dateFinished": "2022-03-09T19:47:01+0000", - "status": "FINISHED" - }, - { - "title": "Create TRAIN data View (mset_build_sh_data)", - "text": "%sql\n\n-- Create training multivariate time series data from year 1998 and 1999\nCREATE OR replace VIEW mset_build_sh_data \n AS SELECT time_id, sum(quantity_sold) quantity, \n sum(amount_sold) amount from (SELECT * FROM sh.sales WHERE \n time_id \u003c\u003d \u002730-DEC-99\u0027) GROUP BY time_id ORDER BY time_id;\n ", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:01+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-532793472", - "id": "20220310-003620_1284095647", - "dateCreated": "2021-03-15T17:19:49+0000", - "dateStarted": "2022-03-09T19:47:02+0000", - "dateFinished": "2022-03-09T19:47:02+0000", - "status": "FINISHED" - }, - { - "title": "Create TEST data View (mset_test_sh_data)", - "text": "%sql\n\n-- Create testing multivariate time series data from year 2000-2001 \nCREATE OR replace VIEW mset_test_sh_data \n AS SELECT time_id, sum(quantity_sold) quantity, sum(amount_sold) \n amount FROM (SELECT * FROM sh.sales WHERE time_id \u003e \u002730-DEC-99\u0027) \n GROUP BY time_id ORDER BY time_id; \n \n ", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:02+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-401394306", - "id": "20220310-003620_1457932365", - "dateCreated": "2021-03-15T17:20:37+0000", - "dateStarted": "2022-03-09T19:47:02+0000", - "dateFinished": "2022-03-09T19:47:02+0000", - "status": "FINISHED" - }, - { - "text": "%md\n### Visualize the data\n---\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:02+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch3\u003eVisualize the data\u003c/h3\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_489102943", - "id": "20220310-003620_1492679778", - "dateCreated": "2021-03-15T18:05:11+0000", - "dateStarted": "2022-03-09T19:47:03+0000", - "dateFinished": "2022-03-09T19:47:03+0000", - "status": "FINISHED" - }, - { - "title": "TRAIN QUANTITY data from 1998-1999", - "text": "%sql\n\nselect QUANTITY, TIME_ID from mset_build_sh_data\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:03+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "text", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/text", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "lineChart", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "TIME_ID": "string", - "QUANTITY": "string", - "AMOUNT": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better 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00:00:00\n14632.89\t1998-04-24 00:00:00\n21677.3\t1998-04-25 00:00:00\n213986.56\t1998-04-26 00:00:00\n86039.97\t1998-04-27 00:00:00\n26093.72\t1998-04-28 00:00:00\n17584.96\t1998-04-29 00:00:00\n99296.19\t1998-04-30 00:00:00\n11996.05\t1998-05-01 00:00:00\n25852.07\t1998-05-02 00:00:00\n27383.99\t1998-05-03 00:00:00\n29042.55\t1998-05-04 00:00:00\n161547.57\t1998-05-05 00:00:00\n3955.39\t1998-05-06 00:00:00\n65427.09\t1998-05-07 00:00:00\n13080.32\t1998-05-08 00:00:00\n20185.82\t1998-05-09 00:00:00\n154229.8\t1998-05-10 00:00:00\n22814.47\t1998-05-11 00:00:00\n18203.89\t1998-05-12 00:00:00\n35072.87\t1998-05-13 00:00:00\n78333.47\t1998-05-14 00:00:00\n29469.62\t1998-05-15 00:00:00\n95654.01\t1998-05-16 00:00:00\n108922.2\t1998-05-17 00:00:00\n29570.11\t1998-05-18 00:00:00\n23742.88\t1998-05-19 00:00:00\n157036.6\t1998-05-20 00:00:00\n132652.85\t1998-05-21 00:00:00\n15297.72\t1998-05-22 00:00:00\n105449.52\t1998-05-23 00:00:00\n28240.57\t1998-05-24 00:00:00\n71027.41\t1998-05-25 00:00:00\n44584.99\t1998-05-26 00:00:00\n106440.66\t1998-05-27 00:00:00\n29699.19\t1998-05-28 00:00:00\n10633.88\t1998-05-29 00:00:00\n40809.3\t1998-05-30 00:00:00\n51930.37\t1998-05-31 00:00:00\n16687.92\t1998-06-01 00:00:00\n28520.68\t1998-06-02 00:00:00\n47312.38\t1998-06-03 00:00:00\n47990.55\t1998-06-04 00:00:00\n245971.38\t1998-06-05 00:00:00\n14928.16\t1998-06-06 00:00:00\n32751.36\t1998-06-07 00:00:00\n32863.62\t1998-06-08 00:00:00\n26387.2\t1998-06-09 00:00:00\n112761.67\t1998-06-10 00:00:00\n20816.48\t1998-06-11 00:00:00\n8913.29\t1998-06-12 00:00:00\n34682.77\t1998-06-13 00:00:00\n56467.55\t1998-06-14 00:00:00\n19376.1\t1998-06-15 00:00:00\n124266.15\t1998-06-16 00:00:00\n112243.99\t1998-06-17 00:00:00\n16566.25\t1998-06-18 00:00:00\n16697.41\t1998-06-19 00:00:00\n164508.06\t1998-06-20 00:00:00\n108089.95\t1998-06-21 00:00:00\n38127.32\t1998-06-22 00:00:00\n124522.14\t1998-06-23 00:00:00\n10356.98\t1998-06-24 00:00:00\n21799.93\t1998-06-25 00:00:00\n205025.12\t1998-06-26 00:00:00\n86132.91\t1998-06-27 00:00:00\n32755.92\t1998-06-28 00:00:00\n21131.38\t1998-06-29 00:00:00\n41073.99\t1998-06-30 00:00:00\n16722.24\t1998-07-01 00:00:00\n34402.58\t1998-07-02 00:00:00\n41614.25\t1998-07-03 00:00:00\n32302.64\t1998-07-04 00:00:00\n109625.32\t1998-07-05 00:00:00\n2050.98\t1998-07-06 00:00:00\n72474.7\t1998-07-07 00:00:00\n31333.1\t1998-07-08 00:00:00\n15242.39\t1998-07-09 00:00:00\n172897.55\t1998-07-10 00:00:00\n25265.2\t1998-07-11 00:00:00\n15488.19\t1998-07-12 00:00:00\n67616.26\t1998-07-13 00:00:00\n65248.62\t1998-07-14 00:00:00\n22828.89\t1998-07-15 00:00:00\n72605.66\t1998-07-16 00:00:00\n133646.55\t1998-07-17 00:00:00\n63859.53\t1998-07-18 00:00:00\n45111.67\t1998-07-19 00:00:00\n169575.97\t1998-07-20 00:00:00\n154040.77\t1998-07-21 00:00:00\n15586.98\t1998-07-22 00:00:00\n61475.16\t1998-07-23 00:00:00\n58360.5\t1998-07-24 00:00:00\n87427.99\t1998-07-25 00:00:00\n44588.81\t1998-07-26 00:00:00\n99494.1\t1998-07-27 00:00:00\n73843.05\t1998-07-28 00:00:00\n16518.56\t1998-07-29 00:00:00\n100465.5\t1998-07-30 00:00:00\n10568.57\t1998-07-31 00:00:00\n7378.6\t1998-08-01 00:00:00\n28467.75\t1998-08-02 00:00:00\n60644.16\t1998-08-03 00:00:00\n38839.76\t1998-08-04 00:00:00\n97468.27\t1998-08-05 00:00:00\n2550.92\t1998-08-06 00:00:00\n65835.15\t1998-08-07 00:00:00\n30587.71\t1998-08-08 00:00:00\n18717.01\t1998-08-09 00:00:00\n167948.64\t1998-08-10 00:00:00\n29675.18\t1998-08-11 00:00:00\n18000.8\t1998-08-12 00:00:00\n66180.64\t1998-08-13 00:00:00\n71579.48\t1998-08-14 00:00:00\n27761.62\t1998-08-15 00:00:00\n81713.1\t1998-08-16 00:00:00\n151449\t1998-08-17 00:00:00\n67214.96\t1998-08-18 00:00:00\n47766.87\t1998-08-19 00:00:00\n178556.8\t1998-08-20 00:00:00\n189687.29\t1998-08-21 00:00:00\n17046.28\t1998-08-22 00:00:00\n82011.3\t1998-08-23 00:00:00\n57304.96\t1998-08-24 00:00:00\n87527.76\t1998-08-25 00:00:00\n39705.91\t1998-08-26 00:00:00\n94653.59\t1998-08-27 00:00:00\n71791.27\t1998-08-28 00:00:00\n11399.89\t1998-08-29 00:00:00\n23569.52\t1998-08-30 00:00:00\n39498.44\t1998-08-31 00:00:00\n30335.44\t1998-09-01 00:00:00\n42840.94\t1998-09-02 00:00:00\n51799.39\t1998-09-03 00:00:00\n38879.52\t1998-09-04 00:00:00\n163244.05\t1998-09-05 00:00:00\n19680.52\t1998-09-06 00:00:00\n63049.41\t1998-09-07 00:00:00\n19085.89\t1998-09-08 00:00:00\n32424.89\t1998-09-09 00:00:00\n133727.28\t1998-09-10 00:00:00\n27008.09\t1998-09-11 00:00:00\n38135.09\t1998-09-12 00:00:00\n34387.77\t1998-09-13 00:00:00\n105767.88\t1998-09-14 00:00:00\n35398.53\t1998-09-15 00:00:00\n141615.73\t1998-09-16 00:00:00\n115628.16\t1998-09-17 00:00:00\n18378.8\t1998-09-18 00:00:00\n63590.63\t1998-09-19 00:00:00\n251239.08\t1998-09-20 00:00:00\n176540.13\t1998-09-21 00:00:00\n41064.17\t1998-09-22 00:00:00\n155061.31\t1998-09-23 00:00:00\n14315.2\t1998-09-24 00:00:00\n24728.33\t1998-09-25 00:00:00\n142644.86\t1998-09-26 00:00:00\n97702.66\t1998-09-27 00:00:00\n44797.17\t1998-09-28 00:00:00\n28117.97\t1998-09-29 00:00:00\n15819.3\t1998-09-30 00:00:00\n6994.47\t1998-10-01 00:00:00\n29935.27\t1998-10-02 00:00:00\n60108.63\t1998-10-03 00:00:00\n41288.51\t1998-10-04 00:00:00\n87672.03\t1998-10-05 00:00:00\n3853.13\t1998-10-06 00:00:00\n44565.42\t1998-10-07 00:00:00\n25579.69\t1998-10-08 00:00:00\n18299.91\t1998-10-09 00:00:00\n179364.17\t1998-10-10 00:00:00\n28157.8\t1998-10-11 00:00:00\n22242.74\t1998-10-12 00:00:00\n57482.43\t1998-10-13 00:00:00\n110980.4\t1998-10-14 00:00:00\n30011.12\t1998-10-15 00:00:00\n81223.52\t1998-10-16 00:00:00\n158634.21\t1998-10-17 00:00:00\n77556.88\t1998-10-18 00:00:00\n84685.55\t1998-10-19 00:00:00\n190446.42\t1998-10-20 00:00:00\n227484.22\t1998-10-21 00:00:00\n20438.98\t1998-10-22 00:00:00\n70924.8\t1998-10-23 00:00:00\n68274.02\t1998-10-24 00:00:00\n106291.3\t1998-10-25 00:00:00\n45886.96\t1998-10-26 00:00:00\n114987.98\t1998-10-27 00:00:00\n98790.92\t1998-10-28 00:00:00\n13676.79\t1998-10-29 00:00:00\n25631.93\t1998-10-30 00:00:00\n104994.33\t1998-10-31 00:00:00\n21189.3\t1998-11-01 00:00:00\n19511.81\t1998-11-02 00:00:00\n70979.61\t1998-11-03 00:00:00\n29820.69\t1998-11-04 00:00:00\n137086.15\t1998-11-05 00:00:00\n19063.47\t1998-11-06 00:00:00\n42697.78\t1998-11-07 00:00:00\n16685.21\t1998-11-08 00:00:00\n23884.48\t1998-11-09 00:00:00\n136865.53\t1998-11-10 00:00:00\n18541.17\t1998-11-11 00:00:00\n23310.4\t1998-11-12 00:00:00\n25723.61\t1998-11-13 00:00:00\n66890.2\t1998-11-14 00:00:00\n25648.75\t1998-11-15 00:00:00\n116166.54\t1998-11-16 00:00:00\n102586.2\t1998-11-17 00:00:00\n11690.94\t1998-11-18 00:00:00\n50633.85\t1998-11-19 00:00:00\n239815.78\t1998-11-20 00:00:00\n182480.44\t1998-11-21 00:00:00\n34956.74\t1998-11-22 00:00:00\n117530.49\t1998-11-23 00:00:00\n8187.54\t1998-11-24 00:00:00\n24268.16\t1998-11-25 00:00:00\n152560.55\t1998-11-26 00:00:00\n101498.51\t1998-11-27 00:00:00\n43358.89\t1998-11-28 00:00:00\n29772.93\t1998-11-29 00:00:00\n66258.5\t1998-11-30 00:00:00\n5554.06\t1998-12-01 00:00:00\n23818.74\t1998-12-02 00:00:00\n24020.26\t1998-12-03 00:00:00\n34443.7\t1998-12-04 00:00:00\n65767.16\t1998-12-05 00:00:00\n3205.63\t1998-12-06 00:00:00\n49670.66\t1998-12-07 00:00:00\n14988.63\t1998-12-08 00:00:00\n9087.65\t1998-12-09 00:00:00\n113359.8\t1998-12-10 00:00:00\n18273.26\t1998-12-11 00:00:00\n14191.45\t1998-12-12 00:00:00\n43063.37\t1998-12-13 00:00:00\n31900.61\t1998-12-14 00:00:00\n22264.54\t1998-12-15 00:00:00\n54722.71\t1998-12-16 00:00:00\n90229.66\t1998-12-17 00:00:00\n38034.76\t1998-12-18 00:00:00\n43915.31\t1998-12-19 00:00:00\n113349.22\t1998-12-20 00:00:00\n146521.97\t1998-12-21 00:00:00\n105209.19\t1998-12-22 00:00:00\n40602.61\t1998-12-23 00:00:00\n99660.24\t1998-12-24 00:00:00\n78910.94\t1998-12-25 00:00:00\n39077.32\t1998-12-26 00:00:00\n65161.69\t1998-12-27 00:00:00\n101412.74\t1998-12-28 00:00:00\n65673.06\t1998-12-29 00:00:00\n78103.41\t1998-12-30 00:00:00\n107090.61\t1998-12-31 00:00:00\n5561.92\t1999-01-01 00:00:00\n11555.55\t1999-01-02 00:00:00\n12867.65\t1999-01-03 00:00:00\n18612.62\t1999-01-04 00:00:00\n9025.09\t1999-01-05 00:00:00\n5613.88\t1999-01-06 00:00:00\n65427.47\t1999-01-07 00:00:00\n22668.1\t1999-01-08 00:00:00\n14095.63\t1999-01-09 00:00:00\n246413.63\t1999-01-10 00:00:00\n16415.93\t1999-01-11 00:00:00\n21642.11\t1999-01-12 00:00:00\n64963.31\t1999-01-13 00:00:00\n74365.9\t1999-01-14 00:00:00\n25210.92\t1999-01-15 00:00:00\n76674.23\t1999-01-16 00:00:00\n96432.69\t1999-01-17 00:00:00\n58412.32\t1999-01-18 00:00:00\n23993.01\t1999-01-19 00:00:00\n221249.58\t1999-01-20 00:00:00\n178747.55\t1999-01-21 00:00:00\n23427.36\t1999-01-22 00:00:00\n81688.35\t1999-01-23 00:00:00\n47177.33\t1999-01-24 00:00:00\n103324.91\t1999-01-25 00:00:00\n28883.46\t1999-01-26 00:00:00\n42223.31\t1999-01-27 00:00:00\n53755.79\t1999-01-28 00:00:00\n36530.11\t1999-01-29 00:00:00\n327679.41\t1999-01-30 00:00:00\n62800.64\t1999-01-31 00:00:00\n11406.48\t1999-02-01 00:00:00\n29445.26\t1999-02-02 00:00:00\n60835.79\t1999-02-03 00:00:00\n40568.09\t1999-02-04 00:00:00\n52595.59\t1999-02-05 00:00:00\n2571.4\t1999-02-06 00:00:00\n74136.72\t1999-02-07 00:00:00\n54040.11\t1999-02-08 00:00:00\n20106.83\t1999-02-09 00:00:00\n151636.98\t1999-02-10 00:00:00\n12209.69\t1999-02-11 00:00:00\n29910.76\t1999-02-12 00:00:00\n83550.9\t1999-02-13 00:00:00\n56629.88\t1999-02-14 00:00:00\n69100.8\t1999-02-15 00:00:00\n73484.65\t1999-02-16 00:00:00\n194978.52\t1999-02-17 00:00:00\n31588.15\t1999-02-18 00:00:00\n37544.07\t1999-02-19 00:00:00\n115009\t1999-02-20 00:00:00\n369570.6\t1999-02-21 00:00:00\n61214.83\t1999-02-22 00:00:00\n60202.25\t1999-02-23 00:00:00\n46915.17\t1999-02-24 00:00:00\n386915.94\t1999-02-25 00:00:00\n90033.32\t1999-02-26 00:00:00\n75611.54\t1999-02-27 00:00:00\n65815.94\t1999-02-28 00:00:00\n13240.75\t1999-03-01 00:00:00\n23578.16\t1999-03-02 00:00:00\n27169.57\t1999-03-03 00:00:00\n23654.12\t1999-03-04 00:00:00\n5281.25\t1999-03-05 00:00:00\n2874.08\t1999-03-06 00:00:00\n75559\t1999-03-07 00:00:00\n27957.98\t1999-03-08 00:00:00\n15859.52\t1999-03-09 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00:00:00\n82745.96\t1999-12-23 00:00:00\n102956.68\t1999-12-24 00:00:00\n63107.46\t1999-12-25 00:00:00\n95122.51\t1999-12-26 00:00:00\n65870.25\t1999-12-27 00:00:00\n113910.65\t1999-12-28 00:00:00\n10251.59\t1999-12-29 00:00:00\n106554.35\t1999-12-30 00:00:00\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_556735536", - "id": "20220310-003620_383430442", - "dateCreated": "2021-03-15T18:11:50+0000", - "dateStarted": "2022-03-09T19:47:04+0000", - "dateFinished": "2022-03-09T19:47:04+0000", - "status": "FINISHED" - }, - { - "title": "TEST QUANTITY data from 2000-2001", - "text": "%sql\n\nselect QUANTITY, TIME_ID from mset_test_sh_data\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:04+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - 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00:00:00\n246\t2000-10-08 00:00:00\n829\t2000-10-09 00:00:00\n567\t2000-10-10 00:00:00\n507\t2000-10-11 00:00:00\n573\t2000-10-12 00:00:00\n283\t2000-10-13 00:00:00\n649\t2000-10-14 00:00:00\n553\t2000-10-15 00:00:00\n648\t2000-10-16 00:00:00\n692\t2000-10-17 00:00:00\n535\t2000-10-18 00:00:00\n1040\t2000-10-19 00:00:00\n340\t2000-10-20 00:00:00\n146\t2000-10-21 00:00:00\n900\t2000-10-22 00:00:00\n1672\t2000-10-23 00:00:00\n330\t2000-10-24 00:00:00\n104\t2000-10-25 00:00:00\n877\t2000-10-26 00:00:00\n2062\t2000-10-27 00:00:00\n322\t2000-10-28 00:00:00\n193\t2000-10-29 00:00:00\n1324\t2000-10-30 00:00:00\n1914\t2000-10-31 00:00:00\n335\t2000-11-01 00:00:00\n566\t2000-11-02 00:00:00\n682\t2000-11-03 00:00:00\n194\t2000-11-04 00:00:00\n795\t2000-11-05 00:00:00\n1032\t2000-11-06 00:00:00\n116\t2000-11-07 00:00:00\n663\t2000-11-08 00:00:00\n538\t2000-11-09 00:00:00\n485\t2000-11-10 00:00:00\n985\t2000-11-11 00:00:00\n153\t2000-11-12 00:00:00\n744\t2000-11-13 00:00:00\n425\t2000-11-14 00:00:00\n1163\t2000-11-15 00:00:00\n1932\t2000-11-16 00:00:00\n456\t2000-11-17 00:00:00\n1998\t2000-11-18 00:00:00\n165\t2000-11-19 00:00:00\n281\t2000-11-20 00:00:00\n91\t2000-11-21 00:00:00\n1825\t2000-11-22 00:00:00\n349\t2000-11-23 00:00:00\n208\t2000-11-24 00:00:00\n697\t2000-11-25 00:00:00\n1542\t2000-11-26 00:00:00\n365\t2000-11-27 00:00:00\n554\t2000-11-28 00:00:00\n209\t2000-11-29 00:00:00\n161\t2000-11-30 00:00:00\n478\t2000-12-01 00:00:00\n160\t2000-12-02 00:00:00\n622\t2000-12-03 00:00:00\n565\t2000-12-04 00:00:00\n132\t2000-12-05 00:00:00\n632\t2000-12-06 00:00:00\n370\t2000-12-07 00:00:00\n145\t2000-12-08 00:00:00\n504\t2000-12-09 00:00:00\n368\t2000-12-10 00:00:00\n327\t2000-12-11 00:00:00\n359\t2000-12-12 00:00:00\n197\t2000-12-13 00:00:00\n531\t2000-12-14 00:00:00\n405\t2000-12-15 00:00:00\n448\t2000-12-16 00:00:00\n1319\t2000-12-17 00:00:00\n477\t2000-12-18 00:00:00\n754\t2000-12-19 00:00:00\n292\t2000-12-20 00:00:00\n86\t2000-12-21 00:00:00\n654\t2000-12-22 00:00:00\n1291\t2000-12-23 00:00:00\n310\t2000-12-24 00:00:00\n55\t2000-12-25 00:00:00\n520\t2000-12-26 00:00:00\n1095\t2000-12-27 00:00:00\n204\t2000-12-28 00:00:00\n734\t2000-12-29 00:00:00\n329\t2000-12-30 00:00:00\n370\t2000-12-31 00:00:00\n766\t2001-01-01 00:00:00\n88\t2001-01-02 00:00:00\n534\t2001-01-03 00:00:00\n744\t2001-01-04 00:00:00\n183\t2001-01-05 00:00:00\n767\t2001-01-06 00:00:00\n719\t2001-01-07 00:00:00\n197\t2001-01-08 00:00:00\n915\t2001-01-09 00:00:00\n457\t2001-01-10 00:00:00\n447\t2001-01-11 00:00:00\n441\t2001-01-12 00:00:00\n146\t2001-01-13 00:00:00\n787\t2001-01-14 00:00:00\n428\t2001-01-15 00:00:00\n851\t2001-01-16 00:00:00\n875\t2001-01-17 00:00:00\n491\t2001-01-18 00:00:00\n993\t2001-01-19 00:00:00\n520\t2001-01-20 00:00:00\n224\t2001-01-21 00:00:00\n684\t2001-01-22 00:00:00\n2127\t2001-01-23 00:00:00\n413\t2001-01-24 00:00:00\n138\t2001-01-25 00:00:00\n658\t2001-01-26 00:00:00\n2270\t2001-01-27 00:00:00\n350\t2001-01-28 00:00:00\n1106\t2001-01-29 00:00:00\n962\t2001-01-30 00:00:00\n458\t2001-01-31 00:00:00\n711\t2001-02-01 00:00:00\n704\t2001-02-02 00:00:00\n264\t2001-02-03 00:00:00\n739\t2001-02-04 00:00:00\n596\t2001-02-05 00:00:00\n220\t2001-02-06 00:00:00\n665\t2001-02-07 00:00:00\n424\t2001-02-08 00:00:00\n522\t2001-02-09 00:00:00\n604\t2001-02-10 00:00:00\n441\t2001-02-11 00:00:00\n355\t2001-02-12 00:00:00\n701\t2001-02-13 00:00:00\n1039\t2001-02-14 00:00:00\n1784\t2001-02-15 00:00:00\n602\t2001-02-16 00:00:00\n1635\t2001-02-17 00:00:00\n1200\t2001-02-18 00:00:00\n231\t2001-02-19 00:00:00\n565\t2001-02-20 00:00:00\n836\t2001-02-21 00:00:00\n386\t2001-02-22 00:00:00\n517\t2001-02-23 00:00:00\n1202\t2001-02-24 00:00:00\n745\t2001-02-25 00:00:00\n261\t2001-02-26 00:00:00\n451\t2001-02-27 00:00:00\n785\t2001-02-28 00:00:00\n823\t2001-03-01 00:00:00\n143\t2001-03-02 00:00:00\n724\t2001-03-03 00:00:00\n810\t2001-03-04 00:00:00\n231\t2001-03-05 00:00:00\n742\t2001-03-06 00:00:00\n653\t2001-03-07 00:00:00\n141\t2001-03-08 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"20220310-003620_1914321308", - "dateCreated": "2021-03-15T18:12:52+0000", - "dateStarted": "2022-03-09T19:47:05+0000", - "dateFinished": "2022-03-09T19:47:05+0000", - "status": "FINISHED" - }, - { - "title": "TEST AMOUNT data from 2000-2001", - "text": "%sql\n\nselect AMOUNT, TIME_ID from mset_test_sh_data\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:05+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "lineChart", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "TIME_ID": "string", - "QUANTITY": "string", - "AMOUNT": "string" - }, - "updated": false - }, - "tableOptionSpecHash": 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"index": 0.0, - "aggr": "sum" - } - ] - }, - "helium": {} - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "AMOUNT\tTIME_ID\n69522.67\t1999-12-31 00:00:00\n1773.74\t2000-01-01 00:00:00\n24778.16\t2000-01-02 00:00:00\n40605.5\t2000-01-03 00:00:00\n29957.97\t2000-01-04 00:00:00\n4760.24\t2000-01-05 00:00:00\n1704.16\t2000-01-06 00:00:00\n69144.65\t2000-01-07 00:00:00\n27957.61\t2000-01-08 00:00:00\n9960.59\t2000-01-09 00:00:00\n220599.08\t2000-01-10 00:00:00\n16820.83\t2000-01-11 00:00:00\n13195.88\t2000-01-12 00:00:00\n60949.6\t2000-01-13 00:00:00\n53145.6\t2000-01-14 00:00:00\n28261.64\t2000-01-15 00:00:00\n60894.15\t2000-01-16 00:00:00\n167538.28\t2000-01-17 00:00:00\n69038.61\t2000-01-18 00:00:00\n20716.12\t2000-01-19 00:00:00\n102289.9\t2000-01-20 00:00:00\n259372.14\t2000-01-21 00:00:00\n8606.74\t2000-01-22 00:00:00\n57443.62\t2000-01-23 00:00:00\n71150.16\t2000-01-24 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00:00:00\n24134.13\t2000-09-05 00:00:00\n27225.41\t2000-09-06 00:00:00\n82244.4\t2000-09-07 00:00:00\n63682.67\t2000-09-08 00:00:00\n27594.49\t2000-09-09 00:00:00\n206911.48\t2000-09-10 00:00:00\n29846.55\t2000-09-11 00:00:00\n52402.39\t2000-09-12 00:00:00\n48003.23\t2000-09-13 00:00:00\n105674.71\t2000-09-14 00:00:00\n35909.05\t2000-09-15 00:00:00\n170342.61\t2000-09-16 00:00:00\n192536.09\t2000-09-17 00:00:00\n56366.62\t2000-09-18 00:00:00\n81719.79\t2000-09-19 00:00:00\n43893.15\t2000-09-20 00:00:00\n76775.44\t2000-09-21 00:00:00\n62806.96\t2000-09-22 00:00:00\n160084.8\t2000-09-23 00:00:00\n15848.21\t2000-09-24 00:00:00\n116165.93\t2000-09-25 00:00:00\n133581.59\t2000-09-26 00:00:00\n16868.78\t2000-09-27 00:00:00\n38753.81\t2000-09-28 00:00:00\n12461.05\t2000-09-29 00:00:00\n126678.43\t2000-09-30 00:00:00\n32201.17\t2000-10-01 00:00:00\n51573.85\t2000-10-02 00:00:00\n37474.17\t2000-10-03 00:00:00\n35233.15\t2000-10-04 00:00:00\n1893.62\t2000-10-05 00:00:00\n22662.22\t2000-10-06 00:00:00\n73173.51\t2000-10-07 00:00:00\n49042.18\t2000-10-08 00:00:00\n31812.5\t2000-10-09 00:00:00\n238479.49\t2000-10-10 00:00:00\n23183.45\t2000-10-11 00:00:00\n24616.04\t2000-10-12 00:00:00\n76515.61\t2000-10-13 00:00:00\n29794.78\t2000-10-14 00:00:00\n32647.32\t2000-10-15 00:00:00\n63256.63\t2000-10-16 00:00:00\n207437.34\t2000-10-17 00:00:00\n13895.57\t2000-10-18 00:00:00\n51892.82\t2000-10-19 00:00:00\n110196.98\t2000-10-20 00:00:00\n17555.96\t2000-10-21 00:00:00\n38283.09\t2000-10-22 00:00:00\n250454.82\t2000-10-23 00:00:00\n11333.3\t2000-10-24 00:00:00\n16580.37\t2000-10-25 00:00:00\n98678.95\t2000-10-26 00:00:00\n62946.65\t2000-10-27 00:00:00\n109158.12\t2000-10-28 00:00:00\n11706.98\t2000-10-29 00:00:00\n272500.47\t2000-10-30 00:00:00\n68431.1\t2000-10-31 00:00:00\n11573.54\t2000-11-01 00:00:00\n30960.73\t2000-11-02 00:00:00\n65021.19\t2000-11-03 00:00:00\n2087.27\t2000-11-04 00:00:00\n30682.13\t2000-11-05 00:00:00\n31395.23\t2000-11-06 00:00:00\n78262.48\t2000-11-07 00:00:00\n65145.63\t2000-11-08 00:00:00\n23519.89\t2000-11-09 00:00:00\n215519.14\t2000-11-10 00:00:00\n34985.15\t2000-11-11 00:00:00\n37829.03\t2000-11-12 00:00:00\n54371.61\t2000-11-13 00:00:00\n99625.19\t2000-11-14 00:00:00\n35185.17\t2000-11-15 00:00:00\n179159.87\t2000-11-16 00:00:00\n219889.46\t2000-11-17 00:00:00\n65611.72\t2000-11-18 00:00:00\n53931.75\t2000-11-19 00:00:00\n54129.38\t2000-11-20 00:00:00\n19197.91\t2000-11-21 00:00:00\n65043.71\t2000-11-22 00:00:00\n152907.91\t2000-11-23 00:00:00\n12024.06\t2000-11-24 00:00:00\n31637.36\t2000-11-25 00:00:00\n161905.86\t2000-11-26 00:00:00\n12405.95\t2000-11-27 00:00:00\n48550.68\t2000-11-28 00:00:00\n12070.08\t2000-11-29 00:00:00\n155714.69\t2000-11-30 00:00:00\n16959.63\t2000-12-01 00:00:00\n55150.26\t2000-12-02 00:00:00\n56471.1\t2000-12-03 00:00:00\n20058.95\t2000-12-04 00:00:00\n1354.56\t2000-12-05 00:00:00\n18405.5\t2000-12-06 00:00:00\n74936.75\t2000-12-07 00:00:00\n38304.6\t2000-12-08 00:00:00\n18041.51\t2000-12-09 00:00:00\n169948.21\t2000-12-10 00:00:00\n68571.49\t2000-12-11 00:00:00\n11980.56\t2000-12-12 00:00:00\n47412.52\t2000-12-13 00:00:00\n172597.85\t2000-12-14 00:00:00\n22318.31\t2000-12-15 00:00:00\n184117.12\t2000-12-16 00:00:00\n218340.81\t2000-12-17 00:00:00\n59668.9\t2000-12-18 00:00:00\n39814.34\t2000-12-19 00:00:00\n96293.9\t2000-12-20 00:00:00\n21140.06\t2000-12-21 00:00:00\n26340.31\t2000-12-22 00:00:00\n238039.41\t2000-12-23 00:00:00\n79747.52\t2000-12-24 00:00:00\n5706.82\t2000-12-25 00:00:00\n71768.38\t2000-12-26 00:00:00\n39438.13\t2000-12-27 00:00:00\n48460.68\t2000-12-28 00:00:00\n25868.91\t2000-12-29 00:00:00\n83618.73\t2000-12-30 00:00:00\n31815.12\t2000-12-31 00:00:00\n27841.3\t2001-01-01 00:00:00\n21523.39\t2001-01-02 00:00:00\n49546.68\t2001-01-03 00:00:00\n41493.7\t2001-01-04 00:00:00\n28001.46\t2001-01-05 00:00:00\n26480.06\t2001-01-06 00:00:00\n56535.57\t2001-01-07 00:00:00\n31978.47\t2001-01-08 00:00:00\n34763.61\t2001-01-09 00:00:00\n117816.95\t2001-01-10 00:00:00\n23242.35\t2001-01-11 00:00:00\n25691.7\t2001-01-12 00:00:00\n37224.54\t2001-01-13 00:00:00\n48667.2\t2001-01-14 00:00:00\n21217.28\t2001-01-15 00:00:00\n128829.92\t2001-01-16 00:00:00\n219511.33\t2001-01-17 00:00:00\n29719.75\t2001-01-18 00:00:00\n61101.56\t2001-01-19 00:00:00\n225159.38\t2001-01-20 00:00:00\n10791.78\t2001-01-21 00:00:00\n30242.26\t2001-01-22 00:00:00\n266153.04\t2001-01-23 00:00:00\n42898.31\t2001-01-24 00:00:00\n18108.73\t2001-01-25 00:00:00\n90830.05\t2001-01-26 00:00:00\n76506.36\t2001-01-27 00:00:00\n94971.51\t2001-01-28 00:00:00\n41547.85\t2001-01-29 00:00:00\n158739.63\t2001-01-30 00:00:00\n26573.41\t2001-01-31 00:00:00\n24305.54\t2001-02-01 00:00:00\n60223.81\t2001-02-02 00:00:00\n96247.98\t2001-02-03 00:00:00\n36062.96\t2001-02-04 00:00:00\n38363.08\t2001-02-05 00:00:00\n4098.26\t2001-02-06 00:00:00\n74678.08\t2001-02-07 00:00:00\n41561.93\t2001-02-08 00:00:00\n16435.33\t2001-02-09 00:00:00\n97227.35\t2001-02-10 00:00:00\n17434.59\t2001-02-11 00:00:00\n13624.27\t2001-02-12 00:00:00\n89926.25\t2001-02-13 00:00:00\n249305.02\t2001-02-14 00:00:00\n64584.21\t2001-02-15 00:00:00\n244009.6\t2001-02-16 00:00:00\n271217.3\t2001-02-17 00:00:00\n39393.14\t2001-02-18 00:00:00\n24113.31\t2001-02-19 00:00:00\n81966.93\t2001-02-20 00:00:00\n62027.48\t2001-02-21 00:00:00\n17102.98\t2001-02-22 00:00:00\n61730.01\t2001-02-23 00:00:00\n83166.37\t2001-02-24 00:00:00\n69733.69\t2001-02-25 00:00:00\n100536.37\t2001-02-26 00:00:00\n18831.25\t2001-02-27 00:00:00\n105217.45\t2001-02-28 00:00:00\n30873.61\t2001-03-01 00:00:00\n57981.36\t2001-03-02 00:00:00\n74760.6\t2001-03-03 00:00:00\n37978.15\t2001-03-04 00:00:00\n23371.52\t2001-03-05 00:00:00\n24724.84\t2001-03-06 00:00:00\n74725.38\t2001-03-07 00:00:00\n21069.21\t2001-03-08 00:00:00\n29418.9\t2001-03-09 00:00:00\n133614.53\t2001-03-10 00:00:00\n16321.34\t2001-03-11 00:00:00\n17780.97\t2001-03-12 00:00:00\n21807.19\t2001-03-13 00:00:00\n159555.87\t2001-03-14 00:00:00\n21894.54\t2001-03-15 00:00:00\n255437.96\t2001-03-16 00:00:00\n157957.5\t2001-03-17 00:00:00\n13811.39\t2001-03-18 00:00:00\n32752.85\t2001-03-19 00:00:00\n260626.64\t2001-03-20 00:00:00\n9142.57\t2001-03-21 00:00:00\n38913.77\t2001-03-22 00:00:00\n310068.05\t2001-03-23 00:00:00\n6569.54\t2001-03-24 00:00:00\n4529.57\t2001-03-25 00:00:00\n131273.27\t2001-03-26 00:00:00\n76370.15\t2001-03-27 00:00:00\n50427.18\t2001-03-28 00:00:00\n11273.16\t2001-03-29 00:00:00\n167812.86\t2001-03-30 00:00:00\n57419.3\t2001-03-31 00:00:00\n10707.43\t2001-04-01 00:00:00\n71014.07\t2001-04-02 00:00:00\n106630.11\t2001-04-03 00:00:00\n16992.71\t2001-04-04 00:00:00\n48740.98\t2001-04-05 00:00:00\n24863.93\t2001-04-06 00:00:00\n39570.81\t2001-04-08 00:00:00\n17614.74\t2001-04-09 00:00:00\n209815.62\t2001-04-10 00:00:00\n36800.69\t2001-04-11 00:00:00\n4010.32\t2001-04-12 00:00:00\n98670.42\t2001-04-13 00:00:00\n32538.06\t2001-04-14 00:00:00\n33425.1\t2001-04-15 00:00:00\n372913.78\t2001-04-16 