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raov5/Data and Plots.ipynb

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This notebook: * Reviews basic commands in R * Introduces variables and assignment * Introduces data types and classes (vectors, lists, matrices, S4, data frames) * Describes how to test for and manipulate data types * Introduces basic plot commands * Describes how to read, write, load shape files
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Data and Plots.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": "# Data and Plots in R"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "@author: Venky Rao raove@us.ibm.com\n@last edited: 18 Dec 2017\n@source: materials, data and examples adapted from An Introduction to R for Spatial Analysis & Mapping by Brundson and Comber"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "## The Basic Ingredients of R: Variables and Assignment"
},
{
"cell_type": "code",
"metadata": {},
"source": "#The R interface can be used as a calculator, returning the results of simple mathematical calculations. For example:\n(-5 + - 4)",
"execution_count": 1,
"outputs": [
{
"data": {
"text/html": "-9",
"text/markdown": "-9",
"text/latex": "-9",
"text/plain": "[1] -9"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#However, it is normally convenient to \"assign\" values to \"variables\". For example:\nx <- -5\ny <- -4",
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#these variables can now be used in mathematical operations. for example:\nx + y",
"execution_count": 4,
"outputs": [
{
"data": {
"text/html": "-9",
"text/markdown": "-9",
"text/latex": "-9",
"text/plain": "[1] -9"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#or\nx * y",
"execution_count": 5,
"outputs": [
{
"data": {
"text/html": "20",
"text/markdown": "20",
"text/latex": "20",
"text/plain": "[1] 20"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#they can also be used to define new variables. for example:\nz <- x - y\nz",
"execution_count": 7,
"outputs": [
{
"data": {
"text/html": "-1",
"text/markdown": "-1",
"text/latex": "-1",
"text/plain": "[1] -1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "# or \na <- x * y\na",
"execution_count": 8,
"outputs": [
{
"data": {
"text/html": "20",
"text/markdown": "20",
"text/latex": "20",
"text/plain": "[1] 20"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#these new variables can then be passed into functions. for example:\nb <- sqrt(a) #sqrt = calculates the square root of a number\nb",
"execution_count": 9,
"outputs": [
{
"data": {
"text/html": "4.47213595499958",
"text/markdown": "4.47213595499958",
"text/latex": "4.47213595499958",
"text/plain": "[1] 4.472136"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#Vectors\n#the basic assignment type in R is to a \"vector\" of values. Vectors can have single values as in x, y, z, a and b above or multiple values.\n#you can combine multiple values into a vector by using the \"c\" command to combine or concatenate multiple values. for example:\ntree.heights <- c(4.3, 7.1, 6.3, 5.2, 3.2, 2.1)\ntree.heights",
"execution_count": 10,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>4.3</li>\n\t<li>7.1</li>\n\t<li>6.3</li>\n\t<li>5.2</li>\n\t<li>3.2</li>\n\t<li>2.1</li>\n</ol>\n",
"text/markdown": "1. 4.3\n2. 7.1\n3. 6.3\n4. 5.2\n5. 3.2\n6. 2.1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 4.3\n\\item 7.1\n\\item 6.3\n\\item 5.2\n\\item 3.2\n\\item 2.1\n\\end{enumerate*}\n",
"text/plain": "[1] 4.3 7.1 6.3 5.2 3.2 2.1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to find the squares of all values in the vector, all you need to do is to execute this command:\ntree.heights ** 2",
"execution_count": 11,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>18.49</li>\n\t<li>50.41</li>\n\t<li>39.69</li>\n\t<li>27.04</li>\n\t<li>10.24</li>\n\t<li>4.41</li>\n</ol>\n",
"text/markdown": "1. 18.49\n2. 50.41\n3. 39.69\n4. 27.04\n5. 10.24\n6. 4.41\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 18.49\n\\item 50.41\n\\item 39.69\n\\item 27.04\n\\item 10.24\n\\item 4.41\n\\end{enumerate*}\n",
"text/plain": "[1] 18.49 50.41 39.69 27.04 10.24 4.41"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#other operations can also be performed. for example:\nsum(tree.heights) # returns the sum of all elements in the vector",
"execution_count": 12,
"outputs": [
{
"data": {
"text/html": "28.2",
"text/markdown": "28.2",
"text/latex": "28.2",
"text/plain": "[1] 28.2"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nmean(tree.heights)",
"execution_count": 13,
"outputs": [
{
"data": {
"text/html": "4.7",
"text/markdown": "4.7",
"text/latex": "4.7",
"text/plain": "[1] 4.7"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#you can also assign these results to another variable. for example:\nmax.height <- max(tree.heights)\nmax.height",
"execution_count": 14,
"outputs": [
{
"data": {
"text/html": "7.1",
"text/markdown": "7.1",
"text/latex": "7.1",
"text/plain": "[1] 7.1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#one of the advantages of vectors and other data structures with multiple data elements is that they can subsetted\n#i.e. individual elements can be extracted and manipulated. for example:\ntree.heights #entire vector",
"execution_count": 15,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>4.3</li>\n\t<li>7.1</li>\n\t<li>6.3</li>\n\t<li>5.2</li>\n\t<li>3.2</li>\n\t<li>2.1</li>\n</ol>\n",
"text/markdown": "1. 4.3\n2. 7.1\n3. 6.3\n4. 5.2\n5. 3.2\n6. 2.1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 4.3\n\\item 7.1\n\\item 6.3\n\\item 5.2\n\\item 3.2\n\\item 2.1\n\\end{enumerate*}\n",
"text/plain": "[1] 4.3 7.1 6.3 5.2 3.2 2.1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "tree.heights[1] #first element of the vector",
"execution_count": 16,
"outputs": [
{
"data": {
"text/html": "4.3",
"text/markdown": "4.3",
"text/latex": "4.3",
"text/plain": "[1] 4.3"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "tree.heights[1:3] #the first three elements of the vector",
"execution_count": 17,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>4.3</li>\n\t<li>7.1</li>\n\t<li>6.3</li>\n</ol>\n",
"text/markdown": "1. 4.3\n2. 7.1\n3. 6.3\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 4.3\n\\item 7.1\n\\item 6.3\n\\end{enumerate*}\n",
"text/plain": "[1] 4.3 7.1 6.3"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "sqrt(tree.heights[1:3]) #square root of the first three elements of the vector",
"execution_count": 18,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>2.07364413533277</li>\n\t<li>2.66458251889485</li>\n\t<li>2.50998007960223</li>\n</ol>\n",
"text/markdown": "1. 2.07364413533277\n2. 2.66458251889485\n3. 2.50998007960223\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 2.07364413533277\n\\item 2.66458251889485\n\\item 2.50998007960223\n\\end{enumerate*}\n",
"text/plain": "[1] 2.073644 2.664583 2.509980"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "round(sqrt(tree.heights[1:3]),3) #square root of the first three elements of the vector rounded to 3 decimals",
"execution_count": 19,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>2.074</li>\n\t<li>2.665</li>\n\t<li>2.51</li>\n</ol>\n",
"text/markdown": "1. 2.074\n2. 2.665\n3. 2.51\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 2.074\n\\item 2.665\n\\item 2.51\n\\end{enumerate*}\n",
"text/plain": "[1] 2.074 2.665 2.510"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "tree.heights[c(5, 3, 2)] #subset of 3 specific elements of the vector in a specific order",
"execution_count": 20,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>3.2</li>\n\t<li>6.3</li>\n\t<li>7.1</li>\n</ol>\n",
"text/markdown": "1. 3.2\n2. 6.3\n3. 7.1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 3.2\n\\item 6.3\n\\item 7.1\n\\end{enumerate*}\n",
"text/plain": "[1] 3.2 6.3 7.1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#in addition to numeric values, vectors can be assigned \"character\" or \"logical\" values. for example:\nname <- \"Venky Rao\"\nname",
"execution_count": 21,
"outputs": [
{
"data": {
"text/html": "'Venky Rao'",
"text/markdown": "'Venky Rao'",
"text/latex": "'Venky Rao'",
"text/plain": "[1] \"Venky Rao\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#characters can be assigned to a Vector of characters using the \"c\" function. for example:\ncities <- c(\"Bangalore\", \"Melbourne\", \"New York\", \"Singapore\", \"Boston\")\ncities",
"execution_count": 22,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'Bangalore'</li>\n\t<li>'Melbourne'</li>\n\t<li>'New York'</li>\n\t<li>'Singapore'</li>\n\t<li>'Boston'</li>\n</ol>\n",
"text/markdown": "1. 'Bangalore'\n2. 'Melbourne'\n3. 'New York'\n4. 'Singapore'\n5. 'Boston'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'Bangalore'\n\\item 'Melbourne'\n\\item 'New York'\n\\item 'Singapore'\n\\item 'Boston'\n\\end{enumerate*}\n",
"text/plain": "[1] \"Bangalore\" \"Melbourne\" \"New York\" \"Singapore\" \"Boston\" "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#you can calculate the length (number of variables) of the vector as follows:\nlength(cities)",
"execution_count": 24,
"outputs": [
{
"data": {
"text/html": "5",
"text/markdown": "5",
"text/latex": "5",
"text/plain": "[1] 5"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#you can also create a vector of \"logical\" variables as follows:\nusa.cities <- c(FALSE, FALSE, TRUE, FALSE, TRUE)\nusa.cities",
"execution_count": 28,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n</ol>\n",
"text/markdown": "1. FALSE\n2. FALSE\n3. TRUE\n4. FALSE\n5. TRUE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item FALSE\n\\item FALSE\n\\item TRUE\n\\item FALSE\n\\item TRUE\n\\end{enumerate*}\n",
"text/plain": "[1] FALSE FALSE TRUE FALSE TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#this logical vector can be used to subset other vectors. for example:\ncities[usa.cities]",
"execution_count": 30,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'New York'</li>\n\t<li>'Boston'</li>\n</ol>\n",
"text/markdown": "1. 'New York'\n2. 'Boston'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'New York'\n\\item 'Boston'\n\\end{enumerate*}\n",
"text/plain": "[1] \"New York\" \"Boston\" "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "## Data Types and Data Classes"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "### Data Types in R"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#there are several data types in R but the three main ones are:\n#numeric (this includes two types: integers and doubles (i.e. numbers with decimals))\n#character\n#logical\n#you can find out the data type of a variable by using the typeof() command\n#let us look at some examples below",
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "m <- 5\ntypeof(m) # should return \"double\"",
"execution_count": 2,
"outputs": [
{
"data": {
"text/html": "'double'",
"text/markdown": "'double'",
"text/latex": "'double'",
"text/plain": "[1] \"double\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "n <- 5L\ntypeof(n) #should return \"integer\"",
"execution_count": 3,
"outputs": [
{
"data": {
"text/html": "'integer'",
"text/markdown": "'integer'",
"text/latex": "'integer'",
"text/plain": "[1] \"integer\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#by default, R stores all numeric data types as \"doubles\". If you want to create an integer, then you need to suffix \"L\" as shown above",
"execution_count": 4,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#another way to test whether a variable is of a numeric data type is as follows:\nis.double(m) #should return TRUE",
"execution_count": 5,
"outputs": [
{
"data": {
"text/html": "TRUE",
"text/markdown": "TRUE",
"text/latex": "TRUE",
"text/plain": "[1] TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nis.double(n) #should return FALSE since n is an integer",
"execution_count": 6,
"outputs": [
{
"data": {
"text/html": "FALSE",
"text/markdown": "FALSE",
"text/latex": "FALSE",
"text/plain": "[1] FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to convert a variable into an integer, us the as.integer() function as follows:\no <- as.integer(m) #converts m into an integer and stores the value in o\ntypeof(o) #check for the type of o. should return integer",
"execution_count": 7,
"outputs": [
{
"data": {
"text/html": "'integer'",
"text/markdown": "'integer'",
"text/latex": "'integer'",
"text/plain": "[1] \"integer\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#similarly, you can convert numbers into doubles by using the as.double() function as follows:\np <- as.double(n) #converts n into an integer and stores the value in p\ntypeof(p) #check for the type of p. should return double",
"execution_count": 9,
"outputs": [
{
"data": {
"text/html": "'double'",
"text/markdown": "'double'",
"text/latex": "'double'",
"text/plain": "[1] \"double\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#just like with numeric (doubles and integers) data types, characters and logicals also have the:\n#is.character() and is.logical() functions that return either TRUE or FALSE\n#as.character() and as.logical() functions that convert variables into either characters or logicals",
"execution_count": 10,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#a more in depth discussion of character, numeric and logical data types follows",
"execution_count": 11,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Characters"
},
{
"cell_type": "code",
"metadata": {},
"source": "#character variables contain text. By default the function character() creates a vector of whatever\n#length is specified. for example:\ncharacter(5)",
"execution_count": 12,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>''</li>\n\t<li>''</li>\n\t<li>''</li>\n\t<li>''</li>\n\t<li>''</li>\n</ol>\n",
"text/markdown": "1. ''\n2. ''\n3. ''\n4. ''\n5. ''\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item ''\n\\item ''\n\\item ''\n\\item ''\n\\item ''\n\\end{enumerate*}\n",
"text/plain": "[1] \"\" \"\" \"\" \"\" \"\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#the function as.character() tries to convert its argument into a character type. for example:\nas.character(\"8\")",
"execution_count": 13,
"outputs": [
{
"data": {
"text/html": "'8'",
"text/markdown": "'8'",
"text/latex": "'8'",
"text/plain": "[1] \"8\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#you can test whether a variable of character type by using the is.character() function:\nis.character(8) #should return FALSE since 8 is a number (numeric type)",
"execution_count": 14,
"outputs": [
{
"data": {
"text/html": "FALSE",
"text/markdown": "FALSE",
"text/latex": "FALSE",
"text/plain": "[1] FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nis.character(\"8\") #should return TRUE since 8 is indeed a character",
"execution_count": 15,
"outputs": [
{
"data": {
"text/html": "TRUE",
"text/markdown": "TRUE",
"text/latex": "TRUE",
"text/plain": "[1] TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Numeric"
},
{
"cell_type": "code",
"metadata": {},
"source": "#to create a vector of numerics, use the numeric() function as follows:\nnumeric(8) #creates a vector of 8 numbers. since the numbers are not specified, zeroes are used",
"execution_count": 16,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n</ol>\n",
"text/markdown": "1. 0\n2. 0\n3. 0\n4. 0\n5. 0\n6. 0\n7. 0\n8. 0\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\end{enumerate*}\n",
"text/plain": "[1] 0 0 0 0 0 0 0 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to convert a vector into a numeric data types, the as.numeric() function is used as follows:\nas.numeric(c(\"1980\", \"-8\", \"Geography\")) #\"Geography\" cannot be converted into a number so its returns an NA",
"execution_count": 18,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": "Warning message in eval(expr, envir, enclos):\n\u201cNAs introduced by coercion\u201d"
},
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>1980</li>\n\t<li>-8</li>\n\t<li>NA</li>\n</ol>\n",
"text/markdown": "1. 1980\n2. -8\n3. NA\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 1980\n\\item -8\n\\item NA\n\\end{enumerate*}\n",
"text/plain": "[1] 1980 -8 NA"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nas.numeric(c(FALSE, TRUE)) #FALSE can also be represented as F. TRUE can also be represented as T\n#numerically, F == 0 and T == 1",
"execution_count": 22,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>0</li>\n\t<li>1</li>\n</ol>\n",
"text/markdown": "1. 0\n2. 1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 0\n\\item 1\n\\end{enumerate*}\n",
"text/plain": "[1] 0 1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#use the as.numeric() function to test whether a vector is numeric as follows:\nis.numeric(c(5,5)) #should return TRUE",
"execution_count": 24,
"outputs": [
{
"data": {
"text/html": "TRUE",
"text/markdown": "TRUE",
"text/latex": "TRUE",
"text/plain": "[1] TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example:\nis.numeric(c(5,5,5,\"5\")) #should return FALSE since \"5\" is not a number",
"execution_count": 25,
"outputs": [
{
"data": {
"text/html": "FALSE",
"text/markdown": "FALSE",
"text/latex": "FALSE",
"text/plain": "[1] FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Logical"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#the function logical() creates a logical vector of the specified length\n#by default, each element is set to FALSE\n#the function as.logical() attempts to convert its argument to be of logical type\n#character strings c(\"T\", \"TRUE\", \"True\", \"true\") as well as any number != 0 are regarded as TRUE\n#character strings c(\"F\", \"FALSE\", \"False\", \"false\") as well as the number 0 are regarded as FALSE\n#anything else is regarded as NA\n#the function is.logical() returns TRUE or FALSE depending on the whether the argument passed to it is of logical type or not",
"execution_count": 26,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "logical(7) #creates a logical vector of 7 variables. All 7 are set to FALSE by default",
"execution_count": 27,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n</ol>\n",
"text/markdown": "1. FALSE\n2. FALSE\n3. FALSE\n4. FALSE\n5. FALSE\n6. FALSE\n7. FALSE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\end{enumerate*}\n",
"text/plain": "[1] FALSE FALSE FALSE FALSE FALSE FALSE FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#conversion\nas.logical(c(7, 5, 0, -4, 5, NA)) # should return T T F T T NA",
"execution_count": 28,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>NA</li>\n</ol>\n",
"text/markdown": "1. TRUE\n2. TRUE\n3. FALSE\n4. TRUE\n5. TRUE\n6. NA\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item TRUE\n\\item TRUE\n\\item FALSE\n\\item TRUE\n\\item TRUE\n\\item NA\n\\end{enumerate*}\n",
"text/plain": "[1] TRUE TRUE FALSE TRUE TRUE NA"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#T and F can be converted to 1 and 0\nas.logical(c(7,5,0,-4,5)) * 1 #should return 1 1 0 1 1",
"execution_count": 29,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>1</li>\n\t<li>1</li>\n\t<li>0</li>\n\t<li>1</li>\n\t<li>1</li>\n</ol>\n",
"text/markdown": "1. 1\n2. 1\n3. 0\n4. 1\n5. 1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 1\n\\item 1\n\\item 0\n\\item 1\n\\item 1\n\\end{enumerate*}\n",
"text/plain": "[1] 1 1 0 1 1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nas.logical(c(7,5,0,-4,5)) + 0 #should return 1 1 0 1 1",
"execution_count": 30,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>1</li>\n\t<li>1</li>\n\t<li>0</li>\n\t<li>1</li>\n\t<li>1</li>\n</ol>\n",
"text/markdown": "1. 1\n2. 1\n3. 0\n4. 1\n5. 1\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 1\n\\item 1\n\\item 0\n\\item 1\n\\item 1\n\\end{enumerate*}\n",
"text/plain": "[1] 1 1 0 1 1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#different ways to declare T and F:\nas.logical(c(\"True\", \"T\", \"FALSE\", \"Raspberry\", \"9\", \"0\", 0)) #should return T T F NA NA NA NA\n#because the last 0 is coerced into \"0\" by the c() function",
"execution_count": 34,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n</ol>\n",
"text/markdown": "1. TRUE\n2. TRUE\n3. FALSE\n4. NA\n5. NA\n6. NA\n7. NA\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item TRUE\n\\item TRUE\n\\item FALSE\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\end{enumerate*}\n",
"text/plain": "[1] TRUE TRUE FALSE NA NA NA NA"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#logical vectors are very useful for indexing data, to select the data that satisfy\n#certain criteria, as follows:\ndata <- c(3, 6, 9, 99, 54, 32, -102)\n#a logical test\nindex <- (data > 10)\nindex #should return F F F T T T F",
"execution_count": 35,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n</ol>\n",
"text/markdown": "1. FALSE\n2. FALSE\n3. FALSE\n4. TRUE\n5. TRUE\n6. TRUE\n7. FALSE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item TRUE\n\\item TRUE\n\\item TRUE\n\\item FALSE\n\\end{enumerate*}\n",
"text/plain": "[1] FALSE FALSE FALSE TRUE TRUE TRUE FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#can also be used to subset data\ndata[index] #should return 99 54 32",
"execution_count": 36,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>99</li>\n\t<li>54</li>\n\t<li>32</li>\n</ol>\n",
"text/markdown": "1. 99\n2. 54\n3. 32\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 99\n\\item 54\n\\item 32\n\\end{enumerate*}\n",
"text/plain": "[1] 99 54 32"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nsum(data[index]) #should return 185",
"execution_count": 37,
"outputs": [
{
"data": {
"text/html": "185",
"text/markdown": "185",
"text/latex": "185",
"text/plain": "[1] 185"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "### Data Classes in R"
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": "#### Vectors"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#Vectors are the most commonly used data structure and the standard one-dimensional R variable\n#the function vector() produces a vector of the length and type or mode specified. The default mode is Logical",
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#defining vectors\nvector(mode = \"numeric\", length = 5) #should return numeric vector of length 5 populated with 0s",
"execution_count": 2,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n\t<li>0</li>\n</ol>\n",
"text/markdown": "1. 0\n2. 0\n3. 0\n4. 0\n5. 0\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\item 0\n\\end{enumerate*}\n",
"text/plain": "[1] 0 0 0 0 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nvector(length = 5) #should return a logical vector of length 5 populated by FALSEs (default logical value)",
"execution_count": 4,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n</ol>\n",
"text/markdown": "1. FALSE\n2. FALSE\n3. FALSE\n4. FALSE\n5. FALSE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\end{enumerate*}\n",
"text/plain": "[1] FALSE FALSE FALSE FALSE FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#testing for a vector using is.vector()\ntmp <- data.frame(a = 10:15, b = 15:20) #more about data frames later! for now, you should know that vectors != data frames\nis.vector(tmp) #should return FALSE since a vector != data frame",
"execution_count": 9,
"outputs": [
{
"data": {
"text/html": "FALSE",
"text/markdown": "FALSE",
"text/latex": "FALSE",
"text/plain": "[1] FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Matrices"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#The function matrix() creates a matrix from the data and parameters (number of rows and columns) passed to it",
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#defining matrices\nmatrix(ncol = 2, nrow = 1) #returns a matrix with 2 columns and 1 row",
"execution_count": 4,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>NA</td><td>NA</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. NA\n2. NA\n\n\n",
"text/latex": "\\begin{tabular}{ll}\n\t NA & NA\\\\\n\\end{tabular}\n",
"text/plain": " [,1] [,2]\n[1,] NA NA "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "matrix(1:6) #returns a matrix with 6 rows populated from 1 to 6 with one column (default)",
"execution_count": 5,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>1</td></tr>\n\t<tr><td>2</td></tr>\n\t<tr><td>3</td></tr>\n\t<tr><td>4</td></tr>\n\t<tr><td>5</td></tr>\n\t<tr><td>6</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 1\n2. 2\n3. 3\n4. 4\n5. 5\n6. 6\n\n\n",
"text/latex": "\\begin{tabular}{l}\n\t 1\\\\\n\t 2\\\\\n\t 3\\\\\n\t 4\\\\\n\t 5\\\\\n\t 6\\\\\n\\end{tabular}\n",
"text/plain": " [,1]\n[1,] 1 \n[2,] 2 \n[3,] 3 \n[4,] 4 \n[5,] 5 \n[6,] 6 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "matrix(1:6, ncol = 2) #returns a matrix with 2 columns and 3 rows. Matrix is populated by column (default)",
"execution_count": 6,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>1</td><td>4</td></tr>\n\t<tr><td>2</td><td>5</td></tr>\n\t<tr><td>3</td><td>6</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 1\n2. 2\n3. 3\n4. 4\n5. 5\n6. 6\n\n\n",
"text/latex": "\\begin{tabular}{ll}\n\t 1 & 4\\\\\n\t 2 & 5\\\\\n\t 3 & 6\\\\\n\\end{tabular}\n",
"text/plain": " [,1] [,2]\n[1,] 1 4 \n[2,] 2 5 \n[3,] 3 6 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "matrix(1:6, ncol = 2, byrow = T) #returns a matrix with 2 columns and 3 rows. Matrix is populated by row since the \"byrow\" parameter is set to TRUE ",
"execution_count": 7,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>1</td><td>2</td></tr>\n\t<tr><td>3</td><td>4</td></tr>\n\t<tr><td>5</td><td>6</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 1\n2. 3\n3. 5\n4. 2\n5. 4\n6. 6\n\n\n",
"text/latex": "\\begin{tabular}{ll}\n\t 1 & 2\\\\\n\t 3 & 4\\\\\n\t 5 & 6\\\\\n\\end{tabular}\n",
"text/plain": " [,1] [,2]\n[1,] 1 2 \n[2,] 3 4 \n[3,] 5 6 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#conversion into a matrix using as.matrix() function\na <- (6:3)\na #returns a vector",
"execution_count": 8,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>6</li>\n\t<li>5</li>\n\t<li>4</li>\n\t<li>3</li>\n</ol>\n",
"text/markdown": "1. 6\n2. 5\n3. 4\n4. 3\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 6\n\\item 5\n\\item 4\n\\item 3\n\\end{enumerate*}\n",
"text/plain": "[1] 6 5 4 3"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "b <- as.matrix(a) #converts this into a matrix with one column and 4 rows\nb",
"execution_count": 14,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>6</td></tr>\n\t<tr><td>5</td></tr>\n\t<tr><td>4</td></tr>\n\t<tr><td>3</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 6\n2. 5\n3. 4\n4. 3\n\n\n",
"text/latex": "\\begin{tabular}{l}\n\t 6\\\\\n\t 5\\\\\n\t 4\\\\\n\t 3\\\\\n\\end{tabular}\n",
"text/plain": " [,1]\n[1,] 6 \n[2,] 5 \n[3,] 4 \n[4,] 3 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#test using the is.matrix() function\nis.matrix(a) #should return FALSE",
"execution_count": 16,
"outputs": [
{
"data": {
"text/html": "FALSE",
"text/markdown": "FALSE",
"text/latex": "FALSE",
"text/plain": "[1] FALSE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nis.matrix(b) #should return TRUE",
"execution_count": 17,
"outputs": [
{
"data": {
"text/html": "TRUE",
"text/markdown": "TRUE",
"text/latex": "TRUE",
"text/plain": "[1] TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#matrix rows and columns can be named",
"execution_count": 19,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "flow <- matrix(c(2000, 1243, 543, 1243, 212, 545, 654, 168, 109), c(3,3), byrow = T) #creates a 3x3 matrix\nflow",
"execution_count": 20,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>2000</td><td>1243</td><td>543 </td></tr>\n\t<tr><td>1243</td><td> 212</td><td>545 </td></tr>\n\t<tr><td> 654</td><td> 168</td><td>109 </td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 2000\n2. 1243\n3. 654\n4. 1243\n5. 212\n6. 168\n7. 543\n8. 545\n9. 109\n\n\n",
"text/latex": "\\begin{tabular}{lll}\n\t 2000 & 1243 & 543 \\\\\n\t 1243 & 212 & 545 \\\\\n\t 654 & 168 & 109 \\\\\n\\end{tabular}\n",
"text/plain": " [,1] [,2] [,3]\n[1,] 2000 1243 543 \n[2,] 1243 212 545 \n[3,] 654 168 109 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#naming columns using colnames() function\ncolnames(flow) <- c(\"Bangalore\", \"Melbourne\", \"Boston\")\nflow #with column names",
"execution_count": 21,
"outputs": [
{
"data": {
"text/html": "<table>\n<thead><tr><th scope=col>Bangalore</th><th scope=col>Melbourne</th><th scope=col>Boston</th></tr></thead>\n<tbody>\n\t<tr><td>2000</td><td>1243</td><td>543 </td></tr>\n\t<tr><td>1243</td><td> 212</td><td>545 </td></tr>\n\t<tr><td> 654</td><td> 168</td><td>109 </td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 2000\n2. 1243\n3. 654\n4. 1243\n5. 212\n6. 168\n7. 543\n8. 545\n9. 109\n\n\n",
"text/latex": "\\begin{tabular}{lll}\n Bangalore & Melbourne & Boston\\\\\n\\hline\n\t 2000 & 1243 & 543 \\\\\n\t 1243 & 212 & 545 \\\\\n\t 654 & 168 & 109 \\\\\n\\end{tabular}\n",
"text/plain": " Bangalore Melbourne Boston\n[1,] 2000 1243 543 \n[2,] 1243 212 545 \n[3,] 654 168 109 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#naming rows with rownames() function\nrownames(flow) <- c(\"Bangalore\", \"Melbourne\", \"Boston\")\nflow #with row and column names",
"execution_count": 22,
"outputs": [
{
"data": {
"text/html": "<table>\n<thead><tr><th></th><th scope=col>Bangalore</th><th scope=col>Melbourne</th><th scope=col>Boston</th></tr></thead>\n<tbody>\n\t<tr><th scope=row>Bangalore</th><td>2000</td><td>1243</td><td>543 </td></tr>\n\t<tr><th scope=row>Melbourne</th><td>1243</td><td> 212</td><td>545 </td></tr>\n\t<tr><th scope=row>Boston</th><td> 654</td><td> 168</td><td>109 </td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 2000\n2. 1243\n3. 654\n4. 1243\n5. 212\n6. 168\n7. 543\n8. 545\n9. 109\n\n\n",
"text/latex": "\\begin{tabular}{r|lll}\n & Bangalore & Melbourne & Boston\\\\\n\\hline\n\tBangalore & 2000 & 1243 & 543 \\\\\n\tMelbourne & 1243 & 212 & 545 \\\\\n\tBoston & 654 & 168 & 109 \\\\\n\\end{tabular}\n",
"text/plain": " Bangalore Melbourne Boston\nBangalore 2000 1243 543 \nMelbourne 1243 212 545 \nBoston 654 168 109 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#there are functions to summarize matrices. for example:\noutflows <- rowSums(flow)\noutflows #returns the sum of the three rows",
"execution_count": 23,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>Bangalore</dt>\n\t\t<dd>3786</dd>\n\t<dt>Melbourne</dt>\n\t\t<dd>2000</dd>\n\t<dt>Boston</dt>\n\t\t<dd>931</dd>\n</dl>\n",
"text/markdown": "Bangalore\n: 3786Melbourne\n: 2000Boston\n: 931\n\n",
"text/latex": "\\begin{description*}\n\\item[Bangalore] 3786\n\\item[Melbourne] 2000\n\\item[Boston] 931\n\\end{description*}\n",
"text/plain": "Bangalore Melbourne Boston \n 3786 2000 931 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\ncol_means <- colMeans(flow)\ncol_means #returns the mean of each column",
"execution_count": 24,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>Bangalore</dt>\n\t\t<dd>1299</dd>\n\t<dt>Melbourne</dt>\n\t\t<dd>541</dd>\n\t<dt>Boston</dt>\n\t\t<dd>399</dd>\n</dl>\n",
"text/markdown": "Bangalore\n: 1299Melbourne\n: 541Boston\n: 399\n\n",
"text/latex": "\\begin{description*}\n\\item[Bangalore] 1299\n\\item[Melbourne] 541\n\\item[Boston] 399\n\\end{description*}\n",
"text/plain": "Bangalore Melbourne Boston \n 1299 541 399 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#if data structure is not a matrix, then just use \"names\" instead of \"rownames\" or \"colnames\":\nz <- c(6, 7, 8)\nnames(z) <- c(\"Natick\", \"Cambridge\", \"Needham\")\nz #returns vector with names",
"execution_count": 25,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>Natick</dt>\n\t\t<dd>6</dd>\n\t<dt>Cambridge</dt>\n\t\t<dd>7</dd>\n\t<dt>Needham</dt>\n\t\t<dd>8</dd>\n</dl>\n",
"text/markdown": "Natick\n: 6Cambridge\n: 7Needham\n: 8\n\n",
"text/latex": "\\begin{description*}\n\\item[Natick] 6\n\\item[Cambridge] 7\n\\item[Needham] 8\n\\end{description*}\n",
"text/plain": " Natick Cambridge Needham \n 6 7 8 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"collapsed": true
},
"source": "#### Factors"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#The factor() function creates a vector with specific categories. This is used for handling categorical variables",
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#vector assignment\nhouse.type <- c(\"Bungalow\", \"Flat\", \"Flat\", \"Detached\", \"Flat\", \"Terrace\", \"Terrace\")\nhouse.type\nstr(house.type)",
"execution_count": 11,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'Bungalow'</li>\n\t<li>'Flat'</li>\n\t<li>'Flat'</li>\n\t<li>'Detached'</li>\n\t<li>'Flat'</li>\n\t<li>'Terrace'</li>\n\t<li>'Terrace'</li>\n</ol>\n",
"text/markdown": "1. 'Bungalow'\n2. 'Flat'\n3. 'Flat'\n4. 'Detached'\n5. 'Flat'\n6. 'Terrace'\n7. 'Terrace'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'Bungalow'\n\\item 'Flat'\n\\item 'Flat'\n\\item 'Detached'\n\\item 'Flat'\n\\item 'Terrace'\n\\item 'Terrace'\n\\end{enumerate*}\n",
"text/plain": "[1] \"Bungalow\" \"Flat\" \"Flat\" \"Detached\" \"Flat\" \"Terrace\" \"Terrace\" "
},
"metadata": {},
"output_type": "display_data"
},
{
"output_type": "stream",
"name": "stdout",
"text": " chr [1:7] \"Bungalow\" \"Flat\" \"Flat\" \"Detached\" \"Flat\" \"Terrace\" ...\n"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to summarize the vector\nsummary(house.type)",
"execution_count": 13,
"outputs": [
{
"data": {
"text/plain": " Length Class Mode \n 7 character character "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#factor assignment\nhouse.type <- factor(c(\"Bungalow\", \"Flat\", \"Flat\", \"Detached\", \"Flat\", \"Terrace\", \"Terrace\"))\nhouse.type\nstr(house.type)",
"execution_count": 14,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>Bungalow</li>\n\t<li>Flat</li>\n\t<li>Flat</li>\n\t<li>Detached</li>\n\t<li>Flat</li>\n\t<li>Terrace</li>\n\t<li>Terrace</li>\n</ol>\n",
"text/markdown": "1. Bungalow\n2. Flat\n3. Flat\n4. Detached\n5. Flat\n6. Terrace\n7. Terrace\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item Bungalow\n\\item Flat\n\\item Flat\n\\item Detached\n\\item Flat\n\\item Terrace\n\\item Terrace\n\\end{enumerate*}\n",
"text/plain": "[1] Bungalow Flat Flat Detached Flat Terrace Terrace \nLevels: Bungalow Detached Flat Terrace"
},
"metadata": {},
"output_type": "display_data"
},
{
"output_type": "stream",
"name": "stdout",
"text": " Factor w/ 4 levels \"Bungalow\",\"Detached\",..: 1 3 3 2 3 4 4\n"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to check the listing of all levels in the factor:\nlevels(house.type)",
"execution_count": 15,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'Bungalow'</li>\n\t<li>'Detached'</li>\n\t<li>'Flat'</li>\n\t<li>'Terrace'</li>\n</ol>\n",
"text/markdown": "1. 'Bungalow'\n2. 'Detached'\n3. 'Flat'\n4. 'Terrace'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'Bungalow'\n\\item 'Detached'\n\\item 'Flat'\n\\item 'Terrace'\n\\end{enumerate*}\n",
"text/plain": "[1] \"Bungalow\" \"Detached\" \"Flat\" \"Terrace\" "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to summarize the occurances of various factors:\nsummary(house.type)",
"execution_count": 16,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>Bungalow</dt>\n\t\t<dd>1</dd>\n\t<dt>Detached</dt>\n\t\t<dd>1</dd>\n\t<dt>Flat</dt>\n\t\t<dd>3</dd>\n\t<dt>Terrace</dt>\n\t\t<dd>2</dd>\n</dl>\n",
"text/markdown": "Bungalow\n: 1Detached\n: 1Flat\n: 3Terrace\n: 2\n\n",
"text/latex": "\\begin{description*}\n\\item[Bungalow] 1\n\\item[Detached] 1\n\\item[Flat] 3\n\\item[Terrace] 2\n\\end{description*}\n",
"text/plain": "Bungalow Detached Flat Terrace \n 1 1 3 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another function() to summarize the factor:\ntable(house.type)",
"execution_count": 17,
"outputs": [
{
"data": {
"text/plain": "house.type\nBungalow Detached Flat Terrace \n 1 1 3 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#the levels parameter can control what can be assigned\nhouse.type <- factor(c(\"People Carrier\", \"Flat\", \"Flat\", \"Hatchback\", \"Flat\", \"Terrace\", \"Terrace\"), \n levels = c(\"Bungalow\", \"Flat\", \"Detached\", \"Semi\", \"Terrace\"))\nhouse.type",
"execution_count": 18,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>NA</li>\n\t<li>Flat</li>\n\t<li>Flat</li>\n\t<li>NA</li>\n\t<li>Flat</li>\n\t<li>Terrace</li>\n\t<li>Terrace</li>\n</ol>\n",
"text/markdown": "1. NA\n2. Flat\n3. Flat\n4. NA\n5. Flat\n6. Terrace\n7. Terrace\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item NA\n\\item Flat\n\\item Flat\n\\item NA\n\\item Flat\n\\item Terrace\n\\item Terrace\n\\end{enumerate*}\n",
"text/plain": "[1] <NA> Flat Flat <NA> Flat Terrace Terrace\nLevels: Bungalow Flat Detached Semi Terrace"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Ordering"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#Ordering (preference or hierarchy; lower-higher, better-worse, etc) can be imposed on factors by using the ordered() function",
"execution_count": 19,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "income <- factor(c(\"High\", \"High\", \"Low\", \"Low\", \"Low\", \"Medium\", \"Low\", \"Medium\"), levels = c(\"Low\", \"Medium\", \"High\"))\nincome > \"Low\" #should result in NAs since no order has been specified",
"execution_count": 21,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": "Warning message in Ops.factor(income, \"Low\"):\n\u201c\u2018>\u2019 not meaningful for factors\u201d"
},
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n\t<li>NA</li>\n</ol>\n",
"text/markdown": "1. NA\n2. NA\n3. NA\n4. NA\n5. NA\n6. NA\n7. NA\n8. NA\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\item NA\n\\end{enumerate*}\n",
"text/plain": "[1] NA NA NA NA NA NA NA NA"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#\"levels\" in \"ordered\" defines a relative order\nincome <- ordered(c(\"High\", \"High\", \"Low\", \"Low\", \"Low\", \"Medium\", \"Low\", \"Medium\"), levels = c(\"Low\", \"Medium\", \"High\"))\nincome > \"Low\" #should result in either TRUE or FALSE depending on the values in income",
"execution_count": 22,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n</ol>\n",
"text/markdown": "1. TRUE\n2. TRUE\n3. FALSE\n4. FALSE\n5. FALSE\n6. TRUE\n7. FALSE\n8. TRUE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item TRUE\n\\item TRUE\n\\item FALSE\n\\item FALSE\n\\item FALSE\n\\item TRUE\n\\item FALSE\n\\item TRUE\n\\end{enumerate*}\n",
"text/plain": "[1] TRUE TRUE FALSE FALSE FALSE TRUE FALSE TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to order a factor or a vector, use the sort() function:\nsort(income)",
"execution_count": 26,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>Low</li>\n\t<li>Low</li>\n\t<li>Low</li>\n\t<li>Low</li>\n\t<li>Medium</li>\n\t<li>Medium</li>\n\t<li>High</li>\n\t<li>High</li>\n</ol>\n",
"text/markdown": "1. Low\n2. Low\n3. Low\n4. Low\n5. Medium\n6. Medium\n7. High\n8. High\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item Low\n\\item Low\n\\item Low\n\\item Low\n\\item Medium\n\\item Medium\n\\item High\n\\item High\n\\end{enumerate*}\n",
"text/plain": "[1] Low Low Low Low Medium Medium High High \nLevels: Low < Medium < High"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#to sort a factor or a vector in descending order:\nsort(income, decreasing = T)",
"execution_count": 30,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>High</li>\n\t<li>High</li>\n\t<li>Medium</li>\n\t<li>Medium</li>\n\t<li>Low</li>\n\t<li>Low</li>\n\t<li>Low</li>\n\t<li>Low</li>\n</ol>\n",
"text/markdown": "1. High\n2. High\n3. Medium\n4. Medium\n5. Low\n6. Low\n7. Low\n8. Low\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item High\n\\item High\n\\item Medium\n\\item Medium\n\\item Low\n\\item Low\n\\item Low\n\\item Low\n\\end{enumerate*}\n",
"text/plain": "[1] High High Medium Medium Low Low Low Low \nLevels: Low < Medium < High"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Lists"
},
{
"cell_type": "code",
"metadata": {},
"source": "#Lists allow you to gather different data types together in a single data structure\ntmp.list <- list(\"Venky Rao\", c(2004, 2008), \"Traveler\", matrix(c(6,3,1,2), c(2,2)))\ntmp.list",
"execution_count": 1,
"outputs": [
{
"data": {
"text/html": "<ol>\n\t<li>'Venky Rao'</li>\n\t<li><ol class=list-inline>\n\t<li>2004</li>\n\t<li>2008</li>\n</ol>\n</li>\n\t<li>'Traveler'</li>\n\t<li><table>\n<tbody>\n\t<tr><td>6</td><td>1</td></tr>\n\t<tr><td>3</td><td>2</td></tr>\n</tbody>\n</table>\n</li>\n</ol>\n",
"text/markdown": "1. 'Venky Rao'\n2. 1. 2004\n2. 2008\n\n\n\n3. 'Traveler'\n4. 1. 6\n2. 3\n3. 1\n4. 2\n\n\n\n\n\n",
"text/latex": "\\begin{enumerate}\n\\item 'Venky Rao'\n\\item \\begin{enumerate*}\n\\item 2004\n\\item 2008\n\\end{enumerate*}\n\n\\item 'Traveler'\n\\item \\begin{tabular}{ll}\n\t 6 & 1\\\\\n\t 3 & 2\\\\\n\\end{tabular}\n\n\\end{enumerate}\n",
"text/plain": "[[1]]\n[1] \"Venky Rao\"\n\n[[2]]\n[1] 2004 2008\n\n[[3]]\n[1] \"Traveler\"\n\n[[4]]\n [,1] [,2]\n[1,] 6 1\n[2,] 3 2\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#elements of the list can be selected as follows:\ntmp.list[[1]] #should return \"Venky Rao\"",
"execution_count": 2,
"outputs": [
{
"data": {
"text/html": "'Venky Rao'",
"text/markdown": "'Venky Rao'",
"text/latex": "'Venky Rao'",
"text/plain": "[1] \"Venky Rao\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\ntmp.list[[4]] ",
"execution_count": 3,
"outputs": [
{
"data": {
"text/html": "<table>\n<tbody>\n\t<tr><td>6</td><td>1</td></tr>\n\t<tr><td>3</td><td>2</td></tr>\n</tbody>\n</table>\n",
"text/markdown": "1. 6\n2. 3\n3. 1\n4. 2\n\n\n",
"text/latex": "\\begin{tabular}{ll}\n\t 6 & 1\\\\\n\t 3 & 2\\\\\n\\end{tabular}\n",
"text/plain": " [,1] [,2]\n[1,] 6 1 \n[2,] 3 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#list items can be named. example:\nemployee <- list(name = \"Venky Rao\", start.year = 2012, position = \"Traveler\")\nemployee",
"execution_count": 4,
"outputs": [
{
"data": {
"text/html": "<dl>\n\t<dt>$name</dt>\n\t\t<dd>'Venky Rao'</dd>\n\t<dt>$start.year</dt>\n\t\t<dd>2012</dd>\n\t<dt>$position</dt>\n\t\t<dd>'Traveler'</dd>\n</dl>\n",
"text/markdown": "$name\n: 'Venky Rao'\n$start.year\n: 2012\n$position\n: 'Traveler'\n\n\n",
"text/latex": "\\begin{description}\n\\item[\\$name] 'Venky Rao'\n\\item[\\$start.year] 2012\n\\item[\\$position] 'Traveler'\n\\end{description}\n",
"text/plain": "$name\n[1] \"Venky Rao\"\n\n$start.year\n[1] 2012\n\n$position\n[1] \"Traveler\"\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#accessing list items using their names:\nemployee$name #using the $ operator and the tab key lists all names in the list",
"execution_count": 5,
"outputs": [
{
"data": {
"text/html": "'Venky Rao'",
"text/markdown": "'Venky Rao'",
"text/latex": "'Venky Rao'",
"text/plain": "[1] \"Venky Rao\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example:\nemployee$position",
"execution_count": 6,
"outputs": [
{
"data": {
"text/html": "'Traveler'",
"text/markdown": "'Traveler'",
"text/latex": "'Traveler'",
"text/plain": "[1] \"Traveler\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#lists can be joined together using the append() function\nappend(tmp.list, list(c(7, 6, 9, 1)))",
"execution_count": 7,
"outputs": [
{
"data": {
"text/html": "<ol>\n\t<li>'Venky Rao'</li>\n\t<li><ol class=list-inline>\n\t<li>2004</li>\n\t<li>2008</li>\n</ol>\n</li>\n\t<li>'Traveler'</li>\n\t<li><table>\n<tbody>\n\t<tr><td>6</td><td>1</td></tr>\n\t<tr><td>3</td><td>2</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><ol class=list-inline>\n\t<li>7</li>\n\t<li>6</li>\n\t<li>9</li>\n\t<li>1</li>\n</ol>\n</li>\n</ol>\n",
"text/markdown": "1. 'Venky Rao'\n2. 1. 2004\n2. 2008\n\n\n\n3. 'Traveler'\n4. 1. 6\n2. 3\n3. 1\n4. 2\n\n\n\n5. 1. 7\n2. 6\n3. 9\n4. 1\n\n\n\n\n\n",
"text/latex": "\\begin{enumerate}\n\\item 'Venky Rao'\n\\item \\begin{enumerate*}\n\\item 2004\n\\item 2008\n\\end{enumerate*}\n\n\\item 'Traveler'\n\\item \\begin{tabular}{ll}\n\t 6 & 1\\\\\n\t 3 & 2\\\\\n\\end{tabular}\n\n\\item \\begin{enumerate*}\n\\item 7\n\\item 6\n\\item 9\n\\item 1\n\\end{enumerate*}\n\n\\end{enumerate}\n",
"text/plain": "[[1]]\n[1] \"Venky Rao\"\n\n[[2]]\n[1] 2004 2008\n\n[[3]]\n[1] \"Traveler\"\n\n[[4]]\n [,1] [,2]\n[1,] 6 1\n[2,] 3 2\n\n[[5]]\n[1] 7 6 9 1\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#lapply() applies a function to each element of a list. here are some examples:\nlapply(tmp.list[[2]], is.numeric) #checks whether 2004 and 2008 are numeric values and returns T or F",
"execution_count": 8,
"outputs": [
{
"data": {
"text/html": "<ol>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n</ol>\n",
"text/markdown": "1. TRUE\n2. TRUE\n\n\n",
"text/latex": "\\begin{enumerate}\n\\item TRUE\n\\item TRUE\n\\end{enumerate}\n",
"text/plain": "[[1]]\n[1] TRUE\n\n[[2]]\n[1] TRUE\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example\nlapply(tmp.list, length)",
"execution_count": 9,
"outputs": [
{
"data": {
"text/html": "<ol>\n\t<li>1</li>\n\t<li>2</li>\n\t<li>1</li>\n\t<li>4</li>\n</ol>\n",
"text/markdown": "1. 1\n2. 2\n3. 1\n4. 4\n\n\n",
"text/latex": "\\begin{enumerate}\n\\item 1\n\\item 2\n\\item 1\n\\item 4\n\\end{enumerate}\n",
"text/plain": "[[1]]\n[1] 1\n\n[[2]]\n[1] 2\n\n[[3]]\n[1] 1\n\n[[4]]\n[1] 4\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Defining your own classes"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#In R, it is possible to define your own classes and associate it with specific behaviors, eg printing",
"execution_count": 11,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#the standard print() function works as follows:\nprint(employee)",
"execution_count": 12,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": "$name\n[1] \"Venky Rao\"\n\n$start.year\n[1] 2012\n\n$position\n[1] \"Traveler\"\n\n"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#we could assign \"employee\" to a new class (let's call it \"staff\") and create a new print() function just for that class",
"execution_count": 13,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#assigning \"employee\" to the \"staff\" class:\nclass(employee) <- \"staff\"",
"execution_count": 15,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#creating a special print() function for the \"staff\" class\nprint.staff <- function(x) {\n cat(\"Name: \", x$Name, \"\\n\")\n cat(\"Start Year: \", x$start.year, \"\\n\")\n cat(\"Position: \", x$position, \"\\n\")\n}",
"execution_count": 16,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#using the special print()function for the \"staff\" class\nprint(employee) #notice the difference between this output and that of the the standard print() function",
"execution_count": 18,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": "Name: \nStart Year: 2012 \nPosition: Traveler \n"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#printing \"employee\" using the normal print() function with the unclass() function\nprint(unclass(employee))",
"execution_count": 19,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": "$name\n[1] \"Venky Rao\"\n\n$start.year\n[1] 2012\n\n$position\n[1] \"Traveler\"\n\n"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#permanently remove the special print function:\nrm(print.staff)",
"execution_count": 20,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#now if you print \"employee\" even without unclass(), you will get the standard output\nprint(employee)",
"execution_count": 21,
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": "$name\n[1] \"Venky Rao\"\n\n$start.year\n[1] 2012\n\n$position\n[1] \"Traveler\"\n\nattr(,\"class\")\n[1] \"staff\"\n"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### Classes in lists"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#variables can be assigned to new or user-defined class-objects:\nnew.staff <- function(name, year, post) {\n result <- list(name = name, year = year, position = post)\n class(result) <- \"staff\"\n return(result)\n}",
"execution_count": 22,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "#a list can then be defined, populated using the new.staff() function as follows:\nfamily <- vector(mode = \"list\", 3)\n#assign values to elements in the list\nfamily[[1]] <- new.staff(\"AR\", 2000, \"Traveler\")\nfamily[[2]] <- new.staff(\"AC\", 2004, \"Co-Traveler\")\nfamily[[3]] <- new.staff(\"VR\", 2003, \"Porter\")",
"execution_count": 24,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#print family\nfamily",
"execution_count": 25,
"outputs": [
{
"data": {
"text/plain": "[[1]]\n$name\n[1] \"AR\"\n\n$year\n[1] 2000\n\n$position\n[1] \"Traveler\"\n\nattr(,\"class\")\n[1] \"staff\"\n\n[[2]]\n$name\n[1] \"AC\"\n\n$year\n[1] 2004\n\n$position\n[1] \"Co-Traveler\"\n\nattr(,\"class\")\n[1] \"staff\"\n\n[[3]]\n$name\n[1] \"VR\"\n\n$year\n[1] 2003\n\n$position\n[1] \"Porter\"\n\nattr(,\"class\")\n[1] \"staff\"\n"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "### Self-test Questions"
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "colors <- factor(c(\"red\", \"blue\", \"red\", \"white\", \"silver\", \"red\", \"white\", \"silver\", \"red\", \"red\", \"white\", \"silver\", \"silver\"),\n levels = c(\"red\", \"blue\", \"white\", \"silver\", \"black\"))",
"execution_count": 43,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "colors",
"execution_count": 44,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>red</li>\n\t<li>blue</li>\n\t<li>red</li>\n\t<li>white</li>\n\t<li>silver</li>\n\t<li>red</li>\n\t<li>white</li>\n\t<li>silver</li>\n\t<li>red</li>\n\t<li>red</li>\n\t<li>white</li>\n\t<li>silver</li>\n\t<li>silver</li>\n</ol>\n",
"text/markdown": "1. red\n2. blue\n3. red\n4. white\n5. silver\n6. red\n7. white\n8. silver\n9. red\n10. red\n11. white\n12. silver\n13. silver\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item red\n\\item blue\n\\item red\n\\item white\n\\item silver\n\\item red\n\\item white\n\\item silver\n\\item red\n\\item red\n\\item white\n\\item silver\n\\item silver\n\\end{enumerate*}\n",
"text/plain": " [1] red blue red white silver red white silver red red \n[11] white silver silver\nLevels: red blue white silver black"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "colors[4] <- \"orange\"\ncolors",
"execution_count": 45,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": "Warning message in `[<-.factor`(`*tmp*`, 4, value = \"orange\"):\n\u201cinvalid factor level, NA generated\u201d"
},
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>red</li>\n\t<li>blue</li>\n\t<li>red</li>\n\t<li>NA</li>\n\t<li>silver</li>\n\t<li>red</li>\n\t<li>white</li>\n\t<li>silver</li>\n\t<li>red</li>\n\t<li>red</li>\n\t<li>white</li>\n\t<li>silver</li>\n\t<li>silver</li>\n</ol>\n",
"text/markdown": "1. red\n2. blue\n3. red\n4. NA\n5. silver\n6. red\n7. white\n8. silver\n9. red\n10. red\n11. white\n12. silver\n13. silver\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item red\n\\item blue\n\\item red\n\\item NA\n\\item silver\n\\item red\n\\item white\n\\item silver\n\\item red\n\\item red\n\\item white\n\\item silver\n\\item silver\n\\end{enumerate*}\n",
"text/plain": " [1] red blue red <NA> silver red white silver red red \n[11] white silver silver\nLevels: red blue white silver black"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "colors <- factor(c(\"red\", \"blue\", \"red\", \"white\", \"silver\", \"red\", \"white\", \"silver\", \"red\", \"red\", \"white\", \"silver\", \"silver\"),\n levels = c(\"red\", \"blue\", \"white\", \"silver\", \"black\"))",
"execution_count": 46,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "table(colors)",
"execution_count": 47,
"outputs": [
{
"data": {
"text/plain": "colors\n red blue white silver black \n 5 1 3 4 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "summary(colors)",
"execution_count": 48,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>red</dt>\n\t\t<dd>5</dd>\n\t<dt>blue</dt>\n\t\t<dd>1</dd>\n\t<dt>white</dt>\n\t\t<dd>3</dd>\n\t<dt>silver</dt>\n\t\t<dd>4</dd>\n\t<dt>black</dt>\n\t\t<dd>0</dd>\n</dl>\n",
"text/markdown": "red\n: 5blue\n: 1white\n: 3silver\n: 4black\n: 0\n\n",
"text/latex": "\\begin{description*}\n\\item[red] 5\n\\item[blue] 1\n\\item[white] 3\n\\item[silver] 4\n\\item[black] 0\n\\end{description*}\n",
"text/plain": " red blue white silver black \n 5 1 3 4 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "colors2 <- c(\"red\", \"blue\", \"red\", \"white\", \"silver\", \"red\", \"white\", \"silver\", \"red\", \"red\", \"white\", \"silver\")",
"execution_count": 49,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "table(colors2)",
"execution_count": 50,
"outputs": [
{
"data": {
"text/plain": "colors2\n blue red silver white \n 1 5 3 3 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "summary(colors2)",
"execution_count": 51,
"outputs": [
{
"data": {
"text/plain": " Length Class Mode \n 12 character character "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "car.type <- factor(c(\"saloon\", \"saloon\", \"hatchback\", \"saloon\", \"convertible\", \"hatchback\", \"convertible\",\n \"saloon\", \"hatchback\", \"saloon\", \"saloon\", \"saloon\", \"hatchback\"), levels = c(\"saloon\", \"hatchback\", \"convertible\"))",
"execution_count": 52,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "crosstab <- table(car.type, colors)\ncrosstab",
"execution_count": 53,
"outputs": [
{
"data": {
"text/plain": " colors\ncar.type red blue white silver black\n saloon 2 1 2 2 0\n hatchback 3 0 0 1 0\n convertible 0 0 1 1 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "table(colors, car.type)",
"execution_count": 54,
"outputs": [
{
"data": {
"text/plain": " car.type\ncolors saloon hatchback convertible\n red 2 3 0\n blue 1 0 0\n white 2 0 1\n silver 2 1 1\n black 0 0 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {
"collapsed": true
},
"source": "engine <- ordered(c(\"1.1litre\", \"1.3litre\", \"1.1litre\",\"1.3litre\",\"1.6litre\",\"1.3litre\",\"1.6litre\",\"1.1litre\",\n \"1.3litre\",\"1.1litre\",\"1.1litre\",\"1.3litre\",\"1.3litre\"), \n levels = c(\"1.1litre\",\"1.3litre\",\"1.6litre\"))",
"execution_count": 55,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "engine > \"1.1litre\"",
"execution_count": 56,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>FALSE</li>\n\t<li>FALSE</li>\n\t<li>TRUE</li>\n\t<li>TRUE</li>\n</ol>\n",
"text/markdown": "1. FALSE\n2. TRUE\n3. FALSE\n4. TRUE\n5. TRUE\n6. TRUE\n7. TRUE\n8. FALSE\n9. TRUE\n10. FALSE\n11. FALSE\n12. TRUE\n13. TRUE\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item FALSE\n\\item TRUE\n\\item FALSE\n\\item TRUE\n\\item TRUE\n\\item TRUE\n\\item TRUE\n\\item FALSE\n\\item TRUE\n\\item FALSE\n\\item FALSE\n\\item TRUE\n\\item TRUE\n\\end{enumerate*}\n",
"text/plain": " [1] FALSE TRUE FALSE TRUE TRUE TRUE TRUE FALSE TRUE FALSE FALSE TRUE\n[13] TRUE"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "table(colors[engine > \"1.1litre\"])",
"execution_count": 57,
"outputs": [
{
"data": {
"text/plain": "\n red blue white silver black \n 2 1 2 3 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "table(car.type[engine < \"1.6litre\"])",
"execution_count": 58,
"outputs": [
{
"data": {
"text/plain": "\n saloon hatchback convertible \n 7 4 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "table(colors[car.type == \"hatchback\" & engine >= \"1.3litre\"])",
"execution_count": 59,
"outputs": [
{
"data": {
"text/plain": "\n red blue white silver black \n 2 0 0 1 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "crosstab",
"execution_count": 60,
"outputs": [
{
"data": {
"text/plain": " colors\ncar.type red blue white silver black\n saloon 2 1 2 2 0\n hatchback 3 0 0 1 0\n convertible 0 0 1 1 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "dim(crosstab)",
"execution_count": 61,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>3</li>\n\t<li>5</li>\n</ol>\n",
"text/markdown": "1. 3\n2. 5\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 3\n\\item 5\n\\end{enumerate*}\n",
"text/plain": "[1] 3 5"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "rowSums(crosstab)",
"execution_count": 62,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>saloon</dt>\n\t\t<dd>7</dd>\n\t<dt>hatchback</dt>\n\t\t<dd>4</dd>\n\t<dt>convertible</dt>\n\t\t<dd>2</dd>\n</dl>\n",
"text/markdown": "saloon\n: 7hatchback\n: 4convertible\n: 2\n\n",
"text/latex": "\\begin{description*}\n\\item[saloon] 7\n\\item[hatchback] 4\n\\item[convertible] 2\n\\end{description*}\n",
"text/plain": " saloon hatchback convertible \n 7 4 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "colnames(crosstab)",
"execution_count": 63,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'red'</li>\n\t<li>'blue'</li>\n\t<li>'white'</li>\n\t<li>'silver'</li>\n\t<li>'black'</li>\n</ol>\n",
"text/markdown": "1. 'red'\n2. 'blue'\n3. 'white'\n4. 'silver'\n5. 'black'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'red'\n\\item 'blue'\n\\item 'white'\n\\item 'silver'\n\\item 'black'\n\\end{enumerate*}\n",
"text/plain": "[1] \"red\" \"blue\" \"white\" \"silver\" \"black\" "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "rownames(crosstab)",
"execution_count": 64,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'saloon'</li>\n\t<li>'hatchback'</li>\n\t<li>'convertible'</li>\n</ol>\n",
"text/markdown": "1. 'saloon'\n2. 'hatchback'\n3. 'convertible'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'saloon'\n\\item 'hatchback'\n\\item 'convertible'\n\\end{enumerate*}\n",
"text/plain": "[1] \"saloon\" \"hatchback\" \"convertible\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "apply(crosstab, 1, max)",
"execution_count": 65,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>saloon</dt>\n\t\t<dd>2</dd>\n\t<dt>hatchback</dt>\n\t\t<dd>3</dd>\n\t<dt>convertible</dt>\n\t\t<dd>1</dd>\n</dl>\n",
"text/markdown": "saloon\n: 2hatchback\n: 3convertible\n: 1\n\n",
"text/latex": "\\begin{description*}\n\\item[saloon] 2\n\\item[hatchback] 3\n\\item[convertible] 1\n\\end{description*}\n",
"text/plain": " saloon hatchback convertible \n 2 3 1 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "apply(crosstab, 2, max)",
"execution_count": 66,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>red</dt>\n\t\t<dd>3</dd>\n\t<dt>blue</dt>\n\t\t<dd>1</dd>\n\t<dt>white</dt>\n\t\t<dd>2</dd>\n\t<dt>silver</dt>\n\t\t<dd>2</dd>\n\t<dt>black</dt>\n\t\t<dd>0</dd>\n</dl>\n",
"text/markdown": "red\n: 3blue\n: 1white\n: 2silver\n: 2black\n: 0\n\n",
"text/latex": "\\begin{description*}\n\\item[red] 3\n\\item[blue] 1\n\\item[white] 2\n\\item[silver] 2\n\\item[black] 0\n\\end{description*}\n",
"text/plain": " red blue white silver black \n 3 1 2 2 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "example <- c(2.6, 2.6, 2.6, 1.5, 1.2)\nwhich.max(example)",
"execution_count": 67,
"outputs": [
{
"data": {
"text/html": "1",
"text/markdown": "1",
"text/latex": "1",
"text/plain": "[1] 1"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "apply(crosstab, 1, which.max)",
"execution_count": 68,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>saloon</dt>\n\t\t<dd>1</dd>\n\t<dt>hatchback</dt>\n\t\t<dd>1</dd>\n\t<dt>convertible</dt>\n\t\t<dd>3</dd>\n</dl>\n",
"text/markdown": "saloon\n: 1hatchback\n: 1convertible\n: 3\n\n",
"text/latex": "\\begin{description*}\n\\item[saloon] 1\n\\item[hatchback] 1\n\\item[convertible] 3\n\\end{description*}\n",
"text/plain": " saloon hatchback convertible \n 1 1 3 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "levels(engine)",
"execution_count": 69,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'1.1litre'</li>\n\t<li>'1.3litre'</li>\n\t<li>'1.6litre'</li>\n</ol>\n",
