12 - Dummy Variables and Interactions

In this notebook, we dive into dummy variables and interaction terms. We look at how to include them in our regressions and how to interpret their coefficients.

Prerequisites

1. Importing data into R.
2. Examining data using glimpse.
3. Creating new variables in R.
4. Conducting linear regression analysis.

Learning Outcomes

1. Understand when a dummy variable is needed in analysis.
2. Create dummy variables from qualitative variables with two or more categories.
3. Interpret coefficients on a dummy variable from an OLS regression.
4. Interpret coefficients on an interaction between a numeric variable and a dummy variable from an OLS regression.

12.1 Introduction to Dummy Variables for Regression Analysis

We first took a look at dummy variables in Module 5. There, we discussed both how to interpret and how to generate this type of variable. If you are unsure about what dummy variables measure, please make sure to review that module.

Here we will discuss including qualitative variables as explanatory variables in a linear regression model as dummy variables.

Imagine that we want to include a new explanatory variable in our multivariate regression from Module 10 that indicates whether an individual is identified as female. To do this, we need to include a new dummy variable in our regression.

For this module, we again will be using the fake data set. Recall that this data is simulating information for workers in the years 1982-2012 in a fake country where a training program was introduced in 2003 to boost their earnings.

#Clear the memory from any pre-existing objects
rm(list=ls())

# loading in our packages
library(tidyverse) #This includes ggplot2! 

Warning: package 'tidyverse' was built under R version 4.4.3

Warning: package 'tibble' was built under R version 4.4.2

Warning: package 'tidyr' was built under R version 4.4.2

Warning: package 'readr' was built under R version 4.4.2

Warning: package 'purrr' was built under R version 4.4.3

Warning: package 'dplyr' was built under R version 4.4.3

Warning: package 'stringr' was built under R version 4.4.2

Warning: package 'forcats' was built under R version 4.4.2

Warning: package 'lubridate' was built under R version 4.4.2

── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr     1.2.0     ✔ readr     2.1.5
✔ forcats   1.0.0     ✔ stringr   1.5.1
✔ ggplot2   3.5.1     ✔ tibble    3.2.1
✔ lubridate 1.9.4     ✔ tidyr     1.3.1
✔ purrr     1.0.4     
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag()    masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors

library(haven)

Warning: package 'haven' was built under R version 4.4.2

library(IRdisplay)

#Open the dataset 
fake_data <- read_dta("../econ490-stata/fake_data.dta")

# inspecting the data
glimpse(fake_data)

Rows: 138,138
Columns: 11
$ workerid      <dbl> 1, 1, 2, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 6, 6, 7, 7, 8, 8,…
$ year          <dbl> 1999, 2001, 2001, 2002, 2003, 2005, 2010, 1997, 2001, 20…
$ sex           <chr> "M", "M", "M", "M", "M", "M", "M", "M", "M", "M", "M", "…
$ age           <dbl> 55, 57, 54, 55, 56, 54, 59, 45, 49, 55, 57, 41, 45, 46, …
$ start_year    <dbl> 1997, 1997, 2001, 2001, 2001, 2005, 2005, 1997, 1997, 19…
$ region        <dbl> 1, 1, 4, 4, 4, 5, 5, 5, 5, 2, 2, 5, 5, 5, 5, 2, 2, 4, 4,…
$ treated       <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0,…
$ earnings      <dbl> 39975.008, 278378.062, 18682.600, 293336.406, 111797.258…
$ sample_weight <dbl> 0.26076493, 0.01427392, 0.03218683, 0.47120222, 0.704380…
$ quarter_birth <dbl> 2, 2, 4, 2, 2, 4, 2, 2, 3, 3, 3, 4, 3, 2, 2, 1, 3, 3, 3,…
$ schooling     <dbl> 16, 16, 16, 16, 16, 16, 16, 12, 12, 14, 14, 16, 16, 16, …

Let’s generate a variable that takes the log of earnings, as we did for our regression in the previous module.

fake_data <- fake_data %>%
        mutate(log_earnings = log(earnings)) #the log function

Let’s take a look at the data.

glimpse(fake_data)

Rows: 138,138
Columns: 12
$ workerid      <dbl> 1, 1, 2, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6, 6, 6, 7, 7, 8, 8,…
$ year          <dbl> 1999, 2001, 2001, 2002, 2003, 2005, 2010, 1997, 2001, 20…
$ sex           <chr> "M", "M", "M", "M", "M", "M", "M", "M", "M", "M", "M", "…
$ age           <dbl> 55, 57, 54, 55, 56, 54, 59, 45, 49, 55, 57, 41, 45, 46, …
$ start_year    <dbl> 1997, 1997, 2001, 2001, 2001, 2005, 2005, 1997, 1997, 19…
$ region        <dbl> 1, 1, 4, 4, 4, 5, 5, 5, 5, 2, 2, 5, 5, 5, 5, 2, 2, 4, 4,…
$ treated       <dbl> 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0,…
$ earnings      <dbl> 39975.008, 278378.062, 18682.600, 293336.406, 111797.258…
$ sample_weight <dbl> 0.26076493, 0.01427392, 0.03218683, 0.47120222, 0.704380…
$ quarter_birth <dbl> 2, 2, 4, 2, 2, 4, 2, 2, 3, 3, 3, 4, 3, 2, 2, 1, 3, 3, 3,…
$ schooling     <dbl> 16, 16, 16, 16, 16, 16, 16, 12, 12, 14, 14, 16, 16, 16, …
$ log_earnings  <dbl> 10.596010, 12.536735, 9.835348, 12.589075, 11.624442, 11…

As expected, logearnings is a quantitative variable showing the logarithm of each value of earnings. We observe a variable named sex, but it doesn’t seem to be coded as a numeric variable. Notice that next to sex it says <chr>.

As expected, sex is a string variable and is not numeric. We cannot use a string variable in a regression analysis; we have to create a new variable which indicates the sex of the individual represented by the observation in numeric form.

A dummy variable is a numeric variable that takes either the value of 0 or 1 depending on a condition. In this case, we want to create a variable that equals 1 whenever a worker is identified as “female”. A very simple way to create different categories for a variable in R is to use the as.factor() function.

as.factor(fake_data$sex)

