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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
EMP1249,37,7,3,Non-binary,Associate Degree,Married,Yes,Urban,Sales,Senior,Medium (201-1000),Technology,Good,Very Fast (100+ Mbps),46,Moderate,Few times per week,82.8,79.3,83.6,73.8,95.0,8,16,66.2,6,7,2024-05-14,High
EMP1111,33,4,4,Male,Bachelor Degree,Single,No,Suburban,Design,Mid-Level,Small (51-200),Government,Average,Very Fast (100+ Mbps),43,Very High,Daily,98.0,91.2,99.2,76.9,95.0,3,38,100.0,8,8,2024-02-25,Medium
EMP1187,26,1,2,Male,Master Degree,Married,No,Urban,Engineering,Mid-Level,Medium (201-1000),Technology,Good,Slow (<25 Mbps),42,Moderate,Bi-weekly,66.2,58.4,73.5,65.0,72.0,7,55,79.3,7,7,2024-02-18,High
EMP0120,41,5,4,Female,Bachelor Degree,Married,No,Rural,Engineering,Mid-Level,Large (1001-5000),Technology,Average,Very Fast (100+ Mbps),54,Low,Weekly,70.4,78.5,69.0,47.7,85.9,6,43,99.1,6,6,2024-04-12,High
EMP0446,41,10,3,Female,Bachelor Degree,Married,Yes,Suburban,Engineering,Senior,Medium (201-1000),Finance,Average,Fast (50-100 Mbps),45,Moderate,Daily,87.6,80.3,86.7,71.0,92.7,9,35,100.0,10,7,2024-02-14,High
EMP0608,23,0,4,Male,Bachelor Degree,Married,No,Urban,Engineering,Junior,Medium (201-1000),Education,Average,Fast (50-100 Mbps),43,High,Weekly,90.7,84.0,79.0,90.4,95.0,6,31,100.0,7,4,2024-05-12,High
EMP0389,43,6,4,Female,Professional Degree,Married,Yes,Suburban,Engineering,Lead,Large (1001-5000),Finance,Average,Slow (<25 Mbps),40,Very High,Few times per week,84.4,86.8,87.5,84.8,95.0,8,11,100.0,7,8,2024-02-05,High
EMP0318,32,2,3,Female,Professional Degree,Married,No,Urban,Operations,Junior,Small (51-200),Technology,Average,Moderate (25-50 Mbps),47,Moderate,Daily,35.0,40.0,50.0,30.0,47.4,8,17,52.6,5,7,2024-02-14,Low
EMP0997,51,3,2,Female,Bachelor Degree,Single,No,Suburban,Engineering,Junior,Small (51-200),Technology,Good,Very Fast (100+ Mbps),30,Moderate,Few times per week,95.6,100.0,81.1,73.4,95.0,15,54,100.0,5,8,2024-01-21,High
EMP1139,40,3,4,Female,Master Degree,Single,No,Urban,Engineering,Junior,Large (1001-5000),Consulting,Good,Fast (50-100 Mbps),45,High,Daily,81.3,95.7,82.3,65.4,93.2,8,54,100.0,7,2,2024-02-19,High
EMP1415,29,1,3,Female,Master Degree,Single,Yes,Urban,Sales,Junior,Medium (201-1000),Government,Average,Very Fast (100+ Mbps),41,Moderate,Few times per week,80.3,90.7,81.3,59.5,95.0,10,23,58.6,8,6,2024-03-07,High
EMP0585,36,3,4,Female,Master Degree,Married,Yes,Urban,Engineering,Mid-Level,Enterprise (5000+),Healthcare,Excellent,Very Fast (100+ Mbps),43,High,Few times per week,98.0,99.6,100.0,95.0,95.0,12,26,100.0,2,8,2024-02-23,High
EMP0932,51,16,4,Male,Master Degree,Married,Yes,Urban,Customer Success,Manager,Small (51-200),Finance,Excellent,Fast (50-100 Mbps),44,High,Weekly,71.9,80.8,76.5,62.0,89.6,10,15,100.0,5,8,2024-03-23,High
EMP0544,47,1,3,Female,Master Degree,Married,No,Urban,Product,Junior,Large (1001-5000),Technology,Poor,Slow (<25 Mbps),45,High,Daily,72.3,72.6,77.3,62.6,80.5,10,43,100.0,7,10,2024-05-09,High
EMP0800,35,2,2,Female,Bachelor Degree,Married,No,Suburban,Design,Junior,Large (1001-5000),Technology,Excellent,Very Fast (100+ Mbps),39,High,Few times per week,98.0,100.0,93.9,84.0,95.0,15,48,100.0,8,2,2024-01-24,Medium
EMP0005,32,6,5,Male,High School,Divorced,Yes,Rural,Engineering,Senior,Small (51-200),Technology,Average,Moderate (25-50 Mbps),42,Very Low,Few times per week,98.0,98.2,86.4,67.5,95.0,10,0,100.0,3,4,2024-02-19,High
EMP0777,28,2,4,Male,Bachelor Degree,Single,No,Urban,HR,Mid-Level,Small (51-200),Education,Good,Fast (50-100 Mbps),44,Moderate,Weekly,80.9,85.1,93.6,65.9,91.6,7,62,85.8,4,7,2024-03-20,High
EMP0338,32,7,0,Female,Master Degree,Married,No,Rural,Product,Lead,Enterprise (5000+),Finance,Good,Fast (50-100 Mbps),44,Moderate,Daily,70.6,65.2,64.2,68.3,84.6,15,20,100.0,4,3,2024-01-27,Low
