Introduction to data
Some define Statistics as the field that focuses on turning information into knowledge. The first step in that process is to summarize and describe the raw information - the data. In this lab, you will gain insight into public health by generating simple graphical and numerical summaries of a data set collected by the Centers for Disease Control and Prevention (CDC). As this is a large data set, along the way you’ll also learn the indispensable skills of data processing and subsetting.
Getting started
The Behavioral Risk Factor Surveillance System (BRFSS) is an annual telephone survey of 350,000 people in the United States. As its name implies, the BRFSS is designed to identify risk factors in the adult population and report emerging health trends. For example, respondents are asked about their diet and weekly physical activity, their HIV/AIDS status, possible tobacco use, and even their level of healthcare coverage. The BRFSS Web site (http://www.cdc.gov/brfss) contains a complete description of the survey, including the research questions that motivate the study and many interesting results derived from the data.
We will focus on a random sample of 20,000 people from the BRFSS survey conducted in 2000. While there are over 200 variables in this data set, we will work with a small subset.
We begin by loading the data set of 20,000 observations into the R workspace. After launching RStudio, enter the following command.
The data set cdc that shows up in your workspace is a data matrix, with each row representing a case and each column representing a variable. R calls this data format a data frame, which is a term that will be used throughout the labs.
To view the names of the variables, type the command
## [1] "genhlth" "exerany" "hlthplan" "smoke100" "height" "weight"
## [7] "wtdesire" "age" "gender"This returns the names genhlth, exerany, hlthplan, smoke100, height, weight, wtdesire, age, and gender. Each one of these variables corresponds to a question that was asked in the survey. For example, for genhlth, respondents were asked to evaluate their general health, responding either excellent, very good, good, fair or poor. The exerany variable indicates whether the respondent exercised in the past month (1) or did not (0). Likewise, hlthplan indicates whether the respondent had some form of health coverage (1) or did not (0). The smoke100 variable indicates whether the respondent had smoked at least 100 cigarettes in her lifetime. The other variables record the respondent’s height in inches, weight in pounds as well as their desired weight, wtdesire, age in years, and gender.
- How many cases are there in this data set? How many variables? For each variable, identify its data type (e.g. categorical, discrete).
## 'data.frame': 20000 obs. of 9 variables:
## $ genhlth : Factor w/ 5 levels "excellent","very good",..: 3 3 3 3 2 2 2 2 3 3 ...
## $ exerany : num 0 0 1 1 0 1 1 0 0 1 ...
## $ hlthplan: num 1 1 1 1 1 1 1 1 1 1 ...
## $ smoke100: num 0 1 1 0 0 0 0 0 1 0 ...
## $ height : num 70 64 60 66 61 64 71 67 65 70 ...
## $ weight : int 175 125 105 132 150 114 194 170 150 180 ...
## $ wtdesire: int 175 115 105 124 130 114 185 160 130 170 ...
## $ age : int 77 33 49 42 55 55 31 45 27 44 ...
## $ gender : Factor w/ 2 levels "m","f": 1 2 2 2 2 2 1 1 2 1 ...JR Answer:
There are 20000 cases in the dataset. There are 9 variables genhlth : Factor and categorical; exerany - Factor and categorical; hlthplan - number and discrete; smoke100 - number and discrete; height : number and discrete; weight : integer and discrete; wtdesire: integer and discrete; age : integer and discrete; gender : Factor and categorical;
We can have a look at the first few entries (rows) of our data with the command
## genhlth exerany hlthplan smoke100 height weight wtdesire age gender
## 1 good 0 1 0 70 175 175 77 m
## 2 good 0 1 1 64 125 115 33 f
## 3 good 1 1 1 60 105 105 49 f
## 4 good 1 1 0 66 132 124 42 f
## 5 very good 0 1 0 61 150 130 55 f
## 6 very good 1 1 0 64 114 114 55 fand similarly we can look at the last few by typing
## genhlth exerany hlthplan smoke100 height weight wtdesire age
## 19995 good 0 1 1 69 224 224 73
## 19996 good 1 1 0 66 215 140 23
## 19997 excellent 0 1 0 73 200 185 35
## 19998 poor 0 1 0 65 216 150 57
## 19999 good 1 1 0 67 165 165 81
## 20000 good 1 1 1 69 170 165 83
## gender
## 19995 m
## 19996 f
## 19997 m
## 19998 f
## 19999 f
## 20000 mYou could also look at all of the data frame at once by typing its name into the console, but that might be unwise here. We know cdc has 20,000 rows, so viewing the entire data set would mean flooding your screen. It’s better to take small peeks at the data with head, tail or the subsetting techniques that you’ll learn in a moment.
Summaries and tables
The BRFSS questionnaire is a massive trove of information. A good first step in any analysis is to distill all of that information into a few summary statistics and graphics. As a simple example, the function summary returns a numerical summary: minimum, first quartile, median, mean, second quartile, and maximum. For weight this is
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 68.0 140.0 165.0 169.7 190.0 500.0R also functions like a very fancy calculator. If you wanted to compute the interquartile range for the respondents’ weight, you would look at the output from the summary command above and then enter
## [1] 50R also has built-in functions to compute summary statistics one by one. For instance, to calculate the mean, median, and variance of weight, type
## [1] 169.683## [1] 1606.484## [1] 165While it makes sense to describe a quantitative variable like weight in terms of these statistics, what about categorical data? We would instead consider the sample frequency or relative frequency distribution. The function table does this for you by counting the number of times each kind of response was given. For example, to see the number of people who have smoked 100 cigarettes in their lifetime, type
##
## 0 1
## 10559 9441or instead look at the relative frequency distribution by typing
##
## 0 1
## 0.52795 0.47205Notice how R automatically divides all entries in the table by 20,000 in the command above. This is similar to something we observed in the Introduction to R; when we multiplied or divided a vector with a number, R applied that action across entries in the vectors. As we see above, this also works for tables. Next, we make a bar plot of the entries in the table by putting the table inside the barplot command.
Notice what we’ve done here! We’ve computed the table of cdc$smoke100 and then immediately applied the graphical function, barplot. This is an important idea: R commands can be nested. You could also break this into two steps by typing the following:
Here, we’ve made a new object, a table, called smoke (the contents of which we can see by typing smoke into the console) and then used it in as the input for barplot. The special symbol <- performs an assignment, taking the output of one line of code and saving it into an object in your workspace. This is another important idea that we’ll return to later.
- Create a numerical summary for
heightandage, and compute the interquartile range for each. Compute the relative frequency distribution forgenderandexerany. How many males are in the sample? What proportion of the sample reports being in excellent health?
JR Answer:
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 48.00 64.00 67.00 67.18 70.00 93.00## [1] 6## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 18.00 31.00 43.00 45.07 57.00 99.00## [1] 26IQR for height is 6 IQR for age is 26
##
## m f
## 0.47845 0.52155The relative frequency for gender is:
m f 0.47845 0.52155
##
## 0 1
## 0.2543 0.7457The relative frequency for exeranyr is:
0 1 0.2543 0.7457
##
## m f
## 9569 10431There are 9569 men is the population
##
## excellent very good good fair poor
## 4657 6972 5675 2019 677There are 4657 with excellent health.
The table command can be used to tabulate any number of variables that you provide. For example, to examine which participants have smoked across each gender, we could use the following.
##
## 0 1
## m 4547 5022
## f 6012 4419Here, we see column labels of 0 and 1. Recall that 1 indicates a respondent has smoked at least 100 cigarettes. The rows refer to gender. To create a mosaic plot of this table, we would enter the following command.
We could have accomplished this in two steps by saving the table in one line and applying mosaicplot in the next (see the table/barplot example above).
- What does the mosaic plot reveal about smoking habits and gender? JR Answer: More men have smoked 100 cigarettes than women. Men appear to smoke more then women.
Interlude: How R thinks about data
We mentioned that R stores data in data frames, which you might think of as a type of spreadsheet. Each row is a different observation (a different respondent) and each column is a different variable (the first is genhlth, the second exerany and so on). We can see the size of the data frame next to the object name in the workspace or we can type
## [1] 20000 9which will return the number of rows and columns. Now, if we want to access a subset of the full data frame, we can use row-and-column notation. For example, to see the sixth variable of the 567th respondent, use the format
## [1] 160which means we want the element of our data set that is in the 567th row (meaning the 567th person or observation) and the 6th column (in this case, weight). We know that weight is the 6th variable because it is the 6th entry in the list of variable names
## [1] "genhlth" "exerany" "hlthplan" "smoke100" "height" "weight"
## [7] "wtdesire" "age" "gender"To see the weights for the first 10 respondents we can type
## [1] 175 125 105 132 150 114 194 170 150 180In this expression, we have asked just for rows in the range 1 through 10. R uses the : to create a range of values, so 1:10 expands to 1, 2, 3, 4, 5, 6, 7, 8, 9, 10. You can see this by entering
## [1] 1 2 3 4 5 6 7 8 9 10Finally, if we want all of the data for the first 10 respondents, type
## genhlth exerany hlthplan smoke100 height weight wtdesire age gender
## 1 good 0 1 0 70 175 175 77 m
## 2 good 0 1 1 64 125 115 33 f
## 3 good 1 1 1 60 105 105 49 f
## 4 good 1 1 0 66 132 124 42 f
## 5 very good 0 1 0 61 150 130 55 f
## 6 very good 1 1 0 64 114 114 55 f
## 7 very good 1 1 0 71 194 185 31 m
## 8 very good 0 1 0 67 170 160 45 m
## 9 good 0 1 1 65 150 130 27 f
## 10 good 1 1 0 70 180 170 44 mBy leaving out an index or a range (we didn’t type anything between the comma and the square bracket), we get all the columns. When starting out in R, this is a bit counterintuitive. As a rule, we omit the column number to see all columns in a data frame. Similarly, if we leave out an index or range for the rows, we would access all the observations, not just the 567th, or rows 1 through 10. Try the following to see the weights for all 20,000 respondents fly by on your screen
## [1] 175 125 105 132 150 114 194 170 150 180 186 168 185 170 170 185 156
## [18] 185 200 125 200 160 160 165 105 190 190 160 115 185 166 180 182 185
## [35] 220 117 160 190 125 160 124 143 118 210 200 145 175 130 112 141 179
## [52] 135 140 170 150 172 125 168 120 180 186 144 250 160 164 155 140 125
## [69] 140 190 140 134 217 215 190 215 112 136 142 210 180 120 225 200 148
## [86] 143 135 115 193 140 265 166 145 138 137 175 230 140 180 100 118 142
## [103] 110 114 175 180 140 193 211 220 210 160 132 163 132 207 145 190 200
## [120] 170 280 125 120 224 115 185 160 250 190 205 200 160 144 185 140 200
## [137] 280 180 250 172 215 138 185 220 136 190 150 130 172 107 187 125 110
## [154] 205 140 128 180 165 204 97 130 180 195 187 142 225 180 180 180 128
## [171] 130 215 180 152 151 143 175 210 235 190 220 92 185 150 129 135 140
## [188] 110 183 212 165 171 205 170 170 155 222 200 150 210 130 200 155 135
## [205] 200 134 128 115 155 112 116 135 135 180 140 179 149 135 140 165 126
## [222] 180 107 165 120 210 145 200 125 142 135 185 152 225 207 155 212 122
## [239] 160 125 170 135 148 160 150 165 130 135 190 125 175 200 212 178 132
## [256] 255 175 150 170 156 170 185 198 186 123 168 162 185 113 220 160 165
## [273] 270 220 175 206 210 175 330 200 230 175 180 180 170 100 108 107 205
## [290] 124 163 130 125 250 295 185 105 168 225 185 200 142 90 145 100 138
## [307] 140 145 130 220 300 142 180 130 185 113 140 175 225 153 180 240 195
## [324] 150 110 115 160 147 132 195 250 190 170 175 170 120 155 155 170 127
## [341] 185 150 200 155 160 165 125 195 140 283 180 180 173 165 150 175 185
## [358] 290 115 128 140 130 155 130 115 190 190 115 160 200 125 170 150 160
## [375] 120 163 160 184 160 270 275 165 122 123 145 112 208 103 180 182 195
## [392] 133 230 180 205 185 200 200 175 130 120 169 182 200 155 105 101 240
## [409] 178 200 164 145 140 130 280 220 150 145 190 135 160 187 220 140 180
## [426] 215 146 170 190 125 180 190 155 210 130 195 160 150 102 185 190 145
## [443] 210 250 180 130 196 130 110 160 155 140 210 185 180 238 220 185 119
## [460] 240 180 174 218 202 180 230 145 180 160 135 190 125 132 240 230 200
## [477] 135 200 150 140 201 195 210 165 157 118 185 170 186 150 161 253 180
## [494] 170 171 175 125 180 182 149 133 180 180 185 140 174 135 120 135 198
## [511] 285 110 160 150 210 185 144 128 150 179 100 195 160 230 100 135 150
## [528] 110 220 140 185 250 143 130 195 165 150 182 185 125 115 168 185 170
## [545] 175 178 170 160 140 175 110 200 155 208 125 150 235 220 190 200 141
## [562] 175 180 138 170 132 160 172 123 120 180 190 195 140 192 200 135 185
## [579] 242 170 180 165 230 165 170 155 130 164 176 130 140 140 165 150 130
## [596] 195 165 130 230 150 235 185 215 135 180 115 180 280 170 180 155 155
## [613] 200 185 108 101 328 155 230 148 201 140 150 170 162 145 155 165 230
## [630] 198 132 185 200 220 111 196 154 162 135 155 150 155 198 190 170 180
## [647] 133 200 170 130 200 145 235 135 215 145 170 150 128 180 134 120 168
## [664] 180 126 113 160 250 230 146 120 116 121 175 205 185 248 140 170 245
## [681] 120 145 275 121 185 170 115 152 125 138 167 200 208 185 245 220 179
## [698] 140 238 135 200 145 110 128 132 165 145 136 190 135 180 166 165 200
## [715] 190 140 145 100 167 105 140 135 150 125 130 185 170 198 155 160 275
## [732] 130 173 150 198 144 120 135 140 130 185 150 163 130 165 190 165 150
## [749] 200 150 250 210 180 215 170 190 165 110 170 148 175 200 180 124 114
## [766] 135 165 130 380 170 170 170 141 130 255 190 210 150 145 175 172 175
## [783] 108 160 200 147 120 145 145 130 172 280 140 200 157 210 165 110 165
## [800] 135 162 155 150 177 175 130 113 165 145 170 150 182 140 135 135 115
## [817] 230 165 248 202 190 200 200 165 210 165 220 240 160 140 140 135 120
## [834] 185 248 140 110 135 160 340 115 160 115 135 180 170 115 160 240 134
## [851] 170 140 140 260 226 133 220 135 210 180 400 180 220 205 180 152 105
## [868] 160 105 199 200 145 115 235 125 200 160 180 250 165 168 160 185 190
## [885] 170 135 260 190 120 157 250 270 178 133 150 137 136 120 180 150 95
## [902] 140 153 175 165 140 250 124 197 158 103 234 240 270 195 117 190 148
## [919] 176 120 190 145 198 180 140 157 100 170 150 145 145 160 165 148 170
## [936] 135 140 155 185 123 255 135 125 156 162 170 180 150 140 175 200 123
## [953] 154 125 110 150 300 120 198 190 185 165 140 148 160 195 170 125 195
## [970] 168 160 160 180 144 150 170 150 175 120 205 115 172 235 190 125 110
## [987] 113 230 114 195 130 145 200 168 230 198 185 203 174 155 210 295 260
## [1004] 165 115 180 180 126 112 135 225 160 260 122 122 136 230 188 168 159
## [1021] 155 165 180 187 170 155 165 140 170 185 135 180 215 130 137 145 165
## [1038] 220 180 138 185 119 130 220 150 135 170 128 200 117 170 208 198 150
## [1055] 140 180 165 100 180 125 130 140 110 158 145 175 138 218 212 160 178
## [1072] 145 200 167 125 185 157 200 155 140 148 113 160 110 240 210 159 210
## [1089] 200 164 230 200 180 150 190 145 192 215 154 197 151 188 260 160 115
## [1106] 250 140 115 220 139 150 150 210 170 180 163 165 118 205 199 140 190
## [1123] 150 170 105 150 190 180 115 120 235 171 175 265 170 180 177 170 150
## [1140] 165 220 210 100 150 140 300 150 135 150 145 139 180 184 300 180 200
## [1157] 150 178 175 220 190 110 134 170 180 160 176 160 125 170 130 197 200
## [1174] 185 180 180 105 100 178 180 230 200 135 160 155 340 189 140 220 145
## [1191] 137 191 180 199 140 215 163 138 120 150 200 147 175 155 190 270 160
## [1208] 145 160 92 126 155 138 175 178 189 125 180 170 195 175 155 200 100
## [1225] 159 123 200 95 240 165 280 158 172 170 135 205 138 225 181 185 180
## [1242] 173 178 178 185 200 160 153 180 135 290 195 265 220 160 150 195 215
## [1259] 135 121 85 220 117 148 190 150 110 150 180 165 192 180 150 170 160
## [1276] 175 230 235 400 240 190 150 210 210 125 126 128 168 185 230 270 142
## [1293] 170 180 197 160 165 225 250 195 225 240 175 175 136 130 130 144 170
## [1310] 170 160 200 175 130 180 190 130 170 80 200 195 135 120 144 165 250
## [1327] 165 110 210 190 178 138 150 160 156 180 175 170 138 168 220 209 180
## [1344] 200 135 280 215 310 160 170 170 170 140 120 180 125 162 140 204 155
## [1361] 130 165 190 127 100 154 210 210 228 180 140 135 149 160 212 120 240
## [1378] 170 180 117 218 160 150 170 170 180 300 205 135 170 148 160 155 160
## [1395] 135 175 127 142 135 126 163 150 190 135 270 138 145 140 204 185 98
## [1412] 150 168 160 170 150 103 125 210 150 182 160 225 185 185 130 185 200
## [1429] 150 113 200 215 160 195 120 189 225 160 155 230 115 125 128 102 132
## [1446] 145 199 150 202 160 180 110 175 185 150 115 110 140 180 150 184 183
## [1463] 178 185 170 225 139 215 200 130 175 165 180 170 135 175 108 150 203
## [1480] 200 112 185 153 210 225 230 170 130 200 150 145 350 115 148 165 160
## [1497] 220 185 192 225 270 195 120 175 130 170 110 110 157 146 187 160 160
## [1514] 190 150 210 180 200 140 225 112 176 140 160 129 143 120 270 130 139
## [1531] 168 150 130 125 120 170 145 215 145 215 165 160 109 135 140 145 204
## [1548] 115 140 158 132 210 220 117 160 98 140 132 135 205 150 190 132 180
## [1565] 170 195 175 118 160 175 200 192 125 140 220 170 143 274 150 200 195
## [1582] 195 170 144 136 240 195 200 130 134 185 165 280 138 124 230 150 200
## [1599] 164 200 140 120 120 145 192 130 205 186 198 185 125 170 147 168 150
## [1616] 364 135 158 170 140 168 150 135 140 165 172 250 196 212 176 190 150
## [1633] 185 184 145 185 190 236 185 115 150 160 160 208 132 120 190 165 180
## [1650] 160 175 210 133 160 160 210 172 260 171 160 125 142 200 170 142 190
## [1667] 210 174 140 98 140 185 215 170 115 120 190 225 128 170 285 108 145
## [1684] 175 135 290 190 170 165 150 160 170 175 100 185 170 132 185 112 139
## [1701] 157 185 125 137 200 141 130 194 260 130 157 186 180 174 155 240 162
## [1718] 128 168 160 267 170 145 183 205 150 235 115 130 140 128 108 195 150
## [1735] 165 220 128 170 235 155 169 150 225 180 243 128 138 150 170 172 130
## [1752] 173 208 135 160 139 200 195 185 150 98 165 212 220 200 200 172 190
## [1769] 171 174 101 145 160 128 260 132 180 150 253 130 220 210 160 140 180
## [1786] 200 187 190 160 150 164 150 190 160 150 172 180 150 175 185 175 235
## [1803] 200 135 195 140 240 235 170 178 141 136 275 200 200 153 150 240 362
## [1820] 180 270 137 135 250 220 128 180 170 190 165 210 145 141 180 185 173
## [1837] 175 194 230 157 145 134 110 130 149 250 174 210 145 165 130 192 145
## [1854] 155 145 199 120 185 140 144 125 140 170 203 200 112 160 190 120 210
## [1871] 175 167 145 161 180 130 115 150 210 155 215 155 150 190 150 149 160
## [1888] 140 135 275 150 140 215 135 176 140 170 142 185 156 140 265 170 220
## [1905] 225 135 185 135 130 145 185 185 145 135 137 220 140 192 150 130 170
## [1922] 105 130 172 140 220 127 168 125 200 147 190 190 153 142 172 220 190
## [1939] 120 150 158 170 155 124 230 140 185 135 192 170 176 150 188 150 200
## [1956] 180 154 150 169 132 125 216 217 126 180 114 135 170 230 136 180 165
## [1973] 210 199 190 145 145 182 140 195 185 155 160 185 217 135 150 170 203
## [1990] 165 155 235 150 146 500 135 145 130 132 165 240 220 130 130 165 195
## [2007] 225 190 155 140 90 124 170 213 105 225 160 125 240 192 200 177 146
## [2024] 210 185 130 185 178 160 115 175 105 250 183 190 236 170 165 180 210
## [2041] 185 165 160 115 107 165 196 142 126 245 210 165 180 130 135 155 140
## [2058] 127 220 150 205 190 170 190 130 178 140 225 230 260 120 121 142 140
## [2075] 135 165 200 173 132 178 200 228 185 230 155 110 165 150 138 185 149
## [2092] 120 120 195 160 150 270 155 165 215 160 155 106 170 92 145 220 230
## [2109] 190 160 150 170 140 210 155 184 200 128 125 185 188 190 210 175 131
## [2126] 170 170 193 120 170 160 175 260 112 135 174 160 157 180 199 260 220
## [2143] 120 120 190 165 160 135 125 212 130 150 150 220 130 125 125 147 200
## [2160] 280 135 275 227 250 350 185 250 155 200 160 135 190 200 210 151 190
## [2177] 182 205 140 160 127 150 190 227 160 205 140 110 173 220 160 180 115
## [2194] 220 185 120 163 200 135 210 160 136 250 150 100 125 103 132 140 140
## [2211] 175 135 175 180 130 140 145 173 135 104 120 120 185 190 161 215 228
## [2228] 125 148 160 160 105 120 240 173 125 170 350 155 130 130 150 175 145
## [2245] 128 150 134 124 225 190 285 145 140 140 160 150 250 150 160 150 175
## [2262] 140 190 130 165 250 172 122 195 120 120 185 200 160 190 155 126 110
## [2279] 165 206 180 160 140 230 220 130 195 200 177 120 200 162 140 155 198
## [2296] 160 190 170 135 200 190 223 140 220 175 100 180 210 178 200 129 160
## [2313] 195 180 200 125 113 155 140 210 110 175 115 200 330 121 215 150 150
## [2330] 200 200 245 140 165 142 167 117 172 150 190 175 153 130 135 260 308
## [2347] 145 140 125 160 158 142 130 167 195 150 150 225 140 190 165 200 150
## [2364] 263 152 150 118 160 200 204 140 165 200 142 222 175 150 126 138 190
## [2381] 160 120 127 185 110 149 155 152 170 198 205 180 180 125 200 230 128
## [2398] 155 120 150 132 215 180 175 175 190 111 200 155 130 160 175 145 220
## [2415] 175 230 135 260 178 162 140 165 190 127 208 105 200 215 235 225 200
## [2432] 185 156 225 128 235 120 135 162 140 137 185 106 190 260 210 300 172
## [2449] 230 160 250 145 195 130 205 165 130 110 300 128 265 172 155 132 206
## [2466] 160 123 195 190 150 147 105 174 150 161 225 180 230 168 150 205 180
## [2483] 160 175 210 160 174 140 150 188 155 225 135 128 210 145 195 160 220
## [2500] 132 208 125 225 140 180 160 170 160 245 218 190 100 125 120 240 148
## [2517] 150 250 190 90 240 220 176 154 185 245 180 118 100 155 145 210 110
## [2534] 210 135 120 184 195 170 210 165 125 115 155 262 160 194 155 190 120
## [2551] 230 147 175 150 185 179 115 116 125 157 127 153 160 145 180 130 140
## [2568] 125 175 215 230 190 165 206 140 132 185 170 148 215 138 130 200 145
## [2585] 110 216 350 170 195 185 220 190 150 140 185 180 178 172 200 135 167
## [2602] 200 145 240 215 147 285 160 200 157 145 135 170 195 195 165 185 140
## [2619] 210 250 150 180 190 140 170 180 170 185 230 120 235 150 120 140 165
## [2636] 210 185 170 200 127 165 190 140 210 165 120 185 170 218 135 140 150
## [2653] 130 217 210 187 212 165 400 139 170 117 240 140 215 240 140 130 150
## [2670] 160 144 190 120 200 167 195 149 240 142 190 140 150 220 235 160 210
## [2687] 240 195 178 165 195 193 260 185 190 130 185 320 200 130 149 185 180
## [2704] 133 130 235 170 183 240 140 130 150 137 180 195 125 178 135 220 204
## [2721] 170 200 145 200 160 175 190 150 138 129 165 135 160 200 225 225 126
## [2738] 150 160 250 210 135 160 275 163 190 220 220 190 185 140 200 195 140
## [2755] 170 165 218 140 199 170 142 195 197 109 133 168 175 154 215 155 170
## [2772] 105 150 140 175 195 248 160 165 220 165 106 145 130 155 260 140 173
## [2789] 210 125 185 194 180 118 190 140 210 138 107 155 134 250 180 157 170
## [2806] 113 170 135 205 185 190 160 235 150 165 180 200 145 120 200 180 275
## [2823] 180 150 155 180 165 175 160 170 160 140 195 180 150 130 190 160 120
## [2840] 185 180 135 185 110 150 134 125 146 140 160 155 170 141 120 165 203
## [2857] 170 122 195 195 200 185 195 170 140 140 165 185 175 185 190 175 106
## [2874] 158 125 185 155 136 196 140 195 210 175 175 128 207 190 200 190 230
## [2891] 165 126 205 130 160 250 150 177 150 135 125 126 265 150 130 116 190
## [2908] 150 180 180 145 135 129 220 165 105 210 200 210 138 190 160 196 150
## [2925] 160 160 212 267 180 125 165 185 190 170 138 171 130 165 220 160 139
## [2942] 222 135 400 155 138 145 164 148 138 155 185 233 245 195 124 170 200
## [2959] 250 212 115 165 170 180 180 210 245 185 110 186 165 142 212 180 192
## [2976] 200 165 190 250 172 115 132 170 210 125 145 275 200 150 100 170 193
## [2993] 185 165 255 155 130 145 175 160 230 145 186 210 165 185 225 165 152
## [3010] 180 150 185 240 158 180 168 165 148 130 115 220 189 195 150 120 132
## [3027] 118 155 131 215 215 137 160 135 260 125 160 123 137 250 170 115 110
## [3044] 180 125 230 160 160 200 210 205 157 135 155 185 255 127 140 175 135
## [3061] 240 135 175 220 149 155 125 130 200 150 151 165 150 182 189 160 128
## [3078] 160 175 200 190 185 210 120 162 195 171 185 180 230 195 140 160 120
## [3095] 185 128 130 170 137 132 170 150 121 180 102 124 170 170 310 162 122
## [3112] 130 255 155 115 182 205 190 170 210 138 110 110 120 165 120 190 212
## [3129] 165 168 110 140 166 175 139 220 154 118 220 155 174 165 185 150 143
## [3146] 115 169 150 150 210 160 176 150 175 155 150 202 223 150 200 120 130
## [3163] 162 160 149 286 121 125 174 200 151 215 180 110 160 150 192 190 168
## [3180] 184 170 235 165 115 160 180 170 114 155 180 160 125 205 180 160 156
## [3197] 190 175 150 195 130 150 145 102 112 140 220 190 142 280 225 121 190
## [3214] 170 140 185 120 185 132 145 252 170 130 127 240 190 225 130 160 215
## [3231] 145 220 170 158 150 239 194 228 200 175 190 147 220 200 110 165 250
## [3248] 176 195 170 185 139 193 155 200 130 130 240 170 131 290 230 215 195
## [3265] 190 170 145 198 180 145 148 275 235 220 165 136 150 157 230 156 160
## [3282] 190 230 140 155 170 147 135 160 125 135 130 140 210 170 135 140 155
## [3299] 173 150 140 195 120 125 180 160 145 150 180 110 110 250 185 184 170
## [3316] 174 218 100 170 195 195 130 230 210 170 144 120 120 135 180 139 160
## [3333] 190 160 165 120 140 170 182 220 190 120 145 160 185 160 140 160 90
## [3350] 170 150 200 140 210 120 140 175 158 145 107 220 140 118 135 175 175
## [3367] 165 164 220 220 150 135 135 300 230 172 110 160 160 100 240 129 165
## [3384] 135 250 172 190 215 205 120 200 180 185 125 160 150 149 140 136 212
## [3401] 140 172 190 128 162 160 160 140 150 195 189 190 200 200 134 185 96
## [3418] 115 105 130 280 195 118 185 344 210 170 160 210 225 204 105 110 220
## [3435] 126 113 110 188 165 195 170 200 140 159 200 163 220 140 85 155 151
## [3452] 235 125 156 160 125 119 140 230 140 135 165 190 210 140 192 138 155
## [3469] 190 210 187 200 197 194 172 155 195 155 250 175 167 200 175 188 105
## [3486] 140 155 160 140 140 175 164 130 145 204 178 155 180 125 218 360 161
## [3503] 170 170 195 125 200 165 185 167 200 128 180 193 180 175 150 230 129
## [3520] 160 200 145 126 145 190 180 130 155 185 205 175 155 165 191 170 235
## [3537] 135 152 205 120 190 100 165 145 140 205 148 180 135 255 160 165 220
## [3554] 135 280 167 150 130 145 195 190 324 165 155 180 165 235 170 150 135
## [3571] 160 120 165 260 200 175 175 106 140 180 170 140 143 150 130 165 160
## [3588] 130 168 110 150 165 260 186 175 165 190 170 110 205 165 146 180 175
## [3605] 143 195 106 141 139 200 122 120 150 169 147 170 195 120 107 210 145
## [3622] 180 170 260 215 155 217 210 186 150 136 180 140 235 145 200 190 135
## [3639] 145 270 152 140 142 160 215 178 185 150 186 150 127 130 185 183 180
## [3656] 175 100 159 161 175 163 218 170 135 140 165 215 185 110 290 210 200
## [3673] 180 103 150 160 125 116 240 210 180 240 137 235 180 125 260 150 194
## [3690] 165 265 160 135 180 160 145 150 152 230 190 150 210 180 155 110 240
## [3707] 140 192 155 175 180 240 144 106 185 162 151 108 120 135 170 163 84
## [3724] 168 158 135 150 188 164 135 115 160 205 135 170 118 185 203 105 185
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## [15233] 148 106 145 187 162 125 145 175 185 135 155 110 140 210 160 195 230
