DEANS
sanjay
7 January 2018
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When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:
dean<-read.csv("Data - Deans Dilemma.csv")
View(dean)
summary(dean)## SlNo Gender Gender.B Percent_SSC Board_SSC
## Min. : 1.0 F:127 Min. :0.0000 Min. :37.00 CBSE :113
## 1st Qu.: 98.5 M:264 1st Qu.:0.0000 1st Qu.:56.00 ICSE : 77
## Median :196.0 Median :0.0000 Median :64.50 Others:201
## Mean :196.0 Mean :0.3248 Mean :64.65
## 3rd Qu.:293.5 3rd Qu.:1.0000 3rd Qu.:74.00
## Max. :391.0 Max. :1.0000 Max. :87.20
##
## Board_CBSE Board_ICSE Percent_HSC Board_HSC
## Min. :0.000 Min. :0.0000 Min. :40.0 CBSE : 96
## 1st Qu.:0.000 1st Qu.:0.0000 1st Qu.:54.0 ISC : 48
## Median :0.000 Median :0.0000 Median :63.0 Others:247
## Mean :0.289 Mean :0.1969 Mean :63.8
## 3rd Qu.:1.000 3rd Qu.:0.0000 3rd Qu.:72.0
## Max. :1.000 Max. :1.0000 Max. :94.7
##
## Stream_HSC Percent_Degree Course_Degree
## Arts : 18 Min. :35.00 Arts : 13
## Commerce:222 1st Qu.:57.52 Commerce :117
## Science :151 Median :63.00 Computer Applications: 32
## Mean :62.98 Engineering : 37
## 3rd Qu.:69.00 Management :163
## Max. :89.00 Others : 5
## Science : 24
## Degree_Engg Experience_Yrs Entrance_Test S.TEST
## Min. :0.00000 Min. :0.0000 MAT :265 Min. :0.0000
## 1st Qu.:0.00000 1st Qu.:0.0000 None : 67 1st Qu.:1.0000
## Median :0.00000 Median :0.0000 K-MAT : 24 Median :1.0000
## Mean :0.09463 Mean :0.4783 CAT : 22 Mean :0.8286
## 3rd Qu.:0.00000 3rd Qu.:1.0000 PGCET : 8 3rd Qu.:1.0000
## Max. :1.00000 Max. :3.0000 GCET : 2 Max. :1.0000
## (Other): 3
## Percentile_ET S.TEST.SCORE Percent_MBA
## Min. : 0.00 Min. : 0.00 Min. :50.83
## 1st Qu.:41.19 1st Qu.:41.19 1st Qu.:57.20
## Median :62.00 Median :62.00 Median :61.01
## Mean :54.93 Mean :54.93 Mean :61.67
## 3rd Qu.:78.00 3rd Qu.:78.00 3rd Qu.:66.02
## Max. :98.69 Max. :98.69 Max. :77.89
##
## Specialization_MBA Marks_Communication Marks_Projectwork
## Marketing & Finance:222 Min. :50.00 Min. :50.00
## Marketing & HR :156 1st Qu.:53.00 1st Qu.:64.00
## Marketing & IB : 13 Median :58.00 Median :69.00
## Mean :60.54 Mean :68.36
## 3rd Qu.:67.00 3rd Qu.:74.00
## Max. :88.00 Max. :87.00
##
## Marks_BOCA Placement Placement_B Salary
## Min. :50.00 Not Placed: 79 Min. :0.000 Min. : 0
## 1st Qu.:57.00 Placed :312 1st Qu.:1.000 1st Qu.:172800
## Median :63.00 Median :1.000 Median :240000
## Mean :64.38 Mean :0.798 Mean :219078
## 3rd Qu.:72.50 3rd Qu.:1.000 3rd Qu.:300000
## Max. :96.00 Max. :1.000 Max. :940000
## library(psych)
describe(dean)## vars n mean sd median trimmed
## SlNo 1 391 196.00 113.02 196.00 196.00
## Gender* 2 391 1.68 0.47 2.00 1.72
## Gender.B 3 391 0.32 0.47 0.00 0.28
## Percent_SSC 4 391 64.65 10.96 64.50 64.76
## Board_SSC* 5 391 2.23 0.87 3.00 2.28
## Board_CBSE 6 391 0.29 0.45 0.00 0.24
## Board_ICSE 7 391 0.20 0.40 0.00 0.12
## Percent_HSC 8 391 63.80 11.42 63.00 63.34
## Board_HSC* 9 391 2.39 0.85 3.00 2.48
## Stream_HSC* 10 391 2.34 0.56 2.00 2.36
## Percent_Degree 11 391 62.98 8.92 63.00 62.91
## Course_Degree* 12 391 3.85 1.61 4.00 3.81
## Degree_Engg 13 391 0.09 0.29 0.00 0.00
## Experience_Yrs 14 391 0.48 0.67 0.00 0.36
## Entrance_Test* 15 391 