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CPI.csv
Group/Item All A
197001 31.9 32
197002 32 32
197003 32.3 32.1
197004 32.6 32.4
197005 32.5 32.5
197006 32.5 32.6
197007 32.5 32.7
197008 32.4 32.7
197009 32.9 33.1
197010 33.4 33.4
197011 33.4 33.6
197012 33.7 33.9
197101 34 34
197102 34 34
197103 34 34.2
197104 34.5 34.6
197105 34.6 34.8
197106 34.8 35.1
197107 34.7 35.1
197108 34.7 35.1
197109 35.5 35.4
197110 35.6 35.5
197111 35.3 35.6
197112 35.3 35.7
197201 35.4 35.8
197202 35.5 35.9
197203 35.8 36.1
197204 36.3 36.4
197205 36.3 36.5
197206 36.4 36.8
197207 36.4 36.9
197208 36.7 36.9
197209 36.9 37.1
197210 37.1 37.5
197211 37.1 37.7
197212 37.3 37.9
197301 37.7 38.1
197302 38 38.5
197303 38.9 39.2
197304 39.6 39.8
197305 40.3 40.3
197306 40.4 40.8
197307 40.7 41.1
197308 41 41.2
197309 42.2 42.1
197310 42.4 42.6
197311 42.7 43.2
197312 44.1 44.6
197401 46 46.1
197402 47.5 47.3
197403 47.7 47.7
197404 49 48.5
197405 49.2 49.3
197406 49.4 49.9
197407 50.4 50.5
197408 50.9 50.7
197409 51.6 51.4
197410 52.8 53
197411 53.2 53.7
197412 53.4 54
197501 54 54.3
197502 54.1 54.4
197503 54.6 54.6
197504 55.5 55.6
197505 55.8 55.9
197506 55.8 56.2
197507 56 56.5
197508 55.8 56.2
197509 57 57.2
197510 57.9 57.6
197511 57.7 57.8
197512 57.7 58
197601 58.7 58.7
197602 59.2 59
197603 59.3 59.2
197604 60.7 60.3
197605 61 60.8
197606 61.1 61.1
197607 61.5 61.5
197608 61.1 61.4
197609 62.6 62.4
197610 63 62.7
197611 63 63.2
197612 63.8 64.1
197701 64.3 64.1
197702 64.6 64.2
197703 65 64.5
197704 66.1 65.5
197705 66.7 66.2
197706 66.4 66.4
197707 66.2 66.6
197708 66.3 66.3
197709 67.4 67.1
197710 67.8 67.5
197711 67.1 67.6
197712 66.9 67.8
197801 67.2 67.7
197802 67.6 67.8
197803 68.2 68.1
197804 68.9 68.7
197805 69.3 69.3
197806 69 69.3
197807 69.2 69.4
197808 69.4 69.2
197809 70.1 69.7
197810 70.3 69.8
197811 69.6 69.9
197812 69.5 70
197901 69.6 69.9
197902 69.4 69.8
197903 70 70.1
197904 70.9 70.8
197905 71.5 71.4
197906 71.6 71.8
197907 72.2 72
197908 71.5 71.7
197909 72.4 72.5
197910 73.3 72.8
197911 73 73
197912 73.5 73.5
198001 74.2 73.6
198002 74.8 73.9
198003 75.2 74.5
198004 76.6 76.2
198005 77.2 77.3
198006 77.5 77.8
198007 77.6 77.9
198008 77.4 77.5
198009 78.7 78.3
198010 78.9 78.8
198011 79.1 79
198012 78.8 79.1
198101 79.6 79.1
198102 79.5 79
198103 79.8 79.2
198104 80.4 79.8
198105 81.1 80.8
198106 81.3 81
198107 81 80.9
198108 80.6 80.7
198109 81.9 81.6
198110 82.1 82
198111 82.1 82.2
198112 82.1 82.3
198201 82.1 82
198202 82.1 81.8
198203 82.1 81.9
198204 82.8 82.5
198205 83.1 83.2
198206 83.1 83.4
198207 82.6 83.3
198208 83.2 83
198209 84.4 83.9
198210 84.7 84.3
198211 83.9 84.3
198212 83.8 84.4
198301 83.9 84
198302 83.6 83.6
198303 84.1 83.8
198304 84.4 84.2
198305 85.3 84.8
198306 84.8 84.9
198307 84.4 84.7
198308 84.3 84.1
198309 85.2 85.2
198310 85.9 85.6
198311 85.5 85.8
198312 85.2 85.7
198401 85.5 85.4
198402 86 85.3
198403 86.2 85.5
198404 86.4 85.9
198405 87 86.8
198406 86.4 86.7
198407 86.6 86.6
198408 85.9 86.1
198409 87.2 87.1
198410 87.8 87.6
198411 87.4 87.7
198412 87.5 87.7
198501 87.8 87.6
198502 87.5 87.3
198503 87.8 87.6
198504 88.3 88.1
198505 88.5 88.4
198506 88.5 88.4
198507 88.7 88.4
198508 88.5 88.2
198509 88.6 88.5
198510 89.4 88.8
198511 88.7 88.9
198512 88.8 89
198601 89.1 88.8
198602 89 88.7
198603 89 88.8
198604 89.2 89.1
198605 89.5 89.5
198606 89 89.1
198607 88.8 88.9
198608 88.6 88.6
198609 89 89
198610 89.1 89.1
198611 88.7 89.1
198612 88.5 89.1
198701 88.2 88.5
198702 88.2 88.6
198703 88.5 88.8
198704 89.3 89.2
198705 89.5 89.3
198706 89.3 89.4
198707 88.9 89.3
198708 89 89.1
198709 89.8 89.4
198710 89.8 89.6
198711 89.3 89.6
198712 89.2 89.6
198801 89 89.1
198802 88.8 89.1
198803 89.1 89.1
198804 89.6 89.5
198805 89.7 89.7
198806 89.5 89.7
198807 89.3 89.5
198808 89.6 89.4
198809 90.3 89.8
198810 90.7 90
198811 90.4 90.1
198812 90.1 90.2
198901 89.9 89.9
198902 89.7 89.9
198903 90.1 90.1
198904 91.7 91.7
198905 92.2 92.2
198906 92.1 92.2
198907 92 92.2
198908 91.9 92
198909 92.7 92.4
198910 93.4 92.7
198911 92.4 92.8
198912 92.5 92.9
199001 92.9 92.8
199002 93 92.7
199003 93.4 93.1
199004 94.1 93.7
199005 94.6 94.1
199006 94.2 94.1
199007 94.1 94.1
199008 94.4 94.1
199009 95.2 94.7
199010 96.2 95.3
199011 96 95.7
199012 95.9 95.9
199101 96.6 95.8
199102 96.3 95.6
199103 96.8 96
199104 97.4 96.5
199105 97.8 96.9
199106 97.5 97
199107 97.4 97
199108 97.6 96.9
199109 97.7 97.4
199110 98.8 97.7
199111 99 97.9
199112 98.5 98
199201 98.3 97.8
199202 98.2 97.8
199203 98.7 98.1
199204 99.7 99
199205 99.8 99.4
199206 99.7 99.5
199207 99 99.2
199208 99.3 99.1
199209 99.7 99.5
199210 99.8 99.7
199211 99.6 99.9
199212 99.6 100
199301 99.5 99.5
199302 99.6 99.5
199303 99.9 99.7
199304 100.6 100.4
199305 100.7 100.6
199306 100.6 100.7
199307 100.9 100.4
199308 101.1 100.3
199309 101.2 100.7
199310 101.1 100.9
199311 100.6 100.9
199312 100.7 100.8
199401 100.8 100.4
199402 100.8 100.3
199403 101.2 100.7
199404 101.4 101.3
199405 101.5 101.6
199406 101.1 101.5
199407 100.7 101.1
199408 101.1 101.1
199409 101.4 101.2
199410 101.9 101.3
199411 101.6 101.3
199412 101.3 101.2
199501 101.3 100.9
199502 101 100.7
199503 100.9 100.9
199504 101.2 101.3
199505 101.4 101.4
199506 101.3 101.3
199507 100.8 100.9
199508 100.9 100.8
199509 101.5 101.4
199510 101.2 101.5
199511 100.9 101.4
199512 100.9 101.4
199601 100.8 100.7
199602 100.6 100.7
199603 100.8 100.9
199604 101.4 101.4
199605 101.6 101.5
199606 101.3 101.5
199607 101.2 101.3
199608 101.1 101
199609 101.5 101.6
199610 101.7 101.7
199611 101.4 101.8
199612 101.5 101.7
199701 101.4 101.3
199702 101.2 101.1
199703 101.3 101.5
199704 103.4 103.4
199705 103.6 103.6
199706 103.6 103.5
199707 103.2 103.3
199708 103.3 103.2
199709 104 104
199710 104.3 104.1
199711 103.6 104
199712 103.4 103.9
199801 103.3 103.3
199802 103.2 103
199803 103.6 103.3
199804 103.8 103.6
199805 104.1 103.6
199806 103.7 103.5
199807 103.1 103.2
199808 103 103.1
199809 103.8 103.5
199810 104.5 103.7
199811 104.4 103.7
199812 104 103.6
199901 103.5 103.2
199902 103.1 102.9
199903 103.2 103.2
199904 103.7 103.5
199905 103.7 103.6
199906 103.4 103.5
199907 103 103.2
199908 103.3 103.1
199909 103.6 103.5
199910 103.8 103.6
199911 103.2 103.5
199912 102.9 103.5
200001 102.8 103
200002 102.5 102.8
200003 102.7 103
200004 102.9 103.2
200005 103 103.4
200006 102.8 103.2
200007 102.5 103
200008 102.8 103.1
200009 102.7 103
200010 102.7 102.8
200011 102.4 102.8
200012 102.5 102.8
200101 102.5 102.1
200102 102.1 101.9
200103 101.9 102
200104 102.1 102.4
200105 102.2 102.4
200106 101.9 102.2
200107 101.6 102
200108 102 102.1
200109 101.8 102.1
200110 101.8 102
200111 101.3 101.9
200112 101.2 101.8
200201 101 101.3
200202 100.5 101.1
200203 100.7 101.3
200204 101 101.4
200205 101.3 101.5
200206 101.2 101.4
200207 100.8 101.2
200208 101.1 101.2
200209 101.1 101.2
200210 100.9 101.1
200211 100.9 101.1
200212 100.9 101.1
200301 100.6 100.5
200302 100.3 100.4
200303 100.6 100.7
200304 100.9 101
200305 101.1 101.1
200306 100.8 101
200307 100.6 101
200308 100.8 101.1
200309 100.9 101.1
200310 100.9 101.2
200311 100.4 101
200312 100.5 101.1
200401 100.3 100.4
200402 100.3 100.4
200403 100.5 100.6
200404 100.5 100.8
200405 100.6 100.8
200406 100.8 100.9
200407 100.5 100.8
200408 100.6 100.9
200409 100.9 101.1
200410 101.4 101.1
200411 101.2 100.8
200412 100.7 100.9
200501 100.5 100.5
200502 100.2 100.2
200503 100.5 100.5
200504 100.6 100.8
200505 100.7 100.9
200506 100.3 100.7
200507 100.2 100.6
200508 100.3 100.7
200509 100.6 100.9
200510 100.6 101
200511 100.2 100.7
200512 100.3 100.7
200601 100.4 100.4
200602 100.1 100.2
200603 100.3 100.6
200604 100.5 100.7
200605 100.8 100.9
200606 100.8 100.9
200607 100.5 100.8
200608 101.2 101
200609 101.2 101.1
200610 101 101.1
200611 100.5 100.9
200612 100.6 100.8
200701 100.4 100.4
200702 99.9 100.1
200703 100.2 100.3
200704 100.5 100.6
200705 100.8 100.8
200706 100.6 100.8
200707 100.5 100.7
200708 101 100.9
200709 101 101
200710 101.3 101.2
200711 101.1 101.3
200712 101.3 101.6
200801 101.1 101.2
200802 100.9 101.1
200803 101.4 101.5
200804 101.3 101.5
200805 102.1 102.3
200806 102.6 102.7
200807 102.8 103.1
200808 103.1 103.3
200809 103.1 103.3
200810 103 103.1
200811 102.1 102.3
200812 101.7 101.8
200901 101.1 101.2
200902 100.8 101.1
200903 101.1 101.4
200904 101.2 101.4
200905 101 101.2
200906 100.8 101
200907 100.5 100.8
200908 100.8 100.8
200909 100.8 100.9
200910 100.4 100.8
200911 100.2 100.6
200912 100 100.5
201001 100.1 100.2
201002 100 100.2
201003 100.3 100.4
201004 100.4 100.3
201005 100.3 100.3
201006 100.1 100.1
201007 99.5 99.7
201008 99.7 99.7
201009 99.9 99.7
201010 100.2 100
201011 99.9 99.8
201012 99.6 99.7
201101 99.5 99.4
201102 99.5 99.4
201103 99.8 99.7
201104 99.9 100
201105 99.9 100.1
201106 99.7 99.8
201107 99.7 99.8
201108 99.9 99.9
201109 99.9 99.9
201110 100 99.8
201111 99.4 99.6
201112 99.4 99.6
201201 99.6 99.3
201202 99.8 99.5
201203 100.3 100
201204 100.4 100.2
201205 100.1 100
201206 99.6 99.6
201207 99.3 99.5
201208 99.4 99.6
201209 99.6 99.8
201210 99.6 99.8
201211 99.2 99.5
201212 99.3 99.4
201301 99.3 99.1
201302 99.2 99.2
201303 99.4 99.5
201304 99.7 99.8
201305 99.8 100
201306 99.8 100
201307 100 100.1
201308 100.3 100.4
201309 100.6 100.5
201310 100.7 100.7
201311 100.8 100.7
201312 100.9 100.6
201401 100.7 100.4
201402 100.7 100.5
201403 101 100.8
201404 103.1 103
201405 103.5 103.4
201406 103.4 103.4
201407 103.4 103.5
201408 103.7 103.5
201409 103.9 103.5
201410 103.6 103.6
201411 103.2 103.4
201412 103.3 103.2
201501 103.1 102.6
201502 102.9 102.5
201503 103.3 103
201504 103.7 103.3
201505 104 103.4
201506 103.8 103.4
201507 103.7 103.4
201508 103.9 103.4
201509 103.9 103.4
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{
"cells": [
{
"cell_type": "markdown",
"id": "6fcfab0a",
"metadata": {},
"source": [
"# 統計データからフィリップス曲線を推定する2023年版"
]
},
{
"cell_type": "markdown",
"id": "28e66292",
"metadata": {},
"source": [
"他にもわかりそうなことがあれば解析する"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "ad71636a",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import plotly.express as px\n",
"import plotly.graph_objects as go\n",
"\n",
"from colorspacious import cspace_converter\n",
"\n",
"import stan"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "d077bec5",
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime\n",
"from datetime import timedelta"
]
},
{
"cell_type": "markdown",
"id": "8e273322",
"metadata": {},
"source": [
"# 消費者物価指数"
]
},
{
"cell_type": "markdown",
"id": "a694d19c",
"metadata": {},
"source": [
"https://www.e-stat.go.jp/stat-search/files?page=1&layout=datalist&toukei=00200573&tstat=000001150147&cycle=0&tclass1=000001150151&tclass2=000001150152&tclass3=000001150153&tclass4=000001150156&stat_infid=000032103842&tclass5val=0"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "745da6ae",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>総合</th>\n",
" <th>生鮮食品を除く総合</th>\n",
" <th>持家の帰属家賃を除く総合</th>\n",
" <th>持家の帰属家賃及び生鮮食品を除く総合</th>\n",
" <th>生鮮食品及びエネルギーを除く総合</th>\n",
" <th>食料（酒類を除く）及びエネルギーを除く総合</th>\n",
" <th>食料</th>\n",
" <th>生鮮食品</th>\n",
" <th>生鮮食品を除く食料</th>\n",
" <th>穀類</th>\n",
" <th>...</th>\n",
" <th>諸雑費</th>\n",
" <th>理美容サービス</th>\n",
" <th>理美容用品</th>\n",
" <th>身の回り用品</th>\n",
" <th>たばこ</th>\n",
" <th>他の諸雑費</th>\n",
" <th>エネルギー</th>\n",
" <th>教育関係費</th>\n",
" <th>教養娯楽関係費</th>\n",
" <th>情報通信関係費</th>\n",
" </tr>\n",
" <tr>\n",
" <th>類・品目</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>197001</th>\n",
" <td>30.3</td>\n",
" <td>30.5</td>\n",
" <td>30.5</td>\n",
" <td>30.9</td>\n",
" <td>30.3</td>\n",
" <td>30.7</td>\n",
" <td>28.2</td>\n",
" <td>24.3</td>\n",
" <td>29.2</td>\n",
" <td>32.9</td>\n",
" <td>...</td>\n",
" <td>27.4</td>\n",
" <td>14.1</td>\n",
" <td>65.9</td>\n",
" <td>22.8</td>\n",
" <td>20.2</td>\n",
" <td>11.7</td>\n",
" <td>35.1</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>197002</th>\n",
" <td>30.3</td>\n",
" <td>30.6</td>\n",
" <td>30.7</td>\n",
" <td>30.9</td>\n",
" <td>30.4</td>\n",
" <td>30.8</td>\n",
" <td>28.4</td>\n",
" <td>25.0</td>\n",
" <td>29.2</td>\n",
" <td>33.0</td>\n",
" <td>...</td>\n",
" <td>27.5</td>\n",
" <td>14.3</td>\n",
" <td>66.2</td>\n",
" <td>22.9</td>\n",
" <td>20.2</td>\n",
" <td>11.7</td>\n",
" <td>35.2</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>197003</th>\n",
" <td>30.6</td>\n",
" <td>30.6</td>\n",
" <td>30.9</td>\n",
" <td>31.0</td>\n",
" <td>30.4</td>\n",
" <td>30.9</td>\n",
" <td>28.8</td>\n",
" <td>26.7</td>\n",
" <td>29.2</td>\n",
" <td>33.0</td>\n",
" <td>...</td>\n",
" <td>27.7</td>\n",
" <td>14.3</td>\n",
" <td>66.5</td>\n",
" <td>23.1</td>\n",
" <td>20.2</td>\n",
" <td>11.7</td>\n",
" <td>35.2</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>197004</th>\n",
" <td>30.9</td>\n",
" <td>30.9</td>\n",
" <td>31.2</td>\n",
" <td>31.3</td>\n",
" <td>30.7</td>\n",
" <td>31.2</td>\n",
" <td>29.0</td>\n",
" <td>27.3</td>\n",
" <td>29.3</td>\n",
" <td>33.1</td>\n",
" <td>...</td>\n",
" <td>27.8</td>\n",
" <td>14.5</td>\n",
" <td>66.8</td>\n",
" <td>23.4</td>\n",
" <td>20.2</td>\n",
" <td>11.7</td>\n",
" <td>35.4</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>197005</th>\n",
" <td>30.8</td>\n",
" <td>31.0</td>\n",
" <td>31.1</td>\n",
" <td>31.3</td>\n",
" <td>30.8</td>\n",
" <td>31.4</td>\n",
" <td>28.5</td>\n",
" <td>25.3</td>\n",
" <td>29.3</td>\n",
" <td>33.2</td>\n",
" <td>...</td>\n",
" <td>28.0</td>\n",
