Homework 2 - Classification and prediction
Assignment
This assignment contains two tasks. Detailed instructions and the related datasets will be available in Blackboard
Task 1: Boston Housing
This dataset contains information collected by the US Census Bureau concerning housing prices in the area of Boston, Massachusetts. The dataset has 506 cases. Each case contains summary data for a housing tract (neighborhood). It was obtained from the StatLib archive (http:
lib.stat.cmu.edu/datasets
oston).  There are 14 attributes in each case of the dataset. They are:
CRIM      Per capita crime rate by town Â
ZN          Proportion of residential land zoned for lots over 25,000 sq.ft. Â
INDUS     Proportion of non-retail business acres per town. Â
CHASÂ Â Â Â Â Â Charles River dummy variable (1 if tract bounds river; 0 otherwise)Â Â
NOXÂ Â Â Â Â Â Â Â Nitric oxides concentration (parts per 10 million)Â Â
RM         Average number of rooms per dwelling Â
AGEÂ Â Â Â Â Â Â Â Proportion of owner-occupied units built prior to 1940Â Â
DIS        Weighted distances to five Boston employment centers Â
RADÂ Â Â Â Â Â Â Index of accessibility to radial highways Â
TAXÂ Â Â Â Â Â Â Full-value property-tax rate per $10,000Â Â
PTRATIO  Pupil-teacher ratio by town Â
B           1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town Â
LSTAT    % lower status of the population Â
MEDVÂ Â Â Â Â Median value of owner-occupied homes ($000)Â
The median value of owner-occupied homes (MEDV) is believed to be dependant upon all or some of the other thirteen variables
a. Why should the data be partitioned into training and validation sets? For what will the training set be used?
. Fit a multiple linear regression model to the median house price (MEDV) as a function of the other thirteen variables. Please write down the equation for predicting the median house price from the thirteen variable.
c. Fit a multiple linear regression model to the median house price (MEDV) as a function of CRIM, CHAS, and RM. Please write down the equation for predicting the median house price from these three variables.
d. Using the model created in c to answer following question. What median house price is predicted for a tract in the Boston area that does not bound the Charles River, has a crime rate of 0.1, and where the average number of rooms per house is 6?
The deliverables of this task include a WORD document with answers to above questions
Task 2: Charles Book Club (CBC)
A new title, "The Art History of Florence", is ready for release. CBC has sent a test mailing to a random sample of 4,000 customers from its customer base. The customer responses have been collated with past purchase data. The data could be randomly partitioned into 3 parts Training Data : initial data to be used to fit response models, Validation Data : holdout data used to compare the performance of different response models, and Test Data : data only to be used after a final model has been selected to estimate the likely accuracy of the model when it is deployed. The Sample Data are in file - CharlesBookClub.xls . Each row (or case) in the spreadsheet (other than the header) co
esponds to one market test customer. Each column is a variable with the header row giving the name of the variable. The variable names and descriptions are given in Table 1, below.
Table 1: List of Variables in CharlesI.xls
Variable Name
Description
Seq#
Sequence number in the partition
ID#
Identification number in the full
(unpartitioned) market test data set
Gende
O=Male 1=Female
M
Monetary- Total money spent on books
R
Recency - Months since last purchase
F
Frequency - Total number of purchases
FirstPurch
Months since first purchase
ChildBks
Number of purchases from the category:
Child books
Youth
Number of purchases from the category:
Youth books
CookBks
Number of purchases from the category:
Cookbooks
DoItYBks
Number of purchases from the category
Do It Yourself books I
RefBks
Number of purchases from the category:
Reference books (Atlases, Encyclopedias,
Dictionaries)
ArtBks
Number of purchases from the category
Art books
GeoBks
Number of purchases from the category:
Geography books
ItalCook
Number of purchases of book title:
"Secrets of Italian Cooking"
ItalAtlas
Number of purchases of book title:
"Historical Atlas of Italy"
ItalArt
Number of purchases of book title: "Italian Art"
Florence
=1 'The Art History of Florence" was bought, = 0 if not
Â
Identify the target segment of customers to whom you will send the mailers, using Logistic Regression technique of Data Mining; Conduct four trials by selecting variables as follow. For each trial, report the performance information.
1. The full set of 15 predictors as independent variables and "Florence" as the dependent variable,
2. Best subset selection of six variables. Choose six variables that you think are important as independent variables and "Florence" as the dependent variable
3. Change the training data set such that it contains the same number of rows with Florence =1 as those with Florence = 0. Run the full set of 15 predictors as independent variables and "Florence" as the dependent variable
4. For the newly generated training data set, choose six variables that you think are important as independent variables and "Florence" as the dependent variable
5. Select one model from above generated models that you believe to be the best. Apply the model to the test data for prediction, identifying customers who will respond to your mail.
The deliverables of this task include the classification matrix for each of the four models, the worksheet with the test data and the prediction from the model, and answers to following questions.
2. When we cut the size of the training data set such that it contains the same number of rows with Florence =1 as those with Florence =0 , what is the impact of this change on the model accuracy. Please explain why.
3. Please explain your choice of the best model for the identification of why you selected the model you selected for the task of identifying customers who will respond.
4. After using the model for prediction, please sort the "test" worksheet in descending order based on a person's probability of responding. Please report the number of responding customers the model recognizes if we set the cutoff probability at 95%, 75%, and 50%.