## [15250] 102 230 190 135 181 196 150 125 173 165 152 170 173 125 153 330 280
## [15267] 245 270 210 175 165 200 210 180 171 230 125 185 200 138 153 180 120
## [15284] 155 143 135 295 147 130 150 165 150 150 180 145 140 145 180 158 225
## [15301] 155 140 183 138 208 200 210 125 150 140 205 170 180 160 175 175 114
## [15318] 170 170 160 150 200 290 140 200 195 182 126 175 112 165 130 150 200
## [15335] 160 148 175 170 180 135 160 240 140 160 110 125 145 195 175 196 210
## [15352] 165 250 135 160 175 140 155 114 170 145 220 210 185 165 167 190 197
## [15369] 230 195 280 230 170 150 128 102 170 113 175 210 180 135 170 151 235
## [15386] 270 102 207 110 165 110 122 168 159 180 135 202 175 228 196 120 145
## [15403] 171 180 160 220 270 132 140 160 175 140 125 160 180 180 114 173 220
## [15420] 140 175 185 200 190 170 125 165 138 170 230 124 235 170 150 250 116
## [15437] 150 130 190 150 189 185 290 145 165 120 199 170 180 160 170 200 128
## [15454] 188 145 221 122 113 110 165 116 159 140 214 115 107 200 140 195 200
## [15471] 125 242 155 228 103 230 170 174 185 175 100 165 130 158 128 242 170
## [15488] 126 200 118 183 138 130 235 195 220 164 169 124 165 127 165 130 190
## [15505] 185 220 225 185 145 170 135 130 200 190 164 175 170 132 140 163 140
## [15522] 145 150 189 130 260 170 140 212 180 136 215 175 170 172 185 138 300
## [15539] 180 135 140 198 142 160 170 130 200 175 110 130 175 160 140 120 148
## [15556] 155 110 180 170 170 180 168 165 158 260 150 158 185 140 100 230 170
## [15573] 108 182 125 155 113 175 129 165 180 140 270 185 185 210 115 180 145
## [15590] 148 175 175 232 120 255 190 175 120 220 180 190 135 122 135 111 170
## [15607] 120 150 240 126 185 215 170 163 121 192 105 170 170 270 135 180 140
## [15624] 205 150 190 165 152 210 170 95 165 232 203 115 180 110 135 170 180
## [15641] 170 170 185 145 170 180 162 175 150 196 125 140 130 180 190 160 120
## [15658] 140 145 185 210 130 165 190 160 210 162 100 125 138 125 185 80 190
## [15675] 125 143 183 190 120 170 140 125 175 170 210 200 240 110 147 165 175
## [15692] 140 225 315 140 135 139 145 200 110 175 200 160 130 145 180 143 151
## [15709] 225 150 154 185 217 140 135 155 235 178 245 405 165 160 250 145 220
## [15726] 170 160 140 186 160 138 320 103 195 165 191 144 180 135 220 189 200
## [15743] 167 230 195 200 132 135 200 195 160 172 166 190 165 140 206 185 135
## [15760] 126 135 130 135 225 155 148 187 193 150 130 165 145 250 150 192 150
## [15777] 125 190 170 150 170 225 112 110 117 120 240 245 235 185 190 198 190
## [15794] 155 256 218 150 160 158 175 155 122 175 320 195 190 140 190 180 150
## [15811] 200 165 185 295 170 162 170 175 175 200 195 158 180 145 190 134 155
## [15828] 150 235 120 150 155 245 160 172 138 100 210 190 145 145 192 148 100
## [15845] 174 122 130 170 149 190 165 155 167 130 145 205 175 150 175 160 135
## [15862] 153 225 116 220 200 147 230 145 165 180 208 210 118 180 170 160 170
## [15879] 120 170 192 135 170 155 110 138 260 210 127 160 180 190 185 110 170
## [15896] 165 164 118 185 225 135 290 185 140 145 130 190 200 205 290 178 130
## [15913] 118 205 145 125 145 102 170 108 140 185 170 185 185 161 200 150 245
## [15930] 171 160 190 170 128 170 145 140 170 185 180 185 150 188 140 140 190
## [15947] 110 125 200 200 160 130 150 160 125 130 362 155 340 198 185 145 210
## [15964] 190 160 190 86 185 138 165 227 150 132 142 165 297 164 225 162 230
## [15981] 200 204 180 228 135 160 250 210 205 156 145 207 200 160 150 240 175
## [15998] 270 180 195 170 170 130 210 125 215 155 155 210 118 160 145 198 130
## [16015] 166 125 195 189 120 114 280 175 105 236 150 190 180 150 200 208 205
## [16032] 142 212 180 195 145 164 200 152 103 235 164 270 300 140 175 265 165
## [16049] 130 200 165 146 150 198 145 135 195 150 160 130 215 150 135 230 147
## [16066] 240 150 250 180 188 200 145 180 125 195 200 168 270 210 125 220 200
## [16083] 210 127 185 205 200 140 160 195 135 150 125 150 145 147 140 156 190
## [16100] 230 125 245 130 114 140 200 130 170 223 158 140 105 140 160 145 108
## [16117] 165 210 144 124 110 145 190 165 195 179 180 135 200 160 240 155 158
## [16134] 120 180 290 235 210 175 142 215 150 180 205 205 160 200 168 150 160
## [16151] 200 135 250 250 110 220 185 170 155 197 190 157 160 160 180 175 200
## [16168] 175 220 160 140 118 300 190 220 180 170 275 130 129 230 213 205 132
## [16185] 172 230 170 125 145 140 200 195 170 230 140 170 135 220 202 135 155
## [16202] 210 155 175 135 180 118 175 162 120 190 162 190 126 200 135 110 190
## [16219] 184 210 240 115 206 125 160 250 230 200 136 136 234 175 150 150 180
## [16236] 283 185 140 165 180 200 240 185 200 140 265 179 165 140 150 160 175
## [16253] 160 143 140 190 200 160 190 218 160 168 205 120 130 130 193 160 145
## [16270] 153 200 130 195 248 130 180 162 165 127 103 235 148 166 152 175 150
## [16287] 215 125 193 198 117 175 160 118 149 210 200 155 172 184 142 127 160
## [16304] 128 130 165 180 150 220 125 200 210 140 150 160 190 170 200 155 200
## [16321] 118 155 135 210 155 200 128 138 115 212 200 270 145 135 125 167 152
## [16338] 178 134 210 215 134 155 220 160 125 180 160 122 145 102 230 180 165
## [16355] 202 120 160 145 190 125 235 298 275 240 170 185 200 122 200 190 115
## [16372] 165 140 125 195 174 175 180 195 170 122 165 210 140 145 120 158 180
## [16389] 220 200 165 140 175 148 140 190 228 110 205 110 128 150 160 145 135
## [16406] 140 180 135 170 260 220 112 235 120 147 160 130 135 198 205 170 153
## [16423] 170 121 208 150 180 125 190 140 170 150 116 170 215 185 197 136 210
## [16440] 160 146 200 200 170 220 210 132 120 130 175 120 133 227 180 180 130
## [16457] 200 100 150 128 190 184 162 165 240 210 160 175 178 220 165 170 170
## [16474] 128 140 210 150 175 195 140 180 175 125 125 150 130 170 180 185 145
## [16491] 152 205 112 115 116 170 165 150 240 160 185 190 212 160 210 125 170
## [16508] 150 204 125 118 200 180 135 290 130 185 153 135 145 160 185 175 119
## [16525] 150 165 200 205 180 190 70 130 165 180 170 107 168 200 150 180 110
## [16542] 220 144 114 175 168 156 180 150 137 135 166 180 165 220 195 150 235
## [16559] 220 150 160 175 190 135 185 130 219 114 117 210 133 134 130 138 160
## [16576] 160 170 165 128 210 200 136 178 194 225 110 125 130 160 155 170 175
## [16593] 160 140 130 190 192 188 170 195 185 182 180 150 215 118 110 200 190
## [16610] 195 170 145 240 200 125 210 181 160 148 110 155 170 240 138 160 145
## [16627] 225 195 140 130 150 180 180 173 135 190 165 163 210 175 190 135 152
## [16644] 195 150 145 295 224 215 142 200 120 110 155 175 100 138 115 109 150
## [16661] 140 225 170 190 195 200 319 103 140 200 144 240 165 147 155 170 95
## [16678] 134 195 125 124 120 260 127 108 105 165 212 115 143 260 180 190 165
## [16695] 180 185 123 185 200 117 245 170 150 150 190 225 140 155 158 165 120
## [16712] 168 185 120 295 179 180 130 150 215 205 132 190 225 108 150 128 214
## [16729] 158 84 212 205 210 165 200 170 180 162 200 185 155 195 195 175 140
## [16746] 167 160 210 164 200 110 175 150 230 200 212 165 175 135 165 210 185
## [16763] 184 230 250 235 124 150 156 200 190 200 170 123 120 124 143 250 190
## [16780] 120 185 180 158 154 175 230 118 160 220 135 170 175 150 170 165 206
## [16797] 180 130 151 201 280 100 230 208 195 195 180 205 160 128 175 150 210
## [16814] 120 250 138 185 150 170 230 175 150 175 125 190 260 214 138 130 150
## [16831] 123 165 135 147 200 180 170 280 150 125 170 165 158 115 250 120 122
## [16848] 204 240 170 185 158 145 240 145 209 138 215 160 140 150 190 180 210
## [16865] 170 135 210 150 136 176 160 165 200 180 170 150 125 130 200 126 152
## [16882] 170 250 148 114 150 175 180 165 165 240 130 135 190 122 185 180 112
## [16899] 215 185 113 120 130 180 240 255 180 190 380 138 180 160 185 150 173
## [16916] 165 120 116 190 186 138 170 143 108 110 275 195 135 160 220 250 144
## [16933] 140 118 115 155 242 135 250 190 145 135 130 180 165 137 168 170 165
## [16950] 215 150 155 215 180 250 168 193 205 157 230 174 150 135 140 185 210
## [16967] 115 160 180 200 165 137 140 170 142 150 125 230 134 139 155 220 185
## [16984] 220 140 165 190 190 180 200 215 197 142 185 149 150 155 220 210 112
## [17001] 180 130 150 140 128 140 200 240 140 200 140 185 175 165 150 125 130
## [17018] 145 165 186 134 145 195 140 180 145 152 190 150 215 190 215 254 142
## [17035] 205 270 140 190 130 165 100 137 165 142 178 165 162 150 112 185 128
## [17052] 165 150 180 142 272 184 185 116 135 152 133 180 140 180 125 210 197
## [17069] 280 165 175 160 115 270 150 185 190 217 170 185 178 130 120 140 160
## [17086] 195 145 125 160 165 170 137 180 230 177 160 210 235 100 185 220 128
## [17103] 215 230 185 200 200 145 250 154 132 115 141 172 180 130 185 258 185
## [17120] 205 192 108 138 200 230 140 190 140 260 174 200 111 120 175 265 140
## [17137] 200 182 182 210 165 170 135 98 145 150 150 130 215 120 109 165 200
## [17154] 140 270 125 127 165 120 140 157 115 226 190 225 170 180 170 200 150
## [17171] 170 185 203 145 180 107 216 180 120 212 152 140 180 142 165 190 128
## [17188] 160 185 160 165 130 185 220 130 180 250 160 175 292 178 141 120 225
## [17205] 200 175 122 255 140 126 125 145 160 130 143 98 136 166 172 340 130
## [17222] 95 160 128 113 200 135 155 170 120 184 180 185 215 180 168 150 125
## [17239] 185 120 135 143 160 173 160 100 127 128 155 100 148 162 210 200 196
## [17256] 160 170 130 200 150 170 115 257 140 210 100 125 140 280 240 168 128
## [17273] 145 170 210 214 156 245 185 195 140 190 140 175 130 120 137 145 200
## [17290] 200 180 164 187 132 190 262 120 120 170 145 158 133 235 183 170 240
## [17307] 190 180 193 134 180 165 129 130 140 175 240 155 205 150 142 198 175
## [17324] 106 230 230 140 200 184 130 170 190 170 160 150 155 150 135 175 125
## [17341] 160 165 135 114 178 282 130 190 130 168 218 98 160 350 130 140 160
## [17358] 100 250 265 160 175 160 185 125 170 124 170 175 225 150 135 165 138
## [17375] 128 140 250 160 190 179 235 200 177 150 168 310 180 125 149 180 245
## [17392] 148 250 240 315 200 150 105 150 155 195 135 172 220 170 150 280 155
## [17409] 180 175 135 185 225 160 190 165 250 180 210 190 168 160 140 170 200
## [17426] 230 156 165 220 140 145 105 130 320 120 200 152 115 200 140 150 170
## [17443] 135 155 120 215 170 138 135 125 248 163 280 215 215 130 150 170 263
## [17460] 150 159 110 155 200 150 225 140 110 124 140 140 380 198 165 205 142
## [17477] 185 140 205 160 171 140 158 150 150 190 160 190 218 160 175 170 185
## [17494] 190 217 140 165 140 200 170 180 190 160 135 200 211 250 160 180 150
## [17511] 174 160 155 175 130 160 158 163 141 275 215 130 190 173 165 145 210
## [17528] 140 145 180 230 112 140 179 128 180 160 170 140 200 180 196 160 195
## [17545] 165 155 120 207 130 238 115 180 215 220 122 179 220 186 210 220 168
## [17562] 195 248 118 180 150 120 190 200 220 160 140 170 200 155 167 170 120
## [17579] 205 245 187 82 140 134 110 160 250 185 200 210 220 110 160 185 105
## [17596] 290 145 150 170 165 190 180 160 135 190 150 165 138 190 145 300 175
## [17613] 145 240 165 155 140 150 148 215 275 190 170 162 196 165 160 240 190
## [17630] 237 120 200 220 120 155 210 128 156 120 138 150 190 140 170 95 170
## [17647] 175 125 135 120 220 150 190 175 125 229 175 195 168 135 190 112 185
## [17664] 190 149 175 150 120 225 230 167 300 140 150 145 164 140 170 155 185
## [17681] 140 123 138 180 117 241 186 195 160 137 155 160 180 225 140 185 265
## [17698] 170 140 110 168 123 180 195 195 180 155 165 200 145 144 165 120 130
## [17715] 145 175 190 115 158 250 165 270 140 170 220 140 200 178 160 190 160
## [17732] 175 125 155 205 200 120 150 150 200 174 171 152 150 190 150 210 130
## [17749] 163 165 215 100 140 160 193 138 160 145 165 325 199 145 152 155 170
## [17766] 164 190 160 150 190 165 190 115 194 153 285 170 150 165 135 160 180
## [17783] 195 240 160 170 145 190 150 150 165 180 157 200 175 145 190 160 185
## [17800] 117 150 245 300 170 130 130 170 150 175 171 165 146 200 130 260 140
## [17817] 170 190 180 147 185 120 174 150 150 200 130 126 215 110 105 136 150
## [17834] 185 215 300 180 195 109 263 190 135 130 194 220 150 200 300 160 190
## [17851] 180 120 235 107 130 168 260 120 165 210 185 140 170 190 260 275 200
## [17868] 230 185 260 120 200 190 190 108 136 240 140 120 110 165 140 140 220
## [17885] 205 120 110 140 180 217 158 135 155 180 130 175 190 185 230 112 185
## [17902] 190 170 113 180 220 115 115 180 165 200 215 140 175 109 110 180 150
## [17919] 183 180 185 167 150 117 115 134 170 285 175 149 240 182 142 129 160
## [17936] 190 160 118 197 150 138 160 179 135 136 186 180 205 123 154 190 198
## [17953] 192 155 181 220 150 130 112 130 138 155 175 128 195 140 160 120 225
## [17970] 138 230 145 145 190 145 185 200 175 195 180 123 155 200 235 130 190
## [17987] 130 150 250 145 160 155 150 105 130 165 225 220 170 110 185 126 180
## [18004] 192 185 160 175 94 190 145 160 175 215 120 165 140 145 200 135 112
## [18021] 165 98 195 252 205 210 135 230 160 123 215 285 171 174 235 170 150
## [18038] 145 122 125 150 120 120 195 180 132 200 150 140 149 145 170 207 128
## [18055] 110 194 210 135 212 135 103 210 125 147 78 115 123 125 160 172 120
## [18072] 205 95 130 160 150 150 150 120 150 148 120 250 150 173 160 134 140
## [18089] 132 170 120 135 162 180 130 120 150 200 137 128 190 200 195 205 182
## [18106] 108 140 287 140 220 325 175 140 165 142 140 160 140 175 160 160 138
## [18123] 210 160 135 190 110 156 160 170 135 135 170 150 200 250 135 145 236
## [18140] 140 130 170 120 175 155 190 190 180 165 123 170 190 94 203 230 160
## [18157] 130 167 130 130 145 150 145 194 130 180 250 205 114 180 190 203 180
## [18174] 240 170 295 101 162 190 152 160 213 125 130 134 155 145 200 140 187
## [18191] 148 180 190 190 170 150 172 216 115 230 195 99 130 165 165 240 205
## [18208] 157 285 160 125 150 287 155 170 160 120 125 130 235 230 175 190 135
## [18225] 210 180 190 175 230 200 175 265 160 117 204 215 155 160 100 210 160
## [18242] 230 175 165 197 150 150 175 235 141 180 208 150 200 178 165 175 240
## [18259] 200 235 160 210 190 158 126 199 135 157 200 132 158 136 98 205 200
## [18276] 155 125 170 120 125 170 130 160 103 190 140 190 140 160 122 190 160
## [18293] 190 250 120 162 205 175 205 175 135 115 185 160 180 178 225 145 150
## [18310] 175 150 147 185 150 182 212 200 280 170 95 190 184 100 190 195 237
## [18327] 190 127 125 155 180 260 200 140 155 250 127 210 140 152 245 150 120
## [18344] 120 140 140 170 155 200 170 120 260 145 114 170 160 155 160 200 195
## [18361] 158 116 125 212 145 117 138 150 197 170 200 170 160 145 140 184 142
## [18378] 165 120 195 145 145 166 188 147 205 163 185 195 105 142 145 154 180
## [18395] 170 200 170 123 145 160 225 135 160 125 165 127 115 115 175 210 205
## [18412] 200 220 118 130 147 155 145 125 119 146 150 226 224 170 195 175 145
## [18429] 134 240 110 206 187 120 172 140 165 185 218 220 100 190 160 225 195
## [18446] 145 240 117 150 125 145 141 187 110 195 110 150 180 122 190 290 138
## [18463] 210 150 180 190 155 174 220 190 140 150 125 155 180 150 181 165 157
## [18480] 150 130 125 175 210 165 193 175 225 155 100 220 126 148 150 140 125
## [18497] 220 200 210 170 128 165 110 118 190 210 179 210 200 200 165 200 170
## [18514] 135 160 244 150 145 185 150 205 170 215 104 160 205 190 188 205 210
## [18531] 165 170 128 230 160 195 205 175 189 180 142 122 183 140 220 185 140
## [18548] 160 136 155 135 154 170 185 250 119 175 115 160 140 175 205 165 115
## [18565] 110 124 135 98 180 172 183 140 145 167 160 135 240 216 160 210 175
## [18582] 250 200 184 195 181 160 156 260 180 170 136 120 220 175 240 183 120
## [18599] 128 155 260 140 270 160 108 175 167 180 230 133 190 210 195 180 160
## [18616] 155 170 140 155 122 207 170 230 180 135 112 225 115 168 160 128 168
## [18633] 235 190 200 145 135 186 175 170 156 170 165 120 123 165 165 140 120
## [18650] 205 249 175 135 117 200 190 155 250 120 128 150 163 195 145 137 157
## [18667] 165 110 180 134 165 185 139 250 190 155 125 145 115 210 170 180 175
## [18684] 192 268 200 187 160 110 220 138 172 215 180 208 150 187 180 172 240
## [18701] 133 150 175 150 143 170 145 150 135 140 160 135 200 118 160 122 108
## [18718] 170 115 164 125 115 320 145 165 280 98 205 162 106 138 140 125 170
## [18735] 210 145 150 152 127 132 160 160 68 250 145 210 164 195 240 127 155
## [18752] 123 225 145 130 167 140 140 275 175 130 154 192 140 140 130 120 145
## [18769] 155 169 135 152 250 200 150 155 125 146 205 125 210 248 205 265 180
## [18786] 145 190 125 160 236 190 170 255 160 185 165 210 132 276 140 175 280
## [18803] 155 150 180 165 225 170 105 150 135 155 200 165 160 155 260 250 180
## [18820] 185 163 143 207 134 150 175 110 190 160 170 265 150 108 179 135 130
## [18837] 155 160 143 115 131 130 184 210 170 125 149 250 165 210 160 188 170
## [18854] 230 252 130 165 150 182 150 110 165 160 200 125 110 155 135 150 175
## [18871] 115 150 250 200 170 230 200 188 142 99 170 250 145 295 120 185 190
## [18888] 250 135 235 150 158 169 132 125 205 180 220 140 130 105 216 205 215
## [18905] 185 200 130 175 175 104 195 237 130 315 150 190 165 160 135 148 136
## [18922] 274 120 163 190 142 114 170 135 125 190 135 190 170 135 180 200 192
## [18939] 160 240 200 212 120 172 115 160 200 220 145 240 180 215 225 195 160
## [18956] 230 110 164 165 135 127 118 209 175 175 205 158 185 210 141 210 190
## [18973] 180 310 170 170 169 235 150 103 110 138 160 195 120 170 155 260 200
## [18990] 173 125 203 140 134 260 122 245 115 130 110 152 131 220 132 140 155
## [19007] 170 190 170 165 143 230 150 183 177 175 123 185 174 145 125 240 145
## [19024] 134 200 146 117 155 235 140 127 150 144 168 190 140 170 150 150 160
## [19041] 192 300 190 150 180 170 235 192 260 253 165 165 97 230 190 140 155
## [19058] 162 185 190 190 160 130 155 130 123 170 120 200 125 155 194 160 195
## [19075] 188 180 138 115 129 108 255 180 185 203 150 210 125 210 150 160 156
## [19092] 216 183 180 230 180 180 125 200 195 190 175 235 270 240 138 165 220
## [19109] 185 180 160 125 116 240 220 180 230 150 190 195 220 180 175 175 145
## [19126] 215 188 150 170 132 130 190 175 165 170 175 180 222 150 160 160 235
## [19143] 150 146 105 180 105 190 165 140 130 115 127 350 175 133 127 225 190
## [19160] 190 219 135 120 175 160 145 185 132 162 150 140 125 215 130 168 105
## [19177] 150 200 160 150 215 150 165 180 200 150 150 187 170 150 175 197 190
## [19194] 143 130 110 130 195 172 205 185 240 170 155 151 172 160 200 190 145
## [19211] 195 145 160 155 135 165 275 160 180 185 150 142 120 280 150 200 206
## [19228] 138 116 225 110 140 170 110 153 210 172 120 140 160 210 180 130 138
## [19245] 220 180 200 165 235 178 150 155 155 140 147 185 158 200 140 140 205
## [19262] 150 115 170 165 165 180 200 145 135 160 210 205 145 146 190 165 197
## [19279] 118 118 164 190 123 168 115 160 175 159 205 190 110 125 150 215 220
## [19296] 220 160 176 178 160 230 185 170 105 148 175 185 180 210 145 170 115
## [19313] 210 170 162 240 100 145 400 154 120 172 135 250 320 95 180 172 150
## [19330] 147 145 260 170 115 175 190 145 108 195 150 152 170 200 156 180 145
## [19347] 143 122 228 150 140 117 175 140 170 130 175 180 145 235 120 185 200
## [19364] 190 122 186 130 163 215 165 151 120 158 185 105 195 215 145 120 300
## [19381] 170 135 170 163 140 235 135 120 145 150 260 115 200 190 120 210 189
## [19398] 265 152 360 180 180 135 95 230 145 150 127 162 146 100 190 155 155
## [19415] 260 150 170 147 155 215 179 205 236 140 245 155 163 152 155 142 200
## [19432] 135 150 120 160 145 180 175 165 135 168 126 250 135 180 160 128 110
## [19449] 140 165 148 155 180 135 198 155 180 92 128 165 122 200 170 131 140
## [19466] 127 190 160 120 160 180 235 140 155 148 132 190 210 210 165 170 145
## [19483] 200 127 145 125 130 215 113 148 151 180 172 100 190 190 180 125 145
## [19500] 350 120 200 140 195 180 235 190 120 135 168 199 250 216 295 138 120
## [19517] 240 185 300 170 163 135 255 260 104 190 160 240 110 188 140 250 370
## [19534] 260 190 180 145 218 170 140 163 210 260 185 150 145 170 210 114 184
## [19551] 192 150 185 240 178 108 130 220 313 120 180 135 105 195 235 200 300
## [19568] 135 145 135 115 165 150 228 195 179 127 206 177 165 225 190 157 195
## [19585] 155 145 123 125 210 180 160 142 160 125 118 190 130 170 185 190 255
## [19602] 105 220 200 165 246 200 110 150 134 170 150 265 220 162 128 134 179
## [19619] 175 135 278 165 180 115 198 112 130 163 280 128 120 145 140 140 142
## [19636] 170 165 130 230 300 200 130 210 168 159 122 190 175 230 175 159 180
## [19653] 200 160 170 145 212 160 225 165 135 190 210 197 110 173 125 250 135
## [19670] 216 170 160 185 200 120 185 180 135 200 245 185 180 140 165 200 151
## [19687] 179 115 134 210 140 150 145 135 180 200 175 220 120 170 145 206 140
## [19704] 235 115 173 180 113 160 170 195 220 257 160 300 117 185 130 215 180
## [19721] 200 180 200 200 140 175 180 160 235 164 210 158 208 160 170 165 135
## [19738] 170 130 120 111 150 120 180 200 190 220 220 160 130 190 170 135 140
## [19755] 165 165 131 165 240 128 118 138 195 180 155 170 129 148 180 210 117
## [19772] 125 200 180 138 150 104 180 190 270 177 180 200 110 135 122 110 210
## [19789] 150 135 110 130 196 135 225 240 190 88 140 168 138 200 200 190 165
## [19806] 187 156 127 125 230 170 135 127 133 195 185 230 120 155 120 145 160
## [19823] 245 195 170 250 125 157 219 152 165 179 190 170 180 200 170 155 230
## [19840] 195 182 123 150 150 205 202 100 145 155 168 159 150 168 127 242 135
## [19857] 120 128 115 170 160 170 125 107 310 160 198 184 160 165 163 200 123
## [19874] 200 105 170 135 160 185 138 190 185 170 158 200 250 250 203 140 195
## [19891] 150 170 250 190 150 180 135 100 215 190 160 148 140 117 168 194 185
## [19908] 128 118 140 119 185 145 160 120 165 160 180 150 160 185 125 272 150
## [19925] 130 190 145 235 265 150 135 160 145 200 145 260 110 120 220 140 125
## [19942] 182 210 150 123 134 150 180 165 105 195 292 180 170 155 162 205 172
## [19959] 135 145 120 165 138 180 183 145 180 215 165 112 168 85 145 110 156
## [19976] 230 198 180 135 265 195 210 171 190 180 120 140 200 230 230 195 210
## [19993] 180 165 224 215 200 216 165 170Recall that column 6 represents respondents’ weight, so the command above reported all of the weights in the data set. An alternative method to access the weight data is by referring to the name. Previously, we typed names(cdc) to see all the variables contained in the cdc data set. We can use any of the variable names to select items in our data set.
