Employee_ID,Age,Years_Experience,WFH_Days_Per_Week,Gender,Education_Level,Marital_Status,Has_Children,Location_Type,Department,Job_Level,Company_Size,Industry,Home_Office_Quality,Internet_Speed_Category,Work_Hours_Per_Week,Manager_Support_Level,Team_Collaboration_Frequency,Productivity_Score,Task_Completion_Rate,Quality_Score,Innovation_Score,Efficiency_Rating,Meetings_Per_Week,Commute_Time_Minutes,Job_Satisfaction,Stress_Level,Work_Life_Balance,Survey_Date,Response_Quality
EMP1420,39,13,3,Female,Bachelor Degree,Married,Yes,Urban,Engineering,Senior,Startup (1-50),Healthcare,Average,Very Fast (100+ Mbps),49,Very High,Daily,98.0,100.0,96.4,95.0,95.0,6,0,100.0,7,5,2024-05-03,High
EMP1100,38,0,0,Female,Bachelor Degree,Single,No,Urban,Engineering,Junior,Large (1001-5000),Media,Good,Fast (50-100 Mbps),40,High,Daily,96.1,100.0,98.1,87.1,95.0,11,47,100.0,7,7,2024-04-27,High
EMP0235,54,8,2,Female,Bachelor Degree,Single,No,Rural,Product,Mid-Level,Large (1001-5000),Media,Good,Very Fast (100+ Mbps),38,Moderate,Weekly,88.2,100.0,82.8,70.7,94.5,2,52,100.0,1,5,2024-05-12,Medium
EMP0024,22,0,1,Female,Master Degree,Married,No,Suburban,Sales,Junior,Medium (201-1000),Non-profit,Good,Very Fast (100+ Mbps),43,High,Few times per week,98.0,95.3,95.9,87.3,95.0,3,0,100.0,7,5,2024-04-01,High
EMP1134,39,1,3,Male,Bachelor Degree,Married,No,Suburban,Engineering,Junior,Enterprise (5000+),Technology,Good,Fast (50-100 Mbps),36,Very High,Weekly,86.1,88.3,95.8,71.7,95.0,8,48,100.0,5,5,2024-02-11,High
EMP0515,29,0,4,Male,Master Degree,Married,Yes,Urban,Finance,Junior,Large (1001-5000),Government,Good,Very Fast (100+ Mbps),44,Moderate,Few times per week,72.4,67.5,80.9,58.6,90.2,5,21,86.5,2,4,2024-03-25,High
EMP1084,53,3,1,Female,Bachelor Degree,Divorced,No,Suburban,Customer Success,Mid-Level,Enterprise (5000+),Consulting,Average,Fast (50-100 Mbps),45,High,Few times per week,98.0,92.4,93.1,78.2,95.0,8,3,100.0,8,6,2024-01-28,High
EMP0959,40,4,5,Male,Bachelor Degree,Divorced,Yes,Suburban,Sales,Mid-Level,Large (1001-5000),Education,Average,Very Fast (100+ Mbps),44,Moderate,Daily,92.9,89.0,95.5,77.4,95.0,5,0,81.2,6,3,2024-03-23,Medium
EMP1221,24,0,4,Male,Bachelor Degree,Married,Yes,Urban,Marketing,Junior,Medium (201-1000),Education,Average,Very Fast (100+ Mbps),43,Very High,Weekly,87.5,78.1,87.1,78.6,95.0,5,21,100.0,6,6,2024-01-16,Medium
EMP0782,22,1,3,Female,High School,Married,Yes,Urban,Engineering,Junior,Medium (201-1000),Non-profit,Poor,Very Fast (100+ Mbps),33,Very High,Weekly,48.9,45.7,55.3,44.1,67.2,5,5,100.0,5,6,2024-01-26,Medium
EMP0789,34,6,1,Female,Bachelor Degree,Married,Yes,Suburban,Marketing,Senior,Small (51-200),Healthcare,Excellent,Very Fast (100+ Mbps),34,Moderate,Weekly,85.7,94.5,81.8,87.6,95.0,9,23,79.0,3,6,2024-02-12,Medium
EMP0131,22,1,1,Male,Master Degree,Married,No,Urban,Sales,Junior,Startup (1-50),Retail,Average,Fast (50-100 Mbps),50,Moderate,Few times per week,63.5,76.0,57.2,45.8,82.0,9,59,60.1,1,6,2024-01-19,High
EMP1222,37,4,1,Female,Associate Degree,Married,No,Suburban,Operations,Mid-Level,Large (1001-5000),Media,Good,Very Fast (100+ Mbps),39,High,Weekly,86.2,95.3,89.5,79.4,95.0,10,12,100.0,6,5,2024-04-14,High
EMP1488,22,1,4,Female,PhD,Divorced,No,Urban,Engineering,Junior,Large (1001-5000),Retail,Good,Fast (50-100 Mbps),40,High,Few times per week,98.0,100.0,100.0,95.0,95.0,8,37,100.0,7,6,2024-05-10,High
EMP0328,42,7,5,Male,Master Degree,Divorced,Yes,Suburban,Sales,Senior,Large (1001-5000),Consulting,Excellent,Fast (50-100 Mbps),42,Moderate,Monthly,57.5,58.4,55.8,59.5,69.1,5,0,75.4,1,8,2024-03-28,Medium
EMP1286,23,0,1,Male,PhD,Married,Yes,Rural,Engineering,Mid-Level,Large (1001-5000),Retail,Average,Fast (50-100 Mbps),45,Moderate,Daily,84.3,98.6,88.8,78.3,91.7,9,5,100.0,5,8,2024-05-04,High
EMP0314,42,15,0,Female,Associate Degree,Married,No,Suburban,HR,Manager,Large (1001-5000),Healthcare,Good,Very Fast (100+ Mbps),43,Very High,Daily,74.3,72.7,76.3,71.9,93.7,10,54,100.0,4,6,2024-05-04,High
