Reprenons le contexte du devoir 5. Le fichier Maisons Québec.csv contient les informations d’un échantillon de propriétés à vendre sur le site web de DuProprio en 2023¹.

On tentera d’estimer le prix affiché à l’aide du montant annuel des taxes scolaires, du montant payé en assurances et de la taille du terrain (séparée en deux catégories : inférieure à 1 000 000 pieds carrés et supérieure à 1 000 000 pieds carrés). Toutes les données serviront à la création du modèle (pas de plage d’apprentissage).

QUESTION 1 (8 points [2-2-2-2]) Commençons d’abord par créer un modèle de régression linéaire unique sur l’ensemble des observations.

  1. Créez la variable catégorielle de la taille du terrain séparée en deux catégories : inférieure à 1 000 000 pieds carrés et supérieure à 1 000 000 pieds carrés. Présentez ensuite une table de fréquences de cette nouvelle variable.
#Chargement des librairies et fonctions necessaires
rm(list=ls())
setwd("~/USHERBROOKE/ESCUELA/ÉTÉ/MQG813 - Statistiques décisionnelles avancées/D6")
#Verifie si une librairie est installee, l'installe au besoin et la charge
list.of.packages <- c("modelr", "rio", "tidyverse", "DescTools", "pastecs", 
                      "psych", "pander", "gmodels", "vcd", "fastDummies", 
                      "questionr", "PerformanceAnalytics", "Hmisc", "FSA", 
                      "car", "robustHD", "hexView", "ggplot2", "dplyr", 
                      "forecast", "latticeExtra", "numbers", "zoo", "lubridate",
                      "stringr", "fastDummies", "descr","tinytex","readr","leaflet")

new.packages <- list.of.packages[!(list.of.packages %in% installed.packages()[,"Package"])]
   #install.packages("quantmod") %>%
    #library("quantmod")
if(length(new.packages)) {install.packages(new.packages)}
lapply(list.of.packages, require, character.only = TRUE)
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install_formats()
 
source("~/USHERBROOKE/ESCUELA/ÉTÉ/MQG813 - Statistiques décisionnelles avancées/D6/MQG813_librairie_spatial.R")
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#Importer le jeu de donnees
maison <- import("Maisons_Québec.csv")

#Creer une variable ID
maison$ID <- rownames(maison)
maison <- maison %>%
  mutate(taille_cat = if_else(taille_terrain < 1e6,
                              "≤ 1 000 000",
                              "> 1 000 000"))

# Table de fréquences
DescriptionCat <- maison %>%
  group_by(taille_cat) %>%
  summarise(frequence = n()) %>%
  mutate(
    pourcentage = round(100 * frequence / sum(frequence), 1),
    pourcentage_cumule = round(cumsum(pourcentage), 1)
  )
DescriptionCat
## # A tibble: 2 × 4
##   taille_cat  frequence pourcentage pourcentage_cumule
##   <chr>           <int>       <dbl>              <dbl>
## 1 > 1 000 000        24         1.7                1.7
## 2 ≤ 1 000 000      1376        98.3              100
  1. Présentez un résumé de ce modèle unique à l’aide de la fonction summary().

commentaire:Le modèle est statistiquement significatif avec un R² de 0,518, ce qui indique que près de 52 % de la variance du prix affiché est expliquée par les variables incluses. L’erreur standard des résidus est d’environ 271 174 dollars.

# Modèle de régression linéaire
modele_lm <- lm(prix ~ taxes_scolaires + assurances + taille_cat, data = maison)

# Résumé du modèle

pander(summary(modele_lm))
  Estimate Std. Error t value Pr(>|t|)
(Intercept) 709210 59331 11.95 2.009e-31
taxes_scolaires 1021 35.14 29.05 1.716e-145
assurances 104.9 8.207 12.79 1.739e-35
taille_cat≤ 1 000 000 -622107 56542 -11 4.635e-27
Fitting linear model: prix ~ taxes_scolaires + assurances + taille_cat (c) À l’aide de l’I de Moran, peut-on affirmer que les résidus du modèle sont spatialement indépendants au seuil α = 0,05 ? No,Cela indique une autocorrélation spatiale positive significative, ce qui signifie que les résidus similaires ont tendance à se regrouper géographiquement. On rejette donc l’hypothèse nulle d’absence d’autocorrélation spatiale, ce qui suggère que l’espace joue un rôle dans la distribution des erreurs du modèle.
Observations Residual Std. Error \(R^2\) Adjusted \(R^2\)
1400 271174 0.5176 0.5165
source("MQG813_librairie_temporel.R")
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maison<- ajouter_previsions(maison, modele_lm,
                                intervalles=0.95,residu=TRUE,
                                
                                noms_personnalises="lm")


