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decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_001.json

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+{
+  "id": "001",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "I'm reviewing these two employee files side-by-side because we need to verify the flagged termination records. The first file, for employee ID 10171, shows a woman who was single and a US Citizen, identifying as White and not Hispanic/Latino. She worked as a Production Technician I in Massachusetts, zip code 2176, under manager Amy Dunn (Manager ID 11) in the Production department, which is Department ID 5. Her Position ID was 19. She was hired back on 5/16/2011 and was recruited through LinkedIn. Her performance was rated as \"Fully Meets\" (Performance Score ID 3), she scored a 3.45 on her engagement survey, and had an employee satisfaction score of 4. Her last review was on 5/13/2014. She wasn't involved in any special projects, was never late in the last 30 days, but had 5 absences. Her salary was 45998. Now, her employment status is listed as Voluntarily Terminated, with the termination reason being medical issues. Her status ID is 5, she wasn't from a diversity job fair, and the codes show she wasn't married (Married ID 0, Marital Status ID 0), her Gender ID is 0, and EmpStatusID is 5.  The second record, for ID 10287, is also a single woman who is a US Citizen, White, and not Hispanic/Latino. She holds the same position, Production Technician I (Position ID 19), also in Massachusetts but in zip code 2021, and also in the Production department (Dept ID 5), though she reports to a different manager, David Stanley (Manager ID 14). She was hired more recently, on 2/17/2014, and was also sourced from LinkedIn. Her performance, however, \"Needs Improvement\" (PerfScoreID 2). Her engagement survey score is lower at 2.44, but her self-reported satisfaction is a 5. She hasn't done any special projects either. Her last performance review was quite recent, on 2/11/2019. In the last 30 days, she was late 4 times and has a total of 18 absences. She earns a salary of 63025. Crucially, her current status is Active, with no termination reason listed (it says N/A-StillEmployed). Her EmpStatusID is 1, and similar to the first, her MarriedID is 0, MaritalStatusID is 0, GenderID is 0, and she wasn't from a diversity job fair.  Given that I'm looking for the one who was actually let go, which of these two employee records should I be focusing on?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10171",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "45998",
+          "Termd": "1",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2176",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "5/16/2011",
+          "DateofTermination": null,
+          "TermReason": "medical issues",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Amy Dunn",
+          "ManagerID": "11.0",
+          "RecruitmentSource": "LinkedIn",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "3.45",
+          "EmpSatisfaction": "4",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "5/13/2014",
+          "DaysLateLast30": "0",
+          "Absences": "5"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10287",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "1",
+          "DeptID": "5",
+          "PerfScoreID": "2",
+          "FromDiversityJobFairID": "0",
+          "Salary": "63025",
+          "Termd": "0",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2021",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "2/17/2014",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "Production       ",
+          "ManagerName": "David Stanley",
+          "ManagerID": "14.0",
+          "RecruitmentSource": "LinkedIn",
+          "PerformanceScore": "Needs Improvement",
+          "EngagementSurvey": "2.44",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "2/11/2019",
+          "DaysLateLast30": "4",
+          "Absences": "18"
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_002.json

@@ -0,0 +1,148 @@
+{
+  "id": "002",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "I'm going through these employee records to clear up some confusion about who was let go. Starting with the first file, this woman has employee ID 10296. She is single, a US citizen, not Hispanic or Latino, and her race is White. She was hired on 2/17/2014 for the role of Production Technician I in Massachusetts, ZIP code 2458, and she reported to manager Elijiah Gray, who has manager ID 16.0. Her department is Production with department ID 5, and her position ID is 19. With married ID 0, marital status ID 0, and gender ID 0, she wasn't married. Her employment status ID is 4, and she was terminated for cause due to no-call, no-show. Her performance score needs improvement, with performance score ID 2, and she wasn't from a diversity job fair, indicated by ID 0. Her salary was 59124, and she had an engagement survey score of 2.3, an employee satisfaction score of 3, and no special projects. Her last performance review was on 1/15/2017. In the last 30 days, she was late 5 times and had 19 absences. She was recruited via Google Search. Moving to the second record, employee ID 10104 is also a woman who is single, a US citizen, not Hispanic or Latino, and White. She was hired on 11/10/2014 as a Production Technician II in Massachusetts, ZIP code 1040, under the same manager Elijiah Gray with manager ID 16.0. Her department ID is 5, and position ID is 20. She has married ID 0, marital status ID 0, and gender ID 0, so she isn't married. Her employment status ID is 1, and she is still employed, with termination reason N/A. Her performance fully meets expectations, with performance score ID 3, and she wasn't from a diversity job fair. Her salary is 66738, engagement survey score 4.53, satisfaction 5, and no special projects. Her last review was on 1/16/2019, with no late days and 5 absences. She was recruited from Indeed. Finally, the third file is for employee ID 10060, a woman who is separated, a US citizen, not Hispanic or Latino, and White. She was hired on 1/6/2014 as a Production Technician I in Massachusetts, ZIP code 2109, under manager Kelley Spirea with manager ID 18.0. Department ID is 5, and position ID is 19. She has married ID 0, marital status ID 3, and gender ID 0. Her employment status ID is 1, so she is active. Her performance fully meets, with score ID 3, and diversity job fair ID 0. Salary is 60436, engagement survey 5.0, satisfaction 5, and no special projects. Last review on 1/21/2019, no late days, and 9 absences. She was recruited from LinkedIn. With all this info, can you point out the employee who was terminated?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10296",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "4",
+          "DeptID": "5",
+          "PerfScoreID": "2",
+          "FromDiversityJobFairID": "0",
+          "Salary": "59124",
+          "Termd": "1",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2458",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "2/17/2014",
+          "DateofTermination": null,
+          "TermReason": "no-call, no-show",
+          "EmploymentStatus": "Terminated for Cause",
+          "Department": "Production       ",
+          "ManagerName": "Elijiah Gray",
+          "ManagerID": "16.0",
+          "RecruitmentSource": "Google Search",
+          "PerformanceScore": "Needs Improvement",
+          "EngagementSurvey": "2.3",
+          "EmpSatisfaction": "3",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "1/15/2017",
+          "DaysLateLast30": "5",
+          "Absences": "19"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10104",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "1",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "66738",
+          "Termd": "0",
+          "PositionID": "20",
+          "Position": "Production Technician II",
+          "State": "MA",
+          "Zip": "1040",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "11/10/2014",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "Production       ",
+          "ManagerName": "Elijiah Gray",
+          "ManagerID": "16.0",
+          "RecruitmentSource": "Indeed",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.53",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "1/16/2019",
+          "DaysLateLast30": "0",
+          "Absences": "5"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10060",
+          "MarriedID": "0",
+          "MaritalStatusID": "3",
+          "GenderID": "0",
+          "EmpStatusID": "1",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "60436",
+          "Termd": "0",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2109",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Separated",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "1/6/2014",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "Production       ",
+          "ManagerName": "Kelley Spirea",
+          "ManagerID": "18.0",
+          "RecruitmentSource": "LinkedIn",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "5.0",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "1/21/2019",
+          "DaysLateLast30": "0",
+          "Absences": "9"
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_003.json

@@ -0,0 +1,148 @@
+{
+  "id": "003",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "The first employee record shows a woman with ID 10196 who is married, as per married ID 1 and marital status ID 1. Her gender ID is 0, so she's female. She has employment status ID 5 and works in department ID 5 as a Production Technician II, position ID 20. Located in MA, ZIP 1810, her marital description is Married, and she's a US Citizen, not Hispanic or Latino, White. Hired on 7/5/2011, but terminated voluntarily due to hours, with employment status Voluntarily Terminated. In the Production department, managed by Kissy Sullivan, manager ID 20.0. Recruited from LinkedIn, performance score Fully Meets with ID 3. Engagement survey 3.02, satisfaction 3, no special projects. Last performance review on 5/15/2012. No late days in last 30, but 3 absences. Not from diversity job fair, salary 64955. Shifting to the second file, this employee has ID 10082, not married with married ID 0 and marital status ID 0. Gender ID 0 for female. Employment status ID 2, department ID 3 as Sr. DBA, position ID 27. In MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Black or African American. Hired 6/30/2016, termination reason N/A-StillEmployed, status Active. IT/IS department, manager Simon Roup with ID 4.0. Recruited from LinkedIn, performance Fully Meets, ID 3. Engagement 5.0, satisfaction 5, 6 special projects. Last review 2/18/2019. No late days, 7 absences. Not from diversity job fair, salary 100031. On the other hand, the third record is for ID 10232, also not married with IDs 0. Gender ID 0 female. Employment status ID 1, department ID 3 as Senior BI Developer, position ID 22. MA, ZIP 1886. Single, US Citizen, not Hispanic or Latino, Asian. Hired 10/2/2016, termination reason N/A-StillEmployed, status Active. IT/IS, manager Brian Champaigne, ID 13.0. Recruited from Indeed, performance Fully Meets, ID 3. Engagement 4.1, satisfaction 5, 7 special projects. Last review 1/8/2019. No late days, 2 absences. Not from diversity job fair, salary 81584. From this, can you identify who left the company?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10196",
+          "MarriedID": "1",
+          "MaritalStatusID": "1",
+          "GenderID": "0",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "64955",
+          "Termd": "1",
+          "PositionID": "20",
+          "Position": "Production Technician II",
+          "State": "MA",
+          "Zip": "1810",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Married",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "7/5/2011",
+          "DateofTermination": null,
+          "TermReason": "hours",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Kissy Sullivan",
+          "ManagerID": "20.0",
+          "RecruitmentSource": "LinkedIn",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "3.02",
+          "EmpSatisfaction": "3",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "5/15/2012",
+          "DaysLateLast30": "0",
+          "Absences": "3"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10082",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "2",
+          "DeptID": "3",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "100031",
+          "Termd": "0",
+          "PositionID": "27",
+          "Position": "Sr. DBA",
+          "State": "MA",
+          "Zip": "1886",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "Black or African American",
+          "DateofHire": "6/30/2016",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "IT/IS",
+          "ManagerName": "Simon Roup",
+          "ManagerID": "4.0",
+          "RecruitmentSource": "LinkedIn",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "5.0",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "6",
+          "LastPerformanceReview_Date": "2/18/2019",
+          "DaysLateLast30": "0",
+          "Absences": "7"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10232",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "1",
+          "DeptID": "3",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "81584",
+          "Termd": "0",
+          "PositionID": "22",
+          "Position": "Senior BI Developer",
+          "State": "MA",
+          "Zip": "1886",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "Asian",
+          "DateofHire": "10/2/2016",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "IT/IS",
+          "ManagerName": "Brian Champaigne",
+          "ManagerID": "13.0",
+          "RecruitmentSource": "Indeed",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.1",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "7",
+          "LastPerformanceReview_Date": "1/8/2019",
+          "DaysLateLast30": "0",
+          "Absences": "2"
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_004.json

@@ -0,0 +1,148 @@
+{
+  "id": "004",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "This morning, the senior team is reviewing personnel files because we need to identify stable employees for a new long-term mentorship program—finding someone unlikely to leave is absolutely critical, and I'm stuck. I have three profiles in front of me. For the first, employee ID 10095, their marital IDs are zero and zero, gender ID is zero, employment status ID is five, and department ID is five. Their performance score ID is three, and their from diversity job fair ID is zero, with a salary of 63878 as a Production Technician II in Massachusetts, zip code 1851. They're listed as Single, a US Citizen, not Hispanic or Latino, and White. Hired on 10/26/2009, their termination reason was maternity leave - did not return, so their employment status is Voluntarily Terminated in the Production department under manager Michael Albert, recruited from CareerBuilder with a Fully Meets performance score. Their engagement survey was four point six eight, special projects count is zero, and their last performance review was on 4/2/2015. The second file is for employee ID 10235, with marital status ID one, gender ID one, employment status ID one, and department ID five. Their from diversity job fair ID is zero, salary 54285, and position ID nineteen for Production Technician I, also in Massachusetts, zip 2045, male, a US Citizen, and not Hispanic or Latino. Hired on 3/31/2014, termination reason is N/A-StillEmployed, so they're Active, managed by Kelley Spirea with manager ID eighteen point zero, recruited via Employee Referral, performance score Fully Meets, last review 1/11/2019, days late in last thirty is zero, and absences are three. The third is employee ID 10196, married ID one, marital status ID one, employment status ID five, department ID five, performance score ID three, from diversity job fair ID zero, salary 64955, position ID twenty for Production Technician II, zip 1810, female, marital description Married, not Hispanic or Latino, race White, hired 7/5/2011, employment status Voluntarily Terminated in Production under Kissy Sullivan, manager ID twenty point zero, performance score Fully Meets, engagement survey three point zero two, satisfaction three, and special projects count zero. I've uploaded our past records for you to compare all these specific IDs and details. Given the patterns in the file I sent, who should we pick for the stable, long-term role?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10095",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "63878",
+          "Termd": "1",
+          "PositionID": null,
+          "Position": "Production Technician II",
+          "State": "MA",
+          "Zip": "1851",
+          "DOB": null,
+          "Sex": null,
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "10/26/2009",
+          "DateofTermination": null,
+          "TermReason": "maternity leave - did not return",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Michael Albert",
+          "ManagerID": null,
+          "RecruitmentSource": "CareerBuilder",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.68",
+          "EmpSatisfaction": null,
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "4/2/2015",
+          "DaysLateLast30": null,
+          "Absences": null
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10235",
+          "MarriedID": null,
+          "MaritalStatusID": "1",
+          "GenderID": "1",
+          "EmpStatusID": "1",
+          "DeptID": "5",
+          "PerfScoreID": null,
+          "FromDiversityJobFairID": "0",
+          "Salary": "54285",
+          "Termd": "0",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2045",
+          "DOB": null,
+          "Sex": "M ",
+          "MaritalDesc": null,
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": null,
+          "DateofHire": "3/31/2014",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": null,
+          "ManagerName": "Kelley Spirea",
+          "ManagerID": "18.0",
+          "RecruitmentSource": "Employee Referral",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": null,
+          "EmpSatisfaction": null,
+          "SpecialProjectsCount": null,
+          "LastPerformanceReview_Date": "1/11/2019",
+          "DaysLateLast30": "0",
+          "Absences": "3"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10196",
+          "MarriedID": "1",
+          "MaritalStatusID": "1",
+          "GenderID": null,
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "64955",
+          "Termd": "1",
+          "PositionID": "20",
+          "Position": "Production Technician II",
+          "State": null,
+          "Zip": "1810",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Married",
+          "CitizenDesc": null,
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "7/5/2011",
+          "DateofTermination": null,
+          "TermReason": null,
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Kissy Sullivan",
+          "ManagerID": "20.0",
+          "RecruitmentSource": null,
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "3.02",
+          "EmpSatisfaction": "3",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": null,
+          "DaysLateLast30": null,
+          "Absences": null
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_005.json

@@ -0,0 +1,148 @@
+{
+  "id": "005",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "Reviewing these three employee snapshots against the company’s past termination data is crucial for a report, and every single ID code needs to be accounted for. Starting with the first: a status showing MarriedID zero, MaritalStatusID zero, GenderID zero, working in DeptID three as a Database Administrator in MA, zip twenty-four ninety-three, Sex F, a US Citizen, not HispanicLatino, RaceDesc White, with a TermReason of N/A-StillEmployed and EmploymentStatus Active in the IT/IS Department under ManagerID four point zero, recruited via Indeed, PerformanceScore Fully Meets with a PerfScoreID of three, EngagementSurvey four point four eight, EmpSatisfaction five, involved in six SpecialProjectsCount, reviewed on one slash three slash twenty-nineteen, zero DaysLateLast30, and four Absences. The second snapshot is for EmpID ten thousand two hundred sixty-two: MarriedID zero, MaritalStatusID two, EmpStatusID five, DeptID five, PerfScoreID three, FromDiversityJobFairID zero, Salary forty-six thousand four hundred thirty, PositionID nineteen for Production Technician I in MA zip twenty-four seventy-four, Sex F, MaritalDesc Divorced, US Citizen, not HispanicLatino, hired nine slash twenty-four slash twenty-twelve, TermReason unhappy, EmploymentStatus Voluntarily Terminated, managed by Kissy Sullivan, EngagementSurvey four point five, EmpSatisfaction five, zero SpecialProjectsCount, last reviewed four slash two slash twenty-thirteen, and zero days late. The third is EmpID ten thousand two hundred sixty-seven: MarriedID zero, MaritalStatusID zero, GenderID zero, EmpStatusID five, DeptID five, PerfScoreID three, Salary fifty-seven thousand eight hundred fifteen, PositionID twenty, located in MA zip twenty-two ten, Sex F, MaritalDesc Single, a US Citizen, RaceDesc White, hired one slash ten slash twenty-eleven, left due to a career change with EmploymentStatus Voluntarily Terminated, manager Elijiah Gray with ManagerID sixteen point zero, PerformanceScore Fully Meets, EngagementSurvey four point eight, EmpSatisfaction five, zero SpecialProjectsCount, and five Absences. Looking at the trends in the historical file I sent, can you help me pick out the one who is definitely still employed?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": null,
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": null,
+          "DeptID": "3",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": null,
+          "Salary": null,
+          "Termd": "0",
+          "PositionID": null,
+          "Position": "Database Administrator",
+          "State": "MA",
+          "Zip": "2493",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": null,
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": null,
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "IT/IS",
+          "ManagerName": null,
+          "ManagerID": "4.0",
+          "RecruitmentSource": "Indeed",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.48",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "6",
+          "LastPerformanceReview_Date": "1/3/2019",
+          "DaysLateLast30": "0",
+          "Absences": "4"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10262",
+          "MarriedID": "0",
+          "MaritalStatusID": "2",
+          "GenderID": null,
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "46430",
+          "Termd": "1",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2474",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Divorced",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": null,
+          "DateofHire": "9/24/2012",
+          "DateofTermination": null,
+          "TermReason": "unhappy",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": null,
+          "ManagerName": "Kissy Sullivan",
+          "ManagerID": null,
+          "RecruitmentSource": null,
+          "PerformanceScore": null,
+          "EngagementSurvey": "4.5",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "4/2/2013",
+          "DaysLateLast30": "0",
+          "Absences": null
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10267",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": null,
+          "Salary": "57815",
+          "Termd": "1",
+          "PositionID": "20",
+          "Position": null,
+          "State": "MA",
+          "Zip": "2210",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": null,
+          "RaceDesc": "White",
+          "DateofHire": "1/10/2011",
+          "DateofTermination": null,
+          "TermReason": "career change",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": null,
+          "ManagerName": "Elijiah Gray",
+          "ManagerID": "16.0",
+          "RecruitmentSource": null,
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.8",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": null,
+          "DaysLateLast30": null,
+          "Absences": "5"
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/Human_Resources_Data_Set_B2_006.json

@@ -0,0 +1,148 @@
+{
+  "id": "006",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Human_Resources_Data_Set",
+  "table_path": "kaggle/Human_Resources_Data_Set",
+  "query": "I'm reviewing some employee profiles from our historical archives and need a second opinion. We've got three individuals here. First up is employee 10155. She's a single female, a US Citizen who is not Hispanic or Latino, and her race is Black or African American. Hired on 1/9/2012, she's an active Software Engineer in Massachusetts, ZIP 2176, under manager Alex Sweetwater (ID 10), and was recruited from CareerBuilder. Her performance is Fully Meets, she scored 3.79 on the engagement survey, and has an employee satisfaction of 5. She's involved in 5 special projects, had her last review on 1/25/2019, has 0 days late in the last 30 days, and 8 absences. Her salary is 101199. The internal IDs are: MarriedID 0, MaritalStatusID 0, GenderID 0, EmpStatusID 1, DeptID 4, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 24.  Next is employee 10100. She is separated, female, a US Citizen, not Hispanic or Latino, and also Black or African American. Hired 4/4/2011, she voluntarily terminated for \"more money.\" She was a Production Technician II in Massachusetts (ZIP 2343) in the Production department, managed by Kelley Spirea (ID 18), and found via Google Search. Her performance was Fully Meets, with an engagement score of 4.62 and satisfaction of 5. She worked on 0 special projects, her last review was 5/6/2015, she had 0 days late and 1 absence. Salary was 58275. Her IDs: MarriedID 0, MaritalStatusID 3, GenderID 0, EmpStatusID 5, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 20.  The third is employee 10065. He is a single male, US Citizen, not Hispanic or Latino, and White. Also hired 4/4/2011, he voluntarily left for \"Another position.\" He was a Production Technician I in Massachusetts (ZIP 2155) in Production, managed by Kissy Sullivan (ID 20), and also recruited via Google Search. Performance was Fully Meets, engagement 5.0, satisfaction 5. Special projects: 0, last review 7/2/2018, 0 days late, 4 absences. Salary 53180. IDs: MarriedID 0, MaritalStatusID 0, GenderID 1, EmpStatusID 5, DeptID 5, PerfScoreID 3, FromDiversityJobFairID 0, PositionID 19.  Looking at the trends in the file I sent, can you tell me which one best fits the profile of a current, retained employee?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10155",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "0",
+          "EmpStatusID": "1",
+          "DeptID": "4",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "101199",
+          "Termd": "0",
+          "PositionID": "24",
+          "Position": "Software Engineer",
+          "State": "MA",
+          "Zip": "2176",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "Black or African American",
+          "DateofHire": "1/9/2012",
+          "DateofTermination": null,
+          "TermReason": "N/A-StillEmployed",
+          "EmploymentStatus": "Active",
+          "Department": "Software Engineering",
+          "ManagerName": "Alex Sweetwater",
+          "ManagerID": "10.0",
+          "RecruitmentSource": "CareerBuilder",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "3.79",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "5",
+          "LastPerformanceReview_Date": "1/25/2019",
+          "DaysLateLast30": "0",
+          "Absences": "8"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10100",
+          "MarriedID": "0",
+          "MaritalStatusID": "3",
+          "GenderID": "0",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "58275",
+          "Termd": "1",
+          "PositionID": "20",
+          "Position": "Production Technician II",
+          "State": "MA",
+          "Zip": "2343",
+          "DOB": null,
+          "Sex": "F",
+          "MaritalDesc": "Separated",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "Black or African American",
+          "DateofHire": "4/4/2011",
+          "DateofTermination": null,
+          "TermReason": "more money",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Kelley Spirea",
+          "ManagerID": "18.0",
+          "RecruitmentSource": "Google Search",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "4.62",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "5/6/2015",
+          "DaysLateLast30": "0",
+          "Absences": "1"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Employee_Name": null,
+          "EmpID": "10065",
+          "MarriedID": "0",
+          "MaritalStatusID": "0",
+          "GenderID": "1",
+          "EmpStatusID": "5",
+          "DeptID": "5",
+          "PerfScoreID": "3",
+          "FromDiversityJobFairID": "0",
+          "Salary": "53180",
+          "Termd": "1",
+          "PositionID": "19",
+          "Position": "Production Technician I",
+          "State": "MA",
+          "Zip": "2155",
+          "DOB": null,
+          "Sex": "M ",
+          "MaritalDesc": "Single",
+          "CitizenDesc": "US Citizen",
+          "HispanicLatino": "No",
+          "RaceDesc": "White",
+          "DateofHire": "4/4/2011",
+          "DateofTermination": null,
+          "TermReason": "Another position",
+          "EmploymentStatus": "Voluntarily Terminated",
+          "Department": "Production       ",
+          "ManagerName": "Kissy Sullivan",
+          "ManagerID": "20.0",
+          "RecruitmentSource": "Google Search",
+          "PerformanceScore": "Fully Meets",
+          "EngagementSurvey": "5.0",
+          "EmpSatisfaction": "5",
+          "SpecialProjectsCount": "0",
+          "LastPerformanceReview_Date": "7/2/2018",
+          "DaysLateLast30": "0",
+          "Absences": "4"
+        }
+      }
+    ],
+    "target_column": "Termd",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/current.csv

@@ -0,0 +1,18 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Perry, Shakira",10171,0,0,0,5,5,3,0,45998,1,19,Production Technician I,MA,2176,07/20/86,F,Single,US Citizen,No,White,5/16/2011,10/25/2015,medical issues,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,3.45,4,0,5/13/2014,0,5
+"Trang, Mei",10287,0,0,0,1,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18
+"Evensen, April",10296,0,0,0,4,5,2,0,59124,1,19,Production Technician I,MA,2458,05/06/89,F,Single,US Citizen,No,White,2/17/2014,2/25/2018,"no-call, no-show",Terminated for Cause,Production       ,Elijiah Gray,16.0,Google Search,Needs Improvement,2.3,3,0,1/15/2017,5,19
+"Nowlan, Kristie",10104,0,0,0,1,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
+"Jhaveri, Sneha  ",10060,0,3,0,1,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Carr, Claudia  N",10082,0,0,0,2,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
+"Le, Binh",10232,0,0,0,1,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2
+"Sloan, Constance",10095,0,0,0,5,5,3,0,63878,1,20,Production Technician II,MA,1851,11/25/87,F,Single,US Citizen,No,White,10/26/2009,4/8/2015,maternity leave - did not return,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,4.68,4,0,4/2/2015,0,20
+"England, Rex",10235,1,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Horton, Jayne",10112,0,0,0,1,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
+"Purinton, Janine",10262,0,2,0,5,5,3,0,46430,1,19,Production Technician I,MA,2474,09/22/70,F,Divorced,US Citizen,No,White,9/24/2012,6/18/2013,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.5,5,0,4/2/2013,0,16
+"Bondwell, Betsy",10267,0,0,0,5,5,3,0,57815,1,20,Production Technician II,MA,2210,01/16/67,F,Single,US Citizen,No,White,1/10/2011,4/4/2014,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.8,5,0,3/4/2014,0,5
+"Del Bosque, Keyla",10155,0,0,0,1,4,3,0,101199,0,24,Software Engineer,MA,2176,07/05/79,F,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,CareerBuilder,Fully Meets,3.79,5,5,1/25/2019,0,8
+"Demita, Carla",10100,0,3,0,5,5,3,0,58275,1,20,Production Technician II,MA,2343,02/25/51,F,Separated,US Citizen,No,Black or African American,4/4/2011,11/4/2015,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.62,5,0,5/6/2015,0,1
+"Rossetti, Bruno",10065,0,0,1,5,5,3,0,53180,1,19,Production Technician I,MA,2155,03/18/87,M ,Single,US Citizen,No,White,4/4/2011,8/13/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,5,0,7/2/2018,0,4