5.85 1.35 6.00 6.08
## S.TEST 16 391 0.83 0.38 1.00 0.91
## Percentile_ET 17 391 54.93 31.17 62.00 56.87
## S.TEST.SCORE 18 391 54.93 31.17 62.00 56.87
## Percent_MBA 19 391 61.67 5.85 61.01 61.45
## Specialization_MBA* 20 391 1.47 0.56 1.00 1.42
## Marks_Communication 21 391 60.54 8.82 58.00 59.68
## Marks_Projectwork 22 391 68.36 7.15 69.00 68.60
## Marks_BOCA 23 391 64.38 9.58 63.00 64.08
## Placement* 24 391 1.80 0.40 2.00 1.87
## Placement_B 25 391 0.80 0.40 1.00 0.87
## Salary 26 391 219078.26 138311.65 240000.00 217011.50
## mad min max range skew kurtosis
## SlNo 145.29 1.00 391.00 390.00 0.00 -1.21
## Gender* 0.00 1.00 2.00 1.00 -0.75 -1.45
## Gender.B 0.00 0.00 1.00 1.00 0.75 -1.45
## Percent_SSC 12.60 37.00 87.20 50.20 -0.06 -0.72
## Board_SSC* 0.00 1.00 3.00 2.00 -0.45 -1.53
## Board_CBSE 0.00 0.00 1.00 1.00 0.93 -1.14
## Board_ICSE 0.00 0.00 1.00 1.00 1.52 0.31
## Percent_HSC 13.34 40.00 94.70 54.70 0.29 -0.67
## Board_HSC* 0.00 1.00 3.00 2.00 -0.83 -1.13
## Stream_HSC* 0.00 1.00 3.00 2.00 -0.12 -0.72
## Percent_Degree 8.90 35.00 89.00 54.00 0.05 0.24
## Course_Degree* 1.48 1.00 7.00 6.00 0.00 -1.08
## Degree_Engg 0.00 0.00 1.00 1.00 2.76 5.63
## Experience_Yrs 0.00 0.00 3.00 3.00 1.27 1.17
## Entrance_Test* 0.00 1.00 9.00 8.00 -2.52 7.04
## S.TEST 0.00 0.00 1.00 1.00 -1.74 1.02
## Percentile_ET 25.20 0.00 98.69 98.69 -0.74 -0.69
## S.TEST.SCORE 25.20 0.00 98.69 98.69 -0.74 -0.69
## Percent_MBA 6.39 50.83 77.89 27.06 0.34 -0.52
## Specialization_MBA* 0.00 1.00 3.00 2.00 0.70 -0.56
## Marks_Communication 8.90 50.00 88.00 38.00 0.74 -0.25
## Marks_Projectwork 7.41 50.00 87.00 37.00 -0.26 -0.27
## Marks_BOCA 11.86 50.00 96.00 46.00 0.29 -0.85
## Placement* 0.00 1.00 2.00 1.00 -1.48 0.19
## Placement_B 0.00 0.00 1.00 1.00 -1.48 0.19
## Salary 88956.00 0.00 940000.00 940000.00 0.24 1.74
## se
## SlNo 5.72
## Gender* 0.02
## Gender.B 0.02
## Percent_SSC 0.55
## Board_SSC* 0.04
## Board_CBSE 0.02
## Board_ICSE 0.02
## Percent_HSC 0.58
## Board_HSC* 0.04
## Stream_HSC* 0.03
## Percent_Degree 0.45
## Course_Degree* 0.08
## Degree_Engg 0.01
## Experience_Yrs 0.03
## Entrance_Test* 0.07
## S.TEST 0.02
## Percentile_ET 1.58
## S.TEST.SCORE 1.58
## Percent_MBA 0.30
## Specialization_MBA* 0.03
## Marks_Communication 0.45
## Marks_Projectwork 0.36
## Marks_BOCA 0.48
## Placement* 0.02
## Placement_B 0.02
## Salary 6994.72median(dean$Salary)## [1] 240000placed<-dean[which(dean$Placement_B>0),]
View(placed)
median(placed$Salary)## [1] 260000male<-placed[which(placed$Gender=='M'),]
View(male)
median(male$Salary)## [1] 265000 fem<-placed[which(placed$Gender=='F'),]
View(fem)
median(fem$Salary)## [1] 240000prop.table(dean$Placement_B==1)## [1] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [6] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [11] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [16] 0.000000000 0.003205128 0.003205128 0.003205128 0.000000000