add_predictions(maison, modele_lm, var = "PREV_lm")
##      longitude latitude nb_etages nb_chambres nb_salles_de_bain aire_habitable
## 1    -73.74037 45.30559         1           3                 1      1114.0000
## 2    -67.68911 48.56195         1           3                 1      1435.0000
## 3    -75.38511 45.63791         2           4                 2      2750.0000
## 4    -72.01225 45.36798         1           3                 2      1275.0000
## 5    -71.11558 48.41315         1           5                 2      1184.0300
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## 1071 -64.40934 48.76919         2           3                 2      1680.0000
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## 1080 -64.25762 48.90619         1           3                 2      1200.0000
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## 1087 -73.13063 46.02357         2           3                 2    109616.1375
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## 1108 -72.57373 45.84841         2           4                 2      1800.0000
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## 1152 -71.31887 46.80283         2           2                 1      1350.0000
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## 1166 -72.55258 45.24127         2           4                 4      3456.0000
## 1167 -67.69821 48.78737         2           7                 5      2940.0000
## 1168 -73.32564 45.53230         2           4                 2      1796.0000
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## 1174 -71.90584 46.04375         2           4                 1      1792.0000
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## 1309 -71.62990 46.86240         2           3                 2      2000.0000
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## 1344 -71.99552 45.36854         1           3                 2       988.0000
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## 1388 -71.38760 46.84843         2           4                 2      1723.0000
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## 1396 -71.37123 46.75374         2           3                 1      1680.0000
## 1397 -72.48475 45.86161         1           4                 1      1094.0000
## 1398 -71.86917 45.40123         1           3                 1       936.0000
## 1399 -73.27382 45.89311         2           4                 2      2400.0000
## 1400 -67.43708 48.45462         1           2                 2      1176.0000
##      taille_terrain taxes_municipales taxes_scolaires electricite assurances
## 1          5130.000           2525.72          239.82     2500.00    1300.00
## 2            45.780           2294.09          464.80      219.00     560.00
## 3         70800.000           3950.00          500.00     1900.00    1000.00
## 4         39000.000           2396.86          211.00     1836.00    1200.00
## 5          7873.000           4480.00          345.00     3580.00     800.00
## 6         18000.000            164.00          112.00      768.00     600.00
## 7          7500.000           3473.00          183.74     1538.00     506.00
## 8          8325.880           3427.18          285.74     2760.00    1109.00
## 9         56723.660           3250.00          576.69     2712.20    1714.00
## 10       151555.755           1983.00          134.00      515.00     484.00
## 11         4276.000           3259.00          393.00     2300.00    1000.00
## 12         6244.000           2334.53          237.26     2012.10    1344.23
## 13        31609.300           1432.00          543.00     2000.00     700.00
## 14        15321.000           2703.00          271.00     1625.00    1088.00
## 15        25236.000           5807.00          951.00     1500.00    1604.00
## 16         3919.140           2870.00          269.00     1344.00     750.00
## 17         9669.000           4806.47          482.67     2940.00     840.00
## 18        21240.420           5391.71          937.00     5200.00    1196.00
## 19       500000.000           1621.81          254.85     2008.00    1400.00
## 20         1474.660           2796.00          299.00     1150.00     792.00
## 21         1700.000            850.92            6.48     1320.00    1250.00
## 22         8125.000           2319.78          175.65      900.00    1008.25
## 23        15057.630           4343.00          367.00     2212.00    1144.00
## 24        15409.000           2245.48           93.81     1200.00     600.00
## 25         3873.000           7494.00          969.00     4200.00    1250.00
## 26          129.100           1370.00           83.00     1200.00     387.00
## 27        18825.270           2087.74          156.02     1200.00    1500.00
## 28         5007.000           4180.88          387.89     3183.83    1394.11
## 29        18803.750           1845.37          119.00     1560.00    1808.19
## 30         1970.000           1354.45          180.10      816.48     659.88
## 31         8000.000           1439.55          260.00      150.00    1200.00
## 32        16145.870           5925.70          581.46     3428.86    2681.40
## 33         8138.002           5824.00          595.00     1890.00     925.00
## 34        31791.000           3237.66          381.75     3300.00    1490.00
## 35        11600.000           2336.52          505.21     1040.00     645.00
## 36         1539.020           2154.49          161.79      802.14     416.00
## 37        40004.070           3590.28          183.40     1700.00    1910.77
## 38        16951.000           2046.64          356.46      450.00     340.00
## 39        10200.000           1289.00          119.00     2880.00    1404.00
## 40         2950.000           4361.00          323.00      992.00     804.00
## 41        26919.460           1911.26          157.18     3050.00     886.00
## 42         7181.680           2323.00          245.50     1532.00     660.00
## 43         6750.050           2531.74          222.57     1372.04    1140.00
## 44        35484.310           1199.30           54.87     2043.48    1014.00
## 45         3998.790           2447.00          215.00      138.00     790.00
## 46        32694.300           1702.00          184.00     2027.00    1066.00
## 47        35000.000           2600.00          250.00     1200.00    1150.00
## 48      4334220.010           8607.00          792.00     7050.00   12200.00
## 49         2304.000           2666.00          300.00     1200.00    1000.00
## 50         7000.000           3300.00          300.00     1400.00    1200.00
## 51          462.850           1832.00          220.00      620.00     300.00
## 52        10000.000           2326.05          315.00     2600.00    1005.96
## 53         6500.330           2924.60          258.39     2500.00     600.00
## 54        12403.250           3056.00          290.00      195.00     900.00
## 55         7772.000           2000.00          500.00     1800.00    1800.00
## 56      9472241.200           2108.00          170.00     1400.00    1769.00
## 57         2369.140           2473.00          313.96     1871.16     827.71
## 58         5813.590           3790.81          439.84     3360.00    1086.00
## 59        17408.000           3292.00          236.00      732.98     893.00
## 60        48596.000           3421.79          345.98     2000.00     750.00
## 61       133472.490           2240.00          690.00     2200.00    1100.00
## 62         8886.000           3889.00          500.00     3000.00     800.00
## 63          299.000           1439.00          211.00     1026.00     495.00
## 64        11010.400           2489.00          360.00     3180.00    1123.00
## 65        24288.000           1618.00          101.06     2640.00    1490.16
## 66        24665.000           2460.00          671.00     2016.00     887.00
## 67        31346.010           3480.48          406.53     1010.64    1761.44
## 68        46413.980           2313.79          139.02      739.70    1359.23
## 69         6000.000           2256.53          300.20     2169.00     950.00
## 70        22324.000           2760.00          102.00     2208.00    1860.00
## 71        77474.000           1772.47          186.53     1440.00    1227.48
## 72         3573.620           2580.55          186.27     1600.00     868.73
## 73        28489.920           1527.00          170.00     1937.00    1224.00
## 74         4132.000           4257.38          528.49     2748.59    1853.00
## 75        44083.000           3415.40          197.53     2180.00    2249.76
## 76         2591.000           2181.00          240.00      600.00     240.00
## 77         7500.000           2902.00          120.00     1200.00    1600.00
## 78        33000.000           2100.00          485.00     1985.00     950.00
## 79         6455.120           4127.00          424.00     3278.28    1500.00
## 80         6873.750           3357.00          231.00     2500.00    1000.00
## 81         9000.000           2069.26          140.00     2179.52     850.00
## 82         5400.000           2039.00          298.00     2180.00     911.00
## 83         3589.760           2388.72          201.68     1472.65     460.00
## 84         7650.000           3277.00          270.00     1200.00    1548.00
## 85         4364.392           3000.00          137.00     1775.00     800.00
## 86        10719.000           2614.01          190.64     1200.00    1300.00
## 87         4601.610           2729.30          559.78     2520.00     800.00
## 88         8827.000           2800.00          237.00     2500.00    1600.00
## 89         5088.560           3487.00          321.00     2163.00    1049.00
## 90         5220.500           3229.07          346.35     1100.00     855.00
## 91         2178.990           1334.65           63.32     1620.00     660.00
## 92        10045.000           5580.65          261.63     3640.00    1817.03
## 93         5300.000           3305.00          735.00     2976.00     600.00
## 94         4569.280           2403.00          207.06     1698.42     951.00
## 95         5700.000           2499.46          231.83     2600.00    1500.00
## 96         8200.000           2443.77          181.96     2760.00     907.97
## 97         9350.000           4300.00          300.00     3970.00    1800.00
## 98        66865.000           2837.00          235.00     1507.00     486.00
## 99         9765.000           2470.44          208.28     3217.20    1161.94
## 100      131427.350           3539.71          326.31     2000.00    1200.00
## 101        7561.000           3965.18          313.88     2282.09    1200.00
## 102        7914.000           4119.00          405.00     4848.00    2891.00
## 103        2384.000           3219.37          351.61     1380.00     462.36
## 104        4087.000           2021.68          473.90     1800.00    1000.00
## 105        8238.317           3174.08          494.00     2029.02     830.58
## 106        3552.000           3268.96          301.84     1500.00     600.00
## 107        7215.000           2985.00          440.00     2150.00     900.00
## 108        5920.150           3932.00          310.00     2400.00    1180.00
## 109         775.540           1686.29          152.94      599.25    2150.00
## 110        5727.480            987.00           59.00     1380.00    1730.00
## 111        6477.000           3441.22          340.40     1750.00    1810.76
## 112       31791.000           2914.24          383.63     2810.00    1490.00
## 113       16145.637           2300.00          120.00     1600.00    1350.00
## 114        8377.000           2779.53          212.20     1992.00    1783.24
## 115        7414.180           2008.00          314.27     2943.12    1142.32
## 116       38148.000           1342.67          115.92     1670.00     902.00
## 117        6004.000           3249.00          224.00     2160.00    1200.00
## 118       21618.240           2316.31          250.26     3163.32    1631.50
## 119        2790.000           4087.71          460.81      671.77     596.23
## 120        2500.000           1882.00          224.15     1200.00    1000.00
## 121        3762.000           2555.00          175.00     1335.00     396.00
## 122        7648.000           7460.61          737.28     3089.28    1468.23
## 123        6694.000           2606.66          236.20     1706.42     765.18
## 124       10232.000           2322.00          234.00      738.00     900.00
## 125        5412.666           2726.07          199.07     1630.00    1440.00
## 126        2686.670           1906.00          214.00      830.00     456.00
## 127       29400.540           4261.00          790.00      436.00    2300.00
## 128        5500.000           3300.00          317.00     2184.00    2053.00
## 129       12949.030          11561.00          766.00     6400.00    3070.00
## 130        5000.000           4465.99          540.09     3834.24    2133.13
## 131        4430.000           2500.00          175.00     1320.00     580.00
## 132        1824.480           3130.20          236.54      408.00     618.00
## 133       18808.000           2996.00          676.00     1956.00     950.00
## 134        8829.640           3162.12          200.00     1861.80     904.00
## 135       29878.460           4261.92          614.95     3088.82    1250.23
## 136        5000.000           2566.42          213.81     1900.00     900.00
## 137       55776.000           4179.32          639.80     4380.00    2141.00
## 138       60000.000           4700.00          350.00     4000.00    1200.00
## 139        9600.000           2924.08          179.08     2640.00    1099.81
## 140       46422.000           2393.79          268.66     2880.00     830.00
## 141        3525.000           2329.00          204.00      250.00     120.00
## 142        7611.000           3307.00          192.00      858.00    1536.00
## 143       11300.000           4904.00          609.77     4795.00    1400.00
## 144       60116.000           3206.85          350.14     1000.00    1500.00
## 145       55475.040           1869.00          400.00     1600.00     531.00
## 146        3552.090           3283.00          377.00     1382.00    1067.00
## 147        4084.525            279.62           16.67      158.33     108.33
## 148       28425.330           1243.12           70.58      864.00     668.47
## 149       13723.000           3850.00          270.00     2800.00    1496.00
## 150        6904.000           2621.58          407.94     3000.00    1044.00
## 151       33777.150           2351.33          168.95     1086.39     888.00
## 152       23000.000           3000.00          350.00     4500.00    3000.00
## 153       16132.000           1343.71          128.38     2040.00    1944.00
## 154        5360.430           1467.28           37.61      680.00    1075.83
## 155        4400.000           2526.00          265.00     2000.00     527.00
## 156      121997.931           2829.00          101.00     2500.00    2195.00
## 157       13126.000           4153.40          422.57     3500.00    1811.58
## 158       30000.000           2790.00          235.00     1200.00     800.00
## 159        5500.000           2699.04          241.12     2112.00    1022.52
## 160        7500.000           3350.00          307.56     3900.00    1800.00
## 161        9528.000           4009.13          375.84     2760.00    1350.00
## 162        4499.310           2072.00          172.00     1760.00    1185.00
## 163        4682.000           2564.00          232.00     2164.00    1646.00
## 164        5043.000           8517.00         1078.00     1896.00    1330.00
## 165        5318.000           2512.00          253.00     1200.00     936.31
## 166       10043.800           1925.92          274.71     3726.71    1564.00
## 167        8350.000           2565.00          238.00     1920.00    1080.00
## 168        3423.000           3637.37          323.00     2160.00    1320.00
## 169        1649.030           3400.00          650.00     1000.00    1700.00
## 170        5942.750           2027.13          117.86     1654.62     936.00
## 171       24000.000           1698.00          153.00     1907.00     948.00
## 172       12451.000           2500.00          500.00     2000.00    1000.00
## 173        5450.000           4400.00          500.00     2400.00    1290.00
## 174       29400.000           2544.00          192.00      900.00    1200.00
## 175        5000.000           2800.00          413.00     2400.00    1800.00
## 176       51238.000           1493.00          114.48     1200.00    1200.00
## 177        4731.810           2385.48          186.03     1415.00     460.00
## 178         790.000           2623.00          219.00     2100.00    1600.00
## 179        6250.000           2345.00          412.00     1995.00    1000.00
## 180       16145.870           3579.44          309.15     2890.20     770.63
## 181        5900.000           3600.00          900.00     1500.00     600.00
## 182        6305.000           6448.32          527.40     2183.97     850.00
## 183     8712000.030           5033.13          943.50     1600.00    4432.00
## 184        2780.000           7585.00          692.00     2100.00    1200.00
## 185        6719.910           3105.05          281.94     1968.00     648.00
## 186        6165.570           3277.12          350.84     2200.00      75.00
## 187      114182.842           1838.00          178.00      400.00     610.00
## 188       11650.000           4200.00          800.00     1080.00     805.44
## 189        4951.400           1054.66           30.04     1289.42     960.00
## 190       29782.660           5214.00          691.00     3500.00    2760.00
## 191        3229.170           2112.37          210.89     1057.16    2489.00
## 192        3581.000           2535.00          197.00     1332.00    1012.00
## 193       18094.000           2159.71          276.64     2900.00     812.83
## 194        5511.120           3239.66          195.52     2000.00     925.00
## 195       52500.000           3412.04          392.00     2500.00    2500.00
## 196       16832.000           2419.00          231.00      678.00    1000.00
## 197     4570005.470           4800.00          875.69     4078.00    3324.00
## 198       11625.020           3062.00          300.00     2200.00    2055.00
## 199       40330.220           2094.82          262.02     3320.00    1575.00
## 200       15283.100           3000.00          300.00     2153.00    2000.00
## 201        5392.720           3020.00          317.00     3000.00    1016.00
## 202        6499.000           3379.00          309.00     2076.00    1200.00
## 203        8000.000           3614.00          351.00     1248.00    1600.00
## 204       19345.000           3196.00          138.94     1800.00    2520.00
## 205        7657.500           4368.58          390.35     1950.00    1068.00
## 206       17872.950           1488.00          160.18      127.69     251.79
## 207        7470.000           2797.00          321.00     1400.00     870.00
## 208        5811.000           3328.29          326.08     2244.00    1811.58
## 209        1000.000           3370.44          212.00     2400.00     408.00
## 210        3886.000           2623.00          173.00     1493.00     853.00
## 211       12000.000           1894.74          209.30     3120.00     540.00
## 212       15629.200           7080.18          597.62     2437.44    2200.00
## 213       56541.750           1965.00          249.00     4280.00    3200.00
## 214        6500.000           2963.89          587.40     2500.00    1100.00
## 215       10234.330           2050.41          415.00     1200.00     312.00
## 216        9524.240           3931.00          417.00     4800.00     280.00
## 217       26038.735           2086.23          213.30      451.00     236.00
## 218        5088.000           2558.09          254.13     1319.00    1000.00
## 219       18270.000           2622.56          270.67     1500.00    1177.20
## 220       10440.990           5985.00          679.00     3988.00     692.00
## 221        9935.000           2344.85          190.16      960.00     188.00
## 222       73983.590           1722.66           90.64     1600.00    1175.02
## 223       30000.000           4896.00          338.00     4800.00     810.00
## 224       33833.000           3087.00          329.00     4892.00    3029.00
## 225        9270.000           3420.00          375.00      200.00    1500.00
## 226        5408.870           2000.00          200.00     1548.00    1480.00
## 227       33450.000           1954.00          153.00     1122.00     275.00
## 228       49000.000           3384.23          631.14     3500.00    1200.00
## 229         211.080           1684.53          193.64      706.20     500.00
## 230       32882.000           2471.73          239.92      750.00     700.00
## 231        3100.650           3301.24          323.58     2267.86     658.75
## 232        7740.000           2043.28          479.80     2060.52     635.00
## 233        4407.000           2300.00          184.00     1440.00    1000.00
## 234       56829.137           1950.00          292.00     3375.00    2000.00
## 235       12970.000           2826.00          241.28     3197.27    2604.01
## 236        6655.330           2668.47          279.04     2790.25    2198.53
## 237        5455.000           4083.00         1056.00     2500.00     600.00
## 238        6414.000           2972.75          321.77     1980.00     864.00
## 239        6182.500           1546.00          259.32     2110.00     840.00
## 240       10847.000           4565.11          467.80     3487.80    1774.52
## 241        3565.000           3390.00          326.00     2567.00     767.00
## 242      177931.740           4085.27          404.75     1780.00    1620.00
## 243        3471.626           3018.52          196.15     2200.00    1870.00
## 244       28793.576           1814.44          356.44     3072.00    1320.00
## 245        4600.000           3800.00          407.00     2500.00    1000.00
## 246       14160.000           2294.22          116.15     1560.00     743.38
## 247        6889.980           2967.56          259.28     1850.71    1499.84
## 248        5000.000           2391.00          400.00     1000.00     450.00
## 249       81892.800           2206.62          467.00      900.00      68.00
## 250        8400.000           1480.00          350.00     1620.00    1300.00
## 251       13421.520           4240.00          450.00     3800.00    2394.00
## 252       17200.730           3974.16          392.09      675.00    1947.00
## 253        5242.000           2041.10          156.22     1443.00     500.00
## 254      156539.550           5640.46          546.25     2190.00    2400.00
## 255       10721.000           3114.00          300.39     2009.52    2902.67
## 256        5088.000           3619.27          429.36     2000.00    1200.00
## 257       33702.000           2821.25          767.63     2101.64     825.13
## 258        3300.000           3602.00          239.00      500.00    1290.00
## 259       10500.000           1100.00          564.00     3081.00    1837.00
## 260        6198.940           3188.08          394.75     2000.00     787.98
## 261        6000.000           2700.00          287.00     2245.00     960.00
## 262       12000.000           2150.00          105.98     2900.00    1337.00
## 263        6716.680           1889.00          170.34     1050.00     708.51
## 264       16150.000           2645.00          280.00     3360.00     876.00
## 265       39277.510           1300.00          300.00     1440.00    1200.00
## 266         619.000           2103.65          252.01      740.00     648.00
## 267       13706.773           2016.00          367.00     2970.00     769.00
## 268        6375.000           3256.52          399.36     2535.28     486.00
## 269       44461.000           4800.00          390.00     3523.00    1400.00
## 270       28365.920           1988.95          258.97     1800.00     850.00
## 271       14218.000           1913.00          213.28     3293.00    1697.80
## 272        6275.000           2844.11          334.64     2476.00     830.00
## 273        5000.000           3186.00          395.00     2600.00    1517.00
## 274        7700.000           2650.19          281.50     1927.00     840.00
## 275        2300.000           2665.00          235.00     1100.00    1200.00
## 276       31741.000           5186.00          567.00     1835.00    1500.00
## 277        5530.000           3775.43          386.56     3135.00     933.04
## 278       10844.000           4826.97          574.18      100.00    1200.00
## 279        9500.000           2214.00          260.00     3600.00     120.00
## 280     4356000.010           3058.95         1141.29     1509.93    3423.00
## 281       26909.780           2252.90          162.53     2100.00    1200.00
## 282       54304.000           1225.00          235.00     1020.00     600.00
## 283       40410.000           2033.00          206.00     3800.00    1400.00
## 284       60000.000           1200.00          265.09     1500.00    1200.00
## 285        4900.000           2299.00          132.00     2120.00     900.00
## 286       54000.000           3588.00          371.00     4000.00    1250.00
## 287         679.100           2930.55          243.98     1005.00     570.44
## 288       66353.000           1667.02          242.82     1500.00    1300.00
## 289       12048.575           2052.58          173.41     1980.00     724.85
## 290        6460.500           1797.00          150.00     2500.00    2150.00
## 291        5500.360           2520.54          171.73     3320.00    1500.00
## 292      148975.200           1692.00          106.00     1200.00    1985.00
## 293       14956.000           5112.00          540.00     2300.00     720.00
## 294       47931.700           9374.12          868.32     8661.00    6549.00
## 295        5379.800           5761.85          492.22     3600.00    2154.00
## 296        4600.000           2936.73          296.11     2750.00    1000.00
## 297        6910.430           2798.22          200.00     2700.00    1600.00
## 298       15000.000           4232.81          742.50     4500.00    1324.00
## 299        6577.000           3281.00          167.00     1320.00    1962.96
## 300      130680.000           1300.00          458.39     3000.00    1800.00
## 301        8720.000           3933.95          302.69     1280.00     769.00
## 302       42517.000           2650.00          250.00     1800.00    2000.00
## 303       14000.000           4416.00          291.00     2060.00    3168.00
## 304       32291.730           1821.32          164.03     2219.16    1087.56
## 305      703368.000           2935.00          485.00     2400.00    2213.00
## 306        4998.000           2093.00          361.00     1800.00      50.00
## 307       16146.457           1881.00          327.00     2623.00     960.00
## 308         792.000           4965.00          433.00     1160.00     766.00
## 309        6649.940           2546.60          213.91     1299.84    1786.56
## 310       27568.000           2892.00          223.00     1827.00     814.00
## 311        3258.000           3272.00          350.00     1600.00    1200.00
## 312        5000.000           2881.13          166.50     2124.00    1826.88
## 313       11000.000           2342.23          174.60     2201.31     641.00
## 314       30860.130           5078.41          344.30     1316.49    1004.00
## 315       34748.040           1636.00          154.00     1992.00     322.00
## 316        7200.000           1785.75          149.00     2000.00     700.00
## 317       23885.120           4088.27          525.99     1286.46     594.05
## 318       49962.840           2927.90          418.82     1184.46     924.96
## 319        6797.000           3647.75          330.34      219.15     120.00
## 320        6017.000           3048.40          281.84     1896.00    1025.00
## 321       47900.000           3199.00          380.00     2742.00    1006.00
## 322       47490.000           3200.00          375.00     2250.00    1080.00
## 323        7220.190           1505.00           50.05     2000.00     624.57
## 324        7529.360           3283.27          380.08     3320.00     643.00
## 325        7228.000           4977.00          530.00     4000.00    1600.00
## 326        3215.000           3657.00          276.00     2142.00     802.00
## 327        4800.000           2226.00          185.00     1700.00     730.00
## 328        7130.951           5281.57          461.93     2900.00     972.28
## 329        6426.000           3600.00          450.00     4080.00    1300.00
## 330        5556.000           2547.46          187.14     1500.00     625.00
## 331        6000.000           2113.62          315.13     1300.00    1613.00
## 332       15969.604           2759.81          231.77     2071.68     677.00
## 333        3900.000           3014.31          420.00      100.00      80.00
## 334        6095.000           3725.65          566.92     2261.57    1648.00
## 335       23377.000           4716.52          298.70     1898.21    1349.00
## 336       40000.000           5982.22          402.47     2250.00    1423.54
## 337       31684.000           3961.00          510.00     5400.00    3400.00
## 338        9885.580           2428.66          209.19     2040.00    1354.87
## 339        5000.000           2917.00          272.00     2500.00     840.00
## 340       39000.000            825.00          160.00     1000.00     720.00
## 341        7500.290           2914.00          333.00     2500.00    2500.00
## 342        3800.000           3459.00          434.00      516.00    1183.00
## 343       16000.000           2924.42          246.00     1042.39     982.09
## 344       32291.000           1893.00          291.58     2444.00    1474.80
## 345        5261.000           2446.31          258.39     1946.17    1668.79
## 346        3303.550           2048.00          208.00      993.00     537.00
## 347       53635.490           2578.53          219.55     1400.00    1145.59
## 348      609840.000           4200.00          550.00     3400.00    2300.00
## 349       50000.520            900.32          281.00     2278.80    1560.00
## 350       89580.490           4183.00          163.00     1500.00    3765.00
## 351        5002.845           4014.00          196.00     1847.00    1200.00
## 352       18900.000           2272.51          137.69     1951.29     576.61
## 353        9400.000           2995.00          300.50      135.00     105.00
## 354        8734.960           9366.00         1061.00     2100.00     800.00
## 355        8934.000           5108.37          534.00     3576.00    2741.52
## 356       16000.000           3400.00          400.00     2400.00    1200.00
## 357       43560.000           3176.00          387.00     3387.00    1532.00
## 358        6420.000           1850.00          327.00     1200.00     700.00
## 359        3350.000           2860.00          315.00      600.00    1450.00
## 360        4500.000           2561.73          106.00     1886.65     115.73
## 361       10501.000           2725.50          207.14     2280.96    1105.26
## 362       11096.000           3699.00          792.00     3500.00    1400.00
## 363       93445.000           2170.00          260.00     3000.00    2400.00
## 364       58065.910           3360.00          445.00     3300.00    1320.00
## 365        7232.270           2636.25          207.56     1600.00     860.00
## 366       14412.000           7670.00          350.00     3576.00     800.00
## 367        3442.000           2101.07          367.11     1039.92     500.00
## 368        2999.625           3249.44          390.05     1988.16    1200.00
## 369       14000.000           2750.00          265.00     3546.00    3000.00
## 370        6805.000           2912.00          615.00     2400.00    1500.00
## 371       10075.000           4463.70          456.04     1200.00     700.00
## 372        7685.962           1973.63          114.40     1200.00    1226.00
## 373      435600.000           4686.40         1537.98     5500.00    2134.22
## 374       25000.000           3600.00          250.00     3000.00     800.00
## 375       16335.000           2229.36          141.00     1600.00     957.00
## 376        6300.000           2816.00          174.00     2571.00    1225.00
## 377       16226.600           1490.00          200.00     2305.00    1130.00
## 378        7460.000           2230.00          299.00      574.00     995.00
## 379        7500.000           2267.39           92.68     1982.36     898.18
## 380       13200.000           2557.49          425.00     6940.09    2834.00
## 381       12854.000           4928.15          599.45     3400.00    2139.00
## 382       16400.000           1950.03          223.00     1400.00    1000.00
## 383         800.000           2406.00          192.00      852.00     500.00
## 384        9460.000           2246.00          176.97     1900.00     945.00
## 385        7239.810           3239.00          283.00     3000.00     970.00
## 386        2263.000           3320.00          465.00     1300.00     765.00
## 387       12635.750           2783.91          145.41     1200.00    1711.04
## 388        2567.190           1738.76          125.95      840.00     228.00
## 389       19187.750           4851.18          732.00     3860.00    2127.68
## 390        8000.000           1020.82           41.64      411.24     297.00
## 391        6027.790           2546.00          400.00     2000.00     150.00
## 392       14168.000           3197.00          207.00     2040.00     853.00
## 393       16359.000           1967.80          185.62     2261.40     619.00
## 394         163.200           1451.82           17.67     1200.00     360.00
## 395       11679.000           4633.64          404.38     1881.21     866.52
## 396        7244.000           4449.46          500.00     4800.00    1000.00
## 397       11000.000           3245.23          214.12     2036.34     684.52
## 398        5151.000           3243.00          396.00     1260.00    1332.00
## 399       43000.000           2100.00          183.77     1616.52    1752.00
## 400        5700.000           2715.00          275.00     1800.00    1443.00
## 401        3445.000           2563.32          226.62     2364.00     840.00
## 402        7500.000           2857.00          245.00     1535.00    1400.00
## 403        7000.000           1361.00           67.00     1800.00    2000.00
## 404        9902.800           3200.00          425.00     2280.00    1200.00
## 405        3000.000           2334.65          268.00     1516.80     830.00
## 406        9840.000           3611.00          453.00     2450.00    1600.00
## 407     1900585.000           3475.00          415.00     2500.00    2600.00
## 408        4500.000           3750.00          417.00     2100.00     700.00
## 409       17500.000           1822.50          166.04     2000.00    1700.00
## 410        6000.000           2515.82          226.48     2200.00    1500.00
## 411        2139.000           2813.41          314.37     1356.00     600.00
## 412       27930.180           3500.00          250.00     3000.00     750.00
## 413       10620.000           5037.00          702.00     5000.00    2400.00
## 414       23444.000           7443.00          413.94     2050.00    1922.76
## 415        9800.000           1964.00          215.00     1820.00    1070.00
## 416        4927.700           2600.00          251.00     2400.00    1200.00
## 417       51847.000           2708.80          183.53     2675.80    1100.00
## 418       10840.010           1578.00          117.00      489.00     303.00
## 419       11500.000           1771.00          115.00     3270.00     872.00
## 420       19676.000           2958.05          358.68     2533.42    2956.70
## 421       58229.530           4483.58          453.80     3300.00    1200.00
## 422       10399.000           2521.57          211.92     2060.00    1093.00
## 423        3998.000           3993.14          309.93     2448.00    1302.00
## 424       14488.000           3840.46          281.45     3420.00    1666.00
## 425        2068.820           2745.95          385.20     1136.31     560.00
## 426        6724.000           4967.00          439.00     1963.00     600.00
## 427       11207.380           2675.00          157.00     2400.00    1400.00
## 428        1033.000           2598.22          464.36     1000.00     140.00
## 429       10641.265           2480.00          217.54     2500.00     695.00
## 430        8469.000           2340.00          581.00     1500.00     650.00
## 431       10820.000           7228.80          731.88     5103.36    3758.40
## 432        6001.000           2565.32          249.00     1200.00     800.00
## 433       23796.800           1993.85          212.04     2660.00    3100.00
## 434        1786.270           2194.34          139.06      300.00     375.00
## 435        3724.310           1000.00          300.00     1440.00     500.00
## 436       32293.880           4360.00          399.50     3000.00    1200.00
## 437        1936.970           2416.19          199.00     1310.00     453.00
## 438        5090.000           1888.00          418.00      720.00    1080.00
## 439        9500.000           2959.46          250.00     3900.00    1200.00
## 440        5000.000           3845.00          235.00     3400.00    1100.00
## 441        9336.229           6096.49          492.58     3800.00    1300.00
## 442       40000.000           3499.49          268.26     2500.00    2100.00
## 443        7189.970           2713.30          226.96     2190.00     677.98
## 444       30000.000           1768.00          455.00     1000.00     750.00
## 445       18792.000           3700.00          188.00     1700.00     800.00
## 446        3839.120           6790.62          868.36     1080.00    1023.51
## 447       13559.300           1561.30          108.25     2100.00    1992.00
## 448       11000.000           3000.00          230.00     1300.00     150.00
## 449      185031.620           2367.00          850.00     3500.00    3037.00
## 450       14574.000           1953.59          152.92      742.42     346.00
## 451       33100.000           2227.00          314.00     3200.00    2600.00
## 452        9192.000           4062.00          377.00     2770.00    1425.00
## 453       28000.000           4387.81          823.32     3163.63     975.00
## 454       73000.000           3017.00          334.00     4800.00    1170.00
## 455        6000.000           2000.00           84.00      750.00     269.00
## 456       20600.000           1764.00          201.00     1135.00     960.00
## 457      291852.000           2847.16          924.52     2518.43     886.08
## 458        4320.000           2284.08          125.04     1641.00    1000.00
## 459       24000.000           1500.00          300.00     1400.00    1200.00
## 460        7014.000           3221.00          246.00     1741.00    1817.00
## 461       15190.000           3363.00          304.00     2264.00     852.00
## 462        9093.000           2933.19          268.97      890.00    1029.00
## 463       21057.430           2235.06          146.53      642.96     620.21
## 464       53349.170           1374.45          140.42      720.00     588.00
## 465       43628.280           3377.00          369.00     4000.00    2265.00
## 466         430.560           1424.00          158.00      945.00     708.00
