[R] lmer Error: Downdated X'X is not positive definite

jaredzystro jared at seedalliance.org
Tue Apr 30 20:28:07 CEST 2013


Hi,

This is the first time I've posted, and I apologize if I formulate this
incorrectly. 

I am analyzing data from a multi-region carrot variety trial. 35 varieties
of carrots were grown in 3 randomized complete blocks in organic and
conventional fields in Wisconsin, Indiana, Washington, and California. In
this example I am comparing the heights of the carrot tops at harvest. 

In other words, I have 3 fixed effects: Region, System, VarName, one random
effect: Rep, and one response variable: TopHeightHarvestAve.

Some plots are missing data, including some regions or systems within
regions where not all carrot varieties where represented. There is no data
for this trait in the conventional system in California. I am including the
complete dataset at the end of this post.

I would like to know if the main fixed effects or interactions between fixed
effects are significant, and what the estimates of values for the carrot
varieties are.

Here is how I was attempting to solve it in R:

> carrot <- read.csv(file="carrotcioatopht.csv",head=TRUE,sep=",")
> carrot$Rep<-as.factor(carrot$Rep)
> summary(carrot)

          RegionSystem Region   Rep                 UniqueRep                
VarName             System   
 IN_Conventional:108   CA:210   1:282   IN_Conventional_1: 36   Red Core
Chantenay: 36   Conventional:423  
 IN_Organic     :108   IN:216   2:282   IN_Conventional_2: 36   B 0114           
: 24   Organic     :423  
 CA_Conventional:105   WA:210   3:282   IN_Conventional_3: 36   B 0191           
: 24                     
 CA_Organic     :105   WI:210           IN_Organic_1     : 36   B 0252           
: 24                     
 WA_Conventional:105                    IN_Organic_2     : 36   B 1129           
: 24                     
 WA_Organic     :105                    IN_Organic_3     : 36   B 3999           
: 24                     
 (Other)        :210                    (Other)          :630   (Other)          
:690                     
 TopHeightHarvestAve
 Min.   :11.00      
 1st Qu.:24.98      
 Median :32.17      
 Mean   :33.03      
 3rd Qu.:41.00      
 Max.   :73.13      
 NA's   :127     
   
> htmodel <- lmer(TopHeightHarvestAve ~ Region + System +
> (1|Region/System/Rep) + VarName + System:Region + VarName:Region +
> VarName:System, data=carrot)

Error in mer_finalize(ans) : Downdated X'X is not positive definite, 42.

Thinking that I had incorrectly set up the nested factor Rep, I created a
variable UniqueRep that avoids the nesting.

> htmodel <- lmer(TopHeightHarvestAve ~ Region + System + (1|UniqueRep) +
> VarName + System:Region + VarName:Region + VarName:System, data=carrot)

Error in mer_finalize(ans) : Downdated X'X is not positive definite, 42.

I can construct the model if I remove all of the interaction terms. However,
I need to be able to show whether or not there are significant interactions
between system and region, variety and region, and variety and system.

Does anyone have any advice on how best for me to proceed? I would greatly
appreciate it. Thank you,

