developer_id,experience_level,primary_language,daily_coding_hours,commits_per_day,pull_requests_per_week,issues_closed_per_week,active_repos,code_reviews_per_week,productivity_score
DEV001,Advanced,JavaScript,3.4,5,4,8,9,4,72
DEV002,Intermediate,Python,5.2,4,5,3,5,2,68
DEV003,Intermediate,Python,6.4,1,3,5,8,6,69
DEV004,Intermediate,C++,6.0,5,3,6,9,7,83
DEV005,Advanced,Java,4.9,11,1,8,6,6,89
DEV006,Beginner,Rust,4.0,3,3,8,10,0,57
DEV007,Intermediate,C++,5.2,8,5,5,7,7,94
DEV008,Beginner,Go,5.6,4,10,4,7,2,92
DEV009,Beginner,C++,2.2,3,6,0,6,0,44
DEV010,Advanced,JavaScript,6.3,5,2,8,2,2,74
DEV011,Intermediate,Java,3.1,12,7,3,1,3,91
DEV012,Beginner,TypeScript,2.2,8,4,0,7,7,65
DEV013,Beginner,Go,3.4,2,5,4,5,7,65
DEV014,Intermediate,JavaScript,5.4,9,6,8,3,2,98
DEV015,Advanced,Go,5.0,6,5,3,4,3,75
DEV016,Advanced,Go,4.9,10,8,2,10,5,100
DEV017,Intermediate,Python,6.0,1,4,1,9,7,65
DEV018,Advanced,JavaScript,6.3,11,6,5,1,6,100
DEV019,Beginner,Rust,2.8,8,9,2,7,4,86
DEV020,Advanced,Python,3.4,10,6,5,7,0,81
DEV021,Advanced,JavaScript,5.4,10,1,3,9,6,79
DEV022,Advanced,C++,3.3,10,5,8,7,7,96
DEV023,Advanced,Rust,2.6,4,1,3,2,2,39
DEV024,Intermediate,Python,4.8,10,5,8,10,0,90
DEV025,Beginner,JavaScript,2.8,2,3,0,5,3,38
DEV026,Beginner,C++,2.7,12,9,7,1,5,100
DEV027,Advanced,Python,4.4,4,3,1,1,5,58
DEV028,Beginner,Python,4.7,11,8,4,2,3,100
DEV029,Intermediate,TypeScript,3.3,2,7,8,6,7,80
DEV030,Beginner,Go,2.4,2,7,3,6,0,52
DEV031,Advanced,Rust,3.8,6,6,7,6,2,79
DEV032,Beginner,Go,6.0,9,2,3,9,1,73
DEV033,Advanced,TypeScript,3.9,9,2,8,1,4,78
DEV034,Advanced,TypeScript,3.3,12,8,7,2,4,100
DEV035,Beginner,Go,4.0,12,9,8,6,5,100
DEV036,Intermediate,Python,4.2,6,5,1,8,6,73
DEV037,Beginner,Rust,6.5,11,7,2,1,7,100
DEV038,Intermediate,Go,6.9,8,3,4,10,7,92
DEV039,Beginner,TypeScript,2.5,3,8,3,10,5,69
DEV040,Beginner,Python,4.1,12,4,1,6,4,82
DEV041,Beginner,Java,3.0,6,6,1,5,7,73
DEV042,Beginner,Python,6.4,1,10,0,3,5,85
DEV043,Beginner,TypeScript,4.7,8,8,0,3,6,91
DEV044,Intermediate,Rust,2.3,3,10,0,6,6,72
DEV045,Advanced,JavaScript,3.7,1,1,5,7,1,37
DEV046,Advanced,Python,5.8,1,10,7,6,1,88
DEV047,Beginner,Java,3.1,2,1,4,6,0,33