" <td>14.8</td>\n",
" <td>67.3</td>\n",
" <td>23.5</td>\n",
" <td>20.2</td>\n",
" <td>11.7</td>\n",
" <td>35.3</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>202212</th>\n",
" <td>104.1</td>\n",
" <td>104.1</td>\n",
" <td>104.9</td>\n",
" <td>104.8</td>\n",
" <td>102.1</td>\n",
" <td>100.1</td>\n",
" <td>107.9</td>\n",
" <td>105.7</td>\n",
" <td>108.3</td>\n",
" <td>107.3</td>\n",
" <td>...</td>\n",
" <td>102.8</td>\n",
" <td>102.0</td>\n",
" <td>100.4</td>\n",
" <td>106.9</td>\n",
" <td>114.2</td>\n",
" <td>101.7</td>\n",
" <td>128.4</td>\n",
" <td>101.2</td>\n",
" <td>101.8</td>\n",
" <td>71.6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>202301</th>\n",
" <td>104.7</td>\n",
" <td>104.3</td>\n",
" <td>105.5</td>\n",
" <td>105.1</td>\n",
" <td>102.2</td>\n",
" <td>100.2</td>\n",
" <td>109.5</td>\n",
" <td>114.2</td>\n",
" <td>108.7</td>\n",
" <td>107.5</td>\n",
" <td>...</td>\n",
" <td>102.9</td>\n",
" <td>102.2</td>\n",
" <td>100.6</td>\n",
" <td>106.9</td>\n",
" <td>114.2</td>\n",
" <td>101.7</td>\n",
" <td>129.6</td>\n",
" <td>101.2</td>\n",
" <td>102.7</td>\n",
" <td>71.6</td>\n",
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" <th>202302</th>\n",
" <td>104.0</td>\n",
" <td>103.6</td>\n",
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" <td>104.3</td>\n",
" <td>102.6</td>\n",
" <td>100.5</td>\n",
" <td>110.0</td>\n",
" <td>113.3</td>\n",
" <td>109.4</td>\n",
" <td>108.1</td>\n",
" <td>...</td>\n",
" <td>103.2</td>\n",
" <td>102.4</td>\n",
" <td>101.1</td>\n",
" <td>108.4</td>\n",
" <td>114.2</td>\n",
" <td>101.7</td>\n",
" <td>115.7</td>\n",
" <td>101.3</td>\n",
" <td>103.0</td>\n",
" <td>72.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>202303</th>\n",
" <td>104.4</td>\n",
" <td>104.1</td>\n",
" <td>105.2</td>\n",
" <td>104.9</td>\n",
" <td>103.2</td>\n",
" <td>101.0</td>\n",
" <td>110.4</td>\n",
" <td>111.6</td>\n",
" <td>110.2</td>\n",
" <td>108.4</td>\n",
" <td>...</td>\n",
" <td>103.3</td>\n",
" <td>102.7</td>\n",
" <td>101.2</td>\n",
" <td>108.6</td>\n",
" <td>114.2</td>\n",
" <td>101.8</td>\n",
" <td>115.0</td>\n",
" <td>101.5</td>\n",
" <td>104.4</td>\n",
" <td>72.1</td>\n",
" </tr>\n",
" <tr>\n",
" <th>202304</th>\n",
" <td>105.1</td>\n",
" <td>104.8</td>\n",
" <td>106.0</td>\n",
" <td>105.7</td>\n",
" <td>104.0</td>\n",
" <td>101.5</td>\n",
" <td>111.6</td>\n",
" <td>111.4</td>\n",
" <td>111.6</td>\n",
" <td>109.3</td>\n",
" <td>...</td>\n",
" <td>103.3</td>\n",
" <td>103.2</td>\n",
" <td>101.1</td>\n",
" <td>108.7</td>\n",
" <td>114.2</td>\n",
" <td>101.6</td>\n",
" <td>114.8</td>\n",
" <td>102.3</td>\n",
" <td>105.9</td>\n",
" <td>72.1</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>640 rows × 78 columns</p>\n",
"</div>"
],
"text/plain": [
" 総合 生鮮食品を除く総合 持家の帰属家賃を除く総合 持家の帰属家賃及び生鮮食品を除く総合 生鮮食品及びエネルギーを除く総合 \\\n",
"類・品目 \n",
"197001 30.3 30.5 30.5 30.9 30.3 \n",
"197002 30.3 30.6 30.7 30.9 30.4 \n",
"197003 30.6 30.6 30.9 31.0 30.4 \n",
"197004 30.9 30.9 31.2 31.3 30.7 \n",
"197005 30.8 31.0 31.1 31.3 30.8 \n",
"... ... ... ... ... ... \n",
"202212 104.1 104.1 104.9 104.8 102.1 \n",
"202301 104.7 104.3 105.5 105.1 102.2 \n",
"202302 104.0 103.6 104.7 104.3 102.6 \n",
"202303 104.4 104.1 105.2 104.9 103.2 \n",
"202304 105.1 104.8 106.0 105.7 104.0 \n",
"\n",
" 食料（酒類を除く）及びエネルギーを除く総合 食料 生鮮食品 生鮮食品を除く食料 穀類 ... 諸雑費 \\\n",
"類・品目 ... \n",
"197001 30.7 28.2 24.3 29.2 32.9 ... 27.4 \n",
"197002 30.8 28.4 25.0 29.2 33.0 ... 27.5 \n",
"197003 30.9 28.8 26.7 29.2 33.0 ... 27.7 \n",
"197004 31.2 29.0 27.3 29.3 33.1 ... 27.8 \n",
"197005 31.4 28.5 25.3 29.3 33.2 ... 28.0 \n",
"... ... ... ... ... ... ... ... \n",
"202212 100.1 107.9 105.7 108.3 107.3 ... 102.8 \n",
"202301 100.2 109.5 114.2 108.7 107.5 ... 102.9 \n",
"202302 100.5 110.0 113.3 109.4 108.1 ... 103.2 \n",
"202303 101.0 110.4 111.6 110.2 108.4 ... 103.3 \n",
"202304 101.5 111.6 111.4 111.6 109.3 ... 103.3 \n",
"\n",
" 理美容サービス 理美容用品 身の回り用品 たばこ 他の諸雑費 エネルギー 教育関係費 教養娯楽関係費 情報通信関係費 \n",
"類・品目 \n",
"197001 14.1 65.9 22.8 20.2 11.7 35.1 NaN NaN NaN \n",
"197002 14.3 66.2 22.9 20.2 11.7 35.2 NaN NaN NaN \n",
"197003 14.3 66.5 23.1 20.2 11.7 35.2 NaN NaN NaN \n",
"197004 14.5 66.8 23.4 20.2 11.7 35.4 NaN NaN NaN \n",
"197005 14.8 67.3 23.5 20.2 11.7 35.3 NaN NaN NaN \n",
"... ... ... ... ... ... ... ... ... ... \n",
"202212 102.0 100.4 106.9 114.2 101.7 128.4 101.2 101.8 71.6 \n",
"202301 102.2 100.6 106.9 114.2 101.7 129.6 101.2 102.7 71.6 \n",
"202302 102.4 101.1 108.4 114.2 101.7 115.7 101.3 103.0 72.0 \n",
"202303 102.7 101.2 108.6 114.2 101.8 115.0 101.5 104.4 72.1 \n",
"202304 103.2 101.1 108.7 114.2 101.6 114.8 102.3 105.9 72.1 \n",
"\n",
"[640 rows x 78 columns]"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df=pd.read_csv(\"https://www.e-stat.go.jp/stat-search/file-download?statInfId=000032103842&fileKind=1\",encoding='shift_jis',index_col='類・品目', parse_dates=True)\n",
"#df=pd.read_csv(\"zmi2020s.csv\",encoding='shift_jis',index_col='類・品目', parse_dates=True)\n",
"cpi=df[5:]\n",
"cpi=cpi.astype(\"float\")\n",
"cpi"
]
},
{
"cell_type": "markdown",
"id": "7ed4c4bc",
"metadata": {},
"source": [
"1970年からデータがある"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "3dd7dcfe",
"metadata": {},
"outputs": [
{
"data": {
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31.2,
31.7,
31.7,
31.9,
32.2,
32.2,
32.3,
32.7,
32.8,
32.9,
32.9,
32.9,
33.7,
33.8,
33.5,
33.5,
33.5,
33.7,
34,
34.4,
34.5,
34.5,
34.5,
34.8,
35,
35.2,
35.1,
35.4,
35.7,
36,
36.9,
37.6,
38.2,
38.3,
38.6,
38.9,
40,
40.2,
40.5,
41.8,
43.6,
45,
45.3,
46.4,
46.6,
46.9,
47.8,
48.3,
49,
50.1,
50.5,
50.6,
51.2,
51.3,
51.7,
52.6,
52.9,
52.9,
53.1,
52.9,
54.1,
54.9,
54.7,
54.7,
55.7,
56.1,
56.3,
57.6,
57.8,
57.9,
58.3,
57.9,
59.4,
59.7,
59.7,
60.4,
60.9,
61.3,
61.6,
62.6,
63.2,
63,
62.8,
62.9,
63.9,
64.3,
63.6,
63.5,
63.7,
64.1,
64.6,
65.3,
65.7,
65.4,
65.6,
65.8,
66.5,
66.6,
66,
65.9,
66,
65.8,
66.4,
67.2,
67.8,
67.9,
68.5,
67.8,
68.7,
69.5,
69.2,
69.7,
70.3,
70.9,
71.3,
72.6,
73.2,
73.5,
73.6,
73.4,
74.6,
74.8,
74.9,
74.7,
75.5,
75.4,
75.6,
76.2,
76.9,
77,
76.8,
76.5,
77.6,
77.9,
77.8,
77.9,
77.9,
77.8,
77.9,
78.5,
78.8,
78.8,
78.3,
78.9,
80.1,
80.3,
79.6,
79.5,
79.6,
79.3,
79.7,
80.1,
80.9,
80.4,
80.1,
79.9,
80.8,
81.5,
81.1,
80.8,
81.1,
81.6,
81.7,
81.9,
82.5,
81.9,
82.1,
81.4,
82.7,
83.2,
82.8,
83,
83.2,
82.9,
83.2,
83.8,
83.9,
83.9,
84.1,
83.9,
84,
84.8,
84.1,
84.2,
84.5,
84.4,
84.3,
84.6,
84.8,
84.4,
84.2,
84,
84.4,
84.5,
84.1,
83.9,
83.6,
83.6,
83.9,
84.7,
84.8,
84.7,
84.3,
84.3,
85.1,
85.1,
84.7,
84.6,
84.3,
84.2,
84.5,
84.9,
85,
84.8,
84.7,
84.9,
85.6,
86,
85.7,
85.4,
85.3,
85,
85.4,
86.9,
87.4,
87.4,
87.2,
87.1,
87.9,
88.5,
87.6,
87.7,
88.1,
88.2,
88.5,
89.3,
89.7,
89.4,
89.2,
89.5,
90.2,
91.2,
91.1,
91,
91.6,
91.3,
91.8,
92.3,
92.8,
92.4,
92.3,
92.5,
92.7,
93.7,
93.8,
93.4,
93.2,
93.1,
93.6,
94.6,
94.6,
94.6,
93.8,
94.1,
94.6,
94.6,
94.5,
94.5,
94.4,
94.5,
94.7,
95.4,
95.4,
95.4,
95.6,
95.9,
96,
95.9,
95.4,
95.4,
95.5,
95.5,
96,
96.2,
96.3,
95.9,
95.4,
95.9,
96.2,
96.6,
96.3,
96.1,
96.1,
95.8,
95.7,
96,
96.2,
96.1,
95.6,
95.7,
96.3,
96,
95.7,
95.7,
95.6,
95.4,
95.6,
96.2,
96.4,
96.1,
96,
95.9,
96.3,
96.5,
96.2,
96.3,
96.2,
96,
96.1,
98,
98.2,
98.2,
97.8,
97.9,
98.6,
98.9,
98.2,
98,
97.9,
97.8,
98.2,
98.4,
98.7,
98.3,
97.7,
97.6,
98.4,
99.1,
99,
98.6,
98.1,
97.7,
97.8,
98.3,
98.3,
98,
97.6,
97.9,
98.2,
98.4,
97.8,
97.5,
97.4,
97.1,
97.3,
97.5,
97.6,
97.4,
97.1,
97.4,
97.3,
97.3,
97,
97.1,
97.1,
96.8,
96.7,
96.8,
96.9,
96.7,
96.4,
96.7,
96.6,
96.6,
96.1,
96,
95.8,
95.3,
95.5,
95.8,
96.1,
96,
95.6,
95.9,
95.9,
95.7,
95.7,
95.7,
95.4,
95.1,
95.4,
95.7,
95.9,
95.6,
95.4,
95.6,
95.7,
95.7,
95.2,
95.3,
95.1,
95.1,
95.3,
95.3,
95.4,
95.6,
95.3,
95.4,
95.7,
96.2,
96,
95.5,
95.3,
95,
95.3,
95.4,
95.5,
95.1,
95,
95.1,
95.4,
95.4,
95,
95.1,
95.2,
94.9,
95.1,
95.3,
95.6,
95.6,
95.3,
96,
96,
95.8,
95.3,
95.4,
95.2,
94.7,
95,
95.3,
95.6,
95.4,
95.3,
95.8,
95.8,
96,
95.9,
96,
95.9,
95.7,
96.1,
96,
96.8,
97.3,
97.5,
97.8,
97.8,
97.7,
96.8,
96.4,
95.9,
95.6,
95.9,
96,
95.8,
95.6,
95.3,
95.6,
95.6,
95.2,
95,
94.8,
94.9,
94.9,
95.1,
95.1,
95.1,
94.9,
94.4,
94.5,
94.7,
95,
94.7,
94.5,
94.4,
94.4,
94.6,
94.7,
94.7,
94.6,
94.6,
94.7,
94.7,
94.8,
94.2,
94.3,
94.5,
94.7,
95.1,
95.2,
94.9,
94.4,
94.1,
94.3,
94.4,
94.4,
94.1,
94.1,
94.2,
94,
94.2,
94.5,
94.6,
94.6,
94.8,
95.1,
95.4,
95.5,
95.5,
95.6,
95.5,
95.5,
95.7,
97.7,
98.1,
98,
98.1,
98.3,
98.5,
98.2,
97.9,
97.9,
97.8,
97.6,
97.9,
98.4,
98.7,
98.4,
98.3,
98.4,
98.5,
98.5,
98.1,
98.1,
97.7,
97.8,
97.9,
98.1,
98.2,
98.1,
97.9,
97.9,
98,
98.6,
98.6,
98.4,
98.2,
98.1,
98.1,
98.5,
98.6,
98.5,
98.3,
98.5,
98.8,
98.8,
99.1,
99.4,
99.5,
99.5,
99.2,
99.1,
99.3,
99.2,
99.2,
99.8,
99.9,
100.2,
100,
99.7,
99.7,
99.7,
99.7,
100,
100,
99.8,
99.8,
100,
100.1,
100.4,
100.5,
100.5,
100.5,
100.3,
100.3,
100.2,
100.1,
99.9,
100,
100.1,
99.9,
99.8,
99.5,
99.3,
99.8,
99.8,
99.9,
99.1,
99.4,
99.5,
99.7,
99.7,
100.1,
99.9,
100.1,
100.1,
100.3,
100.7,
101.1,
101.5,
101.8,
101.8,
102.3,
102.7,
103.1,
103.7,
103.9,
104.1,
104.7,
104,
104.4,
105.1
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57.6,
58,
58.3,
58.7,
58.6,
59.6,
59.9,
60.3,
61.2,
61.2,
61.3,
61.6,
62.5,
63.1,
63.4,
63.5,
63.3,
64.1,
64.4,
64.5,
64.7,
64.6,
64.7,
65,
65.6,
66.1,
66.1,
66.3,
66,
66.5,
66.6,
66.7,
66.8,
66.7,
66.6,
66.9,
67.6,
68.1,
68.5,
68.7,
68.4,
69.2,
69.5,
69.7,
70.1,
70.3,
70.6,
71.1,
72.8,
73.8,
74.2,
74.4,
74,
74.7,
75.2,
75.4,
75.5,
75.5,
75.4,
75.6,
76.1,
77.1,
77.3,
77.2,
77,
77.9,
78.2,
78.4,
78.5,
78.3,
78.1,
78.2,
78.7,
79.4,
79.6,
79.5,
79.3,
80.1,
80.4,
80.5,
80.5,
80.2,
79.8,
80,
80.4,
80.9,
81,
80.9,
80.3,
81.3,
81.7,
81.9,
81.8,
81.5,
81.4,
81.6,
81.9,
82.8,
82.7,
82.6,
82.1,
83.1,
83.6,
83.7,
83.7,
83.6,
83.3,
83.6,
84.1,
84.3,
84.4,
84.3,
84.1,
84.5,
84.7,
84.8,
84.9,
84.7,
84.7,
84.7,
85.1,
85.4,
85.1,
84.8,
84.6,
84.9,
85.1,
85,
85,
84.5,
84.6,
84.7,
85.2,
85.2,
85.3,
85.2,
85.1,
85.3,
85.5,
85.5,
85.5,
85.1,
85,
85.1,
85.4,
85.6,
85.6,
85.4,
85.3,
85.7,
85.9,
86,
86.1,
85.7,
85.7,
86,
87.5,
87.9,
88,
87.9,
87.8,
88.2,
88.4,
88.5,
88.6,
88.5,
88.4,
88.8,
89.4,
89.8,
89.8,
89.8,
89.8,
90.4,
91,
91.3,
91.5,
91.4,
91.2,
91.6,
92.1,
92.5,
92.6,
92.6,
92.5,
92.9,
93.2,
93.4,
93.6,
93.3,
93.3,
93.6,
94.5,
94.8,
94.9,
94.6,
94.5,
95,
95.2,
95.4,
95.4,
94.9,
94.9,
95.2,
95.8,
96,
96.1,
95.8,
95.7,
96.1,
96.3,
96.3,
96.2,
95.8,
95.7,
96.1,
96.7,
97,
96.9,
96.5,
96.4,
96.6,
96.7,
96.7,
96.6,
96.3,
96.1,
96.3,
96.6,
96.7,
96.6,
96.3,
96.2,
96.7,
96.8,
96.7,
96.7,
96.1,
96.1,
96.3,
96.7,
96.8,
96.8,
96.6,
96.4,
96.9,
97,
97.1,
97,
96.6,
96.5,
96.8,
98.6,
98.8,
98.7,
98.6,
98.5,
99.2,
99.3,
99.2,
99.1,
98.6,
98.3,
98.6,
98.8,
98.8,
98.7,
98.5,
98.4,
98.7,
98.9,
98.9,
98.8,
98.5,
98.2,
98.5,
98.7,
98.8,
98.7,
98.5,
98.4,
98.7,
98.8,
98.7,
98.7,
98.3,
98.1,
98.3,
98.5,
98.7,
98.5,
98.3,
98.4,
98.3,
98.1,
98.1,
98.1,
97.5,
97.3,
97.4,
97.7,
97.7,
97.6,
97.4,
97.5,
97.5,
97.4,
97.3,
97.2,
96.7,
96.5,
96.7,
96.8,
96.9,
96.8,
96.6,
96.6,
96.6,
96.5,
96.5,
96.5,
95.9,
95.8,
96.1,
96.4,
96.5,
96.4,
96.4,
96.5,
96.5,
96.6,
96.4,
96.5,
95.8,
95.8,
96,
96.2,
96.2,
96.3,
96.2,
96.3,
96.5,
96.5,
96.2,
96.3,
95.9,
95.6,
95.9,
96.2,
96.3,
96.1,
96,
96.1,
96.3,
96.4,
96.1,
96.1,
95.8,
95.6,
96,
96.1,
96.3,
96.3,
96.2,
96.4,
96.5,
96.5,
96.3,
96.2,
95.8,
95.5,
95.7,
96,
96.2,
96.2,
96.1,
96.3,
96.4,
96.6,
96.7,
97,
96.6,
96.5,
96.9,
96.9,
97.6,
98,
98.4,
98.6,
98.6,
98.4,
97.6,
97.2,
96.6,
96.5,
96.8,
96.8,
96.6,
96.4,
96.2,
96.2,
96.3,
96.2,
96,
95.9,
95.6,
95.6,
95.8,
95.7,
95.7,
95.5,
95.1,
95.1,
95.1,
95.4,
95.2,
95.1,
94.8,
94.8,
95.2,
95.4,
95.5,
95.3,
95.2,
95.3,
95.3,
95.3,
95,
95,
94.8,
94.9,
95.4,
95.6,
95.4,
95.1,
94.9,
95.1,
95.3,
95.3,
95,
94.8,
94.5,
94.6,
94.9,
95.2,
95.4,
95.4,
95.5,
95.8,
95.9,
96.1,
96.1,
96,
95.8,
95.9,
96.2,
98.3,
98.6,
98.6,
98.7,
98.8,
98.8,
98.9,
98.6,
98.5,
98,
97.9,
98.3,
98.7,
98.8,
98.7,
98.6,
98.6,
98.6,
98.6,
98.6,
98.5,
98,
97.9,
98,
98.3,
98.4,
98.3,
98.1,
98.1,
98.1,
98.3,
98.3,
98.3,
98.1,
98.1,
98.3,
98.6,
98.8,
98.7,
98.6,
98.8,
98.8,
99.1,
99.2,
99.2,
98.9,
99.1,
99.1,
99.3,
99.5,
99.5,
99.4,
99.7,
99.7,
100.1,
100.1,
99.9,
99.7,
99.8,
99.9,
100.2,
100.2,
100.1,
100,
100.2,
100.1,
100.5,
100.6,
100.6,
100.5,
100.4,
100.5,
100.1,
100.1,
100,
100,
99.8,
99.7,
99.7,
99.6,
99.6,
99.8,
99.9,
100.1,
99.3,
99.5,
99.5,
99.8,
99.8,
99.8,
99.9,
100.1,
100,
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100.5,
100.9,
101.4,
101.6,
101.7,
102.2,
102.5,
102.9,
103.4,
103.8,
104.1,
104.3,
103.6,
104.1,
104.8
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77.5,
77.1,
78.3,
78.6,
78.4,
78.6,
78.6,
78.4,
78.6,
79.2,
79.5,
79.5,
78.9,
79.5,
80.8,
81.1,
80.2,
80.1,
80.2,
79.9,
80.4,
80.7,
81.6,
81,
80.7,
80.4,
81.4,
82.2,
81.7,
81.4,
81.7,
82.2,
82.4,
82.6,
83.2,
82.5,
82.7,
81.9,
83.3,
84,
83.5,
83.6,
84,
83.5,
84,
84.5,
84.6,
84.6,
84.7,
84.6,
84.6,
85.4,
84.6,
84.7,
85.1,
85,
84.9,
85.1,
85.4,
84.9,
84.6,
84.4,
84.8,
84.9,
84.5,
84.3,
83.9,
83.8,
84.2,
85,
85.1,
84.9,
84.3,
84.5,
85.3,
85.3,
84.8,
84.7,
84.5,
84.3,
84.6,
85,
85.1,
84.9,
84.7,
85,
85.7,
86.2,
85.7,
85.5,
85.2,
85,
85.4,
87,
87.6,
87.4,
87.3,
87.1,
87.9,
88.7,
87.7,
87.7,
88.1,
88.3,
88.6,
89.4,
89.9,
89.4,
89.3,
89.6,
90.3,
91.4,
91.2,
91.1,
91.8,
91.4,
91.9,
92.5,
92.9,
92.5,
92.4,
92.6,
92.8,
93.7,
94,
93.6,
93.3,
93.2,
93.6,
94.7,
94.8,
94.6,
93.7,
94.1,
94.6,
94.6,
94.4,
94.4,
94.3,
94.4,
94.7,
95.3,
95.5,
95.4,
95.5,
95.8,
95.9,
95.8,
95.2,
95.2,
95.4,
95.3,