## 467        3332.510           2553.10          200.00      650.00    1163.03
## 468        5884.000           2711.36          398.92      709.74    1561.97
## 469       20843.000           3010.00          310.00     1200.00     886.00
## 470       15300.000           2385.00          198.00     1776.00     919.00
## 471       27465.190           3396.00          365.00     1200.00    1000.00
## 472        5013.830           1859.07          140.29     2200.00     431.00
## 473        6124.200           2255.00          170.63     2100.00    1000.00
## 474        3200.000           2475.00          336.00     1920.00     629.00
## 475        4500.000           1529.17          140.23     1363.17    1200.00
## 476        9920.000           7916.00          812.00      600.00    2510.00
## 477        7878.110           2699.60          631.61     3442.00    1173.00
## 478        7364.670           3862.00          199.00     1622.00    1656.00
## 479       13500.000           6982.00          575.00     2900.00    1300.00
## 480        9633.000           2364.00          190.00     1700.00     700.00
## 481       12889.780           2494.00          134.00     1503.00     382.00
## 482        5960.000           2054.00          121.00     3202.00     768.00
## 483        3257.000           2764.12          211.58     1800.00    1082.40
## 484       10733.770           4208.00          281.00     3000.00    1400.00
## 485       25000.000           3767.00          408.00     2500.00    1500.00
## 486        5166.680           4193.01          397.18     2994.00     924.00
## 487        3154.900           3077.22          341.40     2431.32     978.00
## 488        3129.000           1956.00          159.00     1932.00     900.00
## 489       16000.000           2589.97          218.62      734.48     506.85
## 490        8552.000           4112.00          377.00     2800.00    1554.00
## 491       15000.000           5154.00          730.00     2400.00    1000.00
## 492       43152.520            868.12           19.97     3000.00    1800.00
## 493       53819.550           2400.00          335.00     2700.00    1500.00
## 494        6000.000            472.83           26.32     1800.00    1380.00
## 495        9908.000           4260.00          414.50      320.00    1163.20
## 496        2256.120           2452.14          149.00     1800.00    1000.00
## 497        2441.340           2659.12          172.02     2700.00    1048.00
## 498         234.580           3171.82          411.00     1000.00     725.00
## 499      110073.900           3762.99          371.98     3870.00    1923.85
## 500        7534.740           2607.25          207.85     2348.37    1466.04
## 501        4063.380           1912.31          105.40     3500.00    1300.00
## 502        2454.170           3320.88          321.88     2350.00    1900.00
## 503       15980.000           5617.31          623.48     3731.00     967.00
## 504       85838.000           3735.00          350.00     1704.00    1800.00
## 505       12339.750           1975.12          202.36     1952.52     910.15
## 506      130685.550           4047.00         1100.00     5280.00    3000.00
## 507        2098.000           2299.00          265.00      722.00     455.00
## 508        5000.000           2014.00          260.00     1800.00     960.00
## 509        2125.980           2298.91          200.26     1700.00    1400.00
## 510         840.000           1200.00          360.00      240.00     360.00
## 511        8034.000           3965.00          328.00     3200.00    1200.00
## 512       44756.000           1076.00           74.58      583.00     572.00
## 513        1625.350           4149.87          506.98     1270.00     631.92
## 514       33357.000           4080.00          359.00     2700.00    1896.00
## 515        3975.110           2403.00          171.00     1800.00     600.00
## 516       48872.460           2660.00          260.00     2500.00     960.00
## 517        8640.190           3514.72          541.27     3276.28    1487.96
## 518       44543.000           2134.00          225.00     1900.00     500.00
## 519        7131.000           3100.00          853.00     2775.00     948.00
## 520        7086.720           2292.00          193.07     1200.00     851.29
## 521       13453.800          10270.80         1169.94     1844.36    6600.00
## 522        6200.000           2500.00          250.00      800.00    1200.00
## 523        4660.000           3185.00          131.00     2400.00    1028.00
## 524       19550.000           1800.00          450.00     1800.00     600.00
## 525       40000.000           3174.00          328.00     1600.00    1700.00
## 526       14212.670           2003.00          155.00     2052.00    1927.00
## 527        5025.450           2552.38          171.28     2600.00     989.00
## 528       66983.000           2579.19          223.46     2089.68    2512.92
## 529        6652.100           2200.00          320.00     2010.00     500.00
## 530        5413.000           2784.00          259.00     1200.00     109.00
## 531       35796.000           2034.32          299.72     1500.00    1740.00
## 532       20000.000           2500.00          120.00      800.00    1200.00
## 533       10282.760           2311.18          193.95     1200.00    1300.00
## 534       88131.000           1934.05          247.00     1850.00    1300.00
## 535      102573.610           1574.66          311.70     2124.00    1800.00
## 536       13121.210           1850.00          232.00     2184.00    1680.00
## 537        9377.220           2220.00          474.00     1572.00     723.00
## 538        6519.000           2812.89          253.95     2268.00    1200.00
## 539        6900.000           3626.94          219.00     1500.00     900.00
## 540        6115.000           3456.00          334.95     2042.00     739.00
## 541       45719.710           2170.00          121.89      723.00    1305.00
## 542        1558.720           2685.57          241.12      797.96     692.00
## 543       74142.430           2860.73          431.85     1570.00    1400.00
## 544       15000.000           1500.00          150.00     1800.00    2000.00
## 545       19505.000           3657.00          336.56     2952.00    1282.00
## 546        7550.000           2374.00          500.00      880.00     900.00
## 547        5228.000           3454.63          319.45     2381.00    1345.00
## 548       11000.000           2892.51          365.00     1380.00     125.00
## 549        6640.260           1242.59          111.89      903.80     876.36
## 550        6300.000           2602.00          212.00     2243.00    1018.00
## 551        1926.740           2700.00          294.00      900.00     840.00
## 552        6778.000           3430.00          250.00     1300.00    1335.00
## 553       21100.000           3561.83          436.16     3000.00    1390.00
## 554        2696.360           6312.00          788.00     2725.00    1443.00
## 555        8000.000           5117.76          509.08     2000.00    1700.00
## 556        6032.100           2495.52          159.00     3000.00    2112.00
## 557       54450.000            964.59          450.00     1500.00     500.00
## 558       28968.000           1308.00          155.00      720.00     596.00
## 559        6400.000           2696.00          555.00      747.00     899.00
## 560        8820.000           2748.81          321.43     2950.00     800.00
## 561        6393.760           2100.00          170.00     2200.00    2000.00
## 562       36800.000           1331.31          185.50     2000.00    1217.53
## 563      240000.000           3486.00          600.00     2309.00    1040.00
## 564        7181.000           4209.00          436.00     1739.00    1000.00
## 565     5820130.000           7680.85          885.52     5363.73    1366.86
## 566        6436.875           3673.40          464.29     6000.00    1245.00
## 567        5000.000           2172.00          420.66     2170.00     700.00
## 568       10000.000           3259.42          232.10     2928.00     971.19
## 569        4548.830           7778.97          682.36     2500.00     815.00
## 570        6727.770           2118.96          111.97     1099.25    1156.43
## 571       66838.570           2812.30          456.00     3252.00     936.00
## 572       10796.200           2940.00          500.00     2724.00     780.00
## 573     4278552.150           1483.88          100.21      876.99     521.00
## 574        5972.890           3558.54          318.31     1260.00    1011.69
## 575        2263.650           1393.00          114.00      600.00     480.00
## 576        3300.000           2831.29          235.18     1800.00     881.88
## 577        7390.500           5939.00          648.00     2231.00     585.00
## 578        6146.190           4010.00          400.00     3791.00    1000.00
## 579        8500.000           4135.26          460.00     2200.00    2700.00
## 580        6968.468           3653.42          369.86     1875.00    1240.00
## 581       50000.000           2500.00          500.00     2900.00    1600.00
## 582       37000.000           1424.46          100.00     2000.00     900.00
## 583       26000.000           2297.15          181.49     1100.00     830.00
## 584        8000.000           2585.00          156.36     2400.00    1116.00
## 585        5298.485           2700.00          250.00     1400.00     500.00
## 586        6183.870           2725.91          256.99     1736.00     949.39
## 587       44517.000           6333.00          508.00     6254.00    6930.00
## 588       11902.000           3246.99          319.00     3045.00    1200.00
## 589       66413.330           2099.00          170.00     3600.00    2200.00
## 590        2538.130           1911.86          157.47      920.00     911.33
## 591        6595.050           2476.01          220.67      918.00     715.00
## 592       11616.000           1832.25           84.41     1555.00    1380.00
## 593      653400.000           2447.00          238.00      968.00     708.00
## 594         100.000           2000.00          430.00     1200.00     350.00
## 595        5997.000           3119.98          316.83     3450.00    1278.00
## 596       42000.000           3631.00          346.00     2700.00    1700.00
## 597        4962.000           4509.65          613.78     2890.00     396.00
## 598        8145.000           2901.00          695.00     2004.00     700.00
## 599       10000.000           2340.00          183.00     1040.00     435.00
## 600        2290.560           3262.00          393.69      610.15     366.96
## 601       10000.000           5997.79          213.23     2421.15     600.00
## 602        5700.000           3200.00          649.82     3150.00     813.05
## 603        3947.000           3719.00          437.28      840.00     600.00
## 604        5776.000           2546.00          270.00     2100.00     930.00
## 605       81737.000           1708.82          163.76     1651.32    1338.39
## 606        7500.000           3522.00          366.00     1080.00    1500.00
## 607       63500.000           5600.00          700.00     5000.00    3000.00
## 608        5500.360           1684.54          214.00     2209.00    1344.00
## 609         400.000           7101.00          884.00     1426.00     900.00
## 610        6875.000           3164.03          394.14     3500.00    1200.00
## 611     1177657.910           1966.86          182.34     2156.82    2900.00
## 612      435600.000           4050.00          350.00     5500.00    4483.00
## 613        5218.309           3342.94          203.44     1596.00     780.00
## 614        6677.930           2751.58          265.63     1545.58     975.72
## 615       53819.550           1153.15          190.75     1900.00    1900.00
## 616        7127.000           7606.00         2052.00     5800.00    2000.00
## 617       10000.000           2126.00          154.00     1050.00    1300.00
## 618        3750.150           7019.00          890.00     1180.00    1192.00
## 619        5427.160           3264.44          271.93     1260.00     788.40
## 620        5253.000           3300.00          308.22     1440.00    1050.00
## 621         250.000           2056.00          162.00      700.00     220.00
## 622      130680.000           2780.00          327.00     1600.00    1700.00
## 623        6727.280           1585.55          191.28      240.00     558.08
## 624       26416.000           5431.81          266.03     3688.84    1846.00
## 625        9890.000           4353.44          533.58     3000.00    1530.00
## 626        5623.000           2093.29          237.81     2764.00    1204.00
## 627        5151.610           2448.00          231.70     1550.00    1590.00
## 628       10241.000           4217.00          572.00     3900.00    1000.00
## 629       11160.000           5357.27          334.47     2083.00    1296.01
## 630        1343.340           2461.30          197.50     1200.00     384.00
## 631        6000.000           2921.00          257.00     1860.00    1094.00
## 632       16221.210           2700.00          162.00     1400.00    1000.00
## 633        1249.690           1487.00          102.00     1020.00     642.12
## 634       18183.470            837.00           63.23     4000.00    1800.00
## 635        6300.000           2891.00          368.00     1788.00     720.00
## 636       17700.000           4460.00          566.00     3870.00    1200.00
## 637       46000.000           3667.00          339.22     2300.00    3400.00
## 638         854.650           1555.93          116.59     1635.26     719.89
## 639        6867.000           2873.04          257.00     1944.00     482.33
## 640        5000.000           2598.00          194.00     1375.00     939.00
## 641        6973.369           4141.86          251.93     1700.00    1244.78
## 642        2728.747           4566.15          570.27     2483.36     601.68
## 643        9459.320           1842.48          152.00      760.00    1461.69
## 644        2073.450           2239.23          241.46     2148.00    1020.00
## 645       36812.000           2776.00          286.00     3300.00    1876.00
## 646         775.000           1688.19          569.00     1200.00     336.00
## 647       32000.000           2670.00          452.00     2600.00    2300.00
## 648        3181.000           2380.73          281.29     1945.00     600.00
## 649        5969.990           3435.00          256.00      750.00    1200.00
## 650       25833.390           3700.00          925.00     1700.00     750.00
## 651       11737.000           2757.70          105.00     2853.00     750.00
## 652        4650.000           2620.00          227.00     1512.00     590.00
## 653        6319.490           3367.00          244.00     1224.00    1366.00
## 654        3711.400           2020.00          138.00     1486.00     732.00
## 655        5046.000           3142.59          334.00      720.00     824.04
## 656        9188.070           3050.00          305.00     2160.00    1450.00
## 657       24000.000           3286.00          300.00     1400.00    1227.00
## 658       12000.000           2223.91          202.37     2080.47     800.00
## 659       15166.340           2837.38          210.60     1680.00    1400.00
## 660      112011.000           1430.00          114.00      776.87    1100.00
## 661        4123.650           2297.31          187.61     1220.00     800.00
## 662        4500.000           2991.38          265.11     1900.00    1000.00
## 663     3893844.610           4046.92          764.75     3455.79    5493.60
## 664       25774.705           1650.00          120.00     1365.00    1408.28
## 665       20147.890           2124.60          174.53     2600.00    1800.00
## 666        2030.000           4424.97          550.30     2693.64     772.81
## 667     1803288.680           1350.00          160.00     3500.00    1500.00
## 668       65340.000           4121.69          525.00     3654.00     800.00
## 669        7150.000           4150.00          269.00     2660.00     700.00
## 670        7000.000           2563.34          446.00     2350.00    1000.00
## 671        3218.410           1995.00          329.00     1548.00     700.00
## 672       31203.500           2649.24          160.15     4344.00    1867.00
## 673        4916.000           3443.12          248.50      800.00     750.00
## 674       13468.880           1905.00          160.44     1100.00     206.01
## 675        3562.850           2400.00          300.00     3000.00     800.00
## 676     2450188.940           1910.84          290.00     1062.00     800.00
## 677        8373.000           6478.26          706.56     1698.36    1926.12
## 678       11171.956           2600.00          130.00     1400.00    1100.00
## 679        8712.520           1300.00          130.00     1260.00    1512.00
## 680        7500.000           4702.00          285.00     4512.00    2094.00
## 681        8311.890           1914.79          275.91     1400.00     981.00
## 682       71235.560           2900.00          500.00     1200.00    1700.00
## 683       12109.000           1935.53          265.09     1428.00     393.24
## 684        1312.000           1812.00          170.00     1157.00     284.00
## 685       55620.000           2239.01          236.00     2500.00    1700.00
## 686        8921.500           2070.18          262.63     2534.50    1019.00
## 687       30074.370           2861.17          275.55      160.00     180.00
## 688       26911.268           2651.45          154.90     3900.00    1359.58
## 689         768.000           1789.24           97.96      700.00     700.00
## 690        5909.390           6169.28          547.24      300.00    1200.00
## 691        7543.000           2280.99          197.67      925.00     733.00
## 692       17500.000           4600.00          330.00     2600.00    1400.00
## 693       20080.000           2484.00          547.00     1628.00    1445.00
## 694     3555319.620           1155.00           49.54     1500.00     676.00
## 695        9661.293           2719.62          216.81     1300.00     778.20
## 696        3999.980           2760.18          204.12     2185.47    1280.00
## 697        7881.000           2412.00          115.00     2218.00     840.00
## 698        7540.000           3188.03          299.62     1502.28    1344.00
## 699       16000.000           2556.00          240.00     3500.00    1200.00
## 700      522720.000           6755.30          421.40     4115.00   15681.00
## 701        3725.000           2961.00          275.00     1800.00     700.00
## 702       19502.000           1993.00          173.00     1700.00     788.00
## 703        9354.000           3129.30           78.56     1200.00     656.00
## 704        6000.000           4184.89          394.92     1000.00     699.00
## 705        6300.000           3062.99          269.82     2400.00    1143.00
## 706       63776.291           1959.90          265.06      624.57     838.00
## 707        4100.000           2633.00          217.00      130.00      85.00
## 708       23350.000           2992.00          278.00     3371.00    1860.00
## 709       53495.560           2518.81          247.73     1200.00     960.00
## 710        1193.930           4937.00          548.00     1700.00     610.00
## 711       61891.410           1952.00          237.00     2819.00    1750.00
## 712        7525.000           3886.78          387.07     1982.00     872.00
## 713        2781.390           2586.17          258.01      609.00     671.44
## 714       20000.000           3400.00          231.00     2600.00    1790.00
## 715       11800.000           2600.00          163.00     2100.00     800.00
## 716       10000.000           3800.00          600.00     3000.00    1000.00
## 717        6000.020           2865.00          212.00     1428.00    1280.00
## 718       59800.000          13307.00         1351.00     3480.00    8000.00
## 719        6400.000           3426.00          359.00     1630.00    1609.00
## 720     1968433.980           2133.25           44.33     1200.00    1100.00
## 721     2265120.010           1851.50          150.35     1440.00    1031.14
## 722       32607.000           2767.00          290.00     1917.00    1182.00
## 723       32000.000           2265.29          261.29     2928.00    1192.00
## 724       43000.000           1501.00          131.00     2000.00     940.00
## 725        4956.000           1450.00          290.00      280.00     575.00
## 726      526336.900           5644.32          686.80     2907.67    1062.00
## 727       10500.000           3920.00          285.00     3000.00    1500.00
## 728       10893.080           4162.00          302.00     1823.00    1123.00
## 729        8626.000           3200.00          600.00     4000.00    2800.00
## 730       10989.950           2862.48          489.46     1400.00    1000.00
## 731        8054.000           4480.00          530.00     2100.00    1660.00
## 732        5600.000           2263.00          145.00     1800.00    1005.00
## 733        6210.000           1982.80          115.30     2000.00    1249.00
## 734        7245.000           8426.80          629.46     4838.50    1860.00
## 735        6876.000           1761.60          176.84      546.00     480.00
## 736        5694.000           2870.93          252.45     1978.68    1413.73
## 737      122860.350           5213.01          615.15     5525.01    7756.00
## 738        5949.860           2580.88          224.26     3096.72    1220.40
## 739       18240.520           1821.08          176.47      960.00     308.00
## 740       57586.920           1713.84          142.75      944.61    1456.20
## 741        4857.750           2744.00          232.11     1440.00    1000.00
## 742        5461.000           2289.30          297.76     1019.40     750.00
## 743        7689.740           2437.00          300.00     1280.00    1400.00
## 744       10375.000           3900.00          330.00     1975.00     780.00
## 745        3444.450           1458.00           89.00     1500.00    1000.00
## 746        8146.130           2606.77          248.11     2576.00    1496.00
## 747        5600.460           3105.71          221.13     1104.80    1180.47
## 748       19426.710           3124.62          292.69      222.00    1636.92
## 749      370260.000           2813.79          650.21     7000.00    2778.41
## 750       14898.000           3010.38          199.75     2168.55     879.63
## 751        4230.000           1437.00          100.00     1440.00     996.00
## 752       10496.000           4021.35          413.94     3960.00    2000.00
## 753       42272.890           2377.31          724.80      927.48     675.80
## 754        3788.900           3132.00          389.00      600.00     800.00
## 755        8000.000           2503.76           33.41     1222.92     956.00
## 756        7493.000           1200.00          100.00     2200.00    1000.00
## 757        3491.000           2699.09          392.40     2040.00    1632.00
## 758       29332.730           4704.70          464.18     3050.00    4137.64
## 759        3999.870           2270.00          294.00     1272.00     856.00
## 760        7087.000           3780.00          240.00     3900.00    2900.00
## 761        7400.000           3845.75          240.10     2317.00    1197.00
## 762        5834.040           3283.00          280.00     2686.00    1234.00
## 763       81133.000           3442.00          344.00     5534.00    1730.00
## 764        9375.000           7311.00          892.00     2035.00    1404.00
## 765       13242.840           5031.00          416.00     5000.00    1400.00
## 766        9408.590           2815.65          256.00     2661.00     950.00
## 767        6174.700           2916.00          256.00     2000.00     600.00
## 768        4504.700           2027.00          158.00     1532.00     928.00
## 769        8210.710           5228.58          605.98     3899.96    1530.36
## 770      617105.000           8261.26          429.00     4256.00    4101.67
## 771       23800.000           5229.00         1630.00     3352.00    1830.00
## 772        2906.260           2957.59          486.75     1874.99    1619.74
## 773        4200.000           4356.00          510.00     3000.00    1200.00
## 774        4995.000           2521.12          224.69     2730.72    1018.06
## 775        8094.000           4595.40          492.51     3600.00    2000.00
## 776        2046.000           1387.00          223.00     1171.00     453.00
## 777        7198.000           2718.35          258.02     1500.00     800.00
## 778        2218.000           2400.00          844.00     2500.00     980.00
## 779        5400.250           2039.69          230.31     1900.00    2352.00
## 780        5112.000           3380.00          292.00     1725.00     650.00
## 781       25000.000           3095.00          280.00     1800.00    1300.00
## 782        7136.000           4729.00          478.00     1900.00     990.00
## 783        4284.040           2460.00          175.00     2400.00    1200.00
## 784       21609.000           5018.00          582.00     5000.00     800.00
## 785        3993.000           2981.21          203.00     1400.00    1200.00
## 786       14214.000           3800.00          380.00     1800.00     120.00
## 787        3009.590           2219.49          239.10      540.00     525.00
## 788        4740.000           2180.72          181.60     1573.00    1084.00
## 789       36185.000           1902.00          280.00     1800.00     360.00
## 790       12803.000           2506.00          190.00     1300.00     350.00
## 791        6207.000           3996.00          234.00      720.00    1200.00
## 792      128500.000           2000.00          350.00     1000.00    1000.00
## 793        4000.000           3585.00          415.00      840.00     900.00
## 794        1683.000           5197.00          650.00     1500.00    1500.00
## 795        4164.000           3869.05          339.28     2177.00    1116.00
## 796       63000.000           1228.77          319.85     1000.00    1000.00
## 797        5732.860           3242.46          411.07     4000.00    1222.00
## 798        6960.000           3394.57          356.88     1800.00     800.00
## 799        6800.000           1600.00          350.00     2500.00    1500.00
## 800       40000.000           3081.86          326.32     1032.41    1775.61
## 801        5051.500           2585.00          233.00     1400.00     945.00
## 802       43560.000           3861.75          351.74     1800.00    1296.01
## 803      435600.000           4291.00          501.00     4650.00    1467.00
## 804        7131.090           2299.00          176.00     2100.00    1800.00
## 805       12000.000           3386.81          308.93     5400.00    1400.00
## 806       11987.770           1643.00          275.83     1493.39    1169.00
## 807        8551.000           2566.40          220.64     1119.36     790.00
## 808        4913.730           2238.00          265.00     1896.60     756.00
## 809       40792.180           2182.00          278.46     2140.80    1151.00
## 810       42806.000           2155.47          354.46     2725.00    1600.00
## 811      320837.730           2336.53          256.97     1800.00    2000.00
## 812       14000.000          10000.00         2000.00      850.00    4000.00
## 813        6440.000           2415.51          498.00      680.00    1044.00
## 814        7375.000           2306.87           85.00     2362.16    1105.29
## 815        1074.020           4320.80          371.01     1326.80     428.40
## 816     2740000.000           1550.00          100.00     1500.00    1000.00
## 817       30000.000           3000.00          200.00     2400.00     200.00
## 818        5698.410           2718.27          580.23     2400.00     785.89
## 819       23820.530           1066.64          169.42     1500.00    1200.00
## 820        8148.000           3164.00          238.00     2784.00    1596.00
## 821       57407.160           4500.00          796.48     3237.20    1438.00
## 822       65000.000           2595.00          278.23     1816.00    1472.00
## 823         848.200           1523.94          109.91      175.00     388.00
## 824       48097.000           4300.00          300.00     2800.00     850.00
## 825        5314.403           2550.44          217.09     2200.00     540.00
## 826        5257.090           2906.85          246.55     2400.00     820.00
## 827       10150.370           2855.48          273.41     3300.00    1200.00
## 828        5400.000           2177.00          160.00     1500.00    1500.00
## 829        4500.000           2986.00          290.17     1200.00    1200.00
## 830       18200.000           5284.65          434.00     4500.00    6359.00
## 831       19050.000           2714.00          154.86      600.00    1567.00
## 832        9030.920           3398.80          391.03     2236.59    1039.86
## 833        1862.160           1752.00          220.00     1200.00     800.00
## 834        1883.680           2400.00          150.00     1200.00     807.00
## 835       12919.985           3001.94          480.00     2126.25     900.00
## 836        2704.970           2795.00          247.69     1800.00    1200.00
## 837         891.000           3391.90          415.85     1690.00     719.40
## 838        2970.840           3075.76          724.40     1800.00     727.03
## 839        1361.000           1646.00          169.00     1100.00     400.00
## 840        1950.420           3406.05          407.83      640.55    1106.00
## 841        5447.000           3046.00          272.00     1570.00     669.00
## 842        7500.000           4300.00         1100.00     4800.00    1200.00
## 843       11941.147           2085.00           94.00     2800.00     850.00
## 844       28370.000           2821.09          231.88     3000.00    2303.76
## 845       20097.000           5251.40         1480.00     2200.00     388.00
## 846        1990.350           1832.00          165.00      765.00     788.00
## 847       12500.000           2675.00          300.00     2000.00    1400.00
## 848        2729.730           2395.18          276.79     2269.18     859.68
## 849       15338.570           4397.00          227.00      520.00     600.00
## 850        6300.000           2466.76          269.00     2580.00     900.00
## 851       10947.970           2998.00          260.00     1200.00    3636.00
## 852        6475.000           2067.33           67.28     2200.00    2400.00
## 853        5892.160           1925.49          113.31     3072.26     715.94
## 854       23750.000           3070.00          445.00     3200.00     930.00
## 855        8000.000           3200.00          368.00     2400.00    1990.00
## 856       16105.000           4413.15          474.42     3210.00     760.82
## 857       20000.420           2549.00          159.00      800.00    1200.00
## 858        5000.000           2227.00          197.00     1560.00     100.00
## 859         740.000           1619.00          196.00      800.00      50.00
## 860        3900.000           2200.00          400.00     1500.00     700.00
## 861      117279.260           2533.00          214.00      900.00     352.00
## 862        6746.820           3697.00          348.50     2838.00     691.00
## 863       20093.000           4062.11          487.49     3482.64    1266.72
## 864       20000.000           3200.00          400.00     1200.00     550.00
## 865       11281.650           2896.00          191.00      744.00     342.00
## 866        6782.000           3596.00          279.00     3216.00     512.00
## 867        6000.000           4026.80          479.64     2760.00    1100.00
## 868        6030.000           1706.00          265.00     1743.00     825.00
## 869      294414.480           1300.00          400.00     1600.00    2400.00
## 870       10330.000           3864.37          637.49     2872.00    2200.00
## 871        3208.180           2595.77          129.88     1141.82     711.70
## 872        3831.950           2806.76          170.74     1959.24     938.49
## 873       10720.850           3723.00          343.00      500.00    1100.00
## 874        5710.250           3844.56          397.62     4000.00    1750.00
## 875       18067.000           3700.00          300.00     1800.00    1100.00
## 876       72000.000           2622.50          277.11     1300.00     800.00
## 877        6500.000           3522.00          305.00     1620.00     620.00
## 878       41600.000           5000.00          150.00    10000.00    1200.00
## 879       67046.000           1460.00          600.00     2000.00    1200.00
## 880        5400.000           2790.00          155.00     2955.00    1290.00
## 881       16195.000           2163.56          271.53     2158.11    2060.76
## 882        7869.000           3312.00          310.00     3200.00     950.00
## 883       66469.300           5156.00          322.00     2400.00    1000.00
## 884      213588.000           1762.00          227.00     2196.00     800.00
## 885    28933383.000           3383.00          410.00     1680.00    1288.00
## 886        5200.000           2492.00          214.97     1650.00    1094.00
## 887        7078.000           3270.00          965.00     2748.00    1050.00
## 888        6306.744           1382.30           32.40     1764.22     725.94
## 889        7488.000           3390.00          423.00     3480.00    1312.00
## 890       16557.000           2987.60          257.23      921.48     865.56
## 891        5069.800           2859.30          276.89      895.00    1012.50
## 892       28069.000           2646.76          199.05     1044.00    2078.63
## 893        2610.250           3355.39          200.00     1900.00    1300.00
## 894        7000.000           2838.00          248.59     1700.00    3409.88
## 895        8957.000           2058.00          150.00     2000.00    1000.00
## 896       81539.820           4000.00          450.00     2400.00    3600.00
## 897        8126.750           2236.00          136.00     1700.00     125.00
## 898       46152.420           1532.59          100.00     2000.00    1200.00
## 899       34412.220           3350.00          404.00     3800.00    2000.00
## 900       19500.000           3314.28          447.28     3786.00     900.00
## 901       18607.570           3224.56          303.76     2150.00     923.00
## 902        8845.000           3976.40          338.64     2330.00    1200.00
## 903        5700.000           2488.14          294.20     2500.00     775.00
## 904        4770.000           2284.00          250.00     1550.00     900.00
## 905        6001.000           3309.36          256.02      728.23     793.52
## 906        2060.210           2770.00          244.42     1448.09    1984.00
## 907         515.380           3327.00          429.00     1500.00     673.00
## 908       75100.000           5800.00          350.00     3600.00    1600.00
## 909        1538.160           3243.51          301.44     1165.32     473.06
## 910       11372.070           2772.41          241.12     1300.00    1450.00
## 911        4975.000           2514.00          146.00     1629.00    1380.00
## 912       24600.000           3175.00          298.00     4400.00    2000.00
## 913        5210.000           1231.93           59.30     2220.00    1500.00
## 914        8337.720           3690.00          270.00     2820.00     927.24
## 915        3651.000           3859.70          458.41     2400.00    1000.00
## 916       44520.000           3034.90          350.21     3331.05     743.00
## 917        7750.020           2753.00          380.00     1850.00     807.00
## 918        7755.390           4314.85          694.32     1084.89    1290.00
## 919       43926.000           2060.00          100.00     1000.00    2400.00
## 920        4700.000           3198.66          285.18     2330.76    1543.00
## 921        7230.000           1911.33          180.86     2500.00    1472.00
## 922       30052.000           5022.48          349.73     1769.00    1710.00
## 923        2321.250           5000.00          800.00     2000.00    1800.00
## 924       13411.830           2875.00          233.00     3000.00    1214.00
## 925        1389.620           1317.00           75.00     1200.00     600.00
## 926        3024.000           2814.32          208.86     1100.00    1170.00
## 927       12938.220           1811.72          136.88     1584.36     619.44
## 928        6001.000           2200.00          150.87     2125.00    1050.00
## 929        5220.000           5454.11          598.49     2768.97    1418.09
## 930        3700.000           3900.00          863.00     2300.00    1300.00
## 931        4068.760           2224.00          324.00     1900.00    1000.00
## 932        2583.340           3551.47          460.00      900.00    1200.00
## 933        7100.000           2813.77          793.69     2341.80     900.00
## 934       61121.790           4634.00          368.00     2100.00    1300.00
## 935        3065.000           2900.00          275.00      750.00    1000.00
## 936        5500.000           2326.64          269.18     2487.72     901.43
## 937        2611.320           2292.00          248.00     2360.00     828.00
## 938        4674.770           2732.00          380.00     2560.00    2268.00
## 939       45000.000           3270.00          511.97     1200.00    1900.00
## 940        4337.000           2386.00          260.16     2000.00    1000.00
## 941        3368.000           5210.52          565.86     2638.23    1412.64
## 942       45002.000           4494.82          486.20     3198.48    1285.00
## 943       12120.590           1501.35           92.00     1330.00    2010.00
## 944        6000.000           2493.00          268.00     2465.00     900.00
## 945       16167.390           2269.00           91.81      998.41    1200.00
## 946        5995.500           2537.00          174.00     1800.00     600.00
## 947        6165.000           1623.00          163.00     1008.00     620.00
## 948        4935.890           2172.26          220.98     1824.00    1300.00
## 949        2500.460           3573.00          440.00      776.00     564.00
## 950       46200.000           2388.68          352.52     1626.00    1267.00
## 951       56772.000           2371.40          276.24     1553.00    1067.00
## 952        4596.000           1601.00          159.00     1215.00     800.00
## 953       68881.000           2400.00          167.00     1274.00     963.00
## 954       11141.000           3950.00          279.00     2500.00    2000.00
## 955       70400.000           4698.84          985.00     2360.00    1000.00
## 956       10703.000           4268.00          300.00     3392.00    3072.00
## 957     1101237.831           1832.23          135.49     2200.00     950.00
## 958        5929.950           3510.00          404.00     1440.00    1800.00
## 959        6000.000           2668.00          750.00     2483.00    1125.00
## 960       46134.000           5193.15          493.27     4571.27    1038.00
## 961       28000.000           3128.40          895.00     5400.00    1341.00
## 962        3282.000           3283.00          342.00     2280.00      73.00
## 963        6458.350           3875.00          385.00     3000.00    2600.00
## 964        6000.000           3896.20          256.00     3048.79    1278.00
## 965       12093.250           