00:00:00\n199769.81\t2001-04-17 00:00:00\n73907.56\t2001-04-18 00:00:00\n5774.41\t2001-04-19 00:00:00\n211128.55\t2001-04-20 00:00:00\n2267.16\t2001-04-21 00:00:00\n64185.22\t2001-04-22 00:00:00\n101423.52\t2001-04-23 00:00:00\n6145.71\t2001-04-24 00:00:00\n34799.03\t2001-04-25 00:00:00\n329602.06\t2001-04-26 00:00:00\n21855.81\t2001-04-27 00:00:00\n79542.13\t2001-04-28 00:00:00\n9033.45\t2001-04-29 00:00:00\n116214.04\t2001-04-30 00:00:00\n28373.58\t2001-05-01 00:00:00\n64168.14\t2001-05-02 00:00:00\n43104.55\t2001-05-03 00:00:00\n32612.5\t2001-05-04 00:00:00\n18964.78\t2001-05-05 00:00:00\n17156.37\t2001-05-06 00:00:00\n75667.52\t2001-05-07 00:00:00\n10885.04\t2001-05-08 00:00:00\n31359.48\t2001-05-09 00:00:00\n145546.28\t2001-05-10 00:00:00\n15664.68\t2001-05-11 00:00:00\n22288.7\t2001-05-12 00:00:00\n17378.62\t2001-05-13 00:00:00\n162980.26\t2001-05-14 00:00:00\n16363.76\t2001-05-15 00:00:00\n256437.62\t2001-05-16 00:00:00\n177597.73\t2001-05-17 00:00:00\n10065.48\t2001-05-18 00:00:00\n36747.19\t2001-05-19 00:00:00\n257167.02\t2001-05-20 00:00:00\n7489.73\t2001-05-21 00:00:00\n27886.7\t2001-05-22 00:00:00\n232477.74\t2001-05-23 00:00:00\n9052.33\t2001-05-24 00:00:00\n4952.84\t2001-05-25 00:00:00\n98719.74\t2001-05-26 00:00:00\n83810.73\t2001-05-27 00:00:00\n55856.48\t2001-05-28 00:00:00\n6885.89\t2001-05-29 00:00:00\n173367.5\t2001-05-30 00:00:00\n45993.13\t2001-05-31 00:00:00\n10879.26\t2001-06-01 00:00:00\n69294.62\t2001-06-02 00:00:00\n77856.58\t2001-06-03 00:00:00\n18189.51\t2001-06-04 00:00:00\n41470.57\t2001-06-05 00:00:00\n27718.68\t2001-06-06 00:00:00\n9082.92\t2001-06-07 00:00:00\n40307.98\t2001-06-08 00:00:00\n21419.41\t2001-06-09 00:00:00\n197248.31\t2001-06-10 00:00:00\n37519.24\t2001-06-11 00:00:00\n5338.36\t2001-06-12 00:00:00\n106359.99\t2001-06-13 00:00:00\n47108.11\t2001-06-14 00:00:00\n25902.68\t2001-06-15 00:00:00\n286086.51\t2001-06-16 00:00:00\n220528.23\t2001-06-17 00:00:00\n79705.32\t2001-06-18 00:00:00\n6126.78\t2001-06-19 00:00:00\n223955.96\t2001-06-20 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00:00:00\n94175.68\t2001-12-30 00:00:00\n57057.99\t2001-12-31 00:00:00\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_297531789", - "id": "20220310-003620_1771720913", - "dateCreated": "2021-03-15T18:12:58+0000", - "dateStarted": "2022-03-09T19:47:06+0000", - "dateFinished": "2022-03-09T19:47:06+0000", - "status": "FINISHED" - }, - { - "text": "%md\n### Build the MSET Model\n---\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:06+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch3\u003eBuild the MSET Model\u003c/h3\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-1388690427", - "id": "20220310-003620_1253012827", - "dateCreated": "2021-03-15T17:24:39+0000", - "dateStarted": "2022-03-09T19:47:06+0000", - "dateFinished": "2022-03-09T19:47:06+0000", - "status": "FINISHED" - }, - { - "title": "Establish the Settings for the MSET algorithm", - "text": "%script\n\n-- Create setting table \nCREATE TABLE mset_sh_settings(setting_name VARCHAR2(30), \n setting_value VARCHAR2(128));\n-- Populate setting table\nBEGIN\n-- Select MSET-SPRT as the algorithm\n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.algo_name,\n dbms_data_mining.algo_mset_sprt);\n-- Turn on automatic data preparation \n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.prep_auto,\n dbms_data_mining.prep_auto_on);\n-- Set memory vector\n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.mset_memory_vectors, 100);\n-- Set alpha\n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.MSET_ALPHA_PROB, 0.1);\n-- Set alert count\n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.MSET_ALERT_COUNT, 3);\n-- Set alert window\n INSERT INTO mset_sh_settings\n VALUES(dbms_data_mining.MSET_ALERT_WINDOW, 5); \n-- Examples of other possible settings are:\n-- (dbms_data_mining.mset_beta_prob, 0.1)\n-- (dbms_data_mining.mset_adb_height, 0.01)\n-- (dbms_data_mining.mset_std_tolerance, 3)\n-- (dbms_data_mining.mset_heldaside, 500)\n commit; \nEND;\n/", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:07+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nTable MSET_SH_SETTINGS created.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-1565550550", - "id": "20220310-003620_156184795", - "dateCreated": "2021-03-15T17:21:40+0000", - "dateStarted": "2022-03-09T19:47:07+0000", - "dateFinished": "2022-03-09T19:47:07+0000", - "status": "FINISHED" - }, - { - "title": "Build the MSET model", - "text": "%script\n\n-- Build the MSET model\nBEGIN\n dbms_data_mining.create_model(model_name \u003d\u003e \u0027MSET_SH_MODEL\u0027,\n mining_function \u003d\u003e \u0027CLASSIFICATION\u0027,\n data_table_name \u003d\u003e \u0027mset_build_sh_data\u0027,\n case_id_column_name \u003d\u003e \u0027time_id\u0027,\n target_column_name \u003d\u003e \u0027\u0027,\n settings_table_name \u003d\u003e \u0027MSET_SH_SETTINGS\u0027);\nEND;\n/\n\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:07+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-904737291", - "id": "20220310-003620_716844727", - "dateCreated": "2021-03-15T17:22:55+0000", - "dateStarted": "2022-03-09T19:47:08+0000", - "dateFinished": "2022-03-09T19:47:10+0000", - "status": "FINISHED" - }, - { - "text": "%md\n### Review the Model Settings and Signature\n---\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:10+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch3\u003eReview the Model Settings and Signature\u003c/h3\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-1745358510", - "id": "20220310-003620_287178729", - "dateCreated": "2021-03-15T17:26:12+0000", - "dateStarted": "2022-03-09T19:47:10+0000", - "dateFinished": "2022-03-09T19:47:10+0000", - "status": "FINISHED" - }, - { - "title": "Show the MSET model settings", - "text": "%sql\n\n-- DISPLAY MODEL SETTINGS\nSELECT setting_name, setting_value\n FROM user_mining_model_settings\n WHERE model_name \u003d \u0027MSET_SH_MODEL\u0027\nORDER BY setting_name;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:10+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "SETTING_NAME": "string", - "SETTING_VALUE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "SETTING_NAME\tSETTING_VALUE\nALGO_NAME\tALGO_MSET_SPRT\nMSET_ADB_HEIGHT\t.05\nMSET_ALERT_COUNT\t3\nMSET_ALERT_WINDOW\t5\nMSET_ALPHA_PROB\t.1\nMSET_BETA_PROB\t.1\nMSET_HELDASIDE\t10000\nMSET_MEMORY_VECTORS\t100\nMSET_STD_TOLERANCE\t3\nODMS_DETAILS\tODMS_ENABLE\nODMS_MISSING_VALUE_TREATMENT\tODMS_MISSING_VALUE_AUTO\nODMS_RANDOM_SEED\t0\nODMS_SAMPLING\tODMS_SAMPLING_DISABLE\nPREP_AUTO\tON\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_706418202", - "id": "20220310-003620_547968316", - "dateCreated": "2021-03-15T17:26:07+0000", - "dateStarted": "2022-03-09T19:47:11+0000", - "dateFinished": "2022-03-09T19:47:11+0000", - "status": "FINISHED" - }, - { - "title": "Show the MSET model signature", - "text": "%sql\n\n-- DISPLAY MODEL SIGNITURE\nSELECT attribute_name, attribute_type\nFROM user_mining_model_attributes\n WHERE model_name \u003d \u0027MSET_SH_MODEL\u0027\n ORDER BY attribute_name;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:11+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "ATTRIBUTE_NAME": "string", - "ATTRIBUTE_TYPE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "ATTRIBUTE_NAME\tATTRIBUTE_TYPE\nAMOUNT\tNUMERICAL\nQUANTITY\tNUMERICAL\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_17402032", - "id": "20220310-003620_1351639066", - "dateCreated": "2021-03-15T17:30:43+0000", - "dateStarted": "2022-03-09T19:47:11+0000", - "dateFinished": "2022-03-09T19:47:11+0000", - "status": "FINISHED" - }, - { - "title": "Show the MSET model views", - "text": "%sql\n\n-- Get a list of model views\nSELECT view_name, view_type FROM user_mining_model_views\n WHERE model_name\u003d\u0027MSET_SH_MODEL\u0027\n ORDER BY view_name;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:12+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "VIEW_NAME": "string", - "VIEW_TYPE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "VIEW_NAME\tVIEW_TYPE\nDM$VCMSET_SH_MODEL\tScoring Cost Matrix\nDM$VGMSET_SH_MODEL\tGlobal Name-Value Pairs\nDM$VNMSET_SH_MODEL\tNormalization and Missing Value Handling\nDM$VSMSET_SH_MODEL\tComputed Settings\nDM$VTMSET_SH_MODEL\tClassification Targets\nDM$VWMSET_SH_MODEL\tModel Build Alerts\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-1124880688", - "id": "20220310-003620_723792681", - "dateCreated": "2021-03-15T17:31:50+0000", - "dateStarted": "2022-03-09T19:47:12+0000", - "dateFinished": "2022-03-09T19:47:12+0000", - "status": "FINISHED" - }, - { - "title": "Show the Global diagnostics", - "text": "%sql\n\n-- Get the global diagnostics\nSELECT name, \nto_char(numeric_value, \u002799999\u0027) numeric_value, \nstring_value FROM DM$VGMSET_SH_MODEL\n ORDER BY name;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:12+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 284.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "NAME": "string", - "NUMERIC_VALUE": "string", - "STRING_VALUE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "NAME\tNUMERIC_VALUE\tSTRING_VALUE\nNUM_ROWS\t 729\t\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-175031937", - "id": "20220310-003620_1429758739", - "dateCreated": "2021-03-15T17:32:42+0000", - "dateStarted": "2022-03-09T19:47:13+0000", - "dateFinished": "2022-03-09T19:47:13+0000", - "status": "FINISHED" - }, - { - "text": "%md\n### Applying the MSET model to predict future anomalies\nPredicting anomalies of daily sold data from year 2000 to 2001\n\n---\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:13+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch3\u003eApplying the MSET model to predict future anomalies\u003c/h3\u003e\n\u003cp\u003ePredicting anomalies of daily sold data from year 2000 to 2001\u003c/p\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-373296004", - "id": "20220310-003620_1070779453", - "dateCreated": "2021-03-15T17:34:42+0000", - "dateStarted": "2022-03-09T19:47:13+0000", - "dateFinished": "2022-03-09T19:47:13+0000", - "status": "FINISHED" - }, - { - "title": "Predicting anomalies between 15-Dec and 25-Dec of 2001", - "text": "%sql\n\n-- Apply the MSET model on the TEST data to produce predictions \n-- and probabilities for the Winning class:\n-- \"prediction\" \u003d 1 is normal, while \"prediction\" \u003d 0 is an anomaly\nSELECT time_id, \n prediction(mset_sh_model using *) over (ORDER BY time_id) prediction, \n prediction_probability (mset_sh_model using *)\n over (ORDER BY time_id) prob\n FROM (SELECT * FROM mset_test_sh_data \n WHERE time_id \u003e \u002715-DEC-01\u0027 AND \n time_id \u003c\u003d \u002725-DEC-01\u0027 ) \n ORDER BY time_id;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:13+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "TIME_ID": "string", - "PREDICTION": "string", - "PROB": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "TIME_ID\tPREDICTION\tPROB\n2001-12-16 00:00:00\t1\t1.0\n2001-12-17 00:00:00\t1\t0.8333333333333334\n2001-12-18 00:00:00\t1\t0.6666666666666667\n2001-12-19 00:00:00\t0\t0.5\n2001-12-20 00:00:00\t0\t0.5\n2001-12-21 00:00:00\t0\t0.5\n2001-12-22 00:00:00\t0\t0.5\n2001-12-23 00:00:00\t1\t0.6666666666666667\n2001-12-24 00:00:00\t1\t0.8333333333333334\n2001-12-25 00:00:00\t1\t0.8333333333333334\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_457776286", - "id": "20220310-003620_1821502317", - "dateCreated": "2021-03-15T17:33:31+0000", - "dateStarted": "2022-03-09T19:47:14+0000", - "dateFinished": "2022-03-09T19:47:14+0000", - "status": "FINISHED" - }, - { - "title": "Display Anomalies in TEST years (2000/2001)", - "text": "%sql\n\n-- Display all dates of year 2000 to 2001 when anomalies occur\nSELECT time_id, pred FROM \n (SELECT time_id, \n prediction(mset_sh_model using *) \n over (ORDER BY time_id) pred \n FROM mset_test_sh_data) WHERE pred \u003d 0; \n \n ", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:14+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 354.667, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "TIME_ID": "string", - "PRED": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "TIME_ID\tPRED\n2000-09-21 00:00:00\t0\n2000-09-22 00:00:00\t0\n2001-12-19 00:00:00\t0\n2001-12-20 00:00:00\t0\n2001-12-21 00:00:00\t0\n2001-12-22 00:00:00\t0\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_-2009656519", - "id": "20220310-003620_1713778861", - "dateCreated": "2021-03-15T17:37:30+0000", - "dateStarted": "2022-03-09T19:47:14+0000", - "dateFinished": "2022-03-09T19:47:14+0000", - "status": "FINISHED" - }, - { - "title": "Display total anomaly count for 2000 and 2001", - "text": "%sql\n\n-- Display total anomaly count for year 2000 to 2001\nSELECT pred, count(pred), min(prob), max(prob) FROM (\n SELECT prediction(mset_sh_model using *) over (ORDER BY time_id) pred, \n prediction_probability(mset_sh_model using *) over (ORDER BY time_id) \n prob FROM mset_test_sh_data ) GROUP BY pred ORDER BY pred;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:14+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "PRED": "string", - "COUNT(PRED)": "string", - "MIN(PROB)": "string", - "MAX(PROB)": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "PRED\tCOUNT(PRED)\tMIN(PROB)\tMAX(PROB)\n0\t6\t0.5\t0.5\n1\t725\t0.6666666666666667\t1.0\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_1181761479", - "id": "20220310-003620_1880160129", - "dateCreated": "2021-03-15T17:40:10+0000", - "dateStarted": "2022-03-09T19:47:15+0000", - "dateFinished": "2022-03-09T19:47:15+0000", - "status": "FINISHED" - }, - { - "title": "Display anomly rate (anomalies/total)", - "text": "%sql\n\n-- display anomly rate: number of anomaly/total number of data\n \nSELECT ROUND(1 - sum(correct)/count(*),6) as anomalyrate\nFROM (\n SELECT DECODE(pred, 1, 1) CORRECT\n FROM (\n SELECT prediction(mset_sh_model using *) over (ORDER BY time_id) pred\n FROM mset_test_sh_data ) a ) b", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:15+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "ANOMALYRATE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "ANOMALYRATE\n0.008208\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_603529090", - "id": "20220310-003620_1493859994", - "dateCreated": "2021-03-15T17:59:50+0000", - "dateStarted": "2022-03-09T19:47:16+0000", - "dateFinished": "2022-03-09T19:47:16+0000", - "status": "FINISHED" - }, - { - "title": "Display anomly rate (anomalies/total)", - "text": "%sql\n\n-- Display prediction details \nSELECT time_id, prediction(mset_sh_model using *) over (ORDER BY time_id) \n pred, prediction_details(mset_sh_model using *) over (ORDER BY time_id) \n anomalyDetails FROM mset_test_sh_data WHERE time_id \u003e \u002715-DEC-01\u0027 AND \n time_id \u003c\u003d \u002725-DEC-01\u0027 ORDER BY time_id;", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:16+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 489.333, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": { - "columns": [ - { - "name": "TIME_ID", - "visible": true, - "width": 169.0, - "sort": {}, - "filters": [ - {} - ], - "pinned": "" - }, - { - "name": "PRED", - "visible": true, - "width": 150.0, - "sort": {}, - "filters": [ - {} - ], - "pinned": "" - }, - { - "name": "ANOMALYDETAILS", - "visible": true, - "width": "*", - "sort": {}, - "filters": [ - {} - ], - "pinned": "" - } - ], - "scrollFocus": {}, - "selection": [], - "grouping": { - "grouping": [], - "aggregations": [], - "rowExpandedStates": {} - }, - "treeView": {}, - "pagination": { - "paginationCurrentPage": 1.0, - "paginationPageSize": 250.0 - } - }, - "tableColumnTypeState": { - "names": { - "TIME_ID": "string", - "PRED": "string", - "ANOMALYDETAILS": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "TIME_ID\tPRED\tANOMALYDETAILS\n2001-12-16 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"558\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"117095.21\" weight\u003d\"1\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n2001-12-17 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"281264.3\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"1507\" weight\u003d\".8\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n2001-12-18 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"114550.12\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"2447\" weight\u003d\".6\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n2001-12-19 00:00:00\t0\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"0\"\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"367\" weight\u003d\".6\" rank\u003d\"1\"/\u003e \u003c/Details\u003e \n2001-12-20 00:00:00\t0\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"0\"\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"1060\" weight\u003d\".6\" rank\u003d\"1\"/\u003e \u003c/Details\u003e \n2001-12-21 00:00:00\t0\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"0\"\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"473\" weight\u003d\".6\" rank\u003d\"1\"/\u003e \u003c/Details\u003e \n2001-12-22 00:00:00\t0\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"0\"\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"374\" weight\u003d\".6\" rank\u003d\"1\"/\u003e \u003c/Details\u003e \n2001-12-23 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"101917.27\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"1034\" weight\u003d\".6\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n2001-12-24 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"201537.77\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"1662\" weight\u003d\".8\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n2001-12-25 00:00:00\t1\t\u003cDetails algorithm\u003d\"MSET-SPRT\" class\u003d\"1\"\u003e \u003cAttribute name\u003d\"AMOUNT\" actualValue\u003d\"88312.19\" weight\u003d\"1\" rank\u003d\"1\"/\u003e \u003cAttribute name\u003d\"QUANTITY\" actualValue\u003d\"470\" weight\u003d\".8\" rank\u003d\"2\"/\u003e \u003c/Details\u003e \n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646872580066_460411527", - "id": "20220310-003620_983776341", - "dateCreated": "2021-03-15T18:02:14+0000", - "dateStarted": "2022-03-09T19:47:16+0000", - "dateFinished": "2022-03-09T19:47:16+0000", - "status": "FINISHED" - }, - { - "text": "%md\n## End of script\n---\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-09T19:47:16+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch2\u003eEnd of 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XGBoost.json deleted file mode 100644 index 8615a2b5..00000000 --- a/machine-learning/notebooks/sql/OML4SQL DB21c Classification XGBoost.json +++ /dev/null @@ -1,2325 +0,0 @@ -{ - "paragraphs": [ - { - "title": "", - "text": "%md\n## Classification Modeling to Predict Target Customers using XGBoost\nIn this notebook, we predict customers most likely to be positive responders to an Affinity Card loyalty program. High Affinity Card responders (target value \u003d 1) are defined as those customers who when given a loyaly or affinity card hyper-respond i.e. they increae their purchasing higher than the Affinity Card program\u0027s offered discount percentage. This notebook builds and applies classification xgboost models using the SH schema data. All processing occurs inside Oracle Autonomous Database.\n\nCopyright (c) 2022 Oracle Corporation \n###### [The Universal Permissive License (UPL), Version 1.0](https://oss.oracle.com/licenses/upl/)\n---", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:31:58+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 9.0, - "editorMode": "ace/mode/markdown", - "editorHide": true, - "fontSize": 9.0, - "title": false, - "results": {}, - "graph": { - "mode": "table", - "optionOpen": false, - "keys": [], - "values": [], - "scatter": {}, - "groups": [], - "height": 300.0 - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch2\u003eClassification Modeling to Predict Target Customers using XGBoost\u003c/h2\u003e\n\u003cp\u003eIn this notebook, we predict customers most likely to be positive responders to an Affinity Card loyalty program. High Affinity Card responders (target value \u003d 1) are defined as those customers who when given a loyaly or affinity card hyper-respond i.e. they increae their purchasing higher than the Affinity Card program\u0027s offered discount percentage. This notebook builds and applies classification xgboost models using the SH schema data. All processing occurs inside Oracle Autonomous Database.\u003c/p\u003e\n\u003cp\u003eCopyright (c) 2022 Oracle Corporation\u003c/p\u003e\n\u003ch6\u003e\u003ca href\u003d\"https://oss.oracle.com/licenses/upl/\"\u003eThe Universal Permissive License (UPL), Version 1.0\u003c/a\u003e\u003c/h6\u003e\n\u003chr /\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929958_598842233", - "id": "20220310-154209_173476713", - "dateCreated": "2018-02-04T02:47:49+0000", - "dateStarted": "2022-03-10T15:31:58+0000", - "dateFinished": "2022-03-10T15:32:00+0000", - "status": "FINISHED" - }, - { - "text": "%md\n\u003cdl\u003e\n\u003cimg src\u003d\"http://www.oracle.com/technetwork/database/options/advanced-analytics/classification-5663162.jpg\" alt\u003d\"OML Notebooks\" width\u003d\"250\"/\u003e\n\u003c/dl\u003e\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:00+0000", - "progress": 0, - "config": { - "tableHide": false, - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 3.0, - "editorMode": "ace/mode/markdown", - "editorHide": true, - "fontSize": 9.0, - "results": {}, - "graph": { - "mode": "table", - "optionOpen": false, - "keys": [], - "values": [], - "scatter": {}, - "groups": [], - "height": 147.0 - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003cdl\u003e\n\u003cimg src\u003d\"http://www.oracle.com/technetwork/database/options/advanced-analytics/classification-5663162.jpg\" alt\u003d\"OML Notebooks\" width\u003d\"250\"/\u003e\n\u003c/dl\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929958_-1298225574", - "id": "20220310-154209_267285277", - "dateCreated": "2018-02-05T20:44:13+0000", - "dateStarted": "2022-03-10T15:32:01+0000", - "dateFinished": "2022-03-10T15:32:01+0000", - "status": "FINISHED" - }, - { - "title": "For more information...", - "text": "%md\nOracle ADW Documentation \u003chttps://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\u003e\nOML folder on Github \u003chttps://github.com/oracle/oracle-db-examples/tree/master/machine-learning\u003e\nOML web page: \u003chttps://www.oracle.com/machine-learning\u003e\nOML Classification: \u003chttps://www.oracle.com/goto/ml-classification\u003e\nOML XGBoost: \u003chttps://www.oracle.com/goto/ml-xgboost\u003e", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:01+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "editorHide": true, - "fontSize": 9.0, - "title": true, - "results": {}, - "graph": { - "mode": "table", - "optionOpen": false, - "keys": [], - "values": [], - "scatter": {}, - "groups": [], - "height": 300.0 - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003cp\u003eOracle ADW Documentation \u003ca href\u003d\"https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\"\u003ehttps://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\u003c/a\u003e\n\u003cbr /\u003eOML folder on Github \u003ca href\u003d\"https://github.com/oracle/oracle-db-examples/tree/master/machine-learning\"\u003ehttps://github.com/oracle/oracle-db-examples/tree/master/machine-learning\u003c/a\u003e\n\u003cbr /\u003eOML web page: \u003ca href\u003d\"https://www.oracle.com/machine-learning\"\u003ehttps://www.oracle.com/machine-learning\u003c/a\u003e\n\u003cbr /\u003eOML Classification: \u003ca href\u003d\"https://www.oracle.com/goto/ml-classification\"\u003ehttps://www.oracle.com/goto/ml-classification\u003c/a\u003e\n\u003cbr /\u003eOML XGBoost: \u003ca href\u003d\"https://www.oracle.com/goto/ml-xgboost\"\u003ehttps://www.oracle.com/goto/ml-xgboost\u003c/a\u003e\u003c/p\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1768592990", - "id": "20220310-154209_842769005", - "dateCreated": "2018-02-04T02:47:57+0000", - "dateStarted": "2022-03-10T15:32:01+0000", - "dateFinished": "2022-03-10T15:32:01+0000", - "status": "FINISHED" - }, - { - "title": "Display the SUPPLEMENTARY_DEMOGRAPHICS data ", - "text": "%sql\n\nSELECT * FROM SH.SUPPLEMENTARY_DEMOGRAPHICS;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:02+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/osql", - "editorHide": false, - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 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Bach.\tExec.\t4-5\t3\t1\t0\t0\t0\t1\t1\t0\t0\t\n102269\tHS-grad\tCrafts\t4-5\t3\t0\t1\t1\t0\t1\t1\t0\t0\t\n100152\tHS-grad\tTechSup\t4-5\t3\t0\t0\t0\t0\t1\t1\t0\t0\t\n100166\t\u003c Bach.\tExec.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\t\n103318\t\u003c Bach.\tTransp.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\t\n103386\tHS-grad\tExec.\t4-5\t4\t0\t1\t1\t1\t1\t1\t0\t0\t\n101206\tHS-grad\tCrafts\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\t\n104394\tBach.\tProf.\t4-5\t5\t1\t1\t1\t1\t1\t1\t0\t0\t\n102436\t\u003c Bach.\tCleric.\t4-5\t6\t1\t1\t1\t1\t1\t1\t0\t0\t\n103972\tHS-grad\tExec.\t4-5\t6\t1\t1\t1\t1\t1\t1\t0\t0\t\n101727\t\u003c Bach.\tCrafts\t6-8\t3\t0\t0\t0\t0\t1\t1\t0\t0\t\n103805\tHS-grad\tCleric.\t6-8\t3\t0\t1\t1\t0\t1\t1\t1\t0\t\n100423\tHS-grad\tProf.\t6-8\t5\t0\t1\t0\t1\t1\t1\t0\t0\t\n102760\t11th\tFarming\t1\t1\t0\t0\t0\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n100125\tBach.\tTechSup\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103432\t\u003c Bach.\tSales\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101602\t\u003c Bach.\tCleric.\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103479\t\u003c Bach.\tFarming\t1\t1\t0\t1\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103651\t\u003c Bach.