St 555 homework2 coding 1 page
rong2017
HW2DugginsBaseballReport.rtf
Variable-Level Metadata (Descriptor) Information
Variables in Creation Order
#
Variable
Type
Len
Format
Label
1
FName
Char
9
First Name
2
LName
Char
11
Last Name
3
Team
Char
13
Team at the end of 1986
4
nAtBat
Num
8
# of At Bats in 1986
5
nHits
Num
8
# of Hits in 1986
6
nHome
Num
8
# of Home Runs in 1986
7
nRuns
Num
8
# of Runs in 1986
8
nRBI
Num
8
# of RBIs in 1986
9
nBB
Num
8
# of Walks in 1986
10
YrMajor
Num
8
# of Years in the Major Leagues
11
CrAtBat
Num
8
# of At Bats in Career
12
CrHits
Num
8
# of Hits in Career
13
CrHome
Num
8
# of Home Runs in Career
14
CrRuns
Num
8
# of Runs in Career
15
CrRbi
Num
8
# of RBIs in Career
16
CrBB
Num
8
# of Walks in Career
17
League
Char
8
League at the end of 1986
18
Division
Char
4
Division at the end of 1986
19
Position
Char
2
Position(s) Played
20
nOuts
Num
8
# of Put Outs in 1986
21
nAssts
Num
8
# of Assists in 1986
22
nError
Num
8
# of Errors in 1986
23
Salary
Num
8
DOLLAR10.3
Salary (Thousands of Dollars)
Salary Format Details
„ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ†
‚ FORMAT NAME: SALARY LENGTH: 15 NUMBER OF VALUES: 7 ‚
‚ MIN LENGTH: 1 MAX LENGTH: 40 DEFAULT LENGTH: 15 FUZZ: 0 ‚
‡ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ…ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ…ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ‰
‚START ‚END ‚LABEL (VER. V7|V8 11SEP2019:12:59:41)‚
‡ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒˆƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ‰
‚ .‚ .‚Missing ‚
‚ 0‚ 0‚None ‚
‚ 0< 190‚First Quartile ‚
‚ 190< 425‚Second Quartile ‚
‚ 425< 750‚Third Quartile ‚
‚ 750< 2460‚Fourth Quartile ‚
‚**OTHER** ‚**OTHER** ‚Unclassified ‚
Šƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ‹ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒ‹ƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒƒŒ
Five Number Summaries of Selected Batting Statistics
Grouped by League (1986), Division (1986), and Salary Category (1987)
League at the end of 1986
Division at the end of 1986
Salary (Thousands of Dollars)
N Obs
Variable
Minimum
25th Pctl
50th Pctl
75th Pctl
Maximum
American
East
Missing
17
nHits nHome nRuns nRBI nBB
36.00 0.00 15.00 10.00 14.00
54.00 1.00 24.00 27.00 18.00
84.00 8.00 33.00 44.00 30.00
113.00 13.00 48.00 56.00 41.00
140.00 23.00 69.00 75.00 54.00
First Quartile
11
nHits nHome nRuns nRBI nBB
41.00 1.00 15.00 18.00 9.00
51.00 4.00 32.00 19.00 16.00
78.00 7.00 41.00 35.00 24.00
113.00 20.00 58.00 69.00 45.00
142.00 28.00 71.00 86.00 54.00
Second Quartile
18
nHits nHome nRuns nRBI nBB
39.00 2.00 18.00 18.00 9.00
57.00 4.00 31.00 27.00 18.00
73.00 8.00 38.00 38.00 22.00
93.00 13.00 54.00 51.00 32.00
213.00 33.00 108.00 121.00 72.00
Third Quartile
14
nHits nHome nRuns nRBI nBB
60.00 0.00 30.00 11.00 22.00
103.00 6.00 48.00 47.00 37.00
136.00 11.50 66.00 56.50 44.50
159.00 17.00 83.00 77.00 56.00
179.00 29.00 107.00 85.00 91.00
Fourth Quartile
25
nHits nHome nRuns nRBI nBB
84.00 4.00 49.00 38.00 13.00
136.00 9.00 69.00 58.00 40.00
150.00 20.00 85.00 74.00 64.00
170.00 26.00 98.00 97.00 77.00
238.00 40.00 130.00 113.00 105.00
West
Missing
19
nHits nHome nRuns nRBI nBB
39.00 0.00 17.00 15.00 11.00