"text/markdown": "1. '1.1litre'\n2. '1.3litre'\n3. '1.6litre'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item '1.1litre'\n\\item '1.3litre'\n\\item '1.6litre'\n\\end{enumerate*}\n",
"text/plain": "[1] \"1.1litre\" \"1.3litre\" \"1.6litre\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "levels(car.type)",
"execution_count": 70,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'saloon'</li>\n\t<li>'hatchback'</li>\n\t<li>'convertible'</li>\n</ol>\n",
"text/markdown": "1. 'saloon'\n2. 'hatchback'\n3. 'convertible'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'saloon'\n\\item 'hatchback'\n\\item 'convertible'\n\\end{enumerate*}\n",
"text/plain": "[1] \"saloon\" \"hatchback\" \"convertible\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "crosstab",
"execution_count": 71,
"outputs": [
{
"data": {
"text/plain": " colors\ncar.type red blue white silver black\n saloon 2 1 2 2 0\n hatchback 3 0 0 1 0\n convertible 0 0 1 1 0"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "which.max(crosstab[,1])",
"execution_count": 75,
"outputs": [
{
"data": {
"text/html": "<strong>hatchback:</strong> 2",
"text/markdown": "**hatchback:** 2",
"text/latex": "\\textbf{hatchback:} 2",
"text/plain": "hatchback \n 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "levels(colors)[which.max(crosstab[,1])]",
"execution_count": 77,
"outputs": [
{
"data": {
"text/html": "'blue'",
"text/markdown": "'blue'",
"text/latex": "'blue'",
"text/plain": "[1] \"blue\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "colnames(crosstab)",
"execution_count": 79,
"outputs": [
{
"data": {
"text/html": "<ol class=list-inline>\n\t<li>'red'</li>\n\t<li>'blue'</li>\n\t<li>'white'</li>\n\t<li>'silver'</li>\n\t<li>'black'</li>\n</ol>\n",
"text/markdown": "1. 'red'\n2. 'blue'\n3. 'white'\n4. 'silver'\n5. 'black'\n\n\n",
"text/latex": "\\begin{enumerate*}\n\\item 'red'\n\\item 'blue'\n\\item 'white'\n\\item 'silver'\n\\item 'black'\n\\end{enumerate*}\n",
"text/plain": "[1] \"red\" \"blue\" \"white\" \"silver\" \"black\" "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "crosstab[,1]",
"execution_count": 80,
"outputs": [
{
"data": {
"text/html": "<dl class=dl-horizontal>\n\t<dt>saloon</dt>\n\t\t<dd>2</dd>\n\t<dt>hatchback</dt>\n\t\t<dd>3</dd>\n\t<dt>convertible</dt>\n\t\t<dd>0</dd>\n</dl>\n",
"text/markdown": "saloon\n: 2hatchback\n: 3convertible\n: 0\n\n",
"text/latex": "\\begin{description*}\n\\item[saloon] 2\n\\item[hatchback] 3\n\\item[convertible] 0\n\\end{description*}\n",
"text/plain": " saloon hatchback convertible \n 2 3 0 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "which.max(crosstab[,1])",
"execution_count": 81,
"outputs": [
{
"data": {
"text/html": "<strong>hatchback:</strong> 2",
"text/markdown": "**hatchback:** 2",
"text/latex": "\\textbf{hatchback:} 2",
"text/plain": "hatchback \n 2 "
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "colnames(crosstab)[which.max(crosstab[,1])]",
"execution_count": 85,
"outputs": [
{
"data": {
"text/html": "'blue'",
"text/markdown": "'blue'",
"text/latex": "'blue'",
"text/plain": "[1] \"blue\""
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": "#### MUST RE-DO self test question 6 pg 33 and then complete other self test questions!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!XXXXXXXXXXXXXXXXXX"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "## Plots"
},
{
"cell_type": "markdown",
"metadata": {},
"source": "### Basic Plot Tools"
},
{
"cell_type": "code",
"metadata": {},
"source": "#the most basic plot is the Scatter plot which creates a graph of two variables that are plotted on the x-axis and the y-axis:\nx1 <- rnorm(100)\ny1 <- rnorm(100)\nplot(x1, y1)",
"execution_count": 87,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#scatter plot with additional parameters: \"col\" which specifies the plot color; and\n# \"pch\" which specifies the plot character or the symbol\nplot (x1, y1, pch = 16, col = \"red\")",
"execution_count": 89,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#line plot: a line plot can be drawn by specifying the \"type\" parameter (type = \"l\"):\nx2 <- seq(0, 2 * pi, len = 100) # a sequence of 100 numbers from 0 to 2 * pi\ny2 <- sin(x2) # the sin of x2\nplot (x2, y2, type = \"l\")",
"execution_count": 95,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#add the line width (lwd) and line color (col) parameters\nplot (x2, y2, type = \"l\", lwd = 3, col = \"red\")",
"execution_count": 98,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#in the following plot, in addition to the above, the y-axis is altered using the ylim parameter;\n#additional points are generated; and\n#those points are plotted\nplot (x2, y2, type = \"l\", lwd = 3, col = \"red\", ylim = c(-1.2, 1.2))\ny2r <- y2 + rnorm(100, 0, 0.1)\npoints(x2, y2r, pch = 16, col = \"darkblue\")",
"execution_count": 99,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#another example with a new parameter \"lty\" which stands for line type\ny4 <- cos(x2)\nplot(x2, y2, type = \"l\", col = \"red\", lwd = 3)\nlines(x2, y4, lty = 3, lwd = 3, col = \"blue\")",
"execution_count": 100,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#polygons: the function \"polygon\" adds a ploygon to a plot\n#\"col\" sets the fill color\n#\"border\" sets the color of the border (default color = black; to remove border, use border = NA)\n#\"mfrow\" is used to combine multiple plots into one row\nx2 <- seq(0, 2 * pi, len = 100)\ny2 <- sin(x2)\ny4 <- cos(x2)\n#specify the plot order\npar(mfrow = c(1, 2))\n#plot #1\nplot(y2, y4)\npolygon(y2, y4, col = \"lightgreen\")\n#plot #2 this time with the \"asp\" parameter to set the aspect ratio of the axes\nplot(y2, y4, asp = 1, type = \"n\")\npolygon(y2,y4, col = \"lightgreen\")\n#reset mfrow\npar(mfrow = c(1,1))",
"execution_count": 104,
"outputs": [
{
"data": {
"image/png": 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"
},
"metadata": {},
"output_type": "display_data"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#Plotting Geographic data using the \"GISTools\" package\n#install GISTools\n#install.packages(\"GISTools\", depend = T)",
"execution_count": 1,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "library(GISTools)",
"execution_count": 2,
"outputs": [
{
"output_type": "stream",
"name": "stderr",
"text": "Loading required package: maptools\nLoading required package: sp\n\nAttaching package: \u2018sp\u2019\n\nThe following object is masked from \u2018package:SparkR\u2019:\n\n over\n\nChecking rgeos availability: TRUE\nLoading required package: RColorBrewer\nLoading required package: MASS\n\nAttaching package: \u2018MASS\u2019\n\nThe following object is masked from \u2018package:SparkR\u2019:\n\n select\n\nLoading required package: rgeos\nrgeos version: 0.3-26, (SVN revision 560)\n GEOS runtime version: 3.3.3-CAPI-1.7.4 \n Linking to sp version: 1.2-1 \n Polygon checking: TRUE \n\n\nAttaching package: \u2018rgeos\u2019\n\nThe following object is masked from \u2018package:SparkR\u2019:\n\n translate\n\n"
}
]
},
{
"cell_type": "code",
"metadata": {},
"source": "#install.packages(\"rgeos\")",
"execution_count": 3,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "library(rgeos)",
"execution_count": 4,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#load dataset\ndata(georgia)",
"execution_count": 5,
"outputs": []
},
{
"cell_type": "code",
"metadata": {},
"source": "#display the georgia.polys dataset\ngeorgia.polys",
"execution_count": 6,
"outputs": [
{
"data": {
"text/html": "<ol>\n\t<li><table>\n<tbody>\n\t<tr><td>1292287</td><td>1075896</td></tr>\n\t<tr><td>1292654</td><td>1075919</td></tr>\n\t<tr><td>1292949</td><td>1075590</td></tr>\n\t<tr><td>1294045</td><td>1075841</td></tr>\n\t<tr><td>1294603</td><td>1075472</td></tr>\n\t<tr><td>1295467</td><td>1075621</td></tr>\n\t<tr><td>1295628</td><td>1074969</td></tr>\n\t<tr><td>1298488</td><td>1075782</td></tr>\n\t<tr><td>1299972</td><td>1075335</td></tr>\n\t<tr><td>1300333</td><td>1076244</td></tr>\n\t<tr><td>1300827</td><td>1076576</td></tr>\n\t<tr><td>1301184</td><td>1076155</td></tr>\n\t<tr><td>1300836</td><td>1075062</td></tr>\n\t<tr><td>1300970</td><td>1074761</td></tr>\n\t<tr><td>1301934</td><td>1074678</td></tr>\n\t<tr><td>1302553</td><td>1074352</td></tr>\n\t<tr><td>1302890</td><td>1074717</td></tr>\n\t<tr><td>1302601</td><td>1075902</td></tr>\n\t<tr><td>1303038</td><td>1076055</td></tr>\n\t<tr><td>1303227</td><td>1075791</td></tr>\n\t<tr><td>1303166</td><td>1075039</td></tr>\n\t<tr><td>1303680</td><td>1074259</td></tr>\n\t<tr><td>1303695</td><td>1072766</td></tr>\n\t<tr><td>1303163</td><td>1072229</td></tr>\n\t<tr><td>1303307</td><td>1071857</td></tr>\n\t<tr><td>1304155</td><td>1072038</td></tr>\n\t<tr><td>1306436</td><td>1070639</td></tr>\n\t<tr><td>1306817</td><td>1070117</td></tr>\n\t<tr><td>1308312</td><td>1069820</td></tr>\n\t<tr><td>1310118</td><td>1068843</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1276687</td><td>1078919</td></tr>\n\t<tr><td>1277227</td><td>1078428</td></tr>\n\t<tr><td>1277994</td><td>1078372</td></tr>\n\t<tr><td>1277471</td><td>1077452</td></tr>\n\t<tr><td>1277611</td><td>1077011</td></tr>\n\t<tr><td>1279008</td><td>1077415</td></tr>\n\t<tr><td>1279482</td><td>1077024</td></tr>\n\t<tr><td>1282793</td><td>1076927</td></tr>\n\t<tr><td>1283672</td><td>1076637</td></tr>\n\t<tr><td>1284164</td><td>1076924</td></tr>\n\t<tr><td>1284202</td><td>1077375</td></tr>\n\t<tr><td>1283397</td><td>1077952</td></tr>\n\t<tr><td>1283462</td><td>1078447</td></tr>\n\t<tr><td>1283969</td><td>1078333</td></tr>\n\t<tr><td>1284877</td><td>1077092</td></tr>\n\t<tr><td>1285147</td><td>1077212</td></tr>\n\t<tr><td>1285624</td><td>1078240</td></tr>\n\t<tr><td>1286098</td><td>1078301</td></tr>\n\t<tr><td>1287004</td><td>1077829</td></tr>\n\t<tr><td>1287702</td><td>1077795</td></tr>\n\t<tr><td>1288152</td><td>1077020</td></tr>\n\t<tr><td>1288497</td><td>1077019</td></tr>\n\t<tr><td>1288747</td><td>1077557</td></tr>\n\t<tr><td>1289059</td><td>1077551</td></tr>\n\t<tr><td>1290223</td><td>1075823</td></tr>\n\t<tr><td>1290586</td><td>1075876</td></tr>\n\t<tr><td>1291114</td><td>1076561</td></tr>\n\t<tr><td>1291466</td><td>1076432</td></tr>\n\t<tr><td>1291748</td><td>1075741</td></tr>\n\t<tr><td>1292287</td><td>1075896</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1263206 </td><td>1009931.3</td></tr>\n\t<tr><td>1264530 </td><td>1000114.3</td></tr>\n\t<tr><td>1263799 </td><td> 999936.9</td></tr>\n\t<tr><td>1263714 </td><td>1000321.5</td></tr>\n\t<tr><td>1263095 </td><td>1000298.7</td></tr>\n\t<tr><td>1262005 </td><td>1001038.1</td></tr>\n\t<tr><td>1261403 </td><td>1000904.1</td></tr>\n\t<tr><td>1261122 </td><td>1001116.9</td></tr>\n\t<tr><td>1260322 </td><td>1000574.2</td></tr>\n\t<tr><td>1259517 </td><td>1000589.5</td></tr>\n\t<tr><td>1257949 </td><td> 999544.6</td></tr>\n\t<tr><td>1258633 </td><td> 993495.0</td></tr>\n\t<tr><td>1259574 </td><td> 993649.9</td></tr>\n\t<tr><td>1262010 </td><td> 989525.0</td></tr>\n\t<tr><td>1233822 </td><td> 985664.2</td></tr>\n\t<tr><td>1226717 </td><td> 984618.7</td></tr>\n\t<tr><td>1226519 </td><td> 984801.9</td></tr>\n\t<tr><td>1226780 </td><td> 984853.1</td></tr>\n\t<tr><td>1226709 </td><td> 985350.1</td></tr>\n\t<tr><td>1226509 </td><td> 985322.9</td></tr>\n\t<tr><td>1226444 </td><td> 985622.7</td></tr>\n\t<tr><td>1226675 </td><td> 985800.8</td></tr>\n\t<tr><td>1226478 </td><td> 985838.1</td></tr>\n\t<tr><td>1226573 </td><td> 986453.0</td></tr>\n\t<tr><td>1226149 </td><td> 986621.3</td></tr>\n\t<tr><td>1226232 </td><td> 986820.6</td></tr>\n\t<tr><td>1226009 </td><td> 986748.9</td></tr>\n\t<tr><td>1225926 </td><td> 987303.1</td></tr>\n\t<tr><td>1225876 </td><td> 987739.1</td></tr>\n\t<tr><td>1226242 </td><td> 988010.3</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1222535</td><td>1000931</td></tr>\n\t<tr><td>1222562</td><td>1001267</td></tr>\n\t<tr><td>1221550</td><td>1002270</td></tr>\n\t<tr><td>1221501</td><td>1002055</td></tr>\n\t<tr><td>1220954</td><td>1002464</td></tr>\n\t<tr><td>1220512</td><td>1001987</td></tr>\n\t<tr><td>1220252</td><td>1002229</td></tr>\n\t<tr><td>1220319</td><td>1002537</td></tr>\n\t<tr><td>1219586</td><td>1002465</td></tr>\n\t<tr><td>1219167</td><td>1002718</td></tr>\n\t<tr><td>1217772</td><td>1004367</td></tr>\n\t<tr><td>1217691</td><td>1005110</td></tr>\n\t<tr><td>1217259</td><td>1005359</td></tr>\n\t<tr><td>1217128</td><td>1006296</td></tr>\n\t<tr><td>1216542</td><td>1006733</td></tr>\n\t<tr><td>1214961</td><td>1007187</td></tr>\n\t<tr><td>1214564</td><td>1007686</td></tr>\n\t<tr><td>1214605</td><td>1008079</td></tr>\n\t<tr><td>1214804</td><td>1008748</td></tr>\n\t<tr><td>1214392</td><td>1009517</td></tr>\n\t<tr><td>1231488</td><td>1011508</td></tr>\n\t<tr><td>1231733</td><td>1009918</td></tr>\n\t<tr><td>1242424</td><td>1011480</td></tr>\n\t<tr><td>1243088</td><td>1011222</td></tr>\n\t<tr><td>1243510</td><td>1009752</td></tr>\n\t<tr><td>1244155</td><td>1008810</td></tr>\n\t<tr><td>1244860</td><td>1008628</td></tr>\n\t<tr><td>1244953</td><td>1008141</td></tr>\n\t<tr><td>1245523</td><td>1007500</td></tr>\n\t<tr><td>1263206</td><td>1009931</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1267843</td><td>1049604</td></tr>\n\t<tr><td>1270202</td><td>1049935</td></tr>\n\t<tr><td>1271306</td><td>1048609</td></tr>\n\t<tr><td>1272213</td><td>1047972</td></tr>\n\t<tr><td>1272824</td><td>1046912</td></tr>\n\t<tr><td>1273726</td><td>1046578</td></tr>\n\t<tr><td>1274136</td><td>1045990</td></tr>\n\t<tr><td>1274912</td><td>1045758</td></tr>\n\t<tr><td>1275205</td><td>1045125</td></tr>\n\t<tr><td>1276017</td><td>1044971</td></tr>\n\t<tr><td>1276293</td><td>1045274</td></tr>\n\t<tr><td>1276686</td><td>1045258</td></tr>\n\t<tr><td>1279324</td><td>1043802</td></tr>\n\t<tr><td>1279560</td><td>1043274</td></tr>\n\t<tr><td>1281264</td><td>1043346</td></tr>\n\t<tr><td>1282670</td><td>1042760</td></tr>\n\t<tr><td>1283743</td><td>1042714</td></tr>\n\t<tr><td>1285542</td><td>1041869</td></tr>\n\t<tr><td>1287005</td><td>1040611</td></tr>\n\t<tr><td>1289581</td><td>1039019</td></tr>\n\t<tr><td>1293331</td><td>1037825</td></tr>\n\t<tr><td>1294776</td><td>1036612</td></tr>\n\t<tr><td>1295828</td><td>1036643</td></tr>\n\t<tr><td>1296515</td><td>1036331</td></tr>\n\t<tr><td>1297450</td><td>1035349</td></tr>\n\t<tr><td>1298269</td><td>1033736</td></tr>\n\t<tr><td>1297062</td><td>1033554</td></tr>\n\t<tr><td>1297323</td><td>1032133</td></tr>\n\t<tr><td>1295758</td><td>1031874</td></tr>\n\t<tr><td>1295961</td><td>1030553</td></tr>\n\t<tr><td>1294672</td><td>1030399</td></tr>\n\t<tr><td>1294856</td><td>1028957</td></tr>\n\t<tr><td>1291982</td><td>1028596</td></tr>\n\t<tr><td>1292368</td><td>1025796</td></tr>\n\t<tr><td>1291020</td><td>1025613</td></tr>\n\t<tr><td>1291182</td><td>1024429</td></tr>\n\t<tr><td>1289785</td><td>1024222</td></tr>\n\t<tr><td>1289983</td><td>1022561</td></tr>\n\t<tr><td>1288628</td><td>1022329</td></tr>\n\t<tr><td>1288826</td><td>1021055</td></tr>\n\t<tr><td>1283529</td><td>1020297</td></tr>\n\t<tr><td>1283699</td><td>1018822</td></tr>\n\t<tr><td>1281927</td><td>1018559</td></tr>\n\t<tr><td>1276254</td><td>1017829</td></tr>\n\t<tr><td>1275840</td><td>1020635</td></tr>\n\t<tr><td>1274676</td><td>1020450</td></tr>\n\t<tr><td>1274170</td><td>1023278</td></tr>\n\t<tr><td>1264527</td><td>1021972</td></tr>\n\t<tr><td>1263257</td><td>1031755</td></tr>\n\t<tr><td>1260244</td><td>1031384</td></tr>\n\t<tr><td>1258555</td><td>1043986</td></tr>\n\t<tr><td>1268455</td><td>1045394</td></tr>\n\t<tr><td>1267843</td><td>1049604</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1120149 </td><td>999391.0</td></tr>\n\t<tr><td>1120164 </td><td>998528.5</td></tr>\n\t<tr><td>1119692 </td><td>997750.4</td></tr>\n\t<tr><td>1119295 </td><td>996321.7</td></tr>\n\t<tr><td>1118798 </td><td>996614.1</td></tr>\n\t<tr><td>1117196 </td><td>995764.1</td></tr>\n\t<tr><td>1116957 </td><td>995271.9</td></tr>\n\t<tr><td>1117390 </td><td>994432.3</td></tr>\n\t<tr><td>1117234 </td><td>993603.8</td></tr>\n\t<tr><td>1116904 </td><td>993506.1</td></tr>\n\t<tr><td>1116738 </td><td>994368.7</td></tr>\n\t<tr><td>1115651 </td><td>993395.8</td></tr>\n\t<tr><td>1115380 </td><td>992609.4</td></tr>\n\t<tr><td>1115413 </td><td>991409.4</td></tr>\n\t<tr><td>1115904 </td><td>989662.6</td></tr>\n\t<tr><td>1115699 </td><td>989367.3</td></tr>\n\t<tr><td>1114773 </td><td>989652.5</td></tr>\n\t<tr><td>1114597 </td><td>989250.4</td></tr>\n\t<tr><td>1113362 </td><td>989114.3</td></tr>\n\t<tr><td>1113224 </td><td>988223.7</td></tr>\n\t<tr><td>1112756 </td><td>987312.9</td></tr>\n\t<tr><td>1112095 </td><td>986973.6</td></tr>\n\t<tr><td>1111750 </td><td>987400.6</td></tr>\n\t<tr><td>1111551 </td><td>986939.1</td></tr>\n\t<tr><td>1110967 </td><td>986503.9</td></tr>\n\t<tr><td>1110565 </td><td>986885.6</td></tr>\n\t<tr><td>1109523 </td><td>987008.4</td></tr>\n\t<tr><td>1109217 </td><td>986487.8</td></tr>\n\t<tr><td>1109439 </td><td>986040.2</td></tr>\n\t<tr><td>1108964 </td><td>985624.7</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1074060 </td><td>986805.9</td></tr>\n\t<tr><td>1073519 </td><td>992976.2</td></tr>\n\t<tr><td>1082137 </td><td>993786.4</td></tr>\n\t<tr><td>1082029 </td><td>994773.5</td></tr>\n\t<tr><td>1083079 </td><td>994852.8</td></tr>\n\t<tr><td>1083162 </td><td>993886.0</td></tr>\n\t<tr><td>1084197 </td><td>993988.5</td></tr>\n\t<tr><td>1084088 </td><td>994935.0</td></tr>\n\t<tr><td>1085111 </td><td>995012.6</td></tr>\n\t<tr><td>1085200 </td><td>994057.4</td></tr>\n\t<tr><td>1086237 </td><td>994113.1</td></tr>\n\t<tr><td>1086347 </td><td>993859.3</td></tr>\n\t<tr><td>1087399 </td><td>993976.6</td></tr>\n\t<tr><td>1087295 </td><td>994811.5</td></tr>\n\t<tr><td>1088126 </td><td>994912.2</td></tr>\n\t<tr><td>1088082 </td><td>995290.7</td></tr>\n\t<tr><td>1089337 </td><td>995437.3</td></tr>\n\t<tr><td>1089204 </td><td>996471.8</td></tr>\n\t<tr><td>1090115 </td><td>996590.2</td></tr>\n\t<tr><td>1090021 </td><td>997309.1</td></tr>\n\t<tr><td>1091073 </td><td>997437.8</td></tr>\n\t<tr><td>1091164 </td><td>996495.8</td></tr>\n\t<tr><td>1092300 </td><td>996638.8</td></tr>\n\t<tr><td>1092365 </td><td>996115.6</td></tr>\n\t<tr><td>1091229 </td><td>995972.7</td></tr>\n\t<tr><td>1091293 </td><td>995430.9</td></tr>\n\t<tr><td>1092994 </td><td>995643.6</td></tr>\n\t<tr><td>1113532 </td><td>998090.2</td></tr>\n\t<tr><td>1113518 </td><td>998617.8</td></tr>\n\t<tr><td>1120149 </td><td>999391.0</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1175513</td><td>1203001</td></tr>\n\t<tr><td>1177004</td><td>1203313</td></tr>\n\t<tr><td>1192290</td><td>1201239</td></tr>\n\t<tr><td>1192624</td><td>1200491</td></tr>\n\t<tr><td>1192486</td><td>1199244</td></tr>\n\t<tr><td>1192144</td><td>1198859</td></tr>\n\t<tr><td>1191599</td><td>1198784</td></tr>\n\t<tr><td>1191435</td><td>1198413</td></tr>\n\t<tr><td>1191799</td><td>1197490</td></tr>\n\t<tr><td>1191732</td><td>1197006</td></tr>\n\t<tr><td>1191428</td><td>1196757</td></tr>\n\t<tr><td>1191695</td><td>1195029</td></tr>\n\t<tr><td>1191338</td><td>1193419</td></tr>\n\t<tr><td>1191566</td><td>1192832</td></tr>\n\t<tr><td>1191769</td><td>1192973</td></tr>\n\t<tr><td>1192398</td><td>1192321</td></tr>\n\t<tr><td>1193063</td><td>1191068</td></tr>\n\t<tr><td>1192891</td><td>1190709</td></tr>\n\t<tr><td>1193516</td><td>1189977</td></tr>\n\t<tr><td>1194804</td><td>1191696</td></tr>\n\t<tr><td>1195774</td><td>1191855</td></tr>\n\t<tr><td>1197498</td><td>1193988</td></tr>\n\t<tr><td>1198248</td><td>1192981</td></tr>\n\t<tr><td>1198485</td><td>1191783</td></tr>\n\t<tr><td>1197777</td><td>1190432</td></tr>\n\t<tr><td>1197876</td><td>1189104</td></tr>\n\t<tr><td>1196924</td><td>1188008</td></tr>\n\t<tr><td>1196916</td><td>1187621</td></tr>\n\t<tr><td>1197552</td><td>1186601</td></tr>\n\t<tr><td>1197961</td><td>1186425</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1163403</td><td>1201157</td></tr>\n\t<tr><td>1163835</td><td>1200830</td></tr>\n\t<tr><td>1165072</td><td>1201416</td></tr>\n\t<tr><td>1165191</td><td>1200911</td></tr>\n\t<tr><td>1165888</td><td>1200451</td></tr>\n\t<tr><td>1166378</td><td>1200590</td></tr>\n\t<tr><td>1166544</td><td>1200078</td></tr>\n\t<tr><td>1167052</td><td>1200239</td></tr>\n\t<tr><td>1167571</td><td>1199881</td></tr>\n\t<tr><td>1167705</td><td>1200122</td></tr>\n\t<tr><td>1167406</td><td>1201087</td></tr>\n\t<tr><td>1167963</td><td>1200985</td></tr>\n\t<tr><td>1168250</td><td>1201185</td></tr>\n\t<tr><td>1169129</td><td>1200329</td></tr>\n\t<tr><td>1169567</td><td>1200228</td></tr>\n\t<tr><td>1169476</td><td>1200502</td></tr>\n\t<tr><td>1169731</td><td>1200548</td></tr>\n\t<tr><td>1170618</td><td>1200119</td></tr>\n\t<tr><td>1170882</td><td>1200514</td></tr>\n\t<tr><td>1170616</td><td>1200778</td></tr>\n\t<tr><td>1170721</td><td>1200993</td></tr>\n\t<tr><td>1171725</td><td>1200501</td></tr>\n\t<tr><td>1171907</td><td>1201234</td></tr>\n\t<tr><td>1171505</td><td>1201646</td></tr>\n\t<tr><td>1171479</td><td>1202022</td></tr>\n\t<tr><td>1171779</td><td>1201808</td></tr>\n\t<tr><td>1172883</td><td>1201919</td></tr>\n\t<tr><td>1173391</td><td>1202767</td></tr>\n\t<tr><td>1173906</td><td>1203142</td></tr>\n\t<tr><td>1175513</td><td>1203001</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1145286</td><td>1342533</td></tr>\n\t<tr><td>1147147</td><td>1339225</td></tr>\n\t<tr><td>1147695</td><td>1335140</td></tr>\n\t<tr><td>1147509</td><td>1333646</td></tr>\n\t<tr><td>1147702</td><td>1327503</td></tr>\n\t<tr><td>1153703</td><td>1321108</td></tr>\n\t<tr><td>1153410</td><td>1319373</td></tr>\n\t<tr><td>1153571</td><td>1318615</td></tr>\n\t<tr><td>1152995</td><td>1318090</td></tr>\n\t<tr><td>1152691</td><td>1316800</td></tr>\n\t<tr><td>1152410</td><td>1316653</td></tr>\n\t<tr><td>1152054</td><td>1315345</td></tr>\n\t<tr><td>1151390</td><td>1314582</td></tr>\n\t<tr><td>1149825</td><td>1314178</td></tr>\n\t<tr><td>1148968</td><td>1313648</td></tr>\n\t<tr><td>1148793</td><td>1313290</td></tr>\n\t<tr><td>1140803</td><td>1319505</td></tr>\n\t<tr><td>1140031</td><td>1318842</td></tr>\n\t<tr><td>1139501</td><td>1319244</td></tr>\n\t<tr><td>1138877</td><td>1318623</td></tr>\n\t<tr><td>1136227</td><td>1318270</td></tr>\n\t<tr><td>1133580</td><td>1317499</td></tr>\n\t<tr><td>1130496</td><td>1319246</td></tr>\n\t<tr><td>1129884</td><td>1320273</td></tr>\n\t<tr><td>1128002</td><td>1321127</td></tr>\n\t<tr><td>1127656</td><td>1321523</td></tr>\n\t<tr><td>1127083</td><td>1322158</td></tr>\n\t<tr><td>1127028</td><td>1322690</td></tr>\n\t<tr><td>1126447</td><td>1322635</td></tr>\n\t<tr><td>1125792</td><td>1322971</td></tr>\n\t<tr><td>1124666</td><td>1324040</td></tr>\n\t<tr><td>1124604</td><td>1325460</td></tr>\n\t<tr><td>1124033</td><td>1327110</td></tr>\n\t<tr><td>1123334</td><td>1327766</td></tr>\n\t<tr><td>1122869</td><td>1327827</td></tr>\n\t<tr><td>1122129</td><td>1328795</td></tr>\n\t<tr><td>1122434</td><td>1329095</td></tr>\n\t<tr><td>1122801</td><td>1330263</td></tr>\n\t<tr><td>1122656</td><td>1331523</td></tr>\n\t<tr><td>1122908</td><td>1332696</td></tr>\n\t<tr><td>1123769</td><td>1333595</td></tr>\n\t<tr><td>1123718</td><td>1334340</td></tr>\n\t<tr><td>1124214</td><td>1334784</td></tr>\n\t<tr><td>1125570</td><td>1335209</td></tr>\n\t<tr><td>1126157</td><td>1336654</td></tr>\n\t<tr><td>1126658</td><td>1337245</td></tr>\n\t<tr><td>1126650</td><td>1338160</td></tr>\n\t<tr><td>1128537</td><td>1339428</td></tr>\n\t<tr><td>1129068</td><td>1340720</td></tr>\n\t<tr><td>1130297</td><td>1342499</td></tr>\n\t<tr><td>1131026</td><td>1343442</td></tr>\n\t<tr><td>1131793</td><td>1343641</td></tr>\n\t<tr><td>1132296</td><td>1344298</td></tr>\n\t<tr><td>1138478</td><td>1344245</td></tr>\n\t<tr><td>1139429</td><td>1344047</td></tr>\n\t<tr><td>1143758</td><td>1343146</td></tr>\n\t<tr><td>1145286</td><td>1342533</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1139961</td><td>1286008</td></tr>\n\t<tr><td>1139952</td><td>1285999</td></tr>\n\t<tr><td>1130886</td><td>1278085</td></tr>\n\t<tr><td>1129920</td><td>1278189</td></tr>\n\t<tr><td>1129514</td><td>1278616</td></tr>\n\t<tr><td>1129171</td><td>1278522</td></tr>\n\t<tr><td>1129027</td><td>1278924</td></tr>\n\t<tr><td>1128000</td><td>1279004</td></tr>\n\t<tr><td>1127192</td><td>1278180</td></tr>\n\t<tr><td>1126265</td><td>1278084</td></tr>\n\t<tr><td>1125722</td><td>1277307</td></tr>\n\t<tr><td>1124949</td><td>1277134</td></tr>\n\t<tr><td>1123702</td><td>1276288</td></tr>\n\t<tr><td>1123414</td><td>1276470</td></tr>\n\t<tr><td>1122574</td><td>1276203</td></tr>\n\t<tr><td>1122021</td><td>1276845</td></tr>\n\t<tr><td>1122117</td><td>1276422</td></tr>\n\t<tr><td>1121763</td><td>1275903</td></tr>\n\t<tr><td>1121165</td><td>1275909</td></tr>\n\t<tr><td>1120652</td><td>1275469</td></tr>\n\t<tr><td>1120252</td><td>1275851</td></tr>\n\t<tr><td>1120354</td><td>1276225</td></tr>\n\t<tr><td>1120087</td><td>1276825</td></tr>\n\t<tr><td>1119636</td><td>1276862</td></tr>\n\t<tr><td>1119191</td><td>1277287</td></tr>\n\t<tr><td>1118977</td><td>1277074</td></tr>\n\t<tr><td>1116690</td><td>1278914</td></tr>\n\t<tr><td>1115973</td><td>1279667</td></tr>\n\t<tr><td>1116023</td><td>1280135</td></tr>\n\t<tr><td>1115122</td><td>1280886</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1123168</td><td>1292761</td></tr>\n\t<tr><td>1123605</td><td>1292955</td></tr>\n\t<tr><td>1123717</td><td>1293749</td></tr>\n\t<tr><td>1124090</td><td>1293720</td></tr>\n\t<tr><td>1124315</td><td>1294155</td></tr>\n\t<tr><td>1124634</td><td>1293677</td></tr>\n\t<tr><td>1125217</td><td>1293924</td></tr>\n\t<tr><td>1125309</td><td>1293236</td></tr>\n\t<tr><td>1125844</td><td>1293340</td></tr>\n\t<tr><td>1125789</td><td>1293862</td></tr>\n\t<tr><td>1126088</td><td>1294086</td></tr>\n\t<tr><td>1126907</td><td>1293548</td></tr>\n\t<tr><td>1127315</td><td>1293715</td></tr>\n\t<tr><td>1127235</td><td>1294076</td></tr>\n\t<tr><td>1127783</td><td>1294261</td></tr>\n\t<tr><td>1128251</td><td>1293594</td></tr>\n\t<tr><td>1128712</td><td>1293551</td></tr>\n\t<tr><td>1129038</td><td>1294166</td></tr>\n\t<tr><td>1129945</td><td>1293740</td></tr>\n\t<tr><td>1130366</td><td>1293627</td></tr>\n\t<tr><td>1131739</td><td>1294099</td></tr>\n\t<tr><td>1132294</td><td>1293183</td></tr>\n\t<tr><td>1132739</td><td>1293335</td></tr>\n\t<tr><td>1133250</td><td>1293046</td></tr>\n\t<tr><td>1134627</td><td>1293498</td></tr>\n\t<tr><td>1134577</td><td>1293778</td></tr>\n\t<tr><td>1135444</td><td>1293742</td></tr>\n\t<tr><td>1135963</td><td>1292864</td></tr>\n\t<tr><td>1136653</td><td>1293004</td></tr>\n\t<tr><td>1139961</td><td>1286008</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1032460.1</td><td>1322798 </td></tr>\n\t<tr><td>1033151.5</td><td>1316415 </td></tr>\n\t<tr><td>1034034.5</td><td>1316521 </td></tr>\n\t<tr><td>1034110.4</td><td>1315591 </td></tr>\n\t<tr><td>1033265.4</td><td>1315501 </td></tr>\n\t<tr><td>1034623.5</td><td>1304759 </td></tr>\n\t<tr><td>1034848.2</td><td>1299447 </td></tr>\n\t<tr><td>1036369.5</td><td>1285593 </td></tr>\n\t<tr><td>1029201.4</td><td>1284895 </td></tr>\n\t<tr><td>1029164.7</td><td>1285220 </td></tr>\n\t<tr><td>1014697.6</td><td>1283529 </td></tr>\n\t<tr><td>1014738.0</td><td>1283106 </td></tr>\n\t<tr><td>1013556.6</td><td>1282956 </td></tr>\n\t<tr><td>1013590.5</td><td>1282589 </td></tr>\n\t<tr><td>1013190.0</td><td>1282542 </td></tr>\n\t<tr><td>1013104.8</td><td>1283353 </td></tr>\n\t<tr><td>1012341.9</td><td>1283253 </td></tr>\n\t<tr><td>1011685.4</td><td>1283187 </td></tr>\n\t<tr><td>1011732.8</td><td>1282697 </td></tr>\n\t<tr><td>1010911.8</td><td>1282624 </td></tr>\n\t<tr><td>1010867.6</td><td>1283080 </td></tr>\n\t<tr><td>1001027.3</td><td>1281978 </td></tr>\n\t<tr><td>1000869.3</td><td>1283483 </td></tr>\n\t<tr><td> 999564.3</td><td>1296521 </td></tr>\n\t<tr><td>1001460.0</td><td>1296714 </td></tr>\n\t<tr><td>1000961.0</td><td>1300912 </td></tr>\n\t<tr><td>1001719.0</td><td>1300992 </td></tr>\n\t<tr><td>1001634.7</td><td>1301779 </td></tr>\n\t<tr><td>1000875.2</td><td>1301700 </td></tr>\n\t<tr><td> 999801.4</td><td>1311573 </td></tr>\n\t<tr><td>1001422.7</td><td>1311757 </td></tr>\n\t<tr><td>1000788.1</td><td>1316790 </td></tr>\n\t<tr><td>1000647.8</td><td>1317865 </td></tr>\n\t<tr><td>1001230.5</td><td>1317939 </td></tr>\n\t<tr><td>1001274.5</td><td>1317350 </td></tr>\n\t<tr><td>1002249.0</td><td>1317454 </td></tr>\n\t<tr><td>1002327.1</td><td>1316078 </td></tr>\n\t<tr><td>1003217.9</td><td>1316209 </td></tr>\n\t<tr><td>1003089.7</td><td>1317642 </td></tr>\n\t<tr><td>1003891.0</td><td>1317747 </td></tr>\n\t<tr><td>1004094.3</td><td>1316267 </td></tr>\n\t<tr><td>1005610.3</td><td>1316423 </td></tr>\n\t<tr><td>1005527.3</td><td>1318075 </td></tr>\n\t<tr><td>1010637.7</td><td>1318633 </td></tr>\n\t<tr><td>1010658.7</td><td>1318377 </td></tr>\n\t<tr><td>1025347.5</td><td>1320136 </td></tr>\n\t<tr><td>1025151.1</td><td>1321967 </td></tr>\n\t<tr><td>1032460.1</td><td>1322798 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1204456</td><td>1056204</td></tr>\n\t<tr><td>1205348</td><td>1055421</td></tr>\n\t<tr><td>1206102</td><td>1055294</td></tr>\n\t<tr><td>1206600</td><td>1054761</td></tr>\n\t<tr><td>1207069</td><td>1054724</td></tr>\n\t<tr><td>1207171</td><td>1053973</td></tr>\n\t<tr><td>1208836</td><td>1054117</td></tr>\n\t<tr><td>1209143</td><td>1053183</td></tr>\n\t<tr><td>1208372</td><td>1053330</td></tr>\n\t<tr><td>1209512</td><td>1052642</td></tr>\n\t<tr><td>1210691</td><td>1052992</td></tr>\n\t<tr><td>1211298</td><td>1052806</td></tr>\n\t<tr><td>1211515</td><td>1053142</td></tr>\n\t<tr><td>1211113</td><td>1053118</td></tr>\n\t<tr><td>1211112</td><td>1053542</td></tr>\n\t<tr><td>1211552</td><td>1053932</td></tr>\n\t<tr><td>1211535</td><td>1053407</td></tr>\n\t<tr><td>1211957</td><td>1053373</td></tr>\n\t<tr><td>1212371</td><td>1052834</td></tr>\n\t<tr><td>1213249</td><td>1052875</td></tr>\n\t<tr><td>1213269</td><td>1053382</td></tr>\n\t<tr><td>1213483</td><td>1053472</td></tr>\n\t<tr><td>1213876</td><td>1052422</td></tr>\n\t<tr><td>1214178</td><td>1052244</td></tr>\n\t<tr><td>1214450</td><td>1052482</td></tr>\n\t<tr><td>1215002</td><td>1052425</td></tr>\n\t<tr><td>1215278</td><td>1051932</td></tr>\n\t<tr><td>1215677</td><td>1051983</td></tr>\n\t<tr><td>1216925</td><td>1051357</td></tr>\n\t<tr><td>1218275</td><td>1051648</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1223841</td><td>1039205</td></tr>\n\t<tr><td>1207105</td><td>1037496</td></tr>\n\t<tr><td>1207441</td><td>1034536</td></tr>\n\t<tr><td>1199060</td><td>1033694</td></tr>\n\t<tr><td>1198746</td><td>1036529</td></tr>\n\t<tr><td>1193123</td><td>1035865</td></tr>\n\t<tr><td>1192027</td><td>1044255</td></tr>\n\t<tr><td>1190664</td><td>1044072</td></tr>\n\t<tr><td>1190495</td><td>1045475</td></tr>\n\t<tr><td>1187656</td><td>1045140</td></tr>\n\t<tr><td>1187796</td><td>1043717</td></tr>\n\t<tr><td>1180061</td><td>1042800</td></tr>\n\t<tr><td>1179695</td><td>1044760</td></tr>\n\t<tr><td>1179112</td><td>1045246</td></tr>\n\t<tr><td>1179171</td><td>1046057</td></tr>\n\t<tr><td>1178941</td><td>1046654</td></tr>\n\t<tr><td>1178323</td><td>1046943</td></tr>\n\t<tr><td>1178161</td><td>1047515</td></tr>\n\t<tr><td>1177361</td><td>1048160</td></tr>\n\t<tr><td>1177138</td><td>1049108</td></tr>\n\t<tr><td>1176671</td><td>1049762</td></tr>\n\t<tr><td>1176754</td><td>1050501</td></tr>\n\t<tr><td>1175999</td><td>1050962</td></tr>\n\t<tr><td>1176218</td><td>1052342</td></tr>\n\t<tr><td>1201304</td><td>1055402</td></tr>\n\t<tr><td>1201708</td><td>1055625</td></tr>\n\t<tr><td>1201815</td><td>1055994</td></tr>\n\t<tr><td>1203201</td><td>1056173</td></tr>\n\t<tr><td>1203862</td><td>1056566</td></tr>\n\t<tr><td>1204456</td><td>1056204</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1213059</td><td>1015141</td></tr>\n\t<tr><td>1213172</td><td>1014864</td></tr>\n\t<tr><td>1212754</td><td>1013757</td></tr>\n\t<tr><td>1212907</td><td>1013346</td></tr>\n\t<tr><td>1213424</td><td>1013220</td></tr>\n\t<tr><td>1214131</td><td>1012094</td></tr>\n\t<tr><td>1214148</td><td>1011440</td></tr>\n\t<tr><td>1214628</td><td>1010674</td></tr>\n\t<tr><td>1214306</td><td>1010160</td></tr>\n\t<tr><td>1214392</td><td>1009517</td></tr>\n\t<tr><td>1214804</td><td>1008748</td></tr>\n\t<tr><td>1214605</td><td>1008079</td></tr>\n\t<tr><td>1214564</td><td>1007686</td></tr>\n\t<tr><td>1214961</td><td>1007187</td></tr>\n\t<tr><td>1216542</td><td>1006733</td></tr>\n\t<tr><td>1217128</td><td>1006296</td></tr>\n\t<tr><td>1217259</td><td>1005359</td></tr>\n\t<tr><td>1217691</td><td>1005110</td></tr>\n\t<tr><td>1217772</td><td>1004367</td></tr>\n\t<tr><td>1219167</td><td>1002718</td></tr>\n\t<tr><td>1219586</td><td>1002465</td></tr>\n\t<tr><td>1220319</td><td>1002537</td></tr>\n\t<tr><td>1220252</td><td>1002229</td></tr>\n\t<tr><td>1220512</td><td>1001987</td></tr>\n\t<tr><td>1220954</td><td>1002464</td></tr>\n\t<tr><td>1221501</td><td>1002055</td></tr>\n\t<tr><td>1221550</td><td>1002270</td></tr>\n\t<tr><td>1222562</td><td>1001267</td></tr>\n\t<tr><td>1222535</td><td>1000931</td></tr>\n\t<tr><td>1222684</td><td>1001047</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1197449 </td><td> 988322.7</td></tr>\n\t<tr><td>1195696 </td><td> 987744.0</td></tr>\n\t<tr><td>1194185 </td><td> 988281.7</td></tr>\n\t<tr><td>1193558 </td><td> 988622.4</td></tr>\n\t<tr><td>1193338 </td><td> 989153.7</td></tr>\n\t<tr><td>1191881 </td><td> 990113.9</td></tr>\n\t<tr><td>1191072 </td><td> 991363.9</td></tr>\n\t<tr><td>1190742 </td><td> 991358.8</td></tr>\n\t<tr><td>1189735 </td><td> 992119.4</td></tr>\n\t<tr><td>1189066 </td><td> 991855.4</td></tr>\n\t<tr><td>1188395 </td><td> 992856.4</td></tr>\n\t<tr><td>1188386 </td><td> 993878.6</td></tr>\n\t<tr><td>1187871 </td><td> 994260.0</td></tr>\n\t<tr><td>1188054 </td><td> 995364.1</td></tr>\n\t<tr><td>1187860 </td><td> 995703.6</td></tr>\n\t<tr><td>1188233 </td><td> 996313.6</td></tr>\n\t<tr><td>1187811 </td><td> 998026.6</td></tr>\n\t<tr><td>1188171 </td><td> 998150.0</td></tr>\n\t<tr><td>1187994 </td><td> 999619.6</td></tr>\n\t<tr><td>1189395 </td><td> 999727.5</td></tr>\n\t<tr><td>1189217 </td><td>1001129.6</td></tr>\n\t<tr><td>1190638 </td><td>1001375.3</td></tr>\n\t<tr><td>1190485 </td><td>1002778.1</td></tr>\n\t<tr><td>1191848 </td><td>1002908.2</td></tr>\n\t<tr><td>1191681 </td><td>1004259.0</td></tr>\n\t<tr><td>1193017 </td><td>1004466.0</td></tr>\n\t<tr><td>1192204 </td><td>1011544.2</td></tr>\n\t<tr><td>1195037 </td><td>1011934.5</td></tr>\n\t<tr><td>1194934 </td><td>1013133.7</td></tr>\n\t<tr><td>1213059 </td><td>1015141.2</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1123543</td><td>1158024</td></tr>\n\t<tr><td>1130095</td><td>1164352</td></tr>\n\t<tr><td>1133489</td><td>1166706</td></tr>\n\t<tr><td>1137617</td><td>1170691</td></tr>\n\t<tr><td>1137047</td><td>1170627</td></tr>\n\t<tr><td>1136997</td><td>1171185</td></tr>\n\t<tr><td>1136669</td><td>1171147</td></tr>\n\t<tr><td>1136629</td><td>1171417</td></tr>\n\t<tr><td>1138791</td><td>1171745</td></tr>\n\t<tr><td>1139341</td><td>1171526</td></tr>\n\t<tr><td>1139851</td><td>1170891</td></tr>\n\t<tr><td>1139820</td><td>1170314</td></tr>\n\t<tr><td>1140677</td><td>1167921</td></tr>\n\t<tr><td>1142300</td><td>1166797</td></tr>\n\t<tr><td>1143938</td><td>1166332</td></tr>\n\t<tr><td>1144528</td><td>1165183</td></tr>\n\t<tr><td>1150098</td><td>1165912</td></tr>\n\t<tr><td>1152236</td><td>1163638</td></tr>\n\t<tr><td>1153331</td><td>1165155</td></tr>\n\t<tr><td>1157671</td><td>1161670</td></tr>\n\t<tr><td>1158236</td><td>1162395</td></tr>\n\t<tr><td>1158528</td><td>1162172</td></tr>\n\t<tr><td>1161048</td><td>1160163</td></tr>\n\t<tr><td>1160457</td><td>1159451</td></tr>\n\t<tr><td>1160596</td><td>1159304</td></tr>\n\t<tr><td>1160335</td><td>1158646</td></tr>\n\t<tr><td>1161039</td><td>1158036</td></tr>\n\t<tr><td>1160656</td><td>1157522</td></tr>\n\t<tr><td>1160369</td><td>1157711</td></tr>\n\t<tr><td>1154062</td><td>1149593</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1137325</td><td>1144856</td></tr>\n\t<tr><td>1136536</td><td>1144625</td></tr>\n\t<tr><td>1135733</td><td>1145252</td></tr>\n\t<tr><td>1135146</td><td>1145136</td></tr>\n\t<tr><td>1134580</td><td>1145592</td></tr>\n\t<tr><td>1133911</td><td>1145477</td></tr>\n\t<tr><td>1133014</td><td>1146149</td></tr>\n\t<tr><td>1132499</td><td>1146213</td></tr>\n\t<tr><td>1131833</td><td>1146951</td></tr>\n\t<tr><td>1131432</td><td>1146944</td></tr>\n\t<tr><td>1130973</td><td>1147384</td></tr>\n\t<tr><td>1130502</td><td>1148117</td></tr>\n\t<tr><td>1130593</td><td>1148400</td></tr>\n\t<tr><td>1129373</td><td>1149775</td></tr>\n\t<tr><td>1129019</td><td>1149796</td></tr>\n\t<tr><td>1128788</td><td>1150165</td></tr>\n\t<tr><td>1128548</td><td>1149883</td></tr>\n\t<tr><td>1128430</td><td>1150110</td></tr>\n\t<tr><td>1128695</td><td>1150489</td></tr>\n\t<tr><td>1128101</td><td>1151114</td></tr>\n\t<tr><td>1128192</td><td>1151585</td></tr>\n\t<tr><td>1127684</td><td>1151786</td></tr>\n\t<tr><td>1127577</td><td>1152434</td></tr>\n\t<tr><td>1127117</td><td>1152461</td></tr>\n\t<tr><td>1127207</td><td>1152729</td></tr>\n\t<tr><td>1126286</td><td>1153408</td></tr>\n\t<tr><td>1125548</td><td>1153589</td></tr>\n\t<tr><td>1125238</td><td>1154639</td></tr>\n\t<tr><td>1123870</td><td>1154870</td></tr>\n\t<tr><td>1123543</td><td>1158024</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n\t<tr><td>1199421</td><td>1120201</td></tr>\n\t<tr><td>1195803</td><td>1123025</td></tr>\n\t<tr><td>1185260</td><td>1109160</td></tr>\n\t<tr><td>1187452</td><td>1107469</td></tr>\n\t<tr><td>1183568</td><td>1102418</td></tr>\n\t<tr><td>1182828</td><td>1102963</td></tr>\n\t<tr><td>1182270</td><td>1102204</td></tr>\n\t<tr><td>1182955</td><td>1101668</td></tr>\n\t<tr><td>1182398</td><td>1100948</td></tr>\n\t<tr><td>1166451</td><td>1113371</td></tr>\n\t<tr><td>1167655</td><td>1113874</td></tr>\n\t<tr><td>1167613</td><td>1115356</td></tr>\n\t<tr><td>1167325</td><td>1115761</td></tr>\n\t<tr><td>1167549</td><td>1116155</td></tr>\n\t<tr><td>1166987</td><td>1116259</td></tr>\n\t<tr><td>1167041</td><td>1116502</td></tr>\n\t<tr><td>1166615</td><td>1116865</td></tr>\n\t<tr><td>1166829</td><td>1117797</td></tr>\n\t<tr><td>1165816</td><td>1118423</td></tr>\n\t<tr><td>1165720</td><td>1118968</td></tr>\n\t<tr><td>1173305</td><td>1124850</td></tr>\n\t<tr><td>1172939</td><td>1125533</td></tr>\n\t<tr><td>1173696</td><td>1126005</td></tr>\n\t<tr><td>1174085</td><td>1125461</td></tr>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1347952 </td><td>1018532.6</td></tr>\n\t<tr><td>1348302 </td><td>1014925.0</td></tr>\n\t<tr><td>1348082 </td><td>1013999.3</td></tr>\n\t<tr><td>1347279 </td><td>1012956.8</td></tr>\n\t<tr><td>1346895 </td><td>1007469.7</td></tr>\n\t<tr><td>1346637 </td><td>1006428.6</td></tr>\n\t<tr><td>1346780 </td><td>1003881.3</td></tr>\n\t<tr><td>1346332 </td><td>1001040.9</td></tr>\n\t<tr><td>1345784 </td><td>1000474.7</td></tr>\n\t<tr><td>1345970 </td><td> 999749.2</td></tr>\n\t<tr><td>1346529 </td><td> 999676.0</td></tr>\n\t<tr><td>1347353 </td><td>1000396.3</td></tr>\n\t<tr><td>1345598 </td><td> 998173.5</td></tr>\n\t<tr><td>1345469 </td><td> 997452.2</td></tr>\n\t<tr><td>1344360 </td><td> 997873.1</td></tr>\n\t<tr><td>1343013 </td><td> 996083.0</td></tr>\n\t<tr><td>1342107 </td><td> 993698.1</td></tr>\n\t<tr><td>1342123 </td><td> 992697.6</td></tr>\n\t<tr><td>1341555 </td><td> 991429.0</td></tr>\n\t<tr><td>1337786 </td><td> 990963.5</td></tr>\n\t<tr><td>1336941 </td><td> 991062.0</td></tr>\n\t<tr><td>1335011 </td><td> 990422.2</td></tr>\n\t<tr><td>1334732 </td><td> 990183.6</td></tr>\n\t<tr><td>1334869 </td><td> 989994.1</td></tr>\n\t<tr><td>1334529 </td><td> 990107.5</td></tr>\n\t<tr><td>1334349 </td><td> 989727.0</td></tr>\n\t<tr><td>1334081 </td><td> 989694.4</td></tr>\n\t<tr><td>1334288 </td><td> 989426.5</td></tr>\n\t<tr><td>1333900 </td><td> 989255.9</td></tr>\n\t<tr><td>1333914 </td><td> 988437.6</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1320884</td><td>1008241</td></tr>\n\t<tr><td>1320963</td><td>1008624</td></tr>\n\t<tr><td>1321549</td><td>1008438</td></tr>\n\t<tr><td>1321574</td><td>1008890</td></tr>\n\t<tr><td>1322425</td><td>1008843</td></tr>\n\t<tr><td>1322382</td><td>1008550</td></tr>\n\t<tr><td>1322756</td><td>1008925</td></tr>\n\t<tr><td>1323000</td><td>1008724</td></tr>\n\t<tr><td>1322941</td><td>1009790</td></tr>\n\t<tr><td>1323353</td><td>1009684</td></tr>\n\t<tr><td>1323322</td><td>1010063</td></tr>\n\t<tr><td>1323702</td><td>1010208</td></tr>\n\t<tr><td>1323853</td><td>1012429</td></tr>\n\t<tr><td>1322616</td><td>1012637</td></tr>\n\t<tr><td>1321760</td><td>1013276</td></tr>\n\t<tr><td>1321645</td><td>1013790</td></tr>\n\t<tr><td>1320942</td><td>1014207</td></tr>\n\t<tr><td>1319861</td><td>1016009</td></tr>\n\t<tr><td>1319504</td><td>1016070</td></tr>\n\t<tr><td>1319014</td><td>1017242</td></tr>\n\t<tr><td>1318446</td><td>1017718</td></tr>\n\t<tr><td>1318533</td><td>1018538</td></tr>\n\t<tr><td>1318243</td><td>1018971</td></tr>\n\t<tr><td>1319262</td><td>1018320</td></tr>\n\t<tr><td>1329724</td><td>1017587</td></tr>\n\t<tr><td>1336838</td><td>1019617</td></tr>\n\t<tr><td>1340871</td><td>1021271</td></tr>\n\t<tr><td>1344636</td><td>1020024</td></tr>\n\t<tr><td>1345158</td><td>1019435</td></tr>\n\t<tr><td>1347952</td><td>1018533</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1163881 </td><td>959838.1</td></tr>\n\t<tr><td>1179257 </td><td>961414.0</td></tr>\n\t<tr><td>1178518 </td><td>966284.2</td></tr>\n\t<tr><td>1179108 </td><td>965799.2</td></tr>\n\t<tr><td>1179011 </td><td>965622.0</td></tr>\n\t<tr><td>1180580 </td><td>964623.4</td></tr>\n\t<tr><td>1181248 </td><td>963868.8</td></tr>\n\t<tr><td>1182126 </td><td>963722.4</td></tr>\n\t<tr><td>1182758 </td><td>964018.9</td></tr>\n\t<tr><td>1183205 </td><td>963862.0</td></tr>\n\t<tr><td>1183492 </td><td>964372.5</td></tr>\n\t<tr><td>1185322 </td><td>963827.4</td></tr>\n\t<tr><td>1185666 </td><td>964427.6</td></tr>\n\t<tr><td>1186046 </td><td>964212.6</td></tr>\n\t<tr><td>1186511 </td><td>963537.0</td></tr>\n\t<tr><td>1186418 </td><td>963131.5</td></tr>\n\t<tr><td>1186907 </td><td>963024.2</td></tr>\n\t<tr><td>1186908 </td><td>962723.7</td></tr>\n\t<tr><td>1188569 </td><td>962433.4</td></tr>\n\t<tr><td>1188844 </td><td>962115.0</td></tr>\n\t<tr><td>1189351 </td><td>962231.3</td></tr>\n\t<tr><td>1189026 </td><td>961933.5</td></tr>\n\t<tr><td>1189076 </td><td>961634.4</td></tr>\n\t<tr><td>1189648 </td><td>961153.1</td></tr>\n\t<tr><td>1189683 </td><td>960887.7</td></tr>\n\t<tr><td>1189465 </td><td>960843.3</td></tr>\n\t<tr><td>1189955 </td><td>960286.5</td></tr>\n\t<tr><td>1190075 </td><td>959729.7</td></tr>\n\t<tr><td>1191010 </td><td>959009.8</td></tr>\n\t<tr><td>1190953 </td><td>958529.4</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1196128 </td><td>925685.3</td></tr>\n\t<tr><td>1196591 </td><td>925713.5</td></tr>\n\t<tr><td>1196990 </td><td>925037.3</td></tr>\n\t<tr><td>1197814 </td><td>925164.9</td></tr>\n\t<tr><td>1198559 </td><td>924986.6</td></tr>\n\t<tr><td>1198633 </td><td>925348.3</td></tr>\n\t<tr><td>1198814 </td><td>925298.0</td></tr>\n\t<tr><td>1199325 </td><td>924374.6</td></tr>\n\t<tr><td>1199123 </td><td>924180.8</td></tr>\n\t<tr><td>1199509 </td><td>923818.5</td></tr>\n\t<tr><td>1200527 </td><td>923959.2</td></tr>\n\t<tr><td>1201268 </td><td>924345.6</td></tr>\n\t<tr><td>1201797 </td><td>923809.7</td></tr>\n\t<tr><td>1201623 </td><td>923316.8</td></tr>\n\t<tr><td>1202187 </td><td>923373.8</td></tr>\n\t<tr><td>1203398 </td><td>922918.5</td></tr>\n\t<tr><td>1203977 </td><td>922391.9</td></tr>\n\t<tr><td>1204679 </td><td>922737.8</td></tr>\n\t<tr><td>1204592 </td><td>922317.9</td></tr>\n\t<tr><td>1204962 </td><td>921984.8</td></tr>\n\t<tr><td>1205138 </td><td>921132.9</td></tr>\n\t<tr><td>1204659 </td><td>920850.0</td></tr>\n\t<tr><td>1205573 </td><td>920436.4</td></tr>\n\t<tr><td>1181233 </td><td>918774.7</td></tr>\n\t<tr><td>1168595 </td><td>917926.4</td></tr>\n\t<tr><td>1167533 </td><td>927154.0</td></tr>\n\t<tr><td>1167842 </td><td>927195.6</td></tr>\n\t<tr><td>1167746 </td><td>928105.7</td></tr>\n\t<tr><td>1166601 </td><td>935407.1</td></tr>\n\t<tr><td>1163881 </td><td>959838.1</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1360177</td><td>1123085</td></tr>\n\t<tr><td>1360720</td><td>1122242</td></tr>\n\t<tr><td>1361011</td><td>1122406</td></tr>\n\t<tr><td>1360864</td><td>1122075</td></tr>\n\t<tr><td>1361293</td><td>1121788</td></tr>\n\t<tr><td>1361334</td><td>1121443</td></tr>\n\t<tr><td>1361016</td><td>1121251</td></tr>\n\t<tr><td>1361391</td><td>1120684</td></tr>\n\t<tr><td>1361141</td><td>1120513</td></tr>\n\t<tr><td>1361817</td><td>1120391</td></tr>\n\t<tr><td>1362049</td><td>1119848</td></tr>\n\t<tr><td>1362515</td><td>1120170</td></tr>\n\t<tr><td>1362824</td><td>1119732</td></tr>\n\t<tr><td>1362541</td><td>1118365</td></tr>\n\t<tr><td>1363017</td><td>1117508</td></tr>\n\t<tr><td>1363548</td><td>1117298</td></tr>\n\t<tr><td>1363073</td><td>1116995</td></tr>\n\t<tr><td>1363239</td><td>1116284</td></tr>\n\t<tr><td>1363488</td><td>1116258</td></tr>\n\t<tr><td>1363476</td><td>1115527</td></tr>\n\t<tr><td>1363762</td><td>1115579</td></tr>\n\t<tr><td>1363826</td><td>1115352</td></tr>\n\t<tr><td>1363859</td><td>1114623</td></tr>\n\t<tr><td>1363596</td><td>1114536</td></tr>\n\t<tr><td>1364210</td><td>1113992</td></tr>\n\t<tr><td>1364263</td><td>1113566</td></tr>\n\t<tr><td>1364400</td><td>1113751</td></tr>\n\t<tr><td>1364906</td><td>1113528</td></tr>\n\t<tr><td>1364744</td><td>1113187</td></tr>\n\t<tr><td>1364986</td><td>1112825</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1340689</td><td>1101264</td></tr>\n\t<tr><td>1339841</td><td>1101391</td></tr>\n\t<tr><td>1339115</td><td>1102500</td></tr>\n\t<tr><td>1338632</td><td>1102434</td></tr>\n\t<tr><td>1338302</td><td>1102774</td></tr>\n\t<tr><td>1337737</td><td>1102446</td></tr>\n\t<tr><td>1336895</td><td>1102762</td></tr>\n\t<tr><td>1336762</td><td>1102352</td></tr>\n\t<tr><td>1336515</td><td>1102339</td></tr>\n\t<tr><td>1335619</td><td>1102845</td></tr>\n\t<tr><td>1335624</td><td>1103259</td></tr>\n\t<tr><td>1335222</td><td>1102906</td></tr>\n\t<tr><td>1334122</td><td>1103690</td></tr>\n\t<tr><td>1333515</td><td>1103445</td></tr>\n\t<tr><td>1332721</td><td>1103494</td></tr>\n\t<tr><td>1332577</td><td>1103911</td></tr>\n\t<tr><td>1332855</td><td>1104301</td></tr>\n\t<tr><td>1332478</td><td>1104288</td></tr>\n\t<tr><td>1332510</td><td>1104624</td></tr>\n\t<tr><td>1331832</td><td>1104677</td></tr>\n\t<tr><td>1332047</td><td>1105062</td></tr>\n\t<tr><td>1331559</td><td>1105056</td></tr>\n\t<tr><td>1331346</td><td>1105838</td></tr>\n\t<tr><td>1330923</td><td>1106232</td></tr>\n\t<tr><td>1330321</td><td>1106211</td></tr>\n\t<tr><td>1330202</td><td>1107239</td></tr>\n\t<tr><td>1329730</td><td>1107757</td></tr>\n\t<tr><td>1329576</td><td>1108384</td></tr>\n\t<tr><td>1343529</td><td>1114706</td></tr>\n\t<tr><td>1360177</td><td>1123085</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1315860</td><td>1162339</td></tr>\n\t<tr><td>1316107</td><td>1162718</td></tr>\n\t<tr><td>1316888</td><td>1162962</td></tr>\n\t<tr><td>1317934</td><td>1162354</td></tr>\n\t<tr><td>1318723</td><td>1162576</td></tr>\n\t<tr><td>1319103</td><td>1162248</td></tr>\n\t<tr><td>1319388</td><td>1162322</td></tr>\n\t<tr><td>1319784</td><td>1161963</td></tr>\n\t<tr><td>1319531</td><td>1161605</td></tr>\n\t<tr><td>1320123</td><td>1160996</td></tr>\n\t<tr><td>1319840</td><td>1160775</td></tr>\n\t<tr><td>1320300</td><td>1160490</td></tr>\n\t<tr><td>1320744</td><td>1160709</td></tr>\n\t<tr><td>1321142</td><td>1160153</td></tr>\n\t<tr><td>1321707</td><td>1159958</td></tr>\n\t<tr><td>1321692</td><td>1159401</td></tr>\n\t<tr><td>1322683</td><td>1158668</td></tr>\n\t<tr><td>1323024</td><td>1158937</td></tr>\n\t<tr><td>1324031</td><td>1158083</td></tr>\n\t<tr><td>1324067</td><td>1158290</td></tr>\n\t<tr><td>1324619</td><td>1158355</td></tr>\n\t<tr><td>1324657</td><td>1158033</td></tr>\n\t<tr><td>1325069</td><td>1157803</td></tr>\n\t<tr><td>1325252</td><td>1158003</td></tr>\n\t<tr><td>1325575</td><td>1157293</td></tr>\n\t<tr><td>1325930</td><td>1157290</td></tr>\n\t<tr><td>1326339</td><td>1156855</td></tr>\n\t<tr><td>1326849</td><td>1156881</td></tr>\n\t<tr><td>1326832</td><td>1156299</td></tr>\n\t<tr><td>1327368</td><td>1155628</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1320549</td><td>1118644</td></tr>\n\t<tr><td>1320343</td><td>1118923</td></tr>\n\t<tr><td>1319483</td><td>1119137</td></tr>\n\t<tr><td>1319125</td><td>1119512</td></tr>\n\t<tr><td>1317273</td><td>1120335</td></tr>\n\t<tr><td>1314887</td><td>1119942</td></tr>\n\t<tr><td>1311737</td><td>1118571</td></tr>\n\t<tr><td>1310843</td><td>1119138</td></tr>\n\t<tr><td>1310484</td><td>1118487</td></tr>\n\t<tr><td>1310313</td><td>1118604</td></tr>\n\t<tr><td>1311121</td><td>1120739</td></tr>\n\t<tr><td>1311065</td><td>1122972</td></tr>\n\t<tr><td>1312563</td><td>1135446</td></tr>\n\t<tr><td>1310744</td><td>1136118</td></tr>\n\t<tr><td>1310232</td><td>1137472</td></tr>\n\t<tr><td>1308940</td><td>1138290</td></tr>\n\t<tr><td>1308440</td><td>1138900</td></tr>\n\t<tr><td>1307911</td><td>1139022</td></tr>\n\t<tr><td>1307554</td><td>1140183</td></tr>\n\t<tr><td>1306535</td><td>1140695</td></tr>\n\t<tr><td>1306176</td><td>1141685</td></tr>\n\t<tr><td>1306282</td><td>1142484</td></tr>\n\t<tr><td>1305511</td><td>1144104</td></tr>\n\t<tr><td>1305934</td><td>1144632</td></tr>\n\t<tr><td>1305910</td><td>1145333</td></tr>\n\t<tr><td>1306107</td><td>1145552</td></tr>\n\t<tr><td>1300215</td><td>1147556</td></tr>\n\t<tr><td>1300262</td><td>1149412</td></tr>\n\t<tr><td>1301756</td><td>1155462</td></tr>\n\t<tr><td>1315860</td><td>1162339</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1304940</td><td>1228223</td></tr>\n\t<tr><td>1305548</td><td>1227660</td></tr>\n\t<tr><td>1307061</td><td>1226939</td></tr>\n\t<tr><td>1307467</td><td>1226480</td></tr>\n\t<tr><td>1309244</td><td>1226059</td></tr>\n\t<tr><td>1309547</td><td>1225100</td></tr>\n\t<tr><td>1309833</td><td>1224883</td></tr>\n\t<tr><td>1311942</td><td>1224873</td></tr>\n\t<tr><td>1312381</td><td>1225380</td></tr>\n\t<tr><td>1311923</td><td>1226236</td></tr>\n\t<tr><td>1312558</td><td>1226377</td></tr>\n\t<tr><td>1313167</td><td>1225939</td></tr>\n\t<tr><td>1313840</td><td>1224527</td></tr>\n\t<tr><td>1314469</td><td>1224080</td></tr>\n\t<tr><td>1314288</td><td>1223048</td></tr>\n\t<tr><td>1313747</td><td>1222662</td></tr>\n\t<tr><td>1314030</td><td>1221778</td></tr>\n\t<tr><td>1313354</td><td>1221914</td></tr>\n\t<tr><td>1314602</td><td>1219663</td></tr>\n\t<tr><td>1315745</td><td>1218673</td></tr>\n\t<tr><td>1316318</td><td>1218478</td></tr>\n\t<tr><td>1316624</td><td>1218005</td></tr>\n\t<tr><td>1320635</td><td>1215789</td></tr>\n\t<tr><td>1321339</td><td>1215907</td></tr>\n\t<tr><td>1323024</td><td>1215621</td></tr>\n\t<tr><td>1325094</td><td>1214965</td></tr>\n\t<tr><td>1326439</td><td>1214142</td></tr>\n\t<tr><td>1327055</td><td>1214100</td></tr>\n\t<tr><td>1329299</td><td>1214713</td></tr>\n\t<tr><td>1329930</td><td>1214106</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1270376</td><td>1221274</td></tr>\n\t<tr><td>1269551</td><td>1221393</td></tr>\n\t<tr><td>1269476</td><td>1222049</td></tr>\n\t<tr><td>1268836</td><td>1222687</td></tr>\n\t<tr><td>1268493</td><td>1223452</td></tr>\n\t<tr><td>1267336</td><td>1224499</td></tr>\n\t<tr><td>1266564</td><td>1224805</td></tr>\n\t<tr><td>1274784</td><td>1229359</td></tr>\n\t<tr><td>1275645</td><td>1229258</td></tr>\n\t<tr><td>1276320</td><td>1228333</td></tr>\n\t<tr><td>1276885</td><td>1228051</td></tr>\n\t<tr><td>1277842</td><td>1227960</td></tr>\n\t<tr><td>1278696</td><td>1227479</td></tr>\n\t<tr><td>1279886</td><td>1224757</td></tr>\n\t<tr><td>1281581</td><td>1223998</td></tr>\n\t<tr><td>1282240</td><td>1223196</td></tr>\n\t<tr><td>1283133</td><td>1222951</td></tr>\n\t<tr><td>1285980</td><td>1224840</td></tr>\n\t<tr><td>1288912</td><td>1224107</td></tr>\n\t<tr><td>1290554</td><td>1224533</td></tr>\n\t<tr><td>1292646</td><td>1224171</td></tr>\n\t<tr><td>1293677</td><td>1224240</td></tr>\n\t<tr><td>1296008</td><td>1225940</td></tr>\n\t<tr><td>1297137</td><td>1227598</td></tr>\n\t<tr><td>1298275</td><td>1228337</td></tr>\n\t<tr><td>1300283</td><td>1229073</td></tr>\n\t<tr><td>1301869</td><td>1229273</td></tr>\n\t<tr><td>1303889</td><td>1228059</td></tr>\n\t<tr><td>1304384</td><td>1227929</td></tr>\n\t<tr><td>1304940</td><td>1228223</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1118825</td><td>1215940</td></tr>\n\t<tr><td>1119066</td><td>1214894</td></tr>\n\t<tr><td>1119566</td><td>1214456</td></tr>\n\t<tr><td>1119167</td><td>1213053</td></tr>\n\t<tr><td>1121554</td><td>1211721</td></tr>\n\t<tr><td>1121416</td><td>1210644</td></tr>\n\t<tr><td>1122036</td><td>1210000</td></tr>\n\t<tr><td>1122179</td><td>1209409</td></tr>\n\t<tr><td>1122821</td><td>1208928</td></tr>\n\t<tr><td>1123175</td><td>1207986</td></tr>\n\t<tr><td>1123142</td><td>1207203</td></tr>\n\t<tr><td>1122850</td><td>1206890</td></tr>\n\t<tr><td>1123012</td><td>1205748</td></tr>\n\t<tr><td>1123421</td><td>1205058</td></tr>\n\t<tr><td>1123839</td><td>1204859</td></tr>\n\t<tr><td>1124189</td><td>1204011</td></tr>\n\t<tr><td>1125110</td><td>1203234</td></tr>\n\t<tr><td>1124519</td><td>1200160</td></tr>\n\t<tr><td>1123715</td><td>1198836</td></tr>\n\t<tr><td>1123834</td><td>1198663</td></tr>\n\t<tr><td>1124555</td><td>1198824</td></tr>\n\t<tr><td>1124953</td><td>1198053</td></tr>\n\t<tr><td>1125911</td><td>1197765</td></tr>\n\t<tr><td>1125521</td><td>1197333</td></tr>\n\t<tr><td>1125638</td><td>1197137</td></tr>\n\t<tr><td>1126432</td><td>1197189</td></tr>\n\t<tr><td>1125703</td><td>1196455</td></tr>\n\t<tr><td>1125278</td><td>1195601</td></tr>\n\t<tr><td>1124290</td><td>1195932</td></tr>\n\t<tr><td>1123171</td><td>1197179</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1102091</td><td>1208150</td></tr>\n\t<tr><td>1101967</td><td>1209066</td></tr>\n\t<tr><td>1102967</td><td>1209191</td></tr>\n\t<tr><td>1102849</td><td>1210131</td></tr>\n\t<tr><td>1103728</td><td>1210231</td></tr>\n\t<tr><td>1103378</td><td>1212861</td></tr>\n\t<tr><td>1105590</td><td>1213148</td></tr>\n\t<tr><td>1107551</td><td>1216490</td></tr>\n\t<tr><td>1107534</td><td>1217057</td></tr>\n\t<tr><td>1108364</td><td>1217162</td></tr>\n\t<tr><td>1108257</td><td>1218115</td></tr>\n\t<tr><td>1107390</td><td>1217998</td></tr>\n\t<tr><td>1107335</td><td>1218481</td></tr>\n\t<tr><td>1112124</td><td>1224417</td></tr>\n\t<tr><td>1112070</td><td>1223771</td></tr>\n\t<tr><td>1112690</td><td>1223119</td></tr>\n\t<tr><td>1112677</td><td>1222630</td></tr>\n\t<tr><td>1113075</td><td>1222859</td></tr>\n\t<tr><td>1113207</td><td>1221882</td></tr>\n\t<tr><td>1113664</td><td>1221713</td></tr>\n\t<tr><td>1113557</td><td>1220879</td></tr>\n\t<tr><td>1113963</td><td>1220894</td></tr>\n\t<tr><td>1114276</td><td>1220350</td></tr>\n\t<tr><td>1115278</td><td>1219951</td></tr>\n\t<tr><td>1115665</td><td>1218510</td></tr>\n\t<tr><td>1117134</td><td>1218074</td></tr>\n\t<tr><td>1117707</td><td>1216934</td></tr>\n\t<tr><td>1118555</td><td>1216924</td></tr>\n\t<tr><td>1118444</td><td>1216360</td></tr>\n\t<tr><td>1118825</td><td>1215940</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1088588 </td><td>1015876.7</td></tr>\n\t<tr><td>1089134 </td><td>1013985.7</td></tr>\n\t<tr><td>1088424 </td><td>1011556.5</td></tr>\n\t<tr><td>1089111 </td><td>1010445.7</td></tr>\n\t<tr><td>1089154 </td><td>1007718.1</td></tr>\n\t<tr><td>1089931 </td><td>1007299.4</td></tr>\n\t<tr><td>1089908 </td><td>1006901.1</td></tr>\n\t<tr><td>1090925 </td><td>1005027.0</td></tr>\n\t<tr><td>1091296 </td><td>1003528.9</td></tr>\n\t<tr><td>1091862 </td><td>1003361.8</td></tr>\n\t<tr><td>1092990 </td><td>1001786.2</td></tr>\n\t<tr><td>1092778 </td><td>1000373.3</td></tr>\n\t<tr><td>1093021 </td><td> 999853.3</td></tr>\n\t<tr><td>1093618 </td><td> 999590.2</td></tr>\n\t<tr><td>1094364 </td><td> 998114.6</td></tr>\n\t<tr><td>1093895 </td><td> 997826.2</td></tr>\n\t<tr><td>1093795 </td><td> 997225.9</td></tr>\n\t<tr><td>1093209 </td><td> 996948.9</td></tr>\n\t<tr><td>1092994 </td><td> 995643.6</td></tr>\n\t<tr><td>1091293 </td><td> 995430.9</td></tr>\n\t<tr><td>1091229 </td><td> 995972.7</td></tr>\n\t<tr><td>1092365 </td><td> 996115.6</td></tr>\n\t<tr><td>1092300 </td><td> 996638.8</td></tr>\n\t<tr><td>1091164 </td><td> 996495.8</td></tr>\n\t<tr><td>1091073 </td><td> 997437.8</td></tr>\n\t<tr><td>1090021 </td><td> 997309.1</td></tr>\n\t<tr><td>1090115 </td><td> 996590.2</td></tr>\n\t<tr><td>1089204 </td><td> 996471.8</td></tr>\n\t<tr><td>1089337 </td><td> 995437.3</td></tr>\n\t<tr><td>1088082 </td><td> 995290.7</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1056613</td><td>1005667</td></tr>\n\t<tr><td>1054793</td><td>1005521</td></tr>\n\t<tr><td>1054458</td><td>1008558</td></tr>\n\t<tr><td>1053537</td><td>1008372</td></tr>\n\t<tr><td>1053422</td><td>1009412</td></tr>\n\t<tr><td>1054357</td><td>1009531</td></tr>\n\t<tr><td>1054139</td><td>1011502</td></tr>\n\t<tr><td>1069270</td><td>1013346</td></tr>\n\t<tr><td>1069053</td><td>1015310</td></tr>\n\t<tr><td>1069685</td><td>1015391</td></tr>\n\t<tr><td>1069636</td><td>1016028</td></tr>\n\t<tr><td>1070862</td><td>1016161</td></tr>\n\t<tr><td>1070938</td><td>1015540</td></tr>\n\t<tr><td>1072250</td><td>1015696</td></tr>\n\t<tr><td>1072349</td><td>1014649</td></tr>\n\t<tr><td>1073814</td><td>1014802</td></tr>\n\t<tr><td>1073701</td><td>1015858</td></tr>\n\t<tr><td>1074607</td><td>1015946</td></tr>\n\t<tr><td>1074799</td><td>1014146</td></tr>\n\t<tr><td>1075825</td><td>1014248</td></tr>\n\t<tr><td>1075600</td><td>1016041</td></tr>\n\t<tr><td>1075820</td><td>1016070</td></tr>\n\t<tr><td>1076417</td><td>1016132</td></tr>\n\t<tr><td>1076621</td><td>1014338</td></tr>\n\t<tr><td>1077480</td><td>1014432</td></tr>\n\t<tr><td>1077384</td><td>1015274</td></tr>\n\t<tr><td>1078483</td><td>1015387</td></tr>\n\t<tr><td>1078596</td><td>1014583</td></tr>\n\t<tr><td>1079565</td><td>1014705</td></tr>\n\t<tr><td>1088588</td><td>1015877</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1333407 </td><td> 984623.6</td></tr>\n\t<tr><td>1333712 </td><td> 984774.1</td></tr>\n\t<tr><td>1333271 </td><td> 984972.8</td></tr>\n\t<tr><td>1333628 </td><td> 985532.0</td></tr>\n\t<tr><td>1333119 </td><td> 986005.4</td></tr>\n\t<tr><td>1333528 </td><td> 986436.9</td></tr>\n\t<tr><td>1333846 </td><td> 986140.3</td></tr>\n\t<tr><td>1334107 </td><td> 986269.1</td></tr>\n\t<tr><td>1333702 </td><td> 988201.3</td></tr>\n\t<tr><td>1333914 </td><td> 988437.6</td></tr>\n\t<tr><td>1333900 </td><td> 989255.9</td></tr>\n\t<tr><td>1334288 </td><td> 989426.5</td></tr>\n\t<tr><td>1334081 </td><td> 989694.4</td></tr>\n\t<tr><td>1334349 </td><td> 989727.0</td></tr>\n\t<tr><td>1334529 </td><td> 990107.5</td></tr>\n\t<tr><td>1334869 </td><td> 989994.1</td></tr>\n\t<tr><td>1334732 </td><td> 990183.6</td></tr>\n\t<tr><td>1335011 </td><td> 990422.2</td></tr>\n\t<tr><td>1336941 </td><td> 991062.0</td></tr>\n\t<tr><td>1337786 </td><td> 990963.5</td></tr>\n\t<tr><td>1341555 </td><td> 991429.0</td></tr>\n\t<tr><td>1342123 </td><td> 992697.6</td></tr>\n\t<tr><td>1342107 </td><td> 993698.1</td></tr>\n\t<tr><td>1343013 </td><td> 996083.0</td></tr>\n\t<tr><td>1344360 </td><td> 997873.1</td></tr>\n\t<tr><td>1345469 </td><td> 997452.2</td></tr>\n\t<tr><td>1345598 </td><td> 998173.5</td></tr>\n\t<tr><td>1347353 </td><td>1000396.3</td></tr>\n\t<tr><td>1347745 </td><td>1000028.0</td></tr>\n\t<tr><td>1347675 </td><td> 999151.2</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1336412 </td><td>978364.0</td></tr>\n\t<tr><td>1336260 </td><td>978612.9</td></tr>\n\t<tr><td>1336551 </td><td>978743.9</td></tr>\n\t<tr><td>1336281 </td><td>979210.1</td></tr>\n\t<tr><td>1336460 </td><td>979042.2</td></tr>\n\t<tr><td>1336959 </td><td>979287.0</td></tr>\n\t<tr><td>1336881 </td><td>979753.2</td></tr>\n\t<tr><td>1336414 </td><td>980130.3</td></tr>\n\t<tr><td>1336596 </td><td>980110.1</td></tr>\n\t<tr><td>1336434 </td><td>980481.0</td></tr>\n\t<tr><td>1336600 </td><td>980667.1</td></tr>\n\t<tr><td>1336320 </td><td>980854.7</td></tr>\n\t<tr><td>1336546 </td><td>981261.1</td></tr>\n\t<tr><td>1336340 </td><td>981459.1</td></tr>\n\t<tr><td>1336616 </td><td>981569.4</td></tr>\n\t<tr><td>1336598 </td><td>981994.3</td></tr>\n\t<tr><td>1336816 </td><td>982096.6</td></tr>\n\t<tr><td>1336793 </td><td>982498.3</td></tr>\n\t<tr><td>1336373 </td><td>982380.7</td></tr>\n\t<tr><td>1336494 </td><td>982886.7</td></tr>\n\t<tr><td>1336839 </td><td>982952.2</td></tr>\n\t<tr><td>1336491 </td><td>983138.5</td></tr>\n\t<tr><td>1336506 </td><td>983882.9</td></tr>\n\t<tr><td>1335792 </td><td>984404.6</td></tr>\n\t<tr><td>1335351 </td><td>984243.4</td></tr>\n\t<tr><td>1335145 </td><td>984513.1</td></tr>\n\t<tr><td>1335095 </td><td>984245.8</td></tr>\n\t<tr><td>1334678 </td><td>984187.2</td></tr>\n\t<tr><td>1334119 </td><td>984692.7</td></tr>\n\t<tr><td>1333407 </td><td>984623.6</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1300215</td><td>1147556</td></tr>\n\t<tr><td>1306107</td><td>1145552</td></tr>\n\t<tr><td>1305910</td><td>1145333</td></tr>\n\t<tr><td>1305934</td><td>1144632</td></tr>\n\t<tr><td>1305511</td><td>1144104</td></tr>\n\t<tr><td>1306282</td><td>1142484</td></tr>\n\t<tr><td>1306176</td><td>1141685</td></tr>\n\t<tr><td>1306535</td><td>1140695</td></tr>\n\t<tr><td>1307554</td><td>1140183</td></tr>\n\t<tr><td>1307911</td><td>1139022</td></tr>\n\t<tr><td>1308440</td><td>1138900</td></tr>\n\t<tr><td>1308940</td><td>1138290</td></tr>\n\t<tr><td>1310232</td><td>1137472</td></tr>\n\t<tr><td>1310744</td><td>1136118</td></tr>\n\t<tr><td>1312563</td><td>1135446</td></tr>\n\t<tr><td>1311065</td><td>1122972</td></tr>\n\t<tr><td>1311121</td><td>1120739</td></tr>\n\t<tr><td>1310313</td><td>1118604</td></tr>\n\t<tr><td>1307322</td><td>1119011</td></tr>\n\t<tr><td>1304915</td><td>1118958</td></tr>\n\t<tr><td>1285013</td><td>1120520</td></tr>\n\t<tr><td>1284269</td><td>1121305</td></tr>\n\t<tr><td>1284560</td><td>1121574</td></tr>\n\t<tr><td>1284137</td><td>1121931</td></tr>\n\t<tr><td>1284314</td><td>1122307</td></tr>\n\t<tr><td>1284052</td><td>1122615</td></tr>\n\t<tr><td>1284116</td><td>1123296</td></tr>\n\t<tr><td>1283537</td><td>1123626</td></tr>\n\t<tr><td>1283462</td><td>1123438</td></tr>\n\t<tr><td>1283352</td><td>1123630</td></tr>\n\t<tr><td>1282949</td><td>1123512</td></tr>\n\t<tr><td>1282486</td><td>1123835</td></tr>\n\t<tr><td>1287341</td><td>1133803</td></tr>\n\t<tr><td>1287315</td><td>1138363</td></tr>\n\t<tr><td>1289586</td><td>1143948</td></tr>\n\t<tr><td>1295286</td><td>1149228</td></tr>\n\t<tr><td>1300215</td><td>1147556</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1018187.2</td><td>1249981 </td></tr>\n\t<tr><td>1018833.5</td><td>1244424 </td></tr>\n\t<tr><td>1017996.5</td><td>1244365 </td></tr>\n\t<tr><td>1018010.6</td><td>1244142 </td></tr>\n\t<tr><td>1018096.6</td><td>1243379 </td></tr>\n\t<tr><td>1018961.9</td><td>1243468 </td></tr>\n\t<tr><td>1019015.3</td><td>1243116 </td></tr>\n\t<tr><td>1020495.0</td><td>1226935 </td></tr>\n\t<tr><td>1027440.3</td><td>1227794 </td></tr>\n\t<tr><td>1027408.4</td><td>1228112 </td></tr>\n\t<tr><td>1027932.6</td><td>1228165 </td></tr>\n\t<tr><td>1027968.3</td><td>1227833 </td></tr>\n\t<tr><td>1029368.3</td><td>1228057 </td></tr>\n\t<tr><td>1028088.6</td><td>1226701 </td></tr>\n\t<tr><td>1027555.4</td><td>1224803 </td></tr>\n\t<tr><td>1029446.7</td><td>1222506 </td></tr>\n\t<tr><td>1029501.8</td><td>1222124 </td></tr>\n\t<tr><td>1028454.3</td><td>1221115 </td></tr>\n\t<tr><td>1026908.3</td><td>1221086 </td></tr>\n\t<tr><td>1026361.9</td><td>1220658 </td></tr>\n\t<tr><td>1026145.2</td><td>1218888 </td></tr>\n\t<tr><td>1025162.4</td><td>1218299 </td></tr>\n\t<tr><td>1024237.0</td><td>1218228 </td></tr>\n\t<tr><td>1022757.1</td><td>1216510 </td></tr>\n\t<tr><td>1022082.4</td><td>1216150 </td></tr>\n\t<tr><td>1021604.9</td><td>1215414 </td></tr>\n\t<tr><td>1021664.3</td><td>1214267 </td></tr>\n\t<tr><td>1020811.5</td><td>1213731 </td></tr>\n\t<tr><td>1020819.5</td><td>1212651 </td></tr>\n\t<tr><td>1019818.9</td><td>1212096 </td></tr>\n\t<tr><td>1019564.0</td><td>1211535 </td></tr>\n\t<tr><td>1018858.1</td><td>1211352 </td></tr>\n\t<tr><td>1018133.7</td><td>1211760 </td></tr>\n\t<tr><td>1017789.1</td><td>1211540 </td></tr>\n\t<tr><td>1016602.5</td><td>1212464 </td></tr>\n\t<tr><td>1014858.4</td><td>1213224 </td></tr>\n\t<tr><td>1014446.4</td><td>1212694 </td></tr>\n\t<tr><td>1014895.2</td><td>1211520 </td></tr>\n\t<tr><td>1013925.1</td><td>1210609 </td></tr>\n\t<tr><td>1012581.8</td><td>1209947 </td></tr>\n\t<tr><td>1012380.6</td><td>1209358 </td></tr>\n\t<tr><td> 986796.5</td><td>1206717 </td></tr>\n\t<tr><td> 985133.3</td><td>1212686 </td></tr>\n\t<tr><td> 979905.2</td><td>1231232 </td></tr>\n\t<tr><td> 984355.5</td><td>1231618 </td></tr>\n\t<tr><td> 997537.2</td><td>1238510 </td></tr>\n\t<tr><td> 998416.6</td><td>1238584 </td></tr>\n\t<tr><td> 998498.0</td><td>1237678 </td></tr>\n\t<tr><td> 999845.6</td><td>1237800 </td></tr>\n\t<tr><td>1004034.2</td><td>1240459 </td></tr>\n\t<tr><td>1003973.2</td><td>1240932 </td></tr>\n\t<tr><td>1005408.8</td><td>1241060 </td></tr>\n\t<tr><td>1004295.7</td><td>1251923 </td></tr>\n\t<tr><td>1005341.7</td><td>1251997 </td></tr>\n\t<tr><td>1011592.7</td><td>1251337 </td></tr>\n\t<tr><td>1018187.2</td><td>1249981 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>995434.0</td><td>1383190 </td></tr>\n\t<tr><td>995644.6</td><td>1381538 </td></tr>\n\t<tr><td>994049.9</td><td>1381316 </td></tr>\n\t<tr><td>994430.2</td><td>1377771 </td></tr>\n\t<tr><td>993887.1</td><td>1376199 </td></tr>\n\t<tr><td>993878.3</td><td>1375173 </td></tr>\n\t<tr><td>993381.1</td><td>1374222 </td></tr>\n\t<tr><td>992526.1</td><td>1374111 </td></tr>\n\t<tr><td>992739.2</td><td>1372178 </td></tr>\n\t<tr><td>993631.2</td><td>1372296 </td></tr>\n\t<tr><td>993849.4</td><td>1370729 </td></tr>\n\t<tr><td>992940.8</td><td>1370615 </td></tr>\n\t<tr><td>993029.8</td><td>1369788 </td></tr>\n\t<tr><td>992180.2</td><td>1369685 </td></tr>\n\t<tr><td>992275.8</td><td>1368867 </td></tr>\n\t<tr><td>989672.5</td><td>1368548 </td></tr>\n\t<tr><td>990239.1</td><td>1363647 </td></tr>\n\t<tr><td>986304.7</td><td>1363159 </td></tr>\n\t<tr><td>986383.4</td><td>1362391 </td></tr>\n\t<tr><td>984826.8</td><td>1362190 </td></tr>\n\t<tr><td>984745.1</td><td>1362980 </td></tr>\n\t<tr><td>983919.0</td><td>1362941 </td></tr>\n\t<tr><td>983407.2</td><td>1357023 </td></tr>\n\t<tr><td>982042.9</td><td>1356900 </td></tr>\n\t<tr><td>981954.6</td><td>1357708 </td></tr>\n\t<tr><td>978165.2</td><td>1357261 </td></tr>\n\t<tr><td>977128.9</td><td>1366080 </td></tr>\n\t<tr><td>971493.2</td><td>1365419 </td></tr>\n\t<tr><td>969816.2</td><td>1379956 </td></tr>\n\t<tr><td>995434.0</td><td>1383190 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1315560 </td><td>977809.0</td></tr>\n\t<tr><td>1320365 </td><td>978485.5</td></tr>\n\t<tr><td>1321194 </td><td>985940.5</td></tr>\n\t<tr><td>1333407 </td><td>984623.6</td></tr>\n\t<tr><td>1334119 </td><td>984692.7</td></tr>\n\t<tr><td>1334678 </td><td>984187.2</td></tr>\n\t<tr><td>1335095 </td><td>984245.8</td></tr>\n\t<tr><td>1335145 </td><td>984513.1</td></tr>\n\t<tr><td>1335351 </td><td>984243.4</td></tr>\n\t<tr><td>1335792 </td><td>984404.6</td></tr>\n\t<tr><td>1336506 </td><td>983882.9</td></tr>\n\t<tr><td>1336491 </td><td>983138.5</td></tr>\n\t<tr><td>1336839 </td><td>982952.2</td></tr>\n\t<tr><td>1336494 </td><td>982886.7</td></tr>\n\t<tr><td>1336373 </td><td>982380.7</td></tr>\n\t<tr><td>1336793 </td><td>982498.3</td></tr>\n\t<tr><td>1336816 </td><td>982096.6</td></tr>\n\t<tr><td>1336598 </td><td>981994.3</td></tr>\n\t<tr><td>1336616 </td><td>981569.4</td></tr>\n\t<tr><td>1336340 </td><td>981459.1</td></tr>\n\t<tr><td>1336546 </td><td>981261.1</td></tr>\n\t<tr><td>1336320 </td><td>980854.7</td></tr>\n\t<tr><td>1336600 </td><td>980667.1</td></tr>\n\t<tr><td>1336434 </td><td>980481.0</td></tr>\n\t<tr><td>1336596 </td><td>980110.1</td></tr>\n\t<tr><td>1336414 </td><td>980130.3</td></tr>\n\t<tr><td>1336881 </td><td>979753.2</td></tr>\n\t<tr><td>1336959 </td><td>979287.0</td></tr>\n\t<tr><td>1336460 </td><td>979042.2</td></tr>\n\t<tr><td>1336281 </td><td>979210.1</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1318470 </td><td>909917.7</td></tr>\n\t<tr><td>1318519 </td><td>910233.4</td></tr>\n\t<tr><td>1318226 </td><td>910303.9</td></tr>\n\t<tr><td>1317929 </td><td>911878.7</td></tr>\n\t<tr><td>1317531 </td><td>912286.0</td></tr>\n\t<tr><td>1317511 </td><td>913160.5</td></tr>\n\t<tr><td>1317783 </td><td>913506.4</td></tr>\n\t<tr><td>1317633 </td><td>913885.7</td></tr>\n\t<tr><td>1317882 </td><td>914527.0</td></tr>\n\t<tr><td>1317654 </td><td>915687.4</td></tr>\n\t<tr><td>1317346 </td><td>915842.8</td></tr>\n\t<tr><td>1317271 </td><td>916233.4</td></tr>\n\t<tr><td>1317590 </td><td>918104.3</td></tr>\n\t<tr><td>1317420 </td><td>919106.0</td></tr>\n\t<tr><td>1316196 </td><td>920536.5</td></tr>\n\t<tr><td>1314649 </td><td>921438.9</td></tr>\n\t<tr><td>1314210 </td><td>922167.3</td></tr>\n\t<tr><td>1314024 </td><td>923197.6</td></tr>\n\t<tr><td>1312938 </td><td>924263.5</td></tr>\n\t<tr><td>1312935 </td><td>925099.6</td></tr>\n\t<tr><td>1313316 </td><td>925649.4</td></tr>\n\t<tr><td>1313189 </td><td>926567.7</td></tr>\n\t<tr><td>1314038 </td><td>927497.1</td></tr>\n\t<tr><td>1314702 </td><td>927645.8</td></tr>\n\t<tr><td>1314860 </td><td>928016.6</td></tr>\n\t<tr><td>1317523 </td><td>952623.6</td></tr>\n\t<tr><td>1314729 </td><td>952966.9</td></tr>\n\t<tr><td>1291799 </td><td>950111.8</td></tr>\n\t<tr><td>1288765 </td><td>974226.0</td></tr>\n\t<tr><td>1315560 </td><td>977809.0</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1366749</td><td>1107696</td></tr>\n\t<tr><td>1382496</td><td>1126127</td></tr>\n\t<tr><td>1387451</td><td>1125643</td></tr>\n\t<tr><td>1386801</td><td>1125060</td></tr>\n\t<tr><td>1388059</td><td>1124998</td></tr>\n\t<tr><td>1388447</td><td>1124283</td></tr>\n\t<tr><td>1389335</td><td>1123825</td></tr>\n\t<tr><td>1390058</td><td>1122602</td></tr>\n\t<tr><td>1390781</td><td>1122715</td></tr>\n\t<tr><td>1390624</td><td>1122386</td></tr>\n\t<tr><td>1390168</td><td>1122269</td></tr>\n\t<tr><td>1390600</td><td>1121513</td></tr>\n\t<tr><td>1390484</td><td>1120750</td></tr>\n\t<tr><td>1390851</td><td>1120526</td></tr>\n\t<tr><td>1391283</td><td>1120797</td></tr>\n\t<tr><td>1391449</td><td>1120226</td></tr>\n\t<tr><td>1391073</td><td>1119963</td></tr>\n\t<tr><td>1390484</td><td>1120322</td></tr>\n\t<tr><td>1389858</td><td>1119174</td></tr>\n\t<tr><td>1390629</td><td>1118866</td></tr>\n\t<tr><td>1390962</td><td>1117960</td></tr>\n\t<tr><td>1391729</td><td>1117799</td></tr>\n\t<tr><td>1391240</td><td>1116740</td></tr>\n\t<tr><td>1391326</td><td>1115783</td></tr>\n\t<tr><td>1391890</td><td>1114970</td></tr>\n\t<tr><td>1391842</td><td>1114071</td></tr>\n\t<tr><td>1392505</td><td>1113544</td></tr>\n\t<tr><td>1394348</td><td>1113697</td></tr>\n\t<tr><td>1394770</td><td>1112993</td></tr>\n\t<tr><td>1395531</td><td>1112612</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1375323</td><td>1099501</td></tr>\n\t<tr><td>1374981</td><td>1098941</td></tr>\n\t<tr><td>1374740</td><td>1098960</td></tr>\n\t<tr><td>1374576</td><td>1099408</td></tr>\n\t<tr><td>1374936</td><td>1099904</td></tr>\n\t<tr><td>1374399</td><td>1099809</td></tr>\n\t<tr><td>1374206</td><td>1100500</td></tr>\n\t<tr><td>1373907</td><td>1100161</td></tr>\n\t<tr><td>1373144</td><td>1100414</td></tr>\n\t<tr><td>1373213</td><td>1101011</td></tr>\n\t<tr><td>1372789</td><td>1101532</td></tr>\n\t<tr><td>1372539</td><td>1101316</td></tr>\n\t<tr><td>1372384</td><td>1101612</td></tr>\n\t<tr><td>1372273</td><td>1101469</td></tr>\n\t<tr><td>1371863</td><td>1101680</td></tr>\n\t<tr><td>1371709</td><td>1102027</td></tr>\n\t<tr><td>1371656</td><td>1101482</td></tr>\n\t<tr><td>1370437</td><td>1102615</td></tr>\n\t<tr><td>1370442</td><td>1102941</td></tr>\n\t<tr><td>1369755</td><td>1102821</td></tr>\n\t<tr><td>1369451</td><td>1103443</td></tr>\n\t<tr><td>1369680</td><td>1103799</td></tr>\n\t<tr><td>1369225</td><td>1104510</td></tr>\n\t<tr><td>1368789</td><td>1104627</td></tr>\n\t<tr><td>1368875</td><td>1104894</td></tr>\n\t<tr><td>1369327</td><td>1105063</td></tr>\n\t<tr><td>1367700</td><td>1105968</td></tr>\n\t<tr><td>1367153</td><td>1106762</td></tr>\n\t<tr><td>1367263</td><td>1107161</td></tr>\n\t<tr><td>1366749</td><td>1107696</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1058913</td><td>1114766</td></tr>\n\t<tr><td>1059361</td><td>1110325</td></tr>\n\t<tr><td>1057588</td><td>1110124</td></tr>\n\t<tr><td>1060919</td><td>1081093</td></tr>\n\t<tr><td>1047574</td><td>1079278</td></tr>\n\t<tr><td>1047704</td><td>1078182</td></tr>\n\t<tr><td>1046631</td><td>1078067</td></tr>\n\t<tr><td>1046512</td><td>1079153</td></tr>\n\t<tr><td>1036352</td><td>1077957</td></tr>\n\t<tr><td>1036902</td><td>1078661</td></tr>\n\t<tr><td>1037149</td><td>1079453</td></tr>\n\t<tr><td>1036862</td><td>1079723</td></tr>\n\t<tr><td>1036154</td><td>1079483</td></tr>\n\t<tr><td>1035971</td><td>1080078</td></tr>\n\t<tr><td>1037587</td><td>1080144</td></tr>\n\t<tr><td>1037856</td><td>1080376</td></tr>\n\t<tr><td>1038028</td><td>1081243</td></tr>\n\t<tr><td>1039033</td><td>1081276</td></tr>\n\t<tr><td>1039124</td><td>1081723</td></tr>\n\t<tr><td>1035660</td><td>1083991</td></tr>\n\t<tr><td>1034388</td><td>1085366</td></tr>\n\t<tr><td>1029085</td><td>1087021</td></tr>\n\t<tr><td>1027835</td><td>1087195</td></tr>\n\t<tr><td>1027266</td><td>1087841</td></tr>\n\t<tr><td>1027067</td><td>1088751</td></tr>\n\t<tr><td>1027284</td><td>1089733</td></tr>\n\t<tr><td>1028990</td><td>1091861</td></tr>\n\t<tr><td>1028724</td><td>1092966</td></tr>\n\t<tr><td>1029641</td><td>1093258</td></tr>\n\t<tr><td>1029899</td><td>1093685</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1048318</td><td>1100677</td></tr>\n\t<tr><td>1048055</td><td>1100985</td></tr>\n\t<tr><td>1048296</td><td>1101628</td></tr>\n\t<tr><td>1048227</td><td>1102267</td></tr>\n\t<tr><td>1048765</td><td>1102526</td></tr>\n\t<tr><td>1049184</td><td>1103739</td></tr>\n\t<tr><td>1048982</td><td>1104171</td></tr>\n\t<tr><td>1049352</td><td>1104627</td></tr>\n\t<tr><td>1049324</td><td>1104941</td></tr>\n\t<tr><td>1049946</td><td>1105197</td></tr>\n\t<tr><td>1049727</td><td>1105289</td></tr>\n\t<tr><td>1050039</td><td>1106087</td></tr>\n\t<tr><td>1049912</td><td>1106610</td></tr>\n\t<tr><td>1050198</td><td>1106819</td></tr>\n\t<tr><td>1050100</td><td>1107190</td></tr>\n\t<tr><td>1050592</td><td>1107949</td></tr>\n\t<tr><td>1050493</td><td>1108521</td></tr>\n\t<tr><td>1050936</td><td>1109193</td></tr>\n\t<tr><td>1050725</td><td>1109688</td></tr>\n\t<tr><td>1051276</td><td>1110202</td></tr>\n\t<tr><td>1051179</td><td>1110761</td></tr>\n\t<tr><td>1052145</td><td>1111110</td></tr>\n\t<tr><td>1053145</td><td>1112269</td></tr>\n\t<tr><td>1053822</td><td>1112345</td></tr>\n\t<tr><td>1054704</td><td>1112659</td></tr>\n\t<tr><td>1055337</td><td>1112547</td></tr>\n\t<tr><td>1056362</td><td>1113649</td></tr>\n\t<tr><td>1057074</td><td>1113861</td></tr>\n\t<tr><td>1057688</td><td>1114561</td></tr>\n\t<tr><td>1058913</td><td>1114766</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>989052.0</td><td>1337389 </td></tr>\n\t<tr><td>987991.5</td><td>1333147 </td></tr>\n\t<tr><td>986368.4</td><td>1328919 </td></tr>\n\t<tr><td>985656.7</td><td>1325943 </td></tr>\n\t<tr><td>985105.1</td><td>1321983 </td></tr>\n\t<tr><td>984394.7</td><td>1319803 </td></tr>\n\t<tr><td>982417.1</td><td>1319069 </td></tr>\n\t<tr><td>982290.9</td><td>1318813 </td></tr>\n\t<tr><td>981348.3</td><td>1318734 </td></tr>\n\t<tr><td>981480.4</td><td>1317986 </td></tr>\n\t<tr><td>980804.1</td><td>1317683 </td></tr>\n\t<tr><td>980859.1</td><td>1317096 </td></tr>\n\t<tr><td>979146.7</td><td>1316900 </td></tr>\n\t<tr><td>979228.7</td><td>1316093 </td></tr>\n\t<tr><td>978536.7</td><td>1316006 </td></tr>\n\t<tr><td>978608.0</td><td>1315287 </td></tr>\n\t<tr><td>978324.4</td><td>1315354 </td></tr>\n\t<tr><td>977337.1</td><td>1314795 </td></tr>\n\t<tr><td>977216.5</td><td>1314444 </td></tr>\n\t<tr><td>976469.6</td><td>1314149 </td></tr>\n\t<tr><td>975950.3</td><td>1313614 </td></tr>\n\t<tr><td>974266.1</td><td>1312878 </td></tr>\n\t<tr><td>971242.3</td><td>1310854 </td></tr>\n\t<tr><td>969832.5</td><td>1308034 </td></tr>\n\t<tr><td>969058.5</td><td>1307151 </td></tr>\n\t<tr><td>967723.7</td><td>1302981 </td></tr>\n\t<tr><td>968176.1</td><td>1302236 </td></tr>\n\t<tr><td>967527.2</td><td>1301025 </td></tr>\n\t<tr><td>960726.8</td><td>1300298 </td></tr>\n\t<tr><td>953122.3</td><td>1326205 </td></tr>\n\t<tr><td>951103.0</td><td>1333240 </td></tr>\n\t<tr><td>989052.0</td><td>1337389 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1068729</td><td>1323667</td></tr>\n\t<tr><td>1069256</td><td>1318576</td></tr>\n\t<tr><td>1071279</td><td>1302027</td></tr>\n\t<tr><td>1064966</td><td>1301272</td></tr>\n\t<tr><td>1064189</td><td>1300268</td></tr>\n\t<tr><td>1062685</td><td>1299677</td></tr>\n\t<tr><td>1062408</td><td>1298256</td></tr>\n\t<tr><td>1062808</td><td>1297470</td></tr>\n\t<tr><td>1062537</td><td>1297160</td></tr>\n\t<tr><td>1062822</td><td>1295899</td></tr>\n\t<tr><td>1062656</td><td>1295417</td></tr>\n\t<tr><td>1062866</td><td>1295053</td></tr>\n\t<tr><td>1062787</td><td>1293971</td></tr>\n\t<tr><td>1061238</td><td>1293206</td></tr>\n\t<tr><td>1060490</td><td>1293215</td></tr>\n\t<tr><td>1059555</td><td>1291975</td></tr>\n\t<tr><td>1058508</td><td>1291632</td></tr>\n\t<tr><td>1058185</td><td>1291863</td></tr>\n\t<tr><td>1057847</td><td>1291675</td></tr>\n\t<tr><td>1058286</td><td>1287720</td></tr>\n\t<tr><td>1049812</td><td>1286901</td></tr>\n\t<tr><td>1049766</td><td>1287278</td></tr>\n\t<tr><td>1049437</td><td>1287249</td></tr>\n\t<tr><td>1049474</td><td>1286871</td></tr>\n\t<tr><td>1040535</td><td>1286005</td></tr>\n\t<tr><td>1040472</td><td>1286441</td></tr>\n\t<tr><td>1039561</td><td>1286364</td></tr>\n\t<tr><td>1039497</td><td>1285902</td></tr>\n\t<tr><td>1036370</td><td>1285593</td></tr>\n\t<tr><td>1034848</td><td>1299447</td></tr>\n\t<tr><td>1034623</td><td>1304759</td></tr>\n\t<tr><td>1033265</td><td>1315501</td></tr>\n\t<tr><td>1034110</td><td>1315591</td></tr>\n\t<tr><td>1034035</td><td>1316521</td></tr>\n\t<tr><td>1033151</td><td>1316415</td></tr>\n\t<tr><td>1032460</td><td>1322798</td></tr>\n\t<tr><td>1038840</td><td>1323521</td></tr>\n\t<tr><td>1039270</td><td>1320115</td></tr>\n\t<tr><td>1051993</td><td>1321537</td></tr>\n\t<tr><td>1051905</td><td>1322405</td></tr>\n\t<tr><td>1053502</td><td>1322578</td></tr>\n\t<tr><td>1053603</td><td>1321756</td></tr>\n\t<tr><td>1055759</td><td>1322009</td></tr>\n\t<tr><td>1055853</td><td>1321207</td></tr>\n\t<tr><td>1056627</td><td>1321305</td></tr>\n\t<tr><td>1056536</td><td>1322127</td></tr>\n\t<tr><td>1068729</td><td>1323667</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1164824</td><td>1293069</td></tr>\n\t<tr><td>1164115</td><td>1293036</td></tr>\n\t<tr><td>1164104</td><td>1291011</td></tr>\n\t<tr><td>1163595</td><td>1290466</td></tr>\n\t<tr><td>1164489</td><td>1289887</td></tr>\n\t<tr><td>1164688</td><td>1288986</td></tr>\n\t<tr><td>1164429</td><td>1288369</td></tr>\n\t<tr><td>1163598</td><td>1287887</td></tr>\n\t<tr><td>1163684</td><td>1287571</td></tr>\n\t<tr><td>1164114</td><td>1286579</td></tr>\n\t<tr><td>1167850</td><td>1282797</td></tr>\n\t<tr><td>1165527</td><td>1276135</td></tr>\n\t<tr><td>1164249</td><td>1276328</td></tr>\n\t<tr><td>1162895</td><td>1276090</td></tr>\n\t<tr><td>1161932</td><td>1276503</td></tr>\n\t<tr><td>1160852</td><td>1276357</td></tr>\n\t<tr><td>1160595</td><td>1276849</td></tr>\n\t<tr><td>1160842</td><td>1277365</td></tr>\n\t<tr><td>1160380</td><td>1277866</td></tr>\n\t<tr><td>1158876</td><td>1278286</td></tr>\n\t<tr><td>1158686</td><td>1278661</td></tr>\n\t<tr><td>1158063</td><td>1278422</td></tr>\n\t<tr><td>1158044</td><td>1278136</td></tr>\n\t<tr><td>1157400</td><td>1278182</td></tr>\n\t<tr><td>1156687</td><td>1279424</td></tr>\n\t<tr><td>1156066</td><td>1279103</td></tr>\n\t<tr><td>1155479</td><td>1279817</td></tr>\n\t<tr><td>1154883</td><td>1280036</td></tr>\n\t<tr><td>1155019</td><td>1280424</td></tr>\n\t<tr><td>1154257</td><td>1280502</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1146995</td><td>1282452</td></tr>\n\t<tr><td>1146692</td><td>1282987</td></tr>\n\t<tr><td>1146153</td><td>1282656</td></tr>\n\t<tr><td>1144577</td><td>1282850</td></tr>\n\t<tr><td>1144260</td><td>1282551</td></tr>\n\t<tr><td>1142819</td><td>1282524</td></tr>\n\t<tr><td>1139952</td><td>1285999</td></tr>\n\t<tr><td>1139961</td><td>1286008</td></tr>\n\t<tr><td>1143214</td><td>1288884</td></tr>\n\t<tr><td>1142754</td><td>1289376</td></tr>\n\t<tr><td>1142591</td><td>1290150</td></tr>\n\t<tr><td>1142732</td><td>1289814</td></tr>\n\t<tr><td>1143334</td><td>1290017</td></tr>\n\t<tr><td>1144404</td><td>1289622</td></tr>\n\t<tr><td>1152877</td><td>1294925</td></tr>\n\t<tr><td>1152044</td><td>1295316</td></tr>\n\t<tr><td>1152309</td><td>1295560</td></tr>\n\t<tr><td>1152768</td><td>1295813</td></tr>\n\t<tr><td>1152991</td><td>1295456</td></tr>\n\t<tr><td>1153305</td><td>1295584</td></tr>\n\t<tr><td>1153476</td><td>1295235</td></tr>\n\t<tr><td>1154983</td><td>1296421</td></tr>\n\t<tr><td>1158649</td><td>1295366</td></tr>\n\t<tr><td>1161413</td><td>1293620</td></tr>\n\t<tr><td>1162175</td><td>1293614</td></tr>\n\t<tr><td>1162787</td><td>1293312</td></tr>\n\t<tr><td>1163336</td><td>1293716</td></tr>\n\t<tr><td>1163986</td><td>1293587</td></tr>\n\t<tr><td>1164171</td><td>1293846</td></tr>\n\t<tr><td>1164824</td><td>1293069</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1038886 </td><td>1027436.1</td></tr>\n\t<tr><td>1039654 </td><td>1020296.5</td></tr>\n\t<tr><td>1040586 </td><td>1020407.6</td></tr>\n\t<tr><td>1040981 </td><td>1016699.1</td></tr>\n\t<tr><td>1041848 </td><td>1016793.8</td></tr>\n\t<tr><td>1041937 </td><td>1015956.2</td></tr>\n\t<tr><td>1042841 </td><td>1016064.1</td></tr>\n\t<tr><td>1043026 </td><td>1014192.9</td></tr>\n\t<tr><td>1041978 </td><td>1014084.9</td></tr>\n\t<tr><td>1042469 </td><td>1010007.0</td></tr>\n\t<tr><td>1054139 </td><td>1011502.4</td></tr>\n\t<tr><td>1054357 </td><td>1009531.2</td></tr>\n\t<tr><td>1053422 </td><td>1009412.0</td></tr>\n\t<tr><td>1053537 </td><td>1008371.5</td></tr>\n\t<tr><td>1054458 </td><td>1008558.0</td></tr>\n\t<tr><td>1054793 </td><td>1005520.6</td></tr>\n\t<tr><td>1056613 </td><td>1005666.7</td></tr>\n\t<tr><td>1055687 </td><td>1004591.0</td></tr>\n\t<tr><td>1055796 </td><td>1003616.1</td></tr>\n\t<tr><td>1054976 </td><td>1003543.7</td></tr>\n\t<tr><td>1055141 </td><td>1001659.2</td></tr>\n\t<tr><td>1056038 </td><td>1001755.2</td></tr>\n\t<tr><td>1056201 </td><td>1000442.9</td></tr>\n\t<tr><td>1055258 </td><td>1000333.8</td></tr>\n\t<tr><td>1055504 </td><td> 998370.0</td></tr>\n\t<tr><td>1044388 </td><td> 997295.8</td></tr>\n\t<tr><td>1042645 </td><td> 996268.5</td></tr>\n\t<tr><td>1042451 </td><td> 995899.3</td></tr>\n\t<tr><td>1041305 </td><td> 996268.7</td></tr>\n\t<tr><td>1040008 </td><td> 995179.9</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1034153</td><td>1000501</td></tr>\n\t<tr><td>1033095</td><td>1001842</td></tr>\n\t<tr><td>1032231</td><td>1003456</td></tr>\n\t<tr><td>1032402</td><td>1004176</td></tr>\n\t<tr><td>1032022</td><td>1004872</td></tr>\n\t<tr><td>1031978</td><td>1007275</td></tr>\n\t<tr><td>1031509</td><td>1007562</td></tr>\n\t<tr><td>1031666</td><td>1008746</td></tr>\n\t<tr><td>1029990</td><td>1009779</td></tr>\n\t<tr><td>1029315</td><td>1010519</td></tr>\n\t<tr><td>1028711</td><td>1010640</td></tr>\n\t<tr><td>1028900</td><td>1011973</td></tr>\n\t<tr><td>1029315</td><td>1012167</td></tr>\n\t<tr><td>1029171</td><td>1012509</td></tr>\n\t<tr><td>1027856</td><td>1012940</td></tr>\n\t<tr><td>1026039</td><td>1014692</td></tr>\n\t<tr><td>1025498</td><td>1015684</td></tr>\n\t<tr><td>1024306</td><td>1016454</td></tr>\n\t<tr><td>1023935</td><td>1018855</td></tr>\n\t<tr><td>1024446</td><td>1020696</td></tr>\n\t<tr><td>1023181</td><td>1023353</td></tr>\n\t<tr><td>1023278</td><td>1023914</td></tr>\n\t<tr><td>1023357</td><td>1024551</td></tr>\n\t<tr><td>1021758</td><td>1025746</td></tr>\n\t<tr><td>1028080</td><td>1026317</td></tr>\n\t<tr><td>1028167</td><td>1025473</td></tr>\n\t<tr><td>1030562</td><td>1025707</td></tr>\n\t<tr><td>1032606</td><td>1025933</td></tr>\n\t<tr><td>1032514</td><td>1026808</td></tr>\n\t<tr><td>1038886</td><td>1027436</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1076638</td><td>1241976</td></tr>\n\t<tr><td>1076740</td><td>1241156</td></tr>\n\t<tr><td>1077620</td><td>1241242</td></tr>\n\t<tr><td>1077721</td><td>1240354</td></tr>\n\t<tr><td>1078582</td><td>1240450</td></tr>\n\t<tr><td>1078886</td><td>1237775</td></tr>\n\t<tr><td>1079765</td><td>1237873</td></tr>\n\t<tr><td>1079887</td><td>1236965</td></tr>\n\t<tr><td>1080766</td><td>1237063</td></tr>\n\t<tr><td>1080867</td><td>1236254</td></tr>\n\t<tr><td>1079989</td><td>1236145</td></tr>\n\t<tr><td>1080108</td><td>1235113</td></tr>\n\t<tr><td>1079202</td><td>1235000</td></tr>\n\t<tr><td>1079602</td><td>1231336</td></tr>\n\t<tr><td>1077008</td><td>1231048</td></tr>\n\t<tr><td>1077179</td><td>1229212</td></tr>\n\t<tr><td>1078023</td><td>1229305</td></tr>\n\t<tr><td>1078607</td><td>1224358</td></tr>\n\t<tr><td>1078639</td><td>1223958</td></tr>\n\t<tr><td>1077741</td><td>1223846</td></tr>\n\t<tr><td>1078386</td><td>1218420</td></tr>\n\t<tr><td>1077463</td><td>1218314</td></tr>\n\t<tr><td>1077599</td><td>1217388</td></tr>\n\t<tr><td>1075833</td><td>1217243</td></tr>\n\t<tr><td>1075715</td><td>1218136</td></tr>\n\t<tr><td>1072938</td><td>1217815</td></tr>\n\t<tr><td>1073991</td><td>1208540</td></tr>\n\t<tr><td>1070915</td><td>1208149</td></tr>\n\t<tr><td>1070816</td><td>1208581</td></tr>\n\t<tr><td>1070172</td><td>1208922</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1070119</td><td>1214682</td></tr>\n\t<tr><td>1069658</td><td>1214679</td></tr>\n\t<tr><td>1069528</td><td>1215569</td></tr>\n\t<tr><td>1068680</td><td>1215474</td></tr>\n\t<tr><td>1068497</td><td>1217277</td></tr>\n\t<tr><td>1069346</td><td>1217387</td></tr>\n\t<tr><td>1069245</td><td>1218287</td></tr>\n\t<tr><td>1070062</td><td>1218376</td></tr>\n\t<tr><td>1069558</td><td>1218696</td></tr>\n\t<tr><td>1069993</td><td>1220449</td></tr>\n\t<tr><td>1069530</td><td>1220819</td></tr>\n\t<tr><td>1069576</td><td>1221354</td></tr>\n\t<tr><td>1069305</td><td>1221894</td></tr>\n\t<tr><td>1068377</td><td>1222703</td></tr>\n\t<tr><td>1066979</td><td>1223567</td></tr>\n\t<tr><td>1066016</td><td>1223460</td></tr>\n\t<tr><td>1065808</td><td>1225156</td></tr>\n\t<tr><td>1064394</td><td>1226615</td></tr>\n\t<tr><td>1064200</td><td>1227817</td></tr>\n\t<tr><td>1063484</td><td>1229564</td></tr>\n\t<tr><td>1061744</td><td>1229363</td></tr>\n\t<tr><td>1060506</td><td>1240195</td></tr>\n\t<tr><td>1060934</td><td>1240258</td></tr>\n\t<tr><td>1061037</td><td>1239415</td></tr>\n\t<tr><td>1061476</td><td>1239469</td></tr>\n\t<tr><td>1061391</td><td>1240089</td></tr>\n\t<tr><td>1061628</td><td>1240118</td></tr>\n\t<tr><td>1061601</td><td>1240340</td></tr>\n\t<tr><td>1070344</td><td>1241311</td></tr>\n\t<tr><td>1076638</td><td>1241976</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1262010 </td><td>989525.0</td></tr>\n\t<tr><td>1272080 </td><td>972400.1</td></tr>\n\t<tr><td>1272522 </td><td>972380.7</td></tr>\n\t<tr><td>1273357 </td><td>971727.4</td></tr>\n\t<tr><td>1274083 </td><td>971766.4</td></tr>\n\t<tr><td>1275661 </td><td>971028.4</td></tr>\n\t<tr><td>1276287 </td><td>971002.5</td></tr>\n\t<tr><td>1276983 </td><td>969808.1</td></tr>\n\t<tr><td>1277853 </td><td>969468.6</td></tr>\n\t<tr><td>1278901 </td><td>967932.0</td></tr>\n\t<tr><td>1279614 </td><td>967655.4</td></tr>\n\t<tr><td>1279721 </td><td>967252.5</td></tr>\n\t<tr><td>1282527 </td><td>967657.9</td></tr>\n\t<tr><td>1284428 </td><td>953261.2</td></tr>\n\t<tr><td>1284323 </td><td>951794.5</td></tr>\n\t<tr><td>1289934 </td><td>952646.6</td></tr>\n\t<tr><td>1291427 </td><td>942657.9</td></tr>\n\t<tr><td>1292863 </td><td>942872.1</td></tr>\n\t<tr><td>1293080 </td><td>941492.1</td></tr>\n\t<tr><td>1291647 </td><td>941274.6</td></tr>\n\t<tr><td>1291856 </td><td>939833.0</td></tr>\n\t<tr><td>1292648 </td><td>938472.2</td></tr>\n\t<tr><td>1293695 </td><td>929932.0</td></tr>\n\t<tr><td>1294836 </td><td>930121.7</td></tr>\n\t<tr><td>1295322 </td><td>926661.6</td></tr>\n\t<tr><td>1291432 </td><td>926386.7</td></tr>\n\t<tr><td>1279525 </td><td>925535.1</td></tr>\n\t<tr><td>1278581 </td><td>932775.5</td></tr>\n\t<tr><td>1278869 </td><td>932942.3</td></tr>\n\t<tr><td>1278285 </td><td>933448.3</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1277420 </td><td>937453.7</td></tr>\n\t<tr><td>1277169 </td><td>938014.8</td></tr>\n\t<tr><td>1275739 </td><td>938652.4</td></tr>\n\t<tr><td>1275140 </td><td>938554.1</td></tr>\n\t<tr><td>1273682 </td><td>938893.4</td></tr>\n\t<tr><td>1272502 </td><td>938610.0</td></tr>\n\t<tr><td>1270687 </td><td>938976.4</td></tr>\n\t<tr><td>1270033 </td><td>938827.3</td></tr>\n\t<tr><td>1269281 </td><td>939102.0</td></tr>\n\t<tr><td>1268895 </td><td>938929.2</td></tr>\n\t<tr><td>1267079 </td><td>939740.5</td></tr>\n\t<tr><td>1266467 </td><td>939669.7</td></tr>\n\t<tr><td>1265333 </td><td>938953.9</td></tr>\n\t<tr><td>1263572 </td><td>938716.0</td></tr>\n\t<tr><td>1262199 </td><td>939000.8</td></tr>\n\t<tr><td>1261403 </td><td>938670.6</td></tr>\n\t<tr><td>1260542 </td><td>938779.3</td></tr>\n\t<tr><td>1260014 </td><td>938582.0</td></tr>\n\t<tr><td>1257200 </td><td>939281.4</td></tr>\n\t<tr><td>1256058 </td><td>940058.6</td></tr>\n\t<tr><td>1255779 </td><td>941324.3</td></tr>\n\t<tr><td>1254719 </td><td>942685.7</td></tr>\n\t<tr><td>1253070 </td><td>943265.4</td></tr>\n\t<tr><td>1252559 </td><td>945115.0</td></tr>\n\t<tr><td>1252811 </td><td>946348.6</td></tr>\n\t<tr><td>1251070 </td><td>947982.8</td></tr>\n\t<tr><td>1250927 </td><td>948804.2</td></tr>\n\t<tr><td>1238599 </td><td>950944.1</td></tr>\n\t<tr><td>1233822 </td><td>985664.2</td></tr>\n\t<tr><td>1262010 </td><td>989525.0</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1029201</td><td>1284895</td></tr>\n\t<tr><td>1036370</td><td>1285593</td></tr>\n\t<tr><td>1039497</td><td>1285902</td></tr>\n\t<tr><td>1039561</td><td>1286364</td></tr>\n\t<tr><td>1040472</td><td>1286441</td></tr>\n\t<tr><td>1040535</td><td>1286005</td></tr>\n\t<tr><td>1049474</td><td>1286871</td></tr>\n\t<tr><td>1049437</td><td>1287249</td></tr>\n\t<tr><td>1049766</td><td>1287278</td></tr>\n\t<tr><td>1049812</td><td>1286901</td></tr>\n\t<tr><td>1058286</td><td>1287720</td></tr>\n\t<tr><td>1058616</td><td>1285475</td></tr>\n\t<tr><td>1059327</td><td>1285168</td></tr>\n\t<tr><td>1059327</td><td>1284492</td></tr>\n\t<tr><td>1059852</td><td>1283746</td></tr>\n\t<tr><td>1060269</td><td>1283741</td></tr>\n\t<tr><td>1060187</td><td>1283359</td></tr>\n\t<tr><td>1060856</td><td>1282270</td></tr>\n\t<tr><td>1060812</td><td>1280666</td></tr>\n\t<tr><td>1061172</td><td>1280744</td></tr>\n\t<tr><td>1061701</td><td>1279750</td></tr>\n\t<tr><td>1062157</td><td>1279570</td></tr>\n\t<tr><td>1061971</td><td>1279356</td></tr>\n\t<tr><td>1062266</td><td>1279133</td></tr>\n\t<tr><td>1063344</td><td>1278781</td></tr>\n\t<tr><td>1063497</td><td>1277381</td></tr>\n\t<tr><td>1063300</td><td>1276963</td></tr>\n\t<tr><td>1062845</td><td>1276749</td></tr>\n\t<tr><td>1063008</td><td>1275948</td></tr>\n\t<tr><td>1062546</td><td>1275192</td></tr>\n\t<tr><td>1060371</td><td>1272122</td></tr>\n\t<tr><td>1058700</td><td>1270815</td></tr>\n\t<tr><td>1058520</td><td>1270173</td></tr>\n\t<tr><td>1057920</td><td>1269481</td></tr>\n\t<tr><td>1057909</td><td>1269120</td></tr>\n\t<tr><td>1058490</td><td>1268380</td></tr>\n\t<tr><td>1058746</td><td>1267195</td></tr>\n\t<tr><td>1058527</td><td>1266786</td></tr>\n\t<tr><td>1058714</td><td>1265863</td></tr>\n\t<tr><td>1057746</td><td>1264169</td></tr>\n\t<tr><td>1057979</td><td>1263544</td></tr>\n\t<tr><td>1057545</td><td>1262850</td></tr>\n\t<tr><td>1057655</td><td>1261501</td></tr>\n\t<tr><td>1058282</td><td>1259855</td></tr>\n\t<tr><td>1058135</td><td>1259691</td></tr>\n\t<tr><td>1057110</td><td>1259893</td></tr>\n\t<tr><td>1056867</td><td>1259694</td></tr>\n\t<tr><td>1055923</td><td>1258319</td></tr>\n\t<tr><td>1054913</td><td>1257486</td></tr>\n\t<tr><td>1053718</td><td>1255585</td></tr>\n\t<tr><td>1051995</td><td>1254138</td></tr>\n\t<tr><td>1051366</td><td>1252678</td></tr>\n\t<tr><td>1048227</td><td>1249372</td></tr>\n\t<tr><td>1043410</td><td>1255374</td></tr>\n\t<tr><td>1043582</td><td>1255710</td></tr>\n\t<tr><td>1033955</td><td>1254692</td></tr>\n\t<tr><td>1032275</td><td>1270415</td></tr>\n\t<tr><td>1030780</td><td>1270248</td></tr>\n\t<tr><td>1029201</td><td>1284895</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1236803</td><td>1057079</td></tr>\n\t<tr><td>1238991</td><td>1041106</td></tr>\n\t<tr><td>1258555</td><td>1043986</td></tr>\n\t<tr><td>1260244</td><td>1031384</td></tr>\n\t<tr><td>1263257</td><td>1031755</td></tr>\n\t<tr><td>1264527</td><td>1021972</td></tr>\n\t<tr><td>1261646</td><td>1021559</td></tr>\n\t<tr><td>1263206</td><td>1009931</td></tr>\n\t<tr><td>1245523</td><td>1007500</td></tr>\n\t<tr><td>1244953</td><td>1008141</td></tr>\n\t<tr><td>1244860</td><td>1008628</td></tr>\n\t<tr><td>1244155</td><td>1008810</td></tr>\n\t<tr><td>1243510</td><td>1009752</td></tr>\n\t<tr><td>1243088</td><td>1011222</td></tr>\n\t<tr><td>1242424</td><td>1011480</td></tr>\n\t<tr><td>1231733</td><td>1009918</td></tr>\n\t<tr><td>1231488</td><td>1011508</td></tr>\n\t<tr><td>1214392</td><td>1009517</td></tr>\n\t<tr><td>1214306</td><td>1010160</td></tr>\n\t<tr><td>1214628</td><td>1010674</td></tr>\n\t<tr><td>1214148</td><td>1011440</td></tr>\n\t<tr><td>1214131</td><td>1012094</td></tr>\n\t<tr><td>1213424</td><td>1013220</td></tr>\n\t<tr><td>1212907</td><td>1013346</td></tr>\n\t<tr><td>1212754</td><td>1013757</td></tr>\n\t<tr><td>1213172</td><td>1014864</td></tr>\n\t<tr><td>1213059</td><td>1015141</td></tr>\n\t<tr><td>1215542</td><td>1015659</td></tr>\n\t<tr><td>1215847</td><td>1016136</td></tr>\n\t<tr><td>1216218</td><td>1016243</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1227897</td><td>1052501</td></tr>\n\t<tr><td>1228079</td><td>1052847</td></tr>\n\t<tr><td>1228183</td><td>1052498</td></tr>\n\t<tr><td>1229617</td><td>1052518</td></tr>\n\t<tr><td>1229661</td><td>1051943</td></tr>\n\t<tr><td>1229891</td><td>1052496</td></tr>\n\t<tr><td>1230590</td><td>1052682</td></tr>\n\t<tr><td>1231318</td><td>1053533</td></tr>\n\t<tr><td>1231543</td><td>1053355</td></tr>\n\t<tr><td>1231396</td><td>1052620</td></tr>\n\t<tr><td>1232048</td><td>1052675</td></tr>\n\t<tr><td>1232551</td><td>1052393</td></tr>\n\t<tr><td>1233149</td><td>1052794</td></tr>\n\t<tr><td>1232980</td><td>1053099</td></tr>\n\t<tr><td>1233486</td><td>1053340</td></tr>\n\t<tr><td>1233825</td><td>1053115</td></tr>\n\t<tr><td>1233545</td><td>1052696</td></tr>\n\t<tr><td>1234363</td><td>1052938</td></tr>\n\t<tr><td>1234288</td><td>1053291</td></tr>\n\t<tr><td>1234836</td><td>1053102</td></tr>\n\t<tr><td>1234964</td><td>1053745</td></tr>\n\t<tr><td>1235240</td><td>1053892</td></tr>\n\t<tr><td>1235318</td><td>1054861</td></tr>\n\t<tr><td>1235783</td><td>1054856</td></tr>\n\t<tr><td>1236221</td><td>1055693</td></tr>\n\t<tr><td>1236748</td><td>1056055</td></tr>\n\t<tr><td>1236368</td><td>1056519</td></tr>\n\t<tr><td>1236852</td><td>1056460</td></tr>\n\t<tr><td>1236588</td><td>1056842</td></tr>\n\t<tr><td>1236803</td><td>1057079</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1180769 </td><td>994564.7</td></tr>\n\t<tr><td>1180913 </td><td>991542.5</td></tr>\n\t<tr><td>1181429 </td><td>990975.5</td></tr>\n\t<tr><td>1181524 </td><td>989929.1</td></tr>\n\t<tr><td>1182013 </td><td>989446.0</td></tr>\n\t<tr><td>1182237 </td><td>988483.5</td></tr>\n\t<tr><td>1182182 </td><td>987291.2</td></tr>\n\t<tr><td>1182415 </td><td>987190.7</td></tr>\n\t<tr><td>1182223 </td><td>986944.4</td></tr>\n\t<tr><td>1182321 </td><td>986317.6</td></tr>\n\t<tr><td>1182000 </td><td>984429.9</td></tr>\n\t<tr><td>1182111 </td><td>983642.7</td></tr>\n\t<tr><td>1182494 </td><td>983467.3</td></tr>\n\t<tr><td>1182358 </td><td>983276.9</td></tr>\n\t<tr><td>1182554 </td><td>983320.8</td></tr>\n\t<tr><td>1182714 </td><td>982917.9</td></tr>\n\t<tr><td>1182613 </td><td>982233.7</td></tr>\n\t<tr><td>1182386 </td><td>982234.7</td></tr>\n\t<tr><td>1182785 </td><td>981220.6</td></tr>\n\t<tr><td>1181905 </td><td>980303.0</td></tr>\n\t<tr><td>1182031 </td><td>979985.3</td></tr>\n\t<tr><td>1181688 </td><td>979315.7</td></tr>\n\t<tr><td>1181454 </td><td>979354.0</td></tr>\n\t<tr><td>1181334 </td><td>978480.2</td></tr>\n\t<tr><td>1181008 </td><td>978123.6</td></tr>\n\t<tr><td>1180584 </td><td>978128.2</td></tr>\n\t<tr><td>1180221 </td><td>977671.6</td></tr>\n\t<tr><td>1180480 </td><td>974379.3</td></tr>\n\t<tr><td>1179371 </td><td>973827.2</td></tr>\n\t<tr><td>1179526 </td><td>973575.2</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1179262 </td><td>969324.0</td></tr>\n\t<tr><td>1179347 </td><td>969042.3</td></tr>\n\t<tr><td>1178784 </td><td>968537.5</td></tr>\n\t<tr><td>1179020 </td><td>968657.5</td></tr>\n\t<tr><td>1178842 </td><td>968305.2</td></tr>\n\t<tr><td>1179029 </td><td>967504.9</td></tr>\n\t<tr><td>1178289 </td><td>966955.6</td></tr>\n\t<tr><td>1178602 </td><td>966552.1</td></tr>\n\t<tr><td>1178314 </td><td>966496.2</td></tr>\n\t<tr><td>1178518 </td><td>966284.2</td></tr>\n\t<tr><td>1179257 </td><td>961414.0</td></tr>\n\t<tr><td>1163881 </td><td>959838.1</td></tr>\n\t<tr><td>1159655 </td><td>959373.2</td></tr>\n\t<tr><td>1159803 </td><td>957986.2</td></tr>\n\t<tr><td>1158411 </td><td>957817.5</td></tr>\n\t<tr><td>1158258 </td><td>959221.8</td></tr>\n\t<tr><td>1138567 </td><td>957032.7</td></tr>\n\t<tr><td>1138087 </td><td>960960.7</td></tr>\n\t<tr><td>1137788 </td><td>963744.9</td></tr>\n\t<tr><td>1136780 </td><td>963627.1</td></tr>\n\t<tr><td>1136662 </td><td>964664.9</td></tr>\n\t<tr><td>1137661 </td><td>964790.0</td></tr>\n\t<tr><td>1134900 </td><td>989455.3</td></tr>\n\t<tr><td>1157518 </td><td>992060.6</td></tr>\n\t<tr><td>1157725 </td><td>990606.3</td></tr>\n\t<tr><td>1160009 </td><td>990846.2</td></tr>\n\t<tr><td>1161930 </td><td>991073.3</td></tr>\n\t<tr><td>1161758 </td><td>992543.4</td></tr>\n\t<tr><td>1167421 </td><td>993191.6</td></tr>\n\t<tr><td>1180769 </td><td>994564.7</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1264293</td><td>1271742</td></tr>\n\t<tr><td>1265492</td><td>1270062</td></tr>\n\t<tr><td>1266277</td><td>1269586</td></tr>\n\t<tr><td>1266521</td><td>1267619</td></tr>\n\t<tr><td>1267204</td><td>1265877</td></tr>\n\t<tr><td>1269204</td><td>1264348</td></tr>\n\t<tr><td>1270481</td><td>1264162</td></tr>\n\t<tr><td>1271370</td><td>1263904</td></tr>\n\t<tr><td>1272359</td><td>1262750</td></tr>\n\t<tr><td>1273603</td><td>1262294</td></tr>\n\t<tr><td>1274298</td><td>1262419</td></tr>\n\t<tr><td>1275164</td><td>1263210</td></tr>\n\t<tr><td>1276008</td><td>1263224</td></tr>\n\t<tr><td>1277322</td><td>1261961</td></tr>\n\t<tr><td>1279325</td><td>1261666</td></tr>\n\t<tr><td>1280903</td><td>1260687</td></tr>\n\t<tr><td>1281990</td><td>1260515</td></tr>\n\t<tr><td>1283489</td><td>1258775</td></tr>\n\t<tr><td>1283950</td><td>1258672</td></tr>\n\t<tr><td>1262745</td><td>1234091</td></tr>\n\t<tr><td>1261163</td><td>1235094</td></tr>\n\t<tr><td>1260713</td><td>1236101</td></tr>\n\t<tr><td>1259599</td><td>1236739</td></tr>\n\t<tr><td>1259540</td><td>1237218</td></tr>\n\t<tr><td>1258653</td><td>1238423</td></tr>\n\t<tr><td>1257858</td><td>1238742</td></tr>\n\t<tr><td>1257665</td><td>1239172</td></tr>\n\t<tr><td>1257957</td><td>1239974</td></tr>\n\t<tr><td>1257906</td><td>1240667</td></tr>\n\t<tr><td>1256796</td><td>1241354</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1248647</td><td>1266984</td></tr>\n\t<tr><td>1248811</td><td>1267216</td></tr>\n\t<tr><td>1248526</td><td>1267898</td></tr>\n\t<tr><td>1249713</td><td>1268038</td></tr>\n\t<tr><td>1249891</td><td>1268577</td></tr>\n\t<tr><td>1250383</td><td>1268430</td></tr>\n\t<tr><td>1250377</td><td>1269320</td></tr>\n\t<tr><td>1250695</td><td>1269359</td></tr>\n\t<tr><td>1251173</td><td>1268604</td></tr>\n\t<tr><td>1251526</td><td>1268665</td></tr>\n\t<tr><td>1251326</td><td>1269638</td></tr>\n\t<tr><td>1252047</td><td>1269423</td></tr>\n\t<tr><td>1252247</td><td>1269602</td></tr>\n\t<tr><td>1251752</td><td>1270801</td></tr>\n\t<tr><td>1251942</td><td>1270995</td></tr>\n\t<tr><td>1252894</td><td>1270284</td></tr>\n\t<tr><td>1253295</td><td>1270930</td></tr>\n\t<tr><td>1253851</td><td>1270956</td></tr>\n\t<tr><td>1254054</td><td>1271537</td></tr>\n\t<tr><td>1255615</td><td>1271809</td></tr>\n\t<tr><td>1256069</td><td>1272164</td></tr>\n\t<tr><td>1256991</td><td>1271490</td></tr>\n\t<tr><td>1258008</td><td>1271494</td></tr>\n\t<tr><td>1259566</td><td>1270611</td></tr>\n\t<tr><td>1259819</td><td>1270718</td></tr>\n\t<tr><td>1259950</td><td>1271214</td></tr>\n\t<tr><td>1261761</td><td>1271728</td></tr>\n\t<tr><td>1261968</td><td>1272190</td></tr>\n\t<tr><td>1263423</td><td>1271577</td></tr>\n\t<tr><td>1264293</td><td>1271742</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1187811 </td><td>998026.6</td></tr>\n\t<tr><td>1188233 </td><td>996313.6</td></tr>\n\t<tr><td>1187860 </td><td>995703.6</td></tr>\n\t<tr><td>1188054 </td><td>995364.1</td></tr>\n\t<tr><td>1187871 </td><td>994260.0</td></tr>\n\t<tr><td>1188386 </td><td>993878.6</td></tr>\n\t<tr><td>1188395 </td><td>992856.4</td></tr>\n\t<tr><td>1189066 </td><td>991855.4</td></tr>\n\t<tr><td>1189735 </td><td>992119.4</td></tr>\n\t<tr><td>1190742 </td><td>991358.8</td></tr>\n\t<tr><td>1191072 </td><td>991363.9</td></tr>\n\t<tr><td>1191881 </td><td>990113.9</td></tr>\n\t<tr><td>1193338 </td><td>989153.7</td></tr>\n\t<tr><td>1193558 </td><td>988622.4</td></tr>\n\t<tr><td>1194185 </td><td>988281.7</td></tr>\n\t<tr><td>1195696 </td><td>987744.0</td></tr>\n\t<tr><td>1197449 </td><td>988322.7</td></tr>\n\t<tr><td>1198631 </td><td>987598.5</td></tr>\n\t<tr><td>1198997 </td><td>986696.4</td></tr>\n\t<tr><td>1198748 </td><td>985492.6</td></tr>\n\t<tr><td>1199408 </td><td>984380.8</td></tr>\n\t<tr><td>1199534 </td><td>981826.7</td></tr>\n\t<tr><td>1201378 </td><td>979943.0</td></tr>\n\t<tr><td>1202604 </td><td>979485.3</td></tr>\n\t<tr><td>1202964 </td><td>977369.1</td></tr>\n\t<tr><td>1202643 </td><td>976989.2</td></tr>\n\t<tr><td>1202377 </td><td>975128.1</td></tr>\n\t<tr><td>1201886 </td><td>974557.7</td></tr>\n\t<tr><td>1201740 </td><td>973802.6</td></tr>\n\t<tr><td>1202143 </td><td>972324.9</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1181008 </td><td>978123.6</td></tr>\n\t<tr><td>1181334 </td><td>978480.2</td></tr>\n\t<tr><td>1181454 </td><td>979354.0</td></tr>\n\t<tr><td>1181688 </td><td>979315.7</td></tr>\n\t<tr><td>1182031 </td><td>979985.3</td></tr>\n\t<tr><td>1181905 </td><td>980303.0</td></tr>\n\t<tr><td>1182785 </td><td>981220.6</td></tr>\n\t<tr><td>1182386 </td><td>982234.7</td></tr>\n\t<tr><td>1182613 </td><td>982233.7</td></tr>\n\t<tr><td>1182714 </td><td>982917.9</td></tr>\n\t<tr><td>1182554 </td><td>983320.8</td></tr>\n\t<tr><td>1182358 </td><td>983276.9</td></tr>\n\t<tr><td>1182494 </td><td>983467.3</td></tr>\n\t<tr><td>1182111 </td><td>983642.7</td></tr>\n\t<tr><td>1182000 </td><td>984429.9</td></tr>\n\t<tr><td>1182321 </td><td>986317.6</td></tr>\n\t<tr><td>1182223 </td><td>986944.4</td></tr>\n\t<tr><td>1182415 </td><td>987190.7</td></tr>\n\t<tr><td>1182182 </td><td>987291.2</td></tr>\n\t<tr><td>1182237 </td><td>988483.5</td></tr>\n\t<tr><td>1182013 </td><td>989446.0</td></tr>\n\t<tr><td>1181524 </td><td>989929.1</td></tr>\n\t<tr><td>1181429 </td><td>990975.5</td></tr>\n\t<tr><td>1180913 </td><td>991542.5</td></tr>\n\t<tr><td>1180769 </td><td>994564.7</td></tr>\n\t<tr><td>1185681 </td><td>995069.6</td></tr>\n\t<tr><td>1185600 </td><td>995827.1</td></tr>\n\t<tr><td>1186948 </td><td>996337.1</td></tr>\n\t<tr><td>1186796 </td><td>997843.6</td></tr>\n\t<tr><td>1187811 </td><td>998026.6</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1048587</td><td>1222300</td></tr>\n\t<tr><td>1048052</td><td>1220064</td></tr>\n\t<tr><td>1047461</td><td>1219384</td></tr>\n\t<tr><td>1047758</td><td>1218348</td></tr>\n\t<tr><td>1047537</td><td>1217490</td></tr>\n\t<tr><td>1047700</td><td>1216368</td></tr>\n\t<tr><td>1047918</td><td>1216190</td></tr>\n\t<tr><td>1047804</td><td>1215196</td></tr>\n\t<tr><td>1048208</td><td>1214741</td></tr>\n\t<tr><td>1049503</td><td>1211211</td></tr>\n\t<tr><td>1049979</td><td>1210982</td></tr>\n\t<tr><td>1049916</td><td>1210713</td></tr>\n\t<tr><td>1050272</td><td>1210480</td></tr>\n\t<tr><td>1050134</td><td>1210170</td></tr>\n\t<tr><td>1050368</td><td>1210214</td></tr>\n\t<tr><td>1051234</td><td>1209479</td></tr>\n\t<tr><td>1051336</td><td>1209035</td></tr>\n\t<tr><td>1051548</td><td>1209151</td></tr>\n\t<tr><td>1051769</td><td>1208872</td></tr>\n\t<tr><td>1052549</td><td>1207306</td></tr>\n\t<tr><td>1052652</td><td>1206577</td></tr>\n\t<tr><td>1053104</td><td>1206454</td></tr>\n\t<tr><td>1053583</td><td>1206674</td></tr>\n\t<tr><td>1054148</td><td>1205695</td></tr>\n\t<tr><td>1055299</td><td>1204901</td></tr>\n\t<tr><td>1055989</td><td>1205144</td></tr>\n\t<tr><td>1056323</td><td>1204778</td></tr>\n\t<tr><td>1057712</td><td>1204647</td></tr>\n\t<tr><td>1057703</td><td>1204180</td></tr>\n\t<tr><td>1058436</td><td>1203730</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1020557</td><td>1192340</td></tr>\n\t<tr><td>1020341</td><td>1194184</td></tr>\n\t<tr><td>1019442</td><td>1194088</td></tr>\n\t<tr><td>1019505</td><td>1193499</td></tr>\n\t<tr><td>1012381</td><td>1209358</td></tr>\n\t<tr><td>1012582</td><td>1209947</td></tr>\n\t<tr><td>1013925</td><td>1210609</td></tr>\n\t<tr><td>1014895</td><td>1211520</td></tr>\n\t<tr><td>1014446</td><td>1212694</td></tr>\n\t<tr><td>1014858</td><td>1213224</td></tr>\n\t<tr><td>1016602</td><td>1212464</td></tr>\n\t<tr><td>1017789</td><td>1211540</td></tr>\n\t<tr><td>1018134</td><td>1211760</td></tr>\n\t<tr><td>1018858</td><td>1211352</td></tr>\n\t<tr><td>1019564</td><td>1211535</td></tr>\n\t<tr><td>1019819</td><td>1212096</td></tr>\n\t<tr><td>1020819</td><td>1212651</td></tr>\n\t<tr><td>1020811</td><td>1213731</td></tr>\n\t<tr><td>1021664</td><td>1214267</td></tr>\n\t<tr><td>1021605</td><td>1215414</td></tr>\n\t<tr><td>1022082</td><td>1216150</td></tr>\n\t<tr><td>1022757</td><td>1216510</td></tr>\n\t<tr><td>1024237</td><td>1218228</td></tr>\n\t<tr><td>1025162</td><td>1218299</td></tr>\n\t<tr><td>1026145</td><td>1218888</td></tr>\n\t<tr><td>1026362</td><td>1220658</td></tr>\n\t<tr><td>1046797</td><td>1223044</td></tr>\n\t<tr><td>1047415</td><td>1223081</td></tr>\n\t<tr><td>1047543</td><td>1222174</td></tr>\n\t<tr><td>1048587</td><td>1222300</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1123543</td><td>1158024</td></tr>\n\t<tr><td>1123870</td><td>1154870</td></tr>\n\t<tr><td>1125238</td><td>1154639</td></tr>\n\t<tr><td>1125548</td><td>1153589</td></tr>\n\t<tr><td>1126286</td><td>1153408</td></tr>\n\t<tr><td>1127207</td><td>1152729</td></tr>\n\t<tr><td>1127117</td><td>1152461</td></tr>\n\t<tr><td>1127577</td><td>1152434</td></tr>\n\t<tr><td>1127684</td><td>1151786</td></tr>\n\t<tr><td>1128192</td><td>1151585</td></tr>\n\t<tr><td>1128101</td><td>1151114</td></tr>\n\t<tr><td>1128695</td><td>1150489</td></tr>\n\t<tr><td>1128430</td><td>1150110</td></tr>\n\t<tr><td>1128548</td><td>1149883</td></tr>\n\t<tr><td>1128788</td><td>1150165</td></tr>\n\t<tr><td>1129019</td><td>1149796</td></tr>\n\t<tr><td>1129373</td><td>1149775</td></tr>\n\t<tr><td>1130593</td><td>1148400</td></tr>\n\t<tr><td>1130502</td><td>1148117</td></tr>\n\t<tr><td>1130973</td><td>1147384</td></tr>\n\t<tr><td>1131432</td><td>1146944</td></tr>\n\t<tr><td>1131833</td><td>1146951</td></tr>\n\t<tr><td>1132499</td><td>1146213</td></tr>\n\t<tr><td>1133014</td><td>1146149</td></tr>\n\t<tr><td>1133911</td><td>1145477</td></tr>\n\t<tr><td>1134580</td><td>1145592</td></tr>\n\t<tr><td>1135146</td><td>1145136</td></tr>\n\t<tr><td>1135733</td><td>1145252</td></tr>\n\t<tr><td>1136536</td><td>1144625</td></tr>\n\t<tr><td>1137325</td><td>1144856</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1110338</td><td>1131564</td></tr>\n\t<tr><td>1110894</td><td>1131472</td></tr>\n\t<tr><td>1110849</td><td>1131911</td></tr>\n\t<tr><td>1111257</td><td>1131941</td></tr>\n\t<tr><td>1111340</td><td>1132623</td></tr>\n\t<tr><td>1110969</td><td>1132386</td></tr>\n\t<tr><td>1110444</td><td>1132928</td></tr>\n\t<tr><td>1109700</td><td>1132378</td></tr>\n\t<tr><td>1109701</td><td>1132802</td></tr>\n\t<tr><td>1109187</td><td>1133584</td></tr>\n\t<tr><td>1106341</td><td>1136165</td></tr>\n\t<tr><td>1106135</td><td>1137438</td></tr>\n\t<tr><td>1105242</td><td>1137160</td></tr>\n\t<tr><td>1105201</td><td>1136489</td></tr>\n\t<tr><td>1104179</td><td>1136003</td></tr>\n\t<tr><td>1103028</td><td>1136395</td></tr>\n\t<tr><td>1102840</td><td>1137038</td></tr>\n\t<tr><td>1102405</td><td>1137005</td></tr>\n\t<tr><td>1101725</td><td>1136221</td></tr>\n\t<tr><td>1099875</td><td>1135835</td></tr>\n\t<tr><td>1097827</td><td>1136216</td></tr>\n\t<tr><td>1097075</td><td>1136874</td></tr>\n\t<tr><td>1100463</td><td>1149799</td></tr>\n\t<tr><td>1102777</td><td>1150059</td></tr>\n\t<tr><td>1102106</td><td>1155443</td></tr>\n\t<tr><td>1115579</td><td>1157075</td></tr>\n\t<tr><td>1115491</td><td>1157986</td></tr>\n\t<tr><td>1116396</td><td>1158101</td></tr>\n\t<tr><td>1116503</td><td>1157182</td></tr>\n\t<tr><td>1123543</td><td>1158024</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1161518</td><td>1070725</td></tr>\n\t<tr><td>1163783</td><td>1051464</td></tr>\n\t<tr><td>1164470</td><td>1045942</td></tr>\n\t<tr><td>1146712</td><td>1043560</td></tr>\n\t<tr><td>1145790</td><td>1043722</td></tr>\n\t<tr><td>1145245</td><td>1044348</td></tr>\n\t<tr><td>1144239</td><td>1043990</td></tr>\n\t<tr><td>1143495</td><td>1044464</td></tr>\n\t<tr><td>1143413</td><td>1045115</td></tr>\n\t<tr><td>1142564</td><td>1045635</td></tr>\n\t<tr><td>1142325</td><td>1046071</td></tr>\n\t<tr><td>1142504</td><td>1044838</td></tr>\n\t<tr><td>1141558</td><td>1044725</td></tr>\n\t<tr><td>1141294</td><td>1046672</td></tr>\n\t<tr><td>1141211</td><td>1046487</td></tr>\n\t<tr><td>1139072</td><td>1046358</td></tr>\n\t<tr><td>1136783</td><td>1046613</td></tr>\n\t<tr><td>1135773</td><td>1047042</td></tr>\n\t<tr><td>1134679</td><td>1047055</td></tr>\n\t<tr><td>1134353</td><td>1046693</td></tr>\n\t<tr><td>1133540</td><td>1046505</td></tr>\n\t<tr><td>1133300</td><td>1046830</td></tr>\n\t<tr><td>1133410</td><td>1047980</td></tr>\n\t<tr><td>1134291</td><td>1048682</td></tr>\n\t<tr><td>1133331</td><td>1050592</td></tr>\n\t<tr><td>1133781</td><td>1051185</td></tr>\n\t<tr><td>1133320</td><td>1051984</td></tr>\n\t<tr><td>1133276</td><td>1052535</td></tr>\n\t<tr><td>1133983</td><td>1054058</td></tr>\n\t<tr><td>1134129</td><td>1055314</td></tr>\n\t<tr><td>1133236</td><td>1056800</td></tr>\n\t<tr><td>1133235</td><td>1058087</td></tr>\n\t<tr><td>1132266</td><td>1059155</td></tr>\n\t<tr><td>1132358</td><td>1059728</td></tr>\n\t<tr><td>1130445</td><td>1062591</td></tr>\n\t<tr><td>1130772</td><td>1062695</td></tr>\n\t<tr><td>1130739</td><td>1063119</td></tr>\n\t<tr><td>1130198</td><td>1063135</td></tr>\n\t<tr><td>1129815</td><td>1064818</td></tr>\n\t<tr><td>1129925</td><td>1065206</td></tr>\n\t<tr><td>1129116</td><td>1065657</td></tr>\n\t<tr><td>1128688</td><td>1066757</td></tr>\n\t<tr><td>1161518</td><td>1070725</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>960826.6</td><td>1378740 </td></tr>\n\t<tr><td>960250.6</td><td>1376274 </td></tr>\n\t<tr><td>956009.0</td><td>1366018 </td></tr>\n\t<tr><td>955029.0</td><td>1361023 </td></tr>\n\t<tr><td>955940.4</td><td>1352972 </td></tr>\n\t<tr><td>955227.6</td><td>1352036 </td></tr>\n\t<tr><td>955238.7</td><td>1349802 </td></tr>\n\t<tr><td>953061.9</td><td>1345883 </td></tr>\n\t<tr><td>953404.5</td><td>1342584 </td></tr>\n\t<tr><td>950053.0</td><td>1337082 </td></tr>\n\t<tr><td>942724.3</td><td>1362889 </td></tr>\n\t<tr><td>939220.7</td><td>1376495 </td></tr>\n\t<tr><td>951037.5</td><td>1377615 </td></tr>\n\t<tr><td>960826.6</td><td>1378740 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1071887</td><td>1349034</td></tr>\n\t<tr><td>1071728</td><td>1348641</td></tr>\n\t<tr><td>1072304</td><td>1342137</td></tr>\n\t<tr><td>1080546</td><td>1335443</td></tr>\n\t<tr><td>1081978</td><td>1335308</td></tr>\n\t<tr><td>1082015</td><td>1334872</td></tr>\n\t<tr><td>1081340</td><td>1334833</td></tr>\n\t<tr><td>1082510</td><td>1334292</td></tr>\n\t<tr><td>1093350</td><td>1331010</td></tr>\n\t<tr><td>1093039</td><td>1330783</td></tr>\n\t<tr><td>1093000</td><td>1330119</td></tr>\n\t<tr><td>1093563</td><td>1330194</td></tr>\n\t<tr><td>1094222</td><td>1329632</td></tr>\n\t<tr><td>1094318</td><td>1329226</td></tr>\n\t<tr><td>1093925</td><td>1328744</td></tr>\n\t<tr><td>1093840</td><td>1327923</td></tr>\n\t<tr><td>1093412</td><td>1327065</td></tr>\n\t<tr><td>1094116</td><td>1326686</td></tr>\n\t<tr><td>1093922</td><td>1325504</td></tr>\n\t<tr><td>1094446</td><td>1324853</td></tr>\n\t<tr><td>1094041</td><td>1324237</td></tr>\n\t<tr><td>1094529</td><td>1324158</td></tr>\n\t<tr><td>1095613</td><td>1322385</td></tr>\n\t<tr><td>1096178</td><td>1322789</td></tr>\n\t<tr><td>1096565</td><td>1321857</td></tr>\n\t<tr><td>1069256</td><td>1318576</td></tr>\n\t<tr><td>1068729</td><td>1323667</td></tr>\n\t<tr><td>1067604</td><td>1333251</td></tr>\n\t<tr><td>1061904</td><td>1332623</td></tr>\n\t<tr><td>1058445</td><td>1341258</td></tr>\n\t<tr><td>1058260</td><td>1342851</td></tr>\n\t<tr><td>1058125</td><td>1343280</td></tr>\n\t<tr><td>1059379</td><td>1344116</td></tr>\n\t<tr><td>1058856</td><td>1344811</td></tr>\n\t<tr><td>1059489</td><td>1345361</td></tr>\n\t<tr><td>1060277</td><td>1345307</td></tr>\n\t<tr><td>1060529</td><td>1344959</td></tr>\n\t<tr><td>1060927</td><td>1344892</td></tr>\n\t<tr><td>1061472</td><td>1345371</td></tr>\n\t<tr><td>1062438</td><td>1344801</td></tr>\n\t<tr><td>1062896</td><td>1344176</td></tr>\n\t<tr><td>1064189</td><td>1344375</td></tr>\n\t<tr><td>1064149</td><td>1344696</td></tr>\n\t<tr><td>1064403</td><td>1344850</td></tr>\n\t<tr><td>1065183</td><td>1344376</td></tr>\n\t<tr><td>1066362</td><td>1344340</td></tr>\n\t<tr><td>1065977</td><td>1347734</td></tr>\n\t<tr><td>1068780</td><td>1348010</td></tr>\n\t<tr><td>1068781</td><td>1348322</td></tr>\n\t<tr><td>1069192</td><td>1348458</td></tr>\n\t<tr><td>1069496</td><td>1349588</td></tr>\n\t<tr><td>1069911</td><td>1350007</td></tr>\n\t<tr><td>1070663</td><td>1350247</td></tr>\n\t<tr><td>1070923</td><td>1350639</td></tr>\n\t<tr><td>1071736</td><td>1349723</td></tr>\n\t<tr><td>1071887</td><td>1349034</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1102905 </td><td>956741.2</td></tr>\n\t<tr><td>1104749 </td><td>941796.5</td></tr>\n\t<tr><td>1107760 </td><td>913785.1</td></tr>\n\t<tr><td>1098833 </td><td>913006.1</td></tr>\n\t<tr><td>1061672 </td><td>910647.9</td></tr>\n\t<tr><td>1061599 </td><td>911375.6</td></tr>\n\t<tr><td>1060653 </td><td>912875.9</td></tr>\n\t<tr><td>1060789 </td><td>914494.6</td></tr>\n\t<tr><td>1060968 </td><td>914940.5</td></tr>\n\t<tr><td>1061508 </td><td>915261.5</td></tr>\n\t<tr><td>1061245 </td><td>915857.3</td></tr>\n\t<tr><td>1061369 </td><td>916442.5</td></tr>\n\t<tr><td>1062100 </td><td>916517.5</td></tr>\n\t<tr><td>1062294 </td><td>916909.7</td></tr>\n\t<tr><td>1062167 </td><td>917499.1</td></tr>\n\t<tr><td>1063067 </td><td>917605.2</td></tr>\n\t<tr><td>1063088 </td><td>918077.8</td></tr>\n\t<tr><td>1063548 </td><td>918423.0</td></tr>\n\t<tr><td>1064110 </td><td>918310.5</td></tr>\n\t<tr><td>1064832 </td><td>918619.5</td></tr>\n\t<tr><td>1064799 </td><td>918895.5</td></tr>\n\t<tr><td>1065058 </td><td>919071.7</td></tr>\n\t<tr><td>1065460 </td><td>918917.8</td></tr>\n\t<tr><td>1065937 </td><td>919925.5</td></tr>\n\t<tr><td>1065993 </td><td>920671.0</td></tr>\n\t<tr><td>1066422 </td><td>921270.3</td></tr>\n\t<tr><td>1067679 </td><td>921284.8</td></tr>\n\t<tr><td>1067344 </td><td>923058.6</td></tr>\n\t<tr><td>1067762 </td><td>923343.3</td></tr>\n\t<tr><td>1067620 </td><td>923897.3</td></tr>\n\t<tr><td>1067850 </td><td>924383.5</td></tr>\n\t<tr><td>1068228 </td><td>924439.7</td></tr>\n\t<tr><td>1068690 </td><td>925087.6</td></tr>\n\t<tr><td>1068627 </td><td>925449.7</td></tr>\n\t<tr><td>1069000 </td><td>925550.0</td></tr>\n\t<tr><td>1068699 </td><td>926141.1</td></tr>\n\t<tr><td>1068431 </td><td>929901.8</td></tr>\n\t<tr><td>1068675 </td><td>929928.7</td></tr>\n\t<tr><td>1068557 </td><td>930918.8</td></tr>\n\t<tr><td>1069597 </td><td>931028.5</td></tr>\n\t<tr><td>1067836 </td><td>948284.8</td></tr>\n\t<tr><td>1068839 </td><td>948382.9</td></tr>\n\t<tr><td>1068722 </td><td>949391.8</td></tr>\n\t<tr><td>1069728 </td><td>949510.6</td></tr>\n\t<tr><td>1069550 </td><td>951629.1</td></tr>\n\t<tr><td>1077599 </td><td>952459.6</td></tr>\n\t<tr><td>1077543 </td><td>953735.2</td></tr>\n\t<tr><td>1087193 </td><td>954851.2</td></tr>\n\t<tr><td>1090451 </td><td>955176.1</td></tr>\n\t<tr><td>1102905 </td><td>956741.2</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1098712</td><td>1256665</td></tr>\n\t<tr><td>1096077</td><td>1253382</td></tr>\n\t<tr><td>1092233</td><td>1240286</td></tr>\n\t<tr><td>1092201</td><td>1240761</td></tr>\n\t<tr><td>1090964</td><td>1241512</td></tr>\n\t<tr><td>1090785</td><td>1241985</td></tr>\n\t<tr><td>1089746</td><td>1241899</td></tr>\n\t<tr><td>1089869</td><td>1242545</td></tr>\n\t<tr><td>1089417</td><td>1242376</td></tr>\n\t<tr><td>1088726</td><td>1242560</td></tr>\n\t<tr><td>1088211</td><td>1243261</td></tr>\n\t<tr><td>1087899</td><td>1243086</td></tr>\n\t<tr><td>1087774</td><td>1242373</td></tr>\n\t<tr><td>1086710</td><td>1242566</td></tr>\n\t<tr><td>1086825</td><td>1243132</td></tr>\n\t<tr><td>1085518</td><td>1242969</td></tr>\n\t<tr><td>1081781</td><td>1242570</td></tr>\n\t<tr><td>1081995</td><td>1240709</td></tr>\n\t<tr><td>1080307</td><td>1240470</td></tr>\n\t<tr><td>1080088</td><td>1242371</td></tr>\n\t<tr><td>1076638</td><td>1241976</td></tr>\n\t<tr><td>1070344</td><td>1241311</td></tr>\n\t<tr><td>1066219</td><td>1276816</td></tr>\n\t<tr><td>1066441</td><td>1276674</td></tr>\n\t<tr><td>1067120</td><td>1277231</td></tr>\n\t<tr><td>1069340</td><td>1276919</td></tr>\n\t<tr><td>1070405</td><td>1276454</td></tr>\n\t<tr><td>1071107</td><td>1276530</td></tr>\n\t<tr><td>1072104</td><td>1276248</td></tr>\n\t<tr><td>1072795</td><td>1276491</td></tr>\n\t<tr><td>1072943</td><td>1276115</td></tr>\n\t<tr><td>1073266</td><td>1276347</td></tr>\n\t<tr><td>1073890</td><td>1275489</td></tr>\n\t<tr><td>1073366</td><td>1275098</td></tr>\n\t<tr><td>1075285</td><td>1271924</td></tr>\n\t<tr><td>1077624</td><td>1270819</td></tr>\n\t<tr><td>1079319</td><td>1269026</td></tr>\n\t<tr><td>1080475</td><td>1268359</td></tr>\n\t<tr><td>1080641</td><td>1267929</td></tr>\n\t<tr><td>1081201</td><td>1267886</td></tr>\n\t<tr><td>1082248</td><td>1267285</td></tr>\n\t<tr><td>1082956</td><td>1267250</td></tr>\n\t<tr><td>1083717</td><td>1266568</td></tr>\n\t<tr><td>1085201</td><td>1266168</td></tr>\n\t<tr><td>1086130</td><td>1265260</td></tr>\n\t<tr><td>1087425</td><td>1264533</td></tr>\n\t<tr><td>1089764</td><td>1261696</td></tr>\n\t<tr><td>1091290</td><td>1260987</td></tr>\n\t<tr><td>1093604</td><td>1258801</td></tr>\n\t<tr><td>1095284</td><td>1258484</td></tr>\n\t<tr><td>1095926</td><td>1257878</td></tr>\n\t<tr><td>1096791</td><td>1257492</td></tr>\n\t<tr><td>1097129</td><td>1257017</td></tr>\n\t<tr><td>1098712</td><td>1256665</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1199421</td><td>1120201</td></tr>\n\t<tr><td>1217335</td><td>1091623</td></tr>\n\t<tr><td>1226228</td><td>1098557</td></tr>\n\t<tr><td>1226459</td><td>1098375</td></tr>\n\t<tr><td>1227872</td><td>1097070</td></tr>\n\t<tr><td>1223386</td><td>1091109</td></tr>\n\t<tr><td>1222657</td><td>1091649</td></tr>\n\t<tr><td>1223241</td><td>1092427</td></tr>\n\t<tr><td>1222487</td><td>1093009</td></tr>\n\t<tr><td>1220819</td><td>1090754</td></tr>\n\t<tr><td>1222236</td><td>1089689</td></tr>\n\t<tr><td>1201054</td><td>1061627</td></tr>\n\t<tr><td>1201025</td><td>1062238</td></tr>\n\t<tr><td>1200565</td><td>1062027</td></tr>\n\t<tr><td>1199643</td><td>1063168</td></tr>\n\t<tr><td>1199586</td><td>1063444</td></tr>\n\t<tr><td>1199951</td><td>1063888</td></tr>\n\t<tr><td>1199358</td><td>1063910</td></tr>\n\t<tr><td>1199380</td><td>1064392</td></tr>\n\t<tr><td>1198738</td><td>1064699</td></tr>\n\t<tr><td>1198100</td><td>1064657</td></tr>\n\t<tr><td>1198211</td><td>1065068</td></tr>\n\t<tr><td>1198445</td><td>1064945</td></tr>\n\t<tr><td>1198533</td><td>1065560</td></tr>\n\t<tr><td>1197185</td><td>1065740</td></tr>\n\t<tr><td>1197242</td><td>1066487</td></tr>\n\t<tr><td>1197525</td><td>1066815</td></tr>\n\t<tr><td>1196919</td><td>1066924</td></tr>\n\t<tr><td>1196776</td><td>1066072</td></tr>\n\t<tr><td>1196313</td><td>1066420</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1189590</td><td>1079772</td></tr>\n\t<tr><td>1189896</td><td>1079621</td></tr>\n\t<tr><td>1190088</td><td>1080208</td></tr>\n\t<tr><td>1189344</td><td>1079961</td></tr>\n\t<tr><td>1189445</td><td>1080662</td></tr>\n\t<tr><td>1188444</td><td>1081524</td></tr>\n\t<tr><td>1188177</td><td>1081473</td></tr>\n\t<tr><td>1188231</td><td>1080782</td></tr>\n\t<tr><td>1187876</td><td>1080673</td></tr>\n\t<tr><td>1186989</td><td>1081869</td></tr>\n\t<tr><td>1187000</td><td>1082593</td></tr>\n\t<tr><td>1186377</td><td>1082428</td></tr>\n\t<tr><td>1186397</td><td>1082113</td></tr>\n\t<tr><td>1185734</td><td>1082674</td></tr>\n\t<tr><td>1187099</td><td>1084458</td></tr>\n\t<tr><td>1188066</td><td>1085237</td></tr>\n\t<tr><td>1187876</td><td>1085510</td></tr>\n\t<tr><td>1188329</td><td>1086125</td></tr>\n\t<tr><td>1186211</td><td>1087765</td></tr>\n\t<tr><td>1188938</td><td>1091317</td></tr>\n\t<tr><td>1180196</td><td>1098103</td></tr>\n\t<tr><td>1182398</td><td>1100948</td></tr>\n\t<tr><td>1182955</td><td>1101668</td></tr>\n\t<tr><td>1182270</td><td>1102204</td></tr>\n\t<tr><td>1182828</td><td>1102963</td></tr>\n\t<tr><td>1183568</td><td>1102418</td></tr>\n\t<tr><td>1187452</td><td>1107469</td></tr>\n\t<tr><td>1185260</td><td>1109160</td></tr>\n\t<tr><td>1195803</td><td>1123025</td></tr>\n\t<tr><td>1199421</td><td>1120201</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1157182</td><td>1099429</td></tr>\n\t<tr><td>1158036</td><td>1099527</td></tr>\n\t<tr><td>1158127</td><td>1098988</td></tr>\n\t<tr><td>1158577</td><td>1095427</td></tr>\n\t<tr><td>1157712</td><td>1095181</td></tr>\n\t<tr><td>1157834</td><td>1094248</td></tr>\n\t<tr><td>1158674</td><td>1094358</td></tr>\n\t<tr><td>1160313</td><td>1080702</td></tr>\n\t<tr><td>1161518</td><td>1070725</td></tr>\n\t<tr><td>1128688</td><td>1066757</td></tr>\n\t<tr><td>1128595</td><td>1067340</td></tr>\n\t<tr><td>1127829</td><td>1067556</td></tr>\n\t<tr><td>1128030</td><td>1068029</td></tr>\n\t<tr><td>1127805</td><td>1068382</td></tr>\n\t<tr><td>1127143</td><td>1067945</td></tr>\n\t<tr><td>1126764</td><td>1068011</td></tr>\n\t<tr><td>1126744</td><td>1070174</td></tr>\n\t<tr><td>1125697</td><td>1070987</td></tr>\n\t<tr><td>1126534</td><td>1073425</td></tr>\n\t<tr><td>1126170</td><td>1073670</td></tr>\n\t<tr><td>1125612</td><td>1073460</td></tr>\n\t<tr><td>1125452</td><td>1073754</td></tr>\n\t<tr><td>1125085</td><td>1073582</td></tr>\n\t<tr><td>1125098</td><td>1074231</td></tr>\n\t<tr><td>1124349</td><td>1074082</td></tr>\n\t<tr><td>1123878</td><td>1074624</td></tr>\n\t<tr><td>1124217</td><td>1075393</td></tr>\n\t<tr><td>1123827</td><td>1075246</td></tr>\n\t<tr><td>1123101</td><td>1075896</td></tr>\n\t<tr><td>1122726</td><td>1075938</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1120233</td><td>1080310</td></tr>\n\t<tr><td>1120508</td><td>1080509</td></tr>\n\t<tr><td>1120703</td><td>1081229</td></tr>\n\t<tr><td>1120513</td><td>1081502</td></tr>\n\t<tr><td>1120650</td><td>1081786</td></tr>\n\t<tr><td>1120112</td><td>1082302</td></tr>\n\t<tr><td>1120223</td><td>1082776</td></tr>\n\t<tr><td>1120991</td><td>1083278</td></tr>\n\t<tr><td>1121490</td><td>1085016</td></tr>\n\t<tr><td>1122326</td><td>1085661</td></tr>\n\t<tr><td>1123015</td><td>1086840</td></tr>\n\t<tr><td>1123433</td><td>1087020</td></tr>\n\t<tr><td>1124272</td><td>1088441</td></tr>\n\t<tr><td>1124495</td><td>1088477</td></tr>\n\t<tr><td>1125534</td><td>1091068</td></tr>\n\t<tr><td>1126785</td><td>1091640</td></tr>\n\t<tr><td>1127025</td><td>1092227</td></tr>\n\t<tr><td>1127940</td><td>1092645</td></tr>\n\t<tr><td>1128149</td><td>1093078</td></tr>\n\t<tr><td>1129727</td><td>1094120</td></tr>\n\t<tr><td>1130154</td><td>1094785</td></tr>\n\t<tr><td>1131065</td><td>1095151</td></tr>\n\t<tr><td>1130932</td><td>1096145</td></tr>\n\t<tr><td>1131144</td><td>1096442</td></tr>\n\t<tr><td>1135517</td><td>1096869</td></tr>\n\t<tr><td>1147601</td><td>1098359</td></tr>\n\t<tr><td>1147672</td><td>1097557</td></tr>\n\t<tr><td>1149393</td><td>1097740</td></tr>\n\t<tr><td>1149284</td><td>1098560</td></tr>\n\t<tr><td>1157182</td><td>1099429</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1102889 </td><td>1017646.6</td></tr>\n\t<tr><td>1126736 </td><td>1020810.0</td></tr>\n\t<tr><td>1126850 </td><td>1022045.7</td></tr>\n\t<tr><td>1127320 </td><td>1023088.1</td></tr>\n\t<tr><td>1127690 </td><td>1023138.8</td></tr>\n\t<tr><td>1127730 </td><td>1023717.6</td></tr>\n\t<tr><td>1128687 </td><td>1024053.8</td></tr>\n\t<tr><td>1131036 </td><td>1024325.3</td></tr>\n\t<tr><td>1131149 </td><td>1023372.4</td></tr>\n\t<tr><td>1130262 </td><td>1023292.2</td></tr>\n\t<tr><td>1130358 </td><td>1022398.4</td></tr>\n\t<tr><td>1129473 </td><td>1022284.1</td></tr>\n\t<tr><td>1129581 </td><td>1021282.5</td></tr>\n\t<tr><td>1131120 </td><td>1021507.1</td></tr>\n\t<tr><td>1131916 </td><td>1014727.4</td></tr>\n\t<tr><td>1133356 </td><td>1014887.5</td></tr>\n\t<tr><td>1133514 </td><td>1013593.9</td></tr>\n\t<tr><td>1132109 </td><td>1013420.8</td></tr>\n\t<tr><td>1133094 </td><td>1005056.2</td></tr>\n\t<tr><td>1134508 </td><td>1005213.9</td></tr>\n\t<tr><td>1134542 </td><td>1004957.6</td></tr>\n\t<tr><td>1134678 </td><td>1003761.4</td></tr>\n\t<tr><td>1133266 </td><td>1003592.6</td></tr>\n\t<tr><td>1133512 </td><td>1001481.8</td></tr>\n\t<tr><td>1120404 </td><td> 999714.7</td></tr>\n\t<tr><td>1120149 </td><td> 999391.0</td></tr>\n\t<tr><td>1113518 </td><td> 998617.8</td></tr>\n\t<tr><td>1113532 </td><td> 998090.2</td></tr>\n\t<tr><td>1092994 </td><td> 995643.6</td></tr>\n\t<tr><td>1093209 </td><td> 996948.9</td></tr>\n\t<tr><td>1093795 </td><td> 997225.9</td></tr>\n\t<tr><td>1093895 </td><td> 997826.2</td></tr>\n\t<tr><td>1094364 </td><td> 998114.6</td></tr>\n\t<tr><td>1093618 </td><td> 999590.2</td></tr>\n\t<tr><td>1093021 </td><td> 999853.3</td></tr>\n\t<tr><td>1092778 </td><td>1000373.3</td></tr>\n\t<tr><td>1092990 </td><td>1001786.2</td></tr>\n\t<tr><td>1091862 </td><td>1003361.8</td></tr>\n\t<tr><td>1091296 </td><td>1003528.9</td></tr>\n\t<tr><td>1090925 </td><td>1005027.0</td></tr>\n\t<tr><td>1089908 </td><td>1006901.1</td></tr>\n\t<tr><td>1089931 </td><td>1007299.4</td></tr>\n\t<tr><td>1089154 </td><td>1007718.1</td></tr>\n\t<tr><td>1089111 </td><td>1010445.7</td></tr>\n\t<tr><td>1088424 </td><td>1011556.5</td></tr>\n\t<tr><td>1089134 </td><td>1013985.7</td></tr>\n\t<tr><td>1088588 </td><td>1015876.7</td></tr>\n\t<tr><td>1102889 </td><td>1017646.6</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1033955</td><td>1254692</td></tr>\n\t<tr><td>1043582</td><td>1255710</td></tr>\n\t<tr><td>1043410</td><td>1255374</td></tr>\n\t<tr><td>1048227</td><td>1249372</td></tr>\n\t<tr><td>1047625</td><td>1247679</td></tr>\n\t<tr><td>1047083</td><td>1247647</td></tr>\n\t<tr><td>1046608</td><td>1247275</td></tr>\n\t<tr><td>1045905</td><td>1245648</td></tr>\n\t<tr><td>1043894</td><td>1244023</td></tr>\n\t<tr><td>1044150</td><td>1242894</td></tr>\n\t<tr><td>1043295</td><td>1242060</td></tr>\n\t<tr><td>1042518</td><td>1242203</td></tr>\n\t<tr><td>1042210</td><td>1241907</td></tr>\n\t<tr><td>1042493</td><td>1240175</td></tr>\n\t<tr><td>1042194</td><td>1239183</td></tr>\n\t<tr><td>1037419</td><td>1237149</td></tr>\n\t<tr><td>1035766</td><td>1235838</td></tr>\n\t<tr><td>1035234</td><td>1234324</td></tr>\n\t<tr><td>1034861</td><td>1234296</td></tr>\n\t<tr><td>1034109</td><td>1235112</td></tr>\n\t<tr><td>1033773</td><td>1234892</td></tr>\n\t<tr><td>1033036</td><td>1233005</td></tr>\n\t<tr><td>1031953</td><td>1232364</td></tr>\n\t<tr><td>1030221</td><td>1230577</td></tr>\n\t<tr><td>1029557</td><td>1229566</td></tr>\n\t<tr><td>1029368</td><td>1228057</td></tr>\n\t<tr><td>1027968</td><td>1227833</td></tr>\n\t<tr><td>1027933</td><td>1228165</td></tr>\n\t<tr><td>1027408</td><td>1228112</td></tr>\n\t<tr><td>1027440</td><td>1227794</td></tr>\n\t<tr><td>1020495</td><td>1226935</td></tr>\n\t<tr><td>1019015</td><td>1243116</td></tr>\n\t<tr><td>1018962</td><td>1243468</td></tr>\n\t<tr><td>1018097</td><td>1243379</td></tr>\n\t<tr><td>1018011</td><td>1244142</td></tr>\n\t<tr><td>1017997</td><td>1244365</td></tr>\n\t<tr><td>1018834</td><td>1244424</td></tr>\n\t<tr><td>1018187</td><td>1249981</td></tr>\n\t<tr><td>1020007</td><td>1249430</td></tr>\n\t<tr><td>1022164</td><td>1249661</td></tr>\n\t<tr><td>1026641</td><td>1250719</td></tr>\n\t<tr><td>1031884</td><td>1252391</td></tr>\n\t<tr><td>1034179</td><td>1252658</td></tr>\n\t<tr><td>1033955</td><td>1254692</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1055504 </td><td>998370.0</td></tr>\n\t<tr><td>1055634 </td><td>997305.9</td></tr>\n\t<tr><td>1056842 </td><td>997467.3</td></tr>\n\t<tr><td>1056694 </td><td>998527.6</td></tr>\n\t<tr><td>1057683 </td><td>998638.3</td></tr>\n\t<tr><td>1058000 </td><td>995581.3</td></tr>\n\t<tr><td>1056993 </td><td>995417.8</td></tr>\n\t<tr><td>1057678 </td><td>994238.2</td></tr>\n\t<tr><td>1058523 </td><td>993963.1</td></tr>\n\t<tr><td>1058996 </td><td>993318.4</td></tr>\n\t<tr><td>1058811 </td><td>992559.7</td></tr>\n\t<tr><td>1059226 </td><td>991543.3</td></tr>\n\t<tr><td>1073519 </td><td>992976.2</td></tr>\n\t<tr><td>1074060 </td><td>986805.9</td></tr>\n\t<tr><td>1074681 </td><td>982775.0</td></tr>\n\t<tr><td>1075677 </td><td>982883.3</td></tr>\n\t<tr><td>1075812 </td><td>981839.2</td></tr>\n\t<tr><td>1074825 </td><td>981718.6</td></tr>\n\t<tr><td>1074907 </td><td>979546.3</td></tr>\n\t<tr><td>1074746 </td><td>979519.2</td></tr>\n\t<tr><td>1075456 </td><td>973598.1</td></tr>\n\t<tr><td>1075488 </td><td>973329.2</td></tr>\n\t<tr><td>1073653 </td><td>973145.8</td></tr>\n\t<tr><td>1073618 </td><td>973421.9</td></tr>\n\t<tr><td>1072526 </td><td>973307.2</td></tr>\n\t<tr><td>1072555 </td><td>973048.5</td></tr>\n\t<tr><td>1071563 </td><td>972941.1</td></tr>\n\t<tr><td>1071637 </td><td>972300.8</td></tr>\n\t<tr><td>1070598 </td><td>972199.0</td></tr>\n\t<tr><td>1070526 </td><td>972860.4</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1032786 </td><td>974145.3</td></tr>\n\t<tr><td>1033029 </td><td>975241.2</td></tr>\n\t<tr><td>1032865 </td><td>976354.0</td></tr>\n\t<tr><td>1032271 </td><td>977150.2</td></tr>\n\t<tr><td>1032389 </td><td>979042.5</td></tr>\n\t<tr><td>1031802 </td><td>979244.3</td></tr>\n\t<tr><td>1031639 </td><td>980216.0</td></tr>\n\t<tr><td>1032579 </td><td>984226.7</td></tr>\n\t<tr><td>1032210 </td><td>985482.7</td></tr>\n\t<tr><td>1032444 </td><td>986125.8</td></tr>\n\t<tr><td>1032409 </td><td>987125.3</td></tr>\n\t<tr><td>1032564 </td><td>987594.9</td></tr>\n\t<tr><td>1033070 </td><td>987468.5</td></tr>\n\t<tr><td>1033280 </td><td>987859.9</td></tr>\n\t<tr><td>1033114 </td><td>989229.4</td></tr>\n\t<tr><td>1032256 </td><td>991977.0</td></tr>\n\t<tr><td>1032614 </td><td>993781.6</td></tr>\n\t<tr><td>1033891 </td><td>997313.0</td></tr>\n\t<tr><td>1034089 </td><td>997651.2</td></tr>\n\t<tr><td>1034608 </td><td>997783.6</td></tr>\n\t<tr><td>1034847 </td><td>997602.6</td></tr>\n\t<tr><td>1035583 </td><td>997996.8</td></tr>\n\t<tr><td>1036016 </td><td>994393.9</td></tr>\n\t<tr><td>1038153 </td><td>994619.6</td></tr>\n\t<tr><td>1040008 </td><td>995179.9</td></tr>\n\t<tr><td>1041305 </td><td>996268.7</td></tr>\n\t<tr><td>1042451 </td><td>995899.3</td></tr>\n\t<tr><td>1042645 </td><td>996268.5</td></tr>\n\t<tr><td>1044388 </td><td>997295.8</td></tr>\n\t<tr><td>1055504 </td><td>998370.0</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1234343 </td><td>948124.8</td></tr>\n\t<tr><td>1234760 </td><td>948083.0</td></tr>\n\t<tr><td>1234918 </td><td>947693.4</td></tr>\n\t<tr><td>1235370 </td><td>949359.6</td></tr>\n\t<tr><td>1236656 </td><td>949754.9</td></tr>\n\t<tr><td>1237436 </td><td>951147.0</td></tr>\n\t<tr><td>1238599 </td><td>950944.1</td></tr>\n\t<tr><td>1250927 </td><td>948804.2</td></tr>\n\t<tr><td>1251070 </td><td>947982.8</td></tr>\n\t<tr><td>1252811 </td><td>946348.6</td></tr>\n\t<tr><td>1252559 </td><td>945115.0</td></tr>\n\t<tr><td>1253070 </td><td>943265.4</td></tr>\n\t<tr><td>1254719 </td><td>942685.7</td></tr>\n\t<tr><td>1255779 </td><td>941324.3</td></tr>\n\t<tr><td>1256058 </td><td>940058.6</td></tr>\n\t<tr><td>1257200 </td><td>939281.4</td></tr>\n\t<tr><td>1260014 </td><td>938582.0</td></tr>\n\t<tr><td>1260542 </td><td>938779.3</td></tr>\n\t<tr><td>1261403 </td><td>938670.6</td></tr>\n\t<tr><td>1262199 </td><td>939000.8</td></tr>\n\t<tr><td>1263572 </td><td>938716.0</td></tr>\n\t<tr><td>1265333 </td><td>938953.9</td></tr>\n\t<tr><td>1266467 </td><td>939669.7</td></tr>\n\t<tr><td>1267079 </td><td>939740.5</td></tr>\n\t<tr><td>1268895 </td><td>938929.2</td></tr>\n\t<tr><td>1269281 </td><td>939102.0</td></tr>\n\t<tr><td>1270033 </td><td>938827.3</td></tr>\n\t<tr><td>1270687 </td><td>938976.4</td></tr>\n\t<tr><td>1272502 </td><td>938610.0</td></tr>\n\t<tr><td>1273682 </td><td>938893.4</td></tr>\n\t<tr><td>1275140 </td><td>938554.1</td></tr>\n\t<tr><td>1275739 </td><td>938652.4</td></tr>\n\t<tr><td>1277169 </td><td>938014.8</td></tr>\n\t<tr><td>1277420 </td><td>937453.7</td></tr>\n\t<tr><td>1278159 </td><td>937046.8</td></tr>\n\t<tr><td>1278477 </td><td>936490.3</td></tr>\n\t<tr><td>1278279 </td><td>936390.0</td></tr>\n\t<tr><td>1277994 </td><td>934754.7</td></tr>\n\t<tr><td>1278285 </td><td>933448.3</td></tr>\n\t<tr><td>1278869 </td><td>932942.3</td></tr>\n\t<tr><td>1278581 </td><td>932775.5</td></tr>\n\t<tr><td>1279525 </td><td>925535.1</td></tr>\n\t<tr><td>1269458 </td><td>924771.2</td></tr>\n\t<tr><td>1226666 </td><td>921786.2</td></tr>\n\t<tr><td>1225276 </td><td>932588.6</td></tr>\n\t<tr><td>1225786 </td><td>932673.1</td></tr>\n\t<tr><td>1225334 </td><td>932997.2</td></tr>\n\t<tr><td>1225023 </td><td>936568.8</td></tr>\n\t<tr><td>1224553 </td><td>937260.5</td></tr>\n\t<tr><td>1224372 </td><td>938500.5</td></tr>\n\t<tr><td>1224682 </td><td>939195.1</td></tr>\n\t<tr><td>1224631 </td><td>940609.3</td></tr>\n\t<tr><td>1225010 </td><td>941691.4</td></tr>\n\t<tr><td>1227021 </td><td>941996.1</td></tr>\n\t<tr><td>1226710 </td><td>945064.4</td></tr>\n\t<tr><td>1228145 </td><td>945226.2</td></tr>\n\t<tr><td>1227883 </td><td>947158.0</td></tr>\n\t<tr><td>1234343 </td><td>948124.8</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1369072</td><td>1160023</td></tr>\n\t<tr><td>1369386</td><td>1159625</td></tr>\n\t<tr><td>1369271</td><td>1159065</td></tr>\n\t<tr><td>1369873</td><td>1158760</td></tr>\n\t<tr><td>1369909</td><td>1158234</td></tr>\n\t<tr><td>1369548</td><td>1157834</td></tr>\n\t<tr><td>1372353</td><td>1156231</td></tr>\n\t<tr><td>1374241</td><td>1156271</td></tr>\n\t<tr><td>1374373</td><td>1155856</td></tr>\n\t<tr><td>1373822</td><td>1155396</td></tr>\n\t<tr><td>1374477</td><td>1154324</td></tr>\n\t<tr><td>1378103</td><td>1151450</td></tr>\n\t<tr><td>1378633</td><td>1151206</td></tr>\n\t<tr><td>1379364</td><td>1151252</td></tr>\n\t<tr><td>1378857</td><td>1150563</td></tr>\n\t<tr><td>1379056</td><td>1149963</td></tr>\n\t<tr><td>1378586</td><td>1150002</td></tr>\n\t<tr><td>1378677</td><td>1149361</td></tr>\n\t<tr><td>1378042</td><td>1149724</td></tr>\n\t<tr><td>1377851</td><td>1149435</td></tr>\n\t<tr><td>1377924</td><td>1149029</td></tr>\n\t<tr><td>1378472</td><td>1148979</td></tr>\n\t<tr><td>1378603</td><td>1148684</td></tr>\n\t<tr><td>1377860</td><td>1147868</td></tr>\n\t<tr><td>1378430</td><td>1146460</td></tr>\n\t<tr><td>1381530</td><td>1143376</td></tr>\n\t<tr><td>1381371</td><td>1142077</td></tr>\n\t<tr><td>1382778</td><td>1140988</td></tr>\n\t<tr><td>1382783</td><td>1140650</td></tr>\n\t<tr><td>1382402</td><td>1140240</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1346839</td><td>1148191</td></tr>\n\t<tr><td>1345664</td><td>1148575</td></tr>\n\t<tr><td>1345628</td><td>1148853</td></tr>\n\t<tr><td>1346126</td><td>1151121</td></tr>\n\t<tr><td>1358438</td><td>1162768</td></tr>\n\t<tr><td>1359481</td><td>1162206</td></tr>\n\t<tr><td>1359986</td><td>1162634</td></tr>\n\t<tr><td>1360317</td><td>1162585</td></tr>\n\t<tr><td>1360434</td><td>1161889</td></tr>\n\t<tr><td>1361039</td><td>1161718</td></tr>\n\t<tr><td>1360817</td><td>1161063</td></tr>\n\t<tr><td>1361149</td><td>1161105</td></tr>\n\t<tr><td>1361558</td><td>1161754</td></tr>\n\t<tr><td>1362026</td><td>1161456</td></tr>\n\t<tr><td>1361662</td><td>1160905</td></tr>\n\t<tr><td>1361960</td><td>1160603</td></tr>\n\t<tr><td>1364613</td><td>1159866</td></tr>\n\t<tr><td>1365396</td><td>1159797</td></tr>\n\t<tr><td>1367424</td><td>1160507</td></tr>\n\t<tr><td>1367712</td><td>1160288</td></tr>\n\t<tr><td>1367547</td><td>1159616</td></tr>\n\t<tr><td>1367767</td><td>1159467</td></tr>\n\t<tr><td>1368144</td><td>1159797</td></tr>\n\t<tr><td>1367880</td><td>1160405</td></tr>\n\t<tr><td>1368035</td><td>1160551</td></tr>\n\t<tr><td>1368322</td><td>1160293</td></tr>\n\t<tr><td>1368496</td><td>1159328</td></tr>\n\t<tr><td>1368799</td><td>1159536</td></tr>\n\t<tr><td>1368850</td><td>1160013</td></tr>\n\t<tr><td>1369072</td><td>1160023</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1177797</td><td>1320524</td></tr>\n\t<tr><td>1183012</td><td>1322065</td></tr>\n\t<tr><td>1184785</td><td>1321955</td></tr>\n\t<tr><td>1185896</td><td>1321346</td></tr>\n\t<tr><td>1185284</td><td>1320635</td></tr>\n\t<tr><td>1186920</td><td>1319853</td></tr>\n\t<tr><td>1186762</td><td>1320083</td></tr>\n\t<tr><td>1187982</td><td>1321217</td></tr>\n\t<tr><td>1188618</td><td>1321122</td></tr>\n\t<tr><td>1192187</td><td>1324906</td></tr>\n\t<tr><td>1197848</td><td>1327516</td></tr>\n\t<tr><td>1198731</td><td>1328217</td></tr>\n\t<tr><td>1200122</td><td>1328529</td></tr>\n\t<tr><td>1200866</td><td>1329341</td></tr>\n\t<tr><td>1202183</td><td>1329773</td></tr>\n\t<tr><td>1202732</td><td>1330315</td></tr>\n\t<tr><td>1204414</td><td>1331213</td></tr>\n\t<tr><td>1204673</td><td>1330849</td></tr>\n\t<tr><td>1206256</td><td>1330017</td></tr>\n\t<tr><td>1207164</td><td>1329054</td></tr>\n\t<tr><td>1207020</td><td>1328695</td></tr>\n\t<tr><td>1207748</td><td>1327397</td></tr>\n\t<tr><td>1207650</td><td>1326690</td></tr>\n\t<tr><td>1208181</td><td>1325030</td></tr>\n\t<tr><td>1208001</td><td>1324544</td></tr>\n\t<tr><td>1208452</td><td>1323960</td></tr>\n\t<tr><td>1208573</td><td>1322761</td></tr>\n\t<tr><td>1209632</td><td>1321131</td></tr>\n\t<tr><td>1209871</td><td>1319495</td></tr>\n\t<tr><td>1210841</td><td>1318224</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1191320</td><td>1300746</td></tr>\n\t<tr><td>1190833</td><td>1301273</td></tr>\n\t<tr><td>1189781</td><td>1301470</td></tr>\n\t<tr><td>1189563</td><td>1302027</td></tr>\n\t<tr><td>1189287</td><td>1301832</td></tr>\n\t<tr><td>1188650</td><td>1302207</td></tr>\n\t<tr><td>1188293</td><td>1302787</td></tr>\n\t<tr><td>1188205</td><td>1303553</td></tr>\n\t<tr><td>1187101</td><td>1304070</td></tr>\n\t<tr><td>1186599</td><td>1305018</td></tr>\n\t<tr><td>1185921</td><td>1304775</td></tr>\n\t<tr><td>1183531</td><td>1306783</td></tr>\n\t<tr><td>1183938</td><td>1307477</td></tr>\n\t<tr><td>1183708</td><td>1308518</td></tr>\n\t<tr><td>1182094</td><td>1309175</td></tr>\n\t<tr><td>1181787</td><td>1309744</td></tr>\n\t<tr><td>1181922</td><td>1310106</td></tr>\n\t<tr><td>1180535</td><td>1311274</td></tr>\n\t<tr><td>1180359</td><td>1311729</td></tr>\n\t<tr><td>1180517</td><td>1311969</td></tr>\n\t<tr><td>1179820</td><td>1312666</td></tr>\n\t<tr><td>1179044</td><td>1312398</td></tr>\n\t<tr><td>1177101</td><td>1313156</td></tr>\n\t<tr><td>1176438</td><td>1313719</td></tr>\n\t<tr><td>1176347</td><td>1314223</td></tr>\n\t<tr><td>1177047</td><td>1316272</td></tr>\n\t<tr><td>1176572</td><td>1317656</td></tr>\n\t<tr><td>1177419</td><td>1318697</td></tr>\n\t<tr><td>1177804</td><td>1319709</td></tr>\n\t<tr><td>1177797</td><td>1320524</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1285172</td><td>1176231</td></tr>\n\t<tr><td>1293325</td><td>1160581</td></tr>\n\t<tr><td>1301756</td><td>1155462</td></tr>\n\t<tr><td>1300262</td><td>1149412</td></tr>\n\t<tr><td>1300215</td><td>1147556</td></tr>\n\t<tr><td>1295286</td><td>1149228</td></tr>\n\t<tr><td>1289586</td><td>1143948</td></tr>\n\t<tr><td>1287315</td><td>1138363</td></tr>\n\t<tr><td>1287341</td><td>1133803</td></tr>\n\t<tr><td>1282486</td><td>1123835</td></tr>\n\t<tr><td>1282949</td><td>1123512</td></tr>\n\t<tr><td>1283352</td><td>1123630</td></tr>\n\t<tr><td>1283462</td><td>1123438</td></tr>\n\t<tr><td>1283537</td><td>1123626</td></tr>\n\t<tr><td>1284116</td><td>1123296</td></tr>\n\t<tr><td>1284052</td><td>1122615</td></tr>\n\t<tr><td>1284314</td><td>1122307</td></tr>\n\t<tr><td>1284137</td><td>1121931</td></tr>\n\t<tr><td>1284560</td><td>1121574</td></tr>\n\t<tr><td>1284269</td><td>1121305</td></tr>\n\t<tr><td>1285013</td><td>1120520</td></tr>\n\t<tr><td>1281071</td><td>1117182</td></tr>\n\t<tr><td>1276542</td><td>1116559</td></tr>\n\t<tr><td>1274207</td><td>1115962</td></tr>\n\t<tr><td>1273803</td><td>1117994</td></tr>\n\t<tr><td>1273353</td><td>1118845</td></tr>\n\t<tr><td>1272656</td><td>1119196</td></tr>\n\t<tr><td>1271187</td><td>1120568</td></tr>\n\t<tr><td>1269924</td><td>1120242</td></tr>\n\t<tr><td>1268854</td><td>1121972</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1267749</td><td>1176367</td></tr>\n\t<tr><td>1268017</td><td>1176949</td></tr>\n\t<tr><td>1268632</td><td>1176924</td></tr>\n\t<tr><td>1269002</td><td>1176490</td></tr>\n\t<tr><td>1269439</td><td>1175908</td></tr>\n\t<tr><td>1270642</td><td>1175596</td></tr>\n\t<tr><td>1272639</td><td>1175866</td></tr>\n\t<tr><td>1273384</td><td>1175465</td></tr>\n\t<tr><td>1273786</td><td>1176122</td></tr>\n\t<tr><td>1274212</td><td>1175843</td></tr>\n\t<tr><td>1274729</td><td>1175970</td></tr>\n\t<tr><td>1275105</td><td>1175301</td></tr>\n\t<tr><td>1275420</td><td>1175461</td></tr>\n\t<tr><td>1276447</td><td>1174926</td></tr>\n\t<tr><td>1276832</td><td>1175220</td></tr>\n\t<tr><td>1277990</td><td>1175162</td></tr>\n\t<tr><td>1278266</td><td>1174688</td></tr>\n\t<tr><td>1278713</td><td>1174736</td></tr>\n\t<tr><td>1278923</td><td>1174301</td></tr>\n\t<tr><td>1279563</td><td>1174597</td></tr>\n\t<tr><td>1279973</td><td>1174481</td></tr>\n\t<tr><td>1280528</td><td>1175118</td></tr>\n\t<tr><td>1280746</td><td>1174897</td></tr>\n\t<tr><td>1281334</td><td>1174983</td></tr>\n\t<tr><td>1281349</td><td>1175280</td></tr>\n\t<tr><td>1282403</td><td>1175880</td></tr>\n\t<tr><td>1283048</td><td>1175709</td></tr>\n\t<tr><td>1283942</td><td>1176382</td></tr>\n\t<tr><td>1284969</td><td>1176411</td></tr>\n\t<tr><td>1285172</td><td>1176231</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1310313</td><td>1118604</td></tr>\n\t<tr><td>1310484</td><td>1118487</td></tr>\n\t<tr><td>1310843</td><td>1119138</td></tr>\n\t<tr><td>1311737</td><td>1118571</td></tr>\n\t<tr><td>1314887</td><td>1119942</td></tr>\n\t<tr><td>1317273</td><td>1120335</td></tr>\n\t<tr><td>1319125</td><td>1119512</td></tr>\n\t<tr><td>1319483</td><td>1119137</td></tr>\n\t<tr><td>1320343</td><td>1118923</td></tr>\n\t<tr><td>1320549</td><td>1118644</td></tr>\n\t<tr><td>1320914</td><td>1118905</td></tr>\n\t<tr><td>1321548</td><td>1117985</td></tr>\n\t<tr><td>1321801</td><td>1118032</td></tr>\n\t<tr><td>1322508</td><td>1117343</td></tr>\n\t<tr><td>1323259</td><td>1117580</td></tr>\n\t<tr><td>1323754</td><td>1117215</td></tr>\n\t<tr><td>1324999</td><td>1117294</td></tr>\n\t<tr><td>1325426</td><td>1116874</td></tr>\n\t<tr><td>1325358</td><td>1116497</td></tr>\n\t<tr><td>1326440</td><td>1115505</td></tr>\n\t<tr><td>1326413</td><td>1113861</td></tr>\n\t<tr><td>1327055</td><td>1112948</td></tr>\n\t<tr><td>1327573</td><td>1112661</td></tr>\n\t<tr><td>1327925</td><td>1112753</td></tr>\n\t<tr><td>1328810</td><td>1111200</td></tr>\n\t<tr><td>1329235</td><td>1111026</td></tr>\n\t<tr><td>1329268</td><td>1110166</td></tr>\n\t<tr><td>1329725</td><td>1109527</td></tr>\n\t<tr><td>1329517</td><td>1109294</td></tr>\n\t<tr><td>1329755</td><td>1108644</td></tr>\n\t<tr><td>1329576</td><td>1108384</td></tr>\n\t<tr><td>1329730</td><td>1107757</td></tr>\n\t<tr><td>1330202</td><td>1107239</td></tr>\n\t<tr><td>1330321</td><td>1106211</td></tr>\n\t<tr><td>1330923</td><td>1106232</td></tr>\n\t<tr><td>1331346</td><td>1105838</td></tr>\n\t<tr><td>1331559</td><td>1105056</td></tr>\n\t<tr><td>1332047</td><td>1105062</td></tr>\n\t<tr><td>1331832</td><td>1104677</td></tr>\n\t<tr><td>1332510</td><td>1104624</td></tr>\n\t<tr><td>1332478</td><td>1104288</td></tr>\n\t<tr><td>1332855</td><td>1104301</td></tr>\n\t<tr><td>1332577</td><td>1103911</td></tr>\n\t<tr><td>1332721</td><td>1103494</td></tr>\n\t<tr><td>1333515</td><td>1103445</td></tr>\n\t<tr><td>1334122</td><td>1103690</td></tr>\n\t<tr><td>1335222</td><td>1102906</td></tr>\n\t<tr><td>1335624</td><td>1103259</td></tr>\n\t<tr><td>1335619</td><td>1102845</td></tr>\n\t<tr><td>1336515</td><td>1102339</td></tr>\n\t<tr><td>1333189</td><td>1097154</td></tr>\n\t<tr><td>1321325</td><td>1095653</td></tr>\n\t<tr><td>1312347</td><td>1097819</td></tr>\n\t<tr><td>1304915</td><td>1118958</td></tr>\n\t<tr><td>1307322</td><td>1119011</td></tr>\n\t<tr><td>1310313</td><td>1118604</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1054566</td><td>1390371</td></tr>\n\t<tr><td>1071855</td><td>1392422</td></tr>\n\t<tr><td>1070760</td><td>1391076</td></tr>\n\t<tr><td>1070285</td><td>1390951</td></tr>\n\t<tr><td>1070016</td><td>1390261</td></tr>\n\t<tr><td>1068423</td><td>1388857</td></tr>\n\t<tr><td>1067920</td><td>1387935</td></tr>\n\t<tr><td>1068000</td><td>1387353</td></tr>\n\t<tr><td>1068950</td><td>1386304</td></tr>\n\t<tr><td>1069546</td><td>1386332</td></tr>\n\t<tr><td>1069884</td><td>1385344</td></tr>\n\t<tr><td>1070660</td><td>1385297</td></tr>\n\t<tr><td>1071042</td><td>1384662</td></tr>\n\t<tr><td>1072049</td><td>1384299</td></tr>\n\t<tr><td>1072484</td><td>1384492</td></tr>\n\t<tr><td>1073314</td><td>1383736</td></tr>\n\t<tr><td>1073297</td><td>1383443</td></tr>\n\t<tr><td>1074565</td><td>1381728</td></tr>\n\t<tr><td>1075262</td><td>1381504</td></tr>\n\t<tr><td>1074905</td><td>1379580</td></tr>\n\t<tr><td>1074490</td><td>1378959</td></tr>\n\t<tr><td>1073614</td><td>1378800</td></tr>\n\t<tr><td>1073372</td><td>1378212</td></tr>\n\t<tr><td>1072553</td><td>1377461</td></tr>\n\t<tr><td>1072641</td><td>1377023</td></tr>\n\t<tr><td>1072229</td><td>1376366</td></tr>\n\t<tr><td>1072318</td><td>1375600</td></tr>\n\t<tr><td>1072518</td><td>1375424</td></tr>\n\t<tr><td>1072622</td><td>1374334</td></tr>\n\t<tr><td>1073228</td><td>1373345</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1070888</td><td>1352982</td></tr>\n\t<tr><td>1070532</td><td>1353377</td></tr>\n\t<tr><td>1069940</td><td>1353277</td></tr>\n\t<tr><td>1069141</td><td>1353862</td></tr>\n\t<tr><td>1067760</td><td>1354298</td></tr>\n\t<tr><td>1066977</td><td>1355600</td></tr>\n\t<tr><td>1066741</td><td>1355518</td></tr>\n\t<tr><td>1066068</td><td>1356006</td></tr>\n\t<tr><td>1065283</td><td>1355199</td></tr>\n\t<tr><td>1064556</td><td>1361145</td></tr>\n\t<tr><td>1063768</td><td>1361042</td></tr>\n\t<tr><td>1063665</td><td>1361856</td></tr>\n\t<tr><td>1063991</td><td>1361893</td></tr>\n\t<tr><td>1057699</td><td>1370346</td></tr>\n\t<tr><td>1057169</td><td>1370050</td></tr>\n\t<tr><td>1056138</td><td>1370315</td></tr>\n\t<tr><td>1055857</td><td>1370678</td></tr>\n\t<tr><td>1056086</td><td>1371301</td></tr>\n\t<tr><td>1054613</td><td>1372043</td></tr>\n\t<tr><td>1053642</td><td>1371874</td></tr>\n\t<tr><td>1052092</td><td>1373814</td></tr>\n\t<tr><td>1051402</td><td>1373041</td></tr>\n\t<tr><td>1051149</td><td>1373209</td></tr>\n\t<tr><td>1050033</td><td>1373094</td></tr>\n\t<tr><td>1047871</td><td>1373918</td></tr>\n\t<tr><td>1047478</td><td>1374450</td></tr>\n\t<tr><td>1029676</td><td>1372346</td></tr>\n\t<tr><td>1029282</td><td>1372494</td></tr>\n\t<tr><td>1027643</td><td>1387080</td></tr>\n\t<tr><td>1054566</td><td>1390371</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1061744</td><td>1229363</td></tr>\n\t<tr><td>1063484</td><td>1229564</td></tr>\n\t<tr><td>1064200</td><td>1227817</td></tr>\n\t<tr><td>1064394</td><td>1226615</td></tr>\n\t<tr><td>1065808</td><td>1225156</td></tr>\n\t<tr><td>1066016</td><td>1223460</td></tr>\n\t<tr><td>1066979</td><td>1223567</td></tr>\n\t<tr><td>1068377</td><td>1222703</td></tr>\n\t<tr><td>1069305</td><td>1221894</td></tr>\n\t<tr><td>1069576</td><td>1221354</td></tr>\n\t<tr><td>1069530</td><td>1220819</td></tr>\n\t<tr><td>1069993</td><td>1220449</td></tr>\n\t<tr><td>1069558</td><td>1218696</td></tr>\n\t<tr><td>1070062</td><td>1218376</td></tr>\n\t<tr><td>1069245</td><td>1218287</td></tr>\n\t<tr><td>1069346</td><td>1217387</td></tr>\n\t<tr><td>1068497</td><td>1217277</td></tr>\n\t<tr><td>1068680</td><td>1215474</td></tr>\n\t<tr><td>1069528</td><td>1215569</td></tr>\n\t<tr><td>1069658</td><td>1214679</td></tr>\n\t<tr><td>1070119</td><td>1214682</td></tr>\n\t<tr><td>1070291</td><td>1213930</td></tr>\n\t<tr><td>1070601</td><td>1213778</td></tr>\n\t<tr><td>1070278</td><td>1212957</td></tr>\n\t<tr><td>1069729</td><td>1212708</td></tr>\n\t<tr><td>1069958</td><td>1212352</td></tr>\n\t<tr><td>1069818</td><td>1212046</td></tr>\n\t<tr><td>1070276</td><td>1211870</td></tr>\n\t<tr><td>1070318</td><td>1211363</td></tr>\n\t<tr><td>1070756</td><td>1210798</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1055299</td><td>1204901</td></tr>\n\t<tr><td>1054148</td><td>1205695</td></tr>\n\t<tr><td>1053583</td><td>1206674</td></tr>\n\t<tr><td>1053104</td><td>1206454</td></tr>\n\t<tr><td>1052652</td><td>1206577</td></tr>\n\t<tr><td>1052549</td><td>1207306</td></tr>\n\t<tr><td>1051769</td><td>1208872</td></tr>\n\t<tr><td>1051548</td><td>1209151</td></tr>\n\t<tr><td>1051336</td><td>1209035</td></tr>\n\t<tr><td>1051234</td><td>1209479</td></tr>\n\t<tr><td>1050368</td><td>1210214</td></tr>\n\t<tr><td>1050134</td><td>1210170</td></tr>\n\t<tr><td>1050272</td><td>1210480</td></tr>\n\t<tr><td>1049916</td><td>1210713</td></tr>\n\t<tr><td>1049979</td><td>1210982</td></tr>\n\t<tr><td>1049503</td><td>1211211</td></tr>\n\t<tr><td>1048208</td><td>1214741</td></tr>\n\t<tr><td>1047804</td><td>1215196</td></tr>\n\t<tr><td>1047918</td><td>1216190</td></tr>\n\t<tr><td>1047700</td><td>1216368</td></tr>\n\t<tr><td>1047537</td><td>1217490</td></tr>\n\t<tr><td>1047758</td><td>1218348</td></tr>\n\t<tr><td>1047461</td><td>1219384</td></tr>\n\t<tr><td>1048052</td><td>1220064</td></tr>\n\t<tr><td>1048587</td><td>1222300</td></tr>\n\t<tr><td>1048733</td><td>1223094</td></tr>\n\t<tr><td>1048942</td><td>1223445</td></tr>\n\t<tr><td>1049317</td><td>1223490</td></tr>\n\t<tr><td>1049753</td><td>1224274</td></tr>\n\t<tr><td>1061744</td><td>1229363</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td> 992544.4</td><td>1337758 </td></tr>\n\t<tr><td> 992688.0</td><td>1336407 </td></tr>\n\t<tr><td> 993153.4</td><td>1336444 </td></tr>\n\t<tr><td> 993628.7</td><td>1332858 </td></tr>\n\t<tr><td> 991240.7</td><td>1332511 </td></tr>\n\t<tr><td> 992238.7</td><td>1323802 </td></tr>\n\t<tr><td> 990265.8</td><td>1323421 </td></tr>\n\t<tr><td> 991515.5</td><td>1322156 </td></tr>\n\t<tr><td> 991422.9</td><td>1321580 </td></tr>\n\t<tr><td> 992142.6</td><td>1321143 </td></tr>\n\t<tr><td> 992068.8</td><td>1320903 </td></tr>\n\t<tr><td> 992860.3</td><td>1319535 </td></tr>\n\t<tr><td> 991858.8</td><td>1319011 </td></tr>\n\t<tr><td> 991306.0</td><td>1318308 </td></tr>\n\t<tr><td> 991307.7</td><td>1317775 </td></tr>\n\t<tr><td> 991754.6</td><td>1317052 </td></tr>\n\t<tr><td> 993228.3</td><td>1316909 </td></tr>\n\t<tr><td> 998323.9</td><td>1317502 </td></tr>\n\t<tr><td> 998343.8</td><td>1317317 </td></tr>\n\t<tr><td> 998782.9</td><td>1317368 </td></tr>\n\t<tr><td> 998841.9</td><td>1316739 </td></tr>\n\t<tr><td> 999164.6</td><td>1316524 </td></tr>\n\t<tr><td>1000788.1</td><td>1316790 </td></tr>\n\t<tr><td>1001422.7</td><td>1311757 </td></tr>\n\t<tr><td> 999801.4</td><td>1311573 </td></tr>\n\t<tr><td>1000875.2</td><td>1301700 </td></tr>\n\t<tr><td>1001634.7</td><td>1301779 </td></tr>\n\t<tr><td>1001719.0</td><td>1300992 </td></tr>\n\t<tr><td>1000961.0</td><td>1300912 </td></tr>\n\t<tr><td>1001460.0</td><td>1296714 </td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>960726.8</td><td>1300298 </td></tr>\n\t<tr><td>967527.2</td><td>1301025 </td></tr>\n\t<tr><td>968176.1</td><td>1302236 </td></tr>\n\t<tr><td>967723.7</td><td>1302981 </td></tr>\n\t<tr><td>969058.5</td><td>1307151 </td></tr>\n\t<tr><td>969832.5</td><td>1308034 </td></tr>\n\t<tr><td>971242.3</td><td>1310854 </td></tr>\n\t<tr><td>974266.1</td><td>1312878 </td></tr>\n\t<tr><td>975950.3</td><td>1313614 </td></tr>\n\t<tr><td>976469.6</td><td>1314149 </td></tr>\n\t<tr><td>977216.5</td><td>1314444 </td></tr>\n\t<tr><td>977337.1</td><td>1314795 </td></tr>\n\t<tr><td>978324.4</td><td>1315354 </td></tr>\n\t<tr><td>978608.0</td><td>1315287 </td></tr>\n\t<tr><td>978536.7</td><td>1316006 </td></tr>\n\t<tr><td>979228.7</td><td>1316093 </td></tr>\n\t<tr><td>979146.7</td><td>1316900 </td></tr>\n\t<tr><td>980859.1</td><td>1317096 </td></tr>\n\t<tr><td>980804.1</td><td>1317683 </td></tr>\n\t<tr><td>981480.4</td><td>1317986 </td></tr>\n\t<tr><td>981348.3</td><td>1318734 </td></tr>\n\t<tr><td>982290.9</td><td>1318813 </td></tr>\n\t<tr><td>982417.1</td><td>1319069 </td></tr>\n\t<tr><td>984394.7</td><td>1319803 </td></tr>\n\t<tr><td>985105.1</td><td>1321983 </td></tr>\n\t<tr><td>985656.7</td><td>1325943 </td></tr>\n\t<tr><td>986368.4</td><td>1328919 </td></tr>\n\t<tr><td>987991.5</td><td>1333147 </td></tr>\n\t<tr><td>989052.0</td><td>1337389 </td></tr>\n\t<tr><td>992544.4</td><td>1337758 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1069256</td><td>1318576</td></tr>\n\t<tr><td>1096565</td><td>1321857</td></tr>\n\t<tr><td>1097688</td><td>1321461</td></tr>\n\t<tr><td>1097739</td><td>1320955</td></tr>\n\t<tr><td>1097307</td><td>1320697</td></tr>\n\t<tr><td>1097162</td><td>1319994</td></tr>\n\t<tr><td>1098338</td><td>1318483</td></tr>\n\t<tr><td>1098071</td><td>1317904</td></tr>\n\t<tr><td>1098593</td><td>1317371</td></tr>\n\t<tr><td>1098691</td><td>1318164</td></tr>\n\t<tr><td>1099347</td><td>1318180</td></tr>\n\t<tr><td>1099405</td><td>1318003</td></tr>\n\t<tr><td>1099027</td><td>1317769</td></tr>\n\t<tr><td>1099343</td><td>1316776</td></tr>\n\t<tr><td>1099573</td><td>1316783</td></tr>\n\t<tr><td>1099493</td><td>1317381</td></tr>\n\t<tr><td>1100121</td><td>1316936</td></tr>\n\t<tr><td>1100066</td><td>1316166</td></tr>\n\t<tr><td>1098696</td><td>1315423</td></tr>\n\t<tr><td>1097801</td><td>1314609</td></tr>\n\t<tr><td>1098193</td><td>1313956</td></tr>\n\t<tr><td>1098023</td><td>1313004</td></tr>\n\t<tr><td>1098564</td><td>1312054</td></tr>\n\t<tr><td>1098574</td><td>1311519</td></tr>\n\t<tr><td>1096743</td><td>1309931</td></tr>\n\t<tr><td>1096965</td><td>1309379</td></tr>\n\t<tr><td>1097501</td><td>1309296</td></tr>\n\t<tr><td>1097383</td><td>1308706</td></tr>\n\t<tr><td>1096377</td><td>1308294</td></tr>\n\t<tr><td>1095583</td><td>1306111</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1086933</td><td>1297922</td></tr>\n\t<tr><td>1087114</td><td>1297161</td></tr>\n\t<tr><td>1086532</td><td>1296034</td></tr>\n\t<tr><td>1086698</td><td>1294855</td></tr>\n\t<tr><td>1086007</td><td>1293934</td></tr>\n\t<tr><td>1086115</td><td>1293390</td></tr>\n\t<tr><td>1085857</td><td>1292512</td></tr>\n\t<tr><td>1086022</td><td>1291562</td></tr>\n\t<tr><td>1085763</td><td>1290277</td></tr>\n\t<tr><td>1086279</td><td>1290144</td></tr>\n\t<tr><td>1086915</td><td>1289258</td></tr>\n\t<tr><td>1087828</td><td>1288860</td></tr>\n\t<tr><td>1085978</td><td>1288691</td></tr>\n\t<tr><td>1084438</td><td>1289150</td></tr>\n\t<tr><td>1083530</td><td>1288799</td></tr>\n\t<tr><td>1082123</td><td>1289423</td></tr>\n\t<tr><td>1081741</td><td>1289814</td></tr>\n\t<tr><td>1080126</td><td>1290029</td></tr>\n\t<tr><td>1079295</td><td>1291434</td></tr>\n\t<tr><td>1078773</td><td>1291775</td></tr>\n\t<tr><td>1077419</td><td>1292045</td></tr>\n\t<tr><td>1076556</td><td>1292894</td></tr>\n\t<tr><td>1075969</td><td>1292945</td></tr>\n\t<tr><td>1075174</td><td>1292430</td></tr>\n\t<tr><td>1074582</td><td>1292885</td></tr>\n\t<tr><td>1072833</td><td>1293074</td></tr>\n\t<tr><td>1072765</td><td>1293403</td></tr>\n\t<tr><td>1072334</td><td>1293530</td></tr>\n\t<tr><td>1071279</td><td>1302027</td></tr>\n\t<tr><td>1069256</td><td>1318576</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1170770</td><td>1354532</td></tr>\n\t<tr><td>1170964</td><td>1354043</td></tr>\n\t<tr><td>1171820</td><td>1354246</td></tr>\n\t<tr><td>1172635</td><td>1354055</td></tr>\n\t<tr><td>1173287</td><td>1353433</td></tr>\n\t<tr><td>1172563</td><td>1352428</td></tr>\n\t<tr><td>1173330</td><td>1352305</td></tr>\n\t<tr><td>1173607</td><td>1351712</td></tr>\n\t<tr><td>1174373</td><td>1351117</td></tr>\n\t<tr><td>1175714</td><td>1351386</td></tr>\n\t<tr><td>1176087</td><td>1350420</td></tr>\n\t<tr><td>1173429</td><td>1341250</td></tr>\n\t<tr><td>1173351</td><td>1333213</td></tr>\n\t<tr><td>1174320</td><td>1333731</td></tr>\n\t<tr><td>1174445</td><td>1330008</td></tr>\n\t<tr><td>1174453</td><td>1325935</td></tr>\n\t<tr><td>1173889</td><td>1325274</td></tr>\n\t<tr><td>1168990</td><td>1320662</td></tr>\n\t<tr><td>1166131</td><td>1321338</td></tr>\n\t<tr><td>1165184</td><td>1320647</td></tr>\n\t<tr><td>1164954</td><td>1320977</td></tr>\n\t<tr><td>1164264</td><td>1320584</td></tr>\n\t<tr><td>1163059</td><td>1320903</td></tr>\n\t<tr><td>1162904</td><td>1320719</td></tr>\n\t<tr><td>1163081</td><td>1320216</td></tr>\n\t<tr><td>1162269</td><td>1320429</td></tr>\n\t<tr><td>1161863</td><td>1320233</td></tr>\n\t<tr><td>1161539</td><td>1320599</td></tr>\n\t<tr><td>1159729</td><td>1320540</td></tr>\n\t<tr><td>1159329</td><td>1321138</td></tr>\n\t<tr><td>1158444</td><td>1320893</td></tr>\n\t<tr><td>1157760</td><td>1321837</td></tr>\n\t<tr><td>1157129</td><td>1321914</td></tr>\n\t<tr><td>1156413</td><td>1321229</td></tr>\n\t<tr><td>1155947</td><td>1321213</td></tr>\n\t<tr><td>1155980</td><td>1320688</td></tr>\n\t<tr><td>1155146</td><td>1319947</td></tr>\n\t<tr><td>1154744</td><td>1319872</td></tr>\n\t<tr><td>1154179</td><td>1318606</td></tr>\n\t<tr><td>1153507</td><td>1318296</td></tr>\n\t<tr><td>1153129</td><td>1317109</td></tr>\n\t<tr><td>1152691</td><td>1316800</td></tr>\n\t<tr><td>1152995</td><td>1318090</td></tr>\n\t<tr><td>1153571</td><td>1318615</td></tr>\n\t<tr><td>1153410</td><td>1319373</td></tr>\n\t<tr><td>1153703</td><td>1321108</td></tr>\n\t<tr><td>1147702</td><td>1327503</td></tr>\n\t<tr><td>1147509</td><td>1333646</td></tr>\n\t<tr><td>1147695</td><td>1335140</td></tr>\n\t<tr><td>1147147</td><td>1339225</td></tr>\n\t<tr><td>1145286</td><td>1342533</td></tr>\n\t<tr><td>1147360</td><td>1343862</td></tr>\n\t<tr><td>1164967</td><td>1347001</td></tr>\n\t<tr><td>1170770</td><td>1354532</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1058286</td><td>1287720</td></tr>\n\t<tr><td>1057847</td><td>1291675</td></tr>\n\t<tr><td>1058185</td><td>1291863</td></tr>\n\t<tr><td>1058508</td><td>1291632</td></tr>\n\t<tr><td>1059555</td><td>1291975</td></tr>\n\t<tr><td>1060490</td><td>1293215</td></tr>\n\t<tr><td>1061238</td><td>1293206</td></tr>\n\t<tr><td>1062787</td><td>1293971</td></tr>\n\t<tr><td>1062866</td><td>1295053</td></tr>\n\t<tr><td>1062656</td><td>1295417</td></tr>\n\t<tr><td>1062822</td><td>1295899</td></tr>\n\t<tr><td>1062537</td><td>1297160</td></tr>\n\t<tr><td>1062808</td><td>1297470</td></tr>\n\t<tr><td>1062408</td><td>1298256</td></tr>\n\t<tr><td>1062685</td><td>1299677</td></tr>\n\t<tr><td>1064189</td><td>1300268</td></tr>\n\t<tr><td>1064966</td><td>1301272</td></tr>\n\t<tr><td>1071279</td><td>1302027</td></tr>\n\t<tr><td>1072334</td><td>1293530</td></tr>\n\t<tr><td>1072765</td><td>1293403</td></tr>\n\t<tr><td>1072833</td><td>1293074</td></tr>\n\t<tr><td>1074582</td><td>1292885</td></tr>\n\t<tr><td>1075174</td><td>1292430</td></tr>\n\t<tr><td>1075969</td><td>1292945</td></tr>\n\t<tr><td>1076556</td><td>1292894</td></tr>\n\t<tr><td>1077419</td><td>1292045</td></tr>\n\t<tr><td>1078773</td><td>1291775</td></tr>\n\t<tr><td>1079295</td><td>1291434</td></tr>\n\t<tr><td>1080126</td><td>1290029</td></tr>\n\t<tr><td>1081741</td><td>1289814</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1057746</td><td>1264169</td></tr>\n\t<tr><td>1058714</td><td>1265863</td></tr>\n\t<tr><td>1058527</td><td>1266786</td></tr>\n\t<tr><td>1058746</td><td>1267195</td></tr>\n\t<tr><td>1058490</td><td>1268380</td></tr>\n\t<tr><td>1057909</td><td>1269120</td></tr>\n\t<tr><td>1057920</td><td>1269481</td></tr>\n\t<tr><td>1058520</td><td>1270173</td></tr>\n\t<tr><td>1058700</td><td>1270815</td></tr>\n\t<tr><td>1060371</td><td>1272122</td></tr>\n\t<tr><td>1062546</td><td>1275192</td></tr>\n\t<tr><td>1063008</td><td>1275948</td></tr>\n\t<tr><td>1062845</td><td>1276749</td></tr>\n\t<tr><td>1063300</td><td>1276963</td></tr>\n\t<tr><td>1063497</td><td>1277381</td></tr>\n\t<tr><td>1063344</td><td>1278781</td></tr>\n\t<tr><td>1062266</td><td>1279133</td></tr>\n\t<tr><td>1061971</td><td>1279356</td></tr>\n\t<tr><td>1062157</td><td>1279570</td></tr>\n\t<tr><td>1061701</td><td>1279750</td></tr>\n\t<tr><td>1061172</td><td>1280744</td></tr>\n\t<tr><td>1060812</td><td>1280666</td></tr>\n\t<tr><td>1060856</td><td>1282270</td></tr>\n\t<tr><td>1060187</td><td>1283359</td></tr>\n\t<tr><td>1060269</td><td>1283741</td></tr>\n\t<tr><td>1059852</td><td>1283746</td></tr>\n\t<tr><td>1059327</td><td>1284492</td></tr>\n\t<tr><td>1059327</td><td>1285168</td></tr>\n\t<tr><td>1058616</td><td>1285475</td></tr>\n\t<tr><td>1058286</td><td>1287720</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1070923</td><td>1350639</td></tr>\n\t<tr><td>1070663</td><td>1350247</td></tr>\n\t<tr><td>1069911</td><td>1350007</td></tr>\n\t<tr><td>1069496</td><td>1349588</td></tr>\n\t<tr><td>1069192</td><td>1348458</td></tr>\n\t<tr><td>1068781</td><td>1348322</td></tr>\n\t<tr><td>1068780</td><td>1348010</td></tr>\n\t<tr><td>1065977</td><td>1347734</td></tr>\n\t<tr><td>1066362</td><td>1344340</td></tr>\n\t<tr><td>1065183</td><td>1344376</td></tr>\n\t<tr><td>1064403</td><td>1344850</td></tr>\n\t<tr><td>1064149</td><td>1344696</td></tr>\n\t<tr><td>1064189</td><td>1344375</td></tr>\n\t<tr><td>1062896</td><td>1344176</td></tr>\n\t<tr><td>1062438</td><td>1344801</td></tr>\n\t<tr><td>1061472</td><td>1345371</td></tr>\n\t<tr><td>1060927</td><td>1344892</td></tr>\n\t<tr><td>1060529</td><td>1344959</td></tr>\n\t<tr><td>1060277</td><td>1345307</td></tr>\n\t<tr><td>1059489</td><td>1345361</td></tr>\n\t<tr><td>1058856</td><td>1344811</td></tr>\n\t<tr><td>1059379</td><td>1344116</td></tr>\n\t<tr><td>1058125</td><td>1343280</td></tr>\n\t<tr><td>1058260</td><td>1342851</td></tr>\n\t<tr><td>1055916</td><td>1342581</td></tr>\n\t<tr><td>1056126</td><td>1340982</td></tr>\n\t<tr><td>1051307</td><td>1340485</td></tr>\n\t<tr><td>1051212</td><td>1341384</td></tr>\n\t<tr><td>1050820</td><td>1341345</td></tr>\n\t<tr><td>1050594</td><td>1340410</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1029676</td><td>1372346</td></tr>\n\t<tr><td>1047478</td><td>1374450</td></tr>\n\t<tr><td>1047871</td><td>1373918</td></tr>\n\t<tr><td>1050033</td><td>1373094</td></tr>\n\t<tr><td>1051149</td><td>1373209</td></tr>\n\t<tr><td>1051402</td><td>1373041</td></tr>\n\t<tr><td>1052092</td><td>1373814</td></tr>\n\t<tr><td>1053642</td><td>1371874</td></tr>\n\t<tr><td>1054613</td><td>1372043</td></tr>\n\t<tr><td>1056086</td><td>1371301</td></tr>\n\t<tr><td>1055857</td><td>1370678</td></tr>\n\t<tr><td>1056138</td><td>1370315</td></tr>\n\t<tr><td>1057169</td><td>1370050</td></tr>\n\t<tr><td>1057699</td><td>1370346</td></tr>\n\t<tr><td>1063991</td><td>1361893</td></tr>\n\t<tr><td>1063665</td><td>1361856</td></tr>\n\t<tr><td>1063768</td><td>1361042</td></tr>\n\t<tr><td>1064556</td><td>1361145</td></tr>\n\t<tr><td>1065283</td><td>1355199</td></tr>\n\t<tr><td>1066068</td><td>1356006</td></tr>\n\t<tr><td>1066741</td><td>1355518</td></tr>\n\t<tr><td>1066977</td><td>1355600</td></tr>\n\t<tr><td>1067760</td><td>1354298</td></tr>\n\t<tr><td>1069141</td><td>1353862</td></tr>\n\t<tr><td>1069940</td><td>1353277</td></tr>\n\t<tr><td>1070532</td><td>1353377</td></tr>\n\t<tr><td>1070888</td><td>1352982</td></tr>\n\t<tr><td>1070665</td><td>1352658</td></tr>\n\t<tr><td>1071135</td><td>1351486</td></tr>\n\t<tr><td>1070923</td><td>1350639</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1251398</td><td>1223439</td></tr>\n\t<tr><td>1239001</td><td>1210005</td></tr>\n\t<tr><td>1239358</td><td>1208805</td></tr>\n\t<tr><td>1239991</td><td>1208656</td></tr>\n\t<tr><td>1240309</td><td>1208179</td></tr>\n\t<tr><td>1240336</td><td>1207558</td></tr>\n\t<tr><td>1239978</td><td>1206740</td></tr>\n\t<tr><td>1240463</td><td>1204995</td></tr>\n\t<tr><td>1240393</td><td>1204389</td></tr>\n\t<tr><td>1240088</td><td>1204242</td></tr>\n\t<tr><td>1239348</td><td>1204677</td></tr>\n\t<tr><td>1238299</td><td>1204636</td></tr>\n\t<tr><td>1234664</td><td>1204213</td></tr>\n\t<tr><td>1234574</td><td>1203720</td></tr>\n\t<tr><td>1233586</td><td>1204121</td></tr>\n\t<tr><td>1232658</td><td>1204022</td></tr>\n\t<tr><td>1232708</td><td>1204318</td></tr>\n\t<tr><td>1231612</td><td>1204837</td></tr>\n\t<tr><td>1230953</td><td>1204574</td></tr>\n\t<tr><td>1230490</td><td>1204790</td></tr>\n\t<tr><td>1230186</td><td>1205501</td></tr>\n\t<tr><td>1229788</td><td>1205502</td></tr>\n\t<tr><td>1229518</td><td>1205804</td></tr>\n\t<tr><td>1229234</td><td>1205545</td></tr>\n\t<tr><td>1228638</td><td>1205670</td></tr>\n\t<tr><td>1227971</td><td>1206255</td></tr>\n\t<tr><td>1227721</td><td>1207224</td></tr>\n\t<tr><td>1227359</td><td>1207328</td></tr>\n\t<tr><td>1226765</td><td>1208110</td></tr>\n\t<tr><td>1225505</td><td>1208454</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1224903</td><td>1211785</td></tr>\n\t<tr><td>1224775</td><td>1212154</td></tr>\n\t<tr><td>1224323</td><td>1212212</td></tr>\n\t<tr><td>1223989</td><td>1212572</td></tr>\n\t<tr><td>1223947</td><td>1212802</td></tr>\n\t<tr><td>1224449</td><td>1213162</td></tr>\n\t<tr><td>1224102</td><td>1213820</td></tr>\n\t<tr><td>1223506</td><td>1213935</td></tr>\n\t<tr><td>1223724</td><td>1214712</td></tr>\n\t<tr><td>1223237</td><td>1214853</td></tr>\n\t<tr><td>1222975</td><td>1215286</td></tr>\n\t<tr><td>1222856</td><td>1216000</td></tr>\n\t<tr><td>1223047</td><td>1216218</td></tr>\n\t<tr><td>1222050</td><td>1216864</td></tr>\n\t<tr><td>1223105</td><td>1217436</td></tr>\n\t<tr><td>1224086</td><td>1217455</td></tr>\n\t<tr><td>1226569</td><td>1219678</td></tr>\n\t<tr><td>1227944</td><td>1219774</td></tr>\n\t<tr><td>1228728</td><td>1220085</td></tr>\n\t<tr><td>1230755</td><td>1222445</td></tr>\n\t<tr><td>1231343</td><td>1223574</td></tr>\n\t<tr><td>1232750</td><td>1224511</td></tr>\n\t<tr><td>1233966</td><td>1224534</td></tr>\n\t<tr><td>1234497</td><td>1225028</td></tr>\n\t<tr><td>1235484</td><td>1225424</td></tr>\n\t<tr><td>1236262</td><td>1226630</td></tr>\n\t<tr><td>1237676</td><td>1226852</td></tr>\n\t<tr><td>1238871</td><td>1227552</td></tr>\n\t<tr><td>1245018</td><td>1225703</td></tr>\n\t<tr><td>1251398</td><td>1223439</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1347952</td><td>1018533</td></tr>\n\t<tr><td>1348601</td><td>1018308</td></tr>\n\t<tr><td>1349930</td><td>1020997</td></tr>\n\t<tr><td>1350460</td><td>1022619</td></tr>\n\t<tr><td>1350463</td><td>1023171</td></tr>\n\t<tr><td>1349707</td><td>1023856</td></tr>\n\t<tr><td>1350470</td><td>1026853</td></tr>\n\t<tr><td>1353029</td><td>1027162</td></tr>\n\t<tr><td>1355954</td><td>1033634</td></tr>\n\t<tr><td>1356181</td><td>1033197</td></tr>\n\t<tr><td>1357261</td><td>1033019</td></tr>\n\t<tr><td>1357799</td><td>1032368</td></tr>\n\t<tr><td>1357488</td><td>1031811</td></tr>\n\t<tr><td>1358102</td><td>1031439</td></tr>\n\t<tr><td>1358206</td><td>1030916</td></tr>\n\t<tr><td>1359485</td><td>1029935</td></tr>\n\t<tr><td>1360047</td><td>1030077</td></tr>\n\t<tr><td>1359949</td><td>1029483</td></tr>\n\t<tr><td>1360771</td><td>1029118</td></tr>\n\t<tr><td>1361088</td><td>1028458</td></tr>\n\t<tr><td>1363197</td><td>1027277</td></tr>\n\t<tr><td>1364342</td><td>1027259</td></tr>\n\t<tr><td>1364479</td><td>1026806</td></tr>\n\t<tr><td>1364044</td><td>1026194</td></tr>\n\t<tr><td>1365315</td><td>1026500</td></tr>\n\t<tr><td>1365558</td><td>1026367</td></tr>\n\t<tr><td>1365798</td><td>1025514</td></tr>\n\t<tr><td>1366684</td><td>1025392</td></tr>\n\t<tr><td>1367602</td><td>1024538</td></tr>\n\t<tr><td>1368842</td><td>1024535</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1361986 </td><td> 996709.2</td></tr>\n\t<tr><td>1361566 </td><td> 996499.0</td></tr>\n\t<tr><td>1360881 </td><td> 995499.1</td></tr>\n\t<tr><td>1359849 </td><td> 996474.9</td></tr>\n\t<tr><td>1359396 </td><td> 996107.0</td></tr>\n\t<tr><td>1358907 </td><td> 996639.2</td></tr>\n\t<tr><td>1358356 </td><td> 996622.8</td></tr>\n\t<tr><td>1358380 </td><td> 996833.1</td></tr>\n\t<tr><td>1357884 </td><td> 997031.5</td></tr>\n\t<tr><td>1355677 </td><td> 996334.6</td></tr>\n\t<tr><td>1353981 </td><td> 997371.2</td></tr>\n\t<tr><td>1352995 </td><td> 997660.6</td></tr>\n\t<tr><td>1351781 </td><td> 998759.2</td></tr>\n\t<tr><td>1350383 </td><td> 998851.6</td></tr>\n\t<tr><td>1348840 </td><td> 998438.3</td></tr>\n\t<tr><td>1348000 </td><td> 998649.1</td></tr>\n\t<tr><td>1347675 </td><td> 999151.2</td></tr>\n\t<tr><td>1347745 </td><td>1000028.0</td></tr>\n\t<tr><td>1347353 </td><td>1000396.3</td></tr>\n\t<tr><td>1346529 </td><td> 999676.0</td></tr>\n\t<tr><td>1345970 </td><td> 999749.2</td></tr>\n\t<tr><td>1345784 </td><td>1000474.7</td></tr>\n\t<tr><td>1346332 </td><td>1001040.9</td></tr>\n\t<tr><td>1346780 </td><td>1003881.3</td></tr>\n\t<tr><td>1346637 </td><td>1006428.6</td></tr>\n\t<tr><td>1346895 </td><td>1007469.7</td></tr>\n\t<tr><td>1347279 </td><td>1012956.8</td></tr>\n\t<tr><td>1348082 </td><td>1013999.3</td></tr>\n\t<tr><td>1348302 </td><td>1014925.0</td></tr>\n\t<tr><td>1347952 </td><td>1018532.6</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1005967</td><td>1344606</td></tr>\n\t<tr><td>1006474</td><td>1344657</td></tr>\n\t<tr><td>1006715</td><td>1342641</td></tr>\n\t<tr><td>1010723</td><td>1343096</td></tr>\n\t<tr><td>1010827</td><td>1342301</td></tr>\n\t<tr><td>1018405</td><td>1343165</td></tr>\n\t<tr><td>1018419</td><td>1343690</td></tr>\n\t<tr><td>1019543</td><td>1344107</td></tr>\n\t<tr><td>1020572</td><td>1343602</td></tr>\n\t<tr><td>1021258</td><td>1343593</td></tr>\n\t<tr><td>1021371</td><td>1345211</td></tr>\n\t<tr><td>1023303</td><td>1345220</td></tr>\n\t<tr><td>1024010</td><td>1345443</td></tr>\n\t<tr><td>1024372</td><td>1343511</td></tr>\n\t<tr><td>1023612</td><td>1343416</td></tr>\n\t<tr><td>1023485</td><td>1344271</td></tr>\n\t<tr><td>1022740</td><td>1344181</td></tr>\n\t<tr><td>1022936</td><td>1342611</td></tr>\n\t<tr><td>1025260</td><td>1342863</td></tr>\n\t<tr><td>1025385</td><td>1342019</td></tr>\n\t<tr><td>1027485</td><td>1342151</td></tr>\n\t<tr><td>1027589</td><td>1341446</td></tr>\n\t<tr><td>1030071</td><td>1341726</td></tr>\n\t<tr><td>1030541</td><td>1337925</td></tr>\n\t<tr><td>1031781</td><td>1328416</td></tr>\n\t<tr><td>1032576</td><td>1328488</td></tr>\n\t<tr><td>1032681</td><td>1327690</td></tr>\n\t<tr><td>1031839</td><td>1327589</td></tr>\n\t<tr><td>1032460</td><td>1322798</td></tr>\n\t<tr><td>1025151</td><td>1321967</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td> 999164.6</td><td>1316524 </td></tr>\n\t<tr><td> 998841.9</td><td>1316739 </td></tr>\n\t<tr><td> 998782.9</td><td>1317368 </td></tr>\n\t<tr><td> 998343.8</td><td>1317317 </td></tr>\n\t<tr><td> 998323.9</td><td>1317502 </td></tr>\n\t<tr><td> 993228.3</td><td>1316909 </td></tr>\n\t<tr><td> 991754.6</td><td>1317052 </td></tr>\n\t<tr><td> 991307.7</td><td>1317775 </td></tr>\n\t<tr><td> 991306.0</td><td>1318308 </td></tr>\n\t<tr><td> 991858.8</td><td>1319011 </td></tr>\n\t<tr><td> 992860.3</td><td>1319535 </td></tr>\n\t<tr><td> 992068.8</td><td>1320903 </td></tr>\n\t<tr><td> 992142.6</td><td>1321143 </td></tr>\n\t<tr><td> 991422.9</td><td>1321580 </td></tr>\n\t<tr><td> 991515.5</td><td>1322156 </td></tr>\n\t<tr><td> 990265.8</td><td>1323421 </td></tr>\n\t<tr><td> 992238.7</td><td>1323802 </td></tr>\n\t<tr><td> 991240.7</td><td>1332511 </td></tr>\n\t<tr><td> 993628.7</td><td>1332858 </td></tr>\n\t<tr><td> 993153.4</td><td>1336444 </td></tr>\n\t<tr><td> 992688.0</td><td>1336407 </td></tr>\n\t<tr><td> 992544.4</td><td>1337758 </td></tr>\n\t<tr><td> 993327.2</td><td>1337848 </td></tr>\n\t<tr><td> 992885.3</td><td>1341768 </td></tr>\n\t<tr><td> 993782.4</td><td>1341875 </td></tr>\n\t<tr><td> 993865.3</td><td>1341153 </td></tr>\n\t<tr><td>1005080.9</td><td>1342428 </td></tr>\n\t<tr><td>1004825.4</td><td>1343508 </td></tr>\n\t<tr><td>1005933.0</td><td>1344097 </td></tr>\n\t<tr><td>1005966.9</td><td>1344606 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1102905 </td><td>956741.2</td></tr>\n\t<tr><td>1127427 </td><td>959700.1</td></tr>\n\t<tr><td>1128414 </td><td>949880.9</td></tr>\n\t<tr><td>1128890 </td><td>948152.1</td></tr>\n\t<tr><td>1128762 </td><td>947684.4</td></tr>\n\t<tr><td>1129397 </td><td>947104.9</td></tr>\n\t<tr><td>1129840 </td><td>946034.1</td></tr>\n\t<tr><td>1131094 </td><td>944305.9</td></tr>\n\t<tr><td>1132005 </td><td>943620.1</td></tr>\n\t<tr><td>1132785 </td><td>942597.0</td></tr>\n\t<tr><td>1133437 </td><td>942235.7</td></tr>\n\t<tr><td>1133591 </td><td>941847.0</td></tr>\n\t<tr><td>1133608 </td><td>939870.5</td></tr>\n\t<tr><td>1133954 </td><td>939036.7</td></tr>\n\t<tr><td>1133881 </td><td>938562.8</td></tr>\n\t<tr><td>1133632 </td><td>938428.8</td></tr>\n\t<tr><td>1133657 </td><td>937754.2</td></tr>\n\t<tr><td>1134512 </td><td>936713.0</td></tr>\n\t<tr><td>1133760 </td><td>935340.2</td></tr>\n\t<tr><td>1134189 </td><td>934288.5</td></tr>\n\t<tr><td>1136126 </td><td>915725.9</td></tr>\n\t<tr><td>1117262 </td><td>914427.2</td></tr>\n\t<tr><td>1107760 </td><td>913785.1</td></tr>\n\t<tr><td>1104749 </td><td>941796.5</td></tr>\n\t<tr><td>1102905 </td><td>956741.2</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1155854</td><td>1257962</td></tr>\n\t<tr><td>1165814</td><td>1263276</td></tr>\n\t<tr><td>1165155</td><td>1263791</td></tr>\n\t<tr><td>1165192</td><td>1264279</td></tr>\n\t<tr><td>1165589</td><td>1264557</td></tr>\n\t<tr><td>1165617</td><td>1265356</td></tr>\n\t<tr><td>1166229</td><td>1265717</td></tr>\n\t<tr><td>1166337</td><td>1266506</td></tr>\n\t<tr><td>1182056</td><td>1261521</td></tr>\n\t<tr><td>1188151</td><td>1264249</td></tr>\n\t<tr><td>1190522</td><td>1262894</td></tr>\n\t<tr><td>1191621</td><td>1261999</td></tr>\n\t<tr><td>1192341</td><td>1261966</td></tr>\n\t<tr><td>1193368</td><td>1262499</td></tr>\n\t<tr><td>1195186</td><td>1261222</td></tr>\n\t<tr><td>1196555</td><td>1261011</td></tr>\n\t<tr><td>1197976</td><td>1259428</td></tr>\n\t<tr><td>1196430</td><td>1257083</td></tr>\n\t<tr><td>1196460</td><td>1254843</td></tr>\n\t<tr><td>1195976</td><td>1253971</td></tr>\n\t<tr><td>1195050</td><td>1255447</td></tr>\n\t<tr><td>1194243</td><td>1254926</td></tr>\n\t<tr><td>1193928</td><td>1254319</td></tr>\n\t<tr><td>1194715</td><td>1253603</td></tr>\n\t<tr><td>1194929</td><td>1252712</td></tr>\n\t<tr><td>1195257</td><td>1252579</td></tr>\n\t<tr><td>1194454</td><td>1251110</td></tr>\n\t<tr><td>1193608</td><td>1250362</td></tr>\n\t<tr><td>1193394</td><td>1249746</td></tr>\n\t<tr><td>1196879</td><td>1243451</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1165494</td><td>1245283</td></tr>\n\t<tr><td>1165144</td><td>1245876</td></tr>\n\t<tr><td>1164856</td><td>1245806</td></tr>\n\t<tr><td>1164810</td><td>1246298</td></tr>\n\t<tr><td>1164396</td><td>1246178</td></tr>\n\t<tr><td>1163842</td><td>1246609</td></tr>\n\t<tr><td>1163487</td><td>1247287</td></tr>\n\t<tr><td>1163553</td><td>1247621</td></tr>\n\t<tr><td>1163174</td><td>1247395</td></tr>\n\t<tr><td>1162547</td><td>1247460</td></tr>\n\t<tr><td>1162701</td><td>1247837</td></tr>\n\t<tr><td>1162451</td><td>1248777</td></tr>\n\t<tr><td>1161718</td><td>1249922</td></tr>\n\t<tr><td>1161263</td><td>1250030</td></tr>\n\t<tr><td>1161160</td><td>1250634</td></tr>\n\t<tr><td>1160621</td><td>1251370</td></tr>\n\t<tr><td>1160675</td><td>1251991</td></tr>\n\t<tr><td>1160394</td><td>1251998</td></tr>\n\t<tr><td>1160362</td><td>1252465</td></tr>\n\t<tr><td>1159991</td><td>1252818</td></tr>\n\t<tr><td>1160130</td><td>1252925</td></tr>\n\t<tr><td>1159794</td><td>1253127</td></tr>\n\t<tr><td>1159887</td><td>1253477</td></tr>\n\t<tr><td>1158704</td><td>1254210</td></tr>\n\t<tr><td>1157740</td><td>1255991</td></tr>\n\t<tr><td>1156894</td><td>1256766</td></tr>\n\t<tr><td>1156953</td><td>1257239</td></tr>\n\t<tr><td>1156505</td><td>1257280</td></tr>\n\t<tr><td>1156378</td><td>1257774</td></tr>\n\t<tr><td>1155854</td><td>1257962</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1112155</td><td>1300599</td></tr>\n\t<tr><td>1109239</td><td>1286349</td></tr>\n\t<tr><td>1110645</td><td>1285268</td></tr>\n\t<tr><td>1112386</td><td>1284387</td></tr>\n\t<tr><td>1113099</td><td>1282654</td></tr>\n\t<tr><td>1113904</td><td>1282442</td></tr>\n\t<tr><td>1115059</td><td>1281442</td></tr>\n\t<tr><td>1115122</td><td>1280886</td></tr>\n\t<tr><td>1116023</td><td>1280135</td></tr>\n\t<tr><td>1115973</td><td>1279667</td></tr>\n\t<tr><td>1116690</td><td>1278914</td></tr>\n\t<tr><td>1102028</td><td>1260848</td></tr>\n\t<tr><td>1098712</td><td>1256665</td></tr>\n\t<tr><td>1097129</td><td>1257017</td></tr>\n\t<tr><td>1096791</td><td>1257492</td></tr>\n\t<tr><td>1095926</td><td>1257878</td></tr>\n\t<tr><td>1095284</td><td>1258484</td></tr>\n\t<tr><td>1093604</td><td>1258801</td></tr>\n\t<tr><td>1091290</td><td>1260987</td></tr>\n\t<tr><td>1089764</td><td>1261696</td></tr>\n\t<tr><td>1087425</td><td>1264533</td></tr>\n\t<tr><td>1086130</td><td>1265260</td></tr>\n\t<tr><td>1085201</td><td>1266168</td></tr>\n\t<tr><td>1083717</td><td>1266568</td></tr>\n\t<tr><td>1082956</td><td>1267250</td></tr>\n\t<tr><td>1082248</td><td>1267285</td></tr>\n\t<tr><td>1081201</td><td>1267886</td></tr>\n\t<tr><td>1080641</td><td>1267929</td></tr>\n\t<tr><td>1080475</td><td>1268359</td></tr>\n\t<tr><td>1079319</td><td>1269026</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1076622</td><td>1282136</td></tr>\n\t<tr><td>1077974</td><td>1282338</td></tr>\n\t<tr><td>1079051</td><td>1281706</td></tr>\n\t<tr><td>1078877</td><td>1280953</td></tr>\n\t<tr><td>1080097</td><td>1281172</td></tr>\n\t<tr><td>1080983</td><td>1282285</td></tr>\n\t<tr><td>1081166</td><td>1284617</td></tr>\n\t<tr><td>1081615</td><td>1285546</td></tr>\n\t<tr><td>1082653</td><td>1286136</td></tr>\n\t<tr><td>1084001</td><td>1285999</td></tr>\n\t<tr><td>1085825</td><td>1286751</td></tr>\n\t<tr><td>1087828</td><td>1288860</td></tr>\n\t<tr><td>1086915</td><td>1289258</td></tr>\n\t<tr><td>1086279</td><td>1290144</td></tr>\n\t<tr><td>1085763</td><td>1290277</td></tr>\n\t<tr><td>1086022</td><td>1291562</td></tr>\n\t<tr><td>1085857</td><td>1292512</td></tr>\n\t<tr><td>1086115</td><td>1293390</td></tr>\n\t<tr><td>1086007</td><td>1293934</td></tr>\n\t<tr><td>1086698</td><td>1294855</td></tr>\n\t<tr><td>1086532</td><td>1296034</td></tr>\n\t<tr><td>1087114</td><td>1297161</td></tr>\n\t<tr><td>1086933</td><td>1297922</td></tr>\n\t<tr><td>1087594</td><td>1299109</td></tr>\n\t<tr><td>1087494</td><td>1299812</td></tr>\n\t<tr><td>1088502</td><td>1301591</td></tr>\n\t<tr><td>1089103</td><td>1301870</td></tr>\n\t<tr><td>1089315</td><td>1302235</td></tr>\n\t<tr><td>1108002</td><td>1296769</td></tr>\n\t<tr><td>1112155</td><td>1300599</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1117103</td><td>1379663</td></tr>\n\t<tr><td>1117373</td><td>1379980</td></tr>\n\t<tr><td>1118258</td><td>1379791</td></tr>\n\t<tr><td>1119095</td><td>1380183</td></tr>\n\t<tr><td>1119598</td><td>1379967</td></tr>\n\t<tr><td>1120649</td><td>1380048</td></tr>\n\t<tr><td>1120737</td><td>1380499</td></tr>\n\t<tr><td>1121246</td><td>1380724</td></tr>\n\t<tr><td>1122949</td><td>1380158</td></tr>\n\t<tr><td>1123743</td><td>1378513</td></tr>\n\t<tr><td>1124365</td><td>1377952</td></tr>\n\t<tr><td>1124328</td><td>1377541</td></tr>\n\t<tr><td>1126241</td><td>1376563</td></tr>\n\t<tr><td>1125810</td><td>1376089</td></tr>\n\t<tr><td>1126141</td><td>1375591</td></tr>\n\t<tr><td>1126100</td><td>1375067</td></tr>\n\t<tr><td>1126667</td><td>1374521</td></tr>\n\t<tr><td>1126640</td><td>1373535</td></tr>\n\t<tr><td>1127237</td><td>1372757</td></tr>\n\t<tr><td>1128597</td><td>1372800</td></tr>\n\t<tr><td>1128810</td><td>1371881</td></tr>\n\t<tr><td>1129612</td><td>1371840</td></tr>\n\t<tr><td>1131015</td><td>1371134</td></tr>\n\t<tr><td>1131623</td><td>1371598</td></tr>\n\t<tr><td>1132968</td><td>1370918</td></tr>\n\t<tr><td>1133573</td><td>1370987</td></tr>\n\t<tr><td>1134183</td><td>1370741</td></tr>\n\t<tr><td>1135167</td><td>1371955</td></tr>\n\t<tr><td>1136001</td><td>1371885</td></tr>\n\t<tr><td>1136457</td><td>1372114</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1118735</td><td>1360730</td></tr>\n\t<tr><td>1118401</td><td>1360723</td></tr>\n\t<tr><td>1118510</td><td>1361497</td></tr>\n\t<tr><td>1118901</td><td>1361521</td></tr>\n\t<tr><td>1119049</td><td>1361809</td></tr>\n\t<tr><td>1119172</td><td>1362342</td></tr>\n\t<tr><td>1119558</td><td>1362369</td></tr>\n\t<tr><td>1119897</td><td>1362787</td></tr>\n\t<tr><td>1119614</td><td>1363161</td></tr>\n\t<tr><td>1119901</td><td>1363867</td></tr>\n\t<tr><td>1120224</td><td>1363943</td></tr>\n\t<tr><td>1120307</td><td>1366161</td></tr>\n\t<tr><td>1119880</td><td>1367391</td></tr>\n\t<tr><td>1120288</td><td>1368821</td></tr>\n\t<tr><td>1121023</td><td>1369932</td></tr>\n\t<tr><td>1120605</td><td>1370746</td></tr>\n\t<tr><td>1120662</td><td>1371430</td></tr>\n\t<tr><td>1120291</td><td>1371529</td></tr>\n\t<tr><td>1119890</td><td>1372074</td></tr>\n\t<tr><td>1120119</td><td>1373334</td></tr>\n\t<tr><td>1119564</td><td>1373723</td></tr>\n\t<tr><td>1119536</td><td>1374081</td></tr>\n\t<tr><td>1118280</td><td>1374097</td></tr>\n\t<tr><td>1116094</td><td>1375695</td></tr>\n\t<tr><td>1115572</td><td>1375548</td></tr>\n\t<tr><td>1114783</td><td>1376833</td></tr>\n\t<tr><td>1115181</td><td>1377289</td></tr>\n\t<tr><td>1116023</td><td>1377664</td></tr>\n\t<tr><td>1116723</td><td>1378562</td></tr>\n\t<tr><td>1117103</td><td>1379663</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1104431</td><td>1342212</td></tr>\n\t<tr><td>1109396</td><td>1342776</td></tr>\n\t<tr><td>1109259</td><td>1343804</td></tr>\n\t<tr><td>1110258</td><td>1343888</td></tr>\n\t<tr><td>1110377</td><td>1342900</td></tr>\n\t<tr><td>1120438</td><td>1344072</td></tr>\n\t<tr><td>1126157</td><td>1336654</td></tr>\n\t<tr><td>1125570</td><td>1335209</td></tr>\n\t<tr><td>1124214</td><td>1334784</td></tr>\n\t<tr><td>1123718</td><td>1334340</td></tr>\n\t<tr><td>1123769</td><td>1333595</td></tr>\n\t<tr><td>1122908</td><td>1332696</td></tr>\n\t<tr><td>1122656</td><td>1331523</td></tr>\n\t<tr><td>1122801</td><td>1330263</td></tr>\n\t<tr><td>1122434</td><td>1329095</td></tr>\n\t<tr><td>1122129</td><td>1328795</td></tr>\n\t<tr><td>1122869</td><td>1327827</td></tr>\n\t<tr><td>1123334</td><td>1327766</td></tr>\n\t<tr><td>1124033</td><td>1327110</td></tr>\n\t<tr><td>1124604</td><td>1325460</td></tr>\n\t<tr><td>1124666</td><td>1324040</td></tr>\n\t<tr><td>1125792</td><td>1322971</td></tr>\n\t<tr><td>1126447</td><td>1322635</td></tr>\n\t<tr><td>1127028</td><td>1322690</td></tr>\n\t<tr><td>1127083</td><td>1322158</td></tr>\n\t<tr><td>1127656</td><td>1321523</td></tr>\n\t<tr><td>1112155</td><td>1300599</td></tr>\n\t<tr><td>1108002</td><td>1296769</td></tr>\n\t<tr><td>1089315</td><td>1302235</td></tr>\n\t<tr><td>1089469</td><td>1303865</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1096178</td><td>1322789</td></tr>\n\t<tr><td>1095613</td><td>1322385</td></tr>\n\t<tr><td>1094529</td><td>1324158</td></tr>\n\t<tr><td>1094041</td><td>1324237</td></tr>\n\t<tr><td>1094446</td><td>1324853</td></tr>\n\t<tr><td>1093922</td><td>1325504</td></tr>\n\t<tr><td>1094116</td><td>1326686</td></tr>\n\t<tr><td>1093412</td><td>1327065</td></tr>\n\t<tr><td>1093840</td><td>1327923</td></tr>\n\t<tr><td>1093925</td><td>1328744</td></tr>\n\t<tr><td>1094318</td><td>1329226</td></tr>\n\t<tr><td>1094222</td><td>1329632</td></tr>\n\t<tr><td>1093563</td><td>1330194</td></tr>\n\t<tr><td>1093000</td><td>1330119</td></tr>\n\t<tr><td>1093039</td><td>1330783</td></tr>\n\t<tr><td>1093350</td><td>1331010</td></tr>\n\t<tr><td>1093681</td><td>1331056</td></tr>\n\t<tr><td>1094078</td><td>1331566</td></tr>\n\t<tr><td>1093809</td><td>1332209</td></tr>\n\t<tr><td>1097256</td><td>1335171</td></tr>\n\t<tr><td>1098219</td><td>1335286</td></tr>\n\t<tr><td>1098094</td><td>1336282</td></tr>\n\t<tr><td>1097072</td><td>1336200</td></tr>\n\t<tr><td>1096948</td><td>1337178</td></tr>\n\t<tr><td>1098943</td><td>1337415</td></tr>\n\t<tr><td>1099067</td><td>1336372</td></tr>\n\t<tr><td>1101083</td><td>1336645</td></tr>\n\t<tr><td>1100959</td><td>1337627</td></tr>\n\t<tr><td>1104560</td><td>1341273</td></tr>\n\t<tr><td>1104431</td><td>1342212</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1210300</td><td>1236624</td></tr>\n\t<tr><td>1211423</td><td>1235479</td></tr>\n\t<tr><td>1211627</td><td>1235415</td></tr>\n\t<tr><td>1212028</td><td>1235977</td></tr>\n\t<tr><td>1212128</td><td>1235521</td></tr>\n\t<tr><td>1213261</td><td>1235088</td></tr>\n\t<tr><td>1213093</td><td>1233659</td></tr>\n\t<tr><td>1213473</td><td>1233310</td></tr>\n\t<tr><td>1213439</td><td>1232623</td></tr>\n\t<tr><td>1213689</td><td>1232186</td></tr>\n\t<tr><td>1213233</td><td>1231949</td></tr>\n\t<tr><td>1213634</td><td>1231499</td></tr>\n\t<tr><td>1213304</td><td>1231380</td></tr>\n\t<tr><td>1214294</td><td>1230865</td></tr>\n\t<tr><td>1214514</td><td>1229780</td></tr>\n\t<tr><td>1214141</td><td>1229344</td></tr>\n\t<tr><td>1214672</td><td>1229243</td></tr>\n\t<tr><td>1215165</td><td>1228343</td></tr>\n\t<tr><td>1215917</td><td>1228650</td></tr>\n\t<tr><td>1216314</td><td>1228308</td></tr>\n\t<tr><td>1216665</td><td>1227561</td></tr>\n\t<tr><td>1216372</td><td>1226834</td></tr>\n\t<tr><td>1216686</td><td>1226684</td></tr>\n\t<tr><td>1216923</td><td>1225973</td></tr>\n\t<tr><td>1216862</td><td>1224823</td></tr>\n\t<tr><td>1217199</td><td>1224199</td></tr>\n\t<tr><td>1217902</td><td>1224013</td></tr>\n\t<tr><td>1218017</td><td>1223665</td></tr>\n\t<tr><td>1217364</td><td>1223548</td></tr>\n\t<tr><td>1217675</td><td>1222665</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1178580</td><td>1211194</td></tr>\n\t<tr><td>1178882</td><td>1212423</td></tr>\n\t<tr><td>1178307</td><td>1213474</td></tr>\n\t<tr><td>1179086</td><td>1213702</td></tr>\n\t<tr><td>1179688</td><td>1214250</td></tr>\n\t<tr><td>1180117</td><td>1213942</td></tr>\n\t<tr><td>1180575</td><td>1214034</td></tr>\n\t<tr><td>1180925</td><td>1214795</td></tr>\n\t<tr><td>1182723</td><td>1215784</td></tr>\n\t<tr><td>1182916</td><td>1216513</td></tr>\n\t<tr><td>1183309</td><td>1216920</td></tr>\n\t<tr><td>1185396</td><td>1218064</td></tr>\n\t<tr><td>1184835</td><td>1219402</td></tr>\n\t<tr><td>1185281</td><td>1220945</td></tr>\n\t<tr><td>1185149</td><td>1221502</td></tr>\n\t<tr><td>1183059</td><td>1222926</td></tr>\n\t<tr><td>1195187</td><td>1237442</td></tr>\n\t<tr><td>1198196</td><td>1235432</td></tr>\n\t<tr><td>1198906</td><td>1235856</td></tr>\n\t<tr><td>1200174</td><td>1236005</td></tr>\n\t<tr><td>1200694</td><td>1236387</td></tr>\n\t<tr><td>1202309</td><td>1235446</td></tr>\n\t<tr><td>1205477</td><td>1235388</td></tr>\n\t<tr><td>1206004</td><td>1235689</td></tr>\n\t<tr><td>1206643</td><td>1235535</td></tr>\n\t<tr><td>1207535</td><td>1236492</td></tr>\n\t<tr><td>1207742</td><td>1236360</td></tr>\n\t<tr><td>1208355</td><td>1236691</td></tr>\n\t<tr><td>1209549</td><td>1236274</td></tr>\n\t<tr><td>1210300</td><td>1236624</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1003022.2</td><td>1262139 </td></tr>\n\t<tr><td>1004267.7</td><td>1262265 </td></tr>\n\t<tr><td>1005341.7</td><td>1251997 </td></tr>\n\t<tr><td>1004295.7</td><td>1251923 </td></tr>\n\t<tr><td>1005408.8</td><td>1241060 </td></tr>\n\t<tr><td>1003973.2</td><td>1240932 </td></tr>\n\t<tr><td>1004034.2</td><td>1240459 </td></tr>\n\t<tr><td> 999845.6</td><td>1237800 </td></tr>\n\t<tr><td> 998498.0</td><td>1237678 </td></tr>\n\t<tr><td> 998416.6</td><td>1238584 </td></tr>\n\t<tr><td> 997537.2</td><td>1238510 </td></tr>\n\t<tr><td> 984355.5</td><td>1231618 </td></tr>\n\t<tr><td> 979905.2</td><td>1231232 </td></tr>\n\t<tr><td> 972384.7</td><td>1258337 </td></tr>\n\t<tr><td> 988270.9</td><td>1259852 </td></tr>\n\t<tr><td> 988182.6</td><td>1260639 </td></tr>\n\t<tr><td>1003022.2</td><td>1262139 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1033689</td><td>1149696</td></tr>\n\t<tr><td>1034990</td><td>1149843</td></tr>\n\t<tr><td>1035053</td><td>1149395</td></tr>\n\t<tr><td>1035665</td><td>1149438</td></tr>\n\t<tr><td>1043933</td><td>1150538</td></tr>\n\t<tr><td>1044008</td><td>1149817</td></tr>\n\t<tr><td>1048951</td><td>1148376</td></tr>\n\t<tr><td>1049902</td><td>1146777</td></tr>\n\t<tr><td>1051044</td><td>1136735</td></tr>\n\t<tr><td>1051520</td><td>1136786</td></tr>\n\t<tr><td>1051619</td><td>1135855</td></tr>\n\t<tr><td>1052097</td><td>1135911</td></tr>\n\t<tr><td>1052197</td><td>1135069</td></tr>\n\t<tr><td>1051240</td><td>1134942</td></tr>\n\t<tr><td>1051416</td><td>1133330</td></tr>\n\t<tr><td>1050837</td><td>1133276</td></tr>\n\t<tr><td>1050918</td><td>1132463</td></tr>\n\t<tr><td>1050626</td><td>1132406</td></tr>\n\t<tr><td>1050619</td><td>1132187</td></tr>\n\t<tr><td>1050804</td><td>1130795</td></tr>\n\t<tr><td>1051628</td><td>1130878</td></tr>\n\t<tr><td>1052950</td><td>1119566</td></tr>\n\t<tr><td>1033185</td><td>1117168</td></tr>\n\t<tr><td>1032887</td><td>1119848</td></tr>\n\t<tr><td>1016836</td><td>1118033</td></tr>\n\t<tr><td>1016596</td><td>1118925</td></tr>\n\t<tr><td>1015669</td><td>1119881</td></tr>\n\t<tr><td>1016248</td><td>1120645</td></tr>\n\t<tr><td>1016261</td><td>1121120</td></tr>\n\t<tr><td>1015647</td><td>1120811</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1011821</td><td>1132262</td></tr>\n\t<tr><td>1010728</td><td>1132394</td></tr>\n\t<tr><td>1010044</td><td>1132798</td></tr>\n\t<tr><td>1009124</td><td>1134443</td></tr>\n\t<tr><td>1009561</td><td>1135063</td></tr>\n\t<tr><td>1009578</td><td>1135512</td></tr>\n\t<tr><td>1010136</td><td>1135395</td></tr>\n\t<tr><td>1010866</td><td>1136020</td></tr>\n\t<tr><td>1010445</td><td>1136512</td></tr>\n\t<tr><td>1009125</td><td>1137029</td></tr>\n\t<tr><td>1008802</td><td>1137777</td></tr>\n\t<tr><td>1008427</td><td>1137670</td></tr>\n\t<tr><td>1007867</td><td>1137899</td></tr>\n\t<tr><td>1006173</td><td>1139663</td></tr>\n\t<tr><td>1006356</td><td>1140602</td></tr>\n\t<tr><td>1005921</td><td>1141532</td></tr>\n\t<tr><td>1006516</td><td>1142693</td></tr>\n\t<tr><td>1007050</td><td>1142929</td></tr>\n\t<tr><td>1007096</td><td>1143503</td></tr>\n\t<tr><td>1006164</td><td>1144690</td></tr>\n\t<tr><td>1005584</td><td>1144197</td></tr>\n\t<tr><td>1004564</td><td>1144381</td></tr>\n\t<tr><td>1004021</td><td>1144999</td></tr>\n\t<tr><td>1003929</td><td>1146023</td></tr>\n\t<tr><td>1010892</td><td>1146789</td></tr>\n\t<tr><td>1010952</td><td>1146394</td></tr>\n\t<tr><td>1011808</td><td>1146491</td></tr>\n\t<tr><td>1011758</td><td>1146879</td></tr>\n\t<tr><td>1033733</td><td>1149252</td></tr>\n\t<tr><td>1033689</td><td>1149696</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1176087</td><td>1350420</td></tr>\n\t<tr><td>1177791</td><td>1349482</td></tr>\n\t<tr><td>1178268</td><td>1349621</td></tr>\n\t<tr><td>1180708</td><td>1348636</td></tr>\n\t<tr><td>1181536</td><td>1348754</td></tr>\n\t<tr><td>1181705</td><td>1349547</td></tr>\n\t<tr><td>1182781</td><td>1350079</td></tr>\n\t<tr><td>1183494</td><td>1349782</td></tr>\n\t<tr><td>1183689</td><td>1350103</td></tr>\n\t<tr><td>1184320</td><td>1350258</td></tr>\n\t<tr><td>1185111</td><td>1349791</td></tr>\n\t<tr><td>1185735</td><td>1350137</td></tr>\n\t<tr><td>1186223</td><td>1350938</td></tr>\n\t<tr><td>1187920</td><td>1350642</td></tr>\n\t<tr><td>1189674</td><td>1351394</td></tr>\n\t<tr><td>1192166</td><td>1350543</td></tr>\n\t<tr><td>1192569</td><td>1350042</td></tr>\n\t<tr><td>1192357</td><td>1349700</td></tr>\n\t<tr><td>1192442</td><td>1349283</td></tr>\n\t<tr><td>1193899</td><td>1348766</td></tr>\n\t<tr><td>1193976</td><td>1348104</td></tr>\n\t<tr><td>1194553</td><td>1347338</td></tr>\n\t<tr><td>1194864</td><td>1345810</td></tr>\n\t<tr><td>1195680</td><td>1344830</td></tr>\n\t<tr><td>1195796</td><td>1343907</td></tr>\n\t<tr><td>1196529</td><td>1342495</td></tr>\n\t<tr><td>1196669</td><td>1341554</td></tr>\n\t<tr><td>1197228</td><td>1340790</td></tr>\n\t<tr><td>1197630</td><td>1338971</td></tr>\n\t<tr><td>1201680</td><td>1336650</td></tr>\n\t<tr><td>1202846</td><td>1333413</td></tr>\n\t<tr><td>1203649</td><td>1331981</td></tr>\n\t<tr><td>1204414</td><td>1331213</td></tr>\n\t<tr><td>1202732</td><td>1330315</td></tr>\n\t<tr><td>1202183</td><td>1329773</td></tr>\n\t<tr><td>1200866</td><td>1329341</td></tr>\n\t<tr><td>1200122</td><td>1328529</td></tr>\n\t<tr><td>1198731</td><td>1328217</td></tr>\n\t<tr><td>1197848</td><td>1327516</td></tr>\n\t<tr><td>1192187</td><td>1324906</td></tr>\n\t<tr><td>1188618</td><td>1321122</td></tr>\n\t<tr><td>1187982</td><td>1321217</td></tr>\n\t<tr><td>1186762</td><td>1320083</td></tr>\n\t<tr><td>1186920</td><td>1319853</td></tr>\n\t<tr><td>1185284</td><td>1320635</td></tr>\n\t<tr><td>1185896</td><td>1321346</td></tr>\n\t<tr><td>1184785</td><td>1321955</td></tr>\n\t<tr><td>1183012</td><td>1322065</td></tr>\n\t<tr><td>1177797</td><td>1320524</td></tr>\n\t<tr><td>1173840</td><td>1323963</td></tr>\n\t<tr><td>1173889</td><td>1325274</td></tr>\n\t<tr><td>1174453</td><td>1325935</td></tr>\n\t<tr><td>1174445</td><td>1330008</td></tr>\n\t<tr><td>1174320</td><td>1333731</td></tr>\n\t<tr><td>1173351</td><td>1333213</td></tr>\n\t<tr><td>1173429</td><td>1341250</td></tr>\n\t<tr><td>1176087</td><td>1350420</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td> 986796.5</td><td>1206717 </td></tr>\n\t<tr><td>1012380.6</td><td>1209358 </td></tr>\n\t<tr><td>1019505.3</td><td>1193499 </td></tr>\n\t<tr><td>1019442.1</td><td>1194088 </td></tr>\n\t<tr><td>1020340.9</td><td>1194184 </td></tr>\n\t<tr><td>1020556.9</td><td>1192340 </td></tr>\n\t<tr><td>1020027.2</td><td>1192273 </td></tr>\n\t<tr><td>1021988.5</td><td>1187903 </td></tr>\n\t<tr><td>1013091.6</td><td>1182776 </td></tr>\n\t<tr><td>1012769.2</td><td>1181989 </td></tr>\n\t<tr><td>1011538.0</td><td>1182052 </td></tr>\n\t<tr><td>1011035.6</td><td>1181436 </td></tr>\n\t<tr><td>1008957.6</td><td>1180456 </td></tr>\n\t<tr><td>1008797.8</td><td>1182088 </td></tr>\n\t<tr><td>1007889.3</td><td>1181988 </td></tr>\n\t<tr><td>1007782.6</td><td>1182927 </td></tr>\n\t<tr><td>1006824.0</td><td>1182817 </td></tr>\n\t<tr><td>1007048.4</td><td>1180974 </td></tr>\n\t<tr><td>1006156.0</td><td>1180875 </td></tr>\n\t<tr><td>1006358.0</td><td>1179230 </td></tr>\n\t<tr><td> 995820.8</td><td>1174195 </td></tr>\n\t<tr><td> 986796.5</td><td>1206717 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1076638</td><td>1241976</td></tr>\n\t<tr><td>1080088</td><td>1242371</td></tr>\n\t<tr><td>1080307</td><td>1240470</td></tr>\n\t<tr><td>1081995</td><td>1240709</td></tr>\n\t<tr><td>1081781</td><td>1242570</td></tr>\n\t<tr><td>1085518</td><td>1242969</td></tr>\n\t<tr><td>1086171</td><td>1241531</td></tr>\n\t<tr><td>1086033</td><td>1241153</td></tr>\n\t<tr><td>1086984</td><td>1240450</td></tr>\n\t<tr><td>1089008</td><td>1237934</td></tr>\n\t<tr><td>1089529</td><td>1236818</td></tr>\n\t<tr><td>1090500</td><td>1236185</td></tr>\n\t<tr><td>1090738</td><td>1235472</td></tr>\n\t<tr><td>1091579</td><td>1234542</td></tr>\n\t<tr><td>1092380</td><td>1234315</td></tr>\n\t<tr><td>1092933</td><td>1234908</td></tr>\n\t<tr><td>1093565</td><td>1235067</td></tr>\n\t<tr><td>1095493</td><td>1233889</td></tr>\n\t<tr><td>1096074</td><td>1234140</td></tr>\n\t<tr><td>1097409</td><td>1233321</td></tr>\n\t<tr><td>1097760</td><td>1233664</td></tr>\n\t<tr><td>1098431</td><td>1232711</td></tr>\n\t<tr><td>1099020</td><td>1233040</td></tr>\n\t<tr><td>1099463</td><td>1232650</td></tr>\n\t<tr><td>1099232</td><td>1232289</td></tr>\n\t<tr><td>1099362</td><td>1231720</td></tr>\n\t<tr><td>1098911</td><td>1231650</td></tr>\n\t<tr><td>1098942</td><td>1231206</td></tr>\n\t<tr><td>1099745</td><td>1231771</td></tr>\n\t<tr><td>1100022</td><td>1231334</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1092922</td><td>1208980</td></tr>\n\t<tr><td>1084058</td><td>1207919</td></tr>\n\t<tr><td>1083830</td><td>1209747</td></tr>\n\t<tr><td>1073991</td><td>1208540</td></tr>\n\t<tr><td>1072938</td><td>1217815</td></tr>\n\t<tr><td>1075715</td><td>1218136</td></tr>\n\t<tr><td>1075833</td><td>1217243</td></tr>\n\t<tr><td>1077599</td><td>1217388</td></tr>\n\t<tr><td>1077463</td><td>1218314</td></tr>\n\t<tr><td>1078386</td><td>1218420</td></tr>\n\t<tr><td>1077741</td><td>1223846</td></tr>\n\t<tr><td>1078639</td><td>1223958</td></tr>\n\t<tr><td>1078607</td><td>1224358</td></tr>\n\t<tr><td>1078023</td><td>1229305</td></tr>\n\t<tr><td>1077179</td><td>1229212</td></tr>\n\t<tr><td>1077008</td><td>1231048</td></tr>\n\t<tr><td>1079602</td><td>1231336</td></tr>\n\t<tr><td>1079202</td><td>1235000</td></tr>\n\t<tr><td>1080108</td><td>1235113</td></tr>\n\t<tr><td>1079989</td><td>1236145</td></tr>\n\t<tr><td>1080867</td><td>1236254</td></tr>\n\t<tr><td>1080766</td><td>1237063</td></tr>\n\t<tr><td>1079887</td><td>1236965</td></tr>\n\t<tr><td>1079765</td><td>1237873</td></tr>\n\t<tr><td>1078886</td><td>1237775</td></tr>\n\t<tr><td>1078582</td><td>1240450</td></tr>\n\t<tr><td>1077721</td><td>1240354</td></tr>\n\t<tr><td>1077620</td><td>1241242</td></tr>\n\t<tr><td>1076740</td><td>1241156</td></tr>\n\t<tr><td>1076638</td><td>1241976</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1143436</td><td>1142961</td></tr>\n\t<tr><td>1143422</td><td>1143029</td></tr>\n\t<tr><td>1146977</td><td>1141469</td></tr>\n\t<tr><td>1148476</td><td>1141745</td></tr>\n\t<tr><td>1150074</td><td>1141617</td></tr>\n\t<tr><td>1151545</td><td>1140854</td></tr>\n\t<tr><td>1152078</td><td>1141147</td></tr>\n\t<tr><td>1152471</td><td>1141089</td></tr>\n\t<tr><td>1152729</td><td>1140694</td></tr>\n\t<tr><td>1153414</td><td>1141184</td></tr>\n\t<tr><td>1153686</td><td>1141450</td></tr>\n\t<tr><td>1154465</td><td>1141170</td></tr>\n\t<tr><td>1154642</td><td>1140564</td></tr>\n\t<tr><td>1155067</td><td>1140738</td></tr>\n\t<tr><td>1155035</td><td>1140363</td></tr>\n\t<tr><td>1155562</td><td>1140847</td></tr>\n\t<tr><td>1155997</td><td>1140742</td></tr>\n\t<tr><td>1156011</td><td>1141042</td></tr>\n\t<tr><td>1156679</td><td>1141101</td></tr>\n\t<tr><td>1156878</td><td>1140469</td></tr>\n\t<tr><td>1157438</td><td>1140397</td></tr>\n\t<tr><td>1157617</td><td>1139936</td></tr>\n\t<tr><td>1157251</td><td>1140025</td></tr>\n\t<tr><td>1157387</td><td>1139519</td></tr>\n\t<tr><td>1158030</td><td>1139150</td></tr>\n\t<tr><td>1158185</td><td>1139320</td></tr>\n\t<tr><td>1158140</td><td>1138495</td></tr>\n\t<tr><td>1158515</td><td>1138105</td></tr>\n\t<tr><td>1158718</td><td>1138277</td></tr>\n\t<tr><td>1158647</td><td>1137977</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1133157</td><td>1116481</td></tr>\n\t<tr><td>1133797</td><td>1115641</td></tr>\n\t<tr><td>1134040</td><td>1115790</td></tr>\n\t<tr><td>1135058</td><td>1115541</td></tr>\n\t<tr><td>1135337</td><td>1113492</td></tr>\n\t<tr><td>1136284</td><td>1113691</td></tr>\n\t<tr><td>1136187</td><td>1114482</td></tr>\n\t<tr><td>1137996</td><td>1114746</td></tr>\n\t<tr><td>1137290</td><td>1120230</td></tr>\n\t<tr><td>1138212</td><td>1120345</td></tr>\n\t<tr><td>1138020</td><td>1122155</td></tr>\n\t<tr><td>1138890</td><td>1122278</td></tr>\n\t<tr><td>1138986</td><td>1121459</td></tr>\n\t<tr><td>1141678</td><td>1121773</td></tr>\n\t<tr><td>1141271</td><td>1124985</td></tr>\n\t<tr><td>1142544</td><td>1124526</td></tr>\n\t<tr><td>1143002</td><td>1123910</td></tr>\n\t<tr><td>1143849</td><td>1123844</td></tr>\n\t<tr><td>1143998</td><td>1125056</td></tr>\n\t<tr><td>1143113</td><td>1132328</td></tr>\n\t<tr><td>1143469</td><td>1133038</td></tr>\n\t<tr><td>1143534</td><td>1133860</td></tr>\n\t<tr><td>1142971</td><td>1133795</td></tr>\n\t<tr><td>1142637</td><td>1136473</td></tr>\n\t<tr><td>1141743</td><td>1136390</td></tr>\n\t<tr><td>1141529</td><td>1138120</td></tr>\n\t<tr><td>1143281</td><td>1138357</td></tr>\n\t<tr><td>1142953</td><td>1141026</td></tr>\n\t<tr><td>1143436</td><td>1141719</td></tr>\n\t<tr><td>1143436</td><td>1142961</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1180061</td><td>1042800</td></tr>\n\t<tr><td>1187796</td><td>1043717</td></tr>\n\t<tr><td>1187656</td><td>1045140</td></tr>\n\t<tr><td>1190495</td><td>1045475</td></tr>\n\t<tr><td>1190664</td><td>1044072</td></tr>\n\t<tr><td>1192027</td><td>1044255</td></tr>\n\t<tr><td>1193123</td><td>1035865</td></tr>\n\t<tr><td>1198746</td><td>1036529</td></tr>\n\t<tr><td>1199060</td><td>1033694</td></tr>\n\t<tr><td>1207441</td><td>1034536</td></tr>\n\t<tr><td>1207105</td><td>1037496</td></tr>\n\t<tr><td>1223841</td><td>1039205</td></tr>\n\t<tr><td>1223996</td><td>1037799</td></tr>\n\t<tr><td>1222646</td><td>1037678</td></tr>\n\t<tr><td>1222980</td><td>1034882</td></tr>\n\t<tr><td>1221528</td><td>1034699</td></tr>\n\t<tr><td>1221610</td><td>1033350</td></tr>\n\t<tr><td>1220307</td><td>1033212</td></tr>\n\t<tr><td>1220435</td><td>1031744</td></tr>\n\t<tr><td>1219119</td><td>1031607</td></tr>\n\t<tr><td>1219674</td><td>1026448</td></tr>\n\t<tr><td>1218914</td><td>1023067</td></tr>\n\t<tr><td>1218218</td><td>1021739</td></tr>\n\t<tr><td>1218212</td><td>1020608</td></tr>\n\t<tr><td>1217169</td><td>1019606</td></tr>\n\t<tr><td>1216855</td><td>1017872</td></tr>\n\t<tr><td>1216218</td><td>1016243</td></tr>\n\t<tr><td>1215847</td><td>1016136</td></tr>\n\t<tr><td>1215542</td><td>1015659</td></tr>\n\t<tr><td>1213059</td><td>1015141</td></tr>\n\t<tr><td>1194934</td><td>1013134</td></tr>\n\t<tr><td>1193973</td><td>1013069</td></tr>\n\t<tr><td>1192735</td><td>1013775</td></tr>\n\t<tr><td>1191256</td><td>1013283</td></tr>\n\t<tr><td>1190797</td><td>1013566</td></tr>\n\t<tr><td>1190399</td><td>1014279</td></tr>\n\t<tr><td>1190612</td><td>1014762</td></tr>\n\t<tr><td>1190261</td><td>1015043</td></tr>\n\t<tr><td>1189904</td><td>1016408</td></tr>\n\t<tr><td>1189075</td><td>1017105</td></tr>\n\t<tr><td>1188634</td><td>1018556</td></tr>\n\t<tr><td>1188158</td><td>1018704</td></tr>\n\t<tr><td>1187604</td><td>1019660</td></tr>\n\t<tr><td>1186115</td><td>1020661</td></tr>\n\t<tr><td>1181348</td><td>1020290</td></tr>\n\t<tr><td>1181160</td><td>1021777</td></tr>\n\t<tr><td>1178317</td><td>1021486</td></tr>\n\t<tr><td>1177995</td><td>1024123</td></tr>\n\t<tr><td>1177706</td><td>1026942</td></tr>\n\t<tr><td>1178478</td><td>1027039</td></tr>\n\t<tr><td>1177444</td><td>1035515</td></tr>\n\t<tr><td>1180269</td><td>1035811</td></tr>\n\t<tr><td>1180254</td><td>1036737</td></tr>\n\t<tr><td>1180800</td><td>1037273</td></tr>\n\t<tr><td>1180306</td><td>1038854</td></tr>\n\t<tr><td>1179552</td><td>1039487</td></tr>\n\t<tr><td>1179000</td><td>1040836</td></tr>\n\t<tr><td>1179292</td><td>1040919</td></tr>\n\t<tr><td>1180144</td><td>1042031</td></tr>\n\t<tr><td>1180061</td><td>1042800</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1127656</td><td>1321523</td></tr>\n\t<tr><td>1128002</td><td>1321127</td></tr>\n\t<tr><td>1129884</td><td>1320273</td></tr>\n\t<tr><td>1130496</td><td>1319246</td></tr>\n\t<tr><td>1133580</td><td>1317499</td></tr>\n\t<tr><td>1136227</td><td>1318270</td></tr>\n\t<tr><td>1138877</td><td>1318623</td></tr>\n\t<tr><td>1139501</td><td>1319244</td></tr>\n\t<tr><td>1140031</td><td>1318842</td></tr>\n\t<tr><td>1140803</td><td>1319505</td></tr>\n\t<tr><td>1148793</td><td>1313290</td></tr>\n\t<tr><td>1149772</td><td>1312038</td></tr>\n\t<tr><td>1150563</td><td>1311809</td></tr>\n\t<tr><td>1151285</td><td>1310669</td></tr>\n\t<tr><td>1152821</td><td>1310045</td></tr>\n\t<tr><td>1153097</td><td>1309484</td></tr>\n\t<tr><td>1154124</td><td>1304833</td></tr>\n\t<tr><td>1153627</td><td>1304080</td></tr>\n\t<tr><td>1153422</td><td>1302772</td></tr>\n\t<tr><td>1152970</td><td>1301748</td></tr>\n\t<tr><td>1153055</td><td>1300832</td></tr>\n\t<tr><td>1152476</td><td>1300376</td></tr>\n\t<tr><td>1153148</td><td>1299637</td></tr>\n\t<tr><td>1152991</td><td>1299239</td></tr>\n\t<tr><td>1152567</td><td>1299072</td></tr>\n\t<tr><td>1152716</td><td>1297851</td></tr>\n\t<tr><td>1152384</td><td>1297161</td></tr>\n\t<tr><td>1154983</td><td>1296421</td></tr>\n\t<tr><td>1153476</td><td>1295235</td></tr>\n\t<tr><td>1153305</td><td>1295584</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1125217</td><td>1293924</td></tr>\n\t<tr><td>1124634</td><td>1293677</td></tr>\n\t<tr><td>1124315</td><td>1294155</td></tr>\n\t<tr><td>1124090</td><td>1293720</td></tr>\n\t<tr><td>1123717</td><td>1293749</td></tr>\n\t<tr><td>1123605</td><td>1292955</td></tr>\n\t<tr><td>1123168</td><td>1292761</td></tr>\n\t<tr><td>1122656</td><td>1293219</td></tr>\n\t<tr><td>1122660</td><td>1293926</td></tr>\n\t<tr><td>1122156</td><td>1293597</td></tr>\n\t<tr><td>1121666</td><td>1294602</td></tr>\n\t<tr><td>1120848</td><td>1294162</td></tr>\n\t<tr><td>1120659</td><td>1294875</td></tr>\n\t<tr><td>1120205</td><td>1294783</td></tr>\n\t<tr><td>1119961</td><td>1295066</td></tr>\n\t<tr><td>1119740</td><td>1294926</td></tr>\n\t<tr><td>1119862</td><td>1294570</td></tr>\n\t<tr><td>1119055</td><td>1294350</td></tr>\n\t<tr><td>1118394</td><td>1294553</td></tr>\n\t<tr><td>1117808</td><td>1294315</td></tr>\n\t<tr><td>1116458</td><td>1295771</td></tr>\n\t<tr><td>1115131</td><td>1296467</td></tr>\n\t<tr><td>1115139</td><td>1297151</td></tr>\n\t<tr><td>1114779</td><td>1297952</td></tr>\n\t<tr><td>1114090</td><td>1298094</td></tr>\n\t<tr><td>1113455</td><td>1298782</td></tr>\n\t<tr><td>1112580</td><td>1299114</td></tr>\n\t<tr><td>1112923</td><td>1299440</td></tr>\n\t<tr><td>1112155</td><td>1300599</td></tr>\n\t<tr><td>1127656</td><td>1321523</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1148060</td><td>1227191</td></tr>\n\t<tr><td>1148275</td><td>1222597</td></tr>\n\t<tr><td>1148661</td><td>1220586</td></tr>\n\t<tr><td>1148728</td><td>1218125</td></tr>\n\t<tr><td>1150824</td><td>1197976</td></tr>\n\t<tr><td>1126539</td><td>1190309</td></tr>\n\t<tr><td>1126269</td><td>1191432</td></tr>\n\t<tr><td>1126452</td><td>1192176</td></tr>\n\t<tr><td>1125529</td><td>1193063</td></tr>\n\t<tr><td>1125316</td><td>1193665</td></tr>\n\t<tr><td>1125127</td><td>1195140</td></tr>\n\t<tr><td>1125278</td><td>1195601</td></tr>\n\t<tr><td>1125703</td><td>1196455</td></tr>\n\t<tr><td>1126432</td><td>1197189</td></tr>\n\t<tr><td>1125638</td><td>1197137</td></tr>\n\t<tr><td>1125521</td><td>1197333</td></tr>\n\t<tr><td>1125911</td><td>1197765</td></tr>\n\t<tr><td>1124953</td><td>1198053</td></tr>\n\t<tr><td>1124555</td><td>1198824</td></tr>\n\t<tr><td>1123834</td><td>1198663</td></tr>\n\t<tr><td>1123715</td><td>1198836</td></tr>\n\t<tr><td>1124519</td><td>1200160</td></tr>\n\t<tr><td>1125110</td><td>1203234</td></tr>\n\t<tr><td>1124189</td><td>1204011</td></tr>\n\t<tr><td>1123839</td><td>1204859</td></tr>\n\t<tr><td>1123421</td><td>1205058</td></tr>\n\t<tr><td>1123012</td><td>1205748</td></tr>\n\t<tr><td>1122850</td><td>1206890</td></tr>\n\t<tr><td>1123142</td><td>1207203</td></tr>\n\t<tr><td>1123175</td><td>1207986</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1120194</td><td>1217381</td></tr>\n\t<tr><td>1120816</td><td>1218614</td></tr>\n\t<tr><td>1121337</td><td>1219010</td></tr>\n\t<tr><td>1120351</td><td>1219800</td></tr>\n\t<tr><td>1120072</td><td>1220226</td></tr>\n\t<tr><td>1120707</td><td>1220319</td></tr>\n\t<tr><td>1120674</td><td>1220632</td></tr>\n\t<tr><td>1119923</td><td>1220516</td></tr>\n\t<tr><td>1119817</td><td>1221251</td></tr>\n\t<tr><td>1121354</td><td>1221522</td></tr>\n\t<tr><td>1121051</td><td>1222137</td></tr>\n\t<tr><td>1121518</td><td>1223604</td></tr>\n\t<tr><td>1121350</td><td>1224080</td></tr>\n\t<tr><td>1122556</td><td>1223886</td></tr>\n\t<tr><td>1122882</td><td>1224117</td></tr>\n\t<tr><td>1122910</td><td>1224627</td></tr>\n\t<tr><td>1126060</td><td>1226361</td></tr>\n\t<tr><td>1128793</td><td>1229902</td></tr>\n\t<tr><td>1131621</td><td>1231126</td></tr>\n\t<tr><td>1130837</td><td>1231764</td></tr>\n\t<tr><td>1131394</td><td>1232466</td></tr>\n\t<tr><td>1133268</td><td>1230738</td></tr>\n\t<tr><td>1134096</td><td>1230889</td></tr>\n\t<tr><td>1134379</td><td>1231355</td></tr>\n\t<tr><td>1133529</td><td>1232044</td></tr>\n\t<tr><td>1133096</td><td>1233549</td></tr>\n\t<tr><td>1132832</td><td>1233794</td></tr>\n\t<tr><td>1133141</td><td>1235570</td></tr>\n\t<tr><td>1141429</td><td>1230732</td></tr>\n\t<tr><td>1148060</td><td>1227191</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1272207</td><td>1078967</td></tr>\n\t<tr><td>1274255</td><td>1064834</td></tr>\n\t<tr><td>1265956</td><td>1063690</td></tr>\n\t<tr><td>1267370</td><td>1053856</td></tr>\n\t<tr><td>1264520</td><td>1053440</td></tr>\n\t<tr><td>1264718</td><td>1052031</td></tr>\n\t<tr><td>1267519</td><td>1052414</td></tr>\n\t<tr><td>1267843</td><td>1049604</td></tr>\n\t<tr><td>1268455</td><td>1045394</td></tr>\n\t<tr><td>1258555</td><td>1043986</td></tr>\n\t<tr><td>1238991</td><td>1041106</td></tr>\n\t<tr><td>1236803</td><td>1057079</td></tr>\n\t<tr><td>1237856</td><td>1057609</td></tr>\n\t<tr><td>1237629</td><td>1057093</td></tr>\n\t<tr><td>1237935</td><td>1056933</td></tr>\n\t<tr><td>1238338</td><td>1057696</td></tr>\n\t<tr><td>1238817</td><td>1057631</td></tr>\n\t<tr><td>1239393</td><td>1058277</td></tr>\n\t<tr><td>1239137</td><td>1058615</td></tr>\n\t<tr><td>1239512</td><td>1059172</td></tr>\n\t<tr><td>1239748</td><td>1058867</td></tr>\n\t<tr><td>1240297</td><td>1059694</td></tr>\n\t<tr><td>1240709</td><td>1059621</td></tr>\n\t<tr><td>1241278</td><td>1060219</td></tr>\n\t<tr><td>1241190</td><td>1060567</td></tr>\n\t<tr><td>1240590</td><td>1060807</td></tr>\n\t<tr><td>1240509</td><td>1061765</td></tr>\n\t<tr><td>1241317</td><td>1061779</td></tr>\n\t<tr><td>1241825</td><td>1062983</td></tr>\n\t<tr><td>1242310</td><td>1062302</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1256727</td><td>1073594</td></tr>\n\t<tr><td>1257025</td><td>1073569</td></tr>\n\t<tr><td>1257546</td><td>1072979</td></tr>\n\t<tr><td>1257641</td><td>1073521</td></tr>\n\t<tr><td>1258188</td><td>1073529</td></tr>\n\t<tr><td>1258280</td><td>1074040</td></tr>\n\t<tr><td>1258677</td><td>1074253</td></tr>\n\t<tr><td>1258919</td><td>1075031</td></tr>\n\t<tr><td>1259802</td><td>1076102</td></tr>\n\t<tr><td>1260128</td><td>1076283</td></tr>\n\t<tr><td>1260807</td><td>1076121</td></tr>\n\t<tr><td>1260793</td><td>1076558</td></tr>\n\t<tr><td>1261794</td><td>1076261</td></tr>\n\t<tr><td>1261898</td><td>1076670</td></tr>\n\t<tr><td>1262547</td><td>1076583</td></tr>\n\t<tr><td>1262855</td><td>1077088</td></tr>\n\t<tr><td>1264411</td><td>1076905</td></tr>\n\t<tr><td>1265705</td><td>1076235</td></tr>\n\t<tr><td>1266919</td><td>1076251</td></tr>\n\t<tr><td>1267514</td><td>1076617</td></tr>\n\t<tr><td>1267822</td><td>1077314</td></tr>\n\t<tr><td>1266647</td><td>1077360</td></tr>\n\t<tr><td>1266090</td><td>1077066</td></tr>\n\t<tr><td>1265974</td><td>1077477</td></tr>\n\t<tr><td>1266461</td><td>1078391</td></tr>\n\t<tr><td>1267524</td><td>1078802</td></tr>\n\t<tr><td>1267832</td><td>1078970</td></tr>\n\t<tr><td>1269821</td><td>1078355</td></tr>\n\t<tr><td>1270982</td><td>1078938</td></tr>\n\t<tr><td>1272207</td><td>1078967</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1257970</td><td>1228627</td></tr>\n\t<tr><td>1259081</td><td>1228744</td></tr>\n\t<tr><td>1260114</td><td>1228401</td></tr>\n\t<tr><td>1260995</td><td>1227748</td></tr>\n\t<tr><td>1262022</td><td>1227519</td></tr>\n\t<tr><td>1262847</td><td>1226931</td></tr>\n\t<tr><td>1263550</td><td>1226149</td></tr>\n\t<tr><td>1263778</td><td>1225456</td></tr>\n\t<tr><td>1265801</td><td>1224783</td></tr>\n\t<tr><td>1266564</td><td>1224805</td></tr>\n\t<tr><td>1267336</td><td>1224499</td></tr>\n\t<tr><td>1268493</td><td>1223452</td></tr>\n\t<tr><td>1268836</td><td>1222687</td></tr>\n\t<tr><td>1269476</td><td>1222049</td></tr>\n\t<tr><td>1269551</td><td>1221393</td></tr>\n\t<tr><td>1270376</td><td>1221274</td></tr>\n\t<tr><td>1268479</td><td>1212179</td></tr>\n\t<tr><td>1267859</td><td>1207268</td></tr>\n\t<tr><td>1267692</td><td>1201890</td></tr>\n\t<tr><td>1271431</td><td>1188330</td></tr>\n\t<tr><td>1270254</td><td>1181563</td></tr>\n\t<tr><td>1269002</td><td>1176490</td></tr>\n\t<tr><td>1268632</td><td>1176924</td></tr>\n\t<tr><td>1268017</td><td>1176949</td></tr>\n\t<tr><td>1267749</td><td>1176367</td></tr>\n\t<tr><td>1266783</td><td>1175798</td></tr>\n\t<tr><td>1266363</td><td>1175120</td></tr>\n\t<tr><td>1265614</td><td>1175027</td></tr>\n\t<tr><td>1265119</td><td>1174268</td></tr>\n\t<tr><td>1265117</td><td>1173725</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1236716</td><td>1197622</td></tr>\n\t<tr><td>1236677</td><td>1198580</td></tr>\n\t<tr><td>1235815</td><td>1198951</td></tr>\n\t<tr><td>1235621</td><td>1199456</td></tr>\n\t<tr><td>1235192</td><td>1199646</td></tr>\n\t<tr><td>1235176</td><td>1200335</td></tr>\n\t<tr><td>1235456</td><td>1200692</td></tr>\n\t<tr><td>1235274</td><td>1201452</td></tr>\n\t<tr><td>1234382</td><td>1201512</td></tr>\n\t<tr><td>1233781</td><td>1202395</td></tr>\n\t<tr><td>1233734</td><td>1202930</td></tr>\n\t<tr><td>1233172</td><td>1203171</td></tr>\n\t<tr><td>1232658</td><td>1204022</td></tr>\n\t<tr><td>1233586</td><td>1204121</td></tr>\n\t<tr><td>1234574</td><td>1203720</td></tr>\n\t<tr><td>1234664</td><td>1204213</td></tr>\n\t<tr><td>1238299</td><td>1204636</td></tr>\n\t<tr><td>1239348</td><td>1204677</td></tr>\n\t<tr><td>1240088</td><td>1204242</td></tr>\n\t<tr><td>1240393</td><td>1204389</td></tr>\n\t<tr><td>1240463</td><td>1204995</td></tr>\n\t<tr><td>1239978</td><td>1206740</td></tr>\n\t<tr><td>1240336</td><td>1207558</td></tr>\n\t<tr><td>1240309</td><td>1208179</td></tr>\n\t<tr><td>1239991</td><td>1208656</td></tr>\n\t<tr><td>1239358</td><td>1208805</td></tr>\n\t<tr><td>1239001</td><td>1210005</td></tr>\n\t<tr><td>1251398</td><td>1223439</td></tr>\n\t<tr><td>1255212</td><td>1228196</td></tr>\n\t<tr><td>1257970</td><td>1228627</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1318306</td><td>1192060</td></tr>\n\t<tr><td>1312852</td><td>1165469</td></tr>\n\t<tr><td>1313326</td><td>1163524</td></tr>\n\t<tr><td>1314522</td><td>1162965</td></tr>\n\t<tr><td>1314739</td><td>1162592</td></tr>\n\t<tr><td>1315860</td><td>1162339</td></tr>\n\t<tr><td>1301756</td><td>1155462</td></tr>\n\t<tr><td>1293325</td><td>1160581</td></tr>\n\t<tr><td>1285172</td><td>1176231</td></tr>\n\t<tr><td>1284786</td><td>1176964</td></tr>\n\t<tr><td>1285977</td><td>1184345</td></tr>\n\t<tr><td>1289322</td><td>1188583</td></tr>\n\t<tr><td>1300711</td><td>1191045</td></tr>\n\t<tr><td>1309286</td><td>1195737</td></tr>\n\t<tr><td>1309671</td><td>1195376</td></tr>\n\t<tr><td>1312168</td><td>1194849</td></tr>\n\t<tr><td>1312953</td><td>1195388</td></tr>\n\t<tr><td>1313342</td><td>1195109</td></tr>\n\t<tr><td>1313535</td><td>1194458</td></tr>\n\t<tr><td>1314299</td><td>1194252</td></tr>\n\t<tr><td>1314788</td><td>1194481</td></tr>\n\t<tr><td>1315815</td><td>1193950</td></tr>\n\t<tr><td>1316492</td><td>1193933</td></tr>\n\t<tr><td>1317457</td><td>1193220</td></tr>\n\t<tr><td>1317863</td><td>1192272</td></tr>\n\t<tr><td>1318306</td><td>1192060</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1250375</td><td>1172275</td></tr>\n\t<tr><td>1251704</td><td>1170770</td></tr>\n\t<tr><td>1252449</td><td>1170155</td></tr>\n\t<tr><td>1253825</td><td>1169522</td></tr>\n\t<tr><td>1255489</td><td>1167957</td></tr>\n\t<tr><td>1257331</td><td>1167049</td></tr>\n\t<tr><td>1259336</td><td>1166785</td></tr>\n\t<tr><td>1258153</td><td>1162828</td></tr>\n\t<tr><td>1258302</td><td>1161790</td></tr>\n\t<tr><td>1256778</td><td>1160597</td></tr>\n\t<tr><td>1254499</td><td>1157516</td></tr>\n\t<tr><td>1255352</td><td>1156158</td></tr>\n\t<tr><td>1255740</td><td>1154963</td></tr>\n\t<tr><td>1256826</td><td>1154577</td></tr>\n\t<tr><td>1258028</td><td>1153632</td></tr>\n\t<tr><td>1258385</td><td>1153683</td></tr>\n\t<tr><td>1255942</td><td>1151852</td></tr>\n\t<tr><td>1255252</td><td>1152729</td></tr>\n\t<tr><td>1253638</td><td>1151466</td></tr>\n\t<tr><td>1254321</td><td>1150617</td></tr>\n\t<tr><td>1247439</td><td>1144462</td></tr>\n\t<tr><td>1247738</td><td>1143914</td></tr>\n\t<tr><td>1247599</td><td>1143084</td></tr>\n\t<tr><td>1248046</td><td>1142167</td></tr>\n\t<tr><td>1250941</td><td>1139690</td></tr>\n\t<tr><td>1249134</td><td>1138627</td></tr>\n\t<tr><td>1248216</td><td>1139601</td></tr>\n\t<tr><td>1247837</td><td>1139295</td></tr>\n\t<tr><td>1247768</td><td>1136651</td></tr>\n\t<tr><td>1247544</td><td>1137970</td></tr>\n\t<tr><td>1245814</td><td>1137330</td></tr>\n\t<tr><td>1245683</td><td>1137717</td></tr>\n\t<tr><td>1245116</td><td>1137524</td></tr>\n\t<tr><td>1243566</td><td>1136416</td></tr>\n\t<tr><td>1240892</td><td>1137299</td></tr>\n\t<tr><td>1240061</td><td>1147126</td></tr>\n\t<tr><td>1227660</td><td>1150806</td></tr>\n\t<tr><td>1228059</td><td>1153842</td></tr>\n\t<tr><td>1220520</td><td>1156056</td></tr>\n\t<tr><td>1211929</td><td>1154027</td></tr>\n\t<tr><td>1212419</td><td>1157624</td></tr>\n\t<tr><td>1212360</td><td>1159002</td></tr>\n\t<tr><td>1212081</td><td>1159797</td></tr>\n\t<tr><td>1224626</td><td>1167213</td></tr>\n\t<tr><td>1225103</td><td>1166503</td></tr>\n\t<tr><td>1226489</td><td>1166358</td></tr>\n\t<tr><td>1227427</td><td>1165829</td></tr>\n\t<tr><td>1228391</td><td>1163154</td></tr>\n\t<tr><td>1231079</td><td>1164775</td></tr>\n\t<tr><td>1233435</td><td>1165546</td></tr>\n\t<tr><td>1234611</td><td>1166545</td></tr>\n\t<tr><td>1236057</td><td>1167358</td></tr>\n\t<tr><td>1237546</td><td>1166002</td></tr>\n\t<tr><td>1238398</td><td>1166697</td></tr>\n\t<tr><td>1242596</td><td>1168395</td></tr>\n\t<tr><td>1245577</td><td>1170847</td></tr>\n\t<tr><td>1246771</td><td>1171502</td></tr>\n\t<tr><td>1250375</td><td>1172275</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1150824</td><td>1197976</td></tr>\n\t<tr><td>1160389</td><td>1200797</td></tr>\n\t<tr><td>1160971</td><td>1200630</td></tr>\n\t<tr><td>1161313</td><td>1200898</td></tr>\n\t<tr><td>1163673</td><td>1193033</td></tr>\n\t<tr><td>1171704</td><td>1173086</td></tr>\n\t<tr><td>1167556</td><td>1169392</td></tr>\n\t<tr><td>1158528</td><td>1162172</td></tr>\n\t<tr><td>1158236</td><td>1162395</td></tr>\n\t<tr><td>1157671</td><td>1161670</td></tr>\n\t<tr><td>1153331</td><td>1165155</td></tr>\n\t<tr><td>1152236</td><td>1163638</td></tr>\n\t<tr><td>1150098</td><td>1165912</td></tr>\n\t<tr><td>1144528</td><td>1165183</td></tr>\n\t<tr><td>1143938</td><td>1166332</td></tr>\n\t<tr><td>1142300</td><td>1166797</td></tr>\n\t<tr><td>1140677</td><td>1167921</td></tr>\n\t<tr><td>1139820</td><td>1170314</td></tr>\n\t<tr><td>1139851</td><td>1170891</td></tr>\n\t<tr><td>1139341</td><td>1171526</td></tr>\n\t<tr><td>1138791</td><td>1171745</td></tr>\n\t<tr><td>1139091</td><td>1172749</td></tr>\n\t<tr><td>1138994</td><td>1173181</td></tr>\n\t<tr><td>1138110</td><td>1173520</td></tr>\n\t<tr><td>1137331</td><td>1174209</td></tr>\n\t<tr><td>1137287</td><td>1175471</td></tr>\n\t<tr><td>1136919</td><td>1176091</td></tr>\n\t<tr><td>1137332</td><td>1176989</td></tr>\n\t<tr><td>1136516</td><td>1177610</td></tr>\n\t<tr><td>1136171</td><td>1178244</td></tr>\n\t<tr><td>1136806</td><td>1179429</td></tr>\n\t<tr><td>1136289</td><td>1180409</td></tr>\n\t<tr><td>1135029</td><td>1181506</td></tr>\n\t<tr><td>1133857</td><td>1183550</td></tr>\n\t<tr><td>1131046</td><td>1185072</td></tr>\n\t<tr><td>1130307</td><td>1186370</td></tr>\n\t<tr><td>1128885</td><td>1187488</td></tr>\n\t<tr><td>1128311</td><td>1188820</td></tr>\n\t<tr><td>1127595</td><td>1189314</td></tr>\n\t<tr><td>1126683</td><td>1189409</td></tr>\n\t<tr><td>1126539</td><td>1190309</td></tr>\n\t<tr><td>1150824</td><td>1197976</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1097238</td><td>1194569</td></tr>\n\t<tr><td>1104802</td><td>1195500</td></tr>\n\t<tr><td>1108129</td><td>1167262</td></tr>\n\t<tr><td>1107254</td><td>1167170</td></tr>\n\t<tr><td>1107431</td><td>1165328</td></tr>\n\t<tr><td>1101043</td><td>1164601</td></tr>\n\t<tr><td>1100349</td><td>1170979</td></tr>\n\t<tr><td>1086694</td><td>1169426</td></tr>\n\t<tr><td>1086229</td><td>1173915</td></tr>\n\t<tr><td>1087160</td><td>1174039</td></tr>\n\t<tr><td>1087066</td><td>1174946</td></tr>\n\t<tr><td>1088010</td><td>1175024</td></tr>\n\t<tr><td>1086002</td><td>1191594</td></tr>\n\t<tr><td>1087910</td><td>1191839</td></tr>\n\t<tr><td>1088323</td><td>1190818</td></tr>\n\t<tr><td>1097556</td><td>1191879</td></tr>\n\t<tr><td>1097238</td><td>1194569</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1226717 </td><td>984618.7</td></tr>\n\t<tr><td>1233822 </td><td>985664.2</td></tr>\n\t<tr><td>1238599 </td><td>950944.1</td></tr>\n\t<tr><td>1237436 </td><td>951147.0</td></tr>\n\t<tr><td>1236656 </td><td>949754.9</td></tr>\n\t<tr><td>1235370 </td><td>949359.6</td></tr>\n\t<tr><td>1234918 </td><td>947693.4</td></tr>\n\t<tr><td>1234760 </td><td>948083.0</td></tr>\n\t<tr><td>1234343 </td><td>948124.8</td></tr>\n\t<tr><td>1233748 </td><td>948337.8</td></tr>\n\t<tr><td>1233787 </td><td>949080.7</td></tr>\n\t<tr><td>1233481 </td><td>949640.3</td></tr>\n\t<tr><td>1233744 </td><td>950630.2</td></tr>\n\t<tr><td>1233518 </td><td>950707.3</td></tr>\n\t<tr><td>1233726 </td><td>951615.7</td></tr>\n\t<tr><td>1233447 </td><td>951734.3</td></tr>\n\t<tr><td>1233473 </td><td>952175.0</td></tr>\n\t<tr><td>1233265 </td><td>952256.8</td></tr>\n\t<tr><td>1233567 </td><td>952660.9</td></tr>\n\t<tr><td>1233322 </td><td>953262.3</td></tr>\n\t<tr><td>1233426 </td><td>954145.5</td></tr>\n\t<tr><td>1233214 </td><td>953954.6</td></tr>\n\t<tr><td>1232984 </td><td>954311.2</td></tr>\n\t<tr><td>1232727 </td><td>954281.2</td></tr>\n\t<tr><td>1232849 </td><td>954529.2</td></tr>\n\t<tr><td>1232484 </td><td>954697.8</td></tr>\n\t<tr><td>1232564 </td><td>955248.6</td></tr>\n\t<tr><td>1231734 </td><td>955237.8</td></tr>\n\t<tr><td>1231656 </td><td>955787.5</td></tr>\n\t<tr><td>1232074 </td><td>955968.4</td></tr>\n\t<tr><td>1231196 </td><td>956426.5</td></tr>\n\t<tr><td>1231517 </td><td>957012.8</td></tr>\n\t<tr><td>1230857 </td><td>957480.3</td></tr>\n\t<tr><td>1230657 </td><td>958606.7</td></tr>\n\t<tr><td>1217729 </td><td>957162.4</td></tr>\n\t<tr><td>1216488 </td><td>965472.3</td></tr>\n\t<tr><td>1214880 </td><td>965222.5</td></tr>\n\t<tr><td>1214318 </td><td>969277.6</td></tr>\n\t<tr><td>1217205 </td><td>969687.9</td></tr>\n\t<tr><td>1216137 </td><td>979064.6</td></tr>\n\t<tr><td>1228109 </td><td>980643.6</td></tr>\n\t<tr><td>1227947 </td><td>981010.6</td></tr>\n\t<tr><td>1228183 </td><td>981210.3</td></tr>\n\t<tr><td>1227772 </td><td>981547.4</td></tr>\n\t<tr><td>1227825 </td><td>982184.9</td></tr>\n\t<tr><td>1227459 </td><td>982505.1</td></tr>\n\t<tr><td>1227513 </td><td>983196.6</td></tr>\n\t<tr><td>1227106 </td><td>983200.0</td></tr>\n\t<tr><td>1227164 </td><td>983653.1</td></tr>\n\t<tr><td>1226610 </td><td>983762.4</td></tr>\n\t<tr><td>1226518 </td><td>984282.1</td></tr>\n\t<tr><td>1226698 </td><td>984363.6</td></tr>\n\t<tr><td>1226424 </td><td>984614.1</td></tr>\n\t<tr><td>1226717 </td><td>984618.7</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n\t<tr><td>1204709</td><td>1149085</td></tr>\n\t<tr><td>1211929</td><td>1154027</td></tr>\n\t<tr><td>1220520</td><td>1156056</td></tr>\n\t<tr><td>1228059</td><td>1153842</td></tr>\n\t<tr><td>1227660</td><td>1150806</td></tr>\n\t<tr><td>1240061</td><td>1147126</td></tr>\n\t<tr><td>1240892</td><td>1137299</td></tr>\n\t<tr><td>1243566</td><td>1136416</td></tr>\n\t<tr><td>1242757</td><td>1135674</td></tr>\n\t<tr><td>1243657</td><td>1134984</td></tr>\n\t<tr><td>1244942</td><td>1134712</td></tr>\n\t<tr><td>1245229</td><td>1134214</td></tr>\n\t<tr><td>1244603</td><td>1133464</td></tr>\n\t<tr><td>1244198</td><td>1131405</td></tr>\n\t<tr><td>1242930</td><td>1130400</td></tr>\n\t<tr><td>1242036</td><td>1130561</td></tr>\n\t<tr><td>1240846</td><td>1130156</td></tr>\n\t<tr><td>1240529</td><td>1129412</td></tr>\n\t<tr><td>1240177</td><td>1129347</td></tr>\n\t<tr><td>1240177</td><td>1128924</td></tr>\n\t<tr><td>1240662</td><td>1128257</td></tr>\n\t<tr><td>1239775</td><td>1126744</td></tr>\n\t<tr><td>1240457</td><td>1125264</td></tr>\n\t<tr><td>1240232</td><td>1124920</td></tr>\n\t<tr><td>1240581</td><td>1124129</td></tr>\n\t<tr><td>1239874</td><td>1122481</td></tr>\n\t<tr><td>1239049</td><td>1122195</td></tr>\n\t<tr><td>1239236</td><td>1121435</td></tr>\n\t<tr><td>1238934</td><td>1120461</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1237266</td><td>1116256</td></tr>\n\t<tr><td>1237249</td><td>1115759</td></tr>\n\t<tr><td>1237616</td><td>1115480</td></tr>\n\t<tr><td>1237057</td><td>1114872</td></tr>\n\t<tr><td>1237627</td><td>1114717</td></tr>\n\t<tr><td>1237651</td><td>1115083</td></tr>\n\t<tr><td>1237889</td><td>1115124</td></tr>\n\t<tr><td>1238239</td><td>1114264</td></tr>\n\t<tr><td>1238589</td><td>1114453</td></tr>\n\t<tr><td>1238832</td><td>1114058</td></tr>\n\t<tr><td>1238438</td><td>1114118</td></tr>\n\t<tr><td>1238428</td><td>1113952</td></tr>\n\t<tr><td>1239105</td><td>1113557</td></tr>\n\t<tr><td>1239435</td><td>1113648</td></tr>\n\t<tr><td>1239075</td><td>1113061</td></tr>\n\t<tr><td>1239829</td><td>1112986</td></tr>\n\t<tr><td>1236641</td><td>1108743</td></tr>\n\t<tr><td>1237371</td><td>1108193</td></tr>\n\t<tr><td>1237108</td><td>1107840</td></tr>\n\t<tr><td>1236824</td><td>1107487</td></tr>\n\t<tr><td>1236117</td><td>1108017</td></tr>\n\t<tr><td>1228946</td><td>1098532</td></tr>\n\t<tr><td>1228308</td><td>1099064</td></tr>\n\t<tr><td>1227712</td><td>1098370</td></tr>\n\t<tr><td>1227012</td><td>1098922</td></tr>\n\t<tr><td>1226459</td><td>1098375</td></tr>\n\t<tr><td>1226228</td><td>1098557</td></tr>\n\t<tr><td>1217335</td><td>1091623</td></tr>\n\t<tr><td>1199421</td><td>1120201</td></tr>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1133983</td><td>1054058</td></tr>\n\t<tr><td>1133276</td><td>1052535</td></tr>\n\t<tr><td>1133320</td><td>1051984</td></tr>\n\t<tr><td>1133781</td><td>1051185</td></tr>\n\t<tr><td>1133331</td><td>1050592</td></tr>\n\t<tr><td>1134291</td><td>1048682</td></tr>\n\t<tr><td>1133410</td><td>1047980</td></tr>\n\t<tr><td>1133300</td><td>1046830</td></tr>\n\t<tr><td>1132611</td><td>1046875</td></tr>\n\t<tr><td>1132456</td><td>1046318</td></tr>\n\t<tr><td>1131749</td><td>1045720</td></tr>\n\t<tr><td>1131654</td><td>1045107</td></tr>\n\t<tr><td>1130799</td><td>1044895</td></tr>\n\t<tr><td>1130028</td><td>1042431</td></tr>\n\t<tr><td>1130427</td><td>1041457</td></tr>\n\t<tr><td>1129248</td><td>1041700</td></tr>\n\t<tr><td>1128869</td><td>1041287</td></tr>\n\t<tr><td>1127662</td><td>1041155</td></tr>\n\t<tr><td>1127471</td><td>1040772</td></tr>\n\t<tr><td>1127546</td><td>1040064</td></tr>\n\t<tr><td>1127848</td><td>1039713</td></tr>\n\t<tr><td>1128407</td><td>1039354</td></tr>\n\t<tr><td>1129264</td><td>1039258</td></tr>\n\t<tr><td>1129180</td><td>1038394</td></tr>\n\t<tr><td>1129937</td><td>1037694</td></tr>\n\t<tr><td>1130074</td><td>1037265</td></tr>\n\t<tr><td>1129561</td><td>1036207</td></tr>\n\t<tr><td>1128994</td><td>1036107</td></tr>\n\t<tr><td>1128622</td><td>1035756</td></tr>\n\t<tr><td>1128490</td><td>1033556</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1101251</td><td>1025196</td></tr>\n\t<tr><td>1101172</td><td>1026066</td></tr>\n\t<tr><td>1102070</td><td>1026158</td></tr>\n\t<tr><td>1101520</td><td>1031820</td></tr>\n\t<tr><td>1102134</td><td>1031880</td></tr>\n\t<tr><td>1101637</td><td>1036479</td></tr>\n\t<tr><td>1104253</td><td>1036754</td></tr>\n\t<tr><td>1104006</td><td>1036785</td></tr>\n\t<tr><td>1104014</td><td>1037166</td></tr>\n\t<tr><td>1103746</td><td>1037402</td></tr>\n\t<tr><td>1103913</td><td>1038189</td></tr>\n\t<tr><td>1103402</td><td>1039069</td></tr>\n\t<tr><td>1103543</td><td>1039932</td></tr>\n\t<tr><td>1103304</td><td>1040336</td></tr>\n\t<tr><td>1103647</td><td>1040782</td></tr>\n\t<tr><td>1103021</td><td>1041494</td></tr>\n\t<tr><td>1102260</td><td>1041778</td></tr>\n\t<tr><td>1102371</td><td>1041948</td></tr>\n\t<tr><td>1102140</td><td>1042151</td></tr>\n\t<tr><td>1101784</td><td>1042168</td></tr>\n\t<tr><td>1101738</td><td>1043137</td></tr>\n\t<tr><td>1101317</td><td>1043147</td></tr>\n\t<tr><td>1100036</td><td>1044011</td></tr>\n\t<tr><td>1099940</td><td>1044583</td></tr>\n\t<tr><td>1098280</td><td>1044930</td></tr>\n\t<tr><td>1097902</td><td>1044652</td></tr>\n\t<tr><td>1096217</td><td>1045117</td></tr>\n\t<tr><td>1095671</td><td>1044978</td></tr>\n\t<tr><td>1095096</td><td>1049701</td></tr>\n\t<tr><td>1133983</td><td>1054058</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1333189</td><td>1097154</td></tr>\n\t<tr><td>1336515</td><td>1102339</td></tr>\n\t<tr><td>1336762</td><td>1102352</td></tr>\n\t<tr><td>1336895</td><td>1102762</td></tr>\n\t<tr><td>1337737</td><td>1102446</td></tr>\n\t<tr><td>1338302</td><td>1102774</td></tr>\n\t<tr><td>1338632</td><td>1102434</td></tr>\n\t<tr><td>1339115</td><td>1102500</td></tr>\n\t<tr><td>1339841</td><td>1101391</td></tr>\n\t<tr><td>1340689</td><td>1101264</td></tr>\n\t<tr><td>1341173</td><td>1100181</td></tr>\n\t<tr><td>1341781</td><td>1100100</td></tr>\n\t<tr><td>1342368</td><td>1099667</td></tr>\n\t<tr><td>1343240</td><td>1099862</td></tr>\n\t<tr><td>1343745</td><td>1099360</td></tr>\n\t<tr><td>1344085</td><td>1099460</td></tr>\n\t<tr><td>1344021</td><td>1099177</td></tr>\n\t<tr><td>1344455</td><td>1099093</td></tr>\n\t<tr><td>1344743</td><td>1098432</td></tr>\n\t<tr><td>1345001</td><td>1098535</td></tr>\n\t<tr><td>1344891</td><td>1098134</td></tr>\n\t<tr><td>1345412</td><td>1098167</td></tr>\n\t<tr><td>1346435</td><td>1097245</td></tr>\n\t<tr><td>1346626</td><td>1097468</td></tr>\n\t<tr><td>1346993</td><td>1096806</td></tr>\n\t<tr><td>1347262</td><td>1096777</td></tr>\n\t<tr><td>1346887</td><td>1096599</td></tr>\n\t<tr><td>1347532</td><td>1095858</td></tr>\n\t<tr><td>1347874</td><td>1095951</td></tr>\n\t<tr><td>1348150</td><td>1095394</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1348581</td><td>1069943</td></tr>\n\t<tr><td>1346740</td><td>1071366</td></tr>\n\t<tr><td>1343294</td><td>1072164</td></tr>\n\t<tr><td>1342815</td><td>1072941</td></tr>\n\t<tr><td>1341664</td><td>1073985</td></tr>\n\t<tr><td>1339716</td><td>1074923</td></tr>\n\t<tr><td>1338840</td><td>1076161</td></tr>\n\t<tr><td>1337163</td><td>1076731</td></tr>\n\t<tr><td>1335756</td><td>1077990</td></tr>\n\t<tr><td>1335461</td><td>1079355</td></tr>\n\t<tr><td>1335940</td><td>1080793</td></tr>\n\t<tr><td>1335733</td><td>1081577</td></tr>\n\t<tr><td>1336234</td><td>1082613</td></tr>\n\t<tr><td>1336574</td><td>1085063</td></tr>\n\t<tr><td>1336305</td><td>1086094</td></tr>\n\t<tr><td>1336500</td><td>1087135</td></tr>\n\t<tr><td>1335928</td><td>1088647</td></tr>\n\t<tr><td>1335456</td><td>1089128</td></tr>\n\t<tr><td>1333532</td><td>1089252</td></tr>\n\t<tr><td>1333144</td><td>1089557</td></tr>\n\t<tr><td>1331366</td><td>1088980</td></tr>\n\t<tr><td>1331176</td><td>1089324</td></tr>\n\t<tr><td>1330840</td><td>1089304</td></tr>\n\t<tr><td>1330274</td><td>1089758</td></tr>\n\t<tr><td>1330106</td><td>1090509</td></tr>\n\t<tr><td>1329723</td><td>1090951</td></tr>\n\t<tr><td>1328248</td><td>1091754</td></tr>\n\t<tr><td>1327917</td><td>1092634</td></tr>\n\t<tr><td>1328907</td><td>1092932</td></tr>\n\t<tr><td>1333189</td><td>1097154</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1220666</td><td>1299148</td></tr>\n\t<tr><td>1221242</td><td>1298863</td></tr>\n\t<tr><td>1221480</td><td>1297922</td></tr>\n\t<tr><td>1222027</td><td>1298188</td></tr>\n\t<tr><td>1222117</td><td>1298804</td></tr>\n\t<tr><td>1222407</td><td>1299010</td></tr>\n\t<tr><td>1223974</td><td>1299268</td></tr>\n\t<tr><td>1224710</td><td>1299161</td></tr>\n\t<tr><td>1226117</td><td>1298142</td></tr>\n\t<tr><td>1227198</td><td>1297913</td></tr>\n\t<tr><td>1227635</td><td>1297277</td></tr>\n\t<tr><td>1228530</td><td>1297011</td></tr>\n\t<tr><td>1229635</td><td>1295815</td></tr>\n\t<tr><td>1230713</td><td>1295644</td></tr>\n\t<tr><td>1232157</td><td>1296168</td></tr>\n\t<tr><td>1233517</td><td>1295595</td></tr>\n\t<tr><td>1235767</td><td>1292845</td></tr>\n\t<tr><td>1239650</td><td>1290228</td></tr>\n\t<tr><td>1241080</td><td>1289697</td></tr>\n\t<tr><td>1242259</td><td>1288819</td></tr>\n\t<tr><td>1242871</td><td>1288671</td></tr>\n\t<tr><td>1244564</td><td>1289109</td></tr>\n\t<tr><td>1246987</td><td>1287834</td></tr>\n\t<tr><td>1247828</td><td>1287134</td></tr>\n\t<tr><td>1250239</td><td>1286408</td></tr>\n\t<tr><td>1252510</td><td>1285127</td></tr>\n\t<tr><td>1253764</td><td>1283892</td></tr>\n\t<tr><td>1255028</td><td>1283301</td></tr>\n\t<tr><td>1255478</td><td>1281435</td></tr>\n\t<tr><td>1256670</td><td>1281217</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1246949</td><td>1266975</td></tr>\n\t<tr><td>1247042</td><td>1265658</td></tr>\n\t<tr><td>1246316</td><td>1265876</td></tr>\n\t<tr><td>1246030</td><td>1265069</td></tr>\n\t<tr><td>1245179</td><td>1265464</td></tr>\n\t<tr><td>1245002</td><td>1265045</td></tr>\n\t<tr><td>1244645</td><td>1265132</td></tr>\n\t<tr><td>1244412</td><td>1264767</td></tr>\n\t<tr><td>1243716</td><td>1264737</td></tr>\n\t<tr><td>1243800</td><td>1264229</td></tr>\n\t<tr><td>1243281</td><td>1263807</td></tr>\n\t<tr><td>1243154</td><td>1263115</td></tr>\n\t<tr><td>1242690</td><td>1263395</td></tr>\n\t<tr><td>1242286</td><td>1263107</td></tr>\n\t<tr><td>1241423</td><td>1263691</td></tr>\n\t<tr><td>1241266</td><td>1263133</td></tr>\n\t<tr><td>1230444</td><td>1278021</td></tr>\n\t<tr><td>1227690</td><td>1282588</td></tr>\n\t<tr><td>1227811</td><td>1283088</td></tr>\n\t<tr><td>1228600</td><td>1283880</td></tr>\n\t<tr><td>1228445</td><td>1284647</td></tr>\n\t<tr><td>1228936</td><td>1285032</td></tr>\n\t<tr><td>1228953</td><td>1285505</td></tr>\n\t<tr><td>1229288</td><td>1285873</td></tr>\n\t<tr><td>1229285</td><td>1286925</td></tr>\n\t<tr><td>1228843</td><td>1287185</td></tr>\n\t<tr><td>1228644</td><td>1287868</td></tr>\n\t<tr><td>1228448</td><td>1287814</td></tr>\n\t<tr><td>1226299</td><td>1285878</td></tr>\n\t<tr><td>1220666</td><td>1299148</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1318149</td><td>1065771</td></tr>\n\t<tr><td>1317916</td><td>1065836</td></tr>\n\t<tr><td>1317679</td><td>1065532</td></tr>\n\t<tr><td>1317023</td><td>1065806</td></tr>\n\t<tr><td>1316846</td><td>1067243</td></tr>\n\t<tr><td>1317596</td><td>1067445</td></tr>\n\t<tr><td>1318071</td><td>1067962</td></tr>\n\t<tr><td>1319097</td><td>1068252</td></tr>\n\t<tr><td>1319216</td><td>1070029</td></tr>\n\t<tr><td>1319623</td><td>1071239</td></tr>\n\t<tr><td>1319976</td><td>1071812</td></tr>\n\t<tr><td>1320589</td><td>1072123</td></tr>\n\t<tr><td>1320927</td><td>1072909</td></tr>\n\t<tr><td>1321424</td><td>1073143</td></tr>\n\t<tr><td>1321653</td><td>1074506</td></tr>\n\t<tr><td>1321375</td><td>1075118</td></tr>\n\t<tr><td>1321426</td><td>1076031</td></tr>\n\t<tr><td>1321828</td><td>1077312</td></tr>\n\t<tr><td>1322717</td><td>1077630</td></tr>\n\t<tr><td>1323548</td><td>1078482</td></tr>\n\t<tr><td>1323211</td><td>1079351</td></tr>\n\t<tr><td>1324090</td><td>1080937</td></tr>\n\t<tr><td>1324039</td><td>1081961</td></tr>\n\t<tr><td>1323683</td><td>1083700</td></tr>\n\t<tr><td>1322938</td><td>1084495</td></tr>\n\t<tr><td>1323934</td><td>1086184</td></tr>\n\t<tr><td>1323876</td><td>1086813</td></tr>\n\t<tr><td>1325023</td><td>1087509</td></tr>\n\t<tr><td>1325548</td><td>1089289</td></tr>\n\t<tr><td>1326297</td><td>1089956</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1334982</td><td>1052999</td></tr>\n\t<tr><td>1333975</td><td>1052654</td></tr>\n\t<tr><td>1333209</td><td>1053170</td></tr>\n\t<tr><td>1333454</td><td>1053634</td></tr>\n\t<tr><td>1333318</td><td>1053907</td></tr>\n\t<tr><td>1332788</td><td>1053749</td></tr>\n\t<tr><td>1332133</td><td>1054237</td></tr>\n\t<tr><td>1331088</td><td>1054140</td></tr>\n\t<tr><td>1330985</td><td>1054522</td></tr>\n\t<tr><td>1331262</td><td>1055207</td></tr>\n\t<tr><td>1330593</td><td>1055422</td></tr>\n\t<tr><td>1330131</td><td>1055967</td></tr>\n\t<tr><td>1329284</td><td>1056370</td></tr>\n\t<tr><td>1328406</td><td>1057697</td></tr>\n\t<tr><td>1328071</td><td>1058660</td></tr>\n\t<tr><td>1327213</td><td>1058712</td></tr>\n\t<tr><td>1325003</td><td>1059654</td></tr>\n\t<tr><td>1324138</td><td>1061157</td></tr>\n\t<tr><td>1324397</td><td>1062128</td></tr>\n\t<tr><td>1324048</td><td>1062720</td></tr>\n\t<tr><td>1322997</td><td>1063183</td></tr>\n\t<tr><td>1323057</td><td>1062392</td></tr>\n\t<tr><td>1322741</td><td>1062277</td></tr>\n\t<tr><td>1322126</td><td>1063267</td></tr>\n\t<tr><td>1321002</td><td>1062874</td></tr>\n\t<tr><td>1320888</td><td>1063701</td></tr>\n\t<tr><td>1320052</td><td>1064128</td></tr>\n\t<tr><td>1319767</td><td>1065854</td></tr>\n\t<tr><td>1319409</td><td>1066015</td></tr>\n\t<tr><td>1318149</td><td>1065771</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1188569 </td><td>962433.4</td></tr>\n\t<tr><td>1205677 </td><td>964202.3</td></tr>\n\t<tr><td>1214880 </td><td>965222.5</td></tr>\n\t<tr><td>1216488 </td><td>965472.3</td></tr>\n\t<tr><td>1217729 </td><td>957162.4</td></tr>\n\t<tr><td>1230657 </td><td>958606.7</td></tr>\n\t<tr><td>1230857 </td><td>957480.3</td></tr>\n\t<tr><td>1231517 </td><td>957012.8</td></tr>\n\t<tr><td>1231196 </td><td>956426.5</td></tr>\n\t<tr><td>1232074 </td><td>955968.4</td></tr>\n\t<tr><td>1231656 </td><td>955787.5</td></tr>\n\t<tr><td>1231734 </td><td>955237.8</td></tr>\n\t<tr><td>1232564 </td><td>955248.6</td></tr>\n\t<tr><td>1232484 </td><td>954697.8</td></tr>\n\t<tr><td>1232849 </td><td>954529.2</td></tr>\n\t<tr><td>1232727 </td><td>954281.2</td></tr>\n\t<tr><td>1232984 </td><td>954311.2</td></tr>\n\t<tr><td>1233214 </td><td>953954.6</td></tr>\n\t<tr><td>1233426 </td><td>954145.5</td></tr>\n\t<tr><td>1233322 </td><td>953262.3</td></tr>\n\t<tr><td>1233567 </td><td>952660.9</td></tr>\n\t<tr><td>1233265 </td><td>952256.8</td></tr>\n\t<tr><td>1233473 </td><td>952175.0</td></tr>\n\t<tr><td>1233447 </td><td>951734.3</td></tr>\n\t<tr><td>1233726 </td><td>951615.7</td></tr>\n\t<tr><td>1233518 </td><td>950707.3</td></tr>\n\t<tr><td>1233744 </td><td>950630.2</td></tr>\n\t<tr><td>1233481 </td><td>949640.3</td></tr>\n\t<tr><td>1233787 </td><td>949080.7</td></tr>\n\t<tr><td>1233748 </td><td>948337.8</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1193502 </td><td>951779.5</td></tr>\n\t<tr><td>1193806 </td><td>952223.5</td></tr>\n\t<tr><td>1193275 </td><td>952694.9</td></tr>\n\t<tr><td>1193592 </td><td>952755.0</td></tr>\n\t<tr><td>1194142 </td><td>953858.5</td></tr>\n\t<tr><td>1193886 </td><td>953878.4</td></tr>\n\t<tr><td>1193919 </td><td>954381.3</td></tr>\n\t<tr><td>1193613 </td><td>954402.2</td></tr>\n\t<tr><td>1193736 </td><td>954583.1</td></tr>\n\t<tr><td>1193352 </td><td>954439.2</td></tr>\n\t<tr><td>1193455 </td><td>955144.2</td></tr>\n\t<tr><td>1192545 </td><td>956315.6</td></tr>\n\t<tr><td>1192156 </td><td>957972.7</td></tr>\n\t<tr><td>1191945 </td><td>957890.5</td></tr>\n\t<tr><td>1191826 </td><td>958193.2</td></tr>\n\t<tr><td>1191742 </td><td>958020.3</td></tr>\n\t<tr><td>1191432 </td><td>958115.5</td></tr>\n\t<tr><td>1191269 </td><td>958486.8</td></tr>\n\t<tr><td>1190953 </td><td>958529.4</td></tr>\n\t<tr><td>1191010 </td><td>959009.8</td></tr>\n\t<tr><td>1190075 </td><td>959729.7</td></tr>\n\t<tr><td>1189955 </td><td>960286.5</td></tr>\n\t<tr><td>1189465 </td><td>960843.3</td></tr>\n\t<tr><td>1189683 </td><td>960887.7</td></tr>\n\t<tr><td>1189648 </td><td>961153.1</td></tr>\n\t<tr><td>1189076 </td><td>961634.4</td></tr>\n\t<tr><td>1189026 </td><td>961933.5</td></tr>\n\t<tr><td>1189351 </td><td>962231.3</td></tr>\n\t<tr><td>1188844 </td><td>962115.0</td></tr>\n\t<tr><td>1188569 </td><td>962433.4</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1074049</td><td>1354514</td></tr>\n\t<tr><td>1074331</td><td>1354490</td></tr>\n\t<tr><td>1074532</td><td>1354851</td></tr>\n\t<tr><td>1074932</td><td>1354286</td></tr>\n\t<tr><td>1075141</td><td>1354439</td></tr>\n\t<tr><td>1075747</td><td>1355113</td></tr>\n\t<tr><td>1075768</td><td>1356117</td></tr>\n\t<tr><td>1076776</td><td>1356614</td></tr>\n\t<tr><td>1077604</td><td>1356031</td></tr>\n\t<tr><td>1080245</td><td>1355568</td></tr>\n\t<tr><td>1080972</td><td>1355934</td></tr>\n\t<tr><td>1080983</td><td>1356289</td></tr>\n\t<tr><td>1081731</td><td>1356414</td></tr>\n\t<tr><td>1082252</td><td>1355796</td></tr>\n\t<tr><td>1082169</td><td>1355444</td></tr>\n\t<tr><td>1082613</td><td>1355617</td></tr>\n\t<tr><td>1083239</td><td>1355070</td></tr>\n\t<tr><td>1083827</td><td>1355144</td></tr>\n\t<tr><td>1084022</td><td>1354874</td></tr>\n\t<tr><td>1085066</td><td>1355124</td></tr>\n\t<tr><td>1084743</td><td>1356190</td></tr>\n\t<tr><td>1085463</td><td>1356375</td></tr>\n\t<tr><td>1085779</td><td>1358477</td></tr>\n\t<tr><td>1086285</td><td>1358472</td></tr>\n\t<tr><td>1086418</td><td>1358789</td></tr>\n\t<tr><td>1087118</td><td>1358927</td></tr>\n\t<tr><td>1087740</td><td>1359489</td></tr>\n\t<tr><td>1088348</td><td>1359661</td></tr>\n\t<tr><td>1088175</td><td>1360304</td></tr>\n\t<tr><td>1088477</td><td>1361459</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1103033</td><td>1346112</td></tr>\n\t<tr><td>1104002</td><td>1346246</td></tr>\n\t<tr><td>1104111</td><td>1345203</td></tr>\n\t<tr><td>1105114</td><td>1345321</td></tr>\n\t<tr><td>1105225</td><td>1344321</td></tr>\n\t<tr><td>1104221</td><td>1344203</td></tr>\n\t<tr><td>1104431</td><td>1342212</td></tr>\n\t<tr><td>1104560</td><td>1341273</td></tr>\n\t<tr><td>1100959</td><td>1337627</td></tr>\n\t<tr><td>1101083</td><td>1336645</td></tr>\n\t<tr><td>1099067</td><td>1336372</td></tr>\n\t<tr><td>1098943</td><td>1337415</td></tr>\n\t<tr><td>1096948</td><td>1337178</td></tr>\n\t<tr><td>1097072</td><td>1336200</td></tr>\n\t<tr><td>1098094</td><td>1336282</td></tr>\n\t<tr><td>1098219</td><td>1335286</td></tr>\n\t<tr><td>1097256</td><td>1335171</td></tr>\n\t<tr><td>1093809</td><td>1332209</td></tr>\n\t<tr><td>1094078</td><td>1331566</td></tr>\n\t<tr><td>1093681</td><td>1331056</td></tr>\n\t<tr><td>1093350</td><td>1331010</td></tr>\n\t<tr><td>1082510</td><td>1334292</td></tr>\n\t<tr><td>1081340</td><td>1334833</td></tr>\n\t<tr><td>1082015</td><td>1334872</td></tr>\n\t<tr><td>1081978</td><td>1335308</td></tr>\n\t<tr><td>1080546</td><td>1335443</td></tr>\n\t<tr><td>1072304</td><td>1342137</td></tr>\n\t<tr><td>1071728</td><td>1348641</td></tr>\n\t<tr><td>1071887</td><td>1349034</td></tr>\n\t<tr><td>1074049</td><td>1354514</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1241266</td><td>1263133</td></tr>\n\t<tr><td>1241423</td><td>1263691</td></tr>\n\t<tr><td>1242286</td><td>1263107</td></tr>\n\t<tr><td>1242690</td><td>1263395</td></tr>\n\t<tr><td>1243154</td><td>1263115</td></tr>\n\t<tr><td>1243281</td><td>1263807</td></tr>\n\t<tr><td>1243800</td><td>1264229</td></tr>\n\t<tr><td>1243716</td><td>1264737</td></tr>\n\t<tr><td>1244412</td><td>1264767</td></tr>\n\t<tr><td>1244645</td><td>1265132</td></tr>\n\t<tr><td>1245002</td><td>1265045</td></tr>\n\t<tr><td>1245179</td><td>1265464</td></tr>\n\t<tr><td>1246030</td><td>1265069</td></tr>\n\t<tr><td>1246118</td><td>1264704</td></tr>\n\t<tr><td>1244736</td><td>1263496</td></tr>\n\t<tr><td>1244762</td><td>1262634</td></tr>\n\t<tr><td>1245276</td><td>1262433</td></tr>\n\t<tr><td>1246050</td><td>1261527</td></tr>\n\t<tr><td>1246042</td><td>1260259</td></tr>\n\t<tr><td>1247351</td><td>1259341</td></tr>\n\t<tr><td>1248025</td><td>1259386</td></tr>\n\t<tr><td>1248107</td><td>1258277</td></tr>\n\t<tr><td>1247361</td><td>1256719</td></tr>\n\t<tr><td>1246581</td><td>1255813</td></tr>\n\t<tr><td>1246464</td><td>1253791</td></tr>\n\t<tr><td>1251621</td><td>1252262</td></tr>\n\t<tr><td>1250257</td><td>1250547</td></tr>\n\t<tr><td>1250892</td><td>1248785</td></tr>\n\t<tr><td>1250942</td><td>1247937</td></tr>\n\t<tr><td>1252607</td><td>1246587</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1230293</td><td>1261006</td></tr>\n\t<tr><td>1230739</td><td>1261431</td></tr>\n\t<tr><td>1231191</td><td>1261392</td></tr>\n\t<tr><td>1231274</td><td>1262008</td></tr>\n\t<tr><td>1231588</td><td>1261296</td></tr>\n\t<tr><td>1232167</td><td>1261084</td></tr>\n\t<tr><td>1232444</td><td>1261653</td></tr>\n\t<tr><td>1231687</td><td>1261824</td></tr>\n\t<tr><td>1231707</td><td>1263173</td></tr>\n\t<tr><td>1232819</td><td>1261836</td></tr>\n\t<tr><td>1233081</td><td>1262361</td></tr>\n\t<tr><td>1232963</td><td>1262668</td></tr>\n\t<tr><td>1233662</td><td>1262611</td></tr>\n\t<tr><td>1234338</td><td>1261505</td></tr>\n\t<tr><td>1234273</td><td>1262490</td></tr>\n\t<tr><td>1235442</td><td>1262196</td></tr>\n\t<tr><td>1235875</td><td>1262574</td></tr>\n\t<tr><td>1235893</td><td>1263482</td></tr>\n\t<tr><td>1237266</td><td>1263169</td></tr>\n\t<tr><td>1237543</td><td>1263441</td></tr>\n\t<tr><td>1237500</td><td>1264140</td></tr>\n\t<tr><td>1238021</td><td>1264885</td></tr>\n\t<tr><td>1238416</td><td>1265034</td></tr>\n\t<tr><td>1238633</td><td>1264968</td></tr>\n\t<tr><td>1238532</td><td>1264354</td></tr>\n\t<tr><td>1238730</td><td>1264101</td></tr>\n\t<tr><td>1239176</td><td>1264521</td></tr>\n\t<tr><td>1240480</td><td>1263923</td></tr>\n\t<tr><td>1240576</td><td>1263364</td></tr>\n\t<tr><td>1241266</td><td>1263133</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1394263</td><td>1052319</td></tr>\n\t<tr><td>1393253</td><td>1052161</td></tr>\n\t<tr><td>1392470</td><td>1051008</td></tr>\n\t<tr><td>1388469</td><td>1049453</td></tr>\n\t<tr><td>1388156</td><td>1048374</td></tr>\n\t<tr><td>1388823</td><td>1047190</td></tr>\n\t<tr><td>1391304</td><td>1047836</td></tr>\n\t<tr><td>1393173</td><td>1047923</td></tr>\n\t<tr><td>1393851</td><td>1048905</td></tr>\n\t<tr><td>1394620</td><td>1049026</td></tr>\n\t<tr><td>1396364</td><td>1047960</td></tr>\n\t<tr><td>1396685</td><td>1047032</td></tr>\n\t<tr><td>1396216</td><td>1046391</td></tr>\n\t<tr><td>1394836</td><td>1041795</td></tr>\n\t<tr><td>1391636</td><td>1035369</td></tr>\n\t<tr><td>1390680</td><td>1031666</td></tr>\n\t<tr><td>1390456</td><td>1027607</td></tr>\n\t<tr><td>1390630</td><td>1024173</td></tr>\n\t<tr><td>1391363</td><td>1021191</td></tr>\n\t<tr><td>1391100</td><td>1021150</td></tr>\n\t<tr><td>1389484</td><td>1020605</td></tr>\n\t<tr><td>1388743</td><td>1020861</td></tr>\n\t<tr><td>1387251</td><td>1022182</td></tr>\n\t<tr><td>1385770</td><td>1021704</td></tr>\n\t<tr><td>1385129</td><td>1022308</td></tr>\n\t<tr><td>1383264</td><td>1022142</td></tr>\n\t<tr><td>1382003</td><td>1022476</td></tr>\n\t<tr><td>1380344</td><td>1021661</td></tr>\n\t<tr><td>1379800</td><td>1020586</td></tr>\n\t<tr><td>1379537</td><td>1019370</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1374764</td><td>1058250</td></tr>\n\t<tr><td>1374792</td><td>1058548</td></tr>\n\t<tr><td>1375146</td><td>1058375</td></tr>\n\t<tr><td>1375405</td><td>1058872</td></tr>\n\t<tr><td>1375723</td><td>1058844</td></tr>\n\t<tr><td>1375565</td><td>1059375</td></tr>\n\t<tr><td>1376119</td><td>1058924</td></tr>\n\t<tr><td>1375888</td><td>1058686</td></tr>\n\t<tr><td>1376016</td><td>1058551</td></tr>\n\t<tr><td>1376295</td><td>1058717</td></tr>\n\t<tr><td>1376260</td><td>1059109</td></tr>\n\t<tr><td>1376753</td><td>1058868</td></tr>\n\t<tr><td>1376834</td><td>1059485</td></tr>\n\t<tr><td>1377278</td><td>1059346</td></tr>\n\t<tr><td>1377645</td><td>1059648</td></tr>\n\t<tr><td>1378738</td><td>1059474</td></tr>\n\t<tr><td>1379407</td><td>1059071</td></tr>\n\t<tr><td>1381061</td><td>1060764</td></tr>\n\t<tr><td>1383076</td><td>1059893</td></tr>\n\t<tr><td>1385012</td><td>1060545</td></tr>\n\t<tr><td>1386467</td><td>1060513</td></tr>\n\t<tr><td>1387497</td><td>1059901</td></tr>\n\t<tr><td>1388942</td><td>1059692</td></tr>\n\t<tr><td>1390640</td><td>1058865</td></tr>\n\t<tr><td>1391227</td><td>1057751</td></tr>\n\t<tr><td>1392933</td><td>1057049</td></tr>\n\t<tr><td>1393721</td><td>1056362</td></tr>\n\t<tr><td>1394103</td><td>1055633</td></tr>\n\t<tr><td>1394208</td><td>1052719</td></tr>\n\t<tr><td>1394263</td><td>1052319</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1113237</td><td>1120019</td></tr>\n\t<tr><td>1113319</td><td>1119049</td></tr>\n\t<tr><td>1115117</td><td>1119296</td></tr>\n\t<tr><td>1115361</td><td>1117525</td></tr>\n\t<tr><td>1116923</td><td>1117689</td></tr>\n\t<tr><td>1116663</td><td>1118432</td></tr>\n\t<tr><td>1116343</td><td>1118570</td></tr>\n\t<tr><td>1116715</td><td>1118703</td></tr>\n\t<tr><td>1119568</td><td>1119030</td></tr>\n\t<tr><td>1119465</td><td>1119944</td></tr>\n\t<tr><td>1120956</td><td>1120124</td></tr>\n\t<tr><td>1121082</td><td>1119204</td></tr>\n\t<tr><td>1124667</td><td>1119649</td></tr>\n\t<tr><td>1124608</td><td>1120296</td></tr>\n\t<tr><td>1125442</td><td>1120368</td></tr>\n\t<tr><td>1125094</td><td>1117223</td></tr>\n\t<tr><td>1125861</td><td>1117266</td></tr>\n\t<tr><td>1125678</td><td>1118835</td></tr>\n\t<tr><td>1127565</td><td>1119028</td></tr>\n\t<tr><td>1129990</td><td>1118478</td></tr>\n\t<tr><td>1130644</td><td>1117386</td></tr>\n\t<tr><td>1132355</td><td>1117146</td></tr>\n\t<tr><td>1133157</td><td>1116481</td></tr>\n\t<tr><td>1133611</td><td>1113292</td></tr>\n\t<tr><td>1134496</td><td>1113396</td></tr>\n\t<tr><td>1135271</td><td>1107111</td></tr>\n\t<tr><td>1133458</td><td>1106900</td></tr>\n\t<tr><td>1133803</td><td>1104177</td></tr>\n\t<tr><td>1134709</td><td>1104289</td></tr>\n\t<tr><td>1135517</td><td>1096869</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1121490</td><td>1085016</td></tr>\n\t<tr><td>1120991</td><td>1083278</td></tr>\n\t<tr><td>1120223</td><td>1082776</td></tr>\n\t<tr><td>1120112</td><td>1082302</td></tr>\n\t<tr><td>1120650</td><td>1081786</td></tr>\n\t<tr><td>1120513</td><td>1081502</td></tr>\n\t<tr><td>1119283</td><td>1081834</td></tr>\n\t<tr><td>1118873</td><td>1082567</td></tr>\n\t<tr><td>1118329</td><td>1082795</td></tr>\n\t<tr><td>1116054</td><td>1082385</td></tr>\n\t<tr><td>1114538</td><td>1083092</td></tr>\n\t<tr><td>1110997</td><td>1082385</td></tr>\n\t<tr><td>1110359</td><td>1081860</td></tr>\n\t<tr><td>1109831</td><td>1086546</td></tr>\n\t<tr><td>1105382</td><td>1086183</td></tr>\n\t<tr><td>1101781</td><td>1085896</td></tr>\n\t<tr><td>1100986</td><td>1092976</td></tr>\n\t<tr><td>1097560</td><td>1092674</td></tr>\n\t<tr><td>1096637</td><td>1101085</td></tr>\n\t<tr><td>1096336</td><td>1103733</td></tr>\n\t<tr><td>1096855</td><td>1104354</td></tr>\n\t<tr><td>1097618</td><td>1104259</td></tr>\n\t<tr><td>1097883</td><td>1104532</td></tr>\n\t<tr><td>1101506</td><td>1104927</td></tr>\n\t<tr><td>1107067</td><td>1117443</td></tr>\n\t<tr><td>1108087</td><td>1117538</td></tr>\n\t<tr><td>1107979</td><td>1118468</td></tr>\n\t<tr><td>1111585</td><td>1118928</td></tr>\n\t<tr><td>1111492</td><td>1119779</td></tr>\n\t<tr><td>1113237</td><td>1120019</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1173889</td><td>1325274</td></tr>\n\t<tr><td>1173840</td><td>1323963</td></tr>\n\t<tr><td>1177797</td><td>1320524</td></tr>\n\t<tr><td>1177804</td><td>1319709</td></tr>\n\t<tr><td>1177419</td><td>1318697</td></tr>\n\t<tr><td>1176572</td><td>1317656</td></tr>\n\t<tr><td>1177047</td><td>1316272</td></tr>\n\t<tr><td>1176347</td><td>1314223</td></tr>\n\t<tr><td>1176438</td><td>1313719</td></tr>\n\t<tr><td>1177101</td><td>1313156</td></tr>\n\t<tr><td>1179044</td><td>1312398</td></tr>\n\t<tr><td>1179820</td><td>1312666</td></tr>\n\t<tr><td>1180517</td><td>1311969</td></tr>\n\t<tr><td>1180359</td><td>1311729</td></tr>\n\t<tr><td>1180535</td><td>1311274</td></tr>\n\t<tr><td>1181922</td><td>1310106</td></tr>\n\t<tr><td>1181787</td><td>1309744</td></tr>\n\t<tr><td>1182094</td><td>1309175</td></tr>\n\t<tr><td>1183708</td><td>1308518</td></tr>\n\t<tr><td>1183938</td><td>1307477</td></tr>\n\t<tr><td>1183531</td><td>1306783</td></tr>\n\t<tr><td>1185921</td><td>1304775</td></tr>\n\t<tr><td>1186599</td><td>1305018</td></tr>\n\t<tr><td>1187101</td><td>1304070</td></tr>\n\t<tr><td>1188205</td><td>1303553</td></tr>\n\t<tr><td>1188293</td><td>1302787</td></tr>\n\t<tr><td>1188650</td><td>1302207</td></tr>\n\t<tr><td>1189287</td><td>1301832</td></tr>\n\t<tr><td>1189563</td><td>1302027</td></tr>\n\t<tr><td>1189781</td><td>1301470</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1149825</td><td>1314178</td></tr>\n\t<tr><td>1151390</td><td>1314582</td></tr>\n\t<tr><td>1152054</td><td>1315345</td></tr>\n\t<tr><td>1152410</td><td>1316653</td></tr>\n\t<tr><td>1152691</td><td>1316800</td></tr>\n\t<tr><td>1153129</td><td>1317109</td></tr>\n\t<tr><td>1153507</td><td>1318296</td></tr>\n\t<tr><td>1154179</td><td>1318606</td></tr>\n\t<tr><td>1154744</td><td>1319872</td></tr>\n\t<tr><td>1155146</td><td>1319947</td></tr>\n\t<tr><td>1155980</td><td>1320688</td></tr>\n\t<tr><td>1155947</td><td>1321213</td></tr>\n\t<tr><td>1156413</td><td>1321229</td></tr>\n\t<tr><td>1157129</td><td>1321914</td></tr>\n\t<tr><td>1157760</td><td>1321837</td></tr>\n\t<tr><td>1158444</td><td>1320893</td></tr>\n\t<tr><td>1159329</td><td>1321138</td></tr>\n\t<tr><td>1159729</td><td>1320540</td></tr>\n\t<tr><td>1161539</td><td>1320599</td></tr>\n\t<tr><td>1161863</td><td>1320233</td></tr>\n\t<tr><td>1162269</td><td>1320429</td></tr>\n\t<tr><td>1163081</td><td>1320216</td></tr>\n\t<tr><td>1162904</td><td>1320719</td></tr>\n\t<tr><td>1163059</td><td>1320903</td></tr>\n\t<tr><td>1164264</td><td>1320584</td></tr>\n\t<tr><td>1164954</td><td>1320977</td></tr>\n\t<tr><td>1165184</td><td>1320647</td></tr>\n\t<tr><td>1166131</td><td>1321338</td></tr>\n\t<tr><td>1168990</td><td>1320662</td></tr>\n\t<tr><td>1173889</td><td>1325274</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1076440</td><td>1119948</td></tr>\n\t<tr><td>1076774</td><td>1117758</td></tr>\n\t<tr><td>1075883</td><td>1117666</td></tr>\n\t<tr><td>1075999</td><td>1116777</td></tr>\n\t<tr><td>1076920</td><td>1116870</td></tr>\n\t<tr><td>1077150</td><td>1115145</td></tr>\n\t<tr><td>1078029</td><td>1115267</td></tr>\n\t<tr><td>1078367</td><td>1112449</td></tr>\n\t<tr><td>1079266</td><td>1112559</td></tr>\n\t<tr><td>1079329</td><td>1111657</td></tr>\n\t<tr><td>1080869</td><td>1111860</td></tr>\n\t<tr><td>1081355</td><td>1107316</td></tr>\n\t<tr><td>1081838</td><td>1107333</td></tr>\n\t<tr><td>1082189</td><td>1106430</td></tr>\n\t<tr><td>1083004</td><td>1106513</td></tr>\n\t<tr><td>1083274</td><td>1104153</td></tr>\n\t<tr><td>1085082</td><td>1091276</td></tr>\n\t<tr><td>1082905</td><td>1091020</td></tr>\n\t<tr><td>1083017</td><td>1090128</td></tr>\n\t<tr><td>1083313</td><td>1090162</td></tr>\n\t<tr><td>1084064</td><td>1083786</td></tr>\n\t<tr><td>1082291</td><td>1083603</td></tr>\n\t<tr><td>1082756</td><td>1079423</td></tr>\n\t<tr><td>1083708</td><td>1079247</td></tr>\n\t<tr><td>1083903</td><td>1077310</td></tr>\n\t<tr><td>1083019</td><td>1077190</td></tr>\n\t<tr><td>1083109</td><td>1076303</td></tr>\n\t<tr><td>1083452</td><td>1072730</td></tr>\n\t<tr><td>1074508</td><td>1071696</td></tr>\n\t<tr><td>1074257</td><td>1073530</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1061811</td><td>1081211</td></tr>\n\t<tr><td>1060919</td><td>1081093</td></tr>\n\t<tr><td>1057588</td><td>1110124</td></tr>\n\t<tr><td>1059361</td><td>1110325</td></tr>\n\t<tr><td>1058913</td><td>1114766</td></tr>\n\t<tr><td>1060539</td><td>1114376</td></tr>\n\t<tr><td>1061367</td><td>1115058</td></tr>\n\t<tr><td>1061895</td><td>1115157</td></tr>\n\t<tr><td>1062730</td><td>1114073</td></tr>\n\t<tr><td>1063827</td><td>1113987</td></tr>\n\t<tr><td>1064919</td><td>1114437</td></tr>\n\t<tr><td>1065199</td><td>1114776</td></tr>\n\t<tr><td>1066045</td><td>1114862</td></tr>\n\t<tr><td>1065966</td><td>1115636</td></tr>\n\t<tr><td>1065479</td><td>1115678</td></tr>\n\t<tr><td>1065459</td><td>1116139</td></tr>\n\t<tr><td>1065721</td><td>1116682</td></tr>\n\t<tr><td>1066471</td><td>1117236</td></tr>\n\t<tr><td>1066736</td><td>1117330</td></tr>\n\t<tr><td>1066818</td><td>1116603</td></tr>\n\t<tr><td>1067630</td><td>1116685</td></tr>\n\t<tr><td>1067545</td><td>1117498</td></tr>\n\t<tr><td>1068044</td><td>1117568</td></tr>\n\t<tr><td>1068435</td><td>1117597</td></tr>\n\t<tr><td>1068519</td><td>1116805</td></tr>\n\t<tr><td>1071108</td><td>1117022</td></tr>\n\t<tr><td>1071036</td><td>1117732</td></tr>\n\t<tr><td>1072228</td><td>1117888</td></tr>\n\t<tr><td>1072019</td><td>1119395</td></tr>\n\t<tr><td>1076440</td><td>1119948</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1029476</td><td>1185014</td></tr>\n\t<tr><td>1030403</td><td>1185109</td></tr>\n\t<tr><td>1029973</td><td>1188716</td></tr>\n\t<tr><td>1042605</td><td>1190144</td></tr>\n\t<tr><td>1042508</td><td>1191057</td></tr>\n\t<tr><td>1044175</td><td>1191291</td></tr>\n\t<tr><td>1044301</td><td>1190355</td></tr>\n\t<tr><td>1046329</td><td>1190563</td></tr>\n\t<tr><td>1046289</td><td>1190982</td></tr>\n\t<tr><td>1046753</td><td>1191029</td></tr>\n\t<tr><td>1046718</td><td>1191394</td></tr>\n\t<tr><td>1048368</td><td>1191566</td></tr>\n\t<tr><td>1048457</td><td>1190794</td></tr>\n\t<tr><td>1062206</td><td>1192278</td></tr>\n\t<tr><td>1062402</td><td>1192014</td></tr>\n\t<tr><td>1062275</td><td>1191633</td></tr>\n\t<tr><td>1062955</td><td>1190900</td></tr>\n\t<tr><td>1062825</td><td>1190161</td></tr>\n\t<tr><td>1063608</td><td>1189806</td></tr>\n\t<tr><td>1063123</td><td>1189129</td></tr>\n\t<tr><td>1063206</td><td>1188158</td></tr>\n\t<tr><td>1062340</td><td>1187148</td></tr>\n\t<tr><td>1062618</td><td>1186412</td></tr>\n\t<tr><td>1062301</td><td>1185687</td></tr>\n\t<tr><td>1062652</td><td>1184913</td></tr>\n\t<tr><td>1062012</td><td>1184070</td></tr>\n\t<tr><td>1062074</td><td>1183537</td></tr>\n\t<tr><td>1061849</td><td>1183353</td></tr>\n\t<tr><td>1062632</td><td>1182209</td></tr>\n\t<tr><td>1062648</td><td>1181642</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1063728</td><td>1164885</td></tr>\n\t<tr><td>1063289</td><td>1164254</td></tr>\n\t<tr><td>1062841</td><td>1164093</td></tr>\n\t<tr><td>1062737</td><td>1163312</td></tr>\n\t<tr><td>1062938</td><td>1163111</td></tr>\n\t<tr><td>1063697</td><td>1163156</td></tr>\n\t<tr><td>1064351</td><td>1161882</td></tr>\n\t<tr><td>1064106</td><td>1160684</td></tr>\n\t<tr><td>1064220</td><td>1160155</td></tr>\n\t<tr><td>1063773</td><td>1159518</td></tr>\n\t<tr><td>1064236</td><td>1158618</td></tr>\n\t<tr><td>1064057</td><td>1158001</td></tr>\n\t<tr><td>1065029</td><td>1158221</td></tr>\n\t<tr><td>1065450</td><td>1158051</td></tr>\n\t<tr><td>1065932</td><td>1157023</td></tr>\n\t<tr><td>1066045</td><td>1154920</td></tr>\n\t<tr><td>1066341</td><td>1154647</td></tr>\n\t<tr><td>1066383</td><td>1154164</td></tr>\n\t<tr><td>1060941</td><td>1149878</td></tr>\n\t<tr><td>1048951</td><td>1148376</td></tr>\n\t<tr><td>1044008</td><td>1149817</td></tr>\n\t<tr><td>1043933</td><td>1150538</td></tr>\n\t<tr><td>1035665</td><td>1149438</td></tr>\n\t<tr><td>1035053</td><td>1149395</td></tr>\n\t<tr><td>1034990</td><td>1149843</td></tr>\n\t<tr><td>1033689</td><td>1149696</td></tr>\n\t<tr><td>1032559</td><td>1159487</td></tr>\n\t<tr><td>1032283</td><td>1159455</td></tr>\n\t<tr><td>1032173</td><td>1160305</td></tr>\n\t<tr><td>1029476</td><td>1185014</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1075456 </td><td>973598.1</td></tr>\n\t<tr><td>1085350 </td><td>974453.4</td></tr>\n\t<tr><td>1087193 </td><td>954851.2</td></tr>\n\t<tr><td>1077543 </td><td>953735.2</td></tr>\n\t<tr><td>1077599 </td><td>952459.6</td></tr>\n\t<tr><td>1069550 </td><td>951629.1</td></tr>\n\t<tr><td>1051408 </td><td>949867.4</td></tr>\n\t<tr><td>1049490 </td><td>970184.9</td></tr>\n\t<tr><td>1065490 </td><td>971684.0</td></tr>\n\t<tr><td>1065417 </td><td>972344.4</td></tr>\n\t<tr><td>1066424 </td><td>972449.7</td></tr>\n\t<tr><td>1066524 </td><td>971786.2</td></tr>\n\t<tr><td>1069567 </td><td>972104.6</td></tr>\n\t<tr><td>1069496 </td><td>972744.8</td></tr>\n\t<tr><td>1070526 </td><td>972860.4</td></tr>\n\t<tr><td>1070598 </td><td>972199.0</td></tr>\n\t<tr><td>1071637 </td><td>972300.8</td></tr>\n\t<tr><td>1071563 </td><td>972941.1</td></tr>\n\t<tr><td>1072555 </td><td>973048.5</td></tr>\n\t<tr><td>1072526 </td><td>973307.2</td></tr>\n\t<tr><td>1073618 </td><td>973421.9</td></tr>\n\t<tr><td>1073653 </td><td>973145.8</td></tr>\n\t<tr><td>1075488 </td><td>973329.2</td></tr>\n\t<tr><td>1075456 </td><td>973598.1</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1133512 </td><td>1001481.8</td></tr>\n\t<tr><td>1134900 </td><td> 989455.3</td></tr>\n\t<tr><td>1137661 </td><td> 964790.0</td></tr>\n\t<tr><td>1136662 </td><td> 964664.9</td></tr>\n\t<tr><td>1136780 </td><td> 963627.1</td></tr>\n\t<tr><td>1137788 </td><td> 963744.9</td></tr>\n\t<tr><td>1138087 </td><td> 960960.7</td></tr>\n\t<tr><td>1127427 </td><td> 959700.1</td></tr>\n\t<tr><td>1102905 </td><td> 956741.2</td></tr>\n\t<tr><td>1090451 </td><td> 955176.1</td></tr>\n\t<tr><td>1090766 </td><td> 956399.5</td></tr>\n\t<tr><td>1090218 </td><td> 958524.5</td></tr>\n\t<tr><td>1090635 </td><td> 958990.5</td></tr>\n\t<tr><td>1090679 </td><td> 959547.7</td></tr>\n\t<tr><td>1089970 </td><td> 960167.7</td></tr>\n\t<tr><td>1091644 </td><td> 962172.9</td></tr>\n\t<tr><td>1091991 </td><td> 962004.9</td></tr>\n\t<tr><td>1092232 </td><td> 962224.5</td></tr>\n\t<tr><td>1092304 </td><td> 963200.6</td></tr>\n\t<tr><td>1091811 </td><td> 963766.7</td></tr>\n\t<tr><td>1091828 </td><td> 964105.2</td></tr>\n\t<tr><td>1093041 </td><td> 965072.1</td></tr>\n\t<tr><td>1092767 </td><td> 965374.9</td></tr>\n\t<tr><td>1092891 </td><td> 965613.4</td></tr>\n\t<tr><td>1093724 </td><td> 965407.2</td></tr>\n\t<tr><td>1093987 </td><td> 965554.6</td></tr>\n\t<tr><td>1094710 </td><td> 967121.6</td></tr>\n\t<tr><td>1095523 </td><td> 967495.6</td></tr>\n\t<tr><td>1096104 </td><td> 968357.2</td></tr>\n\t<tr><td>1096618 </td><td> 968427.8</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1109217 </td><td> 986487.8</td></tr>\n\t<tr><td>1109523 </td><td> 987008.4</td></tr>\n\t<tr><td>1110565 </td><td> 986885.6</td></tr>\n\t<tr><td>1110967 </td><td> 986503.9</td></tr>\n\t<tr><td>1111551 </td><td> 986939.1</td></tr>\n\t<tr><td>1111750 </td><td> 987400.6</td></tr>\n\t<tr><td>1112095 </td><td> 986973.6</td></tr>\n\t<tr><td>1112756 </td><td> 987312.9</td></tr>\n\t<tr><td>1113224 </td><td> 988223.7</td></tr>\n\t<tr><td>1113362 </td><td> 989114.3</td></tr>\n\t<tr><td>1114597 </td><td> 989250.4</td></tr>\n\t<tr><td>1114773 </td><td> 989652.5</td></tr>\n\t<tr><td>1115699 </td><td> 989367.3</td></tr>\n\t<tr><td>1115904 </td><td> 989662.6</td></tr>\n\t<tr><td>1115413 </td><td> 991409.4</td></tr>\n\t<tr><td>1115380 </td><td> 992609.4</td></tr>\n\t<tr><td>1115651 </td><td> 993395.8</td></tr>\n\t<tr><td>1116738 </td><td> 994368.7</td></tr>\n\t<tr><td>1116904 </td><td> 993506.1</td></tr>\n\t<tr><td>1117234 </td><td> 993603.8</td></tr>\n\t<tr><td>1117390 </td><td> 994432.3</td></tr>\n\t<tr><td>1116957 </td><td> 995271.9</td></tr>\n\t<tr><td>1117196 </td><td> 995764.1</td></tr>\n\t<tr><td>1118798 </td><td> 996614.1</td></tr>\n\t<tr><td>1119295 </td><td> 996321.7</td></tr>\n\t<tr><td>1119692 </td><td> 997750.4</td></tr>\n\t<tr><td>1120164 </td><td> 998528.5</td></tr>\n\t<tr><td>1120149 </td><td> 999391.0</td></tr>\n\t<tr><td>1120404 </td><td> 999714.7</td></tr>\n\t<tr><td>1133512 </td><td>1001481.8</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1104802</td><td>1195500</td></tr>\n\t<tr><td>1120742</td><td>1197453</td></tr>\n\t<tr><td>1121537</td><td>1197404</td></tr>\n\t<tr><td>1122294</td><td>1196839</td></tr>\n\t<tr><td>1123171</td><td>1197179</td></tr>\n\t<tr><td>1124290</td><td>1195932</td></tr>\n\t<tr><td>1125278</td><td>1195601</td></tr>\n\t<tr><td>1125127</td><td>1195140</td></tr>\n\t<tr><td>1125316</td><td>1193665</td></tr>\n\t<tr><td>1125529</td><td>1193063</td></tr>\n\t<tr><td>1126452</td><td>1192176</td></tr>\n\t<tr><td>1126269</td><td>1191432</td></tr>\n\t<tr><td>1126539</td><td>1190309</td></tr>\n\t<tr><td>1126683</td><td>1189409</td></tr>\n\t<tr><td>1127595</td><td>1189314</td></tr>\n\t<tr><td>1128311</td><td>1188820</td></tr>\n\t<tr><td>1128885</td><td>1187488</td></tr>\n\t<tr><td>1130307</td><td>1186370</td></tr>\n\t<tr><td>1131046</td><td>1185072</td></tr>\n\t<tr><td>1133857</td><td>1183550</td></tr>\n\t<tr><td>1135029</td><td>1181506</td></tr>\n\t<tr><td>1136289</td><td>1180409</td></tr>\n\t<tr><td>1136806</td><td>1179429</td></tr>\n\t<tr><td>1136171</td><td>1178244</td></tr>\n\t<tr><td>1136516</td><td>1177610</td></tr>\n\t<tr><td>1137332</td><td>1176989</td></tr>\n\t<tr><td>1136919</td><td>1176091</td></tr>\n\t<tr><td>1137287</td><td>1175471</td></tr>\n\t<tr><td>1137331</td><td>1174209</td></tr>\n\t<tr><td>1138110</td><td>1173520</td></tr>\n\t<tr><td>1138994</td><td>1173181</td></tr>\n\t<tr><td>1139091</td><td>1172749</td></tr>\n\t<tr><td>1138791</td><td>1171745</td></tr>\n\t<tr><td>1136629</td><td>1171417</td></tr>\n\t<tr><td>1136669</td><td>1171147</td></tr>\n\t<tr><td>1136997</td><td>1171185</td></tr>\n\t<tr><td>1137047</td><td>1170627</td></tr>\n\t<tr><td>1137617</td><td>1170691</td></tr>\n\t<tr><td>1133489</td><td>1166706</td></tr>\n\t<tr><td>1130095</td><td>1164352</td></tr>\n\t<tr><td>1123543</td><td>1158024</td></tr>\n\t<tr><td>1116503</td><td>1157182</td></tr>\n\t<tr><td>1116396</td><td>1158101</td></tr>\n\t<tr><td>1115491</td><td>1157986</td></tr>\n\t<tr><td>1115579</td><td>1157075</td></tr>\n\t<tr><td>1102106</td><td>1155443</td></tr>\n\t<tr><td>1101043</td><td>1164601</td></tr>\n\t<tr><td>1107431</td><td>1165328</td></tr>\n\t<tr><td>1107254</td><td>1167170</td></tr>\n\t<tr><td>1108129</td><td>1167262</td></tr>\n\t<tr><td>1104802</td><td>1195500</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1246164</td><td>1112595</td></tr>\n\t<tr><td>1246075</td><td>1113014</td></tr>\n\t<tr><td>1246531</td><td>1114175</td></tr>\n\t<tr><td>1268135</td><td>1122032</td></tr>\n\t<tr><td>1267149</td><td>1115176</td></tr>\n\t<tr><td>1267330</td><td>1109430</td></tr>\n\t<tr><td>1267253</td><td>1081352</td></tr>\n\t<tr><td>1267346</td><td>1079023</td></tr>\n\t<tr><td>1267524</td><td>1078802</td></tr>\n\t<tr><td>1266461</td><td>1078391</td></tr>\n\t<tr><td>1265974</td><td>1077477</td></tr>\n\t<tr><td>1266090</td><td>1077066</td></tr>\n\t<tr><td>1266647</td><td>1077360</td></tr>\n\t<tr><td>1267822</td><td>1077314</td></tr>\n\t<tr><td>1267514</td><td>1076617</td></tr>\n\t<tr><td>1266919</td><td>1076251</td></tr>\n\t<tr><td>1265705</td><td>1076235</td></tr>\n\t<tr><td>1264411</td><td>1076905</td></tr>\n\t<tr><td>1262855</td><td>1077088</td></tr>\n\t<tr><td>1262547</td><td>1076583</td></tr>\n\t<tr><td>1261898</td><td>1076670</td></tr>\n\t<tr><td>1262178</td><td>1077701</td></tr>\n\t<tr><td>1261301</td><td>1079070</td></tr>\n\t<tr><td>1260431</td><td>1078824</td></tr>\n\t<tr><td>1259916</td><td>1080169</td></tr>\n\t<tr><td>1259691</td><td>1079822</td></tr>\n\t<tr><td>1259371</td><td>1079799</td></tr>\n\t<tr><td>1255953</td><td>1082119</td></tr>\n\t<tr><td>1256174</td><td>1082445</td></tr>\n\t<tr><td>1255531</td><td>1082869</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1250873</td><td>1098777</td></tr>\n\t<tr><td>1251079</td><td>1099339</td></tr>\n\t<tr><td>1250639</td><td>1099654</td></tr>\n\t<tr><td>1250970</td><td>1100093</td></tr>\n\t<tr><td>1250638</td><td>1100316</td></tr>\n\t<tr><td>1250469</td><td>1099877</td></tr>\n\t<tr><td>1250275</td><td>1099951</td></tr>\n\t<tr><td>1250437</td><td>1100543</td></tr>\n\t<tr><td>1249903</td><td>1101776</td></tr>\n\t<tr><td>1250342</td><td>1103000</td></tr>\n\t<tr><td>1249151</td><td>1104455</td></tr>\n\t<tr><td>1249457</td><td>1104948</td></tr>\n\t<tr><td>1249135</td><td>1105756</td></tr>\n\t<tr><td>1248370</td><td>1106071</td></tr>\n\t<tr><td>1248108</td><td>1106638</td></tr>\n\t<tr><td>1247615</td><td>1106834</td></tr>\n\t<tr><td>1247667</td><td>1107495</td></tr>\n\t<tr><td>1247903</td><td>1107598</td></tr>\n\t<tr><td>1247816</td><td>1108414</td></tr>\n\t<tr><td>1248215</td><td>1108531</td></tr>\n\t<tr><td>1248374</td><td>1109704</td></tr>\n\t<tr><td>1247812</td><td>1110254</td></tr>\n\t<tr><td>1247164</td><td>1110396</td></tr>\n\t<tr><td>1247205</td><td>1111294</td></tr>\n\t<tr><td>1246723</td><td>1111462</td></tr>\n\t<tr><td>1247294</td><td>1111955</td></tr>\n\t<tr><td>1247234</td><td>1112377</td></tr>\n\t<tr><td>1247036</td><td>1112463</td></tr>\n\t<tr><td>1247012</td><td>1112135</td></tr>\n\t<tr><td>1246164</td><td>1112595</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1155854</td><td>1257962</td></tr>\n\t<tr><td>1156378</td><td>1257774</td></tr>\n\t<tr><td>1156505</td><td>1257280</td></tr>\n\t<tr><td>1156953</td><td>1257239</td></tr>\n\t<tr><td>1156894</td><td>1256766</td></tr>\n\t<tr><td>1157740</td><td>1255991</td></tr>\n\t<tr><td>1158704</td><td>1254210</td></tr>\n\t<tr><td>1159887</td><td>1253477</td></tr>\n\t<tr><td>1159794</td><td>1253127</td></tr>\n\t<tr><td>1160130</td><td>1252925</td></tr>\n\t<tr><td>1159991</td><td>1252818</td></tr>\n\t<tr><td>1160362</td><td>1252465</td></tr>\n\t<tr><td>1160394</td><td>1251998</td></tr>\n\t<tr><td>1160675</td><td>1251991</td></tr>\n\t<tr><td>1160621</td><td>1251370</td></tr>\n\t<tr><td>1161160</td><td>1250634</td></tr>\n\t<tr><td>1161263</td><td>1250030</td></tr>\n\t<tr><td>1161718</td><td>1249922</td></tr>\n\t<tr><td>1162451</td><td>1248777</td></tr>\n\t<tr><td>1162701</td><td>1247837</td></tr>\n\t<tr><td>1162547</td><td>1247460</td></tr>\n\t<tr><td>1163174</td><td>1247395</td></tr>\n\t<tr><td>1163553</td><td>1247621</td></tr>\n\t<tr><td>1163487</td><td>1247287</td></tr>\n\t<tr><td>1163842</td><td>1246609</td></tr>\n\t<tr><td>1164396</td><td>1246178</td></tr>\n\t<tr><td>1164810</td><td>1246298</td></tr>\n\t<tr><td>1164856</td><td>1245806</td></tr>\n\t<tr><td>1165144</td><td>1245876</td></tr>\n\t<tr><td>1165494</td><td>1245283</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1145012</td><td>1269975</td></tr>\n\t<tr><td>1145452</td><td>1269937</td></tr>\n\t<tr><td>1145481</td><td>1269562</td></tr>\n\t<tr><td>1145955</td><td>1269511</td></tr>\n\t<tr><td>1146409</td><td>1268776</td></tr>\n\t<tr><td>1147234</td><td>1268919</td></tr>\n\t<tr><td>1147306</td><td>1268588</td></tr>\n\t<tr><td>1147614</td><td>1268583</td></tr>\n\t<tr><td>1147357</td><td>1268278</td></tr>\n\t<tr><td>1147567</td><td>1267965</td></tr>\n\t<tr><td>1148089</td><td>1268189</td></tr>\n\t<tr><td>1147891</td><td>1267510</td></tr>\n\t<tr><td>1148344</td><td>1267305</td></tr>\n\t<tr><td>1148853</td><td>1266175</td></tr>\n\t<tr><td>1149688</td><td>1265646</td></tr>\n\t<tr><td>1150062</td><td>1265079</td></tr>\n\t<tr><td>1150017</td><td>1264683</td></tr>\n\t<tr><td>1150523</td><td>1264054</td></tr>\n\t<tr><td>1150821</td><td>1262938</td></tr>\n\t<tr><td>1151081</td><td>1262805</td></tr>\n\t<tr><td>1151063</td><td>1261825</td></tr>\n\t<tr><td>1151613</td><td>1261302</td></tr>\n\t<tr><td>1151892</td><td>1260186</td></tr>\n\t<tr><td>1152431</td><td>1259881</td></tr>\n\t<tr><td>1152941</td><td>1259907</td></tr>\n\t<tr><td>1153250</td><td>1259588</td></tr>\n\t<tr><td>1153958</td><td>1259617</td></tr>\n\t<tr><td>1154668</td><td>1258491</td></tr>\n\t<tr><td>1155279</td><td>1258469</td></tr>\n\t<tr><td>1155854</td><td>1257962</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1027643</td><td>1387080</td></tr>\n\t<tr><td>1029282</td><td>1372494</td></tr>\n\t<tr><td>1029676</td><td>1372346</td></tr>\n\t<tr><td>1030300</td><td>1371954</td></tr>\n\t<tr><td>1031370</td><td>1370648</td></tr>\n\t<tr><td>1032191</td><td>1370931</td></tr>\n\t<tr><td>1032550</td><td>1369894</td></tr>\n\t<tr><td>1033112</td><td>1369311</td></tr>\n\t<tr><td>1033152</td><td>1369691</td></tr>\n\t<tr><td>1033369</td><td>1369320</td></tr>\n\t<tr><td>1032985</td><td>1368198</td></tr>\n\t<tr><td>1032476</td><td>1367936</td></tr>\n\t<tr><td>1032376</td><td>1367085</td></tr>\n\t<tr><td>1031883</td><td>1367096</td></tr>\n\t<tr><td>1031864</td><td>1366308</td></tr>\n\t<tr><td>1031488</td><td>1365969</td></tr>\n\t<tr><td>1031331</td><td>1365280</td></tr>\n\t<tr><td>1030239</td><td>1364961</td></tr>\n\t<tr><td>1030164</td><td>1364521</td></tr>\n\t<tr><td>1028666</td><td>1363470</td></tr>\n\t<tr><td>1029301</td><td>1362783</td></tr>\n\t<tr><td>1029190</td><td>1360911</td></tr>\n\t<tr><td>1028810</td><td>1360750</td></tr>\n\t<tr><td>1028439</td><td>1360059</td></tr>\n\t<tr><td>1028144</td><td>1358211</td></tr>\n\t<tr><td>1027897</td><td>1357881</td></tr>\n\t<tr><td>1030071</td><td>1341726</td></tr>\n\t<tr><td>1027589</td><td>1341446</td></tr>\n\t<tr><td>1027485</td><td>1342151</td></tr>\n\t<tr><td>1025385</td><td>1342019</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1009429</td><td>1370566</td></tr>\n\t<tr><td>1009699</td><td>1370802</td></tr>\n\t<tr><td>1009995</td><td>1370501</td></tr>\n\t<tr><td>1010510</td><td>1370480</td></tr>\n\t<tr><td>1011307</td><td>1371209</td></tr>\n\t<tr><td>1011506</td><td>1371800</td></tr>\n\t<tr><td>1011358</td><td>1372571</td></tr>\n\t<tr><td>1010621</td><td>1373074</td></tr>\n\t<tr><td>1010387</td><td>1373511</td></tr>\n\t<tr><td>1010489</td><td>1373866</td></tr>\n\t<tr><td>1010246</td><td>1373827</td></tr>\n\t<tr><td>1009771</td><td>1374646</td></tr>\n\t<tr><td>1010098</td><td>1374545</td></tr>\n\t<tr><td>1010010</td><td>1374877</td></tr>\n\t<tr><td>1010551</td><td>1375282</td></tr>\n\t<tr><td>1009935</td><td>1375761</td></tr>\n\t<tr><td>1009370</td><td>1375789</td></tr>\n\t<tr><td>1009326</td><td>1376302</td></tr>\n\t<tr><td>1008652</td><td>1376976</td></tr>\n\t<tr><td>1009110</td><td>1380133</td></tr>\n\t<tr><td>1009736</td><td>1380748</td></tr>\n\t<tr><td>1009659</td><td>1381170</td></tr>\n\t<tr><td>1010092</td><td>1381631</td></tr>\n\t<tr><td>1009904</td><td>1382228</td></tr>\n\t<tr><td>1010335</td><td>1382490</td></tr>\n\t<tr><td>1010546</td><td>1383106</td></tr>\n\t<tr><td>1010372</td><td>1384424</td></tr>\n\t<tr><td>1010640</td><td>1384972</td></tr>\n\t<tr><td>1013773</td><td>1385373</td></tr>\n\t<tr><td>1027643</td><td>1387080</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1016836</td><td>1118033</td></tr>\n\t<tr><td>1032887</td><td>1119848</td></tr>\n\t<tr><td>1033185</td><td>1117168</td></tr>\n\t<tr><td>1052950</td><td>1119566</td></tr>\n\t<tr><td>1053214</td><td>1117323</td></tr>\n\t<tr><td>1055732</td><td>1117652</td></tr>\n\t<tr><td>1055194</td><td>1116763</td></tr>\n\t<tr><td>1055159</td><td>1115782</td></tr>\n\t<tr><td>1054883</td><td>1115414</td></tr>\n\t<tr><td>1055114</td><td>1114176</td></tr>\n\t<tr><td>1053822</td><td>1112345</td></tr>\n\t<tr><td>1053145</td><td>1112269</td></tr>\n\t<tr><td>1052145</td><td>1111110</td></tr>\n\t<tr><td>1051179</td><td>1110761</td></tr>\n\t<tr><td>1051276</td><td>1110202</td></tr>\n\t<tr><td>1050725</td><td>1109688</td></tr>\n\t<tr><td>1050936</td><td>1109193</td></tr>\n\t<tr><td>1050493</td><td>1108521</td></tr>\n\t<tr><td>1050592</td><td>1107949</td></tr>\n\t<tr><td>1050100</td><td>1107190</td></tr>\n\t<tr><td>1050198</td><td>1106819</td></tr>\n\t<tr><td>1049912</td><td>1106610</td></tr>\n\t<tr><td>1050039</td><td>1106087</td></tr>\n\t<tr><td>1049727</td><td>1105289</td></tr>\n\t<tr><td>1049946</td><td>1105197</td></tr>\n\t<tr><td>1049324</td><td>1104941</td></tr>\n\t<tr><td>1049352</td><td>1104627</td></tr>\n\t<tr><td>1048982</td><td>1104171</td></tr>\n\t<tr><td>1049184</td><td>1103739</td></tr>\n\t<tr><td>1048765</td><td>1102526</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1030021</td><td>1095244</td></tr>\n\t<tr><td>1028872</td><td>1096080</td></tr>\n\t<tr><td>1028697</td><td>1096729</td></tr>\n\t<tr><td>1028758</td><td>1097430</td></tr>\n\t<tr><td>1030128</td><td>1098937</td></tr>\n\t<tr><td>1029070</td><td>1100901</td></tr>\n\t<tr><td>1027919</td><td>1101082</td></tr>\n\t<tr><td>1026753</td><td>1101799</td></tr>\n\t<tr><td>1026257</td><td>1103482</td></tr>\n\t<tr><td>1026479</td><td>1104237</td></tr>\n\t<tr><td>1026377</td><td>1105438</td></tr>\n\t<tr><td>1025864</td><td>1106613</td></tr>\n\t<tr><td>1026019</td><td>1107147</td></tr>\n\t<tr><td>1025677</td><td>1107411</td></tr>\n\t<tr><td>1025485</td><td>1108077</td></tr>\n\t<tr><td>1024751</td><td>1109495</td></tr>\n\t<tr><td>1024038</td><td>1109716</td></tr>\n\t<tr><td>1023901</td><td>1110210</td></tr>\n\t<tr><td>1023392</td><td>1110559</td></tr>\n\t<tr><td>1023237</td><td>1111441</td></tr>\n\t<tr><td>1022236</td><td>1111483</td></tr>\n\t<tr><td>1021804</td><td>1112331</td></tr>\n\t<tr><td>1021382</td><td>1112692</td></tr>\n\t<tr><td>1020939</td><td>1112719</td></tr>\n\t<tr><td>1020705</td><td>1113276</td></tr>\n\t<tr><td>1019520</td><td>1114208</td></tr>\n\t<tr><td>1019094</td><td>1114836</td></tr>\n\t<tr><td>1018430</td><td>1115014</td></tr>\n\t<tr><td>1017242</td><td>1116901</td></tr>\n\t<tr><td>1016836</td><td>1118033</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1132239</td><td>1243416</td></tr>\n\t<tr><td>1131760</td><td>1242411</td></tr>\n\t<tr><td>1131887</td><td>1241679</td></tr>\n\t<tr><td>1132902</td><td>1240676</td></tr>\n\t<tr><td>1133141</td><td>1235570</td></tr>\n\t<tr><td>1132832</td><td>1233794</td></tr>\n\t<tr><td>1133096</td><td>1233549</td></tr>\n\t<tr><td>1133529</td><td>1232044</td></tr>\n\t<tr><td>1134379</td><td>1231355</td></tr>\n\t<tr><td>1134096</td><td>1230889</td></tr>\n\t<tr><td>1133268</td><td>1230738</td></tr>\n\t<tr><td>1131394</td><td>1232466</td></tr>\n\t<tr><td>1130837</td><td>1231764</td></tr>\n\t<tr><td>1131621</td><td>1231126</td></tr>\n\t<tr><td>1128793</td><td>1229902</td></tr>\n\t<tr><td>1126060</td><td>1226361</td></tr>\n\t<tr><td>1122910</td><td>1224627</td></tr>\n\t<tr><td>1122882</td><td>1224117</td></tr>\n\t<tr><td>1122556</td><td>1223886</td></tr>\n\t<tr><td>1121350</td><td>1224080</td></tr>\n\t<tr><td>1121518</td><td>1223604</td></tr>\n\t<tr><td>1121051</td><td>1222137</td></tr>\n\t<tr><td>1121354</td><td>1221522</td></tr>\n\t<tr><td>1119817</td><td>1221251</td></tr>\n\t<tr><td>1119923</td><td>1220516</td></tr>\n\t<tr><td>1120674</td><td>1220632</td></tr>\n\t<tr><td>1120707</td><td>1220319</td></tr>\n\t<tr><td>1120072</td><td>1220226</td></tr>\n\t<tr><td>1120351</td><td>1219800</td></tr>\n\t<tr><td>1121337</td><td>1219010</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1101695</td><td>1228590</td></tr>\n\t<tr><td>1101045</td><td>1229524</td></tr>\n\t<tr><td>1100379</td><td>1229524</td></tr>\n\t<tr><td>1100330</td><td>1230533</td></tr>\n\t<tr><td>1100099</td><td>1230654</td></tr>\n\t<tr><td>1099584</td><td>1230199</td></tr>\n\t<tr><td>1099873</td><td>1229708</td></tr>\n\t<tr><td>1099734</td><td>1229562</td></tr>\n\t<tr><td>1099139</td><td>1230303</td></tr>\n\t<tr><td>1100022</td><td>1231334</td></tr>\n\t<tr><td>1102554</td><td>1235813</td></tr>\n\t<tr><td>1102661</td><td>1234893</td></tr>\n\t<tr><td>1103336</td><td>1234969</td></tr>\n\t<tr><td>1103198</td><td>1235914</td></tr>\n\t<tr><td>1102572</td><td>1235854</td></tr>\n\t<tr><td>1108596</td><td>1246515</td></tr>\n\t<tr><td>1109025</td><td>1249115</td></tr>\n\t<tr><td>1108781</td><td>1249861</td></tr>\n\t<tr><td>1109248</td><td>1250855</td></tr>\n\t<tr><td>1108309</td><td>1253044</td></tr>\n\t<tr><td>1108501</td><td>1253214</td></tr>\n\t<tr><td>1109023</td><td>1252977</td></tr>\n\t<tr><td>1109365</td><td>1253494</td></tr>\n\t<tr><td>1108775</td><td>1254477</td></tr>\n\t<tr><td>1108770</td><td>1256988</td></tr>\n\t<tr><td>1124465</td><td>1247970</td></tr>\n\t<tr><td>1126657</td><td>1248186</td></tr>\n\t<tr><td>1130962</td><td>1245513</td></tr>\n\t<tr><td>1130357</td><td>1244590</td></tr>\n\t<tr><td>1132239</td><td>1243416</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1130886</td><td>1278085</td></tr>\n\t<tr><td>1139952</td><td>1285999</td></tr>\n\t<tr><td>1142819</td><td>1282524</td></tr>\n\t<tr><td>1144260</td><td>1282551</td></tr>\n\t<tr><td>1144577</td><td>1282850</td></tr>\n\t<tr><td>1146153</td><td>1282656</td></tr>\n\t<tr><td>1146692</td><td>1282987</td></tr>\n\t<tr><td>1146995</td><td>1282452</td></tr>\n\t<tr><td>1148539</td><td>1282600</td></tr>\n\t<tr><td>1149615</td><td>1282383</td></tr>\n\t<tr><td>1150250</td><td>1282896</td></tr>\n\t<tr><td>1151019</td><td>1283099</td></tr>\n\t<tr><td>1151734</td><td>1282248</td></tr>\n\t<tr><td>1152641</td><td>1282053</td></tr>\n\t<tr><td>1152815</td><td>1281716</td></tr>\n\t<tr><td>1153811</td><td>1281294</td></tr>\n\t<tr><td>1154257</td><td>1280502</td></tr>\n\t<tr><td>1155019</td><td>1280424</td></tr>\n\t<tr><td>1154883</td><td>1280036</td></tr>\n\t<tr><td>1155479</td><td>1279817</td></tr>\n\t<tr><td>1156066</td><td>1279103</td></tr>\n\t<tr><td>1156687</td><td>1279424</td></tr>\n\t<tr><td>1157400</td><td>1278182</td></tr>\n\t<tr><td>1158044</td><td>1278136</td></tr>\n\t<tr><td>1158063</td><td>1278422</td></tr>\n\t<tr><td>1158686</td><td>1278661</td></tr>\n\t<tr><td>1158876</td><td>1278286</td></tr>\n\t<tr><td>1160380</td><td>1277866</td></tr>\n\t<tr><td>1160842</td><td>1277365</td></tr>\n\t<tr><td>1160595</td><td>1276849</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1144591</td><td>1269654</td></tr>\n\t<tr><td>1144094</td><td>1269859</td></tr>\n\t<tr><td>1143980</td><td>1269699</td></tr>\n\t<tr><td>1143665</td><td>1270011</td></tr>\n\t<tr><td>1143552</td><td>1269844</td></tr>\n\t<tr><td>1142422</td><td>1270023</td></tr>\n\t<tr><td>1142615</td><td>1270294</td></tr>\n\t<tr><td>1142471</td><td>1270502</td></tr>\n\t<tr><td>1139126</td><td>1272468</td></tr>\n\t<tr><td>1138427</td><td>1272469</td></tr>\n\t<tr><td>1138197</td><td>1273167</td></tr>\n\t<tr><td>1137351</td><td>1274036</td></tr>\n\t<tr><td>1137098</td><td>1274215</td></tr>\n\t<tr><td>1136801</td><td>1274162</td></tr>\n\t<tr><td>1136781</td><td>1273881</td></tr>\n\t<tr><td>1136626</td><td>1274000</td></tr>\n\t<tr><td>1137077</td><td>1276216</td></tr>\n\t<tr><td>1136940</td><td>1276369</td></tr>\n\t<tr><td>1136336</td><td>1276013</td></tr>\n\t<tr><td>1135439</td><td>1275916</td></tr>\n\t<tr><td>1135206</td><td>1276099</td></tr>\n\t<tr><td>1135070</td><td>1275880</td></tr>\n\t<tr><td>1134338</td><td>1275758</td></tr>\n\t<tr><td>1133680</td><td>1276123</td></tr>\n\t<tr><td>1132806</td><td>1276042</td></tr>\n\t<tr><td>1132358</td><td>1277315</td></tr>\n\t<tr><td>1131615</td><td>1278353</td></tr>\n\t<tr><td>1131121</td><td>1278220</td></tr>\n\t<tr><td>1131287</td><td>1278019</td></tr>\n\t<tr><td>1130886</td><td>1278085</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1164824</td><td>1293069</td></tr>\n\t<tr><td>1166591</td><td>1294941</td></tr>\n\t<tr><td>1167303</td><td>1294525</td></tr>\n\t<tr><td>1167723</td><td>1294636</td></tr>\n\t<tr><td>1168126</td><td>1293693</td></tr>\n\t<tr><td>1168994</td><td>1294044</td></tr>\n\t<tr><td>1170610</td><td>1295177</td></tr>\n\t<tr><td>1171094</td><td>1296224</td></tr>\n\t<tr><td>1171536</td><td>1296434</td></tr>\n\t<tr><td>1172876</td><td>1298209</td></tr>\n\t<tr><td>1174337</td><td>1298893</td></tr>\n\t<tr><td>1175445</td><td>1299833</td></tr>\n\t<tr><td>1176300</td><td>1300099</td></tr>\n\t<tr><td>1176351</td><td>1299657</td></tr>\n\t<tr><td>1177247</td><td>1299056</td></tr>\n\t<tr><td>1177552</td><td>1299152</td></tr>\n\t<tr><td>1178004</td><td>1298230</td></tr>\n\t<tr><td>1178725</td><td>1297884</td></tr>\n\t<tr><td>1178962</td><td>1298390</td></tr>\n\t<tr><td>1179237</td><td>1298202</td></tr>\n\t<tr><td>1179518</td><td>1299117</td></tr>\n\t<tr><td>1179626</td><td>1298814</td></tr>\n\t<tr><td>1180883</td><td>1298183</td></tr>\n\t<tr><td>1181401</td><td>1298494</td></tr>\n\t<tr><td>1182344</td><td>1297734</td></tr>\n\t<tr><td>1183165</td><td>1297867</td></tr>\n\t<tr><td>1183640</td><td>1297538</td></tr>\n\t<tr><td>1184431</td><td>1298787</td></tr>\n\t<tr><td>1185029</td><td>1298921</td></tr>\n\t<tr><td>1185166</td><td>1299446</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1193846</td><td>1264087</td></tr>\n\t<tr><td>1193457</td><td>1263405</td></tr>\n\t<tr><td>1193611</td><td>1262993</td></tr>\n\t<tr><td>1193368</td><td>1262499</td></tr>\n\t<tr><td>1192341</td><td>1261966</td></tr>\n\t<tr><td>1191621</td><td>1261999</td></tr>\n\t<tr><td>1190522</td><td>1262894</td></tr>\n\t<tr><td>1188151</td><td>1264249</td></tr>\n\t<tr><td>1182056</td><td>1261521</td></tr>\n\t<tr><td>1166337</td><td>1266506</td></tr>\n\t<tr><td>1165780</td><td>1267533</td></tr>\n\t<tr><td>1166000</td><td>1268848</td></tr>\n\t<tr><td>1165779</td><td>1269412</td></tr>\n\t<tr><td>1165138</td><td>1269677</td></tr>\n\t<tr><td>1164532</td><td>1270507</td></tr>\n\t<tr><td>1164567</td><td>1271753</td></tr>\n\t<tr><td>1163982</td><td>1272018</td></tr>\n\t<tr><td>1163243</td><td>1271694</td></tr>\n\t<tr><td>1165527</td><td>1276135</td></tr>\n\t<tr><td>1167850</td><td>1282797</td></tr>\n\t<tr><td>1164114</td><td>1286579</td></tr>\n\t<tr><td>1163684</td><td>1287571</td></tr>\n\t<tr><td>1163598</td><td>1287887</td></tr>\n\t<tr><td>1164429</td><td>1288369</td></tr>\n\t<tr><td>1164688</td><td>1288986</td></tr>\n\t<tr><td>1164489</td><td>1289887</td></tr>\n\t<tr><td>1163595</td><td>1290466</td></tr>\n\t<tr><td>1164104</td><td>1291011</td></tr>\n\t<tr><td>1164115</td><td>1293036</td></tr>\n\t<tr><td>1164824</td><td>1293069</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1012342</td><td>1283253</td></tr>\n\t<tr><td>1013105</td><td>1283353</td></tr>\n\t<tr><td>1013190</td><td>1282542</td></tr>\n\t<tr><td>1013591</td><td>1282589</td></tr>\n\t<tr><td>1013557</td><td>1282956</td></tr>\n\t<tr><td>1014738</td><td>1283106</td></tr>\n\t<tr><td>1014698</td><td>1283529</td></tr>\n\t<tr><td>1029165</td><td>1285220</td></tr>\n\t<tr><td>1029201</td><td>1284895</td></tr>\n\t<tr><td>1030780</td><td>1270248</td></tr>\n\t<tr><td>1032275</td><td>1270415</td></tr>\n\t<tr><td>1033955</td><td>1254692</td></tr>\n\t<tr><td>1034179</td><td>1252658</td></tr>\n\t<tr><td>1031884</td><td>1252391</td></tr>\n\t<tr><td>1026641</td><td>1250719</td></tr>\n\t<tr><td>1022164</td><td>1249661</td></tr>\n\t<tr><td>1020007</td><td>1249430</td></tr>\n\t<tr><td>1018187</td><td>1249981</td></tr>\n\t<tr><td>1011593</td><td>1251337</td></tr>\n\t<tr><td>1005342</td><td>1251997</td></tr>\n\t<tr><td>1004268</td><td>1262265</td></tr>\n\t<tr><td>1003022</td><td>1262139</td></tr>\n\t<tr><td>1002447</td><td>1267489</td></tr>\n\t<tr><td>1008948</td><td>1268104</td></tr>\n\t<tr><td>1012342</td><td>1283253</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1117731</td><td>1121475</td></tr>\n\t<tr><td>1121798</td><td>1125717</td></tr>\n\t<tr><td>1121916</td><td>1124573</td></tr>\n\t<tr><td>1122822</td><td>1124681</td></tr>\n\t<tr><td>1122584</td><td>1126570</td></tr>\n\t<tr><td>1123799</td><td>1127884</td></tr>\n\t<tr><td>1123767</td><td>1128694</td></tr>\n\t<tr><td>1124674</td><td>1128800</td></tr>\n\t<tr><td>1137348</td><td>1142286</td></tr>\n\t<tr><td>1143436</td><td>1142961</td></tr>\n\t<tr><td>1143436</td><td>1141719</td></tr>\n\t<tr><td>1142953</td><td>1141026</td></tr>\n\t<tr><td>1143281</td><td>1138357</td></tr>\n\t<tr><td>1141529</td><td>1138120</td></tr>\n\t<tr><td>1141743</td><td>1136390</td></tr>\n\t<tr><td>1142637</td><td>1136473</td></tr>\n\t<tr><td>1142971</td><td>1133795</td></tr>\n\t<tr><td>1143534</td><td>1133860</td></tr>\n\t<tr><td>1143469</td><td>1133038</td></tr>\n\t<tr><td>1143113</td><td>1132328</td></tr>\n\t<tr><td>1143998</td><td>1125056</td></tr>\n\t<tr><td>1143849</td><td>1123844</td></tr>\n\t<tr><td>1143002</td><td>1123910</td></tr>\n\t<tr><td>1142544</td><td>1124526</td></tr>\n\t<tr><td>1141271</td><td>1124985</td></tr>\n\t<tr><td>1141678</td><td>1121773</td></tr>\n\t<tr><td>1138986</td><td>1121459</td></tr>\n\t<tr><td>1138890</td><td>1122278</td></tr>\n\t<tr><td>1138020</td><td>1122155</td></tr>\n\t<tr><td>1138212</td><td>1120345</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1136187</td><td>1114482</td></tr>\n\t<tr><td>1136284</td><td>1113691</td></tr>\n\t<tr><td>1135337</td><td>1113492</td></tr>\n\t<tr><td>1135058</td><td>1115541</td></tr>\n\t<tr><td>1134040</td><td>1115790</td></tr>\n\t<tr><td>1133797</td><td>1115641</td></tr>\n\t<tr><td>1133157</td><td>1116481</td></tr>\n\t<tr><td>1132355</td><td>1117146</td></tr>\n\t<tr><td>1130644</td><td>1117386</td></tr>\n\t<tr><td>1129990</td><td>1118478</td></tr>\n\t<tr><td>1127565</td><td>1119028</td></tr>\n\t<tr><td>1125678</td><td>1118835</td></tr>\n\t<tr><td>1125861</td><td>1117266</td></tr>\n\t<tr><td>1125094</td><td>1117223</td></tr>\n\t<tr><td>1125442</td><td>1120368</td></tr>\n\t<tr><td>1124608</td><td>1120296</td></tr>\n\t<tr><td>1124667</td><td>1119649</td></tr>\n\t<tr><td>1121082</td><td>1119204</td></tr>\n\t<tr><td>1120956</td><td>1120124</td></tr>\n\t<tr><td>1119465</td><td>1119944</td></tr>\n\t<tr><td>1119568</td><td>1119030</td></tr>\n\t<tr><td>1116715</td><td>1118703</td></tr>\n\t<tr><td>1117075</td><td>1119059</td></tr>\n\t<tr><td>1117033</td><td>1119245</td></tr>\n\t<tr><td>1116843</td><td>1119129</td></tr>\n\t<tr><td>1116874</td><td>1119547</td></tr>\n\t<tr><td>1117445</td><td>1119867</td></tr>\n\t<tr><td>1117395</td><td>1120517</td></tr>\n\t<tr><td>1118123</td><td>1120526</td></tr>\n\t<tr><td>1117731</td><td>1121475</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1058260</td><td>1342851</td></tr>\n\t<tr><td>1058445</td><td>1341258</td></tr>\n\t<tr><td>1061904</td><td>1332623</td></tr>\n\t<tr><td>1067604</td><td>1333251</td></tr>\n\t<tr><td>1068729</td><td>1323667</td></tr>\n\t<tr><td>1056536</td><td>1322127</td></tr>\n\t<tr><td>1056627</td><td>1321305</td></tr>\n\t<tr><td>1055853</td><td>1321207</td></tr>\n\t<tr><td>1055759</td><td>1322009</td></tr>\n\t<tr><td>1053603</td><td>1321756</td></tr>\n\t<tr><td>1053502</td><td>1322578</td></tr>\n\t<tr><td>1051905</td><td>1322405</td></tr>\n\t<tr><td>1051993</td><td>1321537</td></tr>\n\t<tr><td>1039270</td><td>1320115</td></tr>\n\t<tr><td>1038840</td><td>1323521</td></tr>\n\t<tr><td>1032460</td><td>1322798</td></tr>\n\t<tr><td>1031839</td><td>1327589</td></tr>\n\t<tr><td>1032681</td><td>1327690</td></tr>\n\t<tr><td>1032576</td><td>1328488</td></tr>\n\t<tr><td>1031781</td><td>1328416</td></tr>\n\t<tr><td>1030541</td><td>1337925</td></tr>\n\t<tr><td>1042607</td><td>1339552</td></tr>\n\t<tr><td>1042535</td><td>1340243</td></tr>\n\t<tr><td>1043315</td><td>1340346</td></tr>\n\t<tr><td>1043227</td><td>1341112</td></tr>\n\t<tr><td>1044060</td><td>1341218</td></tr>\n\t<tr><td>1044219</td><td>1339749</td></tr>\n\t<tr><td>1046582</td><td>1339998</td></tr>\n\t<tr><td>1046511</td><td>1340724</td></tr>\n\t<tr><td>1045685</td><td>1340630</td></tr>\n\t<tr><td>1045584</td><td>1341357</td></tr>\n\t<tr><td>1047190</td><td>1341577</td></tr>\n\t<tr><td>1047385</td><td>1340078</td></tr>\n\t<tr><td>1050594</td><td>1340410</td></tr>\n\t<tr><td>1050820</td><td>1341345</td></tr>\n\t<tr><td>1051212</td><td>1341384</td></tr>\n\t<tr><td>1051307</td><td>1340485</td></tr>\n\t<tr><td>1056126</td><td>1340982</td></tr>\n\t<tr><td>1055916</td><td>1342581</td></tr>\n\t<tr><td>1058260</td><td>1342851</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1298269</td><td>1033736</td></tr>\n\t<tr><td>1299192</td><td>1032521</td></tr>\n\t<tr><td>1301338</td><td>1031332</td></tr>\n\t<tr><td>1305004</td><td>1028588</td></tr>\n\t<tr><td>1306393</td><td>1028070</td></tr>\n\t<tr><td>1308034</td><td>1028478</td></tr>\n\t<tr><td>1309188</td><td>1029525</td></tr>\n\t<tr><td>1311124</td><td>1030058</td></tr>\n\t<tr><td>1311851</td><td>1030023</td></tr>\n\t<tr><td>1313694</td><td>1029367</td></tr>\n\t<tr><td>1315172</td><td>1028404</td></tr>\n\t<tr><td>1315773</td><td>1027779</td></tr>\n\t<tr><td>1315650</td><td>1027315</td></tr>\n\t<tr><td>1316172</td><td>1025200</td></tr>\n\t<tr><td>1316036</td><td>1024373</td></tr>\n\t<tr><td>1316326</td><td>1023225</td></tr>\n\t<tr><td>1316092</td><td>1022659</td></tr>\n\t<tr><td>1316876</td><td>1022221</td></tr>\n\t<tr><td>1317014</td><td>1021396</td></tr>\n\t<tr><td>1317585</td><td>1021336</td></tr>\n\t<tr><td>1317663</td><td>1020966</td></tr>\n\t<tr><td>1317472</td><td>1020824</td></tr>\n\t<tr><td>1317674</td><td>1020782</td></tr>\n\t<tr><td>1317726</td><td>1020189</td></tr>\n\t<tr><td>1318196</td><td>1019957</td></tr>\n\t<tr><td>1318003</td><td>1019353</td></tr>\n\t<tr><td>1318243</td><td>1018971</td></tr>\n\t<tr><td>1318533</td><td>1018538</td></tr>\n\t<tr><td>1318446</td><td>1017718</td></tr>\n\t<tr><td>1319014</td><td>1017242</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1288239</td><td>1005229</td></tr>\n\t<tr><td>1287317</td><td>1005249</td></tr>\n\t<tr><td>1287119</td><td>1005875</td></tr>\n\t<tr><td>1286949</td><td>1005782</td></tr>\n\t<tr><td>1285854</td><td>1012806</td></tr>\n\t<tr><td>1284372</td><td>1012557</td></tr>\n\t<tr><td>1284095</td><td>1014594</td></tr>\n\t<tr><td>1282515</td><td>1014376</td></tr>\n\t<tr><td>1282329</td><td>1015698</td></tr>\n\t<tr><td>1283935</td><td>1015929</td></tr>\n\t<tr><td>1283776</td><td>1017107</td></tr>\n\t<tr><td>1282176</td><td>1016893</td></tr>\n\t<tr><td>1281927</td><td>1018559</td></tr>\n\t<tr><td>1283699</td><td>1018822</td></tr>\n\t<tr><td>1283529</td><td>1020297</td></tr>\n\t<tr><td>1288826</td><td>1021055</td></tr>\n\t<tr><td>1288628</td><td>1022329</td></tr>\n\t<tr><td>1289983</td><td>1022561</td></tr>\n\t<tr><td>1289785</td><td>1024222</td></tr>\n\t<tr><td>1291182</td><td>1024429</td></tr>\n\t<tr><td>1291020</td><td>1025613</td></tr>\n\t<tr><td>1292368</td><td>1025796</td></tr>\n\t<tr><td>1291982</td><td>1028596</td></tr>\n\t<tr><td>1294856</td><td>1028957</td></tr>\n\t<tr><td>1294672</td><td>1030399</td></tr>\n\t<tr><td>1295961</td><td>1030553</td></tr>\n\t<tr><td>1295758</td><td>1031874</td></tr>\n\t<tr><td>1297323</td><td>1032133</td></tr>\n\t<tr><td>1297062</td><td>1033554</td></tr>\n\t<tr><td>1298269</td><td>1033736</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1086002</td><td>1191594</td></tr>\n\t<tr><td>1088010</td><td>1175024</td></tr>\n\t<tr><td>1087066</td><td>1174946</td></tr>\n\t<tr><td>1087160</td><td>1174039</td></tr>\n\t<tr><td>1086229</td><td>1173915</td></tr>\n\t<tr><td>1086694</td><td>1169426</td></tr>\n\t<tr><td>1084925</td><td>1169243</td></tr>\n\t<tr><td>1084464</td><td>1170126</td></tr>\n\t<tr><td>1083947</td><td>1170059</td></tr>\n\t<tr><td>1084054</td><td>1169151</td></tr>\n\t<tr><td>1066379</td><td>1167236</td></tr>\n\t<tr><td>1065937</td><td>1166088</td></tr>\n\t<tr><td>1065432</td><td>1165931</td></tr>\n\t<tr><td>1065706</td><td>1165534</td></tr>\n\t<tr><td>1065218</td><td>1164713</td></tr>\n\t<tr><td>1063918</td><td>1164113</td></tr>\n\t<tr><td>1063289</td><td>1164254</td></tr>\n\t<tr><td>1063728</td><td>1164885</td></tr>\n\t<tr><td>1062796</td><td>1165814</td></tr>\n\t<tr><td>1062884</td><td>1166346</td></tr>\n\t<tr><td>1062580</td><td>1166806</td></tr>\n\t<tr><td>1062883</td><td>1167575</td></tr>\n\t<tr><td>1061698</td><td>1168617</td></tr>\n\t<tr><td>1061940</td><td>1170474</td></tr>\n\t<tr><td>1061450</td><td>1171393</td></tr>\n\t<tr><td>1061601</td><td>1172124</td></tr>\n\t<tr><td>1062172</td><td>1172255</td></tr>\n\t<tr><td>1062470</td><td>1173601</td></tr>\n\t<tr><td>1062463</td><td>1174358</td></tr>\n\t<tr><td>1061931</td><td>1175278</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1063247</td><td>1177049</td></tr>\n\t<tr><td>1062085</td><td>1178044</td></tr>\n\t<tr><td>1061545</td><td>1177719</td></tr>\n\t<tr><td>1061402</td><td>1178369</td></tr>\n\t<tr><td>1062295</td><td>1178873</td></tr>\n\t<tr><td>1062059</td><td>1181154</td></tr>\n\t<tr><td>1062648</td><td>1181642</td></tr>\n\t<tr><td>1062632</td><td>1182209</td></tr>\n\t<tr><td>1061849</td><td>1183353</td></tr>\n\t<tr><td>1062074</td><td>1183537</td></tr>\n\t<tr><td>1062012</td><td>1184070</td></tr>\n\t<tr><td>1062652</td><td>1184913</td></tr>\n\t<tr><td>1062301</td><td>1185687</td></tr>\n\t<tr><td>1062618</td><td>1186412</td></tr>\n\t<tr><td>1062340</td><td>1187148</td></tr>\n\t<tr><td>1063206</td><td>1188158</td></tr>\n\t<tr><td>1063561</td><td>1188549</td></tr>\n\t<tr><td>1064615</td><td>1188948</td></tr>\n\t<tr><td>1064891</td><td>1189373</td></tr>\n\t<tr><td>1065007</td><td>1190396</td></tr>\n\t<tr><td>1065526</td><td>1190475</td></tr>\n\t<tr><td>1065689</td><td>1190258</td></tr>\n\t<tr><td>1066154</td><td>1190611</td></tr>\n\t<tr><td>1066515</td><td>1190570</td></tr>\n\t<tr><td>1067044</td><td>1191510</td></tr>\n\t<tr><td>1072372</td><td>1192098</td></tr>\n\t<tr><td>1072474</td><td>1191203</td></tr>\n\t<tr><td>1074350</td><td>1191433</td></tr>\n\t<tr><td>1074446</td><td>1190251</td></tr>\n\t<tr><td>1086002</td><td>1191594</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td> 966943.1</td><td>1277869 </td></tr>\n\t<tr><td> 981872.2</td><td>1279361 </td></tr>\n\t<tr><td> 981641.0</td><td>1281757 </td></tr>\n\t<tr><td> 985975.1</td><td>1282211 </td></tr>\n\t<tr><td> 986009.2</td><td>1281911 </td></tr>\n\t<tr><td> 990807.0</td><td>1282420 </td></tr>\n\t<tr><td> 990967.4</td><td>1280885 </td></tr>\n\t<tr><td> 994160.9</td><td>1281216 </td></tr>\n\t<tr><td> 994034.4</td><td>1282732 </td></tr>\n\t<tr><td>1000869.3</td><td>1283483 </td></tr>\n\t<tr><td>1001027.3</td><td>1281978 </td></tr>\n\t<tr><td>1010867.6</td><td>1283080 </td></tr>\n\t<tr><td>1010911.8</td><td>1282624 </td></tr>\n\t<tr><td>1011732.8</td><td>1282697 </td></tr>\n\t<tr><td>1011685.4</td><td>1283187 </td></tr>\n\t<tr><td>1012341.9</td><td>1283253 </td></tr>\n\t<tr><td>1008948.2</td><td>1268104 </td></tr>\n\t<tr><td>1002447.5</td><td>1267489 </td></tr>\n\t<tr><td>1003022.2</td><td>1262139 </td></tr>\n\t<tr><td> 988182.6</td><td>1260639 </td></tr>\n\t<tr><td> 988270.9</td><td>1259852 </td></tr>\n\t<tr><td> 972384.7</td><td>1258337 </td></tr>\n\t<tr><td> 970490.3</td><td>1265142 </td></tr>\n\t<tr><td> 966943.1</td><td>1277869 