\tTechSup\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100129\tAssoc-A\tMachine\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101890\tHS-grad\tSales\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103756\tBach.\tProf.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100076\t\u003c Bach.\tOther\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100200\t\u003c Bach.\tOther\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103771\t\u003c Bach.\tProf.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n104406\t\u003c Bach.\tCleric.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103964\t\u003c Bach.\tMachine\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100858\t12th\tTransp.\t1\t3\t0\t1\t1\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n103993\t12th\tTransp.\t1\t3\t0\t1\t1\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n101405\tBach.\tTechSup\t1\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100180\t\u003c Bach.\tProf.\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100187\t\u003c Bach.\tTechSup\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101008\tHS-grad\tMachine\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100576\tBach.\tSales\t1\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101624\t\u003c Bach.\tOther\t1\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100460\t\u003c Bach.\tCrafts\t1\t4\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103948\t\u003c Bach.\tCleric.\t1\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101724\tHS-grad\tMachine\t1\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102976\tHS-grad\tHandler\t1\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100930\tBach.\tProf.\t2\t0\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104082\tBach.\tProf.\t2\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103028\tBach.\tCleric.\t2\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100743\t\u003c Bach.\tCleric.\t2\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103553\t\u003c Bach.\tCleric.\t2\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101440\tBach.\tExec.\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100825\tBach.\tProtec.\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102344\t\u003c Bach.\tCleric.\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102672\t\u003c Bach.\tCleric.\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n104416\tHS-grad\t?\t2\t2\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100030\tHS-grad\tOther\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100011\t9th\tFarming\t2\t3\t0\t0\t0\t0\t0\t1\t0\t0\tI love the new on-line documentation.\n103952\t11th\tTransp.\t2\t3\t0\t1\t0\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n101979\tBach.\tExec.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100218\tBach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102255\tHS-grad\tOther\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101675\tHS-grad\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n104048\tHS-grad\tSales\t2\t3\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102146\tHS-grad\tCrafts\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100832\tHS-grad\tCrafts\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102639\tHS-grad\tHouse-s\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100410\t10th\tTransp.\t2\t4\t0\t1\t1\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n102327\tBach.\tSales\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101977\t\u003c Bach.\tCrafts\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102872\tAssoc-V\tTechSup\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103401\tHS-grad\tCrafts\t2\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n103431\tHS-grad\tHandler\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102234\tBach.\tOther\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101820\tBach.\tFarming\t2\t5\t0\t1\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100625\t\u003c Bach.\tCrafts\t2\t5\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n101340\t\u003c Bach.\tCleric.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104128\tAssoc-A\tTechSup\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100645\tHS-grad\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103455\tHS-grad\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102369\tAssoc-V\tCleric.\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100771\tHS-grad\tCleric.\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103604\tHS-grad\tHandler\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102313\tHS-grad\tExec.\t2\t7\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103742\tMasters\tProf.\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104310\tAssoc-A\tExec.\t2\t8\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103152\tHS-grad\tCrafts\t3\t2\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103141\tBach.\tSales\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n104225\t5th-6th\tMachine\t3\t3\t0\t1\t1\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n102558\t7th-8th\tFarming\t3\t3\t0\t1\t1\t0\t0\t1\t1\t0\tI love the new on-line documentation.\n103557\t\u003c Bach.\tOther\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n104172\t\u003c Bach.\tSales\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101880\t\u003c Bach.\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102291\t\u003c Bach.\tCleric.\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102456\tHS-grad\tExec.\t3\t3\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100585\tHS-grad\tExec.\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n101133\tHS-grad\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102191\tHS-grad\tCleric.\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n100182\tHS-grad\tMachine\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n100398\tBach.\tOther\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100850\t\u003c Bach.\tCrafts\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104284\tAssoc-A\tFarming\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102781\tHS-grad\tCrafts\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102782\tHS-grad\tCrafts\t3\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100691\tHS-grad\tHandler\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102686\t\u003c Bach.\tProf.\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100908\tHS-grad\tHandler\t3\t5\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n101415\tPhD\tCrafts\t3\t6\t0\t1\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103634\tBach.\t?\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104328\t7th-8th\tMachine\t3\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI love the new on-line documentation.\n101168\t\u003c Bach.\tCrafts\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102693\tHS-grad\tProtec.\t3\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100815\tMasters\tProf.\t3\t9\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103441\tBach.\tTechSup\t9+\t2\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n104063\t\u003c Bach.\tSales\t9+\t2\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102691\t9th\tOther\t9+\t3\t0\t1\t1\t0\t0\t1\t0\t0\tI love the new on-line documentation.\n101368\tBach.\tExec.\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n101283\t\u003c Bach.\tCleric.\t9+\t3\t0\t1\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103275\tHS-grad\tMachine\t9+\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102745\t\u003c Bach.\t?\t9+\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n100615\tHS-grad\t?\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101753\tAssoc-A\tCleric.\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102061\tHS-grad\tOther\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101337\tHS-grad\tCrafts\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n101427\tHS-grad\tMachine\t9+\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102162\tAssoc-V\tCleric.\t4-5\t2\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n101915\tHS-grad\t?\t4-5\t2\t0\t1\t1\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n103442\t9th\tOther\t4-5\t3\t0\t1\t1\t1\t0\t1\t0\t0\tI love the new on-line documentation.\n100018\t\u003c Bach.\tHandler\t4-5\t3\t0\t0\t0\t0\t1\t1\t1\t1\tI love the new on-line documentation.\n103870\tHS-grad\tOther\t4-5\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102454\tBach.\tProf.\t4-5\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n103529\tHS-grad\tExec.\t4-5\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI love the new on-line documentation.\n102213\tHS-grad\tMachine\t6-8\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n102121\t11th\tCrafts\t6-8\t3\t0\t1\t1\t0\t0\t1\t0\t0\tI love the new on-line documentation.\n103359\tHS-grad\tCrafts\t6-8\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the new on-line documentation.\n100592\tHS-grad\tTransp.\t6-8\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the new on-line documentation.\n102810\t\u003c Bach.\tOther\t2\t3\t1\t0\t0\t0\t1\t1\t1\t0\tI love it. Will never shop at other shops again!\n101413\t\u003c Bach.\tExec.\t2\t5\t1\t1\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101565\tMasters\tExec.\t2\t5\t1\t1\t1\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103052\tBach.\tProf.\t3\t1\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101113\tBach.\tProf.\t3\t3\t1\t1\t1\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101080\t\u003c Bach.\tCleric.\t3\t3\t1\t1\t1\t0\t1\t1\t1\t0\tI love it. Will never shop at other shops again!\n100989\t\u003c Bach.\tTransp.\t3\t3\t1\t1\t1\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n104347\tAssoc-A\tTechSup\t3\t3\t1\t1\t1\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n104325\t9th\tMachine\t3\t4\t1\t0\t0\t1\t0\t1\t0\t0\tI love it. Will never shop at other shops again!\n100254\tBach.\tExec.\t3\t4\t1\t1\t1\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102695\tBach.\tProf.\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103337\tBach.\tProf.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101009\tBach.\tSales\t3\t4\t1\t1\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102881\tProfsc\tProf.\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101755\t\u003c Bach.\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100704\t\u003c Bach.\tProf.\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103134\tAssoc-V\tTransp.\t3\t4\t1\t0\t0\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102855\tHS-grad\tMachine\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102161\tMasters\tProf.\t3\t4\t1\t0\t0\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101049\tProfsc\tProf.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101917\t\u003c Bach.\tCrafts\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102679\t\u003c Bach.\tCrafts\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n104334\t\u003c Bach.\tCrafts\t3\t5\t1\t0\t0\t0\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101747\t\u003c Bach.\tProtec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100812\t\u003c Bach.\tTechSup\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100668\tMasters\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103071\tBach.\tExec.\t3\t6\t1\t1\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101361\tBach.\tCrafts\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n104433\tBach.\tCleric.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102499\tHS-grad\tExec.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102670\tHS-grad\tTransp.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101708\tPhD\tProf.\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100081\tBach.\tExec.\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101145\tProfsc\tProf.\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100276\t\u003c Bach.\tSales\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103219\tMasters\tExec.\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n103579\tBach.\tExec.\t3\t9\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100658\tAssoc-A\tCrafts\t9+\t2\t1\t1\t1\t0\t1\t1\t1\t0\tI love it. Will never shop at other shops again!\n103991\t11th\tOther\t9+\t5\t1\t1\t0\t1\t0\t1\t0\t0\tI love it. Will never shop at other shops again!\n101817\tPhD\tProf.\t9+\t8\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100232\tBach.\tSales\t4-5\t3\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n100486\tMasters\tProf.\t4-5\t4\t1\t0\t0\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n102210\tMasters\tCleric.\t4-5\t5\t1\t1\t1\t1\t1\t1\t0\t0\tI love it. Will never shop at other shops again!\n101339\tMasters\tProf.\t2\t4\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102280\tBach.\tSales\t2\t5\t1\t0\t0\t0\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n100716\tBach.\t?\t2\t6\t1\t1\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n100037\tProfsc\tProf.\t2\t6\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101912\t\u003c Bach.\tCrafts\t2\t6\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102023\tMasters\tProf.\t2\t6\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102220\t\u003c Bach.\tCrafts\t2\t7\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n100101\tBach.\tProf.\t3\t3\t1\t1\t0\t0\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101991\t10th\tMachine\t3\t4\t1\t1\t1\t1\t0\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101737\tBach.\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101780\t\u003c Bach.\tExec.\t3\t4\t1\t1\t1\t0\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103568\tAssoc-V\tCrafts\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103549\tHS-grad\tCrafts\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103570\tMasters\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101289\t10th\tTransp.\t3\t5\t1\t1\t0\t1\t0\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103925\tBach.\tExec.\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101793\tBach.\tProf.\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102616\tHS-grad\tSales\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102519\tHS-grad\tCrafts\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101781\tMasters\tExec.\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102595\tMasters\tCleric.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102461\tBach.\tExec.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101444\tBach.\tExec.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103657\tBach.\tProf.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102634\t\u003c Bach.\tMachine\t3\t6\t1\t0\t0\t0\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103045\tHS-grad\tCrafts\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103256\tMasters\tExec.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101813\t\u003c Bach.\tCrafts\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102075\tHS-grad\tExec.\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102979\tBach.\tExec.\t3\t8\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101541\tAssoc-V\tCrafts\t3\t8\t1\t0\t0\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n102539\t9th\tTransp.\t3\t9\t1\t0\t0\t1\t0\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n103781\t\u003c Bach.\tCleric.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\tA great idea. Thank you! Signed, happy in Texas\n101429\t11th\tFarming\t1\t0\t0\t1\t1\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n101062\t\u003c Bach.\tFarming\t1\t0\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100321\t11th\tSales\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n103851\t11th\tCleric.\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n104366\t11th\tHandler\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n100113\t12th\tCleric.\t1\t1\t0\t0\t0\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n103217\t\u003c Bach.\tHandler\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103409\tAssoc-A\tMachine\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n101319\tHS-grad\t?\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102382\tHS-grad\tCleric.\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103015\tBach.\t?\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102520\tBach.\tProf.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n101471\tHS-grad\tOther\t1\t2\t0\t1\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102682\tHS-grad\tSales\t1\t2\t0\t1\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102318\tHS-grad\tCrafts\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103490\tBach.\tProf.\t1\t3\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100799\tHS-grad\tCrafts\t1\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n101436\tHS-grad\tCleric.\t1\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103582\tBach.\tSales\t1\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104360\t\u003c Bach.\tExec.\t2\t0\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104309\tBach.\tProf.\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103927\t\u003c Bach.\t?\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n104181\tAssoc-V\tProf.\t2\t2\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102593\tHS-grad\tTechSup\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100755\tBach.\tProf.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100643\tBach.\tTechSup\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102582\t5th-6th\tTransp.\t2\t3\t0\t1\t1\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n102018\t\u003c Bach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100304\tAssoc-A\tTechSup\t2\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102909\tAssoc-V\tTechSup\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100993\tAssoc-V\tTechSup\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100992\tHS-grad\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103247\tHS-grad\tHandler\t2\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100119\tBach.\tExec.\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104027\t\u003c Bach.\tExec.\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100946\t\u003c Bach.\tProf.\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103397\tHS-grad\tOther\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101930\tHS-grad\tCrafts\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102143\tHS-grad\tCleric.\t2\t4\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103147\tHS-grad\tCleric.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102317\tHS-grad\tMachine\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104464\tBach.\tCleric.\t2\t5\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n101120\t\u003c Bach.\tExec.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102373\t\u003c Bach.\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100269\t\u003c Bach.\tCleric.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101608\tAssoc-A\tExec.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102673\tAssoc-V\tProf.\t2\t5\t0\t1\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102912\tHS-grad\tCrafts\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103354\tHS-grad\tFarming\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104039\tHS-grad\tMachine\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102957\tMasters\t?\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100708\tHS-grad\tHouse-s\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103735\t\u003c Bach.\tCleric.\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104272\tAssoc-V\tOther\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100537\tHS-grad\tCleric.\t2\t8\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102647\tHS-grad\tExec.\t2\t9\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101729\tBach.\tExec.\t3\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103611\tMasters\tProf.\t3\t1\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103451\t\u003c Bach.\t?\t3\t2\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102336\t\u003c Bach.\tCrafts\t3\t3\t0\t1\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104089\t\u003c Bach.\tCrafts\t3\t3\t0\t1\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103726\t\u003c Bach.\tProtec.\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103013\tAssoc-V\tHandler\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100857\tHS-grad\tOther\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102509\tHS-grad\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100204\tHS-grad\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103765\tHS-grad\tTechSup\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102738\t7th-8th\tCrafts\t3\t4\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n100441\t\u003c Bach.\tCrafts\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103819\t\u003c Bach.\tProtec.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101211\tAssoc-A\tTransp.\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100556\tAssoc-V\tProtec.\t3\t4\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100729\tHS-grad\tOther\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103947\tHS-grad\tOther\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103827\tHS-grad\tHandler\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102924\tHS-grad\tMachine\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103170\tHS-grad\tTransp.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102298\t12th\tCleric.\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n104146\tBach.\tCleric.\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100219\t1st-4th\tOther\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n102811\t1st-4th\tCrafts\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n101964\t7th-8th\tTransp.\t3\t5\t0\t0\t0\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n104399\t\u003c Bach.\tExec.\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104294\t\u003c Bach.\tTransp.\t3\t5\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100151\tHS-grad\t?\t3\t5\t0\t1\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102233\tHS-grad\tHandler\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101524\tHS-grad\tMachine\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100767\t9th\tOther\t3\t6\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n101554\t\u003c Bach.\tSales\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103187\tHS-grad\t?\t3\t6\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100112\tHS-grad\tMachine\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102971\tHS-grad\tCrafts\t3\t7\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101974\tHS-grad\tFarming\t3\t7\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102183\t\u003c Bach.\tProf.\t3\t8\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104392\tHS-grad\tSales\t3\t8\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100291\t\u003c Bach.\tOther\t9+\t2\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102677\tBach.\tExec.\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100703\t\u003c Bach.\tCrafts\t9+\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102432\t\u003c Bach.\tCleric.\t9+\t3\t0\t1\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103208\t\u003c Bach.\tCleric.\t9+\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103469\tAssoc-V\tSales\t9+\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n104148\tAssoc-V\tTechSup\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103625\tHS-grad\tSales\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102074\tHS-grad\tCleric.\t9+\t3\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100808\tHS-grad\tMachine\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100851\tHS-grad\tTechSup\t9+\t3\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n100631\t\u003c Bach.\t?\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n101740\t\u003c Bach.\tExec.\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104422\tAssoc-A\tSales\t9+\t4\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103382\tHS-grad\tCrafts\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n104391\t11th\tHandler\t9+\t5\t0\t1\t0\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n103253\tHS-grad\tOther\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100618\t7th-8th\tMachine\t9+\t8\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n102051\tHS-grad\tCleric.\t9+\t9\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102372\t\u003c Bach.\t?\t4-5\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102229\tHS-grad\t?\t4-5\t2\t0\t1\t1\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n102287\tHS-grad\t?\t4-5\t2\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100647\t9th\tOther\t4-5\t3\t0\t1\t1\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n103209\t\u003c Bach.\tSales\t4-5\t3\t0\t0\t0\t0\t1\t1\t1\t0\tThank you, But please remove my name from your list.\n103995\t\u003c Bach.\tCrafts\t4-5\t5\t0\t1\t1\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n102805\t10th\tExec.\t4-5\t6\t0\t0\t0\t1\t0\t1\t0\t0\tThank you, But please remove my name from your list.\n102652\t12th\tSales\t6-8\t3\t0\t0\t0\t0\t0\t1\t1\t0\tThank you, But please remove my name from your list.\n102218\tAssoc-V\tCleric.\t6-8\t3\t0\t0\t0\t0\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n100913\tHS-grad\tSales\t6-8\t7\t0\t1\t1\t1\t1\t1\t0\t0\tThank you, But please remove my name from your list.\n103994\t\u003c Bach.\tExec.\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101752\t\u003c Bach.\tProf.\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n100349\t\u003c Bach.