Jared

        RegionSystem Region Rep          UniqueRep                   VarName      
System TopHeightHarvestAve
1         WI_Organic     WI   1       WI_Organic_1                    B 0114     
Organic               38.00
2         WI_Organic     WI   1       WI_Organic_1                    B 0191     
Organic               40.50
3         WI_Organic     WI   1       WI_Organic_1                    B 0252     
Organic               27.50
4         WI_Organic     WI   1       WI_Organic_1                   Karotan     
Organic               31.00
5         WI_Organic     WI   1       WI_Organic_1                    B 1129     
Organic               35.83
6         WI_Organic     WI   1       WI_Organic_1                    B 6220     
Organic               29.50
7         WI_Organic     WI   1       WI_Organic_1                    B 6306     
Organic               35.17
8         WI_Organic     WI   1       WI_Organic_1                    B 6637     
Organic               29.33
9         WI_Organic     WI   1       WI_Organic_1                    B 8519     
Organic               30.17
10        WI_Organic     WI   1       WI_Organic_1                    B 9244     
Organic               26.33
11        WI_Organic     WI   1       WI_Organic_1                    B 3999     
Organic               22.00
12        WI_Organic     WI   1       WI_Organic_1                    B 4001     
Organic               27.67
13        WI_Organic     WI   1       WI_Organic_1                    B 4002     
Organic               29.50
14        WI_Organic     WI   1       WI_Organic_1                    B 8483     
Organic               29.00
15        WI_Organic     WI   1       WI_Organic_1                    B 8503     
Organic               33.83
16        WI_Organic     WI   1       WI_Organic_1                    B 8524     
Organic               31.50
17        WI_Organic     WI   1       WI_Organic_1                    B 8542     
Organic               25.17
18        WI_Organic     WI   1       WI_Organic_1                 Gold King     
Organic               32.67
19        WI_Organic     WI   1       WI_Organic_1                      Homs     
Organic               29.83
20        WI_Organic     WI   1       WI_Organic_1                Ping Ding      
Organic               40.67
21        WI_Organic     WI   1       WI_Organic_1 Scarlet Fancy x Favourite     
Organic               32.83
22        WI_Organic     WI   1       WI_Organic_1                  Brasilia     
Organic               20.67
23        WI_Organic     WI   1       WI_Organic_1        Red Core Chantenay     
Organic               37.67
24        WI_Organic     WI   1       WI_Organic_1                     Rumba     
Organic               27.17
25        WI_Organic     WI   1       WI_Organic_1             Midori Yellow     
Organic               35.50
26        WI_Organic     WI   1       WI_Organic_1              Synthetic 11     
Organic               31.50
27        WI_Organic     WI   1       WI_Organic_1                    Hilmar     
Organic               31.17
28        WI_Organic     WI   1       WI_Organic_1            Spring Market      
Organic               34.83
29        WI_Organic     WI   1       WI_Organic_1                   Bolero      
Organic               36.33
30        WI_Organic     WI   1       WI_Organic_1                 UpperCut      
Organic               31.83
31        WI_Organic     WI   1       WI_Organic_1                  Sun 255      
Organic               27.17
32        WI_Organic     WI   1       WI_Organic_1                 SugarSnax     
Organic               30.83
33        WI_Organic     WI   1       WI_Organic_1                    Napoli     
Organic               31.00
34        WI_Organic     WI   1       WI_Organic_1                    Nelson     
Organic               22.17
35        WI_Organic     WI   1       WI_Organic_1               Western Red     
Organic               37.50
36        WI_Organic     WI   2       WI_Organic_2                    B 0114     
Organic               39.67
37        WI_Organic     WI   2       WI_Organic_2                    B 0191     
Organic               33.33
38        WI_Organic     WI   2       WI_Organic_2                    B 0252     
Organic               30.67
39        WI_Organic     WI   2       WI_Organic_2                   Karotan     
Organic               31.67
40        WI_Organic     WI   2       WI_Organic_2                    B 1129     
Organic               36.67
41        WI_Organic     WI   2       WI_Organic_2                    B 6220     
Organic               27.83
42        WI_Organic     WI   2       WI_Organic_2                    B 6306     
Organic               32.50
43        WI_Organic     WI   2       WI_Organic_2                    B 6637     
Organic               28.00
44        WI_Organic     WI   2       WI_Organic_2                    B 8519     
Organic               33.83
45        WI_Organic     WI   2       WI_Organic_2                    B 9244     
Organic               20.00
46        WI_Organic     WI   2       WI_Organic_2                    B 3999     
Organic               22.17
47        WI_Organic     WI   2       WI_Organic_2                    B 4001     
Organic               34.83
48        WI_Organic     WI   2       WI_Organic_2                    B 4002     
Organic               31.67
49        WI_Organic     WI   2       WI_Organic_2                    B 8483     
Organic               23.33
50        WI_Organic     WI   2       WI_Organic_2                    B 8503     
Organic               34.67
51        WI_Organic     WI   2       WI_Organic_2                    B 8524     
Organic               35.17
52        WI_Organic     WI   2       WI_Organic_2                    B 8542     
Organic               22.33
53        WI_Organic     WI   2       WI_Organic_2                 Gold King     
Organic               29.67
54        WI_Organic     WI   2       WI_Organic_2                      Homs     
Organic               29.75
55        WI_Organic     WI   2       WI_Organic_2                Ping Ding      
Organic               33.33
56        WI_Organic     WI   2       WI_Organic_2 Scarlet Fancy x Favourite     
Organic               26.67
57        WI_Organic     WI   2       WI_Organic_2                  Brasilia     
Organic               40.17
58        WI_Organic     WI   2       WI_Organic_2        Red Core Chantenay     
Organic               41.00
59        WI_Organic     WI   2       WI_Organic_2                     Rumba     
Organic               30.17
60        WI_Organic     WI   2       WI_Organic_2             Midori Yellow     
Organic               36.67
61        WI_Organic     WI   2       WI_Organic_2              Synthetic 11     
Organic               32.50
62        WI_Organic     WI   2       WI_Organic_2                    Hilmar     
Organic               27.33
63        WI_Organic     WI   2       WI_Organic_2            Spring Market      
Organic               32.33
64        WI_Organic     WI   2       WI_Organic_2                   Bolero      
Organic               39.67
65        WI_Organic     WI   2       WI_Organic_2                 UpperCut      
Organic               26.00
66        WI_Organic     WI   2       WI_Organic_2                  Sun 255      
Organic               28.67
67        WI_Organic     WI   2       WI_Organic_2                 SugarSnax     
Organic               24.33
68        WI_Organic     WI   2       WI_Organic_2                    Napoli     
Organic               25.33
69        WI_Organic     WI   2       WI_Organic_2                    Nelson     
Organic               19.33
70        WI_Organic     WI   2       WI_Organic_2               Western Red     
Organic               35.00
71        WI_Organic     WI   3       WI_Organic_3                    B 0114     
Organic               37.17
72        WI_Organic     WI   3       WI_Organic_3                    B 0191     
Organic               32.00
73        WI_Organic     WI   3       WI_Organic_3                    B 0252     
Organic               27.00
74        WI_Organic     WI   3       WI_Organic_3                   Karotan     
Organic               35.50
75        WI_Organic     WI   3       WI_Organic_3                    B 1129     
Organic               25.83
76        WI_Organic     WI   3       WI_Organic_3                    B 6220     
Organic               21.67
77        WI_Organic     WI   3       WI_Organic_3                    B 6306     
Organic               34.67
78        WI_Organic     WI   3       WI_Organic_3                    B 6637     
Organic               27.50
79        WI_Organic     WI   3       WI_Organic_3                    B 8519     
Organic               37.50
80        WI_Organic     WI   3       WI_Organic_3                    B 9244     
Organic               21.67
81        WI_Organic     WI   3       WI_Organic_3                    B 3999     
Organic               23.50
82        WI_Organic     WI   3       WI_Organic_3                    B 4001     
Organic               26.33
83        WI_Organic     WI   3       WI_Organic_3                    B 4002     
Organic               27.33
84        WI_Organic     WI   3       WI_Organic_3                    B 8483     
Organic               26.67
85        WI_Organic     WI   3       WI_Organic_3                    B 8503     
Organic               38.00
86        WI_Organic     WI   3       WI_Organic_3                    B 8524     
Organic               28.33
87        WI_Organic     WI   3       WI_Organic_3                    B 8542     
Organic               18.50
88        WI_Organic     WI   3       WI_Organic_3                 Gold King     
Organic               27.33
89        WI_Organic     WI   3       WI_Organic_3                      Homs     
Organic               36.00
90        WI_Organic     WI   3       WI_Organic_3                Ping Ding      
Organic               29.33
91        WI_Organic     WI   3       WI_Organic_3 Scarlet Fancy x Favourite     
Organic               33.83
92        WI_Organic     WI   3       WI_Organic_3                  Brasilia     
Organic               30.50
93        WI_Organic     WI   3       WI_Organic_3        Red Core Chantenay     
Organic               33.33
94        WI_Organic     WI   3       WI_Organic_3                     Rumba     
Organic               32.33
95        WI_Organic     WI   3       WI_Organic_3             Midori Yellow     
Organic               51.33
96        WI_Organic     WI   3       WI_Organic_3              Synthetic 11     
Organic               27.67
97        WI_Organic     WI   3       WI_Organic_3                    Hilmar     
Organic               32.83
98        WI_Organic     WI   3       WI_Organic_3            Spring Market      
Organic               38.33
99        WI_Organic     WI   3       WI_Organic_3                   Bolero      
Organic               31.50
100       WI_Organic     WI   3       WI_Organic_3                 UpperCut      
Organic               33.17
101       WI_Organic     WI   3       WI_Organic_3                  Sun 255      
Organic               27.33
102       WI_Organic     WI   3       WI_Organic_3                 SugarSnax     
Organic               26.33
103       WI_Organic     WI   3       WI_Organic_3                    Napoli     
Organic               32.17
104       WI_Organic     WI   3       WI_Organic_3                    Nelson     
Organic               25.33
105       WI_Organic     WI   3       WI_Organic_3               Western Red     
Organic               33.00
106 WI_Conventional      WI   1 WI_Conventional _1                    B 0114
Conventional               30.50
107 WI_Conventional      WI   1 WI_Conventional _1                    B 0191
Conventional               29.67
108 WI_Conventional      WI   1 WI_Conventional _1                    B 0252
Conventional               23.17
109 WI_Conventional      WI   1 WI_Conventional _1                   Karotan
Conventional               28.50
110 WI_Conventional      WI   1 WI_Conventional _1                    B 1129
Conventional               35.33
111 WI_Conventional      WI   1 WI_Conventional _1                    B 6220
Conventional               28.67
112 WI_Conventional      WI   1 WI_Conventional _1                    B 6306
Conventional               27.67
113 WI_Conventional      WI   1 WI_Conventional _1                    B 6637
Conventional               28.00
114 WI_Conventional      WI   1 WI_Conventional _1                    B 8519
Conventional               25.50
115 WI_Conventional      WI   1 WI_Conventional _1                    B 9244
Conventional               22.17
116 WI_Conventional      WI   1 WI_Conventional _1                    B 3999
Conventional               19.67
117 WI_Conventional      WI   1 WI_Conventional _1                    B 4001
Conventional               30.17
118 WI_Conventional      WI   1 WI_Conventional _1                    B 4002
Conventional               34.50
119 WI_Conventional      WI   1 WI_Conventional _1                    B 8483
Conventional               14.67
120 WI_Conventional      WI   1 WI_Conventional _1                    B 8503
Conventional               36.33