EMP0225,30,0,2,Female,Bachelor Degree,Married,Yes,Urban,Operations,Junior,Enterprise (5000+),Government,Good,Slow (<25 Mbps),44,Moderate,Weekly,78.2,90.6,73.7,59.8,94.0,9,20,100.0,4,8,2024-04-05,High
EMP0097,37,7,4,Female,Bachelor Degree,Single,No,Urban,Marketing,Mid-Level,Startup (1-50),Finance,Good,Moderate (25-50 Mbps),34,High,Daily,87.5,79.1,85.2,62.9,95.0,7,20,100.0,4,6,2024-02-04,Medium
EMP0187,39,6,1,Male,Associate Degree,In Relationship,Yes,Suburban,Engineering,Lead,Medium (201-1000),Non-profit,Good,Fast (50-100 Mbps),25,Moderate,Weekly,88.5,78.9,95.3,75.6,95.0,8,37,100.0,8,7,2024-03-14,High
EMP1011,46,23,4,Male,Associate Degree,Married,Yes,Suburban,Engineering,Manager,Large (1001-5000),Non-profit,Good,Very Fast (100+ Mbps),50,High,Monthly,97.2,94.9,94.0,95.0,95.0,8,8,100.0,3,6,2024-05-01,High
EMP1044,34,3,3,Female,Bachelor Degree,Married,No,Suburban,Operations,Mid-Level,Medium (201-1000),Healthcare,Average,Very Fast (100+ Mbps),37,High,Few times per week,80.8,82.4,78.2,59.6,95.0,10,37,100.0,4,3,2024-04-10,High
EMP0284,23,0,5,Male,Master Degree,Single,Yes,Suburban,Customer Success,Junior,Large (1001-5000),Technology,Poor,Moderate (25-50 Mbps),45,High,Weekly,50.6,58.0,55.9,61.8,63.6,13,0,100.0,7,9,2024-04-15,Low
EMP1405,43,4,5,Male,Bachelor Degree,Single,No,Suburban,Operations,Mid-Level,Medium (201-1000),Technology,Good,Very Fast (100+ Mbps),37,Moderate,Weekly,78.3,87.8,78.2,59.3,95.0,5,0,100.0,4,4,2024-02-19,High
EMP0742,23,0,5,Male,Bachelor Degree,Married,No,Rural,Marketing,Junior,Medium (201-1000),Technology,Good,Very Fast (100+ Mbps),45,Very High,Daily,35.0,40.0,50.0,37.5,54.7,7,0,100.0,8,3,2024-04-10,High
EMP0818,43,16,4,Male,Master Degree,In Relationship,No,Suburban,Finance,Lead,Small (51-200),Healthcare,Average,Moderate (25-50 Mbps),42,Moderate,Weekly,81.4,81.8,79.7,67.7,95.0,11,14,100.0,5,10,2024-04-20,High
EMP1196,38,2,4,Female,Bachelor Degree,Single,Yes,Urban,Engineering,Junior,Medium (201-1000),Technology,Good,Moderate (25-50 Mbps),52,High,Weekly,98.0,100.0,99.8,89.2,95.0,10,20,100.0,5,6,2024-04-19,High
EMP0878,37,7,2,Male,Bachelor Degree,Single,Yes,Urban,Engineering,Senior,Large (1001-5000),Manufacturing,Excellent,Fast (50-100 Mbps),41,Moderate,Daily,86.3,85.9,75.5,68.0,95.0,5,43,100.0,5,10,2024-02-19,High
EMP1198,39,8,2,Female,Associate Degree,Married,No,Suburban,Engineering,Lead,Large (1001-5000),Technology,Average,Very Fast (100+ Mbps),45,Moderate,Bi-weekly,73.5,84.6,79.3,66.4,84.2,14,44,87.1,3,9,2024-05-15,High
EMP0539,44,4,2,Female,Master Degree,In Relationship,No,Urban,Design,Senior,Startup (1-50),Consulting,Poor,Very Fast (100+ Mbps),45,Moderate,Daily,78.9,87.7,93.5,72.7,95.0,8,59,77.3,4,6,2024-05-03,Medium
EMP1104,33,5,5,Female,Master Degree,Married,No,Urban,Sales,Senior,Startup (1-50),Technology,Average,Very Fast (100+ Mbps),35,High,Weekly,88.4,95.0,94.5,83.0,95.0,13,0,100.0,4,3,2024-03-16,Medium
EMP1479,27,3,5,Male,Bachelor Degree,Divorced,No,Urban,Sales,Mid-Level,Medium (201-1000),Consulting,Excellent,Very Fast (100+ Mbps),46,Very High,Few times per week,98.0,97.3,95.9,94.2,95.0,7,0,100.0,3,1,2024-02-04,Low
EMP0506,30,0,2,Female,Master Degree,Married,Yes,Suburban,Operations,Junior,Large (1001-5000),Healthcare,Average,Very Fast (100+ Mbps),36,Moderate,Bi-weekly,74.5,89.0,79.3,71.5,92.6,15,21,88.4,5,5,2024-04-14,High
EMP1494,36,8,0,Female,Bachelor Degree,Divorced,No,Suburban,Engineering,Mid-Level,Enterprise (5000+),Healthcare,Good,Fast (50-100 Mbps),40,Moderate,Daily,95.0,98.5,94.8,82.8,95.0,9,31,100.0,6,7,2024-04-30,High
EMP0543,39,6,5,Male,Bachelor Degree,Married,No,Rural,Operations,Senior,Large (1001-5000),Technology,Average,Fast (50-100 Mbps),32,High,Daily,98.0,100.0,100.0,95.0,95.0,7,0,100.0,4,7,2024-02-16,High
EMP0293,29,2,3,Female,Master Degree,Married,No,Urban,Engineering,Junior,Small (51-200),Healthcare,Excellent,Very Fast (100+ Mbps),50,Moderate,Daily,77.2,80.6,79.4,48.5,94.7,6,27,79.0,2,6,2024-03-12,Medium