\tTechSup\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103212\tHS-grad\tHandler\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101370\t11th\t?\t1\t2\t0\t0\t0\t0\t0\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n104415\t7th-8th\tMachine\t1\t2\t0\t1\t1\t0\t0\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103897\t\u003c Bach.\tOther\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101568\t\u003c Bach.\tHandler\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102714\t\u003c Bach.\tMachine\t1\t2\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100492\tHS-grad\tCleric.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103051\tHS-grad\tHandler\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103546\tBach.\tProf.\t1\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103227\t\u003c Bach.\tTechSup\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102820\tHS-grad\tCleric.\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101545\t\u003c Bach.\tExec.\t2\t1\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101261\t10th\tOther\t2\t2\t0\t1\t1\t0\t0\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n100505\t\u003c Bach.\tOther\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103167\t\u003c Bach.\tOther\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n104280\t\u003c Bach.\tOther\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101539\tAssoc-A\t?\t2\t2\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101076\tAssoc-V\tProf.\t2\t2\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100257\tHS-grad\tOther\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101508\tHS-grad\tSales\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101245\tBach.\tProf.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102042\tBach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101218\tBach.\tTechSup\t2\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103438\tBach.\tTechSup\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103109\t\u003c Bach.\tCleric.\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n100557\tAssoc-A\tCleric.\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102549\tHS-grad\tCleric.\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103106\tHS-grad\tCleric.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101236\tHS-grad\tFarming\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103117\tBach.\tProf.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102237\tProfsc\tProf.\t2\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101591\t\u003c Bach.\tOther\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n104291\t\u003c Bach.\tProf.\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100881\t\u003c Bach.\tProtec.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101259\tHS-grad\tOther\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100591\tHS-grad\tSales\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100904\tHS-grad\tSales\t2\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103690\tMasters\tProf.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100008\t\u003c Bach.\tCrafts\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103044\t\u003c Bach.\tCleric.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101943\t\u003c Bach.\tProtec.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n104453\tAssoc-A\tExec.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103122\tHS-grad\tOther\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103669\tHS-grad\tOther\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100575\tHS-grad\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103202\tHS-grad\tCrafts\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102825\t10th\tMachine\t2\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100563\tBach.\tProf.\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100968\tBach.\tProf.\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102144\t\u003c Bach.\tCrafts\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101205\t\u003c Bach.\tHandler\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103182\tHS-grad\tCleric.\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100905\tBach.\t?\t2\t9\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103201\tBach.\tTransp.\t2\t10\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101961\tBach.\tOther\t3\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101656\t\u003c Bach.\tSales\t3\t2\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102865\t\u003c Bach.\tSales\t3\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102921\tHS-grad\tSales\t3\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103482\tBach.\tProf.\t3\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101237\tBach.\tSales\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102356\tBach.\tCleric.\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102288\t7th-8th\tTransp.\t3\t3\t0\t0\t0\t0\t0\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101537\t\u003c Bach.\tExec.\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103715\t\u003c Bach.\tCrafts\t3\t3\t0\t1\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103257\tAssoc-V\tProf.\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101182\tAssoc-V\tTransp.\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102860\tHS-grad\tOther\t3\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102592\tHS-grad\tSales\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102611\tHS-grad\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100124\tHS-grad\tHandler\t3\t3\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100407\tHS-grad\tMachine\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103709\tHS-grad\tMachine\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103716\tHS-grad\tMachine\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n103497\tBach.\tSales\t3\t4\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102913\t\u003c Bach.\tProtec.\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n104255\tAssoc-V\tCrafts\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100305\tHS-grad\tExec.\t3\t4\t0\t0\t0\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102735\tHS-grad\tMachine\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101404\tBach.\tCrafts\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100560\t\u003c Bach.\tSales\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103647\tAssoc-A\tMachine\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103400\tAssoc-V\tFarming\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101604\tHS-grad\tCrafts\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101986\tHS-grad\tCrafts\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103344\tHS-grad\tMachine\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101154\t1st-4th\tFarming\t3\t6\t0\t1\t1\t0\t0\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101521\tHS-grad\tOther\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100050\t12th\tMachine\t9+\t2\t0\t0\t0\t0\t0\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n101847\t11th\tCleric.\t9+\t3\t0\t1\t0\t1\t0\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101709\tBach.\tSales\t9+\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI shop your store a lot. I love your weekly specials.\n102537\t\u003c Bach.\tProtec.\t9+\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102846\t\u003c Bach.\tTransp.\t9+\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102835\tAssoc-V\tOther\t9+\t3\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103108\tHS-grad\tCrafts\t9+\t3\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102357\t10th\tCleric.\t9+\t4\t0\t1\t1\t1\t0\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103115\tBach.\tProf.\t9+\t4\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101497\tAssoc-A\tSales\t9+\t4\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103131\tHS-grad\tExec.\t9+\t4\t0\t1\t1\t0\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100789\tHS-grad\tCrafts\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102532\tHS-grad\tMachine\t9+\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n102848\t\u003c Bach.\t?\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101298\tHS-grad\tCleric.\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n103896\t\u003c Bach.\tCleric.\t9+\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n100247\tHS-grad\tCleric.\t4-5\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n104485\tHS-grad\tSales\t4-5\t7\t0\t1\t1\t1\t1\t1\t0\t0\tI shop your store a lot. I love your weekly specials.\n101610\t11th\tHandler\t1\t0\t0\t1\t1\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102986\t\u003c Bach.\tProf.\t1\t0\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101344\t10th\tOther\t1\t1\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104086\t10th\tOther\t1\t1\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102410\t\u003c Bach.\t?\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103612\tAssoc-A\t?\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102599\t12th\tHandler\t1\t2\t0\t1\t1\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100678\tBach.\tCleric.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100454\t\u003c Bach.\tProf.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102115\t\u003c Bach.\tCleric.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101423\t\u003c Bach.\tCleric.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103831\t\u003c Bach.\tCleric.\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102207\tHS-grad\tOther\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100043\tHS-grad\tOther\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104409\tHS-grad\tCrafts\t1\t2\t0\t0\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102199\tHS-grad\tHandler\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103030\tBach.\tCleric.\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101111\tHS-grad\tCrafts\t1\t3\t0\t1\t1\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101714\tHS-grad\tHandler\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103752\t\u003c Bach.\tCleric.\t1\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102427\t\u003c Bach.\tProtec.\t1\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101921\tBach.\tOther\t2\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104405\t\u003c Bach.\tTechSup\t2\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100337\t7th-8th\t?\t2\t2\t0\t1\t1\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104411\t7th-8th\tOther\t2\t2\t0\t1\t1\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102590\t\u003c Bach.\t?\t2\t2\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100935\t\u003c Bach.\tOther\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101171\t\u003c Bach.\tTechSup\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103414\tAssoc-A\tCleric.\t2\t2\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100902\tHS-grad\tSales\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101223\tHS-grad\tSales\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103248\tBach.\tExec.\t2\t3\t0\t1\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104024\tBach.\tProf.\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102597\tBach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103567\tBach.\tCrafts\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104143\t\u003c Bach.\tMachine\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104497\tHS-grad\tExec.\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101658\tHS-grad\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102584\tHS-grad\tSales\t2\t3\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100138\tBach.\tProf.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100311\tBach.\tSales\t2\t4\t0\t0\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102259\t\u003c Bach.\tOther\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101929\tHS-grad\tMachine\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101843\tBach.\tProf.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102458\tBach.\tFarming\t2\t5\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101150\tHS-grad\tOther\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102990\tMasters\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100546\t\u003c Bach.\tExec.\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102896\tHS-grad\tHandler\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102390\t\u003c Bach.\tProtec.\t2\t7\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100680\tHS-grad\t?\t2\t9\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103475\tHS-grad\t?\t2\t9\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102555\tBach.\tExec.\t2\t14\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101432\t9th\tCrafts\t3\t3\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104357\t9th\tCrafts\t3\t3\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100747\t\u003c Bach.\tOther\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100707\t\u003c Bach.\tTransp.\t3\t3\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n104057\tAssoc-V\tTransp.\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100099\tHS-grad\tTechSup\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100910\tAssoc-V\tCrafts\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101282\tHS-grad\tOther\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102004\tHS-grad\tCrafts\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100705\tHS-grad\tCrafts\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n104198\tHS-grad\tTransp.\t3\t4\t0\t0\t0\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101093\t9th\tTransp.\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102585\tPhD\tProf.\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103821\tBach.\tSales\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n104221\tAssoc-V\tCleric.\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103139\tHS-grad\tCrafts\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100108\tMasters\tOther\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101148\t\u003c Bach.\tExec.\t3\t6\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103457\tAssoc-A\tExec.\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102918\tHS-grad\tProf.\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100681\tBach.\t?\t3\t7\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101685\tHS-grad\tCrafts\t3\t7\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103916\t1st-4th\tTransp.\t3\t8\t0\t1\t0\t1\t0\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103836\tMasters\tProf.\t3\t9\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102763\t\u003c Bach.\tFarming\t3\t11\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100572\tBach.\tMachine\t9+\t1\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100610\tHS-grad\tTransp.\t9+\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102419\t7th-8th\tFarming\t9+\t2\t0\t0\t0\t1\t0\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103869\t\u003c Bach.\tCleric.\t9+\t2\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101278\t11th\tMachine\t9+\t3\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100336\tBach.\tCrafts\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103963\t\u003c Bach.\tCleric.\t9+\t3\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102209\tHS-grad\tOther\t9+\t3\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103630\tHS-grad\tOther\t9+\t3\t0\t1\t0\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103783\tHS-grad\tSales\t9+\t3\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103872\t10th\tCrafts\t9+\t4\t0\t0\t0\t0\t0\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n102857\tBach.\tProf.\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103797\t\u003c Bach.\tOther\t9+\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100711\t\u003c Bach.\tCleric.\t9+\t4\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101857\t\u003c Bach.\tProtec.\t9+\t4\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n104139\tMasters\tProf.\t9+\t4\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102701\t1st-4th\tProf.\t9+\t5\t0\t0\t0\t1\t0\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n104208\t\u003c Bach.\tExec.\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102035\t\u003c Bach.\tSales\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100587\t\u003c Bach.\tCleric.\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n102299\tHS-grad\tExec.\t9+\t5\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100745\tHS-grad\tCleric.\t9+\t5\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100570\tHS-grad\tHandler\t9+\t6\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103533\tHS-grad\tCleric.\t9+\t10\t0\t0\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103577\tHS-grad\tCleric.\t4-5\t2\t0\t1\t1\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n103357\t\u003c Bach.\tCleric.\t4-5\t4\t0\t1\t1\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n100885\tHS-grad\t?\t6-8\t1\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n101750\tAssoc-V\tCleric.\t6-8\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n103687\tHS-grad\tCleric.\t6-8\t2\t0\t1\t1\t0\t1\t1\t1\t0\tGreat program. Love the discount. Signed happy customer.\n100761\tAssoc-A\tOther\t6-8\t3\t0\t1\t1\t0\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101919\t10th\tCrafts\t6-8\t4\t0\t1\t1\t1\t0\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101097\tBach.\tTechSup\t6-8\t6\t0\t1\t0\t1\t1\t1\t0\t0\tGreat program. Love the discount. Signed happy customer.\n101597\t11th\tHandler\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103780\t12th\t?\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103233\tBach.\tProf.\t1\t1\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104403\t1st-4th\tOther\t1\t1\t0\t0\t0\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100181\t\u003c Bach.\tOther\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104191\t\u003c Bach.\tSales\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101631\t\u003c Bach.\tCleric.\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103976\t\u003c Bach.\t?\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101095\t\u003c Bach.\tSales\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103841\t\u003c Bach.\tMachine\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103956\tHS-grad\tOther\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100604\tHS-grad\tProf.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104004\tHS-grad\tCleric.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103293\tHS-grad\tFarming\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104109\tHS-grad\tHandler\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102315\tBach.\tSales\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103544\tHS-grad\tCrafts\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102870\tHS-grad\tHandler\t1\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101032\tHS-grad\tCrafts\t1\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101779\tHS-grad\tSales\t1\t5\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103842\tBach.\tOther\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100861\tBach.\tCleric.\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102308\t\u003c Bach.\tProf.\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102526\t\u003c Bach.\tMachine\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102231\t\u003c Bach.\tTransp.\t2\t2\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104012\tBach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100148\t7th-8th\tOther\t2\t3\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103465\t\u003c Bach.\tTechSup\t2\t3\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101985\tAssoc-A\tFarming\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101920\tHS-grad\tCrafts\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100275\tBach.\tCleric.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100515\tProfsc\tProf.\t2\t4\t0\t0\t0\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103959\t1st-4th\tExec.\t2\t4\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104491\t\u003c Bach.\tCleric.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103875\tHS-grad\tCleric.\t2\t4\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104247\t10th\tMachine\t2\t5\t0\t1\t0\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100087\tBach.\tProf.\t2\t5\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104222\t\u003c Bach.\tExec.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102516\t\u003c Bach.\tProf.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103119\t\u003c Bach.\tSales\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103345\tHS-grad\tTransp.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103971\t10th\tProtec.\t2\t6\t0\t0\t0\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102274\t11th\t?\t2\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101895\t11th\tOther\t2\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101994\tHS-grad\tExec.\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103236\tHS-grad\tSales\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100841\tHS-grad\tHandler\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100431\t\u003c Bach.\tCrafts\t2\t7\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104108\tAssoc-V\t?\t2\t7\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100217\tHS-grad\tFarming\t2\t8\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100387\t7th-8th\tCrafts\t3\t1\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103606\t11th\tTransp.\t3\t3\t0\t1\t1\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104171\t\u003c Bach.\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101637\tAssoc-V\tTechSup\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101107\tHS-grad\tProtec.\t3\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101348\tBach.\tExec.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102983\tBach.\tMachine\t3\t4\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102625\t\u003c Bach.\tMachine\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102768\tHS-grad\tMachine\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100906\tMasters\tProf.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102482\t11th\tCrafts\t3\t5\t0\t0\t0\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102059\t11th\tTransp.\t3\t5\t0\t1\t0\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101166\tBach.\tCrafts\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103955\tHS-grad\tExec.\t3\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102944\tHS-grad\tCrafts\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101011\t10th\tTransp.\t3\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100283\t11th\tExec.\t3\t6\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101638\tBach.\tSales\t3\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n104266\tBach.\tSales\t3\t6\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100058\t\u003c Bach.\tFarming\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103468\tAssoc-A\tProf.\t3\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103392\tHS-grad\tMachine\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102756\tHS-grad\tFarming\t3\t8\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101243\t11th\t?\t9+\t1\t0\t1\t1\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101244\tHS-grad\tFarming\t9+\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103909\tHS-grad\tFarming\t9+\t2\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101710\t12th\tHandler\t9+\t3\t0\t0\t0\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100619\tHS-grad\tSales\t9+\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102864\t11th\tOther\t9+\t4\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101623\t12th\tHouse-s\t9+\t4\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103368\t7th-8th\tCrafts\t9+\t4\t0\t1\t1\t1\t0\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103325\tHS-grad\tTransp.\t9+\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101265\tMasters\tProtec.\t9+\t5\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103576\tHS-grad\tHandler\t9+\t6\t0\t0\t0\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100571\tHS-grad\tCleric.\t4-5\t2\t0\t1\t1\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103175\tBach.\tCleric.\t4-5\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n103192\tHS-grad\tTechSup\t4-5\t3\t0\t0\t0\t0\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100954\tProfsc\tSales\t4-5\t4\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n102411\tHS-grad\tSales\t4-5\t7\t0\t1\t1\t1\t1\t1\t0\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101099\t9th\tSales\t6-8\t1\t0\t1\t1\t0\t0\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n101957\tHS-grad\tTransp.\t6-8\t3\t0\t1\t1\t0\t1\t1\t1\t0\tI love the discounts. But I mostly end upbuying things I do not need.\n100722\tAssoc-V\tExec.\t2\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103273\tHS-grad\tCleric.\t2\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101522\tMasters\tProf.\t2\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100323\t\u003c Bach.\tProf.\t2\t5\t1\t1\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103290\tMasters\tProf.\t2\t5\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103085\tAssoc-V\tExec.\t2\t6\t1\t1\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n104216\tBach.\tExec.\t3\t3\t1\t0\t0\t0\t1\t1\t1\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n104474\tBach.\tExec.\t3\t3\t1\t1\t1\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102882\tHS-grad\tExec.