## [21] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [26] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [31] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [36] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [41] 0.003205128 0.000000000 0.000000000 0.003205128 0.003205128
## [46] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [51] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [56] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [61] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [66] 0.003205128 0.003205128 0.000000000 0.003205128 0.003205128
## [71] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [76] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [81] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [86] 0.003205128 0.003205128 0.000000000 0.000000000 0.003205128
## [91] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [96] 0.003205128 0.003205128 0.000000000 0.003205128 0.000000000
## [101] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [106] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [111] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [116] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [121] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [126] 0.003205128 0.003205128 0.000000000 0.003205128 0.003205128
## [131] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [136] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [141] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [146] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [151] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [156] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [161] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [166] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [171] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [176] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [181] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [186] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [191] 0.000000000 0.003205128 0.003205128 0.000000000 0.003205128
## [196] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [201] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [206] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [211] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [216] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [221] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [226] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [231] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [236] 0.000000000 0.003205128 0.003205128 0.003205128 0.000000000
## [241] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [246] 0.003205128 0.003205128 0.000000000 0.003205128 0.003205128
## [251] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [256] 0.003205128 0.003205128 0.000000000 0.003205128 0.003205128
## [261] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [266] 0.000000000 0.003205128 0.003205128 0.000000000 0.003205128
## [271] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [276] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [281] 0.003205128 0.003205128 0.003205128 0.000000000 0.000000000
## [286] 0.003205128 0.000000000 0.000000000 0.000000000 0.000000000
## [291] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [296] 0.003205128 0.003205128 0.000000000 0.003205128 0.003205128
## [301] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [306] 