DEV048,Intermediate,Java,5.9,1,7,4,8,7,82
DEV049,Advanced,Python,6.6,1,10,5,3,0,86
DEV050,Beginner,Java,4.8,7,3,2,8,1,63
DEV051,Beginner,TypeScript,6.1,3,5,8,8,1,77
DEV052,Intermediate,Python,3.8,8,10,3,8,4,97
DEV053,Intermediate,Go,4.9,6,7,1,3,6,84
DEV054,Beginner,Python,4.8,5,6,2,2,7,81
DEV055,Beginner,Rust,3.7,12,9,8,5,2,100
DEV056,Intermediate,Go,3.7,1,5,4,9,0,49
DEV057,Intermediate,TypeScript,5.5,1,5,3,3,5,66
DEV058,Advanced,Rust,6.6,4,7,3,8,0,79
DEV059,Intermediate,C++,4.8,9,8,0,7,6,95
DEV060,Advanced,Rust,4.5,4,6,2,8,3,68
DEV061,Advanced,JavaScript,4.7,3,1,3,10,1,44
DEV062,Intermediate,JavaScript,2.0,11,10,0,3,6,95
DEV063,Advanced,Python,2.2,3,10,6,6,7,86
DEV064,Beginner,Go,4.3,3,8,4,3,1,72
DEV065,Beginner,C++,5.2,5,10,7,4,4,100
DEV066,Intermediate,C++,3.8,1,3,8,9,5,60
DEV067,Beginner,Go,4.9,9,10,4,3,7,100
DEV068,Intermediate,Rust,6.3,4,5,6,2,2,79
DEV069,Intermediate,Rust,6.1,12,2,4,6,3,88
DEV070,Advanced,Rust,4.5,3,3,0,1,5,53
DEV071,Beginner,TypeScript,6.2,10,8,0,8,2,97
DEV072,Intermediate,TypeScript,2.2,10,7,1,3,7,85
DEV073,Beginner,Python,6.4,2,9,5,3,6,96
DEV074,Beginner,C++,6.6,6,1,6,6,0,67
DEV075,Advanced,Rust,4.7,7,1,0,4,2,52
DEV076,Beginner,Rust,4.7,5,3,3,6,3,62
DEV077,Advanced,JavaScript,3.7,3,5,2,1,4,59
DEV078,Advanced,JavaScript,5.4,11,8,8,10,7,100
DEV079,Intermediate,TypeScript,6.6,11,7,3,10,7,100
DEV080,Beginner,Rust,3.4,11,3,8,7,0,78
DEV081,Beginner,Python,3.3,5,3,8,8,4,67
DEV082,Beginner,Python,3.7,4,7,5,4,1,70
DEV083,Advanced,Python,4.5,10,1,0,1,1,58
DEV084,Beginner,Java,5.6,10,9,2,5,5,100
DEV085,Beginner,C++,6.9,10,10,6,10,4,100
DEV086,Advanced,JavaScript,3.8,5,2,4,3,6,62
DEV087,Advanced,C++,6.8,4,2,3,6,3,66
DEV088,Advanced,C++,3.8,10,7,3,3,0,83
DEV089,Advanced,TypeScript,6.0,5,9,4,7,0,89
DEV090,Intermediate,Go,5.4,9,8,6,6,2,100
DEV091,Intermediate,C++,5.6,9,6,6,8,6,100
DEV092,Advanced,TypeScript,6.0,10,6,3,5,3,96
DEV093,Beginner,Python,3.7,6,7,2,1,4,76
DEV094,Intermediate,TypeScript,2.1,4,3,1,5,5,46
DEV095,Intermediate,C++,3.2,11,1,5,2,6,75
DEV096,Intermediate,Python,2.5,6,1,8,3,6,62
DEV097,Beginner,Python,3.8,4,7,8,10,1,77
DEV098,Beginner,TypeScript,3.9,2,3,1,8,2,43
DEV099,Intermediate,C++,4.0,11,5,6,10,7,99