47.00 4.00 25.00 26.00 22.00
80.00 7.00 40.00 36.00 33.00
98.00 9.00 57.00 46.00 46.00
160.00 35.00 86.00 94.00 87.00
First Quartile
25
nHits nHome nRuns nRBI nBB
39.00 0.00 13.00 8.00 7.00
60.00 3.00 26.00 24.00 16.00
102.00 5.00 53.00 35.00 29.00
118.00 17.00 58.00 54.00 52.00
172.00 33.00 85.00 117.00 71.00
Second Quartile
19
nHits nHome nRuns nRBI nBB
41.00 0.00 17.00 15.00 3.00
61.00 4.00 23.00 29.00 18.00
96.00 7.00 50.00 45.00 34.00
126.00 18.00 76.00 58.00 52.00
223.00 31.00 119.00 107.00 88.00
Third Quartile
15
nHits nHome nRuns nRBI nBB
77.00 3.00 35.00 29.00 16.00
83.00 5.00 45.00 47.00 31.00
114.00 13.00 65.00 51.00 47.00
154.00 18.00 74.00 58.00 68.00
169.00 28.00 88.00 94.00 92.00
Fourth Quartile
12
nHits nHome nRuns nRBI nBB
91.00 9.00 41.00 42.00 22.00
129.50 15.00 69.00 59.00 36.00
142.00 19.50 74.50 74.00 52.00
168.50 24.50 82.50 93.00 64.00
171.00 34.00 91.00 108.00 90.00
National
East
Missing
11
nHits nHome nRuns nRBI nBB
31.00 0.00 12.00 13.00 14.00
37.00 2.00 18.00 19.00 20.00
55.00 5.00 21.00 23.00 27.00
69.00 8.00 32.00 37.00 30.00
194.00 14.00 91.00 62.00 78.00
First Quartile
17
nHits nHome nRuns nRBI nBB
37.00 0.00 18.00 8.00 18.00
57.00 1.00 30.00 29.00 21.00
76.00 6.00 38.00 36.00 26.00
96.00 12.00 56.00 48.00 36.00
145.00 17.00 94.00 68.00 65.00
Second Quartile
13
nHits nHome nRuns nRBI nBB
43.00 1.00 21.00 17.00 15.00
54.00 4.00 29.00 27.00 30.00
70.00 7.00 38.00 33.00 36.00
127.00 10.00 62.00 45.00 57.00
167.00 23.00 89.00 88.00 61.00
Third Quartile
17
nHits nHome nRuns nRBI nBB
65.00 1.00 30.00 18.00 22.00
94.00 7.00 48.00 36.00 27.00
113.00 11.00 50.00 58.00 37.00
145.00 15.00 67.00 76.00 44.00
178.00 21.00 90.00 84.00 60.00
Fourth Quartile
14
nHits nHome nRuns nRBI nBB
55.00 0.00 34.00 23.00 32.00
123.00 9.00 56.00 52.00 45.00
136.50 13.00 66.50 69.50 64.50
159.00 21.00 81.00 93.00 74.00
186.00 37.00 107.00 119.00 94.00
West
Missing
12
nHits nHome nRuns nRBI nBB
44.00 0.00 14.00 12.00 11.00
55.50 2.00 23.50 17.00 14.00
70.00 4.00 31.00 28.00 22.00
84.00 9.50 40.50 36.50 33.00
141.00 27.00 70.00 87.00 52.00
First Quartile
14
nHits nHome nRuns nRBI nBB
32.00 0.00 16.00 22.00 8.00
58.00 5.00 26.00 25.00 15.00
83.50 6.00 33.50 31.00 26.00
108.00 7.00 55.00 41.00 34.00
210.00 11.00 91.00 56.00 59.00
Second Quartile
17
nHits nHome nRuns nRBI nBB
52.00 1.00 26.00 15.00 12.00
68.00 4.00 31.00 28.00 22.00
78.00 7.00 36.00 37.00 33.00
102.00 16.00 49.00 52.00 41.00
152.00 31.00 97.00 101.00 68.00
Third Quartile
21
nHits nHome nRuns nRBI nBB
32.00 0.00 14.00 25.00 12.00
77.00 4.00 34.00 36.00 30.00
110.00 8.00 47.00 44.00 38.00
135.00 15.00 62.00 56.00 63.00
211.00 26.00 107.00 96.00 83.00
Fourth Quartile
11
nHits nHome nRuns nRBI nBB
42.00 3.00 17.00 14.00 15.00
106.00 8.00 38.00 33.00 23.00
133.00 12.00 57.00 70.00 55.00
158.00 21.00 89.00 81.00 73.00
174.00 31.00 89.00 116.00 84.00
Breakdown of Players by Position and Position by Salary
Position(s) Played
Position
Frequency
Percent
Cumulative Frequency
Cumulative Percent
13
1
0.31
1
0.31
1B
31
9.63
32
9.94
1O
1
0.31
33
10.25
23
1
0.31
34
10.56
2B
31
9.63
65
20.19
2S
1
0.31
66
20.50
32
1
0.31
67
20.81
3B
32
9.94
99
30.75
3O
1
0.31
100
31.06
3S
3
0.93
103
31.99
C
40
12.42
143
44.41
CD
1
0.31
144
44.72
CF
26
8.07
170
52.80
CS
1