EMP1278,38,0,2,Female,Bachelor Degree,Single,No,Urban,Marketing,Junior,Medium (201-1000),Retail,Good,Very Fast (100+ Mbps),50,High,Daily,98.0,86.4,88.3,89.1,95.0,6,38,100.0,4,6,2024-02-12,High
EMP1398,26,2,4,Female,Master Degree,Married,No,Urban,Operations,Junior,Small (51-200),Education,Average,Very Fast (100+ Mbps),42,High,Weekly,65.1,59.5,71.7,64.3,82.5,6,0,100.0,8,6,2024-04-20,High
EMP0438,22,0,4,Female,Master Degree,Married,Yes,Suburban,Data Science,Junior,Medium (201-1000),Media,Excellent,Moderate (25-50 Mbps),48,Very High,Few times per week,98.0,100.0,96.8,93.7,95.0,8,14,100.0,5,7,2024-01-25,Medium
EMP0986,24,0,4,Male,Bachelor Degree,In Relationship,Yes,Urban,Finance,Junior,Large (1001-5000),Healthcare,Poor,Moderate (25-50 Mbps),48,Very High,Daily,90.9,94.0,99.0,80.5,95.0,7,22,100.0,5,6,2024-04-20,High
EMP1269,28,3,3,Male,Bachelor Degree,Single,No,Urban,Marketing,Senior,Small (51-200),Finance,Good,Very Fast (100+ Mbps),43,Moderate,Daily,67.9,60.3,69.6,69.1,82.1,5,35,82.4,7,4,2024-02-15,High
EMP0833,25,0,2,Female,Master Degree,Married,No,Suburban,Operations,Mid-Level,Enterprise (5000+),Consulting,Excellent,Fast (50-100 Mbps),44,High,Bi-weekly,98.0,81.7,100.0,83.1,95.0,6,31,100.0,6,7,2024-02-15,High
EMP0341,27,2,2,Female,Bachelor Degree,Married,Yes,Suburban,Data Science,Junior,Startup (1-50),Technology,Poor,Slow (<25 Mbps),41,Very High,Few times per week,71.8,65.4,72.4,80.7,89.4,12,48,100.0,10,8,2024-02-29,High
EMP0485,28,4,2,Male,Associate Degree,Single,No,Urban,Marketing,Mid-Level,Large (1001-5000),Finance,Good,Very Fast (100+ Mbps),40,Very High,Daily,92.4,75.5,96.3,62.9,95.0,3,41,100.0,7,5,2024-04-03,High
EMP1485,37,0,5,Female,Bachelor Degree,Divorced,Yes,Suburban,Engineering,Junior,Small (51-200),Healthcare,Excellent,Fast (50-100 Mbps),28,High,Weekly,87.9,93.7,88.1,57.8,95.0,13,0,100.0,5,8,2024-01-26,High
EMP0031,29,3,4,Male,Bachelor Degree,Single,No,Suburban,Engineering,Mid-Level,Small (51-200),Finance,Average,Very Fast (100+ Mbps),51,Low,Monthly,90.3,84.9,88.9,76.4,95.0,6,32,91.5,9,8,2024-03-24,High
EMP1108,25,1,3,Female,Master Degree,In Relationship,No,Suburban,Data Science,Junior,Medium (201-1000),Technology,Poor,Fast (50-100 Mbps),43,Moderate,Few times per week,35.0,40.0,52.3,39.7,45.8,7,43,59.1,7,5,2024-04-17,High
EMP0104,27,1,2,Female,Bachelor Degree,Married,Yes,Rural,Sales,Mid-Level,Large (1001-5000),Technology,Average,Fast (50-100 Mbps),38,High,Daily,86.8,73.1,93.4,76.5,95.0,9,37,100.0,7,3,2024-05-13,High
EMP0201,38,8,3,Male,Bachelor Degree,Married,Yes,Urban,HR,Senior,Small (51-200),Healthcare,Excellent,Very Fast (100+ Mbps),36,High,Weekly,98.0,88.2,100.0,74.5,95.0,12,30,100.0,7,5,2024-02-18,Medium
EMP1128,28,0,0,Male,High School,Divorced,Yes,Urban,Finance,Junior,Medium (201-1000),Technology,Poor,Very Fast (100+ Mbps),52,Moderate,Monthly,38.3,53.5,50.0,41.9,55.4,8,97,37.6,8,5,2024-01-18,High
EMP0908,41,8,2,Female,Bachelor Degree,Single,No,Suburban,Engineering,Senior,Medium (201-1000),Finance,Average,Moderate (25-50 Mbps),44,Moderate,Weekly,77.3,58.6,97.5,59.9,95.0,5,68,82.5,8,10,2024-03-08,High
EMP0155,37,8,5,Female,Master Degree,Married,Yes,Suburban,Engineering,Lead,Startup (1-50),Healthcare,Excellent,Very Fast (100+ Mbps),47,Moderate,Weekly,98.0,88.2,100.0,86.2,95.0,11,0,100.0,7,6,2024-02-15,High
EMP0512,34,1,2,Male,Master Degree,Married,No,Suburban,Operations,Junior,Large (1001-5000),Healthcare,Good,Fast (50-100 Mbps),42,Moderate,Few times per week,98.0,100.0,100.0,77.5,95.0,8,33,100.0,5,10,2024-01-16,Medium
EMP0948,28,0,2,Female,Bachelor Degree,Single,No,Suburban,Sales,Junior,Large (1001-5000),Consulting,Excellent,Very Fast (100+ Mbps),46,Moderate,Bi-weekly,98.0,100.0,100.0,83.6,95.0,4,10,93.5,1,8,2024-04-09,High
EMP1270,46,7,3,Female,Associate Degree,In Relationship,No,Suburban,Engineering,Senior,Startup (1-50),Healthcare,Average,Fast (50-100 Mbps),41,High,Few times per week,95.5,100.0,93.8,95.0,95.0,5,36,100.0,1,4,2024-01-30,High
