Sensory report from data

Generate a sensory analysis report from raw data. Please generate the same report as shown as a example lab report.

Panelist #
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
Student WID #
(last 4 digits)
7691
7691
7691
4590
4590
4590
3850
3850
3850
7345
7345
7345
7345
7345
7345
7345
7345
7345
7345
3776
3776
3776
8705
8705
8705
2276
2276
2276
2276
3228
Set A (Free Choice)
# of correct
825
287
163
907
653
responses
orange-citrus lemony
peppermint/minty
lavendar
eucalyptus
5
orange
lemon
mint
floral
woody
3
orange
lemon
mint
flowers
eucalyptus
4
lime
orange
peppermint lavendar
lemon
2
orange
lemon lime mint
lavender
lemon
4
tangerine
mint
mint
lavendar
hibiscus
2
floral
citrus
gasoline
lavender
mint
1
orange
lemon
mint
lavender
pine
4
orange-citrus clove
peppermint lavender
menthol
3
Citrus/Orange Lemon
Mint
Unsure
Pine
4
Orange
Lemon
Menthol
Mint
Menthol
3
Orange
Citronella
Dentist Mouthwash
Lavender
Turpentine/Gas
3
Orange
Lemon Pledge/zest
Pine/Mint
Rosemary/Anise
Cleaner
3
grass
floral
mint
Eucalyptus
spearmint
1
grapefruit
sweet candy lemon
peppermint/cooling
Lavender/sl mint
rubber,
or menthol
medicinal 4
Citrus, OrangesCitrus smell, really
Vicksstrong
Vapor Rub
Pine
kind
soloflike
smell
smell
Lemon smell
2
Lemon
Lemon
Menthol
Eucalyptus
Vicks
2
Orange – vanillaLemon, lemon Icy
pledge
Hot – mintyLavender
Eucalyptusy/lemon/Porta
John
5
citrus
lemon
peppermint Mosquito repellent/citronella
old lady perfume (powdery)
3
orange
lemon
peppermint Lavender
Eucalyptus
5
orange
vanilla
mint
Lavender
mint-peppermint
3
orange
citranella
peppermint Lavender
alcohol
3
Lemon
lemongrass eucalyptus
lavender
mint
2
orange
lemongrass mint
herbal
mint
3
orange
lemongrass lavender
Eucalyptus
mint
2
Orange
Lemon
Mint
Pine Tree
Menthol
3
Citrus
Lavender
Mint
Herb
Eucalyptus
3
Grapefruit
Lemon
Peppermint
Pine Tree
Cinnamon
2
Orange
Lemon
Peppermint
Lavender
Cut Grass
5
orange
cardamom
lime
Lavender
Eucalyptus
3
S
479
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
eucalyptus
lemongrass
lemongrass
lemongrass
Orange
Lemon
Lemon
Lemon
Orange
Lemon
Lemon
Eucalyptus
Lemon
Lemon
lemongrass
lemongrass
lemongrass
Lemongrass
lemongrass
lemongrass
Lemongrass
Lemongrass
Lemongrass
Lemongrass
lemongrass
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
3228
3228
4689
7137
7137
7137
0844
0844
0844
7227
7227
7227
8849
8849
8849
3781
3781
3781
8287
8287
8287
8287
5512
5512
5512
1836
1836
1836
1836
4258
4258
4258
citrus
peppermint cinnamon
lemon cleanerlemon
eucalyptus
0
lemon
minty
nothing
pine
toilet bowl cleaner 0
lemongrass
sweet orange lemongrass lavender
mint
eucalyptus
lemongrass
3
orange
lemon
sweat
floral
eucalyptus
peppermint
2
orange
candy
chemical
unsure
cream
eucalyptus
1
orange
lemon citron mint
sandalwood eucalyptus
lavender
3
orange
ginger
peppermint lavendar
geranium
lemongrass
3
orange
lemon-sandalwood
Vicks Vapor Rub
lavendar
eucalyptus
lemongrass
3
orange
lemoncello mint
lavendar
tea tree
lemongrass
3
lemon
clean
shoe cleaner the woods
lavender
sweet orange
0
lemon; citrus lemon grass spearmint
eucalyptus
menthol mint
lemongrass
0
orange
lemon
spearmint
lavender
eucalyptus
sweet orange
3
orange
lime
mint
Lavender
tea tree
lemongrass
3
mandarin
lemon
licorice
Lavender
mint
lemongrass
3
orange
lemon