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1166451</td><td>1113371</td></tr>\n\t<tr><td>1182398</td><td>1100948</td></tr>\n\t<tr><td>1180196</td><td>1098103</td></tr>\n\t<tr><td>1188938</td><td>1091317</td></tr>\n\t<tr><td>1186211</td><td>1087765</td></tr>\n\t<tr><td>1188329</td><td>1086125</td></tr>\n\t<tr><td>1187876</td><td>1085510</td></tr>\n\t<tr><td>1188066</td><td>1085237</td></tr>\n\t<tr><td>1187099</td><td>1084458</td></tr>\n\t<tr><td>1185734</td><td>1082674</td></tr>\n\t<tr><td>1185168</td><td>1082837</td></tr>\n\t<tr><td>1184838</td><td>1082607</td></tr>\n\t<tr><td>1184758</td><td>1082201</td></tr>\n\t<tr><td>1183701</td><td>1082429</td></tr>\n\t<tr><td>1183793</td><td>1082775</td></tr>\n\t<tr><td>1184245</td><td>1082601</td></tr>\n\t<tr><td>1184153</td><td>1083030</td></tr>\n\t<tr><td>1184392</td><td>1083247</td></tr>\n\t<tr><td>1183401</td><td>1084088</td></tr>\n\t<tr><td>1182912</td><td>1084812</td></tr>\n\t<tr><td>1183248</td><td>1085205</td></tr>\n\t<tr><td>1182879</td><td>1085330</td></tr>\n\t<tr><td>1182742</td><td>1085023</td></tr>\n\t<tr><td>1182387</td><td>1085213</td></tr>\n\t<tr><td>1177966</td><td>1084709</td></tr>\n\t<tr><td>1178075</td><td>1083819</td></tr>\n\t<tr><td>1176298</td><td>1083611</td></tr>\n\t<tr><td>1176412</td><td>1082707</td></tr>\n\t<tr><td>1166535</td><td>1081505</td></tr>\n\t<tr><td>1166431</td><td>1082378</td></tr>\n\t<tr><td>1165561</td><td>1082274</td></tr>\n\t<tr><td>1165659</td><td>1081395</td></tr>\n\t<tr><td>1160313</td><td>1080702</td></tr>\n\t<tr><td>1158674</td><td>1094358</td></tr>\n\t<tr><td>1157834</td><td>1094248</td></tr>\n\t<tr><td>1157712</td><td>1095181</td></tr>\n\t<tr><td>1158577</td><td>1095427</td></tr>\n\t<tr><td>1158127</td><td>1098988</td></tr>\n\t<tr><td>1158036</td><td>1099527</td></tr>\n\t<tr><td>1157182</td><td>1099429</td></tr>\n\t<tr><td>1159849</td><td>1105147</td></tr>\n\t<tr><td>1164057</td><td>1113116</td></tr>\n\t<tr><td>1165161</td><td>1112158</td></tr>\n\t<tr><td>1165636</td><td>1112128</td></tr>\n\t<tr><td>1165842</td><td>1111873</td></tr>\n\t<tr><td>1166236</td><td>1111965</td></tr>\n\t<tr><td>1166228</td><td>1112969</td></tr>\n\t<tr><td>1166451</td><td>1113371</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1170570</td><td>1235709</td></tr>\n\t<tr><td>1171169</td><td>1233826</td></tr>\n\t<tr><td>1173045</td><td>1232959</td></tr>\n\t<tr><td>1173161</td><td>1232432</td></tr>\n\t<tr><td>1172733</td><td>1231986</td></tr>\n\t<tr><td>1172720</td><td>1231514</td></tr>\n\t<tr><td>1173757</td><td>1230662</td></tr>\n\t<tr><td>1174536</td><td>1229426</td></tr>\n\t<tr><td>1175194</td><td>1229102</td></tr>\n\t<tr><td>1175142</td><td>1226748</td></tr>\n\t<tr><td>1176663</td><td>1227649</td></tr>\n\t<tr><td>1177935</td><td>1227373</td></tr>\n\t<tr><td>1177753</td><td>1226788</td></tr>\n\t<tr><td>1177344</td><td>1226518</td></tr>\n\t<tr><td>1177468</td><td>1226236</td></tr>\n\t<tr><td>1177104</td><td>1225467</td></tr>\n\t<tr><td>1177297</td><td>1224909</td></tr>\n\t<tr><td>1178086</td><td>1225163</td></tr>\n\t<tr><td>1178186</td><td>1225931</td></tr>\n\t<tr><td>1178989</td><td>1226137</td></tr>\n\t<tr><td>1179448</td><td>1227043</td></tr>\n\t<tr><td>1180338</td><td>1226780</td></tr>\n\t<tr><td>1180434</td><td>1226110</td></tr>\n\t<tr><td>1180736</td><td>1225819</td></tr>\n\t<tr><td>1181416</td><td>1225777</td></tr>\n\t<tr><td>1181437</td><td>1225295</td></tr>\n\t<tr><td>1182313</td><td>1224586</td></tr>\n\t<tr><td>1182378</td><td>1223992</td></tr>\n\t<tr><td>1183059</td><td>1222926</td></tr>\n\t<tr><td>1185149</td><td>1221502</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1170882</td><td>1200514</td></tr>\n\t<tr><td>1170618</td><td>1200119</td></tr>\n\t<tr><td>1169731</td><td>1200548</td></tr>\n\t<tr><td>1169476</td><td>1200502</td></tr>\n\t<tr><td>1169567</td><td>1200228</td></tr>\n\t<tr><td>1169129</td><td>1200329</td></tr>\n\t<tr><td>1168250</td><td>1201185</td></tr>\n\t<tr><td>1167963</td><td>1200985</td></tr>\n\t<tr><td>1167406</td><td>1201087</td></tr>\n\t<tr><td>1167705</td><td>1200122</td></tr>\n\t<tr><td>1167571</td><td>1199881</td></tr>\n\t<tr><td>1167052</td><td>1200239</td></tr>\n\t<tr><td>1166544</td><td>1200078</td></tr>\n\t<tr><td>1166378</td><td>1200590</td></tr>\n\t<tr><td>1165888</td><td>1200451</td></tr>\n\t<tr><td>1165191</td><td>1200911</td></tr>\n\t<tr><td>1165072</td><td>1201416</td></tr>\n\t<tr><td>1163835</td><td>1200830</td></tr>\n\t<tr><td>1163403</td><td>1201157</td></tr>\n\t<tr><td>1163031</td><td>1200445</td></tr>\n\t<tr><td>1162439</td><td>1200136</td></tr>\n\t<tr><td>1161313</td><td>1200898</td></tr>\n\t<tr><td>1160971</td><td>1200630</td></tr>\n\t<tr><td>1160389</td><td>1200797</td></tr>\n\t<tr><td>1150824</td><td>1197976</td></tr>\n\t<tr><td>1148728</td><td>1218125</td></tr>\n\t<tr><td>1148661</td><td>1220586</td></tr>\n\t<tr><td>1148275</td><td>1222597</td></tr>\n\t<tr><td>1148060</td><td>1227191</td></tr>\n\t<tr><td>1170570</td><td>1235709</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1041820</td><td>1044222</td></tr>\n\t<tr><td>1043423</td><td>1027853</td></tr>\n\t<tr><td>1038886</td><td>1027436</td></tr>\n\t<tr><td>1032514</td><td>1026808</td></tr>\n\t<tr><td>1032606</td><td>1025933</td></tr>\n\t<tr><td>1030562</td><td>1025707</td></tr>\n\t<tr><td>1028167</td><td>1025473</td></tr>\n\t<tr><td>1028080</td><td>1026317</td></tr>\n\t<tr><td>1021758</td><td>1025746</td></tr>\n\t<tr><td>1021668</td><td>1025949</td></tr>\n\t<tr><td>1022405</td><td>1027468</td></tr>\n\t<tr><td>1022224</td><td>1029869</td></tr>\n\t<tr><td>1021811</td><td>1030741</td></tr>\n\t<tr><td>1022027</td><td>1031001</td></tr>\n\t<tr><td>1020945</td><td>1032245</td></tr>\n\t<tr><td>1021245</td><td>1033019</td></tr>\n\t<tr><td>1020817</td><td>1034271</td></tr>\n\t<tr><td>1021212</td><td>1034877</td></tr>\n\t<tr><td>1021713</td><td>1036627</td></tr>\n\t<tr><td>1020994</td><td>1038182</td></tr>\n\t<tr><td>1023028</td><td>1038707</td></tr>\n\t<tr><td>1022908</td><td>1039590</td></tr>\n\t<tr><td>1023270</td><td>1039901</td></tr>\n\t<tr><td>1022708</td><td>1040588</td></tr>\n\t<tr><td>1023639</td><td>1041312</td></tr>\n\t<tr><td>1023809</td><td>1042217</td></tr>\n\t<tr><td>1024483</td><td>1042699</td></tr>\n\t<tr><td>1024897</td><td>1043543</td></tr>\n\t<tr><td>1025545</td><td>1044088</td></tr>\n\t<tr><td>1024573</td><td>1046107</td></tr>\n\t<tr><td>1024858</td><td>1046510</td></tr>\n\t<tr><td>1026235</td><td>1047218</td></tr>\n\t<tr><td>1026347</td><td>1047803</td></tr>\n\t<tr><td>1025763</td><td>1048768</td></tr>\n\t<tr><td>1025884</td><td>1049926</td></tr>\n\t<tr><td>1026567</td><td>1050005</td></tr>\n\t<tr><td>1026652</td><td>1049257</td></tr>\n\t<tr><td>1028433</td><td>1049424</td></tr>\n\t<tr><td>1028539</td><td>1048416</td></tr>\n\t<tr><td>1031350</td><td>1048764</td></tr>\n\t<tr><td>1031258</td><td>1049640</td></tr>\n\t<tr><td>1032256</td><td>1049767</td></tr>\n\t<tr><td>1032348</td><td>1048892</td></tr>\n\t<tr><td>1036805</td><td>1049279</td></tr>\n\t<tr><td>1036877</td><td>1048389</td></tr>\n\t<tr><td>1035948</td><td>1048298</td></tr>\n\t<tr><td>1036106</td><td>1046525</td></tr>\n\t<tr><td>1037005</td><td>1046590</td></tr>\n\t<tr><td>1037080</td><td>1045663</td></tr>\n\t<tr><td>1038908</td><td>1045830</td></tr>\n\t<tr><td>1038977</td><td>1044931</td></tr>\n\t<tr><td>1040755</td><td>1045064</td></tr>\n\t<tr><td>1040859</td><td>1044131</td></tr>\n\t<tr><td>1041820</td><td>1044222</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1163301</td><td>1405900</td></tr>\n\t<tr><td>1163914</td><td>1405566</td></tr>\n\t<tr><td>1163859</td><td>1405223</td></tr>\n\t<tr><td>1164375</td><td>1404911</td></tr>\n\t<tr><td>1164013</td><td>1404657</td></tr>\n\t<tr><td>1164149</td><td>1404412</td></tr>\n\t<tr><td>1163758</td><td>1404128</td></tr>\n\t<tr><td>1163699</td><td>1403613</td></tr>\n\t<tr><td>1163355</td><td>1403690</td></tr>\n\t<tr><td>1163457</td><td>1403169</td></tr>\n\t<tr><td>1162985</td><td>1403053</td></tr>\n\t<tr><td>1163120</td><td>1402833</td></tr>\n\t<tr><td>1162728</td><td>1402167</td></tr>\n\t<tr><td>1162681</td><td>1401599</td></tr>\n\t<tr><td>1163307</td><td>1401269</td></tr>\n\t<tr><td>1162908</td><td>1401020</td></tr>\n\t<tr><td>1163587</td><td>1400271</td></tr>\n\t<tr><td>1162525</td><td>1400651</td></tr>\n\t<tr><td>1162353</td><td>1400464</td></tr>\n\t<tr><td>1162603</td><td>1400165</td></tr>\n\t<tr><td>1162371</td><td>1400009</td></tr>\n\t<tr><td>1163059</td><td>1399283</td></tr>\n\t<tr><td>1163469</td><td>1399371</td></tr>\n\t<tr><td>1164006</td><td>1398570</td></tr>\n\t<tr><td>1163470</td><td>1398641</td></tr>\n\t<tr><td>1163290</td><td>1398252</td></tr>\n\t<tr><td>1162551</td><td>1398777</td></tr>\n\t<tr><td>1162214</td><td>1398413</td></tr>\n\t<tr><td>1162382</td><td>1397888</td></tr>\n\t<tr><td>1161479</td><td>1397055</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1120649</td><td>1380048</td></tr>\n\t<tr><td>1119598</td><td>1379967</td></tr>\n\t<tr><td>1119095</td><td>1380183</td></tr>\n\t<tr><td>1118258</td><td>1379791</td></tr>\n\t<tr><td>1117373</td><td>1379980</td></tr>\n\t<tr><td>1117103</td><td>1379663</td></tr>\n\t<tr><td>1116378</td><td>1380390</td></tr>\n\t<tr><td>1115903</td><td>1382262</td></tr>\n\t<tr><td>1116231</td><td>1384345</td></tr>\n\t<tr><td>1116102</td><td>1385579</td></tr>\n\t<tr><td>1115885</td><td>1385765</td></tr>\n\t<tr><td>1116445</td><td>1386098</td></tr>\n\t<tr><td>1116854</td><td>1387031</td></tr>\n\t<tr><td>1116750</td><td>1387334</td></tr>\n\t<tr><td>1117591</td><td>1387545</td></tr>\n\t<tr><td>1118062</td><td>1387934</td></tr>\n\t<tr><td>1118165</td><td>1388466</td></tr>\n\t<tr><td>1117895</td><td>1389130</td></tr>\n\t<tr><td>1118142</td><td>1389625</td></tr>\n\t<tr><td>1118899</td><td>1389565</td></tr>\n\t<tr><td>1119149</td><td>1390225</td></tr>\n\t<tr><td>1120740</td><td>1390371</td></tr>\n\t<tr><td>1120973</td><td>1391289</td></tr>\n\t<tr><td>1120388</td><td>1391256</td></tr>\n\t<tr><td>1119976</td><td>1393054</td></tr>\n\t<tr><td>1121649</td><td>1393777</td></tr>\n\t<tr><td>1124771</td><td>1394604</td></tr>\n\t<tr><td>1123873</td><td>1399677</td></tr>\n\t<tr><td>1129795</td><td>1400549</td></tr>\n\t<tr><td>1163301</td><td>1405900</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1041820</td><td>1044222</td></tr>\n\t<tr><td>1050871</td><td>1045114</td></tr>\n\t<tr><td>1050780</td><td>1046104</td></tr>\n\t<tr><td>1051669</td><td>1046174</td></tr>\n\t<tr><td>1051783</td><td>1045215</td></tr>\n\t<tr><td>1062578</td><td>1046215</td></tr>\n\t<tr><td>1062447</td><td>1047172</td></tr>\n\t<tr><td>1063377</td><td>1047249</td></tr>\n\t<tr><td>1063481</td><td>1046347</td></tr>\n\t<tr><td>1065354</td><td>1046546</td></tr>\n\t<tr><td>1070595</td><td>1047161</td></tr>\n\t<tr><td>1072260</td><td>1030737</td></tr>\n\t<tr><td>1076000</td><td>1031033</td></tr>\n\t<tr><td>1075489</td><td>1029892</td></tr>\n\t<tr><td>1075535</td><td>1029428</td></tr>\n\t<tr><td>1076129</td><td>1028893</td></tr>\n\t<tr><td>1076614</td><td>1027079</td></tr>\n\t<tr><td>1077292</td><td>1026354</td></tr>\n\t<tr><td>1077503</td><td>1025560</td></tr>\n\t<tr><td>1078302</td><td>1024811</td></tr>\n\t<tr><td>1078723</td><td>1023139</td></tr>\n\t<tr><td>1079803</td><td>1021507</td></tr>\n\t<tr><td>1079901</td><td>1021005</td></tr>\n\t<tr><td>1079632</td><td>1020677</td></tr>\n\t<tr><td>1079762</td><td>1019961</td></tr>\n\t<tr><td>1079573</td><td>1019735</td></tr>\n\t<tr><td>1079909</td><td>1019149</td></tr>\n\t<tr><td>1079839</td><td>1018691</td></tr>\n\t<tr><td>1080209</td><td>1017572</td></tr>\n\t<tr><td>1079565</td><td>1014705</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1076621</td><td>1014338</td></tr>\n\t<tr><td>1076417</td><td>1016132</td></tr>\n\t<tr><td>1075820</td><td>1016070</td></tr>\n\t<tr><td>1075600</td><td>1016041</td></tr>\n\t<tr><td>1075825</td><td>1014248</td></tr>\n\t<tr><td>1074799</td><td>1014146</td></tr>\n\t<tr><td>1074607</td><td>1015946</td></tr>\n\t<tr><td>1073701</td><td>1015858</td></tr>\n\t<tr><td>1073814</td><td>1014802</td></tr>\n\t<tr><td>1072349</td><td>1014649</td></tr>\n\t<tr><td>1072250</td><td>1015696</td></tr>\n\t<tr><td>1070938</td><td>1015540</td></tr>\n\t<tr><td>1070862</td><td>1016161</td></tr>\n\t<tr><td>1069636</td><td>1016028</td></tr>\n\t<tr><td>1069685</td><td>1015391</td></tr>\n\t<tr><td>1069053</td><td>1015310</td></tr>\n\t<tr><td>1069270</td><td>1013346</td></tr>\n\t<tr><td>1054139</td><td>1011502</td></tr>\n\t<tr><td>1042469</td><td>1010007</td></tr>\n\t<tr><td>1041978</td><td>1014085</td></tr>\n\t<tr><td>1043026</td><td>1014193</td></tr>\n\t<tr><td>1042841</td><td>1016064</td></tr>\n\t<tr><td>1041937</td><td>1015956</td></tr>\n\t<tr><td>1041848</td><td>1016794</td></tr>\n\t<tr><td>1040981</td><td>1016699</td></tr>\n\t<tr><td>1040586</td><td>1020408</td></tr>\n\t<tr><td>1039654</td><td>1020297</td></tr>\n\t<tr><td>1038886</td><td>1027436</td></tr>\n\t<tr><td>1043423</td><td>1027853</td></tr>\n\t<tr><td>1041820</td><td>1044222</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1283950</td><td>1258672</td></tr>\n\t<tr><td>1284457</td><td>1258272</td></tr>\n\t<tr><td>1284503</td><td>1257963</td></tr>\n\t<tr><td>1285591</td><td>1257471</td></tr>\n\t<tr><td>1286183</td><td>1256564</td></tr>\n\t<tr><td>1286810</td><td>1256295</td></tr>\n\t<tr><td>1287446</td><td>1255407</td></tr>\n\t<tr><td>1288128</td><td>1254303</td></tr>\n\t<tr><td>1288399</td><td>1253133</td></tr>\n\t<tr><td>1288767</td><td>1252792</td></tr>\n\t<tr><td>1294266</td><td>1251273</td></tr>\n\t<tr><td>1296124</td><td>1248777</td></tr>\n\t<tr><td>1296011</td><td>1247839</td></tr>\n\t<tr><td>1294836</td><td>1247266</td></tr>\n\t<tr><td>1294654</td><td>1246800</td></tr>\n\t<tr><td>1295828</td><td>1246039</td></tr>\n\t<tr><td>1296809</td><td>1245917</td></tr>\n\t<tr><td>1296921</td><td>1245411</td></tr>\n\t<tr><td>1296399</td><td>1245088</td></tr>\n\t<tr><td>1295625</td><td>1245460</td></tr>\n\t<tr><td>1295112</td><td>1244769</td></tr>\n\t<tr><td>1293990</td><td>1244837</td></tr>\n\t<tr><td>1293774</td><td>1244542</td></tr>\n\t<tr><td>1293916</td><td>1244203</td></tr>\n\t<tr><td>1294836</td><td>1243682</td></tr>\n\t<tr><td>1295549</td><td>1241782</td></tr>\n\t<tr><td>1296197</td><td>1241208</td></tr>\n\t<tr><td>1295765</td><td>1240469</td></tr>\n\t<tr><td>1294871</td><td>1240829</td></tr>\n\t<tr><td>1294289</td><td>1240528</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1298275</td><td>1228337</td></tr>\n\t<tr><td>1297137</td><td>1227598</td></tr>\n\t<tr><td>1296008</td><td>1225940</td></tr>\n\t<tr><td>1293677</td><td>1224240</td></tr>\n\t<tr><td>1292646</td><td>1224171</td></tr>\n\t<tr><td>1290554</td><td>1224533</td></tr>\n\t<tr><td>1288912</td><td>1224107</td></tr>\n\t<tr><td>1285980</td><td>1224840</td></tr>\n\t<tr><td>1283133</td><td>1222951</td></tr>\n\t<tr><td>1282240</td><td>1223196</td></tr>\n\t<tr><td>1281581</td><td>1223998</td></tr>\n\t<tr><td>1279886</td><td>1224757</td></tr>\n\t<tr><td>1278696</td><td>1227479</td></tr>\n\t<tr><td>1277842</td><td>1227960</td></tr>\n\t<tr><td>1276885</td><td>1228051</td></tr>\n\t<tr><td>1276320</td><td>1228333</td></tr>\n\t<tr><td>1275645</td><td>1229258</td></tr>\n\t<tr><td>1274784</td><td>1229359</td></tr>\n\t<tr><td>1266564</td><td>1224805</td></tr>\n\t<tr><td>1265801</td><td>1224783</td></tr>\n\t<tr><td>1263778</td><td>1225456</td></tr>\n\t<tr><td>1263550</td><td>1226149</td></tr>\n\t<tr><td>1262847</td><td>1226931</td></tr>\n\t<tr><td>1262022</td><td>1227519</td></tr>\n\t<tr><td>1260995</td><td>1227748</td></tr>\n\t<tr><td>1260114</td><td>1228401</td></tr>\n\t<tr><td>1259081</td><td>1228744</td></tr>\n\t<tr><td>1257970</td><td>1228627</td></tr>\n\t<tr><td>1262745</td><td>1234091</td></tr>\n\t<tr><td>1283950</td><td>1258672</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1102028</td><td>1260848</td></tr>\n\t<tr><td>1108770</td><td>1256988</td></tr>\n\t<tr><td>1108775</td><td>1254477</td></tr>\n\t<tr><td>1109365</td><td>1253494</td></tr>\n\t<tr><td>1109023</td><td>1252977</td></tr>\n\t<tr><td>1108501</td><td>1253214</td></tr>\n\t<tr><td>1108309</td><td>1253044</td></tr>\n\t<tr><td>1109248</td><td>1250855</td></tr>\n\t<tr><td>1108781</td><td>1249861</td></tr>\n\t<tr><td>1109025</td><td>1249115</td></tr>\n\t<tr><td>1108596</td><td>1246515</td></tr>\n\t<tr><td>1102572</td><td>1235854</td></tr>\n\t<tr><td>1103198</td><td>1235914</td></tr>\n\t<tr><td>1103336</td><td>1234969</td></tr>\n\t<tr><td>1102661</td><td>1234893</td></tr>\n\t<tr><td>1102554</td><td>1235813</td></tr>\n\t<tr><td>1100022</td><td>1231334</td></tr>\n\t<tr><td>1099745</td><td>1231771</td></tr>\n\t<tr><td>1098942</td><td>1231206</td></tr>\n\t<tr><td>1098911</td><td>1231650</td></tr>\n\t<tr><td>1099362</td><td>1231720</td></tr>\n\t<tr><td>1099232</td><td>1232289</td></tr>\n\t<tr><td>1099463</td><td>1232650</td></tr>\n\t<tr><td>1099020</td><td>1233040</td></tr>\n\t<tr><td>1098431</td><td>1232711</td></tr>\n\t<tr><td>1097760</td><td>1233664</td></tr>\n\t<tr><td>1097409</td><td>1233321</td></tr>\n\t<tr><td>1096074</td><td>1234140</td></tr>\n\t<tr><td>1095493</td><td>1233889</td></tr>\n\t<tr><td>1093565</td><td>1235067</td></tr>\n\t<tr><td>1092933</td><td>1234908</td></tr>\n\t<tr><td>1092380</td><td>1234315</td></tr>\n\t<tr><td>1091579</td><td>1234542</td></tr>\n\t<tr><td>1090738</td><td>1235472</td></tr>\n\t<tr><td>1090500</td><td>1236185</td></tr>\n\t<tr><td>1089529</td><td>1236818</td></tr>\n\t<tr><td>1089008</td><td>1237934</td></tr>\n\t<tr><td>1086984</td><td>1240450</td></tr>\n\t<tr><td>1086033</td><td>1241153</td></tr>\n\t<tr><td>1086171</td><td>1241531</td></tr>\n\t<tr><td>1085518</td><td>1242969</td></tr>\n\t<tr><td>1086825</td><td>1243132</td></tr>\n\t<tr><td>1086710</td><td>1242566</td></tr>\n\t<tr><td>1087774</td><td>1242373</td></tr>\n\t<tr><td>1087899</td><td>1243086</td></tr>\n\t<tr><td>1088211</td><td>1243261</td></tr>\n\t<tr><td>1088726</td><td>1242560</td></tr>\n\t<tr><td>1089417</td><td>1242376</td></tr>\n\t<tr><td>1089869</td><td>1242545</td></tr>\n\t<tr><td>1089746</td><td>1241899</td></tr>\n\t<tr><td>1090785</td><td>1241985</td></tr>\n\t<tr><td>1090964</td><td>1241512</td></tr>\n\t<tr><td>1092201</td><td>1240761</td></tr>\n\t<tr><td>1092233</td><td>1240286</td></tr>\n\t<tr><td>1096077</td><td>1253382</td></tr>\n\t<tr><td>1098712</td><td>1256665</td></tr>\n\t<tr><td>1102028</td><td>1260848</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1096637</td><td>1101085</td></tr>\n\t<tr><td>1097560</td><td>1092674</td></tr>\n\t<tr><td>1100986</td><td>1092976</td></tr>\n\t<tr><td>1101781</td><td>1085896</td></tr>\n\t<tr><td>1105382</td><td>1086183</td></tr>\n\t<tr><td>1106188</td><td>1078285</td></tr>\n\t<tr><td>1099004</td><td>1077465</td></tr>\n\t<tr><td>1098927</td><td>1078231</td></tr>\n\t<tr><td>1098069</td><td>1078135</td></tr>\n\t<tr><td>1098137</td><td>1077369</td></tr>\n\t<tr><td>1097205</td><td>1077253</td></tr>\n\t<tr><td>1097143</td><td>1077751</td></tr>\n\t<tr><td>1083109</td><td>1076303</td></tr>\n\t<tr><td>1083019</td><td>1077190</td></tr>\n\t<tr><td>1083903</td><td>1077310</td></tr>\n\t<tr><td>1083708</td><td>1079247</td></tr>\n\t<tr><td>1082756</td><td>1079423</td></tr>\n\t<tr><td>1082291</td><td>1083603</td></tr>\n\t<tr><td>1084064</td><td>1083786</td></tr>\n\t<tr><td>1083313</td><td>1090162</td></tr>\n\t<tr><td>1083017</td><td>1090128</td></tr>\n\t<tr><td>1082905</td><td>1091020</td></tr>\n\t<tr><td>1085082</td><td>1091276</td></tr>\n\t<tr><td>1083274</td><td>1104153</td></tr>\n\t<tr><td>1084218</td><td>1104292</td></tr>\n\t<tr><td>1084058</td><td>1105822</td></tr>\n\t<tr><td>1085860</td><td>1106044</td></tr>\n\t<tr><td>1086199</td><td>1102671</td></tr>\n\t<tr><td>1087127</td><td>1102796</td></tr>\n\t<tr><td>1087309</td><td>1101392</td></tr>\n\t<tr><td>1088203</td><td>1101491</td></tr>\n\t<tr><td>1088009</td><td>1102905</td></tr>\n\t<tr><td>1089902</td><td>1103150</td></tr>\n\t<tr><td>1090203</td><td>1100333</td></tr>\n\t<tr><td>1096637</td><td>1101085</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1318306</td><td>1192060</td></tr>\n\t<tr><td>1336758</td><td>1210254</td></tr>\n\t<tr><td>1337146</td><td>1209582</td></tr>\n\t<tr><td>1338005</td><td>1209898</td></tr>\n\t<tr><td>1338154</td><td>1209338</td></tr>\n\t<tr><td>1338760</td><td>1208887</td></tr>\n\t<tr><td>1339866</td><td>1208713</td></tr>\n\t<tr><td>1339881</td><td>1208345</td></tr>\n\t<tr><td>1339225</td><td>1208096</td></tr>\n\t<tr><td>1339541</td><td>1207878</td></tr>\n\t<tr><td>1340066</td><td>1208004</td></tr>\n\t<tr><td>1340318</td><td>1207622</td></tr>\n\t<tr><td>1340213</td><td>1206793</td></tr>\n\t<tr><td>1340722</td><td>1207542</td></tr>\n\t<tr><td>1341989</td><td>1206872</td></tr>\n\t<tr><td>1341270</td><td>1206068</td></tr>\n\t<tr><td>1342214</td><td>1205691</td></tr>\n\t<tr><td>1341873</td><td>1204779</td></tr>\n\t<tr><td>1342209</td><td>1203564</td></tr>\n\t<tr><td>1342015</td><td>1201929</td></tr>\n\t<tr><td>1341873</td><td>1201696</td></tr>\n\t<tr><td>1341525</td><td>1201716</td></tr>\n\t<tr><td>1341177</td><td>1202260</td></tr>\n\t<tr><td>1340963</td><td>1202242</td></tr>\n\t<tr><td>1341174</td><td>1200958</td></tr>\n\t<tr><td>1341384</td><td>1200451</td></tr>\n\t<tr><td>1342353</td><td>1199746</td></tr>\n\t<tr><td>1342243</td><td>1198641</td></tr>\n\t<tr><td>1344240</td><td>1197418</td></tr>\n\t<tr><td>1343924</td><td>1196761</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1325575</td><td>1157293</td></tr>\n\t<tr><td>1325252</td><td>1158003</td></tr>\n\t<tr><td>1325069</td><td>1157803</td></tr>\n\t<tr><td>1324657</td><td>1158033</td></tr>\n\t<tr><td>1324619</td><td>1158355</td></tr>\n\t<tr><td>1324067</td><td>1158290</td></tr>\n\t<tr><td>1324031</td><td>1158083</td></tr>\n\t<tr><td>1323024</td><td>1158937</td></tr>\n\t<tr><td>1322683</td><td>1158668</td></tr>\n\t<tr><td>1321692</td><td>1159401</td></tr>\n\t<tr><td>1321707</td><td>1159958</td></tr>\n\t<tr><td>1321142</td><td>1160153</td></tr>\n\t<tr><td>1320744</td><td>1160709</td></tr>\n\t<tr><td>1320300</td><td>1160490</td></tr>\n\t<tr><td>1319840</td><td>1160775</td></tr>\n\t<tr><td>1320123</td><td>1160996</td></tr>\n\t<tr><td>1319531</td><td>1161605</td></tr>\n\t<tr><td>1319784</td><td>1161963</td></tr>\n\t<tr><td>1319388</td><td>1162322</td></tr>\n\t<tr><td>1319103</td><td>1162248</td></tr>\n\t<tr><td>1318723</td><td>1162576</td></tr>\n\t<tr><td>1317934</td><td>1162354</td></tr>\n\t<tr><td>1316888</td><td>1162962</td></tr>\n\t<tr><td>1316107</td><td>1162718</td></tr>\n\t<tr><td>1315860</td><td>1162339</td></tr>\n\t<tr><td>1314739</td><td>1162592</td></tr>\n\t<tr><td>1314522</td><td>1162965</td></tr>\n\t<tr><td>1313326</td><td>1163524</td></tr>\n\t<tr><td>1312852</td><td>1165469</td></tr>\n\t<tr><td>1318306</td><td>1192060</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1051408 </td><td>949867.4</td></tr>\n\t<tr><td>1069550 </td><td>951629.1</td></tr>\n\t<tr><td>1069728 </td><td>949510.6</td></tr>\n\t<tr><td>1068722 </td><td>949391.8</td></tr>\n\t<tr><td>1068839 </td><td>948382.9</td></tr>\n\t<tr><td>1067836 </td><td>948284.8</td></tr>\n\t<tr><td>1069597 </td><td>931028.5</td></tr>\n\t<tr><td>1068557 </td><td>930918.8</td></tr>\n\t<tr><td>1068675 </td><td>929928.7</td></tr>\n\t<tr><td>1068431 </td><td>929901.8</td></tr>\n\t<tr><td>1068699 </td><td>926141.1</td></tr>\n\t<tr><td>1069000 </td><td>925550.0</td></tr>\n\t<tr><td>1068627 </td><td>925449.7</td></tr>\n\t<tr><td>1068690 </td><td>925087.6</td></tr>\n\t<tr><td>1068228 </td><td>924439.7</td></tr>\n\t<tr><td>1067850 </td><td>924383.5</td></tr>\n\t<tr><td>1067620 </td><td>923897.3</td></tr>\n\t<tr><td>1067762 </td><td>923343.3</td></tr>\n\t<tr><td>1067344 </td><td>923058.6</td></tr>\n\t<tr><td>1067679 </td><td>921284.8</td></tr>\n\t<tr><td>1066422 </td><td>921270.3</td></tr>\n\t<tr><td>1065993 </td><td>920671.0</td></tr>\n\t<tr><td>1065937 </td><td>919925.5</td></tr>\n\t<tr><td>1065460 </td><td>918917.8</td></tr>\n\t<tr><td>1065058 </td><td>919071.7</td></tr>\n\t<tr><td>1064799 </td><td>918895.5</td></tr>\n\t<tr><td>1064832 </td><td>918619.5</td></tr>\n\t<tr><td>1064110 </td><td>918310.5</td></tr>\n\t<tr><td>1063548 </td><td>918423.0</td></tr>\n\t<tr><td>1063088 </td><td>918077.8</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1054524 </td><td>918817.5</td></tr>\n\t<tr><td>1054308 </td><td>920258.3</td></tr>\n\t<tr><td>1053240 </td><td>921901.8</td></tr>\n\t<tr><td>1053259 </td><td>923471.0</td></tr>\n\t<tr><td>1053519 </td><td>923882.0</td></tr>\n\t<tr><td>1054010 </td><td>924029.0</td></tr>\n\t<tr><td>1054077 </td><td>924439.9</td></tr>\n\t<tr><td>1052897 </td><td>925902.5</td></tr>\n\t<tr><td>1052833 </td><td>926208.3</td></tr>\n\t<tr><td>1053163 </td><td>926750.6</td></tr>\n\t<tr><td>1052346 </td><td>927584.1</td></tr>\n\t<tr><td>1052715 </td><td>928858.6</td></tr>\n\t<tr><td>1051885 </td><td>929310.1</td></tr>\n\t<tr><td>1050351 </td><td>931268.9</td></tr>\n\t<tr><td>1049222 </td><td>932223.2</td></tr>\n\t<tr><td>1048674 </td><td>933379.3</td></tr>\n\t<tr><td>1047445 </td><td>933975.0</td></tr>\n\t<tr><td>1047387 </td><td>936934.9</td></tr>\n\t<tr><td>1046863 </td><td>937568.0</td></tr>\n\t<tr><td>1045387 </td><td>937810.5</td></tr>\n\t<tr><td>1044852 </td><td>938142.3</td></tr>\n\t<tr><td>1044777 </td><td>941041.9</td></tr>\n\t<tr><td>1044886 </td><td>942528.2</td></tr>\n\t<tr><td>1044333 </td><td>943061.3</td></tr>\n\t<tr><td>1043704 </td><td>944465.9</td></tr>\n\t<tr><td>1043633 </td><td>945765.9</td></tr>\n\t<tr><td>1043245 </td><td>946782.9</td></tr>\n\t<tr><td>1042533 </td><td>947339.2</td></tr>\n\t<tr><td>1041340 </td><td>949022.6</td></tr>\n\t<tr><td>1051408 </td><td>949867.4</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1070915</td><td>1208149</td></tr>\n\t<tr><td>1073991</td><td>1208540</td></tr>\n\t<tr><td>1083830</td><td>1209747</td></tr>\n\t<tr><td>1084058</td><td>1207919</td></tr>\n\t<tr><td>1092922</td><td>1208980</td></tr>\n\t<tr><td>1093220</td><td>1206461</td></tr>\n\t<tr><td>1093738</td><td>1206923</td></tr>\n\t<tr><td>1093670</td><td>1206610</td></tr>\n\t<tr><td>1094236</td><td>1206581</td></tr>\n\t<tr><td>1094382</td><td>1206161</td></tr>\n\t<tr><td>1094773</td><td>1206099</td></tr>\n\t<tr><td>1094862</td><td>1205634</td></tr>\n\t<tr><td>1095129</td><td>1205512</td></tr>\n\t<tr><td>1095893</td><td>1205349</td></tr>\n\t<tr><td>1096379</td><td>1205654</td></tr>\n\t<tr><td>1096901</td><td>1205213</td></tr>\n\t<tr><td>1097280</td><td>1205639</td></tr>\n\t<tr><td>1097861</td><td>1205383</td></tr>\n\t<tr><td>1099281</td><td>1204160</td></tr>\n\t<tr><td>1096651</td><td>1200109</td></tr>\n\t<tr><td>1096692</td><td>1199675</td></tr>\n\t<tr><td>1097119</td><td>1199722</td></tr>\n\t<tr><td>1097177</td><td>1199243</td></tr>\n\t<tr><td>1096699</td><td>1199193</td></tr>\n\t<tr><td>1097238</td><td>1194569</td></tr>\n\t<tr><td>1097556</td><td>1191879</td></tr>\n\t<tr><td>1088323</td><td>1190818</td></tr>\n\t<tr><td>1087910</td><td>1191839</td></tr>\n\t<tr><td>1086002</td><td>1191594</td></tr>\n\t<tr><td>1074446</td><td>1190251</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1061534</td><td>1194093</td></tr>\n\t<tr><td>1061260</td><td>1194858</td></tr>\n\t<tr><td>1061342</td><td>1195293</td></tr>\n\t<tr><td>1061832</td><td>1195674</td></tr>\n\t<tr><td>1062209</td><td>1195559</td></tr>\n\t<tr><td>1062153</td><td>1196383</td></tr>\n\t<tr><td>1068113</td><td>1196999</td></tr>\n\t<tr><td>1068045</td><td>1199174</td></tr>\n\t<tr><td>1068255</td><td>1199187</td></tr>\n\t<tr><td>1068620</td><td>1200437</td></tr>\n\t<tr><td>1068968</td><td>1200603</td></tr>\n\t<tr><td>1068872</td><td>1201284</td></tr>\n\t<tr><td>1069400</td><td>1201205</td></tr>\n\t<tr><td>1069419</td><td>1201446</td></tr>\n\t<tr><td>1069853</td><td>1201456</td></tr>\n\t<tr><td>1069791</td><td>1201932</td></tr>\n\t<tr><td>1070211</td><td>1202761</td></tr>\n\t<tr><td>1070803</td><td>1202414</td></tr>\n\t<tr><td>1071092</td><td>1203165</td></tr>\n\t<tr><td>1070938</td><td>1204146</td></tr>\n\t<tr><td>1071351</td><td>1204016</td></tr>\n\t<tr><td>1071721</td><td>1204522</td></tr>\n\t<tr><td>1071543</td><td>1205396</td></tr>\n\t<tr><td>1070942</td><td>1206090</td></tr>\n\t<tr><td>1071046</td><td>1206677</td></tr>\n\t<tr><td>1071306</td><td>1206647</td></tr>\n\t<tr><td>1071268</td><td>1206895</td></tr>\n\t<tr><td>1071492</td><td>1206673</td></tr>\n\t<tr><td>1071566</td><td>1206813</td></tr>\n\t<tr><td>1070915</td><td>1208149</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1147349</td><td>1368321</td></tr>\n\t<tr><td>1147027</td><td>1367817</td></tr>\n\t<tr><td>1147249</td><td>1367601</td></tr>\n\t<tr><td>1148281</td><td>1367785</td></tr>\n\t<tr><td>1149219</td><td>1367328</td></tr>\n\t<tr><td>1149591</td><td>1366626</td></tr>\n\t<tr><td>1150647</td><td>1366796</td></tr>\n\t<tr><td>1151907</td><td>1365242</td></tr>\n\t<tr><td>1153103</td><td>1364805</td></tr>\n\t<tr><td>1154003</td><td>1364125</td></tr>\n\t<tr><td>1155712</td><td>1363769</td></tr>\n\t<tr><td>1156526</td><td>1362772</td></tr>\n\t<tr><td>1157085</td><td>1362578</td></tr>\n\t<tr><td>1156937</td><td>1361824</td></tr>\n\t<tr><td>1158007</td><td>1361246</td></tr>\n\t<tr><td>1158968</td><td>1361136</td></tr>\n\t<tr><td>1159475</td><td>1361378</td></tr>\n\t<tr><td>1160634</td><td>1361376</td></tr>\n\t<tr><td>1161212</td><td>1361172</td></tr>\n\t<tr><td>1161354</td><td>1360740</td></tr>\n\t<tr><td>1162341</td><td>1361313</td></tr>\n\t<tr><td>1163473</td><td>1361558</td></tr>\n\t<tr><td>1164705</td><td>1361217</td></tr>\n\t<tr><td>1164680</td><td>1360785</td></tr>\n\t<tr><td>1164254</td><td>1360885</td></tr>\n\t<tr><td>1163753</td><td>1360580</td></tr>\n\t<tr><td>1163913</td><td>1359879</td></tr>\n\t<tr><td>1165392</td><td>1359606</td></tr>\n\t<tr><td>1165129</td><td>1358566</td></tr>\n\t<tr><td>1166643</td><td>1358106</td></tr>\n\t<tr><td>1167022</td><td>1357548</td></tr>\n\t<tr><td>1167116</td><td>1356861</td></tr>\n\t<tr><td>1167736</td><td>1356686</td></tr>\n\t<tr><td>1168258</td><td>1357039</td></tr>\n\t<tr><td>1168672</td><td>1356885</td></tr>\n\t<tr><td>1168727</td><td>1356123</td></tr>\n\t<tr><td>1169793</td><td>1355833</td></tr>\n\t<tr><td>1170182</td><td>1355075</td></tr>\n\t<tr><td>1170680</td><td>1354906</td></tr>\n\t<tr><td>1170770</td><td>1354532</td></tr>\n\t<tr><td>1164967</td><td>1347001</td></tr>\n\t<tr><td>1147360</td><td>1343862</td></tr>\n\t<tr><td>1145286</td><td>1342533</td></tr>\n\t<tr><td>1143758</td><td>1343146</td></tr>\n\t<tr><td>1139429</td><td>1344047</td></tr>\n\t<tr><td>1145098</td><td>1366699</td></tr>\n\t<tr><td>1147349</td><td>1368321</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1060919</td><td>1081093</td></tr>\n\t<tr><td>1061811</td><td>1081211</td></tr>\n\t<tr><td>1061915</td><td>1080348</td></tr>\n\t<tr><td>1062751</td><td>1080460</td></tr>\n\t<tr><td>1063296</td><td>1075922</td></tr>\n\t<tr><td>1064156</td><td>1076003</td></tr>\n\t<tr><td>1064239</td><td>1075149</td></tr>\n\t<tr><td>1063398</td><td>1075070</td></tr>\n\t<tr><td>1063421</td><td>1073232</td></tr>\n\t<tr><td>1062563</td><td>1073129</td></tr>\n\t<tr><td>1062692</td><td>1072213</td></tr>\n\t<tr><td>1063540</td><td>1072314</td></tr>\n\t<tr><td>1064951</td><td>1059594</td></tr>\n\t<tr><td>1064978</td><td>1058682</td></tr>\n\t<tr><td>1064079</td><td>1058529</td></tr>\n\t<tr><td>1064565</td><td>1053638</td></tr>\n\t<tr><td>1065534</td><td>1053750</td></tr>\n\t<tr><td>1065614</td><td>1052939</td></tr>\n\t<tr><td>1064660</td><td>1052832</td></tr>\n\t<tr><td>1064772</td><td>1052013</td></tr>\n\t<tr><td>1065698</td><td>1052132</td></tr>\n\t<tr><td>1065785</td><td>1051220</td></tr>\n\t<tr><td>1064883</td><td>1051116</td></tr>\n\t<tr><td>1065354</td><td>1046546</td></tr>\n\t<tr><td>1063481</td><td>1046347</td></tr>\n\t<tr><td>1063377</td><td>1047249</td></tr>\n\t<tr><td>1062447</td><td>1047172</td></tr>\n\t<tr><td>1062578</td><td>1046215</td></tr>\n\t<tr><td>1051783</td><td>1045215</td></tr>\n\t<tr><td>1051669</td><td>1046174</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1026872</td><td>1052155</td></tr>\n\t<tr><td>1026780</td><td>1053045</td></tr>\n\t<tr><td>1027315</td><td>1053439</td></tr>\n\t<tr><td>1026350</td><td>1054462</td></tr>\n\t<tr><td>1026693</td><td>1054965</td></tr>\n\t<tr><td>1026061</td><td>1056093</td></tr>\n\t<tr><td>1026113</td><td>1057939</td></tr>\n\t<tr><td>1026149</td><td>1059911</td></tr>\n\t<tr><td>1026873</td><td>1060582</td></tr>\n\t<tr><td>1025822</td><td>1062593</td></tr>\n\t<tr><td>1024726</td><td>1065744</td></tr>\n\t<tr><td>1026053</td><td>1066985</td></tr>\n\t<tr><td>1028781</td><td>1071424</td></tr>\n\t<tr><td>1033013</td><td>1073639</td></tr>\n\t<tr><td>1033162</td><td>1073982</td></tr>\n\t<tr><td>1032829</td><td>1074482</td></tr>\n\t<tr><td>1031917</td><td>1074375</td></tr>\n\t<tr><td>1031322</td><td>1074777</td></tr>\n\t<tr><td>1031317</td><td>1075147</td></tr>\n\t<tr><td>1031838</td><td>1075948</td></tr>\n\t<tr><td>1032300</td><td>1076193</td></tr>\n\t<tr><td>1033139</td><td>1076123</td></tr>\n\t<tr><td>1035844</td><td>1076573</td></tr>\n\t<tr><td>1036441</td><td>1077283</td></tr>\n\t<tr><td>1036352</td><td>1077957</td></tr>\n\t<tr><td>1046512</td><td>1079153</td></tr>\n\t<tr><td>1046631</td><td>1078067</td></tr>\n\t<tr><td>1047704</td><td>1078182</td></tr>\n\t<tr><td>1047574</td><td>1079278</td></tr>\n\t<tr><td>1060919</td><td>1081093</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1120513</td><td>1081502</td></tr>\n\t<tr><td>1120703</td><td>1081229</td></tr>\n\t<tr><td>1120508</td><td>1080509</td></tr>\n\t<tr><td>1120233</td><td>1080310</td></tr>\n\t<tr><td>1120438</td><td>1079676</td></tr>\n\t<tr><td>1120279</td><td>1079414</td></tr>\n\t<tr><td>1121471</td><td>1078329</td></tr>\n\t<tr><td>1121657</td><td>1077720</td></tr>\n\t<tr><td>1122189</td><td>1077326</td></tr>\n\t<tr><td>1122828</td><td>1077278</td></tr>\n\t<tr><td>1122614</td><td>1076598</td></tr>\n\t<tr><td>1122726</td><td>1075938</td></tr>\n\t<tr><td>1123101</td><td>1075896</td></tr>\n\t<tr><td>1123827</td><td>1075246</td></tr>\n\t<tr><td>1124217</td><td>1075393</td></tr>\n\t<tr><td>1123878</td><td>1074624</td></tr>\n\t<tr><td>1124349</td><td>1074082</td></tr>\n\t<tr><td>1125098</td><td>1074231</td></tr>\n\t<tr><td>1125085</td><td>1073582</td></tr>\n\t<tr><td>1125452</td><td>1073754</td></tr>\n\t<tr><td>1125612</td><td>1073460</td></tr>\n\t<tr><td>1126170</td><td>1073670</td></tr>\n\t<tr><td>1126534</td><td>1073425</td></tr>\n\t<tr><td>1125697</td><td>1070987</td></tr>\n\t<tr><td>1126744</td><td>1070174</td></tr>\n\t<tr><td>1126764</td><td>1068011</td></tr>\n\t<tr><td>1127143</td><td>1067945</td></tr>\n\t<tr><td>1127805</td><td>1068382</td></tr>\n\t<tr><td>1128030</td><td>1068029</td></tr>\n\t<tr><td>1127829</td><td>1067556</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1089367</td><td>1050046</td></tr>\n\t<tr><td>1088753</td><td>1051024</td></tr>\n\t<tr><td>1088209</td><td>1051266</td></tr>\n\t<tr><td>1087925</td><td>1051126</td></tr>\n\t<tr><td>1086106</td><td>1052572</td></tr>\n\t<tr><td>1085846</td><td>1052535</td></tr>\n\t<tr><td>1085242</td><td>1053397</td></tr>\n\t<tr><td>1084932</td><td>1053367</td></tr>\n\t<tr><td>1084529</td><td>1054168</td></tr>\n\t<tr><td>1083726</td><td>1062435</td></tr>\n\t<tr><td>1084530</td><td>1062522</td></tr>\n\t<tr><td>1083452</td><td>1072730</td></tr>\n\t<tr><td>1083109</td><td>1076303</td></tr>\n\t<tr><td>1097143</td><td>1077751</td></tr>\n\t<tr><td>1097205</td><td>1077253</td></tr>\n\t<tr><td>1098137</td><td>1077369</td></tr>\n\t<tr><td>1098069</td><td>1078135</td></tr>\n\t<tr><td>1098927</td><td>1078231</td></tr>\n\t<tr><td>1099004</td><td>1077465</td></tr>\n\t<tr><td>1106188</td><td>1078285</td></tr>\n\t<tr><td>1105382</td><td>1086183</td></tr>\n\t<tr><td>1109831</td><td>1086546</td></tr>\n\t<tr><td>1110359</td><td>1081860</td></tr>\n\t<tr><td>1110997</td><td>1082385</td></tr>\n\t<tr><td>1114538</td><td>1083092</td></tr>\n\t<tr><td>1116054</td><td>1082385</td></tr>\n\t<tr><td>1118329</td><td>1082795</td></tr>\n\t<tr><td>1118873</td><td>1082567</td></tr>\n\t<tr><td>1119283</td><td>1081834</td></tr>\n\t<tr><td>1120513</td><td>1081502</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1066341</td><td>1154647</td></tr>\n\t<tr><td>1067170</td><td>1154947</td></tr>\n\t<tr><td>1069269</td><td>1154449</td></tr>\n\t<tr><td>1069382</td><td>1153969</td></tr>\n\t<tr><td>1068240</td><td>1152687</td></tr>\n\t<tr><td>1068227</td><td>1152079</td></tr>\n\t<tr><td>1068939</td><td>1151643</td></tr>\n\t<tr><td>1069498</td><td>1152140</td></tr>\n\t<tr><td>1070383</td><td>1151904</td></tr>\n\t<tr><td>1071329</td><td>1150697</td></tr>\n\t<tr><td>1071698</td><td>1149327</td></tr>\n\t<tr><td>1072512</td><td>1149018</td></tr>\n\t<tr><td>1073030</td><td>1149102</td></tr>\n\t<tr><td>1073790</td><td>1150706</td></tr>\n\t<tr><td>1074836</td><td>1150851</td></tr>\n\t<tr><td>1075473</td><td>1150449</td></tr>\n\t<tr><td>1076188</td><td>1149626</td></tr>\n\t<tr><td>1076224</td><td>1149127</td></tr>\n\t<tr><td>1076939</td><td>1148551</td></tr>\n\t<tr><td>1076882</td><td>1148166</td></tr>\n\t<tr><td>1077530</td><td>1147475</td></tr>\n\t<tr><td>1078327</td><td>1145451</td></tr>\n\t<tr><td>1078762</td><td>1145437</td></tr>\n\t<tr><td>1079201</td><td>1144808</td></tr>\n\t<tr><td>1080445</td><td>1144500</td></tr>\n\t<tr><td>1081032</td><td>1144796</td></tr>\n\t<tr><td>1081784</td><td>1144371</td></tr>\n\t<tr><td>1081510</td><td>1145351</td></tr>\n\t<tr><td>1081973</td><td>1145481</td></tr>\n\t<tr><td>1082747</td><td>1144742</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1057074</td><td>1113861</td></tr>\n\t<tr><td>1056362</td><td>1113649</td></tr>\n\t<tr><td>1055337</td><td>1112547</td></tr>\n\t<tr><td>1054704</td><td>1112659</td></tr>\n\t<tr><td>1053822</td><td>1112345</td></tr>\n\t<tr><td>1055114</td><td>1114176</td></tr>\n\t<tr><td>1054883</td><td>1115414</td></tr>\n\t<tr><td>1055159</td><td>1115782</td></tr>\n\t<tr><td>1055194</td><td>1116763</td></tr>\n\t<tr><td>1055732</td><td>1117652</td></tr>\n\t<tr><td>1053214</td><td>1117323</td></tr>\n\t<tr><td>1052950</td><td>1119566</td></tr>\n\t<tr><td>1051628</td><td>1130878</td></tr>\n\t<tr><td>1050804</td><td>1130795</td></tr>\n\t<tr><td>1050619</td><td>1132187</td></tr>\n\t<tr><td>1050626</td><td>1132406</td></tr>\n\t<tr><td>1050918</td><td>1132463</td></tr>\n\t<tr><td>1050837</td><td>1133276</td></tr>\n\t<tr><td>1051416</td><td>1133330</td></tr>\n\t<tr><td>1051240</td><td>1134942</td></tr>\n\t<tr><td>1052197</td><td>1135069</td></tr>\n\t<tr><td>1052097</td><td>1135911</td></tr>\n\t<tr><td>1051619</td><td>1135855</td></tr>\n\t<tr><td>1051520</td><td>1136786</td></tr>\n\t<tr><td>1051044</td><td>1136735</td></tr>\n\t<tr><td>1049902</td><td>1146777</td></tr>\n\t<tr><td>1048951</td><td>1148376</td></tr>\n\t<tr><td>1060941</td><td>1149878</td></tr>\n\t<tr><td>1066383</td><td>1154164</td></tr>\n\t<tr><td>1066341</td><td>1154647</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1196994</td><td>1267483</td></tr>\n\t<tr><td>1203743</td><td>1257311</td></tr>\n\t<tr><td>1205056</td><td>1255911</td></tr>\n\t<tr><td>1205577</td><td>1256192</td></tr>\n\t<tr><td>1204894</td><td>1256539</td></tr>\n\t<tr><td>1205365</td><td>1257140</td></tr>\n\t<tr><td>1205070</td><td>1257629</td></tr>\n\t<tr><td>1205667</td><td>1258432</td></tr>\n\t<tr><td>1207464</td><td>1258357</td></tr>\n\t<tr><td>1208877</td><td>1259851</td></tr>\n\t<tr><td>1209432</td><td>1259779</td></tr>\n\t<tr><td>1209795</td><td>1260395</td></tr>\n\t<tr><td>1210314</td><td>1260308</td></tr>\n\t<tr><td>1210593</td><td>1260623</td></tr>\n\t<tr><td>1211445</td><td>1259809</td></tr>\n\t<tr><td>1215818</td><td>1257582</td></tr>\n\t<tr><td>1216437</td><td>1257018</td></tr>\n\t<tr><td>1216629</td><td>1257305</td></tr>\n\t<tr><td>1217005</td><td>1257337</td></tr>\n\t<tr><td>1217472</td><td>1256589</td></tr>\n\t<tr><td>1217826</td><td>1256967</td></tr>\n\t<tr><td>1219303</td><td>1257010</td></tr>\n\t<tr><td>1219794</td><td>1257371</td></tr>\n\t<tr><td>1220155</td><td>1256471</td></tr>\n\t<tr><td>1220826</td><td>1257103</td></tr>\n\t<tr><td>1220794</td><td>1257791</td></tr>\n\t<tr><td>1221386</td><td>1257482</td></tr>\n\t<tr><td>1221387</td><td>1257947</td></tr>\n\t<tr><td>1221942</td><td>1257907</td></tr>\n\t<tr><td>1222173</td><td>1258205</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1206004</td><td>1235689</td></tr>\n\t<tr><td>1205477</td><td>1235388</td></tr>\n\t<tr><td>1202309</td><td>1235446</td></tr>\n\t<tr><td>1200694</td><td>1236387</td></tr>\n\t<tr><td>1200174</td><td>1236005</td></tr>\n\t<tr><td>1198906</td><td>1235856</td></tr>\n\t<tr><td>1198196</td><td>1235432</td></tr>\n\t<tr><td>1195187</td><td>1237442</td></tr>\n\t<tr><td>1197377</td><td>1240073</td></tr>\n\t<tr><td>1196879</td><td>1243451</td></tr>\n\t<tr><td>1193394</td><td>1249746</td></tr>\n\t<tr><td>1193608</td><td>1250362</td></tr>\n\t<tr><td>1194454</td><td>1251110</td></tr>\n\t<tr><td>1195257</td><td>1252579</td></tr>\n\t<tr><td>1194929</td><td>1252712</td></tr>\n\t<tr><td>1194715</td><td>1253603</td></tr>\n\t<tr><td>1193928</td><td>1254319</td></tr>\n\t<tr><td>1194243</td><td>1254926</td></tr>\n\t<tr><td>1195050</td><td>1255447</td></tr>\n\t<tr><td>1195976</td><td>1253971</td></tr>\n\t<tr><td>1196460</td><td>1254843</td></tr>\n\t<tr><td>1196430</td><td>1257083</td></tr>\n\t<tr><td>1197976</td><td>1259428</td></tr>\n\t<tr><td>1196555</td><td>1261011</td></tr>\n\t<tr><td>1195186</td><td>1261222</td></tr>\n\t<tr><td>1193368</td><td>1262499</td></tr>\n\t<tr><td>1193611</td><td>1262993</td></tr>\n\t<tr><td>1193457</td><td>1263405</td></tr>\n\t<tr><td>1193846</td><td>1264087</td></tr>\n\t<tr><td>1196994</td><td>1267483</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1285013</td><td>1120520</td></tr>\n\t<tr><td>1304915</td><td>1118958</td></tr>\n\t<tr><td>1312347</td><td>1097819</td></tr>\n\t<tr><td>1321325</td><td>1095653</td></tr>\n\t<tr><td>1333189</td><td>1097154</td></tr>\n\t<tr><td>1328907</td><td>1092932</td></tr>\n\t<tr><td>1327917</td><td>1092634</td></tr>\n\t<tr><td>1326548</td><td>1090987</td></tr>\n\t<tr><td>1326297</td><td>1089956</td></tr>\n\t<tr><td>1325548</td><td>1089289</td></tr>\n\t<tr><td>1325023</td><td>1087509</td></tr>\n\t<tr><td>1323876</td><td>1086813</td></tr>\n\t<tr><td>1323934</td><td>1086184</td></tr>\n\t<tr><td>1322938</td><td>1084495</td></tr>\n\t<tr><td>1323683</td><td>1083700</td></tr>\n\t<tr><td>1324039</td><td>1081961</td></tr>\n\t<tr><td>1324090</td><td>1080937</td></tr>\n\t<tr><td>1323211</td><td>1079351</td></tr>\n\t<tr><td>1323548</td><td>1078482</td></tr>\n\t<tr><td>1322717</td><td>1077630</td></tr>\n\t<tr><td>1321828</td><td>1077312</td></tr>\n\t<tr><td>1321426</td><td>1076031</td></tr>\n\t<tr><td>1321375</td><td>1075118</td></tr>\n\t<tr><td>1321653</td><td>1074506</td></tr>\n\t<tr><td>1321424</td><td>1073143</td></tr>\n\t<tr><td>1320927</td><td>1072909</td></tr>\n\t<tr><td>1320589</td><td>1072123</td></tr>\n\t<tr><td>1319976</td><td>1071812</td></tr>\n\t<tr><td>1319623</td><td>1071239</td></tr>\n\t<tr><td>1319216</td><td>1070029</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1291671</td><td>1100974</td></tr>\n\t<tr><td>1291378</td><td>1101427</td></tr>\n\t<tr><td>1291882</td><td>1102063</td></tr>\n\t<tr><td>1292235</td><td>1104349</td></tr>\n\t<tr><td>1291816</td><td>1104453</td></tr>\n\t<tr><td>1291938</td><td>1104722</td></tr>\n\t<tr><td>1291629</td><td>1105520</td></tr>\n\t<tr><td>1291775</td><td>1105903</td></tr>\n\t<tr><td>1291375</td><td>1106602</td></tr>\n\t<tr><td>1290499</td><td>1107569</td></tr>\n\t<tr><td>1290298</td><td>1108487</td></tr>\n\t<tr><td>1290017</td><td>1108366</td></tr>\n\t<tr><td>1289122</td><td>1109179</td></tr>\n\t<tr><td>1289064</td><td>1109991</td></tr>\n\t<tr><td>1288263</td><td>1110920</td></tr>\n\t<tr><td>1288457</td><td>1112081</td></tr>\n\t<tr><td>1288140</td><td>1112257</td></tr>\n\t<tr><td>1288141</td><td>1112897</td></tr>\n\t<tr><td>1287689</td><td>1113019</td></tr>\n\t<tr><td>1287704</td><td>1113578</td></tr>\n\t<tr><td>1287293</td><td>1113923</td></tr>\n\t<tr><td>1287445</td><td>1114111</td></tr>\n\t<tr><td>1287162</td><td>1114503</td></tr>\n\t<tr><td>1286929</td><td>1114404</td></tr>\n\t<tr><td>1286858</td><td>1115486</td></tr>\n\t<tr><td>1286334</td><td>1116166</td></tr>\n\t<tr><td>1286148</td><td>1116112</td></tr>\n\t<tr><td>1285741</td><td>1118631</td></tr>\n\t<tr><td>1284909</td><td>1120002</td></tr>\n\t<tr><td>1285013</td><td>1120520</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1097075</td><td>1136874</td></tr>\n\t<tr><td>1097827</td><td>1136216</td></tr>\n\t<tr><td>1099875</td><td>1135835</td></tr>\n\t<tr><td>1101725</td><td>1136221</td></tr>\n\t<tr><td>1102405</td><td>1137005</td></tr>\n\t<tr><td>1102840</td><td>1137038</td></tr>\n\t<tr><td>1103028</td><td>1136395</td></tr>\n\t<tr><td>1104179</td><td>1136003</td></tr>\n\t<tr><td>1105201</td><td>1136489</td></tr>\n\t<tr><td>1105242</td><td>1137160</td></tr>\n\t<tr><td>1106135</td><td>1137438</td></tr>\n\t<tr><td>1106341</td><td>1136165</td></tr>\n\t<tr><td>1109187</td><td>1133584</td></tr>\n\t<tr><td>1109701</td><td>1132802</td></tr>\n\t<tr><td>1109700</td><td>1132378</td></tr>\n\t<tr><td>1110444</td><td>1132928</td></tr>\n\t<tr><td>1110969</td><td>1132386</td></tr>\n\t<tr><td>1111340</td><td>1132623</td></tr>\n\t<tr><td>1111257</td><td>1131941</td></tr>\n\t<tr><td>1110849</td><td>1131911</td></tr>\n\t<tr><td>1110894</td><td>1131472</td></tr>\n\t<tr><td>1110338</td><td>1131564</td></tr>\n\t<tr><td>1109883</td><td>1131088</td></tr>\n\t<tr><td>1110287</td><td>1131054</td></tr>\n\t<tr><td>1110170</td><td>1130356</td></tr>\n\t<tr><td>1110795</td><td>1129642</td></tr>\n\t<tr><td>1110686</td><td>1129323</td></tr>\n\t<tr><td>1110905</td><td>1128903</td></tr>\n\t<tr><td>1110510</td><td>1128245</td></tr>\n\t<tr><td>1110946</td><td>1127395</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1079732</td><td>1120333</td></tr>\n\t<tr><td>1079117</td><td>1125714</td></tr>\n\t<tr><td>1080568</td><td>1126887</td></tr>\n\t<tr><td>1080583</td><td>1127219</td></tr>\n\t<tr><td>1081594</td><td>1128408</td></tr>\n\t<tr><td>1081899</td><td>1129128</td></tr>\n\t<tr><td>1082267</td><td>1133842</td></tr>\n\t<tr><td>1084619</td><td>1134096</td></tr>\n\t<tr><td>1084136</td><td>1138736</td></tr>\n\t<tr><td>1085575</td><td>1138962</td></tr>\n\t<tr><td>1087034</td><td>1140516</td></tr>\n\t<tr><td>1088475</td><td>1140960</td></tr>\n\t<tr><td>1088526</td><td>1142274</td></tr>\n\t<tr><td>1088766</td><td>1141963</td></tr>\n\t<tr><td>1090765</td><td>1141677</td></tr>\n\t<tr><td>1091518</td><td>1140600</td></tr>\n\t<tr><td>1091514</td><td>1140040</td></tr>\n\t<tr><td>1091869</td><td>1139831</td></tr>\n\t<tr><td>1091761</td><td>1140181</td></tr>\n\t<tr><td>1092529</td><td>1140906</td></tr>\n\t<tr><td>1092911</td><td>1141754</td></tr>\n\t<tr><td>1093630</td><td>1141657</td></tr>\n\t<tr><td>1093979</td><td>1141315</td></tr>\n\t<tr><td>1093582</td><td>1140655</td></tr>\n\t<tr><td>1093532</td><td>1139921</td></tr>\n\t<tr><td>1093973</td><td>1140127</td></tr>\n\t<tr><td>1095077</td><td>1140052</td></tr>\n\t<tr><td>1096112</td><td>1138026</td></tr>\n\t<tr><td>1096923</td><td>1137696</td></tr>\n\t<tr><td>1097075</td><td>1136874</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1253002</td><td>1070906</td></tr>\n\t<tr><td>1252592</td><td>1070578</td></tr>\n\t<tr><td>1252457</td><td>1071054</td></tr>\n\t<tr><td>1252007</td><td>1070945</td></tr>\n\t<tr><td>1251770</td><td>1071272</td></tr>\n\t<tr><td>1251532</td><td>1070811</td></tr>\n\t<tr><td>1250873</td><td>1070898</td></tr>\n\t<tr><td>1249555</td><td>1070599</td></tr>\n\t<tr><td>1249621</td><td>1070136</td></tr>\n\t<tr><td>1249949</td><td>1070171</td></tr>\n\t<tr><td>1250238</td><td>1069874</td></tr>\n\t<tr><td>1250196</td><td>1069497</td></tr>\n\t<tr><td>1249562</td><td>1069273</td></tr>\n\t<tr><td>1248757</td><td>1067966</td></tr>\n\t<tr><td>1248491</td><td>1068435</td></tr>\n\t<tr><td>1248187</td><td>1068505</td></tr>\n\t<tr><td>1248059</td><td>1067992</td></tr>\n\t<tr><td>1247680</td><td>1067848</td></tr>\n\t<tr><td>1247439</td><td>1066791</td></tr>\n\t<tr><td>1246966</td><td>1066702</td></tr>\n\t<tr><td>1246841</td><td>1066313</td></tr>\n\t<tr><td>1246468</td><td>1066396</td></tr>\n\t<tr><td>1246043</td><td>1065762</td></tr>\n\t<tr><td>1245630</td><td>1065794</td></tr>\n\t<tr><td>1244045</td><td>1064210</td></tr>\n\t<tr><td>1243712</td><td>1063499</td></tr>\n\t<tr><td>1243860</td><td>1063085</td></tr>\n\t<tr><td>1243534</td><td>1062574</td></tr>\n\t<tr><td>1243078</td><td>1062628</td></tr>\n\t<tr><td>1243010</td><td>1062922</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1238757</td><td>1080203</td></tr>\n\t<tr><td>1239420</td><td>1080249</td></tr>\n\t<tr><td>1239728</td><td>1079792</td></tr>\n\t<tr><td>1240335</td><td>1079545</td></tr>\n\t<tr><td>1240584</td><td>1079677</td></tr>\n\t<tr><td>1241965</td><td>1079298</td></tr>\n\t<tr><td>1242198</td><td>1079503</td></tr>\n\t<tr><td>1243636</td><td>1079567</td></tr>\n\t<tr><td>1244470</td><td>1079161</td></tr>\n\t<tr><td>1244438</td><td>1078932</td></tr>\n\t<tr><td>1244768</td><td>1078933</td></tr>\n\t<tr><td>1244647</td><td>1078445</td></tr>\n\t<tr><td>1245333</td><td>1077657</td></tr>\n\t<tr><td>1245317</td><td>1077246</td></tr>\n\t<tr><td>1245956</td><td>1076823</td></tr>\n\t<tr><td>1246207</td><td>1076165</td></tr>\n\t<tr><td>1247029</td><td>1075927</td></tr>\n\t<tr><td>1247256</td><td>1075498</td></tr>\n\t<tr><td>1247446</td><td>1075563</td></tr>\n\t<tr><td>1247787</td><td>1074465</td></tr>\n\t<tr><td>1248130</td><td>1074389</td></tr>\n\t<tr><td>1248115</td><td>1074165</td></tr>\n\t<tr><td>1248494</td><td>1074160</td></tr>\n\t<tr><td>1248679</td><td>1073786</td></tr>\n\t<tr><td>1249807</td><td>1073177</td></tr>\n\t<tr><td>1250524</td><td>1072278</td></tr>\n\t<tr><td>1250876</td><td>1072421</td></tr>\n\t<tr><td>1252154</td><td>1071941</td></tr>\n\t<tr><td>1252095</td><td>1071348</td></tr>\n\t<tr><td>1253002</td><td>1070906</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1084529</td><td>1054168</td></tr>\n\t<tr><td>1084932</td><td>1053367</td></tr>\n\t<tr><td>1085242</td><td>1053397</td></tr>\n\t<tr><td>1085846</td><td>1052535</td></tr>\n\t<tr><td>1086106</td><td>1052572</td></tr>\n\t<tr><td>1087925</td><td>1051126</td></tr>\n\t<tr><td>1088209</td><td>1051266</td></tr>\n\t<tr><td>1088753</td><td>1051024</td></tr>\n\t<tr><td>1089367</td><td>1050046</td></tr>\n\t<tr><td>1090909</td><td>1049219</td></tr>\n\t<tr><td>1091232</td><td>1048364</td></tr>\n\t<tr><td>1092467</td><td>1047247</td></tr>\n\t<tr><td>1092877</td><td>1047162</td></tr>\n\t<tr><td>1093667</td><td>1046069</td></tr>\n\t<tr><td>1094032</td><td>1046086</td></tr>\n\t<tr><td>1094283</td><td>1045670</td></tr>\n\t<tr><td>1094527</td><td>1045826</td></tr>\n\t<tr><td>1095143</td><td>1045048</td></tr>\n\t<tr><td>1095671</td><td>1044978</td></tr>\n\t<tr><td>1096217</td><td>1045117</td></tr>\n\t<tr><td>1097902</td><td>1044652</td></tr>\n\t<tr><td>1098280</td><td>1044930</td></tr>\n\t<tr><td>1099940</td><td>1044583</td></tr>\n\t<tr><td>1100036</td><td>1044011</td></tr>\n\t<tr><td>1101317</td><td>1043147</td></tr>\n\t<tr><td>1101738</td><td>1043137</td></tr>\n\t<tr><td>1101784</td><td>1042168</td></tr>\n\t<tr><td>1102140</td><td>1042151</td></tr>\n\t<tr><td>1102371</td><td>1041948</td></tr>\n\t<tr><td>1102260</td><td>1041778</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1102070</td><td>1026158</td></tr>\n\t<tr><td>1101172</td><td>1026066</td></tr>\n\t<tr><td>1101251</td><td>1025196</td></tr>\n\t<tr><td>1102149</td><td>1025299</td></tr>\n\t<tr><td>1102889</td><td>1017647</td></tr>\n\t<tr><td>1088588</td><td>1015877</td></tr>\n\t<tr><td>1079565</td><td>1014705</td></tr>\n\t<tr><td>1080209</td><td>1017572</td></tr>\n\t<tr><td>1079839</td><td>1018691</td></tr>\n\t<tr><td>1079909</td><td>1019149</td></tr>\n\t<tr><td>1079573</td><td>1019735</td></tr>\n\t<tr><td>1079762</td><td>1019961</td></tr>\n\t<tr><td>1079632</td><td>1020677</td></tr>\n\t<tr><td>1079901</td><td>1021005</td></tr>\n\t<tr><td>1079803</td><td>1021507</td></tr>\n\t<tr><td>1078723</td><td>1023139</td></tr>\n\t<tr><td>1078302</td><td>1024811</td></tr>\n\t<tr><td>1077503</td><td>1025560</td></tr>\n\t<tr><td>1077292</td><td>1026354</td></tr>\n\t<tr><td>1076614</td><td>1027079</td></tr>\n\t<tr><td>1076129</td><td>1028893</td></tr>\n\t<tr><td>1075535</td><td>1029428</td></tr>\n\t<tr><td>1075489</td><td>1029892</td></tr>\n\t<tr><td>1076000</td><td>1031033</td></tr>\n\t<tr><td>1072260</td><td>1030737</td></tr>\n\t<tr><td>1070595</td><td>1047161</td></tr>\n\t<tr><td>1084291</td><td>1048717</td></tr>\n\t<tr><td>1084210</td><td>1049506</td></tr>\n\t<tr><td>1084954</td><td>1049573</td></tr>\n\t<tr><td>1084529</td><td>1054168</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1127427 </td><td>959700.1</td></tr>\n\t<tr><td>1138087 </td><td>960960.7</td></tr>\n\t<tr><td>1138567 </td><td>957032.7</td></tr>\n\t<tr><td>1158258 </td><td>959221.8</td></tr>\n\t<tr><td>1158411 </td><td>957817.5</td></tr>\n\t<tr><td>1159803 </td><td>957986.2</td></tr>\n\t<tr><td>1159655 </td><td>959373.2</td></tr>\n\t<tr><td>1163881 </td><td>959838.1</td></tr>\n\t<tr><td>1166601 </td><td>935407.1</td></tr>\n\t<tr><td>1167746 </td><td>928105.7</td></tr>\n\t<tr><td>1167842 </td><td>927195.6</td></tr>\n\t<tr><td>1167533 </td><td>927154.0</td></tr>\n\t<tr><td>1168595 </td><td>917926.4</td></tr>\n\t<tr><td>1143413 </td><td>916232.4</td></tr>\n\t<tr><td>1136126 </td><td>915725.9</td></tr>\n\t<tr><td>1134189 </td><td>934288.5</td></tr>\n\t<tr><td>1133760 </td><td>935340.2</td></tr>\n\t<tr><td>1134512 </td><td>936713.0</td></tr>\n\t<tr><td>1133657 </td><td>937754.2</td></tr>\n\t<tr><td>1133632 </td><td>938428.8</td></tr>\n\t<tr><td>1133881 </td><td>938562.8</td></tr>\n\t<tr><td>1133954 </td><td>939036.7</td></tr>\n\t<tr><td>1133608 </td><td>939870.5</td></tr>\n\t<tr><td>1133591 </td><td>941847.0</td></tr>\n\t<tr><td>1133437 </td><td>942235.7</td></tr>\n\t<tr><td>1132785 </td><td>942597.0</td></tr>\n\t<tr><td>1132005 </td><td>943620.1</td></tr>\n\t<tr><td>1131094 </td><td>944305.9</td></tr>\n\t<tr><td>1129840 </td><td>946034.1</td></tr>\n\t<tr><td>1129397 </td><td>947104.9</td></tr>\n\t<tr><td>1128762 </td><td>947684.4</td></tr>\n\t<tr><td>1128890 </td><td>948152.1</td></tr>\n\t<tr><td>1128414 </td><td>949880.9</td></tr>\n\t<tr><td>1127427 </td><td>959700.1</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1177995 </td><td>1024123.3</td></tr>\n\t<tr><td>1178317 </td><td>1021486.3</td></tr>\n\t<tr><td>1181160 </td><td>1021776.9</td></tr>\n\t<tr><td>1181348 </td><td>1020290.2</td></tr>\n\t<tr><td>1186115 </td><td>1020661.4</td></tr>\n\t<tr><td>1187604 </td><td>1019659.6</td></tr>\n\t<tr><td>1188158 </td><td>1018704.2</td></tr>\n\t<tr><td>1188634 </td><td>1018556.4</td></tr>\n\t<tr><td>1189075 </td><td>1017105.5</td></tr>\n\t<tr><td>1189904 </td><td>1016407.7</td></tr>\n\t<tr><td>1190261 </td><td>1015042.7</td></tr>\n\t<tr><td>1190612 </td><td>1014761.6</td></tr>\n\t<tr><td>1190399 </td><td>1014279.3</td></tr>\n\t<tr><td>1190797 </td><td>1013566.1</td></tr>\n\t<tr><td>1191256 </td><td>1013283.4</td></tr>\n\t<tr><td>1192735 </td><td>1013774.7</td></tr>\n\t<tr><td>1193973 </td><td>1013068.7</td></tr>\n\t<tr><td>1194934 </td><td>1013133.7</td></tr>\n\t<tr><td>1195037 </td><td>1011934.5</td></tr>\n\t<tr><td>1192204 </td><td>1011544.2</td></tr>\n\t<tr><td>1193017 </td><td>1004466.0</td></tr>\n\t<tr><td>1191681 </td><td>1004259.0</td></tr>\n\t<tr><td>1191848 </td><td>1002908.2</td></tr>\n\t<tr><td>1190485 </td><td>1002778.1</td></tr>\n\t<tr><td>1190638 </td><td>1001375.3</td></tr>\n\t<tr><td>1189217 </td><td>1001129.6</td></tr>\n\t<tr><td>1189395 </td><td> 999727.5</td></tr>\n\t<tr><td>1187994 </td><td> 999619.6</td></tr>\n\t<tr><td>1188171 </td><td> 998150.0</td></tr>\n\t<tr><td>1187811 </td><td> 998026.6</td></tr>\n\t<tr><td>1186796 </td><td> 997843.6</td></tr>\n\t<tr><td>1186948 </td><td> 996337.1</td></tr>\n\t<tr><td>1185600 </td><td> 995827.1</td></tr>\n\t<tr><td>1185681 </td><td> 995069.6</td></tr>\n\t<tr><td>1180769 </td><td> 994564.7</td></tr>\n\t<tr><td>1167421 </td><td> 993191.6</td></tr>\n\t<tr><td>1166158 </td><td>1004581.8</td></tr>\n\t<tr><td>1164759 </td><td>1004429.2</td></tr>\n\t<tr><td>1164521 </td><td>1006377.1</td></tr>\n\t<tr><td>1164110 </td><td>1010055.9</td></tr>\n\t<tr><td>1165521 </td><td>1010217.7</td></tr>\n\t<tr><td>1164431 </td><td>1019441.7</td></tr>\n\t<tr><td>1164065 </td><td>1022570.5</td></tr>\n\t<tr><td>1168145 </td><td>1023255.1</td></tr>\n\t<tr><td>1169722 </td><td>1023164.9</td></tr>\n\t<tr><td>1170969 </td><td>1023521.2</td></tr>\n\t<tr><td>1177995 </td><td>1024123.3</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1268135</td><td>1122032</td></tr>\n\t<tr><td>1268854</td><td>1121972</td></tr>\n\t<tr><td>1269924</td><td>1120242</td></tr>\n\t<tr><td>1271187</td><td>1120568</td></tr>\n\t<tr><td>1272656</td><td>1119196</td></tr>\n\t<tr><td>1273353</td><td>1118845</td></tr>\n\t<tr><td>1273803</td><td>1117994</td></tr>\n\t<tr><td>1274207</td><td>1115962</td></tr>\n\t<tr><td>1276542</td><td>1116559</td></tr>\n\t<tr><td>1281071</td><td>1117182</td></tr>\n\t<tr><td>1285013</td><td>1120520</td></tr>\n\t<tr><td>1284909</td><td>1120002</td></tr>\n\t<tr><td>1285741</td><td>1118631</td></tr>\n\t<tr><td>1286148</td><td>1116112</td></tr>\n\t<tr><td>1286334</td><td>1116166</td></tr>\n\t<tr><td>1286858</td><td>1115486</td></tr>\n\t<tr><td>1286929</td><td>1114404</td></tr>\n\t<tr><td>1287162</td><td>1114503</td></tr>\n\t<tr><td>1287445</td><td>1114111</td></tr>\n\t<tr><td>1287293</td><td>1113923</td></tr>\n\t<tr><td>1287704</td><td>1113578</td></tr>\n\t<tr><td>1287689</td><td>1113019</td></tr>\n\t<tr><td>1288141</td><td>1112897</td></tr>\n\t<tr><td>1288140</td><td>1112257</td></tr>\n\t<tr><td>1288457</td><td>1112081</td></tr>\n\t<tr><td>1288263</td><td>1110920</td></tr>\n\t<tr><td>1289064</td><td>1109991</td></tr>\n\t<tr><td>1289122</td><td>1109179</td></tr>\n\t<tr><td>1290017</td><td>1108366</td></tr>\n\t<tr><td>1290298</td><td>1108487</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1284164</td><td>1076924</td></tr>\n\t<tr><td>1283672</td><td>1076637</td></tr>\n\t<tr><td>1282793</td><td>1076927</td></tr>\n\t<tr><td>1279482</td><td>1077024</td></tr>\n\t<tr><td>1279008</td><td>1077415</td></tr>\n\t<tr><td>1277611</td><td>1077011</td></tr>\n\t<tr><td>1277471</td><td>1077452</td></tr>\n\t<tr><td>1277994</td><td>1078372</td></tr>\n\t<tr><td>1277227</td><td>1078428</td></tr>\n\t<tr><td>1276687</td><td>1078919</td></tr>\n\t<tr><td>1276296</td><td>1078611</td></tr>\n\t<tr><td>1276733</td><td>1077953</td></tr>\n\t<tr><td>1276625</td><td>1077578</td></tr>\n\t<tr><td>1276263</td><td>1077649</td></tr>\n\t<tr><td>1275939</td><td>1078312</td></tr>\n\t<tr><td>1275157</td><td>1078728</td></tr>\n\t<tr><td>1274860</td><td>1078415</td></tr>\n\t<tr><td>1275182</td><td>1077764</td></tr>\n\t<tr><td>1274732</td><td>1077451</td></tr>\n\t<tr><td>1274516</td><td>1078163</td></tr>\n\t<tr><td>1272207</td><td>1078967</td></tr>\n\t<tr><td>1270982</td><td>1078938</td></tr>\n\t<tr><td>1269821</td><td>1078355</td></tr>\n\t<tr><td>1267832</td><td>1078970</td></tr>\n\t<tr><td>1267524</td><td>1078802</td></tr>\n\t<tr><td>1267346</td><td>1079023</td></tr>\n\t<tr><td>1267253</td><td>1081352</td></tr>\n\t<tr><td>1267330</td><td>1109430</td></tr>\n\t<tr><td>1267149</td><td>1115176</td></tr>\n\t<tr><td>1268135</td><td>1122032</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1089180</td><td>1394613</td></tr>\n\t<tr><td>1117623</td><td>1398189</td></tr>\n\t<tr><td>1117525</td><td>1398797</td></tr>\n\t<tr><td>1123873</td><td>1399677</td></tr>\n\t<tr><td>1124771</td><td>1394604</td></tr>\n\t<tr><td>1121649</td><td>1393777</td></tr>\n\t<tr><td>1119976</td><td>1393054</td></tr>\n\t<tr><td>1120388</td><td>1391256</td></tr>\n\t<tr><td>1120973</td><td>1391289</td></tr>\n\t<tr><td>1120740</td><td>1390371</td></tr>\n\t<tr><td>1119149</td><td>1390225</td></tr>\n\t<tr><td>1118899</td><td>1389565</td></tr>\n\t<tr><td>1118142</td><td>1389625</td></tr>\n\t<tr><td>1117895</td><td>1389130</td></tr>\n\t<tr><td>1118165</td><td>1388466</td></tr>\n\t<tr><td>1118062</td><td>1387934</td></tr>\n\t<tr><td>1117591</td><td>1387545</td></tr>\n\t<tr><td>1116750</td><td>1387334</td></tr>\n\t<tr><td>1116854</td><td>1387031</td></tr>\n\t<tr><td>1116445</td><td>1386098</td></tr>\n\t<tr><td>1115885</td><td>1385765</td></tr>\n\t<tr><td>1116102</td><td>1385579</td></tr>\n\t<tr><td>1116231</td><td>1384345</td></tr>\n\t<tr><td>1115903</td><td>1382262</td></tr>\n\t<tr><td>1116378</td><td>1380390</td></tr>\n\t<tr><td>1117103</td><td>1379663</td></tr>\n\t<tr><td>1116723</td><td>1378562</td></tr>\n\t<tr><td>1116023</td><td>1377664</td></tr>\n\t<tr><td>1115181</td><td>1377289</td></tr>\n\t<tr><td>1114783</td><td>1376833</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1109238</td><td>1376195</td></tr>\n\t<tr><td>1106001</td><td>1374824</td></tr>\n\t<tr><td>1105618</td><td>1377651</td></tr>\n\t<tr><td>1104095</td><td>1378323</td></tr>\n\t<tr><td>1104007</td><td>1379710</td></tr>\n\t<tr><td>1104262</td><td>1380284</td></tr>\n\t<tr><td>1103393</td><td>1380849</td></tr>\n\t<tr><td>1102452</td><td>1381912</td></tr>\n\t<tr><td>1102002</td><td>1383343</td></tr>\n\t<tr><td>1102329</td><td>1385979</td></tr>\n\t<tr><td>1101803</td><td>1386938</td></tr>\n\t<tr><td>1100680</td><td>1387786</td></tr>\n\t<tr><td>1100120</td><td>1387375</td></tr>\n\t<tr><td>1098938</td><td>1387064</td></tr>\n\t<tr><td>1098977</td><td>1386794</td></tr>\n\t<tr><td>1099692</td><td>1386893</td></tr>\n\t<tr><td>1099809</td><td>1386062</td></tr>\n\t<tr><td>1097633</td><td>1385761</td></tr>\n\t<tr><td>1097402</td><td>1387173</td></tr>\n\t<tr><td>1091965</td><td>1388133</td></tr>\n\t<tr><td>1091610</td><td>1388415</td></tr>\n\t<tr><td>1091755</td><td>1388783</td></tr>\n\t<tr><td>1091516</td><td>1389791</td></tr>\n\t<tr><td>1090869</td><td>1390304</td></tr>\n\t<tr><td>1090493</td><td>1391178</td></tr>\n\t<tr><td>1089808</td><td>1391563</td></tr>\n\t<tr><td>1089565</td><td>1392166</td></tr>\n\t<tr><td>1088553</td><td>1392659</td></tr>\n\t<tr><td>1089253</td><td>1394034</td></tr>\n\t<tr><td>1089180</td><td>1394613</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1268135</td><td>1122032</td></tr>\n\t<tr><td>1246531</td><td>1114175</td></tr>\n\t<tr><td>1246075</td><td>1113014</td></tr>\n\t<tr><td>1246164</td><td>1112595</td></tr>\n\t<tr><td>1245889</td><td>1113122</td></tr>\n\t<tr><td>1245571</td><td>1112823</td></tr>\n\t<tr><td>1244880</td><td>1113135</td></tr>\n\t<tr><td>1245011</td><td>1112697</td></tr>\n\t<tr><td>1245470</td><td>1112485</td></tr>\n\t<tr><td>1245158</td><td>1112105</td></tr>\n\t<tr><td>1242675</td><td>1111732</td></tr>\n\t<tr><td>1241822</td><td>1112089</td></tr>\n\t<tr><td>1241250</td><td>1111987</td></tr>\n\t<tr><td>1241523</td><td>1112374</td></tr>\n\t<tr><td>1240636</td><td>1113175</td></tr>\n\t<tr><td>1240566</td><td>1112643</td></tr>\n\t<tr><td>1240076</td><td>1112636</td></tr>\n\t<tr><td>1239829</td><td>1112986</td></tr>\n\t<tr><td>1239075</td><td>1113061</td></tr>\n\t<tr><td>1239435</td><td>1113648</td></tr>\n\t<tr><td>1239105</td><td>1113557</td></tr>\n\t<tr><td>1238428</td><td>1113952</td></tr>\n\t<tr><td>1238438</td><td>1114118</td></tr>\n\t<tr><td>1238832</td><td>1114058</td></tr>\n\t<tr><td>1238589</td><td>1114453</td></tr>\n\t<tr><td>1238239</td><td>1114264</td></tr>\n\t<tr><td>1237889</td><td>1115124</td></tr>\n\t<tr><td>1237651</td><td>1115083</td></tr>\n\t<tr><td>1237627</td><td>1114717</td></tr>\n\t<tr><td>1237057</td><td>1114872</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1244603</td><td>1133464</td></tr>\n\t<tr><td>1245229</td><td>1134214</td></tr>\n\t<tr><td>1244942</td><td>1134712</td></tr>\n\t<tr><td>1243657</td><td>1134984</td></tr>\n\t<tr><td>1242757</td><td>1135674</td></tr>\n\t<tr><td>1243566</td><td>1136416</td></tr>\n\t<tr><td>1244605</td><td>1136081</td></tr>\n\t<tr><td>1246359</td><td>1135958</td></tr>\n\t<tr><td>1251512</td><td>1136759</td></tr>\n\t<tr><td>1252557</td><td>1136236</td></tr>\n\t<tr><td>1254305</td><td>1136136</td></tr>\n\t<tr><td>1255923</td><td>1136663</td></tr>\n\t<tr><td>1258335</td><td>1136695</td></tr>\n\t<tr><td>1258506</td><td>1136214</td></tr>\n\t<tr><td>1259991</td><td>1136061</td></tr>\n\t<tr><td>1260320</td><td>1135461</td></tr>\n\t<tr><td>1261081</td><td>1135046</td></tr>\n\t<tr><td>1262412</td><td>1134824</td></tr>\n\t<tr><td>1262891</td><td>1134374</td></tr>\n\t<tr><td>1263296</td><td>1134499</td></tr>\n\t<tr><td>1264316</td><td>1134151</td></tr>\n\t<tr><td>1265439</td><td>1133262</td></tr>\n\t<tr><td>1267691</td><td>1132956</td></tr>\n\t<tr><td>1268211</td><td>1132643</td></tr>\n\t<tr><td>1268530</td><td>1132057</td></tr>\n\t<tr><td>1269265</td><td>1131945</td></tr>\n\t<tr><td>1268570</td><td>1128757</td></tr>\n\t<tr><td>1268881</td><td>1126386</td></tr>\n\t<tr><td>1267755</td><td>1123292</td></tr>\n\t<tr><td>1268135</td><td>1122032</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1021988.5</td><td>1187903 </td></tr>\n\t<tr><td>1029090.4</td><td>1188629 </td></tr>\n\t<tr><td>1029277.3</td><td>1186830 </td></tr>\n\t<tr><td>1028381.7</td><td>1186713 </td></tr>\n\t<tr><td>1028724.1</td><td>1185430 </td></tr>\n\t<tr><td>1029370.0</td><td>1185897 </td></tr>\n\t<tr><td>1029476.2</td><td>1185014 </td></tr>\n\t<tr><td>1032173.4</td><td>1160305 </td></tr>\n\t<tr><td>1032282.6</td><td>1159455 </td></tr>\n\t<tr><td>1032558.7</td><td>1159487 </td></tr>\n\t<tr><td>1033689.3</td><td>1149696 </td></tr>\n\t<tr><td>1033733.1</td><td>1149252 </td></tr>\n\t<tr><td>1011758.4</td><td>1146879 </td></tr>\n\t<tr><td>1011808.1</td><td>1146491 </td></tr>\n\t<tr><td>1010952.0</td><td>1146394 </td></tr>\n\t<tr><td>1010892.2</td><td>1146789 </td></tr>\n\t<tr><td>1003929.5</td><td>1146023 </td></tr>\n\t<tr><td> 996473.6</td><td>1171855 </td></tr>\n\t<tr><td> 995820.8</td><td>1174195 </td></tr>\n\t<tr><td>1006358.0</td><td>1179230 </td></tr>\n\t<tr><td>1006156.0</td><td>1180875 </td></tr>\n\t<tr><td>1007048.4</td><td>1180974 </td></tr>\n\t<tr><td>1006824.0</td><td>1182817 </td></tr>\n\t<tr><td>1007782.6</td><td>1182927 </td></tr>\n\t<tr><td>1007889.3</td><td>1181988 </td></tr>\n\t<tr><td>1008797.8</td><td>1182088 </td></tr>\n\t<tr><td>1008957.6</td><td>1180456 </td></tr>\n\t<tr><td>1011035.6</td><td>1181436 </td></tr>\n\t<tr><td>1011538.0</td><td>1182052 </td></tr>\n\t<tr><td>1012769.2</td><td>1181989 </td></tr>\n\t<tr><td>1013091.6</td><td>1182776 </td></tr>\n\t<tr><td>1021988.5</td><td>1187903 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1176218</td><td>1052342</td></tr>\n\t<tr><td>1175999</td><td>1050962</td></tr>\n\t<tr><td>1176754</td><td>1050501</td></tr>\n\t<tr><td>1176671</td><td>1049762</td></tr>\n\t<tr><td>1177138</td><td>1049108</td></tr>\n\t<tr><td>1177361</td><td>1048160</td></tr>\n\t<tr><td>1178161</td><td>1047515</td></tr>\n\t<tr><td>1178323</td><td>1046943</td></tr>\n\t<tr><td>1178941</td><td>1046654</td></tr>\n\t<tr><td>1179171</td><td>1046057</td></tr>\n\t<tr><td>1179112</td><td>1045246</td></tr>\n\t<tr><td>1179695</td><td>1044760</td></tr>\n\t<tr><td>1180061</td><td>1042800</td></tr>\n\t<tr><td>1180144</td><td>1042031</td></tr>\n\t<tr><td>1179292</td><td>1040919</td></tr>\n\t<tr><td>1179000</td><td>1040836</td></tr>\n\t<tr><td>1179552</td><td>1039487</td></tr>\n\t<tr><td>1180306</td><td>1038854</td></tr>\n\t<tr><td>1180800</td><td>1037273</td></tr>\n\t<tr><td>1180254</td><td>1036737</td></tr>\n\t<tr><td>1180269</td><td>1035811</td></tr>\n\t<tr><td>1177444</td><td>1035515</td></tr>\n\t<tr><td>1178478</td><td>1027039</td></tr>\n\t<tr><td>1177706</td><td>1026942</td></tr>\n\t<tr><td>1177995</td><td>1024123</td></tr>\n\t<tr><td>1170969</td><td>1023521</td></tr>\n\t<tr><td>1169722</td><td>1023165</td></tr>\n\t<tr><td>1168145</td><td>1023255</td></tr>\n\t<tr><td>1164065</td><td>1022570</td></tr>\n\t<tr><td>1164431</td><td>1019442</td></tr>\n\t<tr><td>1163874</td><td>1019675</td></tr>\n\t<tr><td>1163227</td><td>1018966</td></tr>\n\t<tr><td>1162529</td><td>1019317</td></tr>\n\t<tr><td>1162091</td><td>1020201</td></tr>\n\t<tr><td>1162055</td><td>1020639</td></tr>\n\t<tr><td>1162412</td><td>1021192</td></tr>\n\t<tr><td>1162120</td><td>1022172</td></tr>\n\t<tr><td>1161778</td><td>1022158</td></tr>\n\t<tr><td>1161327</td><td>1022686</td></tr>\n\t<tr><td>1160906</td><td>1022603</td></tr>\n\t<tr><td>1160785</td><td>1022165</td></tr>\n\t<tr><td>1160062</td><td>1022312</td></tr>\n\t<tr><td>1159498</td><td>1022884</td></tr>\n\t<tr><td>1159285</td><td>1022646</td></tr>\n\t<tr><td>1158355</td><td>1024376</td></tr>\n\t<tr><td>1157580</td><td>1024321</td></tr>\n\t<tr><td>1157206</td><td>1024542</td></tr>\n\t<tr><td>1149834</td><td>1023689</td></tr>\n\t<tr><td>1147825</td><td>1038904</td></tr>\n\t<tr><td>1147622</td><td>1038886</td></tr>\n\t<tr><td>1147130</td><td>1043284</td></tr>\n\t<tr><td>1146712</td><td>1043560</td></tr>\n\t<tr><td>1164470</td><td>1045942</td></tr>\n\t<tr><td>1163783</td><td>1051464</td></tr>\n\t<tr><td>1170393</td><td>1052222</td></tr>\n\t<tr><td>1169918</td><td>1051582</td></tr>\n\t<tr><td>1176218</td><td>1052342</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1158528</td><td>1162172</td></tr>\n\t<tr><td>1167556</td><td>1169392</td></tr>\n\t<tr><td>1187051</td><td>1139305</td></tr>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n\t<tr><td>1174085</td><td>1125461</td></tr>\n\t<tr><td>1173696</td><td>1126005</td></tr>\n\t<tr><td>1172939</td><td>1125533</td></tr>\n\t<tr><td>1173305</td><td>1124850</td></tr>\n\t<tr><td>1165720</td><td>1118968</td></tr>\n\t<tr><td>1165972</td><td>1119416</td></tr>\n\t<tr><td>1166423</td><td>1119627</td></tr>\n\t<tr><td>1166212</td><td>1120033</td></tr>\n\t<tr><td>1165848</td><td>1120113</td></tr>\n\t<tr><td>1165795</td><td>1120477</td></tr>\n\t<tr><td>1166038</td><td>1120687</td></tr>\n\t<tr><td>1165830</td><td>1121131</td></tr>\n\t<tr><td>1165489</td><td>1121156</td></tr>\n\t<tr><td>1166171</td><td>1121704</td></tr>\n\t<tr><td>1165772</td><td>1121762</td></tr>\n\t<tr><td>1165775</td><td>1122098</td></tr>\n\t<tr><td>1165259</td><td>1122195</td></tr>\n\t<tr><td>1165555</td><td>1122469</td></tr>\n\t<tr><td>1165747</td><td>1122270</td></tr>\n\t<tr><td>1166136</td><td>1122675</td></tr>\n\t<tr><td>1165633</td><td>1123130</td></tr>\n\t<tr><td>1165078</td><td>1123053</td></tr>\n\t<tr><td>1163862</td><td>1123484</td></tr>\n\t<tr><td>1163468</td><td>1123755</td></tr>\n\t<tr><td>1163645</td><td>1123909</td></tr>\n\t<tr><td>1163163</td><td>1123863</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1152598</td><td>1145523</td></tr>\n\t<tr><td>1152514</td><td>1146001</td></tr>\n\t<tr><td>1152787</td><td>1146516</td></tr>\n\t<tr><td>1152707</td><td>1146748</td></tr>\n\t<tr><td>1152390</td><td>1146666</td></tr>\n\t<tr><td>1152366</td><td>1147008</td></tr>\n\t<tr><td>1152046</td><td>1146996</td></tr>\n\t<tr><td>1152281</td><td>1147241</td></tr>\n\t<tr><td>1152504</td><td>1147121</td></tr>\n\t<tr><td>1152270</td><td>1147805</td></tr>\n\t<tr><td>1152576</td><td>1148249</td></tr>\n\t<tr><td>1152277</td><td>1148389</td></tr>\n\t<tr><td>1152656</td><td>1148680</td></tr>\n\t<tr><td>1152265</td><td>1148787</td></tr>\n\t<tr><td>1152388</td><td>1149142</td></tr>\n\t<tr><td>1152041</td><td>1149205</td></tr>\n\t<tr><td>1152230</td><td>1149521</td></tr>\n\t<tr><td>1151939</td><td>1149590</td></tr>\n\t<tr><td>1152189</td><td>1149867</td></tr>\n\t<tr><td>1152768</td><td>1149469</td></tr>\n\t<tr><td>1153310</td><td>1150279</td></tr>\n\t<tr><td>1154062</td><td>1149593</td></tr>\n\t<tr><td>1160369</td><td>1157711</td></tr>\n\t<tr><td>1160656</td><td>1157522</td></tr>\n\t<tr><td>1161039</td><td>1158036</td></tr>\n\t<tr><td>1160335</td><td>1158646</td></tr>\n\t<tr><td>1160596</td><td>1159304</td></tr>\n\t<tr><td>1160457</td><td>1159451</td></tr>\n\t<tr><td>1161048</td><td>1160163</td></tr>\n\t<tr><td>1158528</td><td>1162172</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1083007</td><td>1393811</td></tr>\n\t<tr><td>1089180</td><td>1394613</td></tr>\n\t<tr><td>1089253</td><td>1394034</td></tr>\n\t<tr><td>1088553</td><td>1392659</td></tr>\n\t<tr><td>1089565</td><td>1392166</td></tr>\n\t<tr><td>1089808</td><td>1391563</td></tr>\n\t<tr><td>1090493</td><td>1391178</td></tr>\n\t<tr><td>1090869</td><td>1390304</td></tr>\n\t<tr><td>1091516</td><td>1389791</td></tr>\n\t<tr><td>1091755</td><td>1388783</td></tr>\n\t<tr><td>1091610</td><td>1388415</td></tr>\n\t<tr><td>1091965</td><td>1388133</td></tr>\n\t<tr><td>1097402</td><td>1387173</td></tr>\n\t<tr><td>1097633</td><td>1385761</td></tr>\n\t<tr><td>1099809</td><td>1386062</td></tr>\n\t<tr><td>1099692</td><td>1386893</td></tr>\n\t<tr><td>1098977</td><td>1386794</td></tr>\n\t<tr><td>1098938</td><td>1387064</td></tr>\n\t<tr><td>1100120</td><td>1387375</td></tr>\n\t<tr><td>1100680</td><td>1387786</td></tr>\n\t<tr><td>1101803</td><td>1386938</td></tr>\n\t<tr><td>1102329</td><td>1385979</td></tr>\n\t<tr><td>1102002</td><td>1383343</td></tr>\n\t<tr><td>1102452</td><td>1381912</td></tr>\n\t<tr><td>1103393</td><td>1380849</td></tr>\n\t<tr><td>1104262</td><td>1380284</td></tr>\n\t<tr><td>1104007</td><td>1379710</td></tr>\n\t<tr><td>1104095</td><td>1378323</td></tr>\n\t<tr><td>1105618</td><td>1377651</td></tr>\n\t<tr><td>1106001</td><td>1374824</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1073228</td><td>1373345</td></tr>\n\t<tr><td>1072622</td><td>1374334</td></tr>\n\t<tr><td>1072518</td><td>1375424</td></tr>\n\t<tr><td>1072318</td><td>1375600</td></tr>\n\t<tr><td>1072229</td><td>1376366</td></tr>\n\t<tr><td>1072641</td><td>1377023</td></tr>\n\t<tr><td>1072553</td><td>1377461</td></tr>\n\t<tr><td>1073372</td><td>1378212</td></tr>\n\t<tr><td>1073614</td><td>1378800</td></tr>\n\t<tr><td>1074490</td><td>1378959</td></tr>\n\t<tr><td>1074905</td><td>1379580</td></tr>\n\t<tr><td>1075262</td><td>1381504</td></tr>\n\t<tr><td>1074565</td><td>1381728</td></tr>\n\t<tr><td>1073297</td><td>1383443</td></tr>\n\t<tr><td>1073314</td><td>1383736</td></tr>\n\t<tr><td>1072484</td><td>1384492</td></tr>\n\t<tr><td>1072049</td><td>1384299</td></tr>\n\t<tr><td>1071042</td><td>1384662</td></tr>\n\t<tr><td>1070660</td><td>1385297</td></tr>\n\t<tr><td>1069884</td><td>1385344</td></tr>\n\t<tr><td>1069546</td><td>1386332</td></tr>\n\t<tr><td>1068950</td><td>1386304</td></tr>\n\t<tr><td>1068000</td><td>1387353</td></tr>\n\t<tr><td>1067920</td><td>1387935</td></tr>\n\t<tr><td>1068423</td><td>1388857</td></tr>\n\t<tr><td>1070016</td><td>1390261</td></tr>\n\t<tr><td>1070285</td><td>1390951</td></tr>\n\t<tr><td>1070760</td><td>1391076</td></tr>\n\t<tr><td>1071855</td><td>1392422</td></tr>\n\t<tr><td>1083007</td><td>1393811</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1086694</td><td>1169426</td></tr>\n\t<tr><td>1100349</td><td>1170979</td></tr>\n\t<tr><td>1101043</td><td>1164601</td></tr>\n\t<tr><td>1102106</td><td>1155443</td></tr>\n\t<tr><td>1102777</td><td>1150059</td></tr>\n\t<tr><td>1100463</td><td>1149799</td></tr>\n\t<tr><td>1097075</td><td>1136874</td></tr>\n\t<tr><td>1096923</td><td>1137696</td></tr>\n\t<tr><td>1096112</td><td>1138026</td></tr>\n\t<tr><td>1095077</td><td>1140052</td></tr>\n\t<tr><td>1093973</td><td>1140127</td></tr>\n\t<tr><td>1093532</td><td>1139921</td></tr>\n\t<tr><td>1093582</td><td>1140655</td></tr>\n\t<tr><td>1093979</td><td>1141315</td></tr>\n\t<tr><td>1093630</td><td>1141657</td></tr>\n\t<tr><td>1092911</td><td>1141754</td></tr>\n\t<tr><td>1092529</td><td>1140906</td></tr>\n\t<tr><td>1091761</td><td>1140181</td></tr>\n\t<tr><td>1091869</td><td>1139831</td></tr>\n\t<tr><td>1091514</td><td>1140040</td></tr>\n\t<tr><td>1091518</td><td>1140600</td></tr>\n\t<tr><td>1090765</td><td>1141677</td></tr>\n\t<tr><td>1088766</td><td>1141963</td></tr>\n\t<tr><td>1088526</td><td>1142274</td></tr>\n\t<tr><td>1088086</td><td>1142906</td></tr>\n\t<tr><td>1087190</td><td>1143066</td></tr>\n\t<tr><td>1086960</td><td>1143635</td></tr>\n\t<tr><td>1085676</td><td>1142824</td></tr>\n\t<tr><td>1084753</td><td>1143480</td></tr>\n\t<tr><td>1083773</td><td>1143058</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1069382</td><td>1153969</td></tr>\n\t<tr><td>1069269</td><td>1154449</td></tr>\n\t<tr><td>1067170</td><td>1154947</td></tr>\n\t<tr><td>1066341</td><td>1154647</td></tr>\n\t<tr><td>1066045</td><td>1154920</td></tr>\n\t<tr><td>1065932</td><td>1157023</td></tr>\n\t<tr><td>1065450</td><td>1158051</td></tr>\n\t<tr><td>1065029</td><td>1158221</td></tr>\n\t<tr><td>1064057</td><td>1158001</td></tr>\n\t<tr><td>1064236</td><td>1158618</td></tr>\n\t<tr><td>1063773</td><td>1159518</td></tr>\n\t<tr><td>1064220</td><td>1160155</td></tr>\n\t<tr><td>1064106</td><td>1160684</td></tr>\n\t<tr><td>1064351</td><td>1161882</td></tr>\n\t<tr><td>1063697</td><td>1163156</td></tr>\n\t<tr><td>1062938</td><td>1163111</td></tr>\n\t<tr><td>1062737</td><td>1163312</td></tr>\n\t<tr><td>1062841</td><td>1164093</td></tr>\n\t<tr><td>1063289</td><td>1164254</td></tr>\n\t<tr><td>1063918</td><td>1164113</td></tr>\n\t<tr><td>1065218</td><td>1164713</td></tr>\n\t<tr><td>1065706</td><td>1165534</td></tr>\n\t<tr><td>1065432</td><td>1165931</td></tr>\n\t<tr><td>1065937</td><td>1166088</td></tr>\n\t<tr><td>1066379</td><td>1167236</td></tr>\n\t<tr><td>1084054</td><td>1169151</td></tr>\n\t<tr><td>1083947</td><td>1170059</td></tr>\n\t<tr><td>1084464</td><td>1170126</td></tr>\n\t<tr><td>1084925</td><td>1169243</td></tr>\n\t<tr><td>1086694</td><td>1169426</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>969816.2</td><td>1379956 </td></tr>\n\t<tr><td>971493.2</td><td>1365419 </td></tr>\n\t<tr><td>977128.9</td><td>1366080 </td></tr>\n\t<tr><td>978165.2</td><td>1357261 </td></tr>\n\t<tr><td>981954.6</td><td>1357708 </td></tr>\n\t<tr><td>982042.9</td><td>1356900 </td></tr>\n\t<tr><td>983407.2</td><td>1357023 </td></tr>\n\t<tr><td>981929.3</td><td>1352478 </td></tr>\n\t<tr><td>981838.5</td><td>1351511 </td></tr>\n\t<tr><td>992492.3</td><td>1352704 </td></tr>\n\t<tr><td>993782.4</td><td>1341875 </td></tr>\n\t<tr><td>992885.3</td><td>1341768 </td></tr>\n\t<tr><td>993327.2</td><td>1337848 </td></tr>\n\t<tr><td>992544.4</td><td>1337758 </td></tr>\n\t<tr><td>989052.0</td><td>1337389 </td></tr>\n\t<tr><td>951103.0</td><td>1333240 </td></tr>\n\t<tr><td>950053.0</td><td>1337082 </td></tr>\n\t<tr><td>953404.5</td><td>1342584 </td></tr>\n\t<tr><td>953061.9</td><td>1345883 </td></tr>\n\t<tr><td>955238.7</td><td>1349802 </td></tr>\n\t<tr><td>955227.6</td><td>1352036 </td></tr>\n\t<tr><td>955940.4</td><td>1352972 </td></tr>\n\t<tr><td>955029.0</td><td>1361023 </td></tr>\n\t<tr><td>956009.0</td><td>1366018 </td></tr>\n\t<tr><td>960250.6</td><td>1376274 </td></tr>\n\t<tr><td>960826.6</td><td>1378740 </td></tr>\n\t<tr><td>969816.2</td><td>1379956 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1116690</td><td>1278914</td></tr>\n\t<tr><td>1118977</td><td>1277074</td></tr>\n\t<tr><td>1119191</td><td>1277287</td></tr>\n\t<tr><td>1119636</td><td>1276862</td></tr>\n\t<tr><td>1120087</td><td>1276825</td></tr>\n\t<tr><td>1120354</td><td>1276225</td></tr>\n\t<tr><td>1120252</td><td>1275851</td></tr>\n\t<tr><td>1120652</td><td>1275469</td></tr>\n\t<tr><td>1121165</td><td>1275909</td></tr>\n\t<tr><td>1121763</td><td>1275903</td></tr>\n\t<tr><td>1122117</td><td>1276422</td></tr>\n\t<tr><td>1122021</td><td>1276845</td></tr>\n\t<tr><td>1122574</td><td>1276203</td></tr>\n\t<tr><td>1123414</td><td>1276470</td></tr>\n\t<tr><td>1123702</td><td>1276288</td></tr>\n\t<tr><td>1124949</td><td>1277134</td></tr>\n\t<tr><td>1125722</td><td>1277307</td></tr>\n\t<tr><td>1126265</td><td>1278084</td></tr>\n\t<tr><td>1127192</td><td>1278180</td></tr>\n\t<tr><td>1128000</td><td>1279004</td></tr>\n\t<tr><td>1129027</td><td>1278924</td></tr>\n\t<tr><td>1129171</td><td>1278522</td></tr>\n\t<tr><td>1129514</td><td>1278616</td></tr>\n\t<tr><td>1129920</td><td>1278189</td></tr>\n\t<tr><td>1130886</td><td>1278085</td></tr>\n\t<tr><td>1131287</td><td>1278019</td></tr>\n\t<tr><td>1131121</td><td>1278220</td></tr>\n\t<tr><td>1131615</td><td>1278353</td></tr>\n\t<tr><td>1132358</td><td>1277315</td></tr>\n\t<tr><td>1132806</td><td>1276042</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1137077</td><td>1276216</td></tr>\n\t<tr><td>1136626</td><td>1274000</td></tr>\n\t<tr><td>1136781</td><td>1273881</td></tr>\n\t<tr><td>1136801</td><td>1274162</td></tr>\n\t<tr><td>1137098</td><td>1274215</td></tr>\n\t<tr><td>1137351</td><td>1274036</td></tr>\n\t<tr><td>1138197</td><td>1273167</td></tr>\n\t<tr><td>1138427</td><td>1272469</td></tr>\n\t<tr><td>1139126</td><td>1272468</td></tr>\n\t<tr><td>1142471</td><td>1270502</td></tr>\n\t<tr><td>1142615</td><td>1270294</td></tr>\n\t<tr><td>1142422</td><td>1270023</td></tr>\n\t<tr><td>1143552</td><td>1269844</td></tr>\n\t<tr><td>1143665</td><td>1270011</td></tr>\n\t<tr><td>1143980</td><td>1269699</td></tr>\n\t<tr><td>1144094</td><td>1269859</td></tr>\n\t<tr><td>1144591</td><td>1269654</td></tr>\n\t<tr><td>1144686</td><td>1269940</td></tr>\n\t<tr><td>1145012</td><td>1269975</td></tr>\n\t<tr><td>1144458</td><td>1268647</td></tr>\n\t<tr><td>1143445</td><td>1267330</td></tr>\n\t<tr><td>1142758</td><td>1265274</td></tr>\n\t<tr><td>1132239</td><td>1243416</td></tr>\n\t<tr><td>1130357</td><td>1244590</td></tr>\n\t<tr><td>1130962</td><td>1245513</td></tr>\n\t<tr><td>1126657</td><td>1248186</td></tr>\n\t<tr><td>1124465</td><td>1247970</td></tr>\n\t<tr><td>1108770</td><td>1256988</td></tr>\n\t<tr><td>1102028</td><td>1260848</td></tr>\n\t<tr><td>1116690</td><td>1278914</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1281927 </td><td>1018558.6</td></tr>\n\t<tr><td>1282176 </td><td>1016893.2</td></tr>\n\t<tr><td>1283776 </td><td>1017107.0</td></tr>\n\t<tr><td>1283935 </td><td>1015928.7</td></tr>\n\t<tr><td>1282329 </td><td>1015697.5</td></tr>\n\t<tr><td>1282515 </td><td>1014376.4</td></tr>\n\t<tr><td>1284095 </td><td>1014594.2</td></tr>\n\t<tr><td>1284372 </td><td>1012556.6</td></tr>\n\t<tr><td>1285854 </td><td>1012806.1</td></tr>\n\t<tr><td>1286949 </td><td>1005782.0</td></tr>\n\t<tr><td>1287119 </td><td>1005875.2</td></tr>\n\t<tr><td>1287317 </td><td>1005249.5</td></tr>\n\t<tr><td>1288239 </td><td>1005228.8</td></tr>\n\t<tr><td>1288967 </td><td>1004873.9</td></tr>\n\t<tr><td>1288733 </td><td>1004639.1</td></tr>\n\t<tr><td>1288919 </td><td>1003885.5</td></tr>\n\t<tr><td>1289297 </td><td>1003548.9</td></tr>\n\t<tr><td>1289745 </td><td>1003688.3</td></tr>\n\t<tr><td>1289970 </td><td>1003494.5</td></tr>\n\t<tr><td>1289644 </td><td>1003439.4</td></tr>\n\t<tr><td>1289766 </td><td>1003122.1</td></tr>\n\t<tr><td>1290784 </td><td>1002272.8</td></tr>\n\t<tr><td>1291035 </td><td>1001742.3</td></tr>\n\t<tr><td>1292032 </td><td>1001538.9</td></tr>\n\t<tr><td>1292223 </td><td>1001115.7</td></tr>\n\t<tr><td>1292911 </td><td>1000839.2</td></tr>\n\t<tr><td>1292939 </td><td>1000449.1</td></tr>\n\t<tr><td>1294308 </td><td>1000179.0</td></tr>\n\t<tr><td>1294484 </td><td> 999591.4</td></tr>\n\t<tr><td>1295047 </td><td> 999304.7</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1278901 </td><td> 967932.0</td></tr>\n\t<tr><td>1277853 </td><td> 969468.6</td></tr>\n\t<tr><td>1276983 </td><td> 969808.1</td></tr>\n\t<tr><td>1276287 </td><td> 971002.5</td></tr>\n\t<tr><td>1275661 </td><td> 971028.4</td></tr>\n\t<tr><td>1274083 </td><td> 971766.4</td></tr>\n\t<tr><td>1273357 </td><td> 971727.4</td></tr>\n\t<tr><td>1272522 </td><td> 972380.7</td></tr>\n\t<tr><td>1272080 </td><td> 972400.1</td></tr>\n\t<tr><td>1262010 </td><td> 989525.0</td></tr>\n\t<tr><td>1259574 </td><td> 993649.9</td></tr>\n\t<tr><td>1258633 </td><td> 993495.0</td></tr>\n\t<tr><td>1257949 </td><td> 999544.6</td></tr>\n\t<tr><td>1259517 </td><td>1000589.5</td></tr>\n\t<tr><td>1260322 </td><td>1000574.2</td></tr>\n\t<tr><td>1261122 </td><td>1001116.9</td></tr>\n\t<tr><td>1261403 </td><td>1000904.1</td></tr>\n\t<tr><td>1262005 </td><td>1001038.1</td></tr>\n\t<tr><td>1263095 </td><td>1000298.7</td></tr>\n\t<tr><td>1263714 </td><td>1000321.5</td></tr>\n\t<tr><td>1263799 </td><td> 999936.9</td></tr>\n\t<tr><td>1264530 </td><td>1000114.3</td></tr>\n\t<tr><td>1263206 </td><td>1009931.3</td></tr>\n\t<tr><td>1261646 </td><td>1021559.3</td></tr>\n\t<tr><td>1264527 </td><td>1021972.1</td></tr>\n\t<tr><td>1274170 </td><td>1023278.5</td></tr>\n\t<tr><td>1274676 </td><td>1020450.2</td></tr>\n\t<tr><td>1275840 </td><td>1020634.8</td></tr>\n\t<tr><td>1276254 </td><td>1017828.9</td></tr>\n\t<tr><td>1281927 </td><td>1018558.6</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1223606</td><td>1256172</td></tr>\n\t<tr><td>1224889</td><td>1256847</td></tr>\n\t<tr><td>1225515</td><td>1256760</td></tr>\n\t<tr><td>1225794</td><td>1256119</td></tr>\n\t<tr><td>1226193</td><td>1256111</td></tr>\n\t<tr><td>1225732</td><td>1257211</td></tr>\n\t<tr><td>1225986</td><td>1257772</td></tr>\n\t<tr><td>1226220</td><td>1257535</td></tr>\n\t<tr><td>1234671</td><td>1240768</td></tr>\n\t<tr><td>1238042</td><td>1237419</td></tr>\n\t<tr><td>1239531</td><td>1233008</td></tr>\n\t<tr><td>1239354</td><td>1231087</td></tr>\n\t<tr><td>1239561</td><td>1230516</td></tr>\n\t<tr><td>1239855</td><td>1230484</td></tr>\n\t<tr><td>1240609</td><td>1231201</td></tr>\n\t<tr><td>1241455</td><td>1230955</td></tr>\n\t<tr><td>1241707</td><td>1230585</td></tr>\n\t<tr><td>1242338</td><td>1230466</td></tr>\n\t<tr><td>1243118</td><td>1229841</td></tr>\n\t<tr><td>1243990</td><td>1230048</td></tr>\n\t<tr><td>1244308</td><td>1229532</td></tr>\n\t<tr><td>1246529</td><td>1230042</td></tr>\n\t<tr><td>1246973</td><td>1230344</td></tr>\n\t<tr><td>1248603</td><td>1230490</td></tr>\n\t<tr><td>1248956</td><td>1230146</td></tr>\n\t<tr><td>1249940</td><td>1230186</td></tr>\n\t<tr><td>1250215</td><td>1229846</td></tr>\n\t<tr><td>1250983</td><td>1229719</td></tr>\n\t<tr><td>1251792</td><td>1230000</td></tr>\n\t<tr><td>1251859</td><td>1229516</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1209881</td><td>1237144</td></tr>\n\t<tr><td>1209860</td><td>1237569</td></tr>\n\t<tr><td>1209244</td><td>1237948</td></tr>\n\t<tr><td>1209241</td><td>1238297</td></tr>\n\t<tr><td>1208622</td><td>1239020</td></tr>\n\t<tr><td>1209416</td><td>1239660</td></tr>\n\t<tr><td>1210811</td><td>1241789</td></tr>\n\t<tr><td>1210912</td><td>1242871</td></tr>\n\t<tr><td>1211909</td><td>1243484</td></tr>\n\t<tr><td>1211820</td><td>1244968</td></tr>\n\t<tr><td>1212084</td><td>1245424</td></tr>\n\t<tr><td>1212467</td><td>1245704</td></tr>\n\t<tr><td>1215179</td><td>1244897</td></tr>\n\t<tr><td>1217029</td><td>1245603</td></tr>\n\t<tr><td>1218707</td><td>1245414</td></tr>\n\t<tr><td>1219138</td><td>1246358</td></tr>\n\t<tr><td>1219180</td><td>1247457</td></tr>\n\t<tr><td>1219970</td><td>1247793</td></tr>\n\t<tr><td>1220718</td><td>1248942</td></tr>\n\t<tr><td>1220719</td><td>1250378</td></tr>\n\t<tr><td>1220255</td><td>1250486</td></tr>\n\t<tr><td>1220610</td><td>1251730</td></tr>\n\t<tr><td>1221099</td><td>1251856</td></tr>\n\t<tr><td>1221145</td><td>1252653</td></tr>\n\t<tr><td>1221730</td><td>1253559</td></tr>\n\t<tr><td>1221775</td><td>1254124</td></tr>\n\t<tr><td>1221532</td><td>1254572</td></tr>\n\t<tr><td>1222346</td><td>1255206</td></tr>\n\t<tr><td>1222963</td><td>1255020</td></tr>\n\t<tr><td>1223606</td><td>1256172</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1222975</td><td>1215286</td></tr>\n\t<tr><td>1223237</td><td>1214853</td></tr>\n\t<tr><td>1223724</td><td>1214712</td></tr>\n\t<tr><td>1223506</td><td>1213935</td></tr>\n\t<tr><td>1224102</td><td>1213820</td></tr>\n\t<tr><td>1224449</td><td>1213162</td></tr>\n\t<tr><td>1223947</td><td>1212802</td></tr>\n\t<tr><td>1223989</td><td>1212572</td></tr>\n\t<tr><td>1224323</td><td>1212212</td></tr>\n\t<tr><td>1224775</td><td>1212154</td></tr>\n\t<tr><td>1224903</td><td>1211785</td></tr>\n\t<tr><td>1224290</td><td>1210746</td></tr>\n\t<tr><td>1224477</td><td>1209855</td></tr>\n\t<tr><td>1224804</td><td>1209560</td></tr>\n\t<tr><td>1224779</td><td>1208330</td></tr>\n\t<tr><td>1225505</td><td>1208454</td></tr>\n\t<tr><td>1226765</td><td>1208110</td></tr>\n\t<tr><td>1227359</td><td>1207328</td></tr>\n\t<tr><td>1227721</td><td>1207224</td></tr>\n\t<tr><td>1227971</td><td>1206255</td></tr>\n\t<tr><td>1228638</td><td>1205670</td></tr>\n\t<tr><td>1229234</td><td>1205545</td></tr>\n\t<tr><td>1229518</td><td>1205804</td></tr>\n\t<tr><td>1229788</td><td>1205502</td></tr>\n\t<tr><td>1230186</td><td>1205501</td></tr>\n\t<tr><td>1230490</td><td>1204790</td></tr>\n\t<tr><td>1230953</td><td>1204574</td></tr>\n\t<tr><td>1231612</td><td>1204837</td></tr>\n\t<tr><td>1232708</td><td>1204318</td></tr>\n\t<tr><td>1232658</td><td>1204022</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1197961</td><td>1186425</td></tr>\n\t<tr><td>1197552</td><td>1186601</td></tr>\n\t<tr><td>1196916</td><td>1187621</td></tr>\n\t<tr><td>1196924</td><td>1188008</td></tr>\n\t<tr><td>1197876</td><td>1189104</td></tr>\n\t<tr><td>1197777</td><td>1190432</td></tr>\n\t<tr><td>1198485</td><td>1191783</td></tr>\n\t<tr><td>1198248</td><td>1192981</td></tr>\n\t<tr><td>1197498</td><td>1193988</td></tr>\n\t<tr><td>1201556</td><td>1194559</td></tr>\n\t<tr><td>1202979</td><td>1195857</td></tr>\n\t<tr><td>1203577</td><td>1197212</td></tr>\n\t<tr><td>1204622</td><td>1198185</td></tr>\n\t<tr><td>1205648</td><td>1198066</td></tr>\n\t<tr><td>1206482</td><td>1198260</td></tr>\n\t<tr><td>1207280</td><td>1199007</td></tr>\n\t<tr><td>1208525</td><td>1199522</td></tr>\n\t<tr><td>1209441</td><td>1200825</td></tr>\n\t<tr><td>1210661</td><td>1201191</td></tr>\n\t<tr><td>1211620</td><td>1202466</td></tr>\n\t<tr><td>1212981</td><td>1207477</td></tr>\n\t<tr><td>1213664</td><td>1208481</td></tr>\n\t<tr><td>1213918</td><td>1209345</td></tr>\n\t<tr><td>1214642</td><td>1209833</td></tr>\n\t<tr><td>1215915</td><td>1210205</td></tr>\n\t<tr><td>1216302</td><td>1211260</td></tr>\n\t<tr><td>1217868</td><td>1212571</td></tr>\n\t<tr><td>1218600</td><td>1212799</td></tr>\n\t<tr><td>1220237</td><td>1214882</td></tr>\n\t<tr><td>1222975</td><td>1215286</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1318149</td><td>1065771</td></tr>\n\t<tr><td>1319409</td><td>1066015</td></tr>\n\t<tr><td>1319767</td><td>1065854</td></tr>\n\t<tr><td>1320052</td><td>1064128</td></tr>\n\t<tr><td>1320888</td><td>1063701</td></tr>\n\t<tr><td>1321002</td><td>1062874</td></tr>\n\t<tr><td>1322126</td><td>1063267</td></tr>\n\t<tr><td>1322741</td><td>1062277</td></tr>\n\t<tr><td>1323057</td><td>1062392</td></tr>\n\t<tr><td>1322997</td><td>1063183</td></tr>\n\t<tr><td>1324048</td><td>1062720</td></tr>\n\t<tr><td>1324397</td><td>1062128</td></tr>\n\t<tr><td>1324138</td><td>1061157</td></tr>\n\t<tr><td>1325003</td><td>1059654</td></tr>\n\t<tr><td>1327213</td><td>1058712</td></tr>\n\t<tr><td>1328071</td><td>1058660</td></tr>\n\t<tr><td>1328406</td><td>1057697</td></tr>\n\t<tr><td>1329284</td><td>1056370</td></tr>\n\t<tr><td>1330131</td><td>1055967</td></tr>\n\t<tr><td>1330593</td><td>1055422</td></tr>\n\t<tr><td>1331262</td><td>1055207</td></tr>\n\t<tr><td>1330985</td><td>1054522</td></tr>\n\t<tr><td>1331088</td><td>1054140</td></tr>\n\t<tr><td>1332133</td><td>1054237</td></tr>\n\t<tr><td>1332788</td><td>1053749</td></tr>\n\t<tr><td>1333318</td><td>1053907</td></tr>\n\t<tr><td>1333454</td><td>1053634</td></tr>\n\t<tr><td>1333209</td><td>1053170</td></tr>\n\t<tr><td>1333975</td><td>1052654</td></tr>\n\t<tr><td>1334982</td><td>1052999</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1303100</td><td>1061754</td></tr>\n\t<tr><td>1307195</td><td>1062302</td></tr>\n\t<tr><td>1306993</td><td>1063736</td></tr>\n\t<tr><td>1305339</td><td>1063515</td></tr>\n\t<tr><td>1305162</td><td>1065031</td></tr>\n\t<tr><td>1306968</td><td>1065263</td></tr>\n\t<tr><td>1306582</td><td>1067751</td></tr>\n\t<tr><td>1307415</td><td>1068662</td></tr>\n\t<tr><td>1307739</td><td>1068681</td></tr>\n\t<tr><td>1307989</td><td>1068352</td></tr>\n\t<tr><td>1308288</td><td>1068621</td></tr>\n\t<tr><td>1308612</td><td>1068428</td></tr>\n\t<tr><td>1309309</td><td>1068789</td></tr>\n\t<tr><td>1310118</td><td>1068843</td></tr>\n\t<tr><td>1310719</td><td>1068259</td></tr>\n\t<tr><td>1311642</td><td>1068310</td></tr>\n\t<tr><td>1312418</td><td>1067824</td></tr>\n\t<tr><td>1312728</td><td>1068133</td></tr>\n\t<tr><td>1312740</td><td>1068837</td></tr>\n\t<tr><td>1313156</td><td>1068912</td></tr>\n\t<tr><td>1313664</td><td>1067678</td></tr>\n\t<tr><td>1314272</td><td>1067324</td></tr>\n\t<tr><td>1314395</td><td>1066482</td></tr>\n\t<tr><td>1315459</td><td>1066553</td></tr>\n\t<tr><td>1315531</td><td>1066260</td></tr>\n\t<tr><td>1315232</td><td>1066024</td></tr>\n\t<tr><td>1315404</td><td>1065836</td></tr>\n\t<tr><td>1317568</td><td>1064930</td></tr>\n\t<tr><td>1317877</td><td>1065100</td></tr>\n\t<tr><td>1318149</td><td>1065771</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1061811</td><td>1081211</td></tr>\n\t<tr><td>1064481</td><td>1081543</td></tr>\n\t<tr><td>1064535</td><td>1080707</td></tr>\n\t<tr><td>1065521</td><td>1080826</td></tr>\n\t<tr><td>1065662</td><td>1079889</td></tr>\n\t<tr><td>1066013</td><td>1079941</td></tr>\n\t<tr><td>1066597</td><td>1079291</td></tr>\n\t<tr><td>1067038</td><td>1078023</td></tr>\n\t<tr><td>1066918</td><td>1077086</td></tr>\n\t<tr><td>1070301</td><td>1077395</td></tr>\n\t<tr><td>1070461</td><td>1075764</td></tr>\n\t<tr><td>1072229</td><td>1075989</td></tr>\n\t<tr><td>1072408</td><td>1074192</td></tr>\n\t<tr><td>1073287</td><td>1074355</td></tr>\n\t<tr><td>1073428</td><td>1073429</td></tr>\n\t<tr><td>1074257</td><td>1073530</td></tr>\n\t<tr><td>1074508</td><td>1071696</td></tr>\n\t<tr><td>1083452</td><td>1072730</td></tr>\n\t<tr><td>1084530</td><td>1062522</td></tr>\n\t<tr><td>1083726</td><td>1062435</td></tr>\n\t<tr><td>1084529</td><td>1054168</td></tr>\n\t<tr><td>1084954</td><td>1049573</td></tr>\n\t<tr><td>1084210</td><td>1049506</td></tr>\n\t<tr><td>1084291</td><td>1048717</td></tr>\n\t<tr><td>1070595</td><td>1047161</td></tr>\n\t<tr><td>1065354</td><td>1046546</td></tr>\n\t<tr><td>1064883</td><td>1051116</td></tr>\n\t<tr><td>1065785</td><td>1051220</td></tr>\n\t<tr><td>1065698</td><td>1052132</td></tr>\n\t<tr><td>1064772</td><td>1052013</td></tr>\n\t<tr><td>1064660</td><td>1052832</td></tr>\n\t<tr><td>1065614</td><td>1052939</td></tr>\n\t<tr><td>1065534</td><td>1053750</td></tr>\n\t<tr><td>1064565</td><td>1053638</td></tr>\n\t<tr><td>1064079</td><td>1058529</td></tr>\n\t<tr><td>1064978</td><td>1058682</td></tr>\n\t<tr><td>1064951</td><td>1059594</td></tr>\n\t<tr><td>1063540</td><td>1072314</td></tr>\n\t<tr><td>1062692</td><td>1072213</td></tr>\n\t<tr><td>1062563</td><td>1073129</td></tr>\n\t<tr><td>1063421</td><td>1073232</td></tr>\n\t<tr><td>1063398</td><td>1075070</td></tr>\n\t<tr><td>1064239</td><td>1075149</td></tr>\n\t<tr><td>1064156</td><td>1076003</td></tr>\n\t<tr><td>1063296</td><td>1075922</td></tr>\n\t<tr><td>1062751</td><td>1080460</td></tr>\n\t<tr><td>1061915</td><td>1080348</td></tr>\n\t<tr><td>1061811</td><td>1081211</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1246164</td><td>1112595</td></tr>\n\t<tr><td>1247012</td><td>1112135</td></tr>\n\t<tr><td>1247036</td><td>1112463</td></tr>\n\t<tr><td>1247234</td><td>1112377</td></tr>\n\t<tr><td>1247294</td><td>1111955</td></tr>\n\t<tr><td>1246723</td><td>1111462</td></tr>\n\t<tr><td>1247205</td><td>1111294</td></tr>\n\t<tr><td>1247164</td><td>1110396</td></tr>\n\t<tr><td>1247812</td><td>1110254</td></tr>\n\t<tr><td>1248374</td><td>1109704</td></tr>\n\t<tr><td>1248215</td><td>1108531</td></tr>\n\t<tr><td>1247816</td><td>1108414</td></tr>\n\t<tr><td>1247903</td><td>1107598</td></tr>\n\t<tr><td>1247667</td><td>1107495</td></tr>\n\t<tr><td>1247615</td><td>1106834</td></tr>\n\t<tr><td>1248108</td><td>1106638</td></tr>\n\t<tr><td>1248370</td><td>1106071</td></tr>\n\t<tr><td>1249135</td><td>1105756</td></tr>\n\t<tr><td>1249457</td><td>1104948</td></tr>\n\t<tr><td>1249151</td><td>1104455</td></tr>\n\t<tr><td>1250342</td><td>1103000</td></tr>\n\t<tr><td>1249903</td><td>1101776</td></tr>\n\t<tr><td>1250437</td><td>1100543</td></tr>\n\t<tr><td>1250275</td><td>1099951</td></tr>\n\t<tr><td>1250469</td><td>1099877</td></tr>\n\t<tr><td>1250638</td><td>1100316</td></tr>\n\t<tr><td>1250970</td><td>1100093</td></tr>\n\t<tr><td>1250639</td><td>1099654</td></tr>\n\t<tr><td>1251079</td><td>1099339</td></tr>\n\t<tr><td>1250873</td><td>1098777</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1224812</td><td>1089909</td></tr>\n\t<tr><td>1223343</td><td>1090045</td></tr>\n\t<tr><td>1222393</td><td>1089803</td></tr>\n\t<tr><td>1223386</td><td>1091109</td></tr>\n\t<tr><td>1227872</td><td>1097070</td></tr>\n\t<tr><td>1226459</td><td>1098375</td></tr>\n\t<tr><td>1227012</td><td>1098922</td></tr>\n\t<tr><td>1227712</td><td>1098370</td></tr>\n\t<tr><td>1228308</td><td>1099064</td></tr>\n\t<tr><td>1228946</td><td>1098532</td></tr>\n\t<tr><td>1236117</td><td>1108017</td></tr>\n\t<tr><td>1236824</td><td>1107487</td></tr>\n\t<tr><td>1237108</td><td>1107840</td></tr>\n\t<tr><td>1237371</td><td>1108193</td></tr>\n\t<tr><td>1236641</td><td>1108743</td></tr>\n\t<tr><td>1239829</td><td>1112986</td></tr>\n\t<tr><td>1240076</td><td>1112636</td></tr>\n\t<tr><td>1240566</td><td>1112643</td></tr>\n\t<tr><td>1240636</td><td>1113175</td></tr>\n\t<tr><td>1241523</td><td>1112374</td></tr>\n\t<tr><td>1241250</td><td>1111987</td></tr>\n\t<tr><td>1241822</td><td>1112089</td></tr>\n\t<tr><td>1242675</td><td>1111732</td></tr>\n\t<tr><td>1245158</td><td>1112105</td></tr>\n\t<tr><td>1245470</td><td>1112485</td></tr>\n\t<tr><td>1245011</td><td>1112697</td></tr>\n\t<tr><td>1244880</td><td>1113135</td></tr>\n\t<tr><td>1245571</td><td>1112823</td></tr>\n\t<tr><td>1245889</td><td>1113122</td></tr>\n\t<tr><td>1246164</td><td>1112595</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1106001</td><td>1374824</td></tr>\n\t<tr><td>1109238</td><td>1376195</td></tr>\n\t<tr><td>1111129</td><td>1376016</td></tr>\n\t<tr><td>1112209</td><td>1375362</td></tr>\n\t<tr><td>1112893</td><td>1375503</td></tr>\n\t<tr><td>1113571</td><td>1375857</td></tr>\n\t<tr><td>1114054</td><td>1376587</td></tr>\n\t<tr><td>1114783</td><td>1376833</td></tr>\n\t<tr><td>1115572</td><td>1375548</td></tr>\n\t<tr><td>1116094</td><td>1375695</td></tr>\n\t<tr><td>1118280</td><td>1374097</td></tr>\n\t<tr><td>1119536</td><td>1374081</td></tr>\n\t<tr><td>1119564</td><td>1373723</td></tr>\n\t<tr><td>1120119</td><td>1373334</td></tr>\n\t<tr><td>1119890</td><td>1372074</td></tr>\n\t<tr><td>1120291</td><td>1371529</td></tr>\n\t<tr><td>1120662</td><td>1371430</td></tr>\n\t<tr><td>1120605</td><td>1370746</td></tr>\n\t<tr><td>1121023</td><td>1369932</td></tr>\n\t<tr><td>1120288</td><td>1368821</td></tr>\n\t<tr><td>1119880</td><td>1367391</td></tr>\n\t<tr><td>1120307</td><td>1366161</td></tr>\n\t<tr><td>1120224</td><td>1363943</td></tr>\n\t<tr><td>1119901</td><td>1363867</td></tr>\n\t<tr><td>1119614</td><td>1363161</td></tr>\n\t<tr><td>1119897</td><td>1362787</td></tr>\n\t<tr><td>1119558</td><td>1362369</td></tr>\n\t<tr><td>1119172</td><td>1362342</td></tr>\n\t<tr><td>1119049</td><td>1361809</td></tr>\n\t<tr><td>1118901</td><td>1361521</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1099972</td><td>1354989</td></tr>\n\t<tr><td>1099606</td><td>1355479</td></tr>\n\t<tr><td>1099910</td><td>1355759</td></tr>\n\t<tr><td>1099723</td><td>1356434</td></tr>\n\t<tr><td>1100004</td><td>1356808</td></tr>\n\t<tr><td>1099628</td><td>1357188</td></tr>\n\t<tr><td>1099704</td><td>1358653</td></tr>\n\t<tr><td>1099245</td><td>1359011</td></tr>\n\t<tr><td>1099356</td><td>1359431</td></tr>\n\t<tr><td>1099720</td><td>1359591</td></tr>\n\t<tr><td>1099216</td><td>1360451</td></tr>\n\t<tr><td>1099216</td><td>1361240</td></tr>\n\t<tr><td>1099274</td><td>1361575</td></tr>\n\t<tr><td>1100000</td><td>1362198</td></tr>\n\t<tr><td>1099859</td><td>1362507</td></tr>\n\t<tr><td>1100172</td><td>1363212</td></tr>\n\t<tr><td>1099934</td><td>1363644</td></tr>\n\t<tr><td>1100261</td><td>1364160</td></tr>\n\t<tr><td>1100018</td><td>1364985</td></tr>\n\t<tr><td>1100159</td><td>1366098</td></tr>\n\t<tr><td>1100643</td><td>1366611</td></tr>\n\t<tr><td>1101586</td><td>1366608</td></tr>\n\t<tr><td>1101711</td><td>1367064</td></tr>\n\t<tr><td>1102476</td><td>1367377</td></tr>\n\t<tr><td>1102314</td><td>1368427</td></tr>\n\t<tr><td>1102685</td><td>1368881</td></tr>\n\t<tr><td>1101856</td><td>1371245</td></tr>\n\t<tr><td>1102144</td><td>1372757</td></tr>\n\t<tr><td>1103317</td><td>1373711</td></tr>\n\t<tr><td>1106001</td><td>1374824</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td> 995692.5</td><td>1383222 </td></tr>\n\t<tr><td>1010640.1</td><td>1384972 </td></tr>\n\t<tr><td>1010372.5</td><td>1384424 </td></tr>\n\t<tr><td>1010546.4</td><td>1383106 </td></tr>\n\t<tr><td>1010334.7</td><td>1382490 </td></tr>\n\t<tr><td>1009904.4</td><td>1382228 </td></tr>\n\t<tr><td>1010091.8</td><td>1381631 </td></tr>\n\t<tr><td>1009659.3</td><td>1381170 </td></tr>\n\t<tr><td>1009736.2</td><td>1380748 </td></tr>\n\t<tr><td>1009109.5</td><td>1380133 </td></tr>\n\t<tr><td>1008651.8</td><td>1376976 </td></tr>\n\t<tr><td>1009326.4</td><td>1376302 </td></tr>\n\t<tr><td>1009369.5</td><td>1375789 </td></tr>\n\t<tr><td>1009935.5</td><td>1375761 </td></tr>\n\t<tr><td>1010551.2</td><td>1375282 </td></tr>\n\t<tr><td>1010009.8</td><td>1374877 </td></tr>\n\t<tr><td>1010097.8</td><td>1374545 </td></tr>\n\t<tr><td>1009771.2</td><td>1374646 </td></tr>\n\t<tr><td>1010246.0</td><td>1373827 </td></tr>\n\t<tr><td>1010489.3</td><td>1373866 </td></tr>\n\t<tr><td>1010387.1</td><td>1373511 </td></tr>\n\t<tr><td>1010621.1</td><td>1373074 </td></tr>\n\t<tr><td>1011358.2</td><td>1372571 </td></tr>\n\t<tr><td>1011505.8</td><td>1371800 </td></tr>\n\t<tr><td>1011306.8</td><td>1371209 </td></tr>\n\t<tr><td>1010510.3</td><td>1370480 </td></tr>\n\t<tr><td>1009995.0</td><td>1370501 </td></tr>\n\t<tr><td>1009699.0</td><td>1370802 </td></tr>\n\t<tr><td>1009429.3</td><td>1370566 </td></tr>\n\t<tr><td>1010030.1</td><td>1369861 </td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1005080.9</td><td>1342428 </td></tr>\n\t<tr><td> 993865.3</td><td>1341153 </td></tr>\n\t<tr><td> 993782.4</td><td>1341875 </td></tr>\n\t<tr><td> 992492.3</td><td>1352704 </td></tr>\n\t<tr><td> 981838.5</td><td>1351511 </td></tr>\n\t<tr><td> 981929.3</td><td>1352478 </td></tr>\n\t<tr><td> 983407.2</td><td>1357023 </td></tr>\n\t<tr><td> 983919.0</td><td>1362941 </td></tr>\n\t<tr><td> 984745.1</td><td>1362980 </td></tr>\n\t<tr><td> 984826.8</td><td>1362190 </td></tr>\n\t<tr><td> 986383.4</td><td>1362391 </td></tr>\n\t<tr><td> 986304.7</td><td>1363159 </td></tr>\n\t<tr><td> 990239.1</td><td>1363647 </td></tr>\n\t<tr><td> 989672.5</td><td>1368548 </td></tr>\n\t<tr><td> 992275.8</td><td>1368867 </td></tr>\n\t<tr><td> 992180.2</td><td>1369685 </td></tr>\n\t<tr><td> 993029.8</td><td>1369788 </td></tr>\n\t<tr><td> 992940.8</td><td>1370615 </td></tr>\n\t<tr><td> 993849.4</td><td>1370729 </td></tr>\n\t<tr><td> 993631.2</td><td>1372296 </td></tr>\n\t<tr><td> 992739.2</td><td>1372178 </td></tr>\n\t<tr><td> 992526.1</td><td>1374111 </td></tr>\n\t<tr><td> 993381.1</td><td>1374222 </td></tr>\n\t<tr><td> 993878.3</td><td>1375173 </td></tr>\n\t<tr><td> 993887.1</td><td>1376199 </td></tr>\n\t<tr><td> 994430.2</td><td>1377771 </td></tr>\n\t<tr><td> 994049.9</td><td>1381316 </td></tr>\n\t<tr><td> 995644.6</td><td>1381538 </td></tr>\n\t<tr><td> 995434.0</td><td>1383190 </td></tr>\n\t<tr><td> 995692.5</td><td>1383222 </td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1160313</td><td>1080702</td></tr>\n\t<tr><td>1165659</td><td>1081395</td></tr>\n\t<tr><td>1165561</td><td>1082274</td></tr>\n\t<tr><td>1166431</td><td>1082378</td></tr>\n\t<tr><td>1166535</td><td>1081505</td></tr>\n\t<tr><td>1176412</td><td>1082707</td></tr>\n\t<tr><td>1176298</td><td>1083611</td></tr>\n\t<tr><td>1178075</td><td>1083819</td></tr>\n\t<tr><td>1177966</td><td>1084709</td></tr>\n\t<tr><td>1182387</td><td>1085213</td></tr>\n\t<tr><td>1182742</td><td>1085023</td></tr>\n\t<tr><td>1182879</td><td>1085330</td></tr>\n\t<tr><td>1183248</td><td>1085205</td></tr>\n\t<tr><td>1182912</td><td>1084812</td></tr>\n\t<tr><td>1183401</td><td>1084088</td></tr>\n\t<tr><td>1184392</td><td>1083247</td></tr>\n\t<tr><td>1184153</td><td>1083030</td></tr>\n\t<tr><td>1184245</td><td>1082601</td></tr>\n\t<tr><td>1183793</td><td>1082775</td></tr>\n\t<tr><td>1183701</td><td>1082429</td></tr>\n\t<tr><td>1184758</td><td>1082201</td></tr>\n\t<tr><td>1184838</td><td>1082607</td></tr>\n\t<tr><td>1185168</td><td>1082837</td></tr>\n\t<tr><td>1185734</td><td>1082674</td></tr>\n\t<tr><td>1186397</td><td>1082113</td></tr>\n\t<tr><td>1186377</td><td>1082428</td></tr>\n\t<tr><td>1187000</td><td>1082593</td></tr>\n\t<tr><td>1186989</td><td>1081869</td></tr>\n\t<tr><td>1187876</td><td>1080673</td></tr>\n\t<tr><td>1188231</td><td>1080782</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1201054</td><td>1061627</td></tr>\n\t<tr><td>1200999</td><td>1061048</td></tr>\n\t<tr><td>1201712</td><td>1060833</td></tr>\n\t<tr><td>1201343</td><td>1060586</td></tr>\n\t<tr><td>1201691</td><td>1060150</td></tr>\n\t<tr><td>1201409</td><td>1059967</td></tr>\n\t<tr><td>1202056</td><td>1059915</td></tr>\n\t<tr><td>1201948</td><td>1059446</td></tr>\n\t<tr><td>1202363</td><td>1059327</td></tr>\n\t<tr><td>1202599</td><td>1059516</td></tr>\n\t<tr><td>1202697</td><td>1059023</td></tr>\n\t<tr><td>1202917</td><td>1058973</td></tr>\n\t<tr><td>1203660</td><td>1059606</td></tr>\n\t<tr><td>1203976</td><td>1059042</td></tr>\n\t<tr><td>1203886</td><td>1058679</td></tr>\n\t<tr><td>1204221</td><td>1058471</td></tr>\n\t<tr><td>1203729</td><td>1057431</td></tr>\n\t<tr><td>1204403</td><td>1056742</td></tr>\n\t<tr><td>1204456</td><td>1056204</td></tr>\n\t<tr><td>1203862</td><td>1056566</td></tr>\n\t<tr><td>1203201</td><td>1056173</td></tr>\n\t<tr><td>1201815</td><td>1055994</td></tr>\n\t<tr><td>1201708</td><td>1055625</td></tr>\n\t<tr><td>1201304</td><td>1055402</td></tr>\n\t<tr><td>1176218</td><td>1052342</td></tr>\n\t<tr><td>1169918</td><td>1051582</td></tr>\n\t<tr><td>1170393</td><td>1052222</td></tr>\n\t<tr><td>1163783</td><td>1051464</td></tr>\n\t<tr><td>1161518</td><td>1070725</td></tr>\n\t<tr><td>1160313</td><td>1080702</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1208787</td><td>1295925</td></tr>\n\t<tr><td>1209926</td><td>1296364</td></tr>\n\t<tr><td>1210969</td><td>1296339</td></tr>\n\t<tr><td>1211783</td><td>1297238</td></tr>\n\t<tr><td>1213502</td><td>1298122</td></tr>\n\t<tr><td>1215778</td><td>1298107</td></tr>\n\t<tr><td>1218553</td><td>1298937</td></tr>\n\t<tr><td>1219736</td><td>1299728</td></tr>\n\t<tr><td>1220666</td><td>1299148</td></tr>\n\t<tr><td>1226299</td><td>1285878</td></tr>\n\t<tr><td>1228448</td><td>1287814</td></tr>\n\t<tr><td>1228644</td><td>1287868</td></tr>\n\t<tr><td>1228843</td><td>1287185</td></tr>\n\t<tr><td>1229285</td><td>1286925</td></tr>\n\t<tr><td>1229288</td><td>1285873</td></tr>\n\t<tr><td>1228953</td><td>1285505</td></tr>\n\t<tr><td>1228936</td><td>1285032</td></tr>\n\t<tr><td>1228445</td><td>1284647</td></tr>\n\t<tr><td>1228600</td><td>1283880</td></tr>\n\t<tr><td>1227811</td><td>1283088</td></tr>\n\t<tr><td>1227690</td><td>1282588</td></tr>\n\t<tr><td>1230444</td><td>1278021</td></tr>\n\t<tr><td>1241266</td><td>1263133</td></tr>\n\t<tr><td>1240576</td><td>1263364</td></tr>\n\t<tr><td>1240480</td><td>1263923</td></tr>\n\t<tr><td>1239176</td><td>1264521</td></tr>\n\t<tr><td>1238730</td><td>1264101</td></tr>\n\t<tr><td>1238532</td><td>1264354</td></tr>\n\t<tr><td>1238633</td><td>1264968</td></tr>\n\t<tr><td>1238416</td><td>1265034</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1195718</td><td>1269394</td></tr>\n\t<tr><td>1192789</td><td>1272250</td></tr>\n\t<tr><td>1192973</td><td>1272609</td></tr>\n\t<tr><td>1192811</td><td>1272806</td></tr>\n\t<tr><td>1193256</td><td>1273271</td></tr>\n\t<tr><td>1193464</td><td>1274007</td></tr>\n\t<tr><td>1193442</td><td>1274738</td></tr>\n\t<tr><td>1194716</td><td>1275981</td></tr>\n\t<tr><td>1195056</td><td>1277461</td></tr>\n\t<tr><td>1194908</td><td>1277668</td></tr>\n\t<tr><td>1195850</td><td>1280358</td></tr>\n\t<tr><td>1196885</td><td>1280566</td></tr>\n\t<tr><td>1197563</td><td>1281476</td></tr>\n\t<tr><td>1197945</td><td>1283332</td></tr>\n\t<tr><td>1199879</td><td>1286228</td></tr>\n\t<tr><td>1199972</td><td>1287613</td></tr>\n\t<tr><td>1200783</td><td>1288616</td></tr>\n\t<tr><td>1200964</td><td>1289360</td></tr>\n\t<tr><td>1202137</td><td>1290164</td></tr>\n\t<tr><td>1202591</td><td>1290230</td></tr>\n\t<tr><td>1203017</td><td>1291625</td></tr>\n\t<tr><td>1205007</td><td>1292017</td></tr>\n\t<tr><td>1205451</td><td>1292485</td></tr>\n\t<tr><td>1205684</td><td>1292380</td></tr>\n\t<tr><td>1205874</td><td>1292678</td></tr>\n\t<tr><td>1206479</td><td>1292763</td></tr>\n\t<tr><td>1206665</td><td>1293342</td></tr>\n\t<tr><td>1207799</td><td>1293327</td></tr>\n\t<tr><td>1208539</td><td>1294487</td></tr>\n\t<tr><td>1208787</td><td>1295925</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1171704</td><td>1173086</td></tr>\n\t<tr><td>1177765</td><td>1176798</td></tr>\n\t<tr><td>1178986</td><td>1175857</td></tr>\n\t<tr><td>1179993</td><td>1177349</td></tr>\n\t<tr><td>1179420</td><td>1177788</td></tr>\n\t<tr><td>1184791</td><td>1181311</td></tr>\n\t<tr><td>1184977</td><td>1181142</td></tr>\n\t<tr><td>1185651</td><td>1181360</td></tr>\n\t<tr><td>1186046</td><td>1181240</td></tr>\n\t<tr><td>1186559</td><td>1180578</td></tr>\n\t<tr><td>1189055</td><td>1180317</td></tr>\n\t<tr><td>1187203</td><td>1182073</td></tr>\n\t<tr><td>1188800</td><td>1184024</td></tr>\n\t<tr><td>1189411</td><td>1183505</td></tr>\n\t<tr><td>1189745</td><td>1183506</td></tr>\n\t<tr><td>1189881</td><td>1183872</td></tr>\n\t<tr><td>1189597</td><td>1184586</td></tr>\n\t<tr><td>1189896</td><td>1184845</td></tr>\n\t<tr><td>1191249</td><td>1184817</td></tr>\n\t<tr><td>1191584</td><td>1184001</td></tr>\n\t<tr><td>1192206</td><td>1184318</td></tr>\n\t<tr><td>1191995</td><td>1183771</td></tr>\n\t<tr><td>1192284</td><td>1183361</td></tr>\n\t<tr><td>1191840</td><td>1183078</td></tr>\n\t<tr><td>1192594</td><td>1182799</td></tr>\n\t<tr><td>1192261</td><td>1182317</td></tr>\n\t<tr><td>1193048</td><td>1182155</td></tr>\n\t<tr><td>1193319</td><td>1181363</td></tr>\n\t<tr><td>1193853</td><td>1181364</td></tr>\n\t<tr><td>1194016</td><td>1180946</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1208383</td><td>1168274</td></tr>\n\t<tr><td>1208748</td><td>1167873</td></tr>\n\t<tr><td>1208828</td><td>1167637</td></tr>\n\t<tr><td>1208552</td><td>1167317</td></tr>\n\t<tr><td>1209186</td><td>1167078</td></tr>\n\t<tr><td>1208813</td><td>1166519</td></tr>\n\t<tr><td>1209318</td><td>1166262</td></tr>\n\t<tr><td>1209249</td><td>1165870</td></tr>\n\t<tr><td>1209652</td><td>1165745</td></tr>\n\t<tr><td>1209955</td><td>1165055</td></tr>\n\t<tr><td>1210300</td><td>1165001</td></tr>\n\t<tr><td>1210336</td><td>1164669</td></tr>\n\t<tr><td>1210764</td><td>1164367</td></tr>\n\t<tr><td>1210468</td><td>1163786</td></tr>\n\t<tr><td>1210719</td><td>1163054</td></tr>\n\t<tr><td>1210574</td><td>1161312</td></tr>\n\t<tr><td>1210854</td><td>1159695</td></tr>\n\t<tr><td>1211342</td><td>1159706</td></tr>\n\t<tr><td>1211492</td><td>1159366</td></tr>\n\t<tr><td>1211943</td><td>1159642</td></tr>\n\t<tr><td>1211694</td><td>1160013</td></tr>\n\t<tr><td>1212081</td><td>1159797</td></tr>\n\t<tr><td>1212360</td><td>1159002</td></tr>\n\t<tr><td>1212419</td><td>1157624</td></tr>\n\t<tr><td>1211929</td><td>1154027</td></tr>\n\t<tr><td>1204709</td><td>1149085</td></tr>\n\t<tr><td>1188893</td><td>1136913</td></tr>\n\t<tr><td>1187051</td><td>1139305</td></tr>\n\t<tr><td>1167556</td><td>1169392</td></tr>\n\t<tr><td>1171704</td><td>1173086</td></tr>\n</tbody>\n</table>\n</li>\n\t<li><table>\n<tbody>\n\t<tr><td>1133300</td><td>1046830</td></tr>\n\t<tr><td>1133540</td><td>1046505</td></tr>\n\t<tr><td>1134353</td><td>1046693</td></tr>\n\t<tr><td>1134679</td><td>1047055</td></tr>\n\t<tr><td>1135773</td><td>1047042</td></tr>\n\t<tr><td>1136783</td><td>1046613</td></tr>\n\t<tr><td>1139072</td><td>1046358</td></tr>\n\t<tr><td>1141211</td><td>1046487</td></tr>\n\t<tr><td>1141294</td><td>1046672</td></tr>\n\t<tr><td>1141558</td><td>1044725</td></tr>\n\t<tr><td>1142504</td><td>1044838</td></tr>\n\t<tr><td>1142325</td><td>1046071</td></tr>\n\t<tr><td>1142564</td><td>1045635</td></tr>\n\t<tr><td>1143413</td><td>1045115</td></tr>\n\t<tr><td>1143495</td><td>1044464</td></tr>\n\t<tr><td>1144239</td><td>1043990</td></tr>\n\t<tr><td>1145245</td><td>1044348</td></tr>\n\t<tr><td>1145790</td><td>1043722</td></tr>\n\t<tr><td>1146712</td><td>1043560</td></tr>\n\t<tr><td>1147130</td><td>1043284</td></tr>\n\t<tr><td>1147622</td><td>1038886</td></tr>\n\t<tr><td>1147825</td><td>1038904</td></tr>\n\t<tr><td>1149834</td><td>1023689</td></tr>\n\t<tr><td>1157206</td><td>1024542</td></tr>\n\t<tr><td>1157580</td><td>1024321</td></tr>\n\t<tr><td>1158355</td><td>1024376</td></tr>\n\t<tr><td>1159285</td><td>1022646</td></tr>\n\t<tr><td>1159498</td><td>1022884</td></tr>\n\t<tr><td>1160062</td><td>1022312</td></tr>\n\t<tr><td>1160785</td><td>1022165</td></tr>\n\t<tr><td>...</td><td>...</td></tr>\n\t<tr><td>1127875</td><td>1027714</td></tr>\n\t<tr><td>1127972</td><td>1028757</td></tr>\n\t<tr><td>1127401</td><td>1029631</td></tr>\n\t<tr><td>1127175</td><td>1030569</td></tr>\n\t<tr><td>1126426</td><td>1031174</td></tr>\n\t<tr><td>1127449</td><td>1031941</td></tr>\n\t<tr><td>1127958</td><td>1033343</td></tr>\n\t<tr><td>1128490</td><td>1033556</td></tr>\n\t<tr><td>1128622</td><td>1035756</td></tr>\n\t<tr><td>1128994</td><td>1036107</td></tr>\n\t<tr><td>1129561</td><td>1036207</td></tr>\n\t<tr><td>1130074</td><td>1037265</td></tr>\n\t<tr><td>1129937</td><td>1037694</td></tr>\n\t<tr><td>1129180</td><td>1038394</td></tr>\n\t<tr><td>1129264</td><td>1039258</td></tr>\n\t<tr><td>1128407</td><td>1039354</td></tr>\n\t<tr><td>1127848</td><td>1039713</td></tr>\n\t<tr><td>1127546</td><td>1040064</td></tr>\n\t<tr><td>1127471</td><td>1040772</td></tr>\n\t<tr><td>1127662</td><td>1041155</td></tr>\n\t<tr><td>1128869</td><td>1041287</td></tr>\n\t<tr><td>1129248</td><td>1041700</td></tr>\n\t<tr><td>1130427</td><td>1041457</td></tr>\n\t<tr><td>1130028</td><td>1042431</td></tr>\n\t<tr><td>1130799</td><td>1044895</td></tr>\n\t<tr><td>1131654</td><td>1045107</td></tr>\n\t<tr><td>1131749</td><td>1045720</td></tr>\n\t<tr><td>1132456</td><td>1046318</td></tr>\n\t<tr><td>1132611</td><td>1046875</td></tr>\n\t<tr><td>1133300</td><td>1046830</td></tr>\n</tbody>\n</table>\n</li>\n</ol>\n",
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1129883.51747863\n25. 1128002.04421081\n26. 1127655.65527401\n27. 1127083.28126287\n28. 1127027.71300939\n29. 1126446.69732704\n30. 1125792.12244286\n31. 1124665.72818741\n32. 1124603.83996591\n33. 1124032.6863854\n34. 1123333.87798811\n35. 1122868.67182649\n36. 1122129.38808026\n37. 1122434.30262655\n38. 1122800.70499439\n39. 1122656.47931957\n40. 1122908.32548964\n41. 1123768.51815601\n42. 1123718.14606912\n43. 1124213.80153464\n44. 1125570.06032645\n45. 1126156.88691294\n46. 1126657.50786159\n47. 1126650.41592944\n48. 1128537.32973598\n49. 1129067.50867771\n50. 1130297.20962546\n51. 1131026.47505971\n52. 1131792.56149483\n53. 1132295.62143627\n54. 1138477.87628272\n55. 1139429.11821567\n56. 1143758.23171211\n57. 1145285.80528475\n58. 1342533.30353325\n59. 1339224.979781\n60. 1335139.5710403\n61. 1333645.64684579\n62. 1327503.22059404\n63. 1321108.09117698\n64. 1319373.13233825\n65. 1318614.60055975\n66. 1318090.44674806\n67. 1316800.3430006\n68. 1316653.38174674\n69. 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1342533.30353325\n\n\n\n7. 1. 1139961.37848548\n2. 1139951.97389143\n3. 1130886.09309587\n4. 1129920.36085877\n5. 1129514.24131233\n6. 1129170.52277104\n7. 1129026.97921877\n8. 1127999.53463182\n9. 1127191.695175\n10. 1126264.76403303\n11. 1125721.79774769\n12. 1124949.00215345\n13. 1123702.04579799\n14. 1123414.25619196\n15. 1122574.4237786\n16. 1122021.42079427\n17. 1122116.60318539\n18. 1121762.82650121\n19. 1121165.19557402\n20. 1120652.16311087\n21. 1120252.36344704\n22. 1120354.35181426\n23. 1120086.71230696\n24. 1119636.27135248\n25. 1119190.79647777\n26. 1118976.87459172\n27. 1116689.96288606\n28. 1115972.94656465\n29. 1116023.37094141\n30. 1115121.75146937\n31. 1115059.30404523\n32. 1113903.59203496\n33. 1113099.37269432\n34. 1112385.87083819\n35. 1110645.22408345\n36. 1109238.88710907\n37. 1112155.24814949\n38. 1112923.06562862\n39. 1112579.76540806\n40. 1113455.24453104\n41. 1114089.84706814\n42. 1114778.86475368\n43. 1115138.75707713\n44. 1115131.31095319\n45. 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1018532.60757818\n\n\n\n14. 1. 1163880.55025485\n2. 1179256.76998739\n3. 1178518.23615959\n4. 1179107.60216538\n5. 1179010.86753326\n6. 1180580.12374082\n7. 1181248.43195983\n8. 1182125.91863664\n9. 1182758.28087247\n10. 1183205.16059917\n11. 1183492.175727\n12. 1185321.6435936\n13. 1185665.55050426\n14. 1186046.2178857\n15. 1186511.30294095\n16. 1186417.75201108\n17. 1186906.55474576\n18. 1186908.2373568\n19. 1188569.10109185\n20. 1188843.51609175\n21. 1189351.11308975\n22. 1189025.80364177\n23. 1189075.72776388\n24. 1189647.98056065\n25. 1189683.18399995\n26. 1189464.88174028\n27. 1189954.89882881\n28. 1190074.94786742\n29. 1191009.52383558\n30. 1190953.11829406\n31. 1191268.77331872\n32. 1191432.41696879\n33. 1191741.88587989\n34. 1191825.91614739\n35. 1191945.29302411\n36. 1192156.44648603\n37. 1192545.25960135\n38. 1193454.64588848\n39. 1193351.89782498\n40. 1193736.02632694\n41. 1193612.71387177\n42. 1193919.05026096\n43. 1193886.2257324\n44. 1194141.85710137\n45. 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1282986.61740888\n109. 1282655.77546336\n110. 1282850.4272236\n111. 1282551.31501193\n112. 1282524.16422107\n113. 1285999.19870012\n114. 1286008.17906512\n115. 1288883.77192904\n116. 1289375.98776897\n117. 1290149.98369668\n118. 1289813.87202298\n119. 1290017.35392671\n120. 1289621.90678698\n121. 1294925.29264786\n122. 1295316.03761159\n123. 1295560.45355946\n124. 1295812.66957299\n125. 1295456.22822528\n126. 1295584.25698416\n127. 1295234.59318793\n128. 1296420.57072924\n129. 1295365.52461412\n130. 1293619.57227826\n131. 1293614.48753627\n132. 1293311.92991588\n133. 1293716.25195779\n134. 1293586.59012033\n135. 1293846.34200944\n136. 1293068.90958829\n\n\n\n30. 1. 1038886.28905208\n2. 1039654.30224453\n3. 1040585.92818018\n4. 1040980.67286295\n5. 1041847.88667251\n6. 1041937.1046315\n7. 1042841.30286771\n8. 1043026.14521502\n9. 1041978.1259261\n10. 1042469.26657675\n11. 1054139.46755648\n12. 1054356.51126756\n13. 1053421.63358914\n14. 1053536.52219589\n15. 1054457.75291115\n16. 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1065808.23474107\n61. 1064393.69315706\n62. 1064199.80810548\n63. 1063484.32401355\n64. 1061743.95099907\n65. 1060505.50286386\n66. 1060933.84583853\n67. 1061036.72958574\n68. 1061475.52278778\n69. 1061390.60340278\n70. 1061628.46842217\n71. 1061601.38749339\n72. 1070344.16035028\n73. 1076638.18919925\n74. 1241976.19484408\n75. 1241155.79204447\n76. 1241242.16789457\n77. 1240354.26755109\n78. 1240449.90916652\n79. 1237774.87814535\n80. 1237872.8893022\n81. 1236965.3134547\n82. 1237063.00314219\n83. 1236254.11165101\n84. 1236144.99494856\n85. 1235112.98440742\n86. 1235000.47871856\n87. 1231335.7905161\n88. 1231048.11432321\n89. 1229212.10017954\n90. 1229305.43925578\n91. 1224358.46040211\n92. 1223957.51070644\n93. 1223846.28299673\n94. 1218419.983395\n95. 1218314.29629479\n96. 1217388.05223909\n97. 1217243.20967114\n98. 1218136.1176416\n99. 1217815.02384756\n100. 1208539.84596089\n101. 1208149.0988692\n102. 1208580.66103761\n103. 1208922.1937395\n104. 1209668.90599692\n105. 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1272079.51180353\n3. 1272521.67473664\n4. 1273356.90943693\n5. 1274082.80636202\n6. 1275661.09198443\n7. 1276286.99718263\n8. 1276983.34910756\n9. 1277852.96513288\n10. 1278900.86736636\n11. 1279613.5037151\n12. 1279720.9515049\n13. 1282526.88643597\n14. 1284428.49569763\n15. 1284322.87615864\n16. 1289934.48407903\n17. 1291427.34568452\n18. 1292863.33230294\n19.
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