Training Data
Seq# ID# Gender M R F FirstPurch ChildBks YouthBks CookBks DoItYBks RefBks ArtBks GeogBks ItalCook ItalAtlas ItalArt Florence Related Purchase
8 79 1 187 14 1 14 1 0 0 0 0 0 0 0 0 0 0 0
9 81 1 252 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
10 90 1 240 6 3 20 0 0 1 0 0 0 0 0 0 0 0 0
11 95 1 275 2 4 20 0 0 1 0 0 0 0 0 0 0 0 0
13 103 1 268 4 1 4 0 0 0 0 0 0 0 0 0 0 1 0
17 125 1 226 14 6 28 2 1 2 0 0 1 0 1 0 0 0 2
19 127 1 330 10 10 38 0 0 2 2 1 1 0 0 0 0 0 1
21 164 1 213 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
24 201 1 57 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
25 202 0 260 34 11 74 0 2 3 5 0 1 0 0 0 0 0 1
27 214 0 177 24 1 24 0 0 0 0 0 1 0 0 0 0 0 1
29 225 1 172 16 1 16 0 0 0 0 1 0 0 0 0 0 0 0
31 257 1 194 28 2 30 1 0 1 0 0 0 0 1 0 0 0 1
34 266 1 319 12 8 32 2 1 1 1 0 0 1 0 0 0 0 1
35 267 1 242 10 5 32 0 0 2 0 1 1 0 0 0 0 0 1
37 277 1 223 16 7 44 2 1 1 1 0 2 0 1 0 1 0 4
40 330 0 211 6 11 44 3 2 2 0 0 2 1 2 0 1 0 6
41 333 1 280 30 2 34 0 1 1 0 0 0 0 1 0 0 0 1
42 340 1 320 28 3 38 0 0 2 0 0 1 0 0 0 0 0 1
44 347 1 105 8 7 40 1 1 1 0 2 0 1 0 0 0 0 1
45 353 0 317 10 3 28 0 0 0 0 0 1 1 0 0 0 0 2
52 409 1 233 30 8 54 0 1 2 2 0 2 1 0 0 0 0 3
53 411 1 210 2 3 20 0 1 0 0 0 0 1 0 0 0 0 1
54 436 0 310 22 5 32 1 1 0 1 0 2 0 0 0 0 0 2
55 438 1 378 10 7 50 0 1 1 1 0 2 1 0 0 0 0 3
56 439 0 305 6 9 40 2 1 1 1 0 2 1 0 0 0 0 3
59 450 1 148 22 3 30 1 0 2 0 0 0 0 0 0 0 0 0
60 453 1 154 10 7 46 0 1 0 1 0 1 3 0 0 0 1 4
67 557 0 274 34 2 40 1 0 0 1 0 0 0 0 0 0 0 0
70 567 1 135 16 8 60 3 1 0 1 0 2 1 0 0 2 0 5
75 594 1 193 16 2 20 1 0 0 0 0 1 0 0 0 0 0 1
77 612 0 277 14 1 14 0 0 1 0 0 0 0 0 0 0 0 0
78 619 1 49 10 2 14 0 0 0 1 0 0 0 0 0 0 0 0
79 625 1 149 6 3 18 0 0 0 0 1 0 0 0 0 0 0 0
80 633 1 294 24 2 30 0 0 1 0 1 0 0 0 0 0 0 0
81 644 1 302 6 5 20 0 0 1 0 0 1 0 0 0 0 0 1
85 687 0 178 26 8 56 1 1 2 0 0 2 2 1 0 1 0 6
86 706 1 128 10 2 16 1 0 0 0 0 0 0 0 0 0 0 0
87 708 0 277 30 11 78 2 0 1 1 2 2 3 0 0 0 1 5
89 721 1 292 32 2 40 0 0 0 1 0 1 0 0 0 1 0 2
93 761 1 141 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
94 764 0 253 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
96 795 1 453 14 12 82 1 1 3 1 3 0 3 1 1 0 0 5
101 850 0 194 12 10 62 3 1 2 1 1 0 1 0 0 0 0 1
102 874 1 274 14 11 68 4 1 2 1 0 1 2 2 0 1 0 6
107 915 1 308 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
108 931 1 166 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
109 940 1 224 28 2 32 0 0 0 1 0 1 0 0 0 1 0 2
118 1011 1 284 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
119 1012 1 268 14 2 18 1 0 0 0 0 1 0 0 0 0 0 1
125 1087 1 60 34 1 34 0 0 0 0 1 0 0 0 0 0 0 0
126 1088 0 98 12 2 16 1 0 0 0 0 0 0 0 0 0 0 0
128 1095 1 312 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
129 1101 1 257 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
132 1121 1 122 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0
134 1131 1 302 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
139 1151 1 244 32 1 32 0 0 1 0 0 0 0 0 0 0 0 0