121 WI_Conventional      WI   1 WI_Conventional _1                    B 8524
Conventional               33.67
122 WI_Conventional      WI   1 WI_Conventional _1                    B 8542
Conventional               22.83
123 WI_Conventional      WI   1 WI_Conventional _1                 Gold King
Conventional               29.33
124 WI_Conventional      WI   1 WI_Conventional _1                      Homs
Conventional               28.33
125 WI_Conventional      WI   1 WI_Conventional _1                Ping Ding 
Conventional               28.17
126 WI_Conventional      WI   1 WI_Conventional _1 Scarlet Fancy x Favourite
Conventional               28.83
127 WI_Conventional      WI   1 WI_Conventional _1                  Brasilia
Conventional               35.33
128 WI_Conventional      WI   1 WI_Conventional _1        Red Core Chantenay
Conventional               46.67
129 WI_Conventional      WI   1 WI_Conventional _1                     Rumba
Conventional               20.00
130 WI_Conventional      WI   1 WI_Conventional _1             Midori Yellow
Conventional               39.00
131 WI_Conventional      WI   1 WI_Conventional _1              Synthetic 11
Conventional               25.67
132 WI_Conventional      WI   1 WI_Conventional _1                    Hilmar
Conventional               26.00
133 WI_Conventional      WI   1 WI_Conventional _1            Spring Market 
Conventional               38.67
134 WI_Conventional      WI   1 WI_Conventional _1                   Bolero 
Conventional               39.00
135 WI_Conventional      WI   1 WI_Conventional _1                 UpperCut 
Conventional               29.50
136 WI_Conventional      WI   1 WI_Conventional _1                  Sun 255 
Conventional               34.33
137 WI_Conventional      WI   1 WI_Conventional _1                 SugarSnax
Conventional               34.33
138 WI_Conventional      WI   1 WI_Conventional _1                    Napoli
Conventional               22.33
139 WI_Conventional      WI   1 WI_Conventional _1                    Nelson
Conventional               14.93
140 WI_Conventional      WI   1 WI_Conventional _1               Western Red
Conventional               44.67
141 WI_Conventional      WI   2 WI_Conventional _2                    B 0114
Conventional               29.50
142 WI_Conventional      WI   2 WI_Conventional _2                    B 0191
Conventional               16.67
143 WI_Conventional      WI   2 WI_Conventional _2                    B 0252
Conventional               27.00
144 WI_Conventional      WI   2 WI_Conventional _2                   Karotan
Conventional               34.00
145 WI_Conventional      WI   2 WI_Conventional _2                    B 1129
Conventional               35.33
146 WI_Conventional      WI   2 WI_Conventional _2                    B 6220
Conventional               18.00
147 WI_Conventional      WI   2 WI_Conventional _2                    B 6306
Conventional               21.83
148 WI_Conventional      WI   2 WI_Conventional _2                    B 6637
Conventional               18.67
149 WI_Conventional      WI   2 WI_Conventional _2                    B 8519
Conventional               25.67
150 WI_Conventional      WI   2 WI_Conventional _2                    B 9244
Conventional               15.50
151 WI_Conventional      WI   2 WI_Conventional _2                    B 3999
Conventional               16.83
152 WI_Conventional      WI   2 WI_Conventional _2                    B 4001
Conventional               20.33
153 WI_Conventional      WI   2 WI_Conventional _2                    B 4002
Conventional               30.83
154 WI_Conventional      WI   2 WI_Conventional _2                    B 8483
Conventional               17.67
155 WI_Conventional      WI   2 WI_Conventional _2                    B 8503
Conventional               25.83
156 WI_Conventional      WI   2 WI_Conventional _2                    B 8524
Conventional               29.83
157 WI_Conventional      WI   2 WI_Conventional _2                    B 8542
Conventional               24.83
158 WI_Conventional      WI   2 WI_Conventional _2                 Gold King
Conventional               24.33
159 WI_Conventional      WI   2 WI_Conventional _2                      Homs
Conventional               20.33
160 WI_Conventional      WI   2 WI_Conventional _2                Ping Ding 
Conventional               16.83
161 WI_Conventional      WI   2 WI_Conventional _2 Scarlet Fancy x Favourite
Conventional               27.33
162 WI_Conventional      WI   2 WI_Conventional _2                  Brasilia
Conventional               21.67
163 WI_Conventional      WI   2 WI_Conventional _2        Red Core Chantenay
Conventional               30.50
164 WI_Conventional      WI   2 WI_Conventional _2                     Rumba
Conventional               20.17
165 WI_Conventional      WI   2 WI_Conventional _2             Midori Yellow
Conventional               27.83
166 WI_Conventional      WI   2 WI_Conventional _2              Synthetic 11
Conventional               24.67
167 WI_Conventional      WI   2 WI_Conventional _2                    Hilmar
Conventional               22.00
168 WI_Conventional      WI   2 WI_Conventional _2            Spring Market 
Conventional               35.50
169 WI_Conventional      WI   2 WI_Conventional _2                   Bolero 
Conventional               27.67
170 WI_Conventional      WI   2 WI_Conventional _2                 UpperCut 
Conventional               31.50
171 WI_Conventional      WI   2 WI_Conventional _2                  Sun 255 
Conventional               28.83
172 WI_Conventional      WI   2 WI_Conventional _2                 SugarSnax
Conventional               31.50
173 WI_Conventional      WI   2 WI_Conventional _2                    Napoli
Conventional               25.33
174 WI_Conventional      WI   2 WI_Conventional _2                    Nelson
Conventional               21.83
175 WI_Conventional      WI   2 WI_Conventional _2               Western Red
Conventional               41.33
176 WI_Conventional      WI   3 WI_Conventional _3                    B 0114
Conventional               30.67
177 WI_Conventional      WI   3 WI_Conventional _3                    B 0191
Conventional               13.67
178 WI_Conventional      WI   3 WI_Conventional _3                    B 0252
Conventional               23.17
179 WI_Conventional      WI   3 WI_Conventional _3                   Karotan
Conventional               22.67
180 WI_Conventional      WI   3 WI_Conventional _3                    B 1129
Conventional               20.00
181 WI_Conventional      WI   3 WI_Conventional _3                    B 6220
Conventional               19.00
182 WI_Conventional      WI   3 WI_Conventional _3                    B 6306
Conventional               21.83
183 WI_Conventional      WI   3 WI_Conventional _3                    B 6637
Conventional               16.00
184 WI_Conventional      WI   3 WI_Conventional _3                    B 8519
Conventional               24.33
185 WI_Conventional      WI   3 WI_Conventional _3                    B 9244
Conventional               15.67
186 WI_Conventional      WI   3 WI_Conventional _3                    B 3999
Conventional               14.50
187 WI_Conventional      WI   3 WI_Conventional _3                    B 4001
Conventional               18.00
188 WI_Conventional      WI   3 WI_Conventional _3                    B 4002
Conventional               22.00
189 WI_Conventional      WI   3 WI_Conventional _3                    B 8483
Conventional               22.00
190 WI_Conventional      WI   3 WI_Conventional _3                    B 8503
Conventional               29.33
191 WI_Conventional      WI   3 WI_Conventional _3                    B 8524
Conventional               16.17
192 WI_Conventional      WI   3 WI_Conventional _3                    B 8542
Conventional               20.17
193 WI_Conventional      WI   3 WI_Conventional _3                 Gold King
Conventional               21.00
194 WI_Conventional      WI   3 WI_Conventional _3                      Homs
Conventional               22.67
195 WI_Conventional      WI   3 WI_Conventional _3                Ping Ding 
Conventional               16.00
196 WI_Conventional      WI   3 WI_Conventional _3 Scarlet Fancy x Favourite
Conventional               26.83
197 WI_Conventional      WI   3 WI_Conventional _3                  Brasilia
Conventional               25.50
198 WI_Conventional      WI   3 WI_Conventional _3        Red Core Chantenay
Conventional               30.00
199 WI_Conventional      WI   3 WI_Conventional _3                     Rumba
Conventional               20.00
200 WI_Conventional      WI   3 WI_Conventional _3             Midori Yellow
Conventional               41.67
201 WI_Conventional      WI   3 WI_Conventional _3              Synthetic 11
Conventional               18.00
202 WI_Conventional      WI   3 WI_Conventional _3                    Hilmar
Conventional               23.00
203 WI_Conventional      WI   3 WI_Conventional _3            Spring Market 
Conventional               35.33
204 WI_Conventional      WI   3 WI_Conventional _3                   Bolero 
Conventional               21.17
205 WI_Conventional      WI   3 WI_Conventional _3                 UpperCut 
Conventional               27.50
206 WI_Conventional      WI   3 WI_Conventional _3                  Sun 255 
Conventional               25.83
207 WI_Conventional      WI   3 WI_Conventional _3                 SugarSnax
Conventional               28.00
208 WI_Conventional      WI   3 WI_Conventional _3                    Napoli
Conventional               20.17
209 WI_Conventional      WI   3 WI_Conventional _3                    Nelson
Conventional               13.17
210 WI_Conventional      WI   3 WI_Conventional _3               Western Red
Conventional               27.50
211       IN_Organic     IN   1       IN_Organic_1                    B 0114     
Organic               55.01
212       IN_Organic     IN   1       IN_Organic_1                    B 0191     
Organic               50.24
213       IN_Organic     IN   1       IN_Organic_1                    B 0252     
Organic               37.03
214       IN_Organic     IN   1       IN_Organic_1                   Karotan     
Organic               41.72
215       IN_Organic     IN   1       IN_Organic_1                    B 1129     
Organic               40.55
216       IN_Organic     IN   1       IN_Organic_1                    B 6220     
Organic               36.36
217       IN_Organic     IN   1       IN_Organic_1                    B 6306     
Organic               37.11
218       IN_Organic     IN   1       IN_Organic_1                    B 6637     
Organic               32.17
219       IN_Organic     IN   1       IN_Organic_1                    B 8519     
Organic               44.12
220       IN_Organic     IN   1       IN_Organic_1                    B 9244     
Organic               25.28
221       IN_Organic     IN   1       IN_Organic_1                    B 3999     
Organic               19.32
222       IN_Organic     IN   1       IN_Organic_1                    B 4001     
Organic               44.29
223       IN_Organic     IN   1       IN_Organic_1                    B 4002     
Organic               39.43
224       IN_Organic     IN   1       IN_Organic_1                    B 8483     
Organic               25.66
225       IN_Organic     IN   1       IN_Organic_1                    B 8503     
Organic               41.22
226       IN_Organic     IN   1       IN_Organic_1                    B 8524     
Organic               45.99
227       IN_Organic     IN   1       IN_Organic_1                    B 8542     
Organic               31.66
228       IN_Organic     IN   1       IN_Organic_1        Red Core Chantenay     
Organic               52.00
229       IN_Organic     IN   1       IN_Organic_1              Synthetic 11     
Organic               44.40
230       IN_Organic     IN   1       IN_Organic_1        Red Core Chantenay     
Organic               37.75
231       IN_Organic     IN   1       IN_Organic_1                     Rumba     
Organic               50.88
232       IN_Organic     IN   1       IN_Organic_1        Red Core Chantenay     
Organic               33.47
233       IN_Organic     IN   1       IN_Organic_1                  Brasilia     
Organic               49.77
234       IN_Organic     IN   1       IN_Organic_1 Scarlet Fancy x Favourite     
Organic               46.08
235       IN_Organic     IN   1       IN_Organic_1                Ping Ding      
Organic               36.92
236       IN_Organic     IN   1       IN_Organic_1                      Homs     
Organic               47.61
237       IN_Organic     IN   1       IN_Organic_1                 Gold King     
Organic               37.93
238       IN_Organic     IN   1       IN_Organic_1                    Hilmar     
Organic               37.14
239       IN_Organic     IN   1       IN_Organic_1            Spring Market      
Organic               44.51
240       IN_Organic     IN   1       IN_Organic_1                   Bolero      
Organic               56.35
241       IN_Organic     IN   1       IN_Organic_1                 UpperCut      
Organic               50.96