95.8,
95.9,
96.1,
95.6,
95.2,
95.6,
95.9,
96.3,
96,
95.6,
95.7,
95.4,
95.4,
95.6,
95.8,
95.7,
95.1,
95.2,
95.8,
95.5,
95.2,
95.2,
95,
94.9,
95.1,
95.6,
95.8,
95.5,
95.4,
95.3,
95.6,
95.8,
95.5,
95.6,
95.4,
95.2,
95.3,
97.5,
97.6,
97.6,
97.2,
97.3,
98,
98.3,
97.6,
97.4,
97.3,
97.1,
97.5,
97.7,
98.1,
97.6,
96.9,
96.8,
97.7,
98.5,
98.4,
97.9,
97.5,
97.1,
97.1,
97.6,
97.6,
97.3,
96.8,
97.1,
97.6,
97.7,
97.1,
96.7,
96.5,
96.2,
96.5,
96.7,
96.8,
96.5,
96.2,
96.5,
96.4,
96.3,
96,
96.2,
96.1,
95.8,
95.6,
95.7,
95.9,
95.5,
95.2,
95.6,
95.4,
95.4,
94.8,
94.7,
94.5,
94,
94.2,
94.5,
94.9,
94.8,
94.4,
94.7,
94.6,
94.5,
94.5,
94.4,
94,
93.7,
94,
94.5,
94.6,
94.3,
94.1,
94.3,
94.4,
94.4,
93.9,
94,
93.7,
93.7,
93.9,
93.9,
94.1,
94.3,
93.9,
94.1,
94.5,
95,
94.8,
94.3,
93.9,
93.5,
93.9,
94,
94.2,
93.7,
93.5,
93.7,
94,
94,
93.6,
93.6,
93.8,
93.4,
93.6,
93.9,
94.3,
94.3,
94,
94.6,
94.7,
94.6,
94,
94,
93.8,
93.3,
93.6,
93.9,
94.3,
94.1,
93.9,
94.5,
94.6,
94.7,
94.6,
94.8,
94.6,
94.4,
94.8,
94.8,
95.7,
96.2,
96.5,
96.8,
96.8,
96.7,
95.7,
95.2,
94.6,
94.4,
94.6,
94.7,
94.6,
94.4,
94,
94.3,
94.4,
93.9,
93.6,
93.5,
93.6,
93.6,
93.9,
93.9,
93.9,
93.6,
93,
93.2,
93.4,
93.8,
93.4,
93.1,
93,
93,
93.3,
93.5,
93.5,
93.3,
93.3,
93.4,
93.4,
93.5,
92.9,
92.9,
93.2,
93.4,
93.9,
94,
93.7,
93.1,
92.8,
93,
93.2,
93.2,
92.8,
92.9,
92.9,
92.7,
93,
93.3,
93.5,
93.4,
93.7,
94,
94.4,
94.5,
94.5,
94.7,
94.5,
94.5,
94.8,
97.2,
97.6,
97.5,
97.6,
97.8,
98.1,
97.8,
97.3,
97.4,
97.3,
97.1,
97.4,
98,
98.3,
98.1,
97.9,
98,
98.1,
98.1,
97.7,
97.6,
97.3,
97.3,
97.5,
97.7,
97.8,
97.7,
97.5,
97.5,
97.6,
98.3,
98.3,
98,
97.8,
97.7,
97.8,
98.2,
98.3,
98.2,
98,
98.3,
98.5,
98.6,
99,
99.3,
99.5,
99.4,
99.1,
99,
99.1,
99,
99.1,
99.8,
99.9,
100.3,
100,
99.6,
99.7,
99.7,
99.7,
100,
100,
99.8,
99.7,
100.1,
100.2,
100.5,
100.6,
100.5,
100.6,
100.3,
100.4,
100.2,
100.2,
99.9,
100,
100.1,
99.9,
99.8,
99.4,
99.2,
99.8,
99.7,
99.9,
98.9,
99.2,
99.4,
99.6,
99.6,
100.1,
99.9,
100.1,
100.1,
100.4,
100.8,
101.3,
101.8,
102.1,
102.1,
102.7,
103.2,
103.6,
104.3,
104.6,
104.9,
105.5,
104.7,
105.2,
106
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83,
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85.6,
85.3,
85.6,
85.8,
85.7,
85.7,
85.1,
85.2,
85.3,
85.8,
85.9,
85.9,
85.7,
85.5,
85.8,
85.9,
85.9,
86,
85.5,
85.3,
85.5,
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86,
85.9,
85.8,
85.7,
86,
86.3,
86.4,
86.5,
86,
86,
86.3,
87.9,
88.3,
88.3,
88.2,
88.1,
88.6,
88.8,
88.9,
88.9,
88.8,
88.8,
89.1,
89.8,
90.2,
90.1,
90,
90.1,
90.7,
91.3,
91.6,
91.9,
91.7,
91.6,
92,
92.5,
92.9,
92.9,
92.8,
92.7,
93.3,
93.5,
93.7,
93.9,
93.5,
93.5,
94,
94.8,
95.2,
95.2,
94.9,
94.8,
95.3,
95.4,
95.6,
95.7,
95.1,
95.1,
95.4,
96.1,
96.2,
96.2,
96,
95.9,
96.2,
96.4,
96.4,
96.3,
95.8,
95.7,
96.1,
96.8,
97.1,
97,
96.6,
96.4,
96.5,
96.7,
96.6,
96.5,
96.1,
95.9,
96.1,
96.4,
96.5,
96.4,
96.1,
95.9,
96.4,
96.4,
96.4,
96.3,
95.8,
95.7,
95.9,
96.3,
96.4,
96.3,
96.1,
95.9,
96.3,
96.5,
96.5,
96.4,
96.1,
95.9,
96.1,
98.3,
98.5,
98.4,
98.1,
98,
98.8,
98.9,
98.8,
98.7,
98.1,
97.7,
98,
98.4,
98.4,
98.3,
97.9,
97.8,
98.3,
98.4,
98.4,
98.4,
97.8,
97.6,
97.9,
98.2,
98.3,
98.2,
97.8,
97.7,
98.2,
98.3,
98.2,
98.2,
97.6,
97.3,
97.5,
97.7,
97.9,
97.7,
97.5,
97.6,
97.5,
97.3,
97.2,
97.2,
96.6,
96.3,
96.5,
96.7,
96.8,
96.6,
96.4,
96.5,
96.5,
96.4,
96.2,
96.1,
95.5,
95.3,
95.5,
95.6,
95.7,
95.7,
95.4,
95.5,
95.4,
95.4,
95.4,
95.4,
94.7,
94.6,
94.9,
95.3,
95.4,
95.2,
95.2,
95.3,
95.4,
95.4,
95.3,
95.3,
94.6,
94.5,
94.8,
95,
95.1,
95.1,
95,
95.2,
95.4,
95.4,
95.1,
95.1,
94.6,
94.3,
94.7,
95,
95.1,
95,
94.8,
94.9,
95.1,
95.1,
94.9,
94.9,
94.5,
94.3,
94.7,
94.9,
95.1,
95.1,
95,
95.2,
95.3,
95.3,
95.1,
95.1,
94.6,
94.2,
94.5,
94.8,
95.1,
95,
94.9,
95.1,
95.2,
95.4,
95.6,
95.8,
95.5,
95.3,
95.8,
95.8,
96.7,
97.1,
97.5,
97.8,
97.8,
97.6,
96.8,
96.2,
95.4,
95.3,
95.7,
95.7,
95.4,
95.3,
95.1,
95.1,
95.1,
95.1,
94.9,
94.8,
94.4,
94.4,
94.7,
94.5,
94.5,
94.3,
93.9,
93.9,
93.9,
94.2,
94,
93.9,
93.5,
93.5,
93.9,
94.2,
94.3,
94,
94,
94.1,
94.1,
94.1,
93.8,
93.8,
93.5,
93.7,
94.2,
94.5,
94.3,
93.9,
93.7,
93.9,
94.1,
94.1,
93.8,
93.6,
93.3,
93.4,
93.8,
94.1,
94.4,
94.4,
94.5,
94.8,
95,
95.2,
95.2,
95.1,
94.8,
94.9,
95.3,
97.8,
98.2,
98.2,
98.3,
98.4,
98.4,
98.5,
98.2,
98.1,
97.5,
97.4,
97.9,
98.3,
98.4,
98.3,
98.2,
98.2,
98.2,
98.2,
98.3,
98.2,
97.5,
97.4,
97.6,
97.9,
98,
98,
97.7,
97.7,
97.7,
97.9,
97.9,
98,
97.7,
97.7,
97.9,
98.3,
98.5,
98.4,
98.4,
98.5,
98.6,
98.9,
99,
99,
98.7,
98.9,
99,
99.2,
99.4,
99.4,
99.3,
99.7,
99.7,
100.1,
100.1,
99.9,
99.6,
99.8,
99.9,
100.3,
100.3,
100.1,
100,
100.2,
100.1,
100.6,
100.8,
100.7,
100.6,
100.5,
100.6,
100.1,
100.1,
100,
100,
99.7,
99.7,
99.7,
99.5,
99.5,
99.8,
99.8,
100.1,
99.1,
99.4,
99.4,
99.8,
99.7,
99.8,
99.8,
100.1,
100,
100.1,
100.5,
101.1,
101.6,
101.9,
102,
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103,
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104.1,
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104.8,
105.1,
104.3,
104.9,
105.7
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80.8,
80.5,
80.5,
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82,
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81.8,
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82.1,
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82.8,
82.7,
82.6,
82.8,
83.3,
83.6,
83.7,
83.6,
83.5,
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96.6,
96.6,
96.1,
96.1,
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100.8,
100.6,
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100.9,
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100.6,
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100.8,
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100.3,
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100.6,
100.4,
100.1,
100.2,
100.1,
100,
99.9,
99.9,
99.3,
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99.2,
99.5,
99.5,
99.4,
99.2,
99.3,
99.3,
99.2,
99.1,
99,
98.5,
98.3,
98.6,
98.7,
98.8,
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98.5,
98.5,
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98.5,
98.5,
97.8,
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98,
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98.4,
98.3,
98.3,
98.4,
98.4,
98.5,
98.3,
98.4,
97.7,
97.7,
97.9,
98.1,
98.1,
98.1,
97.9,
98,
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98.1,
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97.9,
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97.6,
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97.6,
97.4,
97.4,
97.6,
97.6,
97.3,
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97,
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96.8,
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97.8,
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98.1,
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97.4,
97.6,
97.6,
97.6,
97.5,
97.3,
97.3,
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97.3,
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95.7,
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96,
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97.4,
97.4,
97.5,
97.5,
97.7,
97.6,
97.6,
97.4,
97.4,
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98.2,
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98.2,
98.4,
98.6,
98.7,
98.7,
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98.3,
98.4,
98.6,
98.9,
98.9,
98.9,
98.7,
98.8,
98.8,
99,
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102.6,
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102.4,
102,
101.7,
102.1,
103.8,
104,
104,
103.7,
103.4,
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104.9,
104.9,
104.8,
104,
103.8,
104.2,
104.6,
104.7,
104.6,
104.2,
104.1,
104.6,
104.7,
104.7,
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104,
103.6,
104,
104.6,
104.6,
104.6,
104.1,
104,
104.4,
104.6,
104.5,
104.4,
103.8,
103.6,
103.9,
104.1,
104.4,
104.1,
103.9,
104,
103.9,
103.7,
103.7,
103.6,
102.9,
102.6,
102.8,
103.2,
103.3,
103.2,
103,
103.1,
103.1,
103,
102.8,
102.8,
102,
101.7,
102,
102.3,
102.3,
102.3,
102,
102.2,
102.2,
102.1,
102,
102.1,
101.3,
101.1,
101.5,
101.9,
102,
102,
102,
102.1,
102.1,
102,
101.8,
101.8,
100.9,
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101.3,
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101.3,
101.2,
101.4,
101.4,
101.5,
101.1,
101.1,
100.7,
100.3,
100.7,
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100.9,
100.7,
100.8,
101,
101,
100.6,
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100,
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100.4,
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100.5,
100.4,
100.4,
100.5,
100.6,
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99.5,
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100.2,
100.3,
100.1,
99.9,
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100.2,
100.3,
100.3,
100.3,
99.7,
99.4,
99.9,
100.1,
100.2,
100.2,
100.1,
100.2,
100.4,
100.5,
100.3,
100.3,
99.5,
99.3,
99.6,
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99.5,
99.2,
99.3,
99.4,
99.4,
99.3,
99.1,
98.6,
98.5,
98.8,
98.5,
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98.1,
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97,
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96.4,
96.2,
95.8,
95.8,
96.2,
96.6,
96.7,
96.5,
96.5,
96.7,
96.7,
96.9,
96.9,
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96.4,
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96.8,
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98.8,
98.7,
98.8,
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99.1,
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98.9,
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98.6,
98.9,
99.3,
99.3,
99.3,
99.3,
99.5,
99.6,
99.7,
99.7,
99.7,
99.1,
99.2,
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99.9,
99.8,
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91.6,
94.1,
97.4,
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86.5,
87.6,
93,
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95.4,
94,
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92.8,
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105.7,
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67,
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75.2,
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75.8,
76.1,
76.1,
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77,
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77.6,
77.6,
77.5,
77.7,
77.7,
77.9,
77.8,
77.9,
78,
78.1,
78.3,
78.3,
78.5,
78.6,
78.6,
78.7,
78.7,
78.7,
78.8,
78.9,
78.9,
78.8,
78.8,
78.8,
78.8,
78.9,
78.8,
78.9,
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78.3,
78.3,
78.3,
78.2,
78.3,
78.3,
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78.2,
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92.1,
92.1,
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91.8,
92.1,
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91.4,
91.1,
91.3,
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90.5,
90.3,
90.2,
90.2,
90,
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90.1,
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89.9,
89.6,
89.7,
89.7,
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90.3,
90.1,
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89.8,
89.8,
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90,
90,
90.1,
90,
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90,
90,
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89.8,
89.6,
89.6,
89.6,
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89.5,
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89.8,
90,
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90.2,
90.2,
90.4,
90.5,
90.7,
93.2,
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51.1,
51.6,
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53.2,
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54.4,
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55.4,
55.9,
56.3,
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57.6,
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58.3,
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63.1,
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64.5,
65.1,
65.8,
66.2,
66.7,
67.1,
67.4,
67.7,
67.7,
68.2,
68.3,
68.1,
67.3,
66.7,
66.3,
66.3,
66.2,
66.3,
66.4,
66.4,
67,
67.6,
67.8,
68.1,
68,
67.7,
67.5,
67.5,
67.2,
67.1,
67.1,
66.9,
66.8,
66.8,
67.1,
67.2,
66.9,
66.6,
66.6,
66.5,
66.1,
66.1,
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65.8,
66.4,
66.6,
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66.9,
66.5,
66.5,
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66.6,
66.9,
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67.3,
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68.5,
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68.8,
69,
69.1,
69.2,
69.6,
70.1,
70.5,
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71.3,
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71.4,
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71.2,
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73.3,
73.3,
73.3,
73.3,
73.3,
73.3,
73.4,
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73.1,
73.1,
73.3,
73.2,
73.1,
73.1,
72.9,
72.8,
72.8,
72.8,
72.8,
72.6,
72.4,
72.3,
72.3,
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72.2,