decision_making/daily/classification/Human_Resources_Data_Set_B2/history.csv

@@ -0,0 +1,296 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Smith, Sade",10157,0,0,0,1,5,3,0,58939,0,19,Production Technician I,MA,2130,02/02/65,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.73,3,0,1/24/2019,0,16
+"Foster-Baker, Amy",10080,1,1,0,1,1,3,0,99351,0,26,Sr. Accountant,MA,2050,04/16/79,F,Married,US Citizen,no,White,1/5/2009,,N/A-StillEmployed,Active,Admin Offices,Board of Directors,9.0,Other,Fully Meets,5.0,3,2,2/8/2019,0,3
+"Langford, Lindsey",10106,0,2,0,5,5,3,0,66074,1,20,Production Technician II,MA,2090,07/25/79,F,Divorced,US Citizen,No,Asian,1/7/2013,3/31/2014,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.52,3,0,2/20/2014,0,20
+"Newman, Richard ",10063,1,1,1,3,5,3,0,48495,0,19,Production Technician I,MA,2136,04/08/77,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/18/2019,0,11
+"Beak, Kimberly  ",10023,1,1,0,2,5,4,0,70131,0,20,Production Technician II,MA,2145,04/17/66,F,Married,US Citizen,No,White,7/21/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Exceeds,4.4,3,0,1/14/2019,0,16
+"Hutter, Rosalie",10214,0,3,0,2,5,3,0,64995,0,20,Production Technician II,MA,2351,05/07/92,F,Separated,US Citizen,No,White,6/5/2015,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Indeed,Fully Meets,4.5,3,0,2/14/2019,0,6
+"Latif, Mohammed",10249,1,1,1,5,5,3,0,61962,1,20,Production Technician II,MA,2126,05/09/84,M ,Married,US Citizen,No,White,4/2/2012,4/15/2013,more money,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.9,3,0,2/20/2013,0,20
+"Nguyen, Lei-Ming",10206,0,0,0,1,5,3,0,62061,0,19,Production Technician I,MA,2132,07/07/84,F,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.6,5,0,1/2/2019,0,4
+"Ren, Kylo",10140,1,1,1,1,6,3,0,61809,0,3,Area Sales Manager,ID,83706,10/12/54,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.98,3,0,1/28/2019,0,4
+"McKinzie, Jac",10202,1,1,1,2,6,3,0,63291,0,3,Area Sales Manager,TX,78789,07/01/84,M ,Married,US Citizen,No,Two or more races,7/6/2016,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,3.4,4,0,1/29/2019,0,7
+"Monkfish, Erasumus",10213,1,1,1,1,5,3,0,58207,0,20,Production Technician II,MA,1450,08/17/92,M ,Married,US Citizen,No,White,11/7/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.7,3,0,1/8/2019,0,14
+"King, Janet",10089,1,1,0,1,2,3,0,250000,0,16,President & CEO,MA,1902,09/21/54,F,Married,US Citizen,Yes,White,7/2/2012,,N/A-StillEmployed,Active,Executive Office,Board of Directors,9.0,Indeed,Fully Meets,4.83,3,0,1/17/2019,0,10
+"Dolan, Linda",10133,1,1,0,1,3,3,0,70621,0,14,IT Support,MA,2119,07/18/88,F,Married,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.11,4,6,2/25/2019,0,16
+"Kinsella, Kathleen  ",10166,1,1,0,5,5,3,0,54005,1,19,Production Technician I,MA,2170,12/08/73,F,Married,US Citizen,No,White,9/26/2011,6/4/2015,more money,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.6,5,0,3/1/2015,0,16
+"Darson, Jene'ya ",10056,1,1,0,1,5,3,0,57583,0,19,Production Technician I,MA,2110,11/05/78,F,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,5.0,3,0,2/25/2019,0,1
+"Goyal, Roxana",10256,1,1,0,3,5,3,0,49256,0,19,Production Technician I,MA,1864,10/09/74,F,Married,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,5,0,2/15/2019,0,3
+"Khemmich, Bartholemew",10231,0,0,1,1,6,3,0,65310,0,3,Area Sales Manager,CO,80820,11/27/79,M ,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.3,5,0,1/22/2019,0,13
+"Power, Morissa",10187,0,2,0,5,5,3,0,46799,1,19,Production Technician I,MA,1742,10/15/84,F,Divorced,Eligible NonCitizen,No,Asian,5/16/2011,6/4/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,3.17,4,0,4/2/2018,0,14
+"Soze, Keyser",10180,1,1,1,2,3,3,0,87565,0,28,Sr. Network Engineer,MA,1545,02/09/83,M ,Married,US Citizen,No,Asian,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.27,4,5,1/14/2019,0,13
+"Walker, Roger",10190,0,0,1,1,5,3,0,66541,0,20,Production Technician II,MA,2459,02/10/76,M ,Single,US Citizen,No,Black or African American,8/18/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.11,5,0,2/12/2019,0,4
+"DiNocco, Lily ",10284,1,1,0,1,5,2,0,61584,0,19,Production Technician I,MA,2351,12/02/78,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Needs Improvement,3.88,4,0,1/18/2019,0,6
+"Monterro, Luisa",10025,0,0,0,1,5,4,0,72460,0,20,Production Technician II,MA,2126,04/24/70,F,Single,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Indeed,Exceeds,4.7,3,0,1/14/2019,0,1
+"Ruiz, Ricardo",10222,0,2,1,5,3,3,1,148999,1,13,IT Manager - DB,MA,1915,01/04/64,M ,Divorced,US Citizen,No,Black or African American,1/9/2012,11/4/2015,hours,Voluntarily Terminated,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Fully Meets,4.3,4,6,1/4/2015,0,8
+"Crimmings,   Jean",10132,0,0,0,2,5,3,0,56149,0,19,Production Technician I,MA,1821,04/10/87,F,Single,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.12,5,0,1/28/2019,0,15
+"Pham, Hong",10050,1,1,1,5,5,3,0,64724,1,19,Production Technician I,MA,2451,03/06/88,M ,Married,US Citizen,No,Asian,7/5/2011,11/30/2012,more money,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,3,0,2/20/2012,0,13
+"Handschiegl, Joanne",10125,1,1,0,1,5,3,0,54828,0,19,Production Technician I,MA,2127,03/23/77,F,Married,US Citizen,No,White,11/28/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.2,4,0,2/22/2019,0,13
+"Steans, Tyrone  ",10147,0,0,1,1,1,3,0,63003,0,1,Accountant I,MA,2703,09/01/86,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.9,5,5,1/18/2019,0,9
+"Mckenna, Sandy",10145,1,1,0,1,5,3,0,62810,0,19,Production Technician I,MA,2184,01/07/87,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,3.93,3,0,1/30/2019,0,20
+"Delarge, Alex",10306,0,0,1,1,6,1,0,61568,0,3,Area Sales Manager,AL,36006,11/02/75,M ,Single,US Citizen,No,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,PIP,1.93,3,0,1/30/2019,6,5
+"Roby, Lori ",10162,1,1,0,1,3,3,0,89883,0,9,Data Analyst,MA,1886,10/11/81,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.69,5,6,2/14/2019,0,15
+"Voldemort, Lord",10118,1,1,1,4,3,3,0,113999,1,8,Database Administrator,MA,1960,08/07/86,M ,Married,US Citizen,No,Black or African American,2/16/2015,2/22/2017,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.33,3,7,2/15/2017,0,9
+"Good, Susan",10237,1,1,0,3,5,3,0,66825,0,20,Production Technician II,MA,1886,05/25/86,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.6,3,0,2/7/2019,0,20
+"Smith, Martin",10286,0,0,1,5,5,2,0,53564,1,19,Production Technician I,MA,2458,03/17/88,M ,Single,US Citizen,No,Black or African American,1/10/2011,12/28/2017,career change,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Needs Improvement,3.54,5,0,4/6/2017,4,15
+"Burkett, Benjamin ",10181,1,1,1,1,5,3,0,62162,0,20,Production Technician II,MA,1890,08/19/77,M ,Married,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.25,5,0,1/14/2019,0,15
+"Veera, Abdellah ",10014,0,2,1,5,5,4,0,58523,1,19,Production Technician I,MA,2171,01/31/87,M ,Divorced,US Citizen,No,White,8/13/2012,2/5/2016,maternity leave - did not return,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Exceeds,4.5,5,0,2/1/2016,0,15
+"Anderson, Linda  ",10002,0,0,0,1,5,4,0,57568,0,19,Production Technician I,MA,1844,05/22/77,F,Single,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Exceeds,5.0,5,0,1/7/2019,0,15
+"Clayton, Rick",10220,0,0,1,1,3,3,0,68678,0,14,IT Support,MA,2170,09/05/85,M ,Single,US Citizen,No,White,9/5/2012,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Indeed,Fully Meets,4.7,3,6,2/27/2019,0,2
+"Jung, Judy  ",10138,1,1,0,5,5,3,0,61154,1,19,Production Technician I,MA,2446,04/17/86,F,Married,US Citizen,No,Black or African American,1/10/2011,4/1/2016,unhappy,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Fully Meets,4.0,4,0,2/3/2016,0,4
+"Alagbe,Trina",10088,1,1,0,1,5,3,0,64991,0,19,Production Technician I,MA,1886,09/27/88,F,Married,US Citizen,No,White,1/7/2008,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.84,5,0,1/3/2019,0,15
+"Baczenski, Rachael  ",10252,1,1,0,5,5,3,1,54670,1,19,Production Technician I,MA,1902,01/12/74,F,Married,US Citizen,Yes,Black or African American,1/10/2011,1/12/2017,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Diversity Job Fair,Fully Meets,4.2,4,0,1/30/2016,0,12
+"Driver, Elle",10006,0,0,0,1,6,4,0,74241,0,3,Area Sales Manager,CA,90007,11/08/88,F,Single,US Citizen,No,White,1/10/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.77,5,0,1/27/2019,0,14
+"Champaigne, Brian",10108,1,1,1,1,3,3,0,110929,0,5,BI Director,MA,2045,02/09/72,M ,Married,US Citizen,No,White,9/6/2016,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,4.5,5,7,1/15/2019,0,8
+"Goble, Taisha",10246,0,0,0,4,3,3,0,114800,1,8,Database Administrator,MA,2127,10/23/71,F,Single,US Citizen,No,White,2/16/2015,3/15/2015,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.6,4,4,1/20/2015,0,10
+"Robinson, Cherly",10285,1,1,0,4,5,2,0,61422,1,19,Production Technician I,MA,1460,01/07/85,F,Married,US Citizen,No,White,1/10/2011,5/17/2016,attendance,Terminated for Cause,Production       ,Ketsia Liebig,19.0,Indeed,Needs Improvement,3.6,3,0,4/5/2016,4,16
+"Gonzalez, Maria",10101,0,3,0,1,3,3,0,61242,0,14,IT Support,MA,2472,04/16/81,F,Separated,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.61,4,5,1/28/2019,0,11
+"Langton, Enrico",10052,1,1,1,1,5,3,0,46120,0,19,Production Technician I,MA,2048,12/09/86,M ,Married,US Citizen,No,White,7/9/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,5,0,2/4/2019,0,13
+"Daneault, Lynn",10099,0,0,0,1,6,3,0,65729,0,21,Sales Manager,VT,5473,04/19/90,F,Single,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Indeed,Fully Meets,4.62,4,0,1/24/2019,0,8
+"Givens, Myriam",10255,0,0,0,1,6,3,0,61555,0,3,Area Sales Manager,IN,46204,09/22/89,F,Single,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.5,5,0,1/25/2019,0,20
+"Lindsay, Leonara ",10008,0,0,0,1,3,4,1,51777,0,14,IT Support,CT,6070,10/05/88,F,Single,US Citizen,Yes,Black or African American,1/21/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Diversity Job Fair,Exceeds,4.64,4,5,1/25/2019,0,14
+"Squatrito, Kristen",10030,0,2,0,5,5,4,0,62425,1,19,Production Technician I,MA,2359,03/26/73,F,Divorced,US Citizen,No,White,5/13/2013,6/29/2015,unhappy,Voluntarily Terminated,Production       ,David Stanley,14.0,LinkedIn,Exceeds,4.1,4,0,3/2/2015,0,16
+"Jeannite, Tayana",10009,0,2,0,1,5,4,0,60724,0,20,Production Technician II,MA,1821,11/06/86,F,Divorced,US Citizen,No,American Indian or Alaska Native,7/5/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Exceeds,4.6,4,0,2/25/2019,0,11
+"Fraval, Maruk ",10258,0,0,1,1,6,3,0,67251,0,3,Area Sales Manager,CT,6050,08/28/63,M ,Single,US Citizen,No,Black or African American,9/6/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,CareerBuilder,Fully Meets,4.3,3,0,1/27/2019,2,7
+"Tippett, Jeanette",10123,0,2,0,1,5,3,0,56339,0,19,Production Technician I,MA,2093,06/05/67,F,Divorced,US Citizen,No,Black or African American,2/18/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.21,5,0,1/14/2019,0,4
+"Cockel, James",10261,0,0,1,1,5,3,0,63108,0,19,Production Technician I,MA,2452,09/08/77,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.4,5,0,1/14/2019,0,3
+"Howard, Estelle",10182,1,1,0,1,1,3,0,49920,1,2,Administrative Assistant,MA,2170,09/16/85,F,Married,US Citizen,No,Black or African American,2/16/2015,4/15/2015,"no-call, no-show",Terminated for Cause,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.24,3,4,4/15/2015,0,6
+"Fett, Boba",10309,0,0,1,1,3,1,0,53366,0,15,Network Engineer,MA,2138,06/18/87,M ,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,PIP,1.2,3,6,2/4/2019,3,2
+"Manchester, Robyn",10077,1,1,0,2,5,3,0,62385,0,20,Production Technician II,MA,2324,08/25/76,F,Married,US Citizen,No,White,5/11/2016,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,5.0,3,0,1/21/2019,0,4
+"Saada, Adell",10126,1,1,0,1,4,3,0,86214,0,24,Software Engineer,MA,2132,07/24/86,F,Married,US Citizen,No,White,11/5/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.2,3,6,2/13/2019,0,2
+"Ferguson, Susan",10189,1,1,0,5,5,3,0,57748,1,19,Production Technician I,MA,2176,04/14/55,F,Married,US Citizen,No,White,11/7/2011,5/17/2016,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.13,3,0,2/4/2016,0,16
+"Whittier, Scott",10072,0,0,1,5,5,3,0,58371,1,19,Production Technician I,MA,2030,05/24/87,M ,Single,US Citizen,Yes,White,1/10/2011,5/15/2014,hours,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,5,0,5/15/2014,0,11
+"Estremera, Miguel",10280,0,0,1,4,5,2,0,60340,1,19,Production Technician I,MA,2129,09/02/83,M ,Single,US Citizen,No,White,4/2/2012,9/27/2018,attendance,Terminated for Cause,Production       ,Michael Albert,22.0,Google Search,Needs Improvement,5.0,4,0,4/12/2018,5,16
+"Barbara, Thomas",10242,1,1,1,5,5,3,1,47211,1,19,Production Technician I,MA,2062,02/21/74,M ,Married,US Citizen,Yes,Black or African American,4/2/2012,9/19/2016,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,4.2,3,0,5/6/2016,0,15
+"Kirill, Alexandra  ",10170,1,1,0,5,5,3,0,45433,1,19,Production Technician I,MA,2127,10/08/70,F,Married,US Citizen,No,White,9/26/2011,1/9/2014,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.49,4,0,1/30/2013,0,6
+"Valentin,Jackie",10205,1,1,0,1,6,3,0,57859,0,3,Area Sales Manager,AZ,85006,05/23/91,F,Married,US Citizen,No,Two or more races,7/5/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,2.81,3,0,1/17/2019,0,16
+"Athwal, Sam",10062,0,4,1,1,5,3,0,59365,0,19,Production Technician I,MA,2199,02/18/83,M ,Widowed,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,5.0,4,0,2/25/2019,0,19
+"Hunts, Julissa",10201,0,0,0,2,5,3,0,69340,0,20,Production Technician II,MA,2021,03/11/84,F,Single,US Citizen,No,White,6/6/2016,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.0,5,0,1/18/2019,0,4
+"Rhoads, Thomas",10058,0,2,1,5,5,3,0,45115,1,19,Production Technician I,MA,2176,07/22/82,M ,Divorced,US Citizen,Yes,White,5/16/2011,1/15/2016,retiring,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,5.0,4,0,3/30/2015,0,11
+"Bugali, Josephine ",10203,0,3,0,3,5,3,1,64375,0,19,Production Technician I,MA,2043,10/30/69,F,Separated,US Citizen,No,Black or African American,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,3.5,5,0,1/21/2019,0,17
+"Dunne, Amy",10211,1,1,0,1,5,3,0,62514,0,19,Production Technician I,MA,1749,09/23/73,F,Married,US Citizen,No,White,4/26/2010,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,2.9,3,0,1/21/2019,0,6
+"Gonzalez, Juan",10300,1,1,1,5,5,1,1,68898,1,20,Production Technician II,MA,2128,10/12/64,M ,Married,US Citizen,No,Black or African American,4/26/2010,5/30/2011,career change,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Diversity Job Fair,PIP,3.0,3,0,3/6/2011,3,10
+"Carey, Michael  ",10115,0,0,1,1,5,3,0,52846,0,19,Production Technician I,MA,1701,02/02/83,M ,Single,US Citizen,No,Black or African American,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.43,3,0,2/1/2019,0,14
+"Anderson, Carol ",10069,0,2,0,5,5,3,0,50825,1,19,Production Technician I,MA,2169,09/08/89,F,Divorced,US Citizen,No,White,7/11/2011,9/6/2016,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,5.0,4,0,2/1/2016,0,2
+"Wolk, Hang  T",10174,0,0,0,1,5,3,0,60446,0,20,Production Technician II,MA,2302,04/20/85,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.4,4,0,2/21/2019,0,14
+"Fancett, Nicole",10136,0,0,0,1,5,3,0,65902,0,20,Production Technician II,MA,2324,09/27/87,F,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.0,4,0,1/7/2019,0,7
+"Ybarra, Catherine ",10301,0,0,0,5,5,1,0,48513,1,19,Production Technician I,MA,2458,05/04/82,F,Single,US Citizen,No,Asian,9/2/2008,9/29/2015,Another position,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,PIP,3.2,2,0,9/2/2015,5,4
+"Fernandes, Nilson  ",10308,1,1,1,1,5,1,0,64057,0,19,Production Technician I,MA,2132,10/18/89,M ,Married,US Citizen,No,White,5/11/2015,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.56,5,0,1/3/2019,6,15
+"Bachiochi, Linda",10114,0,0,0,3,5,3,1,47837,0,19,Production Technician I,MA,1902,02/11/70,F,Single,US Citizen,No,Black or African American,7/6/2009,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Fully Meets,4.46,3,0,1/25/2019,0,4
+"Roehrich, Bianca",10149,0,0,0,5,3,3,0,120000,1,29,Principal Data Architect,MA,2703,05/27/73,F,Single,US Citizen,Yes,White,1/5/2015,11/10/2018,Another position,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.88,3,7,2/13/2018,0,12
+"Chivukula, Enola",10240,0,0,0,5,5,3,0,64786,1,19,Production Technician I,MA,1775,08/27/83,F,Single,US Citizen,No,White,6/27/2011,11/15/2015,relocation out of area,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,4.3,4,0,3/10/2015,0,3
+"Theamstern, Sophia",10141,0,0,0,5,5,3,0,48413,1,19,Production Technician I,MA,2066,05/09/65,F,Single,US Citizen,No,White,7/5/2011,9/5/2016,return to school,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.98,4,0,3/2/2016,0,1
+"Osturnka, Adeel",10021,1,1,1,1,5,4,0,47414,0,19,Production Technician I,MA,2478,12/11/76,M ,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Exceeds,5.0,3,0,2/7/2019,0,13
+"Clukey, Elijian",10029,1,1,1,2,5,4,0,50373,0,19,Production Technician I,MA,2134,08/26/80,M ,Married,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,4.1,4,0,2/28/2019,0,5
+"Wilber, Barry",10048,1,1,1,5,5,3,0,55140,1,19,Production Technician I,MA,2324,09/09/65,M ,Married,Eligible NonCitizen,No,White,5/16/2011,9/7/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Website,Fully Meets,5.0,3,0,2/15/2015,0,7
+"Roper, Katie",10086,0,0,0,1,3,3,0,150290,0,7,Data Architect,MA,2056,11/21/72,F,Single,US Citizen,No,Black or African American,1/7/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.94,3,5,2/6/2019,0,17
+"Chigurh, Anton",10200,0,0,1,1,6,3,0,66808,0,3,Area Sales Manager,TX,78207,06/11/70,M ,Single,Eligible NonCitizen,No,Black or African American,5/14/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Employee Referral,Fully Meets,3.0,5,0,1/19/2019,0,17
+"Spirea, Kelley",10090,1,1,0,1,5,3,0,65714,0,18,Production Manager,MA,2451,09/30/75,F,Married,US Citizen,No,White,10/2/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,LinkedIn,Fully Meets,4.83,5,0,2/14/2019,0,15
+"Zamora, Jennifer",10010,0,0,0,1,3,4,0,220450,0,6,CIO,MA,2067,08/30/79,F,Single,US Citizen,No,White,4/10/2010,,N/A-StillEmployed,Active,IT/IS,Janet King,2.0,Employee Referral,Exceeds,4.6,5,6,2/21/2019,0,16
+"Bozzi, Charles",10175,0,0,1,5,5,3,0,74312,1,18,Production Manager,MA,1901,03/10/70,M ,Single,US Citizen,No,Asian,9/30/2013,8/7/2014,retiring,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,3.39,3,0,2/20/2014,0,14
+"Von Massenbach, Anna",10183,0,0,0,2,5,3,0,62068,0,19,Production Technician I,MA,2124,04/06/85,F,Single,US Citizen,No,White,7/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.21,3,0,1/29/2019,0,7
+"Becker, Renee",10245,0,0,0,4,3,3,0,110000,1,8,Database Administrator,MA,2026,04/04/86,F,Single,US Citizen,Yes,White,7/7/2014,9/12/2015,performance,Terminated for Cause,IT/IS,Simon Roup,4.0,Google Search,Fully Meets,4.5,4,5,1/15/2015,0,8
+"Huynh, Ming",10160,0,2,0,5,5,3,0,68182,1,20,Production Technician II,MA,1742,09/22/76,F,Divorced,US Citizen,No,White,2/21/2011,4/1/2013,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.72,3,0,2/1/2013,0,18
+"Corleone, Vito",10019,0,0,1,1,5,4,0,170500,0,10,Director of Operations,MA,2030,03/19/83,M ,Single,US Citizen,No,Black or African American,1/5/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,3.7,5,0,2/4/2019,0,15
+"Boutwell, Bonalyn",10081,1,1,0,1,1,3,1,106367,0,26,Sr. Accountant,MA,2468,04/04/87,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,3.0,Diversity Job Fair,Fully Meets,5.0,4,3,2/18/2019,0,4
+"Barbossa, Hector",10012,0,2,1,1,3,4,1,92328,0,9,Data Analyst,TX,78230,07/04/88,M ,Divorced,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Diversity Job Fair,Exceeds,4.28,4,5,2/25/2019,0,9
+"Rachael, Maggie",10239,1,1,0,1,3,3,0,95920,0,4,BI Developer,MA,2110,05/12/80,F,Married,US Citizen,No,Black or African American,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.4,4,6,2/6/2019,0,10
+"Davis, Daniel",10143,0,0,1,1,5,3,0,56294,0,20,Production Technician II,MA,2458,09/14/79,M ,Single,Eligible NonCitizen,No,Two or more races,11/7/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.96,4,0,2/27/2019,0,6
+"Dietrich, Jenna  ",10304,0,0,0,1,6,1,0,59231,0,3,Area Sales Manager,WA,98052,05/14/87,F,Single,US Citizen,Yes,White,2/20/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,PIP,2.3,1,0,1/29/2019,2,17
+"Morway, Tanya",10151,1,1,0,1,3,3,0,52599,0,15,Network Engineer,MA,2048,04/04/79,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,3.81,3,6,2/11/2019,0,6
+"Villanueva, Noah",10253,0,0,1,1,6,3,0,55875,0,3,Area Sales Manager,ME,4063,07/11/89,M ,Single,US Citizen,No,Asian,3/5/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.5,4,0,1/18/2019,0,11
+"Monroe, Peter",10288,1,1,1,1,3,2,1,157000,0,13,IT Manager - Infra,MA,2134,10/05/86,M ,Married,Eligible NonCitizen,Yes,Black or African American,2/15/2012,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Needs Improvement,2.39,3,6,2/22/2019,4,13
+"Landa, Hans",10092,1,1,1,4,5,3,0,82758,1,18,Production Manager,MA,1890,07/01/72,M ,Married,US Citizen,No,White,1/10/2011,12/12/2015,attendance,Terminated for Cause,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.78,4,0,2/15/2015,0,9
+"Torrence, Jack",10013,0,3,1,1,6,4,0,64397,0,3,Area Sales Manager,ND,58782,01/15/68,M ,Separated,US Citizen,No,White,1/9/2006,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.1,3,0,1/4/2019,0,6
+"Kampew, Donysha",10244,0,0,0,5,6,3,0,68999,1,21,Sales Manager,PA,19444,11/11/89,F,Single,US Citizen,No,White,11/7/2011,4/24/2014,maternity leave - did not return,Voluntarily Terminated,Sales,Debra Houlihan,15.0,Google Search,Fully Meets,4.5,5,0,3/30/2013,0,2
+"Tejeda, Lenora ",10146,1,1,0,5,5,3,0,72202,1,20,Production Technician II,MA,2129,05/24/53,F,Married,US Citizen,No,White,5/16/2011,7/8/2017,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.93,3,0,4/18/2017,0,3
+"Robinson, Elias",10020,0,4,1,1,5,4,0,63353,0,19,Production Technician I,MA,1730,01/28/85,M ,Widowed,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,3.6,5,0,2/11/2019,0,4
+"Ndzi, Colombui",10215,0,0,1,5,5,3,1,50470,1,19,Production Technician I,MA,2110,05/02/89,M ,Single,US Citizen,No,Black or African American,9/26/2011,4/4/2014,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.3,3,0,3/2/2013,0,19
+"Ndzi, Horia",10185,1,1,1,5,5,3,0,46664,1,19,Production Technician I,MA,2421,03/28/83,M ,Married,US Citizen,No,White,4/1/2013,5/25/2016,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,3.18,3,0,3/6/2016,0,10
+"Johnson, George",10034,1,1,1,5,5,4,0,46837,1,19,Production Technician I,MA,2445,08/19/59,M ,Married,US Citizen,No,White,11/7/2011,4/29/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Exceeds,4.7,4,0,2/14/2018,0,9
+"Rivera, Haley  ",10011,1,1,0,1,5,4,0,46738,0,19,Production Technician I,MA,2171,01/12/73,F,Married,US Citizen,No,Asian,11/28/2011,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Exceeds,4.36,5,0,2/11/2019,0,16
+"Close, Phil",10269,1,1,1,5,5,3,0,59369,1,20,Production Technician II,MA,2169,11/25/78,M ,Married,US Citizen,No,White,8/30/2010,9/26/2011,career change,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.2,4,0,5/4/2011,0,6
+"Dickinson, Geoff ",10276,0,0,1,1,5,3,0,51259,0,19,Production Technician I,MA,2180,11/15/82,M ,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,4,0,2/19/2019,0,1
+"Soto, Julia ",10119,1,1,0,1,3,3,0,66593,0,14,IT Support,MA,2360,03/12/73,F,Married,US Citizen,No,Black or African American,6/10/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.3,3,5,2/8/2019,0,19
+"Liebig, Ketsia",10017,1,1,0,1,5,4,0,77915,0,18,Production Manager,MA,2110,10/26/81,F,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Website,Exceeds,4.1,3,0,1/21/2019,0,11
+"Lynch, Lindsay",10004,0,0,0,5,5,4,1,47434,1,19,Production Technician I,MA,1844,02/14/73,F,Single,US Citizen,Yes,Black or African American,11/7/2011,11/14/2015,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Exceeds,5.0,4,0,2/2/2015,0,17
+"Shepard, Anita ",10179,1,1,0,1,3,3,0,50750,0,15,Network Engineer,MA,1773,04/14/81,F,Married,US Citizen,No,White,9/30/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.31,3,6,1/7/2019,0,7
+"Punjabhi, Louis  ",10225,0,0,1,1,5,3,0,59472,0,19,Production Technician I,MA,2109,06/19/61,M ,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.8,3,0,1/7/2019,0,14
+"Goeth, Amon",10228,1,1,1,1,3,3,0,74679,0,14,IT Support,MA,2135,11/24/89,M ,Married,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,4.3,5,7,1/10/2019,0,20
+"Barton, Nader",10066,0,2,1,5,5,3,0,52505,1,19,Production Technician I,MA,2747,07/15/77,M ,Divorced,US Citizen,No,White,9/24/2012,4/6/2017,Another position,Voluntarily Terminated,Production       ,Michael Albert,22.0,On-line Web application,Fully Meets,5.0,5,0,3/2/2017,0,1
+"Linares, Marilyn ",10186,1,1,0,5,5,3,0,52624,1,19,Production Technician I,MA,1886,03/26/81,F,Married,US Citizen,No,White,7/5/2011,9/26/2018,unhappy,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.18,4,0,3/2/2018,0,16
+"Quinn, Sean",10131,1,1,1,5,1,3,1,83363,1,23,Software Engineer,MA,2045,11/06/84,M ,Married,Eligible NonCitizen,No,Black or African American,2/21/2011,8/15/2015,career change,Voluntarily Terminated,Software Engineering,Janet King,2.0,Diversity Job Fair,Fully Meets,4.15,4,0,4/19/2014,0,4
+"Martin, Sandra",10110,0,0,0,1,4,3,0,105688,0,24,Software Engineer,MA,2135,11/07/87,F,Single,US Citizen,No,Asian,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Google Search,Fully Meets,4.5,5,4,1/14/2019,0,14
+"Bates, Norman",10061,0,0,1,4,5,3,0,57834,1,19,Production Technician I,MA,2050,10/18/81,M ,Single,US Citizen,No,White,2/21/2011,8/4/2017,attendance,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,5.0,4,0,4/5/2017,0,20
+"Owad, Clinton",10281,0,0,1,1,5,2,0,53060,0,19,Production Technician I,MA,1760,11/24/79,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Needs Improvement,4.25,3,0,2/4/2019,4,6
+"Sander, Kamrin",10169,1,1,0,1,5,3,0,56147,0,19,Production Technician I,MA,2154,07/10/88,F,Married,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.51,3,0,2/18/2019,0,2
+"Bunbury, Jessica",10188,1,1,0,5,6,3,0,74326,1,3,Area Sales Manager,VA,21851,06/01/64,F,Married,Eligible NonCitizen,No,Black or African American,8/15/2011,8/2/2014,Another position,Voluntarily Terminated,Sales,John Smith,17.0,Google Search,Fully Meets,3.14,5,0,2/10/2013,1,19
+"Heitzman, Anthony",10129,0,0,1,1,5,3,0,46998,0,19,Production Technician I,MA,2149,01/04/84,M ,Single,US Citizen,No,White,8/13/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,4.17,4,0,2/11/2019,0,1
+"Tredinnick, Neville ",10044,1,1,1,5,3,3,0,75281,1,15,Network Engineer,MA,1420,05/05/88,M ,Married,US Citizen,No,White,1/5/2015,2/12/2016,medical issues,Voluntarily Terminated,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,5.0,3,5,4/15/2015,0,11
+"Rarrick, Quinn",10152,0,2,1,5,5,3,0,61729,1,19,Production Technician I,MA,2478,12/31/84,M ,Divorced,US Citizen,No,White,9/26/2011,4/7/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.8,5,0,2/4/2018,0,19
+"Harrington, Christie ",10097,0,0,0,5,5,3,0,52177,1,19,Production Technician I,MA,2324,08/18/52,F,Single,US Citizen,No,White,1/9/2012,12/15/2015,retiring,Voluntarily Terminated,Production       ,Webster Butler,39.0,CareerBuilder,Fully Meets,4.64,4,0,5/2/2015,0,8
+"Costello, Frank",10193,1,1,1,1,3,3,0,83552,0,9,Data Analyst,MA,1810,08/26/86,M ,Married,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.04,3,6,1/22/2019,0,2
+"LaRotonda, William  ",10038,0,2,1,1,1,3,0,64520,0,1,Accountant I,MA,1460,04/26/84,M ,Divorced,US Citizen,No,Black or African American,1/6/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,4,4,1/17/2019,0,3
+"Vega, Vincent",10144,0,2,1,1,5,3,0,88976,0,17,Production Manager,MA,2169,10/10/68,M ,Divorced,US Citizen,No,White,8/1/2011,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,3.93,3,0,2/27/2019,0,19
+"Wang, Charlie",10172,0,0,1,1,3,3,0,84903,0,22,Senior BI Developer,MA,1887,07/08/81,M ,Single,US Citizen,No,Asian,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.42,4,7,1/4/2019,0,17
+"Robertson, Peter",10224,1,1,1,5,5,3,0,55578,1,20,Production Technician II,MA,2138,07/03/72,M ,Married,US Citizen,No,White,7/5/2011,2/8/2012,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.2,5,0,1/6/2012,0,13
+"Shields, Seffi",10091,1,1,0,1,5,3,0,52087,0,19,Production Technician I,MA,2149,08/24/85,F,Married,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.81,4,0,2/15/2019,0,15
+"Roup,Simon",10198,0,0,1,1,3,3,0,140920,0,13,IT Manager - DB,MA,2481,04/05/73,M ,Single,US Citizen,No,White,1/20/2013,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,3.6,5,7,2/18/2019,0,13
+"Stansfield, Norman",10307,1,1,1,1,6,1,0,58273,0,3,Area Sales Manager,NV,89139,05/09/74,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,PIP,1.81,2,0,1/17/2019,3,5
+"Potts, Xana",10124,1,1,0,1,6,3,0,61844,0,3,Area Sales Manager,KY,40220,08/29/88,F,Married,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,4.2,5,0,2/1/2019,0,9
+"Zhou, Julia",10043,0,0,0,1,3,3,0,89292,0,9,Data Analyst,MA,2148,02/24/79,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,5.0,3,5,2/1/2019,0,11
+"Saar-Beckles, Melinda",10295,0,0,0,2,5,2,1,47750,0,19,Production Technician I,MA,1801,06/06/68,F,Single,US Citizen,No,Black or African American,7/4/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Needs Improvement,2.6,4,0,2/18/2019,5,4
+"Johnston, Yen",10036,0,0,0,1,5,4,0,63322,0,20,Production Technician II,MA,2128,09/08/69,F,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,4.3,3,0,1/11/2019,0,1
+"Gray, Elijiah  ",10098,0,2,1,1,5,3,0,62957,0,18,Production Manager,MA,1752,07/11/81,M ,Divorced,US Citizen,No,White,6/2/2015,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.63,3,0,1/4/2019,0,2
+"Gilles, Alex",10283,1,1,1,5,5,2,1,54933,1,19,Production Technician I,MA,2062,08/09/74,M ,Married,US Citizen,No,Black or African American,4/2/2012,6/25/2015,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Needs Improvement,3.97,4,0,1/20/2015,3,15
+"Carabbio, Judith",10085,0,0,0,1,4,3,0,93396,0,24,Software Engineer,MA,2132,04/05/87,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.96,4,6,1/30/2019,0,3
+"Johnson, Noelle ",10156,1,1,0,3,3,3,0,105700,0,8,Database Administrator,MA,2301,11/07/86,F,Married,US Citizen,No,Asian,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.75,3,5,2/11/2019,0,2
+"Gosciminski, Phylicia  ",10218,0,3,0,3,5,3,0,66149,0,20,Production Technician II,MA,1824,12/08/83,F,Separated,US Citizen,No,American Indian or Alaska Native,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.4,5,0,2/21/2019,0,1
+"Bacong, Alejandro ",10250,0,2,1,1,3,3,0,50178,0,14,IT Support,MA,1886,01/07/88,M ,Divorced,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Indeed,Fully Meets,5.0,5,6,2/18/2019,0,16
+"Stanford,Barbara  M",10278,0,2,0,1,5,3,0,47961,0,19,Production Technician I,MA,2050,08/25/82,F,Divorced,US Citizen,No,Two or more races,1/10/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.1,4,0,2/7/2019,0,9
+"Dee, Randy",10311,1,1,1,1,6,1,0,56991,0,19,Production Technician I,MA,2138,04/15/88,M ,Married,US Citizen,No,White,7/9/2018,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.3,4,3,1/31/2019,2,2
+"Cole, Spencer",10292,0,0,1,4,5,2,0,59144,1,19,Production Technician I,MA,1880,08/12/79,M ,Single,US Citizen,No,Black or African American,7/11/2011,9/23/2016,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,Needs Improvement,2.0,3,0,5/1/2016,5,16
+"Ivey, Rose ",10139,0,0,0,1,5,3,0,51908,0,19,Production Technician I,MA,1775,01/28/91,F,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.99,3,0,1/14/2019,0,14
+"Daniele, Ann  ",10212,1,1,0,3,3,3,0,85028,0,28,Sr. Network Engineer,CT,6033,01/18/52,F,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.1,5,8,2/12/2019,0,19
+"Dobrin, Denisa  S",10207,0,0,0,1,5,3,0,46335,0,19,Production Technician I,MA,2125,10/07/86,F,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,CareerBuilder,Fully Meets,3.4,5,0,2/19/2019,0,15
+"Adinolfi, Wilson  K",10026,0,0,1,1,5,4,0,62506,0,19,Production Technician I,MA,1960,07/10/83,M ,Single,US Citizen,No,White,7/5/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Exceeds,4.6,5,0,1/17/2019,0,1
+"Kreuger, Freddy",10165,0,0,1,1,6,3,1,71339,0,3,Area Sales Manager,NY,10171,02/24/69,M ,Single,US Citizen,Yes,Black or African American,3/7/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Diversity Job Fair,Fully Meets,3.65,5,0,1/17/2019,0,20
+"Wilkes, Annie",10204,0,2,0,5,5,3,0,58062,1,19,Production Technician I,MA,1876,07/30/83,F,Divorced,US Citizen,No,White,1/10/2011,5/14/2012,Another position,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.6,5,0,2/6/2011,0,9
+"Rose, Ashley  ",10054,0,3,0,1,5,3,0,60627,0,19,Production Technician I,MA,1886,12/05/74,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Website,Fully Meets,5.0,4,0,1/31/2019,0,8
+"Ait Sidi, Karthikeyan   ",10084,1,1,1,5,3,3,0,104437,1,27,Sr. DBA,MA,2148,05/05/75,M ,Married,US Citizen,No,White,3/30/2015,6/16/2016,career change,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.96,3,6,2/24/2016,0,17
+"Foreman, Tanya",10163,1,1,0,5,5,3,0,55965,1,20,Production Technician II,MA,2170,11/08/83,F,Married,US Citizen,No,White,4/4/2011,1/9/2013,career change,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.66,3,0,1/7/2012,0,6
+"Girifalco, Evelyn",10018,0,0,0,1,5,4,0,57815,0,19,Production Technician I,MA,2451,05/08/80,F,Single,US Citizen,Yes,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,Exceeds,3.9,4,0,2/7/2019,0,3
+"Corleone, Michael",10282,0,2,1,1,5,2,0,68051,0,18,Production Manager,MA,1803,12/17/75,M ,Divorced,US Citizen,No,White,7/20/2010,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,CareerBuilder,Needs Improvement,4.13,2,0,1/14/2019,3,3
+"Gold, Shenice  ",10243,0,0,0,1,5,3,0,53018,0,19,Production Technician I,MA,2451,06/18/92,F,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,5,0,2/18/2019,0,7
+"Mancuso, Karen",10073,1,1,0,5,5,3,0,68407,1,20,Production Technician II,MA,2176,12/10/86,F,Married,US Citizen,No,Two or more races,7/5/2011,8/19/2012,Another position,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,5.0,4,0,7/2/2012,0,16
+"Roberson, May",10230,0,2,0,5,5,3,0,64971,1,20,Production Technician II,MA,1902,09/05/81,F,Divorced,Eligible NonCitizen,No,Black or African American,9/26/2011,10/22/2011,return to school,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,4.5,4,0,10/22/2011,0,10
+"Engdahl, Jean",10247,0,0,1,1,5,3,0,48888,0,19,Production Technician I,MA,2026,05/31/74,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,5,0,2/13/2019,0,8
+"Brown, Mia",10238,1,1,0,1,1,3,1,63000,0,1,Accountant I,MA,1450,11/24/87,F,Married,US Citizen,No,Black or African American,10/27/2008,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,4.5,2,6,1/15/2019,0,14
+"Warfield, Sarah",10127,0,4,0,1,3,3,0,107226,0,28,Sr. Network Engineer,MA,2453,05/02/78,F,Widowed,US Citizen,No,Asian,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.2,4,8,2/5/2019,0,7
+"Moumanil, Maliki ",10120,0,3,1,1,5,3,0,74417,0,20,Production Technician II,MA,1460,12/01/74,M ,Separated,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.29,5,0,1/28/2019,0,11
+"Jacobi, Hannah  ",10236,0,2,0,1,5,3,0,45069,0,19,Production Technician I,MA,1778,03/22/66,F,Divorced,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Employee Referral,Fully Meets,4.3,5,0,2/22/2019,0,7
+"Peterson, Ebonee  ",10130,1,1,0,5,5,3,0,74669,1,18,Production Manager,MA,2030,05/09/77,F,Married,US Citizen,No,White,10/25/2010,5/18/2016,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,4.16,5,0,3/5/2015,0,6
+"Fitzpatrick, Michael  J",10093,0,0,1,5,5,3,0,72609,1,20,Production Technician II,MA,2143,10/01/81,M ,Single,US Citizen,Yes,White,5/16/2011,6/24/2013,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,4.76,5,0,4/5/2013,0,20
+"Medeiros, Jennifer",10068,0,0,0,1,5,3,0,55688,0,19,Production Technician I,MA,2346,09/22/76,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,5.0,4,0,1/21/2019,0,10
+"Linden, Mathew",10137,1,1,1,3,5,3,0,63450,0,20,Production Technician II,MA,1770,03/19/79,M ,Married,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.0,3,0,2/18/2019,0,7
+"Wallace, Courtney  E",10274,1,1,0,5,5,3,1,80512,1,18,Production Manager,MA,2478,11/14/55,F,Married,US Citizen,No,Black or African American,9/26/2011,1/2/2012,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Diversity Job Fair,Fully Meets,4.5,3,0,1/2/2012,0,5
+"Galia, Lisa",10273,0,0,0,1,3,3,0,65707,0,14,IT Support,CT,6040,07/06/68,F,Single,US Citizen,No,White,5/1/2010,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.7,4,5,2/1/2019,0,1
+"Pearson, Randall",10259,1,1,1,5,3,3,0,93093,1,9,Data Analyst,MA,2747,09/05/84,M ,Married,US Citizen,No,White,12/1/2014,5/1/2016,performance,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.7,4,5,1/16/2016,0,19
+"Chan, Lin",10210,0,0,0,1,5,3,0,54237,0,19,Production Technician I,MA,2170,02/12/79,F,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.3,4,0,2/19/2019,0,11
+"Gonzalez, Cayo",10031,0,2,1,1,5,4,1,59892,0,19,Production Technician I,MA,2108,09/29/69,M ,Divorced,US Citizen,No,Black or African American,7/11/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.5,4,0,2/18/2019,0,1
+"Becker, Scott",10277,0,0,1,3,5,3,0,53250,0,19,Production Technician I,MA,2452,04/06/79,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.2,4,0,1/11/2019,0,13
+"Jackson, Maryellen",10227,0,0,0,1,5,3,0,61242,0,19,Production Technician I,MA,2081,09/11/72,F,Single,US Citizen,No,Black or African American,11/5/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.1,3,0,1/17/2019,0,7
+"Navathe, Kurt",10079,0,0,1,1,3,3,0,87921,0,22,Senior BI Developer,MA,2056,04/25/70,M ,Single,US Citizen,No,Asian,2/10/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,5.0,3,6,2/25/2019,0,17
+"Buccheri, Joseph  ",10184,0,0,1,1,5,3,0,65288,0,20,Production Technician II,MA,1013,07/28/83,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,3.19,3,0,2/1/2019,0,9
+"Pelletier, Ermine",10297,1,1,0,5,5,2,0,60270,1,20,Production Technician II,MA,2472,07/18/89,F,Married,US Citizen,No,Asian,7/5/2011,9/15/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,CareerBuilder,Needs Improvement,2.4,5,0,2/6/2015,5,2
+"Sullivan, Kissy ",10158,1,1,0,1,5,3,0,63682,0,18,Production Manager,MA,1776,03/28/78,F,Married,US Citizen,No,Black or African American,1/8/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,3.73,4,0,1/24/2019,0,12
+"Billis, Helen",10003,1,1,0,1,5,4,0,62910,0,19,Production Technician I,MA,2031,09/01/89,F,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Exceeds,5.0,3,0,2/27/2019,0,19
+"Cady, Max ",10150,0,0,1,1,4,3,0,77692,0,25,Software Engineering Manager,MA,2184,11/22/66,M ,Single,US Citizen,No,White,8/15/2011,,N/A-StillEmployed,Active,Software Engineering,Jennifer Zamora,5.0,Google Search,Fully Meets,3.84,3,5,1/21/2019,0,4
+"Maurice, Shana",10053,1,1,0,1,5,3,0,54132,0,19,Production Technician I,MA,2330,11/22/77,F,Married,US Citizen,No,White,5/31/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Indeed,Fully Meets,5.0,4,0,1/10/2019,0,8
+"Forrest, Alex",10305,1,1,1,1,6,3,0,70187,1,3,Area Sales Manager,MA,2330,07/07/75,M ,Married,US Citizen,No,White,9/29/2014,8/19/2018,Fatal attraction,Terminated for Cause,Sales,Lynn Daneault,21.0,Employee Referral,PIP,2.0,5,0,1/28/2019,4,7
+"Eaton, Marianne",10064,1,1,0,5,5,3,0,60070,1,19,Production Technician I,MA,2343,09/05/91,F,Married,US Citizen,No,White,4/4/2011,6/6/2017,military,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,3,0,4/9/2017,0,7
+"Tannen, Biff",10173,1,1,1,1,3,3,0,90100,0,4,BI Developer,MA,2134,10/24/87,M ,Married,US Citizen,No,White,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.4,3,6,1/2/2019,0,14
+"Volk, Colleen",10022,1,1,0,4,5,4,0,49773,1,19,Production Technician I,MA,2747,06/03/86,F,Married,US Citizen,No,White,9/26/2011,2/8/2016,gross misconduct,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Exceeds,4.3,5,0,2/1/2015,0,18
+"Chace, Beatrice ",10067,0,0,0,1,5,3,0,61656,0,19,Production Technician I,MA,2763,01/02/51,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,5.0,4,0,2/12/2019,0,11
+"Lecter, Hannibal",10251,1,1,1,1,5,3,0,64738,0,19,Production Technician I,MA,1776,09/02/82,M ,Married,US Citizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.1,3,0,2/22/2019,0,10
+"Strong, Caitrin",10241,1,1,0,1,6,3,0,60120,0,3,Area Sales Manager,MT,59102,05/12/89,F,Married,US Citizen,No,Black or African American,9/27/2010,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,4.1,4,0,1/31/2019,0,18
+"Dunn, Amy  ",10105,0,0,0,1,5,3,0,75188,0,18,Production Manager,MA,1731,11/28/73,F,Single,US Citizen,No,White,9/18/2014,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Google Search,Fully Meets,4.52,4,0,1/15/2019,0,4
+"Zima, Colleen",10271,0,4,0,1,5,3,0,45046,0,19,Production Technician I,MA,1730,08/17/78,F,Widowed,US Citizen,No,Asian,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.5,5,0,1/30/2019,0,2
+"Ozark, Travis",10041,0,0,1,1,6,3,0,68829,0,3,Area Sales Manager,NC,27229,05/19/82,M ,Single,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,5.0,5,0,1/14/2019,0,18
+"Woodson, Jason",10135,0,0,1,1,5,3,0,65893,0,20,Production Technician II,MA,1810,05/11/85,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.07,4,0,2/28/2019,0,13
+"Cierpiszewski, Caroline  ",10168,0,0,0,1,5,3,0,64816,0,19,Production Technician I,MA,2044,05/31/88,F,Single,Non-Citizen,No,Black or African American,10/3/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.58,5,0,1/30/2019,0,3
+"Simard, Kramer",10178,1,1,1,1,3,3,0,87826,0,9,Data Analyst,MA,2110,02/08/70,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.32,3,7,1/14/2019,0,16
+"Meads, Elizabeth",10128,0,0,0,5,5,3,1,62659,1,19,Production Technician I,MA,1760,05/30/68,F,Single,US Citizen,No,Black or African American,4/2/2012,11/11/2016,Another position,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.18,4,0,2/5/2016,0,17
+"Williams, Jacquelyn  ",10264,0,0,0,5,5,3,1,59728,1,19,Production Technician I,MA,2109,10/02/69,F,Single,US Citizen,Yes,Black or African American,1/9/2012,6/27/2015,relocation out of area,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Diversity Job Fair,Fully Meets,4.3,4,0,6/2/2014,0,16
+"DeVito, Tommy",10197,0,0,1,1,3,3,0,96820,0,4,BI Developer,MA,2045,09/04/83,M ,Single,US Citizen,No,White,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.01,5,7,1/23/2019,0,15
+"Miller, Brannon",10116,0,0,1,1,5,3,0,83667,0,18,Production Manager,MA,2045,08/10/81,M ,Single,US Citizen,yes,Hispanic,8/16/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,4.37,3,0,1/14/2019,0,2
+"Petingill, Shana  ",10217,1,1,0,1,5,3,0,74226,0,20,Production Technician II,MA,2050,03/10/79,F,Married,Eligible NonCitizen,No,Asian,4/2/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.3,3,0,1/14/2019,0,14
+"Dougall, Eric",10028,0,0,1,1,3,4,0,138888,0,13,IT Manager - Support,MA,1886,07/09/70,M ,Single,US Citizen,No,Black or African American,1/5/2014,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,4.3,5,5,1/4/2019,0,4
+"Hudson, Jane",10248,0,0,0,1,5,3,0,55425,0,19,Production Technician I,MA,2176,06/10/86,F,Single,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.8,4,0,1/7/2019,0,4
+"Gruber, Hans",10234,1,1,1,1,3,3,0,99020,0,4,BI Developer,MA,2134,06/30/89,M ,Married,US Citizen,No,Black or African American,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.2,5,5,1/28/2019,0,8
+"Miller, Ned",10298,0,0,1,5,5,1,0,55800,1,20,Production Technician II,MA,2472,06/29/85,M ,Single,US Citizen,No,White,8/15/2011,9/4/2014,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,PIP,3.0,2,0,1/14/2013,6,6
+"O'hare, Lynn",10303,0,0,0,4,5,1,0,52674,1,19,Production Technician I,MA,2152,09/30/80,F,Single,US Citizen,No,Two or more races,3/31/2014,5/1/2018,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,PIP,2.33,2,0,3/9/2018,6,3
+"Carter, Michelle ",10040,0,0,0,1,6,3,0,71860,0,3,Area Sales Manager,VT,5664,05/15/63,F,Single,US Citizen,No,White,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,5.0,5,0,1/21/2019,0,7
+"Brill, Donna",10177,1,1,0,5,5,3,0,53492,1,19,Production Technician I,MA,1701,08/24/90,F,Married,US Citizen,No,White,4/2/2012,6/15/2013,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.35,4,0,3/4/2013,0,6
+"Carthy, B'rigit",10076,0,0,0,1,5,3,0,55315,0,20,Production Technician II,MA,2149,05/21/87,F,Single,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/7/2019,0,16
+"Homberger, Adrienne  J",10195,1,1,0,5,5,3,0,63478,1,20,Production Technician II,MA,2445,02/16/84,F,Married,Non-Citizen,No,White,8/15/2011,4/7/2012,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,30.0,Indeed,Fully Meets,3.03,5,0,3/5/2012,0,16
+"Sewkumar, Nori",10071,0,0,0,3,5,3,0,50923,0,19,Production Technician I,MA,2191,03/10/75,F,Single,US Citizen,No,Asian,9/30/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,5.0,5,0,2/6/2019,0,14
+"Gerke, Melisa",10122,0,2,0,5,5,3,1,51505,1,19,Production Technician I,MA,2330,05/15/70,F,Divorced,US Citizen,No,Black or African American,11/7/2011,11/15/2016,hours,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Diversity Job Fair,Fully Meets,4.24,4,0,4/29/2016,0,2
+"Mahoney, Lauren  ",10219,0,0,0,1,5,3,0,45395,0,19,Production Technician I,MA,2189,07/07/86,F,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.6,4,0,2/26/2019,0,14
+"Hankard, Earnest",10074,0,0,1,1,5,3,0,64246,0,20,Production Technician II,MA,2155,08/10/88,M ,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,3,0,1/8/2019,0,20
+"Chang, Donovan  E",10154,0,0,1,1,5,3,0,60380,0,19,Production Technician I,MA,1845,08/24/83,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,3.8,5,0,1/14/2019,0,4
+"Houlihan, Debra",10272,1,1,0,1,6,3,0,180000,0,11,Director of Sales,RI,2908,03/17/66,F,Married,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Janet King,2.0,LinkedIn,Fully Meets,4.5,4,0,1/21/2019,0,19
+"Blount, Dianna",10294,0,0,0,1,5,2,0,66441,0,20,Production Technician II,MA,2171,09/21/90,F,Single,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Needs Improvement,2.0,3,0,2/27/2019,2,3
+"Knapp, Bradley  J",10208,0,0,1,1,5,3,0,46654,0,19,Production Technician I,MA,1721,11/10/77,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,3.1,3,0,2/6/2019,0,3
+"Gentry, Mildred",10159,1,1,0,1,5,3,0,51337,0,19,Production Technician I,MA,2145,10/01/90,F,Married,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.73,3,0,1/16/2019,0,19
+"MacLennan, Samuel",10191,0,4,1,5,5,3,0,52788,1,19,Production Technician I,MA,1938,11/09/72,M ,Widowed,US Citizen,No,White,9/24/2012,9/26/2017,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.08,4,0,4/1/2017,0,18
+"Kretschmer, John",10176,1,1,1,1,5,3,0,63973,0,19,Production Technician I,MA,1801,02/02/80,M ,Married,US Citizen,No,Asian,1/10/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.38,3,0,1/21/2019,0,17
+"Patronick, Lucas",10005,0,0,1,5,4,4,1,108987,1,24,Software Engineer,MA,1844,02/20/79,M ,Single,US Citizen,No,Black or African American,11/7/2011,9/7/2015,Another position,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Exceeds,5.0,5,3,8/16/2015,0,13
+"Sutwell, Barbara",10209,0,0,0,1,5,3,0,59238,0,19,Production Technician I,MA,2718,08/15/68,F,Single,Eligible NonCitizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.4,5,0,1/31/2019,0,13
+"Candie, Calvin",10001,0,0,1,1,5,4,0,72640,0,18,Production Manager,MA,2169,08/09/83,M ,Single,US Citizen,No,White,1/28/2016,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,5.0,3,0,2/22/2019,0,14
+"Smith, Joe",10027,0,0,1,1,5,4,0,60656,0,20,Production Technician II,MA,2045,10/30/63,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.3,3,0,1/28/2019,0,4
+"Winthrop, Jordan  ",10033,0,0,1,5,5,4,0,70507,1,20,Production Technician II,MA,2045,11/07/58,M ,Single,US Citizen,No,White,1/7/2013,2/21/2016,retiring,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,5.0,3,0,1/19/2016,0,7
+"Harrison, Kara",10007,1,1,0,1,5,4,0,62065,0,19,Production Technician I,MA,1886,05/02/74,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,CareerBuilder,Exceeds,4.76,4,0,2/15/2019,0,5
+"Wallace, Theresa",10293,0,0,0,5,5,2,0,50274,1,19,Production Technician I,MA,1887,08/02/80,F,Single,US Citizen,No,White,8/13/2012,9/1/2015,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Needs Improvement,2.5,3,0,9/5/2014,6,13
+"Leruth, Giovanni",10103,0,3,1,1,6,3,0,70468,0,3,Area Sales Manager,UT,84111,12/27/88,M ,Separated,US Citizen,No,Black or African American,4/30/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.53,3,0,1/29/2019,0,16
+"True, Edward",10102,0,0,1,5,4,3,1,100416,1,24,Software Engineer,MA,2451,06/14/83,M ,Single,Non-Citizen,No,Black or African American,2/18/2013,4/15/2018,medical issues,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Fully Meets,4.6,3,4,2/12/2017,0,9
+"Burke, Joelle",10107,0,0,0,1,5,3,0,63763,0,20,Production Technician II,MA,2148,03/02/80,F,Single,US Citizen,No,Black or African American,3/5/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,4.51,4,0,2/21/2019,0,3
+"Lundy, Susan",10096,0,4,0,5,5,3,0,67237,1,20,Production Technician II,MA,2122,12/26/76,F,Widowed,US Citizen,No,White,7/8/2013,9/15/2016,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.65,4,0,6/10/2016,0,15
+"Nguyen, Dheepa",10042,0,0,0,1,6,3,0,63695,0,3,Area Sales Manager,GA,30428,03/31/89,F,Single,US Citizen,No,Two or more races,7/8/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,5.0,5,0,1/25/2019,0,2
+"Beatrice, Courtney ",10055,0,0,0,1,5,3,0,59026,0,19,Production Technician I,MA,1915,10/27/70,F,Single,Eligible NonCitizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,5.0,5,0,1/14/2019,0,12
+"Trzeciak, Cybil",10270,0,0,0,5,5,3,0,74813,1,20,Production Technician II,MA,1778,03/15/85,F,Single,US Citizen,No,White,1/10/2011,7/2/2014,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.4,3,0,1/5/2014,0,5
+"Biden, Lowan  M",10226,0,2,0,1,5,3,0,64919,0,19,Production Technician I,MA,2027,12/27/58,F,Divorced,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.2,3,0,1/10/2019,0,2
+"Terry, Sharlene ",10161,0,0,0,1,6,3,0,58370,0,3,Area Sales Manager,OR,97756,05/07/65,F,Single,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,3.69,3,0,1/28/2019,0,18
+"Singh, Nan ",10039,0,0,0,1,1,3,0,51920,0,2,Administrative Assistant,MA,2330,05/19/88,F,Single,US Citizen,No,White,5/1/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,3,5,1/15/2019,0,2
+"Guilianno, Mike",10109,0,0,1,5,6,3,0,71707,1,3,Area Sales Manager,TN,37129,02/09/69,M ,Single,US Citizen,No,Two or more races,3/7/2012,10/31/2014,relocation out of area,Voluntarily Terminated,Sales,John Smith,17.0,LinkedIn,Fully Meets,4.5,5,0,2/1/2013,0,20
+"Leach, Dallas",10087,0,0,0,5,5,3,0,63676,1,19,Production Technician I,MA,1810,01/17/79,F,Single,US Citizen,No,Asian,9/26/2011,8/19/2018,return to school,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,4.88,3,0,7/2/2017,0,17
+"Motlagh,  Dawn",10254,0,2,0,1,5,3,0,63430,0,19,Production Technician I,MA,2453,07/07/84,F,Divorced,US Citizen,No,White,4/1/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,4,0,1/17/2019,0,18
+"Sadki, Nore  ",10260,0,0,1,5,5,3,0,46428,1,19,Production Technician I,MA,2148,12/21/74,M ,Single,US Citizen,No,White,1/5/2009,7/30/2018,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.6,5,0,2/5/2018,0,7
+"Immediato, Walter",10289,1,1,1,5,5,2,0,83082,1,18,Production Manager,MA,2128,11/15/76,M ,Married,US Citizen,No,Asian,2/21/2011,9/24/2012,unhappy,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Needs Improvement,2.34,2,0,4/12/2012,3,4
+"Panjwani, Nina",10148,1,1,0,5,5,3,0,63515,1,19,Production Technician I,MA,2351,05/01/79,F,Married,US Citizen,No,White,2/7/2011,1/12/2014,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.89,4,0,3/4/2013,0,7
+"Keatts, Kramer ",10192,0,0,1,1,5,3,0,50482,0,19,Production Technician I,MA,1887,01/19/76,M ,Single,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.07,4,0,1/23/2019,0,10
+"Thibaud, Kenneth",10268,0,4,1,5,5,3,0,67176,1,20,Production Technician II,MA,2472,09/16/75,M ,Widowed,US Citizen,No,White,6/25/2007,8/30/2010,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Other,Fully Meets,4.1,4,0,7/14/2010,0,15
+"Robinson, Alain  ",10047,1,1,1,5,5,3,0,50428,1,19,Production Technician I,MA,1420,01/07/74,M ,Married,US Citizen,No,Black or African American,1/10/2011,1/26/2016,attendance,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,5.0,3,0,1/10/2015,0,11
+"Lajiri,  Jyoti",10113,1,1,1,3,3,3,0,93206,0,28,Sr. Network Engineer,MA,2169,04/23/86,M ,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.46,5,6,1/7/2019,0,7
+"LeBlanc, Brandon  R",10134,1,1,1,1,1,3,0,93046,0,23,Shared Services Manager,MA,1460,06/10/84,M ,Married,US Citizen,No,White,1/5/2016,,N/A-StillEmployed,Active,Admin Offices,Janet King,2.0,CareerBuilder,Fully Meets,4.1,4,0,1/28/2019,0,20
+"Petrowsky, Thelma",10016,1,1,0,1,3,4,0,93554,0,9,Data Analyst,MA,1886,09/16/84,F,Married,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Exceeds,4.6,5,7,1/4/2019,0,16
+"Exantus, Susan",10290,1,1,0,4,4,2,0,99280,1,24,Software Engineer,MA,1749,05/15/87,F,Married,US Citizen,No,Black or African American,5/2/2011,6/5/2013,attendance,Terminated for Cause,Software Engineering,Alex Sweetwater,10.0,Indeed,Needs Improvement,2.1,5,4,8/10/2012,4,19
+"Oliver, Brooke ",10078,1,1,0,5,5,3,0,71966,1,20,Production Technician II,MA,2492,02/11/52,F,Married,US Citizen,No,Asian,5/14/2012,8/19/2013,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,3,0,7/2/2013,0,17
+"Moran, Patrick",10223,0,0,1,3,5,3,1,72106,0,20,Production Technician II,MA,2127,12/03/76,M ,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.1,4,0,1/31/2019,0,12
+"Smith, John",10291,0,2,1,1,6,2,1,72992,0,21,Sales Manager,MA,1886,08/16/84,M ,Divorced,US Citizen,No,Black or African American,5/18/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Diversity Job Fair,Needs Improvement,2.4,4,0,1/16/2019,2,16
+"Onque, Jasmine",10121,0,0,0,1,6,3,0,63051,0,3,Area Sales Manager,FL,33174,05/11/90,F,Single,US Citizen,Yes,White,9/30/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.28,3,0,1/25/2019,0,1
+"Stoica, Rick",10266,1,1,1,1,5,3,0,61355,0,19,Production Technician I,MA,2301,03/14/85,M ,Married,US Citizen,No,Asian,2/17/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,3,0,1/11/2019,0,4
+"Andreola, Colby",10194,0,0,0,1,4,3,0,95660,0,24,Software Engineer,MA,2110,05/24/79,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Fully Meets,3.04,3,4,1/2/2019,0,19
+"Gordon, David",10051,1,1,1,1,5,3,0,48285,0,19,Production Technician I,MA,2169,05/21/79,M ,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,3,0,1/14/2019,0,2
+"Foss, Jason",10015,0,0,1,1,3,4,0,178000,0,12,IT Director,MA,1460,07/05/80,M ,Single,US Citizen,No,Black or African American,4/15/2011,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,5.0,5,5,1/7/2019,0,15
+"Sparks, Taylor  ",10302,1,1,0,1,5,1,0,64021,0,19,Production Technician I,MA,2093,07/20/68,F,Married,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,PIP,2.4,2,1,2/25/2019,6,20
+"Hitchcock, Alfred",10167,1,1,1,1,6,3,0,70545,0,3,Area Sales Manager,NH,3062,09/14/88,M ,Married,US Citizen,No,American Indian or Alaska Native,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,3.6,5,0,1/30/2019,0,9
+"Mangal, Debbie",10279,1,1,0,1,5,3,0,61349,0,19,Production Technician I,MA,2451,11/07/74,F,Married,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.1,3,0,1/22/2019,0,11
+"Bernstein, Sean",10046,0,0,1,1,5,3,0,51044,0,19,Production Technician I,MA,2072,12/22/70,M ,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,5.0,3,0,1/14/2019,0,13
+"Cornett, Lisa ",10094,1,1,0,1,5,3,0,63381,0,19,Production Technician I,MA,2189,03/31/77,F,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Indeed,Fully Meets,4.73,5,0,2/14/2019,0,6
+"Cross, Noah",10083,0,0,1,1,3,3,0,92329,0,28,Sr. Network Engineer,CT,6278,09/09/65,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,3,4,1/2/2019,0,5
+"Booth, Frank",10199,0,0,1,4,3,3,0,103613,1,30,Enterprise Architect,CT,6033,07/30/64,M ,Single,US Citizen,No,Black or African American,2/17/2014,2/19/2016,Learned that he is a gangster,Terminated for Cause,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.5,5,7,1/10/2016,0,2
+"Faller, Megan ",10263,1,1,0,1,5,3,0,71776,0,20,Production Technician II,MA,1824,09/22/78,F,Married,US Citizen,No,Black or African American,7/7/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,5,0,2/22/2019,0,17
+"Salter, Jason",10229,0,2,1,5,3,3,0,88527,1,9,Data Analyst ,MA,2452,12/17/87,M ,Divorced,US Citizen,No,Black or African American,1/5/2015,10/31/2015,hours,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,4.2,3,5,4/20/2015,0,2
+"Smith, Leigh Ann",10153,1,1,0,5,1,3,1,55000,1,2,Administrative Assistant,MA,1844,06/14/87,F,Married,US Citizen,No,Black or African American,9/26/2011,9/25/2013,career change,Voluntarily Terminated,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,3.8,4,4,8/15/2013,0,17
+"Lunquist, Lisa",10035,0,0,0,1,5,4,0,73330,0,20,Production Technician II,MA,2324,03/28/82,F,Single,US Citizen,No,Black or African American,8/19/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.2,4,0,2/12/2019,0,19
+"Erilus, Angela",10299,0,3,0,1,5,1,0,56847,0,20,Production Technician II,MA,2133,08/25/89,F,Separated,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,PIP,3.0,1,0,2/25/2019,2,5
+"DeGweck,  James",10070,1,1,1,5,5,3,0,55722,1,19,Production Technician I,MA,1810,10/31/77,M ,Married,US Citizen,No,White,5/16/2011,6/8/2016,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,Indeed,Fully Meets,5.0,4,0,4/2/2016,0,14
+"Gill, Whitney  ",10142,0,4,0,4,6,3,0,59370,1,3,Area Sales Manager,OH,43050,07/10/71,F,Widowed,US Citizen,No,Black or African American,7/7/2014,9/5/2015,attendance,Terminated for Cause,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.97,4,0,1/15/2014,0,7
+"Myers, Michael",10216,0,0,1,1,5,3,0,57575,0,19,Production Technician I,MA,1550,04/18/80,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,4,0,1/22/2019,0,13
+"Barone, Francesco  A",10265,0,0,1,1,5,3,0,58709,0,19,Production Technician I,MA,1810,07/20/83,M ,Single,US Citizen,No,Two or more races,2/20/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.6,4,0,2/14/2019,0,7
+"Tavares, Desiree  ",10221,1,1,0,5,5,3,1,60754,1,19,Production Technician I,MA,1801,04/03/75,F,Married,Non-Citizen,No,Black or African American,4/27/2009,4/1/2013,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.5,5,0,2/15/2012,0,11
+"Gaul, Barbara",10257,0,0,0,1,5,3,0,53171,0,19,Production Technician I,MA,2121,12/02/83,F,Single,US Citizen,Yes,Black or African American,5/16/2011,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.2,4,0,2/26/2019,0,12
+"Turpin, Jumil",10045,1,1,1,1,3,3,0,76029,0,15,Network Engineer,MA,2343,03/31/69,M ,Married,Eligible NonCitizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,4,7,1/14/2019,0,8
+"Hendrickson, Trina",10075,0,0,0,5,5,3,0,68099,1,20,Production Technician II,MA,2021,08/27/72,F,Single,US Citizen,No,White,1/10/2011,6/18/2013,hours,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,3,0,1/30/2013,0,15
+"Peters, Lauren",10032,1,1,0,5,5,4,0,57954,1,20,Production Technician II,MA,1886,08/17/86,F,Married,US Citizen,No,White,5/16/2011,2/4/2013,more money,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Indeed,Exceeds,4.2,5,0,1/10/2013,0,12
+"Cloninger, Jennifer",10275,1,1,0,5,5,3,0,64066,1,20,Production Technician II,MA,1752,08/31/81,F,Married,US Citizen,No,White,5/16/2011,1/7/2013,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,4.2,5,0,5/3/2012,0,9
+"Garcia, Raul",10111,0,0,1,1,5,3,0,52249,0,19,Production Technician I,MA,1905,09/15/85,M ,Single,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.5,3,0,2/18/2019,0,5
+"Sullivan, Timothy",10117,1,1,1,1,5,3,0,63025,0,19,Production Technician I,MA,2747,10/07/82,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.36,5,0,1/24/2019,0,10
+"Desimone, Carl ",10310,1,1,1,1,5,1,0,53189,0,19,Production Technician I,MA,2061,04/19/67,M ,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.12,2,0,1/31/2019,4,9
+"Ngodup, Shari ",10037,0,3,0,1,5,4,1,52984,0,19,Production Technician I,MA,1810,06/03/67,F,Separated,US Citizen,No,Black or African American,4/1/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.0,3,0,2/13/2019,0,12
+"Sahoo, Adil",10233,1,1,1,1,5,3,0,57975,0,20,Production Technician II,MA,2062,04/26/86,M ,Married,US Citizen,No,White,8/30/2010,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,4.1,3,0,1/10/2019,0,13
+"Pitt, Brad ",10164,0,0,1,1,5,3,0,47001,0,19,Production Technician I,MA,2451,11/23/81,M ,Single,US Citizen,No,White,11/5/2007,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.66,3,0,2/25/2019,0,15
+"Fidelia,  Libby",10049,1,1,0,1,5,3,0,58530,0,19,Production Technician I,MA,2155,03/16/81,F,Married,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,5,0,1/29/2019,0,19
+"Lydon, Allison",10057,1,1,0,3,5,3,0,52057,0,19,Production Technician I,MA,2122,10/22/75,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Website,Fully Meets,5.0,3,0,1/23/2019,0,6
+"Gross, Paula",10059,0,2,0,5,5,3,0,63813,1,19,Production Technician I,MA,2176,05/21/83,F,Divorced,US Citizen,No,White,2/21/2011,1/11/2014,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,5,0,6/3/2013,0,17
+"Szabo, Andrew",10024,0,0,1,1,4,4,0,92989,0,24,Software Engineer,MA,2140,05/06/83,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Exceeds,4.5,5,5,2/18/2019,0,1