EMP0376,28,1,1,Male,Bachelor Degree,Married,Yes,Rural,Sales,Junior,Medium (201-1000),Education,Average,Very Fast (100+ Mbps),48,Moderate,Daily,68.6,62.3,64.2,49.5,91.3,8,52,83.9,7,8,2024-05-03,Medium
EMP1364,26,0,4,Female,Associate Degree,Divorced,No,Urban,Sales,Junior,Enterprise (5000+),Technology,Excellent,Moderate (25-50 Mbps),30,Low,Weekly,35.0,46.1,50.7,30.0,63.3,6,49,67.8,6,6,2024-04-13,High
EMP0288,40,13,3,Female,Master Degree,In Relationship,Yes,Suburban,Engineering,Lead,Startup (1-50),Technology,Good,Very Fast (100+ Mbps),49,High,Few times per week,98.0,95.9,96.6,95.0,95.0,8,30,100.0,6,7,2024-04-07,High
EMP0919,30,3,0,Female,High School,Single,Yes,Rural,Engineering,Mid-Level,Small (51-200),Healthcare,Excellent,Moderate (25-50 Mbps),42,Very High,Daily,98.0,100.0,95.5,95.0,95.0,6,7,100.0,7,7,2024-03-28,High
EMP1449,46,17,2,Female,Master Degree,Married,No,Suburban,Engineering,Director,Small (51-200),Manufacturing,Good,Very Fast (100+ Mbps),46,Low,Weekly,80.6,83.6,76.3,86.2,95.0,6,76,100.0,5,7,2024-03-14,High
EMP1259,28,2,5,Male,Master Degree,In Relationship,No,Suburban,Engineering,Mid-Level,Small (51-200),Education,Excellent,Very Fast (100+ Mbps),44,Low,Monthly,48.4,41.2,61.7,39.8,64.0,10,0,69.0,3,9,2024-04-04,High
EMP0393,23,0,3,Male,Associate Degree,Single,No,Suburban,Finance,Junior,Startup (1-50),Education,Good,Very Fast (100+ Mbps),42,Low,Weekly,57.7,64.8,60.5,55.4,73.1,9,31,92.9,6,6,2024-02-11,Medium
EMP0510,27,3,4,Male,Professional Degree,Divorced,Yes,Rural,Finance,Mid-Level,Startup (1-50),Retail,Average,Very Fast (100+ Mbps),32,High,Few times per week,82.5,85.3,81.2,89.7,95.0,6,29,100.0,3,8,2024-04-07,High
EMP0224,22,1,2,Male,Bachelor Degree,Single,Yes,Rural,Data Science,Junior,Medium (201-1000),Education,Excellent,Fast (50-100 Mbps),44,High,Monthly,79.6,73.2,80.9,76.8,95.0,8,41,100.0,2,6,2024-05-01,High
EMP0695,40,3,5,Male,Associate Degree,Married,No,Suburban,Product,Senior,Startup (1-50),Technology,Good,Very Fast (100+ Mbps),37,High,Few times per week,72.7,66.3,76.9,56.4,95.0,10,0,100.0,4,9,2024-02-08,High
EMP0825,30,0,0,Female,Bachelor Degree,Married,No,Suburban,Customer Success,Junior,Large (1001-5000),Education,Poor,Slow (<25 Mbps),43,Low,Weekly,64.8,64.6,82.9,63.0,79.9,3,3,100.0,5,6,2024-02-12,High
EMP0125,40,2,3,Male,Associate Degree,In Relationship,No,Suburban,HR,Junior,Small (51-200),Consulting,Average,Fast (50-100 Mbps),35,Very High,Few times per week,56.6,40.2,62.3,59.2,89.2,11,37,98.5,9,9,2024-05-01,Medium
EMP0202,40,7,2,Male,Bachelor Degree,Married,No,Urban,Engineering,Lead,Large (1001-5000),Finance,Good,Fast (50-100 Mbps),36,High,Daily,98.0,94.0,97.1,88.6,95.0,8,45,100.0,5,4,2024-04-22,High
EMP0111,22,1,1,Female,Master Degree,Married,No,Suburban,Sales,Junior,Large (1001-5000),Media,Good,Fast (50-100 Mbps),41,Low,Daily,57.1,62.4,59.0,79.5,75.8,13,10,84.6,6,7,2024-03-23,High
EMP0957,38,6,4,Male,Master Degree,Married,Yes,Suburban,Sales,Senior,Enterprise (5000+),Technology,Good,Fast (50-100 Mbps),46,High,Few times per week,96.8,95.8,100.0,92.4,95.0,9,21,100.0,7,9,2024-01-31,High
EMP0842,41,11,3,Male,Master Degree,Divorced,No,Urban,Marketing,Senior,Startup (1-50),Technology,Good,Slow (<25 Mbps),42,High,Weekly,98.0,100.0,100.0,93.9,95.0,6,27,100.0,6,2,2024-03-22,Medium
EMP0868,38,2,2,Non-binary,Associate Degree,Married,No,Suburban,Engineering,Junior,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),36,Very High,Few times per week,91.9,88.4,100.0,68.5,95.0,5,19,100.0,4,7,2024-02-15,High
EMP0726,33,6,4,Male,Bachelor Degree,Divorced,No,Suburban,Sales,Mid-Level,Large (1001-5000),Technology,Good,Slow (<25 Mbps),41,Very High,Few times per week,86.8,88.4,92.1,73.0,95.0,8,46,100.0,5,6,2024-02-22,Medium
EMP0883,30,3,2,Male,Bachelor Degree,Married,No,Urban,Product,Mid-Level,Small (51-200),Technology,Poor,Very Fast (100+ Mbps),45,High,Daily,98.0,100.0,100.0,90.9,95.0,3,34,100.0,7,5,2024-02-14,High