EMP0940,29,4,4,Male,Professional Degree,Married,Yes,Suburban,Product,Mid-Level,Medium (201-1000),Technology,Excellent,Moderate (25-50 Mbps),25,Low,Daily,72.3,76.8,80.1,69.7,95.0,8,12,100.0,9,3,2024-03-17,High
EMP1317,25,0,4,Male,Bachelor Degree,Divorced,Yes,Rural,Sales,Junior,Small (51-200),Finance,Excellent,Slow (<25 Mbps),25,High,Few times per week,71.9,74.4,76.9,68.2,95.0,8,18,100.0,5,4,2024-01-19,Medium
EMP0811,33,3,2,Female,Bachelor Degree,Married,No,Suburban,Data Science,Mid-Level,Startup (1-50),Manufacturing,Excellent,Fast (50-100 Mbps),45,High,Bi-weekly,98.0,100.0,98.9,86.6,95.0,15,12,100.0,8,9,2024-03-06,High
EMP1023,34,0,5,Male,Master Degree,Single,No,Urban,HR,Junior,Small (51-200),Finance,Average,Very Fast (100+ Mbps),42,High,Few times per week,98.0,89.0,100.0,83.0,95.0,12,0,100.0,6,5,2024-03-14,High
EMP1343,38,7,1,Female,Bachelor Degree,Single,No,Urban,Operations,Senior,Large (1001-5000),Finance,Average,Moderate (25-50 Mbps),27,Moderate,Daily,90.0,84.7,92.7,90.2,95.0,8,13,100.0,9,10,2024-02-03,Low
EMP0436,35,7,5,Female,Master Degree,In Relationship,No,Suburban,Customer Success,Lead,Small (51-200),Technology,Excellent,Very Fast (100+ Mbps),47,Low,Daily,98.0,95.9,100.0,72.9,95.0,11,0,100.0,6,10,2024-01-22,Medium
EMP0645,32,5,0,Female,Bachelor Degree,Married,Yes,Urban,Operations,Senior,Medium (201-1000),Manufacturing,Average,Very Fast (100+ Mbps),42,Very High,Few times per week,98.0,100.0,100.0,79.2,95.0,5,50,100.0,4,5,2024-05-11,High
EMP1162,55,22,4,Male,Associate Degree,Married,Yes,Urban,Marketing,Manager,Startup (1-50),Technology,Good,Moderate (25-50 Mbps),37,Very High,Weekly,95.8,99.7,100.0,65.0,95.0,7,11,100.0,8,5,2024-03-17,Medium
EMP0433,32,3,1,Female,Master Degree,Married,No,Suburban,Engineering,Senior,Large (1001-5000),Manufacturing,Average,Fast (50-100 Mbps),25,High,Few times per week,82.4,87.2,78.1,73.3,95.0,7,9,100.0,6,6,2024-05-03,High
EMP0136,48,6,4,Female,Master Degree,Married,Yes,Urban,Engineering,Mid-Level,Large (1001-5000),Media,Good,Fast (50-100 Mbps),35,Very High,Few times per week,75.4,77.3,86.6,59.1,95.0,2,16,100.0,8,9,2024-01-23,Low
EMP0549,38,1,2,Female,Bachelor Degree,Married,No,Urban,Engineering,Junior,Small (51-200),Finance,Excellent,Fast (50-100 Mbps),45,High,Daily,95.2,90.6,91.9,85.2,95.0,3,68,100.0,5,5,2024-04-05,High
EMP0822,47,10,3,Female,Bachelor Degree,Married,Yes,Rural,Customer Success,Mid-Level,Large (1001-5000),Technology,Excellent,Very Fast (100+ Mbps),39,High,Weekly,64.6,55.0,67.0,49.8,77.4,4,10,100.0,8,8,2024-01-28,High
EMP0647,22,0,2,Male,Master Degree,Married,Yes,Suburban,Engineering,Junior,Large (1001-5000),Technology,Excellent,Very Fast (100+ Mbps),39,Moderate,Daily,66.0,71.0,72.9,60.9,79.8,11,45,82.8,9,8,2024-02-28,High
EMP1487,22,1,3,Female,Master Degree,In Relationship,No,Suburban,Engineering,Mid-Level,Large (1001-5000),Healthcare,Good,Moderate (25-50 Mbps),40,High,Daily,95.5,98.3,100.0,78.5,95.0,9,19,100.0,9,6,2024-05-01,High
EMP0470,29,1,1,Non-binary,Master Degree,Married,Yes,Urban,Customer Success,Junior,Medium (201-1000),Technology,Good,Very Fast (100+ Mbps),32,Very Low,Few times per week,35.0,48.2,50.0,43.2,52.2,10,75,90.4,5,6,2024-02-14,High
EMP0115,33,3,1,Male,Bachelor Degree,In Relationship,No,Urban,Engineering,Senior,Startup (1-50),Technology,Average,Very Fast (100+ Mbps),47,Very High,Monthly,98.0,95.1,97.5,89.6,95.0,3,33,100.0,4,9,2024-03-14,High
EMP0665,28,4,4,Female,Bachelor Degree,Single,No,Urban,Sales,Mid-Level,Large (1001-5000),Technology,Excellent,Very Fast (100+ Mbps),37,Low,Few times per week,63.2,55.9,65.3,38.8,79.8,12,31,92.2,4,5,2024-04-06,High
EMP1403,45,8,0,Female,Master Degree,Single,No,Suburban,Engineering,Senior,Small (51-200),Technology,Average,Fast (50-100 Mbps),38,Very High,Daily,84.1,88.0,85.7,65.7,95.0,5,23,100.0,6,7,2024-03-11,High