72.2,
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72.1,
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71.3,
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71.7,
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74.3,
74.3,
74.3,
74.6,
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75.1,
75.2,
75.3,
75.3,
75.4,
75.4,
75.6,
75.7,
75.8,
75.9,
75.8,
75.7,
75.9,
75.8,
75.8,
75.9,
75.7,
75.7,
75.8,
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75.5,
75.4,
75.2,
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75.1,
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74.6,
74.6,
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74,
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74.4,
74.4,
74.4,
74.5,
74.6,
74.7,
74.7,
74.8,
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75.7,
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76.2,
76.2,
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78.7,
78.8,
78.8,
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78.9,
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78.7,
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78.8,
78.8,
78.7,
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78.6,
78.7,
78.7,
78.6,
78.8,
78.8,
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78.9,
78.8,
78.3,
78.4,
78.1,
78,
78.1,
78.1,
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77.4,
77.5,
77.6,
77.4,
77.3,
77.1,
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76.8,
76.8,
77,
77,
77,
77,
77,
76.7,
76.7,
76.7,
76.6,
76.7,
76.8,
77,
77,
77.3,
77,
76.8,
76.7,
77.3,
77.4,
77.3,
77.1,
77,
77.2,
77,
77,
77.2,
77.4,
77.5,
77.5,
77.7,
77.8,
77.6,
77.6,
77.8,
77.7,
77.7,
78.1,
78.2,
77.9,
78,
78,
78.5,
79.5,
79.9,
79.7,
80.1,
79.8,
79.9,
80.7,
80.5,
80.8,
81.1,
81,
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81.6,
81.5,
81.6,
81.5,
81.7,
81.9,
81.9,
81.7,
81.7,
81.6,
81.7,
81.7,
81.8,
81.8,
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82.2,
81.8,
82.2,
82.6,
82.7,
82.8,
83,
82.9,
83.5,
83.2,
83.5,
83.4,
83.4,
83.5,
83.5,
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84.4,
84.2,
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86.2,
86.6,
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87.2,
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87.9,
88.1,
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84.2,
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85,
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85.8,
86.5,
86.4,
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91.1,
91.5,
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92.4,
92.4,
93,
93,
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94,
94.3,
94.8,
94.7,
95,
94.9,
94.9,
95.4,
95.6,
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96.2,
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96.3,
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98.5,
98.4,
98.5,
98.9,
98.7,
98.9,
98.8,
98.7,
98.9,
99.2,
99.3,
99,
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99.6,
99.2,
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46.9,
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51.5,
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42.1,
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53.4,
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52.6,
49.9,
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56.7,
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74.6,
84.3,
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80.6,
86.2,
82.9,
87.6,
89.2,
92.6,
83.3,
71.6,
76.3,
77.3,
79.7,
71.9,
66.5,
72.3,
72.7,
75.8,
73.1,
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71.8,
71.5,
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82.3,
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75.6,
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69.2,
70.2,
69.1,
70.3,
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72.8,
79.2,
77.1,
71.1,
67.2,
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72.5,
68.3,
71.1,
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67,
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67.5,
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68.6,
71.5,
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68.8,
71.8,
69.9,
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70.7,
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99.5,
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98.5,
98.5,
96.7,
88.9,
93.6,
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89.1,
94.1,
102.6,
101.3,
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45.5,
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49.4,
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49.8,
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51,
51,
51,
51,
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51.6,
51.6,
51.6,
51.7,
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56.5,
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61.8,
67.2,
71.4,
72.6,
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73.6,
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78.5,
80.8,
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86.6,
86.8,
87,
87.1,
87.1,
87.5,
88.4,
88.4,
86.7,
87.5,
88.1,
88,
87.1,
87,
87.1,
87.1,
87.1,
87.1,
88,
88,
87.9,
87.5,
87.1,
86.5,
87.1,
87.5,
87.7,
87.7,
88.3,
88.6,
88.4,
88.3,
88.2,
88.3,
88.1,
88.1,
88.1,
88.3,
88.6,
88.7,
88.7,
88.9,
89.2,
89,
89,
88.7,
88.4,
88.2,
88.1,
88.1,
88,
88,
88.1,
88.1,
88.1,
88.1,
88.1,
88.2,
88.1,
88.2,
88.4,
89.2,
89.7,
91.1,
91.9,
92.7,
93.4,
94.1,
95,
96,
96.9,
97.2,
97.5,
97.7,
97.8,
97.6,
97.7,
98.2,
98.2,
98.2,
98.2,
98.4,
98.3,
98.3,
98.3,
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99,
99,
98.7,
98.4,
98,
97.8,
97.5,
97.4,
97.7,
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97.5,
97.5,
97.7,
98.1,
98.4,
98.6,
98.6,
98.8,
99.8,
99.9,
100,
100.3,
100.4,
100.4,
100.5,
100.5,
100.7,
101.4,
101.8,
102,
102,
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102.3,
102.4,
102.6,
102.8,
102.7,
102.7,
103,
103.2,
103.5,
103.5,
103.5,
103.6,
103.5,
103.4,
103.5,
103.6,
103.5,
103.2,
103,
102.9,
102.1,
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101.5,
101,
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100.8,
100.6,
100.6,
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99.4,
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99.1,
99.3,
99.3,
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99,
98.9,
99,
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99,
99,
99,
99,
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100.9,
100.7,
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100.8,
101,
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100.9,
100.6,
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100.9,
101.1,
101.1,
101.9,
103.4,
104.6,
106.3,
108,
108.7,
109.3,
109.6,
109.9,
109.8,
110.1,
110,
109.9,
109.7,
110.2,
110.1,
110.1,
110.2,
110.4,
110.6,
110.6,
110.5,
110.2,
111.1,
111.1,
110.9,
110.8,
110.8,
110.5,
110.2,
110.8,
110.8,
110.2,
110.8,
110.3,
110.6,
110.3,
110.4,
110,
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109.5,
109.6,
110.3,
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110.1,
109.3,
109.3,
108.8,
109.5,
109.2,
108.8,
108.2,
108.2,
107.5,
108.4,
108.7,
108.4,
107.5,
108.2,
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106.9,
106,
106.8,
106.3,
106.2,
105.5,
106.2,
105.6,
106.4,
106,
105.9,
104.9,
105.6,
104.9,
105.7,
105,
105.3,
105.3,
105.4,
105.3,
107.3,
107.4,
107.4,
107,
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106.5,
107.2,
106.8,
106.3,
106.3,
106.5,
106.8,
106.4,
106.5,
106.2,
106.2,
106,
106,
106,
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105.7,
106,
105.7,
105.8,
106.1,
106.1,
105.9,
106,
105.6,
105.9,
105.5,
105.6,
105.3,
105,
105.2,
104.7,
104.6,
104.6,
104.1,
104.2,
103.7,
103.6,
103.7,
103.4,
103.4,
103.7,
103.6,
103.4,
103,
103.4,
102.8,
102.6,
102.2,
102.6,
102.3,
102.6,
102,
102.1,
102.2,
101.8,
101.7,
101.4,
101.7,
101,
101.1,
100.8,
100.8,
100,
100.1,
99.8,
100,
99,
99.2,
99.2,
98.9,
98.9,
98.8,
98.3,
99.2,
97.6,
98.6,
98.5,
98.5,
97.7,
97.9,
97.7,
97.4,
97.2,
96.7,
97.8,
97.8,
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95,
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97.2,
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97.4,
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97.3,
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99,
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98.9,
98.8,
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99.1,
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99.3,
100,
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100,
100.1,
100,
100.2,
100.3,
99.9,
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100,
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100.5,
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100.5,
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100.3,
101.4,
100.9,
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101.5,
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100.9,
101.2,
101.2,
100.6,
100.5,
100.7,
100.6,
100.8,
100.8,
100.9,
100.7,
101.1,
100.6,
100.5,
100.8,
100.3,
100.6,
100.6,
100.9,
101,
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100.4,
100.4,
100.4,
100.2,
100.7,
100.4,
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100.2,
100.6,
100.6,
100.3,
99.9,
100,
99.4,
99.4,
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107.3,
107.6,
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111.7,
111.6,
112.3,
113.8,
113.9,
114.7
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25.6,
25.8,
25.9,
26,
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26.3,
26.4,
26.6,
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27.3,
27.4,
27.6,
27.8,
27.9,
28.1,
28.3,
28.5,
28.8,
28.9,
29,
29.1,
29.4,
29.5,
29.6,
29.7,
30,
30.1,
30.1,
30.3,
30.4,
30.5,
30.6,
30.6,
30.8,
31,
31.1,
31.4,
31.7,
32.1,
32.2,
32.5,
32.5,
32.8,
33.4,
34.1,
34.9,
36.8,
39.4,
42.5,
44.4,
45.6,
46.8,
47.7,
48.1,
48.3,
48.9,
49.5,
50.2,
50.8,
51.8,
52,
52.2,
52.7,
52.9,
53,
53.7,
54.1,
54.4,
54.7,
54.8,
54.8,
55,
55.2,
55.4,
55.6,
55.7,
55.9,
55.9,
56.3,
56.5,
56.6,
57,
57.2,
57.4,
57.5,
57.8,
57.9,
58.1,
58.3,
58.5,
58.6,
58.8,
58.8,
59.1,
59.1,
59.2,
59.2,
59.2,
59.3,
59.3,
59.6,
59.6,
59.8,
59.6,
59.8,
59.8,
59.7,
59.7,
59.6,
59.6,
59.7,
59.6,
59.7,
59.8,
59.8,
59.8,
60,
60,
60.1,
60.5,
60.9,
61.2,
61.8,
62.7,
63,
63.2,
63.5,
64.1,
64.5,
64.7,
65.2,
65.8,
66.2,
66.3,
66.7,
66.9,
66.9,
67.1,
67.2,
67.2,
67.5,
67.7,
67.7,
68.6,
68.6,
68.7,
68.8,
69.1,
69.1,
69.4,
69.6,
69.4,
69.5,
69.5,
69.7,
69.7,
69.7,
69.8,
69.9,
69.9,
69.9,
69.9,
69.9,
69.9,
70.1,
70.1,
70.2,
70.2,
70.3,
70.4,
70.5,
70.6,
70.5,
70.5,
70.6,
70.6,
70.7,
70.9,
71,
71.1,
71.1,
71,
71,
70.9,
70.9,
71,
70.9,
71,
71.3,
71.4,
71.3,
71.4,
71.4,
71.5,
71.6,
71.7,
71.8,
71.7,
71.7,
71.7,
71.8,
71.8,
71.8,
71.8,
71.8,
71.9,
71.8,
72,
71.8,
71.8,
71.8,
71.8,
71.8,
71.8,
71.8,
71.8,
71.7,
71.7,
71.8,
71.7,
71.6,
71.6,
71.5,
71.6,
71.4,
71.4,
71.4,
71.6,
71.6,
71.6,
73.4,
73.4,
73.1,
73.2,
73.1,
73.4,
73.4,
73.6,
73.5,
73.8,
73.9,
73.9,
74.3,
74.7,
74.8,
74.9,
75,
75.6,
75.9,
76.4,
76.5,
76.8,
77.1,
77.3,
77.4,
77.6,
77.7,
77.6,
77.6,
77.8,
78,
78.1,
78.5,
78.6,
78.9,
78.9,
79.2,
79,
79.2,
79.2,
79.2,
79.2,
79.3,
79.4,
79.6,
79.7,
79.8,
79.8,
80,
80,
80,
80.1,
80,
79.9,
80.1,
80.1,
80.4,
80.4,
80.5,
80.5,
80.3,
80.2,
80.2,
80.4,
80.4,
80.1,
80.1,
80,
80.2,
80.2,
79.8,
79.8,
80,
80.1,
80.1,
80.3,
80.2,
80,
80.2,
80.1,
80.2,
80,
80.1,
80.1,
80.1,
80,
80.1,
80.1,
79.9,
80.1,
80.2,
80.2,
80.1,
80,
79.9,
80,
81.8,
81.7,
81.8,
81.8,
81.7,
81.8,
81.6,
81.6,
81.4,
81.4,
81.7,
81.7,
81.8,
81.7,
81.5,
81.8,
81.7,
81.8,
81.8,
82,
82.2,
82.7,
82.9,
82.7,
82.8,
82.9,
83,
83,
82.9,
82.9,
83.1,
83.2,
83.1,
83.3,
83.2,
83.2,
83.3,
83.2,
83,
82.9,
82.9,
83,
83.3,
83.1,
83,
82.9,
82.7,
82.8,
82.6,
82.5,
82.5,
82.4,
82.4,
81.6,
80.8,
80.6,
80.4,
80.2,
80.1,
80.5,
80.5,
80.5,
80.5,
80.4,
80,
80.3,
79.9,
80,
79.8,
80,
80,
80,
80,
79.9,
79.8,
80,
79.7,
80,
80.1,
80.2,
80.1,
80,
80,
80.3,
80.2,
80.5,
80.3,
80.4,
80.2,
80.5,
80.5,
80.3,
80.1,
80.5,
80.2,
80.5,
80.4,
80.5,
80.5,
80.5,
80.3,
80.3,
80.3,
80.3,
80.2,
80.4,
80.2,
80.3,
80.3,
80.3,
80.5,
80.5,
80.4,
80.4,
80.4,
80.4,
80.1,
80.3,
80.4,
80.7,
80.7,
80.6,
80.6,
80.8,
80.6,
80.6,
80.9,
81.3,
81.3,
81.7,
81.4,
82.1,
82.7,
84.7,
85.8,
86.8,
86.4,
86.6,
87,
87,
87,
87.1,
87,
87.5,
87.6,
88.2,
88.3,
88.2,
88,
88.2,
87.9,
87.8,
87.2,
87.4,
87,
87,
87.3,
86.6,
86.9,
86.5,
86.3,
86.5,
86.6,
86.9,
86.4,
86.6,
86.6,
86.6,
87.2,
86.6,
86.3,
86.3,
86.1,
86.1,
86.2,
86.1,
85.9,
85.7,
85.8,
86,
86,
85.6,
85.7,
85.7,
85.5,
85.8,
86.2,
86.3,
85.5,
85.6,
86,
86.2,
86.3,
86.1,
86.1,
85.7,
85.6,
85.6,
85.8,
86.3,
86.3,
86.3,
86.3,
86.1,
88.7,
88.6,
88.9,
90.2,
90.1,
90.5,
91.1,
91.2,
91.2,
91.7,
91.5,
91.6,
91.8,
92,
92.3,
93,
93.7,
94.1,
95.3,
95.6,
95.4,
95.7,
95.3,
95.6,
95.5,
95.2,
95.3,
95.3,
95.3,
95.6,
95.8,
95.8,
95.8,
95.8,
95.8,
95.8,
95.9,
95.8,
95.9,
96.2,
96,
96.1,
96.5,
96.5,
96.5,
96.7,
96.5,
96.2,
96,
95.4,
95.2,
96,
95.6,
95.9,
96.4,
96.6,
96.1,
96.5,
96.2,
96.7,
96.8,
97,
97.7,
98.7,
98.5,
98.9,
99.1,
99.6,
99.3,
99.7,
99.6,
99.5,
99.7,
100,
100.3,
100,
99.6,
99.7,
100.7,
100.7,
100.4,
100.6,
100.4,