tea tree
mint
eucalyptus
lemongrass
3
lemon/orange lemon
oil/citrus/cleaner
mint/menthol lavender
tea tree
lemongrass
5
orange
lemongrass mint
lavender/freshtea
laundry
tree
lemongrass
5
eucalyptus/earthy/planty
lemon/fresh citrus
peppermint/minty/smells
lavender/smells
“cold”
tea
like
tree/strong/almost
laundry
4 pungent lemongrass
orange
fir tree
mint
deodarant
lemon
lemongrass
2
orange
lemongrass peppermint lavendar
eucalyptus
orange
5
grapefruit
lemon
mint
lavender
Eucalyptus
Lemongrass
4
citrus
citrus
peppermint lavendar
metholatum
sweet orange
4
orange zest citrus, herb minty
lavender
vapo rub
lemongrass
5
sweet citrus herby citrus sweet mint floral
mint medicine
lemongrass
4
orange
woody citrus mint
fresh floral cough lozenge
lemongrass
5
orange
lemon
citronella
licorice
icy hot
lemongrass
2
lemon
licorice
peppermint lysol
paper
sweet orange
1
orange
lemon
peppermint lavender
mint
sweet orange
4
No idea
licorice
mint
lavender
black licorice
lemongrass
2
Orange
Lemon
Tea tree oil Lavendar
eucalyptus
Lemon
4
Orange
Lemongrass Menthol
Lavendar
Mellaluca
Lemongrass
3
No idea
Pine
Vick’s vapor run
Gift shop
Vick’s vapor rub
Lemongrass
0
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
90
91
92
93
94
95
9170
9170
9170
8262
8262
8262
8262
6141
6141
6141
9475
9475
9475
2454
2454
2454
1209
1209
1209
9896
9896
9896
9896
5188
5188
5188
3449
3449
3449
5602
5602
5602
Orange Pine- Soil
Lemon Pledge Peppermint Anise Licorice Menthol vicks vapor rub
1
Lime
Clove
Peppermint Lavender
spearmint
2
Lemon Oil
Herb
Peppermint Lavender
Eucalyptus
3
lemonhead sour
stronger
candy lemonmint/eucalyptus
sourheads lavender
tiger balm
1
orange
berry
menthol
spearmint
banana
0
orange
lemongrass lavender
eucalyptus
peppermint
2
orange
lemongrass peppermint eucalyptus
lavender
3
lemongrass
sweet orange
lemongrass
lemongrass
lemongrass
eucalyptus
lemongrass
lemon
orange
orange
orange
cutie orange
orange
orange
orange
orange
lime
lemon
orange
orange
citrus
citrus
orange
orange
grapefruit
orange
orange
orange
orange
lemongrass
sweet orange
lemongrass
lemongrass
lemongrass
sweet orange
lemongrass
lemongrass
lemongrass
Lemongrass
Lemongrass
Lemongrass
Lemongrass
sweet orange
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
orange
lime citrus
lime
lemon
lemon
lemon/lime
lime citrus
lime citrus
lemongrass
lemon
lime citrus
lemon
herbd
orange
lemon
lemon
lemony
lemon
lemon
lemon
earthy
sour grass
peppermint lavender
mint
berries
mint
lavender
mint
lavender
peppermint flower
spearmint
lavender
peppermint lavender
mint
lavander
peppermint lavander
sedan
lavander
alcohol
berries
eucalyptus
tree tea
shoe cleaner pine tree
Menthol
green note
old motor oil lavender
mint
lavender
mint
lavendar
mint
lavender
peppermint lavender
minty
floral
peppermint perfume-y
mint
lavender
eucalyptus
minty citrus
thyme
eucalyptus
eucalyptus
bay leaf
mint
menthol
menthol
Eucalyptus
flowers
peppermint
pinecone
cleaning
menthol
menthol
eucalyptus
eucalyptus
mint
Vicks
mint
menthol
3
2
3
5
4
3
3
2
4
3
0
2
1
0
0
2
5
4
4
4
3
3
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
5785
5785
5785
5314
5314
5314
1522
1522
1522
6109
6109
6109
1426
1426
1426
3041
3041
3041
5195
5195
5195
orange
citrus-lemon mint
floral
menthol4
orange
lemon
eucalyptus
lavender
vicks, menthol
4
orange
lime
