About
Objective
[1] "Predicting sugar corruption in public distribution system"Problem Statement
[1] "Predict the shop location which is performed sugar corruption.View the data in hierarchical view of location and clustering the people according to cards, district, office, shop and try to detect the corruption of sugar in ration shop.And also Clustering the ration card Types "Dataset Description
[1] " Telangana State Civil Supplies Corporation Limited.The dataset about the FP Shop Distribution data in Telangana.\nThis dataset contains 16970 obs. of 13 variables: distCode : District Code, nofficeCode : Represents the office code, shopNo : Representing Shop number , noOfRcs : No.of Ration Cards ,noOfTrans: No.of Transactions, riceAfsc : Rice to Anthtodaya Food Security Cards ,riceFsc : Rice to Food Security Card ,riceAap : Rice to Annapurna Card ,sugar : sugar quantity , totalAmount : total amount ,otherShopTransCnt : Other shops transaction quantity"Row
Dataset Ration
First 5 elements
distCode distName officeCode officeName shopNo month year noOfRcs noOfTrans
1 532 Adilabad 532001 Talamadugu 1901001 2 2021 975 976
2 532 Adilabad 532001 Talamadugu 1901002 2 2021 510 510
3 532 Adilabad 532001 Talamadugu 1901003 2 2021 256 259
4 532 Adilabad 532001 Talamadugu 1901004 2 2021 368 369
5 532 Adilabad 532001 Talamadugu 1901005 2 2021 867 869
6 532 Adilabad 532001 Talamadugu 1901006 2 2021 465 465
riceAfsc riceFsc riceAap wheat sugar rgdal kerosene totalAmount salt
1 1330 18300 0 0 0 0 0 19630.0 0
2 595 9930 0 0 0 0 0 10525.0 0
3 560 4920 0 0 16 0 0 5696.0 0
4 490 7332 10 0 0 0 0 7822.0 0
5 4935 15756 0 0 141 0 0 22594.5 0
6 1260 8430 0 0 36 0 0 10176.0 0
otherShopTransCnt
1 15
2 14
3 5
4 7
5 17
6 13Summary
summary of the dataset
distCode distName officeCode officeName
Min. :532 Length:16970 Min. :532001 Length:16970
1st Qu.:539 Class :character 1st Qu.:539021 Class :character
Median :926 Mode :character Median :926013 Mode :character
Mean :786 Mean :786067
3rd Qu.:934 3rd Qu.:934022
Max. :982 Max. :982012
shopNo month year noOfRcs noOfTrans
Min. :1407001 Min. :2 Min. :2021 Min. : 1.0 Min. : 1
1st Qu.:2110003 1st Qu.:2 1st Qu.:2021 1st Qu.: 278.0 1st Qu.: 280
Median :2913002 Median :2 Median :2021 Median : 389.0 Median : 390
Mean :2919816 Mean :2 Mean :2021 Mean : 431.4 Mean : 433
3rd Qu.:3722023 3rd Qu.:2 3rd Qu.:2021 3rd Qu.: 522.0 3rd Qu.: 524
Max. :4612012 Max. :2 Max. :2021 Max. :4276.0 Max. :4277
riceAfsc riceFsc riceAap wheat
Min. : 0 Min. : 0 Min. : 0.000 Min. : 0.00
1st Qu.: 560 1st Qu.: 5023 1st Qu.: 0.000 1st Qu.: 0.00
Median : 875 Median : 7068 Median : 0.000 Median : 0.00
Mean :1034 Mean : 8137 Mean : 2.251 Mean : 76.36
3rd Qu.:1295 3rd Qu.: 9780 3rd Qu.: 0.000 3rd Qu.: 0.00
Max. :9765 Max. :84612 Max. :360.000 Max. :5261.00
sugar rgdal kerosene totalAmount
Min. : 0.00 Min. :0 Min. : 0.000 Min. : 24
1st Qu.: 0.00 1st Qu.:0 1st Qu.: 0.000 1st Qu.: 6125
Median : 15.00 Median :0 Median : 0.000 Median : 8524
Mean : 19.01 Mean :0 Mean : 7.344 Mean : 10219
3rd Qu.: 29.00 3rd Qu.:0 3rd Qu.: 0.000 3rd Qu.: 11753
Max. :269.00 Max. :0 Max. :910.000 Max. :113359
salt otherShopTransCnt
Min. :0.000000 Min. : 0.0
1st Qu.:0.000000 1st Qu.: 11.0
Median :0.000000 Median : 33.0
Mean :0.001473 Mean : 112.3
3rd Qu.:0.000000 3rd Qu.: 141.0
Max. :8.000000 Max. :2330.0 Scale the dataset
riceAfsc riceFsc riceAap
[1,] 0.3913026 1.96827251 -0.1706225
[2,] -0.5816934 0.34732395 -0.1706225
[3,] -0.6280265 -0.62292125 -0.1706225
[4,] -0.7206928 -0.15580919 0.5873326
[5,] 5.1636161 1.47559710 -0.1706225
[6,] 0.2986363 0.05683137 -0.1706225clustering
Within Sum of Square
Elbow plot for type b
kmeans
K-means clustering with 3 clusters of sizes 13537, 3247, 186
Cluster means:
riceAfsc riceFsc riceAap
1 -0.3268274 -0.2899499 -0.09377439
2 1.3311627 1.1665827 -0.05717437
3 0.5482659 0.7374076 7.82295215
Clustering vector:
[1] 2 1 1 1 2 1 1 2 1 2 1 2 1 1 2 2 2 1 1 1 2 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1
[37] 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1
[73] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 2 3 2 2 1 3 3 1 1 3 1 2 2 2 2 1
[109] 2 2 1 1 2 2 1 2 2 2 1 2 2 2 1 2 2 1 2 2 2 1 1 2 2 2 2 2 1 1 1 2 2 1 1 1
[145] 1 2 2 1 2 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 2 1 1 2 1 1 1 2
[181] 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 2 2 2 1 2 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2
[217] 2 2 2 2 1 2 1 1 1 2 2 2 1 1 1 1 1 2 2 2 2 1 1 2 2 2 2 1 1 1 1 1 1 1 1 1
[253] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1
[289] 1 2 1 1 1 1 1 1 1 1 2 1 2 1 1 2 1 2 2 1 1 1 2 2 2 1 1 1 1 1 1 1 1 2 1 2
[325] 1 1 2 2 2 2 1 3 2 2 2 3 3 1 2 1 2 1 2 1 1 1 2 2 2 2 1 1 2 1 1 1 1 1 1 1
[361] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 2 1 1 1 1 1 3 1 1 1 1 3 1 1 1
[397] 1 1 1 3 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 3 1 3 1 1 1 3 1 2 1 1 1 1 3 1