242       IN_Organic     IN   1       IN_Organic_1                  Sun 255      
Organic               38.54
243       IN_Organic     IN   1       IN_Organic_1                 SugarSnax     
Organic               41.80
244       IN_Organic     IN   1       IN_Organic_1                    Napoli     
Organic               35.29
245       IN_Organic     IN   1       IN_Organic_1                    Nelson     
Organic               38.26
246       IN_Organic     IN   1       IN_Organic_1               Western Red     
Organic               49.51
247       IN_Organic     IN   2       IN_Organic_2                Ping Ding      
Organic               45.29
248       IN_Organic     IN   2       IN_Organic_2                    B 4001     
Organic               28.06
249       IN_Organic     IN   2       IN_Organic_2                    B 8519     
Organic               47.97
250       IN_Organic     IN   2       IN_Organic_2        Red Core Chantenay     
Organic               55.91
251       IN_Organic     IN   2       IN_Organic_2                  Brasilia     
Organic               55.20
252       IN_Organic     IN   2       IN_Organic_2                    B 8524     
Organic               55.41
253       IN_Organic     IN   2       IN_Organic_2 Scarlet Fancy x Favourite     
Organic               34.10
254       IN_Organic     IN   2       IN_Organic_2                     Rumba     
Organic               33.74
255       IN_Organic     IN   2       IN_Organic_2                 UpperCut      
Organic               52.72
256       IN_Organic     IN   2       IN_Organic_2                    B 8483     
Organic               40.29
257       IN_Organic     IN   2       IN_Organic_2                      Homs     
Organic               50.54
258       IN_Organic     IN   2       IN_Organic_2                    B 0191     
Organic               49.59
259       IN_Organic     IN   2       IN_Organic_2        Red Core Chantenay     
Organic               53.61
260       IN_Organic     IN   2       IN_Organic_2                    B 1129     
Organic               45.09
261       IN_Organic     IN   2       IN_Organic_2                    B 0114     
Organic               43.40
262       IN_Organic     IN   2       IN_Organic_2                   Bolero      
Organic               55.01
263       IN_Organic     IN   2       IN_Organic_2                    Napoli     
Organic               45.93
264       IN_Organic     IN   2       IN_Organic_2                  Sun 255      
Organic               36.14
265       IN_Organic     IN   2       IN_Organic_2                    Hilmar     
Organic               45.29
266       IN_Organic     IN   2       IN_Organic_2        Red Core Chantenay     
Organic               51.02
267       IN_Organic     IN   2       IN_Organic_2                    B 4002     
Organic               37.56
268       IN_Organic     IN   2       IN_Organic_2                    B 6306     
Organic               47.04
269       IN_Organic     IN   2       IN_Organic_2                    B 9244     
Organic               41.41
270       IN_Organic     IN   2       IN_Organic_2                   Karotan     
Organic               47.75
271       IN_Organic     IN   2       IN_Organic_2                    B 6637     
Organic               51.55
272       IN_Organic     IN   2       IN_Organic_2                 SugarSnax     
Organic               40.74
273       IN_Organic     IN   2       IN_Organic_2                    Nelson     
Organic               40.21
274       IN_Organic     IN   2       IN_Organic_2                    B 6220     
Organic               39.87
275       IN_Organic     IN   2       IN_Organic_2              Synthetic 11     
Organic               41.33
276       IN_Organic     IN   2       IN_Organic_2                    B 8503     
Organic               42.44
277       IN_Organic     IN   2       IN_Organic_2                    B 0252     
Organic               39.07
278       IN_Organic     IN   2       IN_Organic_2            Spring Market      
Organic               55.54
279       IN_Organic     IN   2       IN_Organic_2                    B 8542     
Organic               29.07
280       IN_Organic     IN   2       IN_Organic_2               Western Red     
Organic               52.61
281       IN_Organic     IN   2       IN_Organic_2                    B 3999     
Organic               27.48
282       IN_Organic     IN   2       IN_Organic_2                 Gold King     
Organic               43.81
283       IN_Organic     IN   3       IN_Organic_3                    B 8503     
Organic               45.86
284       IN_Organic     IN   3       IN_Organic_3                Ping Ding      
Organic               49.62
285       IN_Organic     IN   3       IN_Organic_3                    Hilmar     
Organic               35.97
286       IN_Organic     IN   3       IN_Organic_3                    B 4002     
Organic               39.71
287       IN_Organic     IN   3       IN_Organic_3        Red Core Chantenay     
Organic               50.71
288       IN_Organic     IN   3       IN_Organic_3                 SugarSnax     
Organic               46.10
289       IN_Organic     IN   3       IN_Organic_3                    B 8542     
Organic               37.03
290       IN_Organic     IN   3       IN_Organic_3                   Bolero      
Organic               45.80
291       IN_Organic     IN   3       IN_Organic_3                    Napoli     
Organic               46.02
292       IN_Organic     IN   3       IN_Organic_3                      Homs     
Organic               57.83
293       IN_Organic     IN   3       IN_Organic_3                   Karotan     
Organic               43.87
294       IN_Organic     IN   3       IN_Organic_3                    B 9244     
Organic               42.25
295       IN_Organic     IN   3       IN_Organic_3                    B 1129     
Organic               46.66
296       IN_Organic     IN   3       IN_Organic_3                  Sun 255      
Organic               39.01
297       IN_Organic     IN   3       IN_Organic_3                    B 8524     
Organic               40.89
298       IN_Organic     IN   3       IN_Organic_3               Western Red     
Organic               57.66
299       IN_Organic     IN   3       IN_Organic_3                    B 6306     
Organic               47.47
300       IN_Organic     IN   3       IN_Organic_3                    B 6637     
Organic               49.84
301       IN_Organic     IN   3       IN_Organic_3                    B 0191     
Organic               48.87
302       IN_Organic     IN   3       IN_Organic_3                    B 3999     
Organic                  NA
303       IN_Organic     IN   3       IN_Organic_3            Spring Market      
Organic               42.25
304       IN_Organic     IN   3       IN_Organic_3        Red Core Chantenay     
Organic               52.50
305       IN_Organic     IN   3       IN_Organic_3              Synthetic 11     
Organic               43.73
306       IN_Organic     IN   3       IN_Organic_3        Red Core Chantenay     
Organic               55.68
307       IN_Organic     IN   3       IN_Organic_3                    B 6220     
Organic               43.29
308       IN_Organic     IN   3       IN_Organic_3                    B 0252     
Organic               43.96
309       IN_Organic     IN   3       IN_Organic_3                  Brasilia     
Organic               42.68
310       IN_Organic     IN   3       IN_Organic_3                 UpperCut      
Organic               46.35
311       IN_Organic     IN   3       IN_Organic_3                 Gold King     
Organic               36.47
312       IN_Organic     IN   3       IN_Organic_3                    Nelson     
Organic               37.70
313       IN_Organic     IN   3       IN_Organic_3                    B 8483     
Organic               27.26
314       IN_Organic     IN   3       IN_Organic_3                     Rumba     
Organic               43.90
315       IN_Organic     IN   3       IN_Organic_3                    B 0114     
Organic               49.73
316       IN_Organic     IN   3       IN_Organic_3                    B 4001     
Organic               44.13
317       IN_Organic     IN   3       IN_Organic_3 Scarlet Fancy x Favourite     
Organic               39.55
318       IN_Organic     IN   3       IN_Organic_3                    B 8519     
Organic               48.59
319  IN_Conventional     IN   1  IN_Conventional_1                    B 0114
Conventional               44.68
320  IN_Conventional     IN   1  IN_Conventional_1                    B 0191
Conventional               45.57
321  IN_Conventional     IN   1  IN_Conventional_1                    B 0252
Conventional               42.98
322  IN_Conventional     IN   1  IN_Conventional_1                   Karotan
Conventional               39.48
323  IN_Conventional     IN   1  IN_Conventional_1                    B 1129
Conventional                  NA
324  IN_Conventional     IN   1  IN_Conventional_1                    B 6220
Conventional               14.95
325  IN_Conventional     IN   1  IN_Conventional_1                    B 6306
Conventional               42.47
326  IN_Conventional     IN   1  IN_Conventional_1                    B 6637
Conventional               54.37
327  IN_Conventional     IN   1  IN_Conventional_1                    B 8519
Conventional               46.85
328  IN_Conventional     IN   1  IN_Conventional_1                    B 9244
Conventional               40.88
329  IN_Conventional     IN   1  IN_Conventional_1                    B 3999
Conventional               25.83
330  IN_Conventional     IN   1  IN_Conventional_1                    B 4001
Conventional               28.48
331  IN_Conventional     IN   1  IN_Conventional_1                    B 4002
Conventional               36.55
332  IN_Conventional     IN   1  IN_Conventional_1                    B 8483
Conventional               29.30
333  IN_Conventional     IN   1  IN_Conventional_1                    B 8503
Conventional               42.58
334  IN_Conventional     IN   1  IN_Conventional_1                    B 8524
Conventional               37.77
335  IN_Conventional     IN   1  IN_Conventional_1                    B 8542
Conventional               47.86
336  IN_Conventional     IN   1  IN_Conventional_1        Red Core Chantenay
Conventional               48.06
337  IN_Conventional     IN   1  IN_Conventional_1              Synthetic 11
Conventional               38.12
338  IN_Conventional     IN   1  IN_Conventional_1        Red Core Chantenay
Conventional               50.24
339  IN_Conventional     IN   1  IN_Conventional_1                     Rumba
Conventional               48.73
340  IN_Conventional     IN   1  IN_Conventional_1        Red Core Chantenay
Conventional               43.90
341  IN_Conventional     IN   1  IN_Conventional_1                  Brasilia
Conventional               45.54
342  IN_Conventional     IN   1  IN_Conventional_1 Scarlet Fancy x Favourite
Conventional               47.16
343  IN_Conventional     IN   1  IN_Conventional_1                Ping Ding 
Conventional               43.59
344  IN_Conventional     IN   1  IN_Conventional_1                      Homs
Conventional               45.96
345  IN_Conventional     IN   1  IN_Conventional_1                 Gold King
Conventional               40.21
346  IN_Conventional     IN   1  IN_Conventional_1                    Hilmar
Conventional               31.89
347  IN_Conventional     IN   1  IN_Conventional_1            Spring Market 
Conventional               41.89
348  IN_Conventional     IN   1  IN_Conventional_1                   Bolero 
Conventional               49.96
349  IN_Conventional     IN   1  IN_Conventional_1                 UpperCut 
Conventional               44.50
350  IN_Conventional     IN   1  IN_Conventional_1                  Sun 255 
Conventional               37.03
351  IN_Conventional     IN   1  IN_Conventional_1                 SugarSnax
Conventional               46.40
352  IN_Conventional     IN   1  IN_Conventional_1                    Napoli
Conventional               36.83
353  IN_Conventional     IN   1  IN_Conventional_1                    Nelson
Conventional               36.78
354  IN_Conventional     IN   1  IN_Conventional_1               Western Red
Conventional               55.18
355  IN_Conventional     IN   2  IN_Conventional_2                Ping Ding 
Conventional               42.56
356  IN_Conventional     IN   2  IN_Conventional_2                    B 4001
Conventional               39.54
357  IN_Conventional     IN   2  IN_Conventional_2                    B 8519
Conventional               52.44
358  IN_Conventional     IN   2  IN_Conventional_2        Red Core Chantenay
Conventional               43.33
359  IN_Conventional     IN   2  IN_Conventional_2                  Brasilia
Conventional               43.06
360  IN_Conventional     IN   2  IN_Conventional_2                    B 8524
Conventional               35.59
361  IN_Conventional     IN   2  IN_Conventional_2 Scarlet Fancy x Favourite
Conventional                  NA
362  IN_Conventional     IN   2  IN_Conventional_2                     Rumba
Conventional               31.64
