tests/testthat/_snaps/prep2gads.md
In sachseka/eatPrep: Prepare Data for IRT Analyses
checks for normal output and missing meta data info when scored [plain]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 2 variables are not in inputList ($units$unit) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [ansi]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 2 variables are not in inputList ([32m$units$unit[39m) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [unicode]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 2 variables are not in inputList ($units$unit) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [fancy]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 2 variables are not in inputList ([32m$units$unit[39m) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [plain]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [ansi]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [unicode]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [fancy]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [plain]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [ansi]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [unicode]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [fancy]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [plain]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [ansi]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [unicode]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [fancy]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [plain]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
i Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
-- Check: Variables without info
i The following 2 variables are not in inputList ($subunits$subunit or
$units$unit) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [ansi]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
[36mi[39m Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 2 variables are not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [unicode]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
ℹ Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
── Check: Variables without info
ℹ The following 2 variables are not in inputList ($subunits$subunit or
$units$unit) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [fancy]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
[36mℹ[39m Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 2 variables are not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
sachseka/eatPrep documentation built on June 9, 2025, 9:36 a.m.
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checks for normal output and missing meta data info when scored [plain]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 2 variables are not in inputList ($units$unit) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [ansi]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 2 variables are not in inputList ([32m$units$unit[39m) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [unicode]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 2 variables are not in inputList ($units$unit) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when scored [fancy]
Code
prep2GADS(dat = preparedData, inputList = inputList[1:3], trafoType = "scored",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 2 variables are not in inputList ([32m$units$unit[39m) but in dataset,
their meta data will be set to NA: `booklet` and `hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 -94 -94 -94
2 person101 booklet1 NA -99 0 -99 0 1 -94 -94 -94
3 person200 booklet2 69 -94 -94 -94 -94 0 0 -94 1
4 person201 booklet2 76 -94 -94 -94 -94 0 1 -94 0
5 person300 booklet3 49 0 0 -99 -98 -94 -94 0 -94
6 person301 booklet3 NA 1 1 1 0 -94 -94 -99 -94
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
25 I05 Conversion: 0.14 cm <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
48 I08 Pizza: Reasoning for choice <NA> <NA> yes
67 I12 Shapes <NA> <NA> yes
68 I12 Shapes <NA> <NA> yes
69 I12 Shapes <NA> <NA> yes
70 I12 Shapes <NA> <NA> yes
71 I12 Shapes <NA> <NA> yes
72 I12 Shapes <NA> <NA> yes
73 I13 Sweets: How many possibilities to hide <NA> <NA> yes
74 I13 Sweets: How many possibilities to hide <NA> <NA> yes
