> donnees <- data.frame(
+ Groupe = c("A", "O", "A", "A", "B"),
+ Rhesus = c("+", "-", "+", "-", "-"),
+ row.names = c("Ind. 1", "Ind. 2", "Ind. 3", "Ind. 4", "Ind. 5")
+ )
>
> donnees[] <- lapply(donnees, as.factor)
>
> print_table(donnees)Analyse des Correspondances Multiples
ACM
1 Objectifs
1.1 Description des données : tableau condensé
On travaille sur des tableaux de données où
- les lignes correspondent aux individus
- les colonnes correspondent aux variables qualitatives étudiées (i.e. des modalités discrètes)
| Variable 1 | \cdots | Variable p | |
|---|---|---|---|
| Individu 1 | x_{11} | \cdots | x_{1p} |
| \vdots | \vdots | \vdots | |
| Individu n | x_{n1} | \cdots | x_{np} |
x_{ik} : mesure de la variable k pour l’individu i.
Un tel tableau sera nommé tableau condensé, et est de taille n \times p.
1.2 Description des données : tableau disjonctif complet
Le tableau précédent est transformé avec un codage binaire (one-hot encoding)
| Variable 1 | \cdots | Variable p | |||||
|---|---|---|---|---|---|---|---|
| mod. 1 | \cdots | mod. J_1 | \cdots | mod. 1 | \cdots | mod. J_p | |
| Individu 1 | t_{1,(1,1)} | \cdots | t_{1,(1,J_1)} | \cdots | t_{1,(p,1)} | \cdots | t_{1,(p,J_p)} |
| \vdots | \vdots | \vdots | \vdots | \vdots | \vdots | \vdots | \vdots |
| Individu n | t_{n,(1,1)} | \cdots | t_{n,(1,J_1)} | \cdots | t_{n,(p,1)} | \cdots | t_{n,(p,J_p)} |
Pour chaque variable k ayant J_k modalités, on crée une colonne par modalité (k,j).
t_{i,(k,j)} = \begin{cases} 1 & \text{si l'individu $i$ possède la modalité $j$ de la variable $k$,} \\ 0 & \text{sinon.} \end{cases}
Ce tableau est nommé tableau disjonctif complet (TDC), et est de taille n \times J, avec J = \sum_{k=1}^p J_k.
Chaque individu possède exactement une modalité par variable qualitative. On a pour tout i=1,\dots,n \sum_{k,j} t_{i,(k,j)} =p
1.3 Exemple
Tableau condensé des groupes sanguins
| Groupe sanguin | Rhésus | |
|---|---|---|
| Ind. 1 | A | + |
| Ind. 2 | O | - |
| Ind. 3 | A | + |
| Ind. 4 | A | - |
| Ind. 5 | B | - |
Tableau disjonctif complet associé
| Groupe sanguin | Rhésus | ||||
|---|---|---|---|---|---|
| A | B | O | + | - | |
| Ind. 1 | 1 | 0 | 0 | 1 | 0 |
| Ind. 2 | 0 | 0 | 1 | 0 | 1 |
| Ind. 3 | 1 | 0 | 0 | 1 | 0 |
| Ind. 4 | 1 | 0 | 0 | 0 | 1 |
| Ind. 5 | 0 | 1 | 0 | 0 | 1 |
Tableau condensé des groupes sanguins
| Groupe | Rhesus | |
|---|---|---|
| Ind. 1 | A | + |
| Ind. 2 | O | - |
| Ind. 3 | A | + |
| Ind. 4 | A | - |
| Ind. 5 | B | - |
Tableau Disjonctif Complet
> library(ade4)
> tab_disjonctif <- acm.disjonctif(donnees)
> print_table(tab_disjonctif)| Groupe.A | Groupe.B | Groupe.O | Rhesus.- | Rhesus.+ | |
|---|---|---|---|---|---|
| Ind. 1 | 1 | 0 | 0 | 0 | 1 |
| Ind. 2 | 0 | 0 | 1 | 1 | 0 |
| Ind. 3 | 1 | 0 | 0 | 0 | 1 |
| Ind. 4 | 1 | 0 | 0 | 1 | 0 |
| Ind. 5 | 0 | 1 | 0 | 1 | 0 |
1.4 Objectifs de l’ACM
Décrire les liaisons entre p variables qualitatives qui sont simultanément observées sur n individus.
Étude des individus
- Identifier des profils d’individus en étudiant les modalités en commun.
- Étudier la variabilité des profils.
- Extraire les principales dimensions.
Étude des variables
- Identifier les liaisons entre variables.
- Visualisation d’ensemble d’association entre modalités.
- Construction de variable synthétique.
Astuce
Effectuer une ACM consiste à appliquer l’AFC au TDC c’est à dire à effectuer une ACP pondérée des nuages des points-individus et des points-modalités (centrés). On reprendra donc largement les résultats du cours d’AFC.
2 Étude du nuage des individus
2.1 Pondération du TDC
Soit T = (t_{ij}) la matrice du TDC, de taille n \times J, où t_{ij} = \begin{cases} 1 & \text{si l'individu $i$ possède la modalité $j$,} \\ 0 & \text{sinon.} \end{cases}
En ACM, on traite le TDC comme un tableau de contingence : la fréquence de la modalité j vaut f_j = \frac{1}{n}\sum_{i=1}^n t_{ij}.
- Construction de la matrice X
- Valorisation de la rareté : on divise t_{ij} par f_j pour donner plus de poids aux modalités rares.
- Centrage : on soustrait 1 pour obtenir des colonnes de moyenne nulle : x_{ij} = \frac{t_{ij}}{f_j} - 1
- Interprétation
- Matrice X = (x_{ij}) : c’est le tableau centré-réduit (au sens du \chi^2) sur lequel on applique une ACP1.
- Profils individus : la ligne i représente la position de l’individu i (chacun avec un poids 1/n).
1 Comme en AFC cela revient a utiliser la métrique du \chi^2 avec poids D^{-1}_c \in \mathbb{R}^J
2.2 Exemple (suite)
Pour le groupe sanguin, on a
| Modalité | A | B | O | + | - |
|---|---|---|---|---|---|
| Fréquence f_j | \frac{3}{5} | \frac{1}{5} | \frac{1}{5} | \frac{2}{5} | \frac{3}{5} |
Les individus de groupes B ou O auront une contribution plus forte, ce qui met en évidence les profils spécifiques.
Le tableau transformé X = (x_{ij}) est alors
| Individu | A | B | O | + | - |
|---|---|---|---|---|---|
| Ind. 1 | \frac{2}{3} | -1 | -1 | \frac{3}{2} | -1 |
| Ind. 2 | -1 | -1 | 4 | -1 | \frac{2}{3} |
| Ind. 3 | \frac{2}{3} | -1 | -1 | \frac{3}{2} | -1 |
| Ind. 4 | \frac{2}{3} | -1 | -1 | -1 | \frac{2}{3} |
| Ind. 5 | -1 | 4 | -1 | -1 | \frac{2}{3} |
Ainsi, pour l’individu 1 qui est de groupe A,
x_{1,A} = \frac{1}{3/5} - 1 = \frac{5}{3} - 1 = \frac{2}{3}.
On procède de même pour chaque modalité de toutes les variables, puis on applique l’ACP au tableau X obtenu.
2.3 Une première ACP sur les profils lignes
On considère un nuage d’individus (ou de profils-lignes) vivant dans \mathbb{R}^J.
- Objectif : Chercher un sous-espace représenté par des axes factoriels tels que la forme du nuage de points soit la moins altérée possible après projection orthogonalisée.
- Inertie et Distance : La « forme » du nuage est caractérisée par son inertie, dont le calcul nécessite une métrique (notion de distance) appropriée entre deux individus i et i'.
NoteMétriques usuelles
- ACP normée : Métrique euclidienne usuelle M = I_J (les variables sont réduites, la distance s’écrit d(i, i')^2 = \sum_j (x_{ij} - x_{i'j})^2).
- AFC / ACM : Métrique du \chi^2 avec M = \text{diag}(1/f_j) (pondération par l’inverse de la fréquence pour sur-pondérer les modalités rares).
2.4 Distance du \chi^2 entre deux lignes
Pour tout i,i' = 1, \dots, n on pose: d(i, i')^2 = \sum_{j=1}^J \frac{f_j}{p} (x_{ij} - x_{i'j})^2 = \frac{1}{p} \sum_{j=1}^J \frac{1}{f_{j}} (t_{ij} - t_{i'j})^2
Donc deux individus sont proches s’ils possèdent les mêmes modalités, sachant que l’on donne plus de “poids” dans cette distance au fait que ces deux individus ont en commun une modalité rare (n_j petit):
- d(i,i') =0 si i et i' prennent les mêmes modalités ;
- d(i,i') est faible si i et i' ont en commun beaucoup de modalités ;
- d(i,i') augmente avec le nombre de modalités différentes entre i et i' ;
- d(i,i') est d’autant plus grande si i ou (exclusif) i' possède une modalité rare.
2.5 Inertie du nuage de points
- Distance d’un individu au barycentre G Comme le tableau est centré, la distance au centre de gravité G s’écrit :
d(i, G)^2 = \sum_{j=1}^J \frac{f_{j}}{p} x_{ij}^2 = \frac{1}{p} \sum_{j=1}^J f_{j}\left( \frac{t_{ij}}{f_{j}} - 1\right)^2 = \frac{1}{p} \sum_{j=1}^J \frac{t_{ij}}{f_{j}} - 1
- Inertie totale du nuage d’individus
I(L) = \text{Inertie}_{\text{tot}} = \frac{1}{n} \sum_{i=1}^n d(i, G)^2 = \frac{1}{np} \sum_{i=1}^n \sum_{j=1}^J \frac{t_{ij}}{f_j} - 1 = \frac{J}{p} - 1
Remarque:
- En AFC : L’inertie totale des nuages (profils-lignes ou colonnes) s’interprète directement comme la valeur du \frac{\chi^2}{n}, qui mesure l’écart à l’indépendance entre les deux variables qualitatives.
- En ACM : Ce n’est plus le cas. L’inertie dépend uniquement de \frac{J}{p} - 1, c’est-à-dire du nombre moyen de modalités par variable moins 1.
2.6 Illustration : jeu de données hobbies
- 8403 individus (6905 après nettoyage)
- 17 variables qualitatives actives indiquant la pratique ou non du loisir proposé, et une 18ème pour le nombre moyen d’heures journalières à regarder la TV.
- 4 variables qualitatives supplémentaires (sexe, âge, profession, statut matrimonial).
- 1 variable quantitative supplémentaire (nombre d’activités).
> library(FactoMineR)
> data(hobbies)| Reading | Listening music | Cinema | Show | Exhibition | Computer | Sport | Walking | Travelling | Playing music | Collecting | Volunteering | Mechanic | Gardening | Knitting | Cooking | Fishing | TV | Sex | Age | Marital status | Profession | nb.activitees | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11000210 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 2 | F | (55,65] | Married | Management | 11 |
| 11000410 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 4 | M | (45,55] | Married | NA | 9 |
| 11000610 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 4 | F | (25,35] | Remarried | Management | 5 |
| 11000710 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | M | (75,85] | Married | NA | 5 |
| 11000810 | 1 | 1 | 1 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | M | (55,65] | Married | Employee | 6 |
| 11000910 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | M | (45,55] | Married | Manual labourer | 2 |
2.6.1 Nettoyage des données
> df <- hobbies[, 1:23]
>
> quali_vars <- c(1:22)
> df[quali_vars] <- lapply(df[quali_vars], as.factor)
>
> quanti_vars <- c(18,23)
> df[quanti_vars] <- lapply(df[quanti_vars], as.numeric)
>
> # Supprimer TOUTES les lignes contenant au moins un NA sur ces colonnes
> df_clean <- df[complete.cases(df), ]
>
> cat(dim(df), dim(df_clean))8403 23 6905 23> hobbies.mca <- MCA(df_clean, quali.sup = 19:22, quanti.sup = c(18,23), graph = FALSE)
2.7 Représentation graphique du nuage des individus
Représentation du nuage des individus sur le 1er plan principal
- Pas d’allure particulière du nuage de points.
- On peut faire apparaître les modalités et les variables pour aider à l’interprétation.
2.8 Représentation graphique des moyennes des profils lignes stratifiés par activités
On peut calculer le barycentre (euclidien) de chaque modalité : G^{(mod)}(j) = \sum_{i=1}^n \frac{t_{ij}}{n_{j}} C_r^{(ind)}(i)
où
- C_r^{(ind)}(i) désigne la coordonnée de l’individu i sur le r-ième axe factoriel ;
- t_{ij} \in \{0,1\} l’indicateur d’appartenance à la modalité j ;
- n_{ j} = \sum_{i=1}^n t_{ij} l’effectif de cette modalité.
2.9 Validation empirique
On a vu une séparation nette des modalités « Oui » et « Non » le long de la première bissectrice.
On peut vérifier en observant les 1000 individus situés aux extrémités de certains axes.
2.10 Rapport de corrélation
Pour synthétiser l’information portée par les variables qualitatives k sur chaque axe r, on utilise le rapport de corrélation \eta^2_{r,k} : \eta_{r,k}^2 = \frac{\text{Inertie}_{\text{inter}, r, k}}{\lambda_r} \quad \in [0;1]
avec \text{Inertie}_{\text{inter}, r, k} l’inertie inter-classe de la k-ième variable sur l’axe de rang r :
\text{Inertie}_{\text{inter}, r, k} = \sum_{j=1}^{J_k} \frac{f_j}{n} \left( \frac{1}{f_j} \sum_{i=1}^n t_{ij} C_r^{(\text{ind})}(i) \right)^2
Plus \eta_{r,k}^2 est proche de 1:
- plus la liaison est forte entre la composante r et la variable k
- plus on observe une séparation des modalités de la variable k sur l’axe r
Si \eta_{r,k}^2 est petit : les barycentres des modalités de la variable k sont tous confondus à l’origine.
> hobbies.mca$var$eta2[, 1:2]| Dim 1 | Dim 2 | |
|---|---|---|
| Reading | 0.243 | 0.003 |
| Listening music | 0.262 | 0.035 |
| Cinema | 0.374 | 0.111 |
| Show | 0.377 | 0.035 |
| Exhibition | 0.405 | 0.001 |
| Computer | 0.308 | 0.029 |
| Sport | 0.276 | 0.019 |
| Walking | 0.178 | 0.089 |
| Travelling | 0.358 | 0.001 |
| Playing music | 0.202 | 0.002 |
| Collecting | 0.038 | 0.028 |
| Volunteering | 0.111 | 0.018 |
| Mechanic | 0.130 | 0.219 |
| Gardening | 0.054 | 0.484 |
| Knitting | 0.016 | 0.075 |
| Cooking | 0.126 | 0.090 |
| Fishing | 0.000 | 0.163 |
Voir le nuage des individus
3 Étude du nuage des variables
3.1 Distance du \chi^2 entre deux colonnes (modalités)
Le principe est identique à celui appliqué aux individus. On munit l’espace des individus d’une métrique définie par la matrice diagonale des poids D_r = \operatorname{Diag}(f_i) = \frac{p}{n \cdot p} I_n = \frac{1}{n} I_n.
- La distance du \chi^2 entre deux modalités j et j' s’écrit alors :
d^2(j, j') = \sum_{i=1}^n f_i (x_{ij} - x_{ij'})^2 = \frac{1}{n} \sum_{i=1}^n \left( \frac{t_{ij}}{f_j} - \frac{t_{ij'}}{f_{j'}} \right)^2 = \frac{f_j + f_{j'} - 2 f_{jj'}}{f_j f_{j'}}
où f_{jj'} = \frac{1}{n} \sum_{i=1}^n t_{ij} t_{ij'} désigne la fréquence relative des individus possédant à la fois les modalités j et j'.
- Deux modalités j et j' sont donc d’autant plus proches qu’elles sont portées simultanément par les mêmes individus (f_{jj'} \approx f_j \approx f_{j'}).
- Deux modalités d’une même variable sont exclusives (f_{jj'} = 0), leur distance simplifiée est alors maximale : d^2(j, j') = \frac{1}{f_j} + \frac{1}{f_{j'}}.
3.2 Inertie du nuage des modalités
- La distance d’une modalité j au centre de gravité (origine O) s’écrit :
d^2(j, O) = \frac{1}{n} \sum_{i=1}^n \left( \frac{t_{ij}}{f_j} - 1 \right)^2 = \frac{1}{f_j} - 1
Cette distance au centre est d’autant plus grande que la modalité j est rare (f_j faible).
- L’inertie de la modalité j est donnée par :
\text{Inertie}_{\text{mod}}(j) = \frac{f_j}{p} \, d^2(j, O) = \frac{f_j}{p} \left( \frac{1}{f_j} - 1 \right) = \frac{1 - f_j}{p}
Malgré la baisse de son poids, plus une modalité est rare, plus son inertie propre est grande (car 1 - f_j tend vers 1).
Pré-traitement : On évite en pratique de conserver dans l’analyse des modalités trop rare
3.3 Inertie du nuage des variables
L’inertie d’une variable k possédant J_k modalités est la somme des inerties de ses modalités : \text{Inertie}_{\text{var}}(k) = \sum_{j=1}^{J_k} \text{Inertie}_{\text{mod}}(j) = \sum_{j=1}^{J_k} \frac{1 - f_j}{p} = \frac{J_k - 1}{p}
Propriété fondamentale
La part de l’inertie totale, due à une variable k est d’autant plus grande que le nombre de modalités J_k de cette variable est grand.
Si toutes les variables sont binaires (J_k = 2), chaque variable apporte exactement la même inertie au nuage : \frac{2 - 1}{p} = \frac{1}{p}.
Pré-traitement : On évite en pratique de conserver dans l’analyse des variables ayant des nombres de modalités trop différent.
Inertie totale est la somme des p inerties de chaque variable I(C) = \text{Inertie}_{\text{tot}} = \sum_{k=1}^{p} \text{Inertie}_{\text{var}}(k) = \frac{J}{p} - 1. On retrouve l’inertie des profils lignes I(L).
3.4 Représentation des modalités
On peut tracer le nuage des points des individus comme le barycentre des modalités qu’il possède G_r^{(ind)} (i) = \sum_{j=1}^J \frac{t_{ij}}{p} C_r^{(mod)} (j)
3.5 Relation de transition
G_r^{(mod)} (j) = \phantom{\frac{1}{\sqrt{\lambda_r}}} \sum_{i=1}^n \frac{t_{ij}}{n_j} C_r^{(ind)} (i)
G_r^{(ind)} (i) = \phantom{\frac{1}{\sqrt{\lambda_r}}} \sum_{j=1}^J \frac{t_{ij}}{p} C_r^{(mod)} (j)
G_r^{(mod)} (j) = {\frac{1}{\sqrt{\lambda_r}}} \sum_{i=1}^n \frac{t_{ij}}{n_j} C_r^{(ind)} (i)
G_r^{(ind)} (i) = {\frac{1}{\sqrt{\lambda_r}}} \sum_{j=1}^J \frac{t_{ij}}{p} C_r^{(mod)} (j)
3.6 Relation de transition en R
On calcule la position d’une modalité comme le centre de gravité des individus qui la possèdent.
Approche 1 : Propriété de transition. Utilisation des coordonnées de l’ACM (FactoMineR)
> # Coordonnées des modalités (normalisées)
> bary1_mod <- hobbies.mca$var$coord[, c("Dim 1", "Dim 2")]
>
> # Reprojection barycentrique (multiplication par √λ)
> bary1_mod <- sweep(
+ bary1_mod,
+ MARGIN = 2,
+ STATS = sqrt(hobbies.mca$eig[1:2, "eigenvalue"]),
+ FUN = "*"
+ )
> print_table(bary1_mod, scroll = 5)| Dim 1 | Dim 2 | |
|---|---|---|
| Reading_0 | -0.318 | 0.023 |
| Reading_1 | 0.155 | -0.011 |
| Listening music_0 | -0.364 | 0.085 |
| Listening music_1 | 0.146 | -0.034 |
| Cinema_0 | -0.226 | 0.078 |
| Cinema_1 | 0.337 | -0.117 |
| Show_0 | -0.177 | 0.035 |
| Show_1 | 0.433 | -0.084 |
| Exhibition_0 | -0.194 | 0.006 |
| Exhibition_1 | 0.425 | -0.014 |
| Computer_0 | -0.195 | 0.038 |
| Computer_1 | 0.321 | -0.062 |
| Sport_0 | -0.181 | 0.030 |
| Sport_1 | 0.310 | -0.052 |
| Walking_0 | -0.194 | -0.088 |
| Walking_1 | 0.186 | 0.084 |
| Travelling_0 | -0.223 | 0.008 |
| Travelling_1 | 0.326 | -0.012 |
| Playing music_0 | -0.092 | 0.006 |
| Playing music_1 | 0.447 | -0.028 |
| Collecting_0 | -0.031 | -0.017 |
| Collecting_1 | 0.251 | 0.138 |
| Volunteering_0 | -0.065 | -0.016 |
| Volunteering_1 | 0.349 | 0.088 |
| Mechanic_0 | -0.144 | -0.119 |
| Mechanic_1 | 0.183 | 0.152 |
| Gardening_0 | -0.087 | -0.167 |
| Gardening_1 | 0.125 | 0.239 |
| Knitting_0 | -0.026 | -0.036 |
| Knitting_1 | 0.126 | 0.173 |
| Cooking_0 | -0.143 | -0.077 |
| Cooking_1 | 0.178 | 0.096 |
| Fishing_0 | 0.001 | -0.041 |
| Fishing_1 | -0.011 | 0.324 |
- Formule : G_{js} \cdot \sqrt{\lambda_s} = \frac{1}{n_j} \sum_{i \in I_j} F_{is}
- Multiplication par \sqrt{\lambda_s} pour annuler la sur-dilatation des modalités et retrouver le centre de gravité exact du nuage d’individus F_{is}.