EMP1456,22,0,4,Female,Master Degree,Divorced,No,Suburban,Marketing,Junior,Large (1001-5000),Healthcare,Good,Very Fast (100+ Mbps),48,Very High,Few times per week,78.7,66.1,80.4,59.6,93.5,9,15,100.0,8,1,2024-04-20,High
EMP0194,23,0,1,Female,Master Degree,Married,Yes,Suburban,Sales,Mid-Level,Large (1001-5000),Healthcare,Good,Moderate (25-50 Mbps),51,Moderate,Few times per week,61.2,70.5,67.3,74.0,78.0,8,27,90.1,7,7,2024-04-11,High
EMP0390,29,0,0,Female,High School,Married,No,Rural,Product,Mid-Level,Enterprise (5000+),Media,Good,Fast (50-100 Mbps),49,Moderate,Bi-weekly,54.1,56.1,54.2,35.5,71.9,7,10,78.9,2,6,2024-03-07,High
EMP0834,28,0,5,Male,Associate Degree,Married,No,Urban,Marketing,Junior,Large (1001-5000),Retail,Average,Very Fast (100+ Mbps),40,High,Daily,78.5,80.9,82.1,53.3,95.0,13,0,100.0,8,1,2024-05-11,Low
EMP1263,39,3,1,Female,Bachelor Degree,Married,No,Urban,Design,Senior,Enterprise (5000+),Healthcare,Good,Very Fast (100+ Mbps),48,Moderate,Daily,95.7,89.1,92.8,81.9,95.0,7,32,70.0,6,6,2024-02-03,Medium
EMP0498,33,6,1,Female,PhD,Divorced,Yes,Rural,Customer Success,Mid-Level,Large (1001-5000),Media,Excellent,Fast (50-100 Mbps),39,High,Weekly,98.0,100.0,95.2,95.0,95.0,10,23,100.0,6,8,2024-05-06,High
EMP0969,34,0,3,Female,Master Degree,Single,No,Rural,Engineering,Junior,Medium (201-1000),Healthcare,Excellent,Fast (50-100 Mbps),48,Moderate,Few times per week,77.8,84.1,74.9,77.5,88.8,9,16,97.7,2,9,2024-03-09,High
EMP1181,36,1,4,Male,Bachelor Degree,Married,Yes,Urban,Customer Success,Junior,Small (51-200),Finance,Average,Fast (50-100 Mbps),51,High,Few times per week,75.1,79.8,76.9,70.2,84.1,8,7,100.0,5,8,2024-04-19,High
EMP1170,42,9,2,Male,Master Degree,Married,No,Urban,Customer Success,Mid-Level,Medium (201-1000),Technology,Average,Very Fast (100+ Mbps),45,Moderate,Few times per week,95.0,100.0,100.0,77.5,95.0,6,26,100.0,4,2,2024-04-12,High
EMP0271,47,16,4,Male,Bachelor Degree,Single,Yes,Suburban,Finance,Director,Startup (1-50),Technology,Good,Fast (50-100 Mbps),31,High,Daily,80.3,77.9,95.2,64.0,95.0,8,28,100.0,8,3,2024-02-05,High
EMP1299,37,4,4,Male,PhD,Married,Yes,Suburban,Engineering,Senior,Medium (201-1000),Finance,Average,Fast (50-100 Mbps),32,Moderate,Weekly,96.6,94.7,83.5,85.5,95.0,11,38,100.0,4,8,2024-04-04,Low
EMP0439,22,1,2,Male,Bachelor Degree,Single,Yes,Urban,Engineering,Junior,Small (51-200),Retail,Good,Very Fast (100+ Mbps),41,Moderate,Weekly,65.5,68.4,69.0,59.0,74.8,6,44,87.2,7,5,2024-05-02,High
EMP0995,25,0,3,Female,Master Degree,In Relationship,No,Rural,Marketing,Junior,Large (1001-5000),Finance,Average,Very Fast (100+ Mbps),25,Low,Daily,68.3,75.0,77.2,39.7,78.9,7,16,90.8,5,7,2024-04-19,High
EMP0571,35,1,0,Male,Bachelor Degree,Married,Yes,Urban,Sales,Junior,Medium (201-1000),Retail,Average,Fast (50-100 Mbps),43,Low,Weekly,86.9,81.6,90.3,70.3,95.0,7,23,100.0,8,3,2024-05-07,Medium
EMP0488,25,0,0,Male,Bachelor Degree,Divorced,Yes,Urban,Data Science,Junior,Large (1001-5000),Education,Excellent,Fast (50-100 Mbps),41,Moderate,Few times per week,79.1,74.9,81.6,57.7,95.0,7,33,96.9,5,9,2024-01-24,High
EMP1053,39,2,0,Female,Master Degree,Married,Yes,Urban,Sales,Junior,Large (1001-5000),Healthcare,Average,Moderate (25-50 Mbps),35,Moderate,Weekly,95.0,99.1,97.6,90.5,95.0,7,14,100.0,8,5,2024-04-12,Medium
EMP1279,36,6,5,Female,Associate Degree,Married,Yes,Urban,Sales,Senior,Medium (201-1000),Media,Excellent,Very Fast (100+ Mbps),42,Moderate,Monthly,66.9,65.6,72.4,68.8,90.4,8,0,82.6,6,5,2024-04-23,Low
EMP0677,25,1,2,Female,High School,Single,No,Suburban,Engineering,Junior,Enterprise (5000+),Finance,Good,Fast (50-100 Mbps),39,Moderate,Few times per week,98.0,96.4,83.1,77.9,95.0,8,80,100.0,1,8,2024-02-06,High
EMP0065,42,6,2,Male,Bachelor Degree,Married,No,Suburban,Operations,Senior,Medium (201-1000),Consulting,Good,Very Fast (100+ Mbps),45,Moderate,Weekly,98.0,100.0,99.0,88.5,95.0,12,79,100.0,6,7,2024-01-30,Medium