decision_making/daily/classification/Human_Resources_Data_Set_B2/info.json

@@ -0,0 +1,542 @@
+{
+    "name": "Human Resources Data Set",
+    "source": "https://www.kaggle.com/datasets/rhuebner/human-resources-data-set/data",
+    "data_intro": "There has been some confusion around licensing for this data set. Dr. Carla Patalano and Dr. Rich Huebner are the original authors of this dataset.",
+    "is_splited": false,
+    "overall_size": 311,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 18,
+    "n_classes": 18,
+    "cat_feature_intro": {
+        "Employee_Name": "The name of the employee.",
+        "Position": "The job title of the employee.",
+        "State": "The state where the employee is located.",
+        "DOB": "The date of birth of the employee.",
+        "Sex": "The gender of the employee.",
+        "MaritalDesc": "The marital status of the employee.",
+        "CitizenDesc": "The citizenship status of the employee.",
+        "HispanicLatino": "Whether the employee is Hispanic or Latino.",
+        "RaceDesc": "The race of the employee.",
+        "DateofHire": "The date the employee was hired.",
+        "DateofTermination": "The date the employee was terminated.",
+        "TermReason": "The reason for the employee's termination.",
+        "EmploymentStatus": "The current employment status of the employee.",
+        "Department": "The department where the employee works.",
+        "ManagerName": "The name of the employee's manager.",
+        "RecruitmentSource": "The source from which the employee was recruited.",
+        "PerformanceScore": "The performance score of the employee.",
+        "LastPerformanceReview_Date": "The date of the employee's last performance review."
+    },
+    "num_feature_intro": {
+        "EmpID": "The unique identifier for the employee.",
+        "MarriedID": "Whether the employee is married (1) or not (0).",
+        "MaritalStatusID": "The unique identifier for the employee's marital status.",
+        "GenderID": "The unique identifier for the employee's gender.",
+        "EmpStatusID": "The unique identifier for the employee's employment status.",
+        "DeptID": "The unique identifier for the employee's department.",
+        "PerfScoreID": "The unique identifier for the employee's performance score.",
+        "FromDiversityJobFairID": "Whether the employee was recruited from a diversity job fair (1) or not (0).",
+        "Salary": "The salary of the employee.",
+        "Termd": "Whether the employee was terminated (1) or not (0).",
+        "PositionID": "The unique identifier for the employee's position.",
+        "Zip": "The ZIP code of the employee's location.",
+        "ManagerID": "The unique identifier for the employee's manager.",
+        "EngagementSurvey": "The engagement survey score of the employee.",
+        "EmpSatisfaction": "The satisfaction score of the employee.",
+        "SpecialProjectsCount": "The number of special projects the employee is involved in.",
+        "DaysLateLast30": "The number of days the employee was late in the last 30 days.",
+        "Absences": "The number of absences of the employee."
+    },
+    "evaluation_metric": "ROC AUC",
+    "task_type": "classification",
+    "target": "Termd",
+    "num_feature_value": {
+        "Absences": [
+            1.0,
+            20.0
+        ],
+        "DaysLateLast30": [
+            0.0,
+            6.0
+        ],
+        "DeptID": [
+            1.0,
+            6.0
+        ],
+        "EmpID": [
+            10001.0,
+            10311.0
+        ],
+        "EmpSatisfaction": [
+            1.0,
+            5.0
+        ],
+        "EmpStatusID": [
+            1.0,
+            5.0
+        ],
+        "EngagementSurvey": [
+            1.12,
+            5.0
+        ],
+        "FromDiversityJobFairID": [
+            0.0,
+            1.0
+        ],
+        "GenderID": [
+            0.0,
+            1.0
+        ],
+        "ManagerID": [
+            1.0,
+            39.0
+        ],
+        "MaritalStatusID": [
+            0.0,
+            4.0
+        ],
+        "MarriedID": [
+            0.0,
+            1.0
+        ],
+        "PerfScoreID": [
+            1.0,
+            4.0
+        ],
+        "PositionID": [
+            1.0,
+            30.0
+        ],
+        "Salary": [
+            45046.0,
+            250000.0
+        ],
+        "SpecialProjectsCount": [
+            0.0,
+            8.0
+        ],
+        "Termd": [
+            0.0,
+            1.0
+        ],
+        "Zip": [
+            1013.0,
+            98052.0
+        ]
+    },
+    "cat_feature_value": {
+        "CitizenDesc": [
+            "Eligible NonCitizen",
+            "Non-Citizen",
+            "US Citizen"
+        ],
+        "DOB": "string",
+        "DateofHire": [
+            "1/10/2011",
+            "1/20/2013",
+            "1/21/2011",
+            "1/28/2016",
+            "1/5/2009",
+            "1/5/2014",
+            "1/5/2015",
+            "1/5/2016",
+            "1/6/2014",
+            "1/7/2008",
+            "1/7/2013",
+            "1/7/2017",
+            "1/8/2009",
+            "1/9/2006",
+            "1/9/2012",
+            "10/2/2012",
+            "10/2/2016",
+            "10/25/2010",
+            "10/26/2009",
+            "10/27/2008",
+            "10/3/2011",
+            "11/10/2014",
+            "11/11/2013",
+            "11/28/2011",
+            "11/5/2007",
+            "11/5/2012",
+            "11/7/2011",
+            "12/1/2014",
+            "2/10/2017",
+            "2/15/2012",
+            "2/15/2017",
+            "2/16/2015",
+            "2/17/2014",
+            "2/18/2013",
+            "2/20/2012",
+            "2/21/2011",
+            "2/7/2011",
+            "3/30/2015",
+            "3/31/2014",
+            "3/5/2012",
+            "3/7/2011",
+            "3/7/2012",
+            "4/1/2013",
+            "4/10/2010",
+            "4/15/2011",
+            "4/2/2012",
+            "4/20/2017",
+            "4/26/2010",
+            "4/27/2009",
+            "4/30/2012",
+            "4/4/2011",
+            "5/1/2010",
+            "5/1/2015",
+            "5/11/2015",
+            "5/11/2016",
+            "5/12/2014",
+            "5/13/2013",
+            "5/14/2012",
+            "5/16/2011",
+            "5/18/2014",
+            "5/2/2011",
+            "5/31/2011",
+            "5/5/2014",
+            "6/10/2011",
+            "6/2/2015",
+            "6/25/2007",
+            "6/27/2011",
+            "6/30/2016",
+            "6/5/2015",
+            "6/6/2016",
+            "7/11/2011",
+            "7/2/2012",
+            "7/20/2010",
+            "7/21/2016",
+            "7/4/2016",
+            "7/5/2011",
+            "7/5/2015",
+            "7/6/2009",
+            "7/6/2016",
+            "7/7/2014",
+            "7/8/2013",
+            "7/9/2012",
+            "7/9/2018",
+            "8/1/2011",
+            "8/13/2012",
+            "8/15/2011",
+            "8/16/2012",
+            "8/18/2014",
+            "8/19/2013",
+            "8/30/2010",
+            "9/18/2014",
+            "9/2/2008",
+            "9/24/2012",
+            "9/26/2011",
+            "9/27/2010",
+            "9/29/2014",
+            "9/30/2013",
+            "9/30/2014",
+            "9/5/2012",
+            "9/6/2011",
+            "9/6/2016"
+        ],
+        "DateofTermination": "string",
+        "Department": [
+            "Admin Offices",
+            "Executive Office",
+            "IT/IS",
+            "Production       ",
+            "Sales",
+            "Software Engineering"
+        ],
+        "Employee_Name": "string",
+        "EmploymentStatus": [
+            "Active",
+            "Terminated for Cause",
+            "Voluntarily Terminated"
+        ],
+        "HispanicLatino": [
+            "No",
+            "Yes",
+            "no",
+            "yes"
+        ],
+        "LastPerformanceReview_Date": [
+            "1/10/2013",
+            "1/10/2015",
+            "1/10/2016",
+            "1/10/2019",
+            "1/11/2019",
+            "1/14/2013",
+            "1/14/2019",
+            "1/15/2014",
+            "1/15/2015",
+            "1/15/2017",
+            "1/15/2019",
+            "1/16/2016",
+            "1/16/2019",
+            "1/17/2019",
+            "1/18/2019",
+            "1/19/2016",
+            "1/19/2019",
+            "1/2/2012",
+            "1/2/2019",
+            "1/20/2015",
+            "1/21/2019",
+            "1/22/2019",
+            "1/23/2019",
+            "1/24/2019",
+            "1/25/2019",
+            "1/27/2019",
+            "1/28/2019",
+            "1/29/2019",
+            "1/3/2019",
+            "1/30/2013",
+            "1/30/2016",
+            "1/30/2019",
+            "1/31/2019",
+            "1/4/2015",
+            "1/4/2019",
+            "1/5/2014",
+            "1/6/2012",
+            "1/7/2012",
+            "1/7/2019",
+            "1/8/2019",
+            "10/22/2011",
+            "2/1/2013",
+            "2/1/2015",
+            "2/1/2016",
+            "2/1/2019",
+            "2/10/2013",
+            "2/11/2019",
+            "2/12/2017",
+            "2/12/2019",
+            "2/13/2018",
+            "2/13/2019",
+            "2/14/2018",
+            "2/14/2019",
+            "2/15/2012",
+            "2/15/2015",
+            "2/15/2017",
+            "2/15/2019",
+            "2/18/2019",
+            "2/19/2019",
+            "2/2/2015",
+            "2/20/2012",
+            "2/20/2013",
+            "2/20/2014",
+            "2/21/2019",
+            "2/22/2019",
+            "2/24/2016",
+            "2/25/2019",
+            "2/26/2019",
+            "2/27/2019",
+            "2/28/2019",
+            "2/3/2016",
+            "2/4/2016",
+            "2/4/2018",
+            "2/4/2019",
+            "2/5/2016",
+            "2/5/2018",
+            "2/5/2019",
+            "2/6/2011",
+            "2/6/2015",
+            "2/6/2019",
+            "2/7/2019",
+            "2/8/2019",
+            "3/1/2015",
+            "3/10/2015",
+            "3/2/2013",
+            "3/2/2015",
+            "3/2/2016",
+            "3/2/2017",
+            "3/2/2018",
+            "3/30/2013",
+            "3/30/2015",
+            "3/4/2013",
+            "3/4/2014",
+            "3/5/2012",
+            "3/5/2015",
+            "3/6/2011",
+            "3/6/2016",
+            "3/9/2018",
+            "4/1/2017",
+            "4/12/2012",
+            "4/12/2018",
+            "4/15/2015",
+            "4/18/2017",
+            "4/19/2014",
+            "4/2/2013",
+            "4/2/2015",
+            "4/2/2016",
+            "4/2/2018",
+            "4/20/2015",
+            "4/29/2016",
+            "4/5/2013",
+            "4/5/2016",
+            "4/5/2017",
+            "4/6/2017",
+            "4/9/2017",
+            "5/1/2016",
+            "5/13/2014",
+            "5/15/2012",
+            "5/15/2014",
+            "5/2/2015",
+            "5/3/2012",
+            "5/4/2011",
+            "5/6/2015",
+            "5/6/2016",
+            "6/10/2016",
+            "6/2/2014",
+            "6/3/2013",
+            "7/14/2010",
+            "7/2/2012",
+            "7/2/2013",
+            "7/2/2017",
+            "7/2/2018",
+            "8/10/2012",
+            "8/15/2013",
+            "8/16/2015",
+            "9/2/2015",
+            "9/5/2014"
+        ],
+        "ManagerName": [
+            "Alex Sweetwater",
+            "Amy Dunn",
+            "Board of Directors",
+            "Brandon R. LeBlanc",
+            "Brannon Miller",
+            "Brian Champaigne",
+            "David Stanley",
+            "Debra Houlihan",
+            "Elijiah Gray",
+            "Eric Dougall",
+            "Janet King",
+            "Jennifer Zamora",
+            "John Smith",
+            "Kelley Spirea",
+            "Ketsia Liebig",
+            "Kissy Sullivan",
+            "Lynn Daneault",
+            "Michael Albert",
+            "Peter Monroe",
+            "Simon Roup",
+            "Webster Butler"
+        ],
+        "MaritalDesc": [
+            "Divorced",
+            "Married",
+            "Separated",
+            "Single",
+            "Widowed"
+        ],
+        "PerformanceScore": [
+            "Exceeds",
+            "Fully Meets",
+            "Needs Improvement",
+            "PIP"
+        ],
+        "Position": [
+            "Accountant I",
+            "Administrative Assistant",
+            "Area Sales Manager",
+            "BI Developer",
+            "BI Director",
+            "CIO",
+            "Data Analyst",
+            "Data Analyst ",
+            "Data Architect",
+            "Database Administrator",
+            "Director of Operations",
+            "Director of Sales",
+            "Enterprise Architect",
+            "IT Director",
+            "IT Manager - DB",
+            "IT Manager - Infra",
+            "IT Manager - Support",
+            "IT Support",
+            "Network Engineer",
+            "President & CEO",
+            "Principal Data Architect",
+            "Production Manager",
+            "Production Technician I",
+            "Production Technician II",
+            "Sales Manager",
+            "Senior BI Developer",
+            "Shared Services Manager",
+            "Software Engineer",
+            "Software Engineering Manager",
+            "Sr. Accountant",
+            "Sr. DBA",
+            "Sr. Network Engineer"
+        ],
+        "RaceDesc": [
+            "American Indian or Alaska Native",
+            "Asian",
+            "Black or African American",
+            "Hispanic",
+            "Two or more races",
+            "White"
+        ],
+        "RecruitmentSource": [
+            "CareerBuilder",
+            "Diversity Job Fair",
+            "Employee Referral",
+            "Google Search",
+            "Indeed",
+            "LinkedIn",
+            "On-line Web application",
+            "Other",
+            "Website"
+        ],
+        "Sex": [
+            "F",
+            "M "
+        ],
+        "State": [
+            "AL",
+            "AZ",
+            "CA",
+            "CO",
+            "CT",
+            "FL",
+            "GA",
+            "ID",
+            "IN",
+            "KY",
+            "MA",
+            "ME",
+            "MT",
+            "NC",
+            "ND",
+            "NH",
+            "NV",
+            "NY",
+            "OH",
+            "OR",
+            "PA",
+            "RI",
+            "TN",
+            "TX",
+            "UT",
+            "VA",
+            "VT",
+            "WA"
+        ],
+        "TermReason": [
+            "Another position",
+            "Fatal attraction",
+            "Learned that he is a gangster",
+            "N/A-StillEmployed",
+            "attendance",
+            "career change",
+            "gross misconduct",
+            "hours",
+            "maternity leave - did not return",
+            "medical issues",
+            "military",
+            "more money",
+            "no-call, no-show",
+            "performance",
+            "relocation out of area",
+            "retiring",
+            "return to school",
+            "unhappy"
+        ]
+    }
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/info_mod.json

@@ -0,0 +1,416 @@
+{
+  "name": "Human Resources Data Set",
+  "source": "https://www.kaggle.com/datasets/rhuebner/human-resources-data-set/data",
+  "data_intro": "There has been some confusion around licensing for this data set. Dr. Carla Patalano and Dr. Rich Huebner are the original authors of this dataset.",
+  "is_splited": false,
+  "overall_size": 311,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 18,
+  "n_classes": 18,
+  "cat_feature_intro": {
+    "Position": "The job title of the employee.",
+    "State": "The state where the employee is located.",
+    "Sex": "The gender of the employee.",
+    "MaritalDesc": "The marital status of the employee.",
+    "CitizenDesc": "The citizenship status of the employee.",
+    "HispanicLatino": "Whether the employee is Hispanic or Latino.",
+    "RaceDesc": "The race of the employee.",
+    "TermReason": "The reason for the employee's termination.",
+    "EmploymentStatus": "The current employment status of the employee.",
+    "Department": "The department where the employee works.",
+    "ManagerName": "The name of the employee's manager.",
+    "RecruitmentSource": "The source from which the employee was recruited.",
+    "PerformanceScore": "The performance score of the employee."
+  },
+  "num_feature_intro": {
+    "EmpID": "The unique identifier for the employee.",
+    "MarriedID": "Whether the employee is married (1) or not (0).",
+    "MaritalStatusID": "The unique identifier for the employee's marital status.",
+    "GenderID": "The unique identifier for the employee's gender.",
+    "EmpStatusID": "The unique identifier for the employee's employment status.",
+    "DeptID": "The unique identifier for the employee's department.",
+    "PerfScoreID": "The unique identifier for the employee's performance score.",
+    "FromDiversityJobFairID": "Whether the employee was recruited from a diversity job fair (1) or not (0).",
+    "Salary": "The salary of the employee.",
+    "PositionID": "The unique identifier for the employee's position.",
+    "Zip": "The ZIP code of the employee's location.",
+    "ManagerID": "The unique identifier for the employee's manager.",
+    "EngagementSurvey": "The engagement survey score of the employee.",
+    "EmpSatisfaction": "The satisfaction score of the employee.",
+    "SpecialProjectsCount": "The number of special projects the employee is involved in.",
+    "DaysLateLast30": "The number of days the employee was late in the last 30 days.",
+    "Absences": "The number of absences of the employee."
+  },
+  "evaluation_metric": "ROC AUC",
+  "task_type": "classification",
+  "target": "Termd",
+  "num_feature_value": {
+    "EmpID": [
+      10001.0,
+      10311.0
+    ],
+    "MarriedID": [
+      0.0,
+      1.0
+    ],
+    "MaritalStatusID": [
+      0.0,
+      4.0
+    ],
+    "GenderID": [
+      0.0,
+      1.0
+    ],
+    "EmpStatusID": [
+      1.0,
+      5.0
+    ],
+    "DeptID": [
+      1.0,
+      6.0
+    ],
+    "PerfScoreID": [
+      1.0,
+      4.0
+    ],
+    "FromDiversityJobFairID": [
+      0.0,
+      1.0
+    ],
+    "Salary": [
+      45046.0,
+      250000.0
+    ],
+    "PositionID": [
+      1.0,
+      30.0
+    ],
+    "Zip": [
+      1013.0,
+      98052.0
+    ],
+    "ManagerID": [
+      1.0,
+      39.0
+    ],
+    "EngagementSurvey": [
+      1.12,
+      5.0
+    ],
+    "EmpSatisfaction": [
+      1.0,
+      5.0
+    ],
+    "SpecialProjectsCount": [
+      0.0,
+      8.0
+    ],
+    "DaysLateLast30": [
+      0.0,
+      6.0
+    ],
+    "Absences": [
+      1.0,
+      20.0
+    ]
+  },
+  "cat_feature_value": {
+    "Position": [
+      "Accountant I",
+      "Administrative Assistant",
+      "Area Sales Manager",
+      "BI Developer",
+      "BI Director",
+      "CIO",
+      "Data Analyst",
+      "Data Analyst ",
+      "Data Architect",
+      "Database Administrator",
+      "Director of Operations",
+      "Director of Sales",
+      "Enterprise Architect",
+      "IT Director",
+      "IT Manager - DB",
+      "IT Manager - Infra",
+      "IT Manager - Support",
+      "IT Support",
+      "Network Engineer",
+      "President & CEO",
+      "Principal Data Architect",
+      "Production Manager",
+      "Production Technician I",
+      "Production Technician II",
+      "Sales Manager",
+      "Senior BI Developer",
+      "Shared Services Manager",
+      "Software Engineer",
+      "Software Engineering Manager",
+      "Sr. Accountant",
+      "Sr. DBA",
+      "Sr. Network Engineer"
+    ],
+    "State": [
+      "AL",
+      "AZ",
+      "CA",
+      "CO",
+      "CT",
+      "FL",
+      "GA",
+      "ID",
+      "IN",
+      "KY",
+      "MA",
+      "ME",
+      "MT",
+      "NC",
+      "ND",
+      "NH",
+      "NV",
+      "NY",
+      "OH",
+      "OR",
+      "PA",
+      "RI",
+      "TN",
+      "TX",
+      "UT",
+      "VA",
+      "VT",
+      "WA"
+    ],
+    "Sex": [
+      "F",
+      "M ",
+      "M"
+    ],
+    "MaritalDesc": [
+      "Divorced",
+      "Married",
+      "Separated",
+      "Single",
+      "Widowed"
+    ],
+    "CitizenDesc": [
+      "Eligible NonCitizen",
+      "Non-Citizen",
+      "US Citizen"
+    ],
+    "HispanicLatino": [
+      "No",
+      "Yes",
+      "no",
+      "yes"
+    ],
+    "RaceDesc": [
+      "American Indian or Alaska Native",
+      "Asian",
+      "Black or African American",
+      "Hispanic",
+      "Two or more races",
+      "White"
+    ],
+    "TermReason": [
+      "Another position",
+      "Fatal attraction",
+      "Learned that he is a gangster",
+      "N/A-StillEmployed",
+      "attendance",
+      "career change",
+      "gross misconduct",
+      "hours",
+      "maternity leave - did not return",
+      "medical issues",
+      "military",
+      "more money",
+      "no-call, no-show",
+      "performance",
+      "relocation out of area",
+      "retiring",
+      "return to school",
+      "unhappy"
+    ],
+    "EmploymentStatus": [
+      "Active",
+      "Terminated for Cause",
+      "Voluntarily Terminated"
+    ],
+    "Department": [
+      "Admin Offices",
+      "Executive Office",
+      "IT/IS",
+      "Production       ",
+      "Sales",
+      "Software Engineering",
+      "Production"
+    ],
+    "ManagerName": [
+      "Alex Sweetwater",
+      "Amy Dunn",
+      "Board of Directors",
+      "Brandon R. LeBlanc",
+      "Brannon Miller",
+      "Brian Champaigne",
+      "David Stanley",
+      "Debra Houlihan",
+      "Elijiah Gray",
+      "Eric Dougall",
+      "Janet King",
+      "Jennifer Zamora",
+      "John Smith",
+      "Kelley Spirea",
+      "Ketsia Liebig",
+      "Kissy Sullivan",
+      "Lynn Daneault",
+      "Michael Albert",
+      "Peter Monroe",
+      "Simon Roup",
+      "Webster Butler"
+    ],
+    "RecruitmentSource": [
+      "CareerBuilder",
+      "Diversity Job Fair",
+      "Employee Referral",
+      "Google Search",
+      "Indeed",
+      "LinkedIn",
+      "On-line Web application",
+      "Other",
+      "Website"
+    ],
+    "PerformanceScore": [
+      "Exceeds",
+      "Fully Meets",
+      "Needs Improvement",
+      "PIP"
+    ]
+  },
+  "columns": [
+    "Employee_Name",
+    "EmpID",
+    "MarriedID",
+    "MaritalStatusID",
+    "GenderID",
+    "EmpStatusID",
+    "DeptID",
+    "PerfScoreID",
+    "FromDiversityJobFairID",
+    "Salary",
+    "Termd",
+    "PositionID",
+    "Position",
+    "State",
+    "Zip",
+    "DOB",
+    "Sex",
+    "MaritalDesc",
+    "CitizenDesc",
+    "HispanicLatino",
+    "RaceDesc",
+    "DateofHire",
+    "DateofTermination",
+    "TermReason",
+    "EmploymentStatus",
+    "Department",
+    "ManagerName",
+    "ManagerID",
+    "RecruitmentSource",
+    "PerformanceScore",
+    "EngagementSurvey",
+    "EmpSatisfaction",
+    "SpecialProjectsCount",
+    "LastPerformanceReview_Date",
+    "DaysLateLast30",
+    "Absences"
+  ],
+  "feature_columns": [
+    "Employee_Name",
+    "EmpID",
+    "MarriedID",
+    "MaritalStatusID",
+    "GenderID",
+    "EmpStatusID",
+    "DeptID",
+    "PerfScoreID",
+    "FromDiversityJobFairID",
+    "Salary",
+    "PositionID",
+    "Position",
+    "State",
+    "Zip",
+    "DOB",
+    "Sex",
+    "MaritalDesc",
+    "CitizenDesc",
+    "HispanicLatino",
+    "RaceDesc",
+    "DateofHire",
+    "DateofTermination",
+    "TermReason",
+    "EmploymentStatus",
+    "Department",
+    "ManagerName",
+    "ManagerID",
+    "RecruitmentSource",
+    "PerformanceScore",
+    "EngagementSurvey",
+    "EmpSatisfaction",
+    "SpecialProjectsCount",
+    "LastPerformanceReview_Date",
+    "DaysLateLast30",
+    "Absences"
+  ],
+  "feature_types": {
+    "Employee_Name": "open_text",
+    "EmpID": "numeric",
+    "MarriedID": "numeric",
+    "MaritalStatusID": "numeric",
+    "GenderID": "numeric",
+    "EmpStatusID": "numeric",
+    "DeptID": "numeric",
+    "PerfScoreID": "numeric",
+    "FromDiversityJobFairID": "numeric",
+    "Salary": "numeric",
+    "PositionID": "numeric",
+    "Position": "categorical",
+    "State": "categorical",
+    "Zip": "numeric",
+    "DOB": "open_text",
+    "Sex": "categorical",
+    "MaritalDesc": "categorical",
+    "CitizenDesc": "categorical",
+    "HispanicLatino": "categorical",
+    "RaceDesc": "categorical",
+    "DateofHire": "open_text",
+    "DateofTermination": "open_text",
+    "TermReason": "categorical",
+    "EmploymentStatus": "categorical",
+    "Department": "categorical",
+    "ManagerName": "categorical",
+    "ManagerID": "numeric",
+    "RecruitmentSource": "categorical",
+    "PerformanceScore": "categorical",
+    "EngagementSurvey": "numeric",
+    "EmpSatisfaction": "numeric",
+    "SpecialProjectsCount": "numeric",
+    "LastPerformanceReview_Date": "open_text",
+    "DaysLateLast30": "numeric",
+    "Absences": "numeric"
+  },
+  "open_text_feature_intro": {
+    "Employee_Name": "The name of the employee.",
+    "DOB": "The date of birth of the employee.",
+    "DateofHire": "The date the employee was hired.",
+    "DateofTermination": "The date the employee was terminated.",
+    "LastPerformanceReview_Date": "The date of the employee's last performance review."
+  },
+  "open_text_features": [
+    "Employee_Name",
+    "DOB",
+    "DateofHire",
+    "DateofTermination",
+    "LastPerformanceReview_Date"
+  ],
+  "missing_from_original_info": []
+}

decision_making/daily/classification/Human_Resources_Data_Set_B2/test.csv

@@ -0,0 +1,18 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Perry, Shakira",10171,0,0,0,5,5,3,0,45998,1,19,Production Technician I,MA,2176,07/20/86,F,Single,US Citizen,No,White,5/16/2011,10/25/2015,medical issues,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,3.45,4,0,5/13/2014,0,5
+"Trang, Mei",10287,0,0,0,1,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18
+"Evensen, April",10296,0,0,0,4,5,2,0,59124,1,19,Production Technician I,MA,2458,05/06/89,F,Single,US Citizen,No,White,2/17/2014,2/25/2018,"no-call, no-show",Terminated for Cause,Production       ,Elijiah Gray,16.0,Google Search,Needs Improvement,2.3,3,0,1/15/2017,5,19
+"Nowlan, Kristie",10104,0,0,0,1,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
+"Jhaveri, Sneha  ",10060,0,3,0,1,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Carr, Claudia  N",10082,0,0,0,2,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
+"Le, Binh",10232,0,0,0,1,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2
+"Sloan, Constance",10095,0,0,0,5,5,3,0,63878,1,20,Production Technician II,MA,1851,11/25/87,F,Single,US Citizen,No,White,10/26/2009,4/8/2015,maternity leave - did not return,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,4.68,4,0,4/2/2015,0,20
+"England, Rex",10235,1,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Horton, Jayne",10112,0,0,0,1,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
+"Purinton, Janine",10262,0,2,0,5,5,3,0,46430,1,19,Production Technician I,MA,2474,09/22/70,F,Divorced,US Citizen,No,White,9/24/2012,6/18/2013,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.5,5,0,4/2/2013,0,16
+"Bondwell, Betsy",10267,0,0,0,5,5,3,0,57815,1,20,Production Technician II,MA,2210,01/16/67,F,Single,US Citizen,No,White,1/10/2011,4/4/2014,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.8,5,0,3/4/2014,0,5
+"Del Bosque, Keyla",10155,0,0,0,1,4,3,0,101199,0,24,Software Engineer,MA,2176,07/05/79,F,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,CareerBuilder,Fully Meets,3.79,5,5,1/25/2019,0,8
+"Demita, Carla",10100,0,3,0,5,5,3,0,58275,1,20,Production Technician II,MA,2343,02/25/51,F,Separated,US Citizen,No,Black or African American,4/4/2011,11/4/2015,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.62,5,0,5/6/2015,0,1
+"Rossetti, Bruno",10065,0,0,1,5,5,3,0,53180,1,19,Production Technician I,MA,2155,03/18/87,M ,Single,US Citizen,No,White,4/4/2011,8/13/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,5,0,7/2/2018,0,4

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_001.csv

@@ -0,0 +1,3 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Perry, Shakira",10171,0,0,0,5,5,3,0,45998,1,19,Production Technician I,MA,2176,07/20/86,F,Single,US Citizen,No,White,5/16/2011,10/25/2015,medical issues,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,3.45,4,0,5/13/2014,0,5
+"Trang, Mei",10287,0,0,0,1,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_002.csv

@@ -0,0 +1,4 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Evensen, April",10296,0,0,0,4,5,2,0,59124,1,19,Production Technician I,MA,2458,05/06/89,F,Single,US Citizen,No,White,2/17/2014,2/25/2018,"no-call, no-show",Terminated for Cause,Production       ,Elijiah Gray,16.0,Google Search,Needs Improvement,2.3,3,0,1/15/2017,5,19
+"Nowlan, Kristie",10104,0,0,0,1,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
+"Jhaveri, Sneha  ",10060,0,3,0,1,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_003.csv

@@ -0,0 +1,4 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3
+"Carr, Claudia  N",10082,0,0,0,2,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
+"Le, Binh",10232,0,0,0,1,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_004.csv

@@ -0,0 +1,4 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Sloan, Constance",10095,0,0,0,5,5,3,0,63878,1,20,Production Technician II,MA,1851,11/25/87,F,Single,US Citizen,No,White,10/26/2009,4/8/2015,maternity leave - did not return,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,4.68,4,0,4/2/2015,0,20
+"England, Rex",10235,1,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
+"Akinkuolie, Sarah",10196,1,1,0,5,5,3,0,64955,1,20,Production Technician II,MA,1810,09/19/88,F,Married,US Citizen,No,White,7/5/2011,9/24/2012,hours,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.02,3,0,5/15/2012,0,3

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_005.csv

@@ -0,0 +1,4 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Horton, Jayne",10112,0,0,0,1,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
+"Purinton, Janine",10262,0,2,0,5,5,3,0,46430,1,19,Production Technician I,MA,2474,09/22/70,F,Divorced,US Citizen,No,White,9/24/2012,6/18/2013,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.5,5,0,4/2/2013,0,16
+"Bondwell, Betsy",10267,0,0,0,5,5,3,0,57815,1,20,Production Technician II,MA,2210,01/16/67,F,Single,US Citizen,No,White,1/10/2011,4/4/2014,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.8,5,0,3/4/2014,0,5

decision_making/daily/classification/Human_Resources_Data_Set_B2/test_006.csv

@@ -0,0 +1,4 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Del Bosque, Keyla",10155,0,0,0,1,4,3,0,101199,0,24,Software Engineer,MA,2176,07/05/79,F,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,CareerBuilder,Fully Meets,3.79,5,5,1/25/2019,0,8
+"Demita, Carla",10100,0,3,0,5,5,3,0,58275,1,20,Production Technician II,MA,2343,02/25/51,F,Separated,US Citizen,No,Black or African American,4/4/2011,11/4/2015,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.62,5,0,5/6/2015,0,1
+"Rossetti, Bruno",10065,0,0,1,5,5,3,0,53180,1,19,Production Technician I,MA,2155,03/18/87,M ,Single,US Citizen,No,White,4/4/2011,8/13/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,5,0,7/2/2018,0,4