    [1] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
   [37] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
   [73] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [109] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [145] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [181] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [217] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [253] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [289] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [325] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [361] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [397] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [433] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [469] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [505] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [541] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [577] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [613] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [649] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [685] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [721] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [757] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [793] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [829] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
  [901] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
  [937] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
  [973] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1009] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1045] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1081] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1117] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1153] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
 [1189] F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
 [1225] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1333] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
 [1369] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1405] M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M F F F F
 [1441] F F F F F M M M M M M M M M M M M M F F M M M M M M M M M F F F F F F M
 [1477] M M M M M M M M M M M F F M M M F F F F F F F M M M M M M M M M M M M M
 [1513] M M M M M M M M M F F M M M M M M M M M M M M M F F F F M M M M M M M M
 [1549] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
 [1585] M M M M M M M M M M M M F F F F F F F M M M M M M M M F F F F F F F F M
 [1621] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1657] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
 [1693] F F M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M
 [1729] M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M M
 [1765] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
 [1801] F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
 [1837] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1873] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [1909] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M
 [1945] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M F
 [1981] F F F F F F F F F M M M M M M M M M M M F F F F F F F M M M M M F F F F
 [2017] F F F M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M M
 [2053] M M M M M F F F F F F F F F F F M M M F F M M M M M M M M M M M M M M M
 [2089] M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2125] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M F F
 [2161] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2197] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M F F F F F
 [2233] F F F F F F M M M M M M M M F F F F F F M M M M M M M M M M M M M M M F
 [2269] F F F F F F F M M M M M M M M M M M M M F F F F F F F F F F F F M M M M
 [2305] M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M F F
 [2341] F F F F F F F M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
 [2377] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2413] M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2449] M M M M M M M M M M M M M M F F M M M M M F F F F M M M M M F F F F M M
 [2485] M M M M F F F F F M M M M M M M M M M M M M M M M M F F F M M M M M M M
 [2521] M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M
 [2557] M M M M M M M M M F F F F F M M M M M M M M M F F F F F F F F F M M M M
 [2593] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2629] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
 [2665] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2701] M M M F F F F F F F F M M M M M M M F F F F M M M M M M M M M M M M M M
 [2737] M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2773] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F
 [2809] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2845] M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
 [2881] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M F F F F F
 [2917] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2953] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [2989] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
 [3025] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3061] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M F
 [3097] F F F M M M M M M M M F F F M M M M M M M M M M M M M M M M F F F F F F
 [3133] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
 [3169] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
 [3205] M M M M M M M F F F F F F F F F F F F F F F F F F F F M M M M M M M M M
 [3241] M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
 [3277] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3313] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M
 [3349] M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M
 [3385] M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F
 [3421] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3457] M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M
 [3493] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M
 [3529] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M
 [3565] M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M
 [3601] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3637] M F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M
 [3673] M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M
 [3709] M M M F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M
 [3745] M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3781] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3817] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
 [3853] M M M M M M M M M M M M F F F M M M M M M M M M M M F F F M M M M M M M
 [3889] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [3925] M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M
 [3961] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M
 [3997] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [4033] M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
 [4069] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
 [4105] M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F
 [4141] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [4177] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M
 [4213] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M
 [4249] M M M M F F F F F M M M M M M M M M M M M M M M M M F F F F M M M M M M
 [4285] M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M
 [4321] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M F F F F F F F
 [4357] M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M F
 [4393] F F M M M M M M M M M F F F F F F M M M M M M M F F F F M M M M M M M M
 [4429] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
 [4465] M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
 [4501] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [4537] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M
 [4573] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M F
 [4609] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [4645] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [4681] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
 [4717] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M
 [4753] M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M F F F
 [4789] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F
 [4825] F M M M M M M M M M M M M M M M M M M F F F F F F M M F F F F F F F F F
 [4861] F F F F F F F M M M M M M M M M M M M M M M F F F F F M M M M M M M M M
 [4897] M M M M M M M M F F F F F M M M M M M M M M M M M M M M M F F F F F F M
 [4933] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M
 [4969] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [5005] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [5041] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
 [5077] M M F F F F M M M M M M M M M M M M M F F F F F M M M M M M M M M M M F
 [5113] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [5149] M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M
 [5185] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M
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 [9037] M F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F M M M M F
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[10009] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[10045] M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M
[10081] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[10117] M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[10153] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[10189] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M
[10225] M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M F F F F F
[10261] F F F F F F F F F F M M M M M M M M M M M M M M M M F F F F F F F F F F
[10297] F F F F F F F F M M M M M M F F F F F F F M M M M M M M M M M M M M M M
[10333] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
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[10441] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[10477] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[10513] M M M M M M M M F F F F M M M M M M M M M M M M M F F F F F F M M M M M
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[10585] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M
[10621] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[10657] F F F F F F F M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[10693] M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M F F
[10729] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[10765] F F F M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[10801] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M F F M M M M
[10837] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[10873] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[10909] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[10945] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M
[10981] M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[11017] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[11053] F F M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[11089] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[11125] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[11161] M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M
[11197] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[11233] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M
[11269] M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M
[11305] M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[11341] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[11377] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[11413] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[11449] M M M M M M M F F M M M M F F F F M M M M M M M M M M M M M M M M M M M
[11485] M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M
[11521] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[11557] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[11593] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[11629] F F F F F F F M M M M M M M M M M M F F F M M M M M M M M M M M M F F M
[11665] M M M M M M M F F F F F F F F F M M M M M M M M F F M M M M M M M M F F
[11701] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M F F F F F F F
[11737] F F F F F F M M M M M M M M M M F F F F F F F F F M M M M F F M M M M M
[11773] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M
[11809] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[11845] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[11881] M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M F F F F
[11917] F F F F F M M M M M M M M M F F F M M M M M M M M M M F F F F F F F F M
[11953] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M
[11989] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[12025] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12061] M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M
[12097] M M M M M M M M M M M M M F F M M F F F F F F F F M M M M M M M M M M M
[12133] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12169] M F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[12205] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[12241] M M M M M M M M M M M M M M F F M M F F F F F F M M M M M M M M M M M M
[12277] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M F F F F F
[12313] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[12349] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[12385] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12421] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12457] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12493] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F M M M M M M
[12529] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[12565] M M M M M M M M F F F F F F M M M M M M M M M M M M F F F F F F F F F M
[12601] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[12637] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[12673] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12709] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M F
[12745] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12781] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12817] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12853] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[12889] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M F F F F F F
[12925] F F F F F M M M M M M M M M M M M F F M M M M M F F F F F M M M M M M M
[12961] M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[12997] M M M F F M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[13033] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[13069] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M F F F F
[13105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[13141] F F F F M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M
[13177] M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F M M M M M M
[13213] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[13249] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[13285] M M M M M M M M M F F F F F M M M M M M M M M M M M M M M F F F F F F F
[13321] F M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M
[13357] M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M
[13393] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[13429] M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M
[13465] M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F M M M M M
[13501] M M M M M M M M M M F F F F M M M M M M F F F F F F F F F F F F F M M M
[13537] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[13573] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[13609] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[13645] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M
[13681] M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[13717] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[13753] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[13789] M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[13825] M M F F F F F F F M M M M M M M M M M M M M M M M F F F F F F F F M M M
[13861] M M M M M M M M M M M M M M F F M M M M M M M M M M M M F F F F F F M M
[13897] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[13933] F F F F F M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[13969] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[14005] M M F F F F F F F F F M M M M M M M M M M M M M M M F F F F F F F F M M
[14041] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[14077] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[14113] F F F M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[14149] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[14185] F F F F F F F M M M M M M M M M F F F F F F F F F F F F M M M M M M M M
[14221] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[14257] M M M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M M M
[14293] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M F F F F F M
[14329] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[14365] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M
[14401] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M
[14437] M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M
[14473] M M F F F M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M
[14509] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[14545] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[14581] M M M M F F F M M M M M M M M M M F F F F F M M M M M M M M M M M M M M
[14617] M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M
[14653] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M
[14689] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M F F M M M
[14725] M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M
[14761] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[14797] M M M M F F F F F M M M M M M M M M M F F M M M M M M F F F F M M M M M
[14833] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M
[14869] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M
[14905] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M F F
[14941] F F M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[14977] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[15013] M M M M F F F F F F M M M M M M M M M M M M M M M M M F F M M M M M M M
[15049] M F F F M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M
[15085] M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M F F F F F
[15121] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15157] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15193] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15229] M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M
[15265] M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M
[15301] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15337] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15373] M M M M M M F F F F F F F M M M M M F F F M M M M M M F F F M M M M M M
[15409] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[15445] F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[15481] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15517] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15553] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[15589] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[15625] F F F M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M F
[15661] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15697] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[15733] M M M M F F F F M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[15769] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[15805] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[15841] M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[15877] M F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[15913] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M
[15949] F F F F F F M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[15985] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[16021] M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M
[16057] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M F F F F
[16093] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[16129] M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M
[16165] M M M M M M F F F F M M M M M M M M M F F F F F M M M M M M M M M M M M
[16201] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[16237] M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[16273] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[16309] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[16345] F F M M M M M M M M M M M M M M M M F F M M M M F F F F M M M M M M M M
[16381] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[16417] M M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M
[16453] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[16489] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[16525] F F F F F F F M M M M M M M M M M F F F F F F F F F F M M M M M M M M M
[16561] M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[16597] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[16633] M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F
[16669] F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[16705] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[16741] M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F F M M M
[16777] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[16813] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F
[16849] F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M
[16885] M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[16921] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[16957] M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[16993] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M F
[17029] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[17065] F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[17101] F F F F M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[17137] M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F M M M M M M
[17173] F F F M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M
[17209] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M
[17245] M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17281] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[17317] F F F F F F M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[17353] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M
[17389] M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M
[17425] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M
[17461] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17497] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17533] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17569] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
[17605] M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17641] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17677] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17713] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[17749] F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M
[17785] M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M F F F
[17821] F F F F F F M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M
[17857] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17893] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M
[17929] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[17965] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[18001] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F
[18037] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M F F F F F F F
[18073] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18109] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[18145] F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M
[18181] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[18217] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[18253] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18289] M M M F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M
[18325] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[18361] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M F F F M M
[18397] M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18433] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18469] M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[18505] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F
[18541] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18577] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18613] M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F M M M M M M
[18649] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M
[18685] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[18721] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[18757] F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[18793] M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F
[18829] F F F F M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M
[18865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18901] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[18937] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M
[18973] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M
[19009] M M M M M M M F F M M M M M M M M M M M M M F F F F M M M M M M M M M M
[19045] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[19081] F F F F F M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[19117] M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M
[19153] M M M M F F F F F M M M M M M M M M M M M F F F F F F F M M M M M M M M
[19189] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[19225] M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M
[19261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19333] M M M M M M M F F F M M M M M M M M M F F F F M M M M M M M M M M M M M
[19369] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M F F F F
[19405] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F
[19441] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[19477] F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M
[19513] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19549] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19585] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19621] M M M M M M M M F F F F F F F F F F F M M M M M M M M M F F F M M M M M
[19657] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[19693] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F
[19729] F F F F F F F F F F F M M M M M M M M M M F F F M M M M M M M M M M M M
[19765] M M M M M F F F F F F F F F F F M M M M M M M M M M M F F F F M M M M M
[19801] M M M M M M F F M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[19837] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19873] M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M
[19909] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19945] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[19981] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[20017] M M M M M M F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M
[20053] M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M F F F F
[20089] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[20125] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F
[20161] F M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M
[20197] M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[20233] F M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[20269] M M M M M M M M M M M M M F F F F F F F M M M M M F F M M M M M M M M M
[20305] M M M F F M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M
[20341] M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M
[20377] M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[20413] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[20449] M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[20485] M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M M
[20521] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M
[20557] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M
[20593] M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[20629] M M M M M F F M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[20665] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[20701] M M F F F F F F F M M F F F M M M M M M M M M M M M M M M M M M M M M M
[20737] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[20773] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M
[20809] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[20845] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M F F
[20881] F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M
[20917] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[20953] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M F F
[20989] F F M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F
[21025] F F F M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M
[21061] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[21097] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[21133] M M M F F F F F F F M M M M M M M M M F F F M M M M M M M M M M M M M M
[21169] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[21205] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[21241] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[21277] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M
[21313] M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M
[21349] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[21385] F F F M M M M M M M M M M M M M M M M F F F F M M M M M M M M F F M M M
[21421] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[21457] F F F M M M M M M M M M M M M F F F F M M M M M M F F F F F M M M M M M