Approche 2 : Moyenne empirique directe. Calcul explicite sur les individus du tableau nettoyé
> # Coordonnées des individus sur les axes 1 et 2
> coords_ind <- hobbies.mca$ind$coord[, 1:2]
>
> # Calcul manuel du barycentre pour chaque modalité
> bary2_mod <- t(sapply(rownames(hobbies.mca$var$coord), function(mod) {
+ parts <- unlist(strsplit(mod, "_"))
+ var_name <- parts[1]
+ mod_val <- paste(parts[-1], collapse = "_")
+
+ idx <- which(as.character(df_clean[[var_name]]) == mod_val)
+ colMeans(coords_ind[idx, , drop = FALSE])
+ }))
>
> print_table(bary2_mod, scroll = 5)| Dim 1 | Dim 2 | |
|---|---|---|
| Reading_0 | -0.318 | 0.023 |
| Reading_1 | 0.155 | -0.011 |
| Listening music_0 | -0.364 | 0.085 |
| Listening music_1 | 0.146 | -0.034 |
| Cinema_0 | -0.226 | 0.078 |
| Cinema_1 | 0.337 | -0.117 |
| Show_0 | -0.177 | 0.035 |
| Show_1 | 0.433 | -0.084 |
| Exhibition_0 | -0.194 | 0.006 |
| Exhibition_1 | 0.425 | -0.014 |
| Computer_0 | -0.195 | 0.038 |
| Computer_1 | 0.321 | -0.062 |
| Sport_0 | -0.181 | 0.030 |
| Sport_1 | 0.310 | -0.052 |
| Walking_0 | -0.194 | -0.088 |
| Walking_1 | 0.186 | 0.084 |
| Travelling_0 | -0.223 | 0.008 |
| Travelling_1 | 0.326 | -0.012 |
| Playing music_0 | -0.092 | 0.006 |
| Playing music_1 | 0.447 | -0.028 |
| Collecting_0 | -0.031 | -0.017 |
| Collecting_1 | 0.251 | 0.138 |
| Volunteering_0 | -0.065 | -0.016 |
| Volunteering_1 | 0.349 | 0.088 |
| Mechanic_0 | -0.144 | -0.119 |
| Mechanic_1 | 0.183 | 0.152 |
| Gardening_0 | -0.087 | -0.167 |
| Gardening_1 | 0.125 | 0.239 |
| Knitting_0 | -0.026 | -0.036 |
| Knitting_1 | 0.126 | 0.173 |
| Cooking_0 | -0.143 | -0.077 |
| Cooking_1 | 0.178 | 0.096 |
| Fishing_0 | 0.001 | -0.041 |
| Fishing_1 | -0.011 | 0.324 |
- Applique directement la définition statistique du barycentre (moyenne arithmétique des coordonnées des individus i \in I_j).
Réciproquement, la coordonnée d’un individu i est le centre de gravité des p modalités qu’il possède.
Approche 1 : Propriété de transition. Utilisation des coordonnées des individus (FactoMineR)
> # Coordonnées des individus (normalisées)
> bary1_ind <- hobbies.mca$ind$coord[, c("Dim 1", "Dim 2")]
>
> # Reprojection barycentrique (multiplication par √λ)
> bary1_ind <- sweep(
+ bary1_ind,
+ MARGIN = 2,
+ STATS = sqrt(hobbies.mca$eig[1:2, "eigenvalue"]),
+ FUN = "*"
+ )
> print_table(bary1_ind, scroll = 5)| Dim 1 | Dim 2 | |
|---|---|---|
| 11000210 | 0.297 | -0.060 |
| 11000610 | -0.066 | -0.091 |
| 11000810 | -0.016 | -0.112 |
| 11000910 | -0.304 | 0.004 |
| 11001010 | -0.106 | -0.058 |
| 11001210 | 0.258 | -0.161 |
| 11001310 | 0.076 | 0.005 |
| 11001410 | -0.068 | -0.140 |
| 11001910 | 0.137 | -0.120 |
| 11002110 | 0.218 | -0.193 |
| 11003210 | -0.212 | -0.099 |
| 11003410 | -0.347 | -0.052 |
| 11003510 | 0.013 | -0.116 |
| 11003610 | 0.331 | -0.144 |
| 11003710 | 0.329 | -0.090 |
| 11003810 | -0.347 | -0.052 |
| 11004010 | 0.263 | -0.045 |
| 11004210 | 0.310 | -0.122 |
| 11004810 | 0.325 | -0.123 |
| 11005310 | 0.298 | -0.106 |
| 11005810 | 0.122 | 0.019 |
| 11006010 | 0.316 | -0.113 |
| 11006910 | 0.123 | -0.101 |
| 11007010 | 0.216 | -0.033 |
| 11007110 | 0.259 | -0.083 |
| 11007210 | 0.268 | -0.158 |
| 11007510 | 0.214 | -0.013 |
| 11007610 | 0.015 | -0.151 |
| 11007710 | -0.059 | -0.141 |
| 11007810 | 0.182 | -0.093 |
| 11008210 | -0.285 | -0.059 |
| 11008810 | 0.116 | 0.084 |
| 11008910 | -0.285 | -0.059 |
| 11009110 | 0.152 | -0.169 |
| 11009210 | -0.347 | -0.052 |
| 11009610 | 0.072 | -0.076 |
| 11009710 | 0.353 | -0.067 |
| 11009810 | 0.027 | -0.057 |
| 11009910 | 0.107 | -0.085 |
| 11010410 | -0.091 | -0.032 |
| 11010710 | 0.338 | -0.165 |
| 11010910 | -0.103 | -0.062 |
| 11011210 | 0.153 | -0.029 |
| 11011410 | 0.236 | -0.082 |
| 11011610 | -0.047 | -0.145 |
| 11011910 | 0.182 | -0.140 |
| 11012310 | 0.451 | 0.009 |
| 11012410 | 0.072 | -0.008 |
| 11012710 | -0.021 | -0.031 |
| 11012910 | -0.144 | -0.119 |
| 11013010 | -0.055 | 0.137 |
| 11013210 | 0.316 | 0.033 |
| 11013310 | 0.180 | -0.065 |
| 11013610 | 0.328 | -0.127 |
| 11014210 | 0.338 | -0.165 |
| 11014610 | -0.004 | -0.158 |
| 11015810 | 0.177 | -0.071 |
| 11015910 | 0.122 | -0.113 |
| 11016010 | -0.035 | -0.050 |
| 11016210 | -0.028 | -0.108 |
| 11016410 | 0.277 | 0.080 |
| 11016710 | -0.018 | -0.021 |
| 11016810 | -0.037 | -0.044 |
| 11017010 | -0.327 | -0.009 |
| 11017210 | -0.279 | -0.072 |
| 11017310 | 0.047 | 0.056 |
| 11017410 | 0.401 | -0.026 |
| 11017510 | -0.012 | -0.070 |
| 11017710 | 0.371 | 0.034 |
| 11018810 | 0.309 | -0.092 |
| 11019410 | 0.267 | 0.045 |
| 11019610 | 0.203 | -0.050 |
| 11019810 | 0.229 | -0.060 |
| 11019910 | 0.209 | -0.026 |
| 11020110 | 0.477 | -0.053 |
| 11020310 | -0.285 | -0.059 |
| 11020410 | 0.189 | -0.102 |
| 11020610 | -0.347 | -0.052 |
| 11020710 | 0.166 | -0.111 |
| 11020810 | 0.285 | -0.057 |
| 11021010 | 0.216 | -0.098 |
| 11021110 | 0.258 | -0.120 |
| 11021210 | 0.154 | -0.176 |
| 11021610 | 0.373 | -0.109 |
| 11021910 | 0.270 | -0.019 |
| 11022010 | 0.409 | -0.026 |
| 11022310 | -0.099 | -0.065 |
| 11022510 | 0.218 | -0.193 |
| 11022710 | 0.236 | -0.082 |
| 11022810 | 0.218 | -0.193 |
| 11022910 | 0.201 | -0.137 |
| 11023410 | -0.347 | -0.052 |
| 11024110 | -0.248 | -0.027 |
| 11024210 | 0.322 | -0.136 |
| 11024710 | 0.116 | -0.150 |
| 11024810 | 0.249 | 0.054 |
| 11024910 | 0.119 | -0.103 |
| 11025310 | 0.274 | -0.148 |
| 11026010 | 0.193 | -0.144 |
| 11026210 | 0.282 | -0.033 |
| 11026810 | -0.121 | 0.028 |
| 11027410 | -0.134 | -0.070 |
| 11027710 | 0.389 | -0.035 |
| 11028010 | -0.113 | -0.120 |
| 11028210 | 0.193 | -0.137 |
| 11028310 | 0.149 | -0.077 |
| 11028610 | 0.206 | -0.147 |
| 11028710 | 0.137 | -0.120 |
| 11028810 | 0.154 | -0.176 |
| 11028910 | 0.139 | -0.169 |
| 11029410 | 0.055 | -0.063 |
| 11029910 | -0.165 | 0.200 |
| 11030310 | -0.285 | -0.059 |
| 11030510 | 0.303 | -0.116 |
| 11030610 | 0.380 | -0.129 |
| 11030710 | 0.156 | -0.078 |
| 11031010 | 0.233 | -0.085 |
| 11031610 | -0.014 | -0.160 |
| 11031810 | -0.147 | -0.087 |
| 11032010 | 0.380 | -0.129 |
| 11032410 | 0.135 | 0.022 |
| 11032610 | 0.028 | -0.037 |
| 11032810 | -0.154 | -0.100 |
| 11033710 | 0.118 | -0.146 |
| 11034010 | -0.235 | -0.024 |
| 11034110 | -0.099 | -0.044 |
| 11034210 | -0.148 | -0.116 |
| 11034610 | 0.432 | -0.017 |
| 11034710 | 0.341 | 0.056 |
| 11034810 | -0.235 | -0.024 |
| 11035110 | 0.056 | -0.099 |
| 11035310 | 0.040 | -0.109 |
| 11035510 | -0.219 | -0.083 |
| 11035710 | -0.028 | -0.072 |
| 11035910 | -0.193 | 0.008 |
| 11036110 | -0.232 | 0.000 |
| 11036210 | 0.311 | -0.116 |
| 11036310 | 0.404 | 0.045 |
| 11036410 | -0.280 | -0.076 |
| 11036710 | -0.117 | -0.006 |
| 11036810 | 0.127 | 0.001 |
| 11036910 | -0.014 | -0.160 |
| 11037010 | 0.317 | -0.092 |
| 11037210 | 0.227 | -0.065 |
| 11037410 | 0.380 | -0.129 |
| 11037810 | -0.177 | -0.047 |
| 11037910 | -0.039 | -0.104 |
| 11038010 | -0.115 | 0.011 |
| 11038110 | -0.028 | -0.072 |
| 11038210 | 0.064 | -0.110 |
| 11038310 | 0.015 | -0.151 |
| 11038410 | 0.024 | -0.041 |
| 11038610 | -0.067 | -0.094 |
| 11038910 | -0.075 | -0.153 |
| 11039510 | -0.219 | -0.083 |
| 11039610 | -0.078 | -0.143 |
| 11039710 | -0.065 | -0.127 |
| 11040110 | -0.066 | -0.147 |
| 11040410 | -0.009 | -0.144 |
| 11040810 | -0.285 | -0.059 |
| 11041110 | -0.074 | -0.104 |
| 11041210 | -0.128 | -0.101 |
| 11041710 | -0.347 | -0.052 |
| 11041910 | -0.285 | -0.059 |
| 11042010 | -0.231 | -0.041 |
| 11042410 | -0.201 | -0.100 |
| 11042710 | 0.158 | -0.114 |
| 11043010 | 0.249 | -0.065 |
| 11043510 | -0.141 | 0.035 |
| 11044010 | -0.201 | -0.100 |
| 11044210 | -0.173 | 0.115 |
| 11044310 | 0.222 | 0.004 |
| 11044410 | 0.380 | 0.016 |
| 11044910 | -0.011 | 0.039 |
| 11045110 | 0.030 | 0.074 |
| 11045410 | 0.380 | -0.129 |
| 11045710 | -0.219 | -0.083 |
| 11045910 | 0.192 | -0.042 |
| 11046610 | 0.225 | -0.122 |
| 11046710 | 0.340 | -0.036 |
| 11047010 | -0.011 | -0.056 |
| 11047410 | 0.268 | -0.158 |
| 11047610 | 0.229 | -0.116 |
| 11047910 | -0.062 | 0.072 |
| 11048010 | -0.144 | 0.158 |
| 11048710 | 0.170 | -0.064 |
| 11049510 | 0.392 | -0.143 |
| 11049810 | -0.149 | -0.113 |
| 11049910 | -0.280 | -0.076 |
| 11050110 | -0.209 | -0.080 |
| 11050210 | 0.013 | -0.024 |
| 11050310 | 0.306 | 0.043 |
| 11050510 | -0.304 | 0.004 |
| 11050610 | 0.264 | -0.035 |
| 11050710 | 0.310 | -0.122 |
| 11050810 | -0.347 | -0.052 |
| 11051010 | 0.049 | 0.046 |
| 11051210 | 0.156 | -0.149 |
| 11051310 | 0.057 | 0.008 |
| 11051510 | -0.233 | -0.034 |
| 11052210 | 0.078 | -0.077 |
| 11052310 | 0.221 | -0.101 |
| 11052410 | 0.342 | -0.094 |
| 11052610 | 0.364 | -0.101 |
| 11053110 | 0.392 | -0.143 |
| 11053410 | 0.458 | 0.049 |
| 11053510 | 0.183 | -0.099 |
| 11053610 | 0.011 | -0.069 |
| 11054010 | 0.165 | -0.088 |
| 11054110 | -0.006 | -0.148 |
| 11054210 | 0.274 | -0.148 |
| 11054310 | 0.027 | -0.105 |
| 11054510 | -0.134 | -0.087 |
| 11054910 | 0.204 | -0.141 |
| 11055810 | 0.081 | 0.014 |
| 11055910 | 0.066 | -0.185 |
| 11056010 | -0.310 | -0.020 |
| 11056110 | 0.181 | -0.147 |
| 11056510 | -0.083 | -0.045 |
| 11056610 | -0.069 | -0.084 |
| 11057610 | -0.078 | -0.143 |
| 11057710 | -0.085 | 0.025 |
| 11057810 | -0.046 | 0.007 |
| 11058010 | 0.117 | -0.129 |
| 11058510 | -0.092 | -0.081 |
| 11058610 | 0.187 | -0.136 |
| 11059110 | 0.310 | -0.122 |
| 11059310 | 0.052 | -0.120 |
| 11059410 | 0.218 | -0.193 |
| 11060310 | -0.165 | -0.061 |
| 11060410 | 0.261 | -0.137 |
| 11060610 | 0.260 | 0.020 |
| 11061010 | 0.246 | 0.006 |
| 11061310 | -0.207 | -0.116 |
| 11061410 | -0.073 | -0.140 |
| 11061610 | -0.238 | -0.021 |
| 11061810 | -0.238 | -0.021 |
| 11062210 | -0.033 | -0.069 |
| 11062310 | 0.063 | -0.012 |
| 11062610 | 0.161 | 0.081 |
| 11062810 | 0.333 | 0.080 |
| 11063210 | -0.106 | 0.010 |
| 11063310 | -0.257 | 0.110 |
| 11063510 | -0.129 | 0.079 |
| 11063610 | -0.127 | -0.017 |
| 11063910 | -0.039 | 0.071 |
| 11064110 | 0.289 | 0.021 |
| 11064210 | 0.408 | 0.065 |
| 11064310 | 0.040 | -0.109 |
| 11064410 | 0.287 | -0.085 |
| 11064510 | 0.249 | 0.054 |
| 11064610 | 0.472 | -0.056 |
| 11065010 | 0.176 | 0.084 |
| 11065210 | -0.043 | -0.024 |
| 11065310 | 0.249 | -0.096 |
| 11065410 | 0.017 | -0.031 |
| 11065810 | 0.131 | 0.035 |
| 11066110 | 0.505 | 0.031 |
| 11066310 | -0.233 | 0.098 |
| 11066610 | 0.383 | 0.030 |
| 11066810 | 0.280 | 0.017 |
| 11067510 | 0.115 | -0.072 |
| 11067710 | 0.358 | 0.024 |
| 11067810 | 0.322 | -0.136 |
| 11067910 | 0.258 | -0.120 |
| 11068210 | 0.268 | -0.158 |
| 11068310 | 0.055 | 0.083 |
| 11068410 | 0.190 | -0.140 |
| 11068610 | -0.014 | 0.087 |
| 11068910 | 0.062 | -0.016 |
| 11069010 | -0.064 | 0.046 |
| 11069110 | -0.219 | -0.083 |
| 11069210 | 0.274 | -0.022 |
| 11069610 | 0.184 | -0.120 |
| 11069810 | 0.054 | -0.010 |
| 11070010 | 0.352 | 0.117 |
| 11070110 | 0.138 | -0.189 |
| 11070210 | 0.193 | -0.137 |
| 11070310 | 0.260 | -0.158 |
| 11070610 | 0.016 | -0.051 |
| 11071110 | 0.185 | -0.059 |
| 11071210 | -0.072 | 0.029 |
| 11071610 | -0.073 | -0.049 |
| 11072110 | -0.098 | 0.091 |
| 11072210 | 0.125 | -0.116 |
| 11072310 | 0.303 | 0.004 |
| 11072410 | 0.214 | -0.017 |
| 11072910 | 0.017 | 0.078 |
| 11073110 | -0.100 | -0.045 |
| 11073210 | 0.029 | -0.054 |
| 11073410 | 0.030 | -0.034 |
| 11074010 | 0.135 | 0.066 |
| 11074110 | 0.175 | 0.003 |
| 11074210 | 0.435 | 0.044 |
| 11074310 | -0.098 | -0.101 |
| 11074610 | 0.151 | -0.094 |
| 11074710 | -0.065 | -0.049 |
| 11074910 | -0.273 | -0.092 |
| 11075010 | -0.319 | 0.031 |
| 11075110 | -0.305 | -0.016 |
| 11075310 | -0.178 | -0.029 |
| 11075410 | -0.149 | 0.036 |
| 11075510 | -0.206 | -0.112 |
| 11075910 | -0.235 | -0.024 |
| 11076010 | -0.347 | -0.052 |
| 11076210 | -0.086 | -0.049 |
| 11076510 | 0.076 | -0.158 |
| 11076610 | -0.145 | -0.123 |
| 11076710 | -0.273 | -0.092 |
| 11076910 | -0.145 | -0.123 |
| 11077010 | 0.187 | -0.154 |
| 11077310 | -0.135 | -0.093 |
| 11077410 | -0.005 | -0.085 |
| 11078110 | 0.019 | -0.013 |
| 11078310 | 0.316 | 0.033 |
| 11079010 | 0.338 | -0.165 |
| 11079210 | 0.280 | 0.039 |
| 11079310 | 0.137 | -0.120 |
| 11079610 | 0.268 | -0.158 |
| 11079910 | 0.137 | -0.120 |
| 11080010 | -0.219 | -0.083 |
| 11080110 | -0.169 | -0.048 |
| 11081010 | 0.032 | -0.071 |
| 11081410 | 0.373 | -0.109 |
| 11081810 | 0.145 | -0.159 |
| 11082110 | -0.051 | -0.127 |
| 11082210 | -0.064 | -0.023 |
| 11082710 | 0.370 | 0.013 |
| 11083110 | 0.206 | -0.002 |
| 11083710 | 0.322 | 0.015 |
| 11083810 | 0.084 | -0.091 |
| 11083910 | -0.162 | -0.072 |
| 11084010 | -0.010 | -0.106 |
| 11084110 | -0.002 | -0.092 |
| 11084310 | -0.297 | -0.017 |
| 11084410 | -0.190 | 0.022 |
| 11084510 | -0.238 | -0.041 |
| 11084610 | 0.249 | -0.096 |
| 11084710 | -0.196 | 0.094 |
| 11084810 | -0.073 | -0.123 |
| 11085010 | 0.111 | -0.146 |
| 11085110 | -0.054 | -0.016 |
| 11085210 | -0.148 | -0.116 |
| 11085310 | -0.261 | -0.033 |
| 11085410 | -0.213 | -0.097 |
| 11085610 | 0.037 | -0.092 |
| 11085710 | -0.199 | -0.040 |
| 11085910 | -0.031 | -0.072 |
| 11086010 | -0.058 | -0.101 |
| 11086110 | -0.145 | -0.123 |
| 11086510 | -0.090 | -0.101 |
| 11086810 | -0.068 | -0.009 |
| 11087010 | 0.199 | -0.029 |
| 11087110 | -0.240 | -0.013 |
| 11087210 | -0.297 | -0.017 |
| 11087310 | -0.106 | -0.080 |
| 11087910 | 0.289 | -0.050 |
| 11088410 | -0.144 | -0.119 |
| 11088510 | -0.206 | -0.112 |
| 11088610 | 0.303 | -0.102 |
| 11088710 | -0.164 | -0.058 |
| 11089110 | -0.215 | -0.089 |
| 11089310 | -0.149 | -0.005 |
| 11089410 | 0.241 | 0.041 |
| 11089710 | 0.330 | -0.080 |
| 11089810 | -0.238 | -0.021 |
| 11089910 | -0.259 | 0.099 |
| 11090110 | -0.216 | -0.093 |
| 11090410 | -0.218 | -0.079 |
| 11090510 | 0.217 | -0.196 |
| 11091010 | 0.316 | -0.038 |
| 11091410 | 0.149 | 0.153 |
| 11091610 | -0.053 | -0.052 |
| 11091710 | -0.092 | -0.052 |
| 11092010 | -0.046 | -0.017 |
| 11092310 | 0.127 | 0.127 |
| 11092410 | 0.206 | -0.002 |
| 11092710 | -0.242 | -0.003 |
| 11093010 | -0.193 | 0.012 |
| 11093310 | -0.171 | -0.061 |
| 11093510 | -0.112 | -0.064 |
| 11093710 | 0.069 | -0.171 |
| 11094010 | -0.207 | -0.116 |
| 11094410 | -0.140 | -0.080 |