## [1] 175 125 105 132 150 114 194 170 150 180 186 168 185 170 170 185 156
## [18] 185 200 125 200 160 160 165 105 190 190 160 115 185 166 180 182 185
## [35] 220 117 160 190 125 160 124 143 118 210 200 145 175 130 112 141 179
## [52] 135 140 170 150 172 125 168 120 180 186 144 250 160 164 155 140 125
## [69] 140 190 140 134 217 215 190 215 112 136 142 210 180 120 225 200 148
## [86] 143 135 115 193 140 265 166 145 138 137 175 230 140 180 100 118 142
## [103] 110 114 175 180 140 193 211 220 210 160 132 163 132 207 145 190 200
## [120] 170 280 125 120 224 115 185 160 250 190 205 200 160 144 185 140 200
## [137] 280 180 250 172 215 138 185 220 136 190 150 130 172 107 187 125 110
## [154] 205 140 128 180 165 204 97 130 180 195 187 142 225 180 180 180 128
## [171] 130 215 180 152 151 143 175 210 235 190 220 92 185 150 129 135 140
## [188] 110 183 212 165 171 205 170 170 155 222 200 150 210 130 200 155 135
## [205] 200 134 128 115 155 112 116 135 135 180 140 179 149 135 140 165 126
## [222] 180 107 165 120 210 145 200 125 142 135 185 152 225 207 155 212 122
## [239] 160 125 170 135 148 160 150 165 130 135 190 125 175 200 212 178 132
## [256] 255 175 150 170 156 170 185 198 186 123 168 162 185 113 220 160 165
## [273] 270 220 175 206 210 175 330 200 230 175 180 180 170 100 108 107 205
## [290] 124 163 130 125 250 295 185 105 168 225 185 200 142 90 145 100 138
## [307] 140 145 130 220 300 142 180 130 185 113 140 175 225 153 180 240 195
## [324] 150 110 115 160 147 132 195 250 190 170 175 170 120 155 155 170 127
## [341] 185 150 200 155 160 165 125 195 140 283 180 180 173 165 150 175 185
## [358] 290 115 128 140 130 155 130 115 190 190 115 160 200 125 170 150 160
## [375] 120 163 160 184 160 270 275 165 122 123 145 112 208 103 180 182 195
## [392] 133 230 180 205 185 200 200 175 130 120 169 182 200 155 105 101 240
## [409] 178 200 164 145 140 130 280 220 150 145 190 135 160 187 220 140 180
## [426] 215 146 170 190 125 180 190 155 210 130 195 160 150 102 185 190 145
## [443] 210 250 180 130 196 130 110 160 155 140 210 185 180 238 220 185 119
## [460] 240 180 174 218 202 180 230 145 180 160 135 190 125 132 240 230 200
## [477] 135 200 150 140 201 195 210 165 157 118 185 170 186 150 161 253 180
## [494] 170 171 175 125 180 182 149 133 180 180 185 140 174 135 120 135 198
## [511] 285 110 160 150 210 185 144 128 150 179 100 195 160 230 100 135 150
## [528] 110 220 140 185 250 143 130 195 165 150 182 185 125 115 168 185 170
## [545] 175 178 170 160 140 175 110 200 155 208 125 150 235 220 190 200 141
## [562] 175 180 138 170 132 160 172 123 120 180 190 195 140 192 200 135 185
## [579] 242 170 180 165 230 165 170 155 130 164 176 130 140 140 165 150 130
## [596] 195 165 130 230 150 235 185 215 135 180 115 180 280 170 180 155 155
## [613] 200 185 108 101 328 155 230 148 201 140 150 170 162 145 155 165 230
## [630] 198 132 185 200 220 111 196 154 162 135 155 150 155 198 190 170 180
## [647] 133 200 170 130 200 145 235 135 215 145 170 150 128 180 134 120 168
## [664] 180 126 113 160 250 230 146 120 116 121 175 205 185 248 140 170 245
## [681] 120 145 275 121 185 170 115 152 125 138 167 200 208 185 245 220 179
## [698] 140 238 135 200 145 110 128 132 165 145 136 190 135 180 166 165 200
## [715] 190 140 145 100 167 105 140 135 150 125 130 185 170 198 155 160 275
## [732] 130 173 150 198 144 120 135 140 130 185 150 163 130 165 190 165 150
## [749] 200 150 250 210 180 215 170 190 165 110 170 148 175 200 180 124 114
## [766] 135 165 130 380 170 170 170 141 130 255 190 210 150 145 175 172 175
## [783] 108 160 200 147 120 145 145 130 172 280 140 200 157 210 165 110 165
## [800] 135 162 155 150 177 175 130 113 165 145 170 150 182 140 135 135 115
## [817] 230 165 248 202 190 200 200 165 210 165 220 240 160 140 140 135 120
## [834] 185 248 140 110 135 160 340 115 160 115 135 180 170 115 160 240 134
## [851] 170 140 140 260 226 133 220 135 210 180 400 180 220 205 180 152 105
## [868] 160 105 199 200 145 115 235 125 200 160 180 250 165 168 160 185 190
## [885] 170 135 260 190 120 157 250 270 178 133 150 137 136 120 180 150 95
## [902] 140 153 175 165 140 250 124 197 158 103 234 240 270 195 117 190 148
## [919] 176 120 190 145 198 180 140 157 100 170 150 145 145 160 165 148 170
## [936] 135 140 155 185 123 255 135 125 156 162 170 180 150 140 175 200 123
## [953] 154 125 110 150 300 120 198 190 185 165 140 148 160 195 170 125 195
## [970] 168 160 160 180 144 150 170 150 175 120 205 115 172 235 190 125 110
## [987] 113 230 114 195 130 145 200 168 230 198 185 203 174 155 210 295 260
## [1004] 165 115 180 180 126 112 135 225 160 260 122 122 136 230 188 168 159
## [1021] 155 165 180 187 170 155 165 140 170 185 135 180 215 130 137 145 165
## [1038] 220 180 138 185 119 130 220 150 135 170 128 200 117 170 208 198 150
## [1055] 140 180 165 100 180 125 130 140 110 158 145 175 138 218 212 160 178
## [1072] 145 200 167 125 185 157 200 155 140 148 113 160 110 240 210 159 210
## [1089] 200 164 230 200 180 150 190 145 192 215 154 197 151 188 260 160 115
## [1106] 250 140 115 220 139 150 150 210 170 180 163 165 118 205 199 140 190
## [1123] 150 170 105 150 190 180 115 120 235 171 175 265 170 180 177 170 150
## [1140] 165 220 210 100 150 140 300 150 135 150 145 139 180 184 300 180 200
## [1157] 150 178 175 220 190 110 134 170 180 160 176 160 125 170 130 197 200
## [1174] 185 180 180 105 100 178 180 230 200 135 160 155 340 189 140 220 145
## [1191] 137 191 180 199 140 215 163 138 120 150 200 147 175 155 190 270 160
## [1208] 145 160 92 126 155 138 175 178 189 125 180 170 195 175 155 200 100
## [1225] 159 123 200 95 240 165 280 158 172 170 135 205 138 225 181 185 180
## [1242] 173 178 178 185 200 160 153 180 135 290 195 265 220 160 150 195 215
## [1259] 135 121 85 220 117 148 190 150 110 150 180 165 192 180 150 170 160
## [1276] 175 230 235 400 240 190 150 210 210 125 126 128 168 185 230 270 142
## [1293] 170 180 197 160 165 225 250 195 225 240 175 175 136 130 130 144 170
## [1310] 170 160 200 175 130 180 190 130 170 80 200 195 135 120 144 165 250
## [1327] 165 110 210 190 178 138 150 160 156 180 175 170 138 168 220 209 180
## [1344] 200 135 280 215 310 160 170 170 170 140 120 180 125 162 140 204 155
## [1361] 130 165 190 127 100 154 210 210 228 180 140 135 149 160 212 120 240
## [1378] 170 180 117 218 160 150 170 170 180 300 205 135 170 148 160 155 160
## [1395] 135 175 127 142 135 126 163 150 190 135 270 138 145 140 204 185 98
## [1412] 150 168 160 170 150 103 125 210 150 182 160 225 185 185 130 185 200
## [1429] 150 113 200 215 160 195 120 189 225 160 155 230 115 125 128 102 132
## [1446] 145 199 150 202 160 180 110 175 185 150 115 110 140 180 150 184 183
## [1463] 178 185 170 225 139 215 200 130 175 165 180 170 135 175 108 150 203
## [1480] 200 112 185 153 210 225 230 170 130 200 150 145 350 115 148 165 160
## [1497] 220 185 192 225 270 195 120 175 130 170 110 110 157 146 187 160 160
## [1514] 190 150 210 180 200 140 225 112 176 140 160 129 143 120 270 130 139
## [1531] 168 150 130 125 120 170 145 215 145 215 165 160 109 135 140 145 204
## [1548] 115 140 158 132 210 220 117 160 98 140 132 135 205 150 190 132 180
## [1565] 170 195 175 118 160 175 200 192 125 140 220 170 143 274 150 200 195
## [1582] 195 170 144 136 240 195 200 130 134 185 165 280 138 124 230 150 200
## [1599] 164 200 140 120 120 145 192 130 205 186 198 185 125 170 147 168 150
## [1616] 364 135 158 170 140 168 150 135 140 165 172 250 196 212 176 190 150
## [1633] 185 184 145 185 190 236 185 115 150 160 160 208 132 120 190 165 180
## [1650] 160 175 210 133 160 160 210 172 260 171 160 125 142 200 170 142 190
## [1667] 210 174 140 98 140 185 215 170 115 120 190 225 128 170 285 108 145
## [1684] 175 135 290 190 170 165 150 160 170 175 100 185 170 132 185 112 139
## [1701] 157 185 125 137 200 141 130 194 260 130 157 186 180 174 155 240 162
## [1718] 128 168 160 267 170 145 183 205 150 235 115 130 140 128 108 195 150
## [1735] 165 220 128 170 235 155 169 150 225 180 243 128 138 150 170 172 130
## [1752] 173 208 135 160 139 200 195 185 150 98 165 212 220 200 200 172 190
## [1769] 171 174 101 145 160 128 260 132 180 150 253 130 220 210 160 140 180
## [1786] 200 187 190 160 150 164 150 190 160 150 172 180 150 175 185 175 235
## [1803] 200 135 195 140 240 235 170 178 141 136 275 200 200 153 150 240 362
## [1820] 180 270 137 135 250 220 128 180 170 190 165 210 145 141 180 185 173
## [1837] 175 194 230 157 145 134 110 130 149 250 174 210 145 165 130 192 145
## [1854] 155 145 199 120 185 140 144 125 140 170 203 200 112 160 190 120 210
## [1871] 175 167 145 161 180 130 115 150 210 155 215 155 150 190 150 149 160
## [1888] 140 135 275 150 140 215 135 176 140 170 142 185 156 140 265 170 220
## [1905] 225 135 185 135 130 145 185 185 145 135 137 220 140 192 150 130 170
## [1922] 105 130 172 140 220 127 168 125 200 147 190 190 153 142 172 220 190
## [1939] 120 150 158 170 155 124 230 140 185 135 192 170 176 150 188 150 200
## [1956] 180 154 150 169 132 125 216 217 126 180 114 135 170 230 136 180 165
## [1973] 210 199 190 145 145 182 140 195 185 155 160 185 217 135 150 170 203
## [1990] 165 155 235 150 146 500 135 145 130 132 165 240 220 130 130 165 195
## [2007] 225 190 155 140 90 124 170 213 105 225 160 125 240 192 200 177 146
## [2024] 210 185 130 185 178 160 115 175 105 250 183 190 236 170 165 180 210
## [2041] 185 165 160 115 107 165 196 142 126 245 210 165 180 130 135 155 140
## [2058] 127 220 150 205 190 170 190 130 178 140 225 230 260 120 121 142 140
## [2075] 135 165 200 173 132 178 200 228 185 230 155 110 165 150 138 185 149
## [2092] 120 120 195 160 150 270 155 165 215 160 155 106 170 92 145 220 230
## [2109] 190 160 150 170 140 210 155 184 200 128 125 185 188 190 210 175 131
## [2126] 170 170 193 120 170 160 175 260 112 135 174 160 157 180 199 260 220
## [2143] 120 120 190 165 160 135 125 212 130 150 150 220 130 125 125 147 200
## [2160] 280 135 275 227 250 350 185 250 155 200 160 135 190 200 210 151 190
## [2177] 182 205 140 160 127 150 190 227 160 205 140 110 173 220 160 180 115
## [2194] 220 185 120 163 200 135 210 160 136 250 150 100 125 103 132 140 140
## [2211] 175 135 175 180 130 140 145 173 135 104 120 120 185 190 161 215 228
## [2228] 125 148 160 160 105 120 240 173 125 170 350 155 130 130 150 175 145
## [2245] 128 150 134 124 225 190 285 145 140 140 160 150 250 150 160 150 175
## [2262] 140 190 130 165 250 172 122 195 120 120 185 200 160 190 155 126 110
## [2279] 165 206 180 160 140 230 220 130 195 200 177 120 200 162 140 155 198
## [2296] 160 190 170 135 200 190 223 140 220 175 100 180 210 178 200 129 160
## [2313] 195 180 200 125 113 155 140 210 110 175 115 200 330 121 215 150 150
## [2330] 200 200 245 140 165 142 167 117 172 150 190 175 153 130 135 260 308
## [2347] 145 140 125 160 158 142 130 167 195 150 150 225 140 190 165 200 150
## [2364] 263 152 150 118 160 200 204 140 165 200 142 222 175 150 126 138 190
## [2381] 160 120 127 185 110 149 155 152 170 198 205 180 180 125 200 230 128
## [2398] 155 120 150 132 215 180 175 175 190 111 200 155 130 160 175 145 220
## [2415] 175 230 135 260 178 162 140 165 190 127 208 105 200 215 235 225 200
## [2432] 185 156 225 128 235 120 135 162 140 137 185 106 190 260 210 300 172
## [2449] 230 160 250 145 195 130 205 165 130 110 300 128 265 172 155 132 206
## [2466] 160 123 195 190 150 147 105 174 150 161 225 180 230 168 150 205 180
## [2483] 160 175 210 160 174 140 150 188 155 225 135 128 210 145 195 160 220
## [2500] 132 208 125 225 140 180 160 170 160 245 218 190 100 125 120 240 148
## [2517] 150 250 190 90 240 220 176 154 185 245 180 118 100 155 145 210 110
## [2534] 210 135 120 184 195 170 210 165 125 115 155 262 160 194 155 190 120
## [2551] 230 147 175 150 185 179 115 116 125 157 127 153 160 145 180 130 140
## [2568] 125 175 215 230 190 165 206 140 132 185 170 148 215 138 130 200 145
## [2585] 110 216 350 170 195 185 220 190 150 140 185 180 178 172 200 135 167
## [2602] 200 145 240 215 147 285 160 200 157 145 135 170 195 195 165 185 140
## [2619] 210 250 150 180 190 140 170 180 170 185 230 120 235 150 120 140 165
## [2636] 210 185 170 200 127 165 190 140 210 165 120 185 170 218 135 140 150
## [2653] 130 217 210 187 212 165 400 139 170 117 240 140 215 240 140 130 150
## [2670] 160 144 190 120 200 167 195 149 240 142 190 140 150 220 235 160 210
## [2687] 240 195 178 165 195 193 260 185 190 130 185 320 200 130 149 185 180
## [2704] 133 130 235 170 183 240 140 130 150 137 180 195 125 178 135 220 204
## [2721] 170 200 145 200 160 175 190 150 138 129 165 135 160 200 225 225 126
## [2738] 150 160 250 210 135 160 275 163 190 220 220 190 185 140 200 195 140
## [2755] 170 165 218 140 199 170 142 195 197 109 133 168 175 154 215 155 170
## [2772] 105 150 140 175 195 248 160 165 220 165 106 145 130 155 260 140 173
## [2789] 210 125 185 194 180 118 190 140 210 138 107 155 134 250 180 157 170
## [2806] 113 170 135 205 185 190 160 235 150 165 180 200 145 120 200 180 275
## [2823] 180 150 155 180 165 175 160 170 160 140 195 180 150 130 190 160 120
## [2840] 185 180 135 185 110 150 134 125 146 140 160 155 170 141 120 165 203
## [2857] 170 122 195 195 200 185 195 170 140 140 165 185 175 185 190 175 106
## [2874] 158 125 185 155 136 196 140 195 210 175 175 128 207 190 200 190 230
## [2891] 165 126 205 130 160 250 150 177 150 135 125 126 265 150 130 116 190
## [2908] 150 180 180 145 135 129 220 165 105 210 200 210 138 190 160 196 150
## [2925] 160 160 212 267 180 125 165 185 190 170 138 171 130 165 220 160 139
## [2942] 222 135 400 155 138 145 164 148 138 155 185 233 245 195 124 170 200
## [2959] 250 212 115 165 170 180 180 210 245 185 110 186 165 142 212 180 192
## [2976] 200 165 190 250 172 115 132 170 210 125 145 275 200 150 100 170 193
## [2993] 185 165 255 155 130 145 175 160 230 145 186 210 165 185 225 165 152
## [3010] 180 150 185 240 158 180 168 165 148 130 115 220 189 195 150 120 132
## [3027] 118 155 131 215 215 137 160 135 260 125 160 123 137 250 170 115 110
## [3044] 180 125 230 160 160 200 210 205 157 135 155 185 255 127 140 175 135
## [3061] 240 135 175 220 149 155 125 130 200 150 151 165 150 182 189 160 128
## [3078] 160 175 200 190 185 210 120 162 195 171 185 180 230 195 140 160 120
## [3095] 185 128 130 170 137 132 170 150 121 180 102 124 170 170 310 162 122
## [3112] 130 255 155 115 182 205 190 170 210 138 110 110 120 165 120 190 212
## [3129] 165 168 110 140 166 175 139 220 154 118 220 155 174 165 185 150 143
## [3146] 115 169 150 150 210 160 176 150 175 155 150 202 223 150 200 120 130
## [3163] 162 160 149 286 121 125 174 200 151 215 180 110 160 150 192 190 168
## [3180] 184 170 235 165 115 160 180 170 114 155 180 160 125 205 180 160 156
## [3197] 190 175 150 195 130 150 145 102 112 140 220 190 142 280 225 121 190
## [3214] 170 140 185 120 185 132 145 252 170 130 127 240 190 225 130 160 215
## [3231] 145 220 170 158 150 239 194 228 200 175 190 147 220 200 110 165 250
## [3248] 176 195 170 185 139 193 155 200 130 130 240 170 131 290 230 215 195
## [3265] 190 170 145 198 180 145 148 275 235 220 165 136 150 157 230 156 160
## [3282] 190 230 140 155 170 147 135 160 125 135 130 140 210 170 135 140 155
## [3299] 173 150 140 195 120 125 180 160 145 150 180 110 110 250 185 184 170
## [3316] 174 218 100 170 195 195 130 230 210 170 144 120 120 135 180 139 160
## [3333] 190 160 165 120 140 170 182 220 190 120 145 160 185 160 140 160 90
## [3350] 170 150 200 140 210 120 140 175 158 145 107 220 140 118 135 175 175
## [3367] 165 164 220 220 150 135 135 300 230 172 110 160 160 100 240 129 165
## [3384] 135 250 172 190 215 205 120 200 180 185 125 160 150 149 140 136 212
## [3401] 140 172 190 128 162 160 160 140 150 195 189 190 200 200 134 185 96
## [3418] 115 105 130 280 195 118 185 344 210 170 160 210 225 204 105 110 220
## [3435] 126 113 110 188 165 195 170 200 140 159 200 163 220 140 85 155 151
## [3452] 235 125 156 160 125 119 140 230 140 135 165 190 210 140 192 138 155
## [3469] 190 210 187 200 197 194 172 155 195 155 250 175 167 200 175 188 105
## [3486] 140 155 160 140 140 175 164 130 145 204 178 155 180 125 218 360 161
## [3503] 170 170 195 125 200 165 185 167 200 128 180 193 180 175 150 230 129
## [3520] 160 200 145 126 145 190 180 130 155 185 205 175 155 165 191 170 235
## [3537] 135 152 205 120 190 100 165 145 140 205 148 180 135 255 160 165 220
## [3554] 135 280 167 150 130 145 195 190 324 165 155 180 165 235 170 150 135
## [3571] 160 120 165 260 200 175 175 106 140 180 170 140 143 150 130 165 160
## [3588] 130 168 110 150 165 260 186 175 165 190 170 110 205 165 146 180 175
## [3605] 143 195 106 141 139 200 122 120 150 169 147 170 195 120 107 210 145
## [3622] 180 170 260 215 155 217 210 186 150 136 180 140 235 145 200 190 135
## [3639] 145 270 152 140 142 160 215 178 185 150 186 150 127 130 185 183 180
## [3656] 175 100 159 161 175 163 218 170 135 140 165 215 185 110 290 210 200
## [3673] 180 103 150 160 125 116 240 210 180 240 137 235 180 125 260 150 194
## [3690] 165 265 160 135 180 160 145 150 152 230 190 150 210 180 155 110 240
## [3707] 140 192 155 175 180 240 144 106 185 162 151 108 120 135 170 163 84
## [3724] 168 158 135 150 188 164 135 115 160 205 135 170 118 185 203 105 185
## [3741] 160 150 160 210 198 210 152 120 250 185 204 166 130 160 215 175 165
## [3758] 181 220 210 140 118 175 180 186 130 180 165 160 105 158 185 165 144
## [3775] 140 235 138 185 110 140 218 180 160 230 120 164 193 200 100 286 145
## [3792] 215 200 135 130 225 141 180 170 220 145 145 185 197 214 187 195 154
## [3809] 192 225 200 145 138 178 250 147 135 84 300 143 160 275 125 130 150
## [3826] 171 180 120 246 170 140 160 170 245 170 200 180 210 125 140 124 170
## [3843] 180 210 140 164 185 165 135 150 240 205 115 185 230 170 140 185 140
## [3860] 240 140 180 210 215 160 105 110 300 140 150 260 150 157 190 138 155
## [3877] 102 162 190 130 110 240 190 130 252 200 106 130 145 140 180 165 165
## [3894] 135 180 115 130 230 185 180 125 126 140 200 112 202 125 205 155 213
## [3911] 180 225 192 225 114 191 175 160 132 150 240 200 170 175 139 142 145
## [3928] 162 135 130 135 142 135 142 150 150 180 145 135 250 123 170 115 115
## [3945] 180 195 195 193 160 175 185 170 125 215 210 230 107 108 203 180 235
## [3962] 182 180 150 160 190 195 155 145 180 170 140 127 97 119 112 145 180
## [3979] 190 140 180 119 141 137 162 165 220 140 147 183 180 213 124 119 135
## [3996] 185 160 190 175 125 160 205 220 170 135 129 130 152 130 158 156 130
## [4013] 150 145 250 125 168 170 300 105 148 200 135 185 206 160 230 220 230
## [4030] 250 194 135 195 154 220 155 150 135 176 170 198 135 180 158 280 230
## [4047] 138 160 99 150 190 120 195 115 140 165 125 143 188 180 195 250 278
## [4064] 164 170 140 250 140 175 158 160 200 190 175 124 160 195 145 195 160
## [4081] 135 190 140 160 95 132 140 200 210 170 185 225 125 150 155 115 185
## [4098] 190 150 150 171 260 154 120 160 205 205 205 160 102 185 175 210 145
## [4115] 132 160 145 118 300 168 194 170 115 145 92 186 152 195 152 195 150
## [4132] 172 163 130 172 160 220 265 149 150 185 140 190 110 175 232 175 225
## [4149] 160 225 215 155 220 190 138 170 200 215 122 170 100 157 198 137 180
## [4166] 175 140 132 145 105 152 134 160 155 140 146 200 157 145 150 155 160
## [4183] 190 205 137 165 220 150 140 140 134 150 170 125 230 135 145 180 162
## [4200] 138 260 165 225 180 195 235 145 190 150 119 145 270 210 160 160 150
## [4217] 150 134 160 195 130 170 189 150 180 180 245 154 120 105 117 155 185
## [4234] 160 280 137 115 160 160 195 165 132 185 125 260 240 110 104 135 125
## [4251] 135 185 215 350 160 250 135 145 167 108 130 136 120 190 125 132 132
## [4268] 187 138 160 195 210 203 150 157 190 145 135 120 180 180 190 230 180
## [4285] 150 200 194 125 258 182 145 148 122 280 135 155 128 173 240 135 220
## [4302] 220 286 175 175 200 130 145 200 178 160 132 205 180 200 159 175 155
## [4319] 