[21493] M M M M M M M M M F F F F F F M M M M M M F F F F F F F F M M M M M M M
[21529] M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M
[21565] M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[21601] M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[21637] F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M
[21673] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[21709] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M
[21745] M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M
[21781] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[21817] F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F
[21853] F F F F F F F F F F F F M M M M M M M F F F F F M M M M M M M M M M M M
[21889] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[21925] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M
[21961] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[21997] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M F F M M M M
[22033] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[22069] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M F F
[22105] F F M M M M M F F F F F M M M M M M M M M M M M M M M M M M M F F F F F
[22141] M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[22177] M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[22213] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M
[22249] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M
[22285] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M
[22321] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M
[22357] M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[22393] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[22429] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[22465] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[22501] M M M M M F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M
[22537] M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[22573] F F M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M F
[22609] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[22645] M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M
[22681] M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[22717] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[22753] M M M M M M M M M F F M M M M M M M F F F F F F M M M M M M M M M M M M
[22789] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F
[22825] F F M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M
[22861] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[22897] M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M
[22933] M M M M M M M M F F F F M M M M F F F M M M M M M M M M M M M M M M M M
[22969] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M
[23005] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[23041] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[23077] M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[23113] M M M M M F F M M M M M M M M M M M M F F F F M M M M M M M M M M M M M
[23149] M M M M F F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M
[23185] M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[23221] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[23257] M M M M M M M F F F F F F F F F M M M F F F F F F F F F F M M M M M M M
[23293] M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[23329] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M F F F F F
[23365] F F F M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M
[23401] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M
[23437] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[23473] M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[23509] M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[23545] M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M
[23581] M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M
[23617] M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M
[23653] M M M M M M M M M M M M M F F F F F F M M M M M M M M F F F F F M M M M
[23689] M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M
[23725] F F F F F F F F F F F F F F F F F F F F F F F F F F F M M M M M M M M M
[23761] M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[23797] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[23833] F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M
[23869] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[23905] F F M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M
[23941] M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[23977] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[24013] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[24049] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[24085] M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[24121] M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M F
[24157] F F F M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[24193] M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M F F F F F
[24229] M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M M
[24265] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F
[24301] F F F F F M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M
[24337] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[24373] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F
[24409] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M
[24445] M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M F F F F F
[24481] F F M M M M M M M M M M F F F F F F F F F F F F F F F F F F M M M M M M
[24517] M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M
[24553] M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M
[24589] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F
[24625] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[24661] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[24697] M M F F F F F F F F F M M F F F F M M M M M M M M M M M M M M M M M M M
[24733] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[24769] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[24805] M M M M M M M M M M M M M M F F F F F F F M M M M M M M M F F F F F F M
[24841] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M
[24877] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M F F F F
[24913] F F F F F F F F F F M M M M M M M M M F F F F F F F F F M M M M M M M M
[24949] M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M F
[24985] F M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M
[25021] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[25057] M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M
[25093] M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M M M
[25129] M M M M M M M F F F M M M M M M M F F F F F F F F M M M M M M M M M M M
[25165] M M M F F F F F F F F M M M M M M M M M M M F F F F F F F F F F F M M M
[25201] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M
[25237] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[25273] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M
[25309] M F F F F F M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[25345] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[25381] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[25417] M F F F F F F F F M M M M M M M M M M M M M F F M M M M M M M M M M M M
[25453] M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M
[25489] M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M
[25525] M M M F F F M M M M F F F F F M M M M M M M F F F F F M M M M M M M M M
[25561] M F F F M M M M M M M M M F F F F M M M M M M M M M M M M M M M M F F F
[25597] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[25633] M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M F F
[25669] F M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[25705] M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[25741] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[25777] F F M M M M M M M M M M M F F F F F F M M M M M M M F F F F F F F F M M
[25813] M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M
[25849] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[25885] M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F F M M M M M
[25921] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[25957] M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M
[25993] M M M M M M M M M F F F F F M M M M M M M M M F F F M M M M M M M M M F
[26029] F F F M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M F F
[26065] F F M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[26101] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[26137] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[26173] M M M F F M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M F
[26209] F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M F F F F F F
[26245] F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M
[26281] M M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M
[26317] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M F F F F F M M
[26353] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[26389] M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M F
[26425] F F F F F M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M
[26461] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M
[26497] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
[26533] M M M M M M F F M M M M M M M M F F F M M M M M F F F F F F F M M M M M
[26569] M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M F F F
[26605] F F M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[26641] M M M M M M M F F F F M M M M M M M M M M M F F F F F F F F M M M M M M
[26677] M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[26713] M F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F
[26749] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[26785] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[26821] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[26857] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[26893] M F F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[26929] M M M M M M M M M M M M F F M M M M M M M M M M M F F F F M M M M M M M
[26965] M M M F F M M M M M M M M M M M M M M M F F M M M M M M M M M M M M F F
[27001] F F F F F M M M M M M M M F F M M M M M F F F F F F F M M M M M M M M M
[27037] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[27073] M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[27109] M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M
[27145] M M M M M F F F F F F M M F F F F F F F F F F M M M M M M M M M M M M M
[27181] M M M F F F F F F F F F M M M M M M M M F F F F M M M M M M M M M M F F
[27217] F F M M M M M M M M M M M F F F F M M M M M M M M M M M M F F F F F F M
[27253] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[27289] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[27325] F F F F F M M M M M M M M M M F F F F M M M M M M M M M M M M F F F F F
[27361] F F F F F F M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F
[27397] M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[27433] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[27469] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[27505] M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[27541] M M M M M M M M M F F F F F M M M M M M M M M M M M M F F M M M M M M M
[27577] M M M F F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F F
[27613] F M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M F F
[27649] M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[27685] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[27721] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[27757] M M M M M M M M F F F F F M M M M M M M M M M F F F F F F M M M M M M M
[27793] M M M F F F F F F F F F F M M M M M M M M M M M M M M M M F F F F F F F
[27829] F F F M M M M M M F F F F M M M M M M F F F F F F F M M M M M M M M M M
[27865] M M M M M M M M M F F F F M M M M M M M M M M M M M M F F F M M M M M M
[27901] M M M M M M M M M M M M M M M M M F F F F F M M M M F F F F F M M F F F
[27937] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[27973] F M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[28009] M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[28045] M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[28081] F F F M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M
[28117] M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[28153] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[28189] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[28225] M M M M M M M F F F F F F F F M M M M M M M M M M M M F F F F F F F F F
[28261] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[28297] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28333] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M
[28369] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M
[28405] M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[28441] M M F F F F F F F F F F F F F M M M M M M M M M M M M M F F M M M M M M
[28477] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[28513] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28549] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28585] M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M F
[28621] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28657] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28693] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M
[28729] M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M F F F
[28765] F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[28801] M M M M M M F F F F F F M M M M M M F F F F F F F F F F F F F F F M M M
[28837] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M F F M M
[28873] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[28909] M M M M F F F F F F F F M M F F F F F F F F F F M M M M M M M M M M M M
[28945] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[28981] M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M
[29017] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M
[29053] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M F
[29089] F F F F F F F F F F F F M M M M M M M M M F F M M M M M M M M M M F F M
[29125] M M M M M F F F F M M M M M M M M M M M M M M M M M F F M M M M M M M M
[29161] M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M
[29197] M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M
[29233] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[29269] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[29305] F F F M M M M M M M M M M M M M M F F M M F F F F M M M M M M M F F F F
[29341] F F F F F M M M M M M F F F M M M M M M M M F F M M M M M M M M M M M M
[29377] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M
[29413] M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M
[29449] M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[29485] M M F F F M M M M M M M F F F F F F M M M M M M M M M M M F F F M M M M
[29521] M M M M M M M M M M M M M F F M M M M M M F F M M M M M M M M M M M M M
[29557] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[29593] F F F F F F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F
[29629] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F M M
[29665] M M M M M M M M M M M M F F F M M M M M F F F F F M M M M M F F F M M M
[29701] M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F
[29737] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M
[29773] M M M M M M M M M M M M M M M M M M M M M M F F F F M M F F M M M M M M
[29809] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[29845] F F M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M F
[29881] F F F F F F F F M M M M M M M M M F F F F M M M M M F F F F F F F M M M
[29917] M M M M M M M M M M M M M F F M M M M M M F F M M M M M M M M M M M M M
[29953] M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[29989] M M M M M M M M M F F M M M M M M M M M M M M M M F F F F F M M M M M M
[30025] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[30061] M M M M F F F F F F F M M M M M M M F F M M M M M M M M F F F F F F F F
[30097] F F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F F F M M
[30133] M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[30169] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[30205] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[30241] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M
[30277] M M M M M M M M M M M M M M F F F F F F F M M M M M M M F F F F F F F F
[30313] F F F M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M F F F
[30349] F F F M M M M M M M M M M M M M F F F F F F F F M M M M M F F F F F M M
[30385] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[30421] M M M M M M M M M F F F F F F M M M M M M M M M M F F F F F M M M M M M
[30457] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[30493] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[30529] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[30565] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M
[30601] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M F F F F M
[30637] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M F F M M M M M
[30673] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[30709] M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M F
[30745] F F F F F F F M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[30781] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M F F M M M M
[30817] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M F
[30853] F F M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M M M F F
[30889] F F M M M M F F F F F F M M M M M M M M M M M M F F F M M M M M M M M M
[30925] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[30961] M M M M F F M M M M M M M M M M M M F F M M M M F F F F F F M M M M M M
[30997] M M M M F F F F M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[31033] M M M M M M M F F M M M M M M M M M F F F M M M M M M M M M F F F F F F
[31069] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31105] M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31141] M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31177] M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M
[31213] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31249] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[31285] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[31321] F F F M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M
[31357] M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M
[31393] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M
[31429] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M F
[31465] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31501] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[31537] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31573] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[31609] F F F F F F F F M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[31645] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[31681] M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M
[31717] M M M M M M M M F F F F F F F F M M M M M M M M M M M M F F F F F F F F
[31753] M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M
[31789] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31825] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31861] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31897] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[31933] M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F M M M
[31969] M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M
[32005] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M
[32041] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32077] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M F F F F F
[32113] F M M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M M M M M
[32149] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M M
[32185] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M F F M M
[32221] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32257] M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M
[32293] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[32329] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[32365] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[32401] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[32437] F M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M
[32473] M M F F M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[32509] M M M M M M M F F M M M M M M M M M F F F M M M M M M M M M M M F F F F
[32545] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32581] M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M
[32617] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32653] M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32689] M M M F F F F F M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[32725] M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M F F F
[32761] F F F F F F F M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[32797] M F F M M M M M M M M M F F F F F F F F M M F F F M M M M M M M M M M M
[32833] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32869] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[32905] M M M M F F M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M
[32941] M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[32977] F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F
[33013] F F F F F F F M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[33049] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[33085] M M M F F M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[33121] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M
[33157] M M F F F F M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[33193] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[33229] F F F F M M M M M M M M M M M F F F F M M M M M M F F F F F M M M M M M
[33265] M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M
[33301] F F M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M
[33337] M M M M M M M M M F F M M M M M M M M M M F F M M M M M F F F F F F F F
[33373] F F F F F M M F F F F F F M M M M M M M F F F M M M M M M M M M M M M M
[33409] M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M
[33445] M M M M F F M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M
[33481] M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[33517] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[33553] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[33589] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[33625] M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[33661] M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M
[33697] M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M F F F
[33733] F F F F F F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F
[33769] F F F F F M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[33805] F F M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M F F
[33841] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[33877] M M M M M F F F F F M M M M M M M M M M M M M M M M M F F F F F M M M F
[33913] F F F F M M M M F F F F F F F F F F F F F M M M M M M M M M M M F F M M
[33949] M M M M M F F F M M M F F F F M M M M M M M M M M M M M M M F F F F F F
[33985] F F F F M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[34021] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[34057] M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[34093] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34129] M M M M M F F F F F F F M M M M M M M M M M M M M M M F F F F F M M M M
[34165] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F
[34201] M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M F F M M M
[34237] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[34273] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34309] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34345] M F F F M M M M M M M M M M M M M F F F F M M M M M M M M F F F F F M M
[34381] M M M M F F M M F F F F F F F F F F F M M M M F F F F F F F M M M M M M
[34417] M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34453] M M M M M M M M M M M M M M M F F M M F F F M M M M M M M M M M M M M M
[34489] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34525] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[34561] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34597] M M M M M M M M F F M M M M M M F F F F F F F F M M M M M M M M M M M M
[34633] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M
[34669] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[34705] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[34741] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34777] M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M
[34813] M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[34849] M M M M M M F F F F F F F M M M M M M M M M M M M M M M M F F M M M M M
[34885] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34921] M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M M M F F F F
[34957] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[34993] M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[35029] M M F F F M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M
[35065] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M F F F F
[35101] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[35137] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M F F F F F
[35173] F F F F F F F F M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[35209] M M M M F F M M M M M M F F F F F F M M M M M F F F F M M M M M M M M M
[35245] M M M M M F F F F F F M M M M M M M M M M M M M M M F F F F F F F M M M
[35281] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[35317] M M M M M M F F M M M M M F F F F F F M M M M F F F F F M M M F F F M M
[35353] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[35389] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M F
[35425] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[35461] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M
[35497] M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M
[35533] M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[35569] M M M M M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M
[35605] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[35641] F F F F F M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[35677] M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M F F F
[35713] F F M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[35749] F F F F F F F F F M M M M M M M M M M M F F F F F F M M M M M M M M M M
[35785] M M M M M M M M M M M M M M M M F F F F F F F F F M M M M F F F F F F F
[35821] F F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[35857] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[35893] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[35929] M F F M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M
[35965] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M
[36001] M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M
[36037] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36073] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36109] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36145] M M M F F F F F F F F F F M M M M M M M M M M M M M M M F F F F F F F M
[36181] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M
[36217] F F F M M M M M M M M M M M M M M M M M M M M M F F F M M M M M F F F M
[36253] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[36289] M F F F F M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[36325] M M M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[36361] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36397] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36433] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[36469] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[36505] F F M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[36541] M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M
[36577] M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M M M M M M M
[36613] M M F F F F F M M M M M M F F M M M M M M M M M F F F M M M M M M M M M
[36649] M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M
[36685] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M
[36721] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36757] M M M F F M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M
[36793] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[36829] M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M
[36865] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[36901] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[36937] M M M M M M M M M M M M M M M F F M M M M M M F F M M M M M M M M M M M
[36973] M M M M F F F M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[37009] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37045] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37081] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37117] M M F F F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F F F
[37153] M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[37189] M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[37225] M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[37261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[37297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37333] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37369] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[37405] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[37441] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[37477] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37513] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[37549] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37585] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37621] M M M M F F F F M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[37657] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M