142 1169 1 265 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
143 1170 0 163 14 1 14 0 0 0 0 0 0 0 0 0 0 0 0
145 1185 1 283 14 9 46 1 2 3 0 2 0 1 2 1 0 0 4
148 1227 1 131 16 1 16 0 0 0 0 0 1 0 0 0 0 0 1
150 1238 0 101 14 4 26 0 2 0 0 2 0 0 0 0 0 0 0
151 1248 1 246 18 1 18 0 0 0 1 0 0 0 0 0 0 0 0
154 1263 1 120 8 5 24 0 0 0 2 0 0 0 0 0 0 0 0
159 1323 0 354 6 10 56 1 3 4 1 0 0 0 0 0 0 0 0
163 1353 1 224 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0
164 1357 0 222 16 2 20 0 1 1 0 0 0 0 1 0 0 0 1
166 1366 1 143 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
167 1371 1 295 32 2 40 2 0 0 0 0 0 0 0 0 0 0 0
170 1406 1 54 12 3 24 1 0 0 0 0 1 0 0 0 0 0 1
172 1442 1 149 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
173 1455 1 364 14 8 54 2 2 2 0 0 1 1 1 0 0 0 3
174 1474 0 86 14 5 40 1 0 0 0 2 2 0 0 0 0 1 2
179 1505 1 43 10 2 16 1 0 0 0 0 0 0 0 0 0 0 0
180 1515 1 158 12 2 14 0 1 0 0 0 0 0 0 0 0 0 0
184 1529 0 206 10 2 16 1 0 0 0 0 0 0 0 0 0 0 0
191 1610 0 391 8 9 48 1 1 2 1 3 0 0 0 0 0 0 0
201 1748 1 203 18 1 18 0 0 1 0 0 0 0 0 0 0 0 0
208 1799 1 90 10 2 14 0 1 0 0 0 0 0 0 0 0 0 0
209 1805 1 292 14 1 14 0 1 0 0 0 0 0 0 0 0 0 0
210 1813 1 226 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
211 1815 1 73 12 2 18 0 1 0 0 0 0 0 0 0 0 0 0
212 1817 0 123 4 2 10 0 0 0 0 0 0 0 0 0 0 0 0
213 1825 1 432 12 11 76 3 2 2 0 0 1 2 0 0 0 0 3
214 1837 1 218 22 1 22 0 0 0 1 0 0 0 0 0 0 0 0
216 1844 1 37 16 2 22 0 0 0 2 0 0 0 0 0 0 0 0
217 1845 1 246 6 9 40 1 2 4 0 1 0 0 0 0 0 0 0
218 1846 0 200 8 3 24 0 1 0 0 0 0 1 0 0 0 0 1
219 1858 1 220 16 3 24 1 0 2 0 0 0 0 1 0 0 0 1
222 1889 1 361 6 6 36 1 0 2 0 0 1 1 1 0 1 1 4
223 1923 0 60 14 4 32 1 1 2 0 0 0 0 1 0 0 0 1
226 1962 0 61 10 3 20 2 0 0 0 0 0 0 0 0 0 0 0
230 2046 1 88 16 1 16 0 0 0 1 0 0 0 0 0 0 0 0
231 2052 1 300 14 1 14 0 0 1 0 0 0 0 0 0 0 0 0
236 2074 1 146 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
238 2081 0 109 14 2 20 0 0 1 0 1 0 0 0 0 0 0 0
239 2096 1 120 14 1 14 0 0 1 0 0 0 0 0 0 0 0 0
243 2121 1 340 12 6 30 2 1 1 0 0 0 1 0 0 0 0 1
244 2124 1 441 10 12 72 2 1 0 2 1 2 3 0 0 0 1 5
245 2171 0 95 8 2 12 0 0 0 0 0 0 0 0 0 0 0 0
246 2172 0 34 10 2 16 1 0 0 0 0 0 0 0 0 0 0 0
247 2183 1 125 32 1 32 0 0 0 0 0 0 1 0 0 0 0 1
250 2198 1 96 26 2 28 0 0 0 0 1 0 1 0 0 0 0 1
251 2203 1 173 20 2 28 0 0 1 1 0 0 0 0 0 0 0 0
253 2213 0 212 16 5 38 1 0 1 2 0 0 1 1 0 0 1 2
255 2227 1 167 18 5 32 1 0 1 3 0 0 0 0 0 0 0 0
256 2238 1 80 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
257 2245 1 318 8 2 10 0 0 0 0 0 0 0 0 0 0 0 0
261 2268 0 40 22 1 22 0 0 0 1 0 0 0 0 0 0 0 0
262 2294 1 121 12 5 32 1 0 0 1 0 0 0 0 0 0 0 0
263 2296 1 384 10 8 46 3 0 1 1 1 1 0 0 0 0 0 1
264 2299 1 90 10 5 38 0 0 2 0 0 0 1 1 0 0 0 2
265 2304 1 107 14 6 36 1 0 2 0 2 0 1 0 0 0 0 1
268 2339 0 329 16 5 36 2 0 1 1 0 1 0 0 0 0 0 1
273 2382 1 305 16 8 60 2 0 0 2 2 0 2 0 0 0 0 2
279 2435 1 285 6 9 56 1 1 2 1 0 0 2 1 0 0 0 3
280 2471 0 208 4 2 8 0 0 0 0 0 0 0 0 0 0 0 0
283 2503 0 90 10 2 14 1 0 0 0 0 0 0 0 0 0 0 0