75 I13 Sweets: How many possibilities to hide <NA> <NA> yes
76 I13 Sweets: How many possibilities to hide <NA> <NA> yes
77 I13 Sweets: How many possibilities to hide <NA> <NA> yes
78 I13 Sweets: How many possibilities to hide <NA> <NA> yes
83 I15 Shopping: Number prices <NA> <NA> yes
84 I15 Shopping: Number prices <NA> <NA> yes
85 I15 Shopping: Number prices <NA> <NA> yes
86 I15 Shopping: Number prices <NA> <NA> yes
87 I15 Shopping: Number prices <NA> <NA> yes
88 I15 Shopping: Number prices <NA> <NA> yes
167 ID Student ID <NA> <NA> yes
168 booklet <NA> <NA> <NA> no
169 hisei <NA> <NA> <NA> no
value
1 0
2 1
3 -96
4 -94
5 -98
6 -99
25 0
26 1
27 -96
28 -94
29 -98
30 -99
31 0
32 1
33 -96
34 -94
35 -98
36 -99
37 1
38 0
39 -96
40 -94
41 -98
42 -99
43 0
44 1
45 -96
46 -94
47 -98
48 -99
67 0
68 1
69 -96
70 -94
71 -98
72 -99
73 0
74 1
75 -96
76 -94
77 -98
78 -99
83 1
84 0
85 -96
86 -94
87 -98
88 -99
167 NA
168 NA
169 NA
valLabel
1 Response option 1 marked', or 'Response option 2 marked
2 Response option 3 marked
3 missing not reached
4 missing by design
5 missing invalid response
6 missing by intention
25 other
26 14 mm (units not required)
27 missing not reached
28 missing by design
29 missing invalid response
30 missing by intention
31 other
32 39
33 missing not reached
34 missing by design
35 missing invalid response
36 missing by intention
37 Response option 1 marked
38 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
39 missing not reached
40 missing by design
41 missing invalid response
42 missing by intention
43 other
44 Surface area increases more rapidly than price
45 missing not reached
46 missing by design
47 missing invalid response
48 missing by intention
67 wrong answer (aggregated)
68 right answer (aggregated)
69 missing not reached
70 missing by design
71 missing invalid response
72 missing by intention
73 Response option 1 marked', or 'Response option 3 marked', or 'Response option 4 marked
74 Response option 2 marked
75 missing not reached
76 missing by design
77 missing invalid response
78 missing by intention
83 Response option 1 marked
84 Response option 2 marked', or 'Response option 3 marked', or 'Response option 4 marked
85 missing not reached
86 missing by design
87 missing invalid response
88 missing by intention
167 <NA>
168 <NA>
169 <NA>
missings
1 valid
2 valid
3 miss
4 miss
5 miss
6 miss
25 valid
26 valid
27 miss
28 miss
29 miss
30 miss
31 valid
32 valid
33 miss
34 miss
35 miss
36 miss
37 valid
38 valid
39 miss
40 miss
41 miss
42 miss
43 valid
44 valid
45 miss
46 miss
47 miss
48 miss
67 valid
68 valid
69 miss
70 miss
71 miss
72 miss
73 valid
74 valid
75 miss
76 miss
77 miss
78 miss
83 valid
84 valid
85 miss
86 miss
87 miss
88 miss
167 <NA>
168 <NA>
169 <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [plain]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [ansi]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [unicode]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw [fancy]
Code
prep2GADS(dat = preparedData2, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [plain]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [ansi]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [unicode]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
checks for normal output and missing meta data info when raw 2 [fancy]
Code
prep2GADS(dat = preparedData3, inputList = inputList[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 7 7 7 7 7
2 person101 NA 9 0 9 2 1 7 7 7 7 7
3 person200 69 7 7 7 7 0 1 1 4 4 7
4 person201 76 7 7 7 7 0 0 0 3 2 7
5 person300 49 2 0 9 8 7 7 7 7 7 3
6 person301 NA 3 1 1 2 7 7 7 7 7 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
7 I01 Animals: Weight of a duck <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I05 Conversion: 0.14 cm <NA> <NA> yes
32 I05 Conversion: 0.14 cm <NA> <NA> yes
33 I05 Conversion: 0.14 cm <NA> <NA> yes
34 I05 Conversion: 0.14 cm <NA> <NA> yes
35 I05 Conversion: 0.14 cm <NA> <NA> yes
36 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
37 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
38 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
39 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
