Business & Finance Data analytical assignment

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TexasSTAARFilterANOVAWeek5Data.csv
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Student Gender Testing Group Parental Level of Education Lunch Test Preparation Course Math Score Reading Score Writing Score
1 Female Group B Bachelors Degree Standard None 72 72 74
4 Male Group A Associates Degree Free/Reduced None 47 57 44
6 Female Group B Associates Degree Standard None 71 83 78
7 Female Group B Some College Standard Completed 88 95 92
8 Male Group B Some College Free/Reduced None 40 43 39
10 Female Group B High School Free/Reduced None 38 60 50
13 Female Group B High School Standard None 65 81 73
14 Male Group A Some College Standard Completed 78 72 70
22 Female Group B Some College Free/Reduced Completed 65 75 70
27 Male Group B Some College Standard None 69 54 55
32 Female Group B Some College Standard None 63 65 61
40 Male Group B Associates Degree Free/Reduced None 57 56 57
43 Female Group B Associates Degree Standard None 53 58 65
44 Male Group B Some College Free/Reduced Completed 59 65 66
46 Male Group B Associates Degree Standard None 65 54 57
47 Female Group A Associates Degree Standard Completed 55 65 62
63 Male Group A Associates Degree Free/Reduced None 62 61 55
69 Male Group B Associates Degree Free/Reduced None 61 58 56
73 Female Group A Associates Degree Free/Reduced None 41 51 48
76 Male Group B Associates Degree Free/Reduced None 44 41 38
78 Male Group A Bachelors Degree Standard Completed 80 78 81
81 Female Group B Associates Degree Standard None 47 49 50
82 Male Group B High School Free/Reduced None 49 45 45
83 Male Group A Some College Free/Reduced Completed 50 47 54
89 Female Group A Some College Standard None 58 70 67
95 Female Group B Some College Standard None 79 86 92
101 Male Group B Some College Standard None 79 67 67
104 Male Group B High School Standard Completed 60 44 47
109 Female Group B Associates Degree Free/Reduced None 52 76 70
113 Male Group A Associates Degree Standard None 54 53 47
117 Female Group B Bachelors Degree Free/Reduced None 75 85 82
122 Male Group B Associates Degree Standard Completed 91 89 92
126 Female Group B High School Standard None 87 95 86
130 Female Group A Bachelors Degree Standard None 51 49 51
144 Male Group A High School Standard None 57 43 47
152 Male Group A Bachelors Degree Standard None 77 67 68
153 Female Group B Associates Degree Standard Completed 59 70 66
158 Male Group B Some College Free/Reduced None 60 60 60
159 Female Group B Associates Degree Standard Completed 61 86 87
161 Male Group B Associates Degree Free/Reduced Completed 82 78 74
169 Female Group B High School Standard Completed 68 83 78
171 Male Group A High School Standard Completed 72 73 74
177 Female Group B High School Free/Reduced Completed 46 54 58
199 Female Group B Some College Free/Reduced None 45 53 55
200 Female Group B Bachelors Degree Free/Reduced None 78 79 76
204 Female Group B Associates Degree Standard None 57 69 68
209 Female Group B Some College Free/Reduced None 74 81 76
210 Female Group B Some College Free/Reduced None 58 61 66
219 Male Group B High School Free/Reduced None 66 77 70
222 Male Group B Associates Degree Standard None 87 85 73
225 Female Group B Associates Degree Standard Completed 52 66 73
233 Female Group B Bachelors Degree Standard None 67 86 83
239 Male Group B Some College Standard None 54 52 51
248 Female Group B High School Standard Completed 58 70 68
249 Female Group B High School Standard None 65 64 62
259 Female Group B Some College Standard None 70 75 78
275 Male Group B Some College Standard Completed 88 85 76
280 Male Group B Bachelors Degree Free/Reduced None 73 56 57
286 Male Group B Associates Degree Standard Completed 81 82 82
289 Male Group B Bachelors Degree Free/Reduced None 88 75 76
296 Male Group B Associates Degree Free/Reduced None 67 62 60
301 Male Group A Some College Free/Reduced Completed 81 78 81
304 Male Group B Associates Degree Standard None 80 76 64
306 Male Group A Some College Standard None 69 67 69
309 Female Group B Associates Degree Free/Reduced None 53 71 67