[433] 3 1 3 3 1 3 3 2 3 1 1 1 3 1 1 1 3 1 1 1 3 3 1 3 1 1 1 1 1 1 1 2 1 1 1 2
[469] 3 1 2 2 1 1 1 1 2 1 3 2 1 1 3 1 1 1 1 1 3 3 1 2 2 1 1 1 3 1 1 1 3 1 1 1
[505] 3 2 1 1 2 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[541] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 3 1 1 1 2 1 1
[577] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 2 1 1 1 1 1
[613] 1 1 1 1 3 1 3 1 1 1 3 3 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[649] 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 1
[685] 1 1 1 1 1 2 1 2 1 1 2 1 1 1 1 1 3 2 2 2 2 1 1 1 1 1 1 2 1 2 1 2 2 2 1 1
[721] 1 2 1 1 2 1 1 2 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 3 1 1 1 2 2 1
[757] 1 1 2 1 2 2 1 1 1 1 2 2 1 1 2 1 1 1 1 2 1 1 2 1 2 2 2 1 1 1 1 2 1 2 1 1
[793] 1 1 1 2 1 1 1 3 1 1 3 1 2 3 2 1 1 1 2 1 1 1 2 2 2 2 2 1 1 1 1 2 2 2 2 2
[829] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 2 1
[865] 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 2 1 1 1 2 1 2 1 1 2 2 2 2 2
[901] 2 2 1 2 1 1 1 1 1 2 2 1 2 1 1 2 2 1 2 2 2 2 2 2 1 2 1 2 2 1 2 2 1 1 2 2
[937] 2 2 2 1 1 2 2 2 1 1 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[973] 1 1 1 1 2 1 1 3 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 2 1 1
[1009] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1
[1045] 1 1 1 1 2 2 2 1 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1081] 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1117] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1
[1153] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1
[1189] 1 2 2 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 2 2 2 1 2 1 1 1 1 1 1 1 1
[1225] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[1261] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 2 1 1 1 2 2 1 1 1 2
[1297] 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[1333] 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1
[1369] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1
[1405] 1 1 1 2 1 1 1 1 1 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1441] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1
[1477] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1513] 2 2 2 2 1 2 2 1 2 2 1 2 1 1 2 1 2 1 1 1 2 2 1 1 1 2 2 1 2 2 2 2 1 1 1 2
[1549] 2 2 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 1 1 2 1 2 1 2 2 1 2 2 2 2 2 2 2 1 2
[1585] 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1
[1621] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1657] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1
[1693] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1729] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 1 2
[1765] 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 2 1 1 1
[1801] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[1837] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1873] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1
[1909] 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1945] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[1981] 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1
[2017] 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 2 2 1 1 1 2 1 2 1 2 1 1 1 1 2 1 1 1 1 1 2
[2053] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1
[2089] 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 3 3 3 3 1 2 3 1 3
[2125] 3 3 3 3 3 3 3 1 3 3 3 3 3 3 1 1 3 3 3 3 3 3 2 3 3 3 3 3 3 3 3 3 3 3 3 3
[2161] 3 3 3 3 3 3 3 2 3 3 3 3 1 3 1 1 3 1 3 3 3 3 3 3 1 2 2 2 2 1 2 2 2 2 2 1
[2197] 2 2 1 2 2 1 1 2 1 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2 2 2
[2233] 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 2 2 2
[2269] 1 2 1 1 1 1 2 2 1 1 2 1 1 1 2 1 1 1 2 1 2 1 1 2 2 1 1 2 2 2 1 1 1 2 1 1
[2305] 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 1 2 1 2 1 2 2 2
[2341] 2 2 2 2 2 2 1 1 2 2 1 2 1 2 2 2 2 2 1 2 2 1 1 1 2 1 2 1 1 2 1 1 2 1 1 1
[2377] 1 1 1 1 1 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 2 1 2
[2413] 2 1 1 1 2 2 2 1 1 1 1 2 2 1 2 2 2 2 2 2 2 1 2 1 1 1 2 2 2 2 2 1 1 1 1 1
[2449] 1 1 1 1 1 2 1 1 1 2 1 1 2 1 1 2 1 2 1 2 2 2 2 1 1 1 2 1 2 1 2 2 1 2 2 2
[2485] 1 2 2 2 2 2 1 2 2 2 2 1 2 2 2 2 2 1 1 2 2 2 1 2 2 2 2 1 1 2 1 1 1 1 1 1
[2521] 1 2 1 2 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 2 2 2 1 2 1 2 1 1 2 1 1 1
[2557] 2 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2 2 1 2 2 1 1 2 2 2 2 1 1 2 2 2 2 1 1 2 2
[2593] 1 1 1 2 1 1 1 2 2 1 2 1 1 2 1 1 2 1 2 1 2 2 2 2 1 1 1 2 2 2 2 2 2 2 2 2
[2629] 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 2 2 2 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2
[2665] 2 2 2 2 2 2 1 1 2 2 1 2 2 2 2 1 2 2 2 1 1 2 2 1 2 2 2 2 2 2 2 2 2 1 2 2
[2701] 2 2 2 1 1 2 1 2 1 1 2 1 2 2 2 2 2 1 2 2 2 2 1 2 1 1 2 2 1 1 1 2 2 2 2 2
[2737] 2 2 2 2 2 2 2 2 1 1 1 2 2 2 2 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
[2773] 2 2 2 1 2 2 2 2 2 2 2 2 1 1 2 2 1 1 1 1 2 1 2 1 2 1 2 1 2 2 1 2 1 2 2 2