EMP0139,42,4,5,Female,Associate Degree,In Relationship,No,Rural,Engineering,Senior,Large (1001-5000),Technology,Excellent,Very Fast (100+ Mbps),48,Very High,Daily,98.0,88.8,97.2,73.3,95.0,9,0,100.0,2,8,2024-05-14,High
EMP0469,30,1,4,Female,Bachelor Degree,Married,No,Rural,Engineering,Junior,Large (1001-5000),Education,Average,Very Fast (100+ Mbps),42,Moderate,Daily,62.0,61.7,62.3,58.1,79.2,10,6,50.8,6,7,2024-02-24,Medium
EMP0121,42,13,4,Female,Bachelor Degree,Single,Yes,Urban,Engineering,Senior,Medium (201-1000),Education,Poor,Fast (50-100 Mbps),43,Moderate,Weekly,98.0,100.0,100.0,85.3,95.0,6,46,100.0,5,8,2024-03-26,High
EMP0146,42,9,3,Female,Professional Degree,Married,Yes,Rural,Product,Senior,Enterprise (5000+),Media,Good,Very Fast (100+ Mbps),34,Low,Few times per week,86.1,81.7,83.4,75.5,95.0,11,44,75.2,8,9,2024-03-18,High
EMP0015,22,1,0,Female,Bachelor Degree,Married,No,Rural,Engineering,Junior,Small (51-200),Technology,Excellent,Fast (50-100 Mbps),44,High,Few times per week,64.4,54.3,74.9,59.9,84.4,7,29,100.0,3,6,2024-01-26,Medium
EMP1472,29,1,3,Male,Associate Degree,Divorced,No,Suburban,Sales,Junior,Enterprise (5000+),Consulting,Good,Very Fast (100+ Mbps),39,High,Few times per week,97.8,100.0,100.0,74.1,95.0,5,26,100.0,6,8,2024-01-30,High
EMP1206,35,4,4,Male,Bachelor Degree,Single,Yes,Suburban,Finance,Senior,Small (51-200),Technology,Excellent,Very Fast (100+ Mbps),37,High,Weekly,98.0,91.9,86.7,84.1,95.0,11,38,100.0,5,3,2024-02-19,Medium
EMP0472,22,1,3,Female,Bachelor Degree,Single,No,Suburban,Product,Mid-Level,Large (1001-5000),Finance,Good,Fast (50-100 Mbps),50,Very High,Daily,81.4,76.7,92.4,71.0,95.0,7,35,100.0,8,3,2024-03-05,High
EMP1135,32,4,4,Female,Bachelor Degree,Married,No,Urban,Finance,Mid-Level,Large (1001-5000),Finance,Average,Fast (50-100 Mbps),44,Moderate,Weekly,46.3,60.9,58.7,58.6,52.8,7,37,65.0,6,2,2024-02-29,High
EMP1205,35,0,5,Male,Master Degree,Divorced,Yes,Urban,Product,Junior,Small (51-200),Education,Good,Very Fast (100+ Mbps),39,Moderate,Few times per week,66.1,68.9,71.2,64.9,85.9,9,0,93.2,7,3,2024-03-16,Medium
EMP0044,32,3,4,Female,Bachelor Degree,Married,Yes,Urban,Engineering,Senior,Large (1001-5000),Technology,Average,Fast (50-100 Mbps),48,High,Bi-weekly,78.0,82.5,83.3,83.1,95.0,3,20,100.0,3,6,2024-03-09,Medium
EMP0693,25,0,3,Female,Master Degree,In Relationship,No,Suburban,Design,Junior,Large (1001-5000),Manufacturing,Poor,Very Fast (100+ Mbps),43,High,Few times per week,77.6,68.8,88.2,73.8,92.8,2,29,100.0,9,6,2024-05-09,High
EMP0132,35,8,4,Female,Bachelor Degree,Divorced,No,Urban,Sales,Senior,Startup (1-50),Healthcare,Average,Very Fast (100+ Mbps),33,Very Low,Weekly,60.8,52.7,66.7,69.7,79.3,10,24,94.1,5,10,2024-04-27,High
EMP0461,52,12,1,Male,Bachelor Degree,Married,No,Urban,Engineering,Senior,Large (1001-5000),Finance,Average,Fast (50-100 Mbps),43,Moderate,Daily,98.0,100.0,92.6,93.4,95.0,11,34,96.5,2,6,2024-03-27,Medium
EMP0508,27,1,4,Female,Bachelor Degree,Divorced,Yes,Urban,Data Science,Mid-Level,Medium (201-1000),Technology,Good,Fast (50-100 Mbps),53,Very Low,Daily,35.0,42.1,50.0,30.0,43.4,3,7,71.4,9,7,2024-04-02,High
EMP0248,29,1,4,Male,Associate Degree,Married,Yes,Suburban,Engineering,Mid-Level,Enterprise (5000+),Healthcare,Excellent,Moderate (25-50 Mbps),45,High,Weekly,98.0,100.0,93.7,93.5,95.0,5,28,100.0,8,3,2024-04-27,High
EMP0925,45,15,5,Female,Master Degree,In Relationship,Yes,Urban,Design,Lead,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),35,Moderate,Weekly,91.4,96.6,95.4,95.0,95.0,12,0,82.9,8,6,2024-02-22,High
EMP1060,31,3,5,Female,Bachelor Degree,Married,Yes,Urban,HR,Mid-Level,Large (1001-5000),Finance,Excellent,Slow (<25 Mbps),34,Moderate,Few times per week,83.6,84.3,73.8,83.1,95.0,8,0,83.3,3,5,2024-02-22,Medium