[37693] M M F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[37729] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[37765] F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[37801] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[37837] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[37873] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F
[37909] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[37945] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[37981] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[38017] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[38053] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[38089] F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[38125] M F F M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M
[38161] M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[38197] M M M M F F F F F M M M M M M M M M M M M M M M F F F F F F F M M M F F
[38233] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[38269] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[38305] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[38341] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[38377] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F
[38413] F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F
[38449] F F F F F M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[38485] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[38521] M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M
[38557] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[38593] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M F F
[38629] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[38665] M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[38701] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[38737] M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M F F F F F M
[38773] M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M
[38809] M M M M M M M F F F F F M M M M M M M M M M M M M M F F F F F F F F F F
[38845] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[38881] F F F F M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M F
[38917] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[38953] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M
[38989] M M M M M M M M M M M M F F F M M M M M M M M M M M F F M M M M M M M M
[39025] M M M M M F F F F F F F F F F F F F F F F F F F F F F F F F M M F F F F
[39061] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39097] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[39133] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39169] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39205] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39241] M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M
[39277] M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M F F M M M
[39313] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[39349] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M
[39385] M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[39421] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39457] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M
[39493] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39529] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M
[39565] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M
[39601] M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M F F F
[39637] F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M
[39673] F F F F F F F F F M M M M M M M M M M M M M M F F F F M M M M M M M M M
[39709] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[39745] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[39781] M M M M M F F F F F M M M M M M M M F F M M M M M M M M M M M M M M M M
[39817] M M M M M M M M M M M M M M F F F F M M M M M M M M M F F F F F F F F M
[39853] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39889] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[39925] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M F F
[39961] M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M F F M
[39997] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[40033] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[40069] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[40105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[40141] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M F
[40177] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[40213] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M
[40249] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[40285] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M F F F F M M M
[40321] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[40357] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[40393] F F M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[40429] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[40465] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M
[40501] M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[40537] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M
[40573] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[40609] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[40645] M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M
[40681] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[40717] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[40753] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M
[40789] M M F F F F M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[40825] M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M M M
[40861] M M M M M M M M M M M M M M F F F M M M M M M M M M F F F F M M M M M M
[40897] M M F F F F M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[40933] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[40969] M M M F F M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[41005] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[41041] F M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M
[41077] M M F F F F F M M M M M M M M F F F F F F F F F F F F M M M M M M M M M
[41113] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41149] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41185] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[41221] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41257] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41293] M M F F F F F F F F F M M M M M M M M M M M M M M M M M F F M M M M M M
[41329] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[41365] M M M M M M M M M M F F F F M M M M M M M M F F F F F F F M M M M M M M
[41401] M M M M M M M M M M M F F F F M M M M M M M M M M M M F F F M M M M M M
[41437] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[41473] M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[41509] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41545] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[41581] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41617] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M
[41653] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41689] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M
[41725] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M
[41761] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[41797] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M
[41833] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M F F F F F
[41869] M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M
[41905] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[41941] M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M F F F F F
[41977] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[42013] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42049] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42085] M M F F F F F F M M M M M M M M M M M M M F F F F F F F F F M M M M M M
[42121] M M M M M M M F F F F M M M M M M M M M F F F F F F F F F M M M M M M M
[42157] M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M F F F F F
[42193] F F M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[42229] M M M M M M M M M M M F F F F F F F F F F F F F F F F F M M M M M M M M
[42265] M M M F F F F F F F F F M M M M M M M M M M M M M M M M M F F M M M M M
[42301] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42337] M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[42373] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42409] M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[42445] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[42481] M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M
[42517] M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M
[42553] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42589] M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[42625] M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M
[42661] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42697] M F F F F F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F
[42733] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42769] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[42805] M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M
[42841] M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42877] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[42913] M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[42949] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[42985] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43021] M M M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M M M
[43057] M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[43093] M M F F F F F F F F F F F F F M M M M M M M M M M M M M M F F F F F F F
[43129] F F F M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[43165] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43201] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M F F M M
[43237] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[43273] M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M
[43309] M M M M M M M M F F F M M M M M M M M M M M M F F F F F F F M M M M M M
[43345] M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M
[43381] M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M
[43417] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[43453] M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M F
[43489] F M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[43525] M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M
[43561] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M F F F F F M M
[43597] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[43633] M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[43669] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43705] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43741] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43777] M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M F F M M M M
[43813] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43849] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[43885] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[43921] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[43957] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F F
[43993] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44029] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44065] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[44101] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[44137] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[44173] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[44209] M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[44245] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[44281] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M
[44317] M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44353] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[44389] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[44425] M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[44461] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44497] M F F F M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M
[44533] M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M
[44569] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44605] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M F F M M M
[44641] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[44677] F F M M M M M M M M M M M F F F F F F F M M M M M M M M F F F F F F M M
[44713] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[44749] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44785] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[44821] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[44857] F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[44893] M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M
[44929] M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[44965] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45001] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45037] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45073] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[45109] M M M M F F M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[45145] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45181] M M M F F F F F F F F F F M M M M M M M M M F F F F F F F F F M M M M M
[45217] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[45253] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M
[45289] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45325] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45361] M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M
[45397] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
[45433] M M F F F F F F M M M M M M M M M F F F F F M M M M M M M M M M F F F F
[45469] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M F F F F F M M
[45505] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M F F F
[45541] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45577] M M F F F F F F F M M M M M M M M M F F M M M M M F F F F F F M M M M M
[45613] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[45649] M M M M M F F F F F F F M M M M M M M M M M M M M F F F F F F F M M M M
[45685] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[45721] M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M
[45757] M M M M M M F F F F F F F F F F F M M M M M M F F M M M M M M M M M M M
[45793] M M M F F F F F M M M M M M M M M M M M M M M F F F F M M M M M M M M F
[45829] F F F F F F F F F M M M M M M M M M M M M F F F F M M M M M M M M M M M
[45865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[45901] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[45937] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[45973] F F F F M M M M M M M F F F F F M M M M M M M M F F M M M M M M M M M M
[46009] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[46045] F F M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[46081] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46117] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46153] M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[46189] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[46225] M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M
[46261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46333] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M F F F F F F M
[46369] M M M F F F F M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[46405] M M M M M M M M M M F F F F F F F F F F F F F F F F F F M M M M M M M M
[46441] M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M
[46477] M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M
[46513] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M F
[46549] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46585] M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46621] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46657] M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M M M M M
[46693] M M M M M M M M M M M M M M M M M M M M M F F F F F M M M F F F M M M M
[46729] M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[46765] F F M M M M M M M M M M F F F F F F M M F F F F F M M M M M M M M M M M
[46801] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[46837] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[46873] M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46909] M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[46945] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[46981] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[47017] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M F
[47053] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47089] M M M M M M M M M F F F F F F M M M M M M F F F F F M M M M M M M M M M
[47125] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47161] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47197] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47233] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M F F F M M M M
[47269] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[47305] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47341] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47377] M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M F F F F M M
[47413] M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M
[47449] M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M
[47485] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47521] M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M
[47557] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M
[47593] M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M
[47629] M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M
[47665] M M F F F F M M M M M M F F F F F F F F F F M M M M M M F F F F M M M M
[47701] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[47737] M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[47773] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[47809] M M M M M M M M M M M M M M F F F F F F F M M M M M M M M F F F F F M M
[47845] M M M M M F F F F F F F F F F F M M M M M M M M M F F F F F F F F F F F
[47881] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M
[47917] M M M F F F F M M M M M F F F F F F F F F F F F F M M M M M M M M M M M
[47953] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F M
[47989] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[48025] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[48061] M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[48097] F M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[48133] M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48169] M M M M M F F M M F F F F F M M M M M M M M M M M M M M M M M M M M M M
[48205] M M M M F F F F F F M M M M M M M M M M M F F F F F M M M M M M M M M M
[48241] M M F F F F F F F M M M M M M M M M M M M M F F F F F F F F M M M M M M
[48277] M F F M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F
[48313] F F F F F F F F M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[48349] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[48385] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[48421] F M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[48457] M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M F F M
[48493] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48529] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[48565] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48601] M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M F F M M
[48637] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48673] M M M F F F M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[48709] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48745] M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[48781] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M F F M M M
[48817] M F F M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M F F
[48853] F M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M F F
[48889] M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[48925] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48961] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[48997] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49033] M M M M M M F F F M M M M M M M M M M M F F F F F F F F F F F F M M M F
[49069] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49141] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49177] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
[49213] M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M F F F M M
[49249] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M F F F F F F F
[49285] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49321] M M M F F F F F F M M M M F F M M M M M M M M M M M M M M M M M M F F F
[49357] F F F M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M F
[49393] F F F F F F F F F M M M F F F M M M M M M M M M M M M M M M M M M M M M
[49429] M M M M M M M M M M M F F F F F F M M M M M M M M M M M F F F F F F F F
[49465] F F M M M M M M M M M M M M M M M M M F F M M M F F M M M M M M M M M M
[49501] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[49537] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[49573] M M M M M M M F F F F F M M M M M M M M M M M F F F F F F M M M F F F F
[49609] F F M M M M M F F M M M M M M M M F F F F F F F M M M M M M M M M M M M
[49645] M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[49681] M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[49717] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[49753] M M M M M M M M M M M M M M M F F F F F F F F M M F F F F F F M M M M M
[49789] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M F F F
[49825] M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M F
[49861] F F M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49897] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49933] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[49969] M M M M M M F F M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[50005] M M F F F F F M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[50041] M M M M M M M F F F F M M M M M M F F F F F F F F F F F M M M M F F F F
[50077] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M
[50113] M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50149] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[50185] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M F F F F F F F
[50221] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50257] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M
[50293] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50329] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50365] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50401] M M M M M F F M M M M M M M M M M M M M M M M M M M M F F F F F M M M M
[50437] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[50473] F F F M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[50509] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50545] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M F F F F F F F
[50581] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50617] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50653] M M M F F M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[50689] M M M M M M M M M M M M M M M M M M M M F F F F F M M M M F F M M M M M
[50725] M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M F F F F
[50761] F M M M M M M M M M M F F M M F F M M M M M M M M F F M M M M M M M M M
[50797] M M M M F F F F M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[50833] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[50869] F F F M M M F F M M M M M M M M M M M F F F F F F M M M M M M M M M M M
[50905] M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M
[50941] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M F F
[50977] F M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M F F F M
[51013] M M M M M M M M M F F M M M M M M M M M F F F M M M M M M M M M M F F F
[51049] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F M M F F
[51085] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M
[51121] M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M F
[51157] F F F F F F F M M M M F F F F F F F F F F F M M M M M M M M M M M M M M
[51193] M M M M M M M M M M F F M M M M M M F F F F F F F F F M M M M M M M M M
[51229] F F F F F F F F M M M M M M M F F F F F F M M M M M M M M M M M M M M M
[51265] M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M
[51301] M M M M M M M M M M M M M M M F F F F F F F M M M M F F F F F F M M M M
[51337] M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M
[51373] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[51409] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[51445] M M M M M M F F F F F F F F F F M M M M M M M M M M M F F F F F F F F M
[51481] M M M M M M M M M M M M M M M M M M M F F M M M M M F F F M M F F F F F
[51517] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[51553] M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M F F F F
[51589] F F M M M M M M M M M M M M M M M M M M M M M M M F F F M M M F F F M M
[51625] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[51661] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[51697] M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M F F F F
[51733] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[51769] M M F F F F F F M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[51805] F F F F F F F F F F M M M M M M M M M M M F F M M M M M M M M M M M M M
[51841] M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M F F F F
[51877] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M
[51913] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[51949] F F M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M
[51985] M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[52021] M F F F M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[52057] M M M M M M M M M M M M M M M M M M F F M M M M M M M F F F F M M M M M
[52093] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M F F F M M M
[52129] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[52165] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52201] M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52237] M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52273] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M
[52309] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M
[52345] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M
[52381] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52417] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52453] M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M
[52489] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52525] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[52561] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[52597] F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M F F
[52633] F M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[52669] M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[52705] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[52741] M M M M M M M M M M M M F F F M M M M M M M M M M F F M M M M M M M M M
[52777] M F F F F M M M M M F F M M M M M M M M M M F F F F F F F F M M M M M M
[52813] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[52849] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[52885] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M
[52921] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[52957] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
[52993] M M M M M M F F F M M M M M M M M F F M M M M M M M M M M M M M M M M M
[53029] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M
[53065] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53101] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53137] M M M M M M M M M M F F M M M M M M M F F F F M M M M M M M M M M M M M
[53173] M M M M M M M M M M M M M M M M M M M F F F M M M F F F F F M M M M M M
[53209] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M
[53245] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53281] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53317] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
[53353] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53389] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53425] M M M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M
[53461] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[53497] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M
[53533] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53569] M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F F F F M M
[53605] M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M
[53641] M M M M M M M M M M M M M M M M M M M M M F F M M M M F F F F F F F M M
[53677] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53713] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[53749] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M
[53785] M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53821] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[53857] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M
[53893] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[53929] M F F M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[53965] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[54001] M M M M M M F F F M M M M M M F F F F F F F M M M M M M M M M M M M M M