peppermint-mint
floral
eucalyptus- plants 4
lemon
lemon
mint
dont know
dont know
2
Orange
Pledge Cleanerspearmint
Pinetree
menthol
2
Orange
lemon grass Peppermint lavander
tea tree
4
orange
lemon
mint
lavendar
eucalyptus
5
orange
lemon
mint
flowers
eucalyptus
4
orange
lemon
mint
lavendar
menthol
4
woodsy/bergamont
Peachy/spices spearmint
spices/clove calamine/cat urine 1
orange
lavender
spearmint
minty sweet minty/tart/cat urine 2
orange
spices
mint
lavender
menthol
3
fruity tootsie roll
lemon
wintergreen thyme
mint
1
air freshener perfume
dirty socks
lemon cleanerpine cleaner
0
lemon air freshener
shower gel foot deoderizerspearmint
lemon pledge
0
citrusy
orange candy minty
ginger
cough drop
2
lemon/orangefruit loops
vapor rub
strong alcohol spearmint
1
orange rind orange lollipopicy-hot
absinthe
ricola
2
Cotton Candy Mango
Mint
Sunflower
Lemon Soap
0
Lemongrass Yuzu
Spearmint
Lavender
Lime
1
Orange
Flowers
Peppermint Lavender
Lemon
3
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
lemongrass
eucalyptus
lemongrass
sweet orange
sweet orange
lemongrass
Lemongrass
Lemongrass
Lemongrass
Set B (Matching)
509
688
109
621
sweet orange eucalyptus
peppermint lavendar
sweet orange eucalyptus
peppermint lavendar
sweet orange eucalyptus
peppermint lavendar
sweet orange eucalyptus
peppermint lavendar
sweet orange peppermint eucalyptus
lavendar
sweet orange lavendar
lemongrass peppermint
sweet orange peppermint eucalyptus
lavender
sweet orange peppermint eucalyptus
lavender
sweet orange eucalyptus
peppermint lavender
Lavender
Lemon
Peppermint Eucalyptus
Orange
Eucalyptus
Peppermint Lavender
Orange
Eucalyptus
Peppermint Lavender
Orange
Eucalyptus
Peppermint Lavender
Lemon
Lavender
Peppermint Eucalyptus
Orange
Eucalyptus
Peppermint Lavender
Orange
Eucalyptus
Peppermint Lavender
Orange
Peppermint Lemon
Lavender
Orange
Eucalyptus
Peppermint Lavender
Orange
Eucalyptus
Peppermint Lavender
sweet orange eucalyptus
Peppermint lavender
sweet orange peppermint eucalyptus
lavender
sweet orange eucalyptus
Peppermint lavender
sweet orange peppermint eucalyptus
lavender
sweetorange eucalyptus
peppermint lavender
sweetorange peppermint lavender
eucalyptus
Sweet Orange Eucalyptus Peppermint
Lavender
Sweet Orange Eucalyptus Peppermint
Lavender
Sweet Orange Eucalyptus Peppermint
Lavender
Sweet Orange Eucalyptus Peppermint
Lavender
sweet orange eucalyptus
peppermint lavender
# of correct
responses
5
5
5
5
3
2
3
3
5
1
5
5
5
1
5
5
2
5
5
5
3
5
3
5
2
5
5
5
5
5
Answer keys:
Set A (Free Choice)
825
Sweet Orange/ Orange
287
Lemongrass
163
Peppermint
907
Lavender
653
Eucalyptus/ Tea tree
479
509
688
109
621
Set B (Matching)
Lemongrass
Sweet Orange
Eucalyptus
Peppermint
Lavender
sweet orange lemongrass peppermint
sweet orange lavender
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
lemongrass
sweet orange lavender
lemongrass
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange peppermint eucalyptus
peppermint lemon grass lavender
sweet orange eucaplyptus peppermint
lemongrass eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange peppermint eucalyptus
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
Sweet Orange eucalyptus
peppermint
lemongrass peppermint lavendar
Sweet Orange Eucalyptus
peppermint
lemongrass Eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