EMP0898,36,4,5,Female,Bachelor Degree,Married,Yes,Suburban,Customer Success,Junior,Medium (201-1000),Media,Good,Very Fast (100+ Mbps),41,High,Daily,71.7,75.5,68.6,66.3,85.4,8,0,100.0,6,6,2024-01-23,High
EMP0765,45,3,2,Female,Master Degree,Single,Yes,Urban,Engineering,Mid-Level,Startup (1-50),Retail,Excellent,Fast (50-100 Mbps),34,High,Few times per week,84.9,73.9,84.5,95.0,95.0,13,39,100.0,5,5,2024-04-10,Medium
EMP1376,33,6,2,Male,Bachelor Degree,Married,Yes,Suburban,Product,Senior,Large (1001-5000),Education,Good,Fast (50-100 Mbps),43,High,Daily,98.0,100.0,97.1,86.5,95.0,8,33,100.0,7,7,2024-03-10,High
EMP0639,23,0,4,Female,Bachelor Degree,Divorced,No,Suburban,HR,Junior,Small (51-200),Retail,Excellent,Very Fast (100+ Mbps),39,Very Low,Weekly,68.1,81.5,73.7,54.7,77.0,9,32,73.3,4,6,2024-01-19,High
EMP0412,24,1,0,Female,Master Degree,Single,No,Suburban,Design,Junior,Large (1001-5000),Manufacturing,Good,Very Fast (100+ Mbps),38,High,Daily,80.9,95.2,76.8,51.1,95.0,9,62,100.0,5,1,2024-03-26,High
EMP1418,37,10,1,Female,Master Degree,Divorced,No,Suburban,Design,Mid-Level,Small (51-200),Technology,Average,Fast (50-100 Mbps),38,Moderate,Bi-weekly,78.9,73.3,84.4,78.7,95.0,4,23,87.7,2,4,2024-04-09,High
EMP0434,41,2,1,Female,Bachelor Degree,Married,No,Suburban,Engineering,Junior,Startup (1-50),Consulting,Average,Very Fast (100+ Mbps),44,Very High,Few times per week,69.5,71.9,76.9,52.7,82.5,9,33,100.0,6,7,2024-03-22,Medium
EMP0867,37,3,3,Male,Bachelor Degree,Divorced,Yes,Urban,Sales,Mid-Level,Small (51-200),Non-profit,Average,Very Fast (100+ Mbps),42,Very High,Weekly,98.0,100.0,98.5,86.4,95.0,8,44,100.0,4,4,2024-04-20,High
EMP1243,29,0,0,Male,Master Degree,In Relationship,No,Suburban,HR,Mid-Level,Medium (201-1000),Healthcare,Excellent,Very Fast (100+ Mbps),35,Very High,Few times per week,98.0,93.3,100.0,88.8,95.0,8,20,100.0,5,10,2024-03-16,High
EMP1081,31,2,3,Male,Bachelor Degree,Married,Yes,Urban,Sales,Mid-Level,Medium (201-1000),Finance,Average,Moderate (25-50 Mbps),36,Moderate,Daily,84.1,91.6,89.3,95.0,95.0,5,9,97.5,4,9,2024-03-08,Medium
EMP1385,41,2,4,Male,High School,Married,Yes,Suburban,Marketing,Junior,Medium (201-1000),Technology,Good,Fast (50-100 Mbps),35,Very Low,Daily,65.3,56.6,72.4,53.5,74.8,6,26,87.8,9,2,2024-05-01,High
EMP0339,38,1,2,Male,Master Degree,Divorced,No,Suburban,Customer Success,Junior,Medium (201-1000),Finance,Average,Moderate (25-50 Mbps),41,Moderate,Daily,51.4,53.1,50.0,42.6,74.2,3,34,56.7,8,8,2024-04-08,High
EMP1126,24,0,4,Female,Bachelor Degree,Married,Yes,Urban,Finance,Junior,Enterprise (5000+),Consulting,Average,Very Fast (100+ Mbps),49,Very Low,Daily,70.4,72.7,66.1,52.9,95.0,10,46,86.1,6,5,2024-03-03,High
EMP0974,29,1,5,Male,Master Degree,Divorced,Yes,Urban,Sales,Junior,Large (1001-5000),Healthcare,Excellent,Moderate (25-50 Mbps),39,High,Bi-weekly,81.3,93.1,84.6,67.9,95.0,8,0,100.0,6,8,2024-01-21,Medium
EMP0263,22,0,3,Female,Bachelor Degree,Married,Yes,Urban,Engineering,Junior,Small (51-200),Technology,Excellent,Very Fast (100+ Mbps),51,Low,Few times per week,75.6,72.0,77.1,54.5,87.3,8,29,72.7,6,5,2024-03-23,Medium
EMP0258,28,3,3,Male,Master Degree,Single,No,Suburban,Marketing,Senior,Large (1001-5000),Technology,Good,Slow (<25 Mbps),51,Low,Weekly,84.1,77.5,81.1,77.4,92.6,9,7,97.3,5,7,2024-04-17,Low
EMP1091,34,6,4,Female,Bachelor Degree,Single,Yes,Suburban,Product,Senior,Small (51-200),Technology,Good,Very Fast (100+ Mbps),45,Moderate,Few times per week,74.7,94.0,81.3,81.0,91.5,6,26,99.2,2,7,2024-04-14,High
EMP0142,46,6,3,Female,Bachelor Degree,Single,No,Suburban,Operations,Lead,Large (1001-5000),Education,Poor,Very Fast (100+ Mbps),49,Moderate,Daily,98.0,100.0,99.0,90.1,95.0,11,21,100.0,7,4,2024-04-15,High
EMP0996,32,3,3,Female,Master Degree,Married,Yes,Urban,Engineering,Mid-Level,Small (51-200),Technology,Average,Moderate (25-50 Mbps),40,Moderate,Few times per week,55.8,55.2,65.3,47.2,76.5,7,15,75.5,7,8,2024-03-24,Medium