DEV100,Advanced,Python,5.0,7,8,1,7,3,86
DEV101,Intermediate,TypeScript,5.3,11,4,6,4,6,99
DEV102,Advanced,TypeScript,5.5,10,3,2,1,2,77
DEV103,Advanced,Python,4.9,9,10,4,5,5,100
DEV104,Advanced,Go,2.7,10,10,2,5,5,97
DEV105,Beginner,C++,5.7,5,10,7,10,5,100
DEV106,Intermediate,Rust,2.7,8,7,2,7,5,79
DEV107,Advanced,C++,6.0,8,6,5,8,3,94
DEV108,Beginner,JavaScript,3.4,4,2,2,2,2,45
DEV109,Intermediate,Go,4.0,11,9,3,2,7,100
DEV110,Beginner,Go,6.2,10,8,6,5,7,100
DEV111,Beginner,Rust,6.1,3,2,2,3,6,63
DEV112,Beginner,Rust,5.1,1,5,6,9,6,72
DEV113,Intermediate,Python,3.2,2,6,4,6,5,64
DEV114,Advanced,TypeScript,2.8,9,8,5,7,4,91
DEV115,Beginner,Python,2.6,3,5,3,6,1,50
DEV116,Advanced,JavaScript,3.9,7,3,3,8,3,64
DEV117,Beginner,Python,6.7,12,9,1,5,1,100
DEV118,Advanced,JavaScript,2.3,10,5,3,7,7,81
DEV119,Intermediate,JavaScript,5.1,6,4,6,8,0,71
DEV120,Advanced,TypeScript,6.2,2,4,3,6,7,73
DEV121,Intermediate,C++,3.8,5,9,7,5,3,90
DEV122,Beginner,Java,5.2,12,4,6,3,7,100
DEV123,Beginner,Rust,2.3,6,7,5,7,1,69
DEV124,Intermediate,C++,4.9,10,10,7,5,2,100
DEV125,Intermediate,C++,2.8,5,3,2,7,3,51
DEV126,Beginner,Python,4.2,12,5,4,5,1,87
DEV127,Intermediate,JavaScript,6.3,6,6,2,2,1,79
DEV128,Beginner,C++,5.1,4,5,7,10,2,75
DEV129,Beginner,JavaScript,4.8,9,9,6,1,3,100
DEV130,Intermediate,C++,5.8,7,6,4,8,5,92
DEV131,Intermediate,Rust,6.5,5,10,2,5,2,95
DEV132,Intermediate,Rust,3.3,5,8,4,10,2,75
DEV133,Advanced,TypeScript,2.2,11,1,7,4,6,74
DEV134,Advanced,C++,4.8,12,4,2,10,1,82
DEV135,Advanced,TypeScript,3.5,2,1,6,4,4,47
DEV136,Beginner,Java,3.2,10,10,2,6,2,94
DEV137,Beginner,Go,5.6,10,3,8,10,6,98
DEV138,Beginner,Python,5.7,6,2,5,10,3,70
DEV139,Beginner,JavaScript,5.4,3,4,3,10,1,60
DEV140,Intermediate,Java,6.3,5,8,7,5,3,98
DEV141,Intermediate,Go,4.7,4,6,1,4,1,63
DEV142,Beginner,Rust,4.6,9,5,8,2,7,100
DEV143,Beginner,C++,2.0,9,5,3,5,1,65
DEV144,Intermediate,Java,3.7,10,7,4,5,2,88
DEV145,Advanced,C++,4.8,9,9,4,4,3,100
DEV146,Advanced,Java,4.1,9,1,3,3,4,65
DEV147,Intermediate,JavaScript,5.9,7,8,5,8,1,94
DEV148,Beginner,Java,2.8,12,3,7,9,2,80
DEV149,Beginner,Python,2.4,5,10,6,1,6,91
DEV150,Intermediate,C++,3.7,7,8,5,4,7,95