lemongrass peppermint eucalyptus
Lavender
eucalyptus
peppermint
eucalyptus
sweet orange peppermint
Sweet orange Eucalyptus
Peppermint
Sweet orange Eucalyptus
Peppermint
Orange
Eucalyptus
Peppermint
lavender
Eucalyptus
lavander
lavender
peppermint
lemongrass
lavendar
lavendar
lavendar
eucalyptus
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
Eucalyptus
lavender
lavender
lavender
lavender
lavender
lavender
lavander
lemongrass
lavander
Lavendar
Lavendar
Lavendar
3
3
5
3
1
3
5
5
3
0
5
3
5
5
4
5
5
5
5
0
5
5
5
5
5
5
1
2
3
5
5
5
sweet orange Eucalyptus
peppermint lavander
lemongrass peppermint eucalyptus
lavander
sweet orange eucalyptus
peppermint lavander
sweet orange eucalyptus
peppermint lavender
Sweet Orange eucalyptus
peppermint lavender
sweet orange lemongrass peppermint lavender
sweet orange eucalyptus
peppermint lavender
eucalyptus
peppermint lavendar
eucalyptus
peppermint lavendar
eucalyptus
peppermint lavendar
lavender
eucalyptus
peppermint sweet orange
lemongrass peppermint eucalyptus
lavender
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
sweet orange peppermint eucalyptus
lavender
sweet orange sweet orange sweet orange sweet orange
orange
eucalyptus
peppermint lavender
orange
eucalyptus
peppermint lavender
orange
eucalyptus
peppermint lavender
Sweet Orange lavender
Peppermint Eucalyptus
Sweet Orange Eucalyptus
Peppermint lavander
Sweet Orange lavender
Peppermint Eucalyptus
Sweet Orange Eucalyptus
peppermint lavander
peppermint eucalyptus
lemongrass lavender
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
sweet orange lavender
peppermint eucalyptus
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
sweet orange eucalyptus
peppermint lavender
5
1
5
5
5
3
5
5
5
5
3
1
5
5
3
4
5
5
5
3
5
3
5
2
5
5
5
5
3
5
5
5
Incomplete data
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
peppermint
sweet orange eucalyptus
pepeprmint
sweet orange eucalyptus
pepeprmint
sweet orange eucalyptus
pepeprmint
sweet orange lavender
peppermint
sweet orange peppermint lemongrass
sweet orange eucalyptus
peppermint
lemongrass peppermint eucalyptus
lemongrass peppermint eucalyptus
Sweet Orange Eucalyptus
pepeprmint
Lavender
Sweet Orange peppermint
Sweet Orange Eucalyptus
Peppermint
Sweet Orange Eucalyptus
Peppermint
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
lavender
eucalyptus
lavender
lavender
lavendar
lavander
lavendar
Eucalyptus
Lavender
Lavender
5
5
5
5
5
5
5
5
5
5
5
5
3
2
5
1
1
5
3
5
5
Free Choice
# of correct
Number of Panelists responses (Free
Choice)
1
5
2
3
3
4
4
2
5
4
6
2
7
1
8
4
9
3
10
4
11
3
12
3
13
3
14
1
15
4
16
2
17
2
18
5
19
3
20
5
21
3
22
3
23
2
24
3
25
2
3
26
3
27
2
28
5
29
30
3
31
0
32
0
33
3
34
2
35
1
36
3
37
3
38
3
39
3
# of correct
responses
(Matching)
5
5
5
5
3
2
3
3
5
1
5
5
5
1
5
5
2
5
5
5
3
5
3
5
2
5
5
5
5
5
3
3
5
3
1
3
5
5
3
# of correct
responses
0
1
2
3
4
5
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
0
0
3
3
3
3
5
5
4
2
5
4
4
5
4
5
2
1
4
2
4
3
0
1
2
3
1
0
2
3
3
2
3
5
4
3
3
2
4
3
0
2
1
0
0
5
3
5
5
4
5
5
5
5
0
5
5
5
5
5
5
1
2
3
5
5
5
5
1
5
5
5
3
5
3
1
5
5
3
4
5
5
5
3
5
3
5
2
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
0
2
5
4
4
4
3
3
4
4
4
2
2
4
5
4
4
1
2
3
1
0
0
2
1
2
0
1
3
302
5
5
5
5
3
5
5
5
5
5
5
5
5
5
5
5
5
5
5
5
3
2
5
1
1
5
3
5
5
458
Free Choice