[54037] M M M M F F F F F M M M M M M M F F F M M M M M M M M M M M M M M M M M
[54073] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M
[54109] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54145] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M F F F F
[54181] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[54217] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54253] F F F F F F F F F F M M M M M M M M M M M M M M M M M M M F F F F M M M
[54289] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M F F F F F
[54325] F M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M F F
[54361] F F M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M F F
[54397] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[54433] M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[54469] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54505] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54541] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[54577] M M M F F M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M
[54613] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M
[54649] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54685] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54721] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54757] M M M M F F F F M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[54793] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[54829] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F
[54865] F F F F F F F M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[54901] M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M
[54937] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[54973] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55009] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55045] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55081] M M M F F F F F F F F F F F M M M M M M M M M F F F F F F F F F F M M M
[55117] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M
[55153] M F F F F F F M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[55189] M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[55225] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
[55261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M
[55297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55333] M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M
[55369] M M M M M M M M M F F F F M M M M M M M M M M F F F F M M M M M M M M M
[55405] M M M M M M M F F F F F M M M M M M F F F F F F F F F F F F F F F M M M
[55441] M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[55477] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[55513] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55549] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55585] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55621] M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M F F F
[55657] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55693] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55729] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M
[55765] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[55801] M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M F
[55837] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[55873] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55909] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M
[55945] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[55981] M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[56017] M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M F F F F
[56053] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56089] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M
[56125] M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[56161] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M
[56197] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56233] M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[56269] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[56305] F F F F M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F M M
[56341] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[56377] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56413] M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56449] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[56485] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M
[56521] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56557] F F F F F F F M M M M M M M M M M M M M M M M F F F F F M M M M M M M M
[56593] M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M
[56629] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[56665] F F M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M
[56701] M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M
[56737] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[56773] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M
[56809] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56845] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56881] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56917] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[56953] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[56989] M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M
[57025] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[57061] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57097] M M M M M M M F F M M M M M M M M M M M M M M M F F F F F M M M M M M M
[57133] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
[57169] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57205] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M
[57241] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57277] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57313] M M M M M M M M M M M M M F F M M M M M M M M M M M M M M F F M M M M M
[57349] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[57385] M M M M F F F F F M M M M M M M M M M M M F F F F M M M M M M M M M M M
[57421] M M F F F F M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M
[57457] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57493] M M M M M M M M F F F F M M M M M M M M M M F F F F F F F F F F F F F F
[57529] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57565] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[57601] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57637] M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M
[57673] F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[57709] M M M M M M F F F M M M M M M M M M M M M F F F F F F F F M M M M M M M
[57745] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[57781] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[57817] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57853] M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M F F M M M M
[57889] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57925] M M M F F F F F F M M M M M M M M M M M M F F M M M M M M M M M M F F F
[57961] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[57997] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[58033] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[58069] M M M F F M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[58105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[58141] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[58177] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[58213] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[58249] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[58285] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M F F F F M
[58321] M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M F F F F
[58357] F M M M M M M F F F F F M M M M M M M M M M M M M F F M M M M M M M M M
[58393] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[58429] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[58465] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F M M M
[58501] M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M
[58537] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[58573] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[58609] M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[58645] F M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[58681] M M M M M M F F F M M M F F F F F F F F M M M M M M M M M F F F F F F M
[58717] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[58753] F F F F M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[58789] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[58825] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M F F F
[58861] F F F F F M M M M M M M M M M M M M M M M M M M M F F M M F F F F F M M
[58897] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[58933] F F M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M
[58969] M M M M M M M M M F F F M M M M M M M M M M M M F F F F F F M M M M M M
[59005] M M M F F M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M
[59041] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M
[59077] M M M M M M M M M M M M M F F F F F F M M M M M M M M M F F M M M M M M
[59113] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F
[59149] F F F F F F F F F M M M M F F F F F F F M M M M M M F F F F F F F F F M
[59185] M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M F F F
[59221] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[59257] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[59293] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M F F F
[59329] F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M
[59365] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M
[59401] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M
[59437] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[59473] M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[59509] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[59545] F F F F F F F M M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[59581] M M M M M M M M M M F F F F M M M M M M M F F F M M M M M M M M M M M M
[59617] M M M M M M M M M M F F F M M M M M M M M M M M M F F F F F F F M M M M
[59653] M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M
[59689] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[59725] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[59761] M M M M M M M F F F F F M M M M M M M F F F F F F F F F F F F F F F M M
[59797] M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M
[59833] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[59869] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
[59905] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[59941] F F F F F M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M
[59977] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[60013] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[60049] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M
[60085] M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F
[60121] F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M
[60157] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[60193] F F F F F M M M M M M M M M F F F M M M M M M M M M M M M M M M M M F F
[60229] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[60265] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[60301] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[60337] M M M M F F M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M
[60373] M F F F F F F F F F F M M M M M M M M M M F F F F F F F F F F F F F F F
[60409] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[60445] F F F F F F F F M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[60481] M M M M M M F F F F M M M M M M M M M M M M M M M M M M M F F M M M M M
[60517] M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M
[60553] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M
[60589] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[60625] M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[60661] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M
[60697] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F
[60733] F F F F F M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M
[60769] M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M
[60805] M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M
[60841] M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M
[60877] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[60913] F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M
[60949] M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M
[60985] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[61021] M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[61057] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M
[61093] M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[61129] M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M
[61165] M M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M
[61201] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M
[61237] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[61273] M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M F F F F F
[61309] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M
[61345] M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M
[61381] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[61417] M M M M M M M F F F F F F F F F F F F M M M M M M M F F M M M M M M M M
[61453] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M F F F M
[61489] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M
[61525] F F F F F F F F M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[61561] F F F F F M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M
[61597] M M M M M M M M M F F F F F F F F F F F F F F F F F F F F M M M M M M M
[61633] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[61669] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[61705] M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[61741] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M
[61777] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[61813] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[61849] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[61885] M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M
[61921] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[61957] M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M
[61993] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[62029] F M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M F
[62065] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F F
[62101] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[62137] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[62173] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[62209] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[62245] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M
[62281] M M M M M M F F F F F M M F F F M M M M M M M M M M M M M M M M M M M M
[62317] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M
[62353] M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[62389] M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M
[62425] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F M
[62461] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[62497] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[62533] M M F F M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M
[62569] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M
[62605] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[62641] M M M M F F F F F F F F F F M M M M M M M M M M F F F F F F F F M M M M
[62677] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[62713] M M M M M F F F F M M M M M M M M M M M M M M M M M M M M F F F F F M M
[62749] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M F
[62785] F F M M M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M F
[62821] F M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M
[62857] M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[62893] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[62929] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[62965] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63001] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63037] M M M M M M M F F F F F M M M M M M M M M M M M M F F F F F F F F F F M
[63073] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63109] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63145] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63181] M M M M M M M M M F F M M M M M M M M M M F F M M M M M M M M M M M M M
[63217] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63253] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63289] M F F F M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M
[63325] F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M
[63361] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M
[63397] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M F F F
[63433] F F M M M M F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F
[63469] F F M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[63505] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[63541] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63577] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M
[63613] M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M
[63649] F F F F F F F F F F F M M M M M M M M M M M M M M M F F M M M M M M M M
[63685] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[63721] M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M
[63757] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[63793] F F F F M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[63829] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[63865] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M
[63901] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[63937] M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M
[63973] M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[64009] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M
[64045] M M M M M F F M M M M M M M M M M M M M M M M F F F F F F F F F F M M M
[64081] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[64117] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[64153] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M
[64189] M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M
[64225] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[64261] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F M M M
[64297] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M
[64333] F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[64369] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M
[64405] M M F F F F F M M M M M M F F F F F F F F M M M M M M M M M M M M M M M
[64441] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[64477] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F
[64513] F F F F F F M M M M M M M M M M M M M M M M M M M M M F F M M M M M M F
[64549] F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M
[64585] M M M M M M M F F F M M M M M M M M M F F F F F F F F F F F F F M M M M
[64621] M M M M M M M M M M M M M M M M M M M F F M M M M F F F F F F F M M M M
[64657] M M M M F F F M M M M M M F F M M M M M M M M M M M M M M F F F F M M M
[64693] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M F F F F
[64729] M M M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M
[64765] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[64801] M M M M M M M F F F F F M M M M M F F F F F F F F F F F F F M M M M M M
[64837] M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[64873] M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[64909] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[64945] M M M M M M M M M F F F F F F F F F F F F F F F M M M M M M F F F F F M
[64981] M M M M M M M M M M M M M F F F F F F M M M M F F F M M M M M M M M M M
[65017] M F F F F F F F F M M M M M M M M M M M M M M M M M M M F F F M M M M M
[65053] M M F F M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M
[65089] M M M M M M M M M M M M F F F F F F M M M M M M M M M M M F F F F F F F
[65125] F F M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[65161] M M M M M F F M M M M M M M M M M M M M M F F F F F F M M M M F F F F F
[65197] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[65233] M M M M M M M F F F F M M M M M M M M M M F F F F M M M M M M M M M M M
[65269] M M F F F F F M M M M M M M M M M M M F F F F F F F F F F M M M M M M M
[65305] M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M
[65341] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F
[65377] F F F F F F F F F F M M M F F F F F M M M M M M M M M M M M M M M M M M
[65413] M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M F F F F
[65449] M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M F F F
[65485] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M
[65521] M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M
[65557] M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M
[65593] M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F M
[65629] M M M M M M M F F F F M M M M M M M M M M M M M M M M M F F F F F F F F
[65665] F F F F F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M
[65701] M M F F F F F M M M M M M M M M M M M M M F F F F F F F F F F F F F F M
[65737] M M M M M F F F M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[65773] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[65809] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[65845] M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[65881] M M M F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F
[65917] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F M M
[65953] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M
[65989] M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M
[66025] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M M M
[66061] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[66097] F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F
[66133] F M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M
[66169] M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M
[66205] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F
[66241] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[66277] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[66313] F F F F F F F F F F F F F F F M M M M M M M M M M M M M F F F F M M M M
[66349] M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M F
[66385] F F F F F F F F F F F F F M M M M M M M F F F F F F F F F F F F F M M M
[66421] M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M
[66457] M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[66493] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M F F F F F
[66529] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[66565] M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[66601] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M
[66637] M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[66673] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[66709] M M M M M F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M
[66745] M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[66781] M M M F F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M
[66817] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[66853] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[66889] M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F
[66925] F F F F M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[66961] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[66997] M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[67033] M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F F F F F F
[67069] F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[67105] F F F F F F M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M
[67141] M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M F F F M M M
[67177] M M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M M M M
[67213] M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M
[67249] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M
[67285] M M M F F F F F F F F M M M M M M M M M M M M M M M F F M M M M M M M M
[67321] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F
[67357] F F M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M
[67393] M M M M M M M M M M M M M M M M M M F F M M M M M M M M M F F M M M M M
[67429] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M F F
[67465] F F F F F F F M M M M M M M M F F F F F F F F F F F M M M M M M M M M M
[67501] M M M M M M M M M F F F F F F F F F F F F M M M M M F F F F F F M M M M
[67537] M M M M M M F F F F F F M M M M M M M M M M M M M F F F F F F F M M M M
[67573] M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M
[67609] M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M
[67645] M M M M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M
[67681] M M M M F F M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M
[67717] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[67753] M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M
[67789] M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M
[67825] M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F
[67861] F F F F F F F M M M M M M M M M F F F F F F F F F F F F F F F F M M M M
[67897] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[67933] F F F M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F M
[67969] M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68005] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M F
[68041] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68077] F F F F F F F F F F F F F F F M M M M M M F F F M M M M M M M M M M M M
[68113] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M F F F F F
[68149] F F F F M M M M M M F F F F F F F F M M M F F F F F F F M M M M M M M M
[68185] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[68221] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68257] M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M F F F F
[68293] M M M M M M F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M
[68329] M M M M F F F F F F F F M M M M M M M M M M M M M F F F F F F F F F F F
[68365] M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[68401] M F F F F F F F F F F F M M M M M M M M M M M M M M M M F F F F F M M M
[68437] F F F F F M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[68473] M M M M M F F F F F F F F F F M M M M M M M M F F M M M M M M M M M M M
[68509] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[68545] F F F F F F F F F F F F M M M M M M M M M F F F F F F F M M M M M M M M
[68581] M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F
[68617] F M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[68653] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68689] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M F
[68725] F F F M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[68761] M M M M M M M M M M F F F M M M F F F F F F F M M M F F M M M M M M M M
[68797] F F F F F F F M M M F F F F F F F F F F F F F F M M M M M M M M M M M M
[68833] M M M M M M M F F F F F M M M M M M M M M M M F F F F M M M M M M M M M
[68869] M M M M M M M M M M M M M F F F F M M M M F F F F M M F F F F M M M M M
[68905] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68941] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[68977] M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[69013] M M M M M M M M M M F F F F F F F F F F M M M M M M M M F F F F F F F F
[69049] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M
[69085] M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M F F F F F
[69121] F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F F M M M M M
[69157] M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[69193] M M M M M M M M M M M F F F F F F F F M M M M M M M M M M F F F M M M M
[69229] M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M F
[69265] F M M M M M M M M M M M M M M F F F F F M M M M M M M M F F F F F M M M
[69301] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M F F M M M M M
[69337] M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[69373] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[69409] M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F F M M M M M
[69445] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[69481] M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F
[69517] F F F F F F F M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[69553] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M
[69589] M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M F F F F
[69625] F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[69661] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[69697] M M M M M M M F F F F F F F F M M M M M M F F F F F F F M M M M M M M M
[69733] F F F F F F M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[69769] M M M M F F F F F F M M M M M F F F M M M M M M M M M M M M M M M M M M
[69805] F F F F F F F F M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[69841] M M F F F F M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M
[69877] M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M F
[69913] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[69949] M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F
[69985] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[70021] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[70057] F F F F F F M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M
[70093] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M
[70129] M M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[70165] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[70201] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[70237] F F F F M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M