100.6,
100.6,
100.6,
100.8,
100.5,
100.5,
100.7,
101.5,
102.3,
102.4,
102.2,
102,
102.5,
103.3,
103.9,
104.9,
105.2,
105.6,
107,
108.3,
109.8,
110.1,
109.4,
109.2,
111,
114.6
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33.2,
33.3,
34.2,
34.5,
35.3,
37.1,
39.3,
42.3,
44.1,
44.6,
45.1,
45.3,
47,
47.4,
47.8,
48.2,
49,
49.6,
49.7,
49.8,
50.7,
50.4,
50.6,
50.7,
51.6,
52.3,
52.5,
52.6,
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53,
53.3,
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54,
54,
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54.3,
54.8,
54.9,
55.2,
55.2,
55.2,
55.3,
55.8,
55.7,
55.7,
56,
56.3,
56.6,
57.4,
58,
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58.3,
58.6,
58.7,
58.6,
58.6,
58.6,
58.8,
58.9,
59,
58.9,
59.7,
59.6,
59.6,
59.3,
59.4,
59.5,
59.6,
59.6,
59.7,
59.8,
59.8,
60,
60,
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59.8,
60,
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61,
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62.3,
62.5,
63.1,
63.5,
63.4,
63.5,
63.6,
63.7,
63.8,
64.2,
64.3,
64.5,
65,
65.2,
65.5,
65.9,
66.3,
65.9,
66.1,
66.3,
66.4,
66.8,
66.8,
67.1,
67.4,
67.9,
68.5,
68.8,
68.7,
68.6,
69,
68.9,
68.8,
69.1,
69,
69.4,
69.7,
69.6,
69.8,
69.9,
69.9,
70.1,
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70,
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70.1,
70.1,
70.3,
70.5,
70.6,
70.8,
71.2,
71.5,
71.6,
71.3,
71.1,
71.2,
71.3,
71.3,
71.3,
71.3,
71.2,
71.4,
71.5,
71.6,
71.4,
71.5,
71.6,
71.6,
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71.6,
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72.2,
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72.1,
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72.6,
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72.8,
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73,
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75.6,
75.8,
75.6,
75.6,
75.6,
75.8,
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75.8,
75.6,
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76.2,
76.2,
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77.2,
77.9,
78.2,
79.1,
79.4,
79.3,
79.5,
79.7,
80,
80.8,
80.9,
81.3,
81.4,
81.1,
81.1,
81.4,
81.6,
81.7,
81.8,
82.1,
82.4,
82.5,
82.6,
83,
83.2,
83.3,
83.4,
83.4,
83.2,
83.5,
83.7,
83.7,
83.6,
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84,
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84,
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84.5,
84.4,
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84.7,
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84.9,
85.1,
85.1,
85.1,
84.6,
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87.6,
87.4,
87.2,
87.1,
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87.3,
87.3,
87.4,
87.5,
87.3,
87.4,
87.2,
87.3,
87.2,
87.4,
87.3,
87.2,
87.2,
87.4,
87.3,
87.3,
87.3,
87.3,
87.3,
87.6,
87.1,
87.1,
87,
87,
86.6,
86.7,
86.8,
86.8,
86.7,
86.7,
86.7,
86.7,
86.4,
86.3,
86,
86,
85.9,
85.9,
85.8,
85.7,
85.6,
85.5,
85.4,
85.5,
85.5,
85.5,
85.4,
85.5,
85.6,
85,
85.4,
85.3,
85.4,
85.1,
85.2,
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85.1,
85.2,
85.4,
85.4,
85.2,
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84.9,
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84.6,
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84.5,
84.5,
84.5,
84.4,
84.4,
84.4,
84.7,
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84.5,
84.7,
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94.6,
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94.3,
94.3,
95,
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96,
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96.1,
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96.5,
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78.5,
78.8,
78.9,
79.2,
79.7,
79.7,
80.1,
81.6,
82.5,
82.8,
83.3,
83.6,
84.2,
84.3,
84.6,
84.7,
84.9,
85.2,
85.3,
85.8,
87.1,
87.9,
88.3,
90.3,
91.6,
92.2,
93.4,
94.2,
94.6,
94.8,
95.2,
95.3,
95.5,
95.6,
95.9,
96.2,
96.2,
93.2,
93,
92.8,
92.8,
92.9,
92.9,
93,
93,
93.1,
93.1,
93.4,
93.5,
93.4,
93.6,
93.6,
93.6,
93.7,
93.9,
94.3,
94.6,
94.8,
95.3,
95.7,
95.9,
96.1,
96.3,
96.9,
97.3,
97.7,
98.1,
98.2,
98.4,
99.3,
100.3,
100.7,
100.9,
101,
101.2,
101.5,
101.5,
101.3,
102.2,
102.3,
102.3,
102.5,
102.6,
102.8,
102.8,
102.8,
102.9,
103,
103,
103.1,
103.2,
103.2,
103.4,
103.4,
103.5,
103.6,
103.7,
103.7,
103.7,
103.8,
103.8,
103.8,
103.8,
103.9,
103.9,
103.8,
103.9,
104.2,
104.2,
104.3,
104.3,
104.4,
104.5,
104.5,
104.4,
104.6,
104.7,
105.4,
105.9,
106.3,
106.6,
106.5,
106.3,
106.3,
106.2,
106.2,
106.3,
106.4,
106.7,
106.8,
107,
107.1,
107,
107.1,
106.5,
106.4,
106.4,
106.3,
106.5,
106.5,
105.3,
104.8,
104.6,
104.3,
104.3,
104.2,
104,
104,
103.9,
103.8,
103.7,
103.2,
102.8,
102.6,
102.6,
102.4,
102.4,
102.2,
102.3,
102.2,
102.4,
102.3,
102.4,
102.7,
102.7,
104.7,
104.8,
104.7,
104.9,
104.8,
104.6,
104.8,
104.9,
104.8,
104.9,
104.8,
104.8,
104.9,
104.8,
104.8,
104.9,
105,
105.2,
105.2,
105.6,
105.6,
105.7,
106,
106.2,
106.9,
107,
107,
107.1,
107.5,
107.6,
107.6,
107.5,
107.9,
107.9,
108,
108.6,
111.6,
112.4,
112.8,
112.9,
112.9,
113,
113.1,
113.1,
113,
113.6,
113.3,
113.5,
113.5,
113.5,
113.1,
113.6,
113.2,
113.7,
113.6,
113.6,
113.6,
113.9,
114,
113.8,
113.9,
114,
114,
114.1,
113.9,
113.8,
113.8,
114.3,
114.3,
114.7,
115,
115.7,
116.4,
116.2,
115.6,
115.3,
115.8,
115.7,
115.4,
115.6,
115.2,
115.4,
115.4,
115.2,
115,
115.2,
115,
114.9,
115.2,
115.2,
115,
115,
114.9,
114.9,
115,
115,
116.9,
117.2,
116.9,
117.5,
118,
117.7,
118.4,
118.3,
118.3,
118.4,
118.4,
118.4,
119,
119.4,
119.9,
120.3,
120.1,
120.4,
120.3,
120.6,
121,
120.8,
121.2,
120.9,
121.2,
121,
121.4,
121.3,
121.8,
121.2,
121.8,
121.1,
121.3,
121.3,
121.7,
121.5,
121.5,
121.2,
121.3,
120.7,
120.9,
120.5,
120.7,
120.4,
120.1,
119.7,
119.7,
119.8,
119.5,
118.9,
119.4,
118.8,
118.6,
118.4,
118.4,
118.3,
118.1,
118.1,
118.2,
118.1,
118,
117.8,
117.1,
116.4,
116.1,
116.3,
116,
116.1,
115.7,
115.7,
115.4,
114.8,
114.9,
114.2,
114,
113.6,
113,
112.9,
113.2,
113,
113,
112.9,
112.8,
112.2,
112.2,
110.9,
111.2,
111.1,
110.3,
110.7,
110.5,
110.1,
110.6,
110.3,
110.2,
109.9,
110,
110.1,
109.5,
109,
108.9,
108.9,
108.3,
108,
107.6,
107.8,
107.6,
107.5,
107.1,
106.7,
107.1,
106.7,
106.6,
106.4,
106.5,
106.6,
106.3,
106,
106.4,
106,
105.9,
106.1,
106.1,
105.8,
105.9,
105.8,
105.8,
105.5,
105.3,
105.3,
105.3,
105.4,
105.5,
105.5,
105.3,
105.5,
105.3,
105.4,
105.8,
105.4,
104.8,
104.9,
104.6,
104.3,
103.8,
103.2,
102.7,
102.6,
102.4,
102.1,
102.1,
102,
101.4,
101.8,
101.7,
101.6,
101.5,
101.1,
100.8,
100.4,
100.4,
100.3,
100.4,
100.4,
99.5,
99.8,
100,
100.2,
101.4,
101.4,
100.9,
100.7,
100.4,
100.4,
99.9,
100,
99.6,
99.9,
99.6,
100,
99.9,
99.7,
99.7,
99.1,
98.3,
99.4,
98.7,
98.9,
98.1,
97.9,
98,
97.8,
97.6,
97.6,
97.7,
97.3,
97.4,
97.8,
98.2,
97.6,
97.7,
97.9,
97.6,
97.7,
100.2,
99.6,
99.3,
98.8,
98.3,
98.6,
98.9,
98.8,
99.1,
99.2,
99.4,
99.3,
99.6,
100.4,
100.2,
100,
99.7,
99.9,
99.7,
100,
99.8,
99.7,
99.9,
99.8,
99.3,
99.3,
100.6,
100.5,
100.1,
100.4,
100.2,
100.5,
100.4,
100.4,
100.3,
100.4,
100.5,
100.7,
100.6,
100.3,
100,
100.2,
100.5,
100.3,
100.3,
100.5,
100.3,
100.2,
100.2,
100.2,
100.2,
99.9,
100,
100.5,
100.3,
100.4,
100.4,
100.3,
100.3,
100.4,
100.2,
100.4,
100.5,
100.4,
100.4,
100.8,
100.7,
100.7,
100.4,
100.8,
100.9,
100.8,
100.5,
100.3,
99.9,
99.6,
99.4,
100.1,
99.6,
99.4,
98.7,
99.5,
99.4,
99.6,
99,
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100.1,
100.3,
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100.6,
101.9,
101.9,
101.1,
101.4,
101.5,
102.6,
102.7,
101.8,
101.3,
101.5,
101.1,
102.1,
105.2,
107.6,
107.5,
107.8,
109.4,
109.4,
110.3
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86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86,
86.1,
87.9,
88.3,
88.4,
88.4,
91.1,
92.2,
92.4,
92.4,
92.4,
92.4,
92.4,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
98.7,
97.1,
97.1,
97.1,
97.1,
97.1,
97.1,
97.1,
97.1,
97.1,
96.7,
96.7,
100.3,
100.3,
100.3,
100.3,
100.3,
100.3,
100.3,
100.3,
100.4,
100.4,
100.4,
101.2,
101.6,
101.9,
102,
102.1,
102.1,
102.1,
102.1,
102.2,
102.2,
102.2,
102.2,
102.2,
102.2,
102,
102,
102,
102.1,
102.1,
102.1,
102.1,
102.1,
102,
102,
102,
102,
102,
102,
102,
102,
102,
102,
101.9,
101.9,
101.8,
101.8,
101.8,
101.8,
101.9,
104.9,
105,
105.1,
105.1,
105.1,
105,
105.1,
105,
104.9,
104.9,
104.9,
105,
104.9,
104.9,
104.8,
104.8,
104.7,
104.7,
104.6,
104.5,
104.6,
104.5,
104.5,
104.5,
104.3,
104.3,
104.3,
104.3,
104.3,
104.2,
104.3,
104.2,
104.2,
104.2,
104.2,
105.8,
105.8,
105.9,
105.9,
105.9,
105.8,
105,
105,
105,
105,
105,
104.9,
105,
104.9,
104.9,
104.9,
104.8,
104.9,
105,
104.9,
105,
105,
104.9,
104.9,
104.9,
104.9,
104.9,
104.9,
104.9,
104.9,
104.9,
104.7,
104.5,
104.5,
104.6,
104.5,
104.3,
104.3,
104.3,
104.2,
104,
104,
104,
104.1,
104,
103.8,
103.8,
103.8,
103.7,
103.6,
103.4,
103.4,
103.3,
103.2,
103.3,
103.3,
103.1,
103.1,
103.2,
103,
103,
103,
102.8,
102.3,
102.2,
102.3,
102.2,
102.2,
102.3,
102.3,
102.3,
101.9,
101.8,
102.2,
101.9,
101.7,
101.5,
101.5,
101.4,
101.4,
101.2,
101.2,
101.1,
101,
101,
100.9,
100.9,
100.9,
100.7,
100.6,
100.6,
100.6,
100.5,
100.9,
101.1,
101.1,
101,
100.9,
100.8,
100.8,
100.5,
100.4,
100.5,
100.3,
100.1,
100.3,
100.2,
100.2,
100.2,
99.9,
99.7,
99.6,
99.6,
99.6,
99.6,
99.5,
99.4,
99.1,
99.1,
98.8,
98.9,
98.8,
98.8,
98.6,
98.4,
98.5,
98.5,
98.7,
98.3,
98.5,
98.6,
99.5,
100,
100.5,
100.6,
100.6,
100.6,
100.8,
101.2,
101.1,
100.9,
100.9,
100.3,
100.4,
100,
99.8,
99.9,
99.6,
99.2,
99.3,
99.4,
99.2,
98.9,
99.1,
98.8,
98.8,
98.6,
98.5,
98.3,
98.2,
97.5,
98.1,
98,
97.9,
97.4,
97.8,
97.7,
97.8,
97.8,
97.6,
97.2,
97,
96.6,
97.1,
96.9,
96.7,
96.3,
96.6,
96.5,
96.7,
96.3,
96.3,
95.9,
95.9,
95.5,
95.8,
95.8,
95.7,
95,
95.4,
95.2,
95.4,
95.3,
95.2,
95,
95,
94.5,
94.9,
94.9,
94.8,
94.6,
95.1,
95,
94.8,
98.3,
97.9,
97.7,
97.6,
97.1,
97.4,
97.3,
97.3,
97.1,
97.4,
97.2,
96.9,
97,
96.9,
97,
96.7,
96.3,
96.8,
96.8,
96.6,
96.2,
96.4,
96.3,
96,
96.4,
96.6,
96.5,
96.6,
96.2,
96.7,
96.6,
96.7,
96.2,
97,
97.2,
97.5,
97.5,
97.3,
101.8,
101.5,
100.9,
100.9,
100.7,
100.5,
100.4,
100.6,
100.4,
100.2,
100.2,
100.1,
99.7,
99.6,
99.3,
99.5,
99.5,
99.5,
98.8,
99.5,
99.1,
99.1,
98.9,
99.1,
98.9,
98.7,
98.2,
98,
101,
100.8,
100.3,
100.9,
100.5,
100.2,
100.2,
100,
99.9,
99.6,
99.2,
99.5,
100.1,
100.2,
99.6,
100.2,
100.2,
100.2,
99.8,
99.8,
99.6,
99.7,
99.3,
99.5,
99.7,
99.7,
99.1,
99.8,
99.7,
99.7,
99.5,
99.5,
99.2,
99.5,
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99.3,
104.7,
105.6,
105.2,
105.8,
105.8,
106.3,
107
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60.4,
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67,
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67.4,
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69.3,
69.5,
69.6,
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69.8,
69.8,
69.8,
70,
70.2,
70.2,
70.4,
70.6,
70.7,
70.7,
70.9,
71,
71.1,
71.2,
71.3,
71.4,
71.5,
71.5,
71.7,
71.9,
71.9,
72.1,
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72.2,
72.2,
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72.3,
72.4,
72.4,
72.5,
72.5,
72.6,
72.7,
72.7,
72.7,
72.7,
72.8,
72.8,
72.9,
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73,
73,
73.2,
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73.2,
73.3,
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73.4,
73.5,
73.6,
73.7,
73.9,
76.2,
76.4,
76.6,
76.6,
76.6,
76.7,
76.8,
76.8,
76.8,
77,
77.1,
77.1,
77.4,
77.6,
77.7,
77.8,
78,
78.1,
78.3,
78.4,
78.7,
78.9,
79.1,
79.2,
79.5,
79.8,
80,
80.1,
80.2,
80.3,
80.4,
80.6,
80.7,
81,
81.1,
81.3,
81.6,
81.9,
82,
82.2,
82.3,
82.4,
81.5,
82.6,
82.7,
82.8,
82.9,
83,
83.3,
83.4,
83.4,
83.5,
83.6,
83.7,
83.7,
83.8,
83.8,
84.1,
84.1,
84.2,
84.4,
84.4,
84.6,
84.6,
84.7,
83.5,
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84.8,
84.6,
85,
85,
85,
84.5,
84,
84,
84,
84,
84,
84,
84,
84,
83.3,
84,
84.1,
84.1,
84.2,
84.1,
84.1,
84.1,
84.2,
84.2,
84.2,
83.4,
84.3,
84.3,
84.3,
86.6,
86.7,
86.8,
86.9,
86.9,
86.5,
87.1,
87.1,
86.6,
86.6,
86.7,
86.4,
86.9,
86.9,
87,
86.6,
87,
87,
87,
87,
86.5,
86.9,
86.9,
87,
87.1,
87.1,
87.2,
87.2,
87.2,
87.2,
87.2,
87.2,
87.2,
87.2,
87.1,
86.1,
86,
86,
86.2,
86.1,
86.2,
86,
86,
86,
86,
86,
86,
86,
85.8,
85.8,
85.8,
85.8,
85.6,
85.6,
85.5,
85.5,
85.5,
85.5,
86.1,
86.2,
85.7,
86.2,
86.1,
86.2,
85.8,
85.8,
85.8,
85.8,
85.8,
85.8,
85.8,
85.9,
85.6,
85.7,
85.7,
86,
86,
86,
86,
86,
86,
86,
86.3,
86.5,
86.8,
86.8,
86.8,
86.8,
86.8,
86.8,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.7,
86.8,
86.7,
86.7,
86.7,
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86.8,
86.9,
86.9,
87.2,
87.3,
87.3,
87.3,
87.4,
87.4,
87.4,
87.5,
87.6,
87.5,
87.6,
87.6,
87.6,
87.6,
87.7,
88,
88,
88,
88,
88.1,
88.1,
88.3,
88.6,
88.8,
89.1,
89.2,
89.3,
89.5,
89.7,
89.9,
89.9,
90,
90,
90,
90,
90,
90.1,
90,
90,
90,
90,
90,
89.9,
89.9,
89.6,
89.7,
89.8,
89.7,
89.8,
89.8,
89.8,
89.9,
90,
90,
90,
90,
90.1,
90,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90.1,
90,
90,
90,
90,
90,
90,
90,
90.4,
90.4,
90.5,
90.5,
90.5,
90.5,
90.6,
90.7,
90.8,
90.8,
90.8,
93,
93.1,
93.1,
93.2,
93.3,
93.4,
93.5,
93.6,
93.6,
94,
94.1,
94.2,
94.4,
94.5,
94.7,
94.7,
94.8,
94.8,
94.9,
95,
95,
95.1,
95.1,
95.2,
95.4,
95.4,
95.5,
95.5,
95.6,
95.5,
95.5,
95.5,
95.5,
95.5,
95.5,
95.5,
95.6,
95.6,
95.6,
95.6,
95.6,
95.7,
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96,