294 120 180 165 175 130 128 175 167 125 195 155 190 196 105 135 225
## [4336] 200 240 150 115 200 130 165 192 145 125 180 195 230 120 140 132 160
## [4353] 185 160 180 110 180 120 95 159 124 190 170 134 180 125 136 210 135
## [4370] 143 215 200 175 155 110 210 197 153 195 165 185 160 140 95 163 125
## [4387] 120 98 130 190 122 200 198 205 175 125 114 115 112 130 124 136 150
## [4404] 145 155 170 190 150 168 137 162 90 123 190 185 160 99 148 165 175
## [4421] 140 204 175 115 165 160 175 160 150 185 185 110 190 190 152 215 158
## [4438] 155 196 151 220 125 165 170 495 115 135 220 118 140 170 225 150 250
## [4455] 174 140 185 150 115 170 265 103 170 230 138 340 145 249 145 105 220
## [4472] 135 160 140 170 220 190 155 205 180 134 265 140 230 101 190 155 120
## [4489] 250 194 150 182 140 190 225 220 225 130 185 180 190 190 175 150 198
## [4506] 195 180 160 210 200 214 160 137 256 150 210 140 165 250 205 135 115
## [4523] 165 190 210 145 156 145 175 105 140 160 200 145 170 205 150 110 167
## [4540] 160 200 140 255 250 115 310 180 220 150 176 165 160 240 135 130 180
## [4557] 148 161 248 112 130 150 185 192 160 140 218 148 180 265 202 200 127
## [4574] 150 165 150 120 207 155 220 185 210 170 184 227 156 200 215 140 127
## [4591] 134 187 147 165 175 150 170 120 175 140 176 180 160 240 155 130 110
## [4608] 150 195 200 225 371 180 158 125 122 190 135 235 220 190 198 180 105
## [4625] 170 130 170 145 160 145 230 185 160 170 140 160 120 158 145 170 220
## [4642] 107 115 172 170 135 230 180 195 180 128 128 205 140 140 130 220 250
## [4659] 130 133 132 98 220 134 117 160 100 235 175 140 192 210 240 137 180
## [4676] 175 115 165 130 225 160 175 210 115 140 135 200 170 220 156 160 165
## [4693] 175 180 150 120 135 185 180 140 180 115 160 145 200 164 130 140 175
## [4710] 130 150 190 175 145 155 200 175 135 155 180 120 124 172 135 220 145
## [4727] 200 180 185 210 183 225 255 110 215 260 200 200 135 160 220 119 145
## [4744] 246 172 145 210 131 145 105 128 100 148 178 165 160 165 163 178 110
## [4761] 130 160 205 114 160 235 155 175 125 160 227 160 150 142 178 205 119
## [4778] 135 170 180 200 165 250 115 250 120 240 140 160 170 135 165 140 200
## [4795] 150 212 154 145 105 235 106 235 175 159 270 160 207 149 160 142 145
## [4812] 170 130 150 132 200 160 130 129 185 240 230 160 275 175 103 125 195
## [4829] 142 160 160 260 140 235 138 215 140 147 187 180 350 170 195 193 130
## [4846] 195 125 215 190 175 135 140 205 130 150 142 160 150 150 230 190 145
## [4863] 120 180 130 145 200 135 215 135 83 160 210 205 135 210 178 178 175
## [4880] 195 155 125 210 135 124 200 170 200 140 128 175 220 210 170 200 255
## [4897] 160 180 150 180 190 138 220 130 135 120 210 175 140 124 160 170 138
## [4914] 160 117 142 230 290 250 175 135 165 140 150 137 126 230 170 240 200
## [4931] 180 180 185 125 210 195 130 200 162 180 180 160 170 225 235 170 160
## [4948] 300 125 245 170 120 196 148 138 150 155 150 103 170 165 110 200 180
## [4965] 170 160 212 178 155 125 140 105 218 236 190 140 140 150 170 119 127
## [4982] 175 137 210 175 215 170 162 145 145 165 185 240 200 98 162 140 135
## [4999] 110 290 135 108 130 189 145 125 243 150 210 160 135 210 165 193 145
## [5016] 270 180 142 135 175 105 194 212 202 135 150 160 140 105 175 162 135
## [5033] 210 210 155 175 220 140 150 140 180 240 220 200 120 165 310 125 155
## [5050] 130 142 120 103 225 230 200 165 171 275 140 184 130 330 215 175 150
## [5067] 165 138 200 145 115 185 145 140 160 200 190 123 210 155 230 145 120
## [5084] 128 160 155 130 160 148 120 125 170 125 170 150 190 170 245 200 170
## [5101] 200 155 220 145 200 215 120 200 220 150 250 140 220 180 123 195 150
## [5118] 220 130 203 184 150 240 175 155 210 260 135 165 180 118 130 158 195
## [5135] 125 155 170 140 200 162 150 116 215 165 160 213 175 165 125 175 130
## [5152] 170 160 210 162 160 250 220 190 200 210 142 165 165 160 209 200 190
## [5169] 108 155 225 125 162 182 148 150 110 125 170 145 223 192 220 162 135
## [5186] 130 143 148 265 160 160 133 170 155 115 210 128 186 135 165 155 120
## [5203] 125 150 171 250 114 220 136 190 125 130 170 180 143 180 140 168 220
## [5220] 205 200 180 155 135 165 110 198 200 212 145 180 195 215 170 155 170
## [5237] 148 175 180 185 130 145 155 170 192 195 155 240 190 110 182 130 160
## [5254] 175 180 142 178 175 155 145 160 140 161 170 190 170 192 155 120 165
## [5271] 160 148 240 204 185 120 265 190 180 152 195 150 170 225 140 210 150
## [5288] 150 110 140 155 135 120 205 137 108 300 190 233 138 205 132 173 155
## [5305] 200 175 140 150 160 140 145 184 230 148 159 179 130 160 185 124 180
## [5322] 200 150 175 230 125 145 175 140 134 215 300 235 230 120 185 131 155
## [5339] 140 170 165 225 165 185 279 156 155 155 130 153 112 145 90 135 170
## [5356] 185 141 170 315 125 300 138 150 135 175 170 180 125 165 105 150 250
## [5373] 165 260 155 190 190 150 225 210 195 200 160 183 192 145 230 155 185
## [5390] 180 160 160 107 204 130 180 175 168 160 240 180 160 125 170 210 150
## [5407] 175 172 270 225 195 95 130 190 205 240 193 175 185 175 170 300 160
## [5424] 193 121 109 150 265 200 180 205 150 180 185 120 200 135 180 208 180
## [5441] 145 220 135 145 125 170 180 175 195 122 200 170 189 185 148 170 172
## [5458] 202 260 165 155 220 195 144 172 197 145 170 200 150 215 140 135 135
## [5475] 210 180 120 135 194 115 170 160 128 210 219 166 140 173 170 152 220
## [5492] 280 225 143 135 160 220 200 215 170 140 200 150 120 165 120 180 163
## [5509] 200 160 120 145 290 215 320 145 147 170 290 145 150 195 145 170 122
## [5526] 135 194 134 160 234 170 168 160 135 120 195 200 270 231 150 165 155
## [5543] 200 195 140 180 205 200 115 250 150 235 110 190 132 180 120 130 235
## [5560] 270 113 250 185 140 205 125 120 145 160 109 155 130 194 162 112 165
## [5577] 296 200 170 138 123 150 190 178 123 170 265 190 165 165 215 270 170
## [5594] 184 145 190 180 112 160 215 140 147 163 107 163 220 235 165 200 210
## [5611] 165 140 130 200 126 240 136 135 120 120 107 185 175 165 140 100 148
## [5628] 205 126 135 135 205 192 132 220 220 190 147 140 185 180 180 127 220
## [5645] 145 238 210 90 162 205 234 200 175 145 140 200 165 110 126 175 175
## [5662] 129 141 140 178 141 190 184 155 170 155 175 210 175 135 125 145 204
## [5679] 260 120 300 125 165 250 112 170 120 150 200 165 129 185 230 122 147
## [5696] 110 160 190 210 140 180 196 310 162 165 126 172 138 275 114 175 150
## [5713] 238 215 160 220 165 180 165 185 151 150 185 175 145 140 170 280 190
## [5730] 183 150 180 140 155 168 130 183 130 240 250 160 150 150 200 122 193
## [5747] 130 165 118 200 155 160 150 190 144 155 140 162 145 230 170 120 255
## [5764] 195 165 150 180 135 113 210 207 155 196 125 205 170 128 350 170 220
## [5781] 235 162 150 205 135 150 250 165 120 175 175 210 145 120 115 112 174
## [5798] 145 158 135 205 130 125 179 170 147 112 138 139 175 120 250 130 165
## [5815] 215 140 130 201 150 127 155 133 138 157 210 165 165 180 190 235 225
## [5832] 127 175 195 160 152 165 155 108 140 160 160 155 200 118 225 135 145
## [5849] 130 210 220 160 175 224 170 120 150 155 115 130 230 165 175 200 220
## [5866] 160 170 160 130 160 153 220 180 115 158 188 140 215 168 150 156 130
## [5883] 195 150 235 174 180 240 140 225 200 200 125 170 200 145 250 138 180
## [5900] 125 190 195 122 110 175 192 132 127 180 120 175 235 168 220 185 165
## [5917] 175 140 148 121 150 180 140 165 110 115 200 150 165 190 100 173 190
## [5934] 155 200 132 125 120 106 182 130 210 185 160 180 150 200 125 140 192
## [5951] 225 185 105 85 130 154 180 149 210 204 195 190 240 135 200 138 120
## [5968] 148 140 235 169 310 160 135 173 200 170 143 170 204 220 167 148 220
## [5985] 160 140 150 105 215 212 185 205 130 186 198 170 190 140 225 235 200
## [6002] 170 110 204 155 175 230 190 170 108 230 170 220 165 120 160 108 120
## [6019] 158 190 250 106 165 230 310 170 115 122 150 200 205 240 250 110 164
## [6036] 165 160 137 165 210 122 140 230 225 115 170 145 150 205 135 198 188
## [6053] 180 257 165 262 133 150 150 160 160 230 168 200 200 205 130 125 195
## [6070] 145 170 162 115 150 166 190 190 126 170 215 155 220 150 160 150 140
## [6087] 135 179 200 110 230 186 130 130 260 220 150 180 170 220 155 150 182
## [6104] 155 122 180 200 195 250 200 198 133 150 138 188 189 140 155 197 140
## [6121] 200 188 168 215 173 150 115 160 203 170 170 230 190 175 180 210 160
## [6138] 170 200 153 175 215 108 128 125 234 190 170 180 200 147 190 310 235
## [6155] 214 106 145 175 180 145 188 170 175 140 185 160 135 183 145 185 240
## [6172] 180 200 125 185 170 170 160 175 150 160 220 245 210 180 175 155 100
## [6189] 195 160 155 170 160 180 130 205 146 163 160 170 150 158 135 220 174
## [6206] 160 220 200 108 120 180 118 230 180 170 210 135 165 133 250 226 168
## [6223] 210 245 300 150 155 150 180 200 155 169 155 168 165 200 195 172 156
## [6240] 190 300 160 190 150 190 138 300 175 260 120 180 160 200 175 160 176
## [6257] 175 160 179 145 174 165 155 230 160 190 145 248 190 232 155 188 260
## [6274] 222 177 189 142 135 260 178 200 130 170 180 235 198 245 135 140 140
## [6291] 120 134 190 240 175 170 162 200 225 175 195 122 165 140 158 170 160
## [6308] 140 115 175 105 180 148 110 183 195 152 160 160 190 185 245 135 135
## [6325] 137 135 165 150 160 185 135 165 145 155 110 150 178 205 175 155 170
## [6342] 145 180 135 160 180 180 137 140 140 210 145 165 155 250 222 142 159
## [6359] 158 133 150 196 175 168 165 110 218 185 130 140 215 170 106 240 152
## [6376] 180 173 215 280 250 185 102 210 190 219 225 170 128 225 170 160 174
## [6393] 158 170 124 215 109 225 180 300 122 172 245 145 175 157 110 248 200
## [6410] 185 148 117 210 190 285 140 180 160 160 165 315 205 170 195 165 175
## [6427] 134 105 215 115 175 158 175 134 220 110 143 189 172 130 185 120 170
## [6444] 165 214 200 125 180 125 155 165 175 220 125 145 135 195 140 135 210
## [6461] 180 185 160 205 145 170 140 150 150 180 180 180 192 235 194 200 185
## [6478] 145 220 120 200 175 130 260 195 188 145 130 104 130 190 158 175 133
## [6495] 250 170 160 222 193 175 186 174 118 145 160 115 160 135 180 195 160
## [6512] 180 160 285 200 195 160 150 240 220 150 142 175 160 175 200 160 160
## [6529] 120 190 132 140 172 300 220 195 170 180 162 154 145 145 136 210 150
## [6546] 205 123 170 160 118 135 115 140 135 205 190 215 158 203 150 150 160
## [6563] 166 170 135 230 170 135 175 210 148 170 145 158 195 160 348 105 125
## [6580] 143 140 140 208 170 170 183 205 210 186 105 120 145 170 150 145 175
## [6597] 155 115 190 128 138 145 160 210 118 138 150 130 210 219 152 205 145
## [6614] 170 132 175 105 159 279 270 200 110 120 152 200 155 190 185 150 130
## [6631] 144 197 165 205 140 230 208 148 165 220 170 190 210 190 215 175 125
## [6648] 170 155 125 150 180 190 110 196 195 210 165 210 163 271 170 250 230
## [6665] 160 185 234 140 180 120 180 220 200 220 130 155 160 216 180 140 130
## [6682] 162 170 146 119 175 165 121 170 198 150 148 230 176 135 120 141 185
## [6699] 114 190 260 125 193 245 145 189 198 155 170 120 245 135 182 118 170
## [6716] 175 190 100 200 114 160 180 139 220 250 126 140 127 160 145 130 160
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## [18259] 200 235 160 210 190 158 126 199 135 157 200 132 158 136 98 205 200
## [18276] 155 125 170 120 125 170 130 160 103 190 140 190 140 160 122 190 160
## [18293] 190 250 120 162 205 175 205 175 135 115 185 160 180 178 225 145 150
## [18310] 175 150 147 185 150 182 212 200 280 170 95 190 184 100 190 195 237
## [18327] 190 127 125 155 180 260 200 140 155 250 127 210 140 152 245 150 120
## [18344] 120 140 140 170 155 200 170 120 260 145 114 170 160 155 160 200 195
## [18361] 158 116 125 212 145 117 138 150 197 170 200 170 160 145 140 184 142
## [18378] 165 120 195 145 145 166 188 147 205 163 185 195 105 142 145 154 180
## [18395] 170 200 170 123 145 160 225 135 160 125 165 127 115 115 175 210 205
## [18412] 200 220 118 130 147 155 145 125 119 146 150 226 224 170 195 175 145
## [18429] 134 240 110 206 187 120 172 140 165 185 218 220 100 190 160 225 195
## [18446] 145 240 117 150 125 145 141 187 110 195 110 150 180 122 190 290 138
## [18463] 210 150 180 190 155 174 220 190 140 150 125 155 180 150 181 165 157
## [18480] 150 130 125 175 210 165 193 175 225 155 100 220 126 148 150 140 125
## [18497] 220 200 210 170 128 165 110 118 190 210 179 210 200 200 165 200 170
## [18514] 135 160 244 150 145 185 150 205 170 215 104 160 205 190 188 205 210
## [18531] 165 170 128 230 160 195 205 175 189 180 142 122 183 140 220 185 140
## [18548] 160 136 155 135 154 170 185 250 119 175 115 160 140 175 205 165 115
## [18565] 110 124 135 98 180 172 183 140 145 167 160 135 240 216 160 210 175
## [18582] 250 200 184 195 181 160 156 260 180 170 136 120 220 175 240 183 120
## [18599] 128 155 260 140 270 160 108 175 167 180 230 133 190 210 195 180 160
## [18616] 155 170 140 155 122 207 170 230 180 135 112 225 115 168 160 128 168
## [18633] 235 190 200 145 135 186 175 170 156 170 165 120 123 165 165 140 120
## [18650] 205 249 175 135 117 200 190 155 250 120 128 150 163 195 145 137 157
## [18667] 165 110 180 134 165 185 139 250 190 155 125 145 115 210 170 180 175
## [18684] 192 268 200 187 160 110 220 138 172 215 180 208 150 187 180 172 240
## [18701] 133 150 175 150 143 170 145 150 135 140 160 135 200 118 160 122 108
## [18718] 170 115 164 125 115 320 145 165 280 98 205 162 106 138 140 125 170
## [18735] 210 145 150 152 127 132 160 160 68 250 145 210 164 195 240 127 155
## [18752] 123 225 145 130 167 140 140 275 175 130 154 192 140 140 130 120 145
## [18769] 155 169 135 152 250 200 150 155 125 146 205 125 210 248 205 265 180
## [18786] 145 190 125 160 236 190 170 255 160 185 165 210 132 276 140 175 280
## [18803] 155 150 180 165 225 170 105 150 135 155 200 165 160 155 260 250 180
## [18820] 185 163 143 207 134 150 175 110 190 160 170 265 150 108 179 135 130
## [18837] 155 160 143 115 131 130 184 210 170 125 149 250 165 210 160 188 170
## [18854] 230 252 130 165 150 182 150 110 165 160 200 125 110 155 135 150 175
## [18871] 115 150 250 200 170 230 200 188 142 99 170 250 145 295 120 185 190
## [18888] 250 135 235 150 158 169 132 125 205 180 220 140 130 105 216 205 215
## [18905] 185 200 130 175 175 104 195 237 130 315 150 190 165 160 135 148 136
## [18922] 274 120 163 190 142 114 170 135 125 190 135 190 170 135 180 200 192
## [18939] 160 240 200 212 120 172 115 160 200 220 145 240 180 215 225 195 160
## [18956] 230 110 164 165 135 127 118 209 175 175 205 158 185 210 141 210 190
## [18973] 180 310 170 170 169 235 150 103 110 138 160 195 120 170 155 260 200
## [18990] 173 125 203 140 134 260 122 245 115 130 110 152 131 220 132 140 155
## [19007] 170 190 170 165 143 230 150 183 177 175 123 185 174 145 125 240 145
## [19024] 134 200 146 117 155 235 140 127 150 144 168 190 140 170 150 150 160
## [19041] 192 300 190 150 180 170 235 192 260 253 165 165 97 230 190 140 155
## [19058] 162 185 190 190 160 130 155 130 123 170 120 200 125 155 194 160 195
## [19075] 188 180 138 115 129 108 255 180 185 203 150 210 125 210 150 160 156
## [19092] 216 183 180 230 180 180 125 200 195 190 175 235 270 240 138 165 220
## [19109] 185 180 160 125 116 240 220 180 230 150 190 195 220 180 175 175 145
## [19126] 215 188 150 170 132 130 190 175 165 170 175 180 222 150 160 160 235
## [19143] 150 146 105 180 105 190 165 140 130 115 127 350 175 133 127 225 190
## [19160] 190 219 135 120 175 160 145 185 132 162 150 140 125 215 130 168 105
## [19177] 150 200 160 150 215 150 165 180 200 150 150 187 170 150 175 197 190
## [19194] 143 130 110 130 195 172 205 185 240 170 155 151 172 160 200 190 145
## [19211] 195 145 160 155 135 165 275 160 180 185 150 142 120 280 150 200 206
## [19228] 138 116 225 110 140 170 110 153 210 172 120 140 160 210 180 130 138
## [19245] 220 180 200 165 235 178 150 155 155 140 147 185 158 200 140 140 205
## [19262] 150 115 170 165 165 180 200 145 135 160 210 205 145 146 190 165 197
## [19279] 118 118 164 190 123 168 115 160 175 159 205 190 110 125 150 215 220
## [19296] 220 160 176 178 160 230 185 170 105 148 175 185 180 210 145 170 115
## [19313] 210 170 162 240 100 145 400 154 120 172 135 250 320 95 180 172 150
## [19330] 147 145 260 170 115 175 190 145 108 195 150 152 170 200 156 180 145
## [19347] 143 122 228 150 140 117 175 140 170 130 175 180 145 235 120 185 200
## [19364] 190 122 186 130 163 215 165 151 120 158 185 105 195 215 145 120 300
## [19381] 170 135 170 163 140 235 135 120 145 150 260 115 200 190 120 210 189
## [19398] 265 152 360 180 180 135 95 230 145 150 127 162 146 100 190 155 155
## [19415] 260 150 170 147 155 215 179 205 236 140 245 155 163 152 155 142 200
## [19432] 135 150 120 160 145 180 175 165 135 168 126 250 135 180 160 128 110
## [19449] 140 165 148 155 180 135 198 155 180 92 128 165 122 200 170 131 140
## [19466] 127 190 160 120 160 180 235 140 155 148 132 190 210 210 165 170 145
## [19483] 200 127 145 125 130 215 113 148 151 180 172 100 190 190 180 125 145
## [19500] 350 120 200 140 195 180 235 190 120 135 168 199 250 216 295 138 120
## [19517] 240 185 300 170 163 135 255 260 104 190 160 240 110 188 140 250 370
## [19534] 260 190 180 145 218 170 140 163 210 260 185 150 145 170 210 114 184
## [19551] 192 150 185 240 178 108 130 220 313 120 180 135 105 195 235 200 300
## [19568] 135 145 135 115 165 150 228 195 179 127 206 177 165 225 190 157 195
## [19585] 155 145 123 125 210 180 160 142 160 125 118 190 130 170 185 190 255
## [19602] 105 220 200 165 246 200 110 150 134 170 150 265 220 162 128 134 179
## [19619] 175 135 278 165 180 115 198 112 130 163 280 128 120 145 140 140 142
## [19636] 170 165 130 230 300 200 130 210 168 159 122 190 175 230 175 159 180
## [19653] 200 160 170 145 212 160 225 165 135 190 210 197 110 173 125 250 135
## [19670] 216 170 160 185 200 120 185 180 135 200 245 185 180 140 165 200 151
## [19687] 179 115 134 210 140 150 145 135 180 200 175 220 120 170 145 206 140
## [19704] 235 115 173 180 113 160 170 195 220 257 160 300 117 185 130 215 180
## [19721] 200 180 200 200 140 175 180 160 235 164 210 158 208 160 170 165 135
## [19738] 170 130 120 111 150 120 180 200 190 220 220 160 130 190 170 135 140
## [19755] 165 165 131 165 240 128 118 138 195 180 155 170 129 148 180 210 117
## [19772] 125 200 180 138 150 104 180 190 270 177 180 200 110 135 122 110 210
## [19789] 150 135 110 130 196 135 225 240 190 88 140 168 138 200 200 190 165
## [19806] 187 156 127 125 230 170 135 127 133 195 185 230 120 155 120 145 160
## [19823] 245 195 170 250 125 157 219 152 165 179 190 170 180 200 170 155 230
## [19840] 195 182 123 150 150 205 202 100 145 155 168 159 150 168 127 242 135
## [19857] 120 128 115 170 160 170 125 107 310 160 198 184 160 165 163 200 123
## [19874] 200 105 170 135 160 185 138 190 185 170 158 200 250 250 203 140 195
## [19891] 150 170 250 190 150 180 135 100 215 190 160 148 140 117 168 194 185
## [19908] 128 118 140 119 185 145 160 120 165 160 180 150 160 185 125 272 150
## [19925] 130 190 145 235 265 150 135 160 145 200 145 260 110 120 220 140 125
## [19942] 182 210 150 123 134 150 180 165 105 195 292 180 170 155 162 205 172
## [19959] 135 145 120 165 138 180 183 145 180 215 165 112 168 85 145 110 156
## [19976] 230 198 180 135 265 195 210 171 190 180 120 140 200 230 230 195 210
## [19993] 180 165 224 215 200 216 165 170The dollar-sign tells R to look in data frame cdc for the column called weight. Since that’s a single vector, we can subset it with just a single index inside square brackets. We see the weight for the 567th respondent by typing
## [1] 160Similarly, for just the first 10 respondents
## [1] 175 125 105 132 150 114 194 170 150 180The command above returns the same result as the cdc[1:10,6] command. Both row-and-column notation and dollar-sign notation are widely used, which one you choose to use depends on your personal preference.