0.003205128 0.000000000 0.003205128 0.003205128 0.000000000
## [311] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [316] 0.003205128 0.000000000 0.000000000 0.003205128 0.003205128
## [321] 0.003205128 0.000000000 0.003205128 0.000000000 0.003205128
## [326] 0.000000000 0.003205128 0.000000000 0.000000000 0.000000000
## [331] 0.003205128 0.000000000 0.003205128 0.003205128 0.003205128
## [336] 0.000000000 0.003205128 0.000000000 0.003205128 0.003205128
## [341] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [346] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [351] 0.003205128 0.000000000 0.003205128 0.003205128 0.000000000
## [356] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [361] 0.003205128 0.003205128 0.003205128 0.000000000 0.003205128
## [366] 0.003205128 0.003205128 0.003205128 0.003205128 0.003205128
## [371] 0.003205128 0.003205128 0.003205128 0.003205128 0.000000000
## [376] 0.000000000 0.000000000 0.003205128 0.000000000 0.003205128
## [381] 0.003205128 0.000000000 0.000000000 0.000000000 0.003205128
## [386] 0.000000000 0.003205128 0.003205128 0.003205128 0.003205128
## [391] 0.000000000 table(dean$Placement_B)##
## 0 1
## 79 312 percent_placed<-(312*100)/(79+312)Including Plots
You can also embed plots, for example:
## SlNo Gender Gender.B Percent_SSC Board_SSC Board_CBSE Board_ICSE
## 11 11 F 1 79.60 Others 0 0
## 16 16 F 1 49.00 Others 0 0
## 20 20 M 0 66.00 Others 0 0
## 40 40 F 1 60.00 CBSE 1 0
## 42 42 F 1 40.00 CBSE 1 0
## 43 43 M 0 77.12 Others 0 0
## 59 59 M 0 70.00 CBSE 1 0
## 64 64 M 0 53.00 Others 0 0
## 68 68 M 0 54.00 CBSE 1 0
## 75 75 M 0 52.00 Others 0 0
## 79 79 F 1 78.89 Others 0 0
## 82 82 F 1 53.00 Others 0 0
## 88 88 M 0 75.00 Others 0 0
## 89 89 F 1 43.89 Others 0 0
## 94 94 M 0 40.50 Others 0 0
## 98 98 M 0 58.00 ICSE 0 1
## 100 100 F 1 50.00 CBSE 1 0
## 109 109 M 0 52.50 Others 0 0
## 112 112 F 1 44.00 CBSE 1 0
## 128 128 F 1 80.32 Others 0 0
## 144 144 F 1 61.00 Others 0 0
## 149 149 M 0 55.00 Others 0 0
## 162 162 M 0 54.16 ICSE 0 1
## 166 166 M 0 55.00 CBSE 1 0
## 175 175 M 0 59.00 ICSE 0 1
## 176 176 F 1 48.00 Others 0 0
## 184 184 M 0 64.00 ICSE 0 1
## 191 191 M 0 55.00 ICSE 0 1
## 194 194 M 0 56.00 Others 0 0
## 204 204 M 0 63.00 Others 0 0
## 220 220 M 0 70.00 CBSE 1 0
## 226 226 F 1 80.32 Others 0 0
## 231 231 F 1 64.00 Others 0 0
## 236 236 F 1 49.80 CBSE 1 0
## 240 240 M 0 74.00 CBSE 1 0
## 241 241 M 0 61.00 ICSE 0 1
## 248 248 M 0 55.00 Others 0 0
## 252 252 M 0 54.00 CBSE 1 0
## 258 258 M 0 54.07 Others 0 0
## 266 266 M 0 56.57 Others 0 0
## 269 269 M 0 75.00 Others 0 0
## 272 272 M 0 61.00 CBSE 1 0
## 284 284 F 1 68.30 ICSE 0 1
## 285 285 M 0 55.84 ICSE 0 1
## 287 287 M 0 75.90 Others 0 0
## 288 288 M 0 77.00 CBSE 1 0
## 289 289 F 1 51.00 CBSE 1 0
## 290 290 M 0 64.96 Others 0 0
## 291 291 F 1 71.40 Others 0 0
## 298 298 F 1 67.67 ICSE 0 1
## 301 301 M 0 68.00 Others 0 0
## 307 307 F 1 85.80 CBSE 1 0
## 310 310 M 0 67.00 ICSE 0 1
## 315 315 F 1 68.00 Others 0 0
## 317 317 M 0 57.00 Others 0 0
## 318 318 F 1 37.30 Others 0 0
## 322 322 F 1 61.28 Others 0 0
## 324 324 F 1 55.00 ICSE 0 1
## 326 326 M 0 66.80 Others 0 0
## 328 328 F 1 59.00 