1. Use Microsoft Excel or any chart editor application to generate at least 5 data visualization for each dataset.
2. Draw insights for each visualization.
3. Prepare a PowerPoint presentation for your data visualization.

studentperformance

heartattack

72 1 gender 2 female 3 female 4 female 5 male 6 male 78 group B racelethnicity parental level lunch test preparati math score reading score writing score gender,"racelethnicity","parental level of education","lunch","test prepa group B bachelor's degi standard none 72 74 female,"group B","bachelor's degree","standard","none","72","72", "74" group some college standard completed 69 90 88 female,"group C","some college","standard","completed", "69", "90","88" group B master's degre standard none 90 95 93 female,"group B","master's degree","standard", "none","90","95","93" group A associate's dec free/reduced none 47 57 44 male,"group A","associate's degree","free/reduced", "none","47","57","44" group C some college standard none 76 75 male,"group C","some college","standard", "none","76","78","75" group B associate's dec standard none 71 83 78 female,"group B","associate's degree","standard","none","71","83","78" some college standard completed 88 95 92 female,"group B", "some college", "standard","completed","88","95","92" group B some college free/reduced none 40 43 39 male,"group B","some college","free/reduced", "none","40","43","39" group D high school free/reduced completed 64 64 67 male,"group D", "high school","free/reduced","completed", "64", "64","67" group B high school free/reduced none 38 60 50 female,"group B","high school","free/reduced", "none","38","60","50" group C associate's dec standard none 58 54 52 male,"group C","associate's degree","standard", "none","58","54","52" group D associate's dec standard none 40 52 43 male,"group D","associate's degree","standard","none","40","52","43" group B high school standard none 65 81 73 female,"group B","high school","standard","none","65","81","73" group A some college standard completed 78 72 70 male,"group A","some college","standard","completed","78","72", "70" group A master's degre standard 50 53 58 female,"group A", "master's degree","standard", "none","50","53","58" group C some high sch standard none 69 75 78 female,"group C","some high school","standard", "none","69","75","78" group C high school standard none 88 89 86 male,"group C","high school","standard","none","88","89","86" group B some high sch free/reduced none 18 32 28 female,"group B","some high school","free/reduced", "none","18","32","28" group C master's degre free/reduced completed 46 42 46 male,"group C","master's degree","free/reduced","completed","46","42","46" group C associate's dec free/reduced none 54 58 61 female,"group C","associate's degree","free/reduced","none","54","58","61" high school standard none 66 63 male,"group D", "high school","standard", "none","66","69","63" group B some college free/reduced completed 65 75 70 female,"group B","some college","free/reduced","completed", "65","75","70" group D some college standard none 44 54 53 male,"group D","some college","standard","none","44","54","53" group C some high schi standard none 69 73 73 female,"group C","some high school","standard","none", "69","73","73" group D bachelor's degi free/reduced completed 74 71 80 male,"group D","bachelor's degree","free/reduced","completed","74","71","80" group A master's degre free/reduced none 73 74 72 male,"group A","master's degree","free/reduced", "none","73","74","72" group B some college standard none 69 54 55 male,"group B","some college","standard","none", "69","54","55" group C bachelor's degi standard 67 69 75 female,"group C","bachelor's degree","standard", "none","67","69","75" group C high school standard none 70 70 65 male,"group C", "high school","standard", "none", "70","70","65" 7 female 8 female 9 male 10 male 11 female 12 male 13 male 14 female 15 