A little more on subsetting
It’s often useful to extract all individuals (cases) in a data set that have specific characteristics. We accomplish this through conditioning commands. First, consider expressions like
## [1] TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [12] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
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## [34] TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
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## [3422] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
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## [3455] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
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## [4852] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
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## [4907] TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
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## [5006] FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
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## [5116] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5127] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [5138] FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [5149] FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [5160] FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
## [5171] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
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## [5193] FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [5204] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [5215] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [5226] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [5237] FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [5248] TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [5259] FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [5270] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
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## [5292] TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE
## [5303] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [5314] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
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## [5347] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE
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## [5369] FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
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## [5391] TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [5402] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
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## [5424] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
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## [5501] FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [5512] FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
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## [5886] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
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## [6106] TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [6117] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [6128] TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [6139] FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [6150] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [6161] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [6172] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
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## [6194] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [6205] FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
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## [6238] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [6249] TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [6260] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6271] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [6282] TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [6293] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [6304] TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
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## [6326] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [6337] FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
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## [6359] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [6370] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [6381] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [6392] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [6403] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
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## [6425] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
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## [6480] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [6491] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [6502] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [6513] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [6524] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [6535] TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [6546] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
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## [6568] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
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## [6601] FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [6612] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [6623] FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [6634] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [6645] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [6656] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [6667] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE
## [6678] TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [6689] TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [6700] TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [6711] TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [6722] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [6733] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [6744] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [6755] TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [6766] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [6777] FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [6788] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [6799] FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [6810] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [6821] TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE
## [6832] TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [6843] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [6854] FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [6865] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
## [6876] TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [6887] TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE
## [6898] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [6909] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
## [6920] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [6931] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [6942] TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [6953] TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [6964] FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [6975] FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE
## [6986] FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [6997] TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE
## [7008] FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE
## [7019] TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [7030] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
## [7041] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7052] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [7063] TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [7074] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [7085] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [7096] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [7107] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [7118] TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [7129] TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [7140] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [7151] TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [7162] FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [7173] FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [7184] FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [7195] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [7206] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7217] TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [7228] FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [7239] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7250] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [7261] FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [7272] TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [7283] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [7294] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [7305] FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE
## [7316] TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [7327] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [7338] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [7349] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [7360] TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [7371] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [7382] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [7393] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [7404] TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7415] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [7426] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [7437] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [7448] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE
## [7459] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [7470] TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [7481] FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [7492] TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [7503] FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [7514] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [7525] TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [7536] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [7547] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [7558] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [7569] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [7580] TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [7591] FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [7602] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [7613] TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [7624] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [7635] TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [7646] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [7657] TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [7668] FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [7679] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [7690] FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [7701] TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [7712] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [7723] FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE
## [7734] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [7745] FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE
## [7756] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [7767] FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [7778] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [7789] FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [7800] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [7811] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [7822] TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [7833] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [7844] FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [7855] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [7866] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [7877] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [7888] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [7899] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7910] FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [7921] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [7932] TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [7943] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [7954] FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [7965] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [7976] FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE
## [7987] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE
## [7998] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [8009] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [8020] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [8031] FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [8042] TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [8053] FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
## [8064] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [8075] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE
## [8086] TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [8097] FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [8108] FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [8119] TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [8130] FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [8141] FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [8152] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [8163] FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [8174] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [8185] FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [8196] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [8207] TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [8218] TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [8229] FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [8240] TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [8251] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [8262] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [8273] TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [8284] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [8295] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [8306] TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [8317] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [8328] FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [8339] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [8350] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [8361] FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [8372] FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [8383] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [8394] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [8405] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE
## [8416] TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
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## [10968] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
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## [11001] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
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## [11023] TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [11034] FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
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## [11100] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [11111] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [11122] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [11133] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [11144] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [11155] FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
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## [11177] TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [11188] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE
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## [11210] FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE
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## [11320] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [11331] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [11342] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
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## [11364] FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE
## [11375] TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE
## [11386] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE
## [11397] FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
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## [11419] FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
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## [11463] FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
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## [11485] TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE
## [11496] FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [11507] TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [11518] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [11540] TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [11551] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
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## [11573] TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [11584] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [11595] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [11606] FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [11617] FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [11628] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
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## [11650] TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE
## [11661] FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [11672] TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
## [11683] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [11694] TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [11705] FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [11716] FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [11727] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE
## [11738] FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [11749] TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [11760] FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [11771] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [11782] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [11793] FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [11804] FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [11815] TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE
## [11826] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [11837] FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [11848] FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [11859] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [11870] TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE
## [11881] TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [11892] TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [11903] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [11914] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [11925] FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [11936] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [11947] FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [11958] TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [11969] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [11980] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [11991] FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [12002] FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [12013] FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [12024] TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [12035] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE
## [12046] FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [12057] FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [12068] FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE
## [12079] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [12090] FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [12101] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
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## [12123] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [12134] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [12145] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [12156] FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [12167] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [12178] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [12189] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [12200] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [12211] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [12222] TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [12233] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [12244] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [12255] FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [12266] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [12277] FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [12288] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [12299] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [12310] FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [12321] FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [12332] TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
## [12343] FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [12354] TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [12365] TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [12376] TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE
## [12387] FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [12398] TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [12409] FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [12420] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [12431] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [12442] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [12453] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [12464] FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [12475] TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE
## [12486] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [12497] TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [12508] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [12519] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [12530] TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
## [12541] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [12552] FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [12563] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12574] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [12585] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12596] TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [12607] FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [12618] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [12629] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [12640] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [12651] FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [12662] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [12673] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [12684] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE
## [12695] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [12706] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE
## [12717] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [12728] FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [12739] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [12750] TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
## [12761] FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [12772] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [12783] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [12794] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12805] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [12816] TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [12827] FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
## [12838] FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [12849] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [12860] FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [12871] TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [12882] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [12893] FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [12904] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [12915] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [12926] TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [12937] FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [12948] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [12959] FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [12970] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [12981] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE
## [12992] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [13003] FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [13014] TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
## [13025] TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [13036] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [13047] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [13058] FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [13069] FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [13080] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [13091] FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [13102] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE
## [13113] TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [13124] FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [13135] FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [13146] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [13157] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [13168] FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [13179] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [13190] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [13201] TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [13212] FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [13223] TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE
## [13234] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [13245] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [13256] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [13267] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [13278] TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [13289] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [13300] TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [13311] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [13322] FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [13333] TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [13344] TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [13355] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
## [13366] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [13377] FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [13388] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
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## [16512] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE
## [16523] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
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## [16567] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
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## [16589] TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
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## [16721] FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
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## [16798] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
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## [16820] TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE
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## [16974] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
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## [17073] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
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## [17161] FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
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## [17183] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [17194] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [17216] FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [17227] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [17238] FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE
## [17249] FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [17260] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [17271] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [17282] TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [17293] TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE
## [17304] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [17315] FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [17326] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [17337] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [17348] FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
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## [17370] TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [17381] TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE
## [17392] FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE
## [17403] TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [17414] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [17425] FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [17436] TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
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## [17458] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [17469] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
## [17480] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [17491] FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE
## [17502] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [17524] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
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## [17557] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [17568] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [17579] TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [17590] FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [17601] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
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## [17634] FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [17645] FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [17656] FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [17667] FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [17678] TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [17689] TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [17700] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [17711] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE
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## [17733] FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [17744] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [17755] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
## [17766] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [17777] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [17788] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [17799] TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [17810] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [17821] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [17832] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [17843] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
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## [17876] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [17887] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [17898] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [17909] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [17920] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
## [17931] FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE
## [17942] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [17953] FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
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## [17986] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE
## [17997] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [18008] FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [18019] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [18030] FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE
## [18041] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [18052] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [18063] TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE
## [18074] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [18085] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [18096] FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [18107] FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [18118] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [18129] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
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## [18173] FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [18184] FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [18195] TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [18206] TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [18217] FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
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## [18239] FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [18250] FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
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## [18272] FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [18283] FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [18294] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [18305] FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [18316] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [18327] FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [18338] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [18349] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [18360] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [18371] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [18382] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [18393] FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE
## [18404] FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [18415] FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [18426] TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [18437] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [18448] FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [18459] FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [18470] TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [18481] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [18492] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [18503] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [18514] FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [18525] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [18536] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [18547] TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE
## [18558] FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [18569] FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [18580] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [18591] FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [18602] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [18613] TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [18624] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE
## [18635] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE
## [18646] TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [18657] FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [18668] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE
## [18679] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [18690] FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [18701] TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [18712] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [18723] FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE
## [18734] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE
## [18745] FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [18756] TRUE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [18767] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE
## [18778] FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [18789] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE
## [18800] FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE
## [18811] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [18822] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [18833] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [18844] TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [18855] TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [18866] FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [18877] FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [18888] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
## [18899] FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [18910] FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [18921] FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [18932] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [18943] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [18954] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [18965] FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE
## [18976] TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE
## [18987] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [18998] FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [19009] TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE
## [19020] FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [19031] FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE
## [19042] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [19053] FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [19064] FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [19075] TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [19086] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [19097] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [19108] TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [19119] FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [19130] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [19141] FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [19152] FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [19163] FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [19174] FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [19185] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [19196] FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [19207] FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE
## [19218] TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [19229] FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE
## [19240] FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [19251] FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE TRUE
## [19262] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [19273] TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [19284] FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [19295] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [19306] TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [19317] FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [19328] TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE
## [19339] TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [19350] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [19361] FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [19372] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [19383] FALSE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE
## [19394] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [19405] FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [19416] FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [19427] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [19438] TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE
## [19449] FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE
## [19460] TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [19471] TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [19482] FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [19493] FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [19504] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [19515] FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [19526] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [19537] FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [19548] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [19559] TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [19570] FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [19581] FALSE FALSE FALSE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE
## [19592] FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [19603] TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [19614] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [19625] TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [19636] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [19647] TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE
## [19658] TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
## [19669] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [19680] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [19691] FALSE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [19702] TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE
## [19713] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [19724] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [19735] TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE
## [19746] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE
## [19757] FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE
## [19768] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [19779] FALSE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE
## [19790] FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [19801] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [19812] TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [19823] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [19834] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE
## [19845] FALSE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE
## [19856] FALSE FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE
## [19867] FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE FALSE
## [19878] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [19889] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE
## [19900] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE FALSE
## [19911] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [19922] FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [19933] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [19944] FALSE FALSE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [19955] FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [19966] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [19977] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [19988] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [19999] FALSE TRUEor
## [1] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [23] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [34] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [45] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [56] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [67] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [78] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [89] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [100] FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [111] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [122] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [133] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [144] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [155] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [166] FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [177] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [188] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [199] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [210] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [221] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [232] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [243] FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [254] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [265] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [276] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [287] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [298] TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [309] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [320] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [331] TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [342] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [353] TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [364] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [375] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [386] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [397] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [408] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [419] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [430] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [441] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [452] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [463] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [474] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [485] TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE
## [496] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [507] FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [518] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [529] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [540] TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [551] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [562] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [573] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [584] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [595] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [606] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [617] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [628] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [639] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [650] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [661] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [672] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [683] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [694] TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
## [705] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [716] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [727] TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE TRUE
## [738] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [749] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [760] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [771] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [782] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [793] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [804] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [815] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [826] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [837] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [848] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [859] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [870] TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [881] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [892] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [903] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [914] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [925] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [936] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [947] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [958] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [969] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [980] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [991] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [1002] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [1013] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1024] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [1035] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [1046] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [1057] FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [1068] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1079] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1090] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1101] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [1112] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1123] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [1134] FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [1145] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1156] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1167] TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [1178] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [1189] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1200] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [1211] TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [1222] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1233] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [1244] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1255] FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [1266] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [1277] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1288] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1299] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [1310] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [1321] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [1332] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE
## [1343] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1354] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [1365] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [1376] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [1387] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [1398] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1409] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [1420] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [1431] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [1442] FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [1453] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1464] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [1475] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [1486] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [1497] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [1508] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [1519] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [1530] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [1541] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1552] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [1563] TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [1574] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [1585] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [1596] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [1607] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1618] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [1629] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [1640] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [1651] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [1662] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [1673] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [1684] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [1695] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [1706] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [1717] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1728] FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [1739] FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [1750] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [1761] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1772] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1783] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [1794] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1805] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1816] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [1827] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [1838] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [1849] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [1860] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE
## [1871] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [1882] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [1893] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [1904] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [1915] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [1926] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [1937] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE
## [1948] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [1959] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [1970] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [1981] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [1992] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2003] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [2014] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [2025] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [2036] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [2047] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [2058] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [2069] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [2080] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2091] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [2102] TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [2113] FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [2124] FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [2135] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2146] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [2157] TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [2168] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2179] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [2190] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [2201] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [2212] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [2223] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [2234] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [2245] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [2256] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [2267] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2278] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [2289] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2300] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [2311] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [2322] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [2333] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [2344] FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [2355] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [2366] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [2377] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2388] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [2399] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [2410] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2421] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2432] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2443] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2454] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [2465] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [2476] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [2487] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2498] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [2509] TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [2520] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [2531] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [2542] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [2553] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [2564] TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [2575] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2586] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [2597] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2608] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [2619] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [2630] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [2641] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2652] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2663] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [2674] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [2685] FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [2696] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2707] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [2718] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [2729] FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2740] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [2751] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [2762] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [2773] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [2784] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2795] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2806] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [2817] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [2828] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2839] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE
## [2850] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [2861] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2872] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [2883] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [2894] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [2905] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [2916] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [2927] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [2938] TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2949] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [2960] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [2971] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [2982] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [2993] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3004] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [3015] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [3026] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [3037] TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE FALSE FALSE TRUE
## [3048] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [3059] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [3070] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [3081] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [3092] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [3103] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3114] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [3125] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3136] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [3147] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [3158] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [3169] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [3180] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [3191] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [3202] FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3213] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3224] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3235] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [3246] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3257] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [3268] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [3279] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [3290] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [3301] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [3312] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3323] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [3334] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3345] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE
## [3356] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [3367] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [3378] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [3389] FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [3400] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3411] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [3422] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [3433] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [3444] TRUE TRUE TRUE FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE
## [3455] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [3466] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3477] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3488] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [3499] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [3510] FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [3521] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3532] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3543] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3554] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3565] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [3576] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3587] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [3598] TRUE FALSE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE
## [3609] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [3620] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [3631] TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE
## [3642] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [3653] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [3664] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [3675] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [3686] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [3697] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3708] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [3719] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE
## [3730] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [3741] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [3752] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [3763] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [3774] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [3785] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [3796] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [3807] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [3818] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [3829] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [3840] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [3851] TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE
## [3862] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [3873] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [3884] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [3895] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [3906] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [3917] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [3928] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [3939] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [3950] TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [3961] TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [3972] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE
## [3983] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [3994] TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [4005] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE
## [4016] TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [4027] TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [4038] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [4049] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4060] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [4071] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4082] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4093] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [4104] FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [4115] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4126] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [4137] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [4148] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4159] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE
## [4170] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [4181] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4192] FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE FALSE
## [4203] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [4214] TRUE TRUE FALSE FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [4225] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [4236] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [4247] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [4258] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4269] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4280] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4291] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [4302] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [4313] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [4324] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4335] TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [4346] TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE
## [4357] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [4368] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [4379] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [4390] TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE
## [4401] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [4412] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4423] TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4434] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE
## [4445] TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [4456] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4467] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [4478] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [4489] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [4500] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [4511] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [4522] TRUE FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [4533] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [4544] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [4555] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [4566] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [4577] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [4588] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4599] TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [4610] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [4621] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [4632] FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [4643] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4654] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [4665] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4676] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [4687] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [4698] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [4709] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [4720] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [4731] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [4742] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4753] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4764] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [4775] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [4786] TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE
## [4797] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [4808] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [4819] FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [4830] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE
## [4841] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [4852] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [4863] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4874] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [4885] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [4896] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [4907] FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [4918] FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE
## [4929] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [4940] TRUE FALSE FALSE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [4951] TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [4962] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4973] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [4984] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [4995] TRUE TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [5006] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [5017] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5028] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5039] FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE
## [5050] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5061] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [5072] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5083] TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [5094] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [5105] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [5116] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [5127] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5138] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5149] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [5160] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5171] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [5182] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5193] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5204] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [5215] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [5226] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [5237] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [5248] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE
## [5259] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [5270] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5281] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [5292] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [5303] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5314] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [5325] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5336] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5347] FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [5358] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5369] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5380] TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [5391] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [5402] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE
## [5413] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5424] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5435] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [5446] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5457] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [5468] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [5479] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5490] TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [5501] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [5512] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [5523] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [5534] TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE FALSE
## [5545] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5556] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [5567] TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [5578] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [5589] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [5600] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5611] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5622] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5633] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE
## [5644] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5655] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5666] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [5677] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5688] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5699] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5710] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [5721] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5732] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5743] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5754] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [5765] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5776] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [5787] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5798] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [5809] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5820] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [5831] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [5842] TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE
## [5853] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [5864] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [5875] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5886] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [5897] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [5908] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5919] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [5930] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [5941] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [5952] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [5963] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [5974] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [5985] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [5996] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6007] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [6018] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6029] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6040] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [6051] TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [6062] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6073] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6084] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [6095] TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [6106] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [6117] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6128] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6139] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [6150] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [6161] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [6172] TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE
## [6183] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [6194] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [6205] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [6216] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [6227] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [6238] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [6249] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6260] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [6271] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6282] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6293] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6304] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [6315] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [6326] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6337] TRUE FALSE FALSE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [6348] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [6359] TRUE TRUE TRUE FALSE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [6370] TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [6381] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [6392] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [6403] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6414] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [6425] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6436] TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [6447] TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [6458] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [6469] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [6480] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [6491] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [6502] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [6513] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6524] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [6535] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6546] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [6557] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [6568] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [6579] FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [6590] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [6601] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6612] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6623] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [6634] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6645] FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [6656] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [6667] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [6678] TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [6689] FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [6700] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6711] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [6722] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [6733] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6744] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [6755] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [6766] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [6777] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [6788] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [6799] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [6810] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6821] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE FALSE
## [6832] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [6843] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6854] TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [6865] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [6876] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [6887] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [6898] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6909] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [6920] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6931] FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE TRUE
## [6942] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE
## [6953] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [6964] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE
## [6975] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [6986] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [6997] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7008] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [7019] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [7030] FALSE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [7041] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [7052] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [7063] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [7074] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [7085] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7096] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7107] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [7118] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7129] TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE
## [7140] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7151] FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [7162] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [7173] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [7184] FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [7195] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7206] FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [7217] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [7228] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [7239] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7250] FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [7261] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [7272] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7283] TRUE FALSE TRUE FALSE FALSE TRUE FALSE FALSE FALSE TRUE FALSE
## [7294] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7305] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE
## [7316] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [7327] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [7338] FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7349] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7360] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [7371] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [7382] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [7393] FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [7404] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [7415] TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [7426] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [7437] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [7448] FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [7459] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7470] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [7481] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [7492] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [7503] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [7514] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [7525] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [7536] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7547] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [7558] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [7569] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7580] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [7591] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [7602] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7613] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7624] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [7635] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7646] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7657] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7668] TRUE FALSE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [7679] TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [7690] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [7701] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7712] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7723] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [7734] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [7745] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [7756] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [7767] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [7778] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [7789] FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE
## [7800] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [7811] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [7822] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [7833] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [7844] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [7855] FALSE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE FALSE
## [7866] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [7877] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7888] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [7899] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [7910] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [7921] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [7932] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [7943] TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [7954] FALSE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [7965] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [7976] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [7987] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [7998] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [8009] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [8020] TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [8031] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [8042] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [8053] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [8064] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [8075] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [8086] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [8097] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8108] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [8119] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [8130] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [8141] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [8152] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8163] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [8174] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [8185] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8196] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8207] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [8218] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [8229] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8240] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [8251] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [8262] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8273] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [8284] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8295] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [8306] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [8317] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE
## [8328] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [8339] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8350] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [8361] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [8372] TRUE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [8383] TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [8394] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [8416] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [8427] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [8438] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
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## [8966] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [9362] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
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## [9395] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [9483] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
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## [9582] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [9593] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [9604] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [9615] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [9648] FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [9659] TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE FALSE TRUE TRUE
## [9670] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [9681] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [9692] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [9703] FALSE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
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## [9758] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
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## [9780] FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [9791] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [9802] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [9813] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [9824] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [9835] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [9846] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [9857] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [9868] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [9879] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [9890] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [9901] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [9912] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [9923] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [9934] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [9945] FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [9956] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [9967] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [9978] FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [9989] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [10000] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [10011] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10022] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [10033] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [10044] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [10055] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [10066] TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [10077] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [10088] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [10099] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [10110] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [10121] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [10132] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [10143] FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [10154] TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE FALSE FALSE FALSE
## [10165] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [10176] FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [10187] FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [10198] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [10209] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [10220] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10231] TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10242] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [10253] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [10264] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [10275] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [10286] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [10297] TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [10308] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [10319] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [10330] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE
## [10341] TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [10352] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [10363] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [10374] FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [10385] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [10396] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [10407] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10418] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [10429] TRUE TRUE FALSE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE
## [10440] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10451] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE
## [10462] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [10473] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [10484] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [10495] TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE FALSE TRUE
## [10506] FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10517] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10528] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [10539] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [10550] TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [10561] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [10572] TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [10583] TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [10594] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE
## [10605] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10616] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10627] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10638] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10649] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10660] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [10671] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [10682] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [10693] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [10704] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [10715] TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE FALSE
## [10726] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [10737] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [10748] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10759] TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [10770] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10781] TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE
## [10792] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [10803] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [10814] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [10825] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [10836] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
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## [10858] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10869] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [10880] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [10891] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [10902] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE
## [10913] TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [10924] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10935] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10946] TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [10957] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [10968] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10979] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [10990] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [11001] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [11012] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [11023] TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE FALSE TRUE
## [11034] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [11045] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [11056] TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE
## [11067] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE
## [11078] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
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## [11111] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [11122] TRUE FALSE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [11133] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [11144] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11155] TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [11166] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [11177] FALSE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [11188] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [11199] TRUE TRUE FALSE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
## [11210] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE
## [11221] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11232] FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [11243] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11254] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [11265] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11276] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE
## [11287] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE
## [11298] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [11309] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [11320] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [11331] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [11342] FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [11353] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
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## [11375] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [11386] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [11397] TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
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## [11419] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [11430] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [11441] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
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## [11474] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [11485] FALSE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [11496] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11507] TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11518] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [11540] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE FALSE
## [11551] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11562] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11573] TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE
## [11584] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11595] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11606] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [11617] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
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## [11650] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11661] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [11672] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11683] TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [11782] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11793] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [11804] FALSE FALSE FALSE FALSE TRUE TRUE FALSE FALSE FALSE FALSE TRUE
## [11815] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [11859] FALSE FALSE FALSE TRUE FALSE FALSE FALSE FALSE TRUE TRUE TRUE
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## [11892] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [11903] FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [11914] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [11958] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [11969] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [11980] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [11991] TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [12002] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [12024] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [12035] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
## [12046] TRUE FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE
## [12057] TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [12068] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [12079] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [12090] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [12101] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12112] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE
## [12123] TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [12145] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [12156] TRUE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [12167] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [12178] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [12189] TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [12200] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [12211] FALSE TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE
## [12222] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [12233] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [12244] TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [12255] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [12266] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE
## [12277] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE FALSE
## [12288] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [12299] TRUE FALSE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE
## [12310] FALSE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12321] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12332] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [12343] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [12354] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12365] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE
## [12376] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [12387] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE
## [12398] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12409] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12420] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [12431] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE
## [12442] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
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## [12464] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12475] TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [12486] FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE
## [12497] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12508] TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE
## [12519] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE TRUE
## [12530] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12541] TRUE FALSE TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE
## [12552] TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [12563] FALSE TRUE TRUE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [12574] FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE FALSE
## [12585] FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12596] TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE FALSE TRUE
## [12607] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12618] TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE FALSE FALSE TRUE
## [12629] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12640] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [12651] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE FALSE TRUE
## [12662] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
## [12673] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12684] FALSE TRUE FALSE TRUE FALSE TRUE FALSE FALSE TRUE TRUE FALSE
## [12695] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [12706] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [12717] TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12728] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [12739] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE
## [12750] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12761] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12772] TRUE FALSE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE FALSE
## [12783] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [12794] TRUE FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE
## [12805] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12816] FALSE TRUE FALSE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
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## [12838] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [12860] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [12871] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12882] FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12893] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [12904] TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
## [12915] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [12926] FALSE FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE
## [12937] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [12948] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE
## [12959] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [12970] TRUE FALSE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
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## [12992] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [13003] TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE TRUE
## [13014] FALSE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [13025] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [13036] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [13047] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [13058] FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [13069] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
## [13080] FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [13091] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [13102] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [13113] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE
## [13124] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
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## [13157] TRUE TRUE TRUE FALSE TRUE TRUE FALSE FALSE FALSE FALSE FALSE
## [13168] TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [13179] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [13190] TRUE TRUE TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE TRUE
## [13201] FALSE FALSE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [13212] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
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## [13267] TRUE TRUE FALSE FALSE TRUE TRUE FALSE FALSE TRUE TRUE TRUE
## [13278] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [13300] TRUE TRUE TRUE TRUE FALSE FALSE TRUE FALSE TRUE TRUE TRUE
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## [13322] TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE FALSE TRUE TRUE
## [13333] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE
## [13344] TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [13355] TRUE FALSE TRUE TRUE FALSE TRUE FALSE FALSE TRUE TRUE TRUE
## [13366] FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [13377] TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
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## [14961] TRUE FALSE TRUE FALSE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
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## [15005] TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
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## [15071] TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE FALSE TRUE TRUE
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## [15093] TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
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## [15115] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [15137] TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE
## [15148] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [15159] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE TRUE
## [15170] TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
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## [15203] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
## [15214] FALSE TRUE TRUE TRUE TRUE FALSE TRUE TRUE FALSE TRUE TRUE
## [15225] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
## [15236] TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [15247] FALSE TRUE TRUE TRUE TRUE TRUE FALSE TRUE TRUE TRUE FALSE
## [15258] TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE FALSE TRUE
## [15269] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
## [15280] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE
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## [15324] TRUE TRUE TRUE TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE
## [15335] TRUE TRUE FALSE TRUE TRUE TRUE TRUE FALSE FALSE FALSE TRUE
## [15346] FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [15368] TRUE TRUE FALSE TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE
## [15379] TRUE FALSE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [15412] TRUE TRUE TRUE TRUE FALSE TRUE FALSE TRUE TRUE TRUE TRUE
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## [15434] TRUE TRUE TRUE FALSE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [15566] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE
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## [15643] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE FALSE FALSE
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## [15720] TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE
## [15731] TRUE FALSE TRUE TRUE FALSE FALSE FALSE TRUE TRUE TRUE TRUE
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## [16292] TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE TRUE FALSE
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## [19999] TRUE TRUEThese commands produce a series of TRUE and FALSE values. There is one value for each respondent, where TRUE indicates that the person was male (via the first command) or older than 30 (second command).
Suppose we want to extract just the data for the men in the sample, or just for those over 30. We can use the R function subset to do that for us. For example, the command
will create a new data set called mdata that contains only the men from the cdc data set. In addition to finding it in your workspace alongside its dimensions, you can take a peek at the first several rows as usual
## genhlth exerany hlthplan smoke100 height weight wtdesire age gender
## 1 good 0 1 0 70 175 175 77 m
## 7 very good 1 1 0 71 194 185 31 m
## 8 very good 0 1 0 67 170 160 45 m
## 10 good 1 1 0 70 180 170 44 m
## 11 excellent 1 1 1 69 186 175 46 m
## 12 fair 1 1 1 69 168 148 62 mThis new data set contains all the same variables but just under half the rows. It is also possible to tell R to keep only specific variables, which is a topic we’ll discuss in a future lab. For now, the important thing is that we can carve up the data based on values of one or more variables.
As an aside, you can use several of these conditions together with & and |. The & is read “and” so that
will give you the data for men over the age of 30. The | character is read “or” so that
will take people who are men or over the age of 30 (why that’s an interesting group is hard to say, but right now the mechanics of this are the important thing). In principle, you may use as many “and” and “or” clauses as you like when forming a subset.
- Create a new object called
under23_and_smokethat contains all observations of respondents under the age of 23 that have smoked 100 cigarettes in their lifetime. Write the command you used to create the new object as the answer to this exercise.
JR Answer
Quantitative data
With our subsetting tools in hand, we’ll now return to the task of the day: making basic summaries of the BRFSS questionnaire. We’ve already looked at categorical data such as smoke and gender so now let’s turn our attention to quantitative data. Two common ways to visualize quantitative data are with box plots and histograms. We can construct a box plot for a single variable with the following command.
You can compare the locations of the components of the box by examining the summary statistics.
## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 48.00 64.00 67.00 67.18 70.00 93.00## [1] 67## 75%
## 70## 25%
## 64Confirm that the median and upper and lower quartiles reported in the numerical summary match those in the graph.
JR Answer: 67 is the median - matches the graph above 70 is the Q3 (75th) Quartile and matches the graph above 64 is the Q1 (25th) Quartile and matches the graph above
The purpose of a boxplot is to provide a thumbnail sketch of a variable for the purpose of comparing across several categories. So we can, for example, compare the heights of men and women with
The notation here is new. The ~ character can be read versus or as a function of. So we’re asking R to give us a box plots of heights where the groups are defined by gender.
Next let’s consider a new variable that doesn’t show up directly in this data set: Body Mass Index (BMI) (http://en.wikipedia.org/wiki/Body_mass_index). BMI is a weight to height ratio and can be calculated as:
\[ BMI = \frac{weight~(lb)}{height~(in)^2} * 703 \]
703 is the approximate conversion factor to change units from metric (meters and kilograms) to imperial (inches and pounds).