40 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
41 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I07 Pizza: Choice <NA> <NA> yes
44 I07 Pizza: Choice <NA> <NA> yes
45 I07 Pizza: Choice <NA> <NA> yes
46 I07 Pizza: Choice <NA> <NA> yes
47 I07 Pizza: Choice <NA> <NA> yes
48 I07 Pizza: Choice <NA> <NA> yes
49 I07 Pizza: Choice <NA> <NA> yes
50 I08 Pizza: Reasoning for choice <NA> <NA> yes
51 I08 Pizza: Reasoning for choice <NA> <NA> yes
52 I08 Pizza: Reasoning for choice <NA> <NA> yes
53 I08 Pizza: Reasoning for choice <NA> <NA> yes
54 I08 Pizza: Reasoning for choice <NA> <NA> yes
55 I08 Pizza: Reasoning for choice <NA> <NA> yes
80 I12a Shapes: Biggest shape <NA> <NA> yes
81 I12a Shapes: Biggest shape <NA> <NA> yes
82 I12a Shapes: Biggest shape <NA> <NA> yes
83 I12a Shapes: Biggest shape <NA> <NA> yes
84 I12a Shapes: Biggest shape <NA> <NA> yes
85 I12a Shapes: Biggest shape <NA> <NA> yes
86 I12b Shapes: Circumference <NA> <NA> yes
87 I12b Shapes: Circumference <NA> <NA> yes
88 I12b Shapes: Circumference <NA> <NA> yes
89 I12b Shapes: Circumference <NA> <NA> yes
90 I12b Shapes: Circumference <NA> <NA> yes
91 I12b Shapes: Circumference <NA> <NA> yes
92 I12c Shapes: Size calculation <NA> <NA> yes
93 I12c Shapes: Size calculation <NA> <NA> yes
94 I12c Shapes: Size calculation <NA> <NA> yes
95 I12c Shapes: Size calculation <NA> <NA> yes
96 I12c Shapes: Size calculation <NA> <NA> yes
97 I12c Shapes: Size calculation <NA> <NA> yes
98 I12c Shapes: Size calculation <NA> <NA> yes
99 I12c Shapes: Size calculation <NA> <NA> yes
100 I13 Sweets: How many possibilities to hide <NA> <NA> yes
101 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I13 Sweets: How many possibilities to hide <NA> <NA> yes
103 I13 Sweets: How many possibilities to hide <NA> <NA> yes
104 I13 Sweets: How many possibilities to hide <NA> <NA> yes
105 I13 Sweets: How many possibilities to hide <NA> <NA> yes
106 I13 Sweets: How many possibilities to hide <NA> <NA> yes
107 I13 Sweets: How many possibilities to hide <NA> <NA> yes
117 I15 Shopping: Number prices <NA> <NA> yes
118 I15 Shopping: Number prices <NA> <NA> yes
119 I15 Shopping: Number prices <NA> <NA> yes
120 I15 Shopping: Number prices <NA> <NA> yes
121 I15 Shopping: Number prices <NA> <NA> yes
122 I15 Shopping: Number prices <NA> <NA> yes
123 I15 Shopping: Number prices <NA> <NA> yes
124 I15 Shopping: Number prices <NA> <NA> yes
221 ID Student ID <NA> <NA> yes
222 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 7 missing by design miss
6 8 missing invalid response miss
7 9 missing by intention miss
30 0 other valid
31 1 14 mm (units not required) valid
32 6 missing not reached miss
33 7 missing by design miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 0 other valid
37 1 39 valid
38 6 missing not reached miss
39 7 missing by design miss
40 8 missing invalid response miss
41 9 missing by intention miss
42 1 Response option 1 marked valid
43 2 Response option 2 marked valid
44 3 Response option 3 marked valid
45 4 Response option 4 marked valid
46 6 missing not reached miss
47 7 missing by design miss
48 8 missing invalid response miss
49 9 missing by intention miss
50 0 other valid
51 1 Surface area increases more rapidly than price valid
52 6 missing not reached miss
53 7 missing by design miss
54 8 missing invalid response miss
55 9 missing by intention miss
80 0 other valid
81 1 Shape B, supported with plausible reasoning. valid
82 6 missing not reached miss
83 7 missing by design miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 0 other valid
87 1 22.9 metres (units not required) valid
88 6 missing not reached miss
89 7 missing by design miss
90 8 missing invalid response miss
91 9 missing by intention miss
92 1 Response option 1 marked valid
93 2 Response option 2 marked valid
94 3 Response option 3 marked valid
95 4 Response option 4 marked valid
96 6 missing not reached miss
97 7 missing by design miss
98 8 missing invalid response miss
99 9 missing by intention miss
100 1 Response option 1 marked valid
101 2 Response option 2 marked valid
102 3 Response option 3 marked valid
103 4 Response option 4 marked valid
104 6 missing not reached miss
105 7 missing by design miss
106 8 missing invalid response miss