\t3\t3\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102242\tMasters\tExec.\t3\t3\t1\t1\t1\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101400\t9th\tMachine\t3\t4\t1\t0\t0\t1\t0\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102394\tBach.\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102868\tBach.\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100838\tBach.\tExec.\t3\t4\t1\t0\t0\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100709\tBach.\tSales\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100853\tBach.\tSales\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103308\tBach.\tSales\t3\t4\t1\t0\t0\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101239\t\u003c Bach.\tCrafts\t3\t4\t1\t1\t0\t0\t1\t1\t1\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101012\t\u003c Bach.\tTechSup\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103317\tHS-grad\tExec.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103935\tHS-grad\tMachine\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100406\tBach.\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103799\tBach.\tProf.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102850\tBach.\tSales\t3\t5\t1\t1\t1\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103548\t\u003c Bach.\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103816\tHS-grad\tCrafts\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100063\tHS-grad\tTechSup\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103914\t10th\tCrafts\t3\t6\t1\t1\t1\t1\t0\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102501\tBach.\tExec.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103346\tBach.\tProf.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101735\tAssoc-A\tSales\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100950\tHS-grad\tSales\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100233\tHS-grad\tCrafts\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102731\tMasters\tExec.\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101699\tBach.\tSales\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101086\tProfsc\tProf.\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n101679\t\u003c Bach.\tCrafts\t3\t7\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100266\tAssoc-A\tSales\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102641\tHS-grad\tExec.\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n104345\tHS-grad\tTransp.\t3\t7\t1\t1\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102230\tPhD\tProf.\t3\t8\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100372\t\u003c Bach.\tExec.\t3\t10\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n104298\tMasters\tSales\t3\t10\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103747\tAssoc-A\tProf.\t9+\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100727\t\u003c Bach.\t?\t4-5\t1\t1\t1\t1\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n103537\t\u003c Bach.\t?\t4-5\t1\t1\t1\t1\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102112\tAssoc-A\tCleric.\t4-5\t3\t1\t0\t0\t0\t1\t1\t1\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102708\tBach.\tCleric.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102418\tHS-grad\tMachine\t4-5\t4\t1\t0\t0\t0\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100816\tMasters\tExec.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102468\t\u003c Bach.\tProf.\t4-5\t5\t1\t1\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n102165\t\u003c Bach.\tCleric.\t4-5\t5\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100330\tMasters\t?\t4-5\t5\t1\t0\t0\t1\t1\t1\t0\t0\tIf I forget my affinity card, can I still shop here and get the discount?\n100540\tMasters\tProf.\t2\t5\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100009\tBach.\tProf.\t3\t3\t1\t0\t0\t0\t1\t1\t1\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103563\t\u003c Bach.\tCrafts\t3\t3\t1\t1\t0\t0\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102919\tHS-grad\tCrafts\t3\t3\t1\t0\t0\t0\t1\t1\t1\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n104288\tHS-grad\tTechSup\t3\t3\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103353\tPhD\tProf.\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103062\tBach.\tProf.\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103723\t\u003c Bach.\tExec.\t3\t4\t1\t1\t1\t0\t1\t1\t1\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102324\t\u003c Bach.\tTechSup\t3\t4\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100173\tAssoc-A\tProf.\t3\t4\t1\t1\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102994\tHS-grad\tTransp.\t3\t4\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102796\tPhD\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102275\tBach.\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103706\tBach.\tExec.\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102643\tBach.\tProf.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100997\t\u003c Bach.\tSales\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103601\t\u003c Bach.\tCrafts\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101373\t\u003c Bach.\tFarming\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101826\tAssoc-A\tExec.\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100629\tAssoc-V\tCrafts\t3\t5\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101214\tHS-grad\tOther\t3\t5\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103898\tBach.\tExec.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100528\t\u003c Bach.\tTechSup\t3\t6\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n104090\tMasters\tProf.\t3\t6\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n103277\tHS-grad\tFarming\t3\t7\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n102720\tHS-grad\tProtec.\t3\t12\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101219\t\u003c Bach.\tExec.\t4-5\t1\t1\t0\t0\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100769\tBach.\tExec.\t4-5\t3\t1\t0\t0\t0\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100035\tBach.\tProf.\t4-5\t4\t1\t1\t0\t0\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101116\t\u003c Bach.\tCleric.\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n104081\tHS-grad\tCrafts\t4-5\t4\t1\t1\t1\t1\t1\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n101694\t12th\tCleric.\t4-5\t5\t1\t1\t1\t1\t0\t1\t0\t0\tThank you! But I am very unhappy with all the junk mail you keep sending.\n100335\t10th\tCleric.\t1\t1\t0\t1\t1\t0\t0\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101905\t\u003c Bach.\tOther\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101588\t\u003c Bach.\tProf.\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101896\t\u003c Bach.\tCleric.\t1\t1\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102807\tHS-grad\t?\t1\t1\t0\t1\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101424\tBach.\tCleric.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101628\t\u003c Bach.\t?\t1\t2\t0\t1\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100284\t\u003c Bach.\t?\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101060\t\u003c Bach.\tSales\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103507\t\u003c Bach.\tCleric.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104205\t\u003c Bach.\tHandler\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103295\tHS-grad\tOther\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100728\tHS-grad\tSales\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102054\tHS-grad\tCleric.\t1\t2\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101281\tHS-grad\tHandler\t1\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101394\t9th\tOther\t1\t3\t0\t1\t1\t0\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101220\t11th\tMachine\t1\t3\t0\t1\t1\t0\t0\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103809\tBach.\tSales\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102337\tBach.\tTechSup\t1\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104330\tBach.\tTechSup\t1\t3\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102328\t\u003c Bach.\tExec.\t2\t2\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102043\t\u003c Bach.\tOther\t2\t2\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101212\t\u003c Bach.\tCleric.\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104184\tHS-grad\t?\t2\t2\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102822\tHS-grad\tCrafts\t2\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101936\tBach.\tExec.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100248\tBach.\tSales\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102292\t\u003c Bach.\tCrafts\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103938\t\u003c Bach.\tCleric.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102800\t\u003c Bach.\tMachine\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102988\tHS-grad\tOther\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103918\tHS-grad\tProf.\t2\t3\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100483\tHS-grad\tHandler\t2\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101953\tBach.\tProf.\t2\t4\t0\t0\t0\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100411\tAssoc-V\tCrafts\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102799\tHS-grad\tCleric.\t2\t4\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103025\tHS-grad\tFarming\t2\t4\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103659\t\u003c Bach.\tExec.\t2\t5\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102776\t\u003c Bach.\tCleric.\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100367\tHS-grad\tOther\t2\t5\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103703\tHS-grad\tExec.\t2\t6\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101248\tHS-grad\tSales\t2\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100092\tBach.\tHandler\t2\t7\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102659\t\u003c Bach.\tSales\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101180\tHS-grad\tExec.\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104055\tHS-grad\tExec.\t2\t7\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102113\tHS-grad\t?\t3\t0\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101634\tBach.\tSales\t3\t2\t0\t1\t1\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100836\t\u003c Bach.\tFarming\t3\t2\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104252\t11th\tSales\t3\t3\t0\t0\t0\t0\t0\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103804\t11th\tCrafts\t3\t3\t0\t1\t1\t0\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101317\tProfsc\tExec.\t3\t3\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102750\t7th-8th\tOther\t3\t3\t0\t0\t0\t0\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102335\t7th-8th\tHandler\t3\t3\t0\t1\t1\t0\t0\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101768\t\u003c Bach.\tCrafts\t3\t3\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102920\tAssoc-V\tCleric.\t3\t3\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102631\tHS-grad\tExec.\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103855\tHS-grad\tCrafts\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103998\tHS-grad\tCleric.\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103404\tHS-grad\tHandler\t3\t3\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101955\tHS-grad\tTransp.\t3\t3\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100445\t9th\tOther\t3\t4\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101159\t11th\tCrafts\t3\t4\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101646\tBach.\tTechSup\t3\t4\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100746\t7th-8th\tCrafts\t3\t4\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101516\t\u003c Bach.\tExec.\t3\t4\t0\t0\t0\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102531\t\u003c Bach.\tSales\t3\t4\t0\t1\t1\t0\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104393\t\u003c Bach.\tCleric.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100928\tHS-grad\tCleric.\t3\t4\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101318\tHS-grad\tTransp.\t3\t4\t0\t0\t0\t0\t1\t1\t1\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100344\tBach.\tProf.\t3\t5\t0\t1\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103303\tBach.\tTechSup\t3\t5\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103410\t5th-6th\tMachine\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100999\t7th-8th\tCrafts\t3\t5\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n103191\tHS-grad\t?\t3\t5\t0\t1\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102071\tBach.\tExec.\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n101403\t7th-8th\tMachine\t3\t6\t0\t1\t1\t1\t0\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102492\t\u003c Bach.\tCrafts\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102675\t\u003c Bach.\tCrafts\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104141\t\u003c Bach.\tTechSup\t3\t6\t0\t0\t0\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n100450\tHS-grad\tOther\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102170\tHS-grad\tMachine\t3\t6\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102152\tHS-grad\t?\t3\t7\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n104076\t\u003c Bach.\tExec.\t3\t8\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n102964\t\u003c Bach.\tExec.\t3\t9\t0\t1\t1\t1\t1\t1\t0\t0\tDon\u0027t send me any more promotions. I get too much lousy junk mail already\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_1286277247", - "id": "20220310-154209_988989818", - "dateCreated": "2018-02-04T02:48:08+0000", - "dateStarted": "2022-03-10T15:32:02+0000", - "dateFinished": "2022-03-10T15:32:14+0000", - "status": "FINISHED" - }, - { - "title": "Count number of records in SUPPLEMENTARY_DEMOGRAPHICS table", - "text": "%sql\n\nSELECT COUNT(*) FROM SH.SUPPLEMENTARY_DEMOGRAPHICS;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:14+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 4.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 84.0278, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "COUNT(*)": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "COUNT(*)\n4500\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1173870980", - "id": "20220310-154209_147620110", - "dateCreated": "2019-07-22T19:47:24+0000", - "dateStarted": "2022-03-10T15:32:14+0000", - "dateFinished": "2022-03-10T15:32:14+0000", - "status": "FINISHED" - }, - { - "title": "Show distribution of AFFINITY_CARD responders", - "text": "%sql\n\n-- In this data set, hyper-responders to the Affinity Card loyalty program are represented as 1\u0027s. In this example, we target customers of this type.\n-- Click on the bar chart icon and expand settings. Drag AFFINITY_CARD to Keys, CUST_ID Values, with nothing in Groups. Click CUST_ID in Values and select count. \n\nSELECT CUST_ID, AFFINITY_CARD FROM SH.SUPPLEMENTARY_DEMOGRAPHICS;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:15+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 8.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "multiBarChart", - "height": 300.0, - "optionOpen": false, - "setting": { - "multiBarChart": { - "rotate": { - "degree": "-45" - }, - "xLabelStatus": "default" - } - }, - "commonSetting": {}, - "keys": [ - { - "name": "AFFINITY_CARD", - "index": 1.0, - "aggr": "sum" - } - ], - "groups": [], - "values": [ - { - "name": "CUST_ID", - "index": 0.0, - "aggr": "count" - } - ] - }, - "helium": {} - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": 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Bach.\t0\t1\t2\tSales\t0\t1\t7\t0\n0\t1\t0\t101180\tHS-grad\t0\t1\t2\tExec.\t0\t1\t7\t0\n0\t1\t0\t104055\tHS-grad\t0\t1\t2\tExec.\t0\t1\t7\t0\n0\t1\t1\t102113\tHS-grad\t1\t1\t3\t?\t0\t1\t0\t0\n0\t1\t1\t101634\tBach.\t1\t0\t3\tSales\t0\t1\t2\t1\n0\t1\t0\t100836\t\u003c Bach.\t0\t1\t3\tFarming\t0\t1\t2\t0\n0\t0\t0\t104252\t11th\t0\t0\t3\tSales\t0\t1\t3\t1\n0\t0\t1\t103804\t11th\t1\t0\t3\tCrafts\t0\t1\t3\t0\n0\t1\t0\t101317\tProfsc\t0\t1\t3\tExec.\t0\t1\t3\t0\n0\t0\t0\t102750\t7th-8th\t0\t0\t3\tOther\t0\t1\t3\t0\n0\t0\t1\t102335\t7th-8th\t1\t0\t3\tHandler\t0\t1\t3\t1\n0\t1\t0\t101768\t\u003c Bach.\t0\t0\t3\tCrafts\t0\t1\t3\t1\n0\t1\t0\t102920\tAssoc-V\t0\t0\t3\tCleric.\t0\t1\t3\t1\n0\t1\t1\t102631\tHS-grad\t1\t0\t3\tExec.\t0\t1\t3\t0\n0\t1\t1\t103855\tHS-grad\t1\t0\t3\tCrafts\t0\t1\t3\t0\n0\t1\t1\t103998\tHS-grad\t1\t0\t3\tCleric.\t0\t1\t3\t0\n0\t1\t0\t103404\tHS-grad\t0\t1\t3\tHandler\t0\t1\t3\t0\n0\t1\t1\t101955\tHS-grad\t1\t0\t3\tTransp.\t0\t1\t3\t0\n0\t0\t1\t100445\t9th\t1\t1\t3\tOther\t0\t1\t4\t0\n0\t0\t1\t101159\t11th\t1\t1\t3\tCrafts\t0\t1\t4\t0\n0\t1\t0\t101646\tBach.\t0\t1\t3\tTechSup\t0\t1\t4\t0\n0\t0\t1\t100746\t7th-8th\t1\t1\t3\tCrafts\t0\t1\t4\t0\n0\t1\t0\t101516\t\u003c Bach.\t0\t0\t3\tExec.\t0\t1\t4\t0\n0\t1\t1\t102531\t\u003c Bach.\t1\t0\t3\tSales\t0\t1\t4\t0\n0\t1\t1\t104393\t\u003c Bach.\t1\t1\t3\tCleric.\t0\t1\t4\t0\n0\t1\t1\t100928\tHS-grad\t1\t1\t3\tCleric.\t0\t1\t4\t0\n0\t1\t0\t101318\tHS-grad\t0\t0\t3\tTransp.\t0\t1\t4\t1\n0\t1\t1\t100344\tBach.\t0\t1\t3\tProf.\t0\t1\t5\t0\n0\t1\t1\t103303\tBach.\t1\t1\t3\tTechSup\t0\t1\t5\t0\n0\t0\t1\t103410\t5th-6th\t1\t1\t3\tMachine\t0\t1\t5\t0\n0\t0\t1\t100999\t7th-8th\t1\t1\t3\tCrafts\t0\t1\t5\t0\n0\t1\t1\t103191\tHS-grad\t0\t1\t3\t?\t0\t1\t5\t0\n0\t1\t1\t102071\tBach.\t1\t1\t3\tExec.\t0\t1\t6\t0\n0\t0\t1\t101403\t7th-8th\t1\t1\t3\tMachine\t0\t1\t6\t0\n0\t1\t1\t102492\t\u003c Bach.\t1\t1\t3\tCrafts\t0\t1\t6\t0\n0\t1\t1\t102675\t\u003c Bach.\t1\t1\t3\tCrafts\t0\t1\t6\t0\n0\t1\t0\t104141\t\u003c Bach.\t0\t1\t3\tTechSup\t0\t1\t6\t0\n0\t1\t1\t100450\tHS-grad\t1\t1\t3\tOther\t0\t1\t6\t0\n0\t1\t1\t102170\tHS-grad\t1\t1\t3\tMachine\t0\t1\t6\t0\n0\t1\t1\t102152\tHS-grad\t1\t1\t3\t?\t0\t1\t7\t0\n0\t1\t1\t104076\t\u003c Bach.\t1\t1\t3\tExec.\t0\t1\t8\t0\n0\t1\t1\t102964\t\u003c Bach.\t1\t1\t3\tExec.\t0\t1\t9\t0\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1684540148", - "id": "20220310-154209_1539051936", - "dateCreated": "2018-02-05T20:34:03+0000", - "dateStarted": "2022-03-10T15:32:18+0000", - "dateFinished": "2022-03-10T15:32:18+0000", - "status": "FINISHED" - }, - { - "title": "Create train and test data sets (60/40) for model build and test", - "text": "%script\n\nCREATE OR REPLACE VIEW TRAIN_DATA_CLAS AS SELECT * FROM DEMOGRAPHICS4_V SAMPLE (60) SEED (1);\nCREATE OR REPLACE VIEW TEST_DATA_CLAS AS SELECT * FROM DEMOGRAPHICS4_V MINUS SELECT * FROM TRAIN_DATA_CLAS;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:18+0000", - "progress": 0, - "config": { - "lineNumbers": false, - "tableHide": false, - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "graph": { - "mode": "table", - "optionOpen": false, - "keys": [], - "values": [], - "scatter": {}, - "groups": [], - "height": 300.0 - }, - "enabled": true - }, - "settings": { - "params": { - "PREDICTION": "\u00271\u0027" - }, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nView TRAIN_DATA_CLAS created.\n\n\n---------------------------\n\nView TEST_DATA_CLAS created.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_1788184496", - "id": "20220310-154209_475125155", - "dateCreated": "2018-02-04T03:05:02+0000", - "dateStarted": "2022-03-10T15:32:19+0000", - "dateFinished": "2022-03-10T15:32:19+0000", - "status": "FINISHED" - }, - { - "text": "%md\n\n### Examples of possible setting overrides for XGBoost \n\nIf the user does not override the default settings, then relevant settings are determined by the algorithm\n\nA complete list of settings can be found in the Documentation link:\n\n-- Algorithm Settings: \u003ca href\u003d\"https://docs.oracle.com/en/database/oracle/oracle-database/21/arpls/DBMS_DATA_MINING.html#GUID-443B3D58-8B74-422E-8E51-C8F609249B2C\" onclick\u003d\"return ! window.open(\u0027https://docs.oracle.com/en/database/oracle/oracle-database/21/arpls/DBMS_DATA_MINING.html#GUID-443B3D58-8B74-422E-8E51-C8F609249B2C\u0027);\"\u003eXGBoost\u003c/a\u003e\n\n \n-- Switch between booster - gblinear, gbtree, dart\n By default the system uses the gbtree. The parameters are similar for gbtree and dart, but has more difference comparing to gblinear\n\n v_setlst(\u0027booster\u0027) :\u003d \u0027gblinear\u0027;\n v_setlst(\u0027booster\u0027) :\u003d \u0027gbtree\u0027;\n v_setlst(\u0027booster\u0027) :\u003d \u0027dart\u0027;\n\n \n-- regularization parameters for all boosters\n v_setlst(\u0027alpha\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027eta\u0027) :\u003d \u00270.3\u0027;\n v_setlst(\u0027lambda\u0027) :\u003d \u00270.3\u0027;\n \n-- regularization parameters for tree based boosters: gbtree, dart\n v_setlst(\u0027gamma\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027max_delta_step\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027max_depth\u0027) :\u003d \u00276\u0027;\n v_setlst(\u0027max_leaves\u0027) :\u003d \u002710\u0027;\n v_setlst(\u0027min_child_weight\u0027):\u003d \u00271\u0027;\n \n-- subsampling methods for tree based boosters: gbtree, dart \n v_setlst(\u0027colsample_bylevel\u0027) :\u003d \u00271\u0027;\n v_setlst(\u0027colsample_bynode\u0027) :\u003d \u00271\u0027;\n v_setlst(\u0027colsample_bytree\u0027) :\u003d \u00271\u0027;\n \n-- Num of iteration rounds \n v_setlst(\u0027num_round\u0027) :\u003d \u0027100\u0027;\n \n-- For binary classification tasks, the objective is \n v_setlst(\u0027objective\u0027) :\u003d \u0027binary:logistic\u0027;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:19+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch3\u003eExamples of possible setting overrides for XGBoost\u003c/h3\u003e\n\u003cp\u003eIf the user does not override the default settings, then relevant settings are determined by the algorithm\u003c/p\u003e\n\u003cp\u003eA complete list of settings can be found in the Documentation link:\u003c/p\u003e\n\u003cp\u003e\u0026ndash; Algorithm Settings: \u003ca href\u003d\"https: //docs.oracle.com/en/database/oracle/oracle-database/21/arpls/DBMS_DATA_MINING.html#GUID-443B3D58-8B74-422E-8E51-C8F609249B2C\" onclick\u003d\"return ! window.open(\u0027https://docs.oracle.com/en/database/oracle/oracle-database/21/arpls/DBMS_DATA_MINING.html#GUID-443B3D58-8B74-422E-8E51-C8F609249B2C\u0027);\"\u003eXGBoost\u003c/a\u003e\u003c/p\u003e\n\u003cp\u003e\u0026ndash; Switch between booster - gblinear, gbtree, dart\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003e By default the system uses the gbtree. The parameters are similar for gbtree and dart, but has more difference comparing to gblinear\n\nv_setlst(\u0027booster\u0027) :\u003d \u0027gblinear\u0027;\nv_setlst(\u0027booster\u0027) :\u003d \u0027gbtree\u0027;\nv_setlst(\u0027booster\u0027) :\u003d \u0027dart\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u0026ndash; regularization parameters for all boosters\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ev_setlst(\u0027alpha\u0027) :\u003d \u00270.1\u0027;\nv_setlst(\u0027eta\u0027) :\u003d \u00270.3\u0027;\nv_setlst(\u0027lambda\u0027) :\u003d \u00270.3\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u0026ndash; regularization parameters for tree based boosters: gbtree, dart\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ev_setlst(\u0027gamma\u0027) :\u003d \u00270.1\u0027;\nv_setlst(\u0027max_delta_step\u0027) :\u003d \u00270.1\u0027;\nv_setlst(\u0027max_depth\u0027) :\u003d \u00276\u0027;\nv_setlst(\u0027max_leaves\u0027) :\u003d \u002710\u0027;\nv_setlst(\u0027min_child_weight\u0027):\u003d \u00271\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u0026ndash; subsampling methods for tree based boosters: gbtree, dart\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ev_setlst(\u0027colsample_bylevel\u0027) :\u003d \u00271\u0027;\nv_setlst(\u0027colsample_bynode\u0027) :\u003d \u00271\u0027;\nv_setlst(\u0027colsample_bytree\u0027) :\u003d \u00271\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u0026ndash; Num of iteration rounds\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ev_setlst(\u0027num_round\u0027) :\u003d \u0027100\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n\u003cp\u003e\u0026ndash; For binary classification tasks, the objective is\u003c/p\u003e\n\u003cpre\u003e\u003ccode\u003ev_setlst(\u0027objective\u0027) :\u003d \u0027binary:logistic\u0027;\n\u003c/code\u003e\u003c/pre\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_1339697667", - "id": "20220310-154209_189410294", - "dateCreated": "2021-08-16T19:03:57+0000", - "dateStarted": "2022-03-10T15:32:19+0000", - "dateFinished": "2022-03-10T15:32:19+0000", - "status": "FINISHED" - }, - { - "title": "Build a XGBoost model using default settings", - "text": "%script\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027XGBOOST_CLASS_MODEL\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\nBEGIN\n v_setlst(\u0027ALGO_NAME\u0027) :\u003d \u0027ALGO_XGBOOST\u0027;\n v_setlst(\u0027PREP_AUTO\u0027) :\u003d \u0027ON\u0027;\n \n dbms_data_mining.create_model2(\n MODEL_NAME \u003d\u003e \u0027XGBOOST_CLASS_MODEL\u0027,\n MINING_FUNCTION \u003d\u003e \u0027CLASSIFICATION\u0027,\n DATA_QUERY \u003d\u003e \u0027SELECT * FROM TRAIN_DATA_CLAS\u0027,\n CASE_ID_COLUMN_NAME \u003d\u003e \u0027CUST_ID\u0027,\n TARGET_COLUMN_NAME \u003d\u003e \u0027AFFINITY_CARD\u0027,\n SET_LIST \u003d\u003e v_setlst);\nEND;\n/\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:20+0000", - "progress": 0, - "config": { - "lineNumbers": false, - "tableHide": false, - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "editorHide": false, - "fontSize": 9.0, - "title": true, - "results": {}, - "graph": { - "mode": "table", - "optionOpen": false, - "keys": [], - "values": [], - "scatter": {}, - "groups": [], - "height": 300.0 - }, - "enabled": true - }, - "settings": { - "params": { - "PREDICTION": "\u00271\u0027" - }, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_106096936", - "id": "20220310-154209_501080552", - "dateCreated": "2019-08-07T22:53:27+0000", - "dateStarted": "2022-03-10T15:32:20+0000", - "dateFinished": "2022-03-10T15:32:22+0000", - "status": "FINISHED" - }, - { - "title": "Build a XGBoost model using linear booster", - "text": "%script\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027XGBOOST_CLASS_MODEL\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\nBEGIN\n v_setlst(\u0027ALGO_NAME\u0027) :\u003d \u0027ALGO_XGBOOST\u0027;\n v_setlst(\u0027PREP_AUTO\u0027) :\u003d \u0027ON\u0027;\n v_setlst(\u0027objective\u0027) :\u003d \u0027binary:logistic\u0027;\n v_setlst(\u0027booster\u0027) :\u003d \u0027gblinear\u0027;\n v_setlst(\u0027alpha\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027eval_metric\u0027):\u003d \u0027error,auc\u0027; \n v_setlst(\u0027num_round\u0027) :\u003d \u002710\u0027; \n \n dbms_data_mining.create_model2(\n MODEL_NAME \u003d\u003e \u0027XGBOOST_CLASS_MODEL\u0027,\n MINING_FUNCTION \u003d\u003e \u0027CLASSIFICATION\u0027,\n DATA_QUERY \u003d\u003e \u0027SELECT * FROM TRAIN_DATA_CLAS\u0027,\n CASE_ID_COLUMN_NAME \u003d\u003e \u0027CUST_ID\u0027,\n TARGET_COLUMN_NAME \u003d\u003e \u0027AFFINITY_CARD\u0027,\n SET_LIST \u003d\u003e v_setlst);\nEND;\n/\n\n\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:22+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_1494187442", - "id": "20220310-154209_643289826", - "dateCreated": "2021-07-15T20:46:58+0000", - "dateStarted": "2022-03-10T15:32:23+0000", - "dateFinished": "2022-03-10T15:32:24+0000", - "status": "FINISHED" - }, - { - "title": "Build a XGBoost model using dart booster", - "text": "%script \n\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027XGBOOST_CLASS_MODEL\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\n \nBEGIN\n v_setlst(\u0027PREP_AUTO\u0027) :\u003d \u0027ON\u0027;\n v_setlst(\u0027ALGO_NAME\u0027) :\u003d \u0027ALGO_XGBOOST\u0027;\n v_setlst(\u0027objective\u0027) :\u003d \u0027binary:logistic\u0027;\n v_setlst(\u0027booster\u0027) :\u003d \u0027dart\u0027;\n v_setlst(\u0027eval_metric\u0027) :\u003d \u0027error,auc\u0027; \n v_setlst(\u0027num_round\u0027) :\u003d \u002720\u0027;\n \n v_setlst(\u0027alpha\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027eta\u0027) :\u003d \u00270.3\u0027;\n v_setlst(\u0027lambda\u0027) :\u003d \u00271\u0027;\n v_setlst(\u0027gamma\u0027) :\u003d \u00270\u0027;\n v_setlst(\u0027max_delta_step\u0027) :\u003d \u00270\u0027;\n v_setlst(\u0027max_depth\u0027) :\u003d \u00276\u0027;\n v_setlst(\u0027min_child_weight\u0027) :\u003d \u00271\u0027;\n\n\n v_setlst(\u0027colsample_bylevel\u0027) :\u003d \u00270.9\u0027;\n v_setlst(\u0027colsample_bynode\u0027) :\u003d \u00270.9\u0027;\n v_setlst(\u0027colsample_bytree\u0027) :\u003d \u00270.9\u0027;\n \n v_setlst(\u0027one_drop\u0027) :\u003d \u00270\u0027;\n v_setlst(\u0027normalize_type\u0027) :\u003d \u0027tree\u0027;\n v_setlst(\u0027rate_drop\u0027) :\u003d \u00270\u0027;\n \n DBMS_DATA_MINING.CREATE_MODEL2(\n MODEL_NAME \u003d\u003e \u0027XGBOOST_CLASS_MODEL\u0027,\n MINING_FUNCTION \u003d\u003e \u0027CLASSIFICATION\u0027,\n DATA_QUERY \u003d\u003e \u0027SELECT * FROM TRAIN_DATA_V\u0027,\n CASE_ID_COLUMN_NAME \u003d\u003e \u0027CUST_ID\u0027,\n TARGET_COLUMN_NAME \u003d\u003e \u0027YRS_RESIDENCE\u0027,\n SET_LIST \u003d\u003e v_setlst);\nEND;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:24+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1072942938", - "id": "20220310-154209_884598598", - "dateCreated": "2021-08-13T19:26:38+0000", - "dateStarted": "2022-03-10T15:32:24+0000", - "dateFinished": "2022-03-10T15:32:25+0000", - "status": "FINISHED" - }, - { - "title": "Build a XGBoost model using tree booster", - "text": "%script\n\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027XGBOOST_CLASS_MODEL\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\nBEGIN\n v_setlst(\u0027ALGO_NAME\u0027) :\u003d \u0027ALGO_XGBOOST\u0027;\n v_setlst(\u0027PREP_AUTO\u0027) :\u003d \u0027ON\u0027;\n v_setlst(\u0027objective\u0027) :\u003d \u0027binary:logistic\u0027;\n v_setlst(\u0027booster\u0027) :\u003d \u0027gbtree\u0027;\n v_setlst(\u0027eval_metric\u0027) :\u003d \u0027error,auc\u0027; \n v_setlst(\u0027num_round\u0027) :\u003d \u002710\u0027; \n \n v_setlst(\u0027max_depth\u0027) :\u003d \u00275\u0027;\n v_setlst(\u0027eta\u0027) :\u003d \u00270.5\u0027;\n v_setlst(\u0027gamma\u0027) :\u003d \u00270.1\u0027;\n v_setlst(\u0027max_delta_step\u0027) :\u003d \u00270\u0027;\n v_setlst(\u0027min_child_weight\u0027):\u003d \u00272\u0027;\n \n \n v_setlst(\u0027colsample_bylevel\u0027) :\u003d \u00270.9\u0027;\n v_setlst(\u0027colsample_bynode\u0027) :\u003d \u00270.9\u0027;\n v_setlst(\u0027colsample_bytree\u0027) :\u003d \u00270.9\u0027;\n \n dbms_data_mining.create_model2(\n MODEL_NAME \u003d\u003e \u0027XGBOOST_CLASS_MODEL\u0027,\n MINING_FUNCTION \u003d\u003e \u0027CLASSIFICATION\u0027,\n DATA_QUERY \u003d\u003e \u0027select * from TRAIN_DATA_CLAS\u0027,\n CASE_ID_COLUMN_NAME \u003d\u003e \u0027cust_id\u0027,\n TARGET_COLUMN_NAME \u003d\u003e \u0027affinity_card\u0027,\n SET_LIST \u003d\u003e v_setlst);\nEND;\n/\n\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:25+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-555467417", - "id": "20220310-154209_1861644220", - "dateCreated": "2021-07-15T19:59:55+0000", - "dateStarted": "2022-03-10T15:32:26+0000", - "dateFinished": "2022-03-10T15:32:27+0000", - "status": "FINISHED" - }, - { - "title": "Get list of model views", - "text": "%sql \n\nSELECT VIEW_NAME, VIEW_TYPE \n FROM USER_MINING_MODEL_VIEWS\n WHERE MODEL_NAME\u003d\u0027XGBOOST_CLASS_MODEL\u0027\n ORDER BY VIEW_NAME;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:27+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 254.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "VIEW_NAME": "string", - "VIEW_TYPE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "VIEW_NAME\tVIEW_TYPE\nDM$VCXGBOOST_CLASS_MODEL\tScoring Cost Matrix\nDM$VGXGBOOST_CLASS_MODEL\tGlobal Name-Value Pairs\nDM$VIXGBOOST_CLASS_MODEL\tXGBoost Attribute Importance\nDM$VSXGBOOST_CLASS_MODEL\tComputed Settings\nDM$VTXGBOOST_CLASS_MODEL\tClassification Targets\nDM$VWXGBOOST_CLASS_MODEL\tModel Build Alerts\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_64475530", - "id": "20220310-154209_475402539", - "dateCreated": "2020-05-18T23:28:43+0000", - "dateStarted": "2022-03-10T15:32:27+0000", - "dateFinished": "2022-03-10T15:32:27+0000", - "status": "FINISHED" - }, - { - "title": "Get attribute importance of XGBoost model", - "text": "%sql\n\nSELECT * from DM$VIXGBOOST_CLASS_MODEL;\n\n\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:27+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "PNAME": "string", - "ATTRIBUTE_NAME": "string", - "ATTRIBUTE_SUBNAME": "string", - "ATTRIBUTE_VALUE": "string", - "GAIN": "string", - "COVER": "string", - "FREQUENCY": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "PNAME\tATTRIBUTE_NAME\tATTRIBUTE_SUBNAME\tATTRIBUTE_VALUE\tGAIN\tCOVER\tFREQUENCY\n\tY_BOX_GAMES\t\t\t0.05642102757853418\t0.045352438167492834\t0.04\n\tHOUSEHOLD_SIZE\t\t6-8\t0.028414936452016478\t0.05967436792095228\t0.02666666666666667\n\tBOOKKEEPING_APPLICATION\t\t\t0.025166500002408675\t0.036206521797983414\t0.02666666666666667\n\tOCCUPATION\t\tCleric.\t0.005305432827481024\t0.003973904508312944\t0.02\n\tHOME_THEATER_PACKAGE\t\t\t0.00821429348045774\t0.0069768753139208195\t0.04\n\tOCCUPATION\t\tHandler\t0.008796731533972205\t0.02697920639050644\t0.013333333333333334\n\tOCCUPATION\t\tProf.\t0.07065978021625259\t0.06362235924969442\t0.05333333333333334\n\tEDUCATION\t\tAssoc-V\t0.002097091576633779\t0.005483620327760876\t0.013333333333333334\n\tBULK_PACK_DISKETTES\t\t\t0.0071147830051702205\t0.008157424013476253\t0.02666666666666667\n\tFLAT_PANEL_MONITOR\t\t\t0.011315778509940583\t0.006032646636401202\t0.04666666666666667\n\tHOUSEHOLD_SIZE\t\t9+\t0.1069329513300011\t0.08273714283681989\t0.07333333333333333\n\tOCCUPATION\t\tFarming\t0.010156160902857985\t0.02969418143544608\t0.013333333333333334\n\tHOUSEHOLD_SIZE\t\t2\t0.12548333838904552\t0.09789590941361925\t0.06666666666666667\n\tEDUCATION\t\tBach.\t0.02779163809086659\t0.037007746276901114\t0.04\n\tEDUCATION\t\t\u003c Bach.\t0.006586630701658392\t0.019674893241012185\t0.03333333333333333\n\tEDUCATION\t\tProfsc\t0.005668887904731169\t0.004816619878967209\t0.013333333333333334\n\tEDUCATION\t\tMasters\t0.02625028773997895\t0.030659469021954787\t0.04666666666666667\n\tOCCUPATION\t\tTechSup\t0.007350185278295175\t0.03226983361073671\t0.02\n\tOCCUPATION\t\t?\t4.349680366638612E-4\t8.474494289767078E-4\t0.006666666666666667\n\tOCCUPATION\t\tExec.\t0.05900202782356984\t0.04621000116500638\t0.04666666666666667\n\tOCCUPATION\t\tOther\t0.018771025753704103\t0.025409509430186078\t0.013333333333333334\n\tHOUSEHOLD_SIZE\t\t4-5\t0.0436048550056072\t0.039230846908307866\t0.03333333333333333\n\tOCCUPATION\t\tProtec.\t0.0016660288107232706\t0.013967247234492166\t0.006666666666666667\n\tYRS_RESIDENCE\t\t\t0.2843538534345158\t0.18147410315979082\t0.19333333333333333\n\tEDUCATION\t\tAssoc-A\t0.0021706675040624995\t0.007014881960261042\t0.013333333333333334\n\tHOUSEHOLD_SIZE\t\t1\t0.04053917197770613\t0.06861927280424968\t0.02666666666666667\n\tOCCUPATION\t\tSales\t0.009730966133145428\t0.020011527866770323\t0.04666666666666667\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1962987506", - "id": "20220310-154209_68030593", - "dateCreated": "2020-05-18T23:34:26+0000", - "dateStarted": "2022-03-10T15:32:28+0000", - "dateFinished": "2022-03-10T15:32:28+0000", - "status": "FINISHED" - }, - { - "title": "Get target information ", - "text": "%sql\n\nSELECT * from DM$VTXGBOOST_CLASS_MODEL;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:28+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "PARTITION_NAME": "string", - "TARGET_VALUE": "string", - "TARGET_COUNT": "string", - "TARGET_WEIGHT": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": 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DBMS_DATA_MINING.COMPUTE_LIFT(\u0027APPLY_RESULT\u0027,\u0027TEST_DATA_CLAS\u0027,\u0027CUST_ID\u0027,\u0027AFFINITY_CARD\u0027,\n \u0027LIFT_TABLE\u0027,\u00271\u0027,\u0027PREDICTION\u0027,\u0027PROBABILITY\u0027,100);\nEND;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:29+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 7.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - 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"2022-03-10T15:32:35+0000", - "status": "FINISHED" - }, - { - "title": "Create interactive pie chart of EDUCATION for likely or unlikely AFFINITY_CARD responders", - "text": "%sql\n\n-- Graph Pie chart of EDUCATION (Keys), CUST_ID (COUNT) (Values); No Groups\n-- Hint: Try changing the graph type to a Bar chart\n\nSELECT A.*, B.* \n FROM APPLY_RESULT A, TEST_DATA_CLAS B \n WHERE PREDICTION \u003d ${PREDICTION\u003d\u00271\u0027,\u00271\u0027|\u00270\u0027} AND A.CUST_ID \u003d B.CUST_ID;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:35+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "editorHide": false, - "fontSize": 9.0, - "title": true, - "runOnSelectionChange": true, - "results": [ - { - "graph": { - "mode": "pieChart", - "optionOpen": false, - "keys": [], - "values": [ - { - "name": "CUST_ID", - "index": 0.0, - "aggr": "sum" - } - ], - "scatter": { - 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"2022-03-10T15:32:36+0000", - "status": "FINISHED" - }, - { - "title": "Use SQL query to dynamically score and select customers with \u003e\u003d50% probability of being AFFINITY_CARD responders", - "text": "%sql\n\nSELECT * \nFROM ( SELECT CUST_ID, PREDICTION_PROBABILITY(XGBOOST_CLASS_MODEL, \u00271\u0027 USING A.*) PROBABILITY\n FROM TEST_DATA_CLAS A)\nWHERE PROBABILITY \u003e 0.5;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:36+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 6.0, - "editorMode": "ace/mode/osql", - "editorHide": false, - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 398.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "CUST_ID": "string", - "PROBABILITY": "string" - }, - "updated": false - }, - "tableOptionSpecHash": 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TEST_DATA_CLAS B \n WHERE HOUSEHOLD_SIZE \u003d ${HOUSEHOLD_SIZE\u003d\u00271\u0027,\u00271\u0027|\u00272\u0027|\u00273\u0027|\u00274-5\u0027|\u00276-8\u0027|\u00279+\u0027} \n AND A.CUST_ID \u003d B.CUST_ID;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:37+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "runOnSelectionChange": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "CUST_ID": "string", - "PREDICTION": "string", - "PROBABILITY": "string", - "COST": "string", - "AFFINITY_CARD": "string", - "BOOKKEEPING_APPLICATION": "string", - "BULK_PACK_DISKETTES": "string", - "EDUCATION": "string", - "FLAT_PANEL_MONITOR": "string", - "HOME_THEATER_PACKAGE": "string", - 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Bach.\t1\t1\t2\tExec.\t0\t1\t5\t0\n102927\t0\t0.7446249723434448\t0.2553750276565552\t1\t1\t1\t102927\t\u003c Bach.\t1\t1\t2\tExec.\t0\t1\t5\t0\n103184\t1\t0.24886612594127655\t0.7511338740587234\t1\t1\t1\t103184\t\u003c Bach.\t1\t1\t2\tExec.\t0\t1\t4\t0\n103184\t0\t0.7511338740587234\t0.24886612594127655\t1\t1\t1\t103184\t\u003c Bach.\t1\t1\t2\tExec.\t0\t1\t4\t0\n103314\t1\t0.17327460646629333\t0.8267253935337067\t1\t1\t1\t103314\t\u003c Bach.\t1\t0\t2\tSales\t0\t1\t4\t0\n103314\t0\t0.8267253935337067\t0.17327460646629333\t1\t1\t1\t103314\t\u003c Bach.\t1\t0\t2\tSales\t0\t1\t4\t0\n103531\t1\t0.20566390454769135\t0.7943360954523087\t1\t1\t1\t103531\tHS-grad\t1\t1\t2\tSales\t0\t1\t6\t0\n103531\t0\t0.7943360954523087\t0.20566390454769135\t1\t1\t1\t103531\tHS-grad\t1\t1\t2\tSales\t0\t1\t6\t0\n103569\t1\t0.3172663450241089\t0.6827336549758911\t1\t1\t1\t103569\tBach.\t1\t1\t2\tExec.\t0\t1\t10\t0\n103569\t0\t0.6827336549758911\t0.3172663450241089\t1\t1\t1\t103569\tBach.\t1\t1\t2\tExec.\t0\t1\t10\t0\n103796\t1\t0.2803322970867157\t0.7196677029132843\t1\t1\t1\t103796\tPhD\t1\t1\t2\tProf.\t0\t1\t8\t0\n103796\t0\t0.7196677029132843\t0.2803322970867157\t1\t1\t1\t103796\tPhD\t1\t1\t2\tProf.\t0\t1\t8\t0\n104324\t1\t0.36553826928138733\t0.6344617307186127\t1\t1\t1\t104324\tProfsc\t1\t1\t2\tProf.\t0\t1\t4\t0\n104324\t0\t0.6344617307186127\t0.36553826928138733\t1\t1\t1\t104324\tProfsc\t1\t1\t2\tProf.\t0\t1\t4\t0\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-1787185345", - "id": "20220310-154209_1661145852", - "dateCreated": "2018-02-05T22:14:34+0000", - "dateStarted": "2022-03-10T15:32:38+0000", - "dateFinished": "2022-03-10T15:32:38+0000", - "status": "FINISHED" - }, - { - "title": "Get prediction details", - "text": "%sql\n\nSELECT CUST_ID,\n round(PREDICTION_YRS_RES,3) PRED_YRS_RES,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute1\",17,100)),\u0027rank\u003d\"1\"/\u003e\u0027) FIRST_ATTRIBUTE,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute2\",17,100)),\u0027rank\u003d\"2\"/\u003e\u0027) SECOND_ATTRIBUTE,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute3\",17,100)),\u0027rank\u003d\"3\"/\u003e\u0027) THIRD_ATTRIBUTE\nFROM (SELECT CUST_ID,\n PREDICTION(XGBOOST_CLASS_MODEL USING *) PREDICTION_YRS_RES,\n PREDICTION_DETAILS(XGBOOST_CLASS_MODEL USING *) PD\n FROM TRAIN_DATA_CLAS\n WHERE CUST_ID \u003c 100025\n ORDER BY CUST_ID) OUT,\n XMLTABLE(\u0027/Details\u0027\n PASSING OUT.PD\n COLUMNS \n \"Attribute1\" XMLType PATH \u0027Attribute[1]\u0027,\n \"Attribute2\" XMLType PATH \u0027Attribute[2]\u0027,\n \"Attribute3\" XMLType PATH \u0027Attribute[3]\u0027) \n OUTPRED\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:38+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "sql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/osql", - "fontSize": 9.0, - "title": true, - "results": { - "0": { - "graph": { - "mode": "table", - "height": 300.0, - "optionOpen": false, - "setting": { - "table": { - "tableGridState": {}, - "tableColumnTypeState": { - "names": { - "CUST_ID": "string", - "PRED_YRS_RES": "string", - "FIRST_ATTRIBUTE": "string", - "SECOND_ATTRIBUTE": "string", - "THIRD_ATTRIBUTE": "string" - }, - "updated": false - }, - "tableOptionSpecHash": "[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]", - "tableOptionValue": { - "useFilter": false, - "showPagination": false, - "showAggregationFooter": false - }, - "updated": false, - "initialized": false - } - }, - "commonSetting": {} - } - } - }, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TABLE", - "data": "CUST_ID\tPRED_YRS_RES\tFIRST_ATTRIBUTE\tSECOND_ATTRIBUTE\tTHIRD_ATTRIBUTE\n100001\t0\t\"OCCUPATION\" actualValue\u003d\"Exec.\" weight\u003d\".242\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".155\" \t\"EDUCATION\" actualValue\u003d\"\u0026lt; Bach.\" weight\u003d\".144\" \n100002\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"4\" weight\u003d\".468\" \t\"OCCUPATION\" actualValue\u003d\"Prof.\" weight\u003d\".4\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".099\" \n100003\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"6\" weight\u003d\".663\" \t\"OCCUPATION\" actualValue\u003d\"Sales\" weight\u003d\".164\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".085\" \n100005\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".569\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".115\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".059\" \n100006\t0\t\"OCCUPATION\" actualValue\u003d\"Prof.\" weight\u003d\".509\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".026\" \t\"FLAT_PANEL_MONITOR\" actualValue\u003d\"0\" weight\u003d\".011\" \n100007\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".358\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".1\" \t\"BULK_PACK_DISKETTES\" actualValue\u003d\"1\" weight\u003d\".074\" \n100008\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".466\" \t\"EDUCATION\" actualValue\u003d\"\u0026lt; Bach.\" weight\u003d\".106\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".086\" \n100010\t0\t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".036\" \t\"BULK_PACK_DISKETTES\" actualValue\u003d\"1\" weight\u003d\".015\" \t\"HOME_THEATER_PACKAGE\" actualValue\u003d\"0\" weight\u003d\".007\" \n100015\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"6\" weight\u003d\".617\" \t\"OCCUPATION\" actualValue\u003d\"Exec.\" weight\u003d\".421\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".095\" \n100016\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"4\" weight\u003d\".219\" \t\"OCCUPATION\" actualValue\u003d\"Exec.\" weight\u003d\".217\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".078\" \n100017\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".379\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".096\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".061\" \n100019\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"4\" weight\u003d\".389\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".166\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".041\" \n100020\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"6\" weight\u003d\".347\" \t\"EDUCATION\" actualValue\u003d\"Masters\" weight\u003d\".322\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".15\" \n100021\t1\t\"OCCUPATION\" actualValue\u003d\"Exec.\" weight\u003d\".553\" \t\"YRS_RESIDENCE\" actualValue\u003d\"4\" weight\u003d\".45\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".205\" \n100022\t1\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".66\" \t\"OCCUPATION\" actualValue\u003d\"Exec.\" weight\u003d\".559\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".209\" \n100023\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"8\" weight\u003d\".63\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".16\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".093\" \n100024\t0\t\"YRS_RESIDENCE\" actualValue\u003d\"5\" weight\u003d\".575\" \t\"Y_BOX_GAMES\" actualValue\u003d\"0\" weight\u003d\".164\" \t\"BOOKKEEPING_APPLICATION\" actualValue\u003d\"1\" weight\u003d\".059\" \n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-45080028", - "id": "20220310-154209_374678764", - "dateCreated": "2021-07-16T20:20:27+0000", - "dateStarted": "2022-03-10T15:32:39+0000", - "dateFinished": "2022-03-10T15:32:39+0000", - "status": "FINISHED" - }, - { - "text": "%md\n## Create Classification Model using Settings Table\n\nThe settings table is an alternative way to specify algorithm settings to build the model. We first drop the settings table, create it, and then populate it with settings before building the model.\n\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:39+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch2\u003eCreate Classification Model using Settings Table\u003c/h2\u003e\n\u003cp\u003eThe settings table is an alternative way to specify algorithm settings to build the model. We first drop the settings table, create it, and then populate it with settings before building the model.\u003c/p\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_2076681757", - "id": "20220310-154209_919110867", - "dateCreated": "2020-02-06T16:54:35+0000", - "dateStarted": "2022-03-10T15:32:39+0000", - "dateFinished": "2022-03-10T15:32:39+0000", - "status": "FINISHED" - }, - { - "title": "Build classification model", - "text": "%script\n\nBEGIN EXECUTE IMMEDIATE \u0027DROP TABLE N1_BUILD_SETTINGS PURGE\u0027;\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nCREATE TABLE N1_BUILD_SETTINGS (setting_name VARCHAR2(30),setting_value VARCHAR2(4000));\n/\nBEGIN DBMS_DATA_MINING.DROP_MODEL(\u0027CLASS_MODEL_2\u0027);\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\n\nBEGIN\n INSERT INTO N1_BUILD_SETTINGS (setting_name, setting_value) VALUES (\u0027ALGO_NAME\u0027, \u0027ALGO_XGBOOST\u0027);\n INSERT INTO N1_BUILD_SETTINGS (setting_name, setting_value) VALUES (\u0027PREP_AUTO\u0027, \u0027ON\u0027);\n\n DBMS_DATA_MINING.CREATE_MODEL(\u0027CLASS_MODEL_2\u0027, \u0027CLASSIFICATION\u0027, \u0027TRAIN_DATA_CLAS\u0027, \u0027CUST_ID\u0027,\u0027 AFFINITY_CARD\u0027, \u0027N1_BUILD_SETTINGS\u0027);\n DBMS_OUTPUT.PUT_LINE (\u0027Created model: CLASS_MODEL_2 \u0027);\nEND;", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:40+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "plsql", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/plsql", - "fontSize": 9.0, - "editorHide": false, - "title": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "TEXT", - "data": "\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nTable N1_BUILD_SETTINGS created.\n\n\n---------------------------\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\nCreated model: CLASS_MODEL_2 \n\n\nPL/SQL procedure successfully completed.\n\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_-269503812", - "id": "20220310-154209_1035654056", - "dateCreated": "2019-08-07T22:34:19+0000", - "dateStarted": "2022-03-10T15:32:40+0000", - "dateFinished": "2022-03-10T15:32:41+0000", - "status": "FINISHED" - }, - { - "text": "%md\n\n# End of Script\n", - "user": "OMLUSER", - "dateUpdated": "2022-03-10T15:32:41+0000", - "progress": 0, - "config": { - "editorSetting": { - "language": "md", - "editOnDblClick": false - }, - "colWidth": 12.0, - "editorMode": "ace/mode/markdown", - "fontSize": 9.0, - "editorHide": true, - "results": {}, - "enabled": true - }, - "settings": { - "params": {}, - "forms": {} - }, - "results": { - "code": "SUCCESS", - "msg": [ - { - "type": "HTML", - "data": "\u003ch1\u003eEnd of Script\u003c/h1\u003e\n" - } - ] - }, - "apps": [], - "interrupted": false, - "runtimeInfos": {}, - "progressUpdateIntervalMs": 500, - "jobName": "paragraph_1646926929959_978411377", - "id": "20220310-154209_1188409873", - "dateCreated": "2019-08-12T04:48:30+0000", - "dateStarted": "2022-03-10T15:32:42+0000", - "dateFinished": "2022-03-10T15:32:42+0000", - "status": "FINISHED" - } - ], - "name": "OML4SQL Classification XGBoost", - "id": "108198", - "defaultInterpreterGroup": "spark", - "noteParams": {}, - "noteForms": {}, - "angularObjects": { - "ORA96849F3DDA:OMLUSER-101007": [], - "ORA7A60DC9B32:OMLUSER-101007": [], - "ORA7CC90ACC73:OMLUSER-101007": [], - "MDW381939C745:shared_process": [] - }, - "config": { - "looknfeel": "default", - "personalizedMode": "false" - }, - "info": { - "isRunning": false - } -} \ No newline at end of file diff --git a/machine-learning/notebooks/sql/OML4SQL DB21c Regression XGBoost.json b/machine-learning/notebooks/sql/OML4SQL DB21c Regression XGBoost.json deleted file mode 100644 index 1767fb5d..00000000 --- a/machine-learning/notebooks/sql/OML4SQL DB21c Regression XGBoost.json +++ /dev/null @@ -1 +0,0 @@ -{"paragraphs":[{"text":"%md\n## Regression Modeling to Predict Numerical Values using XGBoost\nThis notebook shows how to predict numerical values using a multiple regression. Given demographic, purchase, and affinity card data for a set of customers, predict the number of years a customer remains at the same residence, as found in column YRS_RESIDENCE. Since YRS_RESIDENCE is a continuous variable, we will use the XGBoost algorithm. All processing occurs inside Oracle Autonomous Database.\n\nCopyright (c) 2021 Oracle Corporation \n###### [The Universal Permissive License (UPL), Version 1.0](https://oss.oracle.com/licenses/upl/)\n---\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:40:49+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":9,"editorMode":"ace/mode/markdown","editorHide":true,"fontSize":9,"results":{"0":{"graph":{"mode":"table","height":153.5,"optionOpen":false}}},"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Regression Modeling to Predict Numerical Values using XGBoost