ICSE 0 1
## 329 329 M 0 65.00 ICSE 0 1
## 330 330 F 1 69.00 Others 0 0
## 332 332 M 0 63.68 Others 0 0
## 336 336 M 0 57.00 Others 0 0
## 338 338 M 0 56.00 ICSE 0 1
## 344 344 F 1 56.00 ICSE 0 1
## 350 350 M 0 59.20 CBSE 1 0
## 352 352 F 1 84.00 ICSE 0 1
## 355 355 M 0 56.00 Others 0 0
## 364 364 M 0 44.00 CBSE 1 0
## 375 375 F 1 52.00 Others 0 0
## 376 376 M 0 67.00 ICSE 0 1
## 377 377 M 0 46.00 CBSE 1 0
## 379 379 M 0 53.80 Others 0 0
## 382 382 M 0 67.00 Others 0 0
## 383 383 F 1 58.29 Others 0 0
## 384 384 M 0 61.00 Others 0 0
## 386 386 M 0 70.00 CBSE 1 0
## 391 391 M 0 74.00 Others 0 0
## Percent_HSC Board_HSC Stream_HSC Percent_Degree Course_Degree
## 11 87.00 ISC Commerce 72.35 Management
## 16 52.20 Others Commerce 85.00 Commerce
## 20 46.00 Others Commerce 65.00 Management
## 40 75.00 CBSE Commerce 68.00 Commerce
## 42 40.00 Others Commerce 51.00 Management
## 43 85.00 Others Commerce 56.77 Management
## 59 75.00 CBSE Commerce 60.00 Commerce
## 64 55.00 Others Commerce 42.00 Commerce
## 68 47.00 CBSE Commerce 59.00 Management
## 75 42.00 CBSE Science 69.00 Others
## 79 79.98 Others Science 71.60 Management
## 82 40.00 Others Arts 54.00 Arts
## 88 65.00 Others Science 59.00 Computer Applications
## 89 48.83 Others Commerce 55.00 Commerce
## 94 60.14 Others Commerce 52.37 Commerce
## 98 78.00 ISC Commerce 63.00 Commerce
## 100 69.00 CBSE Commerce 42.00 Arts
## 109 53.40 Others Commerce 55.21 Management
## 112 51.00 CBSE Commerce 45.00 Commerce
## 128 76.83 Others Commerce 76.30 Management
## 144 49.00 Others Science 63.00 Computer Applications
## 149 52.00 Others Commerce 54.20 Management
## 162 57.40 ISC Commerce 54.52 Management
## 166 70.00 CBSE Commerce 56.00 Commerce
## 175 90.00 Others Commerce 67.00 Computer Applications
## 176 62.00 Others Commerce 62.00 Management
## 184 69.00 Others Science 60.00 Engineering
## 191 68.00 Others Science 71.00 Science
## 194 59.00 Others Science 65.00 Science
## 204 43.00 Others Science 63.00 Management
## 220 73.00 Others Commerce 64.00 Management
## 226 55.00 Others Science 50.00 Engineering
## 231 68.00 Others Science 61.00 Engineering
## 236 51.20 CBSE Commerce 46.22 Commerce
## 240 69.00 CBSE Science 64.00 Management
## 241 50.00 ISC Science 62.00 Science
## 248 53.00 Others Arts 65.00 Management
## 252 59.20 CBSE Commerce 49.20 Commerce
## 258 70.33 Others Commerce 59.00 Commerce
## 266 82.66 Others Commerce 63.90 Commerce
## 269 68.00 Others Science 68.00 Computer Applications
## 272 52.00 Others Science 50.00 Commerce
## 284 86.33 Others Commerce 80.00 Management
## 285 54.00 ISC Arts 57.00 Management
## 287 70.00 Others Science 73.00 Engineering
## 288 69.20 CBSE Commerce 61.00 Commerce
## 289 56.00 CBSE Commerce 62.00 Commerce
## 290 45.16 Others Science 65.26 Computer Applications
## 291 75.20 Others Commerce 64.00 Management
## 298 75.00 Others Commerce 67.80 Commerce
## 301 67.00 Others Science 69.00 Engineering
## 307 69.00 CBSE Science 68.20 Engineering
## 310 65.33 Others Science 68.21 Engineering
## 315 48.00 Others Science 72.00 Computer Applications
## 317 73.00 Others Arts 59.00 Arts
## 318 44.40 Others Commerce 35.00 Commerce
## 322 70.83 Others