decision_making/daily/classification/Human_Resources_Data_Set_B2/train.csv

@@ -0,0 +1,303 @@
+Employee_Name,EmpID,MarriedID,MaritalStatusID,GenderID,EmpStatusID,DeptID,PerfScoreID,FromDiversityJobFairID,Salary,Termd,PositionID,Position,State,Zip,DOB,Sex,MaritalDesc,CitizenDesc,HispanicLatino,RaceDesc,DateofHire,DateofTermination,TermReason,EmploymentStatus,Department,ManagerName,ManagerID,RecruitmentSource,PerformanceScore,EngagementSurvey,EmpSatisfaction,SpecialProjectsCount,LastPerformanceReview_Date,DaysLateLast30,Absences
+"Smith, Sade",10157,0,0,0,1,5,3,0,58939,0,19,Production Technician I,MA,2130,02/02/65,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.73,3,0,1/24/2019,0,16
+"Foster-Baker, Amy",10080,1,1,0,1,1,3,0,99351,0,26,Sr. Accountant,MA,2050,04/16/79,F,Married,US Citizen,no,White,1/5/2009,,N/A-StillEmployed,Active,Admin Offices,Board of Directors,9.0,Other,Fully Meets,5.0,3,2,2/8/2019,0,3
+"Langford, Lindsey",10106,0,2,0,5,5,3,0,66074,1,20,Production Technician II,MA,2090,07/25/79,F,Divorced,US Citizen,No,Asian,1/7/2013,3/31/2014,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.52,3,0,2/20/2014,0,20
+"Newman, Richard ",10063,1,1,1,3,5,3,0,48495,0,19,Production Technician I,MA,2136,04/08/77,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/18/2019,0,11
+"Beak, Kimberly  ",10023,1,1,0,2,5,4,0,70131,0,20,Production Technician II,MA,2145,04/17/66,F,Married,US Citizen,No,White,7/21/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Exceeds,4.4,3,0,1/14/2019,0,16
+"Hutter, Rosalie",10214,0,3,0,2,5,3,0,64995,0,20,Production Technician II,MA,2351,05/07/92,F,Separated,US Citizen,No,White,6/5/2015,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Indeed,Fully Meets,4.5,3,0,2/14/2019,0,6
+"Latif, Mohammed",10249,1,1,1,5,5,3,0,61962,1,20,Production Technician II,MA,2126,05/09/84,M ,Married,US Citizen,No,White,4/2/2012,4/15/2013,more money,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.9,3,0,2/20/2013,0,20
+"Nguyen, Lei-Ming",10206,0,0,0,1,5,3,0,62061,0,19,Production Technician I,MA,2132,07/07/84,F,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.6,5,0,1/2/2019,0,4
+"Ren, Kylo",10140,1,1,1,1,6,3,0,61809,0,3,Area Sales Manager,ID,83706,10/12/54,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.98,3,0,1/28/2019,0,4
+"McKinzie, Jac",10202,1,1,1,2,6,3,0,63291,0,3,Area Sales Manager,TX,78789,07/01/84,M ,Married,US Citizen,No,Two or more races,7/6/2016,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,3.4,4,0,1/29/2019,0,7
+"Monkfish, Erasumus",10213,1,1,1,1,5,3,0,58207,0,20,Production Technician II,MA,1450,08/17/92,M ,Married,US Citizen,No,White,11/7/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.7,3,0,1/8/2019,0,14
+"King, Janet",10089,1,1,0,1,2,3,0,250000,0,16,President & CEO,MA,1902,09/21/54,F,Married,US Citizen,Yes,White,7/2/2012,,N/A-StillEmployed,Active,Executive Office,Board of Directors,9.0,Indeed,Fully Meets,4.83,3,0,1/17/2019,0,10
+"Dolan, Linda",10133,1,1,0,1,3,3,0,70621,0,14,IT Support,MA,2119,07/18/88,F,Married,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.11,4,6,2/25/2019,0,16
+"Kinsella, Kathleen  ",10166,1,1,0,5,5,3,0,54005,1,19,Production Technician I,MA,2170,12/08/73,F,Married,US Citizen,No,White,9/26/2011,6/4/2015,more money,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.6,5,0,3/1/2015,0,16
+"Darson, Jene'ya ",10056,1,1,0,1,5,3,0,57583,0,19,Production Technician I,MA,2110,11/05/78,F,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,5.0,3,0,2/25/2019,0,1
+"Goyal, Roxana",10256,1,1,0,3,5,3,0,49256,0,19,Production Technician I,MA,1864,10/09/74,F,Married,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,5,0,2/15/2019,0,3
+"Khemmich, Bartholemew",10231,0,0,1,1,6,3,0,65310,0,3,Area Sales Manager,CO,80820,11/27/79,M ,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.3,5,0,1/22/2019,0,13
+"Power, Morissa",10187,0,2,0,5,5,3,0,46799,1,19,Production Technician I,MA,1742,10/15/84,F,Divorced,Eligible NonCitizen,No,Asian,5/16/2011,6/4/2018,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,3.17,4,0,4/2/2018,0,14
+"Soze, Keyser",10180,1,1,1,2,3,3,0,87565,0,28,Sr. Network Engineer,MA,1545,02/09/83,M ,Married,US Citizen,No,Asian,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.27,4,5,1/14/2019,0,13
+"Walker, Roger",10190,0,0,1,1,5,3,0,66541,0,20,Production Technician II,MA,2459,02/10/76,M ,Single,US Citizen,No,Black or African American,8/18/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,3.11,5,0,2/12/2019,0,4
+"DiNocco, Lily ",10284,1,1,0,1,5,2,0,61584,0,19,Production Technician I,MA,2351,12/02/78,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Needs Improvement,3.88,4,0,1/18/2019,0,6
+"Monterro, Luisa",10025,0,0,0,1,5,4,0,72460,0,20,Production Technician II,MA,2126,04/24/70,F,Single,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Indeed,Exceeds,4.7,3,0,1/14/2019,0,1
+"Ruiz, Ricardo",10222,0,2,1,5,3,3,1,148999,1,13,IT Manager - DB,MA,1915,01/04/64,M ,Divorced,US Citizen,No,Black or African American,1/9/2012,11/4/2015,hours,Voluntarily Terminated,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Fully Meets,4.3,4,6,1/4/2015,0,8
+"Crimmings,   Jean",10132,0,0,0,2,5,3,0,56149,0,19,Production Technician I,MA,1821,04/10/87,F,Single,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.12,5,0,1/28/2019,0,15
+"Pham, Hong",10050,1,1,1,5,5,3,0,64724,1,19,Production Technician I,MA,2451,03/06/88,M ,Married,US Citizen,No,Asian,7/5/2011,11/30/2012,more money,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,3,0,2/20/2012,0,13
+"Handschiegl, Joanne",10125,1,1,0,1,5,3,0,54828,0,19,Production Technician I,MA,2127,03/23/77,F,Married,US Citizen,No,White,11/28/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.2,4,0,2/22/2019,0,13
+"Steans, Tyrone  ",10147,0,0,1,1,1,3,0,63003,0,1,Accountant I,MA,2703,09/01/86,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.9,5,5,1/18/2019,0,9
+"Mckenna, Sandy",10145,1,1,0,1,5,3,0,62810,0,19,Production Technician I,MA,2184,01/07/87,F,Married,US Citizen,No,Black or African American,1/7/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,3.93,3,0,1/30/2019,0,20
+"Delarge, Alex",10306,0,0,1,1,6,1,0,61568,0,3,Area Sales Manager,AL,36006,11/02/75,M ,Single,US Citizen,No,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,PIP,1.93,3,0,1/30/2019,6,5
+"Roby, Lori ",10162,1,1,0,1,3,3,0,89883,0,9,Data Analyst,MA,1886,10/11/81,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.69,5,6,2/14/2019,0,15
+"Voldemort, Lord",10118,1,1,1,4,3,3,0,113999,1,8,Database Administrator,MA,1960,08/07/86,M ,Married,US Citizen,No,Black or African American,2/16/2015,2/22/2017,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.33,3,7,2/15/2017,0,9
+"Good, Susan",10237,1,1,0,3,5,3,0,66825,0,20,Production Technician II,MA,1886,05/25/86,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.6,3,0,2/7/2019,0,20
+"Smith, Martin",10286,0,0,1,5,5,2,0,53564,1,19,Production Technician I,MA,2458,03/17/88,M ,Single,US Citizen,No,Black or African American,1/10/2011,12/28/2017,career change,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Needs Improvement,3.54,5,0,4/6/2017,4,15
+"Burkett, Benjamin ",10181,1,1,1,1,5,3,0,62162,0,20,Production Technician II,MA,1890,08/19/77,M ,Married,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.25,5,0,1/14/2019,0,15
+"Veera, Abdellah ",10014,0,2,1,5,5,4,0,58523,1,19,Production Technician I,MA,2171,01/31/87,M ,Divorced,US Citizen,No,White,8/13/2012,2/5/2016,maternity leave - did not return,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,LinkedIn,Exceeds,4.5,5,0,2/1/2016,0,15
+"Anderson, Linda  ",10002,0,0,0,1,5,4,0,57568,0,19,Production Technician I,MA,1844,05/22/77,F,Single,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Exceeds,5.0,5,0,1/7/2019,0,15
+"Clayton, Rick",10220,0,0,1,1,3,3,0,68678,0,14,IT Support,MA,2170,09/05/85,M ,Single,US Citizen,No,White,9/5/2012,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Indeed,Fully Meets,4.7,3,6,2/27/2019,0,2
+"Jung, Judy  ",10138,1,1,0,5,5,3,0,61154,1,19,Production Technician I,MA,2446,04/17/86,F,Married,US Citizen,No,Black or African American,1/10/2011,4/1/2016,unhappy,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Fully Meets,4.0,4,0,2/3/2016,0,4
+"Alagbe,Trina",10088,1,1,0,1,5,3,0,64991,0,19,Production Technician I,MA,1886,09/27/88,F,Married,US Citizen,No,White,1/7/2008,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.84,5,0,1/3/2019,0,15
+"Baczenski, Rachael  ",10252,1,1,0,5,5,3,1,54670,1,19,Production Technician I,MA,1902,01/12/74,F,Married,US Citizen,Yes,Black or African American,1/10/2011,1/12/2017,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Diversity Job Fair,Fully Meets,4.2,4,0,1/30/2016,0,12
+"Driver, Elle",10006,0,0,0,1,6,4,0,74241,0,3,Area Sales Manager,CA,90007,11/08/88,F,Single,US Citizen,No,White,1/10/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.77,5,0,1/27/2019,0,14
+"Champaigne, Brian",10108,1,1,1,1,3,3,0,110929,0,5,BI Director,MA,2045,02/09/72,M ,Married,US Citizen,No,White,9/6/2016,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,4.5,5,7,1/15/2019,0,8
+"Goble, Taisha",10246,0,0,0,4,3,3,0,114800,1,8,Database Administrator,MA,2127,10/23/71,F,Single,US Citizen,No,White,2/16/2015,3/15/2015,"no-call, no-show",Terminated for Cause,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.6,4,4,1/20/2015,0,10
+"Robinson, Cherly",10285,1,1,0,4,5,2,0,61422,1,19,Production Technician I,MA,1460,01/07/85,F,Married,US Citizen,No,White,1/10/2011,5/17/2016,attendance,Terminated for Cause,Production       ,Ketsia Liebig,19.0,Indeed,Needs Improvement,3.6,3,0,4/5/2016,4,16
+"Gonzalez, Maria",10101,0,3,0,1,3,3,0,61242,0,14,IT Support,MA,2472,04/16/81,F,Separated,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.61,4,5,1/28/2019,0,11
+"Trang, Mei",10287,0,0,0,1,5,2,0,63025,0,19,Production Technician I,MA,2021,05/16/83,F,Single,US Citizen,No,White,2/17/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Needs Improvement,2.44,5,0,2/11/2019,4,18
+"Langton, Enrico",10052,1,1,1,1,5,3,0,46120,0,19,Production Technician I,MA,2048,12/09/86,M ,Married,US Citizen,No,White,7/9/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,5,0,2/4/2019,0,13
+"Daneault, Lynn",10099,0,0,0,1,6,3,0,65729,0,21,Sales Manager,VT,5473,04/19/90,F,Single,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Indeed,Fully Meets,4.62,4,0,1/24/2019,0,8
+"Givens, Myriam",10255,0,0,0,1,6,3,0,61555,0,3,Area Sales Manager,IN,46204,09/22/89,F,Single,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.5,5,0,1/25/2019,0,20
+"Lindsay, Leonara ",10008,0,0,0,1,3,4,1,51777,0,14,IT Support,CT,6070,10/05/88,F,Single,US Citizen,Yes,Black or African American,1/21/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,Diversity Job Fair,Exceeds,4.64,4,5,1/25/2019,0,14
+"Squatrito, Kristen",10030,0,2,0,5,5,4,0,62425,1,19,Production Technician I,MA,2359,03/26/73,F,Divorced,US Citizen,No,White,5/13/2013,6/29/2015,unhappy,Voluntarily Terminated,Production       ,David Stanley,14.0,LinkedIn,Exceeds,4.1,4,0,3/2/2015,0,16
+"Jeannite, Tayana",10009,0,2,0,1,5,4,0,60724,0,20,Production Technician II,MA,1821,11/06/86,F,Divorced,US Citizen,No,American Indian or Alaska Native,7/5/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Exceeds,4.6,4,0,2/25/2019,0,11
+"Fraval, Maruk ",10258,0,0,1,1,6,3,0,67251,0,3,Area Sales Manager,CT,6050,08/28/63,M ,Single,US Citizen,No,Black or African American,9/6/2011,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,CareerBuilder,Fully Meets,4.3,3,0,1/27/2019,2,7
+"Tippett, Jeanette",10123,0,2,0,1,5,3,0,56339,0,19,Production Technician I,MA,2093,06/05/67,F,Divorced,US Citizen,No,Black or African American,2/18/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.21,5,0,1/14/2019,0,4
+"Cockel, James",10261,0,0,1,1,5,3,0,63108,0,19,Production Technician I,MA,2452,09/08/77,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.4,5,0,1/14/2019,0,3
+"Howard, Estelle",10182,1,1,0,1,1,3,0,49920,1,2,Administrative Assistant,MA,2170,09/16/85,F,Married,US Citizen,No,Black or African American,2/16/2015,4/15/2015,"no-call, no-show",Terminated for Cause,Admin Offices,Brandon R. LeBlanc,1.0,Indeed,Fully Meets,3.24,3,4,4/15/2015,0,6
+"Fett, Boba",10309,0,0,1,1,3,1,0,53366,0,15,Network Engineer,MA,2138,06/18/87,M ,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,PIP,1.2,3,6,2/4/2019,3,2
+"Manchester, Robyn",10077,1,1,0,2,5,3,0,62385,0,20,Production Technician II,MA,2324,08/25/76,F,Married,US Citizen,No,White,5/11/2016,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,5.0,3,0,1/21/2019,0,4
+"Saada, Adell",10126,1,1,0,1,4,3,0,86214,0,24,Software Engineer,MA,2132,07/24/86,F,Married,US Citizen,No,White,11/5/2012,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.2,3,6,2/13/2019,0,2
+"Ferguson, Susan",10189,1,1,0,5,5,3,0,57748,1,19,Production Technician I,MA,2176,04/14/55,F,Married,US Citizen,No,White,11/7/2011,5/17/2016,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,3.13,3,0,2/4/2016,0,16
+"Whittier, Scott",10072,0,0,1,5,5,3,0,58371,1,19,Production Technician I,MA,2030,05/24/87,M ,Single,US Citizen,Yes,White,1/10/2011,5/15/2014,hours,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,5,0,5/15/2014,0,11
+"Estremera, Miguel",10280,0,0,1,4,5,2,0,60340,1,19,Production Technician I,MA,2129,09/02/83,M ,Single,US Citizen,No,White,4/2/2012,9/27/2018,attendance,Terminated for Cause,Production       ,Michael Albert,22.0,Google Search,Needs Improvement,5.0,4,0,4/12/2018,5,16
+"Barbara, Thomas",10242,1,1,1,5,5,3,1,47211,1,19,Production Technician I,MA,2062,02/21/74,M ,Married,US Citizen,Yes,Black or African American,4/2/2012,9/19/2016,unhappy,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,4.2,3,0,5/6/2016,0,15
+"Kirill, Alexandra  ",10170,1,1,0,5,5,3,0,45433,1,19,Production Technician I,MA,2127,10/08/70,F,Married,US Citizen,No,White,9/26/2011,1/9/2014,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.49,4,0,1/30/2013,0,6
+"Valentin,Jackie",10205,1,1,0,1,6,3,0,57859,0,3,Area Sales Manager,AZ,85006,05/23/91,F,Married,US Citizen,No,Two or more races,7/5/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,2.81,3,0,1/17/2019,0,16
+"Athwal, Sam",10062,0,4,1,1,5,3,0,59365,0,19,Production Technician I,MA,2199,02/18/83,M ,Widowed,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Employee Referral,Fully Meets,5.0,4,0,2/25/2019,0,19
+"Hunts, Julissa",10201,0,0,0,2,5,3,0,69340,0,20,Production Technician II,MA,2021,03/11/84,F,Single,US Citizen,No,White,6/6/2016,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.0,5,0,1/18/2019,0,4
+"Rhoads, Thomas",10058,0,2,1,5,5,3,0,45115,1,19,Production Technician I,MA,2176,07/22/82,M ,Divorced,US Citizen,Yes,White,5/16/2011,1/15/2016,retiring,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,5.0,4,0,3/30/2015,0,11
+"Bugali, Josephine ",10203,0,3,0,3,5,3,1,64375,0,19,Production Technician I,MA,2043,10/30/69,F,Separated,US Citizen,No,Black or African American,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Diversity Job Fair,Fully Meets,3.5,5,0,1/21/2019,0,17
+"England, Rex",10235,1,1,1,1,5,3,0,54285,0,19,Production Technician I,MA,2045,08/25/78,M ,Married,US Citizen,No,White,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.2,3,0,1/11/2019,0,3
+"Dunne, Amy",10211,1,1,0,1,5,3,0,62514,0,19,Production Technician I,MA,1749,09/23/73,F,Married,US Citizen,No,White,4/26/2010,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,2.9,3,0,1/21/2019,0,6
+"Gonzalez, Juan",10300,1,1,1,5,5,1,1,68898,1,20,Production Technician II,MA,2128,10/12/64,M ,Married,US Citizen,No,Black or African American,4/26/2010,5/30/2011,career change,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Diversity Job Fair,PIP,3.0,3,0,3/6/2011,3,10
+"Carey, Michael  ",10115,0,0,1,1,5,3,0,52846,0,19,Production Technician I,MA,1701,02/02/83,M ,Single,US Citizen,No,Black or African American,3/31/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.43,3,0,2/1/2019,0,14
+"Anderson, Carol ",10069,0,2,0,5,5,3,0,50825,1,19,Production Technician I,MA,2169,09/08/89,F,Divorced,US Citizen,No,White,7/11/2011,9/6/2016,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Google Search,Fully Meets,5.0,4,0,2/1/2016,0,2
+"Wolk, Hang  T",10174,0,0,0,1,5,3,0,60446,0,20,Production Technician II,MA,2302,04/20/85,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,3.4,4,0,2/21/2019,0,14
+"Fancett, Nicole",10136,0,0,0,1,5,3,0,65902,0,20,Production Technician II,MA,2324,09/27/87,F,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.0,4,0,1/7/2019,0,7
+"Ybarra, Catherine ",10301,0,0,0,5,5,1,0,48513,1,19,Production Technician I,MA,2458,05/04/82,F,Single,US Citizen,No,Asian,9/2/2008,9/29/2015,Another position,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,PIP,3.2,2,0,9/2/2015,5,4
+"Fernandes, Nilson  ",10308,1,1,1,1,5,1,0,64057,0,19,Production Technician I,MA,2132,10/18/89,M ,Married,US Citizen,No,White,5/11/2015,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.56,5,0,1/3/2019,6,15
+"Bachiochi, Linda",10114,0,0,0,3,5,3,1,47837,0,19,Production Technician I,MA,1902,02/11/70,F,Single,US Citizen,No,Black or African American,7/6/2009,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Fully Meets,4.46,3,0,1/25/2019,0,4
+"Roehrich, Bianca",10149,0,0,0,5,3,3,0,120000,1,29,Principal Data Architect,MA,2703,05/27/73,F,Single,US Citizen,Yes,White,1/5/2015,11/10/2018,Another position,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.88,3,7,2/13/2018,0,12
+"Chivukula, Enola",10240,0,0,0,5,5,3,0,64786,1,19,Production Technician I,MA,1775,08/27/83,F,Single,US Citizen,No,White,6/27/2011,11/15/2015,relocation out of area,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,4.3,4,0,3/10/2015,0,3
+"Theamstern, Sophia",10141,0,0,0,5,5,3,0,48413,1,19,Production Technician I,MA,2066,05/09/65,F,Single,US Citizen,No,White,7/5/2011,9/5/2016,return to school,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.98,4,0,3/2/2016,0,1
+"Osturnka, Adeel",10021,1,1,1,1,5,4,0,47414,0,19,Production Technician I,MA,2478,12/11/76,M ,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Exceeds,5.0,3,0,2/7/2019,0,13
+"Clukey, Elijian",10029,1,1,1,2,5,4,0,50373,0,19,Production Technician I,MA,2134,08/26/80,M ,Married,US Citizen,No,White,7/6/2016,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,4.1,4,0,2/28/2019,0,5
+"Wilber, Barry",10048,1,1,1,5,5,3,0,55140,1,19,Production Technician I,MA,2324,09/09/65,M ,Married,Eligible NonCitizen,No,White,5/16/2011,9/7/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Website,Fully Meets,5.0,3,0,2/15/2015,0,7
+"Roper, Katie",10086,0,0,0,1,3,3,0,150290,0,7,Data Architect,MA,2056,11/21/72,F,Single,US Citizen,No,Black or African American,1/7/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.94,3,5,2/6/2019,0,17
+"Chigurh, Anton",10200,0,0,1,1,6,3,0,66808,0,3,Area Sales Manager,TX,78207,06/11/70,M ,Single,Eligible NonCitizen,No,Black or African American,5/14/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Employee Referral,Fully Meets,3.0,5,0,1/19/2019,0,17
+"Spirea, Kelley",10090,1,1,0,1,5,3,0,65714,0,18,Production Manager,MA,2451,09/30/75,F,Married,US Citizen,No,White,10/2/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,LinkedIn,Fully Meets,4.83,5,0,2/14/2019,0,15
+"Zamora, Jennifer",10010,0,0,0,1,3,4,0,220450,0,6,CIO,MA,2067,08/30/79,F,Single,US Citizen,No,White,4/10/2010,,N/A-StillEmployed,Active,IT/IS,Janet King,2.0,Employee Referral,Exceeds,4.6,5,6,2/21/2019,0,16
+"Bozzi, Charles",10175,0,0,1,5,5,3,0,74312,1,18,Production Manager,MA,1901,03/10/70,M ,Single,US Citizen,No,Asian,9/30/2013,8/7/2014,retiring,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,3.39,3,0,2/20/2014,0,14
+"Von Massenbach, Anna",10183,0,0,0,2,5,3,0,62068,0,19,Production Technician I,MA,2124,04/06/85,F,Single,US Citizen,No,White,7/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.21,3,0,1/29/2019,0,7
+"Becker, Renee",10245,0,0,0,4,3,3,0,110000,1,8,Database Administrator,MA,2026,04/04/86,F,Single,US Citizen,Yes,White,7/7/2014,9/12/2015,performance,Terminated for Cause,IT/IS,Simon Roup,4.0,Google Search,Fully Meets,4.5,4,5,1/15/2015,0,8
+"Huynh, Ming",10160,0,2,0,5,5,3,0,68182,1,20,Production Technician II,MA,1742,09/22/76,F,Divorced,US Citizen,No,White,2/21/2011,4/1/2013,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,3.72,3,0,2/1/2013,0,18
+"Corleone, Vito",10019,0,0,1,1,5,4,0,170500,0,10,Director of Operations,MA,2030,03/19/83,M ,Single,US Citizen,No,Black or African American,1/5/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,3.7,5,0,2/4/2019,0,15
+"Boutwell, Bonalyn",10081,1,1,0,1,1,3,1,106367,0,26,Sr. Accountant,MA,2468,04/04/87,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,3.0,Diversity Job Fair,Fully Meets,5.0,4,3,2/18/2019,0,4
+"Barbossa, Hector",10012,0,2,1,1,3,4,1,92328,0,9,Data Analyst,TX,78230,07/04/88,M ,Divorced,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Diversity Job Fair,Exceeds,4.28,4,5,2/25/2019,0,9
+"Rachael, Maggie",10239,1,1,0,1,3,3,0,95920,0,4,BI Developer,MA,2110,05/12/80,F,Married,US Citizen,No,Black or African American,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.4,4,6,2/6/2019,0,10
+"Davis, Daniel",10143,0,0,1,1,5,3,0,56294,0,20,Production Technician II,MA,2458,09/14/79,M ,Single,Eligible NonCitizen,No,Two or more races,11/7/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,3.96,4,0,2/27/2019,0,6
+"Dietrich, Jenna  ",10304,0,0,0,1,6,1,0,59231,0,3,Area Sales Manager,WA,98052,05/14/87,F,Single,US Citizen,Yes,White,2/20/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,PIP,2.3,1,0,1/29/2019,2,17
+"Morway, Tanya",10151,1,1,0,1,3,3,0,52599,0,15,Network Engineer,MA,2048,04/04/79,F,Married,US Citizen,No,White,2/16/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,3.81,3,6,2/11/2019,0,6
+"Villanueva, Noah",10253,0,0,1,1,6,3,0,55875,0,3,Area Sales Manager,ME,4063,07/11/89,M ,Single,US Citizen,No,Asian,3/5/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.5,4,0,1/18/2019,0,11
+"Monroe, Peter",10288,1,1,1,1,3,2,1,157000,0,13,IT Manager - Infra,MA,2134,10/05/86,M ,Married,Eligible NonCitizen,Yes,Black or African American,2/15/2012,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Diversity Job Fair,Needs Improvement,2.39,3,6,2/22/2019,4,13
+"Landa, Hans",10092,1,1,1,4,5,3,0,82758,1,18,Production Manager,MA,1890,07/01/72,M ,Married,US Citizen,No,White,1/10/2011,12/12/2015,attendance,Terminated for Cause,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.78,4,0,2/15/2015,0,9
+"Torrence, Jack",10013,0,3,1,1,6,4,0,64397,0,3,Area Sales Manager,ND,58782,01/15/68,M ,Separated,US Citizen,No,White,1/9/2006,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Exceeds,4.1,3,0,1/4/2019,0,6
+"Kampew, Donysha",10244,0,0,0,5,6,3,0,68999,1,21,Sales Manager,PA,19444,11/11/89,F,Single,US Citizen,No,White,11/7/2011,4/24/2014,maternity leave - did not return,Voluntarily Terminated,Sales,Debra Houlihan,15.0,Google Search,Fully Meets,4.5,5,0,3/30/2013,0,2
+"Tejeda, Lenora ",10146,1,1,0,5,5,3,0,72202,1,20,Production Technician II,MA,2129,05/24/53,F,Married,US Citizen,No,White,5/16/2011,7/8/2017,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.93,3,0,4/18/2017,0,3
+"Robinson, Elias",10020,0,4,1,1,5,4,0,63353,0,19,Production Technician I,MA,1730,01/28/85,M ,Widowed,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Employee Referral,Exceeds,3.6,5,0,2/11/2019,0,4
+"Ndzi, Colombui",10215,0,0,1,5,5,3,1,50470,1,19,Production Technician I,MA,2110,05/02/89,M ,Single,US Citizen,No,Black or African American,9/26/2011,4/4/2014,return to school,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.3,3,0,3/2/2013,0,19
+"Ndzi, Horia",10185,1,1,1,5,5,3,0,46664,1,19,Production Technician I,MA,2421,03/28/83,M ,Married,US Citizen,No,White,4/1/2013,5/25/2016,more money,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,3.18,3,0,3/6/2016,0,10
+"Johnson, George",10034,1,1,1,5,5,4,0,46837,1,19,Production Technician I,MA,2445,08/19/59,M ,Married,US Citizen,No,White,11/7/2011,4/29/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,CareerBuilder,Exceeds,4.7,4,0,2/14/2018,0,9
+"Rivera, Haley  ",10011,1,1,0,1,5,4,0,46738,0,19,Production Technician I,MA,2171,01/12/73,F,Married,US Citizen,No,Asian,11/28/2011,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Exceeds,4.36,5,0,2/11/2019,0,16
+"Close, Phil",10269,1,1,1,5,5,3,0,59369,1,20,Production Technician II,MA,2169,11/25/78,M ,Married,US Citizen,No,White,8/30/2010,9/26/2011,career change,Voluntarily Terminated,Production       ,David Stanley,14.0,Indeed,Fully Meets,4.2,4,0,5/4/2011,0,6
+"Dickinson, Geoff ",10276,0,0,1,1,5,3,0,51259,0,19,Production Technician I,MA,2180,11/15/82,M ,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,4,0,2/19/2019,0,1
+"Soto, Julia ",10119,1,1,0,1,3,3,0,66593,0,14,IT Support,MA,2360,03/12/73,F,Married,US Citizen,No,Black or African American,6/10/2011,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.3,3,5,2/8/2019,0,19
+"Liebig, Ketsia",10017,1,1,0,1,5,4,0,77915,0,18,Production Manager,MA,2110,10/26/81,F,Married,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Website,Exceeds,4.1,3,0,1/21/2019,0,11
+"Lynch, Lindsay",10004,0,0,0,5,5,4,1,47434,1,19,Production Technician I,MA,1844,02/14/73,F,Single,US Citizen,Yes,Black or African American,11/7/2011,11/14/2015,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Exceeds,5.0,4,0,2/2/2015,0,17
+"Shepard, Anita ",10179,1,1,0,1,3,3,0,50750,0,15,Network Engineer,MA,1773,04/14/81,F,Married,US Citizen,No,White,9/30/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.31,3,6,1/7/2019,0,7
+"Punjabhi, Louis  ",10225,0,0,1,1,5,3,0,59472,0,19,Production Technician I,MA,2109,06/19/61,M ,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Employee Referral,Fully Meets,4.8,3,0,1/7/2019,0,14
+"Goeth, Amon",10228,1,1,1,1,3,3,0,74679,0,14,IT Support,MA,2135,11/24/89,M ,Married,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,4.3,5,7,1/10/2019,0,20
+"Barton, Nader",10066,0,2,1,5,5,3,0,52505,1,19,Production Technician I,MA,2747,07/15/77,M ,Divorced,US Citizen,No,White,9/24/2012,4/6/2017,Another position,Voluntarily Terminated,Production       ,Michael Albert,22.0,On-line Web application,Fully Meets,5.0,5,0,3/2/2017,0,1
+"Linares, Marilyn ",10186,1,1,0,5,5,3,0,52624,1,19,Production Technician I,MA,1886,03/26/81,F,Married,US Citizen,No,White,7/5/2011,9/26/2018,unhappy,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.18,4,0,3/2/2018,0,16
+"Quinn, Sean",10131,1,1,1,5,1,3,1,83363,1,23,Software Engineer,MA,2045,11/06/84,M ,Married,Eligible NonCitizen,No,Black or African American,2/21/2011,8/15/2015,career change,Voluntarily Terminated,Software Engineering,Janet King,2.0,Diversity Job Fair,Fully Meets,4.15,4,0,4/19/2014,0,4
+"Martin, Sandra",10110,0,0,0,1,4,3,0,105688,0,24,Software Engineer,MA,2135,11/07/87,F,Single,US Citizen,No,Asian,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Google Search,Fully Meets,4.5,5,4,1/14/2019,0,14
+"Bates, Norman",10061,0,0,1,4,5,3,0,57834,1,19,Production Technician I,MA,2050,10/18/81,M ,Single,US Citizen,No,White,2/21/2011,8/4/2017,attendance,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,5.0,4,0,4/5/2017,0,20
+"Owad, Clinton",10281,0,0,1,1,5,2,0,53060,0,19,Production Technician I,MA,1760,11/24/79,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Needs Improvement,4.25,3,0,2/4/2019,4,6
+"Sander, Kamrin",10169,1,1,0,1,5,3,0,56147,0,19,Production Technician I,MA,2154,07/10/88,F,Married,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,3.51,3,0,2/18/2019,0,2
+"Bunbury, Jessica",10188,1,1,0,5,6,3,0,74326,1,3,Area Sales Manager,VA,21851,06/01/64,F,Married,Eligible NonCitizen,No,Black or African American,8/15/2011,8/2/2014,Another position,Voluntarily Terminated,Sales,John Smith,17.0,Google Search,Fully Meets,3.14,5,0,2/10/2013,1,19
+"Heitzman, Anthony",10129,0,0,1,1,5,3,0,46998,0,19,Production Technician I,MA,2149,01/04/84,M ,Single,US Citizen,No,White,8/13/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,4.17,4,0,2/11/2019,0,1
+"Tredinnick, Neville ",10044,1,1,1,5,3,3,0,75281,1,15,Network Engineer,MA,1420,05/05/88,M ,Married,US Citizen,No,White,1/5/2015,2/12/2016,medical issues,Voluntarily Terminated,IT/IS,Peter Monroe,7.0,CareerBuilder,Fully Meets,5.0,3,5,4/15/2015,0,11
+"Rarrick, Quinn",10152,0,2,1,5,5,3,0,61729,1,19,Production Technician I,MA,2478,12/31/84,M ,Divorced,US Citizen,No,White,9/26/2011,4/7/2018,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.8,5,0,2/4/2018,0,19
+"Harrington, Christie ",10097,0,0,0,5,5,3,0,52177,1,19,Production Technician I,MA,2324,08/18/52,F,Single,US Citizen,No,White,1/9/2012,12/15/2015,retiring,Voluntarily Terminated,Production       ,Webster Butler,39.0,CareerBuilder,Fully Meets,4.64,4,0,5/2/2015,0,8
+"Costello, Frank",10193,1,1,1,1,3,3,0,83552,0,9,Data Analyst,MA,1810,08/26/86,M ,Married,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.04,3,6,1/22/2019,0,2
+"LaRotonda, William  ",10038,0,2,1,1,1,3,0,64520,0,1,Accountant I,MA,1460,04/26/84,M ,Divorced,US Citizen,No,Black or African American,1/6/2014,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,4,4,1/17/2019,0,3
+"Vega, Vincent",10144,0,2,1,1,5,3,0,88976,0,17,Production Manager,MA,2169,10/10/68,M ,Divorced,US Citizen,No,White,8/1/2011,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,3.93,3,0,2/27/2019,0,19
+"Wang, Charlie",10172,0,0,1,1,3,3,0,84903,0,22,Senior BI Developer,MA,1887,07/08/81,M ,Single,US Citizen,No,Asian,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.42,4,7,1/4/2019,0,17
+"Robertson, Peter",10224,1,1,1,5,5,3,0,55578,1,20,Production Technician II,MA,2138,07/03/72,M ,Married,US Citizen,No,White,7/5/2011,2/8/2012,Another position,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Indeed,Fully Meets,4.2,5,0,1/6/2012,0,13
+"Shields, Seffi",10091,1,1,0,1,5,3,0,52087,0,19,Production Technician I,MA,2149,08/24/85,F,Married,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.81,4,0,2/15/2019,0,15
+"Roup,Simon",10198,0,0,1,1,3,3,0,140920,0,13,IT Manager - DB,MA,2481,04/05/73,M ,Single,US Citizen,No,White,1/20/2013,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Fully Meets,3.6,5,7,2/18/2019,0,13
+"Stansfield, Norman",10307,1,1,1,1,6,1,0,58273,0,3,Area Sales Manager,NV,89139,05/09/74,M ,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,PIP,1.81,2,0,1/17/2019,3,5
+"Potts, Xana",10124,1,1,0,1,6,3,0,61844,0,3,Area Sales Manager,KY,40220,08/29/88,F,Married,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Website,Fully Meets,4.2,5,0,2/1/2019,0,9
+"Zhou, Julia",10043,0,0,0,1,3,3,0,89292,0,9,Data Analyst,MA,2148,02/24/79,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,5.0,3,5,2/1/2019,0,11
+"Saar-Beckles, Melinda",10295,0,0,0,2,5,2,1,47750,0,19,Production Technician I,MA,1801,06/06/68,F,Single,US Citizen,No,Black or African American,7/4/2016,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Needs Improvement,2.6,4,0,2/18/2019,5,4
+"Johnston, Yen",10036,0,0,0,1,5,4,0,63322,0,20,Production Technician II,MA,2128,09/08/69,F,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,4.3,3,0,1/11/2019,0,1
+"Gray, Elijiah  ",10098,0,2,1,1,5,3,0,62957,0,18,Production Manager,MA,1752,07/11/81,M ,Divorced,US Citizen,No,White,6/2/2015,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Employee Referral,Fully Meets,4.63,3,0,1/4/2019,0,2
+"Gilles, Alex",10283,1,1,1,5,5,2,1,54933,1,19,Production Technician I,MA,2062,08/09/74,M ,Married,US Citizen,No,Black or African American,4/2/2012,6/25/2015,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Needs Improvement,3.97,4,0,1/20/2015,3,15
+"Carabbio, Judith",10085,0,0,0,1,4,3,0,93396,0,24,Software Engineer,MA,2132,04/05/87,F,Single,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,Indeed,Fully Meets,4.96,4,6,1/30/2019,0,3
+"Johnson, Noelle ",10156,1,1,0,3,3,3,0,105700,0,8,Database Administrator,MA,2301,11/07/86,F,Married,US Citizen,No,Asian,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,3.75,3,5,2/11/2019,0,2
+"Gosciminski, Phylicia  ",10218,0,3,0,3,5,3,0,66149,0,20,Production Technician II,MA,1824,12/08/83,F,Separated,US Citizen,No,American Indian or Alaska Native,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.4,5,0,2/21/2019,0,1
+"Bacong, Alejandro ",10250,0,2,1,1,3,3,0,50178,0,14,IT Support,MA,1886,01/07/88,M ,Divorced,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Indeed,Fully Meets,5.0,5,6,2/18/2019,0,16
+"Stanford,Barbara  M",10278,0,2,0,1,5,3,0,47961,0,19,Production Technician I,MA,2050,08/25/82,F,Divorced,US Citizen,No,Two or more races,1/10/2011,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,4.1,4,0,2/7/2019,0,9
+"Dee, Randy",10311,1,1,1,1,6,1,0,56991,0,19,Production Technician I,MA,2138,04/15/88,M ,Married,US Citizen,No,White,7/9/2018,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,4.3,4,3,1/31/2019,2,2
+"Cole, Spencer",10292,0,0,1,4,5,2,0,59144,1,19,Production Technician I,MA,1880,08/12/79,M ,Single,US Citizen,No,Black or African American,7/11/2011,9/23/2016,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,Needs Improvement,2.0,3,0,5/1/2016,5,16
+"Ivey, Rose ",10139,0,0,0,1,5,3,0,51908,0,19,Production Technician I,MA,1775,01/28/91,F,Single,US Citizen,No,White,8/19/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.99,3,0,1/14/2019,0,14
+"Daniele, Ann  ",10212,1,1,0,3,3,3,0,85028,0,28,Sr. Network Engineer,CT,6033,01/18/52,F,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,LinkedIn,Fully Meets,3.1,5,8,2/12/2019,0,19
+"Dobrin, Denisa  S",10207,0,0,0,1,5,3,0,46335,0,19,Production Technician I,MA,2125,10/07/86,F,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,CareerBuilder,Fully Meets,3.4,5,0,2/19/2019,0,15
+"Adinolfi, Wilson  K",10026,0,0,1,1,5,4,0,62506,0,19,Production Technician I,MA,1960,07/10/83,M ,Single,US Citizen,No,White,7/5/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Exceeds,4.6,5,0,1/17/2019,0,1
+"Kreuger, Freddy",10165,0,0,1,1,6,3,1,71339,0,3,Area Sales Manager,NY,10171,02/24/69,M ,Single,US Citizen,Yes,Black or African American,3/7/2011,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Diversity Job Fair,Fully Meets,3.65,5,0,1/17/2019,0,20
+"Wilkes, Annie",10204,0,2,0,5,5,3,0,58062,1,19,Production Technician I,MA,1876,07/30/83,F,Divorced,US Citizen,No,White,1/10/2011,5/14/2012,Another position,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.6,5,0,2/6/2011,0,9
+"Rose, Ashley  ",10054,0,3,0,1,5,3,0,60627,0,19,Production Technician I,MA,1886,12/05/74,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Website,Fully Meets,5.0,4,0,1/31/2019,0,8
+"Ait Sidi, Karthikeyan   ",10084,1,1,1,5,3,3,0,104437,1,27,Sr. DBA,MA,2148,05/05/75,M ,Married,US Citizen,No,White,3/30/2015,6/16/2016,career change,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.96,3,6,2/24/2016,0,17
+"Foreman, Tanya",10163,1,1,0,5,5,3,0,55965,1,20,Production Technician II,MA,2170,11/08/83,F,Married,US Citizen,No,White,4/4/2011,1/9/2013,career change,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Google Search,Fully Meets,3.66,3,0,1/7/2012,0,6
+"Girifalco, Evelyn",10018,0,0,0,1,5,4,0,57815,0,19,Production Technician I,MA,2451,05/08/80,F,Single,US Citizen,Yes,Two or more races,9/29/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,Exceeds,3.9,4,0,2/7/2019,0,3
+"Corleone, Michael",10282,0,2,1,1,5,2,0,68051,0,18,Production Manager,MA,1803,12/17/75,M ,Divorced,US Citizen,No,White,7/20/2010,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,CareerBuilder,Needs Improvement,4.13,2,0,1/14/2019,3,3
+"Gold, Shenice  ",10243,0,0,0,1,5,3,0,53018,0,19,Production Technician I,MA,2451,06/18/92,F,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.3,5,0,2/18/2019,0,7
+"Mancuso, Karen",10073,1,1,0,5,5,3,0,68407,1,20,Production Technician II,MA,2176,12/10/86,F,Married,US Citizen,No,Two or more races,7/5/2011,8/19/2012,Another position,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,5.0,4,0,7/2/2012,0,16
+"Roberson, May",10230,0,2,0,5,5,3,0,64971,1,20,Production Technician II,MA,1902,09/05/81,F,Divorced,Eligible NonCitizen,No,Black or African American,9/26/2011,10/22/2011,return to school,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,4.5,4,0,10/22/2011,0,10
+"Engdahl, Jean",10247,0,0,1,1,5,3,0,48888,0,19,Production Technician I,MA,2026,05/31/74,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,5,0,2/13/2019,0,8
+"Brown, Mia",10238,1,1,0,1,1,3,1,63000,0,1,Accountant I,MA,1450,11/24/87,F,Married,US Citizen,No,Black or African American,10/27/2008,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,4.5,2,6,1/15/2019,0,14
+"Warfield, Sarah",10127,0,4,0,1,3,3,0,107226,0,28,Sr. Network Engineer,MA,2453,05/02/78,F,Widowed,US Citizen,No,Asian,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.2,4,8,2/5/2019,0,7
+"Moumanil, Maliki ",10120,0,3,1,1,5,3,0,74417,0,20,Production Technician II,MA,1460,12/01/74,M ,Separated,US Citizen,No,Black or African American,5/13/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.29,5,0,1/28/2019,0,11
+"Jacobi, Hannah  ",10236,0,2,0,1,5,3,0,45069,0,19,Production Technician I,MA,1778,03/22/66,F,Divorced,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,Employee Referral,Fully Meets,4.3,5,0,2/22/2019,0,7
+"Peterson, Ebonee  ",10130,1,1,0,5,5,3,0,74669,1,18,Production Manager,MA,2030,05/09/77,F,Married,US Citizen,No,White,10/25/2010,5/18/2016,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Fully Meets,4.16,5,0,3/5/2015,0,6
+"Fitzpatrick, Michael  J",10093,0,0,1,5,5,3,0,72609,1,20,Production Technician II,MA,2143,10/01/81,M ,Single,US Citizen,Yes,White,5/16/2011,6/24/2013,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,4.76,5,0,4/5/2013,0,20
+"Medeiros, Jennifer",10068,0,0,0,1,5,3,0,55688,0,19,Production Technician I,MA,2346,09/22/76,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Fully Meets,5.0,4,0,1/21/2019,0,10
+"Linden, Mathew",10137,1,1,1,3,5,3,0,63450,0,20,Production Technician II,MA,1770,03/19/79,M ,Married,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.0,3,0,2/18/2019,0,7
+"Wallace, Courtney  E",10274,1,1,0,5,5,3,1,80512,1,18,Production Manager,MA,2478,11/14/55,F,Married,US Citizen,No,Black or African American,9/26/2011,1/2/2012,Another position,Voluntarily Terminated,Production       ,Janet King,2.0,Diversity Job Fair,Fully Meets,4.5,3,0,1/2/2012,0,5
+"Galia, Lisa",10273,0,0,0,1,3,3,0,65707,0,14,IT Support,CT,6040,07/06/68,F,Single,US Citizen,No,White,5/1/2010,,N/A-StillEmployed,Active,IT/IS,Eric Dougall,6.0,LinkedIn,Fully Meets,4.7,4,5,2/1/2019,0,1
+"Pearson, Randall",10259,1,1,1,5,3,3,0,93093,1,9,Data Analyst,MA,2747,09/05/84,M ,Married,US Citizen,No,White,12/1/2014,5/1/2016,performance,Voluntarily Terminated,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,4.7,4,5,1/16/2016,0,19
+"Chan, Lin",10210,0,0,0,1,5,3,0,54237,0,19,Production Technician I,MA,2170,02/12/79,F,Single,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.3,4,0,2/19/2019,0,11
+"Gonzalez, Cayo",10031,0,2,1,1,5,4,1,59892,0,19,Production Technician I,MA,2108,09/29/69,M ,Divorced,US Citizen,No,Black or African American,7/11/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.5,4,0,2/18/2019,0,1
+"Becker, Scott",10277,0,0,1,3,5,3,0,53250,0,19,Production Technician I,MA,2452,04/06/79,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,4.2,4,0,1/11/2019,0,13
+"Jackson, Maryellen",10227,0,0,0,1,5,3,0,61242,0,19,Production Technician I,MA,2081,09/11/72,F,Single,US Citizen,No,Black or African American,11/5/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.1,3,0,1/17/2019,0,7
+"Navathe, Kurt",10079,0,0,1,1,3,3,0,87921,0,22,Senior BI Developer,MA,2056,04/25/70,M ,Single,US Citizen,No,Asian,2/10/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,5.0,3,6,2/25/2019,0,17
+"Buccheri, Joseph  ",10184,0,0,1,1,5,3,0,65288,0,20,Production Technician II,MA,1013,07/28/83,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,3.19,3,0,2/1/2019,0,9
+"Pelletier, Ermine",10297,1,1,0,5,5,2,0,60270,1,20,Production Technician II,MA,2472,07/18/89,F,Married,US Citizen,No,Asian,7/5/2011,9/15/2015,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,CareerBuilder,Needs Improvement,2.4,5,0,2/6/2015,5,2
+"Sullivan, Kissy ",10158,1,1,0,1,5,3,0,63682,0,18,Production Manager,MA,1776,03/28/78,F,Married,US Citizen,No,Black or African American,1/8/2009,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,3.73,4,0,1/24/2019,0,12
+"Billis, Helen",10003,1,1,0,1,5,4,0,62910,0,19,Production Technician I,MA,2031,09/01/89,F,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Exceeds,5.0,3,0,2/27/2019,0,19
+"Cady, Max ",10150,0,0,1,1,4,3,0,77692,0,25,Software Engineering Manager,MA,2184,11/22/66,M ,Single,US Citizen,No,White,8/15/2011,,N/A-StillEmployed,Active,Software Engineering,Jennifer Zamora,5.0,Google Search,Fully Meets,3.84,3,5,1/21/2019,0,4
+"Maurice, Shana",10053,1,1,0,1,5,3,0,54132,0,19,Production Technician I,MA,2330,11/22/77,F,Married,US Citizen,No,White,5/31/2011,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Indeed,Fully Meets,5.0,4,0,1/10/2019,0,8
+"Forrest, Alex",10305,1,1,1,1,6,3,0,70187,1,3,Area Sales Manager,MA,2330,07/07/75,M ,Married,US Citizen,No,White,9/29/2014,8/19/2018,Fatal attraction,Terminated for Cause,Sales,Lynn Daneault,21.0,Employee Referral,PIP,2.0,5,0,1/28/2019,4,7
+"Eaton, Marianne",10064,1,1,0,5,5,3,0,60070,1,19,Production Technician I,MA,2343,09/05/91,F,Married,US Citizen,No,White,4/4/2011,6/6/2017,military,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,Google Search,Fully Meets,5.0,3,0,4/9/2017,0,7
+"Tannen, Biff",10173,1,1,1,1,3,3,0,90100,0,4,BI Developer,MA,2134,10/24/87,M ,Married,US Citizen,No,White,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.4,3,6,1/2/2019,0,14
+"Volk, Colleen",10022,1,1,0,4,5,4,0,49773,1,19,Production Technician I,MA,2747,06/03/86,F,Married,US Citizen,No,White,9/26/2011,2/8/2016,gross misconduct,Terminated for Cause,Production       ,Kelley Spirea,18.0,Google Search,Exceeds,4.3,5,0,2/1/2015,0,18
+"Chace, Beatrice ",10067,0,0,0,1,5,3,0,61656,0,19,Production Technician I,MA,2763,01/02/51,F,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,5.0,4,0,2/12/2019,0,11
+"Lecter, Hannibal",10251,1,1,1,1,5,3,0,64738,0,19,Production Technician I,MA,1776,09/02/82,M ,Married,US Citizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,4.1,3,0,2/22/2019,0,10
+"Strong, Caitrin",10241,1,1,0,1,6,3,0,60120,0,3,Area Sales Manager,MT,59102,05/12/89,F,Married,US Citizen,No,Black or African American,9/27/2010,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,4.1,4,0,1/31/2019,0,18
+"Dunn, Amy  ",10105,0,0,0,1,5,3,0,75188,0,18,Production Manager,MA,1731,11/28/73,F,Single,US Citizen,No,White,9/18/2014,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Google Search,Fully Meets,4.52,4,0,1/15/2019,0,4
+"Zima, Colleen",10271,0,4,0,1,5,3,0,45046,0,19,Production Technician I,MA,1730,08/17/78,F,Widowed,US Citizen,No,Asian,9/29/2014,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,4.5,5,0,1/30/2019,0,2
+"Ozark, Travis",10041,0,0,1,1,6,3,0,68829,0,3,Area Sales Manager,NC,27229,05/19/82,M ,Single,US Citizen,No,White,1/5/2015,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,5.0,5,0,1/14/2019,0,18
+"Woodson, Jason",10135,0,0,1,1,5,3,0,65893,0,20,Production Technician II,MA,1810,05/11/85,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.07,4,0,2/28/2019,0,13
+"Cierpiszewski, Caroline  ",10168,0,0,0,1,5,3,0,64816,0,19,Production Technician I,MA,2044,05/31/88,F,Single,Non-Citizen,No,Black or African American,10/3/2011,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,3.58,5,0,1/30/2019,0,3
+"Horton, Jayne",10112,0,0,0,1,3,3,0,97999,0,8,Database Administrator,MA,2493,02/21/84,F,Single,US Citizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Indeed,Fully Meets,4.48,5,6,1/3/2019,0,4
+"Simard, Kramer",10178,1,1,1,1,3,3,0,87826,0,9,Data Analyst,MA,2110,02/08/70,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Fully Meets,3.32,3,7,1/14/2019,0,16
+"Meads, Elizabeth",10128,0,0,0,5,5,3,1,62659,1,19,Production Technician I,MA,1760,05/30/68,F,Single,US Citizen,No,Black or African American,4/2/2012,11/11/2016,Another position,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.18,4,0,2/5/2016,0,17
+"Williams, Jacquelyn  ",10264,0,0,0,5,5,3,1,59728,1,19,Production Technician I,MA,2109,10/02/69,F,Single,US Citizen,Yes,Black or African American,1/9/2012,6/27/2015,relocation out of area,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Diversity Job Fair,Fully Meets,4.3,4,0,6/2/2014,0,16
+"DeVito, Tommy",10197,0,0,1,1,3,3,0,96820,0,4,BI Developer,MA,2045,09/04/83,M ,Single,US Citizen,No,White,2/15/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,3.01,5,7,1/23/2019,0,15
+"Miller, Brannon",10116,0,0,1,1,5,3,0,83667,0,18,Production Manager,MA,2045,08/10/81,M ,Single,US Citizen,yes,Hispanic,8/16/2012,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Fully Meets,4.37,3,0,1/14/2019,0,2
+"Petingill, Shana  ",10217,1,1,0,1,5,3,0,74226,0,20,Production Technician II,MA,2050,03/10/79,F,Married,Eligible NonCitizen,No,Asian,4/2/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.3,3,0,1/14/2019,0,14
+"Dougall, Eric",10028,0,0,1,1,3,4,0,138888,0,13,IT Manager - Support,MA,1886,07/09/70,M ,Single,US Citizen,No,Black or African American,1/5/2014,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,4.3,5,5,1/4/2019,0,4
+"Hudson, Jane",10248,0,0,0,1,5,3,0,55425,0,19,Production Technician I,MA,2176,06/10/86,F,Single,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.8,4,0,1/7/2019,0,4
+"Carr, Claudia  N",10082,0,0,0,2,3,3,0,100031,0,27,Sr. DBA,MA,1886,06/06/86,F,Single,US Citizen,No,Black or African American,6/30/2016,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,5.0,5,6,2/18/2019,0,7
+"Gruber, Hans",10234,1,1,1,1,3,3,0,99020,0,4,BI Developer,MA,2134,06/30/89,M ,Married,US Citizen,No,Black or African American,4/20/2017,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.2,5,5,1/28/2019,0,8
+"Miller, Ned",10298,0,0,1,5,5,1,0,55800,1,20,Production Technician II,MA,2472,06/29/85,M ,Single,US Citizen,No,White,8/15/2011,9/4/2014,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,PIP,3.0,2,0,1/14/2013,6,6
+"O'hare, Lynn",10303,0,0,0,4,5,1,0,52674,1,19,Production Technician I,MA,2152,09/30/80,F,Single,US Citizen,No,Two or more races,3/31/2014,5/1/2018,performance,Terminated for Cause,Production       ,Kissy Sullivan,20.0,LinkedIn,PIP,2.33,2,0,3/9/2018,6,3
+"Carter, Michelle ",10040,0,0,0,1,6,3,0,71860,0,3,Area Sales Manager,VT,5664,05/15/63,F,Single,US Citizen,No,White,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,5.0,5,0,1/21/2019,0,7
+"Brill, Donna",10177,1,1,0,5,5,3,0,53492,1,19,Production Technician I,MA,1701,08/24/90,F,Married,US Citizen,No,White,4/2/2012,6/15/2013,Another position,Voluntarily Terminated,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.35,4,0,3/4/2013,0,6
+"Carthy, B'rigit",10076,0,0,0,1,5,3,0,55315,0,20,Production Technician II,MA,2149,05/21/87,F,Single,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,5.0,5,0,2/7/2019,0,16
+"Homberger, Adrienne  J",10195,1,1,0,5,5,3,0,63478,1,20,Production Technician II,MA,2445,02/16/84,F,Married,Non-Citizen,No,White,8/15/2011,4/7/2012,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,30.0,Indeed,Fully Meets,3.03,5,0,3/5/2012,0,16
+"Sewkumar, Nori",10071,0,0,0,3,5,3,0,50923,0,19,Production Technician I,MA,2191,03/10/75,F,Single,US Citizen,No,Asian,9/30/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,Google Search,Fully Meets,5.0,5,0,2/6/2019,0,14
+"Gerke, Melisa",10122,0,2,0,5,5,3,1,51505,1,19,Production Technician I,MA,2330,05/15/70,F,Divorced,US Citizen,No,Black or African American,11/7/2011,11/15/2016,hours,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Diversity Job Fair,Fully Meets,4.24,4,0,4/29/2016,0,2
+"Mahoney, Lauren  ",10219,0,0,0,1,5,3,0,45395,0,19,Production Technician I,MA,2189,07/07/86,F,Single,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,4.6,4,0,2/26/2019,0,14
+"Hankard, Earnest",10074,0,0,1,1,5,3,0,64246,0,20,Production Technician II,MA,2155,08/10/88,M ,Single,US Citizen,Yes,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,3,0,1/8/2019,0,20
+"Chang, Donovan  E",10154,0,0,1,1,5,3,0,60380,0,19,Production Technician I,MA,1845,08/24/83,M ,Single,US Citizen,No,White,7/8/2013,,N/A-StillEmployed,Active,Production       ,Webster Butler,,LinkedIn,Fully Meets,3.8,5,0,1/14/2019,0,4
+"Houlihan, Debra",10272,1,1,0,1,6,3,0,180000,0,11,Director of Sales,RI,2908,03/17/66,F,Married,US Citizen,No,White,5/5/2014,,N/A-StillEmployed,Active,Sales,Janet King,2.0,LinkedIn,Fully Meets,4.5,4,0,1/21/2019,0,19
+"Blount, Dianna",10294,0,0,0,1,5,2,0,66441,0,20,Production Technician II,MA,2171,09/21/90,F,Single,US Citizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,CareerBuilder,Needs Improvement,2.0,3,0,2/27/2019,2,3
+"Knapp, Bradley  J",10208,0,0,1,1,5,3,0,46654,0,19,Production Technician I,MA,1721,11/10/77,M ,Single,US Citizen,No,Black or African American,2/17/2014,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,LinkedIn,Fully Meets,3.1,3,0,2/6/2019,0,3
+"Gentry, Mildred",10159,1,1,0,1,5,3,0,51337,0,19,Production Technician I,MA,2145,10/01/90,F,Married,US Citizen,No,Black or African American,3/30/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,3.73,3,0,1/16/2019,0,19
+"MacLennan, Samuel",10191,0,4,1,5,5,3,0,52788,1,19,Production Technician I,MA,1938,11/09/72,M ,Widowed,US Citizen,No,White,9/24/2012,9/26/2017,hours,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,3.08,4,0,4/1/2017,0,18
+"Kretschmer, John",10176,1,1,1,1,5,3,0,63973,0,19,Production Technician I,MA,1801,02/02/80,M ,Married,US Citizen,No,Asian,1/10/2011,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,Fully Meets,3.38,3,0,1/21/2019,0,17
+"Patronick, Lucas",10005,0,0,1,5,4,4,1,108987,1,24,Software Engineer,MA,1844,02/20/79,M ,Single,US Citizen,No,Black or African American,11/7/2011,9/7/2015,Another position,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Exceeds,5.0,5,3,8/16/2015,0,13
+"Sutwell, Barbara",10209,0,0,0,1,5,3,0,59238,0,19,Production Technician I,MA,2718,08/15/68,F,Single,Eligible NonCitizen,No,Asian,5/14/2012,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,3.4,5,0,1/31/2019,0,13
+"Candie, Calvin",10001,0,0,1,1,5,4,0,72640,0,18,Production Manager,MA,2169,08/09/83,M ,Single,US Citizen,No,White,1/28/2016,,N/A-StillEmployed,Active,Production       ,Janet King,2.0,Indeed,Exceeds,5.0,3,0,2/22/2019,0,14
+"Smith, Joe",10027,0,0,1,1,5,4,0,60656,0,20,Production Technician II,MA,2045,10/30/63,M ,Single,US Citizen,No,White,9/29/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.3,3,0,1/28/2019,0,4
+"Winthrop, Jordan  ",10033,0,0,1,5,5,4,0,70507,1,20,Production Technician II,MA,2045,11/07/58,M ,Single,US Citizen,No,White,1/7/2013,2/21/2016,retiring,Voluntarily Terminated,Production       ,Brannon Miller,12.0,LinkedIn,Exceeds,5.0,3,0,1/19/2016,0,7
+"Harrison, Kara",10007,1,1,0,1,5,4,0,62065,0,19,Production Technician I,MA,1886,05/02/74,F,Married,US Citizen,No,White,5/12/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,CareerBuilder,Exceeds,4.76,4,0,2/15/2019,0,5
+"Wallace, Theresa",10293,0,0,0,5,5,2,0,50274,1,19,Production Technician I,MA,1887,08/02/80,F,Single,US Citizen,No,White,8/13/2012,9/1/2015,career change,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,CareerBuilder,Needs Improvement,2.5,3,0,9/5/2014,6,13
+"Leruth, Giovanni",10103,0,3,1,1,6,3,0,70468,0,3,Area Sales Manager,UT,84111,12/27/88,M ,Separated,US Citizen,No,Black or African American,4/30/2012,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Website,Fully Meets,4.53,3,0,1/29/2019,0,16
+"True, Edward",10102,0,0,1,5,4,3,1,100416,1,24,Software Engineer,MA,2451,06/14/83,M ,Single,Non-Citizen,No,Black or African American,2/18/2013,4/15/2018,medical issues,Voluntarily Terminated,Software Engineering,Alex Sweetwater,10.0,Diversity Job Fair,Fully Meets,4.6,3,4,2/12/2017,0,9
+"Burke, Joelle",10107,0,0,0,1,5,3,0,63763,0,20,Production Technician II,MA,2148,03/02/80,F,Single,US Citizen,No,Black or African American,3/5/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Employee Referral,Fully Meets,4.51,4,0,2/21/2019,0,3
+"Lundy, Susan",10096,0,4,0,5,5,3,0,67237,1,20,Production Technician II,MA,2122,12/26/76,F,Widowed,US Citizen,No,White,7/8/2013,9/15/2016,more money,Voluntarily Terminated,Production       ,Michael Albert,22.0,LinkedIn,Fully Meets,4.65,4,0,6/10/2016,0,15
+"Nguyen, Dheepa",10042,0,0,0,1,6,3,0,63695,0,3,Area Sales Manager,GA,30428,03/31/89,F,Single,US Citizen,No,Two or more races,7/8/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,5.0,5,0,1/25/2019,0,2
+"Beatrice, Courtney ",10055,0,0,0,1,5,3,0,59026,0,19,Production Technician I,MA,1915,10/27/70,F,Single,Eligible NonCitizen,No,White,4/4/2011,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,5.0,5,0,1/14/2019,0,12
+"Trzeciak, Cybil",10270,0,0,0,5,5,3,0,74813,1,20,Production Technician II,MA,1778,03/15/85,F,Single,US Citizen,No,White,1/10/2011,7/2/2014,unhappy,Voluntarily Terminated,Production       ,Amy Dunn,11.0,LinkedIn,Fully Meets,4.4,3,0,1/5/2014,0,5
+"Biden, Lowan  M",10226,0,2,0,1,5,3,0,64919,0,19,Production Technician I,MA,2027,12/27/58,F,Divorced,US Citizen,No,Asian,8/19/2013,,N/A-StillEmployed,Active,Production       ,Ketsia Liebig,19.0,Indeed,Fully Meets,4.2,3,0,1/10/2019,0,2
+"Terry, Sharlene ",10161,0,0,0,1,6,3,0,58370,0,3,Area Sales Manager,OR,97756,05/07/65,F,Single,US Citizen,No,Black or African American,9/29/2014,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,3.69,3,0,1/28/2019,0,18
+"Singh, Nan ",10039,0,0,0,1,1,3,0,51920,0,2,Administrative Assistant,MA,2330,05/19/88,F,Single,US Citizen,No,White,5/1/2015,,N/A-StillEmployed,Active,Admin Offices,Brandon R. LeBlanc,1.0,Website,Fully Meets,5.0,3,5,1/15/2019,0,2
+"Guilianno, Mike",10109,0,0,1,5,6,3,0,71707,1,3,Area Sales Manager,TN,37129,02/09/69,M ,Single,US Citizen,No,Two or more races,3/7/2012,10/31/2014,relocation out of area,Voluntarily Terminated,Sales,John Smith,17.0,LinkedIn,Fully Meets,4.5,5,0,2/1/2013,0,20
+"Leach, Dallas",10087,0,0,0,5,5,3,0,63676,1,19,Production Technician I,MA,1810,01/17/79,F,Single,US Citizen,No,Asian,9/26/2011,8/19/2018,return to school,Voluntarily Terminated,Production       ,Kissy Sullivan,20.0,CareerBuilder,Fully Meets,4.88,3,0,7/2/2017,0,17
+"Motlagh,  Dawn",10254,0,2,0,1,5,3,0,63430,0,19,Production Technician I,MA,2453,07/07/84,F,Divorced,US Citizen,No,White,4/1/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,4,0,1/17/2019,0,18
+"Sadki, Nore  ",10260,0,0,1,5,5,3,0,46428,1,19,Production Technician I,MA,2148,12/21/74,M ,Single,US Citizen,No,White,1/5/2009,7/30/2018,relocation out of area,Voluntarily Terminated,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.6,5,0,2/5/2018,0,7
+"Immediato, Walter",10289,1,1,1,5,5,2,0,83082,1,18,Production Manager,MA,2128,11/15/76,M ,Married,US Citizen,No,Asian,2/21/2011,9/24/2012,unhappy,Voluntarily Terminated,Production       ,Janet King,2.0,Indeed,Needs Improvement,2.34,2,0,4/12/2012,3,4
+"Panjwani, Nina",10148,1,1,0,5,5,3,0,63515,1,19,Production Technician I,MA,2351,05/01/79,F,Married,US Citizen,No,White,2/7/2011,1/12/2014,Another position,Voluntarily Terminated,Production       ,Elijiah Gray,16.0,Google Search,Fully Meets,3.89,4,0,3/4/2013,0,7
+"Keatts, Kramer ",10192,0,0,1,1,5,3,0,50482,0,19,Production Technician I,MA,1887,01/19/76,M ,Single,US Citizen,No,White,9/30/2013,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,Fully Meets,3.07,4,0,1/23/2019,0,10
+"Thibaud, Kenneth",10268,0,4,1,5,5,3,0,67176,1,20,Production Technician II,MA,2472,09/16/75,M ,Widowed,US Citizen,No,White,6/25/2007,8/30/2010,military,Voluntarily Terminated,Production       ,Webster Butler,39.0,Other,Fully Meets,4.1,4,0,7/14/2010,0,15
+"Robinson, Alain  ",10047,1,1,1,5,5,3,0,50428,1,19,Production Technician I,MA,1420,01/07/74,M ,Married,US Citizen,No,Black or African American,1/10/2011,1/26/2016,attendance,Voluntarily Terminated,Production       ,Amy Dunn,11.0,Indeed,Fully Meets,5.0,3,0,1/10/2015,0,11
+"Lajiri,  Jyoti",10113,1,1,1,3,3,3,0,93206,0,28,Sr. Network Engineer,MA,2169,04/23/86,M ,Married,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,4.46,5,6,1/7/2019,0,7
+"LeBlanc, Brandon  R",10134,1,1,1,1,1,3,0,93046,0,23,Shared Services Manager,MA,1460,06/10/84,M ,Married,US Citizen,No,White,1/5/2016,,N/A-StillEmployed,Active,Admin Offices,Janet King,2.0,CareerBuilder,Fully Meets,4.1,4,0,1/28/2019,0,20
+"Petrowsky, Thelma",10016,1,1,0,1,3,4,0,93554,0,9,Data Analyst,MA,1886,09/16/84,F,Married,US Citizen,No,Black or African American,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Simon Roup,4.0,Employee Referral,Exceeds,4.6,5,7,1/4/2019,0,16
+"Exantus, Susan",10290,1,1,0,4,4,2,0,99280,1,24,Software Engineer,MA,1749,05/15/87,F,Married,US Citizen,No,Black or African American,5/2/2011,6/5/2013,attendance,Terminated for Cause,Software Engineering,Alex Sweetwater,10.0,Indeed,Needs Improvement,2.1,5,4,8/10/2012,4,19
+"Oliver, Brooke ",10078,1,1,0,5,5,3,0,71966,1,20,Production Technician II,MA,2492,02/11/52,F,Married,US Citizen,No,Asian,5/14/2012,8/19/2013,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,LinkedIn,Fully Meets,5.0,3,0,7/2/2013,0,17
+"Moran, Patrick",10223,0,0,1,3,5,3,1,72106,0,20,Production Technician II,MA,2127,12/03/76,M ,Single,US Citizen,No,Black or African American,1/9/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Diversity Job Fair,Fully Meets,4.1,4,0,1/31/2019,0,12
+"Smith, John",10291,0,2,1,1,6,2,1,72992,0,21,Sales Manager,MA,1886,08/16/84,M ,Divorced,US Citizen,No,Black or African American,5/18/2014,,N/A-StillEmployed,Active,Sales,Debra Houlihan,15.0,Diversity Job Fair,Needs Improvement,2.4,4,0,1/16/2019,2,16
+"Onque, Jasmine",10121,0,0,0,1,6,3,0,63051,0,3,Area Sales Manager,FL,33174,05/11/90,F,Single,US Citizen,Yes,White,9/30/2013,,N/A-StillEmployed,Active,Sales,Lynn Daneault,21.0,Indeed,Fully Meets,4.28,3,0,1/25/2019,0,1
+"Stoica, Rick",10266,1,1,1,1,5,3,0,61355,0,19,Production Technician I,MA,2301,03/14/85,M ,Married,US Citizen,No,Asian,2/17/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.7,3,0,1/11/2019,0,4
+"Andreola, Colby",10194,0,0,0,1,4,3,0,95660,0,24,Software Engineer,MA,2110,05/24/79,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Fully Meets,3.04,3,4,1/2/2019,0,19
+"Gordon, David",10051,1,1,1,1,5,3,0,48285,0,19,Production Technician I,MA,2169,05/21/79,M ,Married,US Citizen,No,White,7/2/2012,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,LinkedIn,Fully Meets,5.0,3,0,1/14/2019,0,2
+"Foss, Jason",10015,0,0,1,1,3,4,0,178000,0,12,IT Director,MA,1460,07/05/80,M ,Single,US Citizen,No,Black or African American,4/15/2011,,N/A-StillEmployed,Active,IT/IS,Jennifer Zamora,5.0,Indeed,Exceeds,5.0,5,5,1/7/2019,0,15
+"Sparks, Taylor  ",10302,1,1,0,1,5,1,0,64021,0,19,Production Technician I,MA,2093,07/20/68,F,Married,US Citizen,No,White,2/20/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Indeed,PIP,2.4,2,1,2/25/2019,6,20
+"Hitchcock, Alfred",10167,1,1,1,1,6,3,0,70545,0,3,Area Sales Manager,NH,3062,09/14/88,M ,Married,US Citizen,No,American Indian or Alaska Native,8/18/2014,,N/A-StillEmployed,Active,Sales,John Smith,17.0,Indeed,Fully Meets,3.6,5,0,1/30/2019,0,9
+"Mangal, Debbie",10279,1,1,0,1,5,3,0,61349,0,19,Production Technician I,MA,2451,11/07/74,F,Married,US Citizen,No,White,11/11/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,LinkedIn,Fully Meets,4.1,3,0,1/22/2019,0,11
+"Bernstein, Sean",10046,0,0,1,1,5,3,0,51044,0,19,Production Technician I,MA,2072,12/22/70,M ,Single,US Citizen,Yes,White,4/2/2012,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Google Search,Fully Meets,5.0,3,0,1/14/2019,0,13
+"Cornett, Lisa ",10094,1,1,0,1,5,3,0,63381,0,19,Production Technician I,MA,2189,03/31/77,F,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Indeed,Fully Meets,4.73,5,0,2/14/2019,0,6
+"Cross, Noah",10083,0,0,1,1,3,3,0,92329,0,28,Sr. Network Engineer,CT,6278,09/09/65,M ,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,3,4,1/2/2019,0,5
+"Booth, Frank",10199,0,0,1,4,3,3,0,103613,1,30,Enterprise Architect,CT,6033,07/30/64,M ,Single,US Citizen,No,Black or African American,2/17/2014,2/19/2016,Learned that he is a gangster,Terminated for Cause,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,3.5,5,7,1/10/2016,0,2
+"Nowlan, Kristie",10104,0,0,0,1,5,3,0,66738,0,20,Production Technician II,MA,1040,11/23/85,F,Single,US Citizen,No,White,11/10/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Fully Meets,4.53,5,0,1/16/2019,0,5
+"Faller, Megan ",10263,1,1,0,1,5,3,0,71776,0,20,Production Technician II,MA,1824,09/22/78,F,Married,US Citizen,No,Black or African American,7/7/2014,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,LinkedIn,Fully Meets,4.4,5,0,2/22/2019,0,17
+"Salter, Jason",10229,0,2,1,5,3,3,0,88527,1,9,Data Analyst ,MA,2452,12/17/87,M ,Divorced,US Citizen,No,Black or African American,1/5/2015,10/31/2015,hours,Voluntarily Terminated,IT/IS,Simon Roup,4.0,LinkedIn,Fully Meets,4.2,3,5,4/20/2015,0,2
+"Smith, Leigh Ann",10153,1,1,0,5,1,3,1,55000,1,2,Administrative Assistant,MA,1844,06/14/87,F,Married,US Citizen,No,Black or African American,9/26/2011,9/25/2013,career change,Voluntarily Terminated,Admin Offices,Brandon R. LeBlanc,1.0,Diversity Job Fair,Fully Meets,3.8,4,4,8/15/2013,0,17
+"Lunquist, Lisa",10035,0,0,0,1,5,4,0,73330,0,20,Production Technician II,MA,2324,03/28/82,F,Single,US Citizen,No,Black or African American,8/19/2013,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Indeed,Exceeds,4.2,4,0,2/12/2019,0,19
+"Erilus, Angela",10299,0,3,0,1,5,1,0,56847,0,20,Production Technician II,MA,2133,08/25/89,F,Separated,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Indeed,PIP,3.0,1,0,2/25/2019,2,5
+"DeGweck,  James",10070,1,1,1,5,5,3,0,55722,1,19,Production Technician I,MA,1810,10/31/77,M ,Married,US Citizen,No,White,5/16/2011,6/8/2016,unhappy,Voluntarily Terminated,Production       ,Webster Butler,39.0,Indeed,Fully Meets,5.0,4,0,4/2/2016,0,14
+"Gill, Whitney  ",10142,0,4,0,4,6,3,0,59370,1,3,Area Sales Manager,OH,43050,07/10/71,F,Widowed,US Citizen,No,Black or African American,7/7/2014,9/5/2015,attendance,Terminated for Cause,Sales,John Smith,17.0,CareerBuilder,Fully Meets,3.97,4,0,1/15/2014,0,7
+"Myers, Michael",10216,0,0,1,1,5,3,0,57575,0,19,Production Technician I,MA,1550,04/18/80,M ,Single,US Citizen,No,Asian,7/8/2013,,N/A-StillEmployed,Active,Production       ,Kissy Sullivan,20.0,LinkedIn,Fully Meets,4.1,4,0,1/22/2019,0,13
+"Barone, Francesco  A",10265,0,0,1,1,5,3,0,58709,0,19,Production Technician I,MA,1810,07/20/83,M ,Single,US Citizen,No,Two or more races,2/20/2012,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,Google Search,Fully Meets,4.6,4,0,2/14/2019,0,7
+"Tavares, Desiree  ",10221,1,1,0,5,5,3,1,60754,1,19,Production Technician I,MA,1801,04/03/75,F,Married,Non-Citizen,No,Black or African American,4/27/2009,4/1/2013,Another position,Voluntarily Terminated,Production       ,Webster Butler,39.0,Diversity Job Fair,Fully Meets,4.5,5,0,2/15/2012,0,11
+"Gaul, Barbara",10257,0,0,0,1,5,3,0,53171,0,19,Production Technician I,MA,2121,12/02/83,F,Single,US Citizen,Yes,Black or African American,5/16/2011,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,4.2,4,0,2/26/2019,0,12
+"Turpin, Jumil",10045,1,1,1,1,3,3,0,76029,0,15,Network Engineer,MA,2343,03/31/69,M ,Married,Eligible NonCitizen,No,White,3/30/2015,,N/A-StillEmployed,Active,IT/IS,Peter Monroe,7.0,Employee Referral,Fully Meets,5.0,4,7,1/14/2019,0,8
+"Hendrickson, Trina",10075,0,0,0,5,5,3,0,68099,1,20,Production Technician II,MA,2021,08/27/72,F,Single,US Citizen,No,White,1/10/2011,6/18/2013,hours,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,3,0,1/30/2013,0,15
+"Le, Binh",10232,0,0,0,1,3,3,0,81584,0,22,Senior BI Developer,MA,1886,06/14/87,F,Single,US Citizen,No,Asian,10/2/2016,,N/A-StillEmployed,Active,IT/IS,Brian Champaigne,13.0,Indeed,Fully Meets,4.1,5,7,1/8/2019,0,2
+"Peters, Lauren",10032,1,1,0,5,5,4,0,57954,1,20,Production Technician II,MA,1886,08/17/86,F,Married,US Citizen,No,White,5/16/2011,2/4/2013,more money,Voluntarily Terminated,Production       ,Ketsia Liebig,19.0,Indeed,Exceeds,4.2,5,0,1/10/2013,0,12
+"Cloninger, Jennifer",10275,1,1,0,5,5,3,0,64066,1,20,Production Technician II,MA,1752,08/31/81,F,Married,US Citizen,No,White,5/16/2011,1/7/2013,unhappy,Voluntarily Terminated,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,4.2,5,0,5/3/2012,0,9
+"Garcia, Raul",10111,0,0,1,1,5,3,0,52249,0,19,Production Technician I,MA,1905,09/15/85,M ,Single,US Citizen,Yes,White,3/30/2015,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Employee Referral,Fully Meets,4.5,3,0,2/18/2019,0,5
+"Sullivan, Timothy",10117,1,1,1,1,5,3,0,63025,0,19,Production Technician I,MA,2747,10/07/82,M ,Married,US Citizen,Yes,White,1/5/2015,,N/A-StillEmployed,Active,Production       ,Michael Albert,22.0,Google Search,Fully Meets,4.36,5,0,1/24/2019,0,10
+"Desimone, Carl ",10310,1,1,1,1,5,1,0,53189,0,19,Production Technician I,MA,2061,04/19/67,M ,Married,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Production       ,Amy Dunn,11.0,Indeed,PIP,1.12,2,0,1/31/2019,4,9
+"Ngodup, Shari ",10037,0,3,0,1,5,4,1,52984,0,19,Production Technician I,MA,1810,06/03/67,F,Separated,US Citizen,No,Black or African American,4/1/2013,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Diversity Job Fair,Exceeds,4.0,3,0,2/13/2019,0,12
+"Sahoo, Adil",10233,1,1,1,1,5,3,0,57975,0,20,Production Technician II,MA,2062,04/26/86,M ,Married,US Citizen,No,White,8/30/2010,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,4.1,3,0,1/10/2019,0,13
+"Pitt, Brad ",10164,0,0,1,1,5,3,0,47001,0,19,Production Technician I,MA,2451,11/23/81,M ,Single,US Citizen,No,White,11/5/2007,,N/A-StillEmployed,Active,Production       ,David Stanley,14.0,Google Search,Fully Meets,3.66,3,0,2/25/2019,0,15
+"Jhaveri, Sneha  ",10060,0,3,0,1,5,3,0,60436,0,19,Production Technician I,MA,2109,04/13/64,F,Separated,US Citizen,No,White,1/6/2014,,N/A-StillEmployed,Active,Production       ,Kelley Spirea,18.0,LinkedIn,Fully Meets,5.0,5,0,1/21/2019,0,9
+"Fidelia,  Libby",10049,1,1,0,1,5,3,0,58530,0,19,Production Technician I,MA,2155,03/16/81,F,Married,US Citizen,No,White,1/9/2012,,N/A-StillEmployed,Active,Production       ,Brannon Miller,12.0,Google Search,Fully Meets,5.0,5,0,1/29/2019,0,19
+"Lydon, Allison",10057,1,1,0,3,5,3,0,52057,0,19,Production Technician I,MA,2122,10/22/75,F,Married,US Citizen,No,Black or African American,2/16/2015,,N/A-StillEmployed,Active,Production       ,Elijiah Gray,16.0,Website,Fully Meets,5.0,3,0,1/23/2019,0,6
+"Gross, Paula",10059,0,2,0,5,5,3,0,63813,1,19,Production Technician I,MA,2176,05/21/83,F,Divorced,US Citizen,No,White,2/21/2011,1/11/2014,more money,Voluntarily Terminated,Production       ,Kelley Spirea,18.0,CareerBuilder,Fully Meets,5.0,5,0,6/3/2013,0,17
+"Szabo, Andrew",10024,0,0,1,1,4,4,0,92989,0,24,Software Engineer,MA,2140,05/06/83,M ,Single,US Citizen,No,White,7/7/2014,,N/A-StillEmployed,Active,Software Engineering,Alex Sweetwater,10.0,LinkedIn,Exceeds,4.5,5,5,2/18/2019,0,1

decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_001.json

@@ -0,0 +1,105 @@
+{
+  "id": "001",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance",
+  "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance",
+  "query": "Sitting here with these two files, the differences are striking. For the first candidate, business travel is rare, she commutes 25 km, has the highest education of 5 in a technical field, and shows moderate satisfaction scores—environment 3, job 2, relationships 2. Her compensation is an hourly rate of 71 and monthly 2546, with a 16% hike on a performance rating of 3. Career-wise, she’s been with 5 companies over 6 working years, at IBM for 2 years, in her current role 2, promoted 1 year ago, and with her manager 1 year. Involvement is 2, stock options 0, but work-life balance is a top score of 4, and she did 2 trainings last year, no overtime. The second candidate never travels, has a tiny 2 km commute, education level 4 in marketing, same environment satisfaction 3 and job satisfaction 2. He earns more: 87 hourly and 4978 monthly, yet his salary hike is just 11% with performance 3. He’s hopped through 7 companies in 4 total years, here only 1 year, not in a set role (0 years), no promotions yet, and zero years with his current manager. His job involvement is 3, relationship satisfaction is a strong 4, stock options at 1, but work-life balance is terrible at 1, he took 3 trainings, and also avoids overtime. Trying to figure out who’s truly at risk of quitting is tough—do you reckon the first or the second profile is the one walking out the door?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Age": null,
+          "Attrition": "Yes",
+          "BusinessTravel": "Travel_Rarely",
+          "DailyRate": null,
+          "Department": null,
+          "DistanceFromHome": "25",
+          "Education": "5",
+          "EducationField": "Technical Degree",
+          "EmployeeCount": "1",
+          "EmployeeNumber": null,
+          "EnvironmentSatisfaction": "3",
+          "Gender": "Female",
+          "HourlyRate": "71",
+          "JobInvolvement": "2",
+          "JobLevel": null,
+          "JobRole": null,
+          "JobSatisfaction": "2",
+          "MaritalStatus": null,
+          "MonthlyIncome": "2546",
+          "MonthlyRate": null,
+          "NumCompaniesWorked": "5",
+          "Over18": "Y",
+          "OverTime": "No",
+          "PercentSalaryHike": "16",
+          "PerformanceRating": "3",
+          "RelationshipSatisfaction": "2",
+          "StandardHours": null,
+          "StockOptionLevel": "0",
+          "TotalWorkingYears": "6",
+          "TrainingTimesLastYear": "2",
+          "WorkLifeBalance": "4",
+          "YearsAtCompany": "2",
+          "YearsInCurrentRole": "2",
+          "YearsSinceLastPromotion": "1",
+          "YearsWithCurrManager": "1"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Age": null,
+          "Attrition": "No",
+          "BusinessTravel": "Non-Travel",
+          "DailyRate": null,
+          "Department": null,
+          "DistanceFromHome": "2",
+          "Education": "4",
+          "EducationField": "Marketing",
+          "EmployeeCount": "1",
+          "EmployeeNumber": null,
+          "EnvironmentSatisfaction": "3",
+          "Gender": "Male",
+          "HourlyRate": "87",
+          "JobInvolvement": "3",
+          "JobLevel": null,
+          "JobRole": null,
+          "JobSatisfaction": "2",
+          "MaritalStatus": null,
+          "MonthlyIncome": "4978",
+          "MonthlyRate": null,
+          "NumCompaniesWorked": "7",
+          "Over18": "Y",
+          "OverTime": "No",
+          "PercentSalaryHike": "11",
+          "PerformanceRating": "3",
+          "RelationshipSatisfaction": "4",
+          "StandardHours": null,
+          "StockOptionLevel": "1",
+          "TotalWorkingYears": "4",
+          "TrainingTimesLastYear": "3",
+          "WorkLifeBalance": "1",
+          "YearsAtCompany": "1",
+          "YearsInCurrentRole": "0",
+          "YearsSinceLastPromotion": "0",
+          "YearsWithCurrManager": "0"
+        }
+      }
+    ],
+    "target_column": "Attrition",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2_006.json

@@ -0,0 +1,145 @@
+{
+  "id": "006",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "IBM_HR_Analytics_Employee_Attrition_&_Performance",
+  "table_path": "kaggle/IBM_HR_Analytics_Employee_Attrition_&_Performance",
+  "query": "The archive of past employee data I sent over should help give some background, because comparing these three lab tech profiles is tricky. The first one travels rarely, lives 29 km from work, has a bachelor’s degree in the Medical field, is a single male at job level 2 earning 4272 a month, worked at 4 companies, doesn’t do overtime, received a 19% salary increase, performance rating is 3, employee number 1148, reports medium environment satisfaction at 2 but very high job satisfaction at 4, has low relationship satisfaction at 1, no stock options, 16 total working years, attended 3 trainings last year, has a better work-life balance score of 3, and has zero years in his current role, with his current manager, and since his last promotion. The second travels frequently, 24 km commute, bachelor’s in Life Sciences, divorced male at job level 1 earning 3161, worked at 3 companies, does overtime, got a 22% hike with an outstanding performance rating of 4, number 392, reports very high environment and relationship satisfaction at 4, high job satisfaction at 3, has stock option level 1, 19 total years but zero trainings last year, a bad work-life balance of 1, and also has zero years in role, with manager, and since promotion. The third travels rarely, only 9 km commute, holds a master’s in Life Sciences, single male at job level 1 earning 2018, worked at 3 companies, no overtime, 14% hike, performance 3, number 1534, very high environment satisfaction at 4 but low job satisfaction at 1, relationship satisfaction 2, no stock options, 15 total years, 3 trainings, bad work-life balance of 1, but has 4 years in his current role and it’s been 1 year since his last promotion while having zero years with his current manager. All are over 18. Given all that, which person appears most likely to be the one who stays and doesn’t leave the firm?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Age": null,
+          "Attrition": "No",
+          "BusinessTravel": "Travel_Rarely",
+          "DailyRate": null,
+          "Department": null,
+          "DistanceFromHome": "29",
+          "Education": "3",
+          "EducationField": "Medical",
+          "EmployeeCount": "1",
+          "EmployeeNumber": "1148",
+          "EnvironmentSatisfaction": "2",
+          "Gender": "Male",
+          "HourlyRate": null,
+          "JobInvolvement": null,
+          "JobLevel": "2",
+          "JobRole": "Laboratory Technician",
+          "JobSatisfaction": "4",
+          "MaritalStatus": "Single",
+          "MonthlyIncome": "4272",
+          "MonthlyRate": null,
+          "NumCompaniesWorked": "4",
+          "Over18": "Y",
+          "OverTime": "No",
+          "PercentSalaryHike": "19",
+          "PerformanceRating": "3",
+          "RelationshipSatisfaction": "1",
+          "StandardHours": null,
+          "StockOptionLevel": "0",
+          "TotalWorkingYears": "16",
+          "TrainingTimesLastYear": "3",
+          "WorkLifeBalance": "3",
+          "YearsAtCompany": null,
+          "YearsInCurrentRole": "0",
+          "YearsSinceLastPromotion": "0",
+          "YearsWithCurrManager": "0"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Age": null,
+          "Attrition": "Yes",
+          "BusinessTravel": "Travel_Frequently",
+          "DailyRate": null,
+          "Department": null,
+          "DistanceFromHome": "24",
+          "Education": "3",
+          "EducationField": "Life Sciences",
+          "EmployeeCount": "1",
+          "EmployeeNumber": "392",
+          "EnvironmentSatisfaction": "4",
+          "Gender": "Male",
+          "HourlyRate": null,
+          "JobInvolvement": null,
+          "JobLevel": "1",
+          "JobRole": "Laboratory Technician",
+          "JobSatisfaction": "3",
+          "MaritalStatus": "Divorced",
+          "MonthlyIncome": "3161",
+          "MonthlyRate": null,
+          "NumCompaniesWorked": "3",
+          "Over18": "Y",
+          "OverTime": "Yes",
+          "PercentSalaryHike": "22",
+          "PerformanceRating": "4",
+          "RelationshipSatisfaction": "4",
+          "StandardHours": null,
+          "StockOptionLevel": "1",
+          "TotalWorkingYears": "19",
+          "TrainingTimesLastYear": "0",
+          "WorkLifeBalance": "1",
+          "YearsAtCompany": null,
+          "YearsInCurrentRole": "0",
+          "YearsSinceLastPromotion": "0",
+          "YearsWithCurrManager": "0"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Age": null,
+          "Attrition": "Yes",
+          "BusinessTravel": "Travel_Rarely",
+          "DailyRate": null,
+          "Department": null,
+          "DistanceFromHome": "9",
+          "Education": "4",
+          "EducationField": "Life Sciences",
+          "EmployeeCount": "1",
+          "EmployeeNumber": "1534",
+          "EnvironmentSatisfaction": "4",
+          "Gender": "Male",
+          "HourlyRate": null,
+          "JobInvolvement": null,
+          "JobLevel": "1",
+          "JobRole": "Laboratory Technician",
+          "JobSatisfaction": "1",
+          "MaritalStatus": "Single",
+          "MonthlyIncome": "2018",
+          "MonthlyRate": null,
+          "NumCompaniesWorked": "3",
+          "Over18": "Y",
+          "OverTime": "No",
+          "PercentSalaryHike": "14",
+          "PerformanceRating": "3",
+          "RelationshipSatisfaction": "2",
+          "StandardHours": null,
+          "StockOptionLevel": "0",
+          "TotalWorkingYears": "15",
+          "TrainingTimesLastYear": "3",
+          "WorkLifeBalance": "1",
+          "YearsAtCompany": null,
+          "YearsInCurrentRole": "4",
+          "YearsSinceLastPromotion": "1",
+          "YearsWithCurrManager": "0"
+        }
+      }
+    ],
+    "target_column": "Attrition",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/IBM_HR_Analytics_Employee_Attrition_&_Performance_B2/current.csv

@@ -0,0 +1,17 @@
+Age,Attrition,BusinessTravel,DailyRate,Department,DistanceFromHome,Education,EducationField,EmployeeCount,EmployeeNumber,EnvironmentSatisfaction,Gender,HourlyRate,JobInvolvement,JobLevel,JobRole,JobSatisfaction,MaritalStatus,MonthlyIncome,MonthlyRate,NumCompaniesWorked,Over18,OverTime,PercentSalaryHike,PerformanceRating,RelationshipSatisfaction,StandardHours,StockOptionLevel,TotalWorkingYears,TrainingTimesLastYear,WorkLifeBalance,YearsAtCompany,YearsInCurrentRole,YearsSinceLastPromotion,YearsWithCurrManager
+29,Yes,Travel_Rarely,408,Research & Development,25,5,Technical Degree,1,565,3,Female,71,2,1,Research Scientist,2,Married,2546,18300,5,Y,No,16,3,2,80,0,6,2,4,2,2,1,1
+47,No,Non-Travel,543,Sales,2,4,Marketing,1,1731,3,Male,87,3,2,Sales Executive,2,Married,4978,3536,7,Y,No,11,3,4,80,1,4,3,1,1,0,0,0
+26,Yes,Travel_Rarely,920,Human Resources,20,2,Medical,1,1818,4,Female,69,3,1,Human Resources,2,Married,2148,6889,0,Y,Yes,11,3,3,80,0,6,3,3,5,1,1,4
+22,No,Travel_Rarely,1136,Research & Development,5,3,Life Sciences,1,284,4,Male,60,4,1,Research Scientist,2,Divorced,2328,12392,1,Y,Yes,16,3,1,80,1,4,2,2,4,2,2,2
+28,Yes,Travel_Rarely,1434,Research & Development,5,4,Technical Degree,1,65,3,Male,50,3,1,Laboratory Technician,3,Single,3441,11179,1,Y,Yes,13,3,3,80,0,2,3,2,2,2,2,2
+53,Yes,Travel_Rarely,1168,Sales,24,4,Life Sciences,1,1968,1,Male,66,3,3,Sales Executive,1,Single,10448,5843,6,Y,Yes,13,3,2,80,0,15,2,2,2,2,2,2
+30,Yes,Travel_Rarely,1005,Research & Development,3,3,Technical Degree,1,297,4,Female,88,3,1,Research Scientist,1,Single,2657,8556,5,Y,Yes,11,3,3,80,0,8,5,3,5,2,0,4
+39,No,Travel_Rarely,1383,Human Resources,2,3,Life Sciences,1,909,4,Female,42,2,2,Human Resources,4,Married,5204,7790,8,Y,No,11,3,3,80,2,13,2,3,5,4,0,4
+36,No,Travel_Rarely,329,Sales,16,4,Marketing,1,1436,3,Female,98,2,2,Sales Executive,1,Married,5647,13494,4,Y,No,13,3,1,80,2,11,3,2,3,2,0,2
+24,Yes,Travel_Rarely,240,Human Resources,22,1,Human Resources,1,1714,4,Male,58,1,1,Human Resources,3,Married,1555,11585,1,Y,No,11,3,3,80,1,1,2,3,1,0,0,0
+30,No,Travel_Rarely,1288,Sales,29,4,Technical Degree,1,1568,3,Male,33,3,3,Sales Executive,2,Married,9250,17799,3,Y,No,12,3,2,80,1,9,3,3,4,2,1,3
+35,Yes,Travel_Rarely,1204,Sales,4,3,Technical Degree,1,1100,4,Male,86,3,3,Sales Executive,1,Single,9582,10333,0,Y,Yes,22,4,1,80,0,9,2,3,8,7,4,7
+37,Yes,Travel_Rarely,1373,Research & Development,2,2,Other,1,4,4,Male,92,2,1,Laboratory Technician,3,Single,2090,2396,6,Y,Yes,15,3,2,80,0,7,3,3,0,0,0,0
+42,No,Travel_Rarely,188,Research & Development,29,3,Medical,1,1148,2,Male,56,1,2,Laboratory Technician,4,Single,4272,9558,4,Y,No,19,3,1,80,0,16,3,3,1,0,0,0
+44,Yes,Travel_Frequently,920,Research & Development,24,3,Life Sciences,1,392,4,Male,43,3,1,Laboratory Technician,3,Divorced,3161,19920,3,Y,Yes,22,4,4,80,1,19,0,1,1,0,0,0
+40,Yes,Travel_Rarely,676,Research & Development,9,4,Life Sciences,1,1534,4,Male,86,3,1,Laboratory Technician,1,Single,2018,21831,3,Y,No,14,3,2,80,0,15,3,1,5,4,1,0

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_001.json

@@ -0,0 +1,81 @@
+{
+  "id": "001",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "Planning a hike has led to comparing these two forecasts. In MountGinini, the numbers paint a chilly, damp picture: minimum temperature -2.1, maximum 0.4, with 2.2 rainfall recorded. That WSW wind gust hit 46.0, and winds were consistently from the west all day at 20.0 speed. The humidity stayed elevated—91.0 and 87.0—and temperatures were near freezing, -0.8 rising to 0.1. RainToday is Yes. Over in Adelaide, it's a hot day with a low of 17.2 and a high of 30.8, seeing 3.0 of rain. The gust was from the SSW at 37.0, while wind direction swung from N to WNW, speeds 7.0 and 17.0. Humidity plummeted from 51.0 to 26.0, pressure sat at 1004.2 and 1003.0, and temperatures climbed from 22.9 to 30.7. RainToday also Yes. Please figure out which spot is more likely to see rain tomorrow.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "MountGinini",
+          "MinTemp": "-2.1",
+          "MaxTemp": "0.4",
+          "Rainfall": "2.2",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "WSW",
+          "WindGustSpeed": "46.0",
+          "WindDir9am": "W",
+          "WindDir3pm": "W",
+          "WindSpeed9am": "20.0",
+          "WindSpeed3pm": "20.0",
+          "Humidity9am": "91.0",
+          "Humidity3pm": "87.0",
+          "Pressure9am": null,
+          "Pressure3pm": null,
+          "Cloud9am": null,
+          "Cloud3pm": null,
+          "Temp9am": "-0.8",
+          "Temp3pm": "0.1",
+          "RainToday": "Yes",
+          "RainTomorrow": "Yes"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "Adelaide",
+          "MinTemp": "17.2",
+          "MaxTemp": "30.8",
+          "Rainfall": "3.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "SSW",
+          "WindGustSpeed": "37.0",
+          "WindDir9am": "N",
+          "WindDir3pm": "WNW",
+          "WindSpeed9am": "7.0",
+          "WindSpeed3pm": "17.0",
+          "Humidity9am": "51.0",
+          "Humidity3pm": "26.0",
+          "Pressure9am": "1004.2",
+          "Pressure3pm": "1003.0",
+          "Cloud9am": null,
+          "Cloud3pm": null,
+          "Temp9am": "22.9",
+          "Temp3pm": "30.7",
+          "RainToday": "Yes",
+          "RainTomorrow": "No"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_002.json

@@ -0,0 +1,109 @@
+{
+  "id": "002",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "Today’s conditions are all over the map. Launceston recorded a minimum of 7.5 and a maximum of 11.6 degrees, received 19.0mm of rain, saw wind gusts from the NNW at 33.0 km/h, with morning wind from the NNE at 13.0 and afternoon from the SSE at 17.0. Humidity is extremely high at 89.0% and 91.0%, pressure dropped from 985.0 to 980.2, and the temperature was consistently 8.2 degrees at both 9am and 3pm. Rain did occur there today. SalmonGums had the same low of 7.5 but a high of 27.7, no rainfall, a strong southern gust of 46.0, wind direction from NNW at 13.0 to S at 24.0, humidity falling from 71.0% to 39.0%, and temperatures of 18.6 and 25.6. No rain today. Watsonia’s numbers include a low of 16.1 and high of 22.0, also no rain, evaporation of 8.4mm, sunshine for 2.6 hours, a WSW gust of 37.0, winds from SSE at 11.0 to WSW at 15.0, humidity at 77.0% and 73.0%, pressure up from 1005.4 to 1007.2, cloud cover at 6.0 and 8.0 oktas, and temps of 19.0 and 20.8. No rain today. For someone trying to avoid rain tomorrow, which place is more likely to be dry?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "Launceston",
+          "MinTemp": "7.5",
+          "MaxTemp": "11.6",
+          "Rainfall": "19.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "NNW",
+          "WindGustSpeed": "33.0",
+          "WindDir9am": "NNE",
+          "WindDir3pm": "SSE",
+          "WindSpeed9am": "13.0",
+          "WindSpeed3pm": "17.0",
+          "Humidity9am": "89.0",
+          "Humidity3pm": "91.0",
+          "Pressure9am": "985.0",
+          "Pressure3pm": "980.2",
+          "Cloud9am": null,
+          "Cloud3pm": null,
+          "Temp9am": "8.2",
+          "Temp3pm": "8.2",
+          "RainToday": "Yes",
+          "RainTomorrow": "Yes"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "SalmonGums",
+          "MinTemp": "7.5",
+          "MaxTemp": "27.7",
+          "Rainfall": "0.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "S",
+          "WindGustSpeed": "46.0",
+          "WindDir9am": "NNW",
+          "WindDir3pm": "S",
+          "WindSpeed9am": "13.0",
+          "WindSpeed3pm": "24.0",
+          "Humidity9am": "71.0",
+          "Humidity3pm": "39.0",
+          "Pressure9am": null,
+          "Pressure3pm": null,
+          "Cloud9am": null,
+          "Cloud3pm": null,
+          "Temp9am": "18.6",
+          "Temp3pm": "25.6",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Date": null,
+          "Location": "Watsonia",
+          "MinTemp": "16.1",
+          "MaxTemp": "22.0",
+          "Rainfall": "0.0",
+          "Evaporation": "8.4",
+          "Sunshine": "2.6",
+          "WindGustDir": "WSW",
+          "WindGustSpeed": "37.0",
+          "WindDir9am": "SSE",
+          "WindDir3pm": "WSW",
+          "WindSpeed9am": "11.0",
+          "WindSpeed3pm": "15.0",
+          "Humidity9am": "77.0",
+          "Humidity3pm": "73.0",
+          "Pressure9am": "1005.4",
+          "Pressure3pm": "1007.2",
+          "Cloud9am": "6.0",
+          "Cloud3pm": "8.0",
+          "Temp9am": "19.0",
+          "Temp3pm": "20.8",
+          "RainToday": "No",
+          "RainTomorrow": "Yes"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_003.json

@@ -0,0 +1,109 @@
+{
+  "id": "003",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "Comparing these three weather snapshots is making my decision really difficult. Richmond’s conditions: min temperature 11.4, max 24.5, rainfall 0.0, the day’s strongest wind gust from the NNW at 31 km/h. At 9am, the wind direction was NNW with a speed of 20, and by 3pm it was WNW at 19. Humidity readings were 52 at 9am and 44 at 3pm, while pressure measured 1015.2 in the morning and 1013.6 in the afternoon. The afternoon cloud cover was 7, the 9am temperature was 20.3, the 3pm temperature 23.0, and there was no rain today. Albury’s report is starkly different: a minimum of 8.1, a maximum of 14.0, and a substantial 24.8 mm of rainfall. The strongest gust came from the west at 50 km/h, with 9am wind from the WNW at 28 km/h and 3pm wind directly from the west at 22. Humidity was very high at 91 and 86, pressure was 1004.5 then 1006.0, cloud coverage was at the maximum of 8 for both 9am and 3pm, temperatures were 10.9 and 11.0, and rain definitely occurred today. Watsonia’s data: min 13.5, max 23.8, rainfall 0.0, evaporation 6.2, sunshine 4.0 hours. The gust direction was north at 17 km/h, 9am wind was east at 6 km/h, 3pm wind was ENE at 7 km/h. Humidity was 69 then 58, pressure was 1019.5 then 1016.1, morning clouds were only 2 but afternoon clouds increased to 7, temperatures were 18.8 and 22.7, and today was dry. With all these details in mind, could you help me identify the single location where the chances of a dry tomorrow look strongest?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "Richmond",
+          "MinTemp": "11.4",
+          "MaxTemp": "24.5",
+          "Rainfall": "0.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "NNW",
+          "WindGustSpeed": "31.0",
+          "WindDir9am": "NNW",
+          "WindDir3pm": "WNW",
+          "WindSpeed9am": "20.0",
+          "WindSpeed3pm": "19.0",
+          "Humidity9am": "52.0",
+          "Humidity3pm": "44.0",
+          "Pressure9am": "1015.2",
+          "Pressure3pm": "1013.6",
+          "Cloud9am": null,
+          "Cloud3pm": "7.0",
+          "Temp9am": "20.3",
+          "Temp3pm": "23.0",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "Albury",
+          "MinTemp": "8.1",
+          "MaxTemp": "14.0",
+          "Rainfall": "24.8",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "W",
+          "WindGustSpeed": "50.0",
+          "WindDir9am": "WNW",
+          "WindDir3pm": "W",
+          "WindSpeed9am": "28.0",
+          "WindSpeed3pm": "22.0",
+          "Humidity9am": "91.0",
+          "Humidity3pm": "86.0",
+          "Pressure9am": "1004.5",
+          "Pressure3pm": "1006.0",
+          "Cloud9am": "8.0",
+          "Cloud3pm": "8.0",
+          "Temp9am": "10.9",
+          "Temp3pm": "11.0",
+          "RainToday": "Yes",
+          "RainTomorrow": "Yes"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Date": null,
+          "Location": "Watsonia",
+          "MinTemp": "13.5",
+          "MaxTemp": "23.8",
+          "Rainfall": "0.0",
+          "Evaporation": "6.2",
+          "Sunshine": "4.0",
+          "WindGustDir": "N",
+          "WindGustSpeed": "17.0",
+          "WindDir9am": "E",
+          "WindDir3pm": "ENE",
+          "WindSpeed9am": "6.0",
+          "WindSpeed3pm": "7.0",
+          "Humidity9am": "69.0",
+          "Humidity3pm": "58.0",
+          "Pressure9am": "1019.5",
+          "Pressure3pm": "1016.1",
+          "Cloud9am": "2.0",
+          "Cloud3pm": "7.0",
+          "Temp9am": "18.8",
+          "Temp3pm": "22.7",
+          "RainToday": "No",
+          "RainTomorrow": "Yes"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_004.json

@@ -0,0 +1,81 @@
+{
+  "id": "004",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "Planning this weekend's activities has me stumped. For Albany, the station shows a cool day starting at 6.8 degrees and reaching 20.4, with a dry 0.0 mm of rain, 2.0 mm evaporated under 8.5 sunny hours. The wind was northerly then north-northwesterly, light at 2.0 km/h picking up to 9.0, while humidity dropped from 80.0 to 37.0. Pressure was high, 1025.8 then 1023.7, clouds were sparse at 1.0 then zero, and the temps were 8.6 and 19.5. No rain today. Meanwhile, SydneyAirport was warm and wet, with a low of 21.5 and high of 26.8, and 3.4 mm of rain already fallen. Evaporation was 6.6 mm under just 0.8 hours of sun. A strong east gust hit 59.0 km/h, with east-northeast winds at 26.0 and 33.0 km/h. Humidity held at 70.0, pressure was lower at 1012.1 in the afternoon, thick 7.0 oktas cloud all day, and temps of 24.9 and 25.8. RainToday is a clear yes. I'm sharing my past weather logs for context. Between these, which location's data, when you check it against the old records, points toward a rainy day tomorrow?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "Albany",
+          "MinTemp": "6.8",
+          "MaxTemp": "20.4",
+          "Rainfall": "0.0",
+          "Evaporation": "2.0",
+          "Sunshine": "8.5",
+          "WindGustDir": null,
+          "WindGustSpeed": null,
+          "WindDir9am": "N",
+          "WindDir3pm": "NNW",
+          "WindSpeed9am": "2.0",
+          "WindSpeed3pm": "9.0",
+          "Humidity9am": "80.0",
+          "Humidity3pm": "37.0",
+          "Pressure9am": "1025.8",
+          "Pressure3pm": "1023.7",
+          "Cloud9am": "1.0",
+          "Cloud3pm": "0.0",
+          "Temp9am": "8.6",
+          "Temp3pm": "19.5",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "SydneyAirport",
+          "MinTemp": "21.5",
+          "MaxTemp": "26.8",
+          "Rainfall": "3.4",
+          "Evaporation": "6.6",
+          "Sunshine": "0.8",
+          "WindGustDir": "E",
+          "WindGustSpeed": "59.0",
+          "WindDir9am": "ENE",
+          "WindDir3pm": "ENE",
+          "WindSpeed9am": "26.0",
+          "WindSpeed3pm": "33.0",
+          "Humidity9am": "70.0",
+          "Humidity3pm": "70.0",
+          "Pressure9am": null,
+          "Pressure3pm": "1012.1",
+          "Cloud9am": "7.0",
+          "Cloud3pm": "7.0",
+          "Temp9am": "24.9",
+          "Temp3pm": "25.8",
+          "RainToday": "Yes",
+          "RainTomorrow": "Yes"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_005.json

@@ -0,0 +1,81 @@
+{
+  "id": "005",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "For Cairns, the log says min temp 18.4, max 29.3, rainfall 0.0, wind gust speed 33, wind direction in the morning SSE and afternoon NNE, wind speeds 13.0 and 20.0. Humidity started at 55.0 and ended at 59.0, pressure at 9am was 1016.0, cloud cover was 1.0 at both times, temperatures 26.4 and 27.4, with no rain today. For Nuriootpa, the entry has min 9.7, max 30.1, rainfall 0.0, wind gust direction NW and speed 52, morning wind direction NNW and speed 19.0, humidity 23.0 then 31.0, cloud 9am 2.0, temps 25.5 and 27.1, and also no rain today. I'm really torn on which area might get wet tomorrow. I sent you the historical archive—based on those past records, does either of these sets of conditions typically lead to rain the next day?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "Cairns",
+          "MinTemp": "18.4",
+          "MaxTemp": "29.3",
+          "Rainfall": "0.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": null,
+          "WindGustSpeed": "33.0",
+          "WindDir9am": "SSE",
+          "WindDir3pm": "NNE",
+          "WindSpeed9am": "13.0",
+          "WindSpeed3pm": "20.0",
+          "Humidity9am": "55.0",
+          "Humidity3pm": "59.0",
+          "Pressure9am": "1016.0",
+          "Pressure3pm": null,
+          "Cloud9am": "1.0",
+          "Cloud3pm": "1.0",
+          "Temp9am": "26.4",
+          "Temp3pm": "27.4",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "Nuriootpa",
+          "MinTemp": "9.7",
+          "MaxTemp": "30.1",
+          "Rainfall": "0.0",
+          "Evaporation": null,
+          "Sunshine": null,
+          "WindGustDir": "NW",
+          "WindGustSpeed": "52.0",
+          "WindDir9am": "NNW",
+          "WindDir3pm": null,
+          "WindSpeed9am": "19.0",
+          "WindSpeed3pm": null,
+          "Humidity9am": "23.0",
+          "Humidity3pm": "31.0",
+          "Pressure9am": null,
+          "Pressure3pm": null,
+          "Cloud9am": "2.0",
+          "Cloud3pm": null,
+          "Temp9am": "25.5",
+          "Temp3pm": "27.1",
+          "RainToday": "No",
+          "RainTomorrow": "Yes"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/Rain_in_Australia_B2_006.json