\n

This notebook shows how to predict numerical values using a multiple regression. Given demographic, purchase, and affinity card data for a set of customers, predict the number of years a customer remains at the same residence, as found in column YRS_RESIDENCE. Since YRS_RESIDENCE is a continuous variable, we will use the XGBoost algorithm. All processing occurs inside Oracle Autonomous Database.

\n

Copyright (c) 2021 Oracle Corporation

\n
The Universal Permissive License (UPL), Version 1.0
\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_564050853","id":"20220310-003837_1802932697","dateCreated":"2018-02-06T15:02:34+0000","dateStarted":"2022-03-09T19:40:50+0000","dateFinished":"2022-03-09T19:40:51+0000","status":"FINISHED","focus":true,"$$hashKey":"object:3296"},{"text":"%md \n
\n\"OML\n
\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:40:51+0000","progress":0,"config":{"tableHide":false,"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":3,"editorMode":"ace/mode/markdown","editorHide":true,"fontSize":9,"results":{"0":{"graph":{"mode":"table","height":217.016,"optionOpen":false}}},"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"
\n\"OML\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1519387599","id":"20220310-003837_1036440965","dateCreated":"2018-02-06T15:07:11+0000","dateStarted":"2022-03-09T19:40:52+0000","dateFinished":"2022-03-09T19:40:52+0000","status":"FINISHED","$$hashKey":"object:3297"},{"title":"For more information...","text":"%md \n\nOracle ADW Documentation \nOML folder on Github \nOML web page: \nOML Regression: \nOML XGBoost: ","user":"OMLUSER","dateUpdated":"2022-03-09T19:40:52+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","editorHide":true,"fontSize":9,"title":true,"results":{},"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Oracle ADW Documentation https://docs.oracle.com/en/cloud/paas/autonomous-data-warehouse-cloud/index.html\n
OML folder on Github https://github.com/oracle/oracle-db-examples/tree/master/machine-learning\n
OML web page: https://www.oracle.com/database/technologies/datawarehouse-bigdata/machine-learning.html\n
OML Regression: https://www.oracle.com/goto/ml-regression\n
OML XGBoost: http://www.oracle.com/goto/ml-xgboost

\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-2011853611","id":"20220310-003837_1392181641","dateCreated":"2018-02-06T16:11:59+0000","dateStarted":"2022-03-09T19:40:53+0000","dateFinished":"2022-03-09T19:40:53+0000","status":"FINISHED","$$hashKey":"object:3298"},{"title":"Create table CUSTOMERS360 joining tables from SH schema","text":"%script\n\nBEGIN EXECUTE IMMEDIATE 'DROP TABLE CUSTOMERS360';\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nCREATE TABLE CUSTOMERS360 AS \n SELECT A.CUST_ID, A.CUST_GENDER, A.CUST_MARITAL_STATUS, A.CUST_YEAR_OF_BIRTH, \n A.CUST_INCOME_LEVEL, A.CUST_CREDIT_LIMIT, \n B.EDUCATION, B.AFFINITY_CARD, B.HOUSEHOLD_SIZE, B.OCCUPATION, B.YRS_RESIDENCE, B.Y_BOX_GAMES\n FROM SH.CUSTOMERS A, SH.SUPPLEMENTARY_DEMOGRAPHICS B\n WHERE A.CUST_ID = B.CUST_ID;","user":"OMLUSER","dateUpdated":"2022-03-09T19:40:53+0000","progress":0,"config":{"editorSetting":{"language":"plsql","editOnDblClick":false},"colWidth":6,"editorMode":"ace/mode/plsql","fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"table","height":102.9,"optionOpen":false}}},"graph":{"mode":"table","optionOpen":false,"keys":[],"values":[],"scatter":{},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nTable CUSTOMERS360 created.\n\n\n---------------------------\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_135784265","id":"20220310-003837_458498502","dateCreated":"2018-02-06T15:33:37+0000","dateStarted":"2022-03-09T19:40:53+0000","dateFinished":"2022-03-09T19:41:05+0000","status":"FINISHED","$$hashKey":"object:3299"},{"title":"Split data into randomly selected 60% sample for train and 40% test","text":"%script\n\nCREATE OR REPLACE VIEW TRAIN_DATA_V AS SELECT * FROM CUSTOMERS360 SAMPLE (60) SEED (1);\n\nCREATE OR REPLACE VIEW TEST_DATA_V AS SELECT * FROM CUSTOMERS360 MINUS SELECT * FROM TRAIN_DATA_V;\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:05+0000","progress":0,"config":{"editorSetting":{"language":"plsql","editOnDblClick":false},"colWidth":6,"editorMode":"ace/mode/plsql","fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"table","height":286.8,"optionOpen":false}}},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nView TRAIN_DATA_V created.\n\n\n---------------------------\n\nView TEST_DATA_V created.\n\n\n---------------------------\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_865265832","id":"20220310-003837_1148420908","dateCreated":"2020-02-05T21:46:22+0000","dateStarted":"2022-03-09T19:41:06+0000","dateFinished":"2022-03-09T19:41:06+0000","status":"FINISHED","$$hashKey":"object:3300"},{"text":"%md\n\n### Build a XGBoost regression model for predicting YRS_RESIDENCE\n\n---","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:06+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","fontSize":9,"editorHide":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Build a XGBoost regression model for predicting YRS_RESIDENCE

\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1349163591","id":"20220310-003837_1326583002","dateCreated":"2021-07-15T14:13:49+0000","dateStarted":"2022-03-09T19:41:06+0000","dateFinished":"2022-03-09T19:41:06+0000","status":"FINISHED","$$hashKey":"object:3301"},{"title":" Using the default options","text":"%script\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL('XGBOOST_REGRESSION_MODEL');\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\nBEGIN\n v_setlst('ALGO_NAME') := 'ALGO_XGBOOST';\n v_setlst('PREP_AUTO') := 'ON';\n \n dbms_data_mining.create_model2(\n MODEL_NAME => 'XGBOOST_REGRESSION_MODEL',\n MINING_FUNCTION => 'REGRESSION',\n DATA_QUERY => 'SELECT * FROM TRAIN_DATA_V',\n CASE_ID_COLUMN_NAME => 'CUST_ID',\n TARGET_COLUMN_NAME => 'YRS_RESIDENCE',\n SET_LIST => v_setlst);\nEND;\n/\n\n\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:06+0000","progress":0,"config":{"editorSetting":{"language":"plsql","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/plsql","fontSize":9,"title":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_525198811","id":"20220310-003837_1173335032","dateCreated":"2020-05-18T23:39:50+0000","dateStarted":"2022-03-09T19:41:07+0000","dateFinished":"2022-03-09T19:41:09+0000","status":"FINISHED","$$hashKey":"object:3302"},{"text":"%md\n\n### Examples of possible setting overrides for XGBoost \n\nIf the user does not override the default settings, then relevant settings are determined by the algorithm\n\nA complete list of settings can be found in the Documentation link:\n\n-- Algorithm Settings: XGBoost\n\n \n-- Switch between booster - gblinear, gbtree, dart\n By default the system uses the gbtree. The parameters are similar for gbtree and dart, but has more difference comparing to gblinear\n\n v_setlst('booster') := 'gblinear';\n v_setlst('booster') := 'gbtree';\n v_setlst('booster') := 'dart';\n\n \n-- regularization parameters for all boosters\n v_setlst('alpha') := '0.1';\n v_setlst('eta') := '0.3';\n v_setlst('lambda') := '0.3';\n \n-- regularization parameters for tree based boosters: gbtree, dart\n v_setlst('gamma') := '0.1';\n v_setlst('max_delta_step') := '0.1';\n v_setlst('max_depth') := '6';\n v_setlst('max_leaves') := '10';\n v_setlst('min_child_weight'):= '1';\n \n-- subsampling methods for tree based boosters: gbtree, dart \n v_setlst('colsample_bylevel') := '1';\n v_setlst('colsample_bynode') := '1';\n v_setlst('colsample_bytree') := '1';\n \n-- Num of iteration rounds \n v_setlst('num_round') := '100';\n \n-- For regression tasks, the default objective is reg:linear\n v_setlst('objective') := 'reg:linear'\n ","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:09+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","fontSize":9,"editorHide":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Examples of possible setting overrides for XGBoost

\n

If the user does not override the default settings, then relevant settings are determined by the algorithm

\n

A complete list of settings can be found in the Documentation link:

\n

– Algorithm Settings: XGBoost

\n

– Switch between booster - gblinear, gbtree, dart

\n
 By default the system uses the gbtree. The parameters are similar for gbtree and dart, but has more difference comparing to gblinear\n\nv_setlst('booster') := 'gblinear';\nv_setlst('booster') := 'gbtree';\nv_setlst('booster') := 'dart';\n
\n

– regularization parameters for all boosters

\n
v_setlst('alpha')     := '0.1';\nv_setlst('eta')       := '0.3';\nv_setlst('lambda')    := '0.3';\n
\n

– regularization parameters for tree based boosters: gbtree, dart

\n
v_setlst('gamma')           := '0.1';\nv_setlst('max_delta_step')  := '0.1';\nv_setlst('max_depth')       := '6';\nv_setlst('max_leaves')      := '10';\nv_setlst('min_child_weight'):= '1';\n
\n

– subsampling methods for tree based boosters: gbtree, dart

\n
v_setlst('colsample_bylevel') := '1';\nv_setlst('colsample_bynode')  := '1';\nv_setlst('colsample_bytree')  := '1';\n
\n

– Num of iteration rounds

\n
v_setlst('num_round') := '100';\n
\n

– For regression tasks, the default objective is reg:linear

\n
v_setlst('objective') := 'reg:linear'\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1438375824","id":"20220310-003837_2131753106","dateCreated":"2021-07-15T19:21:53+0000","dateStarted":"2022-03-09T19:41:10+0000","dateFinished":"2022-03-09T19:41:10+0000","status":"FINISHED","$$hashKey":"object:3303"},{"text":"%md\n### Build a XGBoost model using gblinear booster for predicting YRS_RESIDENCE\n---","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:10+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","fontSize":9,"editorHide":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Build a XGBoost model using gblinear booster for predicting YRS_RESIDENCE

\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_74736057","id":"20220310-003837_658341564","dateCreated":"2021-07-15T19:48:14+0000","dateStarted":"2022-03-09T19:41:10+0000","dateFinished":"2022-03-09T19:41:10+0000","status":"FINISHED","$$hashKey":"object:3304"},{"title":" Using the default options","text":"%script\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL('XGBOOST_REGRESSION_MODEL');\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\n \nBEGIN\n v_setlst('PREP_AUTO') := 'ON';\n v_setlst('ALGO_NAME') := 'ALGO_XGBOOST';\n v_setlst('booster') := 'gblinear';\n\n DBMS_DATA_MINING.CREATE_MODEL2(\n MODEL_NAME => 'XGBOOST_REGRESSION_MODEL',\n MINING_FUNCTION => 'REGRESSION',\n DATA_QUERY => 'SELECT * FROM TRAIN_DATA_V',\n CASE_ID_COLUMN_NAME => 'CUST_ID',\n TARGET_COLUMN_NAME => 'YRS_RESIDENCE',\n SET_LIST => v_setlst);\nEND;","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:11+0000","progress":0,"config":{"editorSetting":{"language":"plsql","editOnDblClick":false},"colWidth":6,"editorMode":"ace/mode/plsql","fontSize":9,"editorHide":false,"title":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_1124964885","id":"20220310-003837_2014761565","dateCreated":"2021-07-15T21:14:40+0000","dateStarted":"2022-03-09T19:41:11+0000","dateFinished":"2022-03-09T19:41:12+0000","status":"FINISHED","$$hashKey":"object:3305"},{"title":" Using specific settings","text":"%script\n\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL('XGBOOST_REGRESSION_MODEL');\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\n \nBEGIN\n v_setlst('PREP_AUTO') := 'ON';\n v_setlst('ALGO_NAME') := 'ALGO_XGBOOST';\n v_setlst('booster') := 'gblinear';\n v_setlst('objective') := 'reg:linear';\n v_setlst('num_round') := '20';\n v_setlst('alpha') := '0.1';\n v_setlst('eta') := '0.3';\n v_setlst('lambda') := '0.2';\n \n DBMS_DATA_MINING.CREATE_MODEL2(\n MODEL_NAME => 'XGBOOST_REGRESSION_MODEL',\n MINING_FUNCTION => 'REGRESSION',\n DATA_QUERY => 'SELECT * FROM TRAIN_DATA_V',\n CASE_ID_COLUMN_NAME => 'CUST_ID',\n TARGET_COLUMN_NAME => 'YRS_RESIDENCE',\n SET_LIST => v_setlst);\nEND;","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:12+0000","progress":0,"config":{"editorSetting":{"language":"plsql","editOnDblClick":false},"colWidth":6,"editorMode":"ace/mode/plsql","fontSize":9,"editorHide":false,"title":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nPL/SQL procedure successfully completed.\n\n\n---------------------------\n\nPL/SQL procedure successfully completed.\n\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-456856219","id":"20220310-003837_1075709644","dateCreated":"2021-07-15T21:14:18+0000","dateStarted":"2022-03-09T19:41:12+0000","dateFinished":"2022-03-09T19:41:13+0000","status":"FINISHED","$$hashKey":"object:3306"},{"text":"%md\n### Build a XGBoost model using gbtree booster for predicting YRS_RESIDENCE\n---","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:13+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","fontSize":9,"editorHide":false,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Build a XGBoost model using gbtree booster for predicting YRS_RESIDENCE

\n
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Build a XGBoost model using dart booster for predicting YRS_RESIDENCE