count
Matching
# of correct
responses
0
1
2
3
4
5
count
Panelist #
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
Student WID
# (last 4
digits)
Most sweet
7691
7691
7691
3850
3850
3850
7345
7345
7345
7345
7345
7345
7345
7345
7345
7345
4689
3776
3776
3776
4590
4590
4590
8705
8705
8705
2276
787
787
787
295
787
787
787
787
602
295
787
787
602
787
787
787
787
787
787
787
787
787
602
787
787
787
787
Sweet
Sour
Reversals
Least Sweet
602
602
602
787
602
602
602
295
295
787
295
602
295
602
602
602
602
602
295
602
295
602
787
602
602
602
295
295
295
295
602
295
295
295
602
787
602
602
295
787
295
295
295
295
295
602
295
602
295
295
295
295
295
602
Reversals
Most sour
0
0
0
2
0
0
0
1
2
2
1
0
2
0
0
0
0
0
1
0
1
0
1
0
0
0
1
440
440
440
928
928
928
928
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
Least sour
928
928
928
440
440
440
440
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
928
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
2276
2276
7137
7137
7137
0844
0844
0844
7227
7227
7227
8849
8849
8849
3781
3781
3781
8287
8287
8287
8287
5512
5512
5512
1836
1836
1836
1836
4258
4258
4258
9170
787
787
602
787
787
787
787
787
602
787
787
787
787
787
787
787
787
787
787
295
295
787
787
787
295
787
787
602
787
602
602
787
602
602
787
602
602
602
602
602
787
602
602
602
602
295
602
602
602
602
602
602
787
602
602
602
602
602
295
787
602
787
797
602
295
295
295
295
295
295
295
295
295
295
295
295
295
602
295
295
295
295
295
787
602
295
295
295
787
295
602
295
295
295
295
295
0
0
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
2
0
0
0
3
0
1
1
0
1
1
0
910
928
928
440
440
440
440
440
440
440
440
440
928
440
440
440
440
440
440
928
440
440
440
440
440
928
440
440
440
440
440
928
928
440
440
910
928
928
928
910
910
928
928
928
440
928
928
928
928
928
928
440
928
928
928
928
928
910
928
928
928
928
928
440
440
910
910
928
910
910
910
928
928
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
440
910
910
910
910
910
910
3
3
1
1
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
2
0
0
0
0
0
1
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
9170
9170
8262
8262
8262
6141
6141
6141
9475
9475
9475
2454
2454
2454
1209
1209
1209
9896
9896
9896
9896
3228
3228
3228
5188
5188
5188
3449
3449
3449
5602
5602
787
787
787
787
787
787
602
787
787
787
787
787
787
787
787
787
787
787
602
787
602
787
295
787
602
787
787
787
787
787
787
787
602
602
295
602
295
295
295
602
602
602
602
602
602
295
602
602
602
602
787
602
787
602
602
295
787
295
602
602
602
602
602
602
295
295
602
295
602
602
787
295
295
295
295
295
295
602
295
295
295
295
295
295
295
295
787
602
295
602
295
295
295
295
295
295
0
0
1
0
1
1
2
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
1
2
2
1
0
0
0
0
0
0
440
928
440
440
440
440
440
440
440
440
910
928
440
928
440
928
440
928
440
440
928
440
440
928
440
440
440
440
440
440
928
928
928
440
910
928
928
928
928
910
928
928
440
440
928
440
928
440
928
440
928
928
440
928
928
440
928
928
928
928
928
928
440
440
910
910
928
910
910
910
910
928
910
910
928
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
0
1
1
0
0
0
0
1
0
0
2
1
0
1
0
1
0
1
0
0
1
0
1
1
0
0
0
0
0
0
1
1
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
5602
5785
5785
5785
5314
5314
5314
594
594
594
1522
1522
1522
6109
6109
6109
1426
1426