EMP0450,25,1,4,Female,Bachelor Degree,Single,Yes,Rural,Finance,Junior,Startup (1-50),Education,Excellent,Very Fast (100+ Mbps),41,Moderate,Few times per week,72.8,70.6,80.0,81.1,92.9,11,34,87.2,5,9,2024-05-07,Low
EMP1141,32,7,3,Female,Bachelor Degree,Single,Yes,Suburban,Engineering,Mid-Level,Medium (201-1000),Technology,Good,Fast (50-100 Mbps),53,High,Few times per week,98.0,100.0,100.0,87.3,95.0,12,18,100.0,7,6,2024-03-31,High
EMP1311,34,4,0,Female,Associate Degree,In Relationship,No,Urban,Sales,Mid-Level,Enterprise (5000+),Healthcare,Average,Very Fast (100+ Mbps),38,Moderate,Weekly,98.0,100.0,96.7,71.2,95.0,7,25,100.0,1,7,2024-03-07,High
EMP0553,45,7,1,Male,Bachelor Degree,Divorced,Yes,Urban,Design,Senior,Medium (201-1000),Retail,Average,Very Fast (100+ Mbps),33,High,Daily,98.0,100.0,85.1,65.6,95.0,6,22,100.0,1,4,2024-01-20,High
EMP0778,32,0,4,Male,Bachelor Degree,In Relationship,No,Urban,Engineering,Junior,Small (51-200),Healthcare,Excellent,Very Fast (100+ Mbps),51,Very Low,Weekly,56.8,59.6,60.9,51.7,66.6,5,19,77.6,6,10,2024-04-08,High
EMP0947,22,0,2,Female,Bachelor Degree,Single,No,Urban,Marketing,Junior,Startup (1-50),Healthcare,Good,Fast (50-100 Mbps),50,High,Few times per week,94.7,88.3,92.1,88.8,95.0,9,20,100.0,9,7,2024-02-27,High
EMP0335,43,10,3,Male,Master Degree,Married,No,Urban,Engineering,Senior,Small (51-200),Finance,Average,Very Fast (100+ Mbps),46,Low,Bi-weekly,78.9,61.5,86.9,71.4,90.9,8,39,100.0,1,2,2024-03-07,High
EMP1496,53,5,5,Male,Master Degree,Married,No,Urban,HR,Senior,Startup (1-50),Education,Good,Fast (50-100 Mbps),36,Moderate,Weekly,78.5,89.7,84.1,58.3,89.4,9,0,71.4,8,5,2024-03-18,High
EMP1094,35,0,1,Non-binary,Bachelor Degree,Single,Yes,Rural,Product,Junior,Small (51-200),Finance,Excellent,Very Fast (100+ Mbps),39,Very High,Weekly,87.4,87.5,88.5,72.2,95.0,9,28,100.0,3,7,2024-02-06,Medium
EMP0351,37,9,5,Female,Bachelor Degree,Married,Yes,Suburban,Engineering,Mid-Level,Medium (201-1000),Finance,Poor,Very Fast (100+ Mbps),48,High,Few times per week,98.0,97.9,95.7,91.0,95.0,10,0,100.0,4,7,2024-01-27,High
EMP1301,28,1,2,Male,Master Degree,Divorced,Yes,Urban,Operations,Mid-Level,Large (1001-5000),Government,Average,Fast (50-100 Mbps),45,Low,Weekly,65.1,69.0,74.8,61.2,78.4,8,36,100.0,7,5,2024-02-17,Low
EMP1248,28,3,2,Male,Bachelor Degree,Single,Yes,Urban,Finance,Mid-Level,Small (51-200),Healthcare,Good,Fast (50-100 Mbps),45,Moderate,Daily,93.6,96.0,91.6,93.3,95.0,7,60,100.0,6,8,2024-02-16,High
EMP0147,23,0,4,Male,Bachelor Degree,Married,Yes,Urban,Customer Success,Junior,Startup (1-50),Technology,Good,Fast (50-100 Mbps),35,High,Few times per week,77.6,67.9,83.4,83.3,95.0,4,0,100.0,6,4,2024-03-05,Medium
EMP1328,33,0,5,Female,Master Degree,Married,Yes,Urban,Sales,Mid-Level,Medium (201-1000),Finance,Poor,Moderate (25-50 Mbps),42,Moderate,Few times per week,41.5,49.4,51.8,54.4,52.3,10,0,97.1,6,5,2024-05-12,Medium
EMP1400,29,4,5,Female,Master Degree,Married,Yes,Suburban,Customer Success,Mid-Level,Small (51-200),Technology,Excellent,Moderate (25-50 Mbps),45,Moderate,Daily,60.9,67.4,55.0,39.7,65.4,9,0,70.6,3,7,2024-03-15,High
EMP0547,40,2,2,Female,Bachelor Degree,Married,Yes,Urban,Finance,Junior,Startup (1-50),Consulting,Excellent,Slow (<25 Mbps),26,Very High,Few times per week,80.1,71.8,85.1,88.9,95.0,9,24,100.0,3,7,2024-01-21,High
EMP1373,22,1,3,Male,Bachelor Degree,Married,No,Suburban,HR,Mid-Level,Small (51-200),Finance,Excellent,Very Fast (100+ Mbps),53,Low,Few times per week,89.2,88.6,100.0,84.5,95.0,11,36,93.9,4,9,2024-03-31,High
EMP0430,22,1,3,Non-binary,Associate Degree,Divorced,Yes,Suburban,Customer Success,Junior,Large (1001-5000),Healthcare,Average,Very Fast (100+ Mbps),39,Moderate,Weekly,81.9,86.7,82.0,74.2,95.0,11,26,97.6,7,4,2024-03-16,Medium
EMP0728,38,8,4,Male,Bachelor Degree,Married,No,Urban,Design,Senior,Medium (201-1000),Finance,Average,Fast (50-100 Mbps),39,Very High,Monthly,81.4,77.8,91.5,52.7,94.7,10,26,100.0,3,6,2024-02-23,High