[2809] 1 2 2 1 2 2 2 2 2 2 1 1 2 2 1 2 1 1 2 2 1 2 2 2 2 2 2 2 1 2 2 1 2 2 2 2
[2845] 1 2 2 2 1 1 2 2 1 1 1 1 1 1 2 2 2 2 1 2 1 2 2 2 2 1 2 2 1 1 1 2 2 1 2 1
[2881] 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 2 1 2 2 1 1 2 1
[2917] 1 2 1 1 2 2 1 1 1 2 1 2 2 1 2 1 2 1 1 1 1 1 2 1 2 1 1 1 1 1 1 2 1 1 1 1
[2953] 2 1 1 2 1 1 2 2 1 2 1 1 2 1 1 1 1 1 1 2 2 2 2 2 1 1 1 1 2 1 2 1 2 1 1 2
[2989] 1 1 2 2 1 2 2 2 1 2 2 2 2 1 2 1 1 2 1 1 1 1 1 1 2 1 1 2 1 2 2 1 2 1 1 2
[3025] 2 2 2 2 1 1 2 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 2 2 1 1 2 1 1
[3061] 1 1 1 1 2 2 2 2 1 1 1 2 2 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 2 2 1 2 1 2
[3097] 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[3133] 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 2 1 1 1 1 1 1 1 1 2 1 1
[3169] 2 1 1 1 1 1 1 1 1 1 2 1 1 1 2 2 1 2 1 2 2 1 2 2 1 1 1 2 1 2 1 1 2 2 1 1
[3205] 1 1 1 1 1 1 1 1 2 1 1 1 2 1 2 1 1 2 1 1 1 2 1 1 2 1 1 1 1 1 1 1 2 1 1 1
[3241] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[3277] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 2 2 2 2 1 2 1 2 1 2 1 2 2 2 2
[3313] 1 2 1 2 1 1 1 1 1 1 2 2 2 2 1 1 2 2 2 1 2 2 2 2 2 1 1 1 1 2 2 2 2 1 1 1
[3349] 2 2 1 1 2 2 1 1 1 1 1 1 2 1 1 2 2 2 1 1 1 2 1 2 1 2 2 1 1 2 2 2 2 1 1 2
[3385] 2 2 2 2 1 2 2 2 2 1 2 2 2 1 1 1 1 1 2 2 2 2 1 1 2 2 1 2 1 2 2 1 2 1 2 2
[3421] 1 2 2 1 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 1 2 1 2 2 2 1 1 2 2 1 1 1 1 2 1 1
[3457] 2 2 2 1 2 2 2 2 1 1 2 1 2 1 1 1 2 2 1 1 1 2 2 2 2 1 1 1 1 1 1 1 2 2 2 2
[3493] 1 2 1 2 2 2 1 2 1 2 2 2 2 2 1 1 1 1 1 2 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[3529] 1 1 1 1 1 1 1 2 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[3565] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 1 1 1 1 1
[3601] 1 2 2 2 2 2 2 2 1 2 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 1 1 2 2 2 1 1 1 1 2 2
[3637] 1 1 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1
[3673] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 1 2 2 1 2 1 1 1 1 1 1 1
[3709] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[3745] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[3781] 1 1 2 1 1 1 1 1 1 2 2 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 2 2 1 2 1
[3817] 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[3853] 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[3889] 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1
[3925] 1 1 2 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 2 2 2 1 2 1 2 1 1 1 2 1 1
[3961] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1
[3997] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4033] 1 1 2 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 1 2 1 2 2 1 2 1 1 1 1 1 1 1
[4069] 1 2 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4105] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[4141] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 2 1 2 1 2 1 1 2 2 1 1 2 2 1
[4177] 2 2 1 1 2 2 2 1 2 1 1 1 1 2 2 2 2 2 2 1 2 2 1 1 1 2 1 2 1 1 2 1 2 1 1 1
[4213] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 2 2 2 1 1 1 1 1 1 1 1 1
[4249] 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 1 1 1 1 1
[4285] 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4321] 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1
[4357] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4393] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4429] 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[4465] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1
[4501] 1 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2
[4537] 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4573] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4609] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4645] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4681] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4717] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2
[4753] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4789] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4825] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4861] 1 1 1 1 1 1 1 1 2 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4897] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4933] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[4969] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 2 1 1 2 2 2 1 1 1 1
[5005] 2 1 2 2 1 1 1 1 1 2 2 2 1 2 1 1 1 1 1 1 1 1 2 1 2 2 1 2 1 2 2 2 2 2 2 1
[5041] 2 1 2 2 2 1 1 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 1 1 2 2 1 2 2 2 1 2 1 2 2 2
[5077] 1 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[5113] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1
[5185] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5221] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5257] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 1 1 2 1 2 2 2 1 1 1 1