1426
3041
3041
3041
5195
5195
5195
787
787
787
787
295
295
602
787
787
602
787
787
787
787
787
787
787
602
787
787
787
787
602
787
787
602
602
295
602
787
787
295
602
602
787
602
602
602
602
602
602
602
295
602
602
602
602
787
602
602
295
295
602
295
602
602
787
295
295
295
295
295
295
295
295
295
295
787
295
295
295
295
295
295
295
0
0
1
0
2
2
2
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
1
0
0
440
440
440
440
928
440
440
928
928
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
440
928
928
928
928
440
928
928
440
440
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
928
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
910
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
GRADE
A
A
A
C
B
B
B
B
C
C
B
A
C
A
A
A
A
A
C
A
B
A
B
A
A
A
C
For Grading
Step 1
Enter the ranking data collected from the participants and compute the number of reversals for
each tasting(sweet, sour) of every participant.
Sweet:
e.g. 787(most sweet), 602 (second most sweet), 295 (least sweet/control) =0 reversal (perfect ranking)
e.g. 787,295,602 or 602,787,295 = 1 reversal
e.g. 602,295,787 or 295, 787,602 = 2 reversals
e.g. 295,602,787 = 3 reversals
Sour:
e.g. 440 (most sour),928(second most sour), 910(least sour/control) =0 reversal (perfect ranking)
e.g. 440,910,928 or 928,440,910 = 1 reversal
e.g. 928,910,440 or 910, 440,928 = 2 reversals
e.g. 910,928,440 = 3 reversals
Step 2
Key in the total (sweet + sour) number of reversals. Use the following grading scale to evaluate
each participant:
C
C
C
B
A
A
A
B
B
A
A
A
B
C
A
A
A
A
A
C
C
A
A
A
C
C
B
B
A
B
B
B
A
B
C
A
B
B
C
B
A
A
C
B
A
B
A
B
A
B
B
A
C
A
C
C
C
B
A
A
A
A
B
B
A
A
B
A
C
C
C
A
A
A
A
A
A
A
A
A
A
C
A
A
A
A
B
A
A
# of Panelists Sweet Reversals Sour reversals
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
0
0
0
2
0
0
0
1
2
2
1
0
2
0
0
0
0
0
1
0
1
0
1
0
0
0
1
0
0
0
0
0
1
1
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
1
3
3
Grade
Grades
A
A
A
C
B
B
B
B
C
C
B
A
C
A
A
A
A
A
C
A
B
A
B
A
A
A
C
C
C
A
B
C
F
Count
Percentage
0.00%
0.00%
0.00%
0.00%
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
1
0
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
1
2
0
0
0
3
0
1
1
0
1
1
0
0
0
1
1
0
0
0
1
0
0
0
0
1
1
0
0
0
0
0
1
1
0
0
0
0
2
0
0
0
0
0
1
0
1
C
B
A
A
A
B
B
A
A
A
B
C
A
A
A
A
A
C
C
A
A
A
C
C
B
B
A
B
B
B
A
B
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
1
0
1
1
2
0
0
0
0
0
0
1
0
0
0
0
1
0
1
0
1
2
2
1
0
0
0
0
0
0
0
0
1
0
0
0
0
1
0
0
2
1
0
1
0
1
0
1
0
0
1
0
1
1
0
0
0
0
0
0
1
1
0
0
C
A
B
B
C
B
A
A
C
B
A
B
A
B
A
B
B
A
C
A
C
C
C
B
A
A
A
A
B
B
A
A
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
1
0
2
2
2
0
0
0
0
0
0
0
0
0
0
2
0
0
0
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
B
A
C
C
C
A
A
A
A
A
A
A
A
A
A
C
A
A
A
A
B
A
A
Total
Reversals
sweetcount
(sweet+sour)
0
1
2
3
sourcount
Assignment: Lab 1 Report
Title: Screening Panelists Using Simple Sensory Tests
Student Name: xxxxxx xxxx
Date:09/20/2021
Objectives: Evaluate the sensory performance (aroma and taste) of each panelist to choose the
best 5 panelists using different sensory methods (Aroma and taste) & statistical analysis. Answer
the questions in the Report Section from lab manual Laboratory Exercises for Sensory
Evaluation Harry T Lawless (3.1.5 Data Analysis and 3.1.6 Reporting) for experiments.