5946.62          434.74     2200.00    1288.56
## 966        2281.950           2102.00          169.00      720.00     252.00
## 967         975.320           2177.01          176.81      910.00     303.72
## 968        5084.000           2108.21          211.52     2100.00     580.00
## 969        6893.000           2990.59          236.31     2400.00    2000.00
## 970        3336.810           2586.00          205.00     3000.00     969.00
## 971        1312.000           1954.76          198.08      924.84     479.52
## 972        9602.480           1826.68           92.00     2136.00     813.24
## 973        7000.000           2639.27          216.54     2137.00    1371.00
## 974       20547.000           1273.00           67.00      230.00     166.00
## 975         237.900           1985.00          144.00      950.00     500.00
## 976        6309.000           2747.27          308.58      394.63     857.07
## 977       18396.000           5738.99          389.98     3525.12    2044.84
## 978        4244.000           2814.00          214.73     1611.00    1500.00
## 979        3520.000           2400.00          109.00     3150.00    1147.00
## 980         648.000           3409.00          306.00     1100.00     450.00
## 981       14025.000           2090.00          241.00     2960.00    1100.00
## 982        1875.620         326000.00          385.00     1750.00    1350.00
## 983        1226.000           1200.00          250.00     1500.00    1000.00
## 984        5699.500           3108.92          361.27     2065.56     958.89
## 985        7207.510           3378.77          400.00     3000.00     900.00
## 986        2124.000           1929.00          136.00     1200.00     960.00
## 987       10394.000           2248.13          153.11      869.34    2353.44
## 988      217800.000           1950.12          212.42     3170.00    1760.64
## 989        7427.000           2504.00          144.00     1464.00     692.00
## 990      111078.000           2843.00          254.00      660.00    6374.00
## 991       33312.000           4272.79          363.39     2295.00    1675.00
## 992        4564.970           3307.22          251.80     1040.00    1050.00
## 993       23788.240           1930.73           76.65     1013.40     787.36
## 994       25600.880           2179.93          205.40     3000.00    1668.00
## 995        7000.000           2530.00          420.00     1400.00     800.00
## 996        5773.760           2331.68          205.48     1800.00     666.24
## 997       28071.200           2000.00          470.00     2100.00    1200.00
## 998       38696.000           3600.00          250.00     3217.98    1444.25
## 999        3060.000           1000.00           28.00      155.00     700.00
## 1000       3999.870           2331.68          194.56     1349.34    1217.14
## 1001       3936.000           3054.00          279.00     2100.00    1813.00
## 1002       8000.000           3297.00          295.00     2750.00    1000.00
## 1003       2182.920           1872.56          143.09      801.36     426.19
## 1004       4258.000           3707.62          391.78     2417.76    2412.00
## 1005      33154.079           3572.77          309.08     2800.00    1806.13
## 1006       8116.000           3383.25          258.05     2391.65    1345.06
## 1007       7279.630           3077.55          158.65     2364.00    1547.04
## 1008      11246.000           2881.00          345.53     1600.00    1248.00
## 1009       7500.000           3503.50          305.97     1644.00    1593.00
## 1010       6200.000           3207.09          401.95     3103.66    1301.04
## 1011       3960.040           3857.32          455.69     2000.00     750.00
## 1012       6680.000           1800.00          255.00     1500.00    1500.00
## 1013      21299.000           1782.68          182.12     1565.00    1700.00
## 1014      14269.720           1992.02          119.00     1018.20     492.61
## 1015      16145.870           1813.97          153.67      700.00     550.00
## 1016       9000.000           2458.00          186.00      620.00     476.00
## 1017       2201.220           2348.00          197.00     1400.00    1400.00
## 1018      21465.607           3316.00          266.00     3045.00    1680.00
## 1019      36000.000           2255.50          144.90     1300.00    1042.32
## 1020      10674.570           3759.89          618.56     2353.97    1989.00
## 1021       5579.000           1868.93          128.79     3420.00    2044.00
## 1022      12000.000           2400.00          250.00     1200.00     650.00
## 1023       5900.000           3835.00          929.00     2650.00    2226.00
## 1024       7000.000           3163.00          400.00      160.00     150.00
## 1025       2813.000           4680.00          585.00     2675.00     950.00
## 1026       7490.000           2860.00          310.00     1000.00    1200.00
## 1027       5940.000           3036.00          282.00     2400.00    1300.00
## 1028      35000.000           2437.00          204.34      500.00     500.00
## 1029       8227.930           2341.75           83.54     2598.97     880.00
## 1030      27750.000           1174.66          261.00     1000.00     800.00
## 1031       4999.840           3577.68          332.81     2100.00     975.00
## 1032      33000.000           5131.00          285.00     2200.00    1200.00
## 1033        279.000           2170.19          269.93      770.00     362.97
## 1034       9999.670           1235.00          127.00     5136.00    1680.00
## 1035       7151.500           3280.95          594.59     2500.00    1387.44
## 1036      31240.000           1741.00          152.00     2600.00    1157.00
## 1037      34004.200           2850.24          308.93     4014.60    1062.00
## 1038       6979.320           3883.23          364.20     3095.37    1537.00
## 1039       6069.770           2621.08          232.30     2909.93    1468.00
## 1040      15661.490           2558.00          354.58     1800.00    2900.00
## 1041       7000.000           1757.01           96.34     2420.00    1572.34
## 1042       8787.000           1659.43           80.83     1700.00     568.00
## 1043     152460.000           2244.20          195.33     2257.50    1873.00
## 1044       8897.450           2461.51          221.55     1954.23     841.80
## 1045       6000.000           2055.00          300.00     2430.00    1002.00
## 1046      13010.000           2872.00          276.00     3500.00    1584.00
## 1047       1938.360           3071.56          366.88     1161.01    1548.00
## 1048       4894.350           4289.00          356.00     1000.00    1200.00
## 1049       6500.000           3877.37          389.19     2256.08     924.00
## 1050       5260.000           4616.00          555.00     3347.00     800.00
## 1051      10400.000           2381.26          286.72     1650.00    1150.00
## 1052       5390.000           3188.91          355.83     1184.92     750.00
## 1053      11200.000           2046.00          174.00       84.00     456.00
## 1054      53819.550           2248.96          172.00     2452.23     843.00
## 1055     150300.000           1700.00          350.00     2200.00    1200.00
## 1056      11000.000           2935.00          430.00     2400.00     865.00
## 1057       4021.000           3401.22          471.59     2000.00     360.00
## 1058      13433.000           4125.00          422.00      925.00    1300.00
## 1059     344000.000           3000.00          408.00      600.00    1244.00
## 1060       8943.000           5747.77         1018.00     3500.00    1500.00
## 1061       2364.000           2606.19          143.87     1380.00     600.00
## 1062       3230.000           7414.58          898.36     2231.00     390.00
## 1063       4828.000           2257.21          203.37     1791.98     763.01
## 1064       3356.190           1820.00          136.00      600.00     934.00
## 1065      11859.680           3250.00          320.00     1765.00     689.00
## 1066     151153.200           2006.00          204.00     3000.00    1500.00
## 1067      19246.000           7823.00          685.00     3600.00    1900.00
## 1068      24500.810           1844.00          128.00     1054.00    1164.00
## 1069       8550.000           5000.00          450.00     4200.00     100.00
## 1070      12013.000           3775.00          360.00     2605.00    1300.00
## 1071     138111.000           4217.55          411.05     2365.00    1280.00
## 1072       2500.000           3400.00          416.00     1750.00    1195.00
## 1073       5249.560           2000.00          400.00     2800.00     420.00
## 1074       6000.880           3971.00          385.57     2400.00    1000.00
## 1075      29000.000           1546.61           85.58     2085.00    1900.00
## 1076       5000.000           5008.00          396.00     5839.00    3900.00
## 1077       4735.000           2198.18          229.57     2077.37    1474.88
## 1078       3999.870           1913.00          130.00      900.00     645.00
## 1079     117000.000           3262.17          281.23     2242.32    1800.68
## 1080     530000.000           1400.00          300.00     2250.00    1500.00
## 1081       9375.000           1498.73           82.80      125.00     536.49
## 1082       1434.000           2108.83          177.07      640.00     239.80
## 1083      14210.000           2811.27          273.51     1944.00    2592.80
## 1084       4021.400           2718.00          349.00     2290.00    1164.00
## 1085      50168.430           2692.58          137.76     1377.25    1300.00
## 1086       5545.000           2760.00          205.00     3000.00    1608.00
## 1087       5701.550           3032.00          210.00     1925.00    1176.00
## 1088       6888.900           2398.81          161.37     2400.00    1170.84
## 1089      30996.830           1633.32          133.35     1134.36    1813.00
## 1090      14975.600           3961.75          233.03     2664.00    1220.00
## 1091       3600.000           2715.00          357.00     2100.00     600.00
## 1092       5793.140           2256.49          188.28     2609.00     899.00
## 1093       1450.000           2015.33          235.29      650.00    1475.52
## 1094      24902.300           2777.00          170.00     4200.00    2600.00
## 1095       4172.090           2759.29          277.09     1576.86    1392.12
## 1096     108900.000           1813.37          305.03     2812.05    3289.21
## 1097      32791.730           2823.08          294.91     3840.00     825.12
## 1098       2314.240           2015.63          160.32      953.97     563.53
## 1099       5000.000           2070.02          115.22     1260.00     600.00
## 1100       7200.000           2781.76          170.73     2500.00    1021.33
## 1101       9741.340           1306.32          105.06     1382.00     768.00
## 1102       4200.000           2512.05          185.40     1596.00     982.56
## 1103      20017.000           2400.00          375.00     1800.00    2800.00
## 1104       7545.000           2404.95          227.71     2000.00    1303.64
## 1105      27000.000           1768.00          206.00     2000.00    1310.00
## 1106       1453.130           3792.37          467.97     1920.00    1914.04
## 1107       5641.370           1144.99          219.24     1297.00    1400.00
## 1108      25000.000           3100.00          800.00     3000.00    2200.00
## 1109     171232.290           1871.59          516.00      500.00    1205.00
## 1110       6835.000           2886.00          324.00     2312.00     605.00
## 1111      17761.694           4320.00          460.00     4200.00    1764.00
## 1112       4950.000           3723.24          359.62     2253.40     933.04
## 1113      73070.000           1641.86          123.04     1740.00    1100.00
## 1114      25500.000           2583.00          350.00     1500.00     840.00
## 1115     435600.000           2770.01          360.47     1476.00     900.00
## 1116       1960.320           2079.68          130.00     1200.00     600.00
## 1117       1075.210           1983.03          150.53      800.00     382.59
## 1118     283140.000           2867.00          351.00     2100.00    2400.00
## 1119       5823.280           2841.17          276.79     1800.00    1200.00
## 1120      11485.000           7328.45         1459.21     4920.00    1000.00
## 1121      14780.000           1712.20          140.29     1344.00    1436.00
## 1122      20003.650           4471.57          412.40     5640.00     212.00
## 1123      41923.000            859.46           64.27     1500.00    1620.00
## 1124       9967.000           2632.00          887.00     2022.00    1080.00
## 1125      10427.000           2935.00           75.00     1000.00    1600.00
## 1126      53200.000           1487.00          255.00     2500.00    1089.00
## 1127       7189.220           4076.06          392.88     1132.54     882.00
## 1128      21553.000           1447.00           82.00     2000.00    2000.00
## 1129      53858.000           4663.31          570.42     6000.00    2580.00
## 1130       3300.000           1652.93          229.88     1600.00    1020.00
## 1131      60000.000           1632.95          215.42     2448.00    1516.08
## 1132       3742.610           1642.00          148.20     1200.00     400.00
## 1133        375.000           4486.13          515.51     1350.00     600.00
## 1134       1150.000           2091.08          169.98     1020.00     638.16
## 1135       6324.870           2265.09          177.97     1772.04    2245.20
## 1136    2730000.000           3044.41          315.80     2740.00    1855.00
## 1137      44000.000           3000.00          700.00     1200.00    1500.00
## 1138       7197.000           3016.00          431.00     2400.00    1200.00
## 1139       8640.000           3058.67          206.37     1128.52     954.88
## 1140       2648.000           2664.38          270.67     2712.36    1493.00
## 1141      12280.000           1964.83          175.89     2568.00     898.73
## 1142     362000.000           4600.00          359.00     1100.00    2600.00
## 1143       1981.640           6887.50          919.86      986.00    2200.00
## 1144      50132.000           4290.04         1034.04     2850.00    1260.00
## 1145       5130.000           3070.28          349.73     1575.37     943.00
## 1146       9962.000           4753.00          492.00     3800.00     900.00
## 1147    1300000.000           9864.00         1280.00     7850.00    2500.00
## 1148       2101.120           1669.90          103.90     1200.00     600.00
## 1149       4612.340           2400.00          480.00     2400.00    1536.00
## 1150      21689.976           3015.95          161.28     2000.00    1194.00
## 1151      44521.000           1775.43          164.18     1313.65     996.00
## 1152       4520.840           2786.00          241.00     1380.00     751.00
## 1153       6800.640           2681.05          163.57     1800.00    1017.00
## 1154      68652.220           1137.00          130.00     1061.00     738.00
## 1155        305.000           2453.42          284.26      361.47     423.84
## 1156       4000.000           1749.71          100.01      660.00     966.85
## 1157      14154.540           1951.31          541.85     1435.80     432.00
## 1158      10761.750           2807.56          328.19     1590.00    1200.00
## 1159       7532.000           4222.40          479.95     2700.00    1500.00
## 1160      11581.000           3594.00          342.00     3700.00    1300.00
## 1161       4720.000           2773.28          544.50     1721.08    2251.48
## 1162       6150.000           4052.00          330.00     2940.00     630.00
## 1163      36900.000           2976.29          240.63     2283.56    1800.00
## 1164      42216.000           4726.81         1057.85     2135.00    1080.00
## 1165      24759.150           1973.24          195.17     1122.48    1400.00
## 1166      14086.730           4053.01          804.72     3680.00    1700.00
## 1167      19243.000           3650.24          600.00     3300.00    2500.00
## 1168      13750.000           4644.00          608.00     4184.00    1500.00
## 1169      16253.500           1346.00          117.00      125.00     105.00
## 1170       7254.000           5556.00          728.00     4440.00    1265.00
## 1171      44106.000           2863.98          472.51     4440.00    1818.12
## 1172      47117.940           1052.52           62.00     2220.00    1716.00
## 1173       5699.490           3171.42          700.00     2200.00    1400.00
## 1174       5715.000           3300.00          208.00     2830.00    1190.00
## 1175       9317.000           3850.68          386.32     2357.79     708.50
## 1176      14250.000           2509.72          394.58     3250.00    1250.00
## 1177      38654.000           3270.30          210.80     2372.80     939.58
## 1178      53000.000           2001.83          217.19     1500.00    1000.00
## 1179       8000.000           2770.00          250.00     3600.00    1020.00
## 1180      39913.000           3004.00          250.00     2200.00    1420.00
## 1181       9630.000           4461.07          372.06     2853.00    1100.00
## 1182       2548.000           2293.05          172.22     1237.51      85.00
## 1183       3229.488           3040.00          409.72      600.00     743.00
## 1184       3229.170           3500.44          237.29      625.00     872.00
## 1185      34578.000           4340.00          500.00     5000.00    1800.00
## 1186      18000.000           2565.42          184.01     1484.86    1923.00
## 1187       4900.000           1521.92          242.76      711.00     794.00
## 1188      22700.000           2156.00          156.00     2900.00    1380.00
## 1189    1045440.000           3556.75          182.83     1195.00    1122.00
## 1190       6804.602           1936.00          113.00     2075.00     575.00
## 1191       7735.000           3120.68          293.04     1887.16    1272.03
## 1192       4133.110           3832.00          355.67     2450.00     743.00
## 1193     135013.880           5756.50          428.21     8784.00    2117.34
## 1194      10645.000           3771.93          264.19     3132.00     992.00
## 1195       2061.600           2800.00          500.00     2000.00    1500.00
## 1196       2430.000           2976.76          344.78     1300.45    1115.00
## 1197       5850.000           3530.00          397.00     2040.00     610.00
## 1198       4400.000           2099.00          351.00      649.00     670.00
## 1199      16048.990           2593.82          600.00     2600.00     700.00
## 1200       4111.810           2376.00          210.00      400.00    1000.00
## 1201      12000.000           1720.00          100.00     1215.00    1200.00
## 1202       8361.000           3652.57          358.21     2331.87    1556.04
## 1203       2560.000           1646.00          282.00      534.00     517.00
## 1204       3302.000           2520.00          375.00     1800.00     405.00
## 1205    5445462.300           1498.59          299.56     2040.00     954.84
## 1206       5880.000           3100.00          250.00     2000.00     610.00
## 1207       6426.000           2723.41          301.98     1680.00    1108.53
## 1208     238811.000           8249.54          864.36     4727.00    3470.00
## 1209       4449.800           1743.00          300.00     1800.00     720.00
## 1210       6048.000           2500.00          600.00     1000.00     500.00
## 1211       2100.000           2412.00          255.60     1105.00     790.00
## 1212       6598.280           1285.00           90.00     1200.00     720.00
## 1213      37562.820           2294.00          322.00     1437.00    3600.00
## 1214      30799.850           1267.00          164.00     2940.00    1038.00
## 1215      23138.100           2263.19          251.06      257.06    1224.07
## 1216       6347.000           2695.93          235.04     1934.16     807.98
## 1217       5000.000           4968.40          825.00     3860.00    2500.00
## 1218      11780.000           3483.00          388.00     1908.00    1100.00
## 1219       4725.360           2512.45          236.72     2016.00     900.00
## 1220       5420.000           1189.60           32.80     2455.00     965.00
## 1221       6001.000           2791.00          270.00     1760.00    1225.00
## 1222       4714.590           2750.00          212.00     1440.00     800.00
## 1223       5478.830           2744.07          322.84     1700.00     700.00
## 1224       9999.670           7293.00          748.00     1077.00    2205.00
## 1225      13500.000           3377.85          367.01     2057.36     596.00
## 1226      70000.000           3650.00          327.49     3100.00    1200.00
## 1227     157000.000           2266.77          635.06     2072.93     694.20
## 1228      43000.000           5000.00          537.54     4302.24    1300.00
## 1229       6677.000           3067.20          336.12     2304.00     185.00
## 1230       7550.000           2615.00          294.17     1600.00    1150.00
## 1231       7500.000           2692.52          222.71     2016.37    2123.00
## 1232       5200.000           2370.00          436.00     1120.00    1100.00
## 1233      43852.170           2700.00          124.00     2500.00    1100.00
## 1234       4611.260           2847.56          274.36     1467.24     751.52
## 1235       9574.270           2679.31          271.00     5963.00    3228.00
## 1236       3249.000           2580.00          350.00     1500.00     741.00
## 1237       8526.090           5285.00          603.00     1464.00    1217.00
## 1238       5400.000           1529.48          167.64     1519.00     719.40
## 1239        282.000           3460.67          253.84      997.08     659.52
## 1240       7296.000           2772.00          122.61     1575.00     981.00
## 1241      24032.580           1001.54           87.31     1284.00     741.20
## 1242      25553.520           3504.00          118.00     1586.00    1908.00
## 1243     883243.440           2209.00          205.00     1984.00    3457.00
## 1244      41934.000           1826.25          248.21     1389.83     590.00
## 1245      11000.000            953.00           30.00     1500.00      30.00
## 1246      25269.360           3722.00         1058.00     2435.00    1410.00
## 1247       8760.750            957.12           49.97     1020.00    1010.00
## 1248       2574.730           1298.98          161.50      600.00     483.13
## 1249       4300.000           3354.00          313.00     1900.00     760.00
## 1250       5274.320           2278.66          242.04     1800.00    1183.00
## 1251       6231.000           3273.42          291.54     3353.40    1948.80
## 1252       4000.000           2800.00          700.00     2000.00    1000.00
## 1253       1750.210           1978.09          251.63     1197.38     446.70
## 1254       3300.000           2939.00          380.00      984.00    1200.00
## 1255       4821.731           1643.00          127.45     2436.00     974.00
## 1256       5812.510           3117.00          288.00     2880.00    1565.00
## 1257      20000.000           2000.00          260.00     1670.00     900.00
## 1258      35000.000           2215.79          199.00     1500.00     108.00
## 1259      38000.000           2610.56          564.81     1114.83    1217.14
## 1260       4968.000           5000.00          600.00     1100.00     150.00
## 1261       5005.220           5000.00          353.00     1000.00     631.00
## 1262       5999.800           1854.95           95.74     1524.84     881.00
## 1263     108073.000           6546.79         1246.12     4203.36    3440.00
## 1264       7630.000           3933.68          306.29     1731.19    2433.97
## 1265      11495.860           2837.99          213.20     1266.15     716.00
## 1266       8000.000           2300.00          180.00     3000.00     500.00
## 1267       8160.000           2490.73          400.00      600.00    1100.00
## 1268       8959.000           4086.00          333.00     4328.00    1281.00
## 1269        198.000           3060.00          386.00      565.00     452.00
## 1270      21200.000           4212.45          399.40     4032.36    1432.26
## 1271       7705.880           4100.00          245.00     1200.00    1000.00
## 1272       6038.550           2784.00          299.38     3000.00    2200.00
## 1273       7245.000           3613.00          345.00     2880.00     936.00
## 1274      27696.620           4952.00          584.00     1800.00    1200.00
## 1275      11672.000           2319.00          200.00     1016.00     795.72
## 1276       6500.000           2794.40          248.83     1748.09     689.16
## 1277      43000.000           3000.00          225.00     2000.00    1200.00
## 1278       7500.000           2743.72          215.44     3580.00    1652.00
## 1279       2000.000           2444.00          293.00     2280.00      76.00
## 1280       5000.000           1490.59          104.21     2099.98    1260.00
## 1281      35521.582           1000.00          100.00     2700.00    1150.00
## 1282      33000.000           5131.00          285.00     2200.00    1200.00
## 1283      13200.000           2389.00          116.00      984.00    1043.00
## 1284       3773.000           3850.00          454.00     2200.00    1500.00
## 1285      11456.030           1733.57          131.04     1400.00    1200.00
## 1286       6500.000           5236.00          537.00     3360.00    1900.00
## 1287      13078.000           2035.00          170.00     1800.00    1220.00
## 1288      11441.716           3963.00          455.00     3900.00     988.00
## 1289       9000.000           5788.00          447.21     2500.00    1050.00
## 1290       6014.000           2525.83          749.67     2160.00    1324.00
## 1291       3672.000           9793.00          864.00     5555.00    4118.00
## 1292       5000.000           2946.50          249.86     1800.00     725.00
## 1293       7653.000           2958.96          271.36     2303.00     800.00
## 1294      14000.000           2276.21          317.37     3805.74     908.42
## 1295       3003.130           2060.00          148.00     1800.00     600.00
## 1296       4725.000           2912.72          300.41     2636.76     782.62
## 1297      82808.000           1689.00          329.00     1660.00     967.00
## 1298       6067.620           4172.71          440.57     2200.00     979.00
## 1299       3995.000           2814.00          500.00     1500.00    1000.00
## 1300      17200.000           2921.00          235.00     1900.00    1877.00
## 1301      53819.550           2947.71          197.61     2085.00    3928.00
## 1302       5625.000           3546.27          286.49     1149.60    1324.00
## 1303      14000.000           2272.00          222.91     2000.00     600.00
## 1304      11972.000           1950.00           77.00      700.00     225.00
## 1305    3657220.000           3732.21          416.22     1225.00    1950.31
## 1306       1321.000           3999.53          311.43      400.00     250.00
## 1307      15906.000           1713.00          130.00     1600.00     825.00
## 1308      15095.000           2121.00          447.00     2200.00     700.00
## 1309     137178.500           2732.95          239.32     1540.00    1056.00
## 1310       7061.130           9600.00         1020.00     6400.00    3800.00
## 1311      98327.250           2901.68          335.53      230.00     200.00
## 1312      19604.000           4800.00          435.20     2000.00    2369.00
## 1313      51344.000           6000.00          450.00     3000.00    1400.00
## 1314       5096.000           2832.60          556.72     2280.00     760.00
## 1315      57000.000           2898.49          346.00     3819.26    1328.25
## 1316       5970.980           3345.44          328.85     1446.00     720.00
## 1317      16241.000           3882.45          318.68     2300.00    1255.80
## 1318       2800.000           3557.72          342.63     1200.00     750.00
## 1319       7353.000           3120.00          284.00     3300.00    1575.00
## 1320       6404.960           3916.00          321.00     2880.00     930.00
## 1321       3252.000           3469.00          492.75     1182.78    1232.79
## 1322       2067.000           2396.00          388.00     1200.00     450.00
## 1323      18793.790           2070.00          167.00     1100.00     400.00
## 1324       7515.000           2575.00          360.00     2400.00    1100.00
## 1325      91291.950           3966.00          408.74     3300.00    1500.00
## 1326       7747.000           3355.00          494.00     3400.00    1217.00
## 1327      46223.460           2502.98          252.35     3214.00    3842.00
## 1328       9500.000           3762.00          407.00     1368.00     850.00
## 1329    2822786.000           3000.00          400.00     3000.00    1000.00
## 1330      41500.000           2460.00          276.00      985.00     900.00
## 1331       5800.000           2025.00          250.00     1250.00     780.00
## 1332      12271.268           1250.00          150.00      630.00     840.00
## 1333      12000.000           1900.00           60.00     2150.00    1250.00
## 1334      36010.000           2238.00          800.00     2500.00    1400.00
## 1335      12257.940           3651.00          842.00     1800.00     450.00
## 1336      11020.090           2941.05          265.54     1400.00    2090.00
## 1337     136160.240           1432.00           88.00      450.00     450.00
## 1338       7718.800           3309.89          371.33     2800.00     766.00
## 1339       6000.000           2479.00          187.00      575.00     682.00
## 1340      35836.000           2688.00          269.00     2160.00    1899.00
## 1341       4102.130           1859.98           48.50     1900.00     899.25
## 1342       8100.000           1780.00          179.00     1780.00     835.00
## 1343        610.600           2434.40          209.39     1653.05     756.00
## 1344       6025.000           2870.02          224.29     1920.00    1398.47
## 1345       5252.790           4328.00          415.00     2981.00    1667.00
## 1346      39396.000           3126.00          413.00     3400.00    1300.00
## 1347       6478.000           2853.69          261.40     2000.00     885.00
## 1348       2896.570           3494.00          450.00     1500.00    3692.61
## 1349     240000.000           2533.54          220.20     2530.00    1136.00
## 1350      53820.000           1300.00          300.00     1200.00    2800.00
## 1351       2632.000           2381.00          244.00     1992.00     761.00
## 1352      20249.000           2114.00          133.00     1900.00    1596.00
## 1353       5993.000           3902.00          407.00     1750.00     458.00
## 1354      34229.000           2690.00          225.00     1975.00    1444.00
## 1355      95389.770           1118.00          222.00     2000.00    1500.00
## 1356      27000.000           2300.00          116.00     1200.00     900.00
## 1357       5125.000           2850.00          500.00     2500.00     300.00
## 1358      20069.000           1978.00          469.00     2976.00    1000.00
## 1359       5500.000           2335.00          188.00     2760.00    1537.00
## 1360       5037.510           2321.00          550.00     1400.00     673.00
## 1361     435600.000           2500.00          330.00     3500.00    1700.00
## 1362      43000.000           2652.00          264.00     3300.00    1435.00
## 1363      30000.000           2039.88          178.52     2060.00     860.00
## 1364       1825.000           2911.16          353.28      950.00     452.35
## 1365       4000.000           2473.17          205.25     1254.89     600.00
## 1366       5070.000           3171.55          159.00     3000.00    1003.89
## 1367       1580.000           3621.39          475.00     1150.00     800.00
## 1368        905.000           2668.85          227.67     1069.19     570.07
## 1369       7518.590           2579.76          400.00      900.00     500.00
## 1370      18503.160            670.00           78.00      575.00     833.00
## 1371     317552.400           5159.00          462.23     3500.00     635.00
## 1372      28974.000           2146.07          300.00      720.00    1400.00
## 1373      92483.000           3120.00          333.00     3888.00    2500.00
## 1374      20010.000            965.00           54.00     1466.00     587.00
## 1375      19082.000           6124.38          678.74     1601.16    1052.00
## 1376       5172.000           1862.17          139.13     3000.00    1000.00
## 1377       5326.400           1694.53          177.56     1800.00    1970.64
## 1378      12500.000           2738.00          339.00     2064.00     940.00
## 1379       2400.350           1947.00          236.00     1100.00    1116.00
## 1380       8000.000           2400.00          500.00     1000.00     500.00
## 1381      13810.000           3575.00          500.00     4000.00     915.00
## 1382       6000.000           3035.78          107.82      500.00    1000.00
## 1383      20000.000           4000.00          800.00     1000.00     500.00
## 1384       7394.810           1405.96          190.05      600.00    1800.00
## 1385      45000.000           4458.22          313.57     1796.73    2403.00
## 1386       8814.570           3278.00          300.00     3000.00    1400.00
## 1387      16234.130           1856.00          171.00     1590.00    1006.00
## 1388       4080.000           3932.21          359.41     2276.52    1200.00
## 1389       7511.060           2251.18          578.91     2805.00     733.00
## 1390       1271.220           1945.52          189.02      830.00     198.38
## 1391      27388.770           1368.00          124.00      966.68    1619.74
## 1392       5341.480           3312.00          317.00     1730.00     502.00
## 1393      17949.900           8764.25          206.54     6064.80    3040.80
## 1394      22759.000           3373.16          294.29     2030.00     850.00
## 1395       2227.000           2158.88          155.39     1399.44    1244.78
## 1396       8500.000           4900.00          435.00     2600.00     835.00
## 1397       6633.000           2600.00          236.00     1080.00     620.00
## 1398       5098.000           2200.00          149.00      550.00    1560.00
## 1399       7200.000           3818.87          326.08     3317.88    1128.00
## 1400      37937.400           3927.14          183.40     3160.00     850.00
##         prix   ID  taille_cat   PREV_lm IP_95_INF_lm IP_95_SUP_lm        RES_lm
## 1     489000    1 ≤ 1 000 000  468343.4  -63842.0065    1000528.8    20656.5975
## 2     269000    2 ≤ 1 000 000  620351.1   87967.1714    1152735.1  -351351.1218
## 3     749900    3 ≤ 1 000 000  702459.1  170147.8941    1234770.3    47440.9174
## 4     399000    4 ≤ 1 000 000  428428.9 -103776.5223     960634.3   -29428.9015
## 5     550000    5 ≤ 1 000 000  523242.4   -8952.3755    1055437.3    26757.5552
## 6     360000    6 ≤ 1 000 000  264401.4 -267977.2820     796780.0    95598.6342
## 7     305000    7 ≤ 1 000 000  327770.8 -204539.4958     860081.1   -22770.8017
## 8     374000    8 ≤ 1 000 000  495175.6  -36979.0314    1027330.3  -121175.6447
## 9     685000    9 ≤ 1 000 000  855675.5  323255.0078    1388095.9  -170675.4780
## 10    315000   10 ≤ 1 000 000  274686.2 -257686.2816     807058.6    40313.8359
## 11    848000   11 ≤ 1 000 000  593230.7   61045.6251    1125415.7   254769.3175
## 12    479900   12 ≤ 1 000 000  470371.7  -61820.0302    1002563.5     9528.2877
## 13    550000   13 ≤ 1 000 000  714871.7  182393.7263    1247349.7  -164871.7354
## 14    585000   14 ≤ 1 000 000  477924.9  -54236.0410    1010085.8   107075.1341
## 15   1849000   15 ≤ 1 000 000 1226237.2  692442.0564    1760032.3   622762.7987
## 16    398000   16 ≤ 1 000 000  440412.5  -91788.9996     972614.0   -42412.5105
## 17    699000   17 ≤ 1 000 000  667977.3  135657.2686    1200297.3    31022.7002
## 18    799000   18 ≤ 1 000 000 1169128.9  635316.4066    1702941.5  -370128.9284
## 19    630000   19 ≤ 1 000 000  494180.7  -38003.3404    1026364.8   135819.2894
## 20    649500   20 ≤ 1 000 000  475444.9  -56743.6731    1007633.5   174055.1023
## 21    125000   21 ≤ 1 000 000  224896.7 -307713.6037     757507.0   -99896.6788
## 22    339500   22 ≤ 1 000 000  372219.9 -160023.4834     904463.3   -32719.8937
## 23    545000   23 ≤ 1 000 000  581801.0   49644.5470    1113957.4   -36800.9809
## 24    250000   24 ≤ 1 000 000  245832.5 -286576.7477     778241.8     4167.4622
## 25   1699000   25 ≤ 1 000 000 1207462.3  673488.7018    1741435.9   491537.7172
## 26    194900   26 ≤ 1 000 000  212444.6 -320033.1976     744922.3   -17544.5674
## 27    374900   27 ≤ 1 000 000  403786.8 -128533.6546     936107.2   -28886.7512
## 28    684900   28 ≤ 1 000 000  629373.3   97208.6352    1161538.0    55526.6896
## 29    300000   29 ≤ 1 000 000  398338.1 -134147.9691     930824.2   -98338.1213
## 30    399900   30 ≤ 1 000 000  340203.6 -192073.8166     872481.0    59696.3908
## 31    260000   31 ≤ 1 000 000  478449.4  -53716.4588    1010615.2  -218449.3837
## 32    795000   32 ≤ 1 000 000  962066.6  429302.7415    1494830.4  -167066.5883
## 33   1249000   33 ≤ 1 000 000  791566.9  259038.3348    1324095.4   457433.1495
## 34    499000   34 ≤ 1 000 000  633168.4  100998.7293    1165338.1  -134168.4132
## 35    477900   35 ≤ 1 000 000  670522.9  138101.6481    1202944.1  -192622.8545
## 36    229000   36 ≤ 1 000 000  295918.8 -236439.4273     828277.0   -66918.8056
## 37    389000   37 ≤ 1 000 000  474844.4  -57560.6380    1007249.4   -85844.3702
## 38    215000   38 ≤ 1 000 000  486667.4  -45685.1241    1019019.9  -271667.3748
## 39    169000   39 ≤ 1 000 000  355921.2 -176446.1218     888288.6  -186921.2472
## 40    619000   40 ≤ 1 000 000  501204.0  -30983.8871    1033392.0   117795.9593
## 41    234500   41 ≤ 1 000 000  340536.0 -191737.6095     872809.5  -106035.9638
## 42    375000   42 ≤ 1 000 000  406978.2 -125251.1559     939207.6   -31978.2338
## 43    325000   43 ≤ 1 000 000  433943.3  -98249.1494     966135.7  -108943.2857
## 44    264500   44 ≤ 1 000 000  249527.9 -282931.0036     781986.9    14972.0692
## 45    305000   45 ≤ 1 000 000  389485.6 -142737.4502     921708.7   -84485.6137
## 46    397000   46 ≤ 1 000 000  386804.2 -145428.1031     919036.6    10195.7548
## 47    368000   47 ≤ 1 000 000  462994.0  -69177.3580     995165.3   -94993.9766
## 48   3499000   48 > 1 000 000 2798007.7 2233437.9240    3362577.5   700992.2898
## 49    359000   49 ≤ 1 000 000  498293.8  -33864.6230    1030452.3  -139293.8488
## 50    629900   50 ≤ 1 000 000  519282.4  -12866.9967    1051431.9   110617.5695
## 51    391000   51 ≤ 1 000 000  343167.7 -189186.0707     875521.5    47832.2805
## 52    459000   52 ≤ 1 000 000  514231.7  -17925.2372    1046388.6   -55231.7011
## 53    397000   53 ≤ 1 000 000  413840.1 -118399.4919     946079.7   -16840.1086
## 54    465000   54 ≤ 1 000 000  477591.3  -54580.2324    1009762.8   -12591.2963
## 55    520000   55 ≤ 1 000 000  786413.4  254103.3752    1318723.4  -266413.4092
## 56    761500   56 > 1 000 000 1068394.4  525159.5862    1611629.1  -306894.3565
## 57    844000   57 ≤ 1 000 000  494464.0  -37718.2082    1026646.1   349536.0315
## 58    999999   58 ≤ 1 000 000  650071.3  117856.0048    1182286.5   349927.7296
## 59    429000   59 ≤ 1 000 000  421732.1 -110462.2966     953926.5     7267.9172
## 60    975000   60 ≤ 1 000 000  518995.7  -13210.8338    