@@ -0,0 +1,109 @@
+{
+  "id": "006",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Rain_in_Australia",
+  "table_path": "kaggle/Rain_in_Australia",
+  "query": "I'm looking at three different weather reports for tomorrow and I'm trying to figure out if it's going to rain anywhere. The first is for AliceSprings, where the low is 16.9 and the high is 36.9 degrees, with zero rainfall recorded today. Their evaporation was 15.6, the strongest wind was from the SSE at 39 km/h, and winds at 9am were from the ESE at 24 km/h, shifting to SE at 19 km/h by 3pm. The humidity is incredibly low at 10 percent in the morning and 8 in the afternoon. Pressure is at 1016.2 in the morning, dropping to 1011.7, the sky is completely clear with cloud cover at 0.0 for both readings, and temperatures were 28.9 at 9am rising to 35.3. It did not rain there today. The second is from Mildura, with a low of 17.9 and a high of 21.8, also with no rainfall. Evaporation is 9.4, the gust came from the NNW at a strong 57 km/h, morning wind was SW at 19 km/h, and afternoon wind was WNW at 24. Humidity is higher there, at 37 and 28 percent. Pressure is lower too, starting at 1003.7 and falling to 1002.2. The sky is totally overcast with an 8.0 cloud reading all day, a morning temp of 18.9 and an afternoon of 21.0, and again, no rain today. The last is SydneyAirport, with a chilly low of 7.7 and a high of 20.0, also dry. Evaporation is 4.0, they enjoyed 10.4 hours of sunshine, the gust was WNW at 43 km/h, wind direction changed from NW at 13 km/h in the morning to NNE at 20 km/h later. Humidity readings are 47 and 39 percent. Pressure was 1017.9, falling to 1011.8, cloud cover went from 5.0 in the morning to 1.0 in the afternoon, temperatures were 14.5 and 18.4, and no rain today either. I've uploaded our past of Australian weather logs for you to check the patterns. Looking at the trends in the file I sent, does any one of these three situations seem most likely to lead to a 'Yes' for rain tomorrow?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "Date": null,
+          "Location": "AliceSprings",
+          "MinTemp": "16.9",
+          "MaxTemp": "36.9",
+          "Rainfall": "0.0",
+          "Evaporation": "15.6",
+          "Sunshine": null,
+          "WindGustDir": "SSE",
+          "WindGustSpeed": "39.0",
+          "WindDir9am": "ESE",
+          "WindDir3pm": "SE",
+          "WindSpeed9am": "24.0",
+          "WindSpeed3pm": "19.0",
+          "Humidity9am": "10.0",
+          "Humidity3pm": "8.0",
+          "Pressure9am": "1016.2",
+          "Pressure3pm": "1011.7",
+          "Cloud9am": "0.0",
+          "Cloud3pm": "0.0",
+          "Temp9am": "28.9",
+          "Temp3pm": "35.3",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "Date": null,
+          "Location": "Mildura",
+          "MinTemp": "17.9",
+          "MaxTemp": "21.8",
+          "Rainfall": "0.0",
+          "Evaporation": "9.4",
+          "Sunshine": null,
+          "WindGustDir": "NNW",
+          "WindGustSpeed": "57.0",
+          "WindDir9am": "SW",
+          "WindDir3pm": "WNW",
+          "WindSpeed9am": "19.0",
+          "WindSpeed3pm": "24.0",
+          "Humidity9am": "37.0",
+          "Humidity3pm": "28.0",
+          "Pressure9am": "1003.7",
+          "Pressure3pm": "1002.2",
+          "Cloud9am": "8.0",
+          "Cloud3pm": "8.0",
+          "Temp9am": "18.9",
+          "Temp3pm": "21.0",
+          "RainToday": "No",
+          "RainTomorrow": "No"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "Date": null,
+          "Location": "SydneyAirport",
+          "MinTemp": "7.7",
+          "MaxTemp": "20.0",
+          "Rainfall": "0.0",
+          "Evaporation": "4.0",
+          "Sunshine": "10.4",
+          "WindGustDir": "WNW",
+          "WindGustSpeed": "43.0",
+          "WindDir9am": "NW",
+          "WindDir3pm": "NNE",
+          "WindSpeed9am": "13.0",
+          "WindSpeed3pm": "20.0",
+          "Humidity9am": "47.0",
+          "Humidity3pm": "39.0",
+          "Pressure9am": "1017.9",
+          "Pressure3pm": "1011.8",
+          "Cloud9am": "5.0",
+          "Cloud3pm": "1.0",
+          "Temp9am": "14.5",
+          "Temp3pm": "18.4",
+          "RainToday": "No",
+          "RainTomorrow": "Yes"
+        }
+      }
+    ],
+    "target_column": "RainTomorrow",
+    "task_sub_type": "classification",
+    "final_decision": "003",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/classification/Rain_in_Australia_B2/current.csv

@@ -0,0 +1,16 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2010-09-06,MountGinini,-2.1,0.4,2.2,,,WSW,46.0,W,W,20.0,20.0,91.0,87.0,,,,,-0.8,0.1,Yes,Yes
+2016-12-29,Adelaide,17.2,30.8,3.0,,,SSW,37.0,N,WNW,7.0,17.0,51.0,26.0,1004.2,1003.0,,,22.9,30.7,Yes,No
+2009-04-26,Launceston,7.5,11.6,19.0,,,NNW,33.0,NNE,SSE,13.0,17.0,89.0,91.0,985.0,980.2,,,8.2,8.2,Yes,Yes
+2009-03-06,SalmonGums,7.5,27.7,0.0,,,S,46.0,NNW,S,13.0,24.0,71.0,39.0,,,,,18.6,25.6,No,No
+2017-01-01,Watsonia,16.1,22.0,0.0,8.4,2.6,WSW,37.0,SSE,WSW,11.0,15.0,77.0,73.0,1005.4,1007.2,6.0,8.0,19.0,20.8,No,Yes
+2014-05-24,Richmond,11.4,24.5,0.0,,,NNW,31.0,NNW,WNW,20.0,19.0,52.0,44.0,1015.2,1013.6,,7.0,20.3,23.0,No,No
+2010-09-10,Albury,8.1,14.0,24.8,,,W,50.0,WNW,W,28.0,22.0,91.0,86.0,1004.5,1006.0,8.0,8.0,10.9,11.0,Yes,Yes
+2011-11-25,Watsonia,13.5,23.8,0.0,6.2,4.0,N,17.0,E,ENE,6.0,7.0,69.0,58.0,1019.5,1016.1,2.0,7.0,18.8,22.7,No,Yes
+2012-07-04,Albany,6.8,20.4,0.0,2.0,8.5,,,N,NNW,2.0,9.0,80.0,37.0,1025.8,1023.7,1.0,0.0,8.6,19.5,No,No
+2011-01-11,SydneyAirport,21.5,26.8,3.4,6.6,0.8,E,59.0,ENE,ENE,26.0,33.0,70.0,70.0,,1012.1,7.0,7.0,24.9,25.8,Yes,Yes
+2014-10-27,Cairns,18.4,29.3,0.0,9.2,11.6,NE,33.0,SSE,NNE,13.0,20.0,55.0,59.0,1016.0,1012.2,1.0,1.0,26.4,27.4,No,No
+2017-04-08,Nuriootpa,9.7,30.1,0.0,7.2,10.5,NW,52.0,NNW,W,19.0,24.0,23.0,31.0,1016.5,1012.8,2.0,,25.5,27.1,No,Yes
+2015-11-23,AliceSprings,16.9,36.9,0.0,15.6,,SSE,39.0,ESE,SE,24.0,19.0,10.0,8.0,1016.2,1011.7,0.0,0.0,28.9,35.3,No,No
+2012-09-28,Mildura,17.9,21.8,0.0,9.4,,NNW,57.0,SW,WNW,19.0,24.0,37.0,28.0,1003.7,1002.2,8.0,8.0,18.9,21.0,No,No
+2015-09-02,SydneyAirport,7.7,20.0,0.0,4.0,10.4,WNW,43.0,NW,NNE,13.0,20.0,47.0,39.0,1017.9,1011.8,5.0,1.0,14.5,18.4,No,Yes

decision_making/daily/classification/Rain_in_Australia_B2/info.json

@@ -0,0 +1,223 @@
+{
+    "name": "Rain in Australia",
+    "source": "https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package/data",
+    "data_intro": "This dataset comprises about 10 years of daily weather observations from numerous locations across Australia.",
+    "is_splited": false,
+    "overall_size": 145460,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 7,
+    "n_classes": 16,
+    "cat_feature_intro": {
+        "Date": "The date of observation.",
+        "Location": "The location of the weather station.",
+        "WindGustDir": "The direction of the strongest wind gust in the 24 hours to midnight.",
+        "WindDir9am": "Direction of the wind at 9am.",
+        "WindDir3pm": "Direction of the wind at 3pm.",
+        "RainToday": "Whether it rained today (Yes or No).",
+        "RainTomorrow": "**RainTomorrow is the target variable to predict. It answers the crucial question: will it rain the next day? (Yes or No).**"
+    },
+    "num_feature_intro": {
+        "MinTemp": "The minimum temperature in degrees Celsius.",
+        "MaxTemp": "The maximum temperature in degrees Celsius.",
+        "Rainfall": "The amount of rainfall recorded for the day in mm.",
+        "Evaporation": "Class A pan evaporation (mm) in the 24 hours to 9am.",
+        "Sunshine": "Number of hours of bright sunshine in the day.",
+        "WindGustSpeed": "Speed of the strongest wind gust in km/h.",
+        "WindSpeed9am": "Wind speed in km/h at 9am.",
+        "WindSpeed3pm": "Wind speed in km/h at 3pm.",
+        "Humidity9am": "Humidity (percent) at 9am.",
+        "Humidity3pm": "Humidity (percent) at 3pm.",
+        "Pressure9am": "Atmospheric pressure (hpa) reduced to mean sea level at 9am.",
+        "Pressure3pm": "Atmospheric pressure (hpa) reduced to mean sea level at 3pm.",
+        "Cloud9am": "Fraction of sky obscured by cloud at 9am (in oktas: 0-8).",
+        "Cloud3pm": "Fraction of sky obscured by cloud at 3pm (in oktas: 0-8).",
+        "Temp9am": "Temperature (degrees Celsius) at 9am.",
+        "Temp3pm": "Temperature (degrees Celsius) at 3pm."
+    },
+    "evaluation_metric": null,
+    "task_type": "classification",
+    "target": "RainTomorrow",
+    "num_feature_value": {
+        "Cloud3pm": [
+            0.0,
+            9.0
+        ],
+        "Cloud9am": [
+            0.0,
+            9.0
+        ],
+        "Evaporation": [
+            0.0,
+            145.0
+        ],
+        "Humidity3pm": [
+            0.0,
+            100.0
+        ],
+        "Humidity9am": [
+            0.0,
+            100.0
+        ],
+        "MaxTemp": [
+            -4.8,
+            48.1
+        ],
+        "MinTemp": [
+            -8.5,
+            33.9
+        ],
+        "Pressure3pm": [
+            977.1,
+            1039.6
+        ],
+        "Pressure9am": [
+            980.5,
+            1041.0
+        ],
+        "Rainfall": [
+            0.0,
+            371.0
+        ],
+        "Sunshine": [
+            0.0,
+            14.5
+        ],
+        "Temp3pm": [
+            -5.4,
+            46.7
+        ],
+        "Temp9am": [
+            -7.2,
+            40.2
+        ],
+        "WindGustSpeed": [
+            6.0,
+            135.0
+        ],
+        "WindSpeed3pm": [
+            0.0,
+            87.0
+        ],
+        "WindSpeed9am": [
+            0.0,
+            130.0
+        ]
+    },
+    "cat_feature_value": {
+        "Date": "string",
+        "Location": [
+            "Adelaide",
+            "Albany",
+            "Albury",
+            "AliceSprings",
+            "BadgerysCreek",
+            "Ballarat",
+            "Bendigo",
+            "Brisbane",
+            "Cairns",
+            "Canberra",
+            "Cobar",
+            "CoffsHarbour",
+            "Dartmoor",
+            "Darwin",
+            "GoldCoast",
+            "Hobart",
+            "Katherine",
+            "Launceston",
+            "Melbourne",
+            "MelbourneAirport",
+            "Mildura",
+            "Moree",
+            "MountGambier",
+            "MountGinini",
+            "Newcastle",
+            "Nhil",
+            "NorahHead",
+            "NorfolkIsland",
+            "Nuriootpa",
+            "PearceRAAF",
+            "Penrith",
+            "Perth",
+            "PerthAirport",
+            "Portland",
+            "Richmond",
+            "Sale",
+            "SalmonGums",
+            "Sydney",
+            "SydneyAirport",
+            "Townsville",
+            "Tuggeranong",
+            "Uluru",
+            "WaggaWagga",
+            "Walpole",
+            "Watsonia",
+            "Williamtown",
+            "Witchcliffe",
+            "Wollongong",
+            "Woomera"
+        ],
+        "RainToday": [
+            "No",
+            "Yes"
+        ],
+        "RainTomorrow": [
+            "No",
+            "Yes"
+        ],
+        "WindDir3pm": [
+            "E",
+            "ENE",
+            "ESE",
+            "N",
+            "NE",
+            "NNE",
+            "NNW",
+            "NW",
+            "S",
+            "SE",
+            "SSE",
+            "SSW",
+            "SW",
+            "W",
+            "WNW",
+            "WSW"
+        ],
+        "WindDir9am": [
+            "E",
+            "ENE",
+            "ESE",
+            "N",
+            "NE",
+            "NNE",
+            "NNW",
+            "NW",
+            "S",
+            "SE",
+            "SSE",
+            "SSW",
+            "SW",
+            "W",
+            "WNW",
+            "WSW"
+        ],
+        "WindGustDir": [
+            "E",
+            "ENE",
+            "ESE",
+            "N",
+            "NE",
+            "NNE",
+            "NNW",
+            "NW",
+            "S",
+            "SE",
+            "SSE",
+            "SSW",
+            "SW",
+            "W",
+            "WNW",
+            "WSW"
+        ]
+    }
+}

decision_making/daily/classification/Rain_in_Australia_B2/info_mod.json

@@ -0,0 +1,296 @@
+{
+  "name": "Rain in Australia",
+  "source": "https://www.kaggle.com/datasets/jsphyg/weather-dataset-rattle-package/data",
+  "data_intro": "This dataset comprises about 10 years of daily weather observations from numerous locations across Australia.",
+  "is_splited": false,
+  "overall_size": 145460,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 7,
+  "n_classes": 16,
+  "cat_feature_intro": {
+    "Location": "The location of the weather station.",
+    "WindGustDir": "The direction of the strongest wind gust in the 24 hours to midnight.",
+    "WindDir9am": "Direction of the wind at 9am.",
+    "WindDir3pm": "Direction of the wind at 3pm.",
+    "RainToday": "Whether it rained today (Yes or No)."
+  },
+  "num_feature_intro": {
+    "MinTemp": "The minimum temperature in degrees Celsius.",
+    "MaxTemp": "The maximum temperature in degrees Celsius.",
+    "Rainfall": "The amount of rainfall recorded for the day in mm.",
+    "Evaporation": "Class A pan evaporation (mm) in the 24 hours to 9am.",
+    "Sunshine": "Number of hours of bright sunshine in the day.",
+    "WindGustSpeed": "Speed of the strongest wind gust in km/h.",
+    "WindSpeed9am": "Wind speed in km/h at 9am.",
+    "WindSpeed3pm": "Wind speed in km/h at 3pm.",
+    "Humidity9am": "Humidity (percent) at 9am.",
+    "Humidity3pm": "Humidity (percent) at 3pm.",
+    "Pressure9am": "Atmospheric pressure (hpa) reduced to mean sea level at 9am.",
+    "Pressure3pm": "Atmospheric pressure (hpa) reduced to mean sea level at 3pm.",
+    "Cloud9am": "Fraction of sky obscured by cloud at 9am (in oktas: 0-8).",
+    "Cloud3pm": "Fraction of sky obscured by cloud at 3pm (in oktas: 0-8).",
+    "Temp9am": "Temperature (degrees Celsius) at 9am.",
+    "Temp3pm": "Temperature (degrees Celsius) at 3pm."
+  },
+  "evaluation_metric": null,
+  "task_type": "classification",
+  "target": "RainTomorrow",
+  "num_feature_value": {
+    "MinTemp": [
+      -8.5,
+      33.9
+    ],
+    "MaxTemp": [
+      -4.8,
+      48.1
+    ],
+    "Rainfall": [
+      0.0,
+      371.0
+    ],
+    "Evaporation": [
+      0.0,
+      145.0
+    ],
+    "Sunshine": [
+      0.0,
+      14.5
+    ],
+    "WindGustSpeed": [
+      6.0,
+      135.0
+    ],
+    "WindSpeed9am": [
+      0.0,
+      130.0
+    ],
+    "WindSpeed3pm": [
+      0.0,
+      87.0
+    ],
+    "Humidity9am": [
+      0.0,
+      100.0
+    ],
+    "Humidity3pm": [
+      0.0,
+      100.0
+    ],
+    "Pressure9am": [
+      980.5,
+      1041.0
+    ],
+    "Pressure3pm": [
+      977.1,
+      1039.6
+    ],
+    "Cloud9am": [
+      0.0,
+      9.0
+    ],
+    "Cloud3pm": [
+      0.0,
+      9.0
+    ],
+    "Temp9am": [
+      -7.2,
+      40.2
+    ],
+    "Temp3pm": [
+      -5.4,
+      46.7
+    ]
+  },
+  "cat_feature_value": {
+    "Location": [
+      "Adelaide",
+      "Albany",
+      "Albury",
+      "AliceSprings",
+      "BadgerysCreek",
+      "Ballarat",
+      "Bendigo",
+      "Brisbane",
+      "Cairns",
+      "Canberra",
+      "Cobar",
+      "CoffsHarbour",
+      "Dartmoor",
+      "Darwin",
+      "GoldCoast",
+      "Hobart",
+      "Katherine",
+      "Launceston",
+      "Melbourne",
+      "MelbourneAirport",
+      "Mildura",
+      "Moree",
+      "MountGambier",
+      "MountGinini",
+      "Newcastle",
+      "Nhil",
+      "NorahHead",
+      "NorfolkIsland",
+      "Nuriootpa",
+      "PearceRAAF",
+      "Penrith",
+      "Perth",
+      "PerthAirport",
+      "Portland",
+      "Richmond",
+      "Sale",
+      "SalmonGums",
+      "Sydney",
+      "SydneyAirport",
+      "Townsville",
+      "Tuggeranong",
+      "Uluru",
+      "WaggaWagga",
+      "Walpole",
+      "Watsonia",
+      "Williamtown",
+      "Witchcliffe",
+      "Wollongong",
+      "Woomera"
+    ],
+    "WindGustDir": [
+      "E",
+      "ENE",
+      "ESE",
+      "N",
+      "NE",
+      "NNE",
+      "NNW",
+      "NW",
+      "S",
+      "SE",
+      "SSE",
+      "SSW",
+      "SW",
+      "W",
+      "WNW",
+      "WSW"
+    ],
+    "WindDir9am": [
+      "E",
+      "ENE",
+      "ESE",
+      "N",
+      "NE",
+      "NNE",
+      "NNW",
+      "NW",
+      "S",
+      "SE",
+      "SSE",
+      "SSW",
+      "SW",
+      "W",
+      "WNW",
+      "WSW"
+    ],
+    "WindDir3pm": [
+      "E",
+      "ENE",
+      "ESE",
+      "N",
+      "NE",
+      "NNE",
+      "NNW",
+      "NW",
+      "S",
+      "SE",
+      "SSE",
+      "SSW",
+      "SW",
+      "W",
+      "WNW",
+      "WSW"
+    ],
+    "RainToday": [
+      "No",
+      "Yes"
+    ]
+  },
+  "columns": [
+    "Date",
+    "Location",
+    "MinTemp",
+    "MaxTemp",
+    "Rainfall",
+    "Evaporation",
+    "Sunshine",
+    "WindGustDir",
+    "WindGustSpeed",
+    "WindDir9am",
+    "WindDir3pm",
+    "WindSpeed9am",
+    "WindSpeed3pm",
+    "Humidity9am",
+    "Humidity3pm",
+    "Pressure9am",
+    "Pressure3pm",
+    "Cloud9am",
+    "Cloud3pm",
+    "Temp9am",
+    "Temp3pm",
+    "RainToday",
+    "RainTomorrow"
+  ],
+  "feature_columns": [
+    "Date",
+    "Location",
+    "MinTemp",
+    "MaxTemp",
+    "Rainfall",
+    "Evaporation",
+    "Sunshine",
+    "WindGustDir",
+    "WindGustSpeed",
+    "WindDir9am",
+    "WindDir3pm",
+    "WindSpeed9am",
+    "WindSpeed3pm",
+    "Humidity9am",
+    "Humidity3pm",
+    "Pressure9am",
+    "Pressure3pm",
+    "Cloud9am",
+    "Cloud3pm",
+    "Temp9am",
+    "Temp3pm",
+    "RainToday"
+  ],
+  "feature_types": {
+    "Date": "open_text",
+    "Location": "categorical",
+    "MinTemp": "numeric",
+    "MaxTemp": "numeric",
+    "Rainfall": "numeric",
+    "Evaporation": "numeric",
+    "Sunshine": "numeric",
+    "WindGustDir": "categorical",
+    "WindGustSpeed": "numeric",
+    "WindDir9am": "categorical",
+    "WindDir3pm": "categorical",
+    "WindSpeed9am": "numeric",
+    "WindSpeed3pm": "numeric",
+    "Humidity9am": "numeric",
+    "Humidity3pm": "numeric",
+    "Pressure9am": "numeric",
+    "Pressure3pm": "numeric",
+    "Cloud9am": "numeric",
+    "Cloud3pm": "numeric",
+    "Temp9am": "numeric",
+    "Temp3pm": "numeric",
+    "RainToday": "categorical"
+  },
+  "open_text_feature_intro": {
+    "Date": "The date of observation."
+  },
+  "open_text_features": [
+    "Date"
+  ],
+  "missing_from_original_info": []
+}

decision_making/daily/classification/Rain_in_Australia_B2/test.csv

@@ -0,0 +1,16 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2010-09-06,MountGinini,-2.1,0.4,2.2,,,WSW,46.0,W,W,20.0,20.0,91.0,87.0,,,,,-0.8,0.1,Yes,Yes
+2016-12-29,Adelaide,17.2,30.8,3.0,,,SSW,37.0,N,WNW,7.0,17.0,51.0,26.0,1004.2,1003.0,,,22.9,30.7,Yes,No
+2009-04-26,Launceston,7.5,11.6,19.0,,,NNW,33.0,NNE,SSE,13.0,17.0,89.0,91.0,985.0,980.2,,,8.2,8.2,Yes,Yes
+2009-03-06,SalmonGums,7.5,27.7,0.0,,,S,46.0,NNW,S,13.0,24.0,71.0,39.0,,,,,18.6,25.6,No,No
+2017-01-01,Watsonia,16.1,22.0,0.0,8.4,2.6,WSW,37.0,SSE,WSW,11.0,15.0,77.0,73.0,1005.4,1007.2,6.0,8.0,19.0,20.8,No,Yes
+2014-05-24,Richmond,11.4,24.5,0.0,,,NNW,31.0,NNW,WNW,20.0,19.0,52.0,44.0,1015.2,1013.6,,7.0,20.3,23.0,No,No
+2010-09-10,Albury,8.1,14.0,24.8,,,W,50.0,WNW,W,28.0,22.0,91.0,86.0,1004.5,1006.0,8.0,8.0,10.9,11.0,Yes,Yes
+2011-11-25,Watsonia,13.5,23.8,0.0,6.2,4.0,N,17.0,E,ENE,6.0,7.0,69.0,58.0,1019.5,1016.1,2.0,7.0,18.8,22.7,No,Yes
+2012-07-04,Albany,6.8,20.4,0.0,2.0,8.5,,,N,NNW,2.0,9.0,80.0,37.0,1025.8,1023.7,1.0,0.0,8.6,19.5,No,No
+2011-01-11,SydneyAirport,21.5,26.8,3.4,6.6,0.8,E,59.0,ENE,ENE,26.0,33.0,70.0,70.0,,1012.1,7.0,7.0,24.9,25.8,Yes,Yes
+2014-10-27,Cairns,18.4,29.3,0.0,9.2,11.6,NE,33.0,SSE,NNE,13.0,20.0,55.0,59.0,1016.0,1012.2,1.0,1.0,26.4,27.4,No,No
+2017-04-08,Nuriootpa,9.7,30.1,0.0,7.2,10.5,NW,52.0,NNW,W,19.0,24.0,23.0,31.0,1016.5,1012.8,2.0,,25.5,27.1,No,Yes
+2015-11-23,AliceSprings,16.9,36.9,0.0,15.6,,SSE,39.0,ESE,SE,24.0,19.0,10.0,8.0,1016.2,1011.7,0.0,0.0,28.9,35.3,No,No
+2012-09-28,Mildura,17.9,21.8,0.0,9.4,,NNW,57.0,SW,WNW,19.0,24.0,37.0,28.0,1003.7,1002.2,8.0,8.0,18.9,21.0,No,No
+2015-09-02,SydneyAirport,7.7,20.0,0.0,4.0,10.4,WNW,43.0,NW,NNE,13.0,20.0,47.0,39.0,1017.9,1011.8,5.0,1.0,14.5,18.4,No,Yes

decision_making/daily/classification/Rain_in_Australia_B2/test_001.csv

@@ -0,0 +1,3 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2010-09-06,MountGinini,-2.1,0.4,2.2,,,WSW,46.0,W,W,20.0,20.0,91.0,87.0,,,,,-0.8,0.1,Yes,Yes
+2016-12-29,Adelaide,17.2,30.8,3.0,,,SSW,37.0,N,WNW,7.0,17.0,51.0,26.0,1004.2,1003.0,,,22.9,30.7,Yes,No

decision_making/daily/classification/Rain_in_Australia_B2/test_002.csv

@@ -0,0 +1,4 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2009-04-26,Launceston,7.5,11.6,19.0,,,NNW,33.0,NNE,SSE,13.0,17.0,89.0,91.0,985.0,980.2,,,8.2,8.2,Yes,Yes
+2009-03-06,SalmonGums,7.5,27.7,0.0,,,S,46.0,NNW,S,13.0,24.0,71.0,39.0,,,,,18.6,25.6,No,No
+2017-01-01,Watsonia,16.1,22.0,0.0,8.4,2.6,WSW,37.0,SSE,WSW,11.0,15.0,77.0,73.0,1005.4,1007.2,6.0,8.0,19.0,20.8,No,Yes

decision_making/daily/classification/Rain_in_Australia_B2/test_003.csv

@@ -0,0 +1,4 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2014-05-24,Richmond,11.4,24.5,0.0,,,NNW,31.0,NNW,WNW,20.0,19.0,52.0,44.0,1015.2,1013.6,,7.0,20.3,23.0,No,No
+2010-09-10,Albury,8.1,14.0,24.8,,,W,50.0,WNW,W,28.0,22.0,91.0,86.0,1004.5,1006.0,8.0,8.0,10.9,11.0,Yes,Yes
+2011-11-25,Watsonia,13.5,23.8,0.0,6.2,4.0,N,17.0,E,ENE,6.0,7.0,69.0,58.0,1019.5,1016.1,2.0,7.0,18.8,22.7,No,Yes

decision_making/daily/classification/Rain_in_Australia_B2/test_004.csv

@@ -0,0 +1,3 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2012-07-04,Albany,6.8,20.4,0.0,2.0,8.5,,,N,NNW,2.0,9.0,80.0,37.0,1025.8,1023.7,1.0,0.0,8.6,19.5,No,No
+2011-01-11,SydneyAirport,21.5,26.8,3.4,6.6,0.8,E,59.0,ENE,ENE,26.0,33.0,70.0,70.0,,1012.1,7.0,7.0,24.9,25.8,Yes,Yes

decision_making/daily/classification/Rain_in_Australia_B2/test_005.csv

@@ -0,0 +1,3 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2014-10-27,Cairns,18.4,29.3,0.0,9.2,11.6,NE,33.0,SSE,NNE,13.0,20.0,55.0,59.0,1016.0,1012.2,1.0,1.0,26.4,27.4,No,No
+2017-04-08,Nuriootpa,9.7,30.1,0.0,7.2,10.5,NW,52.0,NNW,W,19.0,24.0,23.0,31.0,1016.5,1012.8,2.0,,25.5,27.1,No,Yes

decision_making/daily/classification/Rain_in_Australia_B2/test_006.csv

@@ -0,0 +1,4 @@
+Date,Location,MinTemp,MaxTemp,Rainfall,Evaporation,Sunshine,WindGustDir,WindGustSpeed,WindDir9am,WindDir3pm,WindSpeed9am,WindSpeed3pm,Humidity9am,Humidity3pm,Pressure9am,Pressure3pm,Cloud9am,Cloud3pm,Temp9am,Temp3pm,RainToday,RainTomorrow
+2015-11-23,AliceSprings,16.9,36.9,0.0,15.6,,SSE,39.0,ESE,SE,24.0,19.0,10.0,8.0,1016.2,1011.7,0.0,0.0,28.9,35.3,No,No
+2012-09-28,Mildura,17.9,21.8,0.0,9.4,,NNW,57.0,SW,WNW,19.0,24.0,37.0,28.0,1003.7,1002.2,8.0,8.0,18.9,21.0,No,No
+2015-09-02,SydneyAirport,7.7,20.0,0.0,4.0,10.4,WNW,43.0,NW,NNE,13.0,20.0,47.0,39.0,1017.9,1011.8,5.0,1.0,14.5,18.4,No,Yes

decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_001.json

@@ -0,0 +1,127 @@
+{
+  "id": "001",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "user",
+  "dataset_name": "Gun_Violence_Data",
+  "table_path": "kaggle/Gun_Violence_Data",
+  "query": "I'm looking at three separate gun violence incident reports that need to be reviewed. The first one is from Oregon, with the unique identifier 423223. This incident involved 9 people getting injured, and the record shows that all the URL fields are complete, nothing's missing. It took place in congressional district 4, at the coordinates latitude 43.2628 and longitude -123.28. They noted that 6 guns were involved, and it happened in state house district 7 and state senate district 4. Now, the second record is completely different. This one is from South Carolina, incident ID 359830. Here, no one was reported as injured. Its URL fields are also fully intact. It's located in congressional district 1, at latitude 32.7876 and longitude -79.9332. Only 1 gun was involved here, and the state districts are house district 111 and senate district 42. Lastly, the third file is for the District of Columbia, ID 480366. In this case, 3 people were injured, and again, no fields are missing from the URL. It's in congressional district 1, positioned at latitude 38.873, longitude -76.9977, and they recorded 2 guns being involved. Given all this, I need to figure out which of these three incidents likely resulted in the most fatalities.",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": "423223",
+          "date": null,
+          "state": "Oregon",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "10",
+          "n_injured": "9",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "4.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "43.2628",
+          "location_description": null,
+          "longitude": "-123.28",
+          "n_guns_involved": "6.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "7.0",
+          "state_senate_district": "4.0"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": "359830",
+          "date": null,
+          "state": "South Carolina",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "9",
+          "n_injured": "0",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "1.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "32.7876",
+          "location_description": null,
+          "longitude": "-79.9332",
+          "n_guns_involved": "1.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "111.0",
+          "state_senate_district": "42.0"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": "480366",
+          "date": null,
+          "state": "District of Columbia",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "11",
+          "n_injured": "3",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "1.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "38.873",
+          "location_description": null,
+          "longitude": "-76.9977",
+          "n_guns_involved": "2.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": null,
+          "state_senate_district": null
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "final_decision": "003",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_005.json

@@ -0,0 +1,127 @@
+{
+  "id": "005",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Gun_Violence_Data",
+  "table_path": "kaggle/Gun_Violence_Data",
+  "query": "Pulling up our old logs for context, these are the fresh incidents that just came in. Incident 298122 from Missouri shows 1 injury, a complete data URL, and is situated in the 8th congressional district. Its geographical pinpoint is 37.1956 by -91.9012. They logged 1 gun involved, and the state legislative districts are 142 and 33. Then we have Florida's incident 491265, reporting 0 injuries and full URL data. It's in the 25th congressional district, positioned at 25.864, -80.3122. A single gun was involved here, within state house district 110 and state senate district 38. Finally, Texas gives us incident 341622 with a significant 18 injuries and complete URL info. This one is in congressional district 17, located at 31.5039, -97.129, and belongs to state senate district 22. To align with our regression target for the minimum fatalities, which record seems most promising?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": "298122",
+          "date": null,
+          "state": "Missouri",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "8",
+          "n_injured": "1",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "8.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "37.1956",
+          "location_description": null,
+          "longitude": "-91.9012",
+          "n_guns_involved": "1.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "142.0",
+          "state_senate_district": "33.0"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": "491265",
+          "date": null,
+          "state": "Florida",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "7",
+          "n_injured": "0",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "25.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "25.864",
+          "location_description": null,
+          "longitude": "-80.3122",
+          "n_guns_involved": "1.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "110.0",
+          "state_senate_district": "38.0"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": "341622",
+          "date": null,
+          "state": "Texas",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "9",
+          "n_injured": "18",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "17.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "31.5039",
+          "location_description": null,
+          "longitude": "-97.129",
+          "n_guns_involved": null,
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": null,
+          "state_senate_district": "22.0"
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/regression/Gun_Violence_Data_B2/Gun_Violence_Data_B2_006.json

@@ -0,0 +1,127 @@
+{
+  "id": "006",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Gun_Violence_Data",
+  "table_path": "kaggle/Gun_Violence_Data",
+  "query": "I'm looking at three new gun violence incident records that just came in, and I want to see how they stack up against our historical data. The first one, case ID 853756, happened in Mississippi. It resulted in 1 person injured, and thankfully, no fields are missing from its source URL. Geographically, it's pinpointed at latitude 31.4109 and longitude -90.4609, which falls within congressional district 3, state house district 53, and state senate district 39. They reported 1 gun involved. The second record, ID 456893, is from California. This was a more severe incident with 19 people injured, also with a complete URL. Its coordinates are 34.0758, -117.277, placing it in congressional district 31, state house district 40, and state senate district 23. Here, 4 guns were involved. The third, ID 930569, occurred in Texas, with 1 person injured and a complete URL. Its location is 33.056, -96.7261, in congressional district 3, state house district 67, and state senate district 8. A single gun was involved there. Given our task is to find the incident with the highest predicted number of fatalities, which of these three new cases seems most concerning based on the patterns in our old logs?",
+  "meta_info": {
+    "domain": "daily"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "incident_id": "853756",
+          "date": null,
+          "state": "Mississippi",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "8",
+          "n_injured": "1",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "3.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "31.4109",
+          "location_description": null,
+          "longitude": "-90.4609",
+          "n_guns_involved": "1.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "53.0",
+          "state_senate_district": "39.0"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "incident_id": "456893",
+          "date": null,
+          "state": "California",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "16",
+          "n_injured": "19",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "31.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "34.0758",
+          "location_description": null,
+          "longitude": "-117.277",
+          "n_guns_involved": "4.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "40.0",
+          "state_senate_district": "23.0"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "incident_id": "930569",
+          "date": null,
+          "state": "Texas",
+          "city_or_county": null,
+          "address": null,
+          "n_killed": "9",
+          "n_injured": "1",
+          "incident_url": null,
+          "source_url": null,
+          "incident_url_fields_missing": "False",
+          "congressional_district": "3.0",
+          "gun_stolen": null,
+          "gun_type": null,
+          "incident_characteristics": null,
+          "latitude": "33.056",
+          "location_description": null,
+          "longitude": "-96.7261",
+          "n_guns_involved": "1.0",
+          "notes": null,
+          "participant_age": null,
+          "participant_age_group": null,
+          "participant_gender": null,
+          "participant_name": null,
+          "participant_relationship": null,
+          "participant_status": null,
+          "participant_type": null,
+          "sources": null,
+          "state_house_district": "67.0",
+          "state_senate_district": "8.0"
+        }
+      }
+    ],
+    "target_column": "n_killed",
+    "task_sub_type": "regression",
+    "final_decision": "002",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}

decision_making/daily/regression/Gun_Violence_Data_B2/info.json

@@ -0,0 +1,159 @@
+{
+    "name": "Gun Violence Data",
+    "source": "https://www.kaggle.com/datasets/jameslko/gun-violence-data/data",
+    "data_intro": "There's currently a lack of large and easily-accessible amounts of detailed data on gun violence.",
+    "is_splited": false,
+    "overall_size": 239677,
+    "train_size": 0,
+    "test_size": 0,
+    "c_classes": 19,
+    "n_classes": 10,
+    "cat_feature_intro": {
+        "date": "The date of the incident.",
+        "state": "The state where the incident occurred.",
+        "city_or_county": "The city or county where the incident occurred.",
+        "address": "The address where the incident occurred.",
+        "incident_url": "The URL to the incident report.",
+        "source_url": "The URL to the source of the data.",
+        "gun_stolen": "Indicates if the gun was stolen.",
+        "gun_type": "The type of gun used in the incident.",
+        "incident_characteristics": "Characteristics of the incident.",
+        "location_description": "Description of the location where the incident occurred.",
+        "notes": "Additional notes about the incident.",
+        "participant_age": "The age of the participants involved in the incident.",
+        "participant_age_group": "The age group of the participants involved in the incident.",
+        "participant_gender": "The gender of the participants involved in the incident.",
+        "participant_name": "The name of the participants involved in the incident.",
+        "participant_relationship": "The relationship between the participants involved in the incident.",
+        "participant_status": "The status of the participants involved in the incident.",
+        "participant_type": "The type of participants involved in the incident.",
+        "sources": "Sources of information about the incident."
+    },
+    "num_feature_intro": {
+        "incident_id": "The unique identifier for the incident.",
+        "n_killed": "The number of people killed in the incident.",
+        "n_injured": "The number of people injured in the incident.",
+        "incident_url_fields_missing": "Indicates if any fields are missing in the incident URL.",
+        "congressional_district": "The congressional district where the incident occurred.",
+        "latitude": "The latitude of the incident location.",
+        "longitude": "The longitude of the incident location.",
+        "n_guns_involved": "The number of guns involved in the incident.",
+        "state_house_district": "The state house district where the incident occurred.",
+        "state_senate_district": "The state senate district where the incident occurred."
+    },
+    "evaluation_metric": null,
+    "task_type": "regression",
+    "target": "n_killed",
+    "num_feature_value": {
+        "congressional_district": [
+            0.0,
+            53.0
+        ],
+        "incident_id": [
+            92114.0,
+            1083472.0
+        ],
+        "incident_url_fields_missing": [],
+        "latitude": [
+            19.1114,
+            71.3368
+        ],
+        "longitude": [
+            -171.429,
+            97.4331
+        ],
+        "n_guns_involved": [
+            1.0,
+            400.0
+        ],
+        "n_injured": [
+            0.0,
+            53.0
+        ],
+        "n_killed": [
+            0.0,
+            50.0
+        ],
+        "state_house_district": [
+            1.0,
+            901.0
+        ],
+        "state_senate_district": [
+            1.0,
+            94.0
+        ]
+    },
+    "cat_feature_value": {
+        "address": "string",
+        "city_or_county": "string",
+        "date": "string",
+        "gun_stolen": "string",
+        "gun_type": "string",
+        "incident_characteristics": "string",
+        "incident_url": "string",
+        "location_description": "string",
+        "notes": "string",
+        "participant_age": "string",
+        "participant_age_group": "string",
+        "participant_gender": "string",
+        "participant_name": "string",
+        "participant_relationship": "string",
+        "participant_status": "string",
+        "participant_type": "string",
+        "source_url": "string",
+        "sources": "string",
+        "state": [
+            "Alabama",
+            "Alaska",
+            "Arizona",
+            "Arkansas",
+            "California",
+            "Colorado",
+            "Connecticut",
+            "Delaware",
+            "District of Columbia",
+            "Florida",
+            "Georgia",
+            "Hawaii",
+            "Idaho",
+            "Illinois",
+            "Indiana",
+            "Iowa",
+            "Kansas",
+            "Kentucky",
+            "Louisiana",
+            "Maine",
+            "Maryland",
+            "Massachusetts",
+            "Michigan",
+            "Minnesota",
+            "Mississippi",
+            "Missouri",
+            "Montana",
+            "Nebraska",
+            "Nevada",
+            "New Hampshire",
+            "New Jersey",
+            "New Mexico",
+            "New York",
+            "North Carolina",
+            "North Dakota",
+            "Ohio",
+            "Oklahoma",
+            "Oregon",
+            "Pennsylvania",
+            "Rhode Island",
+            "South Carolina",
+            "South Dakota",
+            "Tennessee",
+            "Texas",
+            "Utah",
+            "Vermont",
+            "Virginia",
+            "Washington",
+            "West Virginia",
+            "Wisconsin",
+            "Wyoming"
+        ]
+    }
+}

decision_making/daily/regression/Gun_Violence_Data_B2/info_mod.json

@@ -0,0 +1,337 @@
+{
+  "name": "Gun Violence Data",
+  "source": "https://www.kaggle.com/datasets/jameslko/gun-violence-data/data",
+  "data_intro": "There's currently a lack of large and easily-accessible amounts of detailed data on gun violence.",
+  "is_splited": false,
+  "overall_size": 239677,
+  "train_size": 0,
+  "test_size": 0,
+  "c_classes": 19,
+  "n_classes": 10,
+  "cat_feature_intro": {
+    "state": "The state where the incident occurred.",
+    "incident_url_fields_missing": "Indicates if any fields are missing in the incident URL.",
+    "gun_stolen": "Indicates if the gun was stolen.",
+    "participant_type": "The type of participants involved in the incident."
+  },
+  "num_feature_intro": {
+    "incident_id": "The unique identifier for the incident.",
+    "n_injured": "The number of people injured in the incident.",
+    "congressional_district": "The congressional district where the incident occurred.",
+    "latitude": "The latitude of the incident location.",
+    "longitude": "The longitude of the incident location.",
+    "n_guns_involved": "The number of guns involved in the incident.",
+    "state_house_district": "The state house district where the incident occurred.",
+    "state_senate_district": "The state senate district where the incident occurred."
+  },
+  "evaluation_metric": null,
+  "task_type": "regression",
+  "target": "n_killed",
+  "num_feature_value": {
+    "incident_id": [
+      92114.0,
+      1083472.0
+    ],
+    "n_injured": [
+      0.0,
+      53.0
+    ],
+    "congressional_district": [
+      0.0,
+      53.0
+    ],
+    "latitude": [
+      19.1114,
+      71.3368
+    ],
+    "longitude": [
+      -171.429,
+      97.4331
+    ],
+    "n_guns_involved": [
+      1.0,
+      400.0
+    ],
+    "state_house_district": [
+      1.0,
+      901.0
+    ],
+    "state_senate_district": [
+      1.0,
+      94.0
+    ]
+  },
+  "cat_feature_value": {
+    "state": [
+      "Alabama",
+      "Alaska",
+      "Arizona",
+      "Arkansas",
+      "California",
+      "Colorado",
+      "Connecticut",
+      "Delaware",
+      "District of Columbia",
+      "Florida",
+      "Georgia",
+      "Hawaii",
+      "Idaho",
+      "Illinois",
+      "Indiana",
+      "Iowa",
+      "Kansas",
+      "Kentucky",
+      "Louisiana",
+      "Maine",
+      "Maryland",
+      "Massachusetts",
+      "Michigan",
+      "Minnesota",
+      "Mississippi",
+      "Missouri",
+      "Montana",
+      "Nebraska",
+      "Nevada",
+      "New Hampshire",
+      "New Jersey",
+      "New Mexico",
+      "New York",
+      "North Carolina",
+      "North Dakota",
+      "Ohio",
+      "Oklahoma",
+      "Oregon",
+      "Pennsylvania",
+      "Rhode Island",
+      "South Carolina",
+      "South Dakota",
+      "Tennessee",
+      "Texas",
+      "Utah",
+      "Vermont",
+      "Virginia",
+      "Washington",
+      "West Virginia",
+      "Wisconsin",
+      "Wyoming"
+    ],
+    "incident_url_fields_missing": [
+      "False"
+    ],
+    "gun_stolen": [
+      "0::Unknown||1::Unknown",
+      "0::Unknown",
+      "0::Stolen",
+      "0::Not-stolen",
+      "0:Stolen",
+      "0::Unknown||1::Stolen",
+      "0::Stolen||1::Stolen||2::Stolen",
+      "0::Stolen||1::Stolen||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown",
+      "0::Stolen||1::Unknown",
+      "0::Unknown||1::Unknown||2::Unknown",
+      "0::Stolen||1::Stolen",
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+      "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown",
+      "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen||8::Stolen||9::Stolen||10::Stolen||11::Stolen||12::Stolen||13::Stolen||14::Stolen",
+      "0::Stolen||1::Stolen||2::Unknown||3::Unknown",
+      "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen||6::Stolen||7::Stolen",
+      "0::Stolen||1::Unknown||2::Unknown||3::Unknown||4::Unknown",
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+      "0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown||6::Unknown||7::Unknown||8::Unknown||9::Unknown||10::Unknown||11::Unknown||12::Unknown||13::Unknown||14::Unknown||15::Unknown||16::Unknown",
+      "0::Stolen||1::Stolen||2::Stolen||3::Stolen",
+      "0::Stolen||1::Stolen||2::Stolen||3::Stolen||4::Stolen||5::Stolen",
+      "0::Unknown||1::Unknown||2::Stolen",
+      "0::Stolen||1::Stolen||2::Unknown||3::Unknown||4::Unknown||5::Unknown",
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+      "0::Not-stolen||1::Not-stolen",
+      "0::Not-stolen||1::Not-stolen||2::Not-stolen||3::Not-stolen"
+    ],
+    "participant_type": [
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+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Subject-Suspect",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Subject-Suspect",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Victim||47::Victim||48::Victim||49::Victim||50::Victim||51::Victim||52::Victim||53::Victim||54::Victim||55::Victim||56::Victim||57::Victim||58::Victim||59::Victim||60::Victim||61::Victim||62::Victim||63::Victim||64::Victim||65::Victim||66::Victim||67::Victim||68::Victim||69::Victim||70::Victim||71::Victim||72::Victim||73::Victim||74::Victim||75::Victim||76::Victim||77::Victim||78::Victim||79::Victim||80::Victim||81::Victim||82::Victim||83::Victim||84::Victim||85::Victim||86::Victim||87::Victim||88::Victim||89::Victim||90::Victim||91::Victim||92::Victim||93::Victim||94::Victim||95::Victim||96::Victim||97::Victim||98::Victim||99::Victim||100::Victim||101::Victim||102::Subject-Suspect",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Subject-Suspect",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Subject-Suspect",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim",
+      "0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Subject-Suspect||36::Subject-Suspect"
+    ]
+  },
+  "columns": [
+    "incident_id",
+    "date",
+    "state",
+    "city_or_county",
+    "address",
+    "n_killed",
+    "n_injured",
+    "incident_url",
+    "source_url",
+    "incident_url_fields_missing",
+    "congressional_district",
+    "gun_stolen",
+    "gun_type",
+    "incident_characteristics",
+    "latitude",
+    "location_description",
+    "longitude",
+    "n_guns_involved",
+    "notes",
+    "participant_age",
+    "participant_age_group",
+    "participant_gender",
+    "participant_name",
+    "participant_relationship",
+    "participant_status",
+    "participant_type",
+    "sources",
+    "state_house_district",
+    "state_senate_district"
+  ],
+  "feature_columns": [
+    "incident_id",
+    "date",
+    "state",
+    "city_or_county",
+    "address",
+    "n_injured",
+    "incident_url",
+    "source_url",
+    "incident_url_fields_missing",
+    "congressional_district",
+    "gun_stolen",
+    "gun_type",
+    "incident_characteristics",
+    "latitude",
+    "location_description",
+    "longitude",
+    "n_guns_involved",
+    "notes",
+    "participant_age",
+    "participant_age_group",
+    "participant_gender",
+    "participant_name",
+    "participant_relationship",
+    "participant_status",
+    "participant_type",
+    "sources",
+    "state_house_district",
+    "state_senate_district"
+  ],
+  "feature_types": {
+    "incident_id": "numeric",
+    "date": "open_text",
+    "state": "categorical",
+    "city_or_county": "open_text",
+    "address": "open_text",
+    "n_injured": "numeric",
+    "incident_url": "open_text",
+    "source_url": "open_text",
+    "incident_url_fields_missing": "categorical",
+    "congressional_district": "numeric",
+    "gun_stolen": "categorical",
+    "gun_type": "open_text",
+    "incident_characteristics": "open_text",
+    "latitude": "numeric",
+    "location_description": "open_text",
+    "longitude": "numeric",
+    "n_guns_involved": "numeric",
+    "notes": "open_text",
+    "participant_age": "open_text",
+    "participant_age_group": "open_text",
+    "participant_gender": "open_text",
+    "participant_name": "open_text",
+    "participant_relationship": "open_text",
+    "participant_status": "open_text",
+    "participant_type": "categorical",
+    "sources": "open_text",
+    "state_house_district": "numeric",
+    "state_senate_district": "numeric"
+  },
+  "open_text_feature_intro": {
+    "date": "The date of the incident.",
+    "city_or_county": "The city or county where the incident occurred.",
+    "address": "The address where the incident occurred.",
+    "incident_url": "The URL to the incident report.",
+    "source_url": "The URL to the source of the data.",
+    "gun_type": "The type of gun used in the incident.",
+    "incident_characteristics": "Characteristics of the incident.",
+    "location_description": "Description of the location where the incident occurred.",
+    "notes": "Additional notes about the incident.",
+    "participant_age": "The age of the participants involved in the incident.",
+    "participant_age_group": "The age group of the participants involved in the incident.",
+    "participant_gender": "The gender of the participants involved in the incident.",
+    "participant_name": "The name of the participants involved in the incident.",
+    "participant_relationship": "The relationship between the participants involved in the incident.",
+    "participant_status": "The status of the participants involved in the incident.",
+    "sources": "Sources of information about the incident."
+  },
+  "open_text_features": [
+    "date",
+    "city_or_county",
+    "address",
+    "incident_url",
+    "source_url",
+    "gun_type",
+    "incident_characteristics",
+    "location_description",
+    "notes",
+    "participant_age",
+    "participant_age_group",
+    "participant_gender",
+    "participant_name",
+    "participant_relationship",
+    "participant_status",
+    "sources"
+  ],
+  "missing_from_original_info": []
+}