285 2506 1 347 10 6 28 2 0 1 1 0 0 0 1 0 0 0 1
286 2508 1 188 36 6 62 2 0 2 0 0 1 1 0 0 0 0 2
288 2527 0 415 16 12 68 5 0 0 2 1 1 3 0 0 0 1 4
290 2536 1 142 4 2 6 0 0 0 0 0 0 0 0 0 0 0 0
294 2603 0 166 16 1 16 0 0 0 0 0 0 1 0 0 0 0 1
297 2641 0 210 34 1 34 0 0 1 0 0 0 0 0 0 0 0 0
299 2660 0 212 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
301 2673 1 110 10 6 28 0 2 1 0 1 0 0 0 0 0 0 0
303 2684 1 267 16 2 18 0 0 2 0 0 0 0 0 0 0 0 0
307 2726 1 124 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0
310 2739 1 324 10 2 14 1 0 0 0 0 0 0 0 0 0 0 0
311 2761 1 199 4 10 34 3 0 2 1 2 1 0 0 0 0 0 1
315 2812 0 268 12 7 46 0 0 2 1 1 2 0 1 0 0 1 3
316 2819 1 101 10 2 18 0 1 0 0 0 0 0 0 0 0 0 0
317 2828 1 238 8 4 28 1 0 0 0 1 1 0 0 1 1 0 3
318 2829 1 305 14 8 56 0 1 4 2 0 0 1 0 0 0 0 1
319 2830 0 269 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
320 2846 1 240 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
321 2847 1 218 24 2 30 1 0 1 0 0 0 0 0 0 0 0 0
323 2859 0 285 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
325 2875 0 361 16 11 80 2 1 6 0 2 0 0 0 0 0 0 0
327 2891 0 339 8 7 46 1 1 0 2 1 1 0 0 0 0 0 1
331 2924 0 133 16 3 26 0 1 0 1 1 0 0 0 0 0 0 0
332 2927 1 330 14 6 34 3 0 0 0 3 0 0 0 1 0 0 1
335 2974 1 316 16 3 30 0 0 2 0 0 0 1 0 0 0 0 1
336 2981 1 230 2 12 32 0 4 2 1 0 0 0 2 0 0 0 2
337 2990 1 246 34 2 40 0 0 0 0 0 0 2 0 0 0 0 2
338 2993 0 219 10 6 28 2 0 1 0 0 1 1 1 0 1 1 4
339 3008 1 127 4 2 6 0 0 0 0 0 0 0 0 0 0 0 0
350 3057 1 86 6 1 6 0 0 0 0 0 0 0 0 0 0 0 0
352 3067 0 158 32 2 34 0 0 1 1 0 0 0 0 0 0 0 0
353 3069 1 212 32 2 38 0 0 2 0 0 0 0 1 0 0 0 1
356 3078 1 222 10 2 14 0 0 0 0 0 0 0 0 0 0 0 0
359 3099 0 248 34 7 52 4 0 0 1 1 1 0 0 0 0 0 1
363 3138 1 145 4 2 12 0 0 0 0 0 0 0 0 0 0 0 0
364 3153 1 121 26 1 26 1 0 0 0 0 0 0 0 0 0 0 0
368 3231 1 287 6 9 38 1 1 2 0 0 1 2 0 0 0 0 3
369 3233 1 206 16 2 24 0 0 0 0 0 1 1 0 0 0 0 2
370 3241 0 148 6 1 6 0 0 0 0 0 0 0 0 0 0 0 0
373 3256 1 240 16 11 76 5 1 1 2 1 1 0 0 0 0 0 1
374 3270 1 223 10 6 24 0 0 2 1 1 0 0 0 0 0 0 0
378 3329 1 54 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
379 3338 1 189 14 1 14 1 0 0 0 0 0 0 0 0 0 0 0
383 3375 1 137 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
387 3471 1 329 12 2 14 0 0 1 0 0 0 0 0 0 0 0 0
388 3493 1 198 26 2 30 1 0 0 0 0 1 0 0 0 0 0 1
389 3504 1 252 14 1 14 0 0 0 1 0 0 0 0 0 0 0 0
390 3517 1 379 24 10 60 2 1 1 1 0 2 3 0 0 1 0 6
394 3554 0 232 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
395 3566 1 128 16 2 20 1 0 0 1 0 0 0 0 0 0 0 0
397 3590 1 106 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
405 3662 0 243 10 12 48 1 2 3 1 1 1 1 0 0 0 1 2
407 3669 1 47 2 3 10 0 0 0 0 0 0 0 0 0 0 1 0
408 3670 1 67 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
411 3681 0 354 26 7 42 1 2 2 0 0 0 2 1 0 0 0 3
418 3708 1 273 16 1 16 1 0 0 0 0 0 0 0 0 0 0 0
419 3710 0 163 6 2 14 1 0 0 0 0 0 0 0 0 0 0 0
422 3739 1 43 2 2 4 0 0 0 0 0 0 0 0 0 0 1 0
425 3747 1 94 8 3 26 0 0 0 0 0 0 1 0 0 0 0 1