Commerce 63.79 Management
## 324 69.00 ISC Commerce 65.00 Commerce
## 326 50.00 Others Commerce 56.38 Commerce
## 328 85.60 Others Commerce 75.20 Management
## 329 65.00 ISC Science 75.00 Computer Applications
## 330 78.20 CBSE Commerce 65.00 Management
## 332 58.19 Others Commerce 72.24 Commerce
## 336 60.00 Others Commerce 60.30 Management
## 338 58.00 ISC Commerce 67.00 Management
## 344 74.60 ISC Commerce 60.20 Commerce
## 350 68.00 Others Science 60.00 Management
## 352 87.00 ISC Commerce 75.00 Management
## 355 42.00 ISC Science 59.00 Computer Applications
## 364 45.00 CBSE Science 64.00 Management
## 375 52.80 Others Commerce 59.52 Management
## 376 63.00 Others Science 55.00 Management
## 377 54.00 Others Commerce 65.00 Management
## 379 46.30 Others Science 66.10 Management
## 382 76.00 Others Commerce 60.00 Management
## 383 55.00 Others Science 61.00 Management
## 384 53.00 Others Commerce 65.00 Management
## 386 55.00 Others Science 72.00 Management
## 391 85.00 Others Commerce 60.00 Commerce
## Degree_Engg Experience_Yrs Entrance_Test S.TEST Percentile_ET
## 11 0 0 K-MAT 1 98.69
## 16 0 0 MAT 1 74.28
## 20 0 0 PGCET 1 0.00
## 40 0 1 MAT 1 60.00
## 42 0 0 PGCET 1 49.00
## 43 0 0 CAT 1 35.00
## 59 0 0 MAT 1 77.00
## 64 0 0 None 0 0.00
## 68 0 0 MAT 1 64.00
## 75 0 0 MAT 1 63.00
## 79 0 0 MAT 1 68.00
## 82 0 1 MAT 1 65.00
## 88 0 1 None 0 0.00
## 89 0 2 MAT 1 71.20
## 94 0 1 MAT 1 42.26
## 98 0 0 None 0 0.00
## 100 0 0 None 0 0.00
## 109 0 1 None 0 0.00
## 112 0 0 None 0 0.00
## 128 0 0 MAT 1 47.31
## 144 0 0 K-MAT 1 43.50
## 149 0 0 CAT 1 20.00
## 162 0 1 MAT 1 22.95
## 166 0 0 MAT 1 72.00
## 175 0 0 MAT 1 50.00
## 176 0 1 MAT 1 56.39
## 184 1 0 MAT 1 85.00
## 191 0 1 MAT 1 86.00
## 194 0 2 MAT 1 60.00
## 204 0 0 MAT 1 73.00
## 220 0 0 MAT 1 84.00
## 226 1 0 PGCET 1 0.00
## 231 1 0 MAT 1 24.38
## 236 0 2 None 0 0.00
## 240 0 1 MAT 1 60.00
## 241 0 2 None 0 0.00
## 248 0 0 MAT 1 60.00
## 252 0 0 None 0 0.00
## 258 0 1 MAT 1 48.38
## 266 0 1 MAT 1 56.15
## 269 0 0 MAT 1 60.00
## 272 0 1 None 0 0.00
## 284 0 0 MAT 1 80.00
## 285 0 1 PGCET 1 0.00
## 287 1 1 MAT 1 58.10
## 288 0 0 None 0 0.00
## 289 0 1 MAT 1 60.00
## 290 0 1 MAT 1 54.48
## 291 0 0 MAT 1 58.06
## 298 0 0 MAT 1 49.94
## 301 1 0 MAT 1 87.50
## 307 1 0 MAT 1 75.50
## 310 1 0 MAT 1 63.00
## 315 0 0 None 0 0.00
## 317 0 1 MAT 1 75.00
## 318 0 0 None 0 0.00
## 322 0 0 MAT 1 60.00
## 324 0 0 MAT 1 55.00
## 326 0 1 MAT 1 57.00
## 328 0 0 MAT 1 95.65
## 329 0 0 K-MAT 1 93.00
## 330 0 0 MAT 1 50.00
## 332 0 0 MAT 1 36.56
## 336 0 0 MAT 1 59.00
## 338 0 0 None 0 0.00
## 344 0 2 None 0 0.00
## 350 0 1 MAT 1 79.00
## 352 0 0 CAT 1 80.00
## 355 0 2 None 0 0.00
## 364 0 0 MAT 1 97.00
## 375 0 0 MAT 1 33.91
## 376 0 0 MAT 1 89.00
## 377 0 0 MAT 1 71.32
## 379 0 0 MAT 1 30.71
## 382 0 0 MAT 1 48.38
## 383 0 0 K-MAT 1 71.00
## 384 0 0 MAT 1 46.47
## 386 0 0 CAT 1 50.00
## 391 0 0 MAT 1 58.89
## S.TEST.SCORE Percent_MBA Specialization_MBA Marks_Communication
## 11 98.69 69.78 Marketing & HR 71
## 16 74.28 53.29 Marketing & Finance 50
## 20 0.00 54.65 Marketing & Finance 53
## 40 60.00 67.28 Marketing & Finance 58
## 42 49.00 51.75 Marketing & Finance 50
## 43 