[5293] 1 1 1 2 2 1 1 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[5329] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 2 2 2 1 1 1 1
[5365] 1 1 1 2 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1
[5401] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5437] 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5473] 1 1 2 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 2 1 1
[5509] 1 2 2 2 1 2 1 2 1 1 1 1 1 2 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1
[5545] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[5581] 1 1 1 1 1 2 2 1 1 1 2 2 1 1 1 2 1 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1
[5617] 1 1 1 1 1 1 1 2 2 1 2 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 2 2
[5653] 2 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 2 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1
[5689] 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 2 2 2 1 2 1 2 2 2 2 2 1
[5725] 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2
[5761] 1 1 2 1 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 2 2 2 1 2 1 1 1 1 1 2 1 1 1 1 1
[5797] 1 1 1 1 1 1 2 1 2 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 2 2 1 2 1 1 2
[5833] 1 1 1 1 1 2 1 1 1 1 2 1 2 1 2 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 2 2 1
[5869] 1 2 1 1 1 1 2 1 2 1 2 1 1 1 1 1 1 2 1 2 2 1 2 2 2 2 1 2 2 1 1 2 1 2 1 1
[5905] 1 2 1 2 1 1 1 2 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 1 2 1 2 2 1 1 1 1 1 1
[5941] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 2
[5977] 1 1 1 2 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[6013] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6049] 2 1 1 2 1 2 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 2 2 1 1
[6085] 1 1 1 1 2 1 1 2 1 1 2 2 1 2 1 1 1 1 2 1 1 1 2 1 1 2 1 1 2 1 1 1 2 1 1 1
[6121] 1 2 1 1 2 1 1 1 1 1 1 2 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1
[6157] 1 1 1 1 2 1 2 2 1 2 2 1 1 1 1 2 1 1 2 1 2 1 1 1 1 1 1 1 1 2 2 1 2 1 2 2
[6193] 1 2 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 1 1 2 1 2 2 2
[6229] 1 2 1 2 2 2 2 1 1 1 1 1 1 1 2 1 1 2 1 2 1 1 1 1 2 2 2 1 1 1 2 2 1 1 1 1
[6265] 1 1 2 1 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 2 2 2 1 2 2
[6301] 2 2 1 2 1 2 1 2 2 1 2 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1
[6337] 1 1 2 1 1 1 1 1 1 2 1 2 1 1 1 1 2 2 2 2 1 2 1 2 2 1 2 1 2 2 2 2 2 2 2 1
[6373] 2 2 1 2 1 1 2 1 1 1 1 2 2 1 1 1 2 1 1 2 1 1 2 2 2 1 2 1 1 1 1 1 2 1 1 2
[6409] 1 2 2 2 2 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1
[6445] 1 1 2 1 1 1 1 2 1 1 1 1 2 1 1 2 1 1 2 1 1 1 1 2 2 2 1 1 2 2 1 2 1 2 2 1
[6481] 1 2 2 1 1 1 2 2 1 2 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1
[6517] 2 1 1 1 1 1 1 2 1 2 1 2 1 1 1 2 1 1 1 1 2 1 2 1 1 1 1 2 1 2 1 1 1 1 2 2
[6553] 1 2 1 1 2 1 1 1 1 2 1 1 1 1 2 2 2 2 2 2 1 2 2 2 2 1 2 1 2 1 1 2 1 2 2 1
[6589] 1 1 1 1 2 1 2 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6625] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6661] 1 1 2 2 2 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 1 1 1 1 2 2 2 1 2 2 1 1 1 1 1 1
[6697] 1 1 1 3 1 1 1 1 2 1 1 1 1 2 1 1 1 2 1 2 1 1 2 2 1 1 1 2 1 1 1 1 1 1 1 1
[6733] 1 1 1 1 1 1 1 1 2 2 1 1 1 2 1 2 2 1 1 2 1 2 1 1 1 2 1 2 1 2 2 1 1 2 1 2
[6769] 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6805] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6841] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6877] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[6913] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 1 2 1 1 1 2 2 1 1 1 1 1 2 1
[6949] 1 1 1 1 1 1 1 1 2 2 1 1 2 1 1 1 2 1 1 2 2 1 1 2 1 2 1 1 1 2 1 2 1 1 1 2
[6985] 1 1 2 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1
[7021] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2
[7057] 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 2 1 1
[7093] 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 2 1 1 1 2
[7129] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1
[7165] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1
[7201] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7237] 1 1 1 2 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7273] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7309] 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 2 1 1
[7345] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7381] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7417] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1
[7453] 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 2 2 1 1
[7489] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7525] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7561] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2
[7597] 1 2 1 1 2 2 1 1 2 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2
[7633] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7669] 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7705] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1