1051202.3   456004.2910
## 61    599999   61 ≤ 1 000 000  906910.3  374150.3847    1439670.3  -306911.3455
## 62    430000   62 ≤ 1 000 000  681470.5  149110.3363    1213830.7  -251470.5009
## 63    385000   63 ≤ 1 000 000  354444.2 -177847.7350     886736.0    30555.8489
## 64    648000   64 ≤ 1 000 000  572451.4   40296.2592    1104606.5    75548.6033
## 65    235000   65 ≤ 1 000 000  346649.5 -185773.7442     879072.8  -111649.5067
## 66    330000   66 ≤ 1 000 000  865161.8  332401.8712    1397921.7  -535161.8088
## 67    825000   67 ≤ 1 000 000  686950.2  154726.6636    1219173.7   138049.8113
## 68    450000   68 ≤ 1 000 000  371659.9 -160662.3853     903982.2    78340.1069
## 69    739900   69 ≤ 1 000 000  493250.9  -38912.8877    1025414.6   246649.1314
## 70    239000   70 ≤ 1 000 000  386421.2 -146124.3135     918966.7  -147421.1686
## 71    485000   71 ≤ 1 000 000  406333.1 -125901.9747     938568.2    78666.8838
## 72    399900   72 ≤ 1 000 000  368419.4 -163820.4000     900659.3    31480.5669
## 73    485000   73 ≤ 1 000 000  389093.7 -143163.1773     921350.5    95906.3417
## 74   1111000   74 ≤ 1 000 000  821058.7  288699.3776    1353418.1   289941.2791
## 75    469000   75 ≤ 1 000 000  524843.2   -7703.7322    1057390.2   -55843.2404
## 76    435000   76 ≤ 1 000 000  357287.7 -175083.3121     889658.6    77712.3316
## 77    210000   77 ≤ 1 000 000  377510.9 -154902.0798     909923.8  -167510.8834
## 78    575000   78 ≤ 1 000 000  681899.5  149602.1618    1214196.9  -106899.5446
## 79    595000   79 ≤ 1 000 000  677347.7  145154.4696    1209541.0   -82347.7479
## 80    558000   80 ≤ 1 000 000  427856.8 -104331.8190     960045.5   130143.1568
## 81    237000   81 ≤ 1 000 000  319220.2 -213080.5433     851521.0   -82220.2256
## 82    698500   82 ≤ 1 000 000  486912.3  -45256.6681    1019081.2   211587.7224
## 83    350000   83 ≤ 1 000 000  341257.0 -191051.8598     873566.0     8742.9506
## 84    399000   84 ≤ 1 000 000  525177.8   -7018.6643    1057374.2  -126177.7775
## 85    288000   85 ≤ 1 000 000  310910.6 -221399.4378     843220.6   -22910.6016
## 86    324900   86 ≤ 1 000 000  418139.2 -114097.3808     950375.7   -93239.1715
## 87    680000   87 ≤ 1 000 000  742495.5  210014.2641    1274976.7   -62495.4893
## 88    509900   88 ≤ 1 000 000  496947.5  -35287.4505    1029182.5    12952.4548
## 89    674900   89 ≤ 1 000 000  524873.4   -7279.7781    1057026.6   150026.5991
## 90    619000   90 ≤ 1 000 000  530392.4   -1791.8239    1062576.7    88607.5800
## 91    169000   91 ≤ 1 000 000  221004.1 -311453.9614     753462.2   -52004.1224
## 92    520000   92 ≤ 1 000 000  544866.3   12594.3953    1077138.1   -24866.2531
## 93    800000   93 ≤ 1 000 000  900376.1  367264.1864    1433488.0  -100376.0689
## 94    310000   94 ≤ 1 000 000  398276.1 -133935.8661     930488.0   -88276.0622
## 95    597000   95 ≤ 1 000 000  481175.6  -51043.8169    1013395.0   115824.4169
## 96    580000   96 ≤ 1 000 000  368137.6 -164103.4805     900378.7   211862.3680
## 97    899000   97 ≤ 1 000 000  582248.2   50008.9990    1114487.4   316751.8245
## 98    339000   98 ≤ 1 000 000  377999.5 -154281.7652     910280.8   -38999.4930
## 99    410000   99 ≤ 1 000 000  421658.1 -110548.5561     953864.8   -11658.1272
## 100   889000  100 ≤ 1 000 000  546140.4   13993.9463    1078286.8   342859.6330
## 101   642888  101 ≤ 1 000 000  533451.5    1304.4271    1065598.6   109436.5023
## 102   624000  102 ≤ 1 000 000  803927.6  271142.3034    1336713.0  -179927.6362
## 103   595000  103 ≤ 1 000 000  494557.2  -37741.5729    1026855.9   100442.8178
## 104   300000  104 ≤ 1 000 000  675815.5  143544.5219    1208086.5  -375815.5196
## 105   379000  105 ≤ 1 000 000  678554.7  146213.5793    1210895.8  -299554.6980
## 106   679000  106 ≤ 1 000 000  458195.0  -74040.1480     990430.2   220804.9944
## 107   345000  107 ≤ 1 000 000  630715.2   98468.3601    1162962.1  -285715.2216
## 108   479000  108 ≤ 1 000 000  527391.8   -4755.8522    1059539.5   -48391.8340
## 109   255000  109 ≤ 1 000 000  468855.5  -63718.9911    1001430.0  -213855.4970
## 110   299999  110 ≤ 1 000 000  328883.1 -203717.0028     861483.1   -28884.0652
## 111   499000  111 ≤ 1 000 000  624618.7   92391.0499    1156846.4  -125618.7384
## 112   499000  112 ≤ 1 000 000  635087.6  102917.2087    1167257.9  -136087.5664
## 113   210000  113 ≤ 1 000 000  351275.2 -181080.4525     883630.8  -141275.1564
## 114   499000  114 ≤ 1 000 000  490860.8  -41454.4515    1023176.0     8139.2053
## 115   649900  115 ≤ 1 000 000  527796.5   -4351.5469    1059944.6   122103.4870
## 116   425000  116 ≤ 1 000 000  300095.8 -232240.1368     832431.7   124904.2373
## 117   409900  117 ≤ 1 000 000  441699.6  -90493.1915     973892.5   -31799.6417
## 118   499000  118 ≤ 1 000 000  513789.4  -18440.4215    1046019.2   -14789.4018
## 119   999995  119 ≤ 1 000 000  620080.1   87716.1602    1152444.1   379914.8931
## 120   525000  120 ≤ 1 000 000  420864.2 -111329.7954     953058.2   104135.8161
## 121   370000  121 ≤ 1 000 000  307305.1 -225046.2703     839656.4    62694.9389
## 122   925000  122 ≤ 1 000 000  993818.1  460958.1874    1526678.1   -68818.1339
## 123   399900  123 ≤ 1 000 000  408522.4 -123690.2762     940735.2    -8622.4455
## 124   471000  124 ≤ 1 000 000  420425.0 -111769.8850     952619.9    50574.9691
## 125   360000  125 ≤ 1 000 000  441436.7  -90808.8149     973682.3   -81436.7433
## 126   396000  126 ≤ 1 000 000  353413.9 -178887.9794     885715.7    42586.1438
## 127  1245000  127 ≤ 1 000 000 1134924.5  601794.5806    1668054.3   110075.5476
## 128   625000  128 ≤ 1 000 000  626152.8   93833.2865    1158472.3    -1152.7762
## 129   985000  129 ≤ 1 000 000 1191230.7  657808.8036    1724652.5  -206230.6637
## 130  1100000  130 ≤ 1 000 000  862298.0  329846.1885    1394749.7   237702.0386
## 131   458000  131 ≤ 1 000 000  326614.6 -205685.3941     858914.5   131385.4438
## 132   479000  132 ≤ 1 000 000  393424.0 -138819.6448     925667.7    85575.9708
## 133   489000  133 ≤ 1 000 000  876877.3  344121.6179    1409633.1  -387877.3429
## 134   312000  134 ≤ 1 000 000  386136.7 -146085.7033     918359.1   -74136.7127
## 135   649000  135 ≤ 1 000 000  846062.9  313550.9440    1378574.9  -197062.9146
## 136   469900  136 ≤ 1 000 000  399814.6 -132395.6657     932024.8    70085.4495
## 137  1375000  137 ≤ 1 000 000  964910.4  432269.0639    1497551.8   410089.5606
## 138   459000  138 ≤ 1 000 000  570323.7   38174.7357    1102472.7  -111323.7389
## 139   425000  139 ≤ 1 000 000  385329.9 -146908.7367     917568.5    39670.0998
## 140   420000  140 ≤ 1 000 000  448460.9  -83726.3304     980648.1   -28460.8623
## 141   272000  141 ≤ 1 000 000  307944.8 -224495.2118     840384.8   -35944.7773
## 142   269500  142 ≤ 1 000 000  444294.0  -87979.7390     976567.8  -174794.0215
## 143  1090000  143 ≤ 1 000 000  856492.3  324007.5541    1388977.1   233507.6655
## 144  1550000  144 ≤ 1 000 000  601949.5   69785.2291    1134113.8   948050.4729
## 145   275000  145 ≤ 1 000 000  551158.2   18846.4655    1083470.0  -276158.2417
## 146   749000  146 ≤ 1 000 000  583928.6   51761.4958    1116095.8   165071.3613
## 147   519900  147 ≤ 1 000 000  115488.7 -417212.7218     648190.2   404411.2726
## 148   315000  148 ≤ 1 000 000  229304.2 -303137.9316     761746.3    85695.8132
## 149   412500  149 ≤ 1 000 000  519720.7  -12466.5620    1051908.1  -107220.7463
## 150   525000  150 ≤ 1 000 000  613099.3   80908.8754    1145289.8   -88099.3135
## 151   260000  151 ≤ 1 000 000  352761.0 -179497.2075     885019.2   -92760.9737
## 152   550000  152 ≤ 1 000 000  759221.0  226323.2665    1292118.7  -209220.9739
## 153   400000  153 ≤ 1 000 000  422165.8 -110357.5543     954689.1   -22165.7672
## 154   145000  154 ≤ 1 000 000  238397.1 -294107.1370     770901.3   -93397.0911
## 155   500000  155 ≤ 1 000 000  412926.9 -119331.9645     945185.8    87073.0627
## 156   320000  156 ≤ 1 000 000  420556.2 -112161.7431     953274.2  -100556.2167
## 157   644900  157 ≤ 1 000 000  708586.1  176343.1180    1240829.0   -63686.0779
## 158   445000  158 ≤ 1 000 000  410951.6 -121256.0579     943159.2    34048.4338
## 159   369000  159 ≤ 1 000 000  440550.9  -91629.3421     972731.2   -71550.9183
## 160   538000  160 ≤ 1 000 000  589965.6   57730.2621    1122201.0   -51965.6213
## 161   834900  161 ≤ 1 000 000  612443.3   80285.6073    1144601.0   222456.6766
## 162   525000  162 ≤ 1 000 000  387042.5 -145208.7316     919293.8   137957.4627
## 163   379900  163 ≤ 1 000 000  496670.8  -35580.5494    1028922.1  -116770.7881
## 164  1249000  164 ≤ 1 000 000 1327127.8  792508.5637    1861747.0   -78127.7679
## 165   625000  165 ≤ 1 000 000  443631.2  -88548.6523     975811.1   181368.7949
## 166   240000  166 ≤ 1 000 000  531665.0    -531.4303    1063861.3  -291664.9553
## 167   499000  167 ≤ 1 000 000  443398.1  -88782.1848     975578.3    55601.9410
## 168   559000  168 ≤ 1 000 000  555354.6   23205.6102    1087503.6     3645.4186
## 169   489000  169 ≤ 1 000 000  929043.0  396454.7900    1461631.3  -440043.0437
## 170   269000  170 ≤ 1 000 000  305644.2 -226686.9839     837975.4   -36644.2243
## 171   259000  171 ≤ 1 000 000  342775.4 -189500.2427     875051.0   -83775.3708
## 172   474900  172 ≤ 1 000 000  702459.1  170147.8941    1234770.3  -227559.0826
## 173   995000  173 ≤ 1 000 000  732892.5  200617.7634    1265167.3   262107.4740
## 174   349000  174 ≤ 1 000 000  409033.2 -123193.3354     941259.7   -60033.2043
## 175   460000  175 ≤ 1 000 000  697601.5  165366.2136    1229836.9  -237601.5326
## 176   350000  176 ≤ 1 000 000  329898.8 -202447.3260     862244.8    20101.2403
## 177   400000  177 ≤ 1 000 000  325281.1 -207040.3234     857602.6    74718.8801
## 178   329000  178 ≤ 1 000 000  478572.7  -53681.7489    1010827.1  -149572.6741
## 179   399900  179 ≤ 1 000 000  612626.4   80426.3889    1144826.4  -212726.3797
## 180   620000  180 ≤ 1 000 000  483563.7  -48629.4365    1015756.7   136436.3466
## 181   949000  181 ≤ 1 000 000 1068812.4  534927.4240    1602697.3  -119812.3868
## 182   868999  182 ≤ 1 000 000  714688.3  182291.3562    1247085.2   154310.7166
## 183  6500000  183 > 1 000 000 2137466.4 1592900.1481    2682032.6  4362533.6370
## 184  1298000  184 ≤ 1 000 000  919446.3  386701.8317    1452190.7   378553.7113
## 185   415000  185 ≤ 1 000 000  442917.8  -89304.4200     975140.1   -27917.8245
## 186   765500  186 ≤ 1 000 000  453120.5  -79362.1793     985603.1   312379.5389
## 187   220000  187 ≤ 1 000 000  332825.3 -199464.7156     865115.4  -112825.3220
## 188   455000  188 ≤ 1 000 000  988289.2  455003.0111    1521575.5  -533289.2410
## 189   189000  189 ≤ 1 000 000  218513.9 -314003.4584     751031.3   -29513.9000
## 190  1385000  190 ≤ 1 000 000 1082136.4  549109.6269    1615163.2   302863.6005
## 191   449000  191 ≤ 1 000 000  563588.0   30914.8603    1096261.2  -114588.0194
## 192   320000  192 ≤ 1 000 000  394408.1 -137810.6470     926626.8   -74408.0683
## 193   349000  193 ≤ 1 000 000  454805.2  -77382.6202     986993.0  -105805.1854
## 194   369000  194 ≤ 1 000 000  383767.2 -148457.9294     915992.4   -14767.2126
## 195   750000  195 ≤ 1 000 000  749624.2  217103.5622    1282144.9      375.7812
## 196   405000  196 ≤ 1 000 000  427856.8 -104331.8190     960045.5   -22856.8432
## 197   599000  197 > 1 000 000 1951967.4 1408186.7972    2495748.0 -1352967.3980
## 198   425000  198 ≤ 1 000 000  609008.6   76678.2231    1141339.0  -184008.6171
## 199   390000  199 ≤ 1 000 000  519865.0  -12342.4630    1052072.5  -129865.0432
## 200   599900  200 ≤ 1 000 000  603236.8   70928.7141    1135544.8    -3336.7571
## 201   699000  201 ≤ 1 000 000  517327.0  -14829.0023    1049483.0   181673.0198
## 202   569500  202 ≤ 1 000 000  528469.9   -3677.8370    1060617.6    41030.1340
## 203   999000  203 ≤ 1 000 000  613321.7   81142.5888    1145500.9   385678.2716
## 204   439000  204 ≤ 1 000 000  493392.8  -39447.0310    1026232.6   -54392.8067
## 205   670000  205 ≤ 1 000 000  597661.6   65486.7844    1129836.4    72338.3891
## 206   339000  206 ≤ 1 000 000  277042.6 -255374.2822     809459.5    61957.3995
## 207   359500  207 ≤ 1 000 000  506088.6  -26086.8254    1038264.1  -146588.6203
## 208   800000  208 ≤ 1 000 000  610086.6   77855.0943    1142318.0   189913.4392
## 209   424900  209 ≤ 1 000 000  346334.9 -185983.7686     878653.7    78565.0558
## 210   333000  210 ≤ 1 000 000  353222.3 -179034.1252     885478.8   -20222.3179
## 211   199900  211 ≤ 1 000 000  357431.2 -174849.1432     889711.5  -157531.1775
## 212   950000  212 ≤ 1 000 000  928043.6  395473.0595    1460614.2    21956.3768
## 213   680000  213 ≤ 1 000 000  677106.1  143901.0530    1210311.2     2893.8875
## 214   500000  214 ≤ 1 000 000  802173.6  269705.2059    1334642.0  -302173.5806
## 215   255000  215 ≤ 1 000 000  543488.1   11065.1854    1075911.1  -288488.1373
## 216   659000  216 ≤ 1 000 000  542171.6    9730.2636    1074613.0   116828.3834
## 217   395000  217 ≤ 1 000 000  329611.8 -202771.3845     861995.1    65388.1620
## 218   569000  218 ≤ 1 000 000  451468.6  -80705.2519     983642.4   117531.4475
## 219   560000  219 ≤ 1 000 000  486948.9  -45210.8707    1019108.7    73051.0994
## 220   895000  220 ≤ 1 000 000  852864.6  320002.3965    1385726.7    42135.4490
## 221   335000  221 ≤ 1 000 000  300952.7 -231465.0372     833370.4    34047.3391
## 222   200000  222 ≤ 1 000 000  302940.8 -229450.2311     835331.8  -102940.7899
## 223   549000  223 ≤ 1 000 000  517146.1  -15044.2416    1049336.4    31853.9093
## 224   749000  224 ≤ 1 000 000  740827.0  207887.2233    1273766.7     8173.0313
## 225   749000  225 ≤ 1 000 000  627327.3   95158.6528    1159495.9   121672.7344
## 226   140000  226 ≤ 1 000 000  446583.8  -85667.8160     978835.5  -306583.8279
## 227   200000  227 ≤ 1 000 000  272148.8 -260266.7058     804564.3   -72148.7935
## 228   980000  228 ≤ 1 000 000  857318.8  324756.6091    1389881.0   122681.1920
## 229   429000  229 ≤ 1 000 000  337247.3 -195056.0446     869550.7    91752.6766
## 230   629000  230 ≤ 1 000 000  405479.7 -126743.4954     937703.0   223520.2599
## 231   425000  231 ≤ 1 000 000  486553.2  -45669.2645    1018775.6   -61553.1624
## 232   239500  232 ≤ 1 000 000  643534.2  111154.4088    1175914.1  -404034.2324
## 233   300000  233 ≤ 1 000 000  379878.0 -152355.5560     912111.6   -79878.0132
## 234   279900  234 ≤ 1 000 000  595070.1   62756.6918    1127383.6  -315170.1478
## 235   425000  235 ≤ 1 000 000  606680.4   73975.1524    1139385.7  -181680.4106
## 236   499000  236 ≤ 1 000 000  602674.6   70261.3826    1135087.7  -103674.5562
## 237   955000  237 ≤ 1 000 000 1228061.3  693223.8767    1762898.7  -273061.2691
## 238   544900  238 ≤ 1 000 000  506245.0  -25931.5644    1038421.6    38655.0010
## 239   535000  239 ≤ 1 000 000  439975.8  -92213.2832     972164.8    95024.2251
## 240   659000  240 ≤ 1 000 000  750868.9  218599.5449    1283138.2   -91868.8613
## 241   485000  241 ≤ 1 000 000  500383.6  -31812.6975    1032580.0   -15383.6316
## 242   639900  242 ≤ 1 000 000  670290.0  138093.9367    1202486.0   -30389.9932
## 243   424900  243 ≤ 1 000 000  483581.4  -48787.4819    1015950.2   -58681.3814
## 244   725000  244 ≤ 1 000 000  589491.0   57339.9777    1121642.0   135508.9915
## 245   549000  245 ≤ 1 000 000  607522.2   75326.5004    1139718.0   -58522.2489
## 246   325000  246 ≤ 1 000 000  283684.5 -248664.6655     816033.7    41315.4914
## 247   399000  247 ≤ 1 000 000  509180.5  -23014.9813    1041375.9  -110180.4705
## 248   399000  248 ≤ 1 000 000  542657.9   10314.2477    1075001.5  -143657.8661
## 249   849999  249 ≤ 1 000 000  570965.0   38325.1447    1103604.9   279033.9715
## 250   350000  250 ≤ 1 000 000  580818.0   48668.8016    1112967.3  -230818.0298
## 251   650000  251 ≤ 1 000 000  797708.2  265233.4556    1330182.9  -147708.1883
## 252   599500  252 ≤ 1 000 000  691682.7  159413.4328    1223951.9   -92182.6649
## 253   259900  253 ≤ 1 000 000  299048.0 -233292.4176     831388.4   -39148.0081
## 254  2100000  254 ≤ 1 000 000  896592.4  364025.7257    1429159.0  1203407.6355
## 255   648900  255 ≤ 1 000 000  698363.7  165503.2507    1231224.1   -49463.6944
## 256   845000  256 ≤ 1 000 000  651336.5  119142.3306    1183530.7   193663.4963
## 257   400000  257 ≤ 1 000 000  957311.4  424172.1399    1490450.7  -557311.4238
## 258   550000  258 ≤ 1 000 000  466456.9  -65728.3792     998642.2    83543.1041
## 259   669000  259 ≤ 1 000 000  855629.2  323214.7709    1388043.6  -186629.1717
## 260   550000  260 ≤ 1 000 000  572767.1   40539.6987    1104994.6   -22767.1329
## 261   519900  261 ≤ 1 000 000  480825.4  -51339.3974    1012990.2    39074.6077
## 262   275000  262 ≤ 1 000 000  335598.9 -196782.1806     867980.0   -60598.9157
## 263   189000  263 ≤ 1 000 000  335343.7 -196935.3264     867622.8  -146343.7194
## 264   439000  264 ≤ 1 000 000  464864.4  -67312.5639     997041.4   -25864.4048
## 265   150000  265 ≤ 1 000 000  519282.4  -12866.9967    1051431.9  -369282.4305
## 266   419000  266 ≤ 1 000 000  412364.5 -119865.0575     944594.1     6635.5027
## 267   649000  267 ≤ 1 000 000  542447.4   10234.9363    1074659.8   106552.6097
## 268   768000  268 ≤ 1 000 000  545782.5   13454.0649    1078110.9   222217.5179
## 269   739000  269 ≤ 1 000 000  632145.4   99979.4001    1164311.3   106854.6327
## 270   599000  270 ≤ 1 000 000  440667.9  -91519.8034     972855.6   158332.0851
## 271   475000  271 ≤ 1 000 000  482997.0  -49290.2937    1015284.2    -7996.9649
## 272   579000  272 ≤ 1 000 000  515815.0  -16370.3916    1048000.3    63185.0271
## 273   675000  273 ≤ 1 000 000  649527.8  117349.9409    1181705.7    25472.1815
## 274   479000  274 ≤ 1 000 000  462617.7  -69564.4426     994799.8    16382.3006
## 275   350000  275 ≤ 1 000 000  452928.7  -79254.6287     985112.1  -102928.7295
## 276   799000  276 ≤ 1 000 000  823325.9  290938.0667    1355713.7   -24325.8901
## 277   739000  277 ≤ 1 000 000  579629.6   47438.5113    1111820.7   159370.4151
## 278   889000  278 ≤ 1 000 000  799172.5  266751.0309    1331594.1    89827.4505
## 279   465000  279 ≤ 1 000 000  365111.0 -167312.9112     897535.0    99888.9572
## 280   750000  280 > 1 000 000 2233488.2 1688502.2450    2778474.1 -1483488.1764
## 281   350000  281 ≤ 1 000 000  378949.5 -153316.2102     911215.1   -28949.4571
## 282   359000  282 ≤ 1 000 000  389963.0 -142285.9902     922212.0   -30962.9845
## 283   575000  283 ≤ 1 000 000  444313.4  -87917.3696     976544.1   130686.6477
## 284   575000  284 ≤ 1 000 000  483645.4  -48517.5713    1015808.3    91354.6111
## 285   287000  285 ≤ 1 000 000  316300.8 -216008.7017     848610.2   -29300.7616
## 286   735000  286 ≤ 1 000 000  597008.2   64853.7840    1129162.7   137991.7661
## 287   365000  287 ≤ 1 000 000  396027.9 -136224.8062     928280.6   -31027.8912
## 288   564000  288 ≤ 1 000 000  471405.9  -60777.1071    1003588.9    92594.1190
## 289   239800  289 ≤ 1 000 000  340192.4 -192080.4407     872465.3  -100392.4229
## 290   250000  290 ≤ 1 000 000  465854.3  -66726.2258     998434.8  -215854.2681
## 291   250000  291 ≤ 1 000 000  419823.9 -112471.3306     952119.2  -169823.9303
## 292   589000  292 ≤ 1 000 000  403622.3 -128970.6571     936215.3   185377.6632
## 293   775000  293 ≤ 1 000 000  713908.1  181443.8001    1246372.4    61091.8850
## 294  1289000  294 ≤ 1 000 000 1660778.0 1121929.2626    2199626.7  -371777.9753
## 295   650000  295 ≤ 1 000 000  815621.2  283220.2264    1348022.1  -165621.1712
## 296   495000  296 ≤ 1 000 000  494322.8  -37836.2079    1026481.9      677.1650
## 297   449800  297 ≤ 1 000 000  459177.0  -73101.0905     991455.0    -9376.9769
## 298  1500000  298 ≤ 1 000 000  984010.9  451114.0757    1516907.8   515989.0692
## 299   335000  299 ≤ 1 000 000  463579.8  -68875.6989     996035.3  -128579.7914
## 300   575000  300 ≤ 1 000 000  743936.8  211670.9637    1276202.7  -168936.8324
## 301   669000  301 ≤ 1 000 000  476798.1  -55395.1049    1008991.2   192201.9406
## 302   349000  302 ≤ 1 000 000  552195.4   19844.2013    1084546.7  -203195.4487
## 303   549500  303 ≤ 1 000 000  716622.6  183512.5471    1249732.7  -167122.6385
## 304   369900  304 ≤ 1 000 000  368680.9 -163577.4386     900939.3     1219.0843
## 305   995000  305 ≤ 1 000 000  814442.4  282025.5834    1346859.3   180557.5622
## 306   799550  306 ≤ 1 000 000  460868.5  -71637.2547     993374.2   338681.5178
## 307   799999  307 ≤ 1 000 000  521658.4  -10504.4930    1053821.4   278340.5610
## 308   460000  308 ≤ 1 000 000  609507.1   77235.6138    1141778.6  -149507.0887
## 309   479000  309 ≤ 1 000 000  492954.8  -39359.2977    1025268.9   -13954.8179
## 310   515000  310 ≤ 1 000 000  400170.9 -132042.6257     932384.3   114829.1471
## 311   539000  311 ≤ 1 000 000  570323.7   38174.7357    1102472.7   -31323.7389
## 312   315000  312 ≤ 1 000 000  448788.7  -83611.8515     981189.3  -133788.7473
## 313   479000  313 ≤ 1 000 000  332607.7 -199679.2361     864894.7   146392.2568
## 314   429000  314 ≤ 1 000 000  543936.2   11775.1803    1076097.3  -114936.2197
## 315   309500  315 ≤ 1 000 000  278101.9 -254295.5430     810499.4    31398.0637
## 316   179000  316 ≤ 1 000 000  312666.2 -219640.5066     844973.0  -133666.2248
## 317   625000  317 ≤ 1 000 000  686388.8  153906.3919    1218871.2   -61388.7811
## 318   900000  318 ≤ 1 000 000  611713.5   79494.3807    1143932.6   288286.5016
## 319   550000  319 ≤ 1 000 000  436916.0  -95527.5215     969359.4   113084.0445
## 320   548999  320 ≤ 1 000 000  482379.2  -49781.1130    1014539.5    66619.7817
## 321   850000  321 ≤ 1 000 000  580589.6   48413.7029    1112765.5   269410.4002
## 322   999999  322 ≤ 1 000 000  583251.2   51086.3860    1115416.1   416747.7558
## 323   144000  323 ≤ 1 000 000  203739.6 -328751.6475     736230.9   -59739.6319
## 324   799000  324 ≤ 1 000 000  542577.0   10321.0590    1074832.9   256423.0098
## 325   995000  325 ≤ 1 000 000  796049.6  263724.0033    1328375.2   198950.3874
## 326   559900  326 ≤ 1 000 000  453015.3  -79174.5375     985205.2   106884.6751
## 327   395000  327 ≤ 1 000 000  352564.3 -179695.3755     884823.9    42435.7458
## 328   669500  328 ≤ 1 000 000  660687.2  128427.5274    1192946.9     8812.7871
## 329   838000  329 ≤ 1 000 000  682900.6  150690.4014    1215110.9   155099.3534
## 330   284500  330 ≤ 1 000 000  343729.8 -188547.9416     876007.6   -59229.8168
## 331   569000  331 ≤ 1 000 000  578069.0   45882.2322    1110255.7    -9068.9516
## 332   649000  332 ≤ 1 000 000  394746.3 -137486.2348     926978.9   254253.6801
## 333   255000  333 ≤ 1 000 000  524245.5   -8310.5975    1056801.6  -269245.5134
## 334  1300000  334 ≤ 1 000 000  838775.8  306380.8531    1371170.7   461224.2256
## 335  1795000  335 ≤ 1 000 000  533591.8    1436.0896    1065747.6  1261408.1502
## 336   700000  336 ≤ 1 000 000  647345.4  115171.6312    1179519.2    52654.5743
## 337   975000  337 ≤ 1 000 000  964530.3  431283.8427    1497776.8    10469.6758
## 338   299000  338 ≤ 1 000 000  442833.7  -89387.1563     975054.6  -143833.7143
## 339   568000  339 ≤ 1 000 000  452919.9  -79264.7156     985104.4   115080.1492
## 340   469000  340 ≤ 1 000 000  325994.2 -206295.2648     858283.6   143005.8291
## 341   650000  341 ≤ 1 000 000  689395.5  156854.8479    1221936.1   -39395.4749
## 342   648000  342 ≤ 1 000 000  654289.1  122089.3767    1186488.8    -6289.1077
## 343   499000  343 ≤ 1 000 000  441289.7  -90890.0395     973469.5    57710.2918
## 344   574000  344 ≤ 1 000 000  539525.4    7353.1605    1071697.6    34474.6146
## 345   490000  345 ≤ 1 000 000  526002.0   -6229.8869    1058234.0   -36002.0396
## 346   430000  346 ≤ 1 000 000  355789.3 -176492.7833     888071.3    74210.7253
## 347   525000  347 ≤ 1 000 000  431447.0 -100748.2436     963642.3    93552.9784
## 348  1950000  348 ≤ 1 000 000  889926.2  357397.9323    1422454.4  1060073.8282
## 349   275000  349 ≤ 1 000 000  537666.2    5474.4257    1069857.9  -262666.1803
## 350   400000  350 ≤ 1 000 000  648607.8  114555.2888    1182660.3  -248607.8052
## 351   300000  351 ≤ 1 000 000  413116.5 -119105.3174     945338.3  -113116.5089
## 352   335000  352 ≤ 1 000 000  288171.8 -244173.5743     820517.1    46828.2246
## 353   599000  353 ≤ 1 000 000  404880.4 -127557.3343     937318.1   194119.6410
## 354  1195000  354 ≤ 1 000 000 1254154.0  719407.7724    1788900.2   -59153.9816
## 355   749000  355 ≤ 1 000 000  919927.3  387188.4761    1452666.2  -170927.3460
## 356   619000  356 ≤ 1 000 000  621365.0   89194.1402    1153536.0    -2365.0474
## 357   549900  357 ≤ 1 000 000  642935.4  110759.0702    1175111.6   -93035.3527
## 358   350000  358 ≤ 1 000 000  494373.3  -37839.1863    1026585.8  -144373.2829
## 359   729000  359 ≤ 1 000 000  560830.6   28669.4231    1092991.7   168169.4499
## 360   165000  360 ≤ 1 000 000  207455.7 -325081.5047     739992.9   -42455.7065
## 361   415000  361 ≤ 1 000 000  414546.2 -117660.5863     946753.0      453.7787
## 362  1190000  362 ≤ 1 000 000 1042517.5  509441.8252    1575593.1   147482.5128
## 363   689000  363 ≤ 1 000 000  604380.9   71835.7677    1136926.0    84619.1263
## 364   779999  364 ≤ 1 000 000  679895.4  147690.6431    1212100.1   100103.6260
## 365   299900  365 ≤ 1 000 000  389236.7 -142983.2222     921456.6   -89336.6706
## 366   855000  366 ≤ 1 000 000  528346.6   -3850.2302    1060543.4   326653.4244
## 367   300000  367 ≤ 1 000 000  514330.0  -17964.8535    1046624.9  -214330.0389
## 368   788000  368 ≤ 1 000 000  611207.8   79043.0581    1143372.6   176792.1730
## 369   779900  369 ≤ 1 000 000  672450.7  139460.8884    1205440.6   107449.2504
## 370   579900  370 ≤ 1 000 000  872325.5  339831.5205    1404819.6  -292425.5462
## 371   675000  371 ≤ 1 000 000  626100.7   93779.6634    1158421.7    48899.3083
## 372   187000  372 ≤ 1 000 000  332545.6 -199803.3508     864894.6  -145545.6092
## 373  2350000  373 ≤ 1 000 000 1881084.6 1342789.4599    2419379.7   468915.4252
## 374   315000  374 ≤ 1 000 000  426264.0 -105935.5564     958463.5  -111263.9587
## 375   475000  375 ≤ 1 000 000  331469.9 -200822.9766     863762.9   143530.0571
## 376   379000  376 ≤ 1 000 000  393281.9 -138969.4617     925533.3   -14281.9059
## 377   340000  377 ≤ 1 000 000  409853.8 -122360.8141     942068.4   -69853.8100
## 378   490000  378 ≤ 1 000 000  496748.3  -35410.7708    1028907.4    -6748.3081
## 379   180000  379 ≤ 1 000 000  275970.9 -256407.6047     808349.4   -95970.8806
## 380   499000  380 ≤ 1 000 000  818362.4  285621.1344    1351103.7  -319362.4138
## 381   975000  381 ≤ 1 000 000  923510.2  390955.7922    1456064.6    51489.7824
## 382   436900  382 ≤ 1 000 000  419690.2 -112504.6792     951885.1    17209.7662
## 383   416500  383 ≤ 1 000 000  335573.2 -196731.5618     867877.9    80926.8316
## 384   325000  384 ≤ 1 000 000  366929.7 -165314.6764     899174.2   -41929.7453
## 385   499500  385 ≤ 1 000 000  477791.5  -54373.2220    1009956.3    21708.4833
## 386   850000  386 ≤ 1 000 000  642068.6  109754.5529    1174382.6   207931.4168
## 387   278000  387 ≤ 1 000 000  415102.9 -117294.7820     947500.7  -137102.9369
## 388   179900  388 ≤ 1 000 000  239603.1 -292861.9546     772068.2   -59703.1289
## 389  1498000  389 ≤ 1 000 000 1057632.8  524742.8322    1590522.7   440367.2274
## 390    75000  390 ≤ 1 000 000  160778.3 -371804.9327     693361.6   -85778.3353
## 391   294900  391 ≤ 1 000 000  511175.0  -21314.3599    1043664.3  -216274.9936
## 392   329000  392 ≤ 1 000 000  387930.4 -144290.7948     920151.6   -58930.4076
## 393   324900  393 ≤ 1 000 000  341548.5 -190732.0187     873829.0   -16648.5036
## 394   259900  394 ≤ 1 000 000  142920.5 -389697.6394     675538.7   116979.4647
## 395   849000  395 ≤ 1 000 000  590839.9   58622.2876    1123057.5   258160.0951
## 396   649500  396 ≤ 1 000 000  702459.1  170147.8941    1234770.3   -52959.0826
## 397   349000  397 ≤ 1 000 000  377517.9 -154724.6135     909760.4   -28517.9087
## 398   685000  398 ≤ 1 000 000  631134.2   98967.6545    1163300.8    53865.7934
## 399   579000  399 ≤ 1 000 000  458560.3  -73785.3192     990905.9   120439.7097
## 400   589900  400 ≤ 1 000 000  519262.9  -12913.4427    1051439.2    70637.0970
## 401   289000  401 ≤ 1 000 000  406594.8 -125612.5084     938802.0  -117594.7592
## 402   525000  402 ≤ 1 000 000  484125.6  -48066.1737    1016317.3    40874.4271
## 403   162000  403 ≤ 1 000 000  365384.3 -167315.3352     898083.9  -203384.2598
## 404   449000  404 ≤ 1 000 000  646885.7  114695.4702    1179075.9  -197885.7016
## 405   460000  405 ≤ 1 000 000  447787.1  -84400.2903     979974.5    12212.8830
## 406   775000  406 ≤ 1 000 000  717446.0  185218.4570    1249673.5    57554.0024
## 407   899000  407 > 1 000 000 1405704.3  862758.3238    1948650.3  -506704.3247
## 408   789900  408 ≤ 1 000 000  586247.6   53975.1378    1118520.1   203652.3619
## 409   290000  409 ≤ 1 000 000  435004.0  -97353.4529     967361.5  -145004.0111
## 410   405000  410 ≤ 1 000 000  475714.2  -56510.6825    1007939.0   -70714.1631
## 411   510000  411 ≤ 1 000 000  470986.0  -61251.0455    1003223.0    39014.0425
## 412   449000  412 ≤ 1 000 000  421016.8 -111191.5975     953225.2    27983.1867
## 413  1280000  413 ≤ 1 000 000 1055586.0  522700.5981    1588471.5   224413.9597
## 414   675000  414 ≤ 1 000 000  711443.9  179175.3276    1243712.5   -36443.9006
## 415   349000  415 ≤ 1 000 000  418869.6 -113329.7702     951069.0   -69869.6281
## 416   629000  416 ≤ 1 000 000  469261.9  -62909.5570    1001433.5   159738.0518
## 417   439000  417 ≤ 1 000 000  389892.5 -142340.6041     922125.6    49107.4842
## 418   349000  418 ≤ 1 000 000  238337.5 -294112.6808     770787.6   110662.5472
## 419   239000  419 ≤ 1 000 000  296008.3 -236330.8014     828347.4   -57008.3153
## 420   799900  420 ≤ 1 000 000  763537.7  230682.1000    1296393.3    36362.2829
## 421   834900  421 ≤ 1 000 000  676285.5  144066.0848    1208504.9   158614.5047
## 422   499000  422 ≤ 1 000 000  418139.2 -114062.9064     950341.2    80860.8297
## 423   430000  423 ≤ 1 000 000  540123.4    7973.4745    1072273.3  -110123.4110
## 424   475000  424 ≤ 1 000 000  549249.5   17035.3137    1081463.7   -74249.5003
## 425   589000  425 ≤ 1 000 000  539093.4    6805.8596    1071380.9    49906.6413
## 426   799000  426 ≤ 1 000 000  598211.5   65879.8078    1130543.2   200788.4770
## 427   414900  427 ≤ 1 000 000  394292.9 -138006.0677     926591.8    20607.1300
## 428   400000  428 ≤ 1 000 000  575825.9   43235.0721    1108416.8  -175825.9368
## 429   375000  429 ≤ 1 000 000  382108.9 -150128.9997     914346.9    -7108.9359
## 430   995000  430 ≤ 1 000 000  748416.0  215828.4192    1281003.5   246584.0157
## 431  1098000  431 ≤ 1 000 000 1228642.8  694725.9242    1762559.6  -130642.7729
## 432   545000  432 ≤ 1 000 000  425243.1 -106956.8607     957443.1   119756.8674
## 433   519000  433 ≤ 1 000 000  628882.1   95707.4662    1162056.7  -109882.0865
## 434   349000  434 ≤ 1 000 000  268412.8 -263984.5096     800810.0    80587.2325
## 435   150000  435 ≤ 1 000 000  445822.4  -86443.9094     978088.7  -295822.3947
## 436   850000  436 ≤ 1 000 000  620854.6   88684.0566    1153025.2   229145.3657
## 437   279500  437 ≤ 1 000 000  337786.6 -194526.4136     870099.7   -58286.6349
## 438   229000  438 ≤ 1 000 000  627146.8   94952.1779    1159341.4  -398146.7694
## 439   389000  439 ≤ 1 000 000  468241.1  -63931.0570    1000413.3   -79241.1220
## 440   460000  440 ≤ 1 000 000  442434.4  -89747.6809     974616.6    17565.5613
## 441  1098000  441 ≤ 1 000 000  726367.4  194104.0945    1258630.8   371632.5751
## 442   485000  442 ≤ 1 000 000  581330.0   48953.7887    1113706.3   -96330.0254
## 443   318000  443 ≤ 1 000 000  389939.0 -142296.2169     922174.2   -71938.9901
## 444   299000  444 ≤ 1 000 000  630286.2   97981.9728    1162590.4  -331286.1779
## 445   395000  445 ≤ 1 000 000  362972.7 -169273.3057     895218.8    32027.2637
## 446   653000  446 ≤ 1 000 000 1080957.8  547441.0149    1614474.6  -427957.8179
## 447   150000  447 ≤ 1 000 000  406653.8 -125937.2978     939244.9  -256653.7960
## 448   455000  448 ≤ 1 000 000  337634.5 -194780.1431     870049.2   117365.4551
## 449  1980000  449 ≤ 1 000 000 1273516.9  739835.1117    1807198.8   706483.0541
## 450   219000  450 ≤ 1 000 000  279518.1 -252872.3542     811908.5   -60518.0739
## 451   617000  451 ≤ 1 000 000  680494.1  147875.0681    1213113.1   -63494.0685
## 452   514900  452 ≤ 1 000 000  621498.2   89335.8947    1153660.5  -106598.1999
## 453   979000  453 ≤ 1 000 000 1029889.0  496567.3973    1563210.7   -50889.0268
## 454   819000  454 ≤ 1 000 000  550842.2   18694.8868    1082989.6   268157.7670
## 455   190000  455 ≤ 1 000 000  201082.1 -331430.5255     733594.8   -11082.1304
## 456   382000  456 ≤ 1 000 000  393034.3 -139182.8280     925251.5   -11034.3418
## 457  1350000  457 ≤ 1 000 000 1123865.1  589998.2527    1657732.0   226134.8883
## 458   259900  458 ≤ 1 000 000  319690.1 -212627.6867     852007.9   -59790.1023
## 459   429999  459 ≤ 1 000 000  519282.4  -12866.9967    1051431.9   -89283.4305
## 460   498500  460 ≤ 1 000 000  528907.6   -3379.2567    1061194.4   -30407.5918
## 461   469900  461 ≤ 1 000 000  486845.6  -45331.9603    1019023.2   -16945.6031
## 462   375000  462 ≤ 1 000 000  469661.0  -62503.7719    1001825.7   -94660.9571
## 463   269000  463 ≤ 1 000 000  301771.4 -230553.0730     834095.9   -32771.3895
## 464   415000  464 ≤ 1 000 000  292153.9 -240185.2782     824493.1   122846.0694
## 465   525000  465 ≤ 1 000 000  701483.6  169086.6773    1233880.6  -176483.6335
## 466   324900  466 ≤ 1 000 000  322693.2 -209600.6486     854987.1     2206.7964
## 467   379900  467 ≤ 1 000 000  413320.1 -118895.4944     945535.6   -33420.0743
## 468   749000  468 ≤ 1 000 000  658248.7  126063.6962    1190433.8    90751.2604
## 469   639900  469 ≤ 1 000 000  496538.6  -35633.4607    1028710.7   143361.3810
## 470   499000  470 ≤ 1 000 000  385669.2 -146553.9040     917892.3   113330.7960
## 471   649000  471 ≤ 1 000 000  564647.5   32478.6237    1096816.5    84352.4502
## 472   255000  472 ≤ 1 000 000  275545.2 -256833.6051     807924.0   -20545.1866
## 473   389000  473 ≤ 1 000 000  366229.6 -166020.3796     898479.5    22770.4326
## 474   580000  474 ≤ 1 000 000  496109.8  -36125.0213    1028344.6    83890.2281
## 475   149500  475 ≤ 1 000 000  356185.0 -176115.3939     888485.5  -206685.0335
## 476  1999000  476 ≤ 1 000 000 1179420.6  646141.1401    1712700.1   819579.3612
## 477   325000  477 ≤ 1 000 000  854965.1  322396.9967    1387533.3  -529965.1378
## 478   269500  478 ≤ 1 000 000  464033.0  -68261.2061     996327.1  -194532.9536
## 479   899900  479 ≤ 1 000 000  810503.9  278091.8610    1342916.0    89396.0823
## 480   309000  480 ≤ 1 000 000  354520.1 -177739.8452     886780.0   -45520.0978
## 481   265000  481 ≤ 1 000 000  263982.0 -268419.5303     796383.5     1018.0125
## 482   219500  482 ≤ 1 000 000  291219.2 -241119.1313     823557.6   -71719.2099
## 483   440000  483 ≤ 1 000 000  416679.7 -115522.7736     948882.2    23320.3054
## 484   545000  484 ≤ 1 000 000  520875.3  -11292.5090    1053043.1    24124.6851
## 485   645000  485 ≤ 1 000 000  661014.5  128831.6626    1193197.4   -16014.5292
## 486   749000  486 ≤ 1 000 000  589522.1   57321.6855    1121722.5   159477.9251
## 487   660000  487 ≤ 1 000 000  538247.3    6083.8906    1070410.7   121752.6918
## 488   199000  488 ≤ 1 000 000  343863.1 -188407.0353     876133.2  -144863.0682
## 489   499500  489 ≤ 1 000 000  363466.4 -168817.1532     895750.0   136033.5800
## 490   469900  490 ≤ 1 000 000  635035.8  102859.9748    1167211.7  -165135.8350
## 491  1988000  491 ≤ 1 000 000  937249.1  404321.1502    1470177.1  1050750.8986
## 492   145000  492 ≤ 1 000 000  296386.2 -236353.6870     829126.1  -151386.2234
## 493   447000  493 ≤ 1 000 000  586494.2   54329.8444    1118658.6  -139494.2189
## 494   175000  494 ≤ 1 000 000  258792.4 -273788.4382     791373.3   -83792.4481
## 495   529000  495 ≤ 1 000 000  632305.1  100121.3348    1164488.9  -103305.1278
## 496   274500  496 ≤ 1 000 000  344149.1 -188130.7243     876428.9   -69649.0973
## 497   245000  497 ≤ 1 000 000  372685.8 -159561.5904     904933.1  -127685.7753
## 498   725000  498 ≤ 1 000 000  582746.3   50487.2728    1115005.2   142253.7462
## 499   799000  499 ≤ 1 000 000  668724.4  136465.0952    1200983.7   130275.5777
## 500   275000  500 ≤ 1 000 000  453132.3  -79107.0928     985371.7  -178132.3104
## 501   229000  501 ≤ 1 000 000  331123.9 -201252.3828     863500.3  -102123.9489
## 502   445000  502 ≤ 1 000 000  615078.1   82817.7342    1147338.6  -170078.1429
## 503   795000  503 ≤ 1 000 000  825047.6  292455.0503    1357640.1   -30047.5819
## 504   729000  504 ≤ 1 000 000  633289.5  101066.0791    1165512.9    95710.5161
## 505   317500  505 ≤ 1 000 000  389191.3 -143028.3338     921410.9   -71691.2614
## 506   799999  506 ≤ 1 000 000 1524840.6  989967.0453    2059714.2  -724841.6005
## 507   499000  507 ≤ 1 000 000  405371.0 -126911.1713     937653.3    93628.9521
## 508   412000  508 ≤ 1 000 000  453263.1  -78911.0360     985437.2   -41263.0857
## 509   369500  509 ≤ 1 000 000  438453.8  -93783.7945     970691.4   -68953.8101
## 510   399900  510 ≤ 1 000 000  492380.0  -39966.2979    1024726.2   -92479.9576
## 511   745000  511 ≤ 1 000 000  547865.6   15719.1243    1080012.0   197134.4368
## 512   175000  512 ≤ 1 000 000  223263.6 -309186.2789     755713.6   -48263.6491
## 513   798500  513 ≤ 1 000 000  670957.1  138527.5939    1203386.5   127542.9364
## 514   679900  514 ≤ 1 000 000  652551.4  120300.7721    1184802.1    27348.5614
## 515   359800  515 ≤ 1 000 000  324630.1 -207669.4837     856929.7    35169.8903
## 516   522000  516 ≤ 1 000 000  453263.1  -78911.0360     985437.2    68736.9143
## 517   695000  517 ≤ 1 000 000  795796.5  263457.4450    1328135.6  -100796.5201
## 518   494500  518 ≤ 1 000 000  369260.4 -163021.5075     901542.4   125239.5680
## 519   540000  519 ≤ 1 000 000 1057353.7  523882.5328    1590824.8  -517353.6889
## 520   294500  520 ≤ 1 000 000  373530.8 -158703.7362     905765.4   -79030.8467
## 521  1675000  521 ≤ 1 000 000 1974031.7 1434045.6630    2514017.6  -299031.6527
## 522   447000  522 ≤ 1 000 000  468241.1  -63931.0570    1000413.3   -21241.1220
## 523   299000  523 ≤ 1 000 000  328712.6 -203595.2205     861020.5   -29712.6277
## 524   440000  524 ≤ 1 000 000  609440.6   77093.8770    1141787.3  -169440.6108
## 525   395000  525 ≤ 1 000 000  600337.0   68135.1232    1132538.9  -205337.0174
## 526   219000  526 ≤ 1 000 000  447556.1  -84905.8786     980018.1  -228556.1304
## 527   329900  527 ≤ 1 000 000  365738.7 -166510.7196     897988.2   -35838.7324
## 528   498000  528 ≤ 1 000 000  578930.0   46261.2011    1111598.9   -80930.0387
## 529   573000  529 ≤ 1 000 000  466238.9  -66031.6994     998509.5   106761.0820
## 530   391000  530 ≤ 1 000 000  362935.8 -169493.6938     895365.4    28064.1554
## 531   570000  531 ≤ 1 000 000  575665.8   43443.3139    1107888.2    -5665.7697
## 532   599000  532 ≤ 1 000 000  335533.7 -196802.0797     867869.5   263466.2799
## 533   380000  533 ≤ 1 000 000  421518.1 -110714.3263     953750.5   -41518.1061
## 534   368000  534 ≤ 1 000 000  475672.9  -56506.8146    1007852.7  -107672.9344
## 535   690000  535 ≤ 1 000 000  594191.8   61958.3565    1126425.3    95808.1583
## 536   500000  536 ≤ 1 000 000  500238.8  -32021.4572    1032499.2     -238.8470
## 537   154000  537 ≤ 1 000 000  646848.4  114507.9321    1179188.9  -492848.4166
## 538   389000  538 ≤ 1 000 000  472273.4  -59896.1840    1004443.0   -83273.3854
## 539   370000  539 ≤ 1 000 000  405112.6 -127093.2973     937318.6   -35112.6383
## 540   575000  540 ≤ 1 000 000  506581.6  -25623.5477    1038786.8    68418.3756
## 541   