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96.3,
96.4,
96.5,
96.6,
96.7,
96.6,
96.7,
96.8,
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97,
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97.4,
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97.5,
97.6,
99.6,
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99.9,
99.9,
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99.9,
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101,
101,
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102,
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103,
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105.6,
106.1,
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106.9,
107.5,
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74.4,
74.6,
74.8,
75.2,
75.3,
75.4,
75.5,
75.6,
75.7,
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76.1,
76.2,
76.3,
76.4,
76.7,
77,
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78,
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99.6,
99.6,
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99.8,
99.9,
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100.9,
100.9,
101,
101,
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101.1,
101.2,
101.3,
101.4,
101.4,
101.2,
101.3,
101.3,
101.3,
101.3,
101.2,
101.2,
101.2,
101.1,
101.1,
101,
101.1,
101.1,
101.1,
101.3,
101.3,
101.3,
101.3,
101.3,
101.3,
101.3,
101.2,
101.3,
101.3,
101.1,
101.5,
101.5,
101.5,
101.4,
101.4,
101.5,
101.6,
101.5,
101.4,
101.4,
101.4,
101.6,
101.6,
101.6,
101.7,
101.7,
101.7,
101.7,
101.7,
101.8,
101.7,
101.7,
101.7,
101.6,
101.4,
101.4,
101.5,
101.4,
101.4,
101.4,
101.3,
101.4,
101.4,
101.4,
101.4,
101.4,
101.4,
101.5,
101.5,
101.5,
101.4,
101.3,
101.3,
101.3,
101.2,
101.3,
101.3,
101.3,
101.2,
101.2,
101.2,
101.1,
101,
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101.1,
101.1,
101.1,
101.1,
101.1,
101.1,
101,
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100.9,
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101,
101,
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100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
101,
101,
101,
101,
101,
101,
101.1,
101.1,
101.1,
101.1,
101.1,
101.1,
101.1,
101,
100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
100.9,
100.8,
100.8,
100.7,
100.6,
100.6,
100.6,
100.5,
100.5,
100.5,
100.5,
100.4,
100.4,
100.4,
100.4,
100.4,
100.4,
100.4,
100.3,
100.3,
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100.3,
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100.2,
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100.2,
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100.2,
100.1,
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100.1,
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100,
100,
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99.9,
99.9,
99.8,
99.8,
99.8,
99.7,
99.7,
99.7,
99.6,
99.6,
99.5,
99.5,
99.5,
99.5,
99.4,
99.5,
99.4,
99.4,
99.3,
99.3,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.6,
99.5,
99.5,
99.5,
99.6,
99.5,
99.5,
99.5,
99.4,
99.4,
99.4,
99.4,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.3,
99.2,
99.2,
99.2,
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71.3,
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71.6,
71.8,
72,
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72.2,
72.5,
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72.9,
73.1,
73.2,
73.2,
73.4,
73.5,
73.6,
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73.8,
73.9,
74,
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75,
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96,
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96.5,
96.5,
96.6,
96.6,
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95,
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95.1,
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96.4,
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96.5,
96.6,
96.7,
96.7,
96.7,
96.7,
96.8,
96.8,
96.7,
96.7,
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75.6,
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76,
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76.3,
76.5,
76.9,
77,
77.2,
77.2,
77.4,
77.5,
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78,
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78.2,
78.4,
78.8,
79,
79.2,
79.3,
79.4,
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80,
80.2,
80.3,
80.6,
80.8,
81.8,
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82.3,
82.4,
82.4,
82.4,
82.4,
82.6,
82.7,
82.9,
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83.2,
83.3,
83.4,
83.5,
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84,
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91,
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100.5,
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100.7,
100.9,
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103.1,
103.1,
103,
103.1,
103.1,
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103.1,
103.1,
103.1,
103,
103,
103.1,
103.1,
103.1,
103.1,
103.1,
103.1,
103.1,
103.1,
103.1,
103.1,
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101,
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100.8,
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100.8,
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100.7,
100.7,
100.7,
100.7,
100.7,
100.7,
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100.6,
100.6,
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36.3,
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42,
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44,
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47.3,
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52.5,
53.1,
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55.6,
56.1,
56.5,
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57,
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58.2,
58.5,
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62.1,
62.3,
62.4,
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62.9,
63.3,
63.6,
63.8,
64,
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64.3,
64.5,
64.7,
64.8,
65,
65.1,
65.3,
65.7,
66.2,
66.4,
67,
67.1,
67.4,
67.5,
67.8,
68,
68.3,
68.4,
68.6,
69.1,
69.5,
69.9,
70.1,
70.2,
70.3,
70.5,
70.7,
70.9,
71.1,
71.3,
71.4,
72.2,
72.6,
72.8,
73,
73,
73.2,
73.2,
73.4,
73.6,
73.8,
74,
74.2,
74.7,
75.2,
75.6,
75.7,
75.9,
76,
76.5,
76.6,
76.7,
76.7,
76.9,
77,
77.3,
77.7,
77.8,
78.2,
78.3,
78.5,
78.6,
78.8,
79,
79.3,
79.3,
79.5,
79.8,
80.3,
80.5,
80.6,
80.7,
80.9,
81,
81.3,
81.4,
81.4,
81.5,
81.6,
81.8,
82.2,
82.4,
82.6,
82.7,
82.9,
83,
83,
83.2,
83.4,
83.5,
83.7,
84.3,
84.6,
85.3,
85.6,
85.7,
85.8,
85.9,
85.9,
86,
86.2,
86.3,
86.5,
86.9,
87.1,
87.2,
87.3,
87.4,
87.5,
88,
88.2,
88.4,
88.4,
88.6,
88.8,
89.5,
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90.1,
90.3,
90.4,
90.4,
90.6,
90.8,
90.9,
91.1,
91.2,
91.3,
91.7,
92,
92.2,
92.5,
92.6,
92.7,
92.9,
93.1,
93.3,
93.5,
93.6,
93.8,
93.9,
94.1,
94.6,
94.9,
95,
95.2,
95.3,
95.3,
95.4,
95.6,
95.7,
95.8,
96.5,
97.1,
97.6,
97.7,
97.7,
97.8,
98.1,
98.2,
98.4,
98.6,
98.7,
98.8,
99.1,
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100,
100,
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100.8,
100.9,
101.1,
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101.6,
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102,
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102.2,
102.4,
102.5,
102.6,
103.1,
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103.2,
103.4,
103.6,
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103.8,
103.9,
103.9,
104.3,
104.3,
104.4,
104.5,
104.6,
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104.8,
104.9,
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106,
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104.5,
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104.5,
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104,
104,
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103.8,
103.8,
103.8,
103.7,
103.6,
103.7,
103.6,
103.6,
103.6,
103.6,
103.7,
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103.7,
103.6,
103.6,
103.6,
103.5,
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103.5,
103.5,
103.6,
103.7,
103.7,
103.7,
103.6,
103.5,
103.5,
103.5,
103.4,
103.3,
103.3,
103.3,
103.2,
103.2,
103.2,
103.1,
103.1,
103.1,
103.1,
103,
102.9,
102.8,
102.7,
102.7,
102.7,
102.7,
102.7,
102.7,
102.7,
102.6,
102.6,
102.6,
102.5,
102.5,
102.5,
102.4,
102.4,
102.4,
102.3,
102.3,
102.2,
102.2,
102.2,
102.1,
102.1,
102,
102,
102,
102,
101.9,
101.9,
101.8,
101.8,
101.7,
101.7,
101.7,
101.6,
101.6,
101.5,
101.5,
101.5,
101.5,
101.4,
101.4,
101.3,
101.3,
101.3,
101.2,
101.2,
101.2,
101.1,
101.1,
101.1,
101.1,
101,
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89.5,
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94.6,
94.6,
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94.8,
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95.1,
95.1,
95.2,
95.1,
95.7,
95.8,
96,
96.3,
96.2,
96.4,
99.6,
99.8,
99.9,
99.8,
99.9,
99.8,
100.1,
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31.3,
31.4,
31.4,
31.5,
31.5,
31.6,
31.7,
31.7,
31.8,
31.8,
31.7,
31.7,
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31.7,
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32.3,
32.3,
32.5,
32.5,
32.5,
32.6,
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37.4,
37.9,
37.7,
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37.8,
38,
43,
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43.5,
45.7,
46.4,
47.7,
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47,
47,
47.2,
47.4,
47.4,
47.5,
47.8,
48.2,
48.8,
49.1,
49.3,
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52.6,
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58,
58,
58,
58,
58,
58,
58,
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58,
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84,
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85,
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89,
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88.5,
88.5,
88.8,
89.2,
89.2,
89.2,
89.2,
89.6,
89.7,
89.5,
89.1,
88.8,
88.7,
88.7,
88.8,
88.8,
88.9,
88.8,
88.8,
88.8,
88.8,
88.6,
88.4,
88.2,
88.2,
88.1,
88.1,
88,
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82.5,
82.2,
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81.3,
80.4,
80.1,
78.2,
78,
78,
78.2,
78.2,
78.2,
78.2,
78.2,
78.2,
78.2,
78.1,
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76.5,
76.4,
76.3,
76.2,
76.2,
76.2,
76.2,
76.2,
76.2,
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76.3,
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76.6,
76.7,
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77.1,
77.1,
77.3,
77.4,
77.6,
79.1,
80.2,
80.5,
80.3,
80,
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79.4,
79.3,
79.3,
79.3,
79.3,
79.3,
79.3,
79.4,
79.5,
79.5,
79.4,
79.4,
79.5,
79.5,
79.5,
79.5,
79.5,
79.6,
79.9,
79.9,
79.9,
79.9,
79.9,
79.9,
80.3,
80.3,
80.5,
80.5,
80.5,
80.5,
80.4,
79.6,
79.6,
79.5,
79.5,
79.5,
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80.1,
80.2,
80.2,
80.2,
80.2,
80.1,
80.1,
80.1,
80.1,
80.2,
80.2,
80.2,
80.1,
80.1,
80.1,
80.1,
80.1,
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79,
79,
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79.7,
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80.3,
80.3,
80.3,
80.6,
80.8,
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84.6,
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82.2,
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81.4,
81.4,
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81.2,
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82.6,
82.6,
83.1,
83.1,
83.1,
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82.1,
82.2,
82.5,
82.4,
82.4,
83,
83,
83.1,
83.1,
83.1,
83.1,
83.3,
83.2,
83.1,
83,
83,
82.8,
82,
82,
82,
81.8,
81.7,
81.6,
80.9,
81,
81,
81.1,
81.2,
81.2,
81.7,
81.7,
81.6,
81.7,
81.7,
81.7,
81.6,
81.6,
81.6,
81.4,
81.4,
81.4,
81.3,
81.3,
81.4,
81.5,
81.6,
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81.7,
81.7,
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85.3,
85.2,
85.5,
85.5,
85.4,
85.1,
85,
85.6,
85.4,
85.3,
85.1,
85.4,
85.5,
85.4,
85.7,
85.7,
86.3,
87,
88.1,
88.8,
88.8,
88.9,
89.8,
90.1,
91.4,
93.4,
94,
93.6,
93.2,
91.2,
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90.9,
90.8,
90.3,
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86.6,
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85.4,
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86.3,
87,
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87.4,
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87.9,
87.8,
87.5,
87.4,
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87.8,
88.3,
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90.3,
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91.2,
91.5,
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92,
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94.6,
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94.6,
95.2,
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98.2,
98.9,
99.4,
100.2,
100.3,
100,
99.8,
99.9,
100.1,
100.6,
101.7,
106,
106.1,
106.1,
105.8,
105.6,
105.2,
105,
104.6,
103.8,
103.7,
104.4,
104.1,
104.3,