EMP0759,27,2,0,Female,Master Degree,In Relationship,Yes,Urban,Product,Junior,Enterprise (5000+),Healthcare,Good,Slow (<25 Mbps),35,Low,Daily,35.0,40.0,50.0,35.4,56.3,6,30,68.3,3,7,2024-04-01,High
EMP0334,28,1,4,Male,Bachelor Degree,In Relationship,No,Suburban,Engineering,Junior,Small (51-200),Manufacturing,Good,Fast (50-100 Mbps),33,Very High,Weekly,71.8,73.4,80.4,82.2,91.4,7,16,100.0,4,4,2024-04-27,High
EMP0748,28,1,1,Male,Associate Degree,Divorced,Yes,Urban,Marketing,Junior,Medium (201-1000),Non-profit,Good,Moderate (25-50 Mbps),41,Moderate,Daily,42.0,40.0,52.9,30.0,60.6,10,0,80.4,4,5,2024-02-22,High
EMP1302,43,13,5,Female,PhD,Divorced,No,Urban,Engineering,Lead,Small (51-200),Technology,Good,Moderate (25-50 Mbps),37,Moderate,Weekly,88.9,87.9,96.7,95.0,95.0,4,0,100.0,5,2,2024-04-08,Medium
EMP0929,49,4,5,Male,Professional Degree,Married,No,Urban,Engineering,Mid-Level,Large (1001-5000),Finance,Good,Moderate (25-50 Mbps),37,High,Few times per week,74.5,71.8,83.2,54.4,93.6,8,0,100.0,8,6,2024-05-08,High
EMP1463,33,1,3,Male,Bachelor Degree,Married,No,Urban,Engineering,Junior,Medium (201-1000),Technology,Good,Fast (50-100 Mbps),40,Moderate,Bi-weekly,91.6,83.9,89.6,84.2,95.0,12,47,81.4,3,2,2024-02-18,High
EMP1457,41,7,0,Male,Associate Degree,Married,Yes,Rural,Operations,Senior,Medium (201-1000),Retail,Good,Fast (50-100 Mbps),42,High,Daily,98.0,93.0,96.5,95.0,95.0,5,37,100.0,6,6,2024-03-18,High
EMP0207,39,9,5,Male,Associate Degree,Single,No,Suburban,Customer Success,Senior,Startup (1-50),Finance,Good,Very Fast (100+ Mbps),35,Very High,Few times per week,98.0,98.3,99.7,95.0,95.0,5,0,100.0,9,4,2024-03-10,High
EMP1483,50,1,2,Female,PhD,Single,No,Urban,Engineering,Junior,Medium (201-1000),Healthcare,Good,Very Fast (100+ Mbps),41,High,Daily,89.7,80.6,90.4,92.4,95.0,9,37,100.0,7,7,2024-03-25,Medium
EMP0164,27,1,2,Non-binary,PhD,Single,No,Urban,Engineering,Junior,Enterprise (5000+),Healthcare,Average,Moderate (25-50 Mbps),41,Very High,Few times per week,70.0,61.9,70.2,65.0,86.8,5,43,100.0,4,7,2024-03-29,High
EMP0593,39,5,5,Female,Bachelor Degree,Married,No,Urban,Data Science,Senior,Enterprise (5000+),Education,Excellent,Fast (50-100 Mbps),42,Low,Bi-weekly,96.2,88.0,90.3,77.3,95.0,5,0,100.0,9,7,2024-02-29,Medium
EMP0467,40,14,2,Male,Bachelor Degree,Married,No,Urban,Finance,Senior,Startup (1-50),Technology,Excellent,Very Fast (100+ Mbps),38,Very High,Bi-weekly,96.5,83.1,93.5,95.0,95.0,11,22,100.0,4,7,2024-04-09,High
EMP1355,29,3,1,Non-binary,Bachelor Degree,Single,No,Urban,Customer Success,Mid-Level,Large (1001-5000),Technology,Average,Moderate (25-50 Mbps),37,Moderate,Weekly,63.0,66.4,70.8,45.7,74.0,7,43,77.9,6,7,2024-04-29,High
EMP0094,32,0,2,Female,Bachelor Degree,Single,Yes,Rural,Sales,Junior,Large (1001-5000),Media,Excellent,Very Fast (100+ Mbps),34,Low,Bi-weekly,94.6,87.1,100.0,95.0,95.0,13,39,98.8,7,4,2024-04-05,High
EMP0143,22,0,1,Male,Associate Degree,In Relationship,No,Rural,Operations,Junior,Medium (201-1000),Finance,Good,Very Fast (100+ Mbps),36,Moderate,Few times per week,92.8,90.2,85.7,85.0,95.0,7,64,98.4,7,7,2024-02-24,High
EMP0394,51,8,5,Female,Master Degree,Single,No,Urban,Engineering,Senior,Large (1001-5000),Education,Poor,Very Fast (100+ Mbps),38,High,Daily,98.0,100.0,98.2,76.2,95.0,7,0,100.0,7,6,2024-05-04,High
EMP1183,43,12,4,Female,Master Degree,Single,No,Suburban,Data Science,Lead,Medium (201-1000),Finance,Good,Very Fast (100+ Mbps),49,Moderate,Few times per week,86.3,99.3,93.4,89.9,95.0,6,17,99.0,8,8,2024-02-26,High
EMP0741,22,0,3,Male,Bachelor Degree,Married,No,Urban,Marketing,Mid-Level,Large (1001-5000),Retail,Average,Very Fast (100+ Mbps),43,Very Low,Few times per week,38.7,42.2,50.0,52.7,62.1,1,27,65.6,3,6,2024-03-03,High
EMP1267,33,2,3,Male,Bachelor Degree,Married,No,Urban,Engineering,Mid-Level,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),43,High,Few times per week,96.0,73.0,95.1,95.0,95.0,8,23,100.0,6,6,2024-02-22,Low