The following two lines first make a new object called bmi and then creates box plots of these values, defining groups by the variable cdc$genhlth.
Notice that the first line above is just some arithmetic, but it’s applied to all 20,000 numbers in the cdc data set. That is, for each of the 20,000 participants, we take their weight, divide by their height-squared and then multiply by 703. The result is 20,000 BMI values, one for each respondent. This is one reason why we like R: it lets us perform computations like this using very simple expressions.
- What does this box plot show? Pick another categorical variable from the data set and see how it relates to BMI. List the variable you chose, why you might think it would have a relationship to BMI, and indicate what the figure seems to suggest.
JR Answer: The looks like the median is lower based on regression of healthiness. i.e. ‘excellent’ health has a lower median then ‘very good’. ‘very good’ health has a lower median then ‘good’ and etc. ; The IRQ is smaller as are the whiskers (1.5 * Q#) as you regress from ‘excellent’ to ’ poor’health. It appears as you get more unhealthy you tend to have a wider range to the data population (IQR gets bigger).
Finally, let’s make some histograms. We can look at the histogram for the age of our respondents with the command
Histograms are generally a very good way to see the shape of a single distribution, but that shape can change depending on how the data is split between the different bins. You can control the number of bins by adding an argument to the command. In the next two lines, we first make a default histogram of bmi and then one with 50 breaks.
Note that you can flip between plots that you’ve created by clicking the forward and backward arrows in the lower right region of RStudio, just above the plots. How do these two histograms compare?
JR Answer:
The breaks create more bins of data to see slices of the data. It allows to see more peaks.
At this point, we’ve done a good first pass at analyzing the information in the BRFSS questionnaire. We’ve found an interesting association between smoking and gender, and we can say something about the relationship between people’s assessment of their general health and their own BMI. We’ve also picked up essential computing tools – summary statistics, subsetting, and plots – that will serve us well throughout this course.
On Your Own
- Make a scatterplot of weight versus desired weight. Describe the relationship between these two variables.
library(ggplot2)
ggplot(cdc, aes(x = weight, y = wtdesire)) +
geom_point(aes(color = weight), alpha = 0.4)
JR Answer: Most people have a desire to have less weight then their current weight.
Let’s consider a new variable: the difference between desired weight (
wtdesire) and current weight (weight). Create this new variable by subtracting the two columns in the data frame and assigning them to a new object calledwdiff.## ## Attaching package: 'dplyr'## The following objects are masked from 'package:stats': ## ## filter, lag## The following objects are masked from 'package:base': ## ## intersect, setdiff, setequal, union## genhlth exerany hlthplan smoke100 height weight wtdesire age ## 1 good 0 1 0 70 175 175 77 ## 2 good 0 1 1 64 125 115 33 ## 3 good 1 1 1 60 105 105 49 ## 4 good 1 1 0 66 132 124 42 ## 5 very good 0 1 0 61 150 130 55 ## 6 very good 1 1 0 64 114 114 55 ## 7 very good 1 1 0 71 194 185 31 ## 8 very good 0 1 0 67 170 160 45 ## 9 good 0 1 1 65 150 130 27 ## 10 good 1 1 0 70 180 170 44 ## 11 excellent 1 1 1 69 186 175 46 ## 12 fair 1 1 1 69 168 148 62 ## 13 excellent 1 0 1 66 185 220 21 ## 14 excellent 1 1 1 70 170 170 69 ## 15 fair 1 0 0 69 170 170 23 ## 16 good 1 1 1 73 185 175 79 ## 17 good 0 0 1 67 156 150 47 ## 18 fair 0 1 1 71 185 185 76 ## 19 good 1 1 1 75 200 190 43 ## 20 very good 1 1 0 67 125 120 33 ## 21 very good 1 1 0 69 200 150 48 ## 22 good 1 1 1 65 160 140 54 ## 23 very good 0 1 1 73 160 160 43 ## 24 good 1 1 1 67 165 158 30 ## 25 very good 0 0 1 64 105 120 27 ## 26 good 0 1 0 68 190 150 33 ## 27 excellent 1 0 1 67 190 165 44 ## 28 excellent 1 0 1 69 160 150 42 ## 29 very good 1 1 0 61 115 105 32 ## 30 excellent 1 1 1 74 185 175 63 ## 31 very good 1 1 0 67 166 160 74 ## 32 excellent 1 1 0 71 180 175 41 ## 33 very good 1 1 0 71 182 182 36 ## 34 good 1 1 1 68 185 160 67 ## 35 good 1 1 1 64 220 160 57 ## 36 excellent 1 1 0 63 117 110 44 ## 37 very good 1 0 1 70 160 140 18 ## 38 excellent 1 1 1 69 190 180 65 ## 39 very good 1 1 0 65 125 125 29 ## 40 very good 1 1 0 67 160 145 29 ## 41 very good 1 1 1 65 124 118 52 ## 42 very good 1 1 0 66 143 130 45 ## 43 excellent 1 0 0 64 118 118 35 ## 44 very good 1 1 1 73 210 170 36 ## 45 excellent 1 1 1 64 200 160 65 ## 46 excellent 0 1 0 59 145 110 36 ## 47 excellent 1 1 1 68 175 165 59 ## 48 good 1 1 0 68 130 130 47 ## 49 excellent 1 1 1 66 112 115 47 ## 50 good 0 1 0 61 141 140 63 ## 51 good 0 1 0 65 179 150 33 ## 52 very good 1 1 0 64 135 128 21 ## 53 poor 1 1 1 62 140 130 64 ## 54 excellent 1 1 0 72 170 168 30 ## 55 very good 1 1 0 68 150 150 43 ## 56 excellent 1 1 1 69 172 172 58 ## 57 good 1 1 1 64 125 115 32 ## 58 good 1 1 1 62 168 120 43 ## 59 good 0 1 0 64 120 110 45 ## 60 excellent 1 1 0 65 180 140 34 ## 61 excellent 1 1 1 72 186 175 50 ## 62 very good 1 1 0 66 144 120 20 ## 63 excellent 1 1 0 73 250 200 36 ## 64 fair 0 1 0 60 160 140 56 ## 65 very good 0 0 0 74 164 164 80 ## 66 very good 1 1 0 68 155 140 37 ## 67 excellent 0 1 0 66 140 150 34 ## 68 very good 1 1 0 64 125 120 45 ## 69 very good 1 1 0 63 140 130 18 ## 70 good 0 1 1 71 190 190 45 ## 71 fair 1 1 1 65 140 115 24 ## 72 good 1 1 0 66 134 134 71 ## 73 good 1 1 1 72 217 207 30 ## 74 excellent 1 1 1 71 215 195 27 ## 75 excellent 1 1 0 63 190 200 31 ## 76 good 1 1 1 67 215 185 42 ## 77 good 0 1 0 64 112 124 71 ## 78 good 1 1 0 62 136 130 42 ## 79 poor 1 1 0 63 142 120 52 ## 80 good 1 1 0 74 210 200 51 ## 81 very good 1 1 1 68 180 200 38 ## 82 very good 0 0 0 63 120 120 30 ## 83 excellent 1 1 0 74 225 200 49 ## 84 very good 1 1 1 74 200 190 42 ## 85 very good 1 1 1 64 148 120 46 ## 86 excellent 1 1 0 66 143 135 30 ## 87 excellent 1 1 1 60 135 105 40 ## 88 fair 0 1 0 60 115 115 27 ## 89 very good 0 0 0 66 193 170 40 ## 90 very good 1 1 0 64 140 120 31 ## 91 fair 1 1 1 71 265 165 46 ## 92 very good 0 1 0 67 166 150 55 ## 93 good 0 1 0 64 145 130 36 ## 94 very good 1 1 1 62 138 138 55 ## 95 good 1 1 0 67 137 137 80 ## 96 excellent 1 1 1 74 175 200 22 ## 97 very good 1 1 0 71 230 210 32 ## 98 very good 1 1 1 65 140 130 37 ## 99 very good 0 1 0 74 180 180 58 ## 100 good 0 1 1 60 100 100 28 ## 101 good 1 1 1 62 118 118 59 ## 102 good 1 1 0 68 142 140 25 ## 103 excellent 1 1 0 64 110 110 29 ## 104 fair 0 1 0 61 114 114 36 ## 105 poor 1 1 0 71 175 175 87 ## 106 very good 1 1 0 72 180 150 45 ## 107 fair 0 0 1 66 140 136 24 ## 108 very good 0 1 1 70 193 165 61 ## 109 very good 1 1 0 69 211 200 63 ## 110 good 1 1 0 71 220 200 24 ## 111 excellent 1 1 1 70 210 210 30 ## 112 fair 1 0 0 69 160 160 31 ## 113 very good 0 1 0 65 132 132 75 ## 114 very good 1 1 1 66 163 150 33 ## 115 good 0 1 0 62 132 132 67 ## 116 fair 1 1 1 73 207 195 65 ## 117 very good 0 1 0 64 145 135 54 ## 118 excellent 1 1 0 72 190 180 50 ## 119 good 1 1 0 68 200 155 50 ## 120 excellent 1 1 0 70 170 175 23 ## 121 very good 0 1 0 67 280 200 22 ## 122 excellent 1 1 0 68 125 125 26 ## 123 very good 1 1 0 65 120 115 38 ## 124 poor 1 1 1 67 224 180 53 ## 125 very good 1 1 0 60 115 99 32 ## 126 very good 1 1 0 70 185 185 45 ## 127 good 1 1 0 68 160 155 33 ## 128 very good 0 0 0 67 250 180 29 ## 129 very good 1 0 1 70 190 185 40 ## 130 good 1 1 1 73 205 200 52 ## 131 very good 1 1 0 72 200 180 37 ## 132 good 1 0 1 64 160 140 48 ## 133 very good 1 1 0 67 144 140 27 ## 134 very good 1 1 1 71 185 185 58 ## 135 excellent 1 1 0 65 140 120 39 ## 136 good 1 1 0 66 200 140 41 ## 137 excellent 1 1 1 77 280 260 45 ## 138 excellent 1 1 0 70 180 170 38 ## 139 very good 1 1 0 68 250 185 44 ## 140 very good 1 1 0 70 172 172 66 ## 141 excellent 1 1 1 69 215 185 53 ## 142 very good 1 1 1 69 138 145 26 ## 143 very good 1 1 1 69 185 160 76 ## 144 fair 1 1 1 74 220 180 45 ## 145 excellent 1 1 0 64 136 141 53 ## 146 good 1 0 0 67 190 160 37 ## 147 fair 1 1 0 66 150 140 46 ## 148 fair 1 1 1 64 130 130 36 ## 149 very good 0 1 0 68 172 172 46 ## 150 good 1 1 0 62 107 107 23 ## 151 very good 1 1 0 70 187 170 42 ## 152 excellent 1 1 0 62 125 125 48 ## 153 very good 1 1 0 63 110 110 40 ## 154 very good 1 1 0 72 205 210 39 ## 155 fair 0 0 1 64 140 120 64 ## 156 fair 0 1 1 60 128 100 71 ## 157 very good 1 1 1 70 180 165 50 ## 158 very good 1 1 1 74 165 165 41 ## 159 very good 1 1 1 73 204 204 60 ## 160 fair 0 1 1 62 97 100 74 ## 161 excellent 1 1 1 64 130 125 28 ## 162 good 1 1 1 67 180 140 24 ## 163 very good 1 1 1 69 195 175 36 ## 164 fair 1 1 1 69 187 175 65 ## 165 excellent 0 1 0 66 142 142 78 ## 166 excellent 1 1 0 77 225 195 24 ## 167 excellent 1 1 0 68 180 170 46 ## 168 excellent 1 1 1 71 180 180 24 ## 169 fair 0 1 1 68 180 150 27 ## 170 good 1 1 0 63 128 125 26 ## 171 very good 0 1 0 68 130 130 31 ## 172 excellent 1 1 1 76 215 185 23 ## 173 poor 0 1 0 64 180 150 65 ## 174 good 0 1 0 66 152 152 77 ## 175 very good 1 1 0 68 151 151 24 ## 176 excellent 1 1 0 64 143 140 25 ## 177 good 0 1 0 63 175 125 54 ## 178 very good 1 0 0 70 210 190 50 ## 179 excellent 0 1 1 70 235 175 56 ## 180 good 1 1 1 64 190 140 20 ## 181 very good 1 1 1 73 220 200 65 ## 182 very good 1 1 1 62 92 92 21 ## 183 good 0 0 1 69 185 190 44 ## 184 good 0 0 1 62 150 125 57 ## 185 good 0 1 0 67 129 120 18 ## 186 very good 0 1 0 60 135 120 28 ## 187 good 1 1 0 63 140 120 52 ## 188 good 1 1 0 63 110 110 41 ## 189 good 0 1 0 70 183 165 39 ## 190 good 1 1 0 74 212 200 27 ## 191 very good 1 1 1 68 165 155 43 ## 192 poor 1 1 1 66 171 135 44 ## 193 very good 1 0 0 78 205 220 26 ## 194 good 1 1 1 61 170 130 43 ## 195 very good 1 1 1 70 170 170 34 ## 196 very good 1 1 0 70 155 155 34 ## 197 very good 1 1 0 72 222 180 36 ## 198 very good 1 1 1 70 200 175 43 ## 199 very good 0 1 0 66 150 150 50 ## 200 good 1 1 1 71 210 180 37 ## 201 fair 1 1 1 63 130 115 50 ## 202 very good 1 1 0 74 200 195 50 ## 203 fair 0 1 0 61 155 130 47 ## 204 very good 1 1 0 63 135 125 38 ## 205 fair 0 0 1 61 200 125 49 ## 206 excellent 0 1 1 66 134 134 60 ## 207 good 1 0 0 66 128 128 26 ## 208 very good 1 1 0 64 115 120 74 ## 209 very good 1 1 1 69 155 170 45 ## 210 good 0 1 0 57 112 105 45 ## 211 excellent 1 1 1 62 116 110 84 ## 212 excellent 1 1 0 67 135 130 49 ## 213 fair 0 0 1 64 135 135 49 ## 214 fair 0 1 0 68 180 160 71 ## 215 good 1 1 1 61 140 130 46 ## 216 good 0 1 1 67 179 155 67 ## 217 very good 1 1 0 65 149 145 56 ## 218 excellent 1 1 1 64 135 130 36 ## 219 fair 1 1 0 62 140 125 29 ## 220 excellent 1 1 0 70 165 165 22 ## 221 good 1 1 1 60 126 120 64 ## 222 fair 0 1 0 71 180 175 75 ## 223 excellent 1 1 0 62 107 107 41 ## 224 very good 1 1 1 69 165 165 27 ## 225 very good 1 1 0 60 120 115 67 ## 226 very good 0 1 1 72 210 195 38 ## 227 good 0 1 0 64 145 145 82 ## 228 fair 0 1 1 62 200 160 40 ## 229 excellent 0 1 0 64 125 125 70 ## 230 good 1 1 1 65 142 142 79 ## 231 excellent 0 1 0 63 135 135 66 ## 232 very good 1 1 1 70 185 170 39 ## 233 excellent 1 1 1 66 152 152 30 ## 234 fair 1 1 0 70 225 215 36 ## 235 good 0 1 1 68 207 200 74 ## 236 excellent 1 0 1 71 155 120 33 ## 237 good 0 1 1 71 212 175 63 ## 238 excellent 1 1 0 64 122 117 29 ## 239 poor 1 1 1 64 160 160 65 ## 240 very good 1 0 1 64 125 115 22 ## 241 very good 1 1 1 65 170 130 50 ## 242 very good 1 1 1 64 135 130 42 ## 243 very good 1 0 1 67 148 125 29 ## 244 very good 1 1 1 66 160 130 24 ## 245 fair 0 1 1 66 150 145 72 ## 246 very good 1 1 1 74 165 165 25 ## 247 very good 0 1 0 64 130 125 32 ## 248 good 1 1 1 65 135 135 68 ## 249 very good 1 1 1 68 190 150 53 ## 250 excellent 0 1 0 63 125 115 35 ## 251 very good 1 1 0 67 175 150 58 ## 252 excellent 1 1 0 73 200 210 27 ## 253 very good 1 1 0 70 212 185 43 ## 254 poor 1 1 1 70 178 178 70 ## 255 very good 1 1 0 66 132 132 60 ## 256 good 0 1 0 72 255 225 56 ## 257 good 1 1 1 65 175 130 32 ## 258 very good 1 1 0 67 150 145 39 ## 259 very good 0 1 1 64 170 130 36 ## 260 very good 1 0 0 66 156 150 22 ## 261 very good 1 1 0 63 170 150 71 ## 262 fair 0 1 1 71 185 185 20 ## 263 good 1 1 1 76 198 198 44 ## 264 good 1 1 0 63 186 186 76 ## 265 good 0 0 0 62 123 123 26 ## 266 excellent 0 0 0 65 168 130 30 ## 267 excellent 1 1 1 70 162 150 38 ## 268 excellent 1 1 0 74 185 180 47 ## 269 good 0 1 1 63 113 113 27 ## 270 fair 1 1 1 75 220 220 43 ## 271 very good 0 1 0 71 160 160 77 ## 272 excellent 1 1 0 70 165 165 48 ## 273 good 1 1 1 71 270 220 35 ## 274 excellent 0 1 0 68 220 220 50 ## 275 good 1 1 1 67 175 175 27 ## 276 very good 0 0 1 71 206 215 26 ## 277 good 1 1 1 68 210 175 65 ## 278 good 1 1 0 66 175 145 26 ## 279 very good 1 1 0 76 330 250 38 ## 280 very good 0 1 1 72 200 180 76 ## 281 fair 0 1 1 72 230 200 62 ## 282 excellent 1 1 0 66 175 150 37 ## 283 excellent 1 0 1 71 180 175 54 ## 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8991 m 0 ## 8992 f 20 ## 8993 f 25 ## 8994 m 60 ## 8995 m 10 ## 8996 f 22 ## 8997 m 40 ## 8998 f 30 ## 8999 m -10 ## 9000 f 5 ## 9001 f 67 ## 9002 m 0 ## 9003 m 17 ## 9004 m 0 ## 9005 f 15 ## 9006 m 30 ## 9007 f 220 ## 9008 m 15 ## 9009 f 25 ## 9010 f 16 ## 9011 f 30 ## 9012 m 20 ## 9013 m 30 ## 9014 f 15 ## 9015 m 15 ## 9016 f 17 ## 9017 m 5 ## 9018 f 30 ## 9019 m 32 ## 9020 f 10 ## 9021 f 20 ## 9022 f 0 ## 9023 f -15 ## 9024 f 7 ## 9025 m 15 ## 9026 m 0 ## 9027 f -5 ## 9028 m 4 ## 9029 m 10 ## 9030 m 0 ## 9031 m 25 ## 9032 m 5 ## 9033 m 15 ## 9034 m 10 ## 9035 f 32 ## 9036 m 22 ## 9037 f 45 ## 9038 f 0 ## 9039 f 25 ## 9040 m 0 ## 9041 m 10 ## 9042 f 13 ## 9043 m 0 ## 9044 f 30 ## 9045 f 30 ## 9046 m -5 ## 9047 f 23 ## 9048 f 20 ## 9049 m 30 ## 9050 f 15 ## 9051 m -5 ## 9052 f 13 ## 9053 f 7 ## 9054 m -15 ## 9055 f 15 ## 9056 m 0 ## 9057 m 0 ## 9058 f 30 ## 9059 f 0 ## 9060 m -10 ## 9061 f 23 ## 9062 f 0 ## 9063 f 10 ## 9064 f 0 ## 9065 m 6 ## 9066 m 15 ## 9067 m 78 ## 9068 f 10 ## 9069 f 39 ## 9070 m 0 ## 9071 m 10 ## 9072 m 25 ## 9073 m 55 ## 9074 f 20 ## 9075 f 0 ## 9076 m 0 ## 9077 f -5 ## 9078 f 18 ## 9079 m 35 ## 9080 m 0 ## 9081 f 24 ## 9082 f 0 ## 9083 m 0 ## 9084 f 7 ## 9085 f 0 ## 9086 f 26 ## 9087 f 10 ## 9088 f 5 ## 9089 f -1 ## 9090 f 15 ## 9091 m 5 ## 9092 m 25 ## 9093 m 0 ## 9094 m 10 ## 9095 f 0 ## 9096 f 5 ## 9097 f 24 ## 9098 m 80 ## 9099 m 70 ## 9100 m 10 ## 9101 m 0 ## 9102 f 15 ## 9103 f 20 ## 9104 f 20 ## 9105 f 5 ## 9106 m 10 ## 9107 m 5 ## 9108 f 70 ## 9109 m 5 ## 9110 m 10 ## 9111 m -40 ## 9112 m 0 ## 9113 f 0 ## 9114 m -18 ## 9115 m 40 ## 9116 f 0 ## 9117 f 20 ## 9118 m 0 ## 9119 m -53 ## 9120 m 8 ## 9121 m 0 ## 9122 f 4 ## 9123 f 15 ## 9124 m 30 ## 9125 f 0 ## 9126 m 5 ## 9127 f 9 ## 9128 f 30 ## 9129 m -5 ## 9130 f 30 ## 9131 m 0 ## 9132 f 10 ## 9133 f 0 ## 9134 f 45 ## 9135 m 0 ## 9136 f 0 ## 9137 f 5 ## 9138 m 0 ## 9139 f 20 ## 9140 f 17 ## 9141 m 30 ## 9142 f 15 ## 9143 m 0 ## 9144 m 0 ## 9145 f 0 ## 9146 m 15 ## 9147 m 0 ## 9148 m 30 ## 9149 f 30 ## 9150 m 14 ## 9151 m 0 ## 9152 m 0 ## 9153 f 75 ## 9154 f 20 ## 9155 f 2 ## 9156 m 30 ## 9157 f 15 ## 9158 f 35 ## 9159 m 30 ## 9160 f 0 ## 9161 m 10 ## 9162 f 0 ## 9163 f 20 ## 9164 f 4 ## 9165 m 17 ## 9166 f 40 ## 9167 f 30 ## 9168 f 0 ## 9169 m 20 ## 9170 f 0 ## 9171 m -15 ## 9172 f 50 ## 9173 m 0 ## 