427 3771 1 217 6 1 6 0 0 0 0 0 0 0 0 0 0 0 0
428 3779 1 193 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
429 3817 1 377 6 12 34 3 1 0 0 0 2 2 0 0 0 1 4
430 3819 1 294 16 3 22 1 1 0 0 0 0 1 0 0 0 0 1
432 3866 0 142 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
436 3887 1 419 10 11 70 3 0 2 0 2 1 2 0 0 0 0 3
437 3913 1 176 20 1 20 0 1 0 0 0 0 0 0 0 0 0 0
440 3943 1 198 8 2 12 0 0 0 0 0 0 0 0 0 0 0 0
441 3945 1 90 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
442 3966 1 122 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0
443 3984 1 356 12 4 26 0 1 2 0 0 0 0 0 0 0 0 0
448 4014 1 284 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
449 4027 1 227 12 6 36 1 0 1 0 1 1 1 0 0 0 0 2
452 4050 1 228 24 12 58 6 0 3 0 0 1 2 1 0 0 0 4
453 4061 1 62 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
454 4073 1 76 22 1 22 0 0 0 1 0 0 0 0 0 0 0 0
455 4083 1 312 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
457 4114 0 193 16 5 34 0 0 1 0 2 1 1 0 0 0 0 2
458 4117 1 56 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
461 4137 0 153 36 2 42 0 1 1 0 0 0 0 0 0 0 0 0
463 4160 1 198 6 1 6 0 0 0 0 0 0 0 0 0 0 0 0
465 4182 0 270 4 2 6 0 0 0 0 0 0 0 0 0 0 1 0
466 4188 1 350 14 5 28 3 0 0 1 0 0 1 0 0 0 0 1
467 4194 0 286 36 1 36 0 0 0 0 0 0 1 0 0 0 0 1
468 4209 0 71 20 2 24 0 0 0 0 0 0 2 0 0 0 0 2
469 4231 1 241 6 2 14 0 0 0 0 1 0 0 0 0 0 0 0
472 4260 1 68 16 2 22 0 0 0 0 1 1 0 0 0 0 0 1
473 4288 1 317 12 9 38 1 1 2 1 1 1 1 0 0 0 0 2
474 4294 1 422 14 9 38 1 0 3 1 1 1 2 0 0 0 0 3
476 4338 0 170 24 2 30 0 0 2 0 0 0 0 1 0 0 0 1
478 4360 0 254 26 1 26 0 0 1 0 0 0 0 0 0 0 0 0
484 4386 1 47 10 2 14 0 0 0 1 0 0 0 0 0 0 0 0
485 4387 1 195 12 2 16 0 0 1 0 0 0 0 0 0 0 0 0
486 4398 1 294 12 12 70 2 3 2 0 1 1 2 1 0 0 1 4
488 4421 0 248 6 2 10 0 0 0 0 0 0 0 0 0 0 1 0
494 4504 1 49 16 2 20 1 0 1 0 0 0 0 0 0 0 0 0
497 4511 1 117 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0
499 4549 0 68 12 4 26 0 1 0 2 0 0 0 0 0 0 0 0
500 4553 1 102 4 2 12 0 0 0 0 0 0 0 0 0 0 0 0
501 4558 1 55 14 2 18 0 0 1 1 0 0 0 0 0 0 0 0
505 4580 1 179 4 3 22 1 0 0 0 1 0 0 0 0 0 0 0
506 4584 1 357 8 5 36 1 0 3 0 0 0 0 0 0 0 0 0
509 4613 1 75 12 2 16 0 0 0 1 0 0 0 0 0 0 0 0
512 4659 0 224 28 12 74 0 2 3 2 1 2 2 0 0 0 0 4
516 4722 1 175 30 2 32 1 0 1 0 0 0 0 0 0 0 0 0
518 4728 1 267 2 4 20 0 0 1 0 0 0 0 0 0 0 1 0
522 4755 0 78 32 2 34 0 0 0 0 0 0 2 0 0 0 0 2
524 4762 1 300 20 7 40 0 1 2 0 1 2 1 0 0 0 0 3
527 4777 0 305 14 5 28 0 0 4 0 0 0 1 0 0 0 0 1
529 4796 1 372 30 11 60 4 1 3 1 1 1 0 1 1 1 0 4
534 4821 1 423 4 9 56 2 0 2 1 1 0 0 0 0 0 0 0
535 4829 1 228 8 10 46 1 0 3 2 0 0 1 2 0 0 0 3
536 4840 1 285 14 2 16 0 0 0 1 1 0 0 0 0 0 0 0
537 4859 1 244 8 2 10 0 0 0 0 0 0 0 0 0 0 0 0
539 4873 1 202 4 9 48 2 0 1 2 0 1 2 0 0 0 0 3
540 4907 1 56 6 2 12 0 0 0 0 0 0 0 0 0 0 0 0
542 4919 1 262 12 11 78 0 0 4 1 1 2 2 0 0 0 0 4
546 4986 1 222 14 3 24 0 2 1 0 0 0 0 1 0 0 0 1
547 5010 1 157 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