311 Female Group B Associates Degree Standard None 73 76 80
312 Male Group B Bachelors Degree Standard None 66 60 57
319 Male Group B Bachelors Degree Standard None 63 71 69
328 Male Group A Some College Free/Reduced None 28 23 19
334 Male Group B Associates Degree Standard None 90 78 81
336 Female Group B Some College Free/Reduced None 61 68 66
343 Female Group B High School Standard Completed 69 76 74
347 Male Group B Some College Standard None 62 61 57
351 Female Group B Bachelors Degree Standard None 52 65 69
356 Female Group B Bachelors Degree Standard None 61 72 70
357 Male Group A Associates Degree Standard None 63 61 61
361 Female Group B High School Standard None 58 62 59
366 Male Group A Bachelors Degree Free/Reduced Completed 49 58 60
380 Male Group A Bachelors Degree Standard None 66 64 62
381 Female Group B Associates Degree Standard None 80 86 83
396 Male Group A High School Free/Reduced None 48 45 41
397 Female Group B High School Free/Reduced None 50 67 63
402 Male Group A Some College Standard None 53 43 43
403 Female Group A Some College Free/Reduced None 49 65 55
407 Male Group B Associates Degree Standard Completed 65 65 63
408 Female Group B Associates Degree Standard None 82 80 77
425 Male Group B Some College Free/Reduced None 41 39 34
444 Female Group B Associates Degree Standard None 73 83 76
449 Male Group B High School Standard None 47 46 42
450 Male Group B Associates Degree Standard None 81 73 72
460 Male Group B High School Standard Completed 72 65 68
462 Male Group B Some College Free/Reduced None 54 54 45
465 Male Group A Bachelors Degree Standard Completed 75 58 62
468 Male Group A High School Free/Reduced Completed 72 67 65
469 Female Group A High School Free/Reduced Completed 77 88 85
475 Female Group B Associates Degree Standard Completed 90 90 91
481 Male Group B High School Standard Completed 73 71 68
484 Male Group A High School Standard None 59 52 46
485 Female Group B Associates Degree Standard None 49 52 54
490 Male Group A Associates Degree Free/Reduced Completed 79 82 82
491 Female Group A Associates Degree Free/Reduced None 65 85 76
495 Female Group B High School Standard None 54 64 68
502 Female Group B Associates Degree Standard Completed 94 87 92
507 Male Group A High School Standard None 68 70 66
508 Male Group B Bachelors Degree Free/Reduced None 55 59 54
520 Female Group B High School Free/Reduced Completed 67 78 79
535 Male Group B High School Standard Completed 73 69 68
540 Male Group A Associates Degree Standard Completed 97 92 86
552 Male Group B Bachelors Degree Free/Reduced Completed 87 90 88
553 Female Group B Associates Degree Standard None 40 48 50
559 Female Group B Associates Degree Free/Reduced None 53 70 70
565 Male Group B Bachelors Degree Free/Reduced None 48 51 46
566 Male Group B Associates Degree Standard None 48 43 45
569 Male Group B High School Free/Reduced None 63 48 47
571 Male Group B Some College Standard Completed 71 75 70
572 Male Group A Bachelors Degree Standard None 91 96 92
576 Male Group A Associates Degree Free/Reduced Completed 40 55 53
577 Male Group A Some College Standard Completed 61 51 52
578 Female Group B High School Standard None 81 91 89
579 Female Group B Some College Free/Reduced Completed 48 56 58
587 Female Group A High School Standard None 55 73 73
597 Male Group B High School Free/Reduced None 30 24 15
610 Female Group B Associates Degree Standard None 58 63 65
615 Female Group A Associates Degree Standard None 82 93 93
622 Male Group B Bachelors Degree Free/Reduced None 62 63 56
624 Male Group A Some College Standard Completed 100 96 86
627 Male Group B Associates Degree Free/Reduced Completed 69 70 63
632 Male Group B High School Standard None 79 60 65
633 Female Group B Bachelors Degree Standard Completed 66 74 81
636 Male Group A High School Standard None 71 74 64
637 Female Group B High School Free/Reduced Completed 67 80 81
645 Male Group B High School Standard None 70 65 60
646 Female Group B Bachelors Degree Standard Completed 65 81 81
649 Female Group B High School Standard None 50 53 55
652 Female Group A High School Standard Completed 68 80 76
654 Female Group A Associates Degree Standard Completed 65 70 74