9174 m 15 ## 9175 m 20 ## 9176 m 30 ## 9177 f 0 ## 9178 f 50 ## 9179 f 0 ## 9180 m -40 ## 9181 m 10 ## 9182 f 28 ## 9183 m 20 ## 9184 f 14 ## 9185 f 10 ## 9186 m 0 ## 9187 f 40 ## 9188 f 70 ## 9189 f 15 ## 9190 m 5 ## 9191 f 3 ## 9192 m 50 ## 9193 m -25 ## 9194 m -25 ## 9195 m 70 ## 9196 f 0 ## 9197 m 100 ## 9198 m 15 ## 9199 f 0 ## 9200 m 5 ## 9201 f 15 ## 9202 m 5 ## 9203 m 0 ## 9204 m 15 ## 9205 m 0 ## 9206 f 15 ## 9207 m 5 ## 9208 m 0 ## 9209 f 8 ## 9210 f 0 ## 9211 f 44 ## 9212 f 39 ## 9213 m 10 ## 9214 m 8 ## 9215 f 10 ## 9216 m 0 ## 9217 f -10 ## 9218 m 10 ## 9219 m 60 ## 9220 f 15 ## 9221 f 5 ## 9222 m 30 ## 9223 f 0 ## 9224 m 25 ## 9225 m 0 ## 9226 m -5 ## 9227 m 7 ## 9228 f 10 ## 9229 f 66 ## 9230 f 20 ## 9231 f 50 ## 9232 f 10 ## 9233 m 0 ## 9234 f 10 ## 9235 m 25 ## 9236 f 20 ## 9237 f 20 ## 9238 f 15 ## 9239 f 12 ## 9240 m 15 ## 9241 m 0 ## 9242 m 0 ## 9243 f 0 ## 9244 f 75 ## 9245 f 21 ## 9246 m 9 ## 9247 m 20 ## 9248 f 8 ## 9249 m 0 ## 9250 m 20 ## 9251 m -25 ## 9252 f 20 ## 9253 f 25 ## 9254 m 12 ## 9255 f 0 ## 9256 m 25 ## 9257 f 25 ## 9258 f 30 ## 9259 f 20 ## 9260 f 0 ## 9261 f 15 ## 9262 f 6 ## 9263 f 10 ## 9264 m 30 ## 9265 f 15 ## 9266 m 19 ## 9267 f 140 ## 9268 f 5 ## 9269 m 0 ## 9270 m 0 ## 9271 f 50 ## 9272 m 2 ## 9273 f 7 ## 9274 m 35 ## 9275 m 10 ## 9276 f 30 ## 9277 f 25 ## 9278 f 0 ## 9279 f 0 ## 9280 f 20 ## 9281 m 15 ## 9282 f 10 ## 9283 m 0 ## 9284 f 25 ## 9285 f 5 ## 9286 m 5 ## 9287 f 7 ## 9288 f 0 ## 9289 f 40 ## 9290 f 10 ## 9291 m 0 ## 9292 f 14 ## 9293 m 13 ## 9294 f -15 ## 9295 m 15 ## 9296 m 18 ## 9297 f 10 ## 9298 f 0 ## 9299 f 140 ## 9300 f 35 ## 9301 m 0 ## 9302 m 0 ## 9303 f -15 ## 9304 f 12 ## 9305 f 0 ## 9306 f 42 ## 9307 f 15 ## 9308 m -90 ## 9309 f 0 ## 9310 m 30 ## 9311 m 32 ## 9312 f 15 ## 9313 m 15 ## 9314 f 0 ## 9315 m 110 ## 9316 m 0 ## 9317 f 8 ## 9318 m 22 ## 9319 m 3 ## 9320 f 0 ## 9321 m 0 ## 9322 f 25 ## 9323 f 35 ## 9324 m 5 ## 9325 m 0 ## 9326 m 0 ## 9327 f 38 ## 9328 f 0 ## 9329 m 25 ## 9330 f 60 ## 9331 f 20 ## 9332 m 0 ## 9333 f 0 ## 9334 f 35 ## 9335 f 4 ## 9336 m 0 ## 9337 m 20 ## 9338 f 15 ## 9339 m 40 ## 9340 m -20 ## 9341 m 0 ## 9342 m 11 ## 9343 f 19 ## 9344 f 20 ## 9345 f 44 ## 9346 f 20 ## 9347 f 15 ## 9348 f 100 ## 9349 f 25 ## 9350 m 20 ## 9351 f 10 ## 9352 f 4 ## 9353 m 0 ## 9354 m 140 ## 9355 f 0 ## 9356 f 24 ## 9357 m 5 ## 9358 f 10 ## 9359 m 5 ## 9360 m 35 ## 9361 f 20 ## 9362 m 10 ## 9363 m 0 ## 9364 f 0 ## 9365 f 0 ## 9366 f -5 ## 9367 m 0 ## 9368 f 10 ## 9369 m 10 ## 9370 m 0 ## 9371 m 30 ## 9372 f 20 ## 9373 m 50 ## 9374 f 0 ## 9375 m 5 ## 9376 f 22 ## 9377 m 37 ## 9378 f 5 ## 9379 m 0 ## 9380 f 20 ## 9381 f 60 ## 9382 f 20 ## 9383 m 15 ## 9384 f 7 ## 9385 m 5 ## 9386 m 20 ## 9387 f 5 ## 9388 m 25 ## 9389 m 80 ## 9390 m 0 ## 9391 f 5 ## 9392 m 0 ## 9393 m 0 ## 9394 f 30 ## 9395 f 20 ## 9396 m 30 ## 9397 m 60 ## 9398 f 15 ## 9399 m 0 ## 9400 f 30 ## 9401 f 35 ## 9402 m 10 ## 9403 f 43 ## 9404 f 20 ## 9405 f 20 ## 9406 f 20 ## 9407 f 4 ## 9408 m 50 ## 9409 m -15 ## 9410 m -15 ## 9411 m 0 ## 9412 f 20 ## 9413 m 7 ## 9414 f 35 ## 9415 f 4 ## 9416 f 49 ## 9417 f 0 ## 9418 f 0 ## 9419 m 25 ## 9420 f 55 ## 9421 m 50 ## 9422 f 0 ## 9423 m 120 ## 9424 m 35 ## 9425 f 20 ## 9426 m 10 ## 9427 m 30 ## 9428 f 5 ## 9429 f 65 ## 9430 m 0 ## 9431 f 0 ## 9432 f 0 ## 9433 m 0 ## 9434 m -5 ## 9435 f 30 ## 9436 m -5 ## 9437 m 150 ## 9438 m 35 ## 9439 f 0 ## 9440 f 0 ## 9441 f 5 ## 9442 m -10 ## 9443 f 27 ## 9444 m 40 ## 9445 f 25 ## 9446 f 0 ## 9447 f 10 ## 9448 f 0 ## 9449 f 21 ## 9450 f 10 ## 9451 f 0 ## 9452 f 20 ## 9453 f 14 ## 9454 f 45 ## 9455 m 0 ## 9456 m 10 ## 9457 f 50 ## 9458 f 20 ## 9459 f 30 ## 9460 m 25 ## 9461 f 0 ## 9462 m 100 ## 9463 m 40 ## 9464 f 0 ## 9465 f 50 ## 9466 f 7 ## 9467 m 50 ## 9468 m 0 ## 9469 m 20 ## 9470 m 0 ## 9471 f 0 ## 9472 m 15 ## 9473 m 55 ## 9474 f -6 ## 9475 m 10 ## 9476 m 0 ## 9477 m 100 ## 9478 m 0 ## 9479 f 0 ## 9480 f 0 ## 9481 m 39 ## 9482 f 10 ## 9483 m 20 ## 9484 f 24 ## 9485 f 40 ## 9486 f 20 ## 9487 f 48 ## 9488 f 30 ## 9489 f 0 ## 9490 f 0 ## 9491 f 58 ## 9492 f 0 ## 9493 m 0 ## 9494 m 10 ## 9495 m 5 ## 9496 m 13 ## 9497 m 40 ## 9498 m 54 ## 9499 m 0 ## 9500 m -5 ## 9501 f 45 ## 9502 m -15 ## 9503 f 10 ## 9504 f 40 ## 9505 m 20 ## 9506 m 0 ## 9507 m 0 ## 9508 m 2 ## 9509 f 0 ## 9510 f 20 ## 9511 f 0 ## 9512 m -10 ## 9513 f 0 ## 9514 f 50 ## 9515 f 25 ## 9516 m -10 ## 9517 m 0 ## 9518 m 0 ## 9519 m -5 ## 9520 m 50 ## 9521 m 15 ## 9522 m 22 ## 9523 f 0 ## 9524 m 5 ## 9525 m 0 ## 9526 m 25 ## 9527 f 35 ## 9528 f 0 ## 9529 m 5 ## 9530 m 0 ## 9531 m 7 ## 9532 m 5 ## 9533 m 10 ## 9534 m 100 ## 9535 f 10 ## 9536 f 14 ## 9537 m 0 ## 9538 f 0 ## 9539 f 10 ## 9540 f 30 ## 9541 f 0 ## 9542 m -5 ## 9543 f 0 ## 9544 m 0 ## 9545 f 0 ## 9546 m 20 ## 9547 f 5 ## 9548 f 25 ## 9549 m 0 ## 9550 f 0 ## 9551 m -10 ## 9552 m 54 ## 9553 m 10 ## 9554 m 45 ## 9555 m 30 ## 9556 f 0 ## 9557 m 0 ## 9558 m -32 ## 9559 f 145 ## 9560 m 25 ## 9561 f 0 ## 9562 f 3 ## 9563 f 5 ## 9564 f 0 ## 9565 m 30 ## 9566 m 0 ## 9567 m 0 ## 9568 f 10 ## 9569 f 30 ## 9570 f 20 ## 9571 m 3 ## 9572 f 65 ## 9573 m 50 ## 9574 m 15 ## 9575 m 0 ## 9576 m 3 ## 9577 m 5 ## 9578 m 0 ## 9579 f 0 ## 9580 f 50 ## 9581 f 36 ## 9582 m 18 ## 9583 f 32 ## 9584 f 13 ## 9585 f 0 ## 9586 m 72 ## 9587 f 40 ## 9588 m 30 ## 9589 f 0 ## 9590 m -30 ## 9591 f -15 ## 9592 m 30 ## 9593 m 35 ## 9594 f 0 ## 9595 m 5 ## 9596 m 20 ## 9597 f 77 ## 9598 f 20 ## 9599 m 0 ## 9600 m 10 ## 9601 m 0 ## 9602 m 0 ## 9603 f 10 ## 9604 m 9 ## 9605 m 88 ## 9606 f 0 ## 9607 f 30 ## 9608 f 20 ## 9609 f 0 ## 9610 m 40 ## 9611 f 15 ## 9612 m 20 ## 9613 m 20 ## 9614 f 23 ## 9615 f 5 ## 9616 m 30 ## 9617 f 15 ## 9618 f 45 ## 9619 f 15 ## 9620 f 0 ## 9621 f 10 ## 9622 m 5 ## 9623 f 25 ## 9624 f 40 ## 9625 f 10 ## 9626 m 15 ## 9627 m 10 ## 9628 f 0 ## 9629 m 5 ## 9630 f 20 ## 9631 f 4 ## 9632 m 40 ## 9633 m 15 ## 9634 m 0 ## 9635 f 85 ## 9636 m 0 ## 9637 m 0 ## 9638 f 40 ## 9639 f 0 ## 9640 f 88 ## 9641 f 6 ## 9642 f 0 ## 9643 f 0 ## 9644 m 15 ## 9645 m 25 ## 9646 m 15 ## 9647 f 5 ## 9648 m 30 ## 9649 f 10 ## 9650 m 30 ## 9651 m 45 ## 9652 f 15 ## 9653 f 30 ## 9654 m 20 ## 9655 m -40 ## 9656 m 0 ## 9657 f 3 ## 9658 m 10 ## 9659 m -20 ## 9660 f 30 ## 9661 f 29 ## 9662 m 5 ## 9663 f 5 ## 9664 f -7 ## 9665 f 4 ## 9666 f -8 ## 9667 m 0 ## 9668 f 50 ## 9669 f 40 ## 9670 f 0 ## 9671 m 10 ## 9672 f 10 ## 9673 f 25 ## 9674 f 37 ## 9675 f 0 ## 9676 m 0 ## 9677 f 20 ## 9678 f 5 ## 9679 f 0 ## 9680 f 3 ## 9681 m 0 ## 9682 f 10 ## 9683 m 40 ## 9684 f 0 ## 9685 f 0 ## 9686 m 6 ## 9687 f 0 ## 9688 m 10 ## 9689 m 30 ## 9690 m 15 ## 9691 f 7 ## 9692 m 0 ## 9693 m 0 ## 9694 m 25 ## 9695 f 30 ## 9696 m 0 ## 9697 m 2 ## 9698 m 10 ## 9699 m 0 ## 9700 f 25 ## 9701 m 20 ## 9702 f 0 ## 9703 m -15 ## 9704 f 170 ## 9705 f 95 ## 9706 m -15 ## 9707 m -10 ## 9708 m 0 ## 9709 f 18 ## 9710 m 15 ## 9711 m 0 ## 9712 f 40 ## 9713 m 15 ## 9714 f 10 ## 9715 m 10 ## 9716 f 0 ## 9717 m 0 ## 9718 f 55 ## 9719 f 0 ## 9720 m 30 ## 9721 m 10 ## 9722 f 0 ## 9723 m 95 ## 9724 m 0 ## 9725 f 0 ## 9726 m 5 ## 9727 f 10 ## 9728 f 12 ## 9729 f 0 ## 9730 f 33 ## 9731 m 30 ## 9732 f 10 ## 9733 f -30 ## 9734 f 5 ## 9735 f 15 ## 9736 m -5 ## 9737 m 9 ## 9738 m 0 ## 9739 f 13 ## 9740 f 20 ## 9741 f 0 ## 9742 f 15 ## 9743 f -6 ## 9744 f 10 ## 9745 f 10 ## 9746 f 10 ## 9747 m 25 ## 9748 m 18 ## 9749 f 30 ## 9750 f 45 ## 9751 f 30 ## 9752 f 20 ## 9753 m 25 ## 9754 f 4 ## 9755 m 0 ## 9756 m 40 ## 9757 f 5 ## 9758 m 0 ## 9759 m 0 ## 9760 m 25 ## 9761 f 10 ## 9762 f 15 ## 9763 f 7 ## 9764 f 12 ## 9765 f 0 ## 9766 f 0 ## 9767 m 0 ## 9768 m 1 ## 9769 f 41 ## 9770 m 0 ## 9771 f 62 ## 9772 f 0 ## 9773 f 0 ## 9774 f 0 ## 9775 m 0 ## 9776 m 50 ## 9777 f 0 ## 9778 m 0 ## 9779 f 25 ## 9780 m -10 ## 9781 m 5 ## 9782 m 0 ## 9783 f 3 ## 9784 f 0 ## 9785 f 15 ## 9786 m 0 ## 9787 f 7 ## 9788 f 4 ## 9789 f 30 ## 9790 m 0 ## 9791 m 10 ## 9792 f 0 ## 9793 f 0 ## 9794 m -20 ## 9795 f 0 ## 9796 f 2 ## 9797 f 7 ## 9798 m 0 ## 9799 m -7 ## 9800 m 10 ## 9801 m -20 ## 9802 f 20 ## 9803 f 10 ## 9804 m 55 ## 9805 f 5 ## 9806 f 0 ## 9807 m 0 ## 9808 m 10 ## 9809 f 0 ## 9810 m 10 ## 9811 m 15 ## 9812 f 5 ## 9813 f 7 ## 9814 m 5 ## 9815 m 0 ## 9816 m -15 ## 9817 m 0 ## 9818 f 21 ## 9819 f 0 ## 9820 f 0 ## 9821 m 45 ## 9822 m 12 ## 9823 m 5 ## 9824 f 0 ## 9825 f 10 ## 9826 m 0 ## 9827 f 22 ## 9828 f 0 ## 9829 f 15 ## 9830 f 0 ## 9831 m 120 ## 9832 f 30 ## 9833 m -15 ## 9834 f 10 ## 9835 m 45 ## 9836 f 22 ## 9837 f 15 ## 9838 m 10 ## 9839 m 10 ## 9840 m 10 ## 9841 m 0 ## 9842 m -37 ## 9843 f 18 ## 9844 m 100 ## 9845 f 20 ## 9846 f 20 ## 9847 m 45 ## 9848 f 100 ## 9849 f 20 ## 9850 m 18 ## 9851 m 9 ## 9852 f 0 ## 9853 f 0 ## 9854 m 0 ## 9855 f 0 ## 9856 m 15 ## 9857 f 10 ## 9858 m 30 ## 9859 f 10 ## 9860 f 5 ## 9861 f 0 ## 9862 f 20 ## 9863 m 10 ## 9864 f 0 ## 9865 f -10 ## 9866 m 0 ## 9867 f 0 ## 9868 f 11 ## 9869 f 88 ## 9870 m -20 ## 9871 m 0 ## 9872 m 0 ## 9873 f 70 ## 9874 f 50 ## 9875 m 13 ## 9876 f 7 ## 9877 f 15 ## 9878 m 0 ## 9879 m 65 ## 9880 m 60 ## 9881 f 0 ## 9882 f 0 ## 9883 m 35 ## 9884 m 0 ## 9885 f 3 ## 9886 m 15 ## 9887 m 5 ## 9888 f 5 ## 9889 m 0 ## 9890 f 3 ## 9891 m 15 ## 9892 f 0 ## 9893 f 112 ## 9894 m 30 ## 9895 m 5 ## 9896 m 10 ## 9897 f 20 ## 9898 f 15 ## 9899 f 0 ## 9900 f 0 ## 9901 f 7 ## 9902 f 0 ## 9903 f 0 ## 9904 f 30 ## 9905 m 13 ## 9906 f 22 ## 9907 f 10 ## 9908 f 10 ## 9909 m 1 ## 9910 m 0 ## 9911 m 5 ## 9912 f 80 ## 9913 f 25 ## 9914 f 100 ## 9915 m 11 ## 9916 m 0 ## 9917 m 0 ## 9918 m 10 ## 9919 f 0 ## 9920 m 30 ## 9921 f -10 ## 9922 m 30 ## 9923 f 0 ## 9924 f 27 ## 9925 m 22 ## 9926 m -60 ## 9927 f 30 ## 9928 f 5 ## 9929 m 30 ## 9930 m 0 ## 9931 m 5 ## 9932 m -13 ## 9933 m 30 ## 9934 f 0 ## 9935 m 20 ## 9936 f 0 ## 9937 m 20 ## 9938 m 50 ## 9939 f 0 ## 9940 m 2 ## 9941 f 0 ## 9942 f 19 ## 9943 m 40 ## 9944 f 20 ## 9945 m -40 ## 9946 f 0 ## 9947 m 20 ## 9948 f 35 ## 9949 f 30 ## 9950 f 3 ## 9951 m -25 ## 9952 m 15 ## 9953 f 0 ## 9954 m 40 ## 9955 f 6 ## 9956 f 70 ## 9957 m 0 ## 9958 m 10 ## 9959 m 0 ## 9960 m 7 ## 9961 m 0 ## 9962 f 30 ## 9963 m 45 ## 9964 m 30 ## 9965 m 0 ## 9966 f 0 ## 9967 f 0 ## 9968 m 32 ## 9969 m 10 ## 9970 m 20 ## 9971 f 4 ## 9972 f 46 ## 9973 f 20 ## 9974 f 0 ## 9975 f 0 ## 9976 f 0 ## 9977 f 0 ## 9978 f 45 ## 9979 m 0 ## 9980 f 23 ## 9981 m 15 ## 9982 m 20 ## 9983 f 0 ## 9984 m 0 ## 9985 f 3 ## 9986 f 0 ## 9987 f 0 ## 9988 f 20 ## 9989 m -5 ## 9990 f 52 ## 9991 f 0 ## 9992 f 0 ## 9993 m 0 ## 9994 f -10 ## 9995 m 1 ## 9996 m -5 ## 9997 f 5 ## 9998 m 0 ## 9999 m 22 ## [ reached getOption("max.print") -- omitted 10001 rows ]What type of data is
wdiff? If an observationwdiffis 0, what does this mean about the person’s weight and desired weight. What ifwdiffis positive or negative?
JR Answer: wdiff is an integer. If the observation is 0 then the person likes the exact weight they have. Since the formula was weight - wtdesire: positive # means the person desires to decrease real weight; a negative # means the person desires to increase real weight.
Describe the distribution of
wdiffin terms of its center, shape, and spread, including any plots you use. What does this tell us about how people feel about their current weight?## Min. 1st Qu. Median Mean 3rd Qu. Max. ## -500.00 0.00 10.00 14.59 21.00 300.00
## Warning in hist(log10(cdc$wdiff)): NaNs produced
JR Answer: Looking that histogram and especailly the log10 histogram - most people want to either slightly raise or lower their weight to the desired weight. Most people want to change weight.Using numerical summaries and a side-by-side box plot, determine if men tend to view their weight differently than women.
##
## m f
## -500 1 0
## -311 1 0
## -110 1 0
## -91 1 0
## -90 1 0
## -86 1 0
## -85 2 0
## -83 0 1
## -80 1 1
## -75 1 0
## -73 1 0
## -72 1 0
## -70 3 0
## -68 1 0
## -65 5 0
## -64 2 0
## -63 1 0
## -61 0 1
## -60 6 0
## -55 2 0
## -53 1 0
## -52 1 0
## -50 8 1
## -47 0 1
## -45 7 0
## -43 1 0
## -42 1 1
## -41 1 2
## -40 21 0
## -39 1 0
## -38 0 1
## -37 3 0
## -36 1 2
## -35 25 1
## -33 5 1
## -32 5 0
## -31 2 0
## -30 39 7
## -29 1 0
## -28 5 4
## -27 8 1
## -26 3 0
## -25 74 5
## -24 4 1
## -23 7 2
## -22 10 7
## -21 2 0
## -20 124 27
## -19 8 1
## -18 9 5
## -17 7 6
## -16 4 1
## -15 159 49
## -14 5 3
## -13 16 7
## -12 20 12
## -11 12 8
## -10 252 81
## -9 8 9
## -8 19 24
## -7 32 26
## -6 15 19
## -5 158 74
## -4 6 15
## -3 18 15
## -2 17 22
## -1 14 5
## 0 3150 2466
## 1 27 24
## 2 55 70
## 3 66 122
## 4 34 97
## 5 549 704
## 6 50 82
## 7 79 155
## 8 90 144
## 9 38 65
## 10 867 989
## 11 30 34
## 12 63 108
## 13 62 95
## 14 28 43
## 15 580 593
## 16 31 42
## 17 28 41
## 18 49 92
## 19 14 29
## 20 634 833
## 21 14 27
## 22 33 41
## 23 26 44
## 24 11 36
## 25 307 370
## 26 7 19
## 27 19 46
## 28 21 49
## 29 8 28
## 30 350 543
## 31 5 17
## 32 10 18
## 33 11 19
## 34 5 27
## 35 142 218
## 36 9 14
## 37 11 23
## 38 15 16
## 39 5 13
## 40 214 342
## 41 2 6
## 42 5 16
## 43 3 9
## 44 3 15
## 45 73 116
## 46 2 11
## 47 4 14
## 48 9 14
## 49 4 8
## 50 138 257
## 51 0 4
## 52 3 11
## 53 2 9
## 54 3 10
## 55 41 60
## 56 6 6
## 57 2 6
## 58 2 13
## 59 1 7
## 60 67 117
## 61 1 3
## 62 2 8
## 63 5 3
## 64 1 7
## 65 23 39
## 66 1 8
## 67 3 2
## 68 1 8
## 69 0 6
## 70 35 90
## 71 0 2
## 72 5 3
## 73 2 3
## 74 1 5
## 75 15 28
## 76 0 3
## 77 1 4
## 78 3 3
## 79 2 2
## 80 29 43
## 81 0 2
## 82 2 3
## 83 3 1
## 84 1 2
## 85 8 14
## 86 1 4
## 87 1 1
## 88 3 3
## 90 14 32
## 91 1 0
## 92 1 1
## 93 0 2
## 94 1 1
## 95 3 8
## 96 0 1
## 97 1 1
## 98 2 1
## 99 0 1
## 100 41 74
## 103 0 1
## 105 6 6
## 107 1 0
## 108 1 2
## 109 2 1
## 110 7 9
## 112 0 3
## 113 0 3
## 115 3 8
## 117 0 1
## 120 16 11
## 122 0 2
## 125 1 8
## 126 0 2
## 128 0 1
## 130 4 11
## 132 0 3
## 133 1 0
## 135 3 1
## 139 0 1
## 140 3 5
## 142 0 2
## 145 0 4
## 147 1 0
## 148 1 0
## 150 6 11
## 152 1 3
## 155 0 1
## 160 1 2
## 165 1 1
## 170 1 3
## 175 1 0
## 180 0 1
## 190 0 1
## 200 4 2
## 210 1 0
## 220 0 1
## 235 1 0
## 246 0 1
## 300 1 1#create a dataframe with only male to get summary() for male
wdiff_m <- subset(cdc, gender =="m")
#wdiff_m
summary(wdiff_m$wdiff)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -500.00 0.00 5.00 10.71 20.00 300.00#create a dataframe subset with only femail to get summary() for femail
wdiff_f <- subset(cdc, gender == "f")
#wdiff_f
summary(wdiff_f$wdiff)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## -83.00 0.00 10.00 18.15 27.00 300.00## Warning in eval(predvars, data, env): NaNs produced## Warning in bplt(at[i], wid = width[i], stats = z$stats[, i], out =
## z$out[z$group == : Outlier (-Inf) in boxplot 2 is not drawn
JR Answer: 3150 of the 9569 men are happy with their weight as the difference is zero 2466 of the 10431 women are happy with their weight as the differnce is zero. A larger weighted ratio percentage is of men than women are happy with their weight (3150/9539 for men vs 2466/10431 for woman). The men who are not satified with their weight - the majority want to increase weight if you review the box plot.. While the women have both desired gainers and losers of weight.
- Now it’s time to get creative. Find the mean and standard deviation of
weightand determine what proportion of the weights are within one standard deviation of the mean.
#mean(cdc$weight)
mn1<-mean(cdc$weight)
#sd(cdc$weight)
sd1<-sd(cdc$weight)
#mn1
#sd1
PSD <- mn1+sd1
PSD <-as.integer(PSD)
PSD## [1] 209## [1] 129## 'data.frame': 14189 obs. of 10 variables:
## $ genhlth : Factor w/ 5 levels "excellent","very good",..: 3 3 2 2 2 3 3 1 4 1 ...
## $ exerany : num 0 1 0 1 0 0 1 1 1 1 ...
## $ hlthplan: num 1 1 1 1 1 1 1 1 1 0 ...
## $ smoke100: num 0 0 0 0 0 1 0 1 1 1 ...
## $ height : num 70 66 61 71 67 65 70 69 69 66 ...
## $ weight : int 175 132 150 194 170 150 180 186 168 185 ...
## $ wtdesire: int 175 124 130 185 160 130 170 175 148 220 ...
## $ age : int 77 42 55 31 45 27 44 46 62 21 ...
## $ gender : Factor w/ 2 levels "m","f": 1 2 2 1 1 2 1 1 1 1 ...
## $ wdiff : int 0 8 20 9 10 20 10 11 20 -35 ...## [1] 175 132 150 194 170 150 180 186 168 185 170 170 185 156 185 200 200
## [18] 160 160 165 190 190 160 185 166 180 182 185 160 190 160 143 200 145
## [35] 175 130 141 179 135 140 170 150 172 168 180 186 144 160 164 155 140
## [52] 140 190 140 134 190 136 142 180 200 148 143 135 193 140 166 145 138
## [69] 137 175 140 180 142 175 180 140 193 160 132 163 132 207 145 190 200
## [86] 170 185 160 190 205 200 160 144 185 140 200 180 172 138 185 136 190
## [103] 150 130 172 187 205 140 180 165 204 130 180 195 187 142 180 180 180
## [120] 130 180 152 151 143 175 190 185 150 129 135 140 183 165 171 205 170
## [137] 170 155 200 150 130 200 155 135 200 134 155 135 135 180 140 179 149
## [154] 135 140 165 180 165 145 200 142 135 185 152 207 155 160 170 135 148
## [171] 160 150 165 130 135 190 175 200 178 132 175 150 170 156 170 185 198
## [188] 186 168 162 185 160 165 175 206 175 200 175 180 180 170 205 163 130
## [205] 185 168 185 200 142 145 138 140 145 130 142 180 130 185 140 175 153
## [222] 180 195 150 160 147 132 195 190 170 175 170 155 155 170 185 150 200
## [239] 155 160 165 195 140 180 180 173 165 150 175 185 140 130 155 130 190
## [256] 190 160 200 170 150 160 163 160 184 160 165 145 208 180 182 195 133
## [273] 180 205 185 200 200 175 130 169 182 200 155 178 200 164 145 140 130
## [290] 150 145 190 135 160 187 140 180 146 170 190 180 190 155 130 195 160
## [307] 150 185 190 145 180 130 196 130 160 155 140 185 180 185 180 174 202
## [324] 180 145 180 160 135 190 132 200 135 200 150 140 201 195 165 157 185
## [341] 170 186 150 161 180 170 171 175 180 182 149 133 180 180 185 140 174
## [358] 135 135 198 160 150 185 144 150 179 195 160 135 150 140 185 143 130
## [375] 195 165 150 182 185 168 185 170 175 178 170 160 140 175 200 155 208
## [392] 150 190 200 141 175 180 138 170 132 160 172 180 190 195 140 192 200
## [409] 135 185 170 180 165 165 170 155 130 164 176 130 140 140 165 150 130
## [426] 195 165 130 150 185 135 180 180 170 180 155 155 200 185 155 148 201
## [443] 140 150 170 162 145 155 165 198 132 185 200 196 154 162 135 155 150
## [460] 155 198 190 170 180 133 200 170 130 200 145 135 145 170 150 180 134
## [477] 168 180 160 146 175 205 185 140 170 145 185 170 152 138 167 200 208
## [494] 185 179 140 135 200 145 132 165 145 136 190 135 180 166 165 200 190
## [511] 140 145 167 140 135 150 130 185 170 198 155 160 130 173 150 198 144
## [528] 135 140 130 185 150 163 130 165 190 165 150 200 150 180 170 190 165
## [545] 170 148 175 200 180 135 165 130 170 170 170 141 130 190 150 145 175
## [562] 172 175 160 200 147 145 145 130 172 140 200 157 165 165 135 162 155
## [579] 150 177 175 130 165 145 170 150 182 140 135 135 165 202 190 200 200
## [596] 165 165 160 140 140 135 185 140 135 160 160 135 180 170 160 134 170
## [613] 140 140 133 135 180 180 205 180 152 160 199 200 145 200 160 180 165
## [630] 168 160 185 190 170 135 190 157 178 133 150 137 136 180 150 140 153
## [647] 175 165 140 197 158 195 190 148 176 190 145 198 180 140 157 170 150
## [664] 145 145 160 165 148 170 135 140 155 185 135 156 162 170 180 150 140
## [681] 175 200 154 150 198 190 185 165 140 148 160 195 170 195 168 160 160
## [698] 180 144 150 170 150 175 205 172 190 195 130 145 200 168 198 185 203
## [715] 174 155 165 180 180 135 160 136 188 168 159 155 165 180 187 170 155
## [732] 165 140 170 185 135 180 130 137 145 165 180 138 185 130 150 135 170
## [749] 200 170 208 198 150 140 180 165 180 130 140 158 145 175 138 160 178
## [766] 145 200 167 185 157 200 155 140 148 160 159 200 164 200 180 150 190
## [783] 145 192 154 197 151 188 160 140 139 150 150 170 180 163 165 205 199
## [800] 140 190 150 170 150 190 180 171 175 170 180 177 170 150 165 150 140
## [817] 150 135 150 145 139 180 184 180 200 150 178 175 190 134 170 180 160
## [834] 176 160 170 130 197 200 185 180 180 178 180 200 135 160 155 189 140
## [851] 145 137 191 180 199 140 163 138 150 200 147 175 155 190 160 145 160
## [868] 155 138 175 178 189 180 170 195 175 155 200 159 200 165 158 172 170
## [885] 135 205 138 181 185 180 173 178 178 185 200 160 153 180 135 195 160
## [902] 150 195 135 148 190 150 150 180 165 192 180 150 170 160 175 190 150
## [919] 168 185 142 170 180 197 160 165 195 175 175 136 130 130 144 170 170
## [936] 160 200 175 130 180 190 130 170 200 195 135 144 165 165 190 178 138
## [953] 150 160 156 180 175 170 138 168 209 180 200 135 160 170 170 170 140
## [970] 180 162 140 204 155 130 165 190 154 180 140 135 149 160 170 180 160
## [987] 150 170 170 180 205 135 170 148 160 155 160 135 175 142 135 163 150
## [1004] 190 135 138 145 140 204 185 150 168 160 170 150 150 182 160 185 185
## [1021] 130 185 200 150 200 160 195 189 160 155 132 145 199 150 202 160 180
## [1038] 175 185 150 140 180 150 184 183 178 185 170 139 200 130 175 165 180
## [1055] 170 135 175 150 203 200 185 153 170 130 200 150 145 148 165 160 185
## [1072] 192 195 175 130 170 157 146 187 160 160 190 150 180 200 140 176 140
## [1089] 160 129 143 130 139 168 150 130 170 145 145 165 160 135 140 145 204
## [1106] 140 158 132 160 140 132 135 205 150 190 132 180 170 195 175 160 175
## [1123] 200 192 140 170 143 150 200 195 195 170 144 136 195 200 130 134 185
## [1140] 165 138 150 200 164 200 140 145 192 130 205 186 198 185 170 147 168
## [1157] 150 135 158 170 140 168 150 135 140 165 172 196 176 190 150 185 184
## [1174] 145 185 190 185 150 160 160 208 132 190 165 180 160 175 133 160 160
## [1191] 172 171 160 142 200 170 142 190 174 140 140 185 170 190 170 145 175
## [1208] 135 190 170 165 150 160 170 175 185 170 132 185 139 157 185 137 200
## [1225] 141 130 194 130 157 186 180 174 155 162 168 160 170 145 183 205 150
## [1242] 130 140 195 150 165 170 155 169 150 180 138 150 170 172 130 173 208
## [1259] 135 160 139 200 195 185 150 165 200 200 172 190 171 174 145 160 132
## [1276] 180 150 130 160 140 180 200 187 190 160 150 164 150 190 160 150 172
## [1293] 180 150 175 185 175 200 135 195 140 170 178 141 136 200 200 153 150
## [1310] 180 137 135 180 170 190 165 145 141 180 185 173 175 194 157 145 134
## [1327] 130 149 174 145 165 130 192 145 155 145 199 185 140 144 140 170 203
## [1344] 200 160 190 175 167 145 161 180 130 150 155 155 150 190 150 149 160
## [1361] 140 135 150 140 135 176 140 170 142 185 156 140 170 135 185 135 130
## [1378] 145 185 185 145 135 137 140 192 150 130 170 130 172 140 168 200 147
## [1395] 190 190 153 142 172 190 150 158 170 155 140 185 135 192 170 176 150
## [1412] 188 150 200 180 154 150 169 132 180 135 170 136 180 165 199 190 145
## [1429] 145 182 140 195 185 155 160 185 135 150 170 203 165 155 150 146 135
## [1446] 145 130 132 165 130 130 165 195 190 155 140 170 160 192 200 177 146
## [1463] 185 130 185 178 160 175 183 190 170 165 180 185 165 160 165 196 142
## [1480] 165 180 130 135 155 140 150 205 190 170 190 130 178 140 142 140 135
## [1497] 165 200 173 132 178 200 185 155 165 150 138 185 149 195 160 150 155
## [1514] 165 160 155 170 145 190 160 150 170 140 155 184 200 185 188 190 175
## [1531] 131 170 170 193 170 160 175 135 174 160 157 180 199 190 165 160 135
## [1548] 130 150 150 130 147 200 135 185 155 200 160 135 190 200 151 190 182
## [1565] 205 140 160 150 190 160 205 140 173 160 180 185 163 200 135 160 136
## [1582] 150 132 140 140 175 135 175 180 130 140 145 173 135 185 190 161 148
## [1599] 160 160 173 170 155 130 130 150 175 145 150 134 190 145 140 140 160
## [1616] 150 150 160 150 175 140 190 130 165 172 195 185 200 160 190 155 165
## [1633] 206 180 160 140 130 195 200 177 200 162 140 155 198 160 190 170 135
## [1650] 200 190 140 175 180 178 200 129 160 195 180 200 155 140 175 200 150
## [1667] 150 200 200 140 165 142 167 172 150 190 175 153 130 135 145 140 160
## [1684] 158 142 130 167 195 150 150 140 190 165 200 150 152 150 160 200 204
## [1701] 140 165 200 142 175 150 138 190 160 185 149 155 152 170 198 205 180
## [1718] 180 200 155 150 132 180 175 175 190 200 155 130 160 175 145 175 135
## [1735] 178 162 140 165 190 208 200 200 185 156 135 162 140 137 185 190 172
## [1752] 160 145 195 130 205 165 130 172 155 132 206 160 195 190 150 147 174
## [1769] 150 161 180 168 150 205 180 160 175 160 174 140 150 188 155 135 145
## [1786] 195 160 132 208 140 180 160 170 160 190 148 150 190 176 154 185 180
## [1803] 155 145 135 184 195 170 165 155 160 194 155 190 147 175 150 185 179
## [1820] 157 153 160 145 180 130 140 175 190 165 206 140 132 185 170 148 138
## [1837] 130 200 145 170 195 185 190 150 140 185 180 178 172 200 135 167 200
## [1854] 145 147 160 200 157 145 135 170 195 195 165 185 140 150 180 190 140
## [1871] 170 180 170 185 150 140 165 185 170 200 165 190 140 165 185 170 135
## [1888] 140 150 130 187 165 139 170 140 140 130 150 160 144 190 200 167 195
## [1905] 149 142 190 140 150 160 195 178 165 195 193 185 190 130 185 200 130
## [1922] 149 185 180 133 130 170 183 140 130 150 137 180 195 178 135 204 170
## [1939] 200 145 200 160 175 190 150 138 129 165 135 160 200 150 160 135 160
## [1956] 163 190 190 185 140 200 195 140 170 165 140 199 170 142 195 197 133
## [1973] 168 175 154 155 170 150 140 175 195 160 165 165 145 130 155 140 173
## [1990] 185 194 180 190 140 138 155 134 180 157 170 170 135 205 185 190 160
## [2007] 150 165 180 200 145 200 180 180 150 155 180 165 175 160 170 160 140
## [2024] 195 180 150 130 190 160 185 180 135 185 150 134 146 140 160 155 170
## [2041] 141 165 203 170 195 195 200 185 195 170 140 140 165 185 175 185 190
## [2058] 175 158 185 155 136 196 140 195 175 175 207 190 200 190 165 205 130
## [2075] 160 150 177 150 135 150 130 190 150 180 180 145 135 129 165 200 138
## [2092] 190 160 196 150 160 160 180 165 185 190 170 138 171 130 165 160 139
## [2109] 135 155 138 145 164 148 138 155 185 195 170 200 165 170 180 180 185
## [2126] 186 165 142 180 192 200 165 190 172 132 170 145 200 150 170 193 185
## [2143] 165 155 130 145 175 160 145 186 165 185 165 152 180 150 185 158 180
## [2160] 168 165 148 130 189 195 150 132 155 131 137 160 135 160 137 170 180
## [2177] 160 160 200 205 157 135 155 185 140 175 135 135 175 149 155 130 200
## [2194] 150 151 165 150 182 189 160 160 175 200 190 185 162 195 171 185 180
## [2211] 195 140 160 185 130 170 137 132 170 150 180 170 170 162 130 155 182
## [2228] 205 190 170 138 165 190 165 168 140 166 175 139 154 155 174 165 185
## [2245] 150 143 169 150 150 160 176 150 175 155 150 202 150 200 130 162 160
## [2262] 149 174 200 151 180 160 150 192 190 168 184 170 165 160 180 170 155
## [2279] 180 160 205 180 160 156 190 175 150 195 130 150 145 140 190 142 190
## [2296] 170 140 185 185 132 145 170 130 190 130 160 145 170 158 150 194 200
## [2313] 175 190 147 200 165 176 195 170 185 139 193 155 200 130 130 170 131
## [2330] 195 190 170 145 198 180 145 148 165 136 150 157 156 160 190 140 155
## [2347] 170 147 135 160 135 130 140 170 135 140 155 173 150 140 195 180 160
## [2364] 145 150 180 185 184 170 174 170 195 195 130 170 144 135 180 139 160
## [2381] 190 160 165 140 170 182 190 145 160 185 160 140 160 170 150 200 140
## [2398] 140 175 158 145 140 135 175 175 165 164 150 135 135 172 160 160 129
## [2415] 165 135 172 190 205 200 180 185 160 150 149 140 136 140 172 190 162
## [2432] 160 160 140 150 195 189 190 200 200 134 185 130 195 185 170 160 204
## [2449] 188 165 195 170 200 140 159 200 163 140 155 151 156 160 140 140 135
## [2466] 165 190 140 192 138 155 190 187 200 197 194 172 155 195 155 175 167
## [2483] 200 175 188 140 155 160 140 140 175 164 130 145 204 178 155 180 161
## [2500] 170 170 195 200 165 185 167 200 180 193 180 175 150 129 160 200 145
## [2517] 145 190 180 130 155 185 205 175 155 165 191 170 135 152 205 190 165
## [2534] 145 140 205 148 180 135 160 165 135 167 150 130 145 195 190 165 155
## [2551] 180 165 170 150 135 160 165 200 175 175 140 180 170 140 143 150 130
## [2568] 165 160 130 168 150 165 186 175 165 190 170 205 165 146 180 175 143
## [2585] 195 141 139 200 150 169 147 170 195 145 180 170 155 186 150 136 180
## [2602] 140 145 200 190 135 145 152 140 142 160 178 185 150 186 150 130 185
## [2619] 183 180 175 159 161 175 163 170 135 140 165 185 200 180 150 160 180
## [2636] 137 180 150 194 165 160 135 180 160 145 150 152 190 150 180 155 140
## [2653] 192 155 175 180 144 185 162 151 135 170 163 168 158 135 150 188 164
## [2670] 135 160 205 135 170 185 203 185 160 150 160 198 152 185 204 166 130
## [2687] 160 175 165 181 140 175 180 186 130 180 165 160 158 185 165 144 140
## [2704] 138 185 140 180 160 164 193 200 145 200 135 130 141 180 170 145 145
## [2721] 185 197 187 195 154 192 200 145 138 178 147 135 143 160 130 150 171
## [2738] 180 170 140 160 170 170 200 180 140 170 180 140 164 185 165 135 150
## [2755] 205 185 170 140 185 140 140 180 160 140 150 150 157 190 138 155 162
## [2772] 190 130 190 130 200 130 145 140 180 165 165 135 180 130 185 180 140
## [2789] 200 202 205 155 180 192 191 175 160 132 150 200 170 175 139 142 145
## [2806] 162 135 130 135 142 135 142 150 150 180 145 135 170 180 195 195 193
## [2823] 160 175 185 170 203 180 182 180 150 160 190 195 155 145 180 170 140
## [2840] 145 180 190 140 180 141 137 162 165 140 147 183 180 135 185 160 190
## [2857] 175 160 205 170 135 129 130 152 130 158 156 130 150 145 168 170 148
## [2874] 200 135 185 206 160 194 135 195 154 155 150 135 176 170 198 135 180
## [2891] 158 138 160 150 190 195 140 165 143 188 180 195 164 170 140 140 175
## [2908] 158 160 200 190 175 160 195 145 195 160 135 190 140 160 132 140 200
## [2925] 170 185 150 155 185 190 150 150 171 154 160 205 205 205 160 185 175
## [2942] 145 132 160 145 168 194 170 145 186 152 195 152 195 150 172 163 130
## [2959] 172 160 149 150 185 140 190 175 175 160 155 190 138 170 200 170 157
## [2976] 198 137 180 175 140 132 145 152 134 160 155 140 146 200 157 145 150
## [2993] 155 160 190 205 137 165 150 140 140 134 150 170 135 145 180 162 138
## [3010] 165 180 195 145 190 150 145 160 160 150 150 134 160 195 130 170 189
## [3027] 150 180 180 154 155 185 160 137 160 160 195 165 132 185 135 135 185
## [3044] 160 135 145 167 130 136 190 132 132 187 138 160 195 203 150 157 190
## [3061] 145 135 180 180 190 180 150 200 194 182 145 148 135 155 173 135 175
## [3078] 175 200 130 145 200 178 160 132 205 180 200 159 175 155 180 165 175
## [3095] 130 175 167 195 155 190 196 135 200 150 200 130 165 192 145 180 195
## [3112] 140 132 160 185 160 180 180 159 190 170 134 180 136 135 143 200 175
## [3129] 155 197 153 195 165 185 160 140 163 130 190 200 198 205 175 130 136
## [3146] 150 145 155 170 190 150 168 137 162 190 185 160 148 165 175 140 204
## [3163] 175 165 160 175 160 150 185 185 190 190 152 158 155 196 151 165 170
## [3180] 135 140 170 150 174 140 185 150 170 170 138 145 145 135 160 140 170
## [3197] 190 155 205 180 134 140 190 155 194 150 182 140 190 130 185 180 190
## [3214] 190 175 150 198 195 180 160 200 160 137 150 140 165 205 135 165 190
## [3231] 145 156 145 175 140 160 200 145 170 205 150 167 160 200 140 180 150
## [3248] 176 165 160 135 130 180 148 161 130 150 185 192 160 140 148 180 202
## [3265] 200 150 165 150 207 155 185 170 184 156 200 140 134 187 147 165 175
## [3282] 150 170 175 140 176 180 160 155 130 150 195 200 180 158 190 135 190
## [3299] 198 180 170 130 170 145 160 145 185 160 170 140 160 158 145 170 172
## [3316] 170 135 180 195 180 205 140 140 130 130 133 132 134 160 175 140 192
## [3333] 137 180 175 165 130 160 175 140 135 200 170 156 160 165 175 180 150
## [3350] 135 185 180 140 180 160 145 200 164 130 140 175 130 150 190 175 145
## [3367] 155 200 175 135 155 180 172 135 145 200 180 185 183 200 200 135 160
## [3384] 145 172 145 131 145 148 178 165 160 165 163 178 130 160 205 160 155
## [3401] 175 160 160 150 142 178 205 135 170 180 200 165 140 160 170 135 165
## [3418] 140 200 150 154 145 175 159 160 207 149 160 142 145 170 130 150 132
## [3435] 200 160 130 129 185 160 175 195 142 160 160 140 138 140 147 187 180
## [3452] 170 195 193 130 195 190 175 135 140 205 130 150 142 160 150 150 190
## [3469] 145 180 130 145 200 135 135 160 205 135 178 178 175 195 155 135 200
## [3486] 170 200 140 175 170 200 160 180 150 180 190 138 130 135 175 140 160
## [3503] 170 138 160 142 175 135 165 140 150 137 170 200 180 180 185 195 130
## [3520] 200 162 180 180 160 170 170 160 170 196 148 138 150 155 150 170 165
## [3537] 200 180 170 160 178 155 140 190 140 140 150 170 175 137 175 170 162
## [3554] 145 145 165 185 200 162 140 135 135 130 189 145 150 160 135 165 193
## [3571] 145 180 142 135 175 194 202 135 150 160 140 175 162 135 155 175 140
## [3588] 150 140 180 200 165 155 130 142 200 165 171 140 184 130 175 150 165
## [3605] 138 200 145 185 145 140 160 200 190 155 145 160 155 130 160 148 170
## [3622] 170 150 190 170 200 170 200 155 145 200 200 150 140 180 195 150 130
## [3639] 203 184 150 175 155 135 165 180 130 158 195 155 170 140 200 162 150
## [3656] 165 160 175 165 175 130 170 160 162 160 190 200 142 165 165 160 209
## [3673] 200 190 155 162 182 148 150 170 145 192 162 135 130 143 148 160 160
## [3690] 133 170 155 186 135 165 155 150 171 136 190 130 170 180 143 180 140
## [3707] 168 205 200 180 155 135 165 198 200 145 180 195 170 155 170 148 175
## [3724] 180 185 130 145 155 170 192 195 155 190 182 130 160 175 180 142 178
## [3741] 175 155 145 160 140 161 170 190 170 192 155 165 160 148 204 185 190
## [3758] 180 152 195 150 170 140 150 150 140 155 135 205 137 190 138 205 132
## [3775] 173 155 200 175 140 150 160 140 145 184 148 159 179 130 160 185 180
## [3792] 200 150 175 145 175 140 134 185 131 155 140 170 165 165 185 156 155
## [3809] 155 130 153 145 135 170 185 141 170 138 150 135 175 170 180 165 150
## [3826] 165 155 190 190 150 195 200 160 183 192 145 155 185 180 160 160 204
## [3843] 130 180 175 168 160 180 160 170 150 175 172 195 130 190 205 193 175
## [3860] 185 175 170 160 193 150 200 180 205 150 180 185 200 135 180 208 180
## [3877] 145 135 145 170 180 175 195 200 170 189 185 148 170 172 202 165 155
## [3894] 195 144 172 197 145 170 200 150 140 135 135 180 135 194 170 160 166
## [3911] 140 173 170 152 143 135 160 200 170 140 200 150 165 180 163 200 160
## [3928] 145 145 147 170 145 150 195 145 170 135 194 134 160 170 168 160 135
## [3945] 195 200 150 165 155 200 195 140 180 205 200 150 190 132 180 130 185
## [3962] 140 205 145 160 155 130 194 162 165 200 170 138 150 190 178 170 190
## [3979] 165 165 170 184 145 190 180 160 140 147 163 163 165 200 165 140 130
## [3996] 200 136 135 185 175 165 140 148 205 135 135 205 192 132 190 147 140
## [4013] 185 180 180 145 162 205 200 175 145 140 200 165 175 175 129 141 140
## [4030] 178 141 190 184 155 170 155 175 175 135 145 204 165 170 150 200 165
## [4047] 129 185 147 160 190 140 180 196 162 165 172 138 175 150 160 165 180
## [4064] 165 185 151 150 185 175 145 140 170 190 183 150 180 140 155 168 130
## [4081] 183 130 160 150 150 200 193 130 165 200 155 160 150 190 144 155 140
## [4098] 162 145 170 195 165 150 180 135 207 155 196 205 170 170 162 150 205
## [4115] 135 150 165 175 175 145 174 145 158 135 205 130 179 170 147 138 139
## [4132] 175 130 165 140 130 201 150 155 133 138 157 165 165 180 190 175 195
## [4149] 160 152 165 155 140 160 160 155 200 135 145 130 160 175 170 150 155
## [4166] 130 165 175 200 160 170 160 130 160 153 180 158 188 140 168 150 156
## [4183] 130 195 150 174 180 140 200 200 170 200 145 138 180 190 195 175 192
## [4200] 132 180 175 168 185 165 175 140 148 150 180 140 165 200 150 165 190
## [4217] 173 190 155 200 132 182 130 185 160 180 150 200 140 192 185 130 154
## [4234] 180 149 204 195 190 135 200 138 148 140 169 160 135 173 200 170 143
## [4251] 170 204 167 148 160 140 150 185 205 130 186 198 170 190 140 200 170
## [4268] 204 155 175 190 170 170 165 160 158 190 165 170 150 200 205 164 165
## [4285] 160 137 165 140 170 145 150 205 135 198 188 180 165 133 150 150 160
## [4302] 160 168 200 200 205 130 195 145 170 162 150 166 190 190 170 155 150
## [4319] 160 150 140 135 179 200 186 130 130 150 180 170 155 150 182 155 180
## [4336] 200 195 200 198 133 150 138 188 189 140 155 197 140 200 188 168 173
## [4353] 150 160 203 170 170 190 175 180 160 170 200 153 175 190 170 180 200
## [4370] 147 190 145 175 180 145 188 170 175 140 185 160 135 183 145 185 180
## [4387] 200 185 170 170 160 175 150 160 180 175 155 195 160 155 170 160 180
## [4404] 130 205 146 163 160 170 150 158 135 174 160 200 180 180 170 135 165
## [4421] 133 168 150 155 150 180 200 155 169 155 168 165 200 195 172 156 190
## [4438] 160 190 150 190 138 175 180 160 200 175 160 176 175 160 179 145 174
## [4455] 165 155 160 190 145 190 155 188 177 189 142 135 178 200 130 170 180
## [4472] 198 135 140 140 134 190 175 170 162 200 175 195 165 140 158 170 160
## [4489] 140 175 180 148 183 195 152 160 160 190 185 135 135 137 135 165 150
## [4506] 160 185 135 165 145 155 150 178 205 175 155 170 145 180 135 160 180
## [4523] 180 137 140 140 145 165 155 142 159 158 133 150 196 175 168 165 185
## [4540] 130 140 170 152 180 173 185 190 170 170 160 174 158 170 180 172 145
## [4557] 175 157 200 185 148 190 140 180 160 160 165 205 170 195 165 175 134
## [4574] 175 158 175 134 143 189 172 130 185 170 165 200 180 155 165 175 145
## [4591] 135 195 140 135 180 185 160 205 145 170 140 150 150 180 180 180 192
## [4608] 194 200 185 145 200 175 130 195 188 145 130 130 190 158 175 133 170
## [4625] 160 193 175 186 174 145 160 160 135 180 195 160 180 160 200 195 160
## [4642] 150 150 142 175 160 175 200 160 160 190 132 140 172 195 170 180 162
## [4659] 154 145 145 136 150 205 170 160 135 140 135 205 190 158 203 150 150
## [4676] 160 166 170 135 170 135 175 148 170 145 158 195 160 143 140 140 208
## [4693] 170 170 183 205 186 145 170 150 145 175 155 190 138 145 160 138 150
## [4710] 130 152 205 145 170 132 175 159 200 152 200 155 190 185 150 130 144
## [4727] 197 165 205 140 208 148 165 170 190 190 175 170 155 150 180 190 196
## [4744] 195 165 163 170 160 185 140 180 180 200 130 155 160 180 140 130 162
## [4761] 170 146 175 165 170 198 150 148 176 135 141 185 190 193 145 189 198
## [4778] 155 170 135 182 170 175 190 200 160 180 139 140 160 145 130 160 200
## [4795] 135 197 130 150 160 170 156 180 200 140 155 145 170 150 185 160 180
## [4812] 155 160 175 160 185 145 150 180 188 162 140 140 130 175 150 185 192
## [4829] 200 160 168 165 130 135 185 160 185 129 160 207 152 180 134 195 170
## [4846] 165 140 160 190 185 180 202 186 165 176 130 135 155 170 135 200 165
## [4863] 135 145 155 155 140 137 175 140 130 175 175 160 174 140 190 137 165
## [4880] 140 175 185 190 165 145 155 192 165 200 204 168 130 200 140 130 175
## [4897] 150 145 135 136 165 145 145 180 145 205 140 200 135 195 185 160 155
## [4914] 145 195 200 190 178 180 154 180 149 186 170 135 155 165 192 155 140
## [4931] 156 165 135 150 140 150 140 200 168 147 130 160 154 145 135 150 205
## [4948] 200 160 150 180 175 175 200 142 155 135 150 148 190 175 165 165 130
## [4965] 185 150 140 155 171 134 149 130 163 180 170 131 165 157 154 140 145
## [4982] 150 190 174 180 165 145 140 145 140 180 130 165 165 160 190 183 180
## [4999] 150 180 156 138 175 195 135 140 160 132 185 174 130 176 187 143 141
## [5016] 160 170 170 165 165 140 170 160 180 175 200 190 171 165 180 190 150
## [5033] 156 190 170 200 175 150 195 130 150 150 204 170 185 155 160 195 130
## [5050] 180 145 180 180 130 180 170 131 170 170 183 190 170 150 170 170 162
## [5067] 154 160 140 165 160 195 150 138 141 160 175 160 183 135 198 159 155
## [5084] 140 152 185 170 155 179 150 160 180 135 160 192 189 145 152 170 170
## [5101] 180 130 165 165 160 173 175 190 195 130 175 185 155 172 185 135 150
## [5118] 168 198 180 145 130 150 165 155 135 145 173 150 207 150 160 170 190
## [5135] 167 160 168 174 170 205 180 138 180 148 195 160 180 190 187 185 162
## [5152] 175 205 170 150 140 160 185 187 198 209 180 185 175 203 205 195 180
## [5169] 155 155 180 135 165 163 175 145 155 155 146 205 132 155 145 170 142
## [5186] 135 175 165 180 200 200 190 140 195 138 150 150 145 145 145 160 147
## [5203] 142 135 182 140 195 170 200 180 170 172 160 148 155 150 158 140 196
## [5220] 195 161 175 185 130 130 135 200 170 205 135 190 195 208 155 140 175
## [5237] 140 175 155 148 160 180 170 185 182 130 145 150 165 155 200 140 141
## [5254] 170 140 180 207 155 168 156 180 200 150 155 141 160 178 180 195 170
## [5271] 190 201 180 178 185 145 150 140 185 197 153 130 190 185 194 175 188
## [5288] 147 130 185 165 150 150 175 168 135 170 170 180 173 172 145 175 130
## [5305] 165 145 160 160 190 140 200 173 140 130 175 160 150 165 205 195 160
## [5322] 180 165 135 150 153 130 172 185 136 130 190 170 135 137 148 145 150
## [5339] 130 180 140 135 190 166 150 165 146 175 134 135 150 138 175 135 165
## [5356] 170 170 165 180 140 130 150 150 162 185 150 200 200 150 153 145 180
## [5373] 150 200 208 170 155 130 132 135 140 146 188 178 200 132 185 160 199
## [5390] 135 178 188 132 160 165 155 147 130 165 190 200 190 145 185 165 130
## [5407] 136 170 150 200 170 200 175 178 140 180 190 130 170 160 188 130 139
## [5424] 150 150 155 151 205 150 140 130 155 195 185 175 145 175 200 135 175
## [5441] 180 154 155 180 135 168 180 145 167 135 140 165 190 150 140 168 150
## [5458] 180 150 150 200 170 140 135 202 130 130 174 135 165 190 170 150 165
## [5475] 162 183 180 180 160 190 175 155 160 130 200 195 198 140 155 174 130
## [5492] 190 180 150 130 205 182 130 150 140 170 130 150 160 169 130 200 165
## [5509] 140 134 145 145 170 133 200 175 145 180 168 205 200 130 140 137 155
## [5526] 184 188 169 175 142 155 170 150 155 170 167 195 182 165 135 199 130
## [5543] 170 166 160 170 150 144 175 187 129 179 205 170 142 190 130 175 150
## [5560] 180 140 205 169 200 185 140 175 180 150 187 168 170 160 150 170 175
## [5577] 135 200 135 182 185 190 161 200 165 172 145 153 185 173 152 135 200
## [5594] 145 145 132 195 155 155 165 200 200 160 140 157 150 135 150 160 165
## [5611] 165 175 145 200 154 190 168 165 200 200 132 165 150 150 130 170 152
## [5628] 165 150 162 130 160 140 155 185 185 150 172 150 150 150 170 170 170
## [5645] 205 170 152 180 185 136 189 130 160 167 195 185 186 190 190 185 150
## [5662] 140 185 160 145 148 190 150 158 175 185 165 175 209 130 190 150 157
## [5679] 178 185 190 170 205 170 130 160 170 175 160 183 130 143 168 160 180
## [5696] 175 137 185 165 145 160 190 155 180 195 148 140 185 140 165 200 205
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