| 11094910 | -0.174 | 0.055 |
| 11095010 | -0.081 | -0.140 |
| 11095210 | -0.179 | 0.187 |
| 11095510 | -0.293 | -0.030 |
| 11095810 | -0.231 | -0.036 |
| 11096910 | 0.137 | -0.120 |
| 11097410 | -0.297 | -0.017 |
| 11097610 | -0.257 | 0.025 |
| 11097710 | -0.347 | -0.052 |
| 21000110 | 0.032 | 0.237 |
| 21000210 | 0.021 | 0.167 |
| 21000410 | -0.159 | -0.041 |
| 21000610 | -0.221 | -0.076 |
| 21000710 | -0.347 | -0.052 |
| 21000810 | -0.215 | 0.060 |
| 21001110 | 0.086 | -0.057 |
| 21001210 | -0.276 | 0.087 |
| 21001510 | -0.006 | 0.038 |
| 21002010 | -0.056 | 0.126 |
| 21002110 | -0.006 | -0.148 |
| 21002210 | -0.126 | -0.030 |
| 21002710 | -0.174 | -0.058 |
| 21002910 | -0.251 | 0.005 |
| 21003010 | -0.285 | -0.059 |
| 21003210 | -0.091 | 0.101 |
| 21003310 | -0.319 | 0.031 |
| 21003510 | -0.297 | -0.017 |
| 21003610 | 0.078 | 0.134 |
| 21003710 | -0.132 | -0.016 |
| 21003910 | 0.231 | -0.098 |
| 21004010 | -0.121 | -0.006 |
| 21004210 | -0.089 | -0.025 |
| 21004310 | 0.015 | 0.122 |
| 21004710 | -0.148 | 0.125 |
| 21004810 | 0.061 | 0.042 |
| 21004910 | 0.226 | 0.060 |
| 21005110 | -0.143 | 0.145 |
| 21005710 | 0.005 | -0.032 |
| 21005910 | -0.033 | 0.149 |
| 21006110 | 0.289 | -0.050 |
| 21006310 | -0.173 | 0.115 |
| 21006610 | -0.093 | -0.085 |
| 21007010 | 0.319 | 0.023 |
| 21007610 | -0.031 | 0.169 |
| 21007810 | -0.035 | -0.088 |
| 21008610 | -0.146 | 0.138 |
| 21008810 | -0.155 | 0.088 |
| 21009010 | -0.089 | 0.074 |
| 21009310 | -0.042 | -0.003 |
| 21009610 | 0.117 | 0.125 |
| 21009810 | -0.068 | 0.237 |
| 21010010 | 0.004 | 0.133 |
| 21010110 | 0.257 | 0.015 |
| 21010210 | 0.071 | -0.069 |
| 21010310 | -0.072 | -0.036 |
| 21010410 | -0.161 | -0.038 |
| 21010810 | -0.167 | -0.058 |
| 21011010 | -0.001 | -0.164 |
| 21011110 | -0.038 | -0.008 |
| 21011610 | 0.007 | -0.053 |
| 21011710 | 0.192 | -0.038 |
| 21012010 | -0.104 | -0.061 |
| 21012310 | 0.079 | -0.086 |
| 21012510 | 0.087 | -0.077 |
| 21012810 | 0.047 | -0.129 |
| 21013210 | 0.084 | 0.061 |
| 21013310 | -0.114 | 0.051 |
| 21013410 | -0.230 | 0.028 |
| 21013510 | -0.280 | -0.076 |
| 21013610 | -0.219 | 0.002 |
| 21013710 | -0.237 | -0.037 |
| 21014010 | -0.177 | -0.047 |
| 21014110 | 0.005 | -0.030 |
| 21014210 | -0.165 | 0.013 |
| 21014310 | -0.069 | 0.002 |
| 21014410 | -0.177 | -0.047 |
| 21014610 | -0.100 | 0.030 |
| 21014810 | -0.055 | 0.089 |
| 21014910 | 0.149 | -0.050 |
| 21015110 | -0.216 | 0.155 |
| 21015310 | -0.194 | -0.116 |
| 21015410 | 0.356 | -0.071 |
| 21015610 | 0.265 | 0.021 |
| 21015810 | -0.218 | 0.070 |
| 21015910 | 0.259 | -0.160 |
| 21016010 | 0.101 | -0.067 |
| 21016110 | -0.276 | 0.087 |
| 21016610 | 0.055 | 0.027 |
| 21016710 | -0.157 | -0.005 |
| 21016810 | 0.109 | -0.109 |
| 21017010 | -0.030 | 0.132 |
| 21017110 | -0.045 | 0.092 |
| 21017210 | 0.035 | 0.183 |
| 21017610 | -0.140 | -0.137 |
| 21018010 | -0.280 | -0.076 |
| 21018210 | 0.113 | 0.033 |
| 21018310 | 0.207 | 0.146 |
| 21018410 | 0.030 | 0.070 |
| 21018510 | 0.299 | 0.107 |
| 21018710 | -0.067 | 0.100 |
| 21018810 | 0.274 | -0.022 |
| 21020210 | 0.301 | 0.041 |
| 21020310 | -0.006 | -0.035 |
| 21020410 | 0.130 | 0.099 |
| 21020510 | 0.069 | -0.053 |
| 21020610 | -0.080 | -0.022 |
| 21020710 | -0.110 | 0.030 |
| 21020810 | 0.128 | 0.012 |
| 21020910 | -0.033 | -0.089 |
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| 23080910 | 0.043 | 0.022 |
| 23081010 | 0.185 | 0.045 |
| 23081110 | 0.038 | 0.043 |
| 23081210 | 0.052 | 0.086 |
| 23081310 | 0.311 | 0.112 |
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| 23081610 | -0.057 | -0.019 |
| 23081810 | 0.243 | -0.082 |
| 23081910 | 0.209 | -0.026 |
| 23082110 | 0.020 | 0.054 |
| 23082210 | 0.308 | -0.007 |
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| 23082610 | -0.081 | -0.140 |
| 23082710 | 0.136 | -0.029 |
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| 23083210 | 0.373 | 0.068 |
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| 23083510 | 0.137 | -0.120 |
| 23083610 | 0.441 | 0.048 |
| 23083710 | 0.373 | 0.068 |
| 23083810 | -0.219 | -0.083 |
| 23083910 | -0.016 | 0.053 |
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| 23084510 | 0.336 | -0.042 |
| 23084610 | 0.107 | -0.054 |
| 23084810 | 0.087 | -0.156 |
| 23084910 | 0.184 | 0.025 |
| 23085010 | -0.101 | 0.111 |
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| 23085610 | -0.073 | 0.010 |
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| 23085810 | 0.038 | 0.043 |
| 23085910 | -0.277 | 0.026 |
| 23086010 | -0.109 | 0.099 |
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| 23087410 | 0.044 | -0.056 |
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| 23087710 | 0.156 | -0.057 |
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| 31037710 | 0.153 | 0.065 |
| 31037810 | 0.070 | 0.126 |
| 31037910 | 0.124 | 0.100 |
| 31038010 | 0.021 | -0.054 |
| 31038410 | -0.151 | 0.046 |
| 31038510 | -0.138 | -0.087 |
| 31038710 | 0.140 | -0.025 |
| 31038810 | 0.321 | 0.083 |
| 31039010 | 0.189 | -0.133 |
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| 31039210 | -0.280 | -0.076 |
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| 31040115 | 0.066 | -0.185 |
| 31040210 | -0.347 | -0.052 |
| 31040310 | -0.068 | 0.090 |
| 31040410 | 0.313 | 0.003 |
| 31040510 | 0.048 | -0.073 |
| 31040610 | -0.190 | 0.004 |
| 31040710 | -0.032 | 0.063 |
| 31040810 | -0.008 | -0.025 |
| 31040910 | 0.380 | 0.016 |
| 31041010 | 0.009 | 0.098 |
| 31041210 | -0.036 | 0.061 |
| 31041310 | 0.258 | 0.117 |
| 31041510 | -0.009 | 0.035 |
| 31041610 | -0.347 | -0.052 |
| 31041710 | -0.347 | -0.052 |
| 31041810 | -0.233 | -0.034 |
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| 31042410 | -0.299 | 0.074 |
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| 31042610 | -0.235 | -0.024 |
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| 31042810 | -0.347 | -0.052 |
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| 31043310 | -0.043 | -0.046 |
| 31043410 | -0.208 | 0.060 |
| 31043510 | -0.087 | -0.082 |
| 31043610 | 0.100 | -0.015 |
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| 31043910 | -0.123 | 0.151 |
| 31044010 | -0.117 | -0.014 |
| 31044210 | 0.380 | 0.016 |
| 31044310 | 0.507 | 0.084 |
| 31044510 | -0.169 | -0.048 |
| 31044610 | -0.155 | 0.118 |
| 31044710 | -0.191 | 0.000 |
| 31044810 | 0.105 | 0.049 |
| 31045010 | 0.131 | 0.036 |
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| 31045210 | -0.080 | -0.098 |
| 31045410 | 0.090 | 0.081 |
| 31045510 | -0.219 | -0.083 |
| 31045610 | -0.058 | 0.085 |
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| 31046410 | -0.147 | 0.098 |
| 31046810 | 0.182 | 0.000 |
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| 31047210 | -0.176 | -0.065 |
| 31047310 | -0.233 | 0.098 |
| 31047410 | -0.347 | -0.052 |
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| 31047810 | -0.140 | -0.137 |
| 31047910 | 0.096 | -0.057 |
| 31048110 | 0.258 | -0.015 |
| 31048310 | -0.156 | -0.077 |
| 31048410 | -0.144 | -0.119 |
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| 31049010 | -0.221 | -0.034 |
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| 31049210 | -0.304 | 0.004 |
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| 31049510 | -0.039 | 0.071 |
| 31049610 | -0.075 | 0.100 |
| 31049810 | -0.159 | -0.045 |
| 31049910 | -0.347 | -0.052 |
| 31050110 | -0.019 | 0.114 |
| 31050410 | 0.210 | 0.048 |
| 31050610 | -0.174 | -0.037 |
| 31050710 | 0.013 | -0.116 |
| 31050810 | -0.104 | -0.032 |
| 31050910 | 0.104 | -0.099 |
| 31051010 | 0.251 | 0.006 |
| 31051410 | -0.075 | -0.153 |
| 31051510 | -0.348 | 0.023 |
| 31051810 | -0.163 | -0.061 |
| 31052110 | -0.280 | -0.076 |
| 31052210 | -0.209 | -0.080 |
| 31052310 | -0.255 | 0.015 |
| 31052710 | -0.060 | -0.161 |
| 31052810 | -0.049 | 0.150 |
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| 31053210 | 0.074 | -0.035 |
| 31053310 | -0.219 | 0.002 |
| 31053410 | -0.347 | -0.052 |
| 31053510 | -0.149 | 0.036 |
| 31053910 | 0.299 | 0.016 |
| 31054010 | -0.170 | 0.105 |
| 31054110 | 0.215 | 0.173 |
| 31054410 | 0.286 | -0.036 |
| 31054510 | 0.008 | 0.109 |
| 31054710 | -0.297 | -0.017 |
| 31054810 | 0.206 | 0.110 |
| 31055010 | -0.019 | 0.114 |
| 31055110 | -0.321 | 0.106 |
| 31055410 | 0.101 | -0.109 |
| 31055510 | -0.012 | 0.135 |
| 31055610 | -0.169 | 0.177 |
| 31055710 | -0.035 | -0.088 |
| 31055810 | 0.359 | 0.153 |
| 31055910 | -0.209 | -0.080 |
| 31056010 | 0.415 | -0.007 |
| 31056110 | -0.105 | 0.160 |
| 31056210 | -0.319 | 0.031 |
| 31056310 | -0.111 | 0.007 |
| 31056410 | -0.319 | 0.031 |
| 31056510 | -0.050 | 0.074 |
| 31056610 | -0.019 | 0.037 |
| 31056710 | 0.056 | 0.093 |
| 31056810 | 0.358 | 0.024 |
| 31056910 | 0.275 | 0.078 |
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| 31058410 | -0.200 | -0.080 |
| 31058510 | -0.212 | -0.099 |
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| 31059910 | -0.034 | 0.074 |
| 31060110 | -0.305 | -0.016 |
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| 31060410 | -0.181 | 0.003 |
| 31060510 | 0.047 | 0.006 |
| 31060610 | -0.285 | -0.059 |
| 31060810 | -0.165 | 0.115 |
| 31060910 | 0.238 | 0.152 |
| 31061010 | -0.347 | -0.052 |
| 31061210 | -0.280 | -0.076 |
| 31061310 | -0.107 | 0.030 |
| 31061410 | -0.047 | -0.046 |
| 31061610 | -0.034 | 0.070 |
| 31061810 | -0.053 | -0.052 |
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| 31062410 | -0.200 | 0.032 |
| 31062510 | -0.128 | -0.084 |
| 31062610 | -0.116 | 0.010 |
| 31062910 | -0.097 | -0.081 |
| 31063110 | -0.304 | 0.004 |
| 31063310 | -0.233 | -0.020 |
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| 31063610 | 0.349 | 0.021 |
| 31063710 | -0.210 | 0.063 |
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| 31064110 | -0.118 | 0.038 |
| 31064210 | 0.063 | -0.070 |
| 31064510 | 0.143 | 0.045 |
| 31064610 | 0.072 | 0.197 |
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| 31066710 | -0.056 | 0.126 |
| 31066810 | -0.068 | -0.009 |
| 31066910 | -0.081 | 0.073 |
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| 31067610 | -0.201 | 0.011 |
| 31067710 | 0.046 | -0.142 |
| 31067810 | -0.084 | -0.081 |
| 31067910 | -0.238 | -0.041 |
| 31068010 | 0.022 | -0.125 |
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| 31068410 | -0.109 | -0.068 |
| 31068510 | -0.199 | -0.040 |
| 31068610 | -0.066 | -0.011 |
| 31068710 | 0.151 | 0.156 |
| 31069010 | -0.109 | -0.034 |
| 31069210 | -0.225 | -0.041 |
| 31069510 | -0.134 | 0.008 |
| 31069810 | 0.234 | 0.165 |
| 31070010 | 0.046 | 0.057 |
| 31070110 | 0.205 | 0.088 |
| 31070210 | -0.150 | 0.131 |
| 31070510 | -0.226 | -0.021 |
| 31070610 | -0.010 | 0.007 |
| 31070710 | -0.106 | -0.004 |
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| 31071110 | -0.035 | 0.041 |
| 31071410 | 0.010 | 0.066 |
| 31071510 | -0.001 | -0.001 |
| 31072010 | -0.044 | 0.097 |
| 31072110 | 0.223 | 0.058 |
| 31072210 | 0.287 | -0.129 |
| 31072310 | -0.066 | -0.007 |
| 31072410 | -0.111 | -0.024 |
| 31072510 | -0.171 | 0.043 |
| 31072610 | -0.139 | -0.022 |
| 31072910 | -0.136 | 0.022 |
| 31073010 | -0.186 | 0.020 |
| 31073110 | -0.002 | 0.009 |
| 31073310 | -0.067 | -0.111 |
| 31073710 | -0.165 | 0.200 |
| 31073810 | -0.005 | -0.160 |
| 31073910 | -0.347 | -0.052 |
| 31074210 | 0.096 | 0.047 |
| 31074310 | -0.347 | -0.052 |
| 31074610 | -0.120 | -0.032 |
| 31074710 | 0.364 | 0.010 |
| 31074810 | -0.179 | -0.012 |
| 31075010 | -0.209 | 0.135 |
| 31075310 | -0.347 | -0.052 |
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| 31075810 | 0.002 | -0.033 |
| 31075910 | -0.211 | 0.002 |
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| 31076410 | -0.031 | -0.105 |
| 31076510 | -0.108 | 0.166 |
| 31076610 | 0.054 | 0.122 |
| 31076710 | -0.039 | 0.071 |
| 31076910 | -0.223 | 0.020 |
| 31077010 | 0.258 | -0.015 |
| 31077210 | -0.116 | 0.098 |
| 31077610 | -0.347 | -0.052 |
| 31077710 | 0.174 | 0.091 |
| 31077810 | -0.079 | -0.012 |
| 31078310 | -0.102 | -0.067 |
| 31078610 | 0.116 | -0.150 |
| 31078710 | -0.196 | 0.103 |
| 31079010 | -0.297 | -0.017 |
| 31079110 | 0.297 | 0.026 |
| 31079410 | -0.283 | -0.069 |
| 31079510 | -0.020 | 0.094 |
| 31079810 | -0.099 | 0.075 |
| 31079910 | -0.193 | 0.012 |
| 31080010 | -0.148 | 0.056 |
| 31080210 | 0.175 | 0.094 |
| 31080310 | 0.109 | 0.075 |
| 31080610 | -0.050 | 0.111 |
| 31080710 | -0.095 | 0.098 |
| 31080810 | -0.275 | -0.056 |
| 31081010 | -0.265 | -0.016 |
| 31081110 | 0.286 | 0.075 |
| 31081210 | -0.126 | 0.008 |
| 31081310 | -0.157 | -0.005 |
| 31081410 | -0.047 | -0.010 |
| 31081610 | -0.111 | -0.024 |
| 31081710 | 0.135 | -0.087 |
| 31082110 | 0.408 | 0.082 |
| 31082210 | -0.196 | 0.015 |
| 31082310 | 0.192 | -0.038 |
| 31082510 | -0.297 | -0.017 |
| 31082610 | -0.161 | 0.030 |
| 31082710 | 0.022 | 0.005 |
| 31083110 | 0.000 | 0.089 |
| 31083210 | 0.098 | -0.047 |
| 31083310 | -0.141 | -0.101 |
| 31083510 | 0.019 | 0.007 |
| 31083610 | -0.257 | 0.089 |
| 31083710 | 0.132 | -0.137 |
| 31083810 | -0.146 | 0.138 |
| 31083910 | -0.208 | 0.060 |
| 31084010 | -0.209 | -0.041 |
| 31084110 | -0.249 | 0.024 |
| 31084210 | -0.199 | -0.040 |
| 31084410 | -0.116 | 0.049 |
| 31084510 | -0.163 | 0.153 |
| 31084610 | -0.205 | 0.083 |
| 31084710 | -0.165 | -0.061 |
| 31084810 | 0.021 | -0.037 |
| 31084910 | -0.199 | 0.029 |
| 31085010 | -0.169 | -0.048 |
| 31085110 | -0.126 | 0.008 |
| 31085210 | -0.157 | -0.081 |
| 31085310 | -0.094 | 0.091 |
| 31085510 | -0.297 | -0.017 |
| 31085610 | -0.232 | 0.034 |
| 31085810 | 0.087 | -0.012 |
| 31085910 | -0.102 | -0.042 |
| 31086110 | -0.347 | -0.052 |
| 31086210 | -0.157 | -0.081 |
| 31086410 | -0.310 | -0.020 |
| 31086910 | -0.064 | 0.147 |
| 31087010 | -0.347 | -0.052 |
| 31087110 | -0.165 | -0.081 |
| 31087210 | -0.157 | -0.005 |
| 31087410 | -0.149 | 0.036 |
| 31087610 | 0.108 | -0.129 |
| 31087710 | 0.033 | -0.037 |
| 31088010 | 0.133 | 0.004 |
| 31088110 | 0.002 | -0.056 |
| 31088210 | -0.280 | -0.076 |
| 31088410 | 0.379 | -0.038 |
| 31088510 | -0.195 | 0.087 |
| 31088610 | -0.278 | 0.162 |
| 31088710 | -0.109 | -0.068 |