102.9,
101,
99.5,
97.9,
97.7,
97.8,
97.6,
96.9,
96.1,
95.5,
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94.9,
94,
93.2,
92.4,
91.9,
91.8,
92.1,
92.9,
93.5,
94.1,
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95.6,
96.9,
97.2,
97.3,
97.2,
97.4,
97.5,
97.6,
97.7,
97.8,
98.2,
98.5,
99,
99.9,
100.5,
100.3,
100.5,
101,
101.8,
102.4,
102.5,
102.8,
103.3,
103.6,
103.3,
103.1,
102.7,
102.3,
101.8,
101.2,
101,
102.5,
102.5,
102.8,
102.5,
102.4,
101.5,
100.8,
100.5,
99.8,
99.5,
98.7,
98.1,
97.1,
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96.1,
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97.3,
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102,
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108.3,
111.1,
113.3,
114.3,
115.2,
115.6,
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124.5,
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27.1,
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36.8,
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37.5,
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44.7,
47.6,
47.6,
47.1,
47.4,
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48,
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48.1,
48.2,
48.2,
48.3,
48.4,
48.4,
48.5,
48.5,
48.5,
48.5,
48.5,
48.9,
50.6,
51.7,
51.8,
53.9,
53.9,
53.9,
53.9,
55.7,
55.7,
56.1,
56.1,
55.9,
56,
56,
56,
56,
56.1,
56.1,
56.2,
56.2,
56.2,
56.2,
56.2,
56.2,
56.2,
56.2,
56.2,
54.6,
54.5,
54.4,
54.3,
54.3,
54.3,
55.8,
55.9,
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56.1,
56.8,
58.1,
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65.2,
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79.5,
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80.6,
81.6,
81.6,
81.6,
81.7,
81.7,
81.7,
81.8,
81.8,
81.8,
81.8,
81.8,
81.8,
81.8,
81.8,
81.9,
81.9,
81.9,
81.9,
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82.1,
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82.1,
82.1,
82.2,
82.2,
82.2,
82.2,
82.2,
82.2,
82.3,
82.4,
82.4,
82.4,
82.5,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.6,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.7,
82.6,
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76.4,
76.2,
76.2,
76.2,
76.1,
76.1,
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73.7,
73.5,
73.3,
73.3,
73.3,
73.3,
73.3,
73.3,
73.3,
73.3,
73.3,
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72.6,
72.4,
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71.6,
71.5,
71.5,
71.5,
71.5,
71.5,
71.5,
71.5,
71.5,
71.4,
71.4,
71.6,
72.6,
72.7,
72.7,
72.7,
72.7,
72.7,
72.7,
72.7,
72.7,
72.7,
72.8,
73,
73.2,
73.5,
73.8,
74.1,
74.2,
74.7,
76.2,
77.1,
77.3,
77.3,
77.3,
77.2,
77,
76.9,
76.9,
77,
77,
77,
77,
77,
77,
77,
77.1,
77.2,
77.2,
77.1,
77.3,
77.3,
77.3,
77.4,
77.4,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
77.5,
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76.7,
76.7,
76.7,
76.7,
76.7,
76.7,
76.7,
76.7,
76.7,
76.8,
76.8,
76.8,
76.8,
76.8,
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77,
77,
77,
77,
77,
77,
77,
77,
77,
77,
77.1,
77.4,
77.3,
77.4,
77.7,
77.7,
77.7,
78,
78,
78.3,
79.3,
79.9,
80,
81.4,
82.3,
82.3,
83,
83,
83,
83,
83,
83,
82.6,
82.6,
82.6,
82.3,
82.3,
82.3,
82.3,
82.3,
82.3,
81.7,
81.7,
81.7,
81.5,
81.2,
81.2,
80.7,
80.6,
80.7,
80.5,
80.5,
80.5,
80.7,
80.9,
80.7,
81.1,
81.1,
81.1,
81.7,
81.8,
81.8,
82.4,
82.4,
82.4,
82.9,
82.9,
83,
83.3,
83,
83.1,
83.5,
83.5,
83.5,
83.8,
83.8,
83.8,
83.8,
83.8,
83.8,
83.7,
83.8,
83.4,
83.1,
83.1,
83,
82.8,
82.8,
82.8,
82.5,
82.5,
82.4,
82.4,
82.4,
82.4,
83.1,
83.1,
83.1,
83.3,
83.3,
83.3,
83.2,
83.2,
83.2,
83.1,
83,
83,
82.7,
82.6,
82.6,
82.6,
82.6,
82.6,
82.8,
82.9,
83.2,
83.3,
83.2,
83.2,
83.5,
83.5,
83.5,
83.2,
83.2,
83.2,
83.7,
84,
84.6,
85.7,
86.2,
86.4,
87.6,
87.7,
87.7,
88.2,
88.3,
88.3,
88.2,
88,
88,
88.6,
88.6,
88.6,
88.7,
88.7,
88.7,
88.5,
88.7,
88.8,
89.4,
89.8,
90.5,
91.9,
92.4,
92.4,
93.8,
93.6,
93.7,
95.3,
96,
96.3,
97.4,
97.3,
97.1,
98.5,
98.2,
98,
98,
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94.8,
92.6,
92,
91.1,
90.4,
90.4,
90.8,
91.6,
92.3,
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93.1,
93.5,
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94.4,
94.4,
94.4,
94.1,
94,
94.1,
94.2,
94.4,
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95.1,
95.6,
96.1,
96.6,
97.2,
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98.6,
98.9,
98.7,
98.7,
98.6,
99.6,
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100.3,
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100.6,
100.8,
101.1,
101.2,
100.5,
99.9,
100,
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102.1,
103.1,
103.8,
104.2,
104.5,
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104.3,
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104,
104.9,
105.8,
107,
110.8,
111,
110.9,
110.6,
110.4,
110,
109.8,
109.7,
109.9,
110.6,
111.5,
111.6,
110.3,
108.2,
105.5,
103.1,
100.6,
99.9,
100.2,
100.4,
100.5,
100.3,
99.5,
98.2,
97.2,
95.9,
94.8,
93.5,
92.4,
92.1,
92.3,
92.7,
93.1,
93.7,
94.4,
95.1,
95.8,
96,
96.2,
96.4,
96.7,
96.9,
96.7,
96.7,
96.7,
96.8,
97,
97.6,
98.1,
98.4,
98.6,
98.9,
99.4,
100,
100.6,
101.3,
102.1,
102.8,
103.1,
103,
102.7,
102.3,
101.6,
100.7,
99.8,
99.6,
101.4,
101.5,
101.4,
101.2,
101.4,
101.4,
101.2,
101.1,
100.9,
100.8,
100,
98.7,
96.8,
95.2,
94.4,
94.8,
96,
97.7,
99.3,
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99.8,
99.3,
100.7,
102.3,
103.8,
105.2,
106.8,
110.4,
113.3,
114.8,
116.2,
116.8,
118.5,
119.3,
120.2,
122.7,
125.5,
129.7,
132.8,
124.2,
122.6,
120.2
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18.8,
19.1,
19.5,
19.7,
19.8,
20.1,
20.2,
20.2,
20.3,
20.3,
20.4,
20.6,
20.7,
20.7,
20.7,
20.7,
20.5,
20.5,
20.4,
20.4,
20.4,
20.4,
20.4,
20.4,
20.6,
20.7,
20.7,
20.8,
21,
21.4,
21.5,
21.7,
21.8,
22.1,
22.5,
23.4,
25,
27.2,
28.9,
28.6,
28.5,
28.5,
28.6,
35.1,
36.1,
36.5,
37.2,
38.1,
38.8,
38.8,
38.5,
38.1,
38,
37.9,
37.8,
37.9,
39.2,
40,
40.7,
41.5,
41.9,
42.5,
42.8,
42.9,
42.9,
43,
42.9,
43.3,
44.4,
44.6,
44.9,
45.1,
45.2,
45.3,
45.2,
45.2,
45.2,
45.2,
45.3,
45.3,
45.3,
45.3,
45.3,
45.4,
45.5,
45.3,
44.7,
44.2,
44,
43.8,
43.7,
43.6,
43.6,
43.6,
43.2,
42.5,
41.7,
41.4,
41.1,
41.1,
41.1,
41.2,
41.5,
50.9,
54.4,
59,
62.2,
64.7,
65.7,
73.3,
73.4,
80.8,
80.9,
83.6,
86.9,
87.4,
87.1,
86.5,
86,
85.1,
84,
83.2,
82.8,
82.5,
82.3,
82.2,
86.8,
87.9,
88.2,
92.3,
94.1,
95.2,
95.3,
95.1,
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94.7,
94.6,
94.5,
95,
95.5,
95.8,
100.2,
102.6,
103.2,
103,
102.6,
101.5,
98.8,
96.6,
93.6,
92.7,
92,
91.2,
90.5,
90.4,
90.3,
88.8,
86.1,
84.7,
86,
86,
85.9,
85.7,
85.3,
85.1,
85.1,
87.7,
88.3,
86.3,
83.5,
81.8,
80.4,
80,
79.7,
79.6,
79.6,
79.4,
79.3,
79.2,
78.8,
76.6,
75.1,
74.2,
74,
73.4,
71.9,
70.3,
68.9,
67.6,
65.8,
63.2,
59,
52.3,
49.3,
47.7,
49.1,
49.6,
50.6,
50.7,
50.6,
50.5,
50.4,
50.3,
50,
49.1,
47.5,
46.2,
45,
44.3,
43.8,
43.7,
43.5,
43.5,
43.6,
43.5,
43.2,
41.4,
40.4,
40.3,
40.8,
40.8,
41.5,
41.6,
42.1,
43,
43.3,
43.7,
44.4,
46.1,
46.9,
46.7,
47.6,
48.5,
48.8,
48.7,
48.8,
48.8,
48.9,
50.5,
63.6,
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69.1,
66.6,
63.8,
60.8,
58.4,
58.2,
57.9,
57.8,
57.7,
57.7,
57.8,
58.7,
59,
58.9,
57.6,
57.3,
56.7,
56.6,
56.6,
56.5,
56.6,
57,
57.7,
58.3,
58.5,
58.7,
58.6,
58.5,
58.3,
58.2,
58.1,
58,
57.8,
57.6,
57.2,
56.6,
56.4,
56.3,
56.2,
56.1,
55.9,
55.8,
55.8,
55.7,
55.7,
55.6,
55.5,
55.2,
54.5,
54.3,
53.9,
53.8,
53.6,
53.4,
53.3,
53.1,
53,
53,
52.8,
52.8,
52.5,
52.3,
52.8,
53.2,
54.6,
55.2,
55.4,
55.4,
55.4,
55.5,
55.7,
57.3,
58.6,
58.8,
59.2,
59.2,
59.9,
59.8,
59.5,
59.4,
59.3,
59.3,
58.6,
57.7,
57,
56.7,
56.1,
55.1,
54.4,
54.3,
54.1,
54.1,
54,
54,
52.9,
51.8,
50.9,
50.3,
50.2,
49.8,
49.6,
49.7,
49.8,
50,
50.1,
50.7,
51.2,
52,
52.7,
52.8,
52.7,
53.1,
53.6,
53.7,
53.9,
53.9,
54,
54.2,
55.7,
57.6,
58.5,
58.7,
58.5,
58.5,
58.5,
58.3,
58.3,
58.2,
58.1,
58,
58,
57.2,
55.6,
54.9,
54.3,
53.9,
53.9,
54.1,
54.3,
54.4,
54.2,
54.1,
54.2,
54.8,
55.1,
56.1,
56.6,
57.3,
57.9,
57.9,
57.6,
57.4,
57.3,
57.3,
57,
56.7,
56.2,
55.9,
55.7,
55.7,
56,
56.1,
57.6,
58,
58.1,
61.7,
62.9,
65.7,
66.5,
65.8,
65.7,
65.8,
70.9,
71.9,
71.8,
72.8,
74.8,
77.2,
79,
80.2,
80.7,
86.4,
90.5,
89.7,
89.1,
91.1,
91.4,
91.4,
94.7,
95.1,
93.4,
90.4,
89.4,
89,
86,
85.3,
85.8,
89.3,
90.3,
91.2,
93.2,
93,
93.7,
101.1,
110.9,
111.1,
110.1,
110.2,
110.2,
113.9,
128.4,
139.7,
144.1,
139.8,
129.9,
107.3,
90.2,
81.3,
81,
76.1,
74.7,
75.4,
76.1,
79.1,
79.5,
81.3,
81.8,
81.5,
82.8,
83.9,
87.7,
87.3,
89.2,
94.8,
94.4,
93.4,
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91.9,
91.6,
91.6,
93.6,
99.4,
103.1,
108.4,
112.5,
114,
112.3,
110.9,
110.8,
107.8,
104.3,
104.1,
106,
106.5,
107.4,
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115,
109,
106,
106.2,
109.3,
109.4,
107.6,
110.1,
114.5,
121,
120,
117.5,
116,
115.7,
116.6,
118.7,
119.8,
119.9,
121.2,
122.5,
124.9,
124,
123.3,
126.7,
127.4,
127.4,
128.4,
128.4,
128.2,
127.2,
123.2,
118.4,
105.8,
97.2,
99.7,
99.4,
99.8,
100.5,
100.8,
99,
96,
92.2,
89.4,
86.5,
77.9,
72.3,
71.9,
72.6,
72.8,
74.8,
75.3,
75,
75.2,
74.7,
77.2,
86.5,
93.2,
93.9,
93.5,
93.1,
93,
92,
91.2,
91,
91.1,
93,
97.3,
100.8,
102.1,
105.9,
106,
105.7,
106.3,
110.8,
111.4,
111.3,
112.2,
117,
118.5,
113.2,
108.5,
107.6,
108.6,
108.9,
111.7,
111.1,
110.2,
109.8,
109.4,
111.7,
110.8,
111.6,
114.1,
114.1,
111.4,
98.9,
93.2,
92.4,
93.3,
97.8,
97.4,
96.5,
95.3,
95.6,
97.6,
100.9,
106.8,
111,
111.2,
112.7,
116.8,
117.4,
117.2,
121.5,
129.9,
130,
130.2,
134.7,
139.5,
139.9,
139.1,
139.1,
139.6,
138.5,
138.7,
137.7,
137,
136.1,
135.8,
135.3,
135.2,
135.6
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59.2,
59.2,
59.2,
60.3,
60.4,
60.6,
60.6,
60.6,
60.6,
60.8,
60.8,
60.8,
60.8,
60.8,
60.9,
61.7,
62,
62,
62,
62,
62.1,
62.1,
62.1,
62.1,
62.1,
62.1,
62.1,
62.6,
62.6,
62.7,
62.7,
62.7,
62.7,
62.7,
62.9,
62.9,
62.9,
63,
63,
63.6,
63.6,
64,
64,
64,
64.1,
64.1,
64.1,
64.1,
64.1,
64.1,
64.1,
65.2,
65.3,
65.5,
65.7,
65.8,
65.8,
65.8,
65.8,
65.8,
65.8,
65.8,
65.8,
66.1,
66.3,
66.4,
66.4,
66.4,
66.4,
66.4,
66.4,
66.7,
66.7,
66.7,
66.7,
66.8,
66.8,
66.8,
66.8,
66.8,
66.8,
66.8,
67,
67,
67,
67.2,
67.2,
67.8,
68,
68.1,
68.1,
68.1,
68.2,
68.6,
68.6,
68.7,
68.7,
68.7,
68.7,
70.3,
70.4,
70.9,
71,
71,
71.1,
71.1,
71.4,
71.4,
71.5,
71.5,
71.6,
72.5,
72.7,
73.9,
74,
74.4,
74.4,
74.5,
74.5,
74.5,
74.8,
74.8,
74.9,
75,
75.1,
75.1,
75.2,
75.2,
75.2,
75.3,
75.3,
75.3,
76.2,
76.2,
76.2,
77.5,
77.8,
78,
78.3,
78.3,
78.3,
78.5,
78.6,
78.6,
78.6,
78.6,
78.7,
80.6,
81.3,
82.7,
82.8,
82.8,
82.8,
82.8,
82.8,
82.8,
82.8,
82.8,
82.8,
83.8,
83.8,
84.2,
84.4,
84.4,
84.7,
84.7,
84.7,
84.7,
84.7,
84.7,
84.7,
85,
85.1,
85.1,
85.1,
85.1,
85.2,
85.2,
85.2,
85.2,
85.6,
85.8,
85.8,
86.5,
86.6,
86.7,
86.7,
86.7,
86.7,
86.8,
86.8,
86.8,
86.8,
86.8,
86.8,
87.7,
87.9,
88.2,
88.3,
88.3,
88.5,
88.8,
88.8,
88.8,
88.8,
88.8,
88.8,
89.4,
89.4,
89.4,
89.5,
89.5,
89.5,
89.5,
89.5,
89.5,
89.5,
89.5,
89.6,
89.8,
89.8,
89.8,
89.9,
89.9,
89.9,
89.9,
89.9,
90,
90,
90,
90,
90.3,
90.3,
90.3,
90.4,
90.4,
90.6,
90.6,
90.6,
90.6,
90.5,
90.5,
90.5,
90.7,
90.7,
90.8,
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90.8,
90.8,
91,
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91.1,
91.1,
91.1,
91.5,
91.5,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.6,
91.5,
91.5,
91.5,
91.5,
91.5,
91.5,
91.5,
91.5,
91.5,
91.5,
91.8,
91.8,
91.8,
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91.8,
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93.1,
93.1,
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93.3,
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93.3,
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93.5,
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93.6,
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98.5,
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98.6,
98.6,
98.6,
98.6,
98.6,
98.6,
98.6,
98.6,
98.7,
98.8,
98.8,
98.8,
98.8,
98.8,
98.8,
100.7,
100.9,
102.1,
102.1,
102.1,
100.8,
99.2,
98.3,
96.9,
97.3,
98.1,
100.9,
100.9,
101.3,
101.7,
101.8,
101.6,
102.3,
102.4,
102.6,
102.5,
102.7,
102.9,
103,
103.1,
103.2,
103.2,
103.2,
103.2,
103.3,
103.3,
103.3,
102.2,
101.2,
99.1,
99.4,
100.4,
100.4,
100.5,
101.8,
102.7,
103.4
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120.3,
120,
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125,
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127.6,
127.4,
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129,
129.6,
129.7,
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129.9,
130.2,
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129.6,
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130.5,
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133.1,
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134.1,
135,
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138.8,
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144.9,
145.5,
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146.3,
146.6,
147,
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151.9,
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151,
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151,
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151.1,
151.3,
151.4,
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152.2,
152.3,
152.3,
152.2,
152.6,
152.9,
153.2,
153.1,
152.9,
153.1,
153.1,
153.7,
154,
154,
154,
154.1,
154.4,
154.7,
154.7,
154.4,
154.4,