EMP1288,39,12,1,Male,Bachelor Degree,Single,Yes,Suburban,Sales,Lead,Small (51-200),Healthcare,Good,Fast (50-100 Mbps),45,High,Daily,83.7,64.1,87.7,91.5,95.0,4,16,100.0,6,7,2024-03-09,Medium
EMP0601,41,7,0,Male,Bachelor Degree,Married,Yes,Rural,Sales,Senior,Large (1001-5000),Retail,Good,Very Fast (100+ Mbps),46,High,Few times per week,98.0,91.4,100.0,75.5,95.0,11,44,100.0,8,7,2024-03-26,High
EMP1131,37,8,1,Female,Bachelor Degree,Married,Yes,Urban,Customer Success,Lead,Large (1001-5000),Technology,Average,Slow (<25 Mbps),43,High,Few times per week,65.2,66.8,65.3,58.4,72.7,9,0,100.0,7,8,2024-02-25,Medium
EMP0162,42,5,3,Female,Master Degree,In Relationship,Yes,Suburban,Marketing,Mid-Level,Small (51-200),Manufacturing,Good,Fast (50-100 Mbps),47,High,Weekly,72.8,76.9,77.9,57.5,86.7,7,20,100.0,4,3,2024-03-09,High
EMP0776,22,1,3,Female,Master Degree,Married,No,Urban,HR,Junior,Enterprise (5000+),Technology,Good,Very Fast (100+ Mbps),42,High,Bi-weekly,74.8,63.1,74.2,61.8,90.0,6,25,100.0,8,6,2024-02-20,High
EMP0256,30,3,2,Female,Master Degree,Single,Yes,Suburban,Sales,Senior,Small (51-200),Education,Excellent,Fast (50-100 Mbps),34,High,Daily,98.0,93.5,90.9,82.6,95.0,12,42,100.0,5,7,2024-01-25,Medium
EMP1099,43,12,2,Male,Master Degree,Married,Yes,Suburban,HR,Lead,Startup (1-50),Government,Average,Very Fast (100+ Mbps),44,High,Few times per week,67.7,70.7,63.0,57.7,87.9,7,34,100.0,5,6,2024-04-02,High
EMP0941,23,0,4,Female,Master Degree,Single,No,Urban,Engineering,Junior,Small (51-200),Retail,Good,Fast (50-100 Mbps),38,Low,Bi-weekly,91.0,96.1,81.1,63.8,95.0,11,22,79.3,10,3,2024-02-12,High
EMP0089,30,0,2,Male,Master Degree,Single,No,Urban,Marketing,Junior,Large (1001-5000),Retail,Good,Very Fast (100+ Mbps),44,High,Weekly,74.9,80.6,73.6,59.2,95.0,11,57,100.0,7,5,2024-05-04,High
EMP0542,24,1,0,Male,Bachelor Degree,Married,Yes,Urban,Sales,Junior,Large (1001-5000),Technology,Average,Very Fast (100+ Mbps),46,Moderate,Monthly,49.0,47.7,50.0,34.6,60.1,3,41,63.5,9,7,2024-03-17,High
EMP1237,50,6,2,Female,Bachelor Degree,Married,Yes,Suburban,Sales,Lead,Startup (1-50),Technology,Average,Very Fast (100+ Mbps),40,Moderate,Few times per week,82.5,96.7,77.6,81.6,95.0,8,63,78.1,9,9,2024-01-28,High
EMP0705,22,0,3,Male,Bachelor Degree,Married,Yes,Urban,Engineering,Junior,Small (51-200),Healthcare,Average,Very Fast (100+ Mbps),44,Moderate,Daily,72.7,72.3,74.2,73.4,79.5,7,14,74.9,7,10,2024-04-11,High
EMP0736,39,2,0,Female,Master Degree,Divorced,Yes,Rural,Data Science,Junior,Medium (201-1000),Manufacturing,Average,Fast (50-100 Mbps),53,Very Low,Weekly,50.4,62.0,57.6,38.9,63.1,16,72,76.8,6,1,2024-01-31,High
EMP0199,35,2,1,Female,Master Degree,Single,No,Urban,Marketing,Mid-Level,Small (51-200),Technology,Average,Very Fast (100+ Mbps),46,High,Weekly,93.2,92.6,83.9,78.7,95.0,10,32,100.0,9,4,2024-03-23,High
EMP0779,34,4,2,Female,Master Degree,Divorced,Yes,Rural,Marketing,Mid-Level,Small (51-200),Manufacturing,Good,Moderate (25-50 Mbps),49,Very High,Few times per week,98.0,100.0,86.8,94.9,95.0,6,25,100.0,3,8,2024-04-05,High
EMP0190,22,1,2,Male,Bachelor Degree,Divorced,Yes,Urban,Marketing,Junior,Medium (201-1000),Manufacturing,Good,Very Fast (100+ Mbps),46,High,Daily,96.5,100.0,91.7,95.0,95.0,11,27,100.0,7,6,2024-03-25,High
EMP1493,29,4,4,Female,Bachelor Degree,Married,Yes,Suburban,Product,Mid-Level,Small (51-200),Technology,Average,Fast (50-100 Mbps),40,Moderate,Daily,98.0,98.1,96.3,93.6,95.0,5,20,100.0,6,5,2024-04-06,Low
EMP0690,38,5,4,Male,Master Degree,Divorced,No,Urban,Product,Mid-Level,Small (51-200),Consulting,Excellent,Fast (50-100 Mbps),41,High,Few times per week,88.6,80.3,86.0,95.0,95.0,4,7,100.0,8,6,2024-03-20,High
EMP0441,38,7,0,Female,Master Degree,Divorced,Yes,Urban,Engineering,Mid-Level,Medium (201-1000),Finance,Poor,Fast (50-100 Mbps),36,Low,Daily,90.7,96.6,98.1,82.9,95.0,3,16,99.3,6,9,2024-01-23,High
EMP0319,37,6,0,Male,Bachelor Degree,Married,Yes,Suburban,Product,Lead,Medium (201-1000),Healthcare,Excellent,Fast (50-100 Mbps),50,High,Weekly,98.0,77.0,88.4,91.3,95.0,7,52,100.0,6,4,2024-02-19,High