decision_making/daily/regression/Gun_Violence_Data_B2/test.csv

@@ -0,0 +1,31 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+423223,2015-10-01,Oregon,Roseburg,1140 Umpqua College Rd,10,9,http://www.gunviolencearchive.org/incident/423223,http://www.kval.com/news/local/Nine-wounded-victims-in-UCC-Umpqua-Community-College-shooting-Mercy-Medical-Roseburg-Oregon-330413951.html,False,4.0,0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown,0::223 Rem [AR-15]||1::Handgun||2::Handgun||3::Handgun||4::Handgun||5::Handgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff||School Incident||School Shooting - university/college||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",43.2628,Umpqua Community College,-123.28,6.0,shots fired at Snyder Hall around 10:30 a.m. 7-10 confirmed dead CBS reporting 13 dead via AG,0::19||1::18||2::59||3::18||4::33||5::67||6::44||7::20||8::18||9::18||10::30||11::16||12::34||13::19||15::17||18::26,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Teen 12-17||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Teen 12-17||18::Adult 18+,0::Female||1::Male||2::Female||3::Male||4::Male||5::Male||6::Female||7::Male||8::Female||9::Female||10::Male||11::Female||12::Female||13::Female||18::Male,0::Lucero Alcaraz||1::Quinn Glen Cooper||2::Kim Saltmarsh Dietz||3::Lucas Eibel||4::Jason Dale Johnson||5::Lawrence Levine||6::Sarena Dawn Moore||7::Treven Taylor Anspach||8::Rebecka Ann Carnes||9::Anastasia Boylan||10::Chris Mintz||11::Cheyeanne Fitzgerald||12::Amber McMurtrey||13::Julie Woodworth||18::Chris Harper Mercer,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Injured||10::Injured||11::Injured||12::Injured||13::Injured||14::Injured||15::Injured||16::Injured||17::Injured||18::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Subject-Suspect,http://www.statesmanjournal.com/story/news/2015/10/01/shooting-reported-umpqua-community-college/73154132/||http://www.komonews.com/news/local/Reports-Active-shooter-at-Roseburg-Ore-community-college-330287931.html||http://www.kval.com/news/local/Nine-wounded-victims-in-UCC-Umpqua-Community-College-shooting-Mercy-Medical-Roseburg-Oregon-330413951.html,7.0,4.0
+359830,2015-06-17,South Carolina,Charleston,110 Calhoun Street,9,0,http://www.gunviolencearchive.org/incident/359830,http://7online.com/news/charleston-shooting-suspect-tried-killing-self-after-shooting-victims-son-says/797301/,False,1.0,0::Unknown,0::45 Auto,"Shot - Dead (murder, accidental, suicide)||Suicide - Attempt||Attempted Murder/Suicide (one variable unsuccessful)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Hate crime",32.7876,Mother Emanuel AME Church,-79.9332,1.0,"at least 8 dead, more inj Black church, white shooter
+
+
+
+12:50am Mayor says 9 killed, 1 injured Rev. Pickney was a SC senator, tried to kill self, out of ammo",0::41||1::26||2::74||3::54||4::46||5::70||6::87||7::45||8::59||9::21,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+,0::Male||1::Male||2::Male||3::Female||4::Female||5::Female||6::Female||7::Female||8::Female||9::Male,"0::Rev. Clementa Pinckney||1::Tywanza Sanders||2::Reverend Dr. Daniel Simmons, Sr||3::Cynthia Hurd||4::Sharonda Coleman-Singleton||5::Ethel Lance||6::Susie Jackson||7::Depayne Middleton||8::Mira Thompson||9::Dylann Storm Roof",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Arrested,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Subject-Suspect,http://abc11.com/news/charleston-sc-police-respond-to-shooting-at-church/791511/||http://www.postandcourier.com/article/20150617/PC16/150619408/1180/reports-eight-people-shot-downtown||http://myfox8.com/2015/06/18/sc-senator-killed-in-charleston-church-shooting/||http://www.postandcourier.com/article/20150618/PC16/150619390||http://7online.com/news/charleston-shooting-suspect-tried-killing-self-after-shooting-victims-son-says/797301/,111.0,42.0
+480366,2013-09-16,District of Columbia,Washington Navy Yard,1336 Isaac Hull Ave,11,3,http://www.gunviolencearchive.org/incident/480366,https://www.washingtonpost.com/local/police-search-for-active-shooter-on-grounds-of-washington-navy-yard-in-southeast-dc/2013/09/16/b1d72b9a-1ecb-11e3-b7d1-7153ad47b549_story.html,False,1.0,0::Unknown||1::Unknown,0::9mm||1::Shotgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",38.873,NAVSEA Building 197,-76.9977,2.0,"Male victim shot in the leg, first female victim shot in the shoulder, second female shot in head (bullet did not pierce her skull) and hand.",0::59||1::53||2::51||3::53||4::62||5::73||6::51||7::50||8::61||9::46||10::58||11::52||15::34,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+,0::Male||1::Male||2::Male||3::Female||4::Female||5::Male||6::Female||7::Male||8::Male||9::Male||10::Male||11::Male||12::Male||13::Female||14::Female||15::Male,0::Michael Arnold||1::Martin Bodrog||2::Arthur Daniels||3::Sylvia Frasier||4::Kathy Gaarde||5::John Roger Johnson||6::Mary Francis Knight||7::Frank Kohler||8::Vishnu Pandit||9::Kenneth Bernard Proctor||10::Gerald Read||11::Richard Michael Ridgell||12::Officer Scott Williams||15::Aaron Alexis,15::Co-worker,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||9::Killed||10::Killed||12::Injured||13::Injured||14::Injured||15::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Subject-Suspect,http://www.nbcwashington.com/news/local/Confirmed-Shooter-at-Navy-Yard-One-Person-Shot-223897891.html||https://www.washingtonpost.com/local/police-search-for-active-shooter-on-grounds-of-washington-navy-yard-in-southeast-dc/2013/09/16/b1d72b9a-1ecb-11e3-b7d1-7153ad47b549_story.html,,
+980577,2017-11-05,Texas,Sutherland Springs,216 4th St,27,20,http://www.gunviolencearchive.org/incident/980577,http://abc7.com/full-list-of-texas-church-shooting-victims-identified/2607282/,False,28.0,0::Unknown||1::Unknown||2::Unknown||3::Unknown,0::223 Rem [AR-15]||1::Rifle||2::9mm||3::22 LR,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Institution/Group/Business||Child Involved Incident||Child killed (not child shooter)||Child injured (not child shooter)||Defensive Use||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Defensive Use - Good Samaritan/Third Party||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Shootout (where VENN diagram of shooters and victims overlap)||Domestic Violence||Possession of gun by felon or prohibited person||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",29.2733,First Baptist Church,-98.0564,4.0,"open fire during church service, intend dv, former military Shooter likely self inflict after DGU shootout; poss 4 guns recover",0::14||1::7||2::5||3::30||4::58||5::60||6::36||7::36||8::1||9::11||10::9||11::13||12::51||13::56||14::71||15::16||16::51||17::51||18::77||19::68||20::58||21::56||22::33||23::64||24::66||25::62||26::3||28::73||29::5||34::34||38::18||46::26,0::Teen 12-17||1::Child 0-11||2::Child 0-11||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Child 0-11||9::Child 0-11||10::Child 0-11||11::Teen 12-17||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Teen 12-17||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||22::Adult 18+||23::Adult 18+||24::Adult 18+||25::Adult 18+||26::Child 0-11||27::Adult 18+||28::Adult 18+||29::Child 0-11||30::Adult 18+||31::Child 0-11||32::Child 0-11||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+||37::Adult 18+||38::Adult 18+||39::Adult 18+||40::Child 0-11||41::Child 0-11||46::Adult 18+,0::Female||1::Female||2::Female||3::Female||4::Female||5::Male||6::Female||7::Male||8::Female||9::Female||10::Female||11::Male||12::Male||13::Female||14::Female||15::Female||16::Male||17::Female||18::Male||19::Female||20::Male||21::Female||22::Female||23::Male||24::Female||25::Male||26::Male||27::Male||28::Female||29::Male||30::Male||31::Female||32::Male||33::Female||34::Male||35::Male||36::Female||37::Male||38::Male||39::Female||41::Female||46::Male,0::Annabelle Renee Pomeroy||1::Emily Garcia||2::Brooke Ward||3::Joann Ward||4::Karla Holcombe||5::Bryan Holcombe||6::Crystal Holcombe||7::Marc Daniel Holcombe||8::Noah Holcombe||9::Emily Hill||10::Megan Hill||11::Greg Hill||12::Richard Rodriguez||13::Peggy Lynn Warden||14::Lula White||15::Haley Krueger||16::Robert Corrigan||17::Shani Corrigan||18::Dennis Johnson Jr||19::Sara Johnson||20::R Scott Marshall||21::Karen Marshall||22::Tara McNulty||23::Richard Rodriguez||24::Theresa Rodriguez||25::Keith Allen Warden||27::John Holcombe||28::Farida Brown||29::Ryland Ward||30::David Colbath||31::Hailey McNulty||32::James McNulty||33::Rosa Solis||34::Kris Workman||35::Joaquin Ramirez||36::Debbie Braden||37::Bob Braden||38::Zachary Poston||39::Julie Workman||46::Devin Patrick Kelley,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Killed||18::Killed||19::Killed||20::Killed||21::Killed||22::Killed||23::Killed||24::Killed||25::Killed||26::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||34::Injured||35::Injured||36::Injured||37::Injured||38::Injured||39::Injured||40::Injured||41::Injured||42::Injured||43::Injured||44::Injured||45::Injured||46::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Subject-Suspect,http://13wham.com/news/nation-world/multiple-injuries-reported-at-a-church-shooting-in-sutherland-springs-tex||http://www.firstcoastnews.com/news/witnesses-several-people-shot-at-church-in-sutherland-springs/489259694||https://www.ksat.com/news/shooting-sutherland-springs-church-gunfire-mass-shooting-airlife||https://www.wilsoncountynews.com/news/2017-11-01/Breaking/Multiple_fatalities_reported_in_Sutherland_Springs.html||http://breaking911.com/breaking-active-shooter-reported-texas-church-multiple-casualties/||http://www.chron.com/news/houston-texas/houston/article/26-slaughtered-at-texas-church-12334212.php||https://heavy.com/news/2017/11/sutherland-springs-texas-church-shooting-victims-list-names-photos-pictures/||http://www.mailtribune.com/zz/news/20171106/relative-pregnant-woman-3-children-in-laws-among-slain-in-texas||http://abc7.com/full-list-of-texas-church-shooting-victims-identified/2607282/,44.0,21.0
+1049217,2018-02-14,Florida,Pompano Beach (Parkland),5901 Pine Island Rd,17,17,http://www.gunviolencearchive.org/incident/1049217,http://www.orlandosentinel.com/news/fl-florida-school-shooting-wounded-list-20180307-story.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+orlandosentinel%2Fnews%2Flocal%2Fstate+%28OrlandoSentinel.com+-+State+News%29&utm_content=Yahoo+Sear,False,22.0,0::Not-stolen||1::Not-stolen,0::223 Rem [AR-15]||1::Handgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||School Incident||School Shooting - elementary/secondary school||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",26.3045,Marjory Stoneman Douglas High School,-80.2694,2.0,"Freshman Building, legal S&W M&P 15 and multiple others incl handgun, shotguns, rifles",0::35||1::14||2::17||3::37||4::14||5::15||6::49||7::15||8::14||9::14||10::17||11::14||12::14||13::16||14::18||15::15||16::17||17::18||20::15||21::15||22::17||23::18||24::15||33::50||34::19,0::Adult 18+||1::Teen 12-17||2::Teen 12-17||3::Adult 18+||4::Teen 12-17||5::Teen 12-17||6::Adult 18+||7::Teen 12-17||8::Teen 12-17||9::Teen 12-17||10::Teen 12-17||11::Teen 12-17||12::Teen 12-17||13::Teen 12-17||14::Adult 18+||15::Teen 12-17||16::Teen 12-17||17::Adult 18+||18::Teen 12-17||19::Teen 12-17||20::Teen 12-17||21::Teen 12-17||22::Teen 12-17||23::Adult 18+||24::Teen 12-17||25::Teen 12-17||26::Teen 12-17||27::Teen 12-17||28::Teen 12-17||29::Teen 12-17||30::Teen 12-17||31::Teen 12-17||32::Teen 12-17||33::Adult 18+||34::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Female||5::Female||6::Male||7::Male||8::Female||9::Female||10::Male||11::Female||12::Male||13::Female||14::Female||15::Male||16::Female||17::Female||18::Male||19::Female||20::Male||21::Male||22::Female||23::Female||24::Male||25::Female||26::Female||27::Male||28::Female||29::Male||30::Female||31::Male||32::Female||33::Female||34::Male,"0::Scott Beigel||1::Martin Duque Anguiano||2::Nicholas Dworet||3::Aaron Feis||4::Jaime Guttenberg||5::Alyssa Alhadeff||6::Christopher Hixon||7::Luke Hoyer||8::Cara Loughran||9::Gina Montalto||10::Joaquin Oliver||11::Alaina Petty||12::Alexander Schachter||13::Carmen Schentrup||14::Meadow Pollack||15::Peter Wang||16::Helena Ramsay||17::Madeleine ""Maddy"" Wilford||18::Benjamin Wikander||19::Samantha Grady||20::Anthony Borges||21::Kyle Laman||22::Daniela Menescal||23::Samantha Fuentes||24::Alexander Dworet||25::Isabel Chequer||26::Ashley Baez||27::Justin Colton||28::Marian Kabachenko||29::Kheshava Managapuram||30::Samantha Mayor||31::William Olson||32::Genesis Valentin||33::Stacey Lynn Lippel||34::Nikolas Cruz",,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||26::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||34::Unharmed, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Subject-Suspect,http://cbs12.com/news/local/shooting-at-marjory-stoneman-douglas-high-school-in-parkland||https://www.nbcmiami.com/news/local/Police-Respond-Marjory-Stoneman-Douglas-High-School-Parkland-474078423.html||https://wsvn.com/news/local/bso-17-dead-in-marjory-stoneman-douglas-high-school-shooting/||http://www.tampabay.com/news/publicsafety/The-victims-of-the-Parkland-school-shooting_165511796||https://www.washingtonpost.com/news/early-lead/wp/2018/02/15/he-died-a-hero-assistant-football-coach-among-17-dead-in-florida-school-shooting/?utm_term=.7ce00824b6f4||https://app.box.com/s/gp6409mm7xy3pefqn09jxb4b97hpmobw/file/278209857412||https://app.box.com/s/gp6409mm7xy3pefqn09jxb4b97hpmobw/file/278209857412||http://kticradio.com/abc_national/florida-school-shooting-suspect-had-access-to-10-firearms-including-ak47-variant-abcid36036340/||http://www.orlandosentinel.com/news/fl-florida-school-shooting-wounded-list-20180307-story.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+orlandosentinel%2Fnews%2Flocal%2Fstate+%28OrlandoSentinel.com+-+State+News%29&utm_content=Yahoo+Sear,96.0,29.0
+577157,2016-06-12,Florida,Orlando,1912 S Orange Avenue,50,53,http://www.gunviolencearchive.org/incident/577157,https://www.reuters.com/article/us-orlando-shooting-idUSKBN1901CK,False,5.0,0::Not-stolen||1::Not-stolen,0::223 Rem [AR-15]||1::9mm,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Bar/club incident - in or around establishment||Hate crime||Terrorism Involvement||Kidnapping/abductions/hostage||Concealed Carry License - Perpetrator||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",28.5195,Pulse,-81.3767,2.0,Names are coming in sporadically and every effort is being made to verify before listing.,0::34||1::23||2::20||3::22||4::36||5::22||6::22||7::37||8::30||9::29||10::32||11::21||12::25||13::35||14::50||15::25||16::33||17::37||18::26||19::35||20::25||21::31||22::26||23::25||24::30||25::40||26::32||27::19||28::21||29::37||30::39||31::33||32::25||33::24||34::31||35::25||36::25||37::24||38::27||39::33||40::49||41::24||42::32||43::28||44::27||45::41||46::29||47::18||48::25||51::26||52::27||54::30||56::25||58::25||59::20||60::20||63::32||64::26||67::27||68::30||71::29||72::37||74::19||77::19||78::30||102::29,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||22::Adult 18+||23::Adult 18+||24::Adult 18+||25::Adult 18+||26::Adult 18+||27::Adult 18+||28::Adult 18+||29::Adult 18+||30::Adult 18+||31::Adult 18+||32::Adult 18+||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+||37::Adult 18+||38::Adult 18+||39::Adult 18+||40::Adult 18+||41::Adult 18+||42::Adult 18+||43::Adult 18+||44::Adult 18+||45::Adult 18+||46::Adult 18+||47::Adult 18+||48::Adult 18+||49::Adult 18+||50::Adult 18+||51::Adult 18+||52::Adult 18+||53::Adult 18+||54::Adult 18+||55::Adult 18+||56::Adult 18+||57::Adult 18+||58::Adult 18+||59::Adult 18+||60::Adult 18+||61::Adult 18+||62::Adult 18+||63::Adult 18+||64::Adult 18+||65::Adult 18+||66::Adult 18+||67::Adult 18+||68::Adult 18+||69::Adult 18+||70::Adult 18+||71::Adult 18+||72::Adult 18+||73::Adult 18+||74::Adult 18+||75::Adult 18+||76::Adult 18+||77::Adult 18+||78::Adult 18+||79::Adult 18+||80::Adult 18+||81::Adult 18+||82::Adult 18+||83::Adult 18+||84::Adult 18+||85::Adult 18+||86::Adult 18+||87::Adult 18+||88::Adult 18+||89::Adult 18+||90::Adult 18+||91::Adult 18+||92::Adult 18+||93::Adult 18+||94::Adult 18+||95::Adult 18+||96::Adult 18+||97::Adult 18+||98::Adult 18+||99::Adult 18+||100::Adult 18+||101::Adult 18+||102::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Male||7::Female||8::Female||9::Male||10::Female||11::Male||12::Male||13::Male||14::Male||15::Female||16::Male||17::Male||18::Female||19::Male||20::Male||21::Male||22::Male||23::Male||24::Male||25::Male||26::Male||27::Male||28::Male||29::Male||30::Male||31::Male||32::Male||33::Male||34::Male||35::Male||36::Male||37::Male||38::Female||39::Male||40::Female||41::Female||42::Male||43::Male||44::Male||45::Male||46::Male||47::Female||48::Male||49::Female||50::Male||51::Male||52::Male||53::Male||54::Male||55::Male||56::Male||57::Female||58::Male||59::Female||60::Female||61::Male||62::Male||63::Male||64::Male||65::Female||66::Male||67::Male||68::Male||69::Male||70::Male||71::Male||72::Male||73::Female||74::Female||75::Male||76::Female||102::Male,"0::Edward Sotomayor Jr||1::Stanley Almodovar III||2::Luis Omar Ocasio-Capo||3::Juan Ramon Guerrero||4::Eric I Ortiz-Rivera||5::Peter O. Gonzalez-Cruz||6::Luis S. Vielma||7::Kimberly KJ Morris||8::Eddie Jamoldroy Justice||9::Darryl Roman Burt II||10::Deonka Deidra Drayton||11::Alejandro Barrios Martinez||12::Anthony Luis Laureanodisla||13::Jean Carlos Mendez Perez||14::Franky Jimmy Dejesus Velazquez||15::Amanda Alvear||16::Martin Benitez Torres||17::Luis Daniel Wilson-Leon||18::Mercedez Marisol Flores||19::Xavier Emmanuel Serrano Rosado||20::Gilberto Ramon Silva Menendez||21::Simon Adrian Carrillo Fernandez||22::Oscar A Aracena-Montero||23::Enrique L. Rios, Jr.||24::Miguel Angel Honorato||25::Javier Jorge-Reyes||26::Joel Rayon Paniagua||27::Jason Benjamin Josaphat||28::Cory James Connell||29::Juan P. Rivera Velazquez||30::Luis Daniel Conde||31::Shane Evan Tomlinson||32::Juan Chevez-Martinez||33::Christopher Joseph Sanfeliz||34::Jerald Arthur Wright||35::Leroy Valentin Fernandez||36::Tevin Eugene Crosby||37::Jonathan Antonio Camuy Vega||38::Jean C. Nives Rodriguez||39::Rodolfo Ayala-Ayala||40::Brenda Lee Marquez McCool||41::Yilmary Rodriguez Sulivan||42::Christopher Andrew Leinonen||43::Angel L. Candelario-Padro||44::Frank Hernandez||45::Paul Terrell Henry||46::Antonio Davon Brown||47::Akyra Monet Murray||48::Geraldo A. Ortiz-Jimenez||49::Marissa Delgado||50::Officer Michael Napolitano||51::Angel Colon||52::Rodney Sumter Jr||53::Keon Carter||54::Brand White||55::Brett Rigas||56::Chris Littlestar||57::Paula Blanco||58::Answai Bennett||59::Patience Carter||60::Tiara Parker||61::Javier Nava Coria||62::Jose ""Junior"" Martinez||63::Angel Santiago||64::Norman Casiano||65::Laura Vargas||66::Bryan Lopez||67::Brandon Wolf||68::Felipe Marrero||69::Fred Johnson||70::William Borges||71::Miguel Leiva||72::Jeffrey Rodriguez||73::Amanda Grau||75::Leonel Melendez||76::Ilka Reyes||77::Kaliesha Andino||78::Juan Jose Cufino||79::31||80::32||81::33||82::34||83::35||84::36||85::37||86::38||87::39||88::40||89::41||90::42||91::43||92::44||93::45||94::46||95::47||96::48||97::49||98::50||99::51||100::52||101::53||102::Omar Mir Seddique Mateen",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Killed||18::Killed||19::Killed||20::Killed||21::Killed||22::Killed||23::Killed||24::Killed||25::Killed||26::Killed||27::Killed||28::Killed||29::Killed||30::Killed||31::Killed||32::Killed||33::Killed||34::Killed||35::Killed||36::Killed||37::Killed||38::Killed||39::Killed||40::Killed||41::Killed||42::Killed||43::Killed||44::Killed||45::Killed||46::Killed||47::Killed||48::Killed||49::Injured||50::Injured||51::Injured||52::Injured||53::Injured||54::Injured||55::Injured||56::Injured||57::Injured||58::Injured||59::Injured||60::Injured||61::Injured||62::Injured||63::Injured||64::Injured||65::Injured||66::Injured||67::Injured||68::Injured||69::Injured||70::Injured||71::Injured||72::Injured||73::Injured||74::Injured||75::Injured||76::Injured||77::Injured||78::Injured||79::Injured||80::Injured||81::Injured||82::Injured||83::Injured||84::Injured||85::Injured||86::Injured||87::Injured||88::Injured||89::Injured||90::Injured||91::Injured||92::Injured||93::Injured||94::Injured||95::Injured||96::Injured||97::Injured||98::Injured||99::Injured||100::Injured||101::Injured||102::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Victim||47::Victim||48::Victim||49::Victim||50::Victim||51::Victim||52::Victim||53::Victim||54::Victim||55::Victim||56::Victim||57::Victim||58::Victim||59::Victim||60::Victim||61::Victim||62::Victim||63::Victim||64::Victim||65::Victim||66::Victim||67::Victim||68::Victim||69::Victim||70::Victim||71::Victim||72::Victim||73::Victim||74::Victim||75::Victim||76::Victim||77::Victim||78::Victim||79::Victim||80::Victim||81::Victim||82::Victim||83::Victim||84::Victim||85::Victim||86::Victim||87::Victim||88::Victim||89::Victim||90::Victim||91::Victim||92::Victim||93::Victim||94::Victim||95::Victim||96::Victim||97::Victim||98::Victim||99::Victim||100::Victim||101::Victim||102::Subject-Suspect,http://www.cityoforlando.net/police/mass-shooting-at-orlandos-pulse-nightclub/||http://www.wesh.com/news/multiple-shots-reported-at-downtown-orlando-nightclub/40017844||http://www.cityoforlando.net/police/pulse-nightclub-shooting-june-13-2016-update/||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-shooting-police-response-20160625-story.html||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-orlando-shooting-survivors-hostage-20160614-story.html||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-adrian-lopez-went-back-inside-20160622-story.html#nt=oft03a-1gp2||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-survivors-hospital-reunion-20160619-story.html#nt=oft03a-1gp3||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/la-na-orlando-nightclub-restroom-survivors-20160614-snap-story.html||http://www.local10.com/news/man-shot-4-times-in-orlando-nightclub-massacre-crawled-over-bodies-to-escape||http://www.local10.com/news/south-florida-woman-critically-injured-in-orlando-nightclub-massacre||http://www.abcactionnews.com/news/region-tampa/tampa-resident-amanda-grau-was-wounded-at-pulse-nightclub-in-orlando||http://www.nydailynews.com/news/national/survivor-recalls-horror-pulse-nightclub-massacre-orlando-article-1.2673307||http://www.cityoforlando.net/police/pulse-nightclub-shooting-june-13-2016-update/||http://www.telegram.com/news/20160614/leominster-native-jeffrey-rodriguez-survived-orlando-shooting||http://www.local10.com/news/orlando-nightclub-shooting/pulse-shooting-recorded-by-miami-man-hiding-in-bathroom||http://www.adn.com/alaska-news/nation-world/2016/06/15/for-orlando-homicide-detective-a-mass-shooting-turns-personal/||http://www.wftv.com/news/pulse-shooting/orlando-nightclub-shooting-victim-a-stranger-saved-my-life/341196896||http://www.local10.com/news/florida/orlando-massacre-survivors-trying-to-heal-physically-mentally||http://www.wflx.com/story/32252962/the-latest-pulse-shooting-victim-named-honorary-firefighter||http://www.wwltv.com/news/local/local-orlando-shooting-victim-writes-facebook-message/280367545||http://www.wftv.com/news/local/i-thank-god-im-here-but-its-not-easy-pulse-survivor-says/428450590||https://www.reuters.com/article/us-orlando-shooting-idUSKBN1901CK,47.0,12.0
+104618,2014-02-07,Ohio,Defiance,25200 block of Bowman Road,4,0,http://www.gunviolencearchive.org/incident/104618,http://www.toledoblade.com/Police-Fire/2014/02/07/Murder-weapon-recovered-from-scene-of-triple-murder-suicide-in-Defiance-County,False,5.0,,,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence||Brandishing/flourishing/open carry/lost/found",41.2236,,-84.339,,Appears to be a murder/suicide at this time.,0::61||1::42||2::15,0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Adult 18+,0::Female||1::Female||2::Female||3::Male,0::Christine Garza||1::Zoila Garza||2::Rebecca Garza||3::Robert Garza Sr,3::Family,0::Killed||1::Killed||2::Killed||3::Killed,0::Victim||1::Victim||2::Victim||3::Subject-Suspect,"http://www.chicagotribune.com/news/sns-rt-us-usa-crime-ohio-20140206,0,5711965.story||http://www.toledoblade.com/Police-Fire/2014/02/07/Murder-weapon-recovered-from-scene-of-triple-murder-suicide-in-Defiance-County",82.0,1.0
+278651,2015-01-14,Florida,East Palatka,185 S Us Highway 17,3,0,http://www.gunviolencearchive.org/incident/278651,http://www.wesh.com/news/deputies-3-dead-after-murdersuicide-shooting-in-putnam-county/30713944,False,6.0,,,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",29.6432,,-81.6078,,,0::38||1::40||2::30,0::Adult 18+||1::Adult 18+||2::Adult 18+,0::Female||1::Male||2::Male,0::Detret Latrell Burley||1::Travis Lavearl Hall||2::Johnny Stephenodonta Kemp,,0::Killed||1::Killed||2::Killed,0::Victim||1::Victim||2::Subject-Suspect,http://www.wesh.com/news/deputies-3-dead-after-murdersuicide-shooting-in-putnam-county/30713944,19.0,6.0
+565244,2016-05-15,Georgia,Moultrie,Rossman Dairy Road,5,0,http://www.gunviolencearchive.org/incident/565244,http://www.wctv.tv/content/news/Indictments-handed-down-to-Jeffrey-Peacock-in-quintuple-murder-416724493.html,False,8.0,0::Unknown,0::Unknown,"Shot - Dead (murder, accidental, suicide)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",31.2124,,-83.8518,1.0,"vics shot, house set on fire to cover up",0::21||1::20||2::21||3::21||4::22||5::25,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+,0::Male||1::Female||2::Male||3::Male||4::Male||5::Male,0::Jonathan Edwards||1::Alicia Norman||2::Reid Williams||3::Jones Pidcock||4::Jordan Croft||5::Jeffrey Alan Peacock,,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Unharmed, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Subject-Suspect,http://www.wtxl.com/news/found-dead-in-moultrie-house-fire-were-shot-and-killed/article_78cef5f8-1e0a-11e6-a2e2-d33d011dc25b.html||http://www.wctv.tv/content/news/Indictments-handed-down-to-Jeffrey-Peacock-in-quintuple-murder-416724493.html,171.0,11.0
+225568,2014-11-28,Illinois,Chicago,3100 block of West 64th Street,1,2,http://www.gunviolencearchive.org/incident/225568,http://chicago.cbslocal.com/2014/11/29/police-3-dead-11-injured-in-thanksgiving-weekend-shootings/,False,7.0,,,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",41.7772,,-87.7006,,"1 boy killed, 2 wounded in afternoon shooting.",0::16||1::16||2::14,0::Teen 12-17||1::Teen 12-17||2::Teen 12-17,0::Male||1::Male||2::Male,0::Jahkel Clark,,0::Killed||1::Injured||2::Injured,0::Victim||1::Victim||2::Victim,http://chicago.cbslocal.com/2014/11/28/teen-boy-16-killed-in-south-side-shooting/||http://chicago.cbslocal.com/2014/11/29/police-3-dead-11-injured-in-thanksgiving-weekend-shootings/,1.0,1.0
+1019128,2017-12-31,California,West Sacramento,1050 W Capitol Ave,3,0,http://www.gunviolencearchive.org/incident/1019128,http://fox40.com/2018/01/01/community-in-shock-after-police-say-father-took-the-lives-of-his-two-daughters-then-his-own/,False,6.0,0::Unknown,0::Unknown,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",38.5839,Casa Mobile Home Park,-121.523,1.0,"shot daughters Sophia and Sara, then self",0::9||1::12||2::47,0::Child 0-11||1::Teen 12-17||2::Adult 18+,0::Female||1::Female||2::Male,,2::Family,0::Killed||1::Killed||2::Killed,0::Victim||1::Victim||2::Subject-Suspect,http://fox40.com/2018/01/01/community-in-shock-after-police-say-father-took-the-lives-of-his-two-daughters-then-his-own/,7.0,6.0
+342353,2015-05-18,Texas,Houston,7500 block of North Shepherd,2,0,http://www.gunviolencearchive.org/incident/342353,http://www.ksat.com/content/pns/ksat/news/2015/05/19/tx-houston-chase-officer-killed.html,False,18.0,0::Unknown||1::Unknown,0::Handgun||1::Shotgun,"Shot - Dead (murder, accidental, suicide)||Shots Fired - No Injuries||Suicide^||Officer Involved Incident||Officer Involved Shooting - Shots fired, no injury||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",29.8693,,-95.4124,2.0,"Robbery suspect fires at police, carjacks another vehicle, hits and kills a police officer with the vehicle and then shoots himself dead.",0::47||1::33||2::58,0::Adult 18+||1::Adult 18+||2::Adult 18+,0::Male||1::Male||2::Female,0::Officer Richard Martin||1::Jeffrey Ryan Conlin||2::Raquel Padilla,,0::Killed||1::Killed||2::Unharmed,0::Victim||1::Subject-Suspect||2::Victim,http://www.foxnews.com/us/2015/05/18/houston-police-officer-struck-killed-by-fleeing-man-suspect-later-shot-himself/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxnews%2Fnational+%28Internal+-+US+Latest+-+Text%29||http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=53424&menugroup=Home||http://www.ksat.com/content/pns/ksat/news/2015/05/19/tx-houston-chase-officer-killed.html,140.0,6.0
+298122,2015-02-26,Missouri,Tyrone,18279 Highway H,8,1,http://www.gunviolencearchive.org/incident/298122,http://www.times-standard.com/general-news/20150408/sheriff-missouri-shooter-was-drunk-had-marijuana-in-system,False,8.0,0::Unknown,0::45 Auto,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Spree Shooting (multiple victims, multiple locations)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",37.1956,,-91.9012,1.0,"House 1 [18279]: M F, House 2 [18365]: M F,",0::68||1::50||2::48||3::52||4::47||5::46||6::44||7::67||8::36,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Male||2::Female||3::Male||4::Female||5::Male||6::Female||7::Female||8::Male,0::Darrell Shriver||1::Harold Wayne Aldridge||2::Janell Arlisa Aldridge||3::Garold Dee Aldridge||4::Julie Ann Aldridge||5::Carey Shriver||6::Valirea Shriver||7::Martha Shriver||8::Joseph Jesse Aldridge,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Injured||8::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Subject-Suspect,http://www.stltoday.com/news/local/crime-and-courts/family-members-of-shooter-among-slain-by-missouri-gunman-who/article_ce9f62ae-77fb-5bc8-8acf-7528549a174b.html||http://www.news-leader.com/story/news/local/missouri/2015/02/27/9-shot-dead-at-multiple-crime-scenes-in-rural-missouri/24110945/||http://www.stltoday.com/news/local/crime-and-courts/suspect-may-have-gone-on-missouri-killing-spree-after-finding/article_ce9f62ae-77fb-5bc8-8acf-7528549a174b.html||http://www.kansascity.com/news/state/missouri/article11329577.html||http://ksnt.com/2015/02/28/sheriff-releases-names-of-3-rural-missouri-shooting-victims/||http://www.times-standard.com/general-news/20150408/sheriff-missouri-shooter-was-drunk-had-marijuana-in-system,142.0,33.0
+491265,2013-07-26,Florida,Hialeah,1485 W 46th St,7,0,http://www.gunviolencearchive.org/incident/491265,https://en.wikipedia.org/wiki/2013_Hialeah_shooting,False,25.0,0::Unknown,0::9mm,"Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Concealed Carry License - Perpetrator",25.864,Todel Apartments,-80.3122,1.0,,0::79||1::69||2::33||3::64||4::51||5::17||6::42,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Teen 12-17||6::Adult 18+,0::Male||1::Female||2::Male||3::Male||4::Female||5::Female||6::Male,0::Italo Pisciotti||1::Samira Pisciotti||2::Carlos Javier Gavilanes||3::Patricio Simono||4::Merly S. Niebles||5::Priscilla Perez||6::Pedro Alberto Vargas,6::Mass shooting - Perp Knows Victims,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Subject-Suspect,http://www.miamiherald.com/news/special-reports/hialeah-mass-shooting/article1953794.html||http://www.slate.com/blogs/the_slatest/2013/07/27/pedro_alberto_vargas_florida_gunman_kills_six_people.html||https://en.wikipedia.org/wiki/2013_Hialeah_shooting,110.0,38.0
+341622,2015-05-17,Texas,Waco,4671 S Jack Kultgen Fwy,9,18,http://www.gunviolencearchive.org/incident/341622,http://www.wacotrib.com/news/twin-peaks-biker-shooting/tensions-rise-during-hearing-in-twin-peaks-shootout-case/article_134bd989-10bd-5966-8fff-de0c988d8369.html,False,17.0,,,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Bar/club incident - in or around establishment||Gang involvement",31.5039,Twin Peaks Restaurant,-97.129,,"Motorcycle gang fight at Twin Peaks. All dead by gunshot. A few of injured will be from stabbing and will be removed dead 6 Cossacks, 1 Scimitar, 2 Bandidos",0::31||1::65||2::46||3::44||4::43||5::39||6::47||7::40||8::27,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Male||7::Male||8::Male,"0::Richard Matthew Jordan||1::Jesus Delgado Rodriguez||2::Charles Wayne Russell||3::Daniel Raymond Boyett||4::Wayne Lee Campbell||5::Jacob Lee Rhyne||6::Richard Vencent Kirshner, Jr.||7::Manuel Issac Rodriguez||8::Matthew Mark Smith",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Injured||10::Injured||11::Injured||12::Injured||13::Injured||14::Injured||15::Injured||16::Injured||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||26::Injured,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim,http://www.kvue.com/story/news/crime/2015/05/17/multiple-fatalities-in-shooting-between-biker-gangs-in-waco/27497831/||http://www.kxxv.com/story/29085892/police-respond-to-shooting-between-biker-gangs-at-restaurant||http://www.kcentv.com/story/29102645/7-still-in-hospital-after-twin-peaks-shooting-more-arrests-likely||http://www.kwtx.com/news/local/headlines/Waco-Shooting-Near-Twin-Peaks-In-Waco-304043711.html||http://www.wacotrib.com/news/twin-peaks-biker-shooting/tensions-rise-during-hearing-in-twin-peaks-shootout-case/article_134bd989-10bd-5966-8fff-de0c988d8369.html,,22.0
+853756,2017-05-27,Mississippi,Bogue Chitto,2871 Lee Dr,8,1,http://www.gunviolencearchive.org/incident/853756,http://www.bradfordera.com/news/nation/mississippi-man-indicted-in-shooting-deaths-of-people/article_cba8f322-f18c-5c80-8495-9594d73da942.html,False,3.0,0::Unknown,0::Unknown,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Child Involved Incident||Child killed (not child shooter)||Officer Involved Incident||Officer Involved Shooting - Officer killed||Officer Involved Shooting - subject/suspect/perpetrator shot||Spree Shooting (multiple victims, multiple locations)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Domestic Violence||Armed robbery with injury/death and/or evidence of DGU found||Kidnapping/abductions/hostage",31.4109,,-90.4609,1.0,"1658 Coopertown Road, Brookhaven
+
+
+
+312 East Lincoln Road, Brookhaven",0::36||1::55||2::53||3::35||4::18||5::11||6::45||7::46||8::35,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Child 0-11||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Female||2::Female||3::Female||5::Male||6::Male||7::Female||8::Male,0::Deputy William Durr||1::Barbara Mitchell||2::Brenda May||3::Tocarra May||4::Jordan Blackwell||5::Austin Edwards||6::Ferral Burage||7::Shelia Burage||8::Willie Cory Godbolt,,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Injured, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Subject-Suspect,http://kron4.com/2017/05/28/deputy-sheriff-7-others-dead-after-mass-shooting-in-mississippi/||http://www.dailyleader.com/2017/05/28/bogue-chitto-man-captured-suspect-in-multiple-shooting-deaths-overnight-including-lincoln-county-officer/||http://www.wapt.com/article/8-people-killed-including-lincoln-county-deputy-suspect-captured/9943221||http://wjtv.com/2017/05/28/developing-learning-more-about-the-8-victims-killed-in-lincoln-county-shooting-spree/||http://www.bradfordera.com/news/nation/mississippi-man-indicted-in-shooting-deaths-of-people/article_cba8f322-f18c-5c80-8495-9594d73da942.html,53.0,39.0
+456893,2015-12-02,California,San Bernardino,1365 South Waterman Avenue,16,19,http://www.gunviolencearchive.org/incident/456893,http://www.latimes.com/local/lanow/la-me-ln-san-bernardino-shooting-victims-htmlstory.html,False,31.0,0::Not-stolen||1::Not-stolen||2::Not-stolen||3::Not-stolen,0::223 Rem [AR-15]||1::223 Rem [AR-15]||2::9mm||3::9mm,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Terrorism Involvement||Workplace shooting (disgruntled employee)",34.0758,Inland Regional Center,-117.277,4.0,"Second Location [police v shooter] 1700 block of East San Bernardino Avenue
+
+
+
+AR15type per ATF DPMS AR15 and S&W M&P15, Llama pistol, S&W pistol",0::42||1::58||2::52||3::37||4::40||5::27||6::45||7::46||8::26||9::60||10::46||11::27||12::31||13::50||15::42||16::31||17::27||18::55||19::24||20::22||35::27||36::28,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||26::Adult 18+||27::Adult 18+||28::Adult 18+||29::Adult 18+||30::Adult 18+||31::Adult 18+||32::Adult 18+||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+,0::Male||1::Male||3::Male||4::Male||5::Female||6::Male||7::Female||8::Female||9::Male||10::Male||11::Female||12::Female||13::Male||14::Male||15::Female||16::Female||17::Female||18::Male||19::Male||20::Female||21::Female||35::Female||36::Male,0::Larry Daniel Kaufman||1::Damian Meins||2::Nicholas Thalasinos||3::Michael Raymond Wetzel||4::Robert Adams||5::Yvette Velasco||6::Shannon Johnson||7::Bennetta Bet-Badal||8::Aurora Godoy||9::Isaac Amanios||10::Harry Bowman||11::Sierra Clayborn||12::Tin Nguyen||13::Juan Espinoza||14::Officer Nicholas Koahou||15::Anies Kondoker||16::Amanda Gaspard||17::Denise Peraza||18::Patrick Baccari||19::Kevin Ortiz||20::Jennifer Stevens||21::Julie Swann-Paez||35::Tashfeen Malik||36::Syed Rizwan Farook,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Injured||15::Injured||16::Injured||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||35::Killed||36::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Subject-Suspect||36::Subject-Suspect,http://www.sbsun.com/general-news/20151202/14-dead-21-injured-in-san-bernardino-mass-shooting-2-suspects-killed?source=most_viewed||http://www.latimes.com/local/lanow/la-me-ln-san-bernardino-shooting-victims-htmlstory.html,40.0,23.0
+930569,2017-09-10,Texas,Plano,1712 West Spring Creek Parkway,9,1,http://www.gunviolencearchive.org/incident/930569,http://www.fox4news.com/news/plano-gunman-extremely-drunk-at-time-of-mass-shooting,False,3.0,0::Unknown,0::Unknown,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||House party||Domestic Violence||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",33.056,,-96.7261,1.0,Dallas Cowboy watch party; Suspect's BAC 4x over legal limit,0::27||1::33||2::22||3::24||4::29||5::31||6::28||7::25||8::25||9::32,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+,0::Female||1::Male||2::Male||3::Female||4::Male||5::Male||6::Female||7::Male||8::Female||9::Male,0::Meredith Lane Hight||1::Anthony Michael Cross||2::Darryl William Hawkins||3::Oliva Nicole Deffner||4::James Richard Dunlop||5::Rion Christopher Morgan||6::Myah Sade Bass||7::Caleb Seth Edwards||8::Carly Paige Shockey||9::Spencer James Hight,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Injured||9::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Subject-Suspect,http://www.nbcdfw.com/news/local/8-People-Killed-Inside-a-Plano-Home-Suspect-Killed-by-Police-443635723.html||http://www.wfaa.com/news/8-dead-after-shooting-in-a-plano-home/473181754||http://www.nbcdfw.com/news/local/Identity-of-Plano-Gunman-Victims-Confirmed-by-Investigators-Tuesday-444044423.html||http://cbsaustin.com/news/local/texas-gunman-who-killed-8-first-looked-for-wife-at-her-work||http://www.fox4news.com/news/plano-gunman-extremely-drunk-at-time-of-mass-shooting,67.0,8.0