107 9 missing by intention miss
117 1 Response option 1 marked valid
118 2 Response option 2 marked valid
119 3 Response option 3 marked valid
120 4 Response option 4 marked valid
121 6 missing not reached miss
122 7 missing by design miss
123 8 missing invalid response miss
124 9 missing by intention miss
221 NA <NA> <NA>
222 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [plain]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- Check: Variables without info
i The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [ansi]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [unicode]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
── Check: Variables without info
ℹ The following 1 variable is not in inputList ($subunits$subunit or
$units$unit) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether mbd-specification via misTypes works (when no info in in values-sheet) [fancy]
Code
prep2GADS(dat = preparedData2, inputList = inputList1[1:3], trafoType = "raw",
verbose = TRUE)
Message
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 1 variable is not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, its meta data will be set to NA: `hisei`
Output
$dat
ID hisei I01 I05 I06 I07 I08 I12a I12b I12c I13 I15
1 person100 49 1 0 0 2 0 NA NA NA NA NA
2 person101 NA 9 0 9 2 1 NA NA NA NA NA
3 person200 69 NA NA NA NA 0 1 1 4 4 NA
4 person201 76 NA NA NA NA 0 0 0 3 2 NA
5 person300 49 2 0 9 8 NA NA NA NA NA 3
6 person301 NA 3 1 1 2 NA NA NA NA NA 9
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
69 I12a Shapes: Biggest shape <NA> <NA> yes
70 I12a Shapes: Biggest shape <NA> <NA> yes
71 I12a Shapes: Biggest shape <NA> <NA> yes
72 I12a Shapes: Biggest shape <NA> <NA> yes
73 I12a Shapes: Biggest shape <NA> <NA> yes
74 I12b Shapes: Circumference <NA> <NA> yes
75 I12b Shapes: Circumference <NA> <NA> yes
76 I12b Shapes: Circumference <NA> <NA> yes
77 I12b Shapes: Circumference <NA> <NA> yes
78 I12b Shapes: Circumference <NA> <NA> yes
79 I12c Shapes: Size calculation <NA> <NA> yes
80 I12c Shapes: Size calculation <NA> <NA> yes
81 I12c Shapes: Size calculation <NA> <NA> yes
82 I12c Shapes: Size calculation <NA> <NA> yes
83 I12c Shapes: Size calculation <NA> <NA> yes
84 I12c Shapes: Size calculation <NA> <NA> yes
85 I12c Shapes: Size calculation <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 hisei <NA> <NA> <NA> no
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
69 0 other valid
70 1 Shape B, supported with plausible reasoning. valid
71 6 missing not reached miss
72 8 missing invalid response miss
73 9 missing by intention miss
74 0 other valid
75 1 22.9 metres (units not required) valid
76 6 missing not reached miss
77 8 missing invalid response miss
78 9 missing by intention miss
79 1 Response option 1 marked valid
80 2 Response option 2 marked valid
81 3 Response option 3 marked valid
82 4 Response option 4 marked valid
83 6 missing not reached miss
84 8 missing invalid response miss
85 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [plain]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
i Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
-- Check: Variables without info
i The following 2 variables are not in inputList ($subunits$subunit or
$units$unit) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [ansi]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
[36mi[39m Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
-- [1m[1mCheck:[1m[22m Variables without info
[36mi[39m The following 2 variables are not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [unicode]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
ℹ Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
── Check: Variables without info
ℹ The following 2 variables are not in inputList ($subunits$subunit or
$units$unit) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
check whether no mbd-specification gives message [fancy]
Code
prep2GADS(dat = preparedData, inputList = inputList1[1:3], trafoType = "raw",
misTypes = list(mci = -97), verbose = TRUE)
Message
[36mℹ[39m Data contains 'mbd' but no clear backtransformation raw value could be
identified (please specify via misTypes). Thus 'mbd' will be kept as string.