EMP0176,42,5,1,Female,Associate Degree,Single,Yes,Rural,Finance,Senior,Small (51-200),Healthcare,Average,Very Fast (100+ Mbps),39,Very High,Weekly,94.0,95.4,95.3,84.0,95.0,5,21,100.0,3,8,2024-02-03,Medium
EMP1446,29,2,4,Male,Bachelor Degree,Married,No,Suburban,Operations,Junior,Small (51-200),Education,Excellent,Very Fast (100+ Mbps),33,High,Weekly,89.2,83.1,90.3,67.9,95.0,10,37,100.0,5,6,2024-04-08,High
EMP1394,36,12,5,Male,High School,Married,Yes,Rural,Marketing,Senior,Small (51-200),Consulting,Excellent,Very Fast (100+ Mbps),46,Very High,Bi-weekly,98.0,100.0,95.7,95.0,95.0,12,0,100.0,8,8,2024-02-18,High
EMP0494,27,1,4,Female,PhD,Married,No,Urban,Product,Junior,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),36,High,Daily,97.6,97.4,95.6,94.2,95.0,9,0,100.0,6,2,2024-05-13,High
EMP0119,45,12,5,Female,Bachelor Degree,Married,No,Urban,Marketing,Senior,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),36,High,Monthly,56.0,53.6,62.2,37.9,69.1,6,0,100.0,6,7,2024-04-05,High
EMP0491,34,1,1,Female,Master Degree,Married,No,Suburban,Engineering,Junior,Enterprise (5000+),Technology,Average,Very Fast (100+ Mbps),36,Moderate,Few times per week,74.7,75.2,84.6,62.6,95.0,8,22,100.0,5,6,2024-03-19,Medium
EMP0630,44,4,2,Female,Bachelor Degree,Single,No,Urban,Engineering,Mid-Level,Startup (1-50),Non-profit,Good,Fast (50-100 Mbps),40,High,Bi-weekly,77.7,79.3,89.8,67.7,95.0,8,12,100.0,5,9,2024-04-27,High
EMP0744,35,3,3,Male,High School,Single,No,Urban,Sales,Mid-Level,Large (1001-5000),Technology,Average,Very Fast (100+ Mbps),41,Low,Weekly,74.7,67.0,81.9,60.7,95.0,8,26,100.0,6,8,2024-05-09,High
EMP0230,41,7,4,Male,Bachelor Degree,Divorced,No,Urban,Operations,Lead,Large (1001-5000),Technology,Good,Very Fast (100+ Mbps),50,Very High,Few times per week,98.0,100.0,100.0,92.1,95.0,8,47,100.0,5,8,2024-03-02,High
EMP0040,36,2,0,Female,Master Degree,Married,Yes,Suburban,Marketing,Junior,Large (1001-5000),Manufacturing,Average,Fast (50-100 Mbps),53,High,Few times per week,98.0,94.2,100.0,90.3,95.0,8,37,100.0,5,7,2024-04-21,High
EMP1001,47,13,3,Male,Bachelor Degree,Single,No,Rural,Operations,Lead,Startup (1-50),Technology,Good,Very Fast (100+ Mbps),40,Low,Daily,85.5,72.2,93.0,57.7,95.0,8,32,100.0,3,6,2024-04-07,High
EMP0664,30,3,2,Male,Master Degree,In Relationship,No,Suburban,Product,Senior,Enterprise (5000+),Education,Excellent,Very Fast (100+ Mbps),48,High,Weekly,98.0,89.8,95.7,91.7,95.0,8,27,100.0,6,6,2024-02-28,Medium
EMP1227,35,5,2,Male,Bachelor Degree,Single,Yes,Rural,Sales,Senior,Enterprise (5000+),Healthcare,Excellent,Moderate (25-50 Mbps),34,Very High,Daily,98.0,100.0,98.6,81.8,95.0,8,72,100.0,2,3,2024-01-21,High
EMP0002,33,4,5,Female,Master Degree,Married,No,Urban,Customer Success,Senior,Startup (1-50),Education,Good,Very Fast (100+ Mbps),52,Moderate,Monthly,81.5,70.8,93.3,77.9,89.5,12,0,96.1,3,8,2024-01-29,High
EMP1087,44,2,4,Male,Bachelor Degree,In Relationship,No,Suburban,Engineering,Mid-Level,Medium (201-1000),Finance,Good,Moderate (25-50 Mbps),47,High,Daily,98.0,100.0,100.0,85.0,95.0,12,33,100.0,7,5,2024-04-05,High
EMP1105,44,5,0,Female,PhD,Married,No,Suburban,Finance,Mid-Level,Enterprise (5000+),Consulting,Excellent,Very Fast (100+ Mbps),36,Moderate,Monthly,93.5,100.0,82.8,84.9,95.0,8,32,99.5,5,6,2024-03-14,High
EMP0331,34,0,3,Male,Associate Degree,Single,Yes,Urban,Design,Junior,Medium (201-1000),Technology,Average,Slow (<25 Mbps),47,Moderate,Weekly,88.6,98.1,82.8,94.5,95.0,4,8,100.0,6,10,2024-02-15,High
EMP0766,28,0,3,Male,Bachelor Degree,Single,Yes,Suburban,Operations,Junior,Large (1001-5000),Finance,Excellent,Very Fast (100+ Mbps),38,Moderate,Bi-weekly,96.5,100.0,100.0,76.5,95.0,8,15,100.0,7,6,2024-02-11,High
EMP1367,34,3,3,Male,Bachelor Degree,Divorced,Yes,Urban,HR,Senior,Medium (201-1000),Media,Poor,Very Fast (100+ Mbps),42,Very High,Daily,88.0,93.9,77.2,86.8,95.0,4,53,100.0,6,7,2024-02-18,Medium