Summary of Findings:
Materials and Methods:
Materials :
Experiment 1 •
•
Pure aroma Essential oils – Lemongrass, Sweet orange, Eucalyptus, Peppermint,
Lavender for aromas
Paper strips for aromas
Experiment 2 •
•
•
•
Mott’s 100% Apple Juice for taste test
Sucrose/ Commercial sugar
Citric acid/ Tartaric acid
1 oz. plastic cups
Methods: Experiment 1 (Free-Choice & Matching Procedure)
•
Method of Preparation :
o For each evaluator, prepare 2 sets of aromas (Refer :Table 1)
o Label 10 test strips with 3-digit codes (Refer :Table 1). Add one drop of each
essential oil to each test strip as recommended in the Table 1 and evaluate the
aromas no later than 10 mins after preparation.
Table 1:
SET A
825
287
163
907
653
Free-Choice Procedure
Sweet Orange
Lemongrass
Peppermint
Lavender
Eucalyptus
SET B
479
509
688
109
621
Matching Procedure
Lemongrass
Sweet Orange
Eucalyptus
Peppermint
Lavender
Evaluation Procedure :
Odor Identification (SET A)
o Smell the samples in set A and identify the perceived odor. Record your answers
in the given ballot (download the ballot form from Canvas and enter your answers
in Table 1 from the Ballot).
Odor Identification (SET B)
o Smell the samples in set B and identify the perceived odor by matching them to
the list of odors provided (Matching Procedure). Write your answers on the given
ballot (in Table 2).
Methods : Experiment 2 (Taste Ranking)
•
•
Method of Preparation : Prepare six samples of apple juice with different sweet and sour
intensities as recommended in the Table 2.
Place the samples in 1 oz. cups labeled with the corresponding 3-digit codes.
Table 2 :
Code
295
602
787
910
928
440
Contents
Control sample (as purchased)
1 % added sucrose (apple juice + 1 g sucrose per 100 ml of final product)
2 % added sucrose (apple juice + 2 g sucrose per 100 ml of final product)
Control sample (as purchased)
0.1 % added citric acid (apple juice + 0.1 g citric acid per 100 ml of final product)
0.2 % added citric acid (apple juice + 0.2 g citric acid per 100 ml of final product)
Evaluation Procedure :
o For panelist, serve samples 295, 602, and 787 in randomized order for ranking on
Sweet.
o Follow the instructions in the evaluation ballot “Taste Ranking (sweetness)”.
o Record the answers on the evaluation ballot.
o Serve samples 910, 928, and 440 in randomized order for ranking on Sour.
o Follow the instructions in the evaluation ballot “Taste Ranking (sourness)”.
o Record the answers on the evaluation ballot.
Panelist 100 evaluation setup pictures for reference :
Experiment 1:
Experiment 2:
Results :
Reporting instructions in lab manual :
Experiment 1:
a) The histogram and statistical test results for Odor Identification:
80
70
60
50
40
30
20
10
0
67
44
0
0
7
8
1
2
1
3
4
5
Correct Odor Identification
Free Choice
Panelist Count
Panelist Count
Matching
45
40
35
30
25
20
15
10
5
0
39
30
30
13
12
3
0
1
2
3
Correct Odor Identification
4
5
b) Paired t-test :
t-Test: Paired Two Sample for Means
Mean
Variance
Observations
Pearson Correlation
Hypothesized Mean Difference
df
t Stat
P(T