269000  541 ≤ 1 000 000  348482.1 -183862.8683     880827.0   -79482.0869
## 542   280000  542 ≤ 1 000 000  405865.2 -126359.1335     938089.5  -125865.1882
## 543   925000  543 ≤ 1 000 000  674866.9  142673.4975    1207060.4   250133.0575
## 544   264000  544 ≤ 1 000 000  450112.8  -82391.7586     982617.4  -186112.8318
## 545   500000  545 ≤ 1 000 000  565209.2   33061.8419    1097356.5   -65209.1537
## 546   398000  546 ≤ 1 000 000  691964.8  159631.5490    1224298.0  -293964.7918
## 547   599900  547 ≤ 1 000 000  554354.2   22203.4307    1086505.0    45545.7788
## 548   209000  548 ≤ 1 000 000  472822.5  -59644.0628    1005289.1  -263822.5050
## 549   189500  549 ≤ 1 000 000  293291.1 -239053.1415     825635.3  -103791.0970
## 550   395000  550 ≤ 1 000 000  410350.1 -121853.5215     942553.8   -15350.1183
## 551   350000  551 ≤ 1 000 000  475378.0  -56802.1534    1007558.2  -125378.0265
## 552   535000  552 ≤ 1 000 000  482408.4  -49772.1258    1014589.0    52591.5853
## 553  1250000  553 ≤ 1 000 000  678217.3  146020.3989    1210414.1   571782.7258
## 554  1329000  554 ≤ 1 000 000 1042946.7  509893.1450    1576000.3   286053.2724
## 555   980000  555 ≤ 1 000 000  785188.2  252882.9267    1317493.5   194811.7800
## 556   325000  556 ≤ 1 000 000  471053.9  -61488.3896    1003596.1  -146053.8731
## 557   529000  557 ≤ 1 000 000  598946.3   66560.6172    1131332.0   -69946.3200
## 558   469000  558 ≤ 1 000 000  307877.1 -224441.7041     840195.9   161122.8806
## 559   330000  559 ≤ 1 000 000  748005.3  215564.3710    1280446.2  -418005.2881
## 560   615000  560 ≤ 1 000 000  499181.6  -33006.8953    1031370.0   115818.4280
## 561   179900  561 ≤ 1 000 000  470529.4  -61937.4294    1002996.1  -290629.3552
## 562   395000  562 ≤ 1 000 000  404237.5 -127998.1827     936473.1    -9237.4833
## 563   900000  563 ≤ 1 000 000  808739.4  276227.4929    1341251.3    91260.5842
## 564   759000  564 ≤ 1 000 000  637126.2  104902.7463    1169349.7   121873.7922
## 565  3300000  565 > 1 000 000 1756614.2 1212382.4792    2300845.8  1543385.8443
## 566   889000  566 ≤ 1 000 000  691716.4  159487.6468    1223945.1   197283.6074
## 567   525000  567 ≤ 1 000 000  589983.9   57707.3901    1122260.3   -64983.8619
## 568   375000  568 ≤ 1 000 000  425956.3 -106233.4078     958146.1   -50956.3468
## 569  1268000  569 ≤ 1 000 000  869202.5  336379.1651    1402025.8   398797.4953
## 570   239900  570 ≤ 1 000 000  322764.1 -209582.8495     855111.1   -82864.1235
## 571   575000  571 ≤ 1 000 000  650826.4  118567.3213    1183085.4   -75826.3850
## 572   389000  572 ≤ 1 000 000  679371.6  147005.5097    1211737.8  -290371.6428
## 573   409000  573 > 1 000 000  866182.1  322291.9712    1410072.3  -457182.1486
## 574   590000  574 ≤ 1 000 000  518212.0  -13944.4663    1050368.4    71788.0414
## 575   299900  575 ≤ 1 000 000  253849.9 -278552.3141     786252.1    46050.1309
## 576   325000  576 ≤ 1 000 000  419728.0 -112468.1573     951924.2   -94728.0402
## 577   670000  577 ≤ 1 000 000  809990.0  277181.3991    1342798.7  -139990.0486
## 578   635000  578 ≤ 1 000 000  600376.5   68186.2815    1132566.6    34623.5343
## 579   735000  579 ≤ 1 000 000  840029.0  307372.2075    1372685.8  -105028.9800
## 580   495000  580 ≤ 1 000 000  594795.1   62640.9333    1126949.2   -99795.0630
## 581   799000  581 ≤ 1 000 000  765424.8  233143.7197    1297705.9    33575.1724
## 582   289000  582 ≤ 1 000 000  283634.3 -248730.2118     815998.9     5365.6758
## 583   365000  583 ≤ 1 000 000  359475.4 -172773.7721     891724.7     5524.5549
## 584   334900  584 ≤ 1 000 000  363835.8 -168434.3387     896105.8   -28935.7553
## 585   340000  585 ≤ 1 000 000  394781.1 -137490.0607     927052.2   -54781.0862
## 586   395000  586 ≤ 1 000 000  449077.0  -83099.6079     981253.5   -54076.9547
## 587   895000  587 ≤ 1 000 000 1332937.1  793289.8475    1872584.4  -437937.1383
## 588   395000  588 ≤ 1 000 000  538678.1    6531.4919    1070824.8  -143678.1277
## 589   350000  589 ≤ 1 000 000  491517.9  -41050.4453    1024086.3  -141517.9369
## 590   385000  590 ≤ 1 000 000  343490.2 -188781.1943     875761.6    41509.7927
## 591   499000  591 ≤ 1 000 000  387403.0 -144828.8382     919634.8   111597.0200
## 592   189000  592 ≤ 1 000 000  318092.2 -214343.0089     850527.5  -129092.2403
## 593   364500  593 ≤ 1 000 000  404359.3 -127863.2881     936581.9   -39859.2971
## 594   469900  594 ≤ 1 000 000  562788.4   30364.1374    1095212.6   -92888.3604
## 595   699900  595 ≤ 1 000 000  544648.5   12500.6088    1076796.4   155251.5182
## 596   579000  596 ≤ 1 000 000  618711.9   86512.8224    1150911.0   -39711.8884
## 597   499000  597 ≤ 1 000 000  755223.2  222423.4774    1288022.9  -256223.1674
## 598   519000  598 ≤ 1 000 000  870037.3  337123.0301    1402951.6  -351037.3130
## 599   315000  599 ≤ 1 000 000  319564.4 -212767.2551     851896.1    -4564.4439
## 600   695000  600 ≤ 1 000 000  527502.0   -4870.9003    1059874.9   167498.0061
## 601   649000  601 ≤ 1 000 000  367739.6 -164522.4901     900001.7   281260.4012
## 602   600000  602 ≤ 1 000 000  835780.2  303061.2759    1368499.1  -235780.1825
## 603   839000  603 ≤ 1 000 000  596455.7   64126.2376    1128785.2   242544.2980
## 604   310000  604 ≤ 1 000 000  460323.1  -71850.0070     992496.1  -150323.0602
## 605   380000  605 ≤ 1 000 000  394728.1 -137550.5462     927006.8   -14728.1223
## 606   702000  606 ≤ 1 000 000  618139.8   85973.4168    1150306.2    83860.1699
## 607  1375000  607 ≤ 1 000 000 1116510.1  583313.0547    1649707.2   258489.8670
## 608   319500  608 ≤ 1 000 000  446603.2  -85611.1116     978817.4  -127103.1588
## 609  1488000  609 ≤ 1 000 000 1083962.0  550316.5036    1617607.6   404037.9594
## 610   799000  610 ≤ 1 000 000  615383.0   83215.8210    1147550.2   183616.9940
## 611   745000  611 > 1 000 000 1199681.8  656320.9812    1743042.6  -454681.7808
## 612  1299000  612 ≤ 1 000 000  914851.3  380156.2414    1449546.4   384148.6931
## 613   415000  613 ≤ 1 000 000  376635.4 -155598.7473     908869.6    38364.5659
## 614   550000  614 ≤ 1 000 000  460660.0  -71510.1529     992830.2    89339.9604
## 615   640000  615 ≤ 1 000 000  481217.2  -51171.6791    1013606.1   158782.7926
## 616  1495000  616 ≤ 1 000 000 2391724.2 1846980.9540    2936467.5  -896724.2049
## 617   280000  617 ≤ 1 000 000  380736.1 -151552.5897     913024.8  -100736.1007
## 618  1449000  618 ≤ 1 000 000 1120730.3  587162.6253    1654298.0   328269.6732
## 619   439000  619 ≤ 1 000 000  447433.3  -84760.0227     979626.7    -8433.3389
## 620   459000  620 ≤ 1 000 000  511932.2  -20221.2265    1044085.6   -52932.1853
## 621   209900  621 ≤ 1 000 000  275564.4 -256863.2834     807992.0   -65664.3690
## 622   559000  622 ≤ 1 000 000  599316.2   67114.0551    1131518.3   -40316.1912
## 623   299900  623 ≤ 1 000 000  340933.3 -191356.5356     873223.1   -41033.2577
## 624   519000  624 ≤ 1 000 000  552398.1   20120.5433    1084675.6   -33398.0843
## 625  1250000  625 ≤ 1 000 000  792358.2  260031.0306    1324685.3   457641.8333
## 626   459000  626 ≤ 1 000 000  456217.0  -75964.2334     988398.3     2782.9773
## 627   290000  627 ≤ 1 000 000  490487.7  -41750.3704    1022725.8  -200487.7374
## 628  1095000  628 ≤ 1 000 000  775958.6  243504.9980    1308412.1   319041.4333
## 629   675000  629 ≤ 1 000 000  564545.9   32398.2472    1096693.5   110454.1228
## 630   269000  630 ≤ 1 000 000  329014.3 -203322.2475     861350.9   -60014.3350
## 631   374900  631 ≤ 1 000 000  464263.0  -67904.7278     996430.6   -89362.9569
## 632   295000  632 ≤ 1 000 000  357419.8 -174841.5282     889681.2   -62419.8375
## 633   210000  633 ≤ 1 000 000  258613.3 -273774.3668     791001.0   -48613.2994
## 634   167500  634 ≤ 1 000 000  340547.2 -192069.7242     873164.1  -173047.1635
## 635   349500  635 ≤ 1 000 000  538326.0    6100.5651    1070551.5  -188826.0140
## 636   799999  636 ≤ 1 000 000  790822.2  258418.5006    1323225.9     9176.8086
## 637   944000  637 ≤ 1 000 000  790193.6  256905.4819    1323481.8   153806.3689
## 638   429000  638 ≤ 1 000 000  281668.6 -250682.9615     814020.1   147331.4368
## 639   367495  639 ≤ 1 000 000  400072.5 -132202.2456     932347.3   -32577.5282
## 640   295000  640 ≤ 1 000 000  383684.8 -148540.9321     915910.4   -88684.7575
## 641   648888  641 ≤ 1 000 000  474910.7  -57261.9721    1007083.3   173977.3400
## 642   998000  642 ≤ 1 000 000  732391.7  199811.0290    1264972.3   265608.3218
## 643   325000  643 ≤ 1 000 000  395662.7 -136656.2548     927981.6   -70662.6672
## 644   512000  644 ≤ 1 000 000  440633.5  -91546.6262     972813.7    71366.4569
## 645   595000  645 ≤ 1 000 000  575932.3   43660.2574    1108204.3    19067.7299
## 646   480000  646 ≤ 1 000 000  703214.0  170506.3648    1235921.6  -223213.9971
## 647   725000  647 ≤ 1 000 000  789885.2  257454.9662    1322315.4   -64885.2073
## 648   495000  648 ≤ 1 000 000  437217.0  -95018.1278     969452.2    57782.9721
## 649   549000  649 ≤ 1 000 000  474366.1  -57802.1909    1006534.3    74633.9209
## 650   960000  650 ≤ 1 000 000 1110074.5  576136.8482    1644012.1  -150074.4773
## 651   205000  651 ≤ 1 000 000  272997.0 -259370.2131     805364.3   -67997.0188
## 652   289500  652 ≤ 1 000 000  380746.9 -151508.8938     913002.8   -91246.9461
## 653   599000  653 ≤ 1 000 000  479536.7  -52651.7658    1011725.1   119463.3122
## 654   225000  654 ≤ 1 000 000  304795.3 -227521.7493     837112.4   -79795.3100
## 655   557500  655 ≤ 1 000 000  514536.2  -17650.1767    1046722.5    42963.8156
## 656   480000  656 ≤ 1 000 000  550622.3   18458.4578    1082786.1   -70622.2884
## 657   440000  657 ≤ 1 000 000  522115.9  -10033.8097    1054265.6   -82115.8890
## 658   450000  658 ≤ 1 000 000  377642.0 -154590.1943     909874.2    72357.9917
## 659   419000  659 ≤ 1 000 000  449009.2  -83216.2657     981234.6   -30009.1527
## 660   240000  660 ≤ 1 000 000  318914.5 -213425.0935     851254.0   -78914.4723
## 661   265000  661 ≤ 1 000 000  362574.6 -169671.8292     894821.1   -97574.6140
## 662   524500  662 ≤ 1 000 000  462677.2  -69491.1997     994845.6    61822.7762
## 663  5000000  663 > 1 000 000 2066401.1 1521136.4395    2611665.7  2933598.9232
## 664   215000  664 ≤ 1 000 000  357391.2 -174975.0310     889757.5  -142391.2290
## 665   435000  665 ≤ 1 000 000  454165.1  -78211.9198     986542.2   -19165.1161
## 666   889000  666 ≤ 1 000 000  729964.7  197495.8992    1262433.4   159035.3405
## 667  1600000  667 > 1 000 000 1029956.5  486649.6587    1573263.2   570043.5475
## 668   775000  668 ≤ 1 000 000  706991.2  174584.2406    1239398.1    68008.8449
## 669   449000  669 ≤ 1 000 000  435165.4  -97046.7441     967377.5    13834.6349
## 670   245000  670 ≤ 1 000 000  647334.5  115099.7107    1179569.2  -402334.4695
## 671   249000  671 ≤ 1 000 000  496414.9  -35798.0822    1028628.0  -247414.9352
## 672   695000  672 ≤ 1 000 000  446516.8  -85910.6866     978944.3   248483.1894
## 673   460000  673 ≤ 1 000 000  419485.6 -112723.5188     951694.7    40514.4259
## 674   233000  674 ≤ 1 000 000  272503.7 -259931.1101     804938.6   -39503.7289
## 675   520000  675 ≤ 1 000 000  477305.3  -54881.7300    1009492.3    42694.7328
## 676   233000  676 > 1 000 000 1089203.8  545745.3275    1632662.3  -856203.8186
## 677  1389000  677 ≤ 1 000 000 1010510.7  477737.8147    1543283.5   378489.3377
## 678   450000  678 ≤ 1 000 000  335247.7 -197063.5581     867558.9   114752.3090
## 679   324900  679 ≤ 1 000 000  378484.2 -153885.6005     910853.9   -53584.1692
## 680   439000  680 ≤ 1 000 000  597789.0   65430.5249    1130147.5  -158788.9980
## 681   180000  681 ≤ 1 000 000  471708.2  -60457.5884    1003874.1  -291708.2312
## 682   699000  682 ≤ 1 000 000  775919.1  243625.9818    1308212.3   -76919.1184
## 683   449000  683 ≤ 1 000 000  398981.6 -133322.5707     931285.9    50018.3518
## 684   399000  684 ≤ 1 000 000  290447.3 -241947.8567     822842.5   108552.6755
## 685   375000  685 ≤ 1 000 000  506421.0  -25840.5243    1038682.5  -131421.0098
## 686   279000  686 ≤ 1 000 000  462139.5  -70028.7212     994307.7  -183139.4902
## 687   650000  687 ≤ 1 000 000  387281.5 -145113.2931     919676.2   262718.5358
## 688   310000  688 ≤ 1 000 000  387907.3 -144388.3182     920203.0   -77907.3427
## 689   177000  689 ≤ 1 000 000  260563.3 -271822.6841     792949.2   -83563.2572
## 690   837659  690 ≤ 1 000 000  771671.5  239306.4340    1304036.6    65987.5075
## 691   330000  691 ≤ 1 000 000  365813.0 -166433.9786     898059.9   -35812.9504
## 692   540000  692 ≤ 1 000 000  570895.8   38741.9368    1103049.7   -30895.7972
## 693   549000  693 ≤ 1 000 000  797137.5  264788.4094    1329486.6  -248137.5067
## 694   419000  694 > 1 000 000  830723.0  286815.2022    1374630.9  -411723.0374
## 695   355000  695 ≤ 1 000 000  390095.0 -142128.5287     922318.5   -35094.9828
## 696   375000  696 ≤ 1 000 000  429801.1 -102417.4086     962019.5   -54801.0501
## 697   130000  697 ≤ 1 000 000  292650.1 -239691.1946     824991.5  -162650.1423
## 698   683000  698 ≤ 1 000 000  534006.3    1851.2005    1066161.4   148993.7047
## 699   375000  699 ≤ 1 000 000  458032.9  -74146.5482     990212.3   -83032.8604
## 700  2750000  700 ≤ 1 000 000 2162889.0 1582656.6306    2743121.3   587111.0173
## 701   649000  701 ≤ 1 000 000  441290.3  -90920.4312     973501.1   207709.6779
## 702   550000  702 ≤ 1 000 000  346401.0 -185862.9768     878665.0   203598.9712
## 703   487000  703 ≤ 1 000 000  236141.7 -296286.4481     768569.9   250858.2585
## 704   645000  704 ≤ 1 000 000  563602.9   31351.4871    1095854.2    81397.1466
## 705   519900  705 ≤ 1 000 000  482492.2  -49668.0508    1014652.4    37407.8491
## 706   795000  706 ≤ 1 000 000  445625.4  -86561.7245     977812.6   349374.5687
## 707   294500  707 ≤ 1 000 000  317542.5 -214908.3470     849993.4   -23042.5157
## 708   467000  708 ≤ 1 000 000  566086.6   33814.0957    1098359.1   -99086.5743
## 709   315000  709 ≤ 1 000 000  440737.5  -91442.9655     972918.1  -125737.5486
## 710   735000  710 ≤ 1 000 000  710531.0  178006.9455    1243055.1    24468.9956
## 711   470000  711 ≤ 1 000 000  512689.0  -19586.0658    1044964.0   -42688.9814
## 712   724500  712 ≤ 1 000 000  573744.5   41541.7209    1105947.3   150755.5089
## 713   419000  713 ≤ 1 000 000  420949.3 -111272.5502     953171.2    -1949.3160
## 714   324900  714 ≤ 1 000 000  510761.7  -21532.5735    1043056.1  -185861.7407
## 715   299000  715 ≤ 1 000 000  337452.1 -194822.4302     869726.6   -38452.0820
## 716   475000  716 ≤ 1 000 000  804541.7  272020.2756    1337063.1  -329541.6995
## 717   524900  717 ≤ 1 000 000  437845.2  -94364.6799     970055.0    87054.8397
## 718  1375000  718 ≤ 1 000 000 2305782.5 1761455.8137    2850109.2  -930782.5105
## 719   619000  719 ≤ 1 000 000  622432.8   90251.7133    1154613.9    -3432.8240
## 720   580000  720 > 1 000 000  869900.3  326185.5118    1413615.1  -289900.3262
## 721   650000  721 > 1 000 000  970901.9  427406.2791    1514397.6  -320901.9480
## 722   579000  722 ≤ 1 000 000  507185.2  -24966.9191    1039337.3    71814.8035
## 723   569000  723 ≤ 1 000 000  478926.7  -53238.2132    1011091.6    90073.2938
## 724   349000  724 ≤ 1 000 000  319477.7 -212831.5380     851786.8    29522.3482
## 725   799000  725 ≤ 1 000 000  443484.9  -88757.0850     975726.8   355515.1489
## 726  2900000  726 ≤ 1 000 000  899655.9  366896.8412    1432414.9  2000344.1288
## 727   595000  727 ≤ 1 000 000  535452.9    3273.7390    1067632.1    59547.0895
## 728   537000  728 ≤ 1 000 000  513243.5  -18906.7572    1045393.7    23756.5211
## 729   398000  729 ≤ 1 000 000  993438.9  460574.2182    1526303.7  -595438.9344
## 730   275000  730 ≤ 1 000 000  691699.6  159405.3484    1223993.8  -416699.5748
## 731   995000  731 ≤ 1 000 000  802346.2  270014.8661    1334677.5   192653.8129
## 732   275000  732 ≤ 1 000 000  340590.5 -191695.2297     872876.2   -65590.5072
## 733   255000  733 ≤ 1 000 000  335878.0 -196471.8849     868228.0   -80878.0396
## 734   900000  734 ≤ 1 000 000  924866.1  392311.3845    1457420.9   -24866.1396
## 735   324900  735 ≤ 1 000 000  317998.6 -214325.4579     850322.6     6901.4145
## 736   499000  736 ≤ 1 000 000  493171.6  -39016.0173    1025359.2     5828.4060
## 737   995000  737 ≤ 1 000 000 1529001.5  987137.7052    2070865.3  -534001.5045
## 738   389000  738 ≤ 1 000 000  444105.9  -88087.6678     976299.5   -55105.8918
## 739   449000  739 ≤ 1 000 000  299570.7 -232809.7294     831951.1   149429.3004
## 740   345000  740 ≤ 1 000 000  385643.9 -146689.8668     917977.6   -40643.8886
## 741   347000  741 ≤ 1 000 000  428990.0 -103197.8798     961177.8   -81989.9602
## 742   535000  742 ≤ 1 000 000  469771.5  -62425.7267    1001968.7    65228.5289
## 743   329000  743 ≤ 1 000 000  540271.0    8111.1480    1072430.9  -211271.0122
## 744   569000  744 ≤ 1 000 000  505831.2  -26363.2400    1038025.6    63168.8059
## 745   299999  745 ≤ 1 000 000  282899.5 -249485.0187     815284.1    17099.4728
## 746   420000  746 ≤ 1 000 000  497374.9  -34828.8391    1029578.6   -77374.8615
## 747   459000  747 ≤ 1 000 000  436720.3  -95474.3842     968915.1    22279.6644
## 748   685000  748 ≤ 1 000 000  557671.8   25470.8458    1089872.8   127328.1533
## 749  1785000  749 ≤ 1 000 000 1042428.9  509484.1648    1575373.6   742571.1010
## 750   380000  750 ≤ 1 000 000  383324.0 -148900.9349     915549.0    -3324.0475
## 751   158000  751 ≤ 1 000 000  293708.8 -238654.0689     826071.8  -135708.8434
## 752   899000  752 ≤ 1 000 000  719549.7  187256.7153    1251842.7   179450.3092
## 753   640000  753 ≤ 1 000 000  897918.3  364883.1933    1430953.4  -257918.3145
## 754   649000  754 ≤ 1 000 000  568158.8   35938.8412    1100378.8    80841.2038
## 755   240000  755 ≤ 1 000 000  221534.3 -310974.5217     754043.1    18465.6875
## 756   259000  756 ≤ 1 000 000  294128.6 -238234.3269     826491.6   -35128.6151
## 757   625000  757 ≤ 1 000 000  658942.1  126749.4407    1191134.8   -33942.1049
## 758   760000  758 ≤ 1 000 000  995166.2  461072.9715    1529259.3  -235166.1561
## 759   295000  759 ≤ 1 000 000  477057.1  -55120.4288    1009234.7  -182057.1130
## 760   345000  760 ≤ 1 000 000  636435.8  103495.0941    1169376.5  -291435.8045
## 761   399000  761 ≤ 1 000 000  457820.1  -74359.1174     989999.3   -58820.1143
## 762   475000  762 ≤ 1 000 000  502434.0  -29722.6305    1034590.6   -27433.9660
## 763   750000  763 ≤ 1 000 000  619818.5   87612.3328    1152024.7   130181.4767
## 764  1450000  764 ≤ 1 000 000 1145019.9  611495.3190    1678544.4   304980.1243
## 765   799000  765 ≤ 1 000 000  658686.8  126505.6495    1190868.0   140313.1523
## 766   326900  766 ≤ 1 000 000  448130.4  -84046.6392     980307.3  -121230.3520
## 767   415000  767 ≤ 1 000 000  411400.3 -120840.0002     943640.7     3599.6659
## 768   325000  768 ≤ 1 000 000  345780.6 -186489.0337     878050.3   -20780.6435
## 769   734999  769 ≤ 1 000 000  866303.8  333831.2469    1398776.3  -131304.7608
## 770  1695000  770 ≤ 1 000 000  955478.7  421419.3156    1489538.1   739521.3050
## 771  1490000  771 ≤ 1 000 000 1943095.3 1403733.5057    2482457.0  -453095.2672
## 772   429000  772 ≤ 1 000 000  753970.5  221704.3207    1286236.6  -324970.4539
## 773   875000  773 ≤ 1 000 000  733655.9  201358.2533    1265953.6   141344.0741
## 774   319000  774 ≤ 1 000 000  423310.7 -108881.9250     955503.3  -104310.6990
## 775   899000  775 ≤ 1 000 000  799756.0  267405.8934    1332106.1    99243.9971
## 776   500000  776 ≤ 1 000 000  362286.5 -170011.1236     894584.0   137713.5370
## 777   559000  777 ≤ 1 000 000  434451.0  -97745.0193     966647.0   124549.0154
## 778   475000  778 ≤ 1 000 000 1051524.4  518108.7735    1584940.1  -576524.4265
## 779   172000  779 ≤ 1 000 000  569035.3   36479.9042    1101590.7  -397035.2852
## 780   425000  780 ≤ 1 000 000  453397.2  -78823.8406     985618.3   -28397.2216
## 781   425000  781 ≤ 1 000 000  509360.2  -22799.4573    1041519.9   -84360.1979
## 782   729000  782 ≤ 1 000 000  678951.5  146672.6951    1211230.3    50048.5222
## 783   349900  783 ≤ 1 000 000  391679.2 -140569.0052     923927.3   -41779.1594
## 784   750000  784 ≤ 1 000 000  765178.2  232643.9001    1297712.6   -15178.2468
## 785   460000  785 ≤ 1 000 000  420262.3 -111951.6297     952476.2    39737.7079
## 786  1699000  786 ≤ 1 000 000  487610.2  -44873.6725    1020094.0  1211389.8170
## 787   510000  787 ≤ 1 000 000  386277.7 -145990.0093     918545.3   123722.3463
## 788   246000  788 ≤ 1 000 000  386243.2 -145992.0742     918478.5  -140243.2347
## 789   409900  789 ≤ 1 000 000  410713.9 -121602.2684     943030.0     -813.8641
## 790   450000  790 ≤ 1 000 000  317790.1 -214563.9824     850144.1   132209.9202
## 791   870000  791 ≤ 1 000 000  451907.9  -80276.2715     984092.1   418092.0967
## 792   575000  792 ≤ 1 000 000  549335.2   17171.9928    1081498.3    25664.8427
## 793   499000  793 ≤ 1 000 000  605194.6   72974.2138    1137414.9  -106194.5674
## 794   580000  794 ≤ 1 000 000  908054.5  375470.0483    1440638.9  -328054.4621
## 795   472800  795 ≤ 1 000 000  550565.3   18414.9502    1082715.6   -77765.2781
## 796   500000  796 ≤ 1 000 000  518557.2  -13600.4140    1050714.9   -18557.2483
## 797   699900  797 ≤ 1 000 000  634974.3  102796.6174    1167152.1    64925.6630
## 798   639900  798 ≤ 1 000 000  535369.9    3169.9568    1067569.8   104530.1404
## 799   529000  799 ≤ 1 000 000  601806.6   69642.3221    1133970.9   -72806.6114
## 800   777777  800 ≤ 1 000 000  606556.8   74335.4093    1138778.1   171220.2373
## 801   439900  801 ≤ 1 000 000  424126.6 -108064.5701     956317.8    15773.3644
## 802   698900  802 ≤ 1 000 000  582175.5   50026.1174    1114325.0   116724.4549
## 803   895000  803 ≤ 1 000 000  752488.2  220214.1707    1284762.3   142511.7531
## 804   375000  804 ≤ 1 000 000  455665.7  -76708.8767     988040.3   -80665.7305
## 805   850000  805 ≤ 1 000 000  549387.0   17229.7530    1081544.2   300613.0102
## 806   825000  806 ≤ 1 000 000  491355.8  -40801.5485    1023513.2   333644.1682
## 807   319000  807 ≤ 1 000 000  395243.1 -136975.7276     927461.9   -76243.0733
## 808   405000  808 ≤ 1 000 000  436958.9  -95242.6539     969160.4   -31958.8633
## 809   395000  809 ≤ 1 000 000  492151.6  -40004.7330    1024308.0   -97151.6323
## 810   800000  810 ≤ 1 000 000  616853.8   84674.5279    1149033.0   183146.2130
## 811   499000  811 ≤ 1 000 000  559310.6   26966.7210    1091654.5   -60310.6071
## 812  3200000  812 ≤ 1 000 000 2548527.1 2004514.6286    3092539.5   651472.9392
## 813   600000  813 ≤ 1 000 000  705034.9  172735.1412    1237334.7  -105034.9182
## 814   297000  814 ≤ 1 000 000  289865.7 -242531.3989     822262.7     7134.3387
## 815   599000  815 ≤ 1 000 000  510797.3  -21528.4442    1043123.1    88202.6513
## 816   498000  816 > 1 000 000  916235.4  372620.6144    1459850.2  -418235.4282
## 817   749900  817 ≤ 1 000 000  312256.9 -220149.1685     844663.0   437643.0947
## 818   390000  818 ≤ 1 000 000  761890.6  229355.9182    1294425.4  -371890.6400
## 819   369000  819 ≤ 1 000 000  385982.9 -146272.8756     918238.8   -16982.9494
## 820   429000  820 ≤ 1 000 000  497548.6  -34684.4855    1029781.7   -68548.5997
## 821  1150000  821 ≤ 1 000 000 1051078.6  517990.1682    1584167.1    98921.3810
## 822   749000  822 ≤ 1 000 000  525603.5   -6575.0658    1057782.1   223396.4841
## 823   150000  823 ≤ 1 000 000  240019.9 -292413.5898     772453.5   -90019.9425
## 824   585000  824 ≤ 1 000 000  482552.4  -49625.6271    1014730.5   102447.5874
## 825   310000  825 ≤ 1 000 000  365383.4 -166891.6943     897658.5   -55383.4133
## 826   547500  826 ≤ 1 000 000  424841.0 -107357.0536     957039.0   122659.0334
## 827   488000  827 ≤ 1 000 000  492138.7  -40020.0844    1024297.4    -4138.6627
## 828   215000  828 ≤ 1 000 000  407849.6 -124464.1879     940163.5  -192849.6394
## 829   410000  829 ≤ 1 000 000  509247.7  -22904.4277    1041399.8   -99247.7092
## 830   724000  830 ≤ 1 000 000 1197473.6  659165.0134    1735782.2  -473473.6011
## 831   259000  831 ≤ 1 000 000  409633.8 -122704.6683     941972.2  -150633.7677
## 832   820000  832 ≤ 1 000 000  595402.7   63224.1991    1127581.2   224597.3207
## 833   582500  833 ≤ 1 000 000  395639.2 -136578.5685     927856.9   186860.8263
## 834   259000  834 ≤ 1 000 000  324915.9 -207374.7895     857206.7   -65915.9422
## 835   307000  835 ≤ 1 000 000  671548.3  139247.3893    1203849.1  -364548.2684
## 836   349900  836 ≤ 1 000 000  465883.0  -66290.7561     998056.8  -115983.0136
## 837   745000  837 ≤ 1 000 000  587109.6   54844.0172    1119375.1   157890.4196
## 838   799000  838 ≤ 1 000 000  902886.2  369875.9654    1435896.5  -103886.2092
## 839   350000  839 ≤ 1 000 000  301599.9 -230755.9552     833955.7    48400.1243
## 840   849000  840 ≤ 1 000 000  619493.5   87310.1132    1151676.9   229506.5171
## 841   549900  841 ≤ 1 000 000  434974.6  -97244.0079     967193.2   114925.3866
## 842   650000  842 ≤ 1 000 000 1335943.4  801127.9942    1870758.7  -685943.3655
## 843   240000  843 ≤ 1 000 000  272262.2 -260116.1267     804640.6   -32262.2218
## 844   629000  844 ≤ 1 000 000  565575.5   33050.7374    1098100.3    63424.4636
## 845  1799900  845 ≤ 1 000 000 1638643.7 1099942.0533    2177345.3   161256.3319
## 846   359999  846 ≤ 1 000 000  338234.4 -194039.1117     870508.0    21764.5805
## 847   415000  847 ≤ 1 000 000  540271.0    8111.1480    1072430.9  -125271.0122
## 848   565000  848 ≤ 1 000 000  459874.9  -72305.3047     992055.1   105125.1154
## 849   374000  849 ≤ 1 000 000  381796.4 -150456.9269     914049.7    -7796.3752
## 850   314995  850 ≤ 1 000 000  456153.9  -76023.0702     988331.0  -141158.9468
## 851   350000  851 ≤ 1 000 000  734090.3  200423.2040    1267757.4  -384090.3084
## 852   169900  852 ≤ 1 000 000  407647.3 -125295.1133     940589.6  -237747.2545
## 853   210000  853 ≤ 1 000 000  277905.7 -254451.7054     810263.2   -67905.7288
## 854   795000  854 ≤ 1 000 000  638967.6  106721.0914    1171214.2   156032.3603
## 855   460000  855 ≤ 1 000 000  671603.5  139321.9615    1203885.1  -211603.5075
## 856   849900  856 ≤ 1 000 000  651246.1  118916.6390    1183575.6   198653.8956
## 857   329000  857 ≤ 1 000 000  375345.9 -156924.9333     907616.8   -46345.9407
## 858   579998  858 ≤ 1 000 000  298700.1 -233753.3144     831153.6   281297.8640
## 859   335000  859 ≤ 1 000 000  292432.2 -240046.4260     824910.8    42567.8356
## 860   275000  860 ≤ 1 000 000  568893.6   36637.9724    1101149.2  -293893.5932
## 861   329000  861 ≤ 1 000 000  342499.8 -189837.4118     874837.0   -13499.7937
## 862   545000  862 ≤ 1 000 000  515376.6  -16846.0784    1047599.2    29623.4407
## 863   685000  863 ≤ 1 000 000  717678.9  185421.0615    1249936.8   -32678.9197
## 864   670000  864 ≤ 1 000 000  553152.2   20847.3876    1085456.9   116847.8430
## 865   339000  865 ≤ 1 000 000  317971.4 -214384.7773     850327.5    21028.6372
## 866   419000  866 ≤ 1 000 000  425644.4 -106617.3745     957906.1    -6644.3600
## 867   850000  867 ≤ 1 000 000  692169.4  159906.1830    1224432.5   157830.6474
## 868   499000  868 ≤ 1 000 000  444199.9  -87989.3084     976389.2    54800.0760
## 869   775000  869 ≤ 1 000 000  747296.5  214832.2727    1279760.8    27703.4626
## 870  1295000  870 ≤ 1 000 000  968744.0  436090.0328    1501397.9   326256.0375
## 871   225500  871 ≤ 1 000 000  294375.9 -237956.0643     826707.8   -68875.8605
## 872   290000  872 ≤ 1 000 000  359886.8 -172365.6160     892139.3   -69886.8200
## 873   495000  873 ≤ 1 000 000  552683.7   20531.6592    1084835.7   -57683.6649
## 874   660000  874 ≤ 1 000 000  676654.1  144436.6179    1208871.5   -16654.0807
## 875   389000  875 ≤ 1 000 000  508788.1  -23363.3747    1040939.7  -119788.1397
## 876   419900  876 ≤ 1 000 000  453938.6  -78251.4009     986128.5   -34038.5562
## 877   561900  877 ≤ 1 000 000  463519.7  -68710.0855     995749.4    98380.3255
## 878   580000  878 ≤ 1 000 000  366158.5 -166126.1470     898443.2   213841.4948
## 879   524900  879 ≤ 1 000 000  825530.3  293048.5758    1358012.0  -300630.2811
## 880   269900  880 ≤ 1 000 000  380707.5 -151578.3715     912993.4  -110807.4978
## 881   649000  881 ≤ 1 000 000  580550.2   48194.5989    1112905.7    68449.8328
## 882   470000  882 ≤ 1 000 000  503255.0  -28908.2200    1035418.2   -33254.9651
## 883   565000  883 ≤ 1 000 000  520752.0  -11405.7613    1052909.8    44247.9755
## 884   594900  884 ≤ 1 000 000  402785.0 -129427.8135     934997.7   192115.0432
## 885   776000  885 > 1 000 000 1262915.1  719748.0700    1806082.1  -486915.0981
## 886   339900  886 ≤ 1 000 000  421357.6 -110841.5414     953556.8   -81457.6331
## 887   649900  887 ≤ 1 000 000 1182390.4  648367.5599    1716413.2  -532490.3965
## 888   174900  888 ≤ 1 000 000  196360.1 -336159.1599     728879.4   -21460.1126
## 889   839900  889 ≤ 1 000 000  656597.7  124412.7788    1188782.5   183302.3450
## 890   379000  890 ≤ 1 000 000  440524.6  -91661.6734     972710.9   -61524.5890
## 891   794900  891 ≤ 1 000 000  476014.3  -56148.5172    1008177.2   318885.6576
## 892   449900  892 ≤ 1 000 000  508436.0  -24018.6688    1040890.7   -58536.0163
## 893   534900  893 ≤ 1 000 000  427694.1 -104531.0504     959919.3   107205.8956
## 894   328000  894 ≤ 1 000 000  698713.0  165286.2945    1232139.7  -370712.9914
## 895   275000  895 ≤ 1 000 000  345169.9 -187108.4249     877448.3   -70169.9235
## 896   910000  896 ≤ 1 000 000  924269.3  390828.9146    1457709.8   -14269.3358
## 897   225800  897 ≤ 1 000 000  239053.3 -293441.5930     771548.2   -13253.3124
## 898   250000  898 ≤ 1 000 000  315117.2 -217257.1625     847491.6   -65117.1967
## 899   799900  899 ≤ 1 000 000  709402.7  177113.0039    1241692.4    90497.3213
## 900  1100000  900 ≤ 1 000 000  638146.8  105891.2065    1170402.5   461853.1639
## 901   439000  901 ≤ 1 000 000  494051.6  -38115.3213    1026218.4   -55051.5513
## 902   699000  902 ≤ 1 000 000  558727.2   26580.0143    1090874.3   140272.8463
## 903   565000  903 ≤ 1 000 000  468760.9  -63431.2630    1000953.1    96239.0973
## 904   499000  904 ≤ 1 000 000  436758.2  -95427.1266     968943.6    62241.7504
## 905   588000  905 ≤ 1 000 000  431729.3 -100468.6277     963927.2   156270.6978
## 906   579000  906 ≤ 1 000 000  544820.2   12469.3789    1077170.9    34179.8479
## 907   665000  907 ≤ 1 000 000  595664.1   63369.6865    1127958.5    69335.9064
## 908   369000  908 ≤ 1 000 000  612300.9   80121.7772    1144480.0  -243300.9023
## 909   349000  909 ≤ 1 000 000  444465.2  -87810.5583     976741.0   -95465.2224
## 910   569000  910 ≤ 1 000 000  485411.9  -46790.2620    1017614.1    83588.0873
## 911   394000  911 ≤ 1 000 000  380964.9 -151348.7774     913278.6    13035.0760
## 912   699000  912 ≤ 1 000 000  601195.1   68885.7621    1133504.4    97804.8952
## 913   189000  913 ≤ 1 000 000  305052.4 -227471.2712     837576.2  -116052.4442
## 914   295000  914 ≤ 1 000 000  460033.4  -72139.9622     992206.8  -165033.4178
## 915   739000  915 ≤ 1 000 000  660002.9  127752.9023    1192252.9    78997.0778
## 916   799000  916 ≤ 1 000 000  522579.2   -9630.8513    1054789.3   276420.7967
## 917   490000  917 ≤ 1 000 000  559706.0   27494.1675    1091917.8   -69705.9610
## 918   848000  918 ≤ 1 000 000  931259.5  398523.2648    1463995.7   -83259.4671
## 919   168000  919 ≤ 1 000 000  441048.7  -91802.9074     973900.3  -273048.6867
## 920   549999  920 ≤ 1 000 000  540149.2    7962.9177    1072335.5     9849.7958
## 921   367500  921 ≤ 1 000 000  426205.7 -106070.2847     958481.6   -58705.6718
## 922   675000  922 ≤ 1 000 000  623569.0   91367.9176    1155770.1    51431.0009
## 923   988888  923 ≤ 1 000 000 1092661.3  559575.8620    1625746.7  -103773.2599
## 924   385000  924 ≤ 1 000 000  452356.3  -79829.2990     984541.9   -67356.2779
## 925   219900  925 ≤ 1 000 000  226630.8 -305813.2742     759074.9    -6730.7975
## 926   339000  926 ≤ 1 000 000  423096.0 -109110.3107     955302.4   -84096.0462
## 927   240000  927 ≤ 1 000 000  291839.6 -240498.0146     824177.2   -51839.6110
## 928   336500  928 ≤ 1 000 000  351305.2 -180971.6140     883582.0   -14805.1877
## 929   780000  929 ≤ 1 000 000  846875.8  314418.7646    1379332.9   -66875.8325
## 930   774000  930 ≤ 1 000 000 1104501.9  571094.9384    1637908.8  -330501.8544
## 931   598000  931 ≤ 1 000 000  522793.7   -9364.2609    1054951.6    75206.3231
## 932   525000  932 ≤ 1 000 000  682614.6  150387.9567    1214841.3  -157614.6175
## 933   499000  933 ≤ 1 000 000  991771.2  458552.2233    1524990.2  -492771.2293
## 934  1199000  934 ≤ 1 000 000  599192.9   67039.2803    1131346.5   599807.0992
## 935   459500  935 ≤ 1 000 000  472773.2  -59391.3039    1004937.7   -13273.1946
## 936   549000  936 ≤ 1 000 000  456487.8  -75689.0084     988664.5    92512.2362
## 937   439000  937 ≤ 1 000 000  427160.7 -105035.3513     959356.8    11839.2922
## 938   496000  938 ≤ 1 000 000  713027.6  180630.3723    1245424.7  -217027.5501
## 939   635000  939 ≤ 1 000 000  809127.0  276780.2349    1341473.7  -174126.9893
## 940   499500  940 ≤ 1 000 000  457624.1  -74546.5817     989794.9    41875.8657
## 941   870000  941 ≤ 1 000 000  812994.3  280608.1115    1345380.6    57005.6642
## 942   819000  942 ≤ 1 000 000  718280.4  186025.3638    1250535.5   100719.5897
## 943   144900  943 ≤ 1 000 000  391954.3 -140685.0690     924593.8  -247054.3431
## 944   525000  944 ≤ 1 000 000  455133.1  -77044.2559     987310.5    69866.8794
## 945   550000  945 ≤ 1 000 000  306756.6 -225634.5487     839147.8   243243.3696
## 946   329900  946 ≤ 1 000 000  327692.6 -204603.8156     859989.0     2207.4118
## 947   289000  947 ≤ 1 000 000  318562.4 -213741.8591     850866.6   -29562.3585
## 948   420000  948 ≤ 1 000 000  449111.0  -83091.4119     981313.5   -29111.0375
## 949   819000  949 ≤ 1 000 000  595454.4   63108.0840    1127800.7   223545.5956
## 950   659000  950 ≤ 1 000 000  579927.4   47778.2969    1112076.5    79072.6043
## 951   525000  951 ≤ 1 000 000  481070.2  -51089.4887    1013229.9    43929.8061
## 952   417000  952 ≤ 1 000 000  333368.8 -198910.8079     865648.4    83631.2226
## 953   359000  953 ≤ 1 000 000  358641.1 -173614.8788     890897.0      358.9192
## 954   479900  954 ≤ 1 000 000  581799.4   49475.9370    1114122.9  -101899.4076
## 955   712500  955 ≤ 1 000 000 1197559.8  663398.3586    1731721.2  -485059.7745
## 956   450000  956 ≤ 1 000 000  715735.6  182726.9067    1248744.2  -265735.5549
## 957   539000  957 > 1 000 000  947217.4  403653.7730    1490781.0  -408217.4035
## 958   899000  958 ≤ 1 000 000  688414.1  156182.6500    1220645.5   210585.9030
## 959   700000  959 ≤ 1 000 000  970783.5  437816.3060    1503750.7  -270783.4883
## 960   795000  960 ≤ 1 000 000  699576.8  167283.4831    1231870.0    95423.2470
## 961  1100000  961 ≤ 1 000 000 1141471.0  607917.9072    1675024.0   -41470.9510
## 962   595000  962 ≤ 1 000 000  443886.5  -88590.5999     976363.5   151113.5281
## 963   594000  963 ≤ 1 000 000  752972.7  220389.6214    1285555.8  -158972.7265
## 964   398000  964 ≤ 1 000 000  482551.6  -49620.1531    1014723.4   -84551.6259
## 965   792800  965 ≤ 1 000 000  666122.3  133926.9086    1198317.7   126677.7076
## 966   219000  966 ≤ 1 000 000  286068.3 -246340.0476     818476.7   -67068.3253
## 967   237900  967 ≤ 1 000 000  299468.6 -232913.0846     831850.3   -61568.6249
## 968   398000  968 ≤ 1 000 000  363895.1 -168373.1361     896163.4    34104.8721
## 969   425000  969 ≤ 1 000 000  538220.3    5853.3701    1070587.3  -113220.3385
## 970   310000  970 ≤ 1 000 000  398062.1 -134150.5730     930274.8   -88062.1326
## 971   324900  971 ≤ 1 000 000  339630.6 -192675.1832     871936.3   -14730.5608
## 972   172000  972 ≤ 1 000 000  266362.9 -266021.8358     798747.6   -94362.8682
## 973   410000  973 ≤ 1 000 000  452029.5  -80185.3747     984244.4   -42029.5158
## 974   275000  974 ≤ 1 000 000  172919.0 -359660.2185     705498.2   102081.0340
## 975   259000  975 ≤ 1 000 000  286573.5 -245781.7223     818928.7   -27573.5123
## 976   615000  976 ≤ 1 000 000  492053.0  -40123.6696    1024229.8   122946.9525
## 977   599000  977 ≤ 1 000 000  699796.3  167493.7686    1232098.9  -100796.3358
## 978   389500  978 ≤ 1 000 000  463719.5  -68518.2468     995957.2   -74219.4556
## 979   189000  979 ≤ 1 000 000  318742.7 -213609.2296     851094.5  -129742.6581
## 980   345000  980 ≤ 1 000 000  446700.2  -85584.6475     978985.1  -101700.2063
## 981   279900  981 ≤ 1 000 000  448559.4  -83618.3181     980737.1  -168659.3957
## 982   549500  982 ≤ 1 000 000  621794.1   89632.6218    1153955.6   -72294.0911
## 983   425000  983 ≤ 1 000 000  447252.5  -84923.5665     979428.6   -22252.5404
## 984   648000  984 ≤ 1 000 000  556525.7   24352.7980    1088698.5    91474.3348
## 985   849000  985 ≤ 1 000 000  589882.2   57675.0475    1122089.3   259117.8251
## 986   295000  986 ≤ 1 000 000  326680.6 -205619.9351     858981.2   -31680.6408
## 987   465000  987 ≤ 1 000 000  490378.6  -42315.6188    1023072.9   -25378.6227
## 988   650000  988 ≤ 1 000 000  488713.7  -43593.9060    1021021.2   161286.3333
## 989   324900  989 ≤ 1 000 000  306722.6 -225592.2101     839037.3    18177.4493
## 990   899000  990 ≤ 1 000 000 1015299.0  476511.9240    1554086.1  -116299.0344
## 991   849000  991 ≤ 1 000 000  633840.5  101646.6127    1166034.4   215159.5172
## 992   550000  992 ≤ 1 000 000  454337.2  -77835.0574     986509.4    95662.8271
## 993   125000  993 ≤ 1 000 000  247977.3 -284439.5034     780394.0  -122977.2640
## 994   460000  994 ≤ 1 000 000  471825.6  -60463.3611    1004114.5   -11825.5560
## 995   575000  995 ≤ 1 000 000  599804.4   67556.3638    1132052.5   -24804.4074
## 996   320000  996 ≤ 1 000 000  366779.6 -165473.3131     899032.5   -46779.6143
## 997   350000  997 ≤ 1 000 000  692822.9  160583.8012    1225062.0  -342822.8792
## 998   374000  998 ≤ 1 000 000  493873.4  -38320.3773    1026067.2  -119873.4274
## 999   155000  999 ≤ 1 000 000  189146.3 -343386.0126     721678.5   -34146.2584
## 1000  274900 1000 ≤ 1 000 000  413445.2 -118779.3217     945669.8  -138545.2407
## 1001  364500 1001 ≤ 1 000 000  562175.1   29918.6021    1094431.6  -197675.0837
## 1002  629000 1002 ≤ 1 000 000  493189.7  -38969.5126    1025348.9   135810.2820
## 1003  219900 1003 ≤ 1 000 000  277898.7 -254477.9662     810275.4   -57998.7245
## 1004  725000 1004 ≤ 1 000 000  740164.7  207693.9612    1272635.4   -15164.6611
## 1005  535000 1005 ≤ 1 000 000  592160.6   59924.1307    1124397.0   -57160.5771
## 1006  500000 1006 ≤ 1 000 000  491681.8  -40493.9596    1023857.5     8318.2090
## 1007  328300 1007 ≤ 1 000 000  411408.0 -120918.9788     943735.1   -83108.0384
## 1008  665000 1008 ≤ 1 000 000  570797.9   38650.1634    1102945.6    94202.0944
## 1009  697500 1009 ≤ 1 000 000  566619.3   34433.3448    1098805.3   130880.6743
## 1010  759900 1010 ≤ 1 000 000  633959.1  101789.3088    1166128.9   125940.9101
## 1011  783000 1011 ≤ 1 000 000  630990.5   98685.3868    1163295.7   152009.4520
## 1012  369000 1012 ≤ 1 000 000  504828.1  -27370.6407    1037026.9  -135828.1254
## 1013  430000 1013 ≤ 1 000 000  451418.9  -80912.6529     983750.4   -21418.8959
## 1014  310000 1014 ≤ 1 000 000  260277.3 -272114.1753     792668.8    49722.6700
## 1015  330000 1015 ≤ 1 000 000  301692.0 -230638.8434     834022.9    28307.9532
## 1016  348000 1016 ≤ 1 000 000  326929.6 -205387.1740     859246.3    21070.4184
## 1017  279900 1017 ≤ 1 000 000  435125.9  -97115.7278     967367.6  -155225.9168
## 1018  500000 1018 ≤ 1 000 000  534946.9    2718.3442    1067175.5   -34946.9367
## 1019  299000 1019 ≤ 1 000 000  344404.9 -187880.8810     876690.7   -45404.8939
## 1020  959000 1020 ≤ 1 000 000  927276.8  394722.4079    1459831.1    31723.2305
## 1021  325000 1021 ≤ 1 000 000  433078.6  -99491.5907     965648.8  -108078.5967
## 1022  200000 1022 ≤ 1 000 000  410522.5 -121707.3314     942752.4  -210522.5225
## 1023 1395000 1023 ≤ 1 000 000 1269053.5  735355.5996    1802751.4   125946.4854
## 1024  569900 1024 ≤ 1 000 000  511175.0  -21314.3599    1043664.3    58725.0064
## 1025 1049000 1025 ≤ 1 000 000  783982.2  251485.3693    1316479.0   265017.8385
## 1026  649000 1026 ≤ 1 000 000  529490.7   -2656.8639    1061638.2   119509.3078
## 1027  410000 1027 ≤ 1 000 000  511401.9  -20756.8997    1043560.6  -101401.8503
## 1028  349000 1028 ≤ 1 000 000  348170.2 -184124.9064     880465.2      829.8366
## 1029  163500 1029 ≤ 1 000 000  264732.7 -267664.4896     797129.8  -101232.6673
## 1030  259999 1030 ≤ 1 000 000  437493.0  -94701.7990     969687.9  -177494.0466
## 1031  483000 1031 ≤ 1 000 000  529163.6   -2998.3699    1061325.5   -46163.5827
## 1032  750000 1032 ≤ 1 000 000  503970.0  -28183.8704    1036123.9   246029.9620
## 1033  419000 1033 ≤ 1 000 000  400745.8 -131569.4083     933061.1    18254.1750
## 1034  360000 1034 ≤ 1 000 000  393052.1 -139371.2730     925475.5   -33052.0993
## 1035  510000 1035 ≤ 1 000 000  839678.1  307228.5418    1372127.7  -329678.1103
## 1036  415000 1036 ≤ 1 000 000  363687.6 -168590.9605     895966.2    51312.3876
## 1037  725000 1037 ≤ 1 000 000  513916.3  -18236.2147    1046068.8   211083.7132
## 1038  549000 1038 ≤ 1 000 000  620185.2   88014.5176    1152355.9   -71185.2306
## 1039  379000 1039 ≤ 1 000 000  478297.2  -53916.0901    1010510.5   -99297.1983
## 1040 1650000 1040 ≤ 1 000 000  753402.1  220590.1750    1286214.0   896597.9331
## 1041  330000 1041 ≤ 1 000 000  350455.4 -182000.2067     882911.0   -20455.4154
## 1042  314000 1042 ≤ 1 000 000  229224.0 -303214.8090     761662.9    84775.9590
## 1043  410000 1043 ≤ 1 000 000  483059.1  -49312.1166    1015430.4   -73059.1327
## 1044  385000 1044 ≤ 1 000 000  401608.1 -130602.6419     933818.8   -16608.0678
## 1045  629000 1045 ≤ 1 000 000  498503.7  -33654.5503    1030662.0   130496.2654
## 1046  575000 1046 ≤ 1 000 000  535080.7    2881.1588    1067280.2    39919.3208
## 1047  640000 1047 ≤ 1 000 000  624075.4   91902.7214    1156248.1    15924.5832
## 1048  535000 1048 ≤ 1 000 000  576448.7   44298.2431    1108599.1   -41448.6959
## 1049  799000 1049 ≤ 1 000 000  581365.7   49171.2103    1113560.1   217634.3262
## 1050  850000 1050 ≤ 1 000 000  737615.9  205145.5673    1270086.3   112384.0598
## 1051  496900 1051 ≤ 1 000 000  500478.7  -31674.6740    1032632.1    -3578.7136
## 1052  649000 1052 ≤ 1 000 000  529050.8   -3160.1589    1061261.9   119949.1533
## 1053  389900 1053 ≤ 1 000 000  312580.8 -219752.9283     844914.5    77319.1906
## 1054  450000 1054 ≤ 1 000 000  351152.1 -181106.5976     883410.7    98847.9374
## 1055  275000 1055 ≤ 1 000 000  570323.7   38174.7357    1102472.7  -295323.7389
## 1056  839000 1056 ≤ 1 000 000  616834.0   84590.7521    1149077.2   222166.0419
## 1057  670000 1057 ≤ 1 000 000  606293.9   73810.2568    1138777.6    63706.0502
## 1058 1249900 1058 ≤ 1 000 000  654317.5  122133.3549    1186501.7   595582.4861
## 1059  995000 1059 ≤ 1 000 000  634149.1  101974.4677    1166323.8   360850.8553
## 1060  989000 1060 ≤ 1 000 000 1283718.5  749524.4876    1817912.5  -294718.4922
## 1061  285000 1061 ≤ 1 000 000  296935.1 -235396.9909     829267.2   -11935.0958
## 1062 1298000 1062 ≤ 1 000 000 1045100.2  511088.9151    1579111.5   252899.7789
## 1063  515000 1063 ≤ 1 000 000  374781.0 -157455.8928     907017.9   140219.0037
## 1064  249000 1064 ≤ 1 000 000  323952.1 -208349.3820     856253.6   -74952.1252
## 1065  395000 1065 ≤ 1 000 000  486073.1  -46140.4861    1018286.7   -91073.1277
## 1066  469000 1066 ≤ 1 000 000  452766.0  -79484.5291     985016.5    16234.0092
## 1067 1495000 1067 ≤ 1 000 000  985760.5  453054.8404    1518466.2   509239.4587
## 1068  345000 1068 ≤ 1 000 000  339922.4 -192396.0134     872240.8     5077.6152
## 1069 1269000 1069 ≤ 1 000 000  556969.2   24378.9396    1089559.4   712030.8433
## 1070  639500 1070 ≤ 1 000 000  591026.3   58874.9803    1123177.6    48473.7086
## 1071  975000 1071 ≤ 1 000 000  641040.6  108864.5574    1173216.7   333959.3908
## 1072  625000 1072 ≤ 1 000 000  637173.6  104990.6343    1169356.5   -12173.5515
## 1073  425000 1073 ≤ 1 000 000  539509.6    7153.3569    1071865.8  -114509.5789
## 1074  774000 1074 ≤ 1 000 000  585645.9   53465.8496    1117826.0   188354.0559
## 1075  293000 1075 ≤ 1 000 000  373856.9 -158745.8843     906459.7   -80856.9192
## 1076  689000 1076 ≤ 1 000 000  900627.6  366809.8194    1434445.4  -211627.5952
## 1077  515000 1077 ≤ 1 000 000  476232.4  -55984.8103    1008449.5    38767.6499
## 1078  290000 1078 ≤ 1 000 000  287498.7 -244843.9856     819841.3     2501.3323
## 1079  469000 1079 ≤ 1 000 000  563158.6   30907.5615    1095409.7   -94158.6295
## 1080  259500 1080 ≤ 1 000 000  550765.3   18592.9150    1082937.7  -291265.3030
## 1081  165000 1081 ≤ 1 000 000  227928.3 -304513.2021     760369.8   -62928.3175
## 1082  225000 1082 ≤ 1 000 000  293026.1 -239380.0374     825432.2   -68026.0890
## 1083  649000 1083 ≤ 1 000 000  638405.2  105750.6328    1171059.8    10594.7720
## 1084  599000 1084 ≤ 1 000 000  565525.0   33375.0823    1097674.9    33475.0319
## 1085  440000 1085 ≤ 1 000 000  364157.9 -168157.7481     896473.5    75842.1163
## 1086  699000 1086 ≤ 1 000 000  465120.7  -67152.8721     997394.2   233879.3490
## 1087  390000 1087 ≤ 1 000 000  424889.4 -107315.9609     957094.9   -34889.4455
## 1088  600000 1088 ≤ 1 000 000  374705.2 -157560.2401     906970.6   225294.8365
## 1089  300000 1089 ≤ 1 000 000  413491.8 -118966.1429     945949.6  -113491.7523
## 1090  498000 1090 ≤ 1 000 000  453016.6  -79169.2678     985202.4    44983.4399
## 1091  699000 1091 ≤ 1 000 000  514503.8  -17750.0172    1046757.6   184496.2229
## 1092  427500 1092 ≤ 1 000 000  373647.9 -158586.9445     905882.8    53852.0845
## 1093  395000 1093 ≤ 1 000 000  482138.6  -50073.0489    1014350.3   -87138.6392
## 1094  279000 1094 ≤ 1 000 000  533495.1     665.2069    1066325.0  -254495.1002
## 1095  450500 1095 ≤ 1 000 000  516056.9  -16112.0552    1048225.9   -65556.9345
## 1096  599000 1096 ≤ 1 000 000  743665.0  210452.8218    1276877.1  -144664.9596
## 1097  549900 1097 ≤ 1 000 000  474745.4  -57437.2360    1006928.1    75154.5722
## 1098  229000 1098 ≤ 1 000 000  309900.4 -222419.4277     842220.3   -80900.4184
## 1099  219000 1099 ≤ 1 000 000  267688.4 -264685.1058     800062.0   -48688.4260
## 1100  249000 1100 ≤ 1 000 000  368570.1 -163679.2545     900819.4  -119570.0822
## 1101  308900 1101 ≤ 1 000 000  274947.2 -257417.8793     807312.4    33952.7593
## 1102  299000 1102 ≤ 1 000 000  379477.0 -152755.6705     911709.6   -80476.9656
## 1103  750000 1103 ≤ 1 000 000  763753.0  231028.6044    1296477.5   -13753.0465
## 1104  314900 1104 ≤ 1 000 000  456363.2  -75833.1364     988559.5  -141463.1898
## 1105  345000 1105 ≤ 1 000 000  434868.5  -97350.7967     967087.8   -89868.4905
## 1106  529000 1106 ≤ 1 000 000  765684.0  233382.2875    1297985.8  -236684.0363
## 1107  469000 1107 ≤ 1 000 000  457829.1  -74386.8769     990045.1    11170.9092
## 1108  950000 1108 ≤ 1 000 000 1134638.4  601498.2110    1667778.6  -184638.4232
## 1109  729000 1109 ≤ 1 000 000  740305.6  207998.4331    1272612.8   -11305.5975
## 1110  575000 1110 ≤ 1 000 000  481341.2  -50896.6504    1013579.1    93658.7719
## 1111  800000 1111 ≤ 1 000 000  741802.4  209542.5089    1274062.3    58197.5822
## 1112  784900 1112 ≤ 1 000 000  552128.5   19952.4758    1084304.6   232771.4721
## 1113  600000 1113 ≤ 1 000 000  328142.7 -204180.5453     860466.0   271857.2592
## 1114  600000 1114 ≤ 1 000 000  532544.3     355.7726    1064732.8    67455.7081
## 1115  859000 1115 ≤ 1 000 000  549528.9   17347.0207    1081710.8   309471.0836
## 1116  279900 1116 ≤ 1 000 000  282776.2 -249574.9995     815127.5    -2876.2368
## 1117  190000 1117 ≤ 1 000 000  280918.2 -251462.9791     813299.3   -90918.1603
## 1118  822000 1118 ≤ 1 000 000  697276.1  164803.3945    1229748.7   124723.9449
## 1119  548000 1119 ≤ 1 000 000  495589.1  -36568.1569    1027746.3    52410.9449
## 1120 1475000 1120 ≤ 1 000 000 1681645.8 1143668.3975    2219623.1  -206645.7520
## 1121  688000 1121 ≤ 1 000 000  381012.8 -151321.1782     913346.8   306987.1906
## 1122  749000 1122 ≤ 1 000 000  530339.7   -2131.0957    1062810.5   218660.3016
## 1123  210000 1123 ≤ 1 000 000  322719.1 -209828.0423     855266.2  -112719.0992
## 1124  564000 1124 ≤ 1 000 000 1105914.2  572324.9440    1639503.5  -541914.2426
## 1125  196000 1125 ≤ 1 000 000  331573.7 -200940.2242     864087.6  -135573.7058
## 1126  300000 1126 ≤ 1 000 000  461696.6  -70472.3674     993865.5  -161696.5901
## 1127  529000 1127 ≤ 1 000 000  580724.9   48519.8664    1112930.0   -51724.9202
## 1128  349000 1128 ≤ 1 000 000  380696.7 -151963.1555     913356.5   -31696.6523
## 1129 1099000 1129 ≤ 1 000 000  940155.5  407464.7916    1472846.1   158844.5435
## 1130  538800 1130 ≤ 1 000 000  428812.4 -103376.0634     961000.8   109987.6240
## 1131  405000 1131 ≤ 1 000 000  466111.3  -66128.7696     998351.4   -61111.3076
## 1132  369000 1132 ≤ 1 000 000  280366.7 -252011.7049     812745.1    88633.3086
## 1133  675000 1133 ≤ 1 000 000  676314.9  143856.3951    1208773.5    -1314.9331
## 1134  269900 1134 ≤ 1 000 000  327593.5 -204699.0848     859886.1   -57693.4884
## 1135  349900 1135 ≤ 1 000 000  504397.3  -28181.6292    1036976.3  -154497.3409
## 1136  899000 1136 > 1 000 000 1226255.9  683244.8691    1769266.9  -327255.9021
## 1137  625000 1137 ≤ 1 000 000  959095.8  426363.2987    1491828.2  -334095.7705
## 1138  819000 1138 ≤ 1 000 000  653010.7  120814.9589    1185206.4   165989.3414
## 1139  429000 1139 ≤ 1 000 000  397978.9 -134233.4370     930191.2    31021.1294
## 1140  575000 1140 ≤ 1 000 000  520089.9  -12096.5172    1052276.3    54910.1289
## 1141  299000 1141 ≤ 1 000 000  360971.5 -171277.3462     893220.4   -61971.5447
## 1142 1680000 1142 ≤ 1 000 000  726431.2  193840.2164    1259022.3   953568.7539
## 1143 1499000 1143 ≤ 1 000 000 1256994.6  723345.3230    1790644.0   242005.3522
## 1144  832000 1144 ≤ 1 000 000 1274906.2  740546.8089    1809265.7  -442906.2459
## 1145  529000 1145 ≤ 1 000 000  543077.8   10907.1140    1075248.5   -14077.7884
## 1146  850000 1146 ≤ 1 000 000  683798.2  151478.3135    1216118.1   166201.8176
## 1147 2795000 1147 > 1 000 000 2278224.7 1732272.5277    2824176.8   516775.3301
## 1148  239900 1148 ≤ 1 000 000  256132.7 -276259.2523     788524.6   -16232.6738
## 1149  499000 1149 ≤ 1 000 000  738292.0  206041.8532    1270542.1  -239291.9581
## 1150  425000 1150 ≤ 1 000 000  377043.8 -155223.2935     909310.8    47956.2331
## 1151  322000 1151 ≤ 1 000 000  359225.5 -173033.0532     891484.0   -37225.4669
## 1152  345000 1152 ≤ 1 000 000  411934.3 -120278.2988     944146.9   -66934.3207
## 1153  229000 1153 ≤ 1 000 000  360806.6 -171452.3352     893065.5  -131806.5641
## 1154  439000 1154 ≤ 1 000 000  297258.4 -235069.6808     829586.4   141741.6419
## 1155  562000 1155 ≤ 1 000 000  421762.1 -110529.7752     954054.1   140237.8611
## 1156  265000 1156 ≤ 1 000 000  290660.0 -241702.9461     823022.9   -25659.9659
## 1157  425000 1157 ≤ 1 000 000  685573.1  152982.6894    1218163.5  -260573.0858
## 1158  649000 1158 ≤ 1 000 000  548059.5   15913.0777    1080206.0   100940.4798
## 1159  765000 1159 ≤ 1 000 000  734463.0  202215.3132    1266710.6    30537.0279
## 1160  609000 1160 ≤ 1 000 000  572651.4   40503.2155    1104799.6    36348.5796
## 1161  629000 1161 ≤ 1 000 000  879219.8  346718.8352    1411720.8  -250219.7980
## 1162  695000 1162 ≤ 1 000 000  490089.8  -42142.6152    1022322.1   204910.2422
## 1163  369900 1163 ≤ 1 000 000  521641.7  -10645.1674    1053928.6  -151741.7258
## 1164 1250000 1164 ≤ 1 000 000 1280322.4  745739.7486    1814905.0   -30322.3935
## 1165  340000 1165 ≤ 1 000 000  433257.8  -98986.1491     965501.8   -93257.8049
## 1166  535000 1166 ≤ 1 000 000 1086985.3  553882.5776    1620088.0  -551985.2686
## 1167  475000 1167 ≤ 1 000 000  961956.1  429258.0070    1494654.1  -486956.0619
## 1168  999000 1168 ≤ 1 000 000  865179.8  332702.5047    1397657.0   133820.2370
## 1169  390000 1169 ≤ 1 000 000  217558.8 -314968.1481     750085.7   172441.2430
## 1170 1850000 1170 ≤ 1 000 000  963017.3  430162.4938    1495872.1   886982.6802
## 1171  899000 1171 ≤ 1 000 000  760252.5  227969.5023    1292535.4   138747.5366
## 1172  215000 1172 ≤ 1 000 000  330476.3 -202110.4903     863063.2  -115476.3430
## 1173  694000 1173 ≤ 1 000 000  948601.5  415861.0741    1481341.9  -254601.4797
## 1174  445000 1174 ≤ 1 000 000  424317.0 -107891.0686     956525.1    20683.0061
## 1175  600000 1175 ≤ 1 000 000  555820.7   23579.1924    1088062.2    44179.2941
## 1176  839000 1176 ≤ 1 000 000  621079.3   88913.4979    1153245.1   217920.6850
## 1177  415000 1177 ≤ 1 000 000  400895.5 -131313.8479     933104.9    14104.4960
## 1178  274900 1178 ≤ 1 000 000  413759.2 -118440.5772     945959.0  -138859.2338
## 1179  359000 1179 ≤ 1 000 000  449351.4  -82823.4389     981526.2   -90351.3986
## 1180  599900 1180 ≤ 1 000 000  491328.6  -40861.7967    1023518.9   108571.4381
## 1181  637700 1181 ≤ 1 000 000  582348.9   50187.1843    1114510.6    55351.1266
## 1182  349900 1182 ≤ 1 000 000  271829.9 -260647.9081     804307.7    78070.0801
## 1183  549000 1183 ≤ 1 000 000  583328.6   51075.8957    1115581.2   -34328.5686
## 1184  529999 1184 ≤ 1 000 000  420845.1 -111350.9060     953041.2   109153.8525
## 1185  699000 1185 ≤ 1 000 000  786413.4  254103.3752    1318723.4   -87413.4092
## 1186  389000 1186 ≤ 1 000 000  476750.5  -55658.5220    1009159.6   -87750.5259
## 1187  537500 1187 ≤ 1 000 000  418243.5 -113960.6394     950447.7   119256.4802
## 1188  395000 1188 ≤ 1 000 000  391173.2 -141123.9742     923470.3     3826.8143
## 1189  495000 1189 > 1 000 000 1013593.5  470196.2247    1556990.8  -518593.4946
## 1190  255000 1190 ≤ 1 000 000  262798.6 -269583.4065     795180.6    -7798.6192
## 1191  625000 1191 ≤ 1 000 000  519736.5  -12416.5092    1051889.5   105263.4820
## 1192  485000 1192 ≤ 1 000 000  528152.9   -4059.7330    1060365.6   -43152.9142
## 1193  980000 1193 ≤ 1 000 000  746430.9  214089.8543    1278771.9   233569.1189
## 1194  419900 1194 ≤ 1 000 000  460898.5  -71270.9330     993068.0   -40998.5205
## 1195  350000 1195 ≤ 1 000 000  754930.5  222656.5885    1287204.5  -404930.5367
## 1196  525000 1196 ≤ 1 000 000  556074.9   23923.4644    1088226.3   -31074.8791
## 1197 1199900 1197 ≤ 1 000 000  556386.3   24105.3061    1088667.2   643513.7470
## 1198  597750 1198 ≤ 1 000 000  515724.8  -16504.7839    1047954.4    82025.1763
## 1199  395000 1199 ≤ 1 000 000  773058.8  240441.3332    1305676.3  -378058.8270
## 1200  374900 1200 ≤ 1 000 000  406419.5 -125786.7959     938625.8   -31519.4936
## 1201  200000 1201 ≤ 1 000 000  315117.2 -217257.1625     847491.6  -115117.1967
## 1202  499500 1202 ≤ 1 000 000  616068.6   83896.0226    1148241.2  -116568.5949
## 1203  146000 1203 ≤ 1 000 000  429231.6 -103028.4142     961491.5  -283231.5531
## 1204  739000 1204 ≤ 1 000 000  512414.8  -19924.0033    1044753.6   226585.2190
## 1205  375000 1205 > 1 000 000 1115212.3  571854.4949    1658570.1  -740212.2767
## 1206  550000 1206 ≤ 1 000 000  406324.8 -125914.9882     938564.6   143675.1939
## 1207  599000 1207 ≤ 1 000 000  511704.5  -20446.2591    1043855.3    87295.4615
## 1208 1500000 1208 ≤ 1 000 000 1333616.3  799571.4522    1867661.1   166383.7110
## 1209  210650 1209 ≤ 1 000 000  468909.8  -63294.0268    1001113.7  -258259.8345
## 1210  400000 1210 ≤ 1 000 000  752070.2  219364.3871    1284776.1  -352070.2453
## 1211  550000 1211 ≤ 1 000 000  430931.2 -101267.5571     963129.9   119068.8438
## 1212  205000 1212 ≤ 1 000 000  254536.3 -277861.4975     786934.2   -49536.3390
## 1213  525000 1213 ≤ 1 000 000  793603.6  260074.8529    1327132.3  -268603.5862
## 1214  480000 1214 ≤ 1 000 000  363449.3 -168808.7667     895707.4   116550.6796
## 1215  599900 1215 ≤ 1 000 000  471849.2  -60323.1190    1004021.5   128050.8264
## 1216  327500 1216 ≤ 1 000 000  411829.8 -120376.5101     944036.2   -84329.8436
## 1217  489000 1217 ≤ 1 000 000 1191641.9  658317.7773    1724966.1  -702641.9499
## 1218  659000 1218 ≤ 1 000 000  598620.8   66450.6389    1130791.0    60379.1575
## 1219  499000 1219 ≤ 1 000 000  423201.7 -108991.4548     955394.8    75798.3220
## 1220  499000 1220 ≤ 1 000 000  221856.1 -310654.4696     754366.7   277143.9053
## 1221  519000 1221 ≤ 1 000 000  491281.2  -40879.8039    1023442.2    27718.7819
## 1222  379500 1222 ≤ 1 000 000  387472.6 -144751.3956     919696.5    -7972.5643
## 1223  599000 1223 ≤ 1 000 000  490126.6  -42084.7973    1022338.1   108873.3540
## 1224 1149000 1224 ≤ 1 000 000 1082080.2  549119.8292    1615040.5    66919.8230
## 1225  589000 1225 ≤ 1 000 000  524302.5   -7958.9099    1056563.9    64697.5246
## 1226  625000 1226 ≤ 1 000 000  547344.9   15198.5112    1079491.4    77655.0581
## 1227  550000 1227 ≤ 1 000 000  808240.3  275520.2620    1340960.4  -258240.3236
## 1228  729000 1228 ≤ 1 000 000  772263.8  239926.8223    1304600.7   -43263.7695
## 1229  547000 1229 ≤ 1 000 000  449637.6  -82775.3063     982050.5    97362.3802
## 1230  699000 1230 ≤ 1 000 000  508083.9  -24067.3472    1040235.1   190916.1315
## 1231  480000 1231 ≤ 1 000 000  537245.1    4803.9643    1069686.2   -57245.0803
## 1232  549000 1232 ≤ 1 000 000  647620.5  115410.9516    1179830.0   -98620.4986
## 1233  355000 1233 ≤ 1 000 000  329122.7 -203198.8662     861444.3    25877.2661
## 1234  549000 1234 ≤ 1 000 000  446043.7  -86156.1870     978243.5   102956.3480
## 1235  519000 1235 ≤ 1 000 000  702502.7  169305.1087    1235700.3  -183502.6897
## 1236  769000 1236 ≤ 1 000 000  522154.9  -10055.5065    1054365.4   246845.0560
## 1237  799900 1237 ≤ 1 000 000  830376.8  297890.2097    1362863.4   -30476.7891
## 1238  375000 1238 ≤ 1 000 000  333730.3 -198550.0320     866010.7    41269.6830
## 1239  479000 1239 ≤ 1 000 000  415441.6 -116784.5745     947667.7    63558.4486
## 1240  275000 1240 ≤ 1 000 000  315215.6 -217106.4943     847537.7   -40215.5795
## 1241  235000 1241 ≤ 1 000 000  254015.1 -278385.3036     786415.5   -19015.1063
## 1242  229500 1242 ≤ 1 000 000  407791.6 -124738.2115     940321.5  -178291.6469
## 1243  735000 1243 ≤ 1 000 000  659160.1  125592.1475    1192728.0    75839.9115
## 1244  495000 1244 ≤ 1 000 000  402398.7 -129847.0573     934644.4    92601.3309
## 1245  149000 1245 ≤ 1 000 000  120876.2 -411828.7491     653581.1    28123.8378
## 1246  650000 1246 ≤ 1 000 000 1315106.7  780642.1229    1849571.2  -665106.6772
## 1247  295000 1247 ≤ 1 000 000  244106.1 -288364.1616     776576.4    50893.8891
## 1248  594000 1248 ≤ 1 000 000  302667.6 -229671.4210     835006.6   291332.4166
## 1249  619000 1249 ≤ 1 000 000  486378.3  -45817.4172    1018574.0   132621.7090
## 1250  539000 1250 ≤ 1 000 000  458331.3  -73846.0520     990508.7    80668.6837
## 1251  375000 1251 ≤ 1 000 000  589227.5   56933.4114    1121521.6  -214227.4908
## 1252  525000 1252 ≤ 1 000 000  906624.3  373803.5316    1439445.1  -381624.3163
## 1253  519000 1253 ≤ 1 000 000  390851.6 -141436.4158     923139.6   128148.4241
## 1254  795000 1254 ≤ 1 000 000  600948.5   68789.0576    1133108.0   194051.4760
## 1255  230000 1255 ≤ 1 000 000  319421.8 -212892.2718     851735.8   -89421.7778
## 1256  389900 1256 ≤ 1 000 000  545336.7   13147.8731    1077525.5  -155436.6780
## 1257  525000 1257 ≤ 1 000 000  446966.5  -85214.0634     979147.1    78033.4888
## 1258  429000 1258 ≤ 1 000 000  301581.3 -230867.1326     834029.8   127418.6684
## 1259  575000 1259 ≤ 1 000 000  791406.1  259007.1728    1323805.1  -216406.1297
## 1260  748000 1260 ≤ 1 000 000  715340.2  182432.9532    1248247.5    32659.7726
## 1261  729900 1261 ≤ 1 000 000  513673.7  -18568.2702    1045915.7   216226.2974
## 1262  265000 1262 ≤ 1 000 000  277291.7 -255081.6791     809665.1   -12291.6895
## 1263  995000 1263 ≤ 1 000 000 1720178.6 1184120.0714    2256237.1  -725178.6000
## 1264  524900 1264 ≤ 1 000 000  655199.8  122680.6779    1187719.0  -130299.8277
## 1265  310000 1265 ≤ 1 000 000  379882.4 -152354.6973     912119.4   -69882.3514
## 1266  395000 1266 ≤ 1 000 000  323323.3 -208992.1738     855638.7    71676.7456
## 1267  310000 1267 ≤ 1 000 000  610870.8   78692.6459    1143048.9  -300870.7565
## 1268  690000 1268 ≤ 1 000 000  561470.1   29322.9155    1093617.2   128529.9304
## 1269  585000 1269 ≤ 1 000 000  528576.2   -3752.8708    1060905.2    56423.8144
## 1270  624000 1270 ≤ 1 000 000  645126.6  112953.9471    1177299.2   -21126.5916
## 1271  409500 1271 ≤ 1 000 000  442148.4  -90030.6888     974327.5   -32648.4095
## 1272  549000 1272 ≤ 1 000 000  623592.4   91195.5903    1155989.3   -74592.4266
## 1273  549500 1273 ≤ 1 000 000  537514.7    5344.5076    1069684.9    11985.3197
## 1274  995000 1274 ≤ 1 000 000  809197.1  276753.3538    1341640.8   185802.9376
## 1275  380000 1275 ≤ 1 000 000  374773.5 -157461.4678     907008.5     5226.5054
## 1276  392000 1276 ≤ 1 000 000  413437.7 -118783.6505     945659.1   -21437.7201
## 1277  560000 1277 ≤ 1 000 000  442720.5  -89471.4593     974912.4   117279.5322
## 1278  449900 1278 ≤ 1 000 000  480395.6  -51876.2607    1012667.4   -30495.5642
## 1279  695000 1279 ≤ 1 000 000  394180.8 -138270.0876     926631.7   300819.1816
## 1280  250000 1280 ≤ 1 000 000  325711.4 -206661.5900     858084.5   -75711.4494
## 1281  150000 1281 ≤ 1 000 000  309870.1 -222499.6280     842239.7  -159870.0513
## 1282  689000 1282 ≤ 1 000 000  503970.0  -28183.8704    1036123.9   185029.9620
## 1283  219000 1283 ≤ 1 000 000  314974.4 -217359.5257     847308.3   -95974.3788
## 1284  750000 1284 ≤ 1 000 000  707972.5  175753.5716    1240191.5    42027.4670
## 1285  269000 1285 ≤ 1 000 000  346803.6 -185512.4026     879119.7   -77803.6410
## 1286  749000 1286 ≤ 1 000 000  834678.3  302296.1101    1367060.4   -85678.2683
## 1287  399950 1287 ≤ 1 000 000  388673.9 -143582.6262     920930.4    11276.1133
## 1288  845000 1288 ≤ 1 000 000  655262.6  123014.7870    1187510.4   189737.4099
## 1289  900000 1289 ≤ 1 000 000  653816.8  121588.4808    1186045.1   246183.1854
## 1290  450000 1290 ≤ 1 000 000  991330.3  458406.9874    1524253.5  -541330.2544
## 1291  349500 1291 ≤ 1 000 000 1401251.8  866576.9515    1935926.6 -1051751.7962
## 1292  360000 1292 ≤ 1 000 000  418250.3 -113963.0512     950463.7   -58250.3249
## 1293  389000 1293 ≤ 1 000 000  448068.8  -84122.6302     980260.2   -59068.8057
## 1294  649000 1294 ≤ 1 000 000  506414.9  -25754.1012    1038584.0   142585.0722
## 1295  299900 1295 ≤ 1 000 000  301151.1 -231175.6084     833477.8    -1251.1078
## 1296  585000 1296 ≤ 1 000 000  475899.9  -56290.4911    1008090.3   109100.1019
## 1297  649000 1297 ≤ 1 000 000  524434.7   -7727.6367    1056597.0   124565.3083
## 1298  699900 1298 ≤ 1 000 000  639587.6  107355.4790    1171819.7    60312.4177
## 1299  819000 1299 ≤ 1 000 000  702459.1  170147.8941    1234770.3   116540.9174
## 1300  649000 1300 ≤ 1 000 000  523975.1   -8344.7397    1056294.9   125024.9216
## 1301  365000 1301 ≤ 1 000 000  701044.3  166863.4860    1235225.1  -336044.2930
## 1302  385000 1302 ≤ 1 000 000  518504.0  -13654.4169    1050662.4  -133503.9896
## 1303  399500 1303 ≤ 1 000 000  377621.2 -154634.5391     909876.9    21878.8039
## 1304  189900 1304 ≤ 1 000 000  189318.9 -343221.0373     721858.8      581.1408
## 1305  779000 1305 > 1 000 000 1338769.4  795815.8722    1881722.9  -559769.3745
## 1306  499900 1306 ≤ 1 000 000  431254.7 -101114.6341     963624.1    68645.2893
## 1307  499000 1307 ≤ 1 000 000  306388.4 -225929.7883     838706.6   192611.6088
## 1308  789000 1308 ≤ 1 000 000  616872.4   84563.8422    1149181.0   172127.5769
## 1309  369000 1309 ≤ 1 000 000  442226.9  -89953.0903     974406.9   -73226.9198
## 1310 1500000 1310 ≤ 1 000 000 1527128.8  992141.4131    2062116.3   -27128.8337
## 1311  589000 1311 ≤ 1 000 000  450609.5  -81795.5145     983014.5   138390.5241
## 1312  624000 1312 ≤ 1 000 000  779976.4  247520.7655    1312432.0  -155976.3883
## 1313  725000 1313 ≤ 1 000 000  693394.9  161184.7135    1225605.2    31605.0625
## 1314  850000 1314 ≤ 1 000 000  735174.0  202686.5014    1267661.6   114825.9551
## 1315  725000 1315 ≤ 1 000 000  579699.4   47549.7135    1111849.0   145300.6378
## 1316  450000 1316 ≤ 1 000 000  498360.7  -33847.3075    1030568.6   -48360.6695
## 1317  750000 1317 ≤ 1 000 000  544207.3   12060.2024    1076354.4   205792.7224
## 1318  610000 1318 ≤ 1 000 000  515575.9  -16629.2810    1047781.2    94424.0587
## 1319  525000 1319 ≤ 1 000 000  542302.8   10109.9048    1074495.7   -17302.8024
## 1320  760000 1320 ≤ 1 000 000  512385.2  -19781.0486    1044551.4   247614.8052
## 1321  865000 1321 ≤ 1 000 000  719487.8  187219.9574    1251755.5   145512.2475
## 1322  499000 1322 ≤ 1 000 000  530408.0   -1923.7721    1062739.7   -31407.9521
## 1323  215000 1323 ≤ 1 000 000  299558.2 -232799.6094     831916.1   -84558.2234
## 1324  695000 1324 ≤ 1 000 000  570037.7   37880.9549    1102194.5   124962.2902
## 1325  875000 1325 ≤ 1 000 000  661769.9  129586.6428    1193953.2   213230.0594
## 1326  749000 1326 ≤ 1 000 000  719106.7  186835.7732    1251377.7    29893.2633
## 1327  559000 1327 ≤ 1 000 000  747899.2  213958.1910    1281840.3  -188899.2273
## 1328  525000 1328 ≤ 1 000 000  591780.8   59557.2865    1124004.3   -66780.8126
## 1329  495000 1329 > 1 000 000 1222483.3  679161.9924    1765804.6  -727483.2789
## 1330  728000 1330 ≤ 1 000 000  463299.7  -68875.0200     995474.5   264700.2701
## 1331  359000 1331 ≤ 1 000 000  424165.1 -108037.8268     956368.0   -65165.1006
## 1332  150000 1332 ≤ 1 000 000  328379.1 -203908.2707     860666.4  -178379.0582
## 1333  225000 1333 ≤ 1 000 000  279531.3 -252937.8047     812000.4   -54531.2954
## 1334  599900 1334 ≤ 1 000 000 1050684.1  517575.7257    1583792.5  -450784.0966
## 1335  315000 1335 ≤ 1 000 000  993863.0  460187.1914    1527538.9  -678863.0327
## 1336  475000 1336 ≤ 1 000 000  577503.9   45129.5948    1109878.3  -102503.9491
## 1337  287500 1337 ≤ 1 000 000  224160.1 -308292.0946     756612.3    63339.8985
## 1338  625000 1338 ≤ 1 000 000  546552.7   14336.9281    1078768.5    78447.2611
## 1339  499000 1339 ≤ 1 000 000  349568.6 -182697.5689     881834.9   149431.3531
## 1340  515000 1340 ≤ 1 000 000  560991.9   28698.5222    1093285.3   -45991.9122
## 1341  138000 1341 ≤ 1 000 000  230983.1 -301489.2903     763455.4   -92983.0694
## 1342  415000 1342 ≤ 1 000 000  357458.3 -174793.1152     889709.7    57541.6975
## 1343  310000 1343 ≤ 1 000 000  380190.7 -152042.2414     912423.7   -70190.7200
## 1344  421900 1344 ≤ 1 000 000  462823.7  -69386.8392     995034.2   -40923.7003
## 1345  729000 1345 ≤ 1 000 000  685685.8  153476.6923    1217894.9    43314.2219
## 1346  415000 1346 ≤ 1 000 000  645130.1  112952.8175    1177307.3  -230130.0784
## 1347  385000 1347 ≤ 1 000 000  446821.5  -85360.3474     979003.4   -61821.5243
## 1348  700000 1348 ≤ 1 000 000  933988.1  400444.3820    1467531.8  -233988.0985
## 1349  315000 1349 ≤ 1 000 000  431104.2 -101090.3630     963298.7  -116104.1561
## 1350  365000 1350 ≤ 1 000 000  687191.1  154413.0394    1219969.1  -322191.0838
## 1351  480000 1351 ≤ 1 000 000  416046.2 -116163.0037     948255.5    63953.7717
## 1352  425000 1352 ≤ 1 000 000  390361.9 -142024.1746     922747.9    34638.1480
## 1353  500000 1353 ≤ 1 000 000  550643.2   18295.3579    1082991.0   -50643.1926
## 1354  489000 1354 ≤ 1 000 000  468326.5  -63890.0984    1000543.2    20673.4625
## 1355  949000 1355 ≤ 1 000 000  471140.9  -61088.7404    1003370.5   477859.1382
## 1356  354000 1356 ≤ 1 000 000  299967.5 -232368.3146     832303.4    54032.4571
## 1357  899000 1357 ≤ 1 000 000  628999.0   96431.2884    1161566.8   270000.9532
## 1358  345000 1358 ≤ 1 000 000  670813.5  138549.3412    1203077.6  -325813.4714
## 1359  475000 1359 ≤ 1 000 000  440315.7  -91963.8686     972595.2    34684.3403
## 1360  285000 1360 ≤ 1 000 000  719184.1  186680.3755    1251687.7  -434184.0600
## 1361 1095000 1361 ≤ 1 000 000  602378.7   70177.2327    1134580.1   492621.3303
## 1362  619000 1362 ≤ 1 000 000  507194.3  -24987.8806    1039376.4   111805.7281
## 1363  485000 1363 ≤ 1 000 000  359591.9 -172657.4297     891841.2   125408.1213
## 1364  489000 1364 ≤ 1 000 000  495211.5  -37092.1545    1027515.1    -6211.4834
## 1365  360000 1365 ≤ 1 000 000  359593.4 -172674.5499     891861.4      406.5940
## 1366  275000 1366 ≤ 1 000 000  354765.6 -177499.8229     887031.0   -79765.5869
## 1367  699000 1367 ≤ 1 000 000  655949.8  123630.8556    1188268.8    43050.1533
## 1368  199999 1368 ≤ 1 000 000  379339.4 -152921.2814     911600.1  -179340.3875
## 1369  319000 1369 ≤ 1 000 000  547905.0   15581.4259    1080228.6  -228905.0115
## 1370  185000 1370 ≤ 1 000 000  254145.0 -278265.7619     786555.7   -69144.9737
## 1371 1195000 1371 ≤ 1 000 000  625598.3   93246.3253    1157950.3   569401.6833
## 1372  529000 1372 ≤ 1 000 000  540271.0    8111.1480    1072430.9   -11271.0122
## 1373  725000 1373 ≤ 1 000 000  689395.5  156854.8479    1221936.1    35604.5251
## 1374  147000 1374 ≤ 1 000 000  203829.2 -328659.6035     736318.0   -56829.1902
## 1375  979500 1375 ≤ 1 000 000  890378.6  357643.1825    1423114.0    89121.4168
## 1376  238500 1376 ≤ 1 000 000  334073.5 -198221.2982     866368.4   -95573.5430
## 1377  279000 1377 ≤ 1 000 000  475165.7  -57274.5819    1007605.9  -196165.6772
## 1378  668000 1378 ≤ 1 000 000  531809.5    -358.4309    1063977.4   136190.5051
## 1379  429000 1379 ≤ 1 000 000  445134.4  -87046.8743     977315.6   -16134.3514
## 1380  699999 1380 ≤ 1 000 000  649987.6  117517.5002    1182457.8    50011.3716
## 1381  415000 1381 ≤ 1 000 000  693538.9  161209.3111    1225868.6  -278538.9354
## 1382  215000 1382 ≤ 1 000 000  302111.5 -230236.7643     834459.7   -87111.4757
## 1383  649000 1383 ≤ 1 000 000  956235.5  422791.1165    1489679.8  -307235.4791
## 1384  459000 1384 ≤ 1 000 000  470008.3  -62344.0297    1002360.7   -11008.3382
## 1385  499500 1385 ≤ 1 000 000  659381.4  126886.1047    1191876.6  -159881.3603
## 1386  374360 1386 ≤ 1 000 000  540271.0    8111.1480    1072430.9  -165911.0122
## 1387  310000 1387 ≤ 1 000 000  367236.9 -165012.3830     899486.2   -57236.9305
## 1388  649000 1388 ≤ 1 000 000  579929.7   47778.2932    1112081.1    69070.2868
## 1389  300000 1389 ≤ 1 000 000  754992.7  222442.5659    1287542.9  -454992.7190
## 1390  234999 1390 ≤ 1 000 000  300878.2 -231535.8071     833292.3   -65879.2264
## 1391  150000 1391 ≤ 1 000 000  383665.8 -148744.8854     916076.4  -233665.7611
## 1392  425000 1392 ≤ 1 000 000  463386.3  -68882.7262     995655.4   -38386.3254
## 1393  650000 1393 ≤ 1 000 000  617054.9   83926.1048    1150183.7    32945.0776
## 1394  649000 1394 ≤ 1 000 000  476723.5  -55454.9909    1008902.0   172276.5048
## 1395  386900 1395 ≤ 1 000 000  376360.1 -155920.1687     908640.4    10539.8983
## 1396  659000 1396 ≤ 1 000 000  618789.8   86533.9010    1151045.7    40210.1983
## 1397  485000 1397 ≤ 1 000 000  393082.7 -139160.7834     925326.1    91917.3311
## 1398  225000 1398 ≤ 1 000 000  402917.1 -129429.7106     935264.0  -177917.1260
## 1399  625000 1399 ≤ 1 000 000  538349.7    6201.2948    1070498.1    86650.3124
## 1400  275000 1400 ≤ 1 000 000  363524.1 -168720.8064     895769.0   -88524.0813
##            ZRES_lm
## 1     0.0762564216
## 2    -1.2970567515
## 3     0.1751340992
## 4    -0.1086404823
## 5     0.0987788726
## 6     0.3529143534
## 7    -0.0840612717
## 8    -0.4473350967
## 9    -0.6300699424
## 10    0.1488235835
## 11    0.9405129024
## 12    0.0351748695
## 13   -0.6086446982
## 14    0.3952812928
## 15    2.2990070118
## 16   -0.1565711042
## 17    0.1145241905
## 18   -1.3663773807
## 19    0.5013939485
## 20    0.6425462494
## 21   -0.3687811244
## 22   -0.1207895932
## 23   -0.1358554387
## 24    0.0153847098
## 25    1.8145731581
## 26   -0.0647679719
## 27   -0.1066390666
## 28    0.2049837418
## 29   -0.3630275138
## 30    0.2203767170
## 31   -0.8064333098
## 32   -0.6167472734
## 33    1.6886718674
## 34   -0.4952995320
## 35   -0.7110914365
## 36   -0.2470391674
## 37   -0.3169052637
## 38   -1.0028942014
## 39   -0.6900432379
## 40    0.4348585642
## 41   -0.3914450653
## 42   -0.1180516625
## 43   -0.4021778089
## 44    0.0552712721
## 45   -0.3118892438
## 46    0.0376389082
## 47   -0.3506821840
## 48    2.5878009942
## 49   -0.5142207207
## 50    0.4083586375
## 51    0.1765788652
## 52   -0.2038947547
## 53   -0.0621673739
## 54   -0.0464823502
## 55   -0.9834985282
## 56   -1.1329390244
## 57    1.2903561181
## 58    1.2918021207
## 59    0.0268304282
## 60    1.6833970570
## 61   -1.1330017413
## 62   -0.9283349072
## 63    0.1128007502
## 64    0.2788971486
## 65   -0.4121681633
## 66   -1.9756169662
## 67    0.5096282001
## 68    0.2892023342
## 69    0.9105362165
## 70   -0.5442237412
## 71    0.2904086721
## 72    0.1162144628
## 73    0.3540502940
## 74    1.0703546118
## 75   -0.2061523288
## 76    0.2868848231
## 77   -0.6183874445
## 78   -0.3946330822
## 79   -0.3039970439
## 80    0.4804397930
## 81   -0.3035262792
## 82    0.7811026258
## 83    0.0322756991
## 84   -0.4658010977
## 85   -0.0845773607
## 86   -0.3442041007
## 87   -0.2307099403
## 88    0.0478156122
## 89    0.5538420151
## 90    0.3271059994
## 91   -0.1919797429
## 92   -0.0917968934
## 93   -0.3705508530
## 94   -0.3258821599
## 95    0.4275803681
## 96    0.7821165147
## 97    1.1693291044
## 98   -0.1439715217
## 99   -0.0430374393
## 100   1.2657093553
## 101   0.4039985796
## 102  -0.6642254452
## 103   0.3707972650
## 104  -1.3873701456
## 105  -1.1058437542
## 106   0.8151293420
## 107  -1.0547535905
## 108  -0.1786445272
## 109  -0.7894744005
## 110  -0.1066291509
## 111  -0.4637373347
## 112  -0.5023843268
## 113  -0.5215349660
## 114   0.0300468976
## 115   0.4507603432
## 116   0.4610996644
## 117  -0.1173923672
## 118  -0.0545969324
## 119   1.4025034972
## 120   0.3844304314
## 121   0.2314462335
## 122  -0.2540507761
## 123  -0.0318308395
## 124   0.1867038445
## 125  -0.3006339560
## 126   0.1572120934
## 127   0.4063576958
## 128  -0.0042556178
## 129  -0.7613263717
## 130   0.8775069009
## 131   0.4850258511
## 132   0.3159144339
## 133  -1.4318978798
## 134  -0.2736849773
## 135  -0.7274824757
## 136   0.2587292307
## 137   1.5138970686
## 138  -0.4109655505
## 139   0.1464471511
## 140  -0.1050668442
## 141  -0.1326946555
## 142  -0.6452740623
## 143   0.8620228465
## 144   3.4998472765
## 145  -1.0194727999
## 146   0.6093816425
## 147   1.4929349561
## 148   0.3163568471
## 149  -0.3958188383
## 150  -0.3252296698
## 151  -0.3424387734
## 152  -0.7723654770
## 153  -0.0818277108
## 154  -0.3447870808
## 155   0.3214411364
## 156  -0.3712158910
## 157  -0.2351051474
## 158   0.1256940656
## 159  -0.2641391927
## 160  -0.1918376114
## 161   0.8212267343
## 162   0.5092872838
## 163  -0.4310740160
## 164  -0.2884184582
## 165   0.6695456636
## 166  -1.0767177789
## 167   0.2052615417
## 168   0.0134575203
## 169  -1.6244741099
## 170  -0.1352767519
## 171  -0.3092672929
## 172  -0.8400629061
## 173   0.9676026280
## 174  -0.2216201061
## 175  -0.8771358703
## 176   0.0742062509
## 177   0.2758341213
## 178  -0.5521662941
## 179  -0.7853061224
## 180   0.5036718927
## 181  -0.4423024592
## 182   0.5696573725
## 183  16.1048403060
## 184   1.3974785241
## 185  -0.1030621521
## 186   1.1531882636
## 187  -0.4165088328
## 188  -1.9687041471
## 189  -0.1089542649
## 190   1.1180589829
## 191  -0.4230160515
## 192  -0.2746867205
## 193  -0.3905931176
## 194  -0.0545150182
## 195   0.0013872433
## 196  -0.0843789045
## 197  -4.9946489122
## 198  -0.6792908983
## 199  -0.4794131017
## 200  -0.0123180577
## 201   0.6706687477
## 202   0.1514678879
## 203   1.4237797321
## 204  -0.2007978709
## 205   0.2670462398
## 206   0.2287235144
## 207  -0.5411502849
## 208   0.7010892899
## 209   0.2900327612
## 210  -0.0746532238
## 211  -0.5815461078
## 212   0.0810547200
## 213   0.0106831488
## 214  -1.1155116876
## 215  -1.0649901567
## 216   0.4312866363
## 217   0.2413886044
## 218   0.4338820857
## 219   0.2696772993
## 220   0.1555482967
## 221   0.1256900244
## 222  -0.3800188424
## 223   0.1175927032
## 224   0.0301717706
## 225   0.4491701656
## 226  -1.1317926691
## 227  -0.2663463239
## 228   0.4528930135
## 229   0.3387165184
## 230   0.8251530854
## 231  -0.2272312224
## 232  -1.4915430649
## 233  -0.2948797085
## 234  -1.1634901463
## 235  -0.6706960318
## 236  -0.3827276328
## 237  -1.0080399371
## 238   0.1426997864
## 239   0.3507938499
## 240  -0.3391454287
## 241  -0.0567906062
## 242  -0.1121884729
## 243  -0.2166296825
## 244   0.5002484452
## 245  -0.2160422248
## 246   0.1525213207
## 247  -0.4067450317
## 248  -0.5303310382
## 249   1.0300889175
## 250  -0.8520937185
## 251  -0.5452833108
## 252  -0.3403038740
## 253  -0.1445197840
## 254   4.4425302828
## 255  -0.1826014343
## 256   0.7149330964
## 257  -2.0573850490
## 258   0.3084098511
## 259  -0.6889650043
## 260  -0.0840477278
## 261   0.1442488172
## 262  -0.2237085007
## 263  -0.5402462026
## 264  -0.0954816957
## 265  -1.3632524275
## 266   0.0244957910
## 267   0.3933523282
## 268   0.8203438499
## 269   0.3944672839
## 270   0.5845027588
## 271  -0.0295217993
## 272   0.2332554556
## 273   0.0940337542
## 274   0.0604773183
## 275  -0.3799743199
## 276  -0.0898020754
## 277   0.5883358844
## 278   0.3316093047
## 279   0.3687526192
## 280  -5.4764827424
## 281  -0.1068705531
## 282  -0.1143037424
## 283   0.4824461578
## 284   0.3372470094
## 285  -0.1081674381
## 286   0.5094139190
## 287  -0.1145433534
## 288   0.3418228085
## 289  -0.3706112257
## 290  -0.7968531147
## 291  -0.6269263472
## 292   0.6843449039
## 293   0.2255283589
## 294  -1.3724650445
## 295  -0.6114113346
## 296   0.0024998395
## 297  -0.0346162869
## 298   1.9048383921
## 299  -0.4746684333
## 300  -0.6236515138
## 301   0.7095375801
## 302  -0.7501214946
## 303  -0.6169541897
## 304   0.0045004026
## 305   0.6665508960
## 306   1.2502853186
## 307   1.0275291053
## 308  -0.5519241773
## 309  -0.0515159613
## 310   0.4239062047
## 311  -0.1156355126
## 312  -0.4938979477
## 313   0.5404253845
## 314  -0.4243014767
## 315   0.1159098916
## 316  -0.4934456406
## 317  -0.2266243881
## 318   1.0642457933
## 319   0.4174639395
## 320   0.2459352832
## 321   0.9945622964
## 322   1.5384766318
## 323  -0.2205363468
## 324   0.9466177153
## 325   0.7344503180
## 326   0.3945781893
## 327   0.1566568803
## 328   0.0325335093
## 329   0.5725687239
## 330  -0.2186543005
## 331  -0.0334791726
## 332   0.9386093622
## 333  -0.9939535962
## 334   1.7026671005
## 335   4.6566464604
## 336   0.1943809677
## 337   0.0386501217
## 338  -0.5309802038
## 339   0.4248328105
## 340   0.5279239618
## 341  -0.1454333386
## 342  -0.0232170301
## 343   0.2130447832
## 344   0.1272673656
## 345  -0.1329060465
## 346   0.2739582038
## 347   0.3453625584
## 348   3.9133955484
## 349  -0.9696651623
## 350  -0.9177669067
## 351  -0.4175837859
## 352   0.1728722668
## 353   0.7166170119
## 354  -0.2183743455
## 355  -0.6309997448
## 356  -0.0087308691
## 357  -0.3434516782
## 358  -0.5329720889
## 359   0.6208186252
## 360  -0.1567305678
## 361   0.0016751809
## 362   0.5444502012
## 363   0.3123821222
## 364   0.3695450959
## 365  -0.3297975290
## 366   1.2058821027
## 367  -0.7912262313
## 368   0.6526504895
## 369   0.3966623901
## 370  -1.0795255955
## 371   0.1805179321
## 372  -0.5372998785
## 373   1.7310601290
## 374  -0.4107448644
## 375   0.5298592150
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maison <- add_residuals(maison, modele_lm, var = "RES_lm")