363  IN_Conventional     IN   2  IN_Conventional_2                 UpperCut 
Conventional               38.26
364  IN_Conventional     IN   2  IN_Conventional_2                    B 8483
Conventional               27.90
365  IN_Conventional     IN   2  IN_Conventional_2                      Homs
Conventional               46.30
366  IN_Conventional     IN   2  IN_Conventional_2                    B 0191
Conventional               48.14
367  IN_Conventional     IN   2  IN_Conventional_2        Red Core Chantenay
Conventional               38.32
368  IN_Conventional     IN   2  IN_Conventional_2                    B 1129
Conventional               44.15
369  IN_Conventional     IN   2  IN_Conventional_2                    B 0114
Conventional               48.59
370  IN_Conventional     IN   2  IN_Conventional_2                   Bolero 
Conventional               43.51
371  IN_Conventional     IN   2  IN_Conventional_2                    Napoli
Conventional               38.03
372  IN_Conventional     IN   2  IN_Conventional_2                  Sun 255 
Conventional               35.33
373  IN_Conventional     IN   2  IN_Conventional_2                    Hilmar
Conventional               31.08
374  IN_Conventional     IN   2  IN_Conventional_2        Red Core Chantenay
Conventional               45.29
375  IN_Conventional     IN   2  IN_Conventional_2                    B 4002
Conventional               23.96
376  IN_Conventional     IN   2  IN_Conventional_2                    B 6306
Conventional               39.04
377  IN_Conventional     IN   2  IN_Conventional_2                    B 9244
Conventional               27.76
378  IN_Conventional     IN   2  IN_Conventional_2                   Karotan
Conventional               35.92
379  IN_Conventional     IN   2  IN_Conventional_2                    B 6637
Conventional               49.65
380  IN_Conventional     IN   2  IN_Conventional_2                 SugarSnax
Conventional               41.55
381  IN_Conventional     IN   2  IN_Conventional_2                    Nelson
Conventional               43.02
382  IN_Conventional     IN   2  IN_Conventional_2                    B 6220
Conventional               52.50
383  IN_Conventional     IN   2  IN_Conventional_2              Synthetic 11
Conventional               57.11
384  IN_Conventional     IN   2  IN_Conventional_2                    B 8503
Conventional               48.31
385  IN_Conventional     IN   2  IN_Conventional_2                    B 0252
Conventional               34.57
386  IN_Conventional     IN   2  IN_Conventional_2            Spring Market 
Conventional               47.25
387  IN_Conventional     IN   2  IN_Conventional_2                    B 8542
Conventional               33.65
388  IN_Conventional     IN   2  IN_Conventional_2               Western Red
Conventional               46.49
389  IN_Conventional     IN   2  IN_Conventional_2                    B 3999
Conventional               23.26
390  IN_Conventional     IN   2  IN_Conventional_2                 Gold King
Conventional               42.81
391  IN_Conventional     IN   3  IN_Conventional_3                    B 8503
Conventional               38.37
392  IN_Conventional     IN   3  IN_Conventional_3                Ping Ding 
Conventional               42.00
393  IN_Conventional     IN   3  IN_Conventional_3                    Hilmar
Conventional               24.55
394  IN_Conventional     IN   3  IN_Conventional_3                    B 4002
Conventional                  NA
395  IN_Conventional     IN   3  IN_Conventional_3        Red Core Chantenay
Conventional               46.91
396  IN_Conventional     IN   3  IN_Conventional_3                 SugarSnax
Conventional               28.15
397  IN_Conventional     IN   3  IN_Conventional_3                    B 8542
Conventional               22.03
398  IN_Conventional     IN   3  IN_Conventional_3                   Bolero 
Conventional               38.95
399  IN_Conventional     IN   3  IN_Conventional_3                    Napoli
Conventional               36.92
400  IN_Conventional     IN   3  IN_Conventional_3                      Homs
Conventional               40.47
401  IN_Conventional     IN   3  IN_Conventional_3                   Karotan
Conventional               73.13
402  IN_Conventional     IN   3  IN_Conventional_3                    B 9244
Conventional               28.09
403  IN_Conventional     IN   3  IN_Conventional_3                    B 1129
Conventional               44.34
404  IN_Conventional     IN   3  IN_Conventional_3                  Sun 255 
Conventional               34.51
405  IN_Conventional     IN   3  IN_Conventional_3                    B 8524
Conventional               36.02
406  IN_Conventional     IN   3  IN_Conventional_3               Western Red
Conventional               43.90
407  IN_Conventional     IN   3  IN_Conventional_3                    B 6306
Conventional               28.06
408  IN_Conventional     IN   3  IN_Conventional_3                    B 6637
Conventional               46.91
409  IN_Conventional     IN   3  IN_Conventional_3                    B 0191
Conventional               35.36
410  IN_Conventional     IN   3  IN_Conventional_3                    B 3999
Conventional               27.83
411  IN_Conventional     IN   3  IN_Conventional_3            Spring Market 
Conventional               38.59
412  IN_Conventional     IN   3  IN_Conventional_3        Red Core Chantenay
Conventional               43.79
413  IN_Conventional     IN   3  IN_Conventional_3              Synthetic 11
Conventional               24.96
414  IN_Conventional     IN   3  IN_Conventional_3        Red Core Chantenay
Conventional               46.86
415  IN_Conventional     IN   3  IN_Conventional_3                    B 6220
Conventional               35.98
416  IN_Conventional     IN   3  IN_Conventional_3                    B 0252
Conventional               29.11
417  IN_Conventional     IN   3  IN_Conventional_3                  Brasilia
Conventional               39.38
418  IN_Conventional     IN   3  IN_Conventional_3                 UpperCut 
Conventional               41.33
419  IN_Conventional     IN   3  IN_Conventional_3                 Gold King
Conventional               43.03
420  IN_Conventional     IN   3  IN_Conventional_3                    Nelson
Conventional               38.15
421  IN_Conventional     IN   3  IN_Conventional_3                    B 8483
Conventional               29.91
422  IN_Conventional     IN   3  IN_Conventional_3                     Rumba
Conventional               37.76
423  IN_Conventional     IN   3  IN_Conventional_3                    B 0114
Conventional               45.96
424  IN_Conventional     IN   3  IN_Conventional_3                    B 4001
Conventional               33.92
425  IN_Conventional     IN   3  IN_Conventional_3 Scarlet Fancy x Favourite
Conventional               37.62
426  IN_Conventional     IN   3  IN_Conventional_3                    B 8519
Conventional               46.08
427       CA_Organic     CA   1       CA_Organic_1                    B 0114     
Organic               28.00
428       CA_Organic     CA   1       CA_Organic_1                    B 0191     
Organic               20.00
429       CA_Organic     CA   1       CA_Organic_1                    B 0252     
Organic               38.00
430       CA_Organic     CA   1       CA_Organic_1                   Karotan     
Organic               21.00
431       CA_Organic     CA   1       CA_Organic_1                    B 1129     
Organic               25.00
432       CA_Organic     CA   1       CA_Organic_1                    B 6220     
Organic               35.00
433       CA_Organic     CA   1       CA_Organic_1                    B 6306     
Organic               28.00
434       CA_Organic     CA   1       CA_Organic_1                    B 6637     
Organic               28.00
435       CA_Organic     CA   1       CA_Organic_1                    B 8519     
Organic               18.00
436       CA_Organic     CA   1       CA_Organic_1                    B 9244     
Organic               24.00
437       CA_Organic     CA   1       CA_Organic_1                    B 3999     
Organic               25.00
438       CA_Organic     CA   1       CA_Organic_1                    B 4001     
Organic               27.00
439       CA_Organic     CA   1       CA_Organic_1                    B 4002     
Organic               35.00
440       CA_Organic     CA   1       CA_Organic_1                    B 8483     
Organic               19.00
441       CA_Organic     CA   1       CA_Organic_1                    B 8503     
Organic               38.00
442       CA_Organic     CA   1       CA_Organic_1                    B 8524     
Organic               35.00
443       CA_Organic     CA   1       CA_Organic_1                    B 8542     
Organic               26.00
444       CA_Organic     CA   2       CA_Organic_2                    B 0114     
Organic               42.00
445       CA_Organic     CA   2       CA_Organic_2                    B 0191     
Organic               18.00
446       CA_Organic     CA   2       CA_Organic_2                    B 0252     
Organic               15.00
447       CA_Organic     CA   2       CA_Organic_2                   Karotan     
Organic               28.00
448       CA_Organic     CA   2       CA_Organic_2                    B 1129     
Organic               26.00
449       CA_Organic     CA   2       CA_Organic_2                    B 6220     
Organic               20.00
450       CA_Organic     CA   2       CA_Organic_2                    B 6306     
Organic               38.00
451       CA_Organic     CA   2       CA_Organic_2                    B 6637     
Organic               26.00
452       CA_Organic     CA   2       CA_Organic_2                    B 8519     
Organic               29.00
453       CA_Organic     CA   2       CA_Organic_2                    B 9244     
Organic               22.00
454       CA_Organic     CA   2       CA_Organic_2                    B 3999     
Organic               22.00
455       CA_Organic     CA   2       CA_Organic_2                    B 4001     
Organic               24.00
456       CA_Organic     CA   2       CA_Organic_2                    B 4002     
Organic               32.00
457       CA_Organic     CA   2       CA_Organic_2                    B 8483     
Organic               26.00
458       CA_Organic     CA   2       CA_Organic_2                    B 8503     
Organic               27.00
459       CA_Organic     CA   2       CA_Organic_2                    B 8524     
Organic               38.00
460       CA_Organic     CA   2       CA_Organic_2                    B 8542     
Organic               36.00
461       CA_Organic     CA   3       CA_Organic_3                    B 0114     
Organic               40.00
462       CA_Organic     CA   3       CA_Organic_3                    B 0191     
Organic               15.00
463       CA_Organic     CA   3       CA_Organic_3                    B 0252     
Organic               30.00
464       CA_Organic     CA   3       CA_Organic_3                   Karotan     
Organic               40.00
465       CA_Organic     CA   3       CA_Organic_3                    B 1129     
Organic               32.00
466       CA_Organic     CA   3       CA_Organic_3                    B 6220     
Organic               21.00
467       CA_Organic     CA   3       CA_Organic_3                    B 6306     
Organic               28.00
468       CA_Organic     CA   3       CA_Organic_3                    B 6637     
Organic               14.00
469       CA_Organic     CA   3       CA_Organic_3                    B 8519     
Organic               38.00
470       CA_Organic     CA   3       CA_Organic_3                    B 9244     
Organic               24.00
471       CA_Organic     CA   3       CA_Organic_3                    B 3999     
Organic               23.00
472       CA_Organic     CA   3       CA_Organic_3                    B 4001     
Organic               30.00
473       CA_Organic     CA   3       CA_Organic_3                    B 4002     
Organic               38.00
474       CA_Organic     CA   3       CA_Organic_3                    B 8483     
Organic               19.00
475       CA_Organic     CA   3       CA_Organic_3                    B 8503     
Organic               46.00
476       CA_Organic     CA   3       CA_Organic_3                    B 8524     
Organic               34.00
477       CA_Organic     CA   3       CA_Organic_3                    B 8542     
Organic               18.00
478       CA_Organic     CA   1       CA_Organic_1                 Gold King     
Organic               32.00
479       CA_Organic     CA   1       CA_Organic_1                      Homs     
Organic               16.00
480       CA_Organic     CA   1       CA_Organic_1                Ping Ding      
Organic               12.00
481       CA_Organic     CA   1       CA_Organic_1 Scarlet Fancy x Favourite     
Organic                  NA
482       CA_Organic     CA   1       CA_Organic_1                  Brasilia     
Organic               35.00
483       CA_Organic     CA   1       CA_Organic_1        Red Core Chantenay     
Organic               38.00