548 5015 1 362 14 11 62 2 0 5 3 0 1 0 0 0 0 0 1
550 5025 1 357 18 10 56 4 1 0 1 1 0 3 0 0 0 0 3
551 5030 1 211 4 6 18 0 0 1 0 0 0 0 0 0 0 0 0
557 5050 0 262 28 2 30 0 0 0 0 0 0 2 0 0 0 0 2
560 5077 1 239 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
563 5100 1 188 22 5 48 1 0 1 1 1 0 1 0 0 0 0 1
564 5112 1 338 26 5 40 0 0 2 0 1 1 1 1 1 1 0 5
565 5115 1 394 14 8 48 3 1 1 0 1 1 1 0 0 0 0 2
568 5148 1 199 16 4 30 2 1 0 0 0 0 1 0 0 0 0 1
571 5174 0 172 4 2 8 0 0 0 0 0 0 0 0 0 0 0 0
572 5193 0 181 10 2 16 1 0 0 0 0 0 0 0 0 0 0 0
581 5246 1 423 12 10 34 2 1 2 0 4 0 0 1 1 0 0 2
583 5257 1 305 6 9 24 0 0 4 0 1 1 2 0 0 0 0 3
584 5268 0 400 4 8 44 1 0 2 1 0 1 1 0 0 0 0 2
585 5297 1 124 14 4 32 0 0 2 0 1 0 1 0 0 0 0 1
588 5338 1 282 12 8 60 0 0 2 0 2 1 2 0 0 0 0 3
592 5355 1 108 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
596 5385 1 227 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
599 5424 1 278 26 1 26 0 1 0 0 0 0 0 0 0 0 0 0
600 5431 1 151 16 2 24 1 0 1 0 0 0 0 1 0 0 0 1
601 5442 1 228 14 9 36 0 1 4 1 0 1 2 1 0 0 0 4
602 5445 0 133 2 4 24 0 0 0 0 0 1 0 0 0 0 0 1
605 5452 1 203 18 1 18 0 0 0 0 0 1 0 0 0 0 0 1
606 5453 1 410 4 8 20 0 1 2 0 0 0 1 0 0 0 0 1
607 5454 1 128 20 2 24 1 0 1 0 0 0 0 0 0 0 0 0
608 5485 0 66 10 2 16 0 0 1 0 0 0 0 0 0 0 0 0
611 5543 1 164 4 7 38 1 0 1 0 1 1 0 0 0 0 0 1
612 5549 1 273 8 2 16 0 0 1 0 0 0 0 0 0 0 0 0
613 5557 0 170 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
616 5575 0 84 6 1 6 0 0 0 0 0 0 0 0 0 0 1 0
619 5610 1 297 34 12 94 1 0 7 1 2 1 0 0 0 0 0 1
620 5614 0 145 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
621 5628 0 136 12 2 16 0 1 0 0 0 0 0 0 0 0 0 0
622 5632 1 75 16 1 16 0 0 0 0 0 0 1 0 0 0 1 1
623 5648 1 159 10 3 22 1 0 0 0 0 0 0 0 0 0 0 0
625 5657 0 53 14 1 14 0 0 0 0 0 1 0 0 0 0 0 1
629 5676 1 277 8 1 8 0 0 0 0 0 0 0 0 0 0 0 0
630 5708 1 242 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
631 5711 1 73 6 1 6 0 0 0 0 0 0 0 0 0 0 0 0
641 5765 1 148 4 5 22 0 0 0 0 2 0 0 0 0 0 1 0
644 5777 1 137 18 2 20 1 0 0 0 0 0 1 0 0 0 0 1
645 5778 1 117 34 1 34 0 0 1 0 0 0 0 0 0 0 0 0
646 5783 1 218 10 2 18 0 0 1 0 0 0 0 0 0 0 0 0
647 5795 0 54 20 1 20 0 0 0 0 1 0 0 0 0 0 0 0
651 5824 0 310 12 2 18 1 0 0 0 0 0 0 0 0 0 0 0
653 5838 1 74 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
654 5845 1 238 24 3 36 0 0 0 2 0 0 1 0 0 0 0 1
657 5856 0 295 30 2 34 0 0 0 0 2 0 0 0 0 0 0 0
658 5870 0 81 16 1 16 0 0 0 1 0 0 0 0 0 0 1 0
661 5893 0 159 20 2 24 0 0 0 1 0 1 0 0 0 0 0 1
662 5894 0 287 4 1 4 0 0 0 0 0 0 0 0 0 0 0 0
663 5897 1 194 30 1 30 1 0 0 0 0 0 0 0 0 0 0 0
664 5899 1 98 12 6 38 1 0 2 0 1 0 1 0 0 0 0 1
665 5902 1 351 10 9 62 2 1 2 1 0 2 0 1 0 2 1 5
666 5903 1 156 10 5 34 1 0 1 1 0 1 0 0 0 0 0 1
668 5907 0 160 24 10 50 2 0 1 2 1 1 3 0 0 0 0 4
669 5911 0 215 16 1 16 0 0 1 0 0 0 0 0 0 0 0 0
670 5912 1 399 14 8 48 0 0 2 0 1 2 3 1 1 1 1 8
672 5915 1 303 16 2 22 0 0 1 0 0 1 0 0 0 0 0 1
675 5931 1 32 16 1 16 0 1 0 0 0 0 0 0 0 0 0 0
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1611 13341 0 224 2 12 62 1 0 3 1 3 0 2 0 1 0 0 3