#Carte des résidus
carte_geo(maison, long="longitude", lat="latitude", 
          variable="ZRES_lm", 
          nb_groupes=5,
          intervalles="quantiles",
          couleur=c('red', 'blue'), 
          taille=3,
          titre="Répartition locations")
#Distance minimale et distance maximale
#min(matrice_distances[matrice_distances != 0])
# 20.15158
#max(matrice_distances)
#1187444

#matrice_distance = distm(cbind(maison$longitude, maison$latitude), cbind(maison$longitude, maison$latitude), fun=distGeo)

#INDICE DE MORAN

matrice_distances <- distm(
  cbind(maison$longitude, maison$latitude),
)

IMoran(maison$RES_lm, matrice_distances)
##      n   observed      expected          sd p.value
## 1 1400 0.07267485 -0.0007147963 0.004523867       0
  1. Serait-il inapproprié de se servir des coefficients du modèle pour expliquer l’apport individuel de chaque variable explicative sur le prix ?

Oui, il serait inapproprié d’interpréter directement les coefficients du modèle pour expliquer l’effet individuel de chaque variable sur le prix, car l’hypothèse d’indépendance des résidus n’est pas respectée, comme démontré par l’indice de Moran significatif.

Lorsque les résidus présentent une autocorrélation spatiale, cela signifie qu’il existe une structure non modélisée liée à la localisation géographique. Dans ce cas, les coefficients estimés peuvent être biaisés ou imprécis, car le modèle omet une dimension importante de l’information (l’espace).

Il devient donc risqué de tirer des conclusions causales sur l’impact d’une variable, car une partie de l’effet attribué à une variable pourrait en réalité provenir de la proximité géographique ou d’un facteur spatial non inclus dans le modèle.

QUESTION 2 (12 points [2-1-2-2-2-2-1]) Prenons maintenant l’approche des régressions géopondérées. On utilisera les 30 voisins les plus proches et la fonction de pondération gaussienne pour créer les modèles de régression linéaire. Un bout de code vous est déjà proposé pour monter les modèles de régression géopondérée (MQG813_Devoir6_E25_BoutDeCode.R). Ce bout de code nécessitera quelques ajustements mineurs.

#Determiner la variable dependante
dependante <- "prix"

#Determiner les variables explicatives numeriques
explicatives_num <- c("taxes_scolaires", "assurances")

#Determiner les variables explicatives categoriques
explicatives_cat <- c("taille_cat")

#Assurer que les variables categoriques soient de type "facteur"
for(j in explicatives_cat){
  maison[[j]] <- as.factor(maison[[j]])
}

#Equation de regression lineaire
eq_reg <- equation(dependante, c(explicatives_num, explicatives_cat))

#Nombre de voisins a considerer
k <- 30

#Creer des colonnes vides qui hebergeront 
#les previsions, les residus et les coefficents de regression
nom_prev <- paste("prev_", k, sep="")
nom_resid <- paste("resid_", k, sep="")
nom_coeff_constante <- paste("coeff_constante_", k, sep="")
nom_r2 <- paste("r2_", k, sep="")
maison[["prev"]] <- as.numeric(NA)
maison[["resid"]] <- as.numeric(NA)
maison[["coeff_constante"]] <- as.numeric(NA)
maison[["r2"]] <- as.numeric(NA)
for(i in explicatives_num){
  maison[[paste("coeff", i, k, sep="_")]] <- as.numeric(NA)
}
for(i in explicatives_cat){
  for(j in 2:nlevels(maison[[i]])){
    maison[[paste("coeff", i, levels(maison[[i]])[j], k, sep="_")]] <- as.numeric(NA)
  }
}

#Initialisation de la barre de progres
pb <- txtProgressBar(min = 0,
                     max = nrow(maison),
                     style = 3,
                     width = 50,
                     char = "=") 
##   |                                                          |                                                  |   0%
#Boucle qui generera les RGP
#Remarque : Choisir la fonction de poids voulue et mettre les 2 autres en commentaires
for(i in 1:nrow(maison)){
  
  #Calcul des distances par rapport a l'observation actuelle (i)
  maison$distances_temp <- NA
  maison$distances_temp <- distGeo(maison[i, c("longitude", "latitude")], maison[, c("longitude", "latitude")])
  
  #Filtrer les observations situees a l'interieur du rayon
  data_temp <- maison[, c("ID", "distances_temp")] %>%
    filter(ID!=i) %>% arrange(distances_temp)
  
  filtre_temp <- data_temp[1:k, "ID"]
  
  #Creation de la variable des poids
  maison$w <- 0
 # data[filtre_temp, "w"] <- 1
  #data[filtre_temp, "w"]<- w_bisquare(data[filtre_temp, "distances_temp"], max(data[filtre_temp, "distances_temp"], na.rm=T))
  maison[filtre_temp, "w"] <- w_gaussian(maison[filtre_temp, "distances_temp"], max(maison[filtre_temp, "distances_temp"], na.rm=T))
  
  #Definition du modele de regression
  reg.temp <- lm(eq_reg, data = maison, weights = w)
  
  #Previsions, residus et coefficients
  maison[i, "prev"] <- predict(reg.temp, maison[i, ])
  maison[i, "resid"] <- maison[i, dependante] - maison[i,"prev"]
  maison[i, "r2"] <- summary(reg.temp)$r.squared
  maison[i, "coeff_constante"] <- reg.temp$coefficients[1]
  for(j in explicatives_num){
    maison[i, paste("coeff", j, k, sep="_")] <- reg.temp$coefficients[j]
  }
  for(j in explicatives_cat){
    for(l in 2:nlevels(maison[[j]])){
      maison[i, paste("coeff", j, levels(maison[[j]])[l], k, sep="_")] <- reg.temp$coefficients[paste(j, levels(maison[[j]])[l], sep="")]
    }
  }
  setTxtProgressBar(pb, i)
}
##   |                                                          |                                                  |   1%  |                                                          |=                                                 |   1%  |                                                          |=                                                 |   2%  |                                                          |=                                                 |   3%  |                                                          |==                                                |   3%
## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
##   |                                                          |=========================                         |  51%  |                                                          |==========================                        |  51%
## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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## Warning in predict.lm(reg.temp, maison[i, ]): prediction from rank-deficient
## fit; attr(*, "non-estim") has doubtful cases
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close(pb)
  1. À l’aide de l’I de Moran, peut-on affirmer que les résidus des modèles de régressions géopondérées sont spatialement indépendants au seuil α = 0,05 ? Oui, on peut affirmer que les résidus du modèle de régression géopondérée sont spatialement indépendants au seuil de 0,05.

L’indice de Moran observé est de 0.0017, très proche de zéro, ce qui suggère une absence d’autocorrélation spatiale. De plus, la valeur-p associée est de 0.5909, bien supérieure au seuil α = 0,05. Par conséquent, on ne rejette pas l’hypothèse nulle d’indépendance spatiale des résidus.

Ce résultat confirme que le modèle géopondéré a permis de corriger l’autocorrélation spatiale observée dans le modèle classique. Autrement dit, la prise en compte de la proximité géographique dans la pondération a permis de mieux expliquer la structure spatiale des données.

#Calcul du I de Moran (plage d'apprentissage)
matrice_distance <- distm(maison[, c("longitude", "latitude")])
IMoran(maison[["resid"]], matrice_distance)
##      n    observed      expected          sd   p.value
## 1 1400 0.001696648 -0.0007147963 0.004486681 0.5909448
# i de moran est pres de 0et il est pas significativf.. bonne nouvelle..le modele cree explique pas mal laspet spatial
#et les res qui restent sont pas spatialmenet correlees
  1. Combien de valeurs aberrantes observons-nous au niveau des résidus standardisés ?
#Calcul des residus standardises
maison$ZRES <- NA
maison$ZRES <- scale(maison$resid)[,1]

#Graphe des residus standarisee
carte_geo(maison, long="longitude", lat="latitude", 
          variable="ZRES", nb_groupes=5,
          intervalles="quantiles",
          #intervalles=c(-10,-3,-2,-1,0,1,2,3,4),
          couleur=c('blue', 'red'), 
          taille=3, 
          titre="Répartition des résidus",
          position="bottomright")
#Nuage de points des residus standardises
ggplot(data=maison, aes(x=prev, y = ZRES)) +
  geom_point() +
  geom_hline(yintercept = 3, linetype = "dotted", color = "darkblue") +
  geom_hline(yintercept = -3, linetype = "dotted", color = "darkblue") +
  geom_hline(yintercept = 0)

(c) De combien améliore-t-on le MAPE en utilisant des modèles de régressions géopondérées par rapport au modèle global de la question 1 ?

# Création de l'objet indices avec la première ligne (modele global)
indices <- indices_performance("prix", "PREV_lm", maison)

# Ajout de la deuxième ligne (modele géopondéré)
indices <- rbind(indices,
                 indices_performance("prix", "prev", maison))

# Nommer les lignes pour que ce soit plus lisible
row.names(indices) <- c("modele_global", "geopondere")

# Affichage du tableau comparatif
indices
##                  N      MAD     MAPE
## modele_global 1400 155614.9 0.304667
## geopondere    1400 143965.0 0.266719
  1. À partir des résultats des modèles de régressions géopondérées, nommez un secteur où chaque dollar payé en taxes scolaires a le moins d’impact sur le prix affiché. Justifiez votre réponse par une carte appropriée.

  2. À partir des résultats des modèles de régressions géopondérées, peut-on dire que dans la Ville de Québec, une propriété sur un terrain de plus de 1 000 000 pieds carrés est avantageuse par rapport à une propriété sur un terrain de moins de 1 000 000 pieds carrés ? Justifiez votre réponse par une carte appropriée.

  3. Présentez et analysez la carte des R².

  4. Quel est le plus haut taux d’erreur absolu produit par ces modèles de régressions géopondérées ?