male 16 female 17 female 18 male 19 female 20 male 21 female 22 male 23 female 24 male 25 female 26 male 27 male 28 male 29 female 30 male none group D 69 7 none K L M N P Q R S T U TABLE 2 TRANSFORMED DATASETS FEATURES Attributes Descriptions Values Legend Outcome Live 1 Mortality Outcome premi dead Yes No 0 1 2 A B C D E F G G . J 1 1 outcome age yaer premi smstat diabetes highbp highcol angina stroke 2 1 63 85 2 2 2 1 1 2 2 3 1 55 85 2 1 2 1 1 2 2 4 1 68 85 1 4 3 1 3 1 2 5 1 64 85 2 2 2 1 2 1 2 6 0 67 85 2 4 3 3 3 3 3 7 1 66 85 2 2 3 3 3 3 3 8 1 63 85 2 3 2 1 2 2 2 9 0 68 85 1 3 2 1 1 1 1 10 0 46 85 2 1 1 2 1 3 3 2 11 0 66 85 1 1 2 1 2 2 1 12 0 59 85 2 1 2 1 2 2 2 13 1 63 85 2 3 2 1 1 2 2 14 1 55 85 2 1 2 2 1 2 1 15 1 . 56 85 2 3 2 1 1 1 2 16 0 67 85 2 2 2 2 2 1 2 17 1 64 85 2 3 2 2 2 1 2 18 0 60 85 2 3 2 2 2 2 2 19 0 61 85 3 3 1 1 2 1 1 20 1 . 69 85 1 2 2 1 2 1 2 21 1 59 85 2 1 2 1 2 2 2 22 1 66 85 2 3 2 1 1 1 2 23 1 64 85 2 3 1 1 3 2 2 24 1 63 85 1 2 2 2 1 1 1 25 1 . 52 85 2 1 1 2 2 2 - 2 26 0 67 85 2 3 2 1 2 2 2 27 1 59 85 2 1 2 2 2 2 2 28 0 62 85 2 1 2 1 1 1 2 29 23 64 U 85 3 3 4 3 + 3 3 3 3 3 20 OE 0 2 30 66 85 1 3 2 2 2 1 1 1 1 1 31 0 OE 31 69 85 3 3 4 1 3 3 3 3 3 32 1 CA 1 OC 2 64 32 85 1 1 07 1 3 1 S 2 1 2 1 2 1 OF 2 33 68 85 2 2 2 2 1 2 1 2 2 34 OC 0 34 54 85 2 3 4 + 3 3 3 3 3 35 0 OC 2 57 85 su 2 3 2 1 2 2 2 1. 36 1 OF 1 30 49 72 1 85 2 1 2 1 2 2 2 37 0 CA OF 64 85 1 3 1 S 1 1 2 2 1 2 ca 0 OC 38 62 02 85 1 1 2 2 2 1 1 1 1 1 39 1 1 2 OC 1 57 85 2 1 2 2 2 2 2 2 2 40 0 2 59 85 1 1 3 3 2 1 1 1 2 2 41 co OC 1 0 60 41 85 2 2 1 2 1 1 2 2 2 2 1 42 CZ OC 2 1 67 1 85 1 3 3 1 2 1 2 1 1 2 1 43 OF 1 1 62 85 2 1 2 2 2 2 2 2 1 44 1 1 63 1 85 2 1 2 1 2 2 2 2 45 1 1 60 85 2 1 2 2 2 2 2 1 1 2 2 1 46 1 69 2 85 1 2 2 1 1 2 1 1 47 1 1 60 85 2 2 1 2 1 1 1 2 19 1 1. 56 85 2 3 2 1. 3 1 2 Previous Myorcardial infarction event Smoking Status smstat C-current X-ex smoker 1 2 3 n-non- - smoker Y-Yes N- No diabetes A factor w/ levels 1 2 highbp High blood pressure Y - Yes N - No 1 2 hichol Y - Yes N- No 1 2 High cholesterol A factor with levels Angina Y-Yes N- No 1 2 72 1 gender 2 female 3 female 4 female 5 male 6 male 78 group B racelethnicity parental level lunch test preparati math score reading score writing score gender,"racelethnicity","parental level of education","lunch","test prepa group B bachelor's degi standard none 72 74 female,"group B","bachelor's degree","standard","none","72","72", "74" group some college standard completed 69 90 88 female,"group C","some college","standard","completed", "69", "90","88" group B master's degre standard none 90 95 93 female,"group B","master's degree","standard", "none","90","95","93" group A associate's dec free/reduced none 47 57 44 male,"group A","associate's degree","free/reduced", "none","47","57","44" group C some college standard none 76 75 male,"group C","some college","standard", "none","76","78","75" group B associate's dec standard none 71 83 78 female,"group B","associate's degree","standard","none","71","83","78" some college standard completed 88 95 92 female,"group B", "some college", "standard","completed","88","95","92" group B some college free/reduced none 40 43 39 male,"group B","some college","free/reduced", "none","40","43","39" group D high school free/reduced completed 64 64 67 male,"group D", "high school","free/reduced","completed", "64", "64","67" group B high school free/reduced none 38 60 50 female,"group B","high school","free/reduced", "none","38","60","50" group C associate's dec standard none 58 54 52 male,"group C","associate's degree","standard", "none","58","54","52" group D associate's dec standard none 40 52 43 male,"group D","associate's degree","standard","none","40","52","43" group B high school standard none 65 81 73 female,"group B","high school","standard","none","65","81","73" group A some college standard completed 78 72 70 male,"group A","some