1612 13342 1 373 6 10 54 1 1 2 3 1 0 1 0 0 1 1 2
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1677 13850 1 171 30 11 92 3 1 3 1 1 1 2 0 0 0 0 3
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1798 14836 1 28 16 1 16 1 0 0 0 0 0 0 0 0 0 0 0
1800 14838 1 170 14 2 16 0 0 0 1 0 0 0 0 0 0 0 0
1801 14845 1 235 8 1 8 0 0 0 0 0 0 1 0 0 0 0 1
1802 14859 0 254 14 2 20 0 0 0 0 2 0 0 0 0 0 0 0
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1809 14929 0 193 22 2 24 0 1 0 0 1 1 0 0 0 0 0 1
1810 14935 0 242 22 8 44 4 1 1 1 0 2 2 0 0 0 0 4
1812 14945 1 150 22 5 34 2 0 3 0 0 0 1 0 0 0 0 1
1814 14965 1 324 32 7 58 1 0 2 1 0 0 0 2 0 0 0 2
1815 14967 0 24 12 1 12 0 0 0 0 0 0 0 0 0 0 0 0
1818 14982 1 265 28 8 56 2 0 2 2 1 0 0 0 0 0 0 0
1822 15014 1 214 14 8 50 2 0 2 0 0 0 1 0 0 0 0 1
1823 15024 1 311 20 2 24 0 0 1 0 0 0 1 0 0 0 0 1
1824 15025 1 233 8 2 10 0 0 0 0 0 0 0 0 0 0 0 0
1828 15063 0 155 28 1 28 0 0 0 1 0 0 1 0 0 0 0 1
1830 15091 1 165 34 7 64 0 0 3 1 0 2 0 0 0 0 0 2
1832 15119 1 188 16 2 18 0 1 1 0 0 0 1 0 0 0 0 1
1833 15123 1 185 6 2 8 0 0 0 0 0 0 0 0 0 0 0 0
1835 15127 0 187 32 11 88 2 1 2 2 1 0 0 2 2 1 0 5
1836 15148 1 261 6 2 10 0 0 0 0 0 0 0 0 0 0 0 0
1837 15150 1 156 14 8 50 2 0 4 0 1 1 1 0 0 0 0 2
1839 15158 1 322 30 2 36 1 0 0 0 0 1 0 0 0 0 0 1
1840 15164 0 69 16 2 20 1 0 0 0 0 0 0 0 0 0 0 0
1843 15184 1 262 10 2 12 0 0 0 0 0 0 0 0 0 0 0 0
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1846 15200 1 274 12 12 76 2 2 3 0 2 0 0 2 0 0 0 2
1847 15204 1 326 26 5 48 0 0 0 1 1 0 0 1 0 0 0 1
1848 15211 0 328 24 3 40 0 0 1 0 0 0 0 0 0 0 0 0
1849 15218 1 190 34 7 48 2 0 5 0 0 0 1 0 0 0 0 1
1850 15221 0 175 16 1 16 0 0 0 1 0 0 0 1 0 0 0 1
1853 15273 1 122 14 2 20 0 0 1 1 0 0 0 0 0 0 0 0
1855 15293 1 90 6 2 12 0 0 0 0 0 1 0 0 0 0 1 1
1856 15296 1 216 14 1 14 0 0 0 0 1 0 0 0 0 0 1 0
1859 15337 1 174 10 2 12 0 0 0 0 0 0 1 0 0 0 0 1
1863 15376 1 185 20 4 38 0 1 1 1 0 0 0 0 0 0 0 0
1867 15395 1 157 16 1 16 1 0 0 0 0 0 0 0 0 0 0 0
1868 15398 1 362 16 11 48 1 0 1 3 0 0 0 0 0 0 0 0
1870 15429 0 277 12 2 14 1 0 0 0 0 2 0 0 0 0 0 2
1872 15439 1 291 16 8 52 2 0 0 2 1 0 1 0 0 0 0 1
1873 15468 1 155 2 10 24 0 0 1 0 0 0 0 0 0 0 0 0
1879 15514 0 302 30 7 52 1 0 1 2 0 1 0 0 0 0 0 1
1880 15523 1 232 6 11 44 3 0 4 1 0 0 0 0 0 0 0 0
1884 15562 0 189 14 4 34 0 1 1 0 0 1 1 0 0 0 1 2
1886 15581 1 410 10 9 60 2 0 3 1 1 0 1 0 0 1 1 2
1887 15582 0 261 16 2 22 1 0 0 0 0 1 0 0 0 0 0 1
1888 15593 1 151 6 4 24 0 0 1 1 0 1 0 0 0 0 0 1
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1895 15694 1 169 12 11 36 3 0 2 2 1 0 0 0 0 0 0 0
1896 15699 0 107 4 2 10 0 0 0 0 0 0 0 0 0 0 1 0
1899 15723 1 183 12 2 16 1 0 0 0 0 0 0 0 0 0 0 0
1900 15724 1 230 16 1 16 1 0 0 0 0 1 1 1 0 0 0 3
1901 15725 0 450 16 11 42 2 2 3 3 1 0 1 1 0 1 0 3
1902 15735 1 259 2 2 6 0 0 0 0 0 0 1 0 0 0 0 1
1903 15749 1 226 22 3 32 1 1 0 1 0 0 0 0 0 0 0 0
1904 15753 1 247 14 12 60 3 0 5 0 2 0 0 0 0 1 0 1
1905 15754 1 76 8 2 10 0 0 0 0 0 0 0 0 0 0 0 0