0.31
171
53.11
DH
16
4.97
187
58.07
DO
2
0.62
189
58.70
LF
25
7.76
214
66.46
O1
4
1.24
218
67.70
OD
1
0.31
219
68.01
OF
30
9.32
249
77.33
OS
2
0.62
251
77.95
RF
26
8.07
277
86.02
S3
1
0.31
278
86.34
SS
30
9.32
308
95.65
UT
14
4.35
322
100.00
Breakdown of Players by Position and Position by Salary
Table of Position by Salary
Position(Position(s) Played)
Salary(Salary (Thousands of Dollars))
Frequency Percent Row Pct Col Pct
Missing
First Quartile
Second Quartile
Third Quartile
Fourth Quartile
Total
13
1 0.31 100.00 1.69
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
1B
7 2.17 22.58 11.86
6 1.86 19.35 8.96
3 0.93 9.68 4.48
5 1.55 16.13 7.46
10 3.11 32.26 16.13
31 9.63
1O
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
23
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
2B
5 1.55 16.13 8.47
5 1.55 16.13 7.46
5 1.55 16.13 7.46
12 3.73 38.71 17.91
4 1.24 12.90 6.45
31 9.63
2S
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
32
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
3B
2 0.62 6.25 3.39
8 2.48 25.00 11.94
5 1.55 15.63 7.46
7 2.17 21.88 10.45
10 3.11 31.25 16.13
32 9.94
3O
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
1 0.31
3S
0 0.00 0.00 0.00
0 0.00 0.00 0.00
3 0.93 100.00 4.48
0 0.00 0.00 0.00
0 0.00 0.00 0.00
3 0.93
C
10 3.11 25.00 16.95
9 2.80 22.50 13.43
5 1.55 12.50 7.46
8 2.48 20.00 11.94
8 2.48 20.00 12.90
40 12.42
CD
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
CF
3 0.93 11.54 5.08
5 1.55 19.23 7.46
6 1.86 23.08 8.96
6 1.86 23.08 8.96
6 1.86 23.08 9.68
26 8.07
CS
1 0.31 100.00 1.69
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
DH
5 1.55 31.25 8.47
1 0.31 6.25 1.49
4 1.24 25.00 5.97
4 1.24 25.00 5.97
2 0.62 12.50 3.23
16 4.97
DO
0 0.00 0.00 0.00
0 0.00 0.00 0.00
2 0.62 100.00 2.99
0 0.00 0.00 0.00
0 0.00 0.00 0.00
2 0.62
LF
5 1.55 20.00 8.47
8 2.48 32.00 11.94
4 1.24 16.00 5.97
4 1.24 16.00 5.97
4 1.24 16.00 6.45
25 7.76
O1
0 0.00 0.00 0.00
2 0.62 50.00 2.99
2 0.62 50.00 2.99
0 0.00 0.00 0.00
0 0.00 0.00 0.00
4 1.24
OD
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.49
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31
OF
8 2.48 26.67 13.56
6 1.86 20.00 8.96
9 2.80 30.00 13.43
4 1.24 13.33 5.97
3 0.93 10.00 4.84
30 9.32
OS
0 0.00 0.00 0.00
2 0.62 100.00 2.99
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
2 0.62
RF
4 1.24 15.38 6.78
2 0.62 7.69 2.99
2 0.62 7.69 2.99
7 2.17 26.92 10.45
11 3.42 42.31 17.74
26 8.07
S3
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
0 0.00 0.00 0.00
1 0.31 100.00 1.61
1 0.31
SS
4 1.24 13.33 6.78
11 3.42 36.67 16.42
6 1.86 20.00 8.96
6 1.86 20.00 8.96
3 0.93 10.00 4.84
30 9.32
UT
4 1.24 28.57 6.78
1 0.31 7.14 1.49
6 1.86 42.86 8.96
3 0.93 21.43 4.48
0 0.00 0.00 0.00
14 4.35
Total
59 18.32
67 20.81
67 20.81
67 20.81
62 19.25
322 100.00
Listing of Selected 1986 Players
Included: Players with Salaries of at least $1,000,000 or who played for the Chicago Cubs
Last Name
First Name
Position(s) Played
League at the end of 1986
Division at the end of 1986
Team at the end of 1986
Salary (Thousands of Dollars)
# of Hits in 1986
Murray
Eddie
1B
American
East
Baltimore
$2,460.000
151
Ripken
Cal
SS
American
East
Baltimore
$1,350.000
177
Rice
Jim
LF
American
East
Boston
$2,412.500
200
Boggs