\n
\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_1030490663","id":"20220310-003837_1921194505","dateCreated":"2021-08-13T18:53:58+0000","dateStarted":"2022-03-09T19:41:17+0000","dateFinished":"2022-03-09T19:41:17+0000","status":"FINISHED","$$hashKey":"object:3310"},{"text":"%script\n\nBEGIN DBMS_DATA_MINING.DROP_MODEL('XGBOOST_REGRESSION_MODEL');\nEXCEPTION WHEN OTHERS THEN NULL; END;\n/\nDECLARE\n v_setlst DBMS_DATA_MINING.SETTING_LIST;\n \nBEGIN\n v_setlst('PREP_AUTO') := 'ON';\n v_setlst('ALGO_NAME') := 'ALGO_XGBOOST';\n v_setlst('booster') := 'dart';\n\n DBMS_DATA_MINING.CREATE_MODEL2(\n MODEL_NAME => 'XGBOOST_REGRESSION_MODEL',\n MINING_FUNCTION => 'REGRESSION',\n DATA_QUERY => 'SELECT * FROM TRAIN_DATA_V',\n CASE_ID_COLUMN_NAME => 'CUST_ID',\n TARGET_COLUMN_NAME => 'YRS_RESIDENCE',\n SET_LIST => 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v_setlst('PREP_AUTO') := 'ON';\n v_setlst('ALGO_NAME') := 'ALGO_XGBOOST';\n v_setlst('booster') := 'dart';\n v_setlst('num_round') := '20';\n v_setlst('alpha') := '0.1';\n v_setlst('eta') := '0.3';\n v_setlst('lambda') := '1';\n v_setlst('gamma') := '0';\n v_setlst('max_delta_step') := '0';\n v_setlst('max_depth') := '6';\n v_setlst('min_child_weight'):= '1';\n \n v_setlst('one_drop') := '0';\n v_setlst('normalize_type') := 'tree';\n v_setlst('rate_drop') := '0';\n DBMS_DATA_MINING.CREATE_MODEL2(\n MODEL_NAME => 'XGBOOST_REGRESSION_MODEL',\n MINING_FUNCTION => 'REGRESSION',\n DATA_QUERY => 'SELECT * FROM TRAIN_DATA_V',\n CASE_ID_COLUMN_NAME => 'CUST_ID',\n TARGET_COLUMN_NAME => 'YRS_RESIDENCE',\n SET_LIST => 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299,999\t0.004237620533768829\t0.014657353338955273\t0.0199501246882793\n\tCUST_MARITAL_STATUS\t\tSepar.\t0.0028634427203581385\t0.014434597209183917\t0.00997506234413965\n\tHOUSEHOLD_SIZE\t\t1\t0.0030011873393467076\t0.00925392607678722\t0.00997506234413965\n\tOCCUPATION\t\tProf.\t0.006458659057964934\t0.00530159588855829\t0.01371571072319202\n\tCUST_MARITAL_STATUS\t\tMabsent\t0.0030505718932234797\t0.014211841079412561\t0.014962593516209476\n\tOCCUPATION\t\tTransp.\t0.0026544403828650327\t0.0050501996849591875\t0.011221945137157107\n\tHOUSEHOLD_SIZE\t\t9+\t0.003300559949373161\t0.01578068067908797\t0.014962593516209476\n\tOCCUPATION\t\tCrafts\t0.002536246072486665\t0.017581823099810656\t0.014962593516209476\n\tCUST_CREDIT_LIMIT\t\t\t0.014031628836509508\t0.024149946697640375\t0.09600997506234414\n\tOCCUPATION\t\tHouse-s\t0.001977144078562529\t0.006514025680599532\t0.003740648379052369\n\tOCCUPATION\t\tMachine\t0.0034954169657280287\t0.011825168260433738\t0.00997506234413965\n\tCUST_INCOME_LEVEL\t\tE: 90,000 - 109,999\t0.0012382086204944848\t0.0033954398638005377\t0.00997506234413965\n\tOCCUPATION\t\tFarming\t0.0048522129503857534\t0.016849910101990485\t0.016209476309226933\n\tCUST_GENDER\t\tF\t0.020938146567915657\t0.03714299352416108\t0.02369077306733167\n\tCUST_INCOME_LEVEL\t\tH: 150,000 - 169,999\t0.005301056392329561\t0.0015274706041464462\t0.01371571072319202\n\tCUST_YEAR_OF_BIRTH\t\t\t0.8168838737802664\t0.4233989403172684\t0.2955112219451372\n\tCUST_INCOME_LEVEL\t\tI: 170,000 - 189,999\t9.544437396059679E-4\t0.001056500501201292\t0.012468827930174564\n\tOCCUPATION\t\tCleric.\t0.007716653070397239\t0.0030485767474422824\t0.008728179551122194\n\tOCCUPATION\t\tOther\t0.0024719961667430397\t0.034352177441168516\t0.016209476309226933\n\tEDUCATION\t\t7th-8th\t0.0029435746581033683\t0.009638975958249137\t0.011221945137157107\n\tEDUCATION\t\tBach.\t0.004497839626105918\t0.008537924231093574\t0.017456359102244388\n\tEDUCATION\t\t< Bach.\t0.004316611939715867\t0.01637893999904533\t0.026184538653366583\n\tOCCUPATION\t\tHandler\t0.0018270239944111028\t0.029063310474311446\t0.007481296758104738\n\tOCCUPATION\t\tProtec.\t7.446976780174021E-4\t0.007981033906665182\t0.003740648379052369\n\tCUST_INCOME_LEVEL\t\tL: 300,000 and above\t0.003414255755131416\t0.001288803322248564\t0.018703241895261846\n\tEDUCATION\t\t10th\t0.0018608229401141127\t0.0025203264968416362\t0.004987531172069825\n\tCUST_MARITAL_STATUS\t\tNeverM\t0.0015156691701193018\t0.0010596827316265971\t0.007481296758104738\n\tHOUSEHOLD_SIZE\t\t6-8\t4.3475663014848527E-4\t0.004477398208404271\t0.004987531172069825\n\tCUST_INCOME_LEVEL\t\tF: 110,000 - 129,999\t0.0033630188334125843\t0.009196645929131728\t0.014962593516209476\n\tCUST_INCOME_LEVEL\t\tD: 70,000 - 89,999\t0.002977061445436036\t0.008649302295979253\t0.016209476309226933\n\tEDUCATION\t\t9th\t6.089141309043473E-4\t0.001788413499021464\t0.00997506234413965\n\tEDUCATION\t\tAssoc-V\t0.0010425360649191306\t0.01685309233241579\t0.007481296758104738\n\tEDUCATION\t\tProfsc\t0.004420305325688445\t0.022819774379862847\t0.01371571072319202\n\tEDUCATION\t\t1st-4th\t3.6883730941094853E-4\t0.004836990246463746\t0.003740648379052369\n\tHOUSEHOLD_SIZE\t\t2\t0.004119105243017398\t0.01060319177711658\t0.0199501246882793\n\tCUST_INCOME_LEVEL\t\tB: 30,000 - 49,999\t0.004021894728760506\t0.006122611338287005\t0.011221945137157107\n\tCUST_INCOME_LEVEL\t\tG: 130,000 - 149,999\t0.003087441518466786\t0.02167417142675301\t0.018703241895261846\n\tCUST_MARITAL_STATUS\t\tDivorc.\t0.0019921727338525637\t0.006049420038504988\t0.016209476309226933\n\tOCCUPATION\t\tSales\t0.0034314811759712407\t0.005721650304698563\t0.01371571072319202\n\tEDUCATION\t\t11th\t0.0011896382525144814\t0.010479084790529683\t0.00997506234413965\n\tCUST_MARITAL_STATUS\t\tWidowed\t0.003220062975996393\t0.015440182023580327\t0.004987531172069825\n\tCUST_INCOME_LEVEL\t\tC: 50,000 - 69,999\t2.1924106545491832E-4\t5.250680201753408E-4\t0.0024937655860349127\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1859854032","id":"20220310-003837_1504851514","dateCreated":"2018-02-07T02:14:43+0000","dateStarted":"2022-03-09T19:41:22+0000","dateFinished":"2022-03-09T19:41:22+0000","status":"FINISHED","$$hashKey":"object:3317"},{"title":"Apply XGBoost model to predict YRS_RESIDENCE with Prediction_Details","text":"%sql\n\n-- Make predictions with upper and lower bounds and include explanatory prediction details\nSELECT CUST_ID,\n round(PREDICTION_YRS_RES,3) PRED_YRS_RES,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute1\",17,100)),'rank=\"1\"/>') FIRST_ATTRIBUTE,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute2\",17,100)),'rank=\"2\"/>') SECOND_ATTRIBUTE,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute3\",17,100)),'rank=\"3\"/>') THIRD_ATTRIBUTE,\n RTRIM(TRIM(SUBSTR(OUTPRED.\"Attribute4\",17,100)),'rank=\"4\"/>') FOURTH_ATTRIBUTE\n FROM (SELECT CUST_ID,\n PREDICTION(XGBOOST_REGRESSION_MODEL USING *) PREDICTION_YRS_RES,\n PREDICTION_DETAILS(XGBOOST_REGRESSION_MODEL USING *) PD\n FROM TEST_DATA_V\n WHERE CUST_ID < 100015\n ORDER BY CUST_ID) OUT,\n XMLTABLE('/Details'\n PASSING OUT.PD\n COLUMNS \n \"Attribute1\" XMLType PATH 'Attribute[1]',\n \"Attribute2\" XMLType PATH 'Attribute[2]',\n \"Attribute3\" XMLType PATH 'Attribute[3]',\n \"Attribute4\" XMLType PATH 'Attribute[4]') \n OUTPRED; ","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:23+0000","progress":0,"config":{"editorSetting":{"language":"sql","editOnDblClick":false},"colWidth":8,"editorMode":"ace/mode/osql","editorHide":false,"fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"CUST_ID":"string","PRED_YRS_RES":"string","FIRST_ATTRIBUTE":"string","SECOND_ATTRIBUTE":"string","THIRD_ATTRIBUTE":"string","FOURTH_ATTRIBUTE":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false},"multiBarChart":{"rotate":{"degree":"-45"},"xLabelStatus":"default"}},"commonSetting":{},"keys":[{"name":"CUST_ID","index":0,"aggr":"sum"}],"groups":[],"values":[{"name":"PRED_YRS_RES","index":1,"aggr":"sum"}]},"helium":{}}},"graph":{"mode":"table","optionOpen":false,"keys":[{"name":"CUST_ID","index":0,"aggr":"sum"}],"values":[{"name":"PR","index":1,"aggr":"sum"}],"scatter":{"yAxis":{"name":"PR","index":1,"aggr":"sum"},"xAxis":{"name":"CUST_ID","index":0,"aggr":"sum"}},"groups":[],"height":300},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"CUST_ID\tPRED_YRS_RES\tFIRST_ATTRIBUTE\tSECOND_ATTRIBUTE\tTHIRD_ATTRIBUTE\tFOURTH_ATTRIBUTE\n100002\t4.176\t\"CUST_YEAR_OF_BIRTH\" actualValue=\"1962\" weight=\".405\" \t\"HOUSEHOLD_SIZE\" actualValue=\"2\" weight=\".078\" \t\"EDUCATION\" actualValue=\"Bach.\" weight=\".076\" \t\"CUST_MARITAL_STATUS\" actualValue=\"NeverM\" weight=\".047\" \n100004\t5.201\t\"CUST_YEAR_OF_BIRTH\" actualValue=\"1953\" weight=\".649\" \t\"OCCUPATION\" actualValue=\"Sales\" weight=\".053\" \t\"HOUSEHOLD_SIZE\" actualValue=\"2\" weight=\".025\" \t\"CUST_MARITAL_STATUS\" actualValue=\"Divorc.\" weight=\".003\" \n100009\t3.602\t\"AFFINITY_CARD\" actualValue=\"1\" weight=\".152\" \t\"EDUCATION\" actualValue=\"Bach.\" weight=\".062\" \t\"CUST_CREDIT_LIMIT\" actualValue=\"3000\" weight=\".056\" \t\"CUST_INCOME_LEVEL\" actualValue=\"G: 130,000 - 149,999\" weight=\".011\" \n100010\t3.166\t\"OCCUPATION\" actualValue=\"Crafts\" weight=\".005\" \t\"CUST_INCOME_LEVEL\" actualValue=\"L: 300,000 and above\" weight=\"-.006\" \t\"CUST_CREDIT_LIMIT\" actualValue=\"9000\" weight=\"-.011\" \t\"AFFINITY_CARD\" actualValue=\"0\" weight=\"-.054\" \n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1406595813","id":"20220310-003837_432289228","dateCreated":"2018-02-06T15:44:16+0000","dateStarted":"2022-03-09T19:41:23+0000","dateFinished":"2022-03-09T19:41:23+0000","status":"FINISHED","$$hashKey":"object:3318"},{"title":"Show XGBoost model predictions vs actuals","text":"%sql\n\n-- Show predictions vs. actuals.\n\nSELECT CUST_ID,\n round(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1) PRED_YRS_RESIDENCE,\n YRS_RESIDENCE ACTUAL_YRS_RESIDENCE\n FROM TEST_DATA_V\n WHERE CUST_ID <= 100030\n ORDER BY CUST_ID;","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:23+0000","progress":0,"config":{"editorSetting":{"language":"sql","editOnDblClick":false},"colWidth":4,"editorMode":"ace/mode/osql","fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"table","height":300,"optionOpen":false,"setting":{"multiBarChart":{"stacked":false},"scatterChart":{"xAxis":{"name":"PRED_YRS_RESIDENCE","index":1,"aggr":"sum"},"yAxis":{"name":"ACTUAL_YRS_RESIDENCE","index":2,"aggr":"sum"}},"lineChart":{},"table":{"tableGridState":{"columns":[{"name":"CUST_ID","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""},{"name":"PRED_YRS_RESIDENCE","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""},{"name":"ACTUAL_YRS_RESIDENCE","visible":true,"width":"*","sort":{},"filters":[{}],"pinned":""}],"scrollFocus":{},"selection":[],"grouping":{"grouping":[],"aggregations":[],"rowExpandedStates":{}},"treeView":{},"pagination":{"paginationCurrentPage":1,"paginationPageSize":250}},"tableColumnTypeState":{"names":{"CUST_ID":"string","PRED_YRS_RESIDENCE":"string","ACTUAL_YRS_RESIDENCE":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"keys":[],"groups":[],"values":[]},"helium":{}}},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"CUST_ID\tPRED_YRS_RESIDENCE\tACTUAL_YRS_RESIDENCE\n100002\t4.2\t4\n100004\t5.2\t5\n100009\t3.6\t3\n100010\t3.2\t3\n100015\t5.3\t6\n100016\t3.4\t4\n100017\t3\t5\n100018\t2.5\t3\n100025\t2.9\t3\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_2048148167","id":"20220310-003837_1841001089","dateCreated":"2019-07-26T14:56:47+0000","dateStarted":"2022-03-09T19:41:24+0000","dateFinished":"2022-03-09T19:41:24+0000","status":"FINISHED","$$hashKey":"object:3319"},{"title":"Model quality statistics on the TEST data","text":"%sql\n\nselect ROUND(R2,6) COEF_OF_DETERMINATION_R2, \n ROUND(MAE,6) MEAN_ABSOLUTE_ERROR, \n ROUND(MSE,6) MEAN_SQUARED_ERROR, \n ROUND(SQRT(MSE),6) ROOT_MEAN_SQUARED_ERROR\n FROM \n (SELECT AVG(ABS(PRED_YRS_RESIDENCE - ACTUAL_YRS_RESIDENCE)) MAE,\n AVG(POWER(PRED_YRS_RESIDENCE - ACTUAL_YRS_RESIDENCE,2)) MSE,\n 1-(SUM(POWER(ACTUAL_YRS_RESIDENCE - PRED_YRS_RESIDENCE,2)))/(SUM(POWER(ACTUAL_YRS_RESIDENCE - \n (SELECT AVG(ROUND(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1)) FROM TEST_DATA_V),2))) R2 \n FROM (SELECT CUST_ID,\n ROUND(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1) PRED_YRS_RESIDENCE,\n YRS_RESIDENCE ACTUAL_YRS_RESIDENCE\n FROM TEST_DATA_V))\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:24+0000","progress":0,"config":{"editorSetting":{"language":"sql","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/osql","fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"table","height":114.633,"optionOpen":false,"setting":{"table":{"tableGridState":{},"tableColumnTypeState":{"names":{"COEF_OF_DETERMINATION_R2":"string","MEAN_ABSOLUTE_ERROR":"string","MEAN_SQUARED_ERROR":"string","ROOT_MEAN_SQUARED_ERROR":"string"},"updated":false},"tableOptionSpecHash":"[{\"name\":\"useFilter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable filter for columns\"},{\"name\":\"showPagination\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable pagination for better navigation\"},{\"name\":\"showAggregationFooter\",\"valueType\":\"boolean\",\"defaultValue\":false,\"widget\":\"checkbox\",\"description\":\"Enable a footer for displaying aggregated values\"}]","tableOptionValue":{"useFilter":false,"showPagination":false,"showAggregationFooter":false},"updated":false,"initialized":false}},"commonSetting":{}}}},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"COEF_OF_DETERMINATION_R2\tMEAN_ABSOLUTE_ERROR\tMEAN_SQUARED_ERROR\tROOT_MEAN_SQUARED_ERROR\n0.659121\t0.76808\t1.318309\t1.148176\n"}]},"apps":[],"interrupted":false,"runtimeInfos":{},"progressUpdateIntervalMs":500,"jobName":"paragraph_1646872717241_-1049757714","id":"20220310-003837_1537720916","dateCreated":"2021-07-15T14:42:27+0000","dateStarted":"2022-03-09T19:41:24+0000","dateFinished":"2022-03-09T19:41:24+0000","status":"FINISHED","$$hashKey":"object:3320"},{"title":"Plot XGBoost model predictions vs actuals grouped by HOUSE_HOLD_SIZE","text":"%sql\n\n-- Show predictions vs. actuals in a scatter plot grouped by HOUSE_HOLD_SIZE. \n-- Click the scatter plot icon and drag PRED_YRS_RESIDENCE to xAxis, \n-- ACTUAL_YRS_RESIDENCE to yAxis and HOUSEHOLD_SIZE to group.\n-- Clicking on the labels of each Household size, we can evaluate the model prediction \n-- quality for each different set\n\nSELECT CUST_ID,\n round(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1) PRED_YRS_RESIDENCE,\n YRS_RESIDENCE ACTUAL_YRS_RESIDENCE, CUST_GENDER, HOUSEHOLD_SIZE\n FROM TEST_DATA_V\n ORDER BY 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XGBoost model predictions vs residuals","text":"%sql\n\n-- Show predictions vs. residuals in a scatter plot grouped by HOUSE_HOLD_SIZE. \n-- Click the scatter plot icon and drag PRED_YRS_RESIDENCE to xAxis, \n-- ACTUAL_YRS_RESIDENCE to yAxis and HOUSEHOLD_SIZE to group.\n\nSELECT CUST_ID,\n round(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1) PRED_YRS_RESIDENCE,\n round(round(PREDICTION(XGBOOST_REGRESSION_MODEL USING *), 1) - YRS_RESIDENCE,2) RESIDUALS\n FROM TEST_DATA_V","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:25+0000","progress":0,"config":{"editorSetting":{"language":"sql","editOnDblClick":false},"colWidth":6,"editorMode":"ace/mode/osql","editorHide":false,"fontSize":9,"title":true,"results":{"0":{"graph":{"mode":"scatterChart","height":334,"optionOpen":false,"setting":{"multiBarChart":{"stacked":false},"scatterChart":{"xAxis":{"name":"PRED_YRS_RESIDENCE","index":1,"aggr":"sum"},"yAxis":{"name":"RESIDUALS","index":2,"aggr":"sum"}},"lineChart":{}},"keys":[],"groups":[],"values":[]},"helium":{}}},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TABLE","data":"CUST_ID\tPRED_YRS_RESIDENCE\tRESIDUALS\n100700\t6.1\t0.1\n102900\t2.5\t-0.5\n103200\t3.1\t0.1\n103900\t4.7\t-1.3\n100015\t5.3\t-0.7\n100017\t3\t-2\n100048\t2\t0\n100061\t3.9\t-0.1\n100064\t6.2\t1.2\n100086\t1.3\t0.3\n100112\t5.8\t-0.2\n100125\t3\t2\n100127\t1.9\t-0.1\n100134\t4.2\t2.2\n100163\t6\t0\n100179\t5.9\t-1.1\n100211\t1.9\t-0.1\n100219\t5.9\t0.9\n100225\t2.2\t0.2\n100241\t4.7\t0.7\n100255\t2.8\t-0.2\n100264\t2.8\t0.8\n100268\t4.7\t-0.3\n100286\t4.4\t0.4\n100320\t2\t0\n100336\t3.2\t0.2\n100349\t1.7\t0.7\n100378\t3.2\t-0.8\n100384\t3.2\t0.2\n100439\t1.9\t-0.1\n100445\t5.7\t1.7\n100447\t1.7\t-1.3\n100456\t5\t-1\n100458\t1.9\t-0.1\n100497\t5.5\t-1.5\n100518\t4.5\t-1.5\n100536\t1.8\t0.8\n100577\t5.7\t0.7\n100619\t3.1\t0.1\n100627\t5.8\t-1.2\n100630\t1.2\t-0.8\n100653\t4.5\t-0.5\n100661\t6.4\t-0.6\n100672\t6.8\t-1.2\n100675\t1.9\t0.9\n100701\t5.9\t-1.1\n100707\t3.4\t0.4\n100719\t4.8\t0.8\n100727\t0.7\t-0.3\n100747\t3.1\t0.1\n100787\t2.2\t0.2\n100792\t4.2\t-0.8\n100905\t7\t-2\n100996\t4.1\t0.1\n101006\t3.9\t-1.1\n101009\t4.7\t0.7\n101046\t3.4\t0.4\n101048\t2.8\t-0.2\n101064\t1.4\t0.4\n101096\t3.6\t0.6\n101099\t1\t0\n101104\t2.1\t0.1\n101108\t4.1\t-0.9\n101132\t3.5\t-0.5\n101137\t4.4\t1.4\n101140\t2\t-1\n101170\t3.6\t0.6\n101173\t4.7\t1.7\n101178\t4.5\t-1.5\n101233\t5.1\t-0.9\n101234\t3\t2\n101262\t1.7\t-0.3\n101276\t2.1\t0.1\n101284\t1.9\t-0.1\n101357\t2.8\t0.8\n101360\t2.8\t0.8\n101395\t3.1\t0.1\n101430\t4\t-1\n101450\t4.8\t0.8\n101466\t5.2\t0.2\n101470\t2.2\t0.2\n101475\t4.4\t0.4\n101478\t2.9\t1.9\n101534\t4.4\t0.4\n101547\t5.7\t0.7\n101556\t3.8\t1.8\n101557\t5.7\t-0.3\n101559\t4.7\t-2.3\n101588\t1.7\t0.7\n101593\t6.5\t-1.5\n101649\t5.1\t0.1\n101662\t5.9\t-1.1\n101669\t1.3\t0.3\n101680\t4.3\t1.3\n101681\t5.5\t-1.5\n101731\t6.3\t-0.7\n101736\t1.6\t-0.4\n101745\t3.4\t0.4\n101768\t3.2\t0.2\n101801\t5.3\t-0.7\n101831\t5.6\t-1.4\n101862\t5.2\t-1.8\n101888\t1.7\t-0.3\n101894\t5\t0\n101904\t3.9\t-0.1\n101923\t2.1\t0.1\n101968\t3.6\t0.6\n101989\t5.7\t1.7\n102005\t3.1\t0.1\n102015\t5.9\t-0.1\n102027\t5.8\t-0.2\n102041\t5.5\t-2.5\n102076\t4.3\t0.3\n102080\t5.5\t-1.5\n102097\t7.3\t0.3\n102107\t5.9\t-0.1\n102118\t5.1\t0.1\n102147\t5.7\t-0.3\n102155\t3.9\t-0.1\n102173\t4.6\t0.6\n102177\t5.7\t0.7\n102183\t5.5\t-2.5\n102184\t6.1\t1.1\n102194\t5.3\t3.3\n102225\t2.2\t0.2\n102230\t5.7\t-2.3\n102283\t5.8\t-1.2\n102295\t6.8\t-1.2\n102301\t2.1\t1.1\n102333\t4.8\t-0.2\n102338\t3.5\t0.5\n102350\t3.6\t0.6\n102355\t2.5\t-0.5\n102372\t1.3\t-0.7\n102373\t5.3\t0.3\n102376\t5.7\t-0.3\n102458\t3.2\t-1.8\n102465\t3.5\t-0.5\n102513\t4.7\t0.7\n102524\t3.3\t0.3\n102542\t4.7\t0.7\n102546\t3.3\t-0.7\n102569\t5.2\t2.2\n102583\t4.5\t0.5\n102642\t3.1\t0.1\n102664\t2.8\t0.8\n102702\t5.5\t0.5\n102723\t4\t1\n102836\t3.6\t1.6\n102849\t4.4\t-0.6\n102854\t6.2\t0.2\n102857\t3.5\t-0.5\n102869\t5.3\t-0.7\n102907\t4.2\t-1.8\n102952\t1.2\t0.2\n102980\t1.3\t0.3\n103040\t5.3\t1.3\n103055\t3.8\t-1.2\n103064\t4.5\t-0.5\n103083\t4.7\t-0.3\n103136\t4.6\t0.6\n103139\t5.2\t0.2\n103208\t3\t0\n103210\t5\t2\n103213\t5.3\t1.3\n103216\t4.2\t0.2\n103223\t6.3\t0.3\n103241\t2\t1\n103251\t5.6\t0.6\n103257\t3.3\t0.3\n103259\t4.5\t0.5\n103276\t7.5\t-0.5\n103296\t5.5\t-0.5\n103315\t6.3\t2.3\n103337\t4.4\t0.4\n103360\t2.7\t-0.3\n103372\t5\t-2\n103403\t3.6\t0.6\n103414\t4.2\t2.2\n103433\t5.6\t0.6\n103458\t3.2\t1.2\n103467\t6.8\t-1.2\n103560\t5.9\t-2.1\n103577\t3.3\t1.3\n103579\t7.2\t-1.8\n103586\t5.4\t0.4\n103610\t1.9\t-0.1\n103629\t1.9\t-0.1\n103636\t6.5\t-3.5\n103708\t5.9\t0.9\n103755\t4.2\t1.2\n103758\t4.4\t0.4\n103787\t2.1\t0.1\n103789\t3.1\t0.1\n103856\t3.5\t-0.5\n103860\t3.8\t-0.2\n103881\t1.6\t0.6\n103905\t3.9\t-0.1\n103925\t5.9\t0.9\n103940\t6.6\t0.6\n103946\t1.9\t-0.1\n103960\t5.1\t1.1\n103991\t5.9\t0.9\n103993\t3.1\t0.1\n103996\t2.2\t0.2\n104048\t4.7\t1.7\n104086\t1\t0\n104094\t3.6\t0.6\n104098\t3\t0\n104129\t2.8\t-0.2\n104135\t6.9\t-1.1\n104206\t6.9\t-0.1\n104208\t3.6\t-1.4\n104209\t5.8\t-0.2\n104238\t1.7\t0.7\n104247\t5.4\t0.4\n104307\t8\t-3\n104318\t5.3\t-1.7\n104319\t3.9\t-0.1\n104335\t4.4\t0.4\n104366\t0.7\t-0.3\n104380\t5.3\t0.3\n104403\t2.8\t1.8\n104467\t2.2\t0.2\n104475\t4.6\t-0.4\n101600\t5.8\t0.8\n103600\t2.9\t1.9\n100092\t5\t-2\n100094\t5.6\t0.6\n100101\t3.6\t0.6\n100106\t4.2\t0.2\n100130\t5.5\t0.5\n100142\t6.3\t0.3\n100161\t6.9\t-3.1\n100246\t3\t1\n100256\t6.1\t-2.9\n100285\t3.9\t-0.1\n100312\t3.4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Another option: create XGBoost Regression Model using Settings Table\nThe settings table is an alternative way to specify algorithm settings to build the model. We first drop the settings table, create it, and then populate it with settings before building the model.\n","user":"OMLUSER","dateUpdated":"2022-03-09T19:41:26+0000","progress":0,"config":{"editorSetting":{"language":"md","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/markdown","fontSize":9,"editorHide":true,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"HTML","data":"

Another option: create XGBoost Regression Model using Settings Table

\n

The settings table is an alternative way to specify algorithm settings to build the model. We first drop the settings table, create it, and then populate it with settings before building the model.

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