| 31088910 | -0.074 | 0.134 |
| 31089010 | -0.073 | -0.100 |
| 31089110 | -0.104 | 0.067 |
| 31089310 | 0.045 | -0.123 |
| 31089410 | 0.181 | -0.113 |
| 31089510 | 0.042 | 0.075 |
| 31089610 | -0.109 | -0.034 |
| 31089710 | -0.299 | 0.058 |
| 31090010 | -0.211 | 0.043 |
| 31090310 | -0.161 | 0.042 |
| 31090410 | -0.250 | 0.133 |
| 31090710 | -0.208 | 0.060 |
| 31090810 | -0.238 | -0.041 |
| 31091010 | 0.004 | -0.049 |
| 31091110 | 0.273 | 0.063 |
| 31091210 | -0.119 | 0.035 |
| 31091410 | 0.194 | 0.002 |
| 31091510 | -0.206 | -0.112 |
| 31091610 | -0.138 | 0.098 |
| 31091710 | -0.083 | 0.153 |
| 31091810 | 0.084 | 0.023 |
| 31091910 | -0.041 | -0.029 |
| 31092010 | 0.169 | 0.078 |
| 31092110 | -0.129 | 0.079 |
| 31092210 | -0.059 | 0.112 |
| 31092410 | -0.064 | 0.109 |
| 31092510 | -0.081 | -0.110 |
| 31092610 | 0.017 | -0.003 |
| 31092710 | -0.159 | 0.114 |
| 31092810 | 0.188 | 0.101 |
| 31093010 | 0.125 | 0.097 |
| 31093110 | -0.111 | 0.137 |
| 31093210 | -0.242 | -0.003 |
| 31093310 | -0.052 | 0.072 |
| 31093410 | -0.141 | 0.035 |
| 31093510 | -0.112 | -0.064 |
| 31093610 | 0.015 | -0.053 |
| 31093710 | -0.146 | 0.138 |
| 31093910 | 0.399 | -0.072 |
| 31094010 | 0.409 | 0.076 |
| 31094110 | 0.117 | -0.129 |
| 31094310 | 0.029 | -0.105 |
| 31094410 | 0.004 | 0.092 |
| 31094510 | -0.177 | -0.047 |
| 31094610 | 0.328 | 0.020 |
| 31094710 | 0.208 | 0.032 |
| 31094810 | -0.228 | 0.197 |
| 31094910 | -0.304 | 0.004 |
| 31095010 | -0.347 | -0.052 |
| 31095210 | -0.126 | 0.093 |
| 31095310 | 0.154 | 0.160 |
| 31095410 | 0.107 | 0.068 |
| 31095610 | 0.036 | -0.125 |
| 31095810 | -0.219 | -0.083 |
| 31096110 | 0.095 | 0.075 |
| 31096210 | -0.304 | 0.004 |
| 31096310 | -0.109 | -0.068 |
| 31096510 | -0.304 | 0.004 |
| 31096710 | -0.126 | -0.137 |
| 31097010 | -0.097 | -0.080 |
| 31097210 | -0.215 | -0.089 |
| 31097310 | -0.207 | -0.116 |
| 31097510 | -0.095 | -0.088 |
| 31097710 | -0.034 | -0.010 |
| 31097810 | -0.304 | 0.004 |
| 31097910 | -0.209 | -0.109 |
| 31098110 | -0.220 | -0.008 |
| 31098210 | 0.171 | 0.118 |
| 31098410 | -0.130 | -0.026 |
| 31098510 | 0.524 | 0.074 |
| 41000110 | -0.097 | 0.077 |
| 41000310 | -0.016 | 0.080 |
| 41000410 | -0.219 | -0.083 |
| 41000610 | -0.062 | -0.108 |
| 41000810 | 0.330 | 0.124 |
| 41000910 | 0.192 | -0.167 |
| 41001010 | -0.109 | -0.068 |
| 41001110 | -0.019 | 0.162 |
| 41001210 | -0.121 | 0.141 |
| 41001310 | -0.099 | 0.071 |
| 41001410 | -0.226 | -0.055 |
| 41001710 | -0.135 | -0.120 |
| 41001910 | -0.276 | 0.087 |
| 41002110 | -0.079 | -0.069 |
| 41002510 | -0.348 | 0.023 |
| 41002610 | -0.042 | 0.095 |
| 41002910 | -0.196 | 0.015 |
| 41003010 | -0.169 | 0.037 |
| 41003210 | -0.050 | 0.074 |
| 41003310 | -0.010 | 0.003 |
| 41003410 | -0.231 | -0.041 |
| 41003610 | 0.117 | 0.011 |
| 41003710 | -0.005 | -0.011 |
| 41003810 | -0.285 | -0.059 |
| 41004010 | -0.168 | 0.098 |
| 41004110 | 0.106 | 0.081 |
| 41004610 | -0.055 | -0.005 |
| 41004810 | 0.008 | -0.161 |
| 41004910 | 0.045 | 0.024 |
| 41005010 | 0.162 | -0.098 |
| 41005110 | 0.030 | 0.070 |
| 41005210 | 0.348 | -0.063 |
| 41005410 | -0.257 | 0.025 |
| 41005610 | -0.101 | 0.150 |
| 41005710 | -0.347 | -0.052 |
| 41005810 | -0.025 | 0.035 |
| 41005910 | -0.117 | -0.010 |
| 41006010 | -0.226 | -0.055 |
| 41006310 | -0.238 | -0.041 |
| 41006510 | 0.034 | 0.162 |
| 41006610 | -0.077 | -0.039 |
| 41006810 | -0.283 | -0.069 |
| 41006910 | -0.116 | 0.010 |
| 41007010 | 0.047 | -0.122 |
| 41007110 | -0.151 | -0.103 |
| 41007210 | -0.147 | 0.098 |
| 41007310 | -0.112 | -0.053 |
| 41007410 | -0.196 | 0.027 |
| 41007610 | -0.081 | -0.140 |
| 41007810 | 0.070 | -0.096 |
| 41007910 | -0.219 | -0.083 |
| 41008010 | -0.188 | 0.103 |
| 41008310 | -0.082 | -0.068 |
| 41008410 | -0.133 | -0.009 |
| 41008510 | -0.138 | -0.087 |
| 41008610 | -0.041 | -0.041 |
| 41008710 | 0.016 | 0.034 |
| 41008910 | -0.034 | -0.072 |
| 41009010 | -0.211 | -0.073 |
| 41009110 | -0.136 | 0.023 |
| 41009210 | -0.078 | -0.143 |
| 41009410 | 0.286 | 0.062 |
| 41009610 | -0.173 | 0.094 |
| 41009710 | 0.073 | 0.099 |
| 41009810 | -0.104 | 0.081 |
| 41009910 | -0.095 | -0.088 |
| 41010010 | -0.054 | 0.058 |
| 41010110 | -0.219 | -0.083 |
| 41010210 | -0.075 | 0.059 |
| 41010510 | -0.054 | 0.116 |
| 41010810 | -0.189 | -0.037 |
| 41010910 | -0.219 | -0.083 |
| 41011010 | -0.321 | 0.106 |
| 41011110 | -0.026 | 0.026 |
| 41011210 | -0.192 | 0.117 |
| 41011310 | -0.018 | -0.076 |
| 41011410 | -0.202 | 0.135 |
| 41011710 | -0.076 | 0.074 |
| 41011810 | 0.006 | -0.117 |
| 41012010 | -0.149 | 0.036 |
| 41012110 | 0.074 | -0.185 |
| 41012310 | -0.119 | 0.081 |
| 41012410 | -0.081 | 0.035 |
| 41012710 | 0.078 | -0.090 |
| 41012810 | 0.317 | 0.098 |
| 41013010 | -0.347 | -0.052 |
| 41013310 | -0.167 | -0.045 |
| 41013410 | 0.124 | -0.117 |
| 41013610 | -0.136 | 0.022 |
| 41013710 | 0.092 | 0.003 |
| 41013810 | -0.060 | -0.027 |
| 41013910 | -0.047 | -0.145 |
| 41014010 | 0.016 | -0.049 |
| 41014310 | 0.255 | 0.040 |
| 41014410 | 0.040 | -0.109 |
| 41014510 | 0.113 | -0.083 |
| 41014610 | -0.019 | 0.035 |
| 41014710 | 0.303 | -0.041 |
| 41014810 | -0.091 | 0.169 |
| 41014910 | 0.155 | 0.161 |
| 41015010 | 0.190 | 0.005 |
| 41015310 | 0.423 | -0.074 |
| 41015910 | -0.027 | 0.075 |
| 41016110 | -0.117 | -0.010 |
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| 42013810 | -0.297 | -0.017 |
| 42013910 | 0.191 | 0.036 |
| 42014210 | -0.304 | 0.004 |
| 42014310 | -0.177 | -0.047 |
| 42014410 | -0.051 | 0.039 |
| 42014610 | -0.101 | -0.068 |
| 42014710 | -0.243 | -0.023 |
| 42014910 | -0.149 | -0.005 |
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| 42015510 | -0.079 | -0.108 |
| 42015610 | 0.101 | 0.050 |
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| 42015810 | 0.029 | -0.064 |
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| 42017210 | -0.064 | 0.066 |
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| 42017610 | 0.079 | 0.105 |
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| 42017810 | -0.087 | -0.088 |
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| 42018410 | -0.220 | 0.050 |
| 42018510 | 0.392 | -0.018 |
| 42018610 | -0.219 | -0.083 |
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| 42018810 | -0.070 | -0.018 |
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| 42041410 | 0.123 | 0.032 |
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| 42042810 | -0.057 | 0.074 |
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| 43002210 | -0.299 | 0.074 |
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| 43002810 | 0.057 | -0.096 |
| 43002910 | 0.306 | -0.099 |
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| 43003310 | -0.226 | -0.021 |
| 43003410 | 0.119 | 0.023 |
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| 43003710 | 0.181 | -0.133 |
| 43003810 | 0.099 | 0.014 |
| 43004010 | -0.219 | -0.083 |
| 43004110 | -0.185 | 0.157 |
| 43004210 | -0.093 | 0.077 |
| 43004310 | 0.259 | -0.042 |
| 43004410 | 0.200 | -0.059 |
| 43004510 | -0.096 | -0.068 |
| 43004610 | -0.051 | -0.039 |
| 43004710 | -0.285 | -0.059 |
| 43004810 | -0.283 | -0.069 |
| 43004910 | 0.434 | -0.108 |
| 43005210 | 0.331 | 0.077 |
| 43005310 | 0.127 | 0.023 |
| 43005410 | 0.121 | -0.129 |
| 43005510 | 0.075 | -0.005 |
| 43005610 | -0.004 | -0.008 |
| 43005710 | -0.205 | 0.063 |
| 43005810 | 0.099 | 0.141 |
| 43006110 | 0.046 | -0.007 |
| 43006310 | -0.026 | 0.043 |
| 43006410 | -0.245 | 0.080 |
| 43006510 | -0.347 | -0.052 |
| 43006610 | -0.169 | -0.037 |
| 43006710 | 0.186 | -0.032 |
| 43006810 | -0.138 | 0.059 |
| 43006910 | -0.029 | -0.072 |
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| 53005510 | -0.142 | -0.129 |
| 53005810 | 0.374 | 0.111 |
| 53006210 | -0.022 | 0.053 |
| 53006310 | -0.087 | -0.120 |
| 53006410 | 0.227 | 0.061 |
| 53006810 | -0.206 | 0.158 |
| 53007110 | -0.201 | 0.099 |
| 53007310 | 0.093 | -0.097 |
| 53007410 | 0.073 | 0.105 |
| 53007610 | -0.102 | 0.017 |
| 53007810 | 0.065 | 0.226 |
| 53007910 | -0.141 | 0.035 |
| 53008110 | -0.005 | 0.014 |
| 53008310 | -0.238 | -0.041 |
| 53008610 | 0.380 | 0.016 |
| 53008710 | -0.215 | 0.060 |
| 53008810 | -0.136 | 0.026 |
| 53009010 | 0.053 | 0.054 |
| 53009210 | 0.067 | 0.073 |
| 53009410 | -0.151 | 0.067 |
| 53009810 | 0.147 | 0.085 |
| 53009910 | -0.227 | 0.122 |
| 53010110 | 0.142 | 0.127 |
| 53010210 | -0.078 | 0.025 |
| 53010310 | 0.188 | -0.134 |
| 53010410 | -0.280 | -0.076 |
| 53010910 | -0.029 | 0.060 |
| 53011010 | -0.211 | 0.043 |
| 53011310 | 0.050 | 0.070 |
| 53011410 | -0.266 | -0.056 |
| 53011510 | -0.116 | 0.098 |
| 53011610 | 0.023 | 0.197 |
| 53011910 | -0.157 | -0.005 |
| 53012010 | -0.043 | 0.145 |
| 53012210 | 0.183 | 0.100 |
| 53012310 | 0.034 | 0.125 |
| 53012510 | -0.097 | 0.061 |
| 53012910 | 0.104 | 0.098 |
| 53013410 | -0.149 | 0.036 |
| 53013610 | 0.035 | 0.041 |
| 53013810 | -0.038 | -0.043 |
| 53013910 | 0.505 | 0.031 |
| 53014010 | 0.272 | -0.063 |
| 53014210 | -0.077 | 0.053 |
| 53014310 | -0.170 | -0.041 |
| 53014510 | -0.242 | 0.042 |
| 53014610 | 0.255 | 0.046 |
| 53014910 | -0.282 | -0.001 |
| 53015110 | -0.228 | 0.197 |
| 53015210 | 0.124 | -0.117 |
| 53015310 | 0.195 | 0.107 |
| 53015410 | -0.057 | 0.174 |
| 53015510 | 0.174 | -0.065 |
| 53015710 | -0.057 | 0.109 |
| 53015810 | 0.088 | -0.068 |
| 53016010 | -0.347 | -0.052 |
| 53016210 | -0.235 | -0.024 |
| 53016610 | -0.305 | -0.016 |
| 53016710 | -0.054 | 0.038 |
| 53016810 | -0.155 | -0.028 |
| 53017110 | -0.211 | 0.043 |
| 53017210 | -0.026 | -0.105 |
| 53017310 | -0.093 | 0.009 |
| 53017610 | -0.014 | -0.160 |
| 53017810 | -0.127 | -0.012 |
| 53017910 | 0.170 | -0.128 |
| 53018010 | 0.179 | -0.065 |
| 53018610 | 0.383 | -0.068 |
| 53018710 | -0.031 | -0.105 |
| 53018910 | -0.053 | 0.161 |
| 53019310 | -0.024 | -0.092 |
| 53019410 | -0.217 | 0.135 |
| 53019610 | 0.239 | -0.085 |
| 53019710 | -0.078 | 0.005 |
| 53019810 | 0.270 | -0.010 |
| 53019910 | 0.370 | 0.055 |
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| 53020110 | 0.139 | -0.169 |
| 53020410 | 0.034 | -0.089 |
| 53020710 | -0.177 | -0.047 |
| 53020810 | -0.285 | -0.059 |
| 53021010 | 0.278 | 0.174 |
| 53021210 | -0.016 | -0.065 |
| 53021410 | 0.107 | -0.091 |
| 53021610 | -0.090 | 0.091 |
| 53021910 | 0.083 | -0.083 |
| 53022310 | 0.231 | -0.078 |
| 53022410 | 0.166 | -0.085 |
| 53023010 | 0.475 | 0.022 |
| 53023310 | -0.127 | -0.012 |
| 53023510 | -0.125 | -0.022 |
| 53023810 | 0.345 | -0.009 |
| 53023910 | 0.055 | 0.131 |
| 53024310 | -0.237 | 0.051 |
| 53024410 | 0.046 | 0.070 |
| 53024510 | 0.407 | -0.046 |
| 53024610 | -0.127 | -0.012 |
| 53024710 | -0.007 | -0.145 |
| 53024810 | 0.281 | 0.141 |
| 53024910 | 0.114 | 0.006 |
| 53025010 | 0.034 | 0.142 |
| 53025110 | 0.096 | 0.118 |
| 53025310 | 0.298 | 0.095 |
| 53025410 | 0.162 | -0.060 |
| 53025610 | -0.018 | 0.087 |
| 53025810 | 0.189 | 0.110 |
| 53026410 | -0.208 | 0.145 |
| 53027110 | 0.135 | 0.022 |
| 53027310 | 0.187 | 0.008 |
| 53027610 | -0.009 | 0.184 |
| 53027810 | 0.133 | -0.111 |
| 53027910 | -0.285 | -0.059 |
| 53028110 | 0.399 | 0.012 |
| 53028210 | -0.102 | -0.067 |
| 53028310 | -0.159 | -0.017 |
| 53028410 | -0.020 | -0.083 |
| 53028510 | 0.097 | 0.021 |
| 53028710 | 0.059 | 0.019 |
| 53028810 | -0.036 | 0.149 |
| 53028910 | 0.078 | -0.019 |
| 53029210 | 0.130 | -0.100 |
| 53029310 | 0.017 | 0.086 |
| 53029510 | 0.233 | 0.061 |
| 53029610 | 0.098 | -0.044 |
| 53029710 | -0.139 | -0.012 |
| 53029810 | -0.082 | 0.078 |
| 53030310 | 0.070 | -0.005 |
| 53030410 | -0.347 | -0.052 |
| 53030510 | 0.324 | 0.020 |
| 53030610 | -0.125 | 0.225 |
| 53030810 | 0.117 | 0.084 |
| 53030910 | -0.033 | 0.016 |
| 53031410 | -0.004 | -0.158 |
| 53031510 | -0.259 | 0.099 |
| 53031910 | -0.347 | -0.052 |
| 53032210 | -0.177 | -0.047 |
| 53032510 | 0.192 | -0.038 |
| 53032610 | -0.016 | 0.127 |
| 53033210 | 0.392 | 0.002 |
| 53033510 | 0.025 | 0.074 |
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| 53034410 | -0.193 | 0.012 |
| 53034610 | -0.127 | 0.141 |
| 53034710 | -0.321 | 0.106 |
| 53034910 | -0.210 | 0.063 |
| 53035010 | 0.014 | -0.073 |
| 53035410 | 0.040 | -0.109 |
| 53035510 | 0.232 | 0.031 |
| 53035610 | 0.021 | -0.037 |
| 53035810 | -0.025 | 0.090 |
| 53035910 | 0.232 | 0.136 |
| 53036010 | 0.011 | 0.106 |
| 53036110 | 0.411 | 0.031 |
| 53036310 | 0.134 | 0.177 |
| 53036410 | -0.299 | 0.074 |
| 53036510 | 0.260 | -0.158 |
| 53036610 | 0.004 | -0.057 |
| 53036810 | 0.159 | 0.110 |
| 53037210 | 0.238 | 0.085 |
| 53037310 | -0.051 | -0.006 |
| 53037510 | -0.153 | -0.095 |
| 53037610 | 0.028 | 0.183 |
| 53037910 | 0.281 | 0.102 |
| 53038010 | 0.140 | -0.025 |
| 53038410 | 0.139 | 0.052 |
| 53038610 | 0.031 | 0.149 |
| 53038710 | -0.070 | 0.100 |
| 53038810 | -0.276 | 0.087 |
| 53038910 | 0.410 | 0.022 |
| 53039010 | 0.131 | -0.032 |
| 53039210 | 0.179 | 0.041 |
| 53039310 | 0.204 | 0.051 |
| 53039410 | -0.089 | -0.072 |
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| 53040010 | -0.081 | -0.110 |
| 53040310 | 0.265 | -0.048 |
| 53040510 | 0.443 | -0.031 |
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| 53040810 | 0.451 | 0.009 |
| 53040910 | 0.125 | 0.046 |
| 53041110 | 0.243 | -0.102 |
| 53041210 | 0.052 | 0.060 |
| 53041510 | 0.271 | 0.066 |
| 53041910 | 0.075 | 0.089 |
| 53042010 | 0.295 | -0.083 |
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| 53042410 | -0.016 | -0.056 |
| 53042510 | 0.451 | 0.114 |
| 53042810 | 0.139 | 0.009 |
| 53042910 | 0.125 | -0.018 |
| 53043110 | 0.294 | 0.041 |
| 53043210 | 0.241 | 0.041 |
| 53043310 | 0.027 | -0.057 |
| 53043410 | 0.267 | -0.015 |
| 53043610 | 0.087 | -0.156 |
| 53043710 | -0.011 | 0.147 |
| 53043810 | 0.228 | -0.010 |
| 53043910 | 0.423 | -0.074 |
| 53044010 | 0.359 | -0.057 |
| 53044110 | 0.375 | -0.133 |
| 53044210 | 0.260 | -0.022 |
| 53044310 | 0.541 | 0.062 |
| 53044410 | 0.157 | -0.058 |
| 53044510 | -0.031 | -0.105 |
| 53044810 | 0.110 | 0.081 |
| 53045010 | 0.208 | -0.050 |
| 53045110 | 0.232 | 0.036 |
| 53045410 | -0.168 | 0.050 |
| 53045510 | 0.352 | 0.039 |
| 53045710 | -0.055 | -0.141 |