Wade
3B
American
East
Boston
$1,600.000
207
Thornton
Andre
DH
American
East
Cleveland
$1,100.000
92
Gibson
Kirk
RF
American
East
Detroit
$1,300.000
118
Molitor
Paul
3B
American
East
Milwaukee
$1,260.000
123
Yount
Robin
CF
American
East
Milwaukee
$1,000.000
163
Mattingly
Don
1B
American
East
New York
$1,975.000
238
Winfield
Dave
RF
American
East
New York
$1,861.460
148
Henderson
Rickey
CF
American
East
New York
$1,670.000
160
Griffey
Ken
OF
American
East
New York
$1,000.000
150
Barfield
Jesse
RF
American
East
Toronto
$1,237.500
170
Bell
George
LF
American
East
Toronto
$1,175.000
198
Brett
George
3B
American
West
Kansas City
$1,500.000
128
Wilson
Willie
CF
American
West
Kansas City
$1,000.000
170
Hrbek
Kent
1B
American
West
Minneapolis
$1,310.000
147
Lansford
Carney
3B
American
West
Oakland
$1,200.000
168
Durham
Leon
1B
National
East
Chicago
$1,183.333
127
Cey
Ron
3B
National
East
Chicago
$1,050.000
70
Moreland
Keith
RF
National
East
Chicago
$1,043.333
159
Davis
Jody
C
National
East
Chicago
$1,008.333
132
Sandberg
Ryne
2B
National
East
Chicago
$740.000
178
Matthews
Gary
LF
National
East
Chicago
$733.333
96
Dernier
Bob
CF
National
East
Chicago
$708.333
73
Mumphrey
Jerry
OF
National
East
Chicago
$600.000
94
Lopes
Davey
3O
National
East
Chicago
$450.000
70
Speier
Chris
3S
National
East
Chicago
$275.000
44
Dunston
Shawon
SS
National
East
Chicago
$155.000
145
Carter
Gary
C
National
East
New York
$1,925.571
125
Hernandez
Keith
1B
National
East
New York
$1,800.000
171
Strawberry
Darryl
RF
National
East
New York
$1,220.000
123
Schmidt
Mike
3B
National
East
Philadelphia
$2,127.333
160
Hayes
Von
1B
National
East
Philadelphia
$1,300.000
186
Pena
Tony
C
National
East
Pittsburgh
$1,150.000
147
Smith
Ozzie
SS
National
East
St Louis
$1,940.000
144
Clark
Jack
1B
National
East
St Louis
$1,300.000
55
Murphy
Dale
CF
National
West
Atlanta
$1,900.000
163
Parker
Dave
RF
National
West
Cincinnati
$1,041.667
174
Garvey
Steve
1B
National
West
San Diego
$1,450.000
142
$51,512.696
5,686
Last Name
First Name
Position(s) Played
# of Home Runs in 1986
# of Runs in 1986
# of RBIs in 1986
# of Walks in 1986
Murray
Eddie
1B
17
61
84
78
Ripken
Cal
SS
25
98
81
70
Rice
Jim
LF
20
98
110
62
Boggs
Wade
3B
8
107
71
105
Thornton
Andre
DH
17
49
66
65
Gibson
Kirk
RF
28
84
86
68
Molitor
Paul
3B
9
62
55
40
Yount
Robin
CF
9
82
46
62
Mattingly
Don
1B
31
117
113
53
Winfield
Dave
RF
24
90
104
77
Henderson
Rickey
CF
28
130
74
89
Griffey
Ken
OF
21
69
58
35
Barfield
Jesse
RF
40
107
108
69
Bell
George
LF
31
101
108
41
Brett
George
3B
16
70
73
80
Wilson
Willie
CF
9
77
44
31
Hrbek
Kent
1B
29
85
91
71
Lansford
Carney
3B
19
80
72
39
Durham
Leon
1B
20
66
65
67
Cey
Ron
3B
13
42
36
44
Moreland
Keith
RF
12
72
79
53
Davis
Jody
C
21
61
74
41
Sandberg
Ryne
2B
14
68
76
46
Matthews
Gary
LF
21
49
46
60
Dernier
Bob
CF
4
32
18
22
Mumphrey
Jerry
OF
5
37
32
26
Lopes
Davey
3O
7
49
35
43
Speier
Chris
3S
6
21
23
15
Dunston
Shawon
SS
17
66
68
21
Carter
Gary
C
24
81
105
62
Hernandez
Keith
1B
13
94
83
94
Strawberry
Darryl
RF
27
76
93
72
Schmidt
Mike
3B
37
97
119
89
Hayes
Von
1B
19
107
98
74
Pena
Tony
C
10
56
52
53
Smith
Ozzie
SS
0
67
54
79
Clark
Jack
1B
9
34
23
45
Murphy
Dale
CF
29
89
83
75
Parker
Dave
RF
31
89
116
56
Garvey
Steve
1B
21
58
81
23
741
2,978
2,903
2,295