college","standard","completed","78","72", "70" group A master's degre standard 50 53 58 female,"group A", "master's degree","standard", "none","50","53","58" group C some high sch standard none 69 75 78 female,"group C","some high school","standard", "none","69","75","78" group C high school standard none 88 89 86 male,"group C","high school","standard","none","88","89","86" group B some high sch free/reduced none 18 32 28 female,"group B","some high school","free/reduced", "none","18","32","28" group C master's degre free/reduced completed 46 42 46 male,"group C","master's degree","free/reduced","completed","46","42","46" group C associate's dec free/reduced none 54 58 61 female,"group C","associate's degree","free/reduced","none","54","58","61" high school standard none 66 63 male,"group D", "high school","standard", "none","66","69","63" group B some college free/reduced completed 65 75 70 female,"group B","some college","free/reduced","completed", "65","75","70" group D some college standard none 44 54 53 male,"group D","some college","standard","none","44","54","53" group C some high schi standard none 69 73 73 female,"group C","some high school","standard","none", "69","73","73" group D bachelor's degi free/reduced completed 74 71 80 male,"group D","bachelor's degree","free/reduced","completed","74","71","80" group A master's degre free/reduced none 73 74 72 male,"group A","master's degree","free/reduced", "none","73","74","72" group B some college standard none 69 54 55 male,"group B","some college","standard","none", "69","54","55" group C bachelor's degi standard 67 69 75 female,"group C","bachelor's degree","standard", "none","67","69","75" group C high school standard none 70 70 65 male,"group C", "high school","standard", "none", "70","70","65" 7 female 8 female 9 male 10 male 11 female 12 male 13 male 14 female 15 male 16 female 17 female 18 male 19 female 20 male 21 female 22 male 23 female 24 male 25 female 26 male 27 male 28 male 29 female 30 male none group D 69 7 none K L M N P Q R S T U TABLE 2 TRANSFORMED DATASETS FEATURES Attributes Descriptions Values Legend Outcome Live 1 Mortality Outcome premi dead Yes No 0 1 2 A B C D E F G G . J 1 1 outcome age yaer premi smstat diabetes highbp highcol angina stroke 2 1 63 85 2 2 2 1 1 2 2 3 1 55 85 2 1 2 1 1 2 2 4 1 68 85 1 4 3 1 3 1 2 5 1 64 85 2 2 2 1 2 1 2 6 0 67 85 2 4 3 3 3 3 3 7 1 66 85 2 2 3 3 3 3 3 8 1 63 85 2 3 2 1 2 2 2 9 0 68 85 1 3 2 1 1 1 1 10 0 46 85 2 1 1 2 1 3 3 2 11 0 66 85 1 1 2 1 2 2 1 12 0 59 85 2 1 2 1 2 2 2 13 1 63 85 2 3 2 1 1 2 2 14 1 55 85 2 1 2 2 1 2 1 15 1 . 56 85 2 3 2 1 1 1 2 16 0 67 85 2 2 2 2 2 1 2 17 1 64 85 2 3 2 2 2 1 2 18 0 60 85 2 3 2 2 2 2 2 19 0 61 85 3 3 1 1 2 1 1 20 1 . 69 85 1 2 2 1 2 1 2 21 1 59 85 2 1 2 1 2 2 2 22 1 66 85 2 3 2 1 1 1 2 23 1 64 85 2 3 1 1 3 2 2 24 1 63 85 1 2 2 2 1 1 1 25 1 . 52 85 2 1 1 2 2 2 - 2 26 0 67 85 2 3 2 1 2 2 2 27 1 59 85 2 1 2 2 2 2 2 28 0 62 85 2 1 2 1 1 1 2 29 23 64 U 85 3 3 4 3 + 3 3 3 3 3 20 OE 0 2 30 66 85 1 3 2 2 2 1 1 1 1 1 31 0 OE 31 69 85 3 3 4 1 3 3 3 3 3 32 1 CA 1 OC 2 64 32 85 1 1 07 1 3 1 S 2 1 2 1 2 1 OF 2 33 68 85 2 2 2 2 1 2 1 2 2 34 OC 0 34 54 85 2 3 4 + 3 3 3 3 3 35 0 OC 2 57 85 su 2 3 2 1 2 2 2 1. 36 1 OF 1 30 49 72 1 85 2 1 2 1 2 2 2 37 0 CA OF 64 85 1 3 1 S 1 1 2 2 1 2 ca 0 OC 38 62 02 85 1 1 2 2 2 1 1 1 1 1 39 1 1 2 OC 1 57 85 2 1 2 2 2 2 2 2 2 40 0 2 59 85 1 1 3 3 2 1 1 1 2 2 41 co OC 1 0 60 41 85 2 2 1 2 1 1 2 2 2 2 1 42 CZ OC 2 1 67 1 85 1 3 3 1 2 1 2 1 1 2 1 43 OF 1 1 62 85 2 1 2 2 2 2 2 2 1 44 1 1 63 1 85 2 1 2 1 2 2 2 2 45 1 1 60 85 2 1 2 2 2 2 2 1 1 2 2 1 46 1 69 2 85 1 2 2 1 1 2 1 1 47 1 1 60 85 2 2 1 2 1 1 1 2 19 1 1. 56 85 2 3 2 1. 3 1 2 Previous Myorcardial infarction event Smoking Status smstat C-current X-ex smoker 1 2 3 n-non- - smoker Y-Yes N- No diabetes A factor w/ levels 1 2 highbp High blood pressure Y - Yes N - No 1 2 hichol Y - Yes N- No 1 2 High cholesterol A factor with levels Angina Y-Yes N- No 1 2