| 53045810 | 0.114 | -0.109 |
| 53046010 | -0.147 | -0.087 |
| 53046110 | 0.268 | -0.158 |
| 53046210 | 0.231 | -0.078 |
| 53046310 | 0.301 | -0.064 |
| 53046810 | -0.208 | 0.061 |
| 53046910 | -0.196 | 0.131 |
| 53047110 | 0.068 | 0.035 |
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| 53047310 | -0.081 | -0.140 |
| 53047410 | 0.053 | 0.016 |
| 53047710 | 0.338 | -0.019 |
| 53047910 | 0.022 | -0.047 |
| 53048310 | -0.156 | 0.015 |
| 53048610 | -0.210 | 0.063 |
| 53048710 | -0.161 | 0.046 |
| 53048810 | -0.171 | -0.061 |
| 53049010 | 0.089 | 0.082 |
| 53049210 | -0.165 | 0.024 |
| 53049410 | -0.070 | 0.116 |
| 53049510 | 0.233 | 0.061 |
| 53049610 | 0.116 | 0.064 |
| 53049710 | 0.295 | -0.051 |
| 53049810 | 0.012 | 0.120 |
| 53049910 | -0.087 | 0.152 |
| 53050010 | 0.019 | -0.041 |
| 53050210 | 0.157 | -0.058 |
| 53050410 | 0.128 | -0.022 |
| 53050610 | -0.277 | 0.067 |
| 53050810 | 0.395 | 0.016 |
| 53050910 | -0.012 | 0.074 |
| 53051010 | -0.165 | 0.200 |
| 53051310 | 0.232 | 0.054 |
| 53051710 | -0.165 | 0.115 |
| 53051910 | -0.141 | 0.035 |
| 53052010 | -0.119 | -0.008 |
| 53052110 | -0.018 | 0.087 |
| 53052210 | 0.243 | 0.024 |
| 53052410 | 0.213 | 0.116 |
| 53052610 | -0.117 | 0.045 |
| 53052710 | 0.244 | 0.113 |
| 53052810 | -0.095 | -0.088 |
| 53052910 | 0.177 | 0.026 |
| 53053010 | -0.045 | -0.002 |
| 53053110 | 0.247 | 0.123 |
| 53053310 | 0.300 | -0.105 |
| 53053610 | 0.126 | 0.042 |
| 53053710 | 0.107 | -0.056 |
| 53053810 | 0.274 | -0.022 |
| 53054010 | 0.162 | 0.172 |
| 53054110 | 0.399 | 0.077 |
| 53054210 | 0.091 | -0.010 |
| 53054510 | 0.254 | 0.113 |
| 53054610 | 0.087 | 0.085 |
| 53054710 | -0.280 | -0.076 |
| 53054810 | -0.257 | 0.025 |
| 53054910 | -0.031 | 0.070 |
| 53055010 | -0.136 | 0.023 |
| 53055210 | 0.026 | -0.077 |
| 53055610 | -0.243 | -0.023 |
| 53055710 | 0.187 | 0.060 |
| 53055810 | -0.185 | 0.157 |
| 53056010 | -0.227 | 0.122 |
| 53056110 | -0.067 | -0.094 |
| 53056210 | -0.076 | -0.085 |
| 53056310 | 0.097 | 0.223 |
| 53056410 | -0.297 | -0.017 |
| 53056710 | -0.202 | -0.096 |
| 53056810 | 0.165 | 0.051 |
| 53056910 | -0.240 | -0.013 |
| 53057010 | -0.098 | -0.101 |
| 53057110 | -0.181 | -0.002 |
| 53057310 | -0.015 | -0.085 |
| 53057410 | 0.071 | -0.069 |
| 53057910 | 0.075 | 0.061 |
| 53058110 | 0.005 | -0.050 |
| 53058210 | 0.402 | 0.165 |
| 53058310 | -0.062 | -0.018 |
| 53058710 | 0.099 | 0.179 |
| 53058810 | 0.283 | 0.095 |
| 53059210 | -0.099 | 0.071 |
| 53059510 | 0.007 | 0.229 |
| 53059610 | 0.177 | -0.088 |
| 53059910 | 0.054 | 0.006 |
| 53060210 | -0.128 | 0.035 |
| 53060410 | -0.176 | -0.027 |
| 53060710 | -0.215 | -0.089 |
| 53061010 | 0.403 | -0.013 |
| 53061110 | 0.041 | -0.002 |
| 53061610 | 0.056 | -0.116 |
| 53061810 | 0.114 | 0.006 |
| 53061910 | -0.078 | -0.143 |
| 53062010 | -0.019 | 0.162 |
| 53062110 | -0.037 | 0.169 |
| 53062210 | -0.001 | -0.164 |
| 53062710 | 0.214 | -0.022 |
| 53062910 | -0.071 | 0.033 |
| 53063110 | 0.118 | 0.066 |
| 53063310 | -0.007 | 0.089 |
| 53063410 | -0.115 | 0.055 |
| 53063510 | 0.064 | 0.028 |
| 53063710 | 0.225 | 0.090 |
| 53063810 | 0.083 | 0.001 |
| 53063910 | 0.154 | -0.019 |
| 53064010 | -0.231 | -0.041 |
| 53064110 | 0.022 | -0.070 |
| 53064310 | 0.310 | -0.122 |
| 53064610 | 0.262 | 0.090 |
| 53064810 | -0.182 | 0.000 |
| 53065010 | 0.271 | 0.032 |
| 53065110 | -0.009 | 0.031 |
| 53065310 | 0.134 | -0.036 |
| 53065710 | 0.193 | 0.036 |
| 53065810 | -0.037 | 0.019 |
| 53066010 | 0.199 | 0.181 |
| 53066110 | 0.100 | -0.057 |
| 53066210 | 0.381 | -0.109 |
| 53066410 | -0.088 | -0.052 |
| 53066510 | 0.077 | -0.014 |
| 53066710 | 0.001 | 0.075 |
| 54000110 | 0.018 | -0.061 |
| 54000210 | 0.245 | -0.099 |
| 54000310 | 0.434 | 0.038 |
| 54000510 | -0.231 | -0.056 |
| 54000610 | -0.030 | -0.084 |
| 54000710 | 0.282 | -0.033 |
| 54000910 | 0.096 | 0.138 |
| 54001210 | -0.162 | -0.064 |
| 54001310 | -0.151 | -0.103 |
| 54001410 | -0.108 | 0.166 |
| 54001510 | 0.039 | 0.070 |
| 54001710 | 0.112 | 0.042 |
| 54001810 | -0.231 | -0.041 |
| 54002010 | 0.331 | -0.019 |
| 54002110 | 0.152 | 0.071 |
| 54002210 | -0.031 | -0.105 |
| 54002410 | -0.183 | 0.085 |
| 54002510 | 0.194 | 0.002 |
| 54002610 | 0.231 | 0.034 |
| 54002910 | -0.200 | 0.015 |
| 54003510 | -0.134 | 0.008 |
| 54003710 | -0.025 | -0.095 |
| 54003910 | -0.190 | 0.089 |
| 54004010 | -0.347 | -0.052 |
| 54004210 | -0.037 | 0.169 |
| 54004410 | 0.287 | 0.066 |
| 54004510 | 0.010 | -0.013 |
| 54004610 | -0.078 | -0.143 |
| 54004710 | -0.015 | -0.124 |
| 54005010 | -0.282 | -0.001 |
| 54005310 | 0.046 | -0.092 |
| 54005610 | -0.077 | 0.104 |
| 54005710 | 0.203 | 0.022 |
| 54006110 | -0.155 | 0.098 |
| 54006310 | -0.077 | 0.132 |
| 54006810 | 0.004 | 0.014 |
| 54007210 | -0.106 | 0.091 |
| 54007310 | -0.269 | 0.067 |
| 54007510 | -0.112 | 0.053 |
| 54007710 | -0.198 | 0.032 |
| 54007910 | 0.492 | 0.027 |
| 54008110 | 0.212 | -0.093 |
| 54008310 | -0.212 | 0.074 |
| 54008410 | -0.093 | 0.111 |
| 54008810 | 0.161 | -0.072 |
| 54009010 | -0.147 | -0.087 |
| 54009110 | -0.265 | -0.016 |
| 54009210 | -0.158 | 0.139 |
| 54009310 | 0.057 | 0.096 |
| 54009410 | 0.226 | -0.070 |
| 54009510 | 0.125 | -0.147 |
| 54009710 | 0.354 | 0.021 |
| 54010010 | 0.210 | 0.079 |
| 54010110 | -0.193 | 0.008 |
| 54010410 | 0.321 | 0.083 |
| 54010510 | 0.276 | 0.045 |
| 54010710 | -0.029 | 0.112 |
| 54010810 | -0.155 | -0.028 |
| 54010910 | -0.160 | 0.098 |
| 54011110 | -0.149 | 0.036 |
| 54011210 | 0.146 | 0.044 |
| 54011610 | -0.253 | 0.007 |
| 54012110 | -0.242 | -0.003 |
| 54012510 | -0.089 | 0.074 |
| 54012610 | -0.127 | -0.012 |
| 54013010 | -0.216 | 0.155 |
| 54013310 | 0.331 | -0.019 |
| 54013510 | -0.319 | 0.031 |
| 54013710 | 0.099 | 0.003 |
| 54014110 | -0.319 | 0.031 |
| 54014210 | -0.037 | -0.052 |
| 54014310 | -0.015 | 0.054 |
| 54014610 | -0.157 | -0.005 |
| 54014710 | -0.216 | -0.021 |
| 54014910 | 0.046 | -0.066 |
| 54015010 | -0.280 | -0.076 |
| 54015110 | 0.131 | -0.008 |
| 54015210 | -0.235 | -0.024 |
| 54015310 | 0.239 | 0.033 |
| 54015510 | -0.285 | -0.059 |
| 54015610 | 0.132 | 0.018 |
| 54015710 | 0.016 | 0.034 |
| 54015910 | 0.118 | -0.055 |
| 54016110 | 0.299 | 0.115 |
| 54016210 | 0.246 | 0.116 |
| 54016610 | -0.277 | 0.067 |
| 54016710 | 0.392 | -0.018 |
| 54017110 | -0.257 | 0.025 |
| 54017210 | 0.299 | 0.059 |
| 54017510 | -0.112 | 0.028 |
| 54017710 | 0.257 | 0.080 |
| 54017810 | -0.278 | 0.162 |
| 54018610 | 0.278 | -0.049 |
| 54018710 | 0.382 | -0.001 |
| 54018910 | 0.052 | 0.006 |
| 54019210 | 0.148 | 0.075 |
| 54019310 | 0.023 | 0.073 |
| 54019910 | 0.053 | 0.002 |
| 54020210 | 0.165 | -0.078 |
| 54020410 | 0.155 | 0.065 |
| 54020510 | -0.087 | -0.032 |
| 54020610 | 0.091 | -0.027 |
| 54020910 | -0.067 | -0.111 |
| 54021110 | -0.028 | 0.038 |
| 54021210 | 0.257 | 0.060 |
| 54021310 | 0.177 | 0.024 |
| 54021410 | -0.148 | -0.090 |
| 54021510 | 0.296 | 0.098 |
| 54022310 | -0.051 | 0.146 |
| 54023211 | -0.152 | 0.016 |
| 54023212 | -0.100 | 0.166 |
| 54023310 | 0.001 | 0.069 |
| 54023510 | -0.152 | 0.138 |
| 54023610 | -0.319 | 0.031 |
| 54024110 | 0.025 | 0.054 |
| 54024210 | 0.261 | -0.137 |
| 54024310 | -0.212 | 0.117 |
| 54024410 | 0.188 | 0.039 |
| 54024510 | 0.038 | 0.111 |
| 54024610 | -0.045 | 0.003 |
| 54024710 | -0.009 | 0.070 |
| 54025010 | 0.150 | -0.094 |
| 54025110 | -0.123 | 0.151 |
| 54025310 | -0.129 | 0.028 |
| 54025710 | -0.005 | 0.066 |
| 54026110 | -0.058 | 0.201 |
| 54026210 | -0.177 | -0.047 |
| 54026510 | 0.015 | 0.161 |
| 54026710 | -0.074 | 0.077 |
| 54027010 | 0.406 | 0.069 |
| 54027310 | 0.251 | 0.043 |
| 54027510 | 0.169 | -0.062 |
| 54027910 | 0.067 | -0.019 |
| 54028710 | -0.164 | -0.028 |
| 54028810 | -0.248 | 0.058 |
| 54028910 | 0.060 | -0.018 |
| 54029010 | -0.265 | 0.053 |
| 54029110 | -0.261 | -0.033 |
| 54029210 | -0.061 | 0.078 |
| 54029410 | 0.113 | 0.029 |
| 54029510 | -0.027 | 0.063 |
| 54029910 | -0.207 | -0.116 |
| 54030110 | -0.062 | 0.058 |
| 54030210 | 0.119 | 0.007 |
| 54030310 | -0.105 | -0.052 |
| 54030510 | -0.025 | 0.077 |
| 54030610 | 0.205 | 0.024 |
| 54030710 | 0.052 | -0.132 |
| 54030910 | -0.055 | 0.004 |
| 54031010 | -0.098 | 0.176 |
| 54031210 | 0.381 | 0.121 |
| 54031310 | 0.253 | 0.126 |
| 54031510 | 0.077 | -0.034 |
| 54031610 | -0.212 | -0.099 |
| 54031710 | -0.053 | -0.057 |
| 54031810 | -0.211 | -0.034 |
| 54031910 | 0.229 | 0.017 |
| 54032010 | 0.097 | 0.223 |
| 54032110 | -0.042 | 0.149 |
| 54032310 | 0.117 | -0.129 |
| 54032510 | -0.265 | 0.053 |
| 54032610 | -0.059 | 0.072 |
| 54032710 | -0.069 | -0.005 |
| 54032810 | -0.165 | 0.115 |
| 54033110 | 0.426 | -0.003 |
| 54033210 | -0.240 | -0.013 |
| 54033610 | -0.007 | 0.110 |
| 54033810 | -0.208 | 0.145 |
| 54033910 | 0.076 | -0.010 |
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| 93086210 | -0.097 | -0.052 |
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| 93089710 | 0.017 | 0.086 |
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| 93091210 | 0.191 | 0.036 |
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| 93093110 | -0.280 | -0.076 |
| 93093310 | -0.347 | -0.052 |
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| 93094910 | -0.280 | -0.076 |
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| 93096410 | -0.347 | -0.052 |
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| 93098910 | -0.177 | -0.047 |
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| 93099210 | -0.047 | 0.098 |
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| 93101010 | -0.078 | 0.005 |
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| 93101510 | -0.055 | -0.017 |
| 93101810 | 0.021 | 0.109 |
| 93101910 | -0.012 | 0.061 |
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| 93102310 | 0.162 | 0.118 |
| 93102410 | 0.024 | 0.122 |
| 93102510 | -0.099 | 0.071 |
| 93102710 | 0.115 | 0.027 |
| 93102910 | 0.271 | -0.025 |
| 93103410 | 0.236 | -0.088 |
| 93103910 | 0.050 | 0.050 |
| 93104410 | -0.169 | -0.048 |
| 93104710 | 0.065 | -0.116 |
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| 93105610 | -0.310 | -0.020 |
| 93105710 | -0.216 | -0.093 |
| 93105810 | -0.160 | 0.166 |
| 93105910 | 0.098 | -0.085 |
| 93106110 | 0.261 | -0.106 |
| 93106210 | 0.381 | -0.109 |
| 93106410 | -0.219 | -0.083 |
| 93106610 | -0.139 | -0.107 |
| 93107110 | 0.137 | -0.010 |
| 93107210 | -0.304 | 0.004 |
| 93107310 | -0.105 | -0.065 |
| 93107610 | -0.277 | 0.026 |
| 93107810 | -0.285 | -0.059 |
| 93108110 | -0.032 | -0.083 |
| 93108510 | -0.285 | -0.059 |
| 93108810 | 0.249 | -0.096 |
| 93108910 | -0.283 | -0.069 |
| 93109210 | -0.004 | -0.049 |
| 93109310 | -0.347 | -0.052 |
| 93109410 | -0.219 | -0.083 |
| 93109510 | -0.221 | -0.034 |
| 93109610 | -0.159 | -0.017 |
| 93110710 | -0.285 | -0.059 |
| 93110910 | -0.219 | -0.083 |
| 93111010 | -0.226 | -0.021 |
| 93111110 | 0.324 | 0.003 |
| 93111310 | 0.312 | 0.037 |
| 93111410 | -0.347 | -0.052 |
| 93111910 | 0.036 | 0.084 |
| 93112310 | -0.055 | -0.017 |
| 93112410 | 0.047 | -0.014 |
| 93112510 | 0.071 | 0.007 |
| 93113010 | 0.274 | -0.073 |
| 93113110 | 0.079 | 0.105 |
| 93113210 | 0.232 | -0.058 |
| 93113410 | 0.164 | 0.110 |
| 93113610 | 0.002 | 0.106 |
| 93113810 | -0.280 | -0.076 |
| 93114010 | -0.238 | -0.041 |
| 93114110 | -0.165 | 0.115 |
| 93114510 | -0.095 | 0.186 |
| 93114610 | 0.259 | 0.005 |
| 93115610 | -0.145 | -0.097 |
| 93115710 | -0.347 | -0.052 |
| 93115910 | 0.002 | -0.168 |
| 93116510 | 0.025 | 0.054 |
| 93116610 | -0.223 | 0.020 |
| 93116710 | 0.166 | 0.118 |
| 93116910 | -0.127 | -0.008 |
| 93117510 | 0.217 | -0.196 |
| 93117610 | 0.133 | -0.035 |
| 93118010 | 0.316 | -0.113 |
| 93118110 | 0.011 | 0.204 |
| 93119110 | -0.088 | 0.097 |
| 93119310 | 0.179 | 0.033 |
| 93119510 | -0.227 | 0.122 |
| 93119810 | 0.058 | -0.164 |
| 93120010 | 0.273 | -0.043 |
| 93120110 | 0.055 | 0.128 |
| 93120310 | 0.239 | -0.085 |
| 93120810 | 0.021 | -0.047 |
| 93120910 | 0.199 | -0.140 |
| 93121310 | 0.014 | 0.119 |
| 93121410 | 0.125 | -0.002 |
| 93121510 | 0.003 | -0.118 |
| 93121610 | 0.042 | 0.083 |
| 93121810 | -0.226 | -0.055 |
| 93121910 | -0.176 | -0.027 |
| 93122110 | 0.177 | 0.020 |
| 93122210 | 0.032 | 0.079 |
| 93122410 | -0.257 | 0.025 |
| 93122610 | -0.099 | -0.074 |
| 93123010 | -0.196 | 0.015 |
| 93123310 | -0.269 | 0.067 |
| 93124010 | -0.262 | 0.039 |
| 93124110 | -0.134 | 0.008 |
| 93124210 | -0.347 | -0.052 |
| 93124310 | 0.387 | 0.130 |
| 93124410 | 0.009 | -0.063 |
| 93124610 | -0.144 | 0.117 |
| 93124810 | 0.015 | 0.094 |
| 93124910 | 0.142 | 0.012 |
| 93125010 | -0.235 | -0.024 |
| 93125110 | -0.062 | -0.009 |
| 93125310 | 0.309 | 0.125 |
| 93125710 | 0.206 | 0.015 |
| 93126210 | -0.144 | -0.005 |
| 93126310 | -0.304 | 0.004 |
| 93126510 | 0.038 | 0.113 |
| 93126610 | 0.203 | -0.052 |
| 93126710 | -0.031 | 0.070 |
| 93126810 | -0.190 | 0.042 |
| 93127810 | -0.276 | 0.087 |
| 93128010 | -0.262 | 0.039 |
| 93128110 | -0.165 | 0.115 |
| 93128510 | -0.079 | 0.029 |
| 93128910 | -0.157 | -0.005 |
| 93129110 | -0.057 | 0.074 |
| 93129310 | -0.198 | 0.062 |
| 93129410 | -0.121 | -0.026 |
- Formule : F_{is} \cdot \sqrt{\lambda_s} = \frac{1}{p} \sum_{j \in J_i} G_{js}
- Multiplication par \sqrt{\lambda_s} pour exprimer la position de l’individu comme la moyenne stricte des positions G_{js} de ses p modalités.
Approche 2 : Moyenne empirique directe. Calcul explicite sur les modalités actives de chaque individu
> # 1. Coordonnées des modalités sur les axes 1 et 2
> coords_mod <- hobbies.mca$var$coord[, 1:2]
>
> # 2. Tableau condensé nettoyé par FactoMineR (17 variables actives)
> tdc <- hobbies.mca$call$X[, 1:17]
>
> # 3. Calcul du barycentre des p = 17 modalités pour chaque individu
> bary2_ind <- t(sapply(1:nrow(tdc), function(i) {
+ # Noms des 17 modalités actives pour l'individu i (vecteur des 17 cellules)
+ mods_i <- as.character(unlist(tdc[i, ]))
+
+ # Moyenne arithmétique des coordonnées de ces 17 modalités
+ colMeans(coords_mod[mods_i, , drop = FALSE])
+ }))
>
> print_table(bary2_ind, scroll = 5)| Dim 1 | Dim 2 |
|---|---|
| 0.297 | -0.060 |
| -0.066 | -0.091 |
| -0.016 | -0.112 |
| -0.304 | 0.004 |