484       CA_Organic     CA   1       CA_Organic_1                     Rumba     
Organic               19.00
485       CA_Organic     CA   1       CA_Organic_1             Midori Yellow     
Organic               41.00
486       CA_Organic     CA   1       CA_Organic_1              Synthetic 11     
Organic               31.00
487       CA_Organic     CA   1       CA_Organic_1                    Hilmar     
Organic               27.00
488       CA_Organic     CA   1       CA_Organic_1            Spring Market      
Organic               29.00
489       CA_Organic     CA   1       CA_Organic_1                   Bolero      
Organic               20.00
490       CA_Organic     CA   1       CA_Organic_1                 UpperCut      
Organic               40.00
491       CA_Organic     CA   1       CA_Organic_1                  Sun 255      
Organic               34.00
492       CA_Organic     CA   1       CA_Organic_1                 SugarSnax     
Organic               44.00
493       CA_Organic     CA   1       CA_Organic_1                    Napoli     
Organic               23.00
494       CA_Organic     CA   1       CA_Organic_1                    Nelson     
Organic               23.00
495       CA_Organic     CA   1       CA_Organic_1               Western Red     
Organic               51.00
496       CA_Organic     CA   2       CA_Organic_2                 Gold King     
Organic               34.00
497       CA_Organic     CA   2       CA_Organic_2                      Homs     
Organic               15.00
498       CA_Organic     CA   2       CA_Organic_2                Ping Ding      
Organic               21.00
499       CA_Organic     CA   2       CA_Organic_2 Scarlet Fancy x Favourite     
Organic                  NA
500       CA_Organic     CA   2       CA_Organic_2                  Brasilia     
Organic               42.00
501       CA_Organic     CA   2       CA_Organic_2        Red Core Chantenay     
Organic               49.00
502       CA_Organic     CA   2       CA_Organic_2                     Rumba     
Organic               36.00
503       CA_Organic     CA   2       CA_Organic_2             Midori Yellow     
Organic               48.00
504       CA_Organic     CA   2       CA_Organic_2              Synthetic 11     
Organic               36.00
505       CA_Organic     CA   2       CA_Organic_2                    Hilmar     
Organic               21.00
506       CA_Organic     CA   2       CA_Organic_2            Spring Market      
Organic               32.00
507       CA_Organic     CA   2       CA_Organic_2                   Bolero      
Organic               24.00
508       CA_Organic     CA   2       CA_Organic_2                 UpperCut      
Organic               41.00
509       CA_Organic     CA   2       CA_Organic_2                  Sun 255      
Organic               26.00
510       CA_Organic     CA   2       CA_Organic_2                 SugarSnax     
Organic               53.00
511       CA_Organic     CA   2       CA_Organic_2                    Napoli     
Organic               28.00
512       CA_Organic     CA   2       CA_Organic_2                    Nelson     
Organic               20.00
513       CA_Organic     CA   2       CA_Organic_2               Western Red     
Organic               48.00
514       CA_Organic     CA   3       CA_Organic_3                 Gold King     
Organic               22.00
515       CA_Organic     CA   3       CA_Organic_3                      Homs     
Organic               20.00
516       CA_Organic     CA   3       CA_Organic_3                Ping Ding      
Organic               12.00
517       CA_Organic     CA   3       CA_Organic_3 Scarlet Fancy x Favourite     
Organic                  NA
518       CA_Organic     CA   3       CA_Organic_3                  Brasilia     
Organic               42.00
519       CA_Organic     CA   3       CA_Organic_3        Red Core Chantenay     
Organic               48.00
520       CA_Organic     CA   3       CA_Organic_3                     Rumba     
Organic               31.00
521       CA_Organic     CA   3       CA_Organic_3             Midori Yellow     
Organic               45.00
522       CA_Organic     CA   3       CA_Organic_3              Synthetic 11     
Organic               32.00
523       CA_Organic     CA   3       CA_Organic_3                    Hilmar     
Organic               30.00
524       CA_Organic     CA   3       CA_Organic_3            Spring Market      
Organic               34.00
525       CA_Organic     CA   3       CA_Organic_3                   Bolero      
Organic               17.00
526       CA_Organic     CA   3       CA_Organic_3                 UpperCut      
Organic               40.00
527       CA_Organic     CA   3       CA_Organic_3                  Sun 255      
Organic               36.00
528       CA_Organic     CA   3       CA_Organic_3                 SugarSnax     
Organic               40.00
529       CA_Organic     CA   3       CA_Organic_3                    Napoli     
Organic               23.00
530       CA_Organic     CA   3       CA_Organic_3                    Nelson     
Organic               18.00
531       CA_Organic     CA   3       CA_Organic_3               Western Red     
Organic               48.00
532  CA_Conventional     CA   1  CA_Conventional_1                    B 0114
Conventional                  NA
533  CA_Conventional     CA   1  CA_Conventional_1                    B 0191
Conventional                  NA
534  CA_Conventional     CA   1  CA_Conventional_1                    B 0252
Conventional                  NA
535  CA_Conventional     CA   1  CA_Conventional_1                   Karotan
Conventional                  NA
536  CA_Conventional     CA   1  CA_Conventional_1                    B 1129
Conventional                  NA
537  CA_Conventional     CA   1  CA_Conventional_1                    B 6220
Conventional                  NA
538  CA_Conventional     CA   1  CA_Conventional_1                    B 6306
Conventional                  NA
539  CA_Conventional     CA   1  CA_Conventional_1                    B 6637
Conventional                  NA
540  CA_Conventional     CA   1  CA_Conventional_1                    B 8519
Conventional                  NA
541  CA_Conventional     CA   1  CA_Conventional_1                    B 9244
Conventional                  NA
542  CA_Conventional     CA   1  CA_Conventional_1                    B 3999
Conventional                  NA
543  CA_Conventional     CA   1  CA_Conventional_1                    B 4001
Conventional                  NA
544  CA_Conventional     CA   1  CA_Conventional_1                    B 4002
Conventional                  NA
545  CA_Conventional     CA   1  CA_Conventional_1                    B 8483
Conventional                  NA
546  CA_Conventional     CA   1  CA_Conventional_1                    B 8503
Conventional                  NA
547  CA_Conventional     CA   1  CA_Conventional_1                    B 8524
Conventional                  NA
548  CA_Conventional     CA   1  CA_Conventional_1                    B 8542
Conventional                  NA
549  CA_Conventional     CA   1  CA_Conventional_1                 Gold King
Conventional                  NA
550  CA_Conventional     CA   1  CA_Conventional_1                      Homs
Conventional                  NA
551  CA_Conventional     CA   1  CA_Conventional_1                Ping Ding 
Conventional                  NA
552  CA_Conventional     CA   1  CA_Conventional_1 Scarlet Fancy x Favourite
Conventional                  NA
553  CA_Conventional     CA   1  CA_Conventional_1                  Brasilia
Conventional                  NA
554  CA_Conventional     CA   1  CA_Conventional_1        Red Core Chantenay
Conventional                  NA
555  CA_Conventional     CA   1  CA_Conventional_1                     Rumba
Conventional                  NA
556  CA_Conventional     CA   1  CA_Conventional_1             Midori Yellow
Conventional                  NA
557  CA_Conventional     CA   1  CA_Conventional_1              Synthetic 11
Conventional                  NA
558  CA_Conventional     CA   1  CA_Conventional_1                    Hilmar
Conventional                  NA
559  CA_Conventional     CA   1  CA_Conventional_1            Spring Market 
Conventional                  NA
560  CA_Conventional     CA   1  CA_Conventional_1                   Bolero 
Conventional                  NA
561  CA_Conventional     CA   1  CA_Conventional_1                 UpperCut 
Conventional                  NA
562  CA_Conventional     CA   1  CA_Conventional_1                  Sun 255 
Conventional                  NA
563  CA_Conventional     CA   1  CA_Conventional_1                 SugarSnax
Conventional                  NA
564  CA_Conventional     CA   1  CA_Conventional_1                    Napoli
Conventional                  NA
565  CA_Conventional     CA   1  CA_Conventional_1                    Nelson
Conventional                  NA
566  CA_Conventional     CA   1  CA_Conventional_1               Western Red
Conventional                  NA
567  CA_Conventional     CA   2  CA_Conventional_2                    B 0114
Conventional                  NA
568  CA_Conventional     CA   2  CA_Conventional_2                    B 0191
Conventional                  NA
569  CA_Conventional     CA   2  CA_Conventional_2                    B 0252
Conventional                  NA
570  CA_Conventional     CA   2  CA_Conventional_2                   Karotan
Conventional                  NA
571  CA_Conventional     CA   2  CA_Conventional_2                    B 1129
Conventional                  NA
572  CA_Conventional     CA   2  CA_Conventional_2                    B 6220
Conventional                  NA
573  CA_Conventional     CA   2  CA_Conventional_2                    B 6306
Conventional                  NA
574  CA_Conventional     CA   2  CA_Conventional_2                    B 6637
Conventional                  NA
575  CA_Conventional     CA   2  CA_Conventional_2                    B 8519
Conventional                  NA
576  CA_Conventional     CA   2  CA_Conventional_2                    B 9244
Conventional                  NA
577  CA_Conventional     CA   2  CA_Conventional_2                    B 3999
Conventional                  NA
578  CA_Conventional     CA   2  CA_Conventional_2                    B 4001
Conventional                  NA
579  CA_Conventional     CA   2  CA_Conventional_2                    B 4002
Conventional                  NA
580  CA_Conventional     CA   2  CA_Conventional_2                    B 8483
Conventional                  NA
581  CA_Conventional     CA   2  CA_Conventional_2                    B 8503
Conventional                  NA
582  CA_Conventional     CA   2  CA_Conventional_2                    B 8524
Conventional                  NA
583  CA_Conventional     CA   2  CA_Conventional_2                    B 8542
Conventional                  NA
584  CA_Conventional     CA   2  CA_Conventional_2                 Gold King
Conventional                  NA
585  CA_Conventional     CA   2  CA_Conventional_2                      Homs
Conventional                  NA
586  CA_Conventional     CA   2  CA_Conventional_2                Ping Ding 
Conventional                  NA
587  CA_Conventional     CA   2  CA_Conventional_2 Scarlet Fancy x Favourite
Conventional                  NA
588  CA_Conventional     CA   2  CA_Conventional_2                  Brasilia
Conventional                  NA
589  CA_Conventional     CA   2  CA_Conventional_2        Red Core Chantenay
Conventional                  NA
590  CA_Conventional     CA   2  CA_Conventional_2                     Rumba
Conventional                  NA
591  CA_Conventional     CA   2  CA_Conventional_2             Midori Yellow
Conventional                  NA
592  CA_Conventional     CA   2  CA_Conventional_2              Synthetic 11
Conventional                  NA
593  CA_Conventional     CA   2  CA_Conventional_2                    Hilmar
Conventional                  NA
594  CA_Conventional     CA   2  CA_Conventional_2            Spring Market 
Conventional                  NA
595  CA_Conventional     CA   2  CA_Conventional_2                   Bolero 
Conventional                  NA
596  CA_Conventional     CA   2  CA_Conventional_2                 UpperCut 
Conventional                  NA
597  CA_Conventional     CA   2  CA_Conventional_2                  Sun 255 
Conventional                  NA
598  CA_Conventional     CA   2  CA_Conventional_2                 SugarSnax
Conventional                  NA
599  CA_Conventional     CA   2  CA_Conventional_2                    Napoli
Conventional                  NA
600  CA_Conventional     CA   2  CA_Conventional_2                    Nelson
Conventional                  NA
601  CA_Conventional     CA   2  CA_Conventional_2               Western Red
Conventional                  NA
602  CA_Conventional     CA   3  CA_Conventional_3                    B 0114
Conventional                  NA
603  CA_Conventional     CA   3  CA_Conventional_3                    B 0191
Conventional                  NA
604  CA_Conventional     CA   3  CA_Conventional_3                    B 0252
Conventional                  NA