[70273] M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M
[70309] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M
[70345] M M M M M M M F F F F M M M M M M M M M F F F F F F F F F M M M M M M M
[70381] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
[70417] F F F F F F M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M
[70453] M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[70489] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M F F F F F
[70525] F F F F F F M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[70561] M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[70597] M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F M M M M M M
[70633] M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M
[70669] M M M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M
[70705] M M M M M M M M M F F F F F M M M M M M M M M M M M M F F F F M M M M M
[70741] M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M
[70777] M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F
[70813] F M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M F F M M M
[70849] F F F F F F M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[70885] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[70921] M M M F F F F F F F F F F F F M M M M M M M M M M M M F F F F F M M M M
[70957] M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M F
[70993] F F F F F F F F F M M M M F F F F F F F F F F F F F F F F F F F F F F F
[71029] F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[71065] F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F
[71101] F M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M
[71137] M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[71173] F F F M M M M F F F F F M M M M M M M M F F F F M M M M M M M M M M M M
[71209] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[71245] M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M F F F
[71281] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[71317] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[71353] M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M
[71389] M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M M
[71425] M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F M M M
[71461] M M M M M M M M M M M M M M M F F F M M M M M M M M F F F M M M M M M M
[71497] M M M M M F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M
[71533] M M M M M M M F F F F M M M M M M M M F F F F M M M M M M M M M M M M M
[71569] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[71605] M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M M M
[71641] M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M
[71677] M M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M F F F
[71713] F M M M M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M
[71749] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M F F F M M
[71785] M M F F F F F F F F M M M M M M M M M M M M M M M M M M M F F M M M M M
[71821] M M M M M M M M M M F F F F F F F M M M M M M F F F F F F M M M M M M M
[71857] F F M M M M M M M M M M M F F M M M M M M M M M M M M F F F F F F M M M
[71893] M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M
[71929] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[71965] F M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[72001] M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M
[72037] M M M M M M M F F F M M M M M M M M M M M M M M M F F F F F F F F F M M
[72073] M M M M M M M M M M F F F F F F F F F F F F M M M F F F F F F F F M M M
[72109] M M M M M M M M M F F F F F F F F M M M M M M M M M M M M F F F F F M M
[72145] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[72181] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M
[72217] M M M M M M M M M M F F F F F F F M M M M M F F F M M M M M M M M M F F
[72253] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[72289] M M F F F F M M M M M M M M M M M M M M F F M M M F F M M F F F F F F F
[72325] F F F F M M M M M F F M M F F F F F M M M M M M M M M F F M M M M M F F
[72361] F F F F F F F F F F F F M M M M M M M M M M M F F F F F F F M M M M M M
[72397] M M M M M F F M M M F F F F F F F F F F F F F F M M M M M F F F M M M M
[72433] M F F F F F F F M M M F F F F F F F F M M F F F F F M M M M M M M M M M
[72469] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[72505] M M M M M M M M M M M F F F F M M F F F M M M M F F F F F F F F F F M M
[72541] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M
[72577] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[72613] M M M M M M M F F F F F F F F F F F M M M F F F F F F F F F F F M M M M
[72649] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[72685] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M
[72721] M M M F F F M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[72757] M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M F F
[72793] M M M M M M M M F F F F M M M M M M M M M M M F F F F F M M M M M F F F
[72829] F M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M
[72865] M M F F F F F M M M M M M M M M F F F F F F M M M M M M M M M M M M M M
[72901] M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M
[72937] M M M M M M M F F F F F F F F M M M M M M M M M M M F F M M M M M M M M
[72973] F F F F F F F F M M M M M M M F F F F F F F M M M M M M M M M F F F F M
[73009] M M M M M M M M M M F F F F F M M M M M M M M M M M F F F F F M M M M M
[73045] M M F F M M F F F F M M M M F F F F F F F F F F F F F M M M M M M M F F
[73081] F F F F F F F F F F F F F F F F M M M M M M M M M F F F F F F F M M M M
[73117] M M M M M M M M M F F F F M M M M M F F M M M M M M M M M M M M M F F F
[73153] F M M F F F F F F F M M M F F F F M M M M M M M M M M F F F M M M M M M
[73189] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M F F F F F F F
[73225] F F F F F F F F M M M M M M F F F F F F F F F F M M M M M M M M M M M M
[73261] M M M M M M M M M M F F F F M M M M M M M F F F F M M M M M M M M M M M
[73297] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[73333] F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M F F F F M M
[73369] M M F F F F F F F F F F F F F F M M F F M M M M M M M M M M M M M M M M
[73405] M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[73441] F F F M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F
[73477] F F F M M M M M M M M M M M M M M F F M M M M M M M M M M M M M F F F F
[73513] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M
[73549] M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M F F M M M
[73585] M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M
[73621] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[73657] M M M M M M M M M M M M M M M M M M M M F F F F F F M M M F F F F F M M
[73693] M M M M M M M M M F F F M M M M M M M F F F F F F F F F F F F F M M M M
[73729] M M M M F F F F F F M M M M M M M M M M M M M M M M F F F F F F M M M M
[73765] M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[73801] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M F F M M M M M
[73837] M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[73873] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[73909] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[73945] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M F F M
[73981] M M M M M M M M M M M M M M M M M M M F F F F F F F M M F F F F F F M M
[74017] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[74053] M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[74089] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M F F M M M M M
[74125] M F F F F F F F F F M M M F F M M M M M M M M M M M F F M M M M F F M M
[74161] M M F F F F F F M M M M M M F F F F F M M M M M M M M M M F F F F F F F
[74197] F M M M M F F F F F M M M F F M M M M M M M M M M M M M M F F M M M M M
[74233] M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M F
[74269] F M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M F F F
[74305] M M M M M M M M M M M M M M M M F F M M F F M M M M M M M M M M M M M M
[74341] F F M M M M M M M F F F F F F M M M M M M M M M M M M F F F F M M M M M
[74377] M F F F F F F M M M M M M M F F M M M M F F F M M M M M M M M F F F M M
[74413] M M M M F F F F F M M M M M M M M M M M M M M M M M M M M F F F F M M M
[74449] M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[74485] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M
[74521] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M M
[74557] M M M M F F F F F F F F F M M F F F F F F F F F F M M M M M M M M M F F
[74593] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[74629] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M
[74665] F F F F F F M M M M M M M M M M M M M M F F F F F F F F F F F M M F F F
[74701] F F F M M M M F F F F F F F F M M M M M M M M M M F F F F M M M M M M M
[74737] M M M M M M M M M F F M M M M M M M M M M M M M M M M M F F F F F F M M
[74773] M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M
[74809] M M M M F F M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
[74845] F M M M M M M M M M F F F F M M M M M M M M M M M M M M F F F F M M M M
[74881] M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M F
[74917] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[74953] M M M M M M M M F F F M M M M M M M M M M M M M M F F F M M M M M M M M
[74989] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[75025] F M M M M M M F F F F F F F M M M M M M M M M F F F F F M M M M M M M M
[75061] F F M M M M M M M M M M M M M M M M M M M M F F F F F F M M M F F F F M
[75097] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F M M M M M
[75133] M M M F F F F F F F F F F F F F F F M M M M M M M F F M M M M M M M M M
[75169] M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[75205] F F M M F F M M M M M M M M M M F F M M M M M M M M F F F M M M M M M M
[75241] M M M M M M M M M M M M M F F F F M M M M M M M M M M M F F F F F F F M
[75277] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[75313] M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M
[75349] M M M M M M M F F M M M F F M M M M M M M M M M M M M M M M M M M M M M
[75385] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[75421] M M M M M M M F F M M M M M M M M M M M M M M F F F F F F M M M M M M M
[75457] M F F F M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M F
[75493] F F F F F M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[75529] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M F
[75565] F F M M M M M M M F F M M M M M M M M M M M M M M M M M M M F F F F F F
[75601] M M M M F F F M M M M M M M M M M M M M M F F F F F F F M M M M M M M M
[75637] M M F F F F M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M
[75673] M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F F F
[75709] F M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M
[75745] M M M F F F M M M M M M M M M M M M M M M M M F F F F F F F F F M M M F
[75781] F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[75817] M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M
[75853] M M M F F F F M M F F F F M M M M M M M M M M M M F F F M M M M M M M M
[75889] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[75925] M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[75961] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[75997] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[76033] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M
[76069] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[76105] M M M M M M M M M F F F F F F F F M M M M M M M F F F F F M M M M M M M
[76141] M M M M M M F F F F F F M M M M M M M M M M M M F F F F M M M M M M M M
[76177] M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[76213] M M M M M M M M M M F F F F F M M M M M M M M M M M M M F F F M M M M M
[76249] M M M M M M M F F F F F F F F F M M F F M M M M M M M M F F M M M M M M
[76285] M M M M M M F F F F F F F F F M M M M M M M F F M M M M M M M M M M M M
[76321] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[76357] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M F F F F M M M
[76393] F F F F F M M M M M F F M M M M M M M M M M M F F F F M M M M M M M M M
[76429] F F F F F F M M M M M M F F F F F M M M M M M F F F M M M M M F F F F F
[76465] F M M M M M M M F F F F F F F F M M M F F M M M M M M M M M M M M M M M
[76501] F F F F F M M F F M M M M M M M M M M M M M F F F F F F F F M M M M M M
[76537] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[76573] M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[76609] F F F F F F F M M M M M M M M M M M M M M F F F F F F F F M M M M M M M
[76645] M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M F F F F F
[76681] F M M F F F F M M M M F F M M M M M F F F F M M M M M M M M M M M M M M
[76717] M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M F F F
[76753] F M M M M M M F F F M M F F F F F F F M M M M M M M M M M M M M M M M M
[76789] M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M M M
[76825] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M F F
[76861] F F M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[76897] M M M M M M M M F F M M M M M M M M M M M M M F F F M M M M M M M M M M
[76933] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[76969] M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M F F F F F F
[77005] F M M M M M M M M F F F F F M M M M M M M M M M F F F F F M M M M M M M
[77041] M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[77077] M M M F F F F F F F F F F M M M M M M M M M M M F F M M M M M M M F F F
[77113] F F F F M M M M M M M M M M M M M M M M F F F F F F M M M M M F F F F F
[77149] F F M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[77185] M M M F F F M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M
[77221] M M M M M M F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M
[77257] F F F F F M M M M M M M M M F F M M M M M F F F F F F F M M M M M M M M
[77293] M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[77329] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[77365] M M F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F
[77401] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[77437] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[77473] M M M M M M M M M M M M M F F M M M M M M F F M M M M M M M M M M M M M
[77509] M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M
[77545] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[77581] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M F F F M M M M
[77617] F F F M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M
[77653] M M M M M M F F F F M M M M F F M M M M M M M M M M M M M M M M M M M M
[77689] M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M
[77725] M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F M M M M M M
[77761] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M F F M M M M M
[77797] M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[77833] M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M
[77869] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M
[77905] M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[77941] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M
[77977] M M M M M M M M M M M M M M M F F M M M M M M M F F M M M M M M M M M M
[78013] M M M M M F F F M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[78049] M M F F F M M M M M M F F F F F F F F M M M M M M M M M M M M M M F F M
[78085] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[78121] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[78157] F F M M M M M M F F F F M M M M M F F F F M M M M M M M M M M F F F M M
[78193] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[78229] F F F F F F F M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[78265] M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[78301] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[78337] M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[78373] M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M F F F
[78409] F F F F F M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[78445] M M M M M M M M M M M M M M M M M M F F F M M M M M M F F M M F F F F F
[78481] F F M M M M M M M M M M M M M M M M M M M F F F F M M F F F F F F F F F
[78517] F M M M M M M M M M M M M M M M M F F F F F F M M M M M M M F F M M M M
[78553] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M F F
[78589] F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M
[78625] M M M F F F F F F F F F F M M M M F F F F F F M M M M M M M M M M M M M
[78661] M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M F F F F M
[78697] M M M M M M M M M F F F M M M M M M M M F F F F F M M M M M M M M F F F
[78733] F F F M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[78769] M M M M M M F F F F M M M M M M M M M M M M M M M M F F F F F F M M M M
[78805] M M M M M M M M M M M F F F F F M M M M M M M M M F F F F M M M M M M M
[78841] M M M M M M M M M F F F M M M M M M M M M M M M M M M F F F F M M F F F
[78877] F M M M F F F F F F F F F F F F F F M M M M M M M M M M F F M M M M M M
[78913] M M M M M M M M M M M M M M M M M F F M M M M F F F F F F F F F F F M M
[78949] M M F F F M M F F F F F M M M M F F F F F F M M M M M M M M M M M M M F
[78985] F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M
[79021] M M M M M M M M M M M M M M M M M M M M F F M M M M M M M F F M M M F F
[79057] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[79093] F F F M M M M M M M M M M M F F F F F F F F M M M M M M M M F F M M F F
[79129] F F M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F M
[79165] M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M F F F F
[79201] M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M F F
[79237] F M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M
[79273] M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F
[79309] M M M M M F F F M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[79345] M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M
[79381] M M M M M M M M M M M M M M M M F F F M M M M M M M M M M F F F F F F M
[79417] M M M F F F F F F M M M M M M M M M F F F M M F F M M M M M M M M F F F
[79453] F M M M M M M M F F F F F F F F F F F F F F F F F F F F F M M M M M M M
[79489] M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M F F F
[79525] F F F F M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[79561] M M M M F F M M M M M M F F M M F F F M M M M M M M F F F M M M M M M M
[79597] M M M M M M M M M M M M F F F F M M M M M F F M M M F F F M M M M M M M
[79633] M M M F F F M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[79669] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M
[79705] F F M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[79741] M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F F M M M
[79777] M M M M M M F F F F F M M M M M M M M M M M M M M M M M F F F M M M M M
[79813] M M M M M M M M M M M M M M M M M F F F M M M M F F M M M M F F M M M M
[79849] M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[79885] M M M M M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M M
[79921] M M F F F M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M
[79957] M M M F F F F F F F F M M M M M M M M F F F F F F F F F F F F F M M M M
[79993] M M M M M M M M M F F F F M M M M M M M M M M F F F M M M M M M M F F F
[80029] F F F F F F F F F F F F F M M M F F F F F F F M M M M M F F F F F F M M
[80065] M M M M M M F F F F F F F F M M M M M M M M M M M M M M F F F M M F F M
[80101] M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F
[80137] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M F
[80173] F M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M F F F M M
[80209] M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M M M M M M
[80245] M M M M M M F F F M M M M M M M M M M M M M F F F F M M M M M M M M M M
[80281] M M M M M M M M F F F M M M M M M M M M M M M M F F F F M M M M M M M M
[80317] M F F F F F M M M M M M M M M M F F M M M M M M M M M M M F F F F M M M
[80353] M M M M M M M F F F M M M M M M M M M M M M F F F F M M M M M M M M M M
[80389] M M M M M M M M M F F F M M M M M M M M M M M M M M M F F F F F M M M M
[80425] M M M M M M F F M M M M M M M M M M M M M M F F M M M M F F M M M M M M
[80461] M M M M M M M M M M F F F M M F F F F F F F F F F M M M M M M M F F M M
[80497] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[80533] M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[80569] M F F F F F F F F M M M M F F F M M M M M M M M M M M F F F F F F M M M
[80605] M M M M M M F F F F F F F F F F F F F M M M F F M M M M M M M M M M M M
[80641] M M M M M M M M M F F F M M M M M M M M M M M M M F F F F F F F F M M M
[80677] M F F F F F F F F F F M M M M M M M M M F F F M M M M M M F F F F F F F
[80713] F F M M M M M M M M F F F F F F F F F M M F F F M M M M M M M M M M M M
[80749] M M M M F F F F F F F M M M M M M M M M M M M M M M F F F M M M M F F F
[80785] F M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M F F F
[80821] F F F F F F F F F M M M M M M M M M M M M M M M F F F F M M M F F M M M
[80857] M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M F F F M M
[80893] F F F F F M M F F F F M M M F F F F F F F M M M M M M M M M M M M M M M
[80929] M M F F F M M M M M M M M M M M M M M F F M M M M F F M M M M F F F M M
[80965] M F F F M M F F F M M F F F F F F F F M M F F F F F F F F F M M M M M M
[81001] M F F F F F M M M M M M F F F F F F F M M M M M M F F F F F F F F M M M
[81037] M F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M
[81073] M M M M M M M F F M M M M M M F F F F F F F M M M M M M M M F F F F M M
[81109] M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M M F F
[81145] M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[81181] M M M M M M M M M M M M M M M M M F F F F F F F F F M M M M M M F F M M
[81217] M M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F F F M M M
[81253] M M M F F F F F F F F F M M M M M M M M M M M M M M M F F F F M M M M M
[81289] M F F F F F F F F F M M M M M M M M F F F F F F F F M M F F M M M M M M
[81325] M F F F F F F F F M M M M F F M M M M M M M M M M M M M M F F F F F F F
[81361] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M
[81397] M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M F F
[81433] F F M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[81469] M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M M M
[81505] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[81541] M M M F F F M M M M M M M F F F F F M M M M M M M M M M M M M F F M M M
[81577] M F F F M M M M M M M M M M F F F F F F F F F F F F F M M M M M M M M M
[81613] M M M M M F F M M M M M M F F M M M M M M M F F F F F F F M M M M M M M
[81649] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[81685] F F F F M M M M F F F F F M M M F F F M M M M M M M M M M M M M M M M M
[81721] M F F F F F F M M M M M M M F F F F F F F M M F F F F F F F M M M M M M
[81757] M M F F M M M M M F F F F M M M M M M M M M M M M M M M M M M M F F F M
[81793] M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M
[81829] M M M M F F F F F F F F F M M F F F F F F F M M M M M M M M M M M M M M
[81865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[81901] F F F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[81937] M M M M M M M F F F F M M M M M M M M M M F F F M M M M M F F F F F F M
[81973] M M M M M M F F F M M M M M M M M M M M M M M M M M F F F F M M M M F F
[82009] F M M F F F F M M M M F F F F F M M M M M M M M M M F F F F M M M M M M
[82045] F F F F M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M
[82081] M M M M M M M M M M M F F F F M M M F F M M M M M M M M M M M M M M M M
[82117] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M
[82153] M M M F F M M M M M M M M M M M M M M M M F F F F F F F F M M M M M F F
[82189] F M M M M M F F F F F F F F F M M M M M M M M M F F F F F F F F M M M M
[82225] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[82261] F F F M M M M M M M M M M M M M F F M M M M M M M F F M M M M M M F F F
[82297] F M M M M M F F F F M M M M M M M F F F F F M M M M M M M M M M M M M M
[82333] M M M M M M M M F F F F M M M M M M F F F F F F M M M M M M M M M M M M
[82369] M M M M M M M F F F F M M M M M M M M M M F F F F M M M M M M F F M M M
[82405] M M M M M F F F F F F M M M M M M M M M M M M M M F F F F M M F F M M F
[82441] F F F F F F F M M M M M M M F F F F F F F F M M M M M M M M M M M M M M
[82477] M M M M M M M M F F F F F M M M M M F F F F F M M M M M M M M M F F M M
[82513] M F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M
[82549] M M M M M M M M F F M M M M M M M M M F F F F F F M M M M F F F F F F M
[82585] M M M M M F F F F F F F F M M M M M M M M M M M F F F M M M M M M M M M
[82621] M M M M F F F F F F F F M M M M M M M F F F F F F F F M M M M M M M M M
[82657] M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[82693] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M
[82729] M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[82765] M F F F F F M M M M M M M F F F F M M M M M M M M M M M F F F F F F F F
[82801] M M M M M M M F F F M M M M M M M M M M M M M M M F F F F F F F F M M M
[82837] M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[82873] M M F F F F F F F F F M M M M M M M M M M M M M F F F F F M M M M M M M
[82909] M M M F F M M M M M M M M M M M M F F M M M M M M F F F F F F F F F F F
[82945] F F F F M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M
[82981] M M M M M M M F F F M M M M M M M M M M M F F F F F M M M M M M M M M M
[83017] M M M M M F F F F F M M M M M M M F F M M M M M M M M M M M M M M M M M
[83053] M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F F F F M M M
[83089] M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[83125] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[83161] M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M
[83197] M M M F F F M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M
[83233] M M M M F F M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[83269] F F F F M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[83305] M M M M M M M M M M M M M M M M M M M M M F F F M M M M F F F F F F F M
[83341] M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[83377] M M M M M M M M M M M M M M M M F F F F M M M F F F F M M M M M M M M M
[83413] M M M M M M M M M M M M M M M M M M F F F F M M M M M M M F F M M M M M
[83449] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[83485] M M M M M M F F F M M M M M M M M M M M M M M M M M F F F F F F F F M M
[83521] M M M M M M M M M M F F F F M M M M F F M M M F F F M M M M M M M M M M
[83557] M M M M M M M M M M M M F F M M M M M M M M M F F M M M M M M M M M M M
[83593] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M
[83629] M M F F F M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M
[83665] M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M
[83701] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[83737] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F
[83773] F F F F F F F M M M M M F F F F M M M M M M M M M M F F F F F F F F F F
[83809] F M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[83845] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M
[83881] M M M M M M M M M M M M M M F F F M M M M M M M M F F F F F F F F F F M
[83917] M M M M M F F F M M M M M M F F F F F F M M M M M M M M M M M M M M M M
[83953] M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M
[83989] F F F F F F F F F M M M M M M M M M M M F F F M M M M M M M M M F F F M
[84025] M M M F F M M M M M M M F F F F F M M M M M M M M M M M F F M M M M M M
[84061] M M M M M M M M M M M M F F F F F M M M M M M M F F M M M M M M M M M M
[84097] M M M M M F F F F F F F F F F F M M M M M M M M M F F M M M M M M M M F
[84133] F F M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[84169] F F F F F M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M
[84205] M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[84241] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M F F M
[84277] M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M
[84313] M F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M F
[84349] F F F F M M M M F F F F F F M M M M M M M M M M F F F F F M M M M M M M
[84385] M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M F F
[84421] F F F M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M F
[84457] F F F F F F F M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[84493] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M
[84529] M M M M M F F F F M M M M M M F F F F F F F F F F F F F F F M M F F F M
[84565] M M M M M M M M M M M M M M M M M M M F F F M M M M M M M F F F M M M M
[84601] M M M M M M M M M M M M M M F F M M M F F F F F F F M M M F F M M M M M
[84637] M M M M M F F F F F F M M M M M M M F F F M M M M M M M M M M M M M M M
[84673] F F F M M M M M M M M M M M M M M M M M M M M M M M F F M M F F F F F F
[84709] F M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[84745] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[84781] M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M M M M
[84817] M M M F F F F F F M M M M F F F F M M M M M M M M M M M M M M F F F F F
[84853] M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M
[84889] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M
[84925] M M M M M M F F F M M M M M F F F F F F M M M M M M M M M M M M M M M M
[84961] M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M F F F F F
[84997] F F M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M
[85033] M M M M M M M M M M F F M M M M M M M F F M M M M M M M M M M M M M M M
[85069] M M M M M M M M M M M M M M M M M M F F M M M M M M M M M F F M M M M M