EMP1469,24,0,5,Male,Master Degree,Divorced,Yes,Suburban,Engineering,Junior,Small (51-200),Healthcare,Excellent,Fast (50-100 Mbps),34,Moderate,Few times per week,70.5,51.7,69.4,65.0,76.6,4,0,86.6,9,1,2024-05-06,High
EMP0697,37,1,1,Male,Bachelor Degree,Married,No,Urban,Marketing,Junior,Startup (1-50),Finance,Average,Very Fast (100+ Mbps),44,Very High,Few times per week,98.0,100.0,95.6,81.8,95.0,7,50,100.0,8,9,2024-01-20,High
EMP0866,31,3,3,Male,Bachelor Degree,Single,No,Urban,Operations,Mid-Level,Medium (201-1000),Media,Excellent,Moderate (25-50 Mbps),43,Moderate,Weekly,73.4,75.7,78.6,48.6,95.0,6,40,100.0,6,9,2024-02-17,High
EMP1430,32,7,1,Male,Bachelor Degree,Married,No,Suburban,Marketing,Lead,Small (51-200),Technology,Excellent,Very Fast (100+ Mbps),40,Moderate,Daily,90.5,80.4,91.8,81.2,95.0,11,48,72.9,2,8,2024-04-28,High
EMP0327,45,9,5,Female,Bachelor Degree,Married,No,Urban,Engineering,Senior,Medium (201-1000),Finance,Average,Fast (50-100 Mbps),47,Moderate,Bi-weekly,98.0,90.0,94.4,73.8,95.0,9,0,86.8,7,2,2024-05-06,High
EMP0014,22,1,3,Male,Associate Degree,Divorced,Yes,Urban,HR,Junior,Startup (1-50),Finance,Good,Moderate (25-50 Mbps),36,Moderate,Weekly,76.7,84.4,70.1,75.7,91.2,11,17,100.0,4,6,2024-03-24,High
EMP0570,31,1,4,Male,Master Degree,Married,No,Rural,Sales,Mid-Level,Small (51-200),Retail,Good,Fast (50-100 Mbps),25,Very High,Weekly,51.5,53.2,61.9,39.8,67.7,11,44,81.8,2,7,2024-05-14,High
EMP1207,28,3,3,Male,Bachelor Degree,Divorced,No,Suburban,HR,Junior,Enterprise (5000+),Finance,Average,Very Fast (100+ Mbps),38,Moderate,Weekly,61.5,61.3,63.8,61.9,80.3,2,20,85.2,4,5,2024-04-16,High
EMP0920,36,4,4,Male,Associate Degree,Single,No,Rural,Engineering,Senior,Startup (1-50),Manufacturing,Poor,Fast (50-100 Mbps),50,High,Bi-weekly,73.8,81.7,90.7,70.2,85.0,9,25,100.0,8,7,2024-03-03,High
EMP0452,43,11,2,Male,Bachelor Degree,Single,No,Urban,Engineering,Manager,Medium (201-1000),Manufacturing,Excellent,Very Fast (100+ Mbps),43,Moderate,Weekly,91.7,87.0,94.1,95.0,95.0,12,16,100.0,9,9,2024-02-15,High
EMP0860,40,4,3,Male,Bachelor Degree,Single,No,Rural,Engineering,Senior,Small (51-200),Manufacturing,Good,Very Fast (100+ Mbps),39,High,Bi-weekly,98.0,85.9,90.3,92.5,95.0,7,32,100.0,4,9,2024-05-08,High
EMP1491,30,1,4,Male,PhD,Married,Yes,Urban,HR,Junior,Startup (1-50),Technology,Good,Very Fast (100+ Mbps),44,Moderate,Few times per week,72.0,72.0,86.7,59.9,93.5,11,30,86.5,5,7,2024-05-15,High
EMP1437,32,1,3,Female,Bachelor Degree,Single,Yes,Urban,Engineering,Junior,Large (1001-5000),Manufacturing,Average,Very Fast (100+ Mbps),40,Moderate,Few times per week,87.3,90.8,86.0,86.6,95.0,8,29,100.0,4,7,2024-02-16,High
EMP1331,48,4,3,Male,Master Degree,Married,No,Urban,Data Science,Mid-Level,Small (51-200),Consulting,Average,Moderate (25-50 Mbps),38,High,Few times per week,96.7,90.8,100.0,72.1,95.0,10,20,100.0,10,9,2024-04-25,Medium
EMP1467,50,1,5,Male,Bachelor Degree,In Relationship,No,Suburban,Marketing,Junior,Large (1001-5000),Healthcare,Average,Fast (50-100 Mbps),43,Moderate,Daily,91.3,89.7,100.0,77.0,95.0,7,0,100.0,8,8,2024-02-20,High
EMP0408,33,1,2,Female,Master Degree,Single,No,Suburban,Customer Success,Junior,Medium (201-1000),Technology,Average,Very Fast (100+ Mbps),52,Very High,Few times per week,87.0,83.4,98.7,70.9,95.0,7,13,100.0,4,7,2024-03-09,High
EMP1150,27,2,5,Female,PhD,Single,Yes,Urban,Engineering,Junior,Medium (201-1000),Finance,Average,Very Fast (100+ Mbps),42,Moderate,Weekly,64.0,64.2,73.4,57.1,89.2,5,0,70.9,6,7,2024-01-25,Medium
EMP0055,44,11,3,Male,Bachelor Degree,Married,Yes,Rural,Operations,Lead,Small (51-200),Government,Average,Very Fast (100+ Mbps),35,Moderate,Daily,55.3,63.6,58.8,68.2,77.1,9,34,82.8,7,5,2024-02-29,High
EMP1233,34,6,3,Male,Bachelor Degree,Single,Yes,Suburban,Sales,Senior,Large (1001-5000),Media,Average,Fast (50-100 Mbps),39,Very High,Daily,98.0,100.0,100.0,95.0,95.0,10,18,100.0,5,2,2024-04-05,High