| -0.106 | -0.058 |
| 0.258 | -0.161 |
| 0.076 | 0.005 |
| -0.068 | -0.140 |
| 0.137 | -0.120 |
| 0.218 | -0.193 |
| -0.212 | -0.099 |
| -0.347 | -0.052 |
| 0.013 | -0.116 |
| 0.331 | -0.144 |
| 0.329 | -0.090 |
| -0.347 | -0.052 |
| 0.263 | -0.045 |
| 0.310 | -0.122 |
| 0.325 | -0.123 |
| 0.298 | -0.106 |
| 0.122 | 0.019 |
| 0.316 | -0.113 |
| 0.123 | -0.101 |
| 0.216 | -0.033 |
| 0.259 | -0.083 |
| 0.268 | -0.158 |
| 0.214 | -0.013 |
| 0.015 | -0.151 |
| -0.059 | -0.141 |
| 0.182 | -0.093 |
| -0.285 | -0.059 |
| 0.116 | 0.084 |
| -0.285 | -0.059 |
| 0.152 | -0.169 |
| -0.347 | -0.052 |
| 0.072 | -0.076 |
| 0.353 | -0.067 |
| 0.027 | -0.057 |
| 0.107 | -0.085 |
| -0.091 | -0.032 |
| 0.338 | -0.165 |
| -0.103 | -0.062 |
| 0.153 | -0.029 |
| 0.236 | -0.082 |
| -0.047 | -0.145 |
| 0.182 | -0.140 |
| 0.451 | 0.009 |
| 0.072 | -0.008 |
| -0.021 | -0.031 |
| -0.144 | -0.119 |
| -0.055 | 0.137 |
| 0.316 | 0.033 |
| 0.180 | -0.065 |
| 0.328 | -0.127 |
| 0.338 | -0.165 |
| -0.004 | -0.158 |
| 0.177 | -0.071 |
| 0.122 | -0.113 |
| -0.035 | -0.050 |
| -0.028 | -0.108 |
| 0.277 | 0.080 |
| -0.018 | -0.021 |
| -0.037 | -0.044 |
| -0.327 | -0.009 |
| -0.279 | -0.072 |
| 0.047 | 0.056 |
| 0.401 | -0.026 |
| -0.012 | -0.070 |
| 0.371 | 0.034 |
| 0.309 | -0.092 |
| 0.267 | 0.045 |
| 0.203 | -0.050 |
| 0.229 | -0.060 |
| 0.209 | -0.026 |
| 0.477 | -0.053 |
| -0.285 | -0.059 |
| 0.189 | -0.102 |
| -0.347 | -0.052 |
| 0.166 | -0.111 |
| 0.285 | -0.057 |
| 0.216 | -0.098 |
| 0.258 | -0.120 |
| 0.154 | -0.176 |
| 0.373 | -0.109 |
| 0.270 | -0.019 |
| 0.409 | -0.026 |
| -0.099 | -0.065 |
| 0.218 | -0.193 |
| 0.236 | -0.082 |
| 0.218 | -0.193 |
| 0.201 | -0.137 |
| -0.347 | -0.052 |
| -0.248 | -0.027 |
| 0.322 | -0.136 |
| 0.116 | -0.150 |
| 0.249 | 0.054 |
| 0.119 | -0.103 |
| 0.274 | -0.148 |
| 0.193 | -0.144 |
| 0.282 | -0.033 |
| -0.121 | 0.028 |
| -0.134 | -0.070 |
| 0.389 | -0.035 |
| -0.113 | -0.120 |
| 0.193 | -0.137 |
| 0.149 | -0.077 |
| 0.206 | -0.147 |
| 0.137 | -0.120 |
| 0.154 | -0.176 |
| 0.139 | -0.169 |
| 0.055 | -0.063 |
| -0.165 | 0.200 |
| -0.285 | -0.059 |
| 0.303 | -0.116 |
| 0.380 | -0.129 |
| 0.156 | -0.078 |
| 0.233 | -0.085 |
| -0.014 | -0.160 |
| -0.147 | -0.087 |
| 0.380 | -0.129 |
| 0.135 | 0.022 |
| 0.028 | -0.037 |
| -0.154 | -0.100 |
| 0.118 | -0.146 |
| -0.235 | -0.024 |
| -0.099 | -0.044 |
| -0.148 | -0.116 |
| 0.432 | -0.017 |
| 0.341 | 0.056 |
| -0.235 | -0.024 |
| 0.056 | -0.099 |
| 0.040 | -0.109 |
| -0.219 | -0.083 |
| -0.028 | -0.072 |
| -0.193 | 0.008 |
| -0.232 | 0.000 |
| 0.311 | -0.116 |
| 0.404 | 0.045 |
| -0.280 | -0.076 |
| -0.117 | -0.006 |
| 0.127 | 0.001 |
| -0.014 | -0.160 |
| 0.317 | -0.092 |
| 0.227 | -0.065 |
| 0.380 | -0.129 |
| -0.177 | -0.047 |
| -0.039 | -0.104 |
| -0.115 | 0.011 |
| -0.028 | -0.072 |
| 0.064 | -0.110 |
| 0.015 | -0.151 |
| 0.024 | -0.041 |
| -0.067 | -0.094 |
| -0.075 | -0.153 |
| -0.219 | -0.083 |
| -0.078 | -0.143 |
| -0.065 | -0.127 |
| -0.066 | -0.147 |
| -0.009 | -0.144 |
| -0.285 | -0.059 |
| -0.074 | -0.104 |
| -0.128 | -0.101 |
| -0.347 | -0.052 |
| -0.285 | -0.059 |
| -0.231 | -0.041 |
| -0.201 | -0.100 |
| 0.158 | -0.114 |
| 0.249 | -0.065 |
| -0.141 | 0.035 |
| -0.201 | -0.100 |
| -0.173 | 0.115 |
| 0.222 | 0.004 |
| 0.380 | 0.016 |
| -0.011 | 0.039 |
| 0.030 | 0.074 |
| 0.380 | -0.129 |
| -0.219 | -0.083 |
| 0.192 | -0.042 |
| 0.225 | -0.122 |
| 0.340 | -0.036 |
| -0.011 | -0.056 |
| 0.268 | -0.158 |
| 0.229 | -0.116 |
| -0.062 | 0.072 |
| -0.144 | 0.158 |
| 0.170 | -0.064 |
| 0.392 | -0.143 |
| -0.149 | -0.113 |
| -0.280 | -0.076 |
| -0.209 | -0.080 |
| 0.013 | -0.024 |
| 0.306 | 0.043 |
| -0.304 | 0.004 |
| 0.264 | -0.035 |
| 0.310 | -0.122 |
| -0.347 | -0.052 |
| 0.049 | 0.046 |
| 0.156 | -0.149 |
| 0.057 | 0.008 |
| -0.233 | -0.034 |
| 0.078 | -0.077 |
| 0.221 | -0.101 |
| 0.342 | -0.094 |
| 0.364 | -0.101 |
| 0.392 | -0.143 |
| 0.458 | 0.049 |
| 0.183 | -0.099 |
| 0.011 | -0.069 |
| 0.165 | -0.088 |
| -0.006 | -0.148 |
| 0.274 | -0.148 |
| 0.027 | -0.105 |
| -0.134 | -0.087 |
| 0.204 | -0.141 |
| 0.081 | 0.014 |
| 0.066 | -0.185 |
| -0.310 | -0.020 |
| 0.181 | -0.147 |
| -0.083 | -0.045 |
| -0.069 | -0.084 |
| -0.078 | -0.143 |
| -0.085 | 0.025 |
| -0.046 | 0.007 |
| 0.117 | -0.129 |
| -0.092 | -0.081 |
| 0.187 | -0.136 |
| 0.310 | -0.122 |
| 0.052 | -0.120 |
| 0.218 | -0.193 |
| -0.165 | -0.061 |
| 0.261 | -0.137 |
| 0.260 | 0.020 |
| 0.246 | 0.006 |
| -0.207 | -0.116 |
| -0.073 | -0.140 |
| -0.238 | -0.021 |
| -0.238 | -0.021 |
| -0.033 | -0.069 |
| 0.063 | -0.012 |
| 0.161 | 0.081 |
| 0.333 | 0.080 |
| -0.106 | 0.010 |
| -0.257 | 0.110 |
| -0.129 | 0.079 |
| -0.127 | -0.017 |
| -0.039 | 0.071 |
| 0.289 | 0.021 |
| 0.408 | 0.065 |
| 0.040 | -0.109 |
| 0.287 | -0.085 |
| 0.249 | 0.054 |
| 0.472 | -0.056 |
| 0.176 | 0.084 |
| -0.043 | -0.024 |
| 0.249 | -0.096 |
| 0.017 | -0.031 |
| 0.131 | 0.035 |
| 0.505 | 0.031 |
| -0.233 | 0.098 |
| 0.383 | 0.030 |
| 0.280 | 0.017 |
| 0.115 | -0.072 |
| 0.358 | 0.024 |
| 0.322 | -0.136 |
| 0.258 | -0.120 |
| 0.268 | -0.158 |
| 0.055 | 0.083 |
| 0.190 | -0.140 |
| -0.014 | 0.087 |
| 0.062 | -0.016 |
| -0.064 | 0.046 |
| -0.219 | -0.083 |
| 0.274 | -0.022 |
| 0.184 | -0.120 |
| 0.054 | -0.010 |
| 0.352 | 0.117 |
| 0.138 | -0.189 |
| 0.193 | -0.137 |
| 0.260 | -0.158 |
| 0.016 | -0.051 |
| 0.185 | -0.059 |
| -0.072 | 0.029 |
| -0.073 | -0.049 |
| -0.098 | 0.091 |
| 0.125 | -0.116 |
| 0.303 | 0.004 |
| 0.214 | -0.017 |
| 0.017 | 0.078 |
| -0.100 | -0.045 |
| 0.029 | -0.054 |
| 0.030 | -0.034 |
| 0.135 | 0.066 |
| 0.175 | 0.003 |
| 0.435 | 0.044 |
| -0.098 | -0.101 |
| 0.151 | -0.094 |
| -0.065 | -0.049 |
| -0.273 | -0.092 |
| -0.319 | 0.031 |
| -0.305 | -0.016 |
| -0.178 | -0.029 |
| -0.149 | 0.036 |
| -0.206 | -0.112 |
| -0.235 | -0.024 |
| -0.347 | -0.052 |
| -0.086 | -0.049 |
| 0.076 | -0.158 |
| -0.145 | -0.123 |
| -0.273 | -0.092 |
| -0.145 | -0.123 |
| 0.187 | -0.154 |
| -0.135 | -0.093 |
| -0.005 | -0.085 |
| 0.019 | -0.013 |
| 0.316 | 0.033 |
| 0.338 | -0.165 |
| 0.280 | 0.039 |
| 0.137 | -0.120 |
| 0.268 | -0.158 |
| 0.137 | -0.120 |
| -0.219 | -0.083 |
| -0.169 | -0.048 |
| 0.032 | -0.071 |
| 0.373 | -0.109 |
| 0.145 | -0.159 |
| -0.051 | -0.127 |
| -0.064 | -0.023 |
| 0.370 | 0.013 |
| 0.206 | -0.002 |
| 0.322 | 0.015 |
| 0.084 | -0.091 |
| -0.162 | -0.072 |
| -0.010 | -0.106 |
| -0.002 | -0.092 |
| -0.297 | -0.017 |
| -0.190 | 0.022 |
| -0.238 | -0.041 |
| 0.249 | -0.096 |
| -0.196 | 0.094 |
| -0.073 | -0.123 |
| 0.111 | -0.146 |
| -0.054 | -0.016 |
| -0.148 | -0.116 |
| -0.261 | -0.033 |
| -0.213 | -0.097 |
| 0.037 | -0.092 |
| -0.199 | -0.040 |
| -0.031 | -0.072 |
| -0.058 | -0.101 |
| -0.145 | -0.123 |
| -0.090 | -0.101 |
| -0.068 | -0.009 |
| 0.199 | -0.029 |
| -0.240 | -0.013 |
| -0.297 | -0.017 |
| -0.106 | -0.080 |
| 0.289 | -0.050 |
| -0.144 | -0.119 |
| -0.206 | -0.112 |
| 0.303 | -0.102 |
| -0.164 | -0.058 |
| -0.215 | -0.089 |
| -0.149 | -0.005 |
| 0.241 | 0.041 |
| 0.330 | -0.080 |
| -0.238 | -0.021 |
| -0.259 | 0.099 |
| -0.216 | -0.093 |
| -0.218 | -0.079 |
| 0.217 | -0.196 |
| 0.316 | -0.038 |
| 0.149 | 0.153 |
| -0.053 | -0.052 |
| -0.092 | -0.052 |
| -0.046 | -0.017 |
| 0.127 | 0.127 |
| 0.206 | -0.002 |
| -0.242 | -0.003 |
| -0.193 | 0.012 |
| -0.171 | -0.061 |
| -0.112 | -0.064 |
| 0.069 | -0.171 |
| -0.207 | -0.116 |
| -0.140 | -0.080 |
| -0.174 | 0.055 |
| -0.081 | -0.140 |
| -0.179 | 0.187 |
| -0.293 | -0.030 |
| -0.231 | -0.036 |
| 0.137 | -0.120 |
| -0.297 | -0.017 |
| -0.257 | 0.025 |
| -0.347 | -0.052 |
| 0.032 | 0.237 |
| 0.021 | 0.167 |
| -0.159 | -0.041 |
| -0.221 | -0.076 |
| -0.347 | -0.052 |
| -0.215 | 0.060 |
| 0.086 | -0.057 |
| -0.276 | 0.087 |
| -0.006 | 0.038 |
| -0.056 | 0.126 |
| -0.006 | -0.148 |
| -0.126 | -0.030 |
| -0.174 | -0.058 |
| -0.251 | 0.005 |
| -0.285 | -0.059 |
| -0.091 | 0.101 |
| -0.319 | 0.031 |
| -0.297 | -0.017 |
| 0.078 | 0.134 |
| -0.132 | -0.016 |
| 0.231 | -0.098 |
| -0.121 | -0.006 |
| -0.089 | -0.025 |
| 0.015 | 0.122 |
| -0.148 | 0.125 |
| 0.061 | 0.042 |
| 0.226 | 0.060 |
| -0.143 | 0.145 |
| 0.005 | -0.032 |
| -0.033 | 0.149 |
| 0.289 | -0.050 |
| -0.173 | 0.115 |
| -0.093 | -0.085 |
| 0.319 | 0.023 |
| -0.031 | 0.169 |
| -0.035 | -0.088 |
| -0.146 | 0.138 |
| -0.155 | 0.088 |
| -0.089 | 0.074 |
| -0.042 | -0.003 |
| 0.117 | 0.125 |
| -0.068 | 0.237 |
| 0.004 | 0.133 |
| 0.257 | 0.015 |
| 0.071 | -0.069 |
| -0.072 | -0.036 |
| -0.161 | -0.038 |
| -0.167 | -0.058 |
| -0.001 | -0.164 |
| -0.038 | -0.008 |
| 0.007 | -0.053 |
| 0.192 | -0.038 |
| -0.104 | -0.061 |
| 0.079 | -0.086 |
| 0.087 | -0.077 |
| 0.047 | -0.129 |
| 0.084 | 0.061 |
| -0.114 | 0.051 |
| -0.230 | 0.028 |
| -0.280 | -0.076 |
| -0.219 | 0.002 |
| -0.237 | -0.037 |
| -0.177 | -0.047 |
| 0.005 | -0.030 |
| -0.165 | 0.013 |
| -0.069 | 0.002 |
| -0.177 | -0.047 |
| -0.100 | 0.030 |
| -0.055 | 0.089 |
| 0.149 | -0.050 |
| -0.216 | 0.155 |
| -0.194 | -0.116 |
| 0.356 | -0.071 |
| 0.265 | 0.021 |
| -0.218 | 0.070 |
| 0.259 | -0.160 |
| 0.101 | -0.067 |
| -0.276 | 0.087 |
| 0.055 | 0.027 |
| -0.157 | -0.005 |
| 0.109 | -0.109 |
| -0.030 | 0.132 |
| -0.045 | 0.092 |
| 0.035 | 0.183 |
| -0.140 | -0.137 |
| -0.280 | -0.076 |
| 0.113 | 0.033 |
| 0.207 | 0.146 |
| 0.030 | 0.070 |
| 0.299 | 0.107 |
| -0.067 | 0.100 |
| 0.274 | -0.022 |
| 0.301 | 0.041 |
| -0.006 | -0.035 |
| 0.130 | 0.099 |
| 0.069 | -0.053 |
| -0.080 | -0.022 |
| -0.110 | 0.030 |
| 0.128 | 0.012 |
| -0.033 | -0.089 |
| 0.117 | 0.093 |
| 0.093 | -0.045 |
| -0.165 | 0.115 |
| 0.033 | 0.053 |
| 0.125 | -0.002 |
| -0.177 | -0.047 |
| 0.451 | 0.009 |
| 0.059 | 0.121 |
| 0.287 | 0.062 |
| -0.082 | 0.032 |
| -0.168 | 0.098 |
| -0.019 | 0.164 |
| -0.195 | 0.019 |
| 0.078 | -0.090 |
| -0.129 | 0.058 |
| 0.264 | -0.033 |
| 0.079 | 0.105 |
| 0.083 | -0.006 |
| -0.147 | -0.079 |
| 0.346 | 0.014 |
| 0.151 | -0.039 |
| 0.229 | -0.118 |
| 0.223 | 0.186 |
| 0.029 | -0.105 |
| 0.030 | -0.042 |
| -0.075 | 0.016 |
| 0.013 | 0.004 |
| 0.231 | 0.116 |
| -0.231 | -0.041 |
| -0.347 | -0.052 |
| 0.324 | 0.003 |
| 0.074 | 0.048 |
| 0.487 | 0.041 |
| -0.050 | 0.111 |
| -0.347 | -0.052 |
| 0.511 | 0.070 |
| -0.171 | -0.061 |
| 0.100 | 0.004 |
| -0.031 | 0.094 |
| -0.280 | -0.076 |
| 0.054 | 0.083 |
| -0.116 | -0.020 |
| -0.119 | 0.065 |
| -0.196 | -0.080 |
| -0.215 | 0.060 |
| -0.299 | 0.074 |
| -0.304 | 0.004 |
| -0.238 | -0.021 |
| -0.347 | -0.052 |
| -0.231 | -0.036 |
| 0.094 | 0.079 |
| -0.242 | -0.003 |
| 0.180 | 0.007 |
| -0.208 | -0.076 |
| -0.169 | -0.048 |
| -0.199 | -0.040 |
| -0.166 | 0.095 |
| 0.187 | 0.060 |
| -0.234 | 0.122 |
| -0.083 | -0.104 |
| 0.018 | 0.019 |
| -0.096 | 0.152 |
| -0.184 | 0.032 |
| -0.104 | 0.153 |
| -0.158 | -0.045 |
| 0.229 | 0.017 |
| -0.159 | -0.065 |
| -0.031 | -0.105 |
| -0.216 | -0.093 |
| -0.171 | -0.061 |
| -0.160 | 0.098 |
| -0.216 | -0.093 |
| 0.071 | -0.063 |
| -0.205 | -0.083 |
| -0.151 | 0.067 |
| -0.222 | 0.131 |
| -0.148 | 0.040 |
| -0.206 | 0.002 |
| 0.242 | 0.125 |
| -0.169 | -0.048 |
| 0.221 | -0.073 |
| -0.128 | 0.099 |
| -0.017 | 0.018 |
| -0.155 | 0.118 |
| 0.156 | -0.084 |
| 0.380 | -0.129 |
| -0.030 | -0.017 |
| 0.257 | 0.023 |
| -0.259 | 0.099 |
| 0.269 | 0.072 |
| 0.331 | -0.165 |
| -0.285 | -0.059 |
| -0.057 | -0.019 |
| 0.243 | -0.102 |
| 0.189 | -0.153 |
| -0.158 | 0.070 |
| 0.174 | -0.056 |
| 0.115 | -0.136 |
| -0.219 | -0.083 |
| 0.433 | -0.013 |
| 0.351 | 0.008 |
| 0.237 | 0.057 |
| 0.151 | -0.172 |
| -0.003 | 0.012 |
| -0.016 | -0.056 |
| 0.083 | 0.102 |
| -0.056 | -0.023 |
| 0.229 | 0.045 |
| 0.338 | -0.019 |
| 0.067 | 0.049 |
| -0.146 | 0.002 |
| 0.303 | -0.102 |
| -0.005 | 0.019 |
| 0.412 | -0.101 |
| -0.109 | -0.062 |
| -0.304 | 0.004 |
| 0.379 | 0.013 |
| -0.063 | -0.123 |
| 0.200 | -0.090 |
| 0.350 | 0.024 |
| 0.061 | -0.151 |
| -0.103 | -0.087 |
| -0.106 | -0.072 |
| 0.258 | -0.015 |
| 0.010 | -0.134 |
| -0.171 | -0.007 |
| 0.137 | -0.120 |
| -0.168 | -0.017 |
| -0.348 | 0.023 |
| 0.166 | -0.081 |
| 0.413 | -0.036 |
| 0.129 | 0.089 |
| -0.075 | -0.153 |
| 0.293 | -0.105 |
| -0.210 | 0.063 |
| 0.004 | 0.027 |
| 0.274 | -0.022 |
| -0.195 | -0.023 |
| 0.200 | -0.107 |
| 0.011 | 0.003 |
| -0.238 | -0.041 |
| -0.017 | -0.105 |
| -0.062 | -0.137 |
| 0.115 | 0.027 |
| 0.197 | 0.015 |
| 0.127 | -0.097 |
| -0.177 | -0.020 |
| 0.204 | -0.052 |
| 0.041 | 0.046 |
| -0.159 | -0.041 |
| 0.098 | 0.145 |
| -0.238 | -0.041 |
| -0.011 | 0.003 |
| -0.090 | -0.065 |
| -0.048 | 0.023 |
| 0.286 | -0.065 |
| -0.215 | 0.165 |
| -0.280 | -0.076 |
| 0.338 | -0.165 |
| 0.470 | 0.052 |
| 0.116 | 0.035 |
| -0.033 | -0.098 |
| -0.125 | -0.022 |
| -0.037 | -0.085 |
| 0.310 | -0.122 |
| 0.171 | -0.078 |
| -0.157 | -0.005 |
| -0.177 | -0.047 |
| -0.231 | -0.041 |
| -0.010 | 0.029 |
| 0.232 | 0.081 |
| 0.009 | -0.020 |
| 0.174 | -0.133 |
| 0.317 | -0.092 |
| -0.213 | -0.097 |
| -0.070 | -0.108 |
| 0.423 | -0.074 |
| 0.193 | -0.137 |
| 0.152 | 0.096 |
| 0.148 | 0.089 |
| 0.269 | 0.001 |
| 0.019 | 0.047 |
| -0.073 | 0.059 |
| 0.150 | 0.098 |
| 0.029 | -0.105 |
| -0.006 | -0.148 |
| -0.280 | -0.076 |
| -0.219 | -0.083 |
| 0.230 | -0.098 |
| -0.057 | 0.011 |
| -0.096 | -0.052 |
| 0.239 | -0.098 |
| -0.242 | -0.003 |
| 0.082 | -0.056 |
| -0.014 | -0.160 |
| 0.044 | -0.112 |
| 0.150 | -0.074 |
| -0.021 | -0.103 |
| 0.066 | 0.038 |
| 0.300 | 0.020 |
| -0.106 | 0.091 |
| 0.029 | 0.088 |
| -0.112 | -0.020 |
| -0.282 | 0.063 |
| -0.304 | 0.004 |
| -0.014 | 0.172 |
| 0.379 | 0.003 |
| 0.198 | 0.104 |
| -0.280 | -0.076 |
| -0.095 | -0.084 |
| -0.273 | 0.013 |
| 0.030 | 0.070 |
| 0.487 | 0.041 |
| 0.243 | 0.073 |
| -0.079 | -0.108 |
| 0.193 | 0.139 |
| -0.173 | -0.034 |
| 0.381 | -0.109 |
| -0.168 | 0.017 |
| -0.094 | 0.025 |
| 0.116 | -0.116 |
| 0.050 | 0.041 |
| -0.143 | -0.104 |
| -0.005 | 0.019 |
| -0.238 | -0.041 |
| -0.145 | -0.038 |
| -0.002 | -0.053 |
| 0.118 | 0.151 |
| 0.028 | -0.125 |
| -0.147 | -0.087 |
| -0.280 | -0.076 |
| 0.514 | -0.021 |
| -0.171 | -0.027 |
| -0.243 | -0.023 |
| -0.280 | -0.076 |
| 0.277 | 0.035 |
| 0.010 | -0.030 |
| 0.207 | -0.023 |
| 0.158 | 0.052 |
| -0.198 | 0.154 |
| 0.338 | -0.019 |
| 0.097 | 0.089 |