[85105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[85141] M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M
[85177] M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[85213] M M M M M M F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M
[85249] M M M M M M M M M M M M M M M M F F M M M M M M M F F F F F M M M M M M
[85285] M F F F F F F F F F M M M M M M F F M M M M M M M M M M M M M M M M M M
[85321] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[85357] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[85393] F M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F M
[85429] M M M M M F F F F F M M F F F M M M M M M M M M M M F F M M M M M F F F
[85465] F F M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[85501] M F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[85537] M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M
[85573] M M M M F F F F F M M M M M M M M M M M M M F F F F F F M M M M M M M M
[85609] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M F F
[85645] F F F F F M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[85681] M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M
[85717] M M M M M F F F M M M M M M M M M M M M M M M M M M M M F F M M M F F F
[85753] F F F M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[85789] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[85825] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M F F F F F F M
[85861] M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M
[85897] M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M
[85933] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M F F F F M M
[85969] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86005] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M
[86041] M M M M M M M M F F F F M M M M M M M M M M F F M M M M M F F F F M M M
[86077] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86113] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[86149] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M
[86185] M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M
[86221] M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[86257] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M
[86293] M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[86329] M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[86365] M M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M
[86401] M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M
[86437] M M M M F F F F F F F M M M M M M M M M F F F F F F F M M M M M M M M M
[86473] M M M M M M M M M M M M M M M F F M M M M M M M F F F M M M M M M M F F
[86509] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[86545] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86581] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M F F F F F M
[86617] M M M M M M M M F F M M M M M M M M M M M M M M M F F F F F F F F F M M
[86653] M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86689] M F F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[86725] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86761] F F F M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[86797] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[86833] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F
[86869] F F M M M M F F F M M M M M M M M M M M M M M M F F F F F F M M M M M M
[86905] M M M M M M M F F M M M M M M M F F M M M M M M M M M M M M M M M M M M
[86941] M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M F F
[86977] F M M M M M M M M M M M M M F F F F F F F M M M M M M M M F F M M M M M
[87013] M M M M F F F F F M M M F F F F M M M M M M M M M M M M M M M M M M M M
[87049] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[87085] M M M M M F F M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[87121] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[87157] F F F F F M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M
[87193] F F F M M M M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M
[87229] M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M F F
[87265] F F F M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[87301] F M M M M M M M M M M M F F F M M F F F F F F M M M M M M M M M M M F F
[87337] F M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[87373] M M M M M M M M M M M M M M M M M M M F F F M M M M M F F M M M M M M M
[87409] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[87445] M M M M M M M M M M M M M M M M M M M M F F M M M F F F F F F F F F F F
[87481] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[87517] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M
[87553] F F F M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M
[87589] M M M M M M M M F F F F F F F F M M M M F F F F F M M M M M M M M M M M
[87625] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F
[87661] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[87697] M F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[87733] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[87769] M M M M M M M F F F M M M M M M M M M M M M M M M F F F F F F M M M M M
[87805] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[87841] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[87877] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[87913] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[87949] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M
[87985] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[88021] M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[88057] F F F F F F F M M M M M M M M M M M M M M M F F F F F F M M M M M M M M
[88093] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[88129] M F F M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M F F F
[88165] F F F F F M M M M M M M M M M M M F F M M M M M M M M F F F F F F M M M
[88201] M M F F F F M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[88237] M M F F F F M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M
[88273] M M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[88309] M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M F
[88345] F M M M M M F F M M M M M M F F M M M M M M M M M M M M M M M M M M M M
[88381] M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[88417] M M M M F F F F F M M M M M M M M M M F F F F F M M M M M M M M M M M M
[88453] M M M M M M M M M M M F F M M F F F M M M M M M M M M M M M F F F F F F
[88489] F M M M F F F F M M M M M M M M F F F F F F M M F F F M M M F F F F F F
[88525] F F F F F F F F F F F F M M M M M F F M M M M M M M M M M M M M M M M M
[88561] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M F F M M M M M
[88597] M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M M
[88633] M M M M M M M M M M M M M M M M F F F F M M M M M F F F F F M M M M M M
[88669] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M
[88705] M M M M M M F F M M M F F M M M F F F F M M M M M M F F F F M M M M F F
[88741] M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M F F F F F
[88777] M M M M M M M M M M M F F F F F F M M M M M M F F F F F F F F F F F F F
[88813] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[88849] M M M M M F F F M M M M F F F F F F F F F M M M M F F M M M M M M M M F
[88885] F M M M M M M M M M M M M F F M M F F F F F F F M M M M M M M M M M M M
[88921] M M F F F F M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M
[88957] M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M
[88993] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[89029] M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[89065] F F F F M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M
[89101] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M
[89137] F F F F F F M M M M M M F F F F F F F F F M M M M M M M M F F M M F F M
[89173] M M M M M F F M M M M M M M M M M M M M M M F F F F M M M M M M M M M M
[89209] M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M F F F
[89245] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[89281] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M F F F F
[89317] F F F F M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M
[89353] M M F F F M M M M M M M M M M M M M M M M M F F F M M M M M M F F F M M
[89389] M M M M M F F M M M M M M M M F F F F F F M M M M M M M M M M F F F M M
[89425] M M M M M M M M M M F F F F M M F F F M M M M M M F F M M M M M M M M M
[89461] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[89497] M M F F F F F F M M F F F M M M M M M M M M M M F F F M M M M M M M M M
[89533] M M M M M M M M M M M M F F F F M M M M F F F M M M M M M M M M M M M M
[89569] M M M M M M M F F F F F F F F M M M M F F F F F F F F F F F F F M M M M
[89605] M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[89641] F M M M M M M M M F F F F M M M M M M M M M M M M M M M F F F F M M M M
[89677] M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M
[89713] M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M
[89749] M M M M M M M M M F F F F F F M M M M M M M M F F M M M M M M M F F F M
[89785] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[89821] M M M M M M M F F F M M M F F F F M M M M M M M M M M M M M M M M M M M
[89857] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[89893] M F F M M M M M M M M M M M M M M M M M M F F F M M M M F F F F M M M M
[89929] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[89965] M M M M M M F F F F M M F F F F F F F F F F F F M M M M M M M M M M M M
[90001] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M F F
[90037] F F F F F M M M M M M M M M M M M F F F F M M M M M M M M M M M M M F F
[90073] F F F F M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M
[90109] M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[90145] M M M F F F F M M M M M F F F M M M M M M M M M M M M M M M M M M M M M
[90181] M M M M M M M M M M M M M F F F F F F F F F M M F F M M M M M M M M F F
[90217] M M M M M M F F F M M M M M M M F F F M M M M M F F M M M M M M M M M M
[90253] M M M M M M M M M M M M M M M M M F F F F M M M M M F F F M M M M M M M
[90289] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[90325] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F M M M M
[90361] M M M M M M M M M M M M M F F F F F F M M M M F F F F F F F F M M M M M
[90397] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[90433] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[90469] M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M
[90505] M F F F M M M M M M M M F F M M M M F F F F F M M M M M M M M M M M M M
[90541] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[90577] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[90613] F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[90649] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M
[90685] M M M M M M M M M M M M M M M M M M M M F F M M M M M F F F M M M M M M
[90721] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M
[90757] M M M M M M M M M M M M M F F F F F M M M M M F F F F M M M M M M M M M
[90793] M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M
[90829] M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M
[90865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[90901] M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M
[90937] M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M
[90973] M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M
[91009] M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M F F F F F F
[91045] F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91081] M M M M M M F F F F F M M M M M M M F F F F F F F F F M M M M M M M M M
[91117] M M M M M M M M F F F M M M M M M M M M M M M M M M M M F F F F F M M M
[91153] F F M M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M
[91189] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91225] M M M M M M M F F F F F M M F F F M M M M M M F F M M M M M M F F F F F
[91261] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91297] M M M M M M M F F F M M M M M M F F M M M M M M M M M M M M M M M M M M
[91333] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M
[91369] M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91405] M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[91441] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91477] M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M F
[91513] F F F F F M M M M M M M M M M M M M M M F F F F M M M M M M M M M M F F
[91549] F M M M M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[91585] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M
[91621] M M M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M
[91657] F F M M M M M M M M M M M M M M M M F F F F F F F M M M F F F M M M M M
[91693] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91729] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[91765] M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M M
[91801] M F F M M M M M M M M M M M M M M M M M M M F F F F F F M M M M M M M M
[91837] M M M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[91873] M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[91909] M M M M M M M M F F F F F F F F F F F F F F F F M M M M M M M M M M F F
[91945] F F F F M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M
[91981] M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M F F F
[92017] F F F F F M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[92053] F F F F M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M
[92089] M M M M M M F F F F M M M M F F F F F F F F F M M M M M M M M F F F M M
[92125] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M F F
[92161] F F F F F M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M
[92197] M M M M F F M M M M F F M M M M M M F F F F F M M M M M M M M M M M M M
[92233] M M M M M M M F F F F F M M M M M M M F F F F F F F F F F F F M M M M M
[92269] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[92305] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[92341] M M M M M M M M F F F F M M M F F F F F F F F F M M M M M M M M F F F F
[92377] F M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M M M M M F
[92413] F F F F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M F
[92449] F M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M F F M M M
[92485] M M M M M M M M M M M M M M M M M F F M M M M M F F F F F F F F M M M M
[92521] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M
[92557] M M M M F F F F F M M M M M M M F F M M M F F F F F F M M F F F F M M M
[92593] M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M
[92629] M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M M M M
[92665] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F M M M M M M
[92701] M M F F M M M M M M F F F M M M M M M F F F F M M M M M M M M M M M M M
[92737] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[92773] M M M M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[92809] M M M M M M M F F F F M M F F F M M M M M M M M M M M M M M F F M M M M
[92845] M M M M M M M M M M M M M M M F F F F M M M M M M M F F F M M M M M M M
[92881] M M F F F F F F F M M M M M M M M F F M M M M M M M M M M M M M M M M M
[92917] M M F F M M M M M M F F M M M M M M M M M F F F F F F F M M M M M M M M
[92953] M M M M M M M M M F F F F F F F F M M M F F F M M M M M M M M M M M M M
[92989] M M M M M M M M M M M M M F F F M M M M M M M M M M M M M M M M M M M M
[93025] M F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F M M M M
[93061] F F F F F F F M M M M F F F F M M M F F F F F F M M M M M M M M M M F F
[93097] F M M M F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[93133] M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M M
[93169] M M M M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M
[93205] M M M M M M M M F F F F F F M M F F F F M M M M M M M M M M M M M M M M
[93241] M M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M
[93277] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[93313] F F F F F M M M M M M M M F F F F M M M M F F F M M F F F F F F F F F F
[93349] F F F F F F F F F F F F F M M F F F F F F M M M M M M M M M M M M M M M
[93385] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[93421] M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M M F
[93457] F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[93493] M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M M
[93529] F F F F F F M M F F F M M M M M M M M M M M M F F F F F M M M M M M M M
[93565] M M M M M M M M M M M M M M M M M M M M M F F F F M M M M M F F M M M M
[93601] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F
[93637] F M M M M M M M M M M M M M M M M F F F F F F F F F F M M M M M M M M M
[93673] F F F F M M F F M M M M M F F F F M M M M M M M M M F F F F M M M M M M
[93709] M F F F F M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M
[93745] M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[93781] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[93817] F M M M M M M F F F M M M M M F F F F F M M M M M M M M M M M M F F F F
[93853] F F F F F M M M F F M M M M M M F F F M M M M M M M F F F M M M M M M M
[93889] M M M M M F F F M M M M M F F F F M M M M M M M M M M M M M M F F F F F
[93925] M M M M M M M M M M M M M M M M M M F F F F F M M M M M M M M F F F M M
[93961] M M M M M M M M M M M M M M M M M F F F M M M M M M M M M M M F F F F F
[93997] F M M M M M M M M M M M M F F M M M F F F F F F F F F F F M M M M M M M
[94033] M M M M M M M M M M F F M M M M M M M M M M M M M F F F F M M M M M M M
[94069] F F F M M M M M M M M M F F M M M M M F F F F F F F F F F M M M M M M M
[94105] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[94141] M M F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[94177] M M F F F F F F F M M M M M M M M M M M M M M M M F F F F F M M M M M F
[94213] F F F F M M M M M M M F F F M M M M M M M F F F F M M F F F M M M M M M
[94249] M M M M M M M M M M M M M M M M F F M M M M M M M F F F F F M M M M F F
[94285] M M M M M M M M M M M M M M M M M M M M M M M M M M F F M M F F F F F F
[94321] F F M M M M M M M M M M M M M M M M M M F F F F M M M M M F F F F F M M
[94357] M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M M M F
[94393] F F F F F F F F F F F F F F F F F F M M M M M M M M M M F F F F F M M M
[94429] M F F F F M M M M M M M M M M M M M M M M M M M F F M M M M M M M M M M
[94465] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[94501] M M M F F F M M F F M M M M F F F F F F F M M M M M F F F F F F M M M M
[94537] M M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M
[94573] M M M M M F F M M M M M M M M M M M M M M M F F F M M M M M F F F M M M
[94609] M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F F F
[94645] F F F F F F F F M M M M F F F F F M M M M M M M M M F F F F F F M M F F
[94681] F F F F M M M M M F F F F F F M M M M M M F F F F F M M M M M M M M M M
[94717] F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[94753] M M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M F
[94789] F F F F F F F F F F F F F F F F M M M M M M M F F F F F F F M M M M M M
[94825] M M M M M F F F F F M M M M M M M M M F F F M M M M M M M M M M M M M F
[94861] F F F M M F F F M M F F F F F F F F F F M M F F F M M M M M M M M M M M
[94897] M M M M M M M M M M M M M M F F F M M F F F F F F F F M M M M M M M M M
[94933] M M M M M M F F M M M M F F F F F F F F F M M M F F F F F F M M M M F F
[94969] F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F M M M M M
[95005] F F M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[95041] M M M M M M M F F F F M M M M M M M M M M M M M M F F F F F F F F M M M
[95077] M M M M F F F F F F M M M M M M F F M M M M M M M M F F F F F F M M M M
[95113] M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M F F M M M
[95149] M M M M F F F F F F F F M M M M M M M M F F M M M M M M M F F F F M M M
[95185] M M M M M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M F F
[95221] F F M M M M M M F F M M M M M M M M M M M M M M M M M M M M M F F F F F
[95257] F F F M M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M
[95293] M M M M M M M M F F F F M M M M M M M M M F F F F F F M M M M M M M M M
[95329] M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[95365] M F F F F F F F F F F F F F F F M M F F M M M M M F F F F M M M M M F F
[95401] F F F F F M M M M M M M M M M F F F M M M M M M F F F F M M M M M M M M
[95437] M F F F F F F F F F F M M M M M M M M M M F F F F F F F F M M M M M F F
[95473] F F F M M M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M
[95509] M M M M M M M M M M F F F F F F F F F F F F F F F F F F F F F F F F F F
[95545] F F F M M M M M M M M M M M M F F F F F F M M M M M F F F F F F F F F F
[95581] F F F F F F F M M M M M M M M M M M F F F M M M M M M M M M M M M M M M
[95617] M M M M M M F F F F F M M M M M M M M F F M M M M M M F F F F M M M M M
[95653] F F F F M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M
[95689] M M M M M M F F F F F F F F F F F F F M M M M M M M M M M F F F F F F M
[95725] M F F F F F F F F M M M M M F F M M M M M M M M M M F F F F F F F F F F
[95761] F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M
[95797] M M M M M M M M F F M M M M M M M M M M M M M M M M F F F F F F F M M F
[95833] F F M M M M M M M M M M F F F M M M M M M M F F F F F F F F F F F F F M
[95869] M M M M M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M
[95905] M M M M M M M M M M M M M M M F F F F F F F M M F F M M M M M F F F F F
[95941] F F M M M M F F F F F M M M M M M M M M M M M M M M M M M M M M F F F F
[95977] F F F F M M F F M M M M M M M F F F F F M M M M M M M M M M M M M M F F
[96013] F F M M F F F M M M M M M M M M M M M M M M F F F F F F F F F F F F M M
[96049] M M F F F F M M M M M F F F F F F F F F F M M M M M M M M M M M F F F F
[96085] F F M M F F F F F F M M M M M M M M F F F F F F F M M M M M M F F M M M
[96121] M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M M
[96157] M M M M M M M M F F F F F F F F M M M F F F F F F F M M M M M M F F F F
[96193] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F M M
[96229] M M M M F F M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M
[96265] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[96301] M M M M F F F F F F F M M M M F F F F M M M M M M M M M M M M M M M M M
[96337] M M M M M F F F F F M M M M M M M M M F F F F F F F M M M M M M F F F F
[96373] M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M
[96409] M M M M F F F F F M M M M M M F F M M F F F F F F F F F M M M M M M M M
[96445] M M M M M M M M M M M M M M M M M F F F M M M F F F M M M M M M M M M M
[96481] M M M M M M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M
[96517] M F F F F F F F F F F F M M M M F F F F F F M M M M F F F F F F M M M M
[96553] M M M F F F F M M M M M M M M F F F F F F F F F M M M M M M M M M M M M
[96589] M M M M M F F M M M M M M F F F F F F F F F F M M M M M M M M M M M M M
[96625] M M M M M M M M M M M M M M M M M M F F F F M M M M M F F F F F M M F F
[96661] F F F F F F F F F F M M M F F F F F F F F F M M M M M M M M M M M M M M
[96697] M M M M M M M M F F F F F F M M M M M M M M F F F F F F F M M M M M M M
[96733] M M M M M F F F F F F M M M M M M M M M F F F M M M M M M M M M M F F F
[96769] F F F F M M M M F F F M M M M M M M M M M M F F F M M F F F F F F F F M
[96805] M M M M M M M M F F F F F F F F F F F M M M M M M M M M F F F F F F F F
[96841] F M M M M M F F F F F F F F F F M M M M M M F F F F F F M M M M F F M M
[96877] M M M M M M M F F F F F F F F M M F F F M M M M M M M M M M M M M M M M
[96913] M M M M M M F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[96949] M M M M M M M M M M F F M M M M M M F F F F M M M M M M M M F F F F M M
[96985] M M F F F F F F F F F F F M M M M M M F F F F M M M F F F F F F F F F F
[97021] M M M M M M M F F F F M M M M M M M M M M M M M M F F F F F F F M M M M
[97057] M F F F F F F F F F M M M F F M M M M M M M M M F F F F F F F F F F F F
[97093] F F F F F M M M M M M M M M M M M M M M F F F F F F F F F F F F F F M M
[97129] M M M M M M M F F F F M M F F M M M M M M M M M M M M F F F F F M M M M
[97165] M M F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M F F F
[97201] F F F F F M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M M
[97237] M M M M M M M M M M M M M F F F F F F F F F M M F F F F F F F F F M M M
[97273] M M M M M F F M M F F F F F F F M M M M M F F F F F F F F F F F F F M M
[97309] M M M M F F F F F F F F F F F F F F F F F F F F F M M M M M M M M M M F
[97345] F F F F M M M M F F F F F F F F F M M M M M M M M M F F F F F F F M M M
[97381] M M M F F F F F F F F F F F F F F F F F M M F F F M M M M M M M M M M M
[97417] M M F F M M M M M M M M M M M M F F F F F F M M M F F F F F F F M M M F
[97453] F F F F M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M
[97489] M M M M M M M M M M F F F F F F M M F F F M M M M M M M M M M M M M M M
[97525] M F F F F F F M M M M M M M M M M M M M M F F F M M M M M M M M M M M M
[97561] M M M M M M F F M M M M M M M M M M M M M F F F F F M M M M M M M M M M
[97597] M F F F F F F F M M M M F F F F F M M M M M M M M M M M F F F M M M M M
[97633] M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[97669] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F
[97705] F F F F F F F F F F F M M M M M M M M M M M F F F F F F M M M M M M M M
[97741] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[97777] M M F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[97813] M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F
[97849] F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F F
[97885] F F F F F F F M M M M M M M F F F M M M M M M M M M M M M M M M M M M M
[97921] M F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M
[97957] M M M M M M M F F F F M M M M M M M M M M M M M M M M M M M M M M F F F
[97993] F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98029] M M M M M M M F F F F F M M M M M M M M M M M M M M M M F F F F F M M M
[98065] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98101] M M M M M M M M M M F F F F F F F M M M M M M M M M M M M M M M M F F F
[98137] F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F
[98173] F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98209] M M M M M M M M M M M M M M M F F F F F F M M M M M M M M M M M M M F F
[98245] F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M
[98281] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98317] M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F F F M M M
[98353] M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M M
[98389] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98425] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[98461] F F F F F F F F M M M M M M M M M M F F F F F F F F F M M M M F F F F F
[98497] F F F M M M M M M F F F F F F M M M M M M M M M F F F F F F F F F M M M
[98533] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F
[98569] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98605] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M F F F F F F F
[98641] F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F M M M M M M
[98677] M M F F M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F
[98713] F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[98749] F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98785] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[98821] M M M M M M M M M M M M M M M F F M M M M M M M M M M M M M M M M M F F
[98857] M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F M M
[98893] M M M M M M M M M M M M M F F F F F M M M M M M M M M M M M M M M M M M
[98929] F F F F F F F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M
[98965] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M M M M
[99001] M M M M M M M F F F F F F F F F F F F F M M M M M M M M M M F F F F F F
[99037] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99073] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M F F F F F F
[99109] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99145] F F F F F F F M M M M M M M M M M M M M F F F F F F M M M M M M M M M M
[99181] M M M M M M M M M F F F F F F F F F F F F F F F F F F F F M M M M M M M
[99217] M M M M M M M M M M M M M M F F F F F F F F M M M M M M M M M M M M M M
[99253] M M F F F F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99289] M M M M M M M M M M M M M M M M M M M M M F F F F F F F F F F F M M M M
[99325] M M M M M M M M M M F F F F F M M M M M M M M M M M M M F F F F F F F F
[99361] F F F F F F M M M M M M M M M M M M M M M M M M M F F F F F F F F F F M
[99397] M M F F F F F F F F F F M M M M M M M M M M M M M M M M M M M M M F F F
[99433] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99469] M M M M M M F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99505] M M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M M M M
[99541] M M M M M M M M M F F F F F F F F F F F M M M M M M M M M M M M F F F F
[99577] F F F F F F F F F F F M M M M M M M M F F F F F F F F F F F M M M M F F
[99613] F M M M M M F F F F F F F M M M M M M M M M M M M M M M M M M F F F F M
[99649] M M M M M M M M M M M F F M M M M M M M M M M M M M M M M F F F F F F F
[99685] F F M M M M M M M M M M F F M M M M M M M M M F F M M M M M M M M M M M
[99721] M M M M M M M M M M M M M M M M M F F F F F F F F F F F F M M M M M M M
[99757] M M M M M M M M F F M M M M M M M M M M M M F F F F M M M M M M M M M F
[99793] F F F F F F F F F F F F M M M M M M M M M M M M M M M M F F F F F F F F
[99829] F F M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99865] M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M M
[99901] M M M M M M M M M M F F F F F F F F F M M M M M M M M M M M M M M M M M
[99937] M M M M M M M M M M M M M F F F F F F F F F F F F F F M M M M M M M M M
[99973] M M M M M M M M M M M M M M M M M M M M M M M M M M M
 [ reached getOption("max.print") -- omitted 38139 entries ]
Levels: F M