EMP1478,38,1,4,Female,Master Degree,Married,Yes,Suburban,Finance,Junior,Small (51-200),Technology,Good,Very Fast (100+ Mbps),38,Moderate,Weekly,98.0,95.0,89.6,80.3,95.0,11,28,100.0,1,3,2024-04-14,High
EMP1416,43,11,4,Female,Bachelor Degree,Married,No,Suburban,Customer Success,Manager,Small (51-200),Education,Good,Fast (50-100 Mbps),36,High,Few times per week,98.0,90.2,100.0,68.7,95.0,9,25,100.0,6,6,2024-02-26,High
EMP1339,31,4,4,Female,Master Degree,Married,Yes,Urban,Customer Success,Mid-Level,Medium (201-1000),Technology,Poor,Very Fast (100+ Mbps),39,High,Daily,98.0,98.3,100.0,69.3,95.0,9,32,100.0,6,1,2024-01-29,High
EMP1309,44,11,4,Female,Bachelor Degree,Divorced,Yes,Suburban,Engineering,Lead,Small (51-200),Media,Average,Moderate (25-50 Mbps),43,Moderate,Weekly,98.0,100.0,94.2,78.2,95.0,8,23,100.0,2,4,2024-02-04,Low
EMP0612,34,0,3,Male,Bachelor Degree,Married,No,Suburban,Engineering,Mid-Level,Medium (201-1000),Education,Good,Fast (50-100 Mbps),47,Low,Weekly,80.9,83.3,76.9,81.0,95.0,13,30,100.0,4,7,2024-02-04,High
EMP1281,36,2,4,Male,Bachelor Degree,Married,Yes,Suburban,HR,Junior,Enterprise (5000+),Technology,Good,Very Fast (100+ Mbps),58,Moderate,Bi-weekly,98.0,100.0,89.4,82.2,95.0,6,16,100.0,8,5,2024-03-03,High
EMP0218,32,4,1,Male,Bachelor Degree,In Relationship,No,Suburban,Operations,Junior,Medium (201-1000),Government,Good,Moderate (25-50 Mbps),44,Very High,Daily,72.7,73.3,67.9,63.2,88.2,5,31,100.0,8,5,2024-03-19,Medium
EMP1040,44,13,2,Female,Bachelor Degree,Married,Yes,Suburban,Engineering,Manager,Enterprise (5000+),Government,Excellent,Very Fast (100+ Mbps),39,High,Few times per week,98.0,96.3,94.8,95.0,95.0,5,53,100.0,5,6,2024-01-18,Medium
EMP0366,31,3,4,Male,Master Degree,Single,No,Suburban,Engineering,Junior,Enterprise (5000+),Technology,Excellent,Fast (50-100 Mbps),45,Moderate,Weekly,83.7,77.4,75.1,83.9,95.0,6,15,100.0,8,10,2024-02-07,High
EMP1026,38,3,1,Male,Master Degree,Single,No,Rural,Marketing,Mid-Level,Startup (1-50),Government,Good,Moderate (25-50 Mbps),31,High,Monthly,91.0,76.6,94.2,85.3,95.0,11,53,100.0,8,3,2024-04-22,Medium
EMP0540,29,1,3,Female,Bachelor Degree,Married,Yes,Urban,Operations,Junior,Small (51-200),Technology,Average,Fast (50-100 Mbps),32,Very High,Daily,93.9,87.8,100.0,87.4,95.0,8,19,100.0,6,6,2024-02-17,High
EMP0007,49,1,2,Female,High School,In Relationship,No,Suburban,Marketing,Junior,Enterprise (5000+),Education,Average,Moderate (25-50 Mbps),38,Moderate,Few times per week,66.2,75.0,65.8,79.4,90.0,10,12,100.0,8,3,2024-02-12,Medium
EMP0930,34,6,4,Female,Bachelor Degree,Married,Yes,Urban,Engineering,Mid-Level,Large (1001-5000),Finance,Good,Very Fast (100+ Mbps),53,Moderate,Bi-weekly,98.0,100.0,100.0,93.3,95.0,9,41,100.0,7,6,2024-04-30,High
EMP0324,53,17,3,Male,Bachelor Degree,In Relationship,Yes,Urban,Marketing,Manager,Small (51-200),Finance,Good,Very Fast (100+ Mbps),49,Very High,Weekly,95.6,87.4,87.6,79.3,95.0,9,31,100.0,3,6,2024-01-31,Medium
EMP0891,42,1,3,Male,Bachelor Degree,Married,Yes,Suburban,HR,Junior,Small (51-200),Finance,Good,Very Fast (100+ Mbps),42,High,Daily,83.2,92.1,91.2,63.6,93.7,9,26,100.0,2,7,2024-02-03,High
EMP0602,26,0,3,Male,Associate Degree,Married,Yes,Suburban,Design,Mid-Level,Startup (1-50),Technology,Good,Fast (50-100 Mbps),52,Very Low,Daily,77.3,74.7,83.9,59.4,90.2,8,11,82.5,6,6,2024-05-07,High
EMP1499,44,12,4,Female,Bachelor Degree,Single,Yes,Suburban,Operations,Senior,Large (1001-5000),Technology,Average,Fast (50-100 Mbps),26,Very High,Daily,92.1,74.2,93.9,88.6,95.0,10,6,100.0,3,6,2024-02-21,Medium
EMP1464,27,0,2,Female,Bachelor Degree,Single,Yes,Suburban,Design,Junior,Startup (1-50),Technology,Good,Very Fast (100+ Mbps),47,High,Monthly,94.8,93.1,96.4,94.4,95.0,11,0,100.0,7,8,2024-03-25,High
EMP1313,47,3,3,Male,Bachelor Degree,Married,No,Urban,Engineering,Mid-Level,Small (51-200),Government,Good,Fast (50-100 Mbps),38,Low,Weekly,64.0,75.8,62.0,53.0,88.5,2,7,98.3,6,7,2024-04-12,Medium