656 Female Group B Some College Standard None 62 67 67
668 Female Group B Bachelors Degree Free/Reduced None 77 85 87
676 Female Group B Some College Standard Completed 50 64 66
682 Male Group B High School Standard None 60 68 60
683 Male Group B High School Standard None 62 55 54
685 Male Group B Some College Standard Completed 62 66 68
689 Male Group A High School Free/Reduced None 53 58 44
698 Female Group A Bachelors Degree Standard None 59 72 70
703 Male Group A Bachelors Degree Standard Completed 87 84 87
706 Male Group A Bachelors Degree Free/Reduced None 62 72 65
716 Female Group B Associates Degree Free/Reduced Completed 76 94 87
725 Male Group B Some College Standard None 47 43 41
731 Female Group B Associates Degree Free/Reduced Completed 68 77 80
738 Female Group B Some College Free/Reduced Completed 53 66 73
742 Female Group A Associates Degree Free/Reduced None 37 57 56
745 Male Group B Some College Free/Reduced None 55 55 47
750 Male Group B Some College Standard Completed 87 84 86
760 Male Group B Some College Standard Completed 69 77 77
764 Female Group B High School Standard None 62 62 63
766 Female Group B High School Standard None 74 72 72
768 Male Group B High School Standard Completed 76 62 60
770 Male Group A Some College Free/Reduced None 58 60 57
771 Male Group B High School Standard None 52 48 49
775 Male Group B Some College Standard None 66 65 60
777 Female Group B High School Standard None 66 72 70
779 Female Group A Some College Standard Completed 72 79 82
783 Female Group B High School Free/Reduced Completed 76 85 82
788 Female Group B Some College Standard None 19 38 32
791 Female Group B High School Standard None 48 62 60
795 Female Group B High School Standard None 42 52 51
804 Female Group B Some College Standard None 82 85 87
806 Male Group A Some College Free/Reduced None 75 81 74
810 Male Group B Bachelors Degree Standard None 59 54 51
812 Male Group A High School Free/Reduced None 45 47 49
817 Female Group A Bachelors Degree Standard None 45 59 64
819 Female Group B High School Free/Reduced None 60 72 68
824 Female Group B High School Free/Reduced None 71 87 82
831 Female Group A Some College Free/Reduced None 61 60 57
833 Male Group A Bachelors Degree Standard None 64 60 58
834 Female Group B High School Standard Completed 77 82 89
835 Male Group B Some College Standard None 58 50 45
838 Female Group A High School Standard Completed 75 82 79
839 Male Group B Associates Degree Free/Reduced Completed 58 57 53
843 Female Group B High School Free/Reduced Completed 23 44 36
844 Male Group B Some College Free/Reduced Completed 74 77 76
852 Female Group A High School Standard None 61 68 63
856 Female Group B Bachelors Degree Standard None 97 97 96
857 Male Group B Some College Free/Reduced None 75 68 65
859 Male Group B High School Standard Completed 52 49 46
868 Male Group B Associates Degree Standard None 61 42 41
871 Male Group B High School Standard None 59 58 47
873 Male Group B Associates Degree Standard Completed 82 84 78
883 Female Group B High School Free/Reduced None 64 73 71
897 Male Group B High School Free/Reduced None 36 29 27
903 Female Group A High School Free/Reduced Completed 34 48 41
907 Male Group B High School Standard None 57 48 51
912 Female Group A Some College Standard None 69 84 82
915 Female Group B Associates Degree Free/Reduced None 46 61 55
920 Male Group B Some College Standard Completed 91 96 91
924 Female Group B Associates Degree Free/Reduced None 54 65 65
937 Male Group A Associates Degree Standard None 67 57 53
945 Female Group B High School Standard None 58 68 61
947 Male Group B High School Standard None 82 82 80
961 Female Group A Some College Standard None 56 58 64
970 Female Group B Bachelors Degree Standard None 75 84 80
973 Female Group A High School Free/Reduced Completed 53 50 60
975 Female Group A Some College Standard None 54 63 67
977 Male Group B Some College Free/Reduced Completed 60 62 60
981 Female Group B High School Free/Reduced None 8 24 23
984 Female Group A Some College Standard Completed 78 87 91
986 Male Group A High School Standard None 57 51 54
995 Male Group A High School Standard None 63 63 62