154.4,
154.3,
154.1,
153.7,
153.5,
153.2,
153.1,
153.2,
153.1,
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152.2,
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147.1,
147.2,
147.1,
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146.3,
146,
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145.4,
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144.2,
143.8,
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143.1,
142.5,
142,
142,
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144.5,
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141.4,
141.4,
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141.3,
141,
141,
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140.7,
140.6,
140.4,
140,
139.7,
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140.1,
140,
139.7,
139.4,
139.2,
138.9,
138.8,
138,
137.8,
137.3,
136.5,
136.5,
136.2,
135.8,
135.1,
134.7,
134.2,
133.9,
133.6,
133.1,
132.8,
132.3,
131.7,
131.6,
131.5,
131.1,
130.4,
129.7,
129.3,
129,
128.6,
128.3,
127.8,
127.1,
126.6,
126.6,
126.3,
125.9,
125.4,
125,
124.8,
124.7,
124.4,
123.9,
123.3,
123.1,
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122.9,
122.7,
122.3,
122.3,
121.7,
121.6,
121,
120.8,
120.2,
119.5,
119,
118.9,
118.6,
118.3,
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117.5,
117.2,
117.2,
117.4,
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111.4,
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110,
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110.7,
110.5,
110.4,
110.1,
110.4,
110.6,
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110.5,
110.8,
110.3,
110.7,
111.1,
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110.8,
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109,
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210,
210,
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213,
211.9,
211.9,
211.5,
213.8,
215.6,
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215.3,
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211.5,
210.8,
210.8,
213.4,
212.3,
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211.5,
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214.1,
214.9,
215.6,
216.4,
217.9,
224.7,
225.4,
226.9,
227.3,
227.3,
234.8,
244.6,
251.3,
259.6,
276.1,
298.7,
306.9,
327.6,
318.6,
320.5,
322,
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337.7,
347.1,
347.5,
347.5,
340.7,
341.1,
340.4,
340.7,
340.7,
340.4,
340.4,
338.9,
324.6,
338.5,
337.4,
336.2,
335.5,
335.1,
335.1,
343,
340.4,
340,
339.6,
339.2,
340,
338.1,
338.5,
338.1,
337.4,
336.2,
336.6,
335.5,
347.5,
347.1,
346.7,
345.2,
345.2,
345.6,
346.7,
346.4,
346.7,
345.6,
344.5,
347.5,
351.6,
352.4,
352,
352,
352,
349,
348.6,
347.5,
347.5,
347.5,
346.4,
349.8,
352,
352.4,
353.5,
353.9,
360.6,
357.6,
357.6,
357.6,
359.5,
359.1,
359.9,
365.2,
368.2,
369.7,
369.7,
368.9,
373,
375.3,
376.1,
375.7,
377.2,
377.9,
378.7,
380.2,
377.6,
378.7,
378.3,
379.1,
385.1,
388.8,
388.1,
386.9,
386.2,
385.1,
384.3,
383.2,
379.1,
378.7,
377.2,
377.2,
381.3,
383.9,
382.8,
382.1,
380.6,
380.6,
378.3,
380.2,
374.9,
374.9,
374.9,
373,
380.2,
383.6,
383.6,
381.3,
380.9,
380.2,
380.9,
377.9,
374.5,
374.2,
374.2,
373.8,
376.4,
382.1,
382.1,
381.3,
378.7,
376.8,
376.8,
377.6,
376.8,
376.1,
375.7,
374.5,
374.5,
374.2,
373.8,
372.7,
372.3,
371.9,
372.3,
372.7,
371.9,
371.9,
371.5,
370.4,
370.4,
368.2,
367.8,
366.7,
367,
366.3,
365.5,
366.3,
363.7,
363.7,
363.7,
361.8,
361,
361,
359.9,
358.8,
358.8,
358.8,
358.4,
358.8,
358.4,
357.3,
357.6,
356.1,
356.5,
355.4,
355.4,
354.3,
352.8,
350.5,
350.5,
348.6,
348.3,
348.6,
347.9,
346.7,
347.9,
349,
349,
348.6,
353.1,
351,
349.3,
347.6,
346.2,
343.8,
342.1,
341,
341.4,
340,
339.7,
339,
338.3,
337.3,
336.9,
337.3,
336.9,
336.9,
337.3,
336.6,
337.3,
338.3,
337.9,
336.6,
336.2,
335.2,
335.2,
335.5,
336.6,
336.2,
336.2,
336.9,
337.6,
338.6,
338.6,
337.3,
337.6,
336.9,
336.2,
335.5,
333.5,
332.4,
332.1,
332.1,
331.7,
330.4,
329,
326.6,
324.9,
322.4,
321.1,
320,
319.7,
319,
318,
318,
318,
316.9,
316.6,
315.6,
315.2,
313,
311.8,
311.2,
310.2,
309.3,
308.7,
307.8,
307.5,
305.9,
304.4,
302.8,
301.9,
299.4,
298.5,
298.5,
298.8,
297.9,
296.7,
294.8,
293.6,
291.7,
290.8,
288.9,
287.4,
286.5,
286.8,
293.6,
293.3,
292,
291.4,
288.3,
287.7,
285.8,
284.6,
282.7,
280.9,
279.3,
278.7,
278.1,
278.7,
278.1,
276.6,
276.3,
275.9,
275,
274.1,
274.1,
273.5,
271.9,
271.3,
271.6,
273.8,
273.5,
272.2,
270.7,
269.1,
267,
267,
264.2,
262.6,
260,
257.3,
257.3,
255.2,
253.5,
251.5,
249.9,
247.9,
246.4,
245.1,
242.6,
241.6,
239.1,
237.3,
237.6,
237.1,
235,
233,
230.8,
228.7,
227.5,
226,
224.9,
223.4,
220.7,
218.9,
219.9,
218.4,
216.4,
214.8,
212.8,
211.1,
210.8,
209.5,
207,
204.2,
203,
202,
203,
202,
200.7,
199.7,
197.9,
196.9,
193.9,
192.4,
190.4,
188.3,
186.1,
184.8,
184.6,
183.3,
182.3,
181.3,
180,
179.5,
180,
179.8,
178.5,
179.9,
177.8,
177,
177.8,
177.5,
174.7,
172.8,
172.4,
172.4,
172.6,
171,
170.3,
170.2,
168.1,
167.4,
168.1,
167.5,
165.8,
165.1,
163.9,
163.7,
163.9,
162.8,
161.6,
160.6,
159,
157.2,
158.5,
157.4,
155.5,
153.7,
152,
152.7,
153.6,
152.9,
152.7,
152.7,
152,
152.2,
152.7,
152.2,
151.1,
150.1,
147.6,
148,
148.5,
148.7,
147.8,
149.4,
147.8,
146.2,
145.7,
144.7,
143.6,
141.2,
138.9,
138.7,
138.7,
136.4,
133.8,
135.8,
135.6,
134,
134.8,
132.1,
128.7,
124.8,
121.9,
122.4,
121.1,
120.2,
121.1,
119.2,
118.7,
117.6,
117.4,
115.5,
112.9,
109.8,
106,
102.7,
102.1,
100.5,
98.6,
109.5,
106.8,
106.2,
105.8,
102.8,
101.2,
99.4,
96.4,
95.8,
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93.7,
92.1,
91.4,
94.1,
95.2,
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93.7,
91.6,
91.6,
93.1,
92.9,
92.7,
97.3,
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106.1,
104.2,
102,
100.1,
97.7,
96.8,
97,
94.9,
95.3,
99.5,
98.8,
100,
102.2,
101.5,
101,
99.7,
99,
99.5,
99.5,
99.3,
100.9,
99.2,
97.8,
96.9,
98.9,
98.9,
97.3,
95.2,
93.8,
92.7,
95.3,
95.6,
97.1,
97.9,
98.3,
95.4,
96.7,
96.7,
96.4,
95.2,
94.8,
93.9,
96.1,
95.9,
96.3,
95.9,
94.7,
92.3,
93.1,
93.3,
93.6,
93.2,
92.4,
92,
94.2,
95.3,
96.7,
96.2,
98,
97.3,
98.9,
100.6,
98.4,
96.7,
97.4,
97.5,
100.2,
100.4,
100,
99.4,
98.5,
97.5,
98.3,
99,
100.5,
100.4,
99.2,
99.1,
101.6,
103.3,
103.3,
101.8,
101.1,
101.7,
101,
101.1,
102.4,
104.9,
104.5,
102,
101.7,
103,
100.4,
98.7,
97.7,
101.3,
106.1,
108.7,
110,
110,
111.1,
113.5,
113.6,
114,
111.2,
109.6,
108.6,
110.8,
116.5
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124.4,
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125,
125,
125,
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124,
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125,
124.8,
124.7,
124.4,
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125,
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124.8,
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125.1,
125.1,
125.1,
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125.7,
125.9,
126.6,
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127.6,
128.3,
128.3,
129.8,
131,
131.4,
131.7,
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133.2,
134,
134.2,
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139.2,
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140.2,
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140,
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149,
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149,
148.7,
149.2,
149,
148.7,
148.7,
149.2,
149.6,
150.5,
150.7,
150.9,
152.4,
152.6,
153.8,
154.2,
154.6,
154.3,
154.8,
155.1,
155.1,
154.8,
155.4,
155.2,
155.2,
155.8,
154.8,
154.6,
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153.9,
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154.5,
154.6,
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150.4,
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150.4,
150,
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147.5,
147.5,
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147.1,
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146.2,
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145.1,
145.1,
144.4,
143.9,
143.9,
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144.1,
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143.8,
144.1,
143.5,
143.6,
143.2,
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142.8,
142.8,
142.6,
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142,
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140.6,
139.7,
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139.6,
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139,
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138.4,
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135.7,
135.5,
135.7,
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133.4,
132.6,
132.6,
132.4,
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131.1,
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102.6,
102.6,
101.8,
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105,
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106,
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107,
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97.8,
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96.2,
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"201806",
"201807",
"201808",
"201809",
"201810",
"201811",
"201812",
"201901",
"201902",
"201903",
"201904",
"201905",
"201906",
"201907",
"201908",
"201909",
"201910",
"201911",
"201912",
"202001",
"202002",
"202003",
"202004",
"202005",
"202006",
"202007",
"202008",
"202009",
"202010",
"202011",
"202012",
"202101",
"202102",
"202103",
"202104",
"202105",
"202106",
"202107",
"202108",
"202109",
"202110",
"202111",
"202112",
"202201",
"202202",
"202203",
"202204",
"202205",
"202206",
"202207",
"202208",
"202209",
"202210",
"202211",
"202212",
"202301",
"202302",
"202303",
"202304"
],
"xaxis": "x",
"y": [
57.7,
57.4,
57.4,
57.6,
57.4,
57.8,
58.2,
58.8,
59.6,
60.1,
60,
60.1,
60.3,
60.3,
60.5,
61.1,
61.5,
61.7,
61.7,
61.7,
62.4,
62.7,
63.1,
63.2,
63.5,
63.2,
63,
62.7,
62.5,
62,
62.4,
62.5,
63.5,
64,
64,
64.2,
64.4,
65.5,
67.9,
70.7,
71.8,
72.5,
72.8,
74,
77.3,
78.9,
80.4,
82.9,
86.5,
89.7,
90.5,
91.2,
91.9,
92.1,
92.2,
92.3,
92.4,
93,
93.2,
93.4,
94.1,
93.4,
92.8,
92.3,
92.3,
92.1,
91.8,
91.9,
92.3,
92.7,
92.8,
92.8,
92.6,
92.1,
91.8,
92.3,
92.9,
92.7,
92.9,
93.8,
97.3,
98.2,
98.8,
99.9,
100,
99.3,
99.3,
101.1,
101.1,
101.4,
101.4,
101.2,
102.2,
102.9,
103.3,
103.8,
103.3,
103.2,
103,
102.8,
102.7,
102.4,
102.4,
102.7,
103.9,
104.4,
104.4,
104.1,
104.4,
103.9,
104.1,
104.5,
104.9,
105.2,
105.9,
105.7,
105.7,
106.4,
106.7,
107.2,
107.5,
108.2,
108.7,
109.9,
110.8,
111.1,
111.4,
112,
112.8,
114.2,
114.5,
114.6,
114.8,
114.8,
114.9,
115.5,
115.6,
115.6,
115.5,
115.5,
116.2,
116.8,
116.8,
117,
117.3,
116.6,
115.8,
116.2,
116.3,
116.9,
117,
117.9,
118.1,
119.3,
119.6,
119.7,
119.5,
118.6,
118.1,
118.5,
118.4,
119.5,
119.2,
118.6,
120.1,
120.7,
120.4,
120.3,
119.9,
119.2,
118.9,
119.7,
119.9,
120.1,
120.3,
120.2,
120.9,
121,
121.3,
120.5,
121,
120.2,
119.9,
119.7,
119.9,
120.1,
119.8,
119.9,
121.4,
121.6,
122,
122.4,
121.8,
121,
121.1,
121.1,
121.1,
121.8,
121.8,
121.5,
122.7,
123.2,
123,
122.7,
122.1,
121,
120.5,
120.3,
119.8,
119.5,
119.2,
118.5,
119.7,
120.7,
120.7,
120.7,
119.7,
119.2,
119.1,
118.6,
118.7,
118.9,
118.7,
118.5,
119.7,
120.2,
120.2,
119.9,
118.9,
119,
118.6,
121.4,
121.5,
121.1,
121.1,
121,
122.1,
122.6,
122.8,
122.2,
121.3,
120.5,
120.1,
120.3,
120.5,
121,
120.9,
120.2,
121.5,
121.8,
121.6,
121.2,
120.8,
120.7,
120.8,
120.7,
120.8,
121,
120.5,
120.3,
121.9,
122,
122.4,
122.4,
121.5,
121.4,
120.8,
121,
120.9,
121,
120.8,
120.7,
122.2,
122.6,
122.6,
122.4,
122,
121.9,
121.4,
121.2,
121.3,
120.5,
119.8,
119.2,
120.1,
120.5,
120.2,
119.2,
118.6,
117.4,
117,
117.2,
116.6,
116.3,
115.7,
115.3,
116.2,
116.8,
116.6,
116,
115.8,
114.8,
113.5,
113,
113.4,
113.1,
112.5,
111.8,
112.5,
113.4,
113.6,
112.4,
111.8,
112.2,
111.5,
110.9,
110.6,
110.5,
110,
109.9,
111.3,
111.6,
111.4,
110.8,
109.8,
109.4,
109,
110.8,
111.6,
111.3,
110.9,
111.3,
112.2,
111.5,
110.9,
110.6,
109.7,
108.8,
108.5,
108,
108.9,
109.1,
109.1,
109,
110.2,
110.2,
110.6,
110,
109.1,
108.8,
108,
107.7,
109,
108.6,
108.6,
108.5,
109.6,
109.8,
110,
109.1,
108,
107.9,
107.9,
107,
107.3,
107.8,
107.4,
106.9,
106.5,
106.4,
106.5,
106.3,
105.8,
104.6,
103.7,
103,
104,
104,
103.1,
102.1,
102.2,
102.5,
101.8,
101.8,
101.2,
100.4,
99.6,
98.7,
99.7,
99.7,
99.9,
99.6,
100.2,
100.3,
99.5,
99.5,
98.5,
97.6,
97.3,
97.2,
97.7,
97.5,
97.2,
97.1,
97.8,
97.7,
97.8,
97.8,
96.3,
96,
95.4,
94.4,
95.8,
96,
95.8,
95.3,
96.1,
96.6,
96.3,
95.6,
94.6,
94.1,
93.4,
94.6,
94.2,
93.9,
93.2,
93.1,
93.6,
94.6,
94.7,
93.9,
93.6,
92.9,
92.6,
93.7,
93.1,
93.4,
93.1,
92.4,
93.4,
94.5,
94.5,
94.4,
93.8,
92.9,
92.2,
93.6,
93.3,
93.1,
93,
92,
92.4,
93.8,
94,
93.3,
92.5,
92,
91.7,
92.5,
92.9,
92.7,
92.6,
92.2,
91.8,
93.2,
93.2,
93.1,
91.9,
91,
90.1,
90.8,
90.1,
89.8,
89.3,
88.4,
88.9,
90.2,
90.3,
90.4,
88.4,
87.5,
86.4,
87.8,
87.6,
88.1,
87.4,
87.4,
87.4,
88.4,
88.7,
88.4,
87.7,
86.4,
86,
87.1,
87.1,
87,
87.6,
87.9,
88.2,
89.2,
89,
88.9,
88.8,
88.7,
88.4,
89.6,
89.3,
89.1,
89.5,
88.9,
89,
89.7,
90,
89.7,
89.5,
88.3,
88.2,
89.3,
89,
89,
88.8,
88.5,
89,
90.1,
90.4,
89.9,
89.1,
88,
87.6,
91.6,
91.7,
91.9,
91.7,
91.9,
92.6,
93.6,
94.2,
94,
93.6,
93.3,
92.1,
93.6,
Raw
roudoujikan_chousei.csv
View raw

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