35.00 56.34 Marketing & IB 56
## 59 77.00 51.29 Marketing & Finance 60
## 64 0.00 52.56 Marketing & Finance 50
## 68 64.00 51.45 Marketing & Finance 64
## 75 63.00 51.21 Marketing & Finance 51
## 79 68.00 71.63 Marketing & HR 71
## 82 65.00 56.11 Marketing & HR 54
## 88 0.00 56.19 Marketing & Finance 57
## 89 71.20 65.49 Marketing & HR 66
## 94 42.26 61.31 Marketing & Finance 56
## 98 0.00 60.29 Marketing & Finance 54
## 100 0.00 56.45 Marketing & HR 50
## 109 0.00 72.00 Marketing & Finance 73
## 112 0.00 54.76 Marketing & Finance 50
## 128 47.31 71.15 Marketing & Finance 74
## 144 43.50 67.13 Marketing & HR 59
## 149 20.00 55.83 Marketing & Finance 54
## 162 22.95 58.00 Marketing & Finance 55
## 166 72.00 55.41 Marketing & HR 59
## 175 50.00 59.47 Marketing & Finance 63
## 176 56.39 64.95 Marketing & HR 72
## 184 85.00 55.30 Marketing & HR 54
## 191 86.00 56.09 Marketing & HR 58
## 194 60.00 60.64 Marketing & HR 54
## 204 73.00 58.81 Marketing & IB 59
## 220 84.00 64.15 Marketing & Finance 52
## 226 0.00 62.29 Marketing & IB 67
## 231 24.38 62.83 Marketing & HR 57
## 236 0.00 57.32 Marketing & Finance 50
## 240 60.00 61.90 Marketing & HR 59
## 241 0.00 61.22 Marketing & HR 52
## 248 60.00 58.52 Marketing & Finance 54
## 252 0.00 52.32 Marketing & Finance 52
## 258 48.38 55.87 Marketing & HR 58
## 266 56.15 65.99 Marketing & HR 69
## 269 60.00 61.87 Marketing & Finance 61
## 272 0.00 65.13 Marketing & Finance 65
## 284 80.00 74.56 Marketing & Finance 71
## 285 0.00 54.99 Marketing & HR 50
## 287 58.10 75.71 Marketing & Finance 70
## 288 0.00 57.16 Marketing & HR 58
## 289 60.00 58.79 Marketing & HR 61
## 290 54.48 65.48 Marketing & HR 69
## 291 58.06 69.28 Marketing & HR 61
## 298 49.94 67.44 Marketing & Finance 72
## 301 87.50 60.69 Marketing & IB 61
## 307 75.50 72.14 Marketing & HR 74
## 310 63.00 60.02 Marketing & HR 76
## 315 0.00 63.83 Marketing & HR 58
## 317 75.00 59.81 Marketing & Finance 53
## 318 0.00 61.66 Marketing & Finance 62
## 322 60.00 57.29 Marketing & HR 54
## 324 55.00 62.93 Marketing & Finance 50
## 326 57.00 56.13 Marketing & Finance 50
## 328 95.65 66.94 Marketing & Finance 73
## 329 93.00 63.94 Marketing & HR 73
## 330 50.00 62.50 Marketing & Finance 65
## 332 36.56 66.18 Marketing & Finance 71
## 336 59.00 64.74 Marketing & Finance 67
## 338 0.00 65.28 Marketing & Finance 62
## 344 0.00 63.53 Marketing & Finance 65
## 350 79.00 58.44 Marketing & HR 52
## 352 80.00 72.21 Marketing & Finance 79
## 355 0.00 51.48 Marketing & Finance 50
## 364 97.00 53.39 Marketing & Finance 60
## 375 33.91 62.42 Marketing & Finance 68
## 376 89.00 60.22 Marketing & HR 66
## 377 71.32 52.36 Marketing & Finance 50
## 379 30.71 56.00 Marketing & Finance 53
## 382 48.38 50.83 Marketing & HR 54
## 383 71.00 56.81 Marketing & Finance 64
## 384 46.47 59.14 Marketing & HR 54
## 386 50.00 67.94 Marketing & Finance 77
## 391 58.89 60.36 Marketing & Finance 64
## Marks_Projectwork Marks_BOCA Placement Placement_B Salary
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##
## Attaching package: 'car'## The following object is masked from 'package:psych':
##
## logit
Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.