| -0.155 | 0.019 |
| 0.182 | 0.094 |
| 0.214 | 0.039 |
| -0.215 | 0.060 |
| 0.034 | -0.045 |
| -0.327 | -0.009 |
| -0.202 | -0.096 |
| 0.408 | 0.005 |
| -0.100 | 0.166 |
| -0.136 | 0.099 |
| 0.085 | -0.060 |
| 0.273 | -0.043 |
| 0.265 | 0.021 |
| -0.238 | -0.021 |
| 0.164 | -0.037 |
| -0.032 | -0.078 |
| 0.099 | 0.151 |
| 0.371 | 0.119 |
| -0.304 | 0.004 |
| -0.109 | -0.068 |
| -0.174 | -0.058 |
| 0.197 | 0.032 |
| 0.357 | 0.034 |
| 0.207 | 0.065 |
| -0.122 | -0.006 |
| -0.060 | 0.097 |
| -0.236 | 0.197 |
| 0.087 | -0.077 |
| -0.057 | 0.061 |
| -0.285 | -0.059 |
| 0.271 | -0.174 |
| -0.227 | 0.102 |
| 0.314 | -0.119 |
| 0.268 | -0.158 |
| -0.004 | 0.177 |
| 0.005 | -0.050 |
| 0.030 | -0.085 |
| -0.064 | 0.086 |
| 0.024 | -0.024 |
| 0.357 | 0.004 |
| -0.004 | -0.158 |
| -0.084 | 0.068 |
| -0.054 | -0.017 |
| 0.276 | 0.005 |
| -0.077 | -0.094 |
| 0.309 | 0.057 |
| -0.112 | 0.067 |
| -0.166 | 0.095 |
| 0.100 | -0.041 |
| 0.078 | 0.007 |
| -0.098 | 0.091 |
| -0.191 | 0.085 |
| -0.068 | 0.237 |
| -0.143 | 0.110 |
| -0.083 | 0.084 |
| 0.099 | 0.086 |
| -0.139 | 0.137 |
| -0.022 | 0.168 |
| 0.237 | 0.057 |
| -0.219 | -0.083 |
| 0.169 | 0.165 |
| 0.253 | 0.086 |
| 0.138 | 0.028 |
| 0.170 | 0.010 |
| 0.043 | 0.043 |
| -0.100 | 0.166 |
| -0.039 | 0.000 |
| -0.029 | 0.074 |
| 0.106 | -0.025 |
| -0.148 | 0.056 |
| 0.237 | -0.062 |
| 0.331 | -0.144 |
| 0.477 | 0.079 |
| 0.272 | -0.063 |
| -0.189 | -0.006 |
| 0.031 | 0.076 |
| 0.229 | 0.017 |
| -0.159 | 0.114 |
| -0.177 | -0.047 |
| -0.257 | -0.016 |
| -0.277 | 0.067 |
| 0.434 | 0.038 |
| -0.245 | 0.052 |
| 0.282 | 0.014 |
| 0.110 | 0.129 |
| -0.149 | 0.036 |
| 0.083 | -0.026 |
| -0.142 | 0.042 |
| 0.208 | -0.196 |
| -0.136 | 0.023 |
| -0.224 | -0.057 |
| -0.299 | 0.058 |
| -0.218 | -0.041 |
| 0.084 | 0.066 |
| -0.256 | 0.114 |
| -0.095 | -0.088 |
| -0.103 | 0.010 |
| -0.066 | -0.091 |
| -0.347 | -0.052 |
| 0.285 | 0.058 |
| 0.016 | -0.013 |
| 0.044 | -0.050 |
| -0.347 | -0.052 |
| 0.161 | -0.003 |
| 0.329 | -0.022 |
| -0.043 | -0.050 |
| -0.261 | -0.033 |
| 0.253 | -0.106 |
| 0.116 | -0.038 |
| -0.167 | 0.190 |
| 0.068 | -0.026 |
| 0.392 | -0.018 |
| 0.195 | 0.022 |
| -0.104 | -0.032 |
| -0.081 | 0.077 |
| 0.072 | -0.029 |
| -0.189 | 0.092 |
| -0.191 | 0.000 |
| -0.177 | -0.047 |
| 0.136 | -0.080 |
| -0.009 | 0.035 |
| 0.310 | -0.122 |
| 0.187 | 0.022 |
| 0.167 | 0.103 |
| -0.165 | 0.200 |
| 0.192 | -0.038 |
| -0.020 | 0.158 |
| -0.008 | 0.125 |
| -0.243 | -0.023 |
| -0.225 | -0.021 |
| -0.305 | -0.016 |
| -0.347 | -0.052 |
| 0.024 | -0.070 |
| 0.379 | 0.003 |
| -0.132 | -0.002 |
| 0.039 | -0.102 |
| -0.143 | -0.104 |
| -0.101 | -0.055 |
| 0.021 | -0.037 |
| -0.347 | -0.052 |
| -0.189 | -0.006 |
| -0.079 | 0.114 |
| 0.372 | -0.024 |
| 0.356 | 0.074 |
| -0.159 | 0.003 |
| 0.029 | -0.105 |
| -0.106 | 0.091 |
| -0.269 | 0.067 |
| 0.060 | 0.018 |
| 0.079 | -0.057 |
| -0.347 | -0.052 |
| 0.215 | 0.155 |
| -0.136 | 0.147 |
| -0.019 | 0.037 |
| -0.078 | 0.005 |
| 0.159 | 0.179 |
| 0.338 | -0.039 |
| -0.193 | 0.032 |
| 0.335 | 0.049 |
| -0.072 | 0.029 |
| 0.462 | -0.025 |
| -0.034 | 0.159 |
| -0.077 | 0.032 |
| -0.097 | -0.082 |
| 0.310 | 0.122 |
| -0.099 | 0.087 |
| -0.221 | 0.056 |
| -0.142 | 0.042 |
| -0.112 | 0.004 |
| 0.010 | -0.013 |
| 0.027 | 0.007 |
| -0.234 | 0.122 |
| -0.055 | 0.004 |
| -0.198 | 0.062 |
| 0.150 | -0.094 |
| 0.128 | -0.042 |
| -0.001 | 0.011 |
| 0.292 | -0.020 |
| -0.066 | -0.013 |
| 0.037 | -0.106 |
| -0.255 | 0.019 |
| -0.347 | -0.052 |
| -0.213 | -0.097 |
| 0.193 | 0.032 |
| -0.060 | -0.161 |
| -0.199 | -0.040 |
| -0.242 | -0.003 |
| -0.177 | -0.047 |
| -0.133 | -0.009 |
| -0.168 | -0.044 |
| -0.116 | 0.010 |
| 0.159 | -0.094 |
| -0.238 | -0.041 |
| 0.129 | 0.043 |
| -0.297 | -0.017 |
| -0.305 | -0.016 |
| -0.277 | 0.067 |
| -0.134 | 0.008 |
| 0.204 | -0.016 |
| -0.280 | -0.076 |
| -0.304 | 0.004 |
| -0.285 | -0.059 |
| -0.276 | 0.087 |
| -0.184 | -0.044 |
| -0.306 | 0.079 |
| 0.171 | -0.038 |
| -0.304 | 0.004 |
| -0.304 | 0.004 |
| -0.242 | -0.003 |
| -0.277 | -0.059 |
| -0.319 | 0.031 |
| -0.347 | -0.052 |
| 0.130 | 0.035 |
| -0.283 | -0.069 |
| -0.072 | 0.094 |
| -0.183 | 0.085 |
| -0.035 | 0.054 |
| -0.161 | 0.078 |
| -0.056 | 0.126 |
| -0.293 | -0.030 |
| -0.188 | 0.103 |
| -0.319 | 0.031 |
| -0.216 | -0.093 |
| -0.304 | 0.004 |
| -0.187 | 0.018 |
| -0.276 | 0.087 |
| -0.170 | -0.020 |
| 0.204 | -0.141 |
| -0.284 | 0.006 |
| -0.299 | 0.058 |
| 0.229 | 0.031 |
| -0.215 | 0.165 |
| -0.295 | 0.045 |
| -0.060 | 0.109 |
| -0.299 | 0.074 |
| -0.090 | -0.060 |
| -0.113 | 0.028 |
| -0.211 | 0.002 |
| -0.163 | -0.027 |
| 0.070 | 0.102 |
| -0.285 | -0.059 |
| -0.280 | -0.076 |
| -0.140 | 0.005 |
| -0.042 | 0.074 |
| 0.039 | 0.039 |
| 0.282 | 0.108 |
| -0.210 | -0.083 |
| -0.347 | -0.052 |
| -0.036 | -0.018 |
| 0.040 | 0.089 |
| -0.208 | 0.060 |
| 0.002 | -0.013 |
| 0.434 | 0.038 |
| -0.103 | 0.173 |
| -0.166 | 0.095 |
| -0.210 | 0.063 |
| -0.215 | 0.060 |
| 0.209 | 0.008 |
| -0.305 | -0.016 |
| -0.101 | 0.183 |
| -0.093 | 0.077 |
| 0.170 | 0.048 |
| -0.019 | 0.114 |
| -0.162 | -0.007 |
| -0.102 | -0.064 |
| 0.140 | -0.090 |
| 0.338 | -0.039 |
| -0.229 | 0.177 |
| 0.057 | 0.008 |
| 0.397 | -0.028 |
| 0.289 | -0.054 |
| -0.234 | 0.122 |
| 0.258 | -0.015 |
| -0.092 | 0.067 |
| -0.257 | 0.110 |
| -0.053 | -0.049 |
| -0.050 | 0.034 |
| -0.090 | 0.091 |
| -0.243 | -0.023 |
| 0.067 | -0.059 |
| 0.217 | -0.050 |
| -0.031 | 0.064 |
| -0.177 | 0.047 |
| -0.037 | -0.052 |
| -0.348 | 0.023 |
| -0.168 | -0.048 |
| -0.050 | -0.060 |
| -0.209 | -0.080 |
| 0.123 | -0.005 |
| 0.541 | 0.062 |
| -0.011 | 0.106 |
| -0.077 | 0.082 |
| 0.301 | 0.041 |
| 0.257 | 0.080 |
| 0.069 | -0.021 |
| -0.196 | 0.103 |
| -0.319 | 0.031 |
| 0.435 | -0.088 |
| -0.014 | -0.160 |
| -0.165 | 0.030 |
| -0.176 | 0.102 |
| -0.127 | 0.171 |
| -0.235 | 0.082 |
| -0.177 | 0.054 |
| -0.347 | -0.052 |
| -0.065 | -0.011 |
| 0.027 | 0.008 |
| 0.226 | 0.060 |
| 0.365 | 0.095 |
| -0.267 | 0.035 |
| 0.130 | 0.013 |
| 0.233 | 0.045 |
| 0.220 | 0.045 |
| -0.122 | 0.008 |
| -0.238 | -0.041 |
| 0.171 | -0.098 |
| -0.066 | -0.091 |
| 0.408 | -0.046 |
| 0.091 | -0.073 |
| 0.232 | 0.070 |
| -0.193 | 0.012 |
| 0.113 | 0.097 |
| 0.116 | 0.141 |
| 0.211 | -0.029 |
| -0.011 | -0.021 |
| -0.099 | 0.071 |
| -0.211 | 0.043 |
| -0.054 | 0.021 |
| -0.033 | 0.047 |
| -0.128 | -0.073 |
| 0.354 | 0.042 |
| -0.134 | 0.121 |
| 0.128 | 0.029 |
| -0.173 | 0.094 |
| -0.141 | 0.035 |
| -0.216 | -0.093 |
| -0.347 | -0.052 |
| -0.061 | 0.080 |
| -0.206 | 0.029 |
| -0.134 | 0.008 |
| 0.160 | 0.048 |
| -0.128 | 0.083 |
| -0.347 | -0.052 |
| 0.143 | 0.081 |
| -0.148 | 0.125 |
| -0.078 | 0.006 |
| -0.170 | -0.084 |
| -0.060 | -0.049 |
| -0.007 | -0.145 |
| 0.086 | -0.057 |
| -0.068 | -0.009 |
| 0.427 | 0.129 |
| 0.089 | -0.067 |
| -0.079 | 0.063 |
| 0.217 | -0.046 |
| 0.165 | -0.045 |
| -0.231 | -0.041 |
| 0.265 | -0.014 |
| -0.218 | -0.079 |
| -0.169 | 0.037 |
| -0.219 | -0.004 |
| 0.284 | 0.059 |
| -0.187 | 0.062 |
| -0.019 | 0.007 |
| 0.009 | 0.109 |
| 0.035 | -0.048 |
| -0.189 | -0.006 |
| -0.227 | 0.102 |
| -0.098 | -0.101 |
| 0.162 | 0.029 |
| -0.244 | -0.044 |
| -0.297 | -0.017 |
| -0.235 | -0.024 |
| -0.136 | 0.056 |
| -0.278 | 0.162 |
| 0.085 | -0.013 |
| 0.033 | 0.053 |
| 0.271 | -0.080 |
| 0.193 | -0.137 |
| 0.100 | 0.028 |
| -0.031 | -0.092 |
| -0.053 | -0.052 |
| 0.150 | -0.074 |
| 0.266 | -0.083 |
| 0.069 | -0.025 |
| -0.024 | -0.112 |
| 0.069 | -0.053 |
| 0.184 | 0.006 |
| 0.421 | 0.001 |
| 0.002 | -0.056 |
| 0.406 | 0.069 |
| -0.108 | -0.048 |
| 0.113 | -0.113 |
| 0.401 | 0.147 |
| 0.047 | 0.009 |
| 0.469 | 0.144 |
| -0.032 | 0.063 |
| 0.034 | -0.059 |
| 0.348 | 0.021 |
| -0.184 | 0.015 |
| 0.090 | -0.038 |
| 0.039 | -0.136 |
| -0.198 | 0.062 |
| 0.403 | 0.073 |
| -0.039 | -0.104 |
| 0.321 | -0.001 |
| 0.163 | -0.078 |
| 0.084 | 0.066 |
| 0.289 | -0.054 |
| -0.165 | 0.115 |
| 0.163 | -0.078 |
| 0.212 | -0.050 |
| -0.073 | -0.053 |
| -0.186 | -0.069 |
| 0.379 | 0.030 |
| -0.197 | 0.090 |
| -0.280 | -0.076 |
| -0.182 | -0.051 |
| -0.106 | -0.054 |
| -0.163 | 0.157 |
| -0.010 | 0.044 |
| 0.137 | -0.087 |
| -0.177 | -0.047 |
| -0.014 | -0.119 |
| 0.246 | 0.137 |
| -0.163 | -0.048 |
| 0.034 | -0.050 |
| 0.214 | 0.045 |
| -0.075 | -0.153 |
| -0.016 | 0.127 |
| -0.180 | 0.144 |
| -0.215 | -0.089 |
| 0.070 | -0.013 |
| -0.216 | 0.039 |
| 0.187 | 0.060 |
| 0.140 | -0.025 |
| -0.305 | -0.016 |
| 0.239 | -0.085 |
| -0.207 | -0.116 |
| 0.200 | 0.167 |
| 0.185 | 0.104 |
| -0.006 | -0.011 |
| -0.210 | 0.063 |
| -0.007 | 0.100 |
| -0.276 | 0.087 |
| -0.128 | 0.099 |
| 0.259 | 0.120 |
| -0.231 | -0.036 |
| -0.217 | 0.135 |
| -0.280 | -0.076 |
| -0.027 | 0.038 |
| -0.068 | 0.127 |
| -0.015 | -0.124 |
| -0.269 | 0.067 |
| 0.270 | 0.028 |
| -0.182 | -0.051 |
| -0.018 | 0.097 |
| 0.314 | -0.022 |
| -0.157 | -0.005 |
| -0.098 | -0.067 |
| -0.280 | -0.076 |
| -0.276 | 0.087 |
| 0.272 | -0.063 |
| -0.089 | -0.045 |
| -0.159 | -0.075 |
| -0.087 | 0.011 |
| -0.156 | -0.048 |
| 0.157 | -0.017 |
| 0.062 | -0.006 |
| 0.142 | 0.020 |
| 0.034 | -0.050 |
| 0.190 | -0.114 |
| -0.348 | 0.023 |
| -0.043 | -0.053 |
| 0.014 | -0.060 |
| -0.305 | -0.016 |
| 0.060 | 0.089 |
| -0.107 | 0.010 |
| 0.106 | 0.013 |
| -0.223 | 0.020 |
| -0.188 | 0.015 |
| 0.002 | 0.106 |
| -0.212 | 0.117 |
| -0.141 | 0.121 |
| -0.347 | -0.052 |
| -0.097 | 0.061 |
| -0.005 | -0.015 |
| -0.091 | -0.004 |
| 0.188 | -0.065 |
| -0.033 | -0.098 |
| -0.231 | -0.041 |
| -0.174 | 0.055 |
| -0.209 | -0.080 |
| -0.058 | -0.042 |
| 0.203 | 0.087 |
| 0.195 | -0.118 |
| -0.067 | 0.030 |
| 0.329 | -0.022 |
| 0.231 | -0.066 |
| 0.020 | -0.067 |
| -0.210 | -0.083 |
| -0.151 | -0.103 |
| 0.243 | -0.082 |
| 0.044 | -0.008 |
| -0.095 | -0.092 |
| -0.045 | -0.101 |
| -0.227 | 0.102 |
| 0.208 | -0.155 |
| 0.176 | -0.137 |
| 0.098 | -0.005 |
| -0.176 | -0.044 |
| -0.212 | -0.099 |
| 0.009 | -0.077 |
| -0.127 | 0.056 |
| 0.143 | 0.133 |
| -0.176 | -0.027 |
| 0.082 | 0.054 |
| 0.114 | 0.049 |
| -0.212 | 0.138 |
| 0.045 | 0.020 |
| -0.147 | 0.060 |
| 0.275 | 0.072 |
| 0.175 | 0.115 |
| 0.175 | 0.179 |
| 0.048 | 0.137 |
| 0.293 | 0.014 |
| 0.236 | 0.122 |
| 0.357 | 0.099 |
| 0.083 | 0.101 |
| -0.112 | -0.064 |
| -0.082 | -0.007 |
| -0.347 | -0.052 |
| -0.174 | 0.015 |
| -0.207 | -0.116 |
| -0.049 | 0.208 |
| 0.105 | 0.049 |
| 0.051 | 0.015 |
| -0.213 | -0.097 |
| -0.138 | 0.059 |
| -0.036 | 0.149 |
| 0.066 | 0.126 |
| -0.160 | 0.098 |
| 0.460 | -0.042 |
| 0.102 | 0.088 |
| -0.167 | -0.031 |
| 0.040 | 0.115 |
| -0.168 | 0.030 |
| 0.338 | -0.039 |
| -0.057 | 0.095 |
| -0.009 | 0.069 |
| -0.040 | 0.083 |
| 0.108 | -0.087 |
| 0.078 | 0.007 |
| 0.349 | -0.087 |
| -0.124 | -0.002 |
| 0.300 | 0.020 |
| 0.236 | 0.037 |
| 0.059 | -0.027 |
| -0.059 | -0.056 |
| -0.253 | 0.007 |
| -0.100 | -0.057 |
| 0.313 | 0.037 |
| 0.012 | 0.075 |
| -0.228 | 0.197 |
| -0.190 | 0.004 |
| -0.181 | -0.047 |
| 0.075 | 0.089 |
| 0.176 | 0.126 |
| -0.031 | 0.094 |
| 0.075 | 0.095 |
| -0.184 | 0.110 |
| -0.154 | -0.015 |
| -0.218 | -0.079 |
| 0.135 | 0.018 |
| -0.219 | -0.083 |
| 0.112 | 0.019 |
| -0.008 | -0.025 |
| 0.239 | 0.047 |
| -0.031 | -0.092 |
| -0.238 | -0.041 |
| -0.029 | 0.064 |
| 0.125 | -0.018 |
| -0.093 | -0.066 |
| 0.179 | 0.003 |
| 0.278 | -0.057 |
| -0.049 | 0.029 |
| 0.139 | -0.052 |
| 0.385 | -0.123 |
| -0.024 | -0.069 |
| 0.385 | -0.143 |
| -0.134 | 0.038 |
| 0.300 | 0.020 |
| -0.095 | -0.088 |
| -0.280 | -0.076 |
| 0.012 | -0.037 |
| 0.101 | -0.089 |
| 0.250 | -0.015 |
| -0.243 | -0.023 |
| -0.305 | -0.016 |
| -0.026 | -0.105 |
| -0.280 | -0.076 |
| -0.160 | 0.098 |
| -0.285 | 0.027 |
| 0.289 | -0.200 |
| -0.057 | 0.074 |
| -0.176 | -0.044 |
| 0.145 | 0.054 |
| -0.013 | 0.009 |
| 0.293 | -0.105 |
| 0.117 | -0.116 |
| -0.107 | 0.030 |
| -0.176 | -0.027 |
| 0.451 | 0.009 |
| 0.024 | 0.090 |
| 0.086 | 0.018 |
| 0.064 | -0.155 |
| 0.248 | 0.060 |
| 0.301 | -0.085 |
| -0.203 | 0.047 |
| 0.112 | -0.143 |
| 0.361 | 0.011 |
| 0.106 | -0.034 |
| 0.047 | 0.027 |
| -0.037 | -0.052 |
| 0.088 | -0.152 |
| -0.050 | -0.089 |
| 0.257 | 0.021 |
| 0.074 | 0.037 |
| 0.147 | 0.085 |
| 0.044 | -0.132 |
| 0.301 | -0.064 |
| -0.171 | -0.007 |
| 0.151 | -0.094 |
| -0.099 | -0.045 |
| -0.076 | 0.052 |
| 0.251 | -0.099 |
| -0.164 | 0.027 |
| 0.071 | -0.029 |
| -0.026 | -0.037 |
| 0.180 | -0.153 |
| -0.255 | 0.019 |
| -0.104 | -0.032 |
| 0.152 | -0.118 |
| -0.210 | 0.063 |
| 0.451 | 0.009 |
| 0.004 | 0.056 |
| 0.125 | -0.002 |
| 0.016 | 0.014 |
| 0.011 | -0.049 |
| 0.491 | 0.112 |
| 0.099 | -0.061 |
| -0.238 | -0.021 |
| -0.297 | -0.017 |
| 0.005 | -0.017 |
| -0.117 | -0.019 |
| -0.052 | 0.032 |
| -0.347 | -0.052 |
| -0.122 | 0.008 |
| 0.395 | 0.063 |
| -0.094 | 0.057 |
| -0.149 | 0.036 |
| -0.160 | 0.098 |
| 0.303 | 0.075 |
| 0.278 | -0.077 |
| 0.132 | 0.102 |
| -0.234 | 0.122 |
| -0.031 | -0.092 |
| 0.215 | 0.067 |
| 0.079 | -0.023 |
| -0.250 | 0.109 |
| -0.276 | 0.087 |
| -0.115 | 0.014 |
| -0.238 | -0.041 |
| -0.285 | -0.059 |
| 0.067 | 0.049 |
| 0.145 | -0.153 |
| -0.297 | -0.017 |
| -0.347 | -0.052 |
| -0.117 | -0.019 |
| -0.347 | -0.052 |
| -0.109 | -0.068 |
| 0.116 | -0.072 |
| -0.306 | 0.079 |
| -0.108 | -0.010 |
| -0.171 | -0.007 |
| -0.128 | -0.006 |
| -0.280 | -0.076 |
| 0.243 | 0.073 |
| 0.469 | 0.144 |
| 0.143 | 0.021 |
| -0.058 | -0.111 |
| 0.328 | -0.001 |
| -0.177 | -0.047 |
| -0.056 | 0.001 |
| 0.271 | -0.144 |
| -0.101 | -0.068 |
| -0.055 | -0.017 |
| 0.192 | -0.038 |
| -0.219 | -0.083 |
| -0.136 | 0.056 |
| 0.015 | 0.122 |
| -0.039 | 0.071 |
| 0.043 | 0.022 |
| 0.185 | 0.045 |
| 0.038 | 0.043 |
| 0.052 | 0.086 |
| 0.311 | 0.112 |
| 0.295 | 0.062 |
| -0.057 | -0.019 |
| 0.243 | -0.082 |
| 0.209 | -0.026 |
| 0.020 | 0.054 |
| 0.308 | -0.007 |
| 0.301 | -0.085 |
| -0.157 | -0.005 |
| -0.081 | -0.140 |
| 0.136 | -0.029 |
| 0.149 | -0.077 |
| 0.373 | 0.068 |
| 0.272 | -0.038 |
| 0.137 | -0.120 |
| 0.441 | 0.048 |
| 0.373 | 0.068 |
| -0.219 | -0.083 |
| -0.016 | 0.053 |
| 0.407 | -0.059 |
| 0.354 | 0.042 |
| 0.507 | 0.084 |
| 0.336 | -0.042 |
| 0.107 | -0.054 |
| 0.087 | -0.156 |
| 0.184 | 0.025 |
| -0.101 | 0.111 |
| -0.243 | -0.023 |
| -0.073 | 0.010 |