12.2 Interpreting the Coefficient on Dummy Variables

Whenever we interpret the coefficient on a dummy variable in a regression, we are making a direct comparison between the 1-category and the 0-category for that dummy. In the case of this female dummy, we are directly comparing the mean earnings of female-identified workers against the mean earnings of male-identified workers.

Let’s consider the regression below.

lm(data=fake_data, log_earnings ~ as.factor(sex))

Call:
lm(formula = log_earnings ~ as.factor(sex), data = fake_data)

Coefficients:
    (Intercept)  as.factor(sex)M  
        10.2428           0.5588  

Notice that the regression by default used females as the reference point and only estimated a male premium. Typically, we want this to be the other way around. To change the reference group we write the code below.

# Change reference level
fake_data = fake_data %>% mutate(female = relevel(as.factor(sex), "M"))

summary(lm(data=fake_data, log_earnings ~ female))

Call:
lm(formula = log_earnings ~ female, data = fake_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-7.2128 -0.7339  0.0036  0.7397  7.1661 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept) 10.801631   0.003405 3172.68   <2e-16 ***
femaleF     -0.558843   0.007243  -77.15   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 1.117 on 138136 degrees of freedom
Multiple R-squared:  0.04131,   Adjusted R-squared:  0.04131 
F-statistic:  5953 on 1 and 138136 DF,  p-value: < 2.2e-16

We remember from Module 10 that “_cons” is the constant \(β_0\), and we know that here \(β_0 = E[logearnings_{i}|female_{i}=0]\). Therefore, the results of this regression suggest that, on average, males have log-earnings of 10.8. We also know from the Module 10 that

\[ \beta_1 = E[logearnings_{i}|female_{i}=1]- E[logearnings_{i}|female_{i}=0]. \]

The regression results here suggest that female-identified persons earn on average 0.55 less than male-identified persons. As a result, female-identified persons earn on average 10.8 - 0.55 = 10.25.

In other words, the coefficient on the female variable shows the mean difference in log-earnings relative to males. \(\hat{β}_1\) thus provides the measure of the raw gender gap.

Note: We are only able to state this result because the p-value for both \(\hat{β}_0\) and \(\hat{β}_1\) is less than 0.05, allowing us to reject the null hypothesis that \(β_0 = 0\) and \(β_1 = 0\) at 95% confidence level.

The interpretation remains the same once we control for more variables, although it is ceteris paribus the other observables now also included in the regression. An example is below.

summary(lm(data=fake_data, log_earnings ~ female + age))

Call:
lm(formula = log_earnings ~ female + age, data = fake_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-7.1691 -0.7350  0.0053  0.7400  7.1486 

Coefficients:
             Estimate Std. Error t value Pr(>|t|)    
(Intercept) 10.600570   0.019344  547.99   <2e-16 ***
femaleF     -0.542311   0.007408  -73.21   <2e-16 ***
age          0.004371   0.000414   10.56   <2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 1.116 on 138135 degrees of freedom
Multiple R-squared:  0.04209,   Adjusted R-squared:  0.04207 
F-statistic:  3034 on 2 and 138135 DF,  p-value: < 2.2e-16

In this case, among people that are the same age (i.e., holding age constant), the gender gap is (not surprisingly) slightly smaller than in our previous regression. That is expected, since previously we compared all females to all males, irrespective of the composition of age groups in those two categories of workers. As we control for age, we can see that the effect of sex decreases.

12.3 Dummy Variables with Multiple Categories

The previous section also holds when there is a variable with multiple categories, as is the case for region.

lm(data=fake_data, log_earnings ~ as.factor(region))

Call:
lm(formula = log_earnings ~ as.factor(region), data = fake_data)

Coefficients:
       (Intercept)  as.factor(region)2  as.factor(region)3  as.factor(region)4  
         10.687913           -0.033541            0.036552           -0.031239  
as.factor(region)5  
          0.004551  

Notice that the sum of the five dummies in any row is equal to 1. This is because every worker is located in only one region. If we included all of the regional dummies in a regression, we would introduce the problem of perfect collinearity: the full set of our dummy variables are perfectly correlated with one another. Think about it this way - if a person is in region 1 (regdummy1 = 1), then we know that that person is not in region 2 (regdummy2 = 0). Therefore being in region 1 perfectly predicts not being in region 2.

We must always exclude one of the dummies. Failing to do so means falling into the dummy variable trap of perfect collinearity described above. Essentially, if we include all of the five dummy variables, the fifth one will not add any new information. This is because, using the four other dummies, we can perfectly deduce whether a person is in region 5 (regdummy5 = 1). To avoid this, we have to choose one region to serve as a base level for which we will not define a dummy. This dummy variable that we exclude will be the category of reference, or base level, when interpreting coefficients in the regression. This means that the coefficient on each region dummy variable will be comparing the mean earnings of people in that region to the mean earnings of people in the one region excluded.

We have actually already seen this approach in action in the first regression we ran above; there, we didn’t add a separate dummy variable for “male”. Instead, we excluded the male dummy variable and interpreted the coefficient on female as the difference between female and male log-earnings.

You may have noticed that R drops the first region dummy (region = 1) and includes dummy variables for the regions 2 - 5.

We can use the same trick as the previous section to change the reference group! Let’s change the reference group to 3.

fake_data <- fake_data %>% mutate(region = relevel(as.factor(region), 3))

summary(lm(data = fake_data, log_earnings ~ region))

Call:
lm(formula = log_earnings ~ region, data = fake_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-7.0678 -0.7464  0.0083  0.7549  7.2798 

Coefficients:
            Estimate Std. Error t value Pr(>|t|)    
(Intercept) 10.72447    0.01447 741.343  < 2e-16 ***
region1     -0.03655    0.01527  -2.394   0.0167 *  
region2     -0.07009    0.01573  -4.456 8.36e-06 ***
region4     -0.06779    0.01683  -4.028 5.64e-05 ***
region5     -0.03200    0.01611  -1.987   0.0470 *  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 1.141 on 138133 degrees of freedom
Multiple R-squared:  0.0002848, Adjusted R-squared:  0.0002559 
F-statistic: 9.839 on 4 and 138133 DF,  p-value: 5.9e-08

When interpreting the coefficients in the regression above, our intercept is again the mean log-earnings among those in the base level category, i.e. those for which all dummies in the regression are 0; here, that is the mean log-earnings for all people in region 3. Each individual coefficient gives the difference in average log-earnings among people in that region and in region 3. For instance, the mean log-earnings in region 1 are about 0.012 higher than in region 3 and the mean log-earnings in region 2 are about 0.017 lower than in region 3. Both of these differences are statistically significant at a high level (> 99%).

We can also use this logic of interpretation to compare mean log-earnings between the non-reference groups. For example, the meaning log-earnings in region 3 are given by the intercept coefficient: about 10.49. Since the mean log-earnings in region 1 are about 0.012 higher than this, they must be about 10.49 + 0.012 = 10.502. In region 2, the mean log-earnings are about 10.49 - 0.017 = 10.473. We can thus conclude that the mean log-earnings in region 1 are about 10.502 - 10.473 = 0.029 higher than in region 2. In this way, we compared the levels of the dependent variable for 2 dummy variables, neither of which are in the reference group excluded from the regression. We could have much more quickly compared the levels of these groups by comparing their deviations from the base group. Region 1 has mean log-earnings about 0.012 above the reference level, while region 2 has mean log-earnings about 0.017 below this same reference level; thus, region 1 has mean log-earnings about 0.012 - (-0.017) = 0.029 above region 2.

12.4 Interactions

It is an established fact that a wage gap exists between male and female workers. However, it is possible that the wage gap changes depending on the age of the workers. For example, female and male high school students tend to work minimum wage jobs; hence, we might believe that the wage gap between people within the 15-18 age bracket is very small. Conversely, once people have the experience to start looking for better paying jobs, we might believe the wage gap starts to increase, meaning that this gap might be much larger in higher age brackets. The way to capture that differential effect of age across males and females is to create a new variable that is the product of the female dummy and age.

Warning: Whenever we do this, it is very important that we also include both the female dummy and age as control variables.

Luckily, by simply regressing log_earnings on our interaction term, female * age, R automatically generates dummy variables for all female and age categories without inducing the dummy variable trap.

summary(lm(data=fake_data, log_earnings ~ female * age))

Call:
lm(formula = log_earnings ~ female * age, data = fake_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-7.1962 -0.7337  0.0054  0.7383  7.1595 

Coefficients:
              Estimate Std. Error t value Pr(>|t|)    
(Intercept) 10.7255837  0.0215423 497.884  < 2e-16 ***
femaleF     -1.1273210  0.0450886 -25.002  < 2e-16 ***
age          0.0016534  0.0004625   3.575  0.00035 ***
femaleF:age  0.0136147  0.0010351  13.153  < 2e-16 ***
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 1.116 on 138134 degrees of freedom
Multiple R-squared:  0.04328,   Adjusted R-squared:  0.04326 
F-statistic:  2083 on 3 and 138134 DF,  p-value: < 2.2e-16

From the coefficient on female, we can see that, on average, people who are identified as female earn about 0.27 less than those identified as male, holding age constant. We can also see, from the coefficient on age, that each additional year of age increases log-earnings by about 0.013 for the reference category (males). Looking at the coefficient on our interaction term, this effect of age on log-earnings is lower for females by 0.007, meaning that an extra year of age increases log-earnings for women by about 0.013 + (-0.007) = 0.006. It thus seems that our theory is correct: the wage gap between males and females of the same age increases as they get older. For men and women who are both 20, an extra year will be associated with the man earning a bit more than the woman on average. However, if the man and woman are both 50, an extra year will be associated with the man earning much more than the woman on average (or at least out-earning her by much more than before). We can also see from the statistical significance of the coefficient on our interaction term that it was worth including!

Try this yourself below with the set of region dummies we created above, and think about what these results mean!

summary(lm(data=fake_data, log_earnings ~ female * region))

Call:
lm(formula = log_earnings ~ female * region, data = fake_data)

Residuals:
    Min      1Q  Median      3Q     Max 
-7.1992 -0.7339  0.0040  0.7400  7.1716 

Coefficients:
                Estimate Std. Error t value Pr(>|t|)    
(Intercept)     10.85199    0.01584 685.010  < 2e-16 ***
femaleF         -0.63569    0.03537 -17.973  < 2e-16 ***
region1         -0.05590    0.01673  -3.342 0.000831 ***
region2         -0.06661    0.01728  -3.855 0.000116 ***
region4         -0.06396    0.01852  -3.455 0.000551 ***
region5         -0.01968    0.01774  -1.109 0.267291    
femaleF:region1  0.10281    0.03732   2.755 0.005875 ** 
femaleF:region2  0.06928    0.03817   1.815 0.069518 .  
femaleF:region4  0.05822    0.04068   1.431 0.152359    
femaleF:region5  0.06570    0.03887   1.690 0.090984 .  
---
Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1

Residual standard error: 1.117 on 138128 degrees of freedom
Multiple R-squared:  0.04164,   Adjusted R-squared:  0.04157 
F-statistic: 666.8 on 9 and 138128 DF,  p-value: < 2.2e-16

12.5 Wrap Up

There are very few empirical research projects using micro data that do not require researchers to use dummy variables. Important qualitative measures such as marital status, immigration status, occupation, industry, and race always require that we use dummy variables. Other important variables such as education, income, age and number of children often require us to use dummy variables even when they are sometimes measured using ranked categorical variables. For example, we could have a variable that measures years of education which is included as a continuous variable. However, we might instead want to include a variable that indicates if the person has a university degree. If that is the case we can use as.factor() to create a dummy variable indicating that level of education!

Even empirical research projects that use macro data sometimes require that we use dummy variables. For example, we might have a data set that measures macro variables for African countries with additional information about historic colonization. We might want to create a dummy variable that indicates the origin of the colonizers, and then include that in our analysis to understand that effect. As another example, we might have a time series data set and want to indicate whether or not a specific policy was implemented in a certain time period. We will need a dummy variable for that, and can include it in our analysis using the same process described above. Finally, we can use interaction terms to capture the effect of one variable on another if we believe that it varies between groups. If the coefficient on this interaction term is statistically significant, it can justify this term’s inclusion in our regression. This impacts our interpretation of coefficients in the regression.

Create dummy variables and/or interaction terms with any data set that you have downloaded in R as you see fit. You will find that this approach is not complicated, but has the power to yield meaningful results!

12.6 Wrap-up Table

Command	Function
as.factor(data$varname)	It automatically creates different categories for a variable.
relevel(data$varname, reference_level)	It changes the reference level for a set of dummy variables.
lm(data, depvar ~ var1 * var2))	It adds an interaction term between var1 and var2 as well as var1 and var2 themselves to the regression.