605  CA_Conventional     CA   3  CA_Conventional_3                   Karotan
Conventional                  NA
606  CA_Conventional     CA   3  CA_Conventional_3                    B 1129
Conventional                  NA
607  CA_Conventional     CA   3  CA_Conventional_3                    B 6220
Conventional                  NA
608  CA_Conventional     CA   3  CA_Conventional_3                    B 6306
Conventional                  NA
609  CA_Conventional     CA   3  CA_Conventional_3                    B 6637
Conventional                  NA
610  CA_Conventional     CA   3  CA_Conventional_3                    B 8519
Conventional                  NA
611  CA_Conventional     CA   3  CA_Conventional_3                    B 9244
Conventional                  NA
612  CA_Conventional     CA   3  CA_Conventional_3                    B 3999
Conventional                  NA
613  CA_Conventional     CA   3  CA_Conventional_3                    B 4001
Conventional                  NA
614  CA_Conventional     CA   3  CA_Conventional_3                    B 4002
Conventional                  NA
615  CA_Conventional     CA   3  CA_Conventional_3                    B 8483
Conventional                  NA
616  CA_Conventional     CA   3  CA_Conventional_3                    B 8503
Conventional                  NA
617  CA_Conventional     CA   3  CA_Conventional_3                    B 8524
Conventional                  NA
618  CA_Conventional     CA   3  CA_Conventional_3                    B 8542
Conventional                  NA
619  CA_Conventional     CA   3  CA_Conventional_3                 Gold King
Conventional                  NA
620  CA_Conventional     CA   3  CA_Conventional_3                      Homs
Conventional                  NA
621  CA_Conventional     CA   3  CA_Conventional_3                Ping Ding 
Conventional                  NA
622  CA_Conventional     CA   3  CA_Conventional_3 Scarlet Fancy x Favourite
Conventional                  NA
623  CA_Conventional     CA   3  CA_Conventional_3                  Brasilia
Conventional                  NA
624  CA_Conventional     CA   3  CA_Conventional_3        Red Core Chantenay
Conventional                  NA
625  CA_Conventional     CA   3  CA_Conventional_3                     Rumba
Conventional                  NA
626  CA_Conventional     CA   3  CA_Conventional_3             Midori Yellow
Conventional                  NA
627  CA_Conventional     CA   3  CA_Conventional_3              Synthetic 11
Conventional                  NA
628  CA_Conventional     CA   3  CA_Conventional_3                    Hilmar
Conventional                  NA
629  CA_Conventional     CA   3  CA_Conventional_3            Spring Market 
Conventional                  NA
630  CA_Conventional     CA   3  CA_Conventional_3                   Bolero 
Conventional                  NA
631  CA_Conventional     CA   3  CA_Conventional_3                 UpperCut 
Conventional                  NA
632  CA_Conventional     CA   3  CA_Conventional_3                  Sun 255 
Conventional                  NA
633  CA_Conventional     CA   3  CA_Conventional_3                 SugarSnax
Conventional                  NA
634  CA_Conventional     CA   3  CA_Conventional_3                    Napoli
Conventional                  NA
635  CA_Conventional     CA   3  CA_Conventional_3                    Nelson
Conventional                  NA
636  CA_Conventional     CA   3  CA_Conventional_3               Western Red
Conventional                  NA
637  WA_Conventional     WA   1  WA_Conventional_1                    B 0114
Conventional               24.00
638  WA_Conventional     WA   1  WA_Conventional_1                    B 0191
Conventional               21.00
639  WA_Conventional     WA   1  WA_Conventional_1                    B 0252
Conventional               14.00
640  WA_Conventional     WA   1  WA_Conventional_1                   Karotan
Conventional                  NA
641  WA_Conventional     WA   1  WA_Conventional_1                    B 1129
Conventional               20.00
642  WA_Conventional     WA   1  WA_Conventional_1                    B 6220
Conventional               18.00
643  WA_Conventional     WA   1  WA_Conventional_1                    B 6306
Conventional               21.00
644  WA_Conventional     WA   1  WA_Conventional_1                    B 6637
Conventional               16.00
645  WA_Conventional     WA   1  WA_Conventional_1                    B 8519
Conventional               19.00
646  WA_Conventional     WA   1  WA_Conventional_1                    B 9244
Conventional               15.00
647  WA_Conventional     WA   1  WA_Conventional_1                    B 3999
Conventional               18.00
648  WA_Conventional     WA   1  WA_Conventional_1                    B 4001
Conventional               12.00
649  WA_Conventional     WA   1  WA_Conventional_1                    B 4002
Conventional               24.00
650  WA_Conventional     WA   1  WA_Conventional_1                    B 8483
Conventional               15.00
651  WA_Conventional     WA   1  WA_Conventional_1                    B 8503
Conventional               14.00
652  WA_Conventional     WA   1  WA_Conventional_1                    B 8524
Conventional               23.00
653  WA_Conventional     WA   1  WA_Conventional_1                    B 8542
Conventional               25.00
654  WA_Conventional     WA   1  WA_Conventional_1                 Gold King
Conventional               17.00
655  WA_Conventional     WA   1  WA_Conventional_1                      Homs
Conventional               16.00
656  WA_Conventional     WA   1  WA_Conventional_1                Ping Ding 
Conventional               22.00
657  WA_Conventional     WA   1  WA_Conventional_1 Scarlet Fancy x Favourite
Conventional               17.00
658  WA_Conventional     WA   1  WA_Conventional_1                  Brasilia
Conventional               26.00
659  WA_Conventional     WA   1  WA_Conventional_1        Red Core Chantenay
Conventional               27.00
660  WA_Conventional     WA   1  WA_Conventional_1                     Rumba
Conventional               20.00
661  WA_Conventional     WA   1  WA_Conventional_1             Midori Yellow
Conventional                  NA
662  WA_Conventional     WA   1  WA_Conventional_1              Synthetic 11
Conventional               22.00
663  WA_Conventional     WA   1  WA_Conventional_1                    Hilmar
Conventional               28.00
664  WA_Conventional     WA   1  WA_Conventional_1            Spring Market 
Conventional               26.00
665  WA_Conventional     WA   1  WA_Conventional_1                   Bolero 
Conventional               26.00
666  WA_Conventional     WA   1  WA_Conventional_1                 UpperCut 
Conventional               24.00
667  WA_Conventional     WA   1  WA_Conventional_1                  Sun 255 
Conventional               24.00
668  WA_Conventional     WA   1  WA_Conventional_1                 SugarSnax
Conventional               20.00
669  WA_Conventional     WA   1  WA_Conventional_1                    Napoli
Conventional               19.00
670  WA_Conventional     WA   1  WA_Conventional_1                    Nelson
Conventional               19.00
671  WA_Conventional     WA   1  WA_Conventional_1               Western Red
Conventional               25.00
672  WA_Conventional     WA   2  WA_Conventional_2                    B 0114
Conventional               25.00
673  WA_Conventional     WA   2  WA_Conventional_2                    B 0191
Conventional               25.00
674  WA_Conventional     WA   2  WA_Conventional_2                    B 0252
Conventional               27.00
675  WA_Conventional     WA   2  WA_Conventional_2                   Karotan
Conventional                  NA
676  WA_Conventional     WA   2  WA_Conventional_2                    B 1129
Conventional               24.00
677  WA_Conventional     WA   2  WA_Conventional_2                    B 6220
Conventional               23.00
678  WA_Conventional     WA   2  WA_Conventional_2                    B 6306
Conventional               24.00
679  WA_Conventional     WA   2  WA_Conventional_2                    B 6637
Conventional               24.00
680  WA_Conventional     WA   2  WA_Conventional_2                    B 8519
Conventional               29.00
681  WA_Conventional     WA   2  WA_Conventional_2                    B 9244
Conventional               18.00
682  WA_Conventional     WA   2  WA_Conventional_2                    B 3999
Conventional               20.00
683  WA_Conventional     WA   2  WA_Conventional_2                    B 4001
Conventional               29.00
684  WA_Conventional     WA   2  WA_Conventional_2                    B 4002
Conventional               11.00
685  WA_Conventional     WA   2  WA_Conventional_2                    B 8483
Conventional               19.00
686  WA_Conventional     WA   2  WA_Conventional_2                    B 8503
Conventional               12.00
687  WA_Conventional     WA   2  WA_Conventional_2                    B 8524
Conventional               23.00
688  WA_Conventional     WA   2  WA_Conventional_2                    B 8542
Conventional               22.00
689  WA_Conventional     WA   2  WA_Conventional_2                 Gold King
Conventional               23.00
690  WA_Conventional     WA   2  WA_Conventional_2                      Homs
Conventional               17.00
691  WA_Conventional     WA   2  WA_Conventional_2                Ping Ding 
Conventional               28.00
692  WA_Conventional     WA   2  WA_Conventional_2 Scarlet Fancy x Favourite
Conventional               14.00
693  WA_Conventional     WA   2  WA_Conventional_2                  Brasilia
Conventional               28.00
694  WA_Conventional     WA   2  WA_Conventional_2        Red Core Chantenay
Conventional               26.00
695  WA_Conventional     WA   2  WA_Conventional_2                     Rumba
Conventional               19.00
696  WA_Conventional     WA   2  WA_Conventional_2             Midori Yellow
Conventional                  NA
697  WA_Conventional     WA   2  WA_Conventional_2              Synthetic 11
Conventional               21.00
698  WA_Conventional     WA   2  WA_Conventional_2                    Hilmar
Conventional               24.00
699  WA_Conventional     WA   2  WA_Conventional_2            Spring Market 
Conventional               21.00
700  WA_Conventional     WA   2  WA_Conventional_2                   Bolero 
Conventional               28.00
701  WA_Conventional     WA   2  WA_Conventional_2                 UpperCut 
Conventional               25.00
702  WA_Conventional     WA   2  WA_Conventional_2                  Sun 255 
Conventional               24.00
703  WA_Conventional     WA   2  WA_Conventional_2                 SugarSnax
Conventional               22.00
704  WA_Conventional     WA   2  WA_Conventional_2                    Napoli
Conventional               18.00
705  WA_Conventional     WA   2  WA_Conventional_2                    Nelson
Conventional               20.00
706  WA_Conventional     WA   2  WA_Conventional_2               Western Red
Conventional               28.00
707  WA_Conventional     WA   3  WA_Conventional_3                    B 0114
Conventional               21.00
708  WA_Conventional     WA   3  WA_Conventional_3                    B 0191
Conventional               22.00
709  WA_Conventional     WA   3  WA_Conventional_3                    B 0252
Conventional               18.00
710  WA_Conventional     WA   3  WA_Conventional_3                   Karotan
Conventional                  NA
711  WA_Conventional     WA   3  WA_Conventional_3                    B 1129
Conventional               32.00
712  WA_Conventional     WA   3  WA_Conventional_3                    B 6220
Conventional               22.00
713  WA_Conventional     WA   3  WA_Conventional_3                    B 6306
Conventional               28.00
714  WA_Conventional     WA   3  WA_Conventional_3                    B 6637
Conventional               22.00
715  WA_Conventional     WA   3  WA_Conventional_3                    B 8519
Conventional               25.00
716  WA_Conventional     WA   3  WA_Conventional_3                    B 9244
Conventional               22.00
717  WA_Conventional     WA   3  WA_Conventional_3                    B 3999
Conventional               24.00
718  WA_Conventional     WA   3  WA_Conventional_3                    B 4001
Conventional               20.00
719  WA_Conventional     WA   3  WA_Conventional_3                    B 4002
Conventional               19.00
720  WA_Conventional     WA   3  WA_Conventional_3                    B 8483
Conventional               23.00
721  WA_Conventional     WA   3  WA_Conventional_3                    B 8503
Conventional               19.00
722  WA_Conventional     WA   3  WA_Conventional_3                    B 8524
Conventional               23.00
723  WA_Conventional     WA   3  WA_Conventional_3                    B 8542
Conventional               16.00
724  WA_Conventional     WA   3  WA_Conventional_3                 Gold King
Conventional               24.00
725  WA_Conventional     WA   3  WA_Conventional_3                      Homs
Conventional               21.00
726  WA_Conventional     WA   3  WA_Conventional_3                Ping Ding 