| -0.280 | -0.076 |
| 0.038 | 0.043 |
| -0.277 | 0.026 |
| -0.109 | 0.099 |
| 0.209 | 0.059 |
| -0.116 | 0.194 |
| 0.057 | -0.056 |
| -0.163 | -0.057 |
| 0.044 | -0.056 |
| 0.340 | -0.070 |
| 0.156 | -0.057 |
| -0.113 | 0.123 |
| 0.199 | 0.082 |
| -0.170 | -0.063 |
| -0.130 | 0.038 |
| 0.306 | 0.005 |
| 0.046 | 0.131 |
| 0.129 | -0.086 |
| -0.014 | -0.160 |
| -0.056 | -0.045 |
| -0.196 | 0.027 |
| 0.246 | 0.098 |
| -0.177 | -0.047 |
| 0.169 | -0.007 |
| -0.065 | -0.032 |
| 0.533 | 0.022 |
| -0.059 | 0.001 |
| -0.128 | -0.006 |
| 0.087 | 0.126 |
| 0.064 | 0.014 |
| -0.004 | 0.014 |
| 0.106 | 0.065 |
| 0.310 | -0.122 |
| 0.389 | -0.035 |
| 0.167 | -0.126 |
| -0.178 | 0.000 |
| -0.242 | -0.003 |
| -0.176 | -0.027 |
| 0.081 | -0.026 |
| -0.219 | -0.083 |
| 0.272 | -0.172 |
| -0.212 | -0.076 |
| 0.099 | -0.125 |
| -0.155 | -0.028 |
| -0.051 | -0.127 |
| -0.108 | -0.010 |
| 0.145 | -0.118 |
| -0.112 | 0.034 |
| -0.209 | -0.080 |
| -0.164 | -0.028 |
| -0.144 | -0.026 |
| -0.055 | -0.124 |
| 0.427 | -0.088 |
| -0.126 | 0.008 |
| -0.231 | -0.041 |
| -0.207 | -0.116 |
| 0.006 | -0.151 |
| -0.218 | -0.079 |
| 0.214 | -0.042 |
| -0.214 | 0.145 |
| -0.068 | 0.111 |
| -0.347 | -0.052 |
| -0.319 | 0.031 |
| -0.080 | -0.035 |
| 0.064 | 0.043 |
| 0.137 | 0.053 |
| -0.111 | 0.215 |
| 0.086 | -0.021 |
| 0.185 | 0.160 |
| 0.042 | 0.036 |
| -0.102 | 0.152 |
| -0.280 | -0.076 |
| 0.115 | 0.038 |
| -0.049 | -0.011 |
| 0.451 | 0.009 |
| -0.123 | 0.045 |
| -0.209 | 0.135 |
| 0.120 | -0.058 |
| 0.145 | -0.118 |
| 0.033 | 0.053 |
| -0.074 | -0.104 |
| -0.032 | 0.055 |
| 0.271 | -0.097 |
| -0.193 | 0.012 |
| 0.059 | 0.002 |
| 0.076 | 0.025 |
| -0.117 | -0.040 |
| 0.266 | 0.009 |
| 0.054 | 0.168 |
| -0.235 | -0.024 |
| 0.044 | -0.089 |
| -0.215 | -0.022 |
| -0.233 | -0.034 |
| -0.112 | -0.064 |
| -0.236 | 0.197 |
| 0.122 | 0.042 |
| 0.160 | -0.028 |
| 0.246 | -0.106 |
| -0.006 | 0.130 |
| 0.410 | 0.100 |
| 0.272 | -0.063 |
| -0.176 | -0.027 |
| -0.013 | 0.026 |
| -0.125 | 0.055 |
| 0.287 | 0.028 |
| -0.092 | 0.159 |
| -0.005 | 0.052 |
| -0.011 | -0.021 |
| 0.008 | 0.109 |
| -0.118 | 0.056 |
| -0.267 | 0.035 |
| 0.064 | 0.014 |
| -0.114 | 0.014 |
| 0.228 | 0.025 |
| -0.187 | 0.018 |
| -0.018 | -0.001 |
| 0.106 | 0.035 |
| 0.195 | 0.022 |
| -0.097 | -0.052 |
| -0.174 | -0.058 |
| -0.347 | -0.052 |
| 0.073 | -0.006 |
| 0.148 | -0.003 |
| -0.095 | -0.088 |
| -0.171 | 0.043 |
| 0.297 | 0.095 |
| -0.128 | -0.084 |
| -0.101 | 0.139 |
| 0.348 | 0.133 |
| -0.215 | 0.060 |
| 0.177 | 0.058 |
| -0.078 | -0.143 |
| 0.071 | 0.062 |
| -0.209 | 0.066 |
| 0.084 | 0.066 |
| 0.353 | 0.169 |
| -0.178 | 0.197 |
| -0.185 | -0.020 |
| -0.125 | -0.087 |
| 0.321 | 0.083 |
| -0.081 | 0.015 |
| 0.075 | 0.123 |
| -0.321 | 0.106 |
| 0.176 | 0.071 |
| -0.347 | -0.052 |
| -0.004 | -0.022 |
| -0.278 | 0.162 |
| -0.259 | 0.099 |
| 0.183 | -0.136 |
| -0.285 | -0.059 |
| 0.163 | 0.038 |
| -0.280 | -0.076 |
| -0.093 | 0.081 |
| -0.009 | -0.076 |
| 0.232 | -0.058 |
| -0.012 | 0.035 |
| -0.138 | 0.222 |
| -0.072 | -0.016 |
| -0.114 | 0.058 |
| -0.081 | 0.015 |
| 0.028 | -0.001 |
| 0.034 | 0.073 |
| -0.023 | -0.052 |
| -0.257 | 0.025 |
| 0.098 | 0.082 |
| 0.116 | 0.121 |
| 0.333 | -0.066 |
| -0.150 | 0.111 |
| -0.022 | 0.182 |
| -0.032 | 0.034 |
| 0.290 | 0.024 |
| -0.096 | 0.133 |
| 0.143 | -0.016 |
| 0.043 | 0.056 |
| -0.202 | 0.086 |
| 0.243 | 0.073 |
| 0.174 | 0.061 |
| -0.203 | 0.047 |
| -0.223 | 0.040 |
| 0.164 | -0.028 |
| -0.285 | -0.059 |
| -0.149 | 0.036 |
| -0.265 | -0.016 |
| -0.149 | -0.005 |
| 0.383 | -0.028 |
| -0.083 | 0.153 |
| -0.188 | -0.010 |
| 0.206 | 0.032 |
| -0.101 | 0.078 |
| -0.057 | 0.218 |
| 0.001 | 0.110 |
| 0.246 | 0.087 |
| -0.086 | -0.115 |
| -0.167 | 0.102 |
| -0.014 | 0.121 |
| -0.160 | 0.044 |
| -0.166 | 0.063 |
| 0.230 | 0.129 |
| -0.109 | -0.068 |
| 0.065 | -0.096 |
| -0.151 | 0.063 |
| -0.304 | 0.004 |
| -0.321 | 0.106 |
| -0.214 | 0.149 |
| -0.051 | 0.113 |
| -0.082 | 0.022 |
| -0.099 | 0.071 |
| -0.242 | -0.003 |
| -0.141 | 0.035 |
| -0.152 | 0.016 |
| -0.093 | -0.027 |
| -0.280 | -0.076 |
| -0.278 | 0.162 |
| -0.146 | 0.050 |
| 0.118 | 0.066 |
| 0.175 | 0.064 |
| 0.046 | 0.067 |
| -0.148 | -0.090 |
| -0.170 | -0.041 |
| -0.055 | -0.046 |
| -0.275 | -0.056 |
| -0.058 | 0.201 |
| 0.064 | -0.012 |
| -0.075 | -0.066 |
| 0.060 | 0.012 |
| 0.321 | -0.045 |
| -0.319 | 0.031 |
| 0.058 | -0.164 |
| -0.077 | 0.032 |
| -0.022 | -0.092 |
| -0.165 | 0.024 |
| -0.168 | 0.098 |
| -0.038 | 0.047 |
| 0.354 | 0.042 |
| 0.338 | -0.039 |
| -0.009 | 0.031 |
| -0.214 | 0.149 |
| -0.099 | 0.101 |
| -0.347 | -0.052 |
| 0.127 | 0.043 |
| 0.105 | 0.046 |
| 0.247 | 0.059 |
| -0.044 | -0.065 |
| 0.428 | 0.108 |
| -0.170 | -0.084 |
| -0.065 | 0.019 |
| 0.077 | -0.034 |
| -0.166 | 0.063 |
| 0.180 | -0.048 |
| -0.327 | -0.009 |
| 0.284 | 0.155 |
| 0.065 | 0.007 |
| -0.015 | -0.124 |
| -0.189 | -0.006 |
| 0.113 | 0.075 |
| 0.401 | -0.026 |
| -0.264 | 0.114 |
| -0.001 | 0.167 |
| -0.208 | 0.060 |
| -0.031 | 0.023 |
| -0.177 | -0.031 |
| -0.219 | -0.083 |
| -0.079 | 0.127 |
| 0.409 | -0.026 |
| 0.064 | 0.018 |
| -0.025 | 0.155 |
| 0.008 | 0.001 |
| -0.347 | -0.052 |
| -0.107 | 0.030 |
| 0.144 | 0.157 |
| 0.033 | 0.240 |
| -0.036 | -0.108 |
| -0.280 | -0.076 |
| -0.213 | -0.097 |
| -0.137 | 0.062 |
| 0.131 | 0.036 |
| 0.268 | -0.158 |
| 0.226 | 0.007 |
| -0.233 | -0.020 |
| 0.215 | 0.139 |
| 0.038 | 0.050 |
| 0.073 | -0.172 |
| -0.235 | -0.024 |
| 0.094 | 0.193 |
| -0.148 | 0.056 |
| 0.009 | 0.034 |
| -0.102 | 0.046 |
| -0.098 | 0.040 |
| -0.018 | 0.108 |
| -0.205 | 0.117 |
| 0.289 | 0.145 |
| 0.049 | 0.059 |
| -0.144 | -0.081 |
| 0.196 | -0.154 |
| 0.342 | -0.053 |
| 0.380 | 0.016 |
| -0.147 | -0.087 |
| 0.080 | 0.007 |
| 0.116 | 0.137 |
| 0.420 | 0.061 |
| 0.257 | 0.164 |
| 0.211 | 0.177 |
| 0.387 | 0.130 |
| 0.505 | 0.031 |
| -0.071 | -0.137 |
| 0.119 | -0.140 |
| 0.066 | 0.070 |
| 0.103 | -0.071 |
| 0.142 | -0.013 |
| -0.151 | 0.043 |
| -0.013 | -0.046 |
| 0.043 | -0.076 |
| -0.285 | -0.059 |
| 0.037 | 0.050 |
| 0.059 | -0.133 |
| -0.347 | -0.052 |
| 0.083 | -0.073 |
| -0.304 | 0.004 |
| 0.103 | 0.046 |
| 0.176 | 0.006 |
| -0.347 | -0.052 |
| 0.234 | 0.091 |
| -0.002 | -0.092 |
| -0.257 | 0.025 |
| 0.331 | -0.019 |
| 0.423 | -0.074 |
| 0.029 | 0.029 |
| -0.169 | -0.048 |
| -0.347 | -0.052 |
| -0.179 | -0.040 |
| 0.178 | 0.040 |
| 0.200 | -0.059 |
| -0.198 | 0.062 |
| 0.131 | 0.225 |
| 0.423 | -0.074 |
| 0.119 | 0.022 |
| 0.030 | -0.026 |
| 0.276 | -0.019 |
| 0.371 | 0.138 |
| 0.008 | 0.109 |
| 0.142 | -0.066 |
| -0.283 | -0.069 |
| 0.083 | -0.060 |
| -0.089 | 0.074 |
| -0.067 | -0.033 |
| 0.064 | -0.089 |
| 0.082 | -0.044 |
| -0.168 | 0.057 |
| 0.105 | -0.055 |
| -0.086 | 0.134 |
| 0.017 | 0.191 |
| -0.014 | -0.160 |
| 0.245 | -0.018 |
| 0.083 | 0.102 |
| -0.129 | 0.062 |
| 0.057 | -0.096 |
| -0.060 | -0.014 |
| 0.358 | -0.081 |
| -0.048 | -0.098 |
| -0.196 | 0.015 |
| -0.186 | 0.020 |
| 0.325 | -0.044 |
| -0.134 | 0.008 |
| 0.223 | -0.078 |
| -0.051 | -0.039 |
| 0.269 | 0.076 |
| -0.122 | 0.025 |
| -0.215 | 0.060 |
| 0.005 | 0.093 |
| -0.151 | -0.103 |
| -0.061 | 0.011 |
| -0.210 | 0.063 |
| 0.112 | -0.103 |
| 0.082 | -0.026 |
| 0.300 | 0.020 |
| 0.076 | -0.182 |
| 0.143 | -0.058 |
| 0.038 | -0.122 |
| -0.077 | -0.009 |
| 0.316 | -0.113 |
| 0.155 | 0.059 |
| -0.086 | 0.134 |
| 0.161 | -0.112 |
| 0.256 | -0.122 |
| 0.296 | -0.075 |
| 0.274 | -0.022 |
| 0.102 | 0.080 |
| 0.170 | 0.090 |
| 0.007 | 0.053 |
| 0.026 | -0.038 |
| 0.043 | -0.068 |
| 0.054 | -0.006 |
| 0.006 | 0.102 |
| 0.271 | 0.048 |
| 0.333 | 0.080 |
| 0.064 | -0.009 |
| 0.192 | 0.077 |
| 0.347 | -0.091 |
| -0.231 | -0.041 |
| 0.273 | -0.043 |
| 0.355 | -0.084 |
| -0.085 | -0.105 |
| 0.191 | 0.006 |
| 0.274 | -0.002 |
| 0.284 | 0.038 |
| -0.005 | -0.015 |
| 0.434 | 0.038 |
| -0.165 | -0.061 |
| -0.092 | -0.023 |
| -0.035 | -0.050 |
| 0.239 | 0.067 |
| -0.166 | 0.063 |
| -0.221 | -0.076 |
| -0.213 | -0.097 |
| 0.077 | 0.038 |
| -0.075 | -0.153 |
| 0.343 | -0.050 |
| 0.373 | -0.109 |
| -0.327 | -0.009 |
| 0.114 | -0.139 |
| 0.423 | -0.074 |
| 0.126 | -0.123 |
| 0.096 | 0.010 |
| 0.170 | 0.182 |
| -0.166 | 0.063 |
| -0.177 | -0.047 |
| 0.136 | -0.009 |
| 0.368 | 0.088 |
| -0.001 | -0.164 |
| -0.107 | 0.030 |
| -0.347 | -0.052 |
| 0.188 | -0.134 |
| -0.012 | 0.093 |
| 0.155 | 0.031 |
| -0.347 | -0.052 |
| -0.216 | -0.093 |
| -0.238 | -0.041 |
| 0.086 | -0.057 |
| -0.279 | -0.072 |
| 0.438 | 0.006 |
| -0.079 | 0.114 |
| -0.098 | 0.091 |
| 0.199 | 0.005 |
| 0.182 | -0.055 |
| -0.169 | -0.048 |
| -0.285 | -0.059 |
| -0.168 | 0.050 |
| -0.060 | -0.161 |
| -0.154 | -0.100 |
| -0.199 | -0.040 |
| -0.238 | -0.021 |
| -0.058 | -0.091 |
| -0.030 | 0.053 |
| -0.347 | -0.052 |
| -0.235 | 0.062 |
| 0.110 | -0.020 |
| 0.017 | -0.063 |
| -0.285 | -0.059 |
| -0.097 | -0.081 |
| -0.006 | -0.039 |
| -0.240 | -0.013 |
| 0.003 | -0.063 |
| -0.306 | 0.079 |
| -0.027 | 0.162 |
| -0.069 | 0.002 |
| -0.327 | -0.009 |
| -0.194 | -0.009 |
| -0.148 | -0.005 |
| -0.127 | -0.012 |
| 0.347 | 0.116 |
| -0.041 | 0.074 |
| -0.034 | -0.010 |
| -0.094 | 0.091 |
| -0.012 | 0.037 |
| 0.194 | 0.002 |
| 0.076 | 0.001 |
| 0.048 | -0.129 |
| 0.387 | 0.087 |
| 0.030 | 0.070 |
| -0.280 | -0.076 |
| 0.093 | -0.041 |
| 0.114 | 0.037 |
| -0.079 | 0.114 |
| -0.017 | 0.089 |
| 0.144 | -0.094 |
| -0.097 | 0.033 |
| 0.188 | -0.134 |
| 0.150 | -0.058 |
| -0.266 | -0.056 |
| 0.021 | 0.073 |
| -0.140 | -0.137 |
| 0.463 | -0.005 |
| -0.191 | 0.000 |
| -0.188 | 0.103 |
| -0.297 | -0.017 |
| -0.018 | 0.067 |
| -0.113 | 0.031 |
| 0.470 | 0.052 |
| -0.196 | -0.063 |
| -0.070 | -0.043 |
| -0.148 | 0.056 |
| 0.206 | -0.002 |
| -0.219 | -0.083 |
| -0.134 | 0.008 |
| 0.032 | 0.038 |
| -0.212 | 0.117 |
| -0.149 | -0.005 |
| -0.099 | -0.055 |
| -0.219 | -0.083 |
| 0.049 | -0.109 |
| 0.013 | 0.021 |
| -0.299 | 0.074 |
| 0.204 | -0.016 |
| -0.076 | 0.022 |
| -0.055 | -0.046 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| -0.206 | -0.008 |
| -0.105 | 0.142 |
| -0.147 | 0.026 |
| 0.025 | 0.054 |
| 0.002 | -0.033 |
| 0.015 | -0.070 |
| 0.408 | -0.046 |
| 0.203 | -0.050 |
| 0.018 | 0.054 |
| -0.046 | -0.048 |
| 0.093 | -0.013 |
| -0.113 | 0.211 |
| 0.027 | 0.088 |
| -0.051 | -0.037 |
| 0.017 | 0.112 |
| 0.000 | 0.019 |
| -0.095 | -0.088 |
| 0.274 | -0.022 |
| 0.068 | 0.031 |
| -0.012 | 0.094 |
| 0.217 | 0.078 |
| 0.343 | 0.166 |
| -0.172 | 0.034 |
| 0.207 | 0.161 |
| -0.170 | 0.173 |
| -0.036 | 0.091 |
| 0.044 | 0.118 |
| -0.275 | -0.056 |
| -0.037 | 0.169 |
| -0.081 | -0.025 |
| 0.291 | -0.047 |
| -0.141 | 0.070 |
| 0.014 | -0.073 |
| 0.018 | 0.116 |
| -0.060 | -0.161 |
| -0.033 | -0.099 |
| -0.285 | -0.059 |
| 0.282 | 0.014 |
| -0.166 | 0.095 |
| -0.226 | 0.054 |
| 0.301 | 0.041 |
| -0.152 | 0.016 |
| -0.269 | 0.067 |
| -0.193 | 0.012 |
| -0.075 | 0.016 |
| 0.262 | 0.187 |
| 0.243 | -0.102 |
| 0.010 | 0.007 |
| -0.065 | 0.039 |
| 0.054 | 0.083 |
| 0.014 | -0.073 |
| -0.210 | 0.063 |
| -0.084 | 0.043 |
| 0.189 | 0.084 |
| -0.015 | 0.046 |
| -0.231 | -0.041 |
| 0.065 | -0.042 |
| -0.172 | 0.034 |
| -0.005 | 0.114 |
| -0.104 | -0.032 |
| -0.036 | -0.002 |
| 0.092 | 0.050 |
| -0.145 | -0.123 |
| 0.257 | 0.015 |
| 0.148 | 0.091 |
| -0.113 | 0.153 |
| 0.231 | -0.078 |
| 0.497 | 0.122 |
| -0.007 | 0.094 |
| 0.367 | 0.088 |
| -0.319 | 0.031 |
| -0.257 | 0.025 |
| 0.178 | -0.085 |
| -0.208 | 0.060 |
| -0.169 | -0.048 |
| 0.323 | 0.097 |
| -0.040 | 0.079 |
| -0.023 | -0.086 |
| -0.348 | 0.023 |
| 0.063 | -0.001 |
| 0.116 | 0.016 |
| -0.218 | -0.079 |
| 0.202 | 0.070 |
| -0.203 | 0.042 |
| -0.188 | 0.015 |
| -0.101 | -0.068 |
| 0.133 | 0.195 |
| 0.018 | 0.098 |
| 0.004 | -0.122 |
| -0.233 | 0.098 |
| 0.077 | 0.218 |
| 0.181 | 0.141 |
| 0.068 | 0.035 |
| 0.004 | -0.009 |
| 0.083 | -0.038 |
| -0.136 | 0.064 |
| -0.029 | 0.174 |
| -0.079 | -0.108 |
| -0.279 | 0.142 |
| 0.353 | -0.067 |
| 0.011 | -0.049 |
| -0.211 | -0.073 |
| -0.297 | -0.017 |
| -0.007 | 0.089 |
| 0.187 | 0.120 |
| 0.391 | 0.076 |
| 0.259 | 0.085 |
| 0.121 | -0.009 |
| -0.193 | 0.008 |
| -0.122 | -0.025 |
| -0.005 | 0.185 |
| 0.210 | -0.056 |
| 0.310 | -0.122 |
| -0.020 | 0.155 |
| -0.134 | 0.008 |
| 0.061 | -0.113 |
| 0.053 | 0.063 |
| 0.287 | -0.057 |
| 0.291 | -0.003 |
| 0.200 | 0.087 |
| 0.011 | 0.007 |
| 0.142 | -0.009 |
| 0.106 | 0.050 |
| 0.380 | 0.016 |
| -0.161 | 0.176 |
| -0.348 | 0.023 |
| -0.213 | -0.097 |
| 0.063 | 0.031 |
| 0.155 | -0.039 |
| 0.044 | -0.100 |
| -0.174 | -0.058 |
| 0.016 | -0.051 |
| -0.347 | -0.052 |
| -0.269 | 0.067 |
| 0.310 | -0.122 |
| -0.021 | 0.013 |
| 0.357 | -0.030 |
| 0.061 | 0.022 |
| 0.311 | 0.037 |
| 0.073 | -0.172 |
| 0.046 | -0.142 |
| 0.395 | 0.055 |
| -0.043 | -0.031 |
| -0.072 | 0.002 |
| -0.097 | -0.052 |
| -0.061 | 0.096 |
| -0.001 | -0.144 |
| -0.219 | -0.083 |
| -0.193 | 0.012 |
| -0.025 | 0.051 |
| 0.032 | 0.006 |
| -0.215 | 0.060 |
| -0.164 | -0.028 |
| 0.037 | 0.022 |
| -0.280 | -0.076 |
| 0.028 | 0.142 |
| -0.238 | 0.067 |
| -0.231 | -0.041 |
| -0.149 | -0.113 |
| -0.306 | 0.079 |
| -0.280 | -0.076 |
| -0.151 | 0.067 |
| -0.106 | -0.058 |
| -0.218 | 0.050 |
| -0.088 | 0.038 |
| 0.115 | 0.043 |
| 0.033 | -0.073 |
| 0.409 | -0.026 |
| 0.118 | 0.066 |
| -0.208 | 0.060 |
| 0.304 | 0.054 |
| 0.026 | -0.001 |
| 0.200 | 0.018 |
| -0.273 | -0.092 |
| -0.110 | 0.027 |
| -0.169 | -0.048 |
| -0.127 | 0.056 |
| -0.172 | 0.034 |
| -0.285 | -0.059 |
| 0.268 | -0.158 |
| -0.238 | -0.021 |
| -0.285 | -0.059 |
| -0.043 | 0.001 |
| 0.025 | 0.054 |
| -0.083 | 0.047 |
| -0.174 | 0.055 |
| -0.024 | -0.056 |
| -0.265 | -0.016 |
| -0.065 | 0.062 |
| 0.298 | 0.095 |
| 0.259 | 0.115 |
| -0.186 | 0.232 |
| -0.150 | 0.131 |
| -0.165 | -0.081 |
| -0.099 | 0.071 |
| -0.094 | 0.091 |
| -0.211 | 0.141 |
| 0.019 | 0.108 |
| 0.082 | 0.098 |
| -0.146 | 0.050 |
| -0.100 | -0.078 |
| 0.300 | 0.020 |
| 0.381 | 0.022 |
| -0.184 | 0.110 |
| -0.049 | 0.078 |
| -0.321 | 0.106 |
| -0.319 | 0.031 |
| 0.262 | -0.069 |
| -0.198 | 0.062 |
| -0.285 | -0.059 |
| 0.159 | 0.123 |
| -0.196 | 0.103 |
| -0.057 | 0.109 |
| 0.066 | 0.052 |
| -0.117 | -0.040 |
| -0.028 | -0.078 |
| -0.242 | 0.062 |
| 0.065 | -0.129 |
| -0.132 | -0.097 |
| -0.297 | -0