EMP1035,30,0,0,Male,Bachelor Degree,Married,No,Urban,Sales,Junior,Startup (1-50),Media,Excellent,Very Fast (100+ Mbps),27,High,Weekly,63.2,69.7,62.2,53.2,82.8,8,42,100.0,6,7,2024-04-28,High
EMP0477,40,10,4,Male,Bachelor Degree,Married,No,Suburban,Marketing,Senior,Medium (201-1000),Finance,Average,Fast (50-100 Mbps),44,Moderate,Daily,82.2,75.7,83.2,66.6,95.0,8,26,100.0,4,7,2024-03-13,High
EMP0448,26,0,1,Male,Master Degree,Divorced,No,Urban,Engineering,Junior,Large (1001-5000),Finance,Good,Very Fast (100+ Mbps),30,High,Few times per week,65.7,55.2,69.7,71.2,85.6,9,33,100.0,7,2,2024-01-30,High
EMP0192,42,3,4,Male,High School,Divorced,No,Suburban,Engineering,Senior,Startup (1-50),Finance,Average,Fast (50-100 Mbps),50,Moderate,Few times per week,76.5,78.7,92.0,69.7,95.0,10,40,89.8,4,5,2024-05-14,High
EMP0062,33,2,2,Female,Bachelor Degree,Married,Yes,Suburban,Marketing,Junior,Small (51-200),Technology,Average,Very Fast (100+ Mbps),40,Moderate,Daily,93.8,86.7,85.3,71.6,95.0,4,47,84.7,4,6,2024-04-17,Medium
EMP0066,47,6,3,Female,Master Degree,Married,Yes,Urban,Engineering,Lead,Medium (201-1000),Government,Average,Very Fast (100+ Mbps),34,Low,Few times per week,74.7,70.8,74.9,61.3,95.0,5,18,76.0,3,8,2024-05-12,High
EMP0865,29,3,4,Female,Bachelor Degree,Single,No,Suburban,Engineering,Mid-Level,Medium (201-1000),Technology,Good,Very Fast (100+ Mbps),47,Moderate,Bi-weekly,84.2,75.9,81.6,73.9,92.5,5,30,100.0,4,9,2024-03-12,High
EMP1210,50,12,4,Female,Master Degree,Divorced,No,Urban,Customer Success,Manager,Small (51-200),Healthcare,Average,Fast (50-100 Mbps),41,Moderate,Monthly,85.9,88.1,88.8,83.2,95.0,6,39,100.0,4,9,2024-03-22,High
EMP0179,32,3,3,Female,Bachelor Degree,Married,No,Suburban,Operations,Mid-Level,Small (51-200),Healthcare,Excellent,Moderate (25-50 Mbps),35,High,Few times per week,80.3,90.5,78.4,56.5,95.0,5,28,100.0,5,8,2024-04-25,High
EMP1117,56,10,1,Male,Bachelor Degree,Married,Yes,Urban,Operations,Lead,Enterprise (5000+),Education,Average,Fast (50-100 Mbps),45,Low,Daily,84.0,78.5,87.3,66.9,95.0,9,40,85.2,4,4,2024-02-19,Medium
EMP1386,37,5,3,Female,High School,Single,Yes,Urban,HR,Mid-Level,Startup (1-50),Government,Excellent,Moderate (25-50 Mbps),53,Moderate,Bi-weekly,98.0,98.9,100.0,88.3,95.0,9,21,100.0,3,8,2024-05-04,High
EMP0210,65,32,2,Male,Associate Degree,Single,Yes,Suburban,Engineering,Director,Enterprise (5000+),Media,Average,Slow (<25 Mbps),48,Low,Daily,88.5,80.9,82.5,80.1,95.0,7,43,98.6,6,6,2024-01-15,Medium
EMP0286,22,0,2,Male,Master Degree,Married,Yes,Urban,Operations,Mid-Level,Startup (1-50),Retail,Average,Fast (50-100 Mbps),42,Low,Weekly,76.2,84.1,68.4,71.2,89.1,11,33,100.0,8,3,2024-03-06,High
EMP0458,25,1,0,Male,Bachelor Degree,Single,Yes,Urban,Data Science,Mid-Level,Medium (201-1000),Government,Good,Very Fast (100+ Mbps),39,Very High,Daily,76.2,72.4,71.9,73.4,85.3,12,64,100.0,3,7,2024-03-08,Medium
EMP0502,52,9,3,Female,Bachelor Degree,Single,Yes,Urban,Engineering,Lead,Enterprise (5000+),Finance,Excellent,Fast (50-100 Mbps),43,Low,Monthly,98.0,100.0,100.0,78.3,95.0,9,17,100.0,6,8,2024-02-04,Medium
EMP0564,32,0,4,Female,Bachelor Degree,Married,No,Urban,Product,Mid-Level,Enterprise (5000+),Technology,Good,Moderate (25-50 Mbps),45,Very High,Bi-weekly,68.5,80.7,67.1,50.7,90.9,5,29,100.0,7,1,2024-04-14,High
EMP0052,31,0,3,Female,Bachelor Degree,Married,Yes,Suburban,Engineering,Junior,Startup (1-50),Technology,Good,Fast (50-100 Mbps),29,Very High,Daily,98.0,100.0,96.2,74.0,95.0,6,0,100.0,9,8,2024-01-26,Medium
EMP0229,28,0,0,Female,Master Degree,Married,No,Rural,HR,Junior,Medium (201-1000),Finance,Good,Moderate (25-50 Mbps),34,Moderate,Monthly,76.4,77.5,79.1,80.2,87.3,5,23,100.0,5,5,2024-02-03,Medium
EMP1310,39,9,1,Male,PhD,Married,No,Urban,Operations,Senior,Enterprise (5000+),Finance,Excellent,Very Fast (100+ Mbps),45,Very Low,Few times per week,81.2,82.6,91.1,74.5,91.6,9,0,85.9,1,6,2024-01-15,Medium