Conventional               29.00
727  WA_Conventional     WA   3  WA_Conventional_3 Scarlet Fancy x Favourite
Conventional               14.00
728  WA_Conventional     WA   3  WA_Conventional_3                  Brasilia
Conventional               31.00
729  WA_Conventional     WA   3  WA_Conventional_3        Red Core Chantenay
Conventional               27.00
730  WA_Conventional     WA   3  WA_Conventional_3                     Rumba
Conventional               17.00
731  WA_Conventional     WA   3  WA_Conventional_3             Midori Yellow
Conventional                  NA
732  WA_Conventional     WA   3  WA_Conventional_3              Synthetic 11
Conventional               22.00
733  WA_Conventional     WA   3  WA_Conventional_3                    Hilmar
Conventional               21.00
734  WA_Conventional     WA   3  WA_Conventional_3            Spring Market 
Conventional               26.00
735  WA_Conventional     WA   3  WA_Conventional_3                   Bolero 
Conventional               24.00
736  WA_Conventional     WA   3  WA_Conventional_3                 UpperCut 
Conventional               24.00
737  WA_Conventional     WA   3  WA_Conventional_3                  Sun 255 
Conventional               22.00
738  WA_Conventional     WA   3  WA_Conventional_3                 SugarSnax
Conventional               27.00
739  WA_Conventional     WA   3  WA_Conventional_3                    Napoli
Conventional               21.00
740  WA_Conventional     WA   3  WA_Conventional_3                    Nelson
Conventional               22.00
741  WA_Conventional     WA   3  WA_Conventional_3               Western Red
Conventional               28.00
742       WA_Organic     WA   1       WA_Organic_1                    B 0114     
Organic               30.00
743       WA_Organic     WA   1       WA_Organic_1                    B 0191     
Organic               35.00
744       WA_Organic     WA   1       WA_Organic_1                    B 0252     
Organic               28.00
745       WA_Organic     WA   1       WA_Organic_1                   Karotan     
Organic                  NA
746       WA_Organic     WA   1       WA_Organic_1                    B 1129     
Organic               40.00
747       WA_Organic     WA   1       WA_Organic_1                    B 6220     
Organic               29.00
748       WA_Organic     WA   1       WA_Organic_1                    B 6306     
Organic               41.00
749       WA_Organic     WA   1       WA_Organic_1                    B 6637     
Organic               39.00
750       WA_Organic     WA   1       WA_Organic_1                    B 8519     
Organic               35.00
751       WA_Organic     WA   1       WA_Organic_1                    B 9244     
Organic               33.00
752       WA_Organic     WA   1       WA_Organic_1                    B 3999     
Organic               20.00
753       WA_Organic     WA   1       WA_Organic_1                    B 4001     
Organic               25.00
754       WA_Organic     WA   1       WA_Organic_1                    B 4002     
Organic               32.00
755       WA_Organic     WA   1       WA_Organic_1                    B 8483     
Organic               27.00
756       WA_Organic     WA   1       WA_Organic_1                    B 8503     
Organic               23.00
757       WA_Organic     WA   1       WA_Organic_1                    B 8524     
Organic               39.00
758       WA_Organic     WA   1       WA_Organic_1                    B 8542     
Organic               35.00
759       WA_Organic     WA   1       WA_Organic_1                 Gold King     
Organic               41.00
760       WA_Organic     WA   1       WA_Organic_1                      Homs     
Organic               29.00
761       WA_Organic     WA   1       WA_Organic_1                Ping Ding      
Organic               47.00
762       WA_Organic     WA   1       WA_Organic_1 Scarlet Fancy x Favourite     
Organic               35.00
763       WA_Organic     WA   1       WA_Organic_1                  Brasilia     
Organic               44.00
764       WA_Organic     WA   1       WA_Organic_1        Red Core Chantenay     
Organic               45.00
765       WA_Organic     WA   1       WA_Organic_1                     Rumba     
Organic                  NA
766       WA_Organic     WA   1       WA_Organic_1             Midori Yellow     
Organic                  NA
767       WA_Organic     WA   1       WA_Organic_1              Synthetic 11     
Organic               39.00
768       WA_Organic     WA   1       WA_Organic_1                    Hilmar     
Organic               41.00
769       WA_Organic     WA   1       WA_Organic_1            Spring Market      
Organic               41.00
770       WA_Organic     WA   1       WA_Organic_1                   Bolero      
Organic               44.00
771       WA_Organic     WA   1       WA_Organic_1                 UpperCut      
Organic               45.00
772       WA_Organic     WA   1       WA_Organic_1                  Sun 255      
Organic               38.00
773       WA_Organic     WA   1       WA_Organic_1                 SugarSnax     
Organic               39.00
774       WA_Organic     WA   1       WA_Organic_1                    Napoli     
Organic               41.00
775       WA_Organic     WA   1       WA_Organic_1                    Nelson     
Organic               39.00
776       WA_Organic     WA   1       WA_Organic_1               Western Red     
Organic               52.00
777       WA_Organic     WA   2       WA_Organic_2                    B 0114     
Organic               31.00
778       WA_Organic     WA   2       WA_Organic_2                    B 0191     
Organic               39.00
779       WA_Organic     WA   2       WA_Organic_2                    B 0252     
Organic               39.00
780       WA_Organic     WA   2       WA_Organic_2                   Karotan     
Organic                  NA
781       WA_Organic     WA   2       WA_Organic_2                    B 1129     
Organic               47.00
782       WA_Organic     WA   2       WA_Organic_2                    B 6220     
Organic                  NA
783       WA_Organic     WA   2       WA_Organic_2                    B 6306     
Organic               31.00
784       WA_Organic     WA   2       WA_Organic_2                    B 6637     
Organic               44.00
785       WA_Organic     WA   2       WA_Organic_2                    B 8519     
Organic               39.00
786       WA_Organic     WA   2       WA_Organic_2                    B 9244     
Organic               37.00
787       WA_Organic     WA   2       WA_Organic_2                    B 3999     
Organic               31.00
788       WA_Organic     WA   2       WA_Organic_2                    B 4001     
Organic               40.00
789       WA_Organic     WA   2       WA_Organic_2                    B 4002     
Organic               31.00
790       WA_Organic     WA   2       WA_Organic_2                    B 8483     
Organic               27.00
791       WA_Organic     WA   2       WA_Organic_2                    B 8503     
Organic               38.00
792       WA_Organic     WA   2       WA_Organic_2                    B 8524     
Organic               42.00
793       WA_Organic     WA   2       WA_Organic_2                    B 8542     
Organic               34.00
794       WA_Organic     WA   2       WA_Organic_2                 Gold King     
Organic               42.00
795       WA_Organic     WA   2       WA_Organic_2                      Homs     
Organic               35.00
796       WA_Organic     WA   2       WA_Organic_2                Ping Ding      
Organic               49.00
797       WA_Organic     WA   2       WA_Organic_2 Scarlet Fancy x Favourite     
Organic               25.00
798       WA_Organic     WA   2       WA_Organic_2                  Brasilia     
Organic               43.00
799       WA_Organic     WA   2       WA_Organic_2        Red Core Chantenay     
Organic               52.00
800       WA_Organic     WA   2       WA_Organic_2                     Rumba     
Organic               40.00
801       WA_Organic     WA   2       WA_Organic_2             Midori Yellow     
Organic                  NA
802       WA_Organic     WA   2       WA_Organic_2              Synthetic 11     
Organic               39.00
803       WA_Organic     WA   2       WA_Organic_2                    Hilmar     
Organic               40.00
804       WA_Organic     WA   2       WA_Organic_2            Spring Market      
Organic               18.00
805       WA_Organic     WA   2       WA_Organic_2                   Bolero      
Organic               42.00
806       WA_Organic     WA   2       WA_Organic_2                 UpperCut      
Organic               43.00
807       WA_Organic     WA   2       WA_Organic_2                  Sun 255      
Organic               42.00
808       WA_Organic     WA   2       WA_Organic_2                 SugarSnax     
Organic               39.00
809       WA_Organic     WA   2       WA_Organic_2                    Napoli     
Organic               45.00
810       WA_Organic     WA   2       WA_Organic_2                    Nelson     
Organic               29.00
811       WA_Organic     WA   2       WA_Organic_2               Western Red     
Organic               39.00
812       WA_Organic     WA   3       WA_Organic_3                    B 0114     
Organic               45.00
813       WA_Organic     WA   3       WA_Organic_3                    B 0191     
Organic               44.00
814       WA_Organic     WA   3       WA_Organic_3                    B 0252     
Organic               30.00
815       WA_Organic     WA   3       WA_Organic_3                   Karotan     
Organic                  NA
816       WA_Organic     WA   3       WA_Organic_3                    B 1129     
Organic               48.00
817       WA_Organic     WA   3       WA_Organic_3                    B 6220     
Organic               37.00
818       WA_Organic     WA   3       WA_Organic_3                    B 6306     
Organic               46.00
819       WA_Organic     WA   3       WA_Organic_3                    B 6637     
Organic               39.00
820       WA_Organic     WA   3       WA_Organic_3                    B 8519     
Organic               57.00
821       WA_Organic     WA   3       WA_Organic_3                    B 9244     
Organic               55.00
822       WA_Organic     WA   3       WA_Organic_3                    B 3999     
Organic               22.00
823       WA_Organic     WA   3       WA_Organic_3                    B 4001     
Organic               35.00
824       WA_Organic     WA   3       WA_Organic_3                    B 4002     
Organic                  NA
825       WA_Organic     WA   3       WA_Organic_3                    B 8483     
Organic               37.00
826       WA_Organic     WA   3       WA_Organic_3                    B 8503     
Organic                  NA
827       WA_Organic     WA   3       WA_Organic_3                    B 8524     
Organic               40.00
828       WA_Organic     WA   3       WA_Organic_3                    B 8542     
Organic               28.00
829       WA_Organic     WA   3       WA_Organic_3                 Gold King     
Organic               49.00
830       WA_Organic     WA   3       WA_Organic_3                      Homs     
Organic               39.00
831       WA_Organic     WA   3       WA_Organic_3                Ping Ding      
Organic               55.00
832       WA_Organic     WA   3       WA_Organic_3 Scarlet Fancy x Favourite     
Organic               35.00
833       WA_Organic     WA   3       WA_Organic_3                  Brasilia     
Organic               48.00
834       WA_Organic     WA   3       WA_Organic_3        Red Core Chantenay     
Organic               45.00
835       WA_Organic     WA   3       WA_Organic_3                     Rumba     
Organic               28.00
836       WA_Organic     WA   3       WA_Organic_3             Midori Yellow     
Organic               42.00
837       WA_Organic     WA   3       WA_Organic_3              Synthetic 11     
Organic               38.00
838       WA_Organic     WA   3       WA_Organic_3                    Hilmar     
Organic               45.00
839       WA_Organic     WA   3       WA_Organic_3            Spring Market      
Organic               44.00
840       WA_Organic     WA   3       WA_Organic_3                   Bolero      
Organic               47.00
841       WA_Organic     WA   3       WA_Organic_3                 UpperCut      
Organic               42.00
842       WA_Organic     WA   3       WA_Organic_3                  Sun 255      
Organic               46.00
843       WA_Organic     WA   3       WA_Organic_3                 SugarSnax     
Organic               40.00
844       WA_Organic     WA   3       WA_Organic_3                    Napoli     
Organic               41.00
845       WA_Organic     WA   3       WA_Organic_3                    Nelson     
Organic               40.00
846       WA_Organic     WA   3       WA_Organic_3               Western Red     
Organic               47.00



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