[7741] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 2 2 1 1 1 1 1 1 1
[7777] 1 1 2 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2
[7813] 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7849] 1 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[7885] 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1
[7921] 1 1 1 1 1 2 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 2 2 1 1
[7957] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1
[7993] 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[8029] 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[8065] 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[8101] 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 3 1 3 3 1 1 1 1 1 1 1 1 1 2 2 1 2 1 1 2
[8137] 2 1 1 1 1 1 1 1 1 1 2 1 2 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[8173] 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[8209] 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 2 2 1 2 2 1 1 1 1 1 1 1 1 1 1 2
[8245] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 1
[8281] 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 2 1 2 1 1 1 1 2
[8317] 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1
[8353] 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 2 2 2 1 2 1 1 1 1 1 1 1 2 1 1 2 1 1 1
[8389] 2 2 1 2 1 2 1 1 2 1 2 1 1 1 1 1 1 1 2 2 2 2 1 1 1 1 2 1 2 1 1 1 1 3 3 1
[8425] 3 1 1 3 3 1 3 3 3 3 3 3 3 3 3 3 3 3 3 1 3 1 3 1 3 1 3 1 1 1 2 1 1 2 1 1
[8461] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1 2 3 1 1 1 1 3 1 3
[8497] 1 1 1 1 3 1 1 1 1 3 1 1 1 1 2 1 2 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1
[8533] 1 1 1 1 1 1 1 2 1 1 1 1 2 2 2 2 1 1 1 2 1 2 2 1 2 1 2 1 1 1 1 2 1 2 1 1
[8569] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 2 2 2 1 1
[8605] 1 1 1 1 1 1 1 1 1 1 3 3 1 3 1 3 3 3 3 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1
[8641] 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1
[8677] 1 1 1 1 1 3 3 3 1 3 1 1 3 3 3 1 1 1 1 3 1 3 3 1 3 1 3 1 3 3 1 1 1 2 1 1
[8713] 2 1 1 1 2 1 1 2 1 1 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 2 1 1 1 1
[8749] 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 2 1 1 2 1 2 2 2 1 1 2 2
[8785] 2 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 2 1 1 2 2 1 1 1 2 2 1 1 1 2 1 2 1 1 1 1
[8821] 2 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 2
[8857] 1 1 2 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2
[8893] 2 2 1 1 2 2 2 1 1 1 2 1 2 1 1 2 1 1 1 2 1 1 2 2 2 2 1 1 1 1 1 2 1 1 2 1
[8929] 2 1 2 2 2 1 1 1 1 1 2 2 2 2 1 2 2 1 1 2 1 1 1 2 2 1 1 1 1 1 1 1 2 2 1 1
[8965] 2 1 1 1 2 1 2 2 1 2 1 1 2 1 1 2 1 2 1 1 1 1 2 2 2 1 2 2 1 2 1 2 1 2 1 1
[9001] 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 2 1 2 2 1 2 2 1 1 1 2 1 2 2 1 2 2 2 2
[9037] 2 1 2 2 2 2 2 1 2 2 1 1 1 2 2 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1
[9073] 1 1 1 1 2 2 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 2 1 2 1 1 2 1 1 1 1 1 1 1 1 2
[9109] 2 1 1 2 1 2 2 2 2 1 1 2 2 1 1 2 2 1 1 1 1 2 2 2 1 1 1 2 1 1 1 1 1 1 1 1
[9145] 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1
[9181] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9217] 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1
[9253] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9289] 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9325] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9361] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9397] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9433] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9469] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1
[9505] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9541] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9577] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9613] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[9649] 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1
[9685] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 2 1 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1
[9721] 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1
[9757] 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[9793] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 1 2 2 2 2 2 2 2 2 1 1
[9829] 1 1 2 2 1 2 1 1 1 2 1 1 1 1 2 2 1 1 1 2 2 1 2 2 2 1 1 1 1 2 1 1 1 1 1 1
[9865] 2 2 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[9901] 1 2 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 2 1 2 2 1 1 1 2 2 2 1 2 1 2 1 1 1 1
[9937] 2 2 2 2 2 1 1 1 2 2 2 1 1 1 2 1 1 1 1 2 2 1 1 2 1 2 1 2 1 2 1 1 1 3 2 2
[9973] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 3 1 2 1 3 3 1 1 3 1 1 3 1 1 1 1 1 1 1 1 1
[10009] 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 2 1 1 1 1 1 2 1 1 1 1 1 1
[10045] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 2 1 2 2 2 1 1 1 1 2 1 1 1 1 2
[10081] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1
[10117] 1 1 1 1 1 1 2 1 3 2 1 2 1 2 1 3 1 2 2 1 1 1 1 1 2 1 2 2 2 1 2 2 2 1 1 1
[10153] 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 2 2 1 1 2 2 2 1 1 1 1 2 1 1 2 2 2 2 1 2 1
[10189] 1 2 1 1 2 1 1 1 2 2 2 1 1 2 2 2 2 2 1 1 1 1 1 2 1 1 1 2 2 1 2 1 1 1 2 1
[10225] 1 1 1 1 1 1 2 2 2 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 2 2 2 1 1 1 1 2 1 2 2 2
[10261] 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 2 1 2 2 2 1 2 1 1 2 2 1 1 1 1 2 1 2 1 2 1
[10297] 2 2 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1
[10333] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 2 1 1 1 2 1 1 1 1 1 1 1
[10369] 1 1 1 1 1 1 1 1 2 2 1 2 1 2 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2
[10405] 2 2 2 2 2 1 1 1 1 1 2 1 2 1 2 2 2 1 1 1 1 2 1 1 1 2 2 2 1 1 1 1 2 2 2 1
[10441] 2 1 1 2 2 2 2 1 1 1 1 1 2 1 1 2 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1
[10477] 1 2 1 1 2 2 2 2 2 1 1 1 2 2 2 1 2 2 2 1 1 1 1 1 2 2 1 2 2 1 2 2 2 2 2 2
[10513] 2 2 2 1 1 2 2 2 2 2 1 2 2 2 2 2 2 2 1 2 2 2 1 1 2 1 1 1 1 1 2 2 1 1 1 1
[10549] 2 2 2 1 1 2 1 1 1 2 2 1 2 1 1 1 1 2 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2
[10585] 2 1 1 1 1 1 1 1 2 1 1 2 2 1 1 1 2 2 2 1 2 2 1 2 1 1 1 1 2 1 1 2 2 1 1 2
[10621] 2 1 2 2 2 2 1 2 1 2 2 2 2 1 2 1 2 1 1 2 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2
[10657] 2 2 2 2 1 2 2 2 2 2 2 2 2 1 2 1 1 2 1 2 2 1 2 1 1 1 2 1 1 2 2 2 2 1 2 2
[10693] 2 2 2 1 1 1 2 1 2 1 2 1 1 2 1 1 1 2 2 2 2 1 2 1 1 2 1 2 2 2 1 2 2 2 1 1
[10729] 2 1 2 1 1 2 1 2 2 1 2 2 1 1 1 2 1 2 1 2 2 2 1 2 2 2 1 1 1 2 1 1 1 1 1 1
[10765] 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2
[10801] 1 1 1 1 1 1 1 1 2 1 2 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1
[10837] 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2
[10873] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1
[10909] 2 1 2 1 1 2 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1
[10945] 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 1 1 1 1 1
[10981] 1 1 1 1 2 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 1 1 1 1 1 1 1
[11017] 1 2 2 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 2 2 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1
[11053] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 2 1 2 2 2 1
[11089] 1 1 2 1 1 1 2 2 1 1 1 1 2 1 2 1 1 1 2 2 1 1 1 1 1 1 1 2 2 1 1 1 1 2 1 1
[11125] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1
[11161] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11197] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1
[11233] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11269] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11305] 1 1 1 1 1 1 1 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11341] 2 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11377] 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11413] 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 2 2
[11449] 2 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[11485] 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1
[11521] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 2 2 1 2 2 1
[11557] 2 2 2 1 2 2 2 2 1 2 1 2 2 2 2 2 1 2 2 2 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1
[11593] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 2 1 1 1 2 1 2 1 1 1 1 1 1
[11629] 1 3 1 2 1 2 1 1 2 1 1 1 2 1 1 2 1 2 1 1 1 1 2 1 2 2 1 1 1 1 1 2 2 1 1 2
[11665] 1 1 1 1 2 1 2 1 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1
[11701] 1 1 1 2 1 2 2 2 1 2 1 1 2 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1
[11737] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2
[11773] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11809] 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 1
[11845] 2 2 1 1 2 2 1 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 2 2
[11881] 1 1 2 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[11917] 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[11953] 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1
[11989] 1 1 2 2 1 1 2 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1
[12025] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[12061] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1
[12097] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 2 1 1 1 1 2 1 1
[12133] 2 1 2 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 1 2 1 1 2 2 1 1 2 2 1
[12169] 1 1 2 2 2 2 2 2 2 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1
[12205] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1
[12241] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 2 2 2 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1
[12277] 1 1 1 1 3 1 1 1 2 3 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12313] 1 1 2 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2
[12349] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 1 1 1 2 2 1 2 1 1 1 1
[12385] 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12421] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 1 2 1 2 1 1 1 1 1 1 1 2 1 1
[12457] 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1
[12493] 1 1 1 1 1 1 1 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12529] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2 2 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1
[12565] 1 1 1 1 1 1 2 1 1 1 1 2 1 2 2 1 1 2 2 2 1 1 2 1 1 2 1 1 2 2 1 1 1 1 1 1
[12601] 1 1 2 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 1 1 1 1 1
[12637] 1 1 1 1 2 2 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[12673] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2
[12709] 1 1 2 2 1 1 2 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[12745] 1 1 1 1 1 2 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 2
[12781] 1 2 1 2 2 2 1 2 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12817] 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2
[12853] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1
[12889] 1 1 1 1 2 1 2 2 2 1 2 2 2 2 1 2 2 1 2 1 2 1 1 2 2 1 1 1 1 2 1 2 1 1 2 2
[12925] 1 2 2 2 2 2 2 1 2 2 2 2 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12961] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[12997] 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 2 2 2 1 1 1 1 1 1 2 1 2 1 2 1 2 2 2 2
[13033] 2 2 2 2 2 1 1 1 1 1 1 1 1 2 1 2 2 2 2 2 2 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[13069] 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1
[13105] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13141] 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13177] 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13213] 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2 2 2 2 2 2 1
[13249] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[13285] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 2 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1
[13321] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13357] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13393] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13429] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[13465] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 3 3 1
[13501] 1 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13537] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13573] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13609] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13645] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13681] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13717] 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[13753] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1
[13789] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 2 2 2 2 2 3 2
[13825] 2 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 2
[13861] 2 1 2 1 1 1 1 1 1 1 2 1 1 1 2 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[13897] 1 2 2 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 2 1 2 2 2 1 1 1 1 1 2 1 2 1 1 1
[13933] 2 2 1 2 2 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1
[13969] 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1
[14005] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2
[14041] 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14077] 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14113] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14149] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 2 2 1 1 2 2 2 2 2 1 1 2 2
[14185] 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14221] 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14257] 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14293] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14329] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1
[14365] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14401] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14437] 1 1 1 1 1 2 1 2 2 2 1 1 2 2 2 1 1 1 1 1 1 1 2 1 2 2 2 1 2 2 1 2 2 2 2 2
[14473] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14509] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2
[14545] 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 2
[14581] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 2 2 1 1 2 2 1 1 1 2 2 1 2 2 1 1
[14617] 2 1 2 1 1 1 2 2 2 2 1 1 1 2 2 2 2 1 2 2 1 1 1 2 1 2 2 2 2 2 1 2 1 2 1 1
[14653] 1 2 2 2 1 2 2 2 1 2 2 1 2 1 1 1 1 1 1 1 2 1 1 2 1 1 1 2 2 1 2 1 1 2 2 1
[14689] 1 1 1 2 1 1 2 1 2 2 1 1 2 1 1 1 1 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1
[14725] 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 2 2 1 1 2 2 1 1 2 1 2 1 2 1
[14761] 1 1 1 1 2 1 1 1 2 1 1 1 2 2 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 2
[14797] 1 1 1 2 1 1 1 2 2 1 1 2 2 1 1 2 2 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1
[14833] 1 2 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 2 1 1 1 1
[14869] 1 1 2 1 1 1 2 1 1 2 1 1 1 1 2 1 1 2 1 1 2 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1
[14905] 2 2 2 2 1 1 1 2 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[14941] 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 2 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 2 1
[14977] 1 2 1 1 1 1 1 1 1 1 1 3 1 1 2 1 1 1 1 2 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1
[15013] 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15049] 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 1 2 1 1 1 1 2 1 1 2 2 1 2 1 2 1
[15085] 1 1 1 1 2 1 1 2 2 1 2 1 1 2 1 2 1 1 1 2 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1
[15121] 1 1 1 1 2 2 1 1 1 1 2 1 2 2 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1
[15157] 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1
[15193] 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2
[15229] 1 1 1 1 1 2 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15265] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1
[15301] 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1
[15337] 2 1 2 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15373] 1 1 1 1 1 2 2 1 2 2 1 1 1 1 2 1 1 1 1 2 1 1 2 2 1 1 1 2 1 1 1 1 1 1 1 1
[15409] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 2 1 1 1 1 1 2 2 1
[15445] 2 1 1 1 1 2 2 2 1 2 2 2 2 1 1 1 2 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1
[15481] 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 3 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15517] 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15553] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15589] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15625] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15661] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1
[15697] 1 1 1 1 1 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 1 1
[15733] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1
[15769] 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1
[15805] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15841] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15877] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15913] 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15949] 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[15985] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16021] 1 1 1 1 1 1 2 1 1 1 2 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1
[16057] 1 1 1 1 1 1 2 2 2 2 2 2 2 2 2 2 2 2 2 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16093] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 2 1 1 2 2 1 1 1 1 1 1
[16129] 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16165] 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1
[16201] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16237] 2 1 1 1 1 1 2 2 2 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16273] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1
[16309] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16345] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 2 1 1 1 2 1 1 1 1 1
[16381] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16417] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16453] 2 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16489] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 2
[16525] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16561] 1 1 1 1 1 1 1 2 1 1 2 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16597] 1 1 1 1 1 1 1 2 2 1 1 2 2 2 1 1 1 1 2 1 2 1 2 1 1 1 2 2 2 1 1 1 1 1 1 1
[16633] 1 1 1 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1
[16669] 1 1 1 2 2 2 1 1 1 1 1 1 1 2 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 1 1 2 1 2
[16705] 2 1 1 2 2 1 1 2 2 1 2 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
[16741] 1 1 1 2 1 1 1 1 1 1 1 1 2 1 1 1 1 1 2 2 1 1 2 1 1 1 1 1 1 1 2 1 1 1 1 2
[16777] 1 1 1 1 1 2 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 2 1 1 1 1 1 1 1 1
[16813] 2 1 1 1 1 1 1 1 2 1 2 1 2 1 1 1 2 1 1 2 2 2 1 2 1 1 1 1 1 2 1 1 1 1 1 1
[16849] 1 1 1 2 1 1 1 1 1 1 1 1 1 2 1 1 2 2 1 1 2 2 1 1 1 1 2 1 1 2 1 1 1 1 2 1
[16885] 2 1 2 2 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 2 1 1 1 1 1 2 1 2 1 1 1 1 1 1 1 1
[16921] 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 2 1 1 1 1 1 1 1 1 1 1 1
[16957] 1 1 1 2 1 1 2 2 2 1 2 1 1 1
Within cluster sum of squares by cluster:
[1] 9574.238 13345.710 3560.815
(between_SS / total_SS = 48.0 %)
Available components:
[1] "cluster" "centers" "totss" "withinss" "tot.withinss"
[6] "betweenss" "size" "iter" "ifault" riceAfsc Vs riceFsc
riceFsc Vs riceAap
riceAap Vs riceAfsc
Comparing the 3
Clustering the 3 cards
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