── [1m[1mCheck:[1m[22m Variables without info
[36mℹ[39m The following 2 variables are not in inputList ([32m$subunits$subunit[39m or
[32m$units$unit[39m) but in dataset, their meta data will be set to NA: `booklet` and
`hisei`
Output
$dat
ID booklet hisei I01 I05 I06 I07 I08 I13 I15 I12
1 person100 booklet1 49 0 0 0 0 0 mbd mbd mbd
2 person101 booklet1 NA mbi 0 mbi 0 1 mbd mbd mbd
3 person200 booklet2 69 mbd mbd mbd mbd 0 0 mbd 1
4 person201 booklet2 76 mbd mbd mbd mbd 0 1 mbd 0
5 person300 booklet3 49 0 0 mbi mir mbd mbd 0 mbd
6 person301 booklet3 NA 1 1 1 0 mbd mbd mbi mbd
$labels
varName varLabel format display_width labeled
1 I01 Animals: Weight of a duck <NA> <NA> yes
2 I01 Animals: Weight of a duck <NA> <NA> yes
3 I01 Animals: Weight of a duck <NA> <NA> yes
4 I01 Animals: Weight of a duck <NA> <NA> yes
5 I01 Animals: Weight of a duck <NA> <NA> yes
6 I01 Animals: Weight of a duck <NA> <NA> yes
26 I05 Conversion: 0.14 cm <NA> <NA> yes
27 I05 Conversion: 0.14 cm <NA> <NA> yes
28 I05 Conversion: 0.14 cm <NA> <NA> yes
29 I05 Conversion: 0.14 cm <NA> <NA> yes
30 I05 Conversion: 0.14 cm <NA> <NA> yes
31 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
32 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
33 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
34 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
35 I06 MissingNumber: 13 - 26 - x - 52 <NA> <NA> yes
36 I07 Pizza: Choice <NA> <NA> yes
37 I07 Pizza: Choice <NA> <NA> yes
38 I07 Pizza: Choice <NA> <NA> yes
39 I07 Pizza: Choice <NA> <NA> yes
40 I07 Pizza: Choice <NA> <NA> yes
41 I07 Pizza: Choice <NA> <NA> yes
42 I07 Pizza: Choice <NA> <NA> yes
43 I08 Pizza: Reasoning for choice <NA> <NA> yes
44 I08 Pizza: Reasoning for choice <NA> <NA> yes
45 I08 Pizza: Reasoning for choice <NA> <NA> yes
46 I08 Pizza: Reasoning for choice <NA> <NA> yes
47 I08 Pizza: Reasoning for choice <NA> <NA> yes
86 I13 Sweets: How many possibilities to hide <NA> <NA> yes
87 I13 Sweets: How many possibilities to hide <NA> <NA> yes
88 I13 Sweets: How many possibilities to hide <NA> <NA> yes
89 I13 Sweets: How many possibilities to hide <NA> <NA> yes
90 I13 Sweets: How many possibilities to hide <NA> <NA> yes
91 I13 Sweets: How many possibilities to hide <NA> <NA> yes
92 I13 Sweets: How many possibilities to hide <NA> <NA> yes
102 I15 Shopping: Number prices <NA> <NA> yes
103 I15 Shopping: Number prices <NA> <NA> yes
104 I15 Shopping: Number prices <NA> <NA> yes
105 I15 Shopping: Number prices <NA> <NA> yes
106 I15 Shopping: Number prices <NA> <NA> yes
107 I15 Shopping: Number prices <NA> <NA> yes
108 I15 Shopping: Number prices <NA> <NA> yes
192 ID Student ID <NA> <NA> yes
193 booklet <NA> <NA> <NA> no
194 hisei <NA> <NA> <NA> no
195 I12 Shapes <NA> <NA> yes
value valLabel missings
1 1 Response option 1 marked valid
2 2 Response option 2 marked valid
3 3 Response option 3 marked valid
4 6 missing not reached miss
5 8 missing invalid response miss
6 9 missing by intention miss
26 0 other valid
27 1 14 mm (units not required) valid
28 6 missing not reached miss
29 8 missing invalid response miss
30 9 missing by intention miss
31 0 other valid
32 1 39 valid
33 6 missing not reached miss
34 8 missing invalid response miss
35 9 missing by intention miss
36 1 Response option 1 marked valid
37 2 Response option 2 marked valid
38 3 Response option 3 marked valid
39 4 Response option 4 marked valid
40 6 missing not reached miss
41 8 missing invalid response miss
42 9 missing by intention miss
43 0 other valid
44 1 Surface area increases more rapidly than price valid
45 6 missing not reached miss
46 8 missing invalid response miss
47 9 missing by intention miss
86 1 Response option 1 marked valid
87 2 Response option 2 marked valid
88 3 Response option 3 marked valid
89 4 Response option 4 marked valid
90 6 missing not reached miss
91 8 missing invalid response miss
92 9 missing by intention miss
102 1 Response option 1 marked valid
103 2 Response option 2 marked valid
104 3 Response option 3 marked valid
105 4 Response option 4 marked valid
106 6 missing not reached miss
107 8 missing invalid response miss
108 9 missing by intention miss
192 NA <NA> <NA>
193 NA <NA> <NA>
194 NA <NA> <NA>
195 NA <NA> <NA>
attr(,"class")
[1] "GADSdat" "list"
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