1906 15777 1 352 36 10 60 1 1 7 0 0 0 1 0 0 1 0 2
1907 15787 0 309 18 2 20 1 0 0 1 0 0 0 0 0 0 0 0
1908 15802 1 271 36 8 82 1 1 4 0 1 0 0 0 0 0 0 0
1909 15803 1 285 28 1 28 0 0 0 0 0 0 0 0 0 0 0 0
1911 15812 0 286 4 2 12 0 0 0 0 0 0 0 0 0 0 0 0
1913 15847 0 380 12 10 70 4 0 2 2 0 0 0 0 0 0 0 0
1914 15858 0 148 26 2 30 0 0 2 0 0 0 0 0 0 0 0 0
1916 15868 1 202 30 1 30 0 0 0 0 0 1 0 0 0 0 0 1
1917 15874 1 277 6 3 14 0 1 0 0 0 0 0 0 0 0 0 0
1918 15891 1 326 4 8 42 0 0 0 2 0 0 0 0 0 1 0 1
1919 15894 0 273 6 12 60 2 0 4 1 2 0 0 0 0 1 0 1
1922 15915 1 222 8 2 12 0 0 0 0 0 1 1 0 0 0 0 2
1928 15973 1 91 16 2 24 0 1 0 0 1 0 0 0 0 0 0 0
1930 15989 1 171 2 2 10 0 0 0 0 0 0 0 0 0 0 0 0
1933 16015 1 163 10 5 20 2 0 0 0 1 0 0 0 0 0 0 0
1935 16032 1 198 14 2 16 0 0 0 1 1 0 0 0 0 0 0 0
1936 16036 0 239 4 5 16 0 0 0 1 1 0 0 0 0 0 0 0
1937 16044 1 134 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
1938 16051 1 402 18 7 52 3 1 2 0 1 0 2 0 0 0 1 2
1941 16072 1 285 16 2 24 0 1 0 0 1 0 0 0 0 0 0 0
1942 16073 0 131 14 2 20 0 0 0 0 1 0 0 0 0 0 0 0
1943 16074 1 343 8 12 68 3 1 2 1 1 0 2 0 0 0 1 2
1944 16082 1 33 34 2 38 0 0 1 0 1 0 0 0 0 0 0 0
1947 16094 1 316 16 4 28 0 0 2 0 0 0 1 0 0 0 1 1
1949 16121 0 287 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
1950 16128 1 271 14 2 16 1 0 0 0 0 2 0 0 0 0 0 2
1951 16142 1 243 20 1 20 1 0 0 0 0 2 0 0 0 0 0 2
1953 16161 1 233 8 2 14 1 0 0 0 0 0 0 0 0 0 0 0
1954 16173 0 426 6 9 34 0 0 2 1 0 0 2 0 0 0 0 2
1955 16181 1 215 10 1 10 0 0 0 0 0 2 0 0 0 0 0 2
1956 16185 1 85 18 1 18 0 0 0 0 0 2 0 0 0 0 0 2
1957 16190 1 197 16 3 28 1 0 0 0 1 0 1 0 0 0 1 1
1958 16199 1 353 16 9 42 1 0 2 2 3 0 1 0 0 0 1 1
1959 16215 1 152 14 10 34 4 0 1 0 2 0 0 0 0 0 0 0
1960 16230 1 390 2 8 20 0 0 1 0 1 0 0 0 0 0 0 0
1961 16234 1 239 16 2 22 0 2 0 0 0 0 0 0 0 0 0 0
1962 16246 0 320 6 11 34 1 2 2 2 0 0 0 0 0 0 1 0
1963 16261 0 159 18 1 18 0 0 1 0 0 0 0 0 0 0 0 0
1966 16304 0 232 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
1975 16373 0 176 8 3 14 0 0 0 1 0 0 0 0 0 0 0 0
1981 16424 1 243 14 11 46 1 1 2 0 2 0 0 0 0 1 0 1
1982 16439 0 247 6 2 8 0 0 0 0 0 2 0 0 0 0 0 2
1984 16452 1 196 16 1 16 0 1 0 0 0 0 0 0 0 0 0 0
1986 16461 0 96 8 2 12 0 0 0 0 0 0 0 0 0 0 0 0
1987 16476 1 68 10 1 10 0 0 0 0 0 0 0 0 0 0 0 0
1988 16478 1 198 14 2 22 0 0 0 0 1 0 0 0 0 0 0 0
1994 16520 1 298 12 9 44 1 1 1 0 1 1 0 1 0 0 0 2
1997 16546 1 166 12 2 20 0 0 0 1 0 0 1 1 0 0 0 2
1998 16548 1 328 4 5 18 0 0 1 0 0 0 1 0 0 0 0 1
2001 16586 0 291 6 1 6 0 0 0 0 0 0 1 0 0 0 0 1
2002 16603 0 195 12 1 12 0 0 0 0 0 0 1 1 0 0 0 2
2006 16629 1 20 12 1 12 0 0 0 0 0 0 0 1 0 0 1 1
2008 16647 1 109 12 2 16 1 0 0 0 0 0 0 1 0 0 0 1
2010 16670 0 343 10 12 66 2 2 1 1 2 0 2 0 2 0 0 4
2011 16672 1 289 16 1 16 0 0 0 0 0 0 0 0 0 0 0 0
2013 16688 0 176 6 10 36 2 1 3 1 0 0 1 0 0 0 0 1
2015 16691 1 132 16 1 16 0 0 0 1 0 0 0 0 0 0 1 0
2018 16696 0 166 2 4 24 0 0 0 0 0 1 1 0 0 0 0 2
2019 16702 1 278 12 3 24 0 0 1 1 0 0 0 1 0 0 0 1
2022 16712 1 226 20 10 80 2 1 5 0 1 0 0 0 0 0 1 0