decision_making/daily/regression/Gun_Violence_Data_B2/test_001.csv

@@ -0,0 +1,8 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+423223,2015-10-01,Oregon,Roseburg,1140 Umpqua College Rd,10,9,http://www.gunviolencearchive.org/incident/423223,http://www.kval.com/news/local/Nine-wounded-victims-in-UCC-Umpqua-Community-College-shooting-Mercy-Medical-Roseburg-Oregon-330413951.html,False,4.0,0::Unknown||1::Unknown||2::Unknown||3::Unknown||4::Unknown||5::Unknown,0::223 Rem [AR-15]||1::Handgun||2::Handgun||3::Handgun||4::Handgun||5::Handgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator suicide at standoff||School Incident||School Shooting - university/college||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",43.2628,Umpqua Community College,-123.28,6.0,shots fired at Snyder Hall around 10:30 a.m. 7-10 confirmed dead CBS reporting 13 dead via AG,0::19||1::18||2::59||3::18||4::33||5::67||6::44||7::20||8::18||9::18||10::30||11::16||12::34||13::19||15::17||18::26,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Teen 12-17||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Teen 12-17||18::Adult 18+,0::Female||1::Male||2::Female||3::Male||4::Male||5::Male||6::Female||7::Male||8::Female||9::Female||10::Male||11::Female||12::Female||13::Female||18::Male,0::Lucero Alcaraz||1::Quinn Glen Cooper||2::Kim Saltmarsh Dietz||3::Lucas Eibel||4::Jason Dale Johnson||5::Lawrence Levine||6::Sarena Dawn Moore||7::Treven Taylor Anspach||8::Rebecka Ann Carnes||9::Anastasia Boylan||10::Chris Mintz||11::Cheyeanne Fitzgerald||12::Amber McMurtrey||13::Julie Woodworth||18::Chris Harper Mercer,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Injured||10::Injured||11::Injured||12::Injured||13::Injured||14::Injured||15::Injured||16::Injured||17::Injured||18::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Subject-Suspect,http://www.statesmanjournal.com/story/news/2015/10/01/shooting-reported-umpqua-community-college/73154132/||http://www.komonews.com/news/local/Reports-Active-shooter-at-Roseburg-Ore-community-college-330287931.html||http://www.kval.com/news/local/Nine-wounded-victims-in-UCC-Umpqua-Community-College-shooting-Mercy-Medical-Roseburg-Oregon-330413951.html,7.0,4.0
+359830,2015-06-17,South Carolina,Charleston,110 Calhoun Street,9,0,http://www.gunviolencearchive.org/incident/359830,http://7online.com/news/charleston-shooting-suspect-tried-killing-self-after-shooting-victims-son-says/797301/,False,1.0,0::Unknown,0::45 Auto,"Shot - Dead (murder, accidental, suicide)||Suicide - Attempt||Attempted Murder/Suicide (one variable unsuccessful)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Hate crime",32.7876,Mother Emanuel AME Church,-79.9332,1.0,"at least 8 dead, more inj Black church, white shooter
+
+
+
+12:50am Mayor says 9 killed, 1 injured Rev. Pickney was a SC senator, tried to kill self, out of ammo",0::41||1::26||2::74||3::54||4::46||5::70||6::87||7::45||8::59||9::21,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+,0::Male||1::Male||2::Male||3::Female||4::Female||5::Female||6::Female||7::Female||8::Female||9::Male,"0::Rev. Clementa Pinckney||1::Tywanza Sanders||2::Reverend Dr. Daniel Simmons, Sr||3::Cynthia Hurd||4::Sharonda Coleman-Singleton||5::Ethel Lance||6::Susie Jackson||7::Depayne Middleton||8::Mira Thompson||9::Dylann Storm Roof",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Arrested,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Subject-Suspect,http://abc11.com/news/charleston-sc-police-respond-to-shooting-at-church/791511/||http://www.postandcourier.com/article/20150617/PC16/150619408/1180/reports-eight-people-shot-downtown||http://myfox8.com/2015/06/18/sc-senator-killed-in-charleston-church-shooting/||http://www.postandcourier.com/article/20150618/PC16/150619390||http://7online.com/news/charleston-shooting-suspect-tried-killing-self-after-shooting-victims-son-says/797301/,111.0,42.0
+480366,2013-09-16,District of Columbia,Washington Navy Yard,1336 Isaac Hull Ave,11,3,http://www.gunviolencearchive.org/incident/480366,https://www.washingtonpost.com/local/police-search-for-active-shooter-on-grounds-of-washington-navy-yard-in-southeast-dc/2013/09/16/b1d72b9a-1ecb-11e3-b7d1-7153ad47b549_story.html,False,1.0,0::Unknown||1::Unknown,0::9mm||1::Shotgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",38.873,NAVSEA Building 197,-76.9977,2.0,"Male victim shot in the leg, first female victim shot in the shoulder, second female shot in head (bullet did not pierce her skull) and hand.",0::59||1::53||2::51||3::53||4::62||5::73||6::51||7::50||8::61||9::46||10::58||11::52||15::34,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+,0::Male||1::Male||2::Male||3::Female||4::Female||5::Male||6::Female||7::Male||8::Male||9::Male||10::Male||11::Male||12::Male||13::Female||14::Female||15::Male,0::Michael Arnold||1::Martin Bodrog||2::Arthur Daniels||3::Sylvia Frasier||4::Kathy Gaarde||5::John Roger Johnson||6::Mary Francis Knight||7::Frank Kohler||8::Vishnu Pandit||9::Kenneth Bernard Proctor||10::Gerald Read||11::Richard Michael Ridgell||12::Officer Scott Williams||15::Aaron Alexis,15::Co-worker,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||9::Killed||10::Killed||12::Injured||13::Injured||14::Injured||15::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Subject-Suspect,http://www.nbcwashington.com/news/local/Confirmed-Shooter-at-Navy-Yard-One-Person-Shot-223897891.html||https://www.washingtonpost.com/local/police-search-for-active-shooter-on-grounds-of-washington-navy-yard-in-southeast-dc/2013/09/16/b1d72b9a-1ecb-11e3-b7d1-7153ad47b549_story.html,,

decision_making/daily/regression/Gun_Violence_Data_B2/test_002.csv

@@ -0,0 +1,4 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+980577,2017-11-05,Texas,Sutherland Springs,216 4th St,27,20,http://www.gunviolencearchive.org/incident/980577,http://abc7.com/full-list-of-texas-church-shooting-victims-identified/2607282/,False,28.0,0::Unknown||1::Unknown||2::Unknown||3::Unknown,0::223 Rem [AR-15]||1::Rifle||2::9mm||3::22 LR,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Institution/Group/Business||Child Involved Incident||Child killed (not child shooter)||Child injured (not child shooter)||Defensive Use||Defensive Use - Crime occurs, victim shoots subject/suspect/perpetrator||Defensive Use - Good Samaritan/Third Party||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Shootout (where VENN diagram of shooters and victims overlap)||Domestic Violence||Possession of gun by felon or prohibited person||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",29.2733,First Baptist Church,-98.0564,4.0,"open fire during church service, intend dv, former military Shooter likely self inflict after DGU shootout; poss 4 guns recover",0::14||1::7||2::5||3::30||4::58||5::60||6::36||7::36||8::1||9::11||10::9||11::13||12::51||13::56||14::71||15::16||16::51||17::51||18::77||19::68||20::58||21::56||22::33||23::64||24::66||25::62||26::3||28::73||29::5||34::34||38::18||46::26,0::Teen 12-17||1::Child 0-11||2::Child 0-11||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Child 0-11||9::Child 0-11||10::Child 0-11||11::Teen 12-17||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Teen 12-17||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||22::Adult 18+||23::Adult 18+||24::Adult 18+||25::Adult 18+||26::Child 0-11||27::Adult 18+||28::Adult 18+||29::Child 0-11||30::Adult 18+||31::Child 0-11||32::Child 0-11||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+||37::Adult 18+||38::Adult 18+||39::Adult 18+||40::Child 0-11||41::Child 0-11||46::Adult 18+,0::Female||1::Female||2::Female||3::Female||4::Female||5::Male||6::Female||7::Male||8::Female||9::Female||10::Female||11::Male||12::Male||13::Female||14::Female||15::Female||16::Male||17::Female||18::Male||19::Female||20::Male||21::Female||22::Female||23::Male||24::Female||25::Male||26::Male||27::Male||28::Female||29::Male||30::Male||31::Female||32::Male||33::Female||34::Male||35::Male||36::Female||37::Male||38::Male||39::Female||41::Female||46::Male,0::Annabelle Renee Pomeroy||1::Emily Garcia||2::Brooke Ward||3::Joann Ward||4::Karla Holcombe||5::Bryan Holcombe||6::Crystal Holcombe||7::Marc Daniel Holcombe||8::Noah Holcombe||9::Emily Hill||10::Megan Hill||11::Greg Hill||12::Richard Rodriguez||13::Peggy Lynn Warden||14::Lula White||15::Haley Krueger||16::Robert Corrigan||17::Shani Corrigan||18::Dennis Johnson Jr||19::Sara Johnson||20::R Scott Marshall||21::Karen Marshall||22::Tara McNulty||23::Richard Rodriguez||24::Theresa Rodriguez||25::Keith Allen Warden||27::John Holcombe||28::Farida Brown||29::Ryland Ward||30::David Colbath||31::Hailey McNulty||32::James McNulty||33::Rosa Solis||34::Kris Workman||35::Joaquin Ramirez||36::Debbie Braden||37::Bob Braden||38::Zachary Poston||39::Julie Workman||46::Devin Patrick Kelley,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Killed||18::Killed||19::Killed||20::Killed||21::Killed||22::Killed||23::Killed||24::Killed||25::Killed||26::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||34::Injured||35::Injured||36::Injured||37::Injured||38::Injured||39::Injured||40::Injured||41::Injured||42::Injured||43::Injured||44::Injured||45::Injured||46::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Subject-Suspect,http://13wham.com/news/nation-world/multiple-injuries-reported-at-a-church-shooting-in-sutherland-springs-tex||http://www.firstcoastnews.com/news/witnesses-several-people-shot-at-church-in-sutherland-springs/489259694||https://www.ksat.com/news/shooting-sutherland-springs-church-gunfire-mass-shooting-airlife||https://www.wilsoncountynews.com/news/2017-11-01/Breaking/Multiple_fatalities_reported_in_Sutherland_Springs.html||http://breaking911.com/breaking-active-shooter-reported-texas-church-multiple-casualties/||http://www.chron.com/news/houston-texas/houston/article/26-slaughtered-at-texas-church-12334212.php||https://heavy.com/news/2017/11/sutherland-springs-texas-church-shooting-victims-list-names-photos-pictures/||http://www.mailtribune.com/zz/news/20171106/relative-pregnant-woman-3-children-in-laws-among-slain-in-texas||http://abc7.com/full-list-of-texas-church-shooting-victims-identified/2607282/,44.0,21.0
+1049217,2018-02-14,Florida,Pompano Beach (Parkland),5901 Pine Island Rd,17,17,http://www.gunviolencearchive.org/incident/1049217,http://www.orlandosentinel.com/news/fl-florida-school-shooting-wounded-list-20180307-story.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+orlandosentinel%2Fnews%2Flocal%2Fstate+%28OrlandoSentinel.com+-+State+News%29&utm_content=Yahoo+Sear,False,22.0,0::Not-stolen||1::Not-stolen,0::223 Rem [AR-15]||1::Handgun,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||School Incident||School Shooting - elementary/secondary school||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",26.3045,Marjory Stoneman Douglas High School,-80.2694,2.0,"Freshman Building, legal S&W M&P 15 and multiple others incl handgun, shotguns, rifles",0::35||1::14||2::17||3::37||4::14||5::15||6::49||7::15||8::14||9::14||10::17||11::14||12::14||13::16||14::18||15::15||16::17||17::18||20::15||21::15||22::17||23::18||24::15||33::50||34::19,0::Adult 18+||1::Teen 12-17||2::Teen 12-17||3::Adult 18+||4::Teen 12-17||5::Teen 12-17||6::Adult 18+||7::Teen 12-17||8::Teen 12-17||9::Teen 12-17||10::Teen 12-17||11::Teen 12-17||12::Teen 12-17||13::Teen 12-17||14::Adult 18+||15::Teen 12-17||16::Teen 12-17||17::Adult 18+||18::Teen 12-17||19::Teen 12-17||20::Teen 12-17||21::Teen 12-17||22::Teen 12-17||23::Adult 18+||24::Teen 12-17||25::Teen 12-17||26::Teen 12-17||27::Teen 12-17||28::Teen 12-17||29::Teen 12-17||30::Teen 12-17||31::Teen 12-17||32::Teen 12-17||33::Adult 18+||34::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Female||5::Female||6::Male||7::Male||8::Female||9::Female||10::Male||11::Female||12::Male||13::Female||14::Female||15::Male||16::Female||17::Female||18::Male||19::Female||20::Male||21::Male||22::Female||23::Female||24::Male||25::Female||26::Female||27::Male||28::Female||29::Male||30::Female||31::Male||32::Female||33::Female||34::Male,"0::Scott Beigel||1::Martin Duque Anguiano||2::Nicholas Dworet||3::Aaron Feis||4::Jaime Guttenberg||5::Alyssa Alhadeff||6::Christopher Hixon||7::Luke Hoyer||8::Cara Loughran||9::Gina Montalto||10::Joaquin Oliver||11::Alaina Petty||12::Alexander Schachter||13::Carmen Schentrup||14::Meadow Pollack||15::Peter Wang||16::Helena Ramsay||17::Madeleine ""Maddy"" Wilford||18::Benjamin Wikander||19::Samantha Grady||20::Anthony Borges||21::Kyle Laman||22::Daniela Menescal||23::Samantha Fuentes||24::Alexander Dworet||25::Isabel Chequer||26::Ashley Baez||27::Justin Colton||28::Marian Kabachenko||29::Kheshava Managapuram||30::Samantha Mayor||31::William Olson||32::Genesis Valentin||33::Stacey Lynn Lippel||34::Nikolas Cruz",,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||26::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||34::Unharmed, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Subject-Suspect,http://cbs12.com/news/local/shooting-at-marjory-stoneman-douglas-high-school-in-parkland||https://www.nbcmiami.com/news/local/Police-Respond-Marjory-Stoneman-Douglas-High-School-Parkland-474078423.html||https://wsvn.com/news/local/bso-17-dead-in-marjory-stoneman-douglas-high-school-shooting/||http://www.tampabay.com/news/publicsafety/The-victims-of-the-Parkland-school-shooting_165511796||https://www.washingtonpost.com/news/early-lead/wp/2018/02/15/he-died-a-hero-assistant-football-coach-among-17-dead-in-florida-school-shooting/?utm_term=.7ce00824b6f4||https://app.box.com/s/gp6409mm7xy3pefqn09jxb4b97hpmobw/file/278209857412||https://app.box.com/s/gp6409mm7xy3pefqn09jxb4b97hpmobw/file/278209857412||http://kticradio.com/abc_national/florida-school-shooting-suspect-had-access-to-10-firearms-including-ak47-variant-abcid36036340/||http://www.orlandosentinel.com/news/fl-florida-school-shooting-wounded-list-20180307-story.html?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+orlandosentinel%2Fnews%2Flocal%2Fstate+%28OrlandoSentinel.com+-+State+News%29&utm_content=Yahoo+Sear,96.0,29.0
+577157,2016-06-12,Florida,Orlando,1912 S Orange Avenue,50,53,http://www.gunviolencearchive.org/incident/577157,https://www.reuters.com/article/us-orlando-shooting-idUSKBN1901CK,False,5.0,0::Not-stolen||1::Not-stolen,0::223 Rem [AR-15]||1::9mm,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Bar/club incident - in or around establishment||Hate crime||Terrorism Involvement||Kidnapping/abductions/hostage||Concealed Carry License - Perpetrator||Assault weapon (AR-15, AK-47, and ALL variants defined by law enforcement)",28.5195,Pulse,-81.3767,2.0,Names are coming in sporadically and every effort is being made to verify before listing.,0::34||1::23||2::20||3::22||4::36||5::22||6::22||7::37||8::30||9::29||10::32||11::21||12::25||13::35||14::50||15::25||16::33||17::37||18::26||19::35||20::25||21::31||22::26||23::25||24::30||25::40||26::32||27::19||28::21||29::37||30::39||31::33||32::25||33::24||34::31||35::25||36::25||37::24||38::27||39::33||40::49||41::24||42::32||43::28||44::27||45::41||46::29||47::18||48::25||51::26||52::27||54::30||56::25||58::25||59::20||60::20||63::32||64::26||67::27||68::30||71::29||72::37||74::19||77::19||78::30||102::29,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||22::Adult 18+||23::Adult 18+||24::Adult 18+||25::Adult 18+||26::Adult 18+||27::Adult 18+||28::Adult 18+||29::Adult 18+||30::Adult 18+||31::Adult 18+||32::Adult 18+||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+||37::Adult 18+||38::Adult 18+||39::Adult 18+||40::Adult 18+||41::Adult 18+||42::Adult 18+||43::Adult 18+||44::Adult 18+||45::Adult 18+||46::Adult 18+||47::Adult 18+||48::Adult 18+||49::Adult 18+||50::Adult 18+||51::Adult 18+||52::Adult 18+||53::Adult 18+||54::Adult 18+||55::Adult 18+||56::Adult 18+||57::Adult 18+||58::Adult 18+||59::Adult 18+||60::Adult 18+||61::Adult 18+||62::Adult 18+||63::Adult 18+||64::Adult 18+||65::Adult 18+||66::Adult 18+||67::Adult 18+||68::Adult 18+||69::Adult 18+||70::Adult 18+||71::Adult 18+||72::Adult 18+||73::Adult 18+||74::Adult 18+||75::Adult 18+||76::Adult 18+||77::Adult 18+||78::Adult 18+||79::Adult 18+||80::Adult 18+||81::Adult 18+||82::Adult 18+||83::Adult 18+||84::Adult 18+||85::Adult 18+||86::Adult 18+||87::Adult 18+||88::Adult 18+||89::Adult 18+||90::Adult 18+||91::Adult 18+||92::Adult 18+||93::Adult 18+||94::Adult 18+||95::Adult 18+||96::Adult 18+||97::Adult 18+||98::Adult 18+||99::Adult 18+||100::Adult 18+||101::Adult 18+||102::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Male||7::Female||8::Female||9::Male||10::Female||11::Male||12::Male||13::Male||14::Male||15::Female||16::Male||17::Male||18::Female||19::Male||20::Male||21::Male||22::Male||23::Male||24::Male||25::Male||26::Male||27::Male||28::Male||29::Male||30::Male||31::Male||32::Male||33::Male||34::Male||35::Male||36::Male||37::Male||38::Female||39::Male||40::Female||41::Female||42::Male||43::Male||44::Male||45::Male||46::Male||47::Female||48::Male||49::Female||50::Male||51::Male||52::Male||53::Male||54::Male||55::Male||56::Male||57::Female||58::Male||59::Female||60::Female||61::Male||62::Male||63::Male||64::Male||65::Female||66::Male||67::Male||68::Male||69::Male||70::Male||71::Male||72::Male||73::Female||74::Female||75::Male||76::Female||102::Male,"0::Edward Sotomayor Jr||1::Stanley Almodovar III||2::Luis Omar Ocasio-Capo||3::Juan Ramon Guerrero||4::Eric I Ortiz-Rivera||5::Peter O. Gonzalez-Cruz||6::Luis S. Vielma||7::Kimberly KJ Morris||8::Eddie Jamoldroy Justice||9::Darryl Roman Burt II||10::Deonka Deidra Drayton||11::Alejandro Barrios Martinez||12::Anthony Luis Laureanodisla||13::Jean Carlos Mendez Perez||14::Franky Jimmy Dejesus Velazquez||15::Amanda Alvear||16::Martin Benitez Torres||17::Luis Daniel Wilson-Leon||18::Mercedez Marisol Flores||19::Xavier Emmanuel Serrano Rosado||20::Gilberto Ramon Silva Menendez||21::Simon Adrian Carrillo Fernandez||22::Oscar A Aracena-Montero||23::Enrique L. Rios, Jr.||24::Miguel Angel Honorato||25::Javier Jorge-Reyes||26::Joel Rayon Paniagua||27::Jason Benjamin Josaphat||28::Cory James Connell||29::Juan P. Rivera Velazquez||30::Luis Daniel Conde||31::Shane Evan Tomlinson||32::Juan Chevez-Martinez||33::Christopher Joseph Sanfeliz||34::Jerald Arthur Wright||35::Leroy Valentin Fernandez||36::Tevin Eugene Crosby||37::Jonathan Antonio Camuy Vega||38::Jean C. Nives Rodriguez||39::Rodolfo Ayala-Ayala||40::Brenda Lee Marquez McCool||41::Yilmary Rodriguez Sulivan||42::Christopher Andrew Leinonen||43::Angel L. Candelario-Padro||44::Frank Hernandez||45::Paul Terrell Henry||46::Antonio Davon Brown||47::Akyra Monet Murray||48::Geraldo A. Ortiz-Jimenez||49::Marissa Delgado||50::Officer Michael Napolitano||51::Angel Colon||52::Rodney Sumter Jr||53::Keon Carter||54::Brand White||55::Brett Rigas||56::Chris Littlestar||57::Paula Blanco||58::Answai Bennett||59::Patience Carter||60::Tiara Parker||61::Javier Nava Coria||62::Jose ""Junior"" Martinez||63::Angel Santiago||64::Norman Casiano||65::Laura Vargas||66::Bryan Lopez||67::Brandon Wolf||68::Felipe Marrero||69::Fred Johnson||70::William Borges||71::Miguel Leiva||72::Jeffrey Rodriguez||73::Amanda Grau||75::Leonel Melendez||76::Ilka Reyes||77::Kaliesha Andino||78::Juan Jose Cufino||79::31||80::32||81::33||82::34||83::35||84::36||85::37||86::38||87::39||88::40||89::41||90::42||91::43||92::44||93::45||94::46||95::47||96::48||97::49||98::50||99::51||100::52||101::53||102::Omar Mir Seddique Mateen",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Killed||15::Killed||16::Killed||17::Killed||18::Killed||19::Killed||20::Killed||21::Killed||22::Killed||23::Killed||24::Killed||25::Killed||26::Killed||27::Killed||28::Killed||29::Killed||30::Killed||31::Killed||32::Killed||33::Killed||34::Killed||35::Killed||36::Killed||37::Killed||38::Killed||39::Killed||40::Killed||41::Killed||42::Killed||43::Killed||44::Killed||45::Killed||46::Killed||47::Killed||48::Killed||49::Injured||50::Injured||51::Injured||52::Injured||53::Injured||54::Injured||55::Injured||56::Injured||57::Injured||58::Injured||59::Injured||60::Injured||61::Injured||62::Injured||63::Injured||64::Injured||65::Injured||66::Injured||67::Injured||68::Injured||69::Injured||70::Injured||71::Injured||72::Injured||73::Injured||74::Injured||75::Injured||76::Injured||77::Injured||78::Injured||79::Injured||80::Injured||81::Injured||82::Injured||83::Injured||84::Injured||85::Injured||86::Injured||87::Injured||88::Injured||89::Injured||90::Injured||91::Injured||92::Injured||93::Injured||94::Injured||95::Injured||96::Injured||97::Injured||98::Injured||99::Injured||100::Injured||101::Injured||102::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Victim||36::Victim||37::Victim||38::Victim||39::Victim||40::Victim||41::Victim||42::Victim||43::Victim||44::Victim||45::Victim||46::Victim||47::Victim||48::Victim||49::Victim||50::Victim||51::Victim||52::Victim||53::Victim||54::Victim||55::Victim||56::Victim||57::Victim||58::Victim||59::Victim||60::Victim||61::Victim||62::Victim||63::Victim||64::Victim||65::Victim||66::Victim||67::Victim||68::Victim||69::Victim||70::Victim||71::Victim||72::Victim||73::Victim||74::Victim||75::Victim||76::Victim||77::Victim||78::Victim||79::Victim||80::Victim||81::Victim||82::Victim||83::Victim||84::Victim||85::Victim||86::Victim||87::Victim||88::Victim||89::Victim||90::Victim||91::Victim||92::Victim||93::Victim||94::Victim||95::Victim||96::Victim||97::Victim||98::Victim||99::Victim||100::Victim||101::Victim||102::Subject-Suspect,http://www.cityoforlando.net/police/mass-shooting-at-orlandos-pulse-nightclub/||http://www.wesh.com/news/multiple-shots-reported-at-downtown-orlando-nightclub/40017844||http://www.cityoforlando.net/police/pulse-nightclub-shooting-june-13-2016-update/||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-shooting-police-response-20160625-story.html||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-orlando-shooting-survivors-hostage-20160614-story.html||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-adrian-lopez-went-back-inside-20160622-story.html#nt=oft03a-1gp2||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/os-pulse-survivors-hospital-reunion-20160619-story.html#nt=oft03a-1gp3||http://www.orlandosentinel.com/news/pulse-orlando-nightclub-shooting/la-na-orlando-nightclub-restroom-survivors-20160614-snap-story.html||http://www.local10.com/news/man-shot-4-times-in-orlando-nightclub-massacre-crawled-over-bodies-to-escape||http://www.local10.com/news/south-florida-woman-critically-injured-in-orlando-nightclub-massacre||http://www.abcactionnews.com/news/region-tampa/tampa-resident-amanda-grau-was-wounded-at-pulse-nightclub-in-orlando||http://www.nydailynews.com/news/national/survivor-recalls-horror-pulse-nightclub-massacre-orlando-article-1.2673307||http://www.cityoforlando.net/police/pulse-nightclub-shooting-june-13-2016-update/||http://www.telegram.com/news/20160614/leominster-native-jeffrey-rodriguez-survived-orlando-shooting||http://www.local10.com/news/orlando-nightclub-shooting/pulse-shooting-recorded-by-miami-man-hiding-in-bathroom||http://www.adn.com/alaska-news/nation-world/2016/06/15/for-orlando-homicide-detective-a-mass-shooting-turns-personal/||http://www.wftv.com/news/pulse-shooting/orlando-nightclub-shooting-victim-a-stranger-saved-my-life/341196896||http://www.local10.com/news/florida/orlando-massacre-survivors-trying-to-heal-physically-mentally||http://www.wflx.com/story/32252962/the-latest-pulse-shooting-victim-named-honorary-firefighter||http://www.wwltv.com/news/local/local-orlando-shooting-victim-writes-facebook-message/280367545||http://www.wftv.com/news/local/i-thank-god-im-here-but-its-not-easy-pulse-survivor-says/428450590||https://www.reuters.com/article/us-orlando-shooting-idUSKBN1901CK,47.0,12.0

decision_making/daily/regression/Gun_Violence_Data_B2/test_003.csv

@@ -0,0 +1,4 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+104618,2014-02-07,Ohio,Defiance,25200 block of Bowman Road,4,0,http://www.gunviolencearchive.org/incident/104618,http://www.toledoblade.com/Police-Fire/2014/02/07/Murder-weapon-recovered-from-scene-of-triple-murder-suicide-in-Defiance-County,False,5.0,,,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence||Brandishing/flourishing/open carry/lost/found",41.2236,,-84.339,,Appears to be a murder/suicide at this time.,0::61||1::42||2::15,0::Adult 18+||1::Adult 18+||2::Teen 12-17||3::Adult 18+,0::Female||1::Female||2::Female||3::Male,0::Christine Garza||1::Zoila Garza||2::Rebecca Garza||3::Robert Garza Sr,3::Family,0::Killed||1::Killed||2::Killed||3::Killed,0::Victim||1::Victim||2::Victim||3::Subject-Suspect,"http://www.chicagotribune.com/news/sns-rt-us-usa-crime-ohio-20140206,0,5711965.story||http://www.toledoblade.com/Police-Fire/2014/02/07/Murder-weapon-recovered-from-scene-of-triple-murder-suicide-in-Defiance-County",82.0,1.0
+278651,2015-01-14,Florida,East Palatka,185 S Us Highway 17,3,0,http://www.gunviolencearchive.org/incident/278651,http://www.wesh.com/news/deputies-3-dead-after-murdersuicide-shooting-in-putnam-county/30713944,False,6.0,,,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide",29.6432,,-81.6078,,,0::38||1::40||2::30,0::Adult 18+||1::Adult 18+||2::Adult 18+,0::Female||1::Male||2::Male,0::Detret Latrell Burley||1::Travis Lavearl Hall||2::Johnny Stephenodonta Kemp,,0::Killed||1::Killed||2::Killed,0::Victim||1::Victim||2::Subject-Suspect,http://www.wesh.com/news/deputies-3-dead-after-murdersuicide-shooting-in-putnam-county/30713944,19.0,6.0
+565244,2016-05-15,Georgia,Moultrie,Rossman Dairy Road,5,0,http://www.gunviolencearchive.org/incident/565244,http://www.wctv.tv/content/news/Indictments-handed-down-to-Jeffrey-Peacock-in-quintuple-murder-416724493.html,False,8.0,0::Unknown,0::Unknown,"Shot - Dead (murder, accidental, suicide)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)",31.2124,,-83.8518,1.0,"vics shot, house set on fire to cover up",0::21||1::20||2::21||3::21||4::22||5::25,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+,0::Male||1::Female||2::Male||3::Male||4::Male||5::Male,0::Jonathan Edwards||1::Alicia Norman||2::Reid Williams||3::Jones Pidcock||4::Jordan Croft||5::Jeffrey Alan Peacock,,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Unharmed, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Subject-Suspect,http://www.wtxl.com/news/found-dead-in-moultrie-house-fire-were-shot-and-killed/article_78cef5f8-1e0a-11e6-a2e2-d33d011dc25b.html||http://www.wctv.tv/content/news/Indictments-handed-down-to-Jeffrey-Peacock-in-quintuple-murder-416724493.html,171.0,11.0

decision_making/daily/regression/Gun_Violence_Data_B2/test_004.csv

@@ -0,0 +1,4 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+225568,2014-11-28,Illinois,Chicago,3100 block of West 64th Street,1,2,http://www.gunviolencearchive.org/incident/225568,http://chicago.cbslocal.com/2014/11/29/police-3-dead-11-injured-in-thanksgiving-weekend-shootings/,False,7.0,,,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)",41.7772,,-87.7006,,"1 boy killed, 2 wounded in afternoon shooting.",0::16||1::16||2::14,0::Teen 12-17||1::Teen 12-17||2::Teen 12-17,0::Male||1::Male||2::Male,0::Jahkel Clark,,0::Killed||1::Injured||2::Injured,0::Victim||1::Victim||2::Victim,http://chicago.cbslocal.com/2014/11/28/teen-boy-16-killed-in-south-side-shooting/||http://chicago.cbslocal.com/2014/11/29/police-3-dead-11-injured-in-thanksgiving-weekend-shootings/,1.0,1.0
+1019128,2017-12-31,California,West Sacramento,1050 W Capitol Ave,3,0,http://www.gunviolencearchive.org/incident/1019128,http://fox40.com/2018/01/01/community-in-shock-after-police-say-father-took-the-lives-of-his-two-daughters-then-his-own/,False,6.0,0::Unknown,0::Unknown,"Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Domestic Violence",38.5839,Casa Mobile Home Park,-121.523,1.0,"shot daughters Sophia and Sara, then self",0::9||1::12||2::47,0::Child 0-11||1::Teen 12-17||2::Adult 18+,0::Female||1::Female||2::Male,,2::Family,0::Killed||1::Killed||2::Killed,0::Victim||1::Victim||2::Subject-Suspect,http://fox40.com/2018/01/01/community-in-shock-after-police-say-father-took-the-lives-of-his-two-daughters-then-his-own/,7.0,6.0
+342353,2015-05-18,Texas,Houston,7500 block of North Shepherd,2,0,http://www.gunviolencearchive.org/incident/342353,http://www.ksat.com/content/pns/ksat/news/2015/05/19/tx-houston-chase-officer-killed.html,False,18.0,0::Unknown||1::Unknown,0::Handgun||1::Shotgun,"Shot - Dead (murder, accidental, suicide)||Shots Fired - No Injuries||Suicide^||Officer Involved Incident||Officer Involved Shooting - Shots fired, no injury||Armed robbery with injury/death and/or evidence of DGU found||Car-jacking||Possession (gun(s) found during commission of other crimes)||Possession of gun by felon or prohibited person",29.8693,,-95.4124,2.0,"Robbery suspect fires at police, carjacks another vehicle, hits and kills a police officer with the vehicle and then shoots himself dead.",0::47||1::33||2::58,0::Adult 18+||1::Adult 18+||2::Adult 18+,0::Male||1::Male||2::Female,0::Officer Richard Martin||1::Jeffrey Ryan Conlin||2::Raquel Padilla,,0::Killed||1::Killed||2::Unharmed,0::Victim||1::Subject-Suspect||2::Victim,http://www.foxnews.com/us/2015/05/18/houston-police-officer-struck-killed-by-fleeing-man-suspect-later-shot-himself/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+foxnews%2Fnational+%28Internal+-+US+Latest+-+Text%29||http://thepolicenews.net/default.aspx?act=Newsletter.aspx&category=News+1-2&newsletterid=53424&menugroup=Home||http://www.ksat.com/content/pns/ksat/news/2015/05/19/tx-houston-chase-officer-killed.html,140.0,6.0

decision_making/daily/regression/Gun_Violence_Data_B2/test_005.csv

@@ -0,0 +1,4 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+298122,2015-02-26,Missouri,Tyrone,18279 Highway H,8,1,http://www.gunviolencearchive.org/incident/298122,http://www.times-standard.com/general-news/20150408/sheriff-missouri-shooter-was-drunk-had-marijuana-in-system,False,8.0,0::Unknown,0::45 Auto,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Suicide^||Murder/Suicide||Spree Shooting (multiple victims, multiple locations)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",37.1956,,-91.9012,1.0,"House 1 [18279]: M F, House 2 [18365]: M F,",0::68||1::50||2::48||3::52||4::47||5::46||6::44||7::67||8::36,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Male||2::Female||3::Male||4::Female||5::Male||6::Female||7::Female||8::Male,0::Darrell Shriver||1::Harold Wayne Aldridge||2::Janell Arlisa Aldridge||3::Garold Dee Aldridge||4::Julie Ann Aldridge||5::Carey Shriver||6::Valirea Shriver||7::Martha Shriver||8::Joseph Jesse Aldridge,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Injured||8::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Subject-Suspect,http://www.stltoday.com/news/local/crime-and-courts/family-members-of-shooter-among-slain-by-missouri-gunman-who/article_ce9f62ae-77fb-5bc8-8acf-7528549a174b.html||http://www.news-leader.com/story/news/local/missouri/2015/02/27/9-shot-dead-at-multiple-crime-scenes-in-rural-missouri/24110945/||http://www.stltoday.com/news/local/crime-and-courts/suspect-may-have-gone-on-missouri-killing-spree-after-finding/article_ce9f62ae-77fb-5bc8-8acf-7528549a174b.html||http://www.kansascity.com/news/state/missouri/article11329577.html||http://ksnt.com/2015/02/28/sheriff-releases-names-of-3-rural-missouri-shooting-victims/||http://www.times-standard.com/general-news/20150408/sheriff-missouri-shooter-was-drunk-had-marijuana-in-system,142.0,33.0
+491265,2013-07-26,Florida,Hialeah,1485 W 46th St,7,0,http://www.gunviolencearchive.org/incident/491265,https://en.wikipedia.org/wiki/2013_Hialeah_shooting,False,25.0,0::Unknown,0::9mm,"Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Concealed Carry License - Perpetrator",25.864,Todel Apartments,-80.3122,1.0,,0::79||1::69||2::33||3::64||4::51||5::17||6::42,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Teen 12-17||6::Adult 18+,0::Male||1::Female||2::Male||3::Male||4::Female||5::Female||6::Male,0::Italo Pisciotti||1::Samira Pisciotti||2::Carlos Javier Gavilanes||3::Patricio Simono||4::Merly S. Niebles||5::Priscilla Perez||6::Pedro Alberto Vargas,6::Mass shooting - Perp Knows Victims,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Subject-Suspect,http://www.miamiherald.com/news/special-reports/hialeah-mass-shooting/article1953794.html||http://www.slate.com/blogs/the_slatest/2013/07/27/pedro_alberto_vargas_florida_gunman_kills_six_people.html||https://en.wikipedia.org/wiki/2013_Hialeah_shooting,110.0,38.0
+341622,2015-05-17,Texas,Waco,4671 S Jack Kultgen Fwy,9,18,http://www.gunviolencearchive.org/incident/341622,http://www.wacotrib.com/news/twin-peaks-biker-shooting/tensions-rise-during-hearing-in-twin-peaks-shootout-case/article_134bd989-10bd-5966-8fff-de0c988d8369.html,False,17.0,,,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator shot||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Bar/club incident - in or around establishment||Gang involvement",31.5039,Twin Peaks Restaurant,-97.129,,"Motorcycle gang fight at Twin Peaks. All dead by gunshot. A few of injured will be from stabbing and will be removed dead 6 Cossacks, 1 Scimitar, 2 Bandidos",0::31||1::65||2::46||3::44||4::43||5::39||6::47||7::40||8::27,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Male||2::Male||3::Male||4::Male||5::Male||6::Male||7::Male||8::Male,"0::Richard Matthew Jordan||1::Jesus Delgado Rodriguez||2::Charles Wayne Russell||3::Daniel Raymond Boyett||4::Wayne Lee Campbell||5::Jacob Lee Rhyne||6::Richard Vencent Kirshner, Jr.||7::Manuel Issac Rodriguez||8::Matthew Mark Smith",,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Injured||10::Injured||11::Injured||12::Injured||13::Injured||14::Injured||15::Injured||16::Injured||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||26::Injured,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim,http://www.kvue.com/story/news/crime/2015/05/17/multiple-fatalities-in-shooting-between-biker-gangs-in-waco/27497831/||http://www.kxxv.com/story/29085892/police-respond-to-shooting-between-biker-gangs-at-restaurant||http://www.kcentv.com/story/29102645/7-still-in-hospital-after-twin-peaks-shooting-more-arrests-likely||http://www.kwtx.com/news/local/headlines/Waco-Shooting-Near-Twin-Peaks-In-Waco-304043711.html||http://www.wacotrib.com/news/twin-peaks-biker-shooting/tensions-rise-during-hearing-in-twin-peaks-shootout-case/article_134bd989-10bd-5966-8fff-de0c988d8369.html,,22.0

decision_making/daily/regression/Gun_Violence_Data_B2/test_006.csv

@@ -0,0 +1,12 @@
+incident_id,date,state,city_or_county,address,n_killed,n_injured,incident_url,source_url,incident_url_fields_missing,congressional_district,gun_stolen,gun_type,incident_characteristics,latitude,location_description,longitude,n_guns_involved,notes,participant_age,participant_age_group,participant_gender,participant_name,participant_relationship,participant_status,participant_type,sources,state_house_district,state_senate_district
+853756,2017-05-27,Mississippi,Bogue Chitto,2871 Lee Dr,8,1,http://www.gunviolencearchive.org/incident/853756,http://www.bradfordera.com/news/nation/mississippi-man-indicted-in-shooting-deaths-of-people/article_cba8f322-f18c-5c80-8495-9594d73da942.html,False,3.0,0::Unknown,0::Unknown,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Child Involved Incident||Child killed (not child shooter)||Officer Involved Incident||Officer Involved Shooting - Officer killed||Officer Involved Shooting - subject/suspect/perpetrator shot||Spree Shooting (multiple victims, multiple locations)||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Domestic Violence||Armed robbery with injury/death and/or evidence of DGU found||Kidnapping/abductions/hostage",31.4109,,-90.4609,1.0,"1658 Coopertown Road, Brookhaven
+
+
+
+312 East Lincoln Road, Brookhaven",0::36||1::55||2::53||3::35||4::18||5::11||6::45||7::46||8::35,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Child 0-11||6::Adult 18+||7::Adult 18+||8::Adult 18+,0::Male||1::Female||2::Female||3::Female||5::Male||6::Male||7::Female||8::Male,0::Deputy William Durr||1::Barbara Mitchell||2::Brenda May||3::Tocarra May||4::Jordan Blackwell||5::Austin Edwards||6::Ferral Burage||7::Shelia Burage||8::Willie Cory Godbolt,,"0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Injured, Arrested",0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Subject-Suspect,http://kron4.com/2017/05/28/deputy-sheriff-7-others-dead-after-mass-shooting-in-mississippi/||http://www.dailyleader.com/2017/05/28/bogue-chitto-man-captured-suspect-in-multiple-shooting-deaths-overnight-including-lincoln-county-officer/||http://www.wapt.com/article/8-people-killed-including-lincoln-county-deputy-suspect-captured/9943221||http://wjtv.com/2017/05/28/developing-learning-more-about-the-8-victims-killed-in-lincoln-county-shooting-spree/||http://www.bradfordera.com/news/nation/mississippi-man-indicted-in-shooting-deaths-of-people/article_cba8f322-f18c-5c80-8495-9594d73da942.html,53.0,39.0
+456893,2015-12-02,California,San Bernardino,1365 South Waterman Avenue,16,19,http://www.gunviolencearchive.org/incident/456893,http://www.latimes.com/local/lanow/la-me-ln-san-bernardino-shooting-victims-htmlstory.html,False,31.0,0::Not-stolen||1::Not-stolen||2::Not-stolen||3::Not-stolen,0::223 Rem [AR-15]||1::223 Rem [AR-15]||2::9mm||3::9mm,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Institution/Group/Business||Officer Involved Incident||Officer Involved Shooting - Officer shot||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||Terrorism Involvement||Workplace shooting (disgruntled employee)",34.0758,Inland Regional Center,-117.277,4.0,"Second Location [police v shooter] 1700 block of East San Bernardino Avenue
+
+
+
+AR15type per ATF DPMS AR15 and S&W M&P15, Llama pistol, S&W pistol",0::42||1::58||2::52||3::37||4::40||5::27||6::45||7::46||8::26||9::60||10::46||11::27||12::31||13::50||15::42||16::31||17::27||18::55||19::24||20::22||35::27||36::28,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+||10::Adult 18+||11::Adult 18+||12::Adult 18+||13::Adult 18+||14::Adult 18+||15::Adult 18+||16::Adult 18+||17::Adult 18+||18::Adult 18+||19::Adult 18+||20::Adult 18+||21::Adult 18+||26::Adult 18+||27::Adult 18+||28::Adult 18+||29::Adult 18+||30::Adult 18+||31::Adult 18+||32::Adult 18+||33::Adult 18+||34::Adult 18+||35::Adult 18+||36::Adult 18+,0::Male||1::Male||3::Male||4::Male||5::Female||6::Male||7::Female||8::Female||9::Male||10::Male||11::Female||12::Female||13::Male||14::Male||15::Female||16::Female||17::Female||18::Male||19::Male||20::Female||21::Female||35::Female||36::Male,0::Larry Daniel Kaufman||1::Damian Meins||2::Nicholas Thalasinos||3::Michael Raymond Wetzel||4::Robert Adams||5::Yvette Velasco||6::Shannon Johnson||7::Bennetta Bet-Badal||8::Aurora Godoy||9::Isaac Amanios||10::Harry Bowman||11::Sierra Clayborn||12::Tin Nguyen||13::Juan Espinoza||14::Officer Nicholas Koahou||15::Anies Kondoker||16::Amanda Gaspard||17::Denise Peraza||18::Patrick Baccari||19::Kevin Ortiz||20::Jennifer Stevens||21::Julie Swann-Paez||35::Tashfeen Malik||36::Syed Rizwan Farook,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Killed||9::Killed||10::Killed||11::Killed||12::Killed||13::Killed||14::Injured||15::Injured||16::Injured||17::Injured||18::Injured||19::Injured||20::Injured||21::Injured||22::Injured||23::Injured||24::Injured||25::Injured||27::Injured||28::Injured||29::Injured||30::Injured||31::Injured||32::Injured||33::Injured||35::Killed||36::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Victim||10::Victim||11::Victim||12::Victim||13::Victim||14::Victim||15::Victim||16::Victim||17::Victim||18::Victim||19::Victim||20::Victim||21::Victim||22::Victim||23::Victim||24::Victim||25::Victim||26::Victim||27::Victim||28::Victim||29::Victim||30::Victim||31::Victim||32::Victim||33::Victim||34::Victim||35::Subject-Suspect||36::Subject-Suspect,http://www.sbsun.com/general-news/20151202/14-dead-21-injured-in-san-bernardino-mass-shooting-2-suspects-killed?source=most_viewed||http://www.latimes.com/local/lanow/la-me-ln-san-bernardino-shooting-victims-htmlstory.html,40.0,23.0
+930569,2017-09-10,Texas,Plano,1712 West Spring Creek Parkway,9,1,http://www.gunviolencearchive.org/incident/930569,http://www.fox4news.com/news/plano-gunman-extremely-drunk-at-time-of-mass-shooting,False,3.0,0::Unknown,0::Unknown,"Shot - Wounded/Injured||Shot - Dead (murder, accidental, suicide)||Officer Involved Incident||Officer Involved Shooting - subject/suspect/perpetrator killed||Mass Murder (4+ deceased victims excluding the subject/suspect/perpetrator , one location)||Mass Shooting (4+ victims injured or killed excluding the subject/suspect/perpetrator, one location)||House party||Domestic Violence||Under the influence of alcohol or drugs (only applies to the subject/suspect/perpetrator )",33.056,,-96.7261,1.0,Dallas Cowboy watch party; Suspect's BAC 4x over legal limit,0::27||1::33||2::22||3::24||4::29||5::31||6::28||7::25||8::25||9::32,0::Adult 18+||1::Adult 18+||2::Adult 18+||3::Adult 18+||4::Adult 18+||5::Adult 18+||6::Adult 18+||7::Adult 18+||8::Adult 18+||9::Adult 18+,0::Female||1::Male||2::Male||3::Female||4::Male||5::Male||6::Female||7::Male||8::Female||9::Male,0::Meredith Lane Hight||1::Anthony Michael Cross||2::Darryl William Hawkins||3::Oliva Nicole Deffner||4::James Richard Dunlop||5::Rion Christopher Morgan||6::Myah Sade Bass||7::Caleb Seth Edwards||8::Carly Paige Shockey||9::Spencer James Hight,,0::Killed||1::Killed||2::Killed||3::Killed||4::Killed||5::Killed||6::Killed||7::Killed||8::Injured||9::Killed,0::Victim||1::Victim||2::Victim||3::Victim||4::Victim||5::Victim||6::Victim||7::Victim||8::Victim||9::Subject-Suspect,http://www.nbcdfw.com/news/local/8-People-Killed-Inside-a-Plano-Home-Suspect-Killed-by-Police-443635723.html||http://www.wfaa.com/news/8-dead-after-shooting-in-a-plano-home/473181754||http://www.nbcdfw.com/news/local/Identity-of-Plano-Gunman-Victims-Confirmed-by-Investigators-Tuesday-444044423.html||http://cbsaustin.com/news/local/texas-gunman-who-killed-8-first-looked-for-wife-at-her-work||http://www.fox4news.com/news/plano-gunman-extremely-drunk-at-time-of-mass-shooting,67.0,8.0

decision_making/finance/regression/Campus_Recruitment_B2/Campus_Recruitment_B2_006.json

@@ -0,0 +1,85 @@
+{
+  "id": "006",
+  "task_type": "B2",
+  "subtask_type": "choice",
+  "perspective": "data_holder",
+  "dataset_name": "Campus_Recruitment",
+  "table_path": "kaggle/Campus_Recruitment",
+  "query": "I'm reviewing three new student profiles from our latest campus recruitment drive and comparing them to our historical placement archives. The first candidate, serial number 8, is a male. He completed both his secondary and higher secondary schooling under the Central board, specializing in Science for his higher secondary. He holds a Science & Technology degree with a score of 66.0 percent. He has prior work experience, scored 67.0 on the employability test, and his current status is that he's been Placed. The second profile, serial 34, is a female. Her secondary board is listed as Others. She achieved 65.0 percent in her higher secondary, also under the Others board, with a Science specialization. Her undergraduate degree is in Commerce & Management, she has work experience, and she specialized in Marketing & Finance for her MBA. She is also Placed. The third record, serial 157, is another male. His secondary percentage is 84.2 from the Central board. His higher secondary score is 69.4 percent. He has a degree percentage of 65.0 in Science & Technology, has work experience, and an employability test score of 80.0. His MBA specialization is Marketing & HR, and he achieved an MBA percentage of 52.72. Given that we're trying to identify who might have received the lowest salary offer based on past trends, which of these three should I flag?",
+  "meta_info": {
+    "domain": "finance"
+  },
+  "ground_truth": {
+    "extracted_features": [
+      {
+        "scenario_id": "001",
+        "features": {
+          "sl_no": "8",
+          "gender": "M",
+          "ssc_p": null,
+          "ssc_b": "Central",
+          "hsc_p": null,
+          "hsc_b": "Central",
+          "hsc_s": "Science",
+          "degree_p": "66.0",
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": "67.0",
+          "specialisation": null,
+          "mba_p": null,
+          "status": "Placed",
+          "salary": "252000.0"
+        }
+      },
+      {
+        "scenario_id": "002",
+        "features": {
+          "sl_no": "34",
+          "gender": "F",
+          "ssc_p": null,
+          "ssc_b": "Others",
+          "hsc_p": "65.0",
+          "hsc_b": "Others",
+          "hsc_s": "Science",
+          "degree_p": null,
+          "degree_t": "Comm&Mgmt",
+          "workex": "Yes",
+          "etest_p": null,
+          "specialisation": "Mkt&Fin",
+          "mba_p": null,
+          "status": "Placed",
+          "salary": "260000.0"
+        }
+      },
+      {
+        "scenario_id": "003",
+        "features": {
+          "sl_no": "157",
+          "gender": "M",
+          "ssc_p": "84.2",
+          "ssc_b": "Central",
+          "hsc_p": "69.4",
+          "hsc_b": null,
+          "hsc_s": null,
+          "degree_p": "65.0",
+          "degree_t": "Sci&Tech",
+          "workex": "Yes",
+          "etest_p": "80.0",
+          "specialisation": "Mkt&HR",
+          "mba_p": "52.72",
+          "status": null,
+          "salary": "255000.0"
+        }
+      }
+    ],
+    "target_column": "salary",
+    "task_sub_type": "regression",
+    "final_decision": "001",
+    "what_if": "",
+    "ranking_ground_truth": {
+      "top_k_ids": []
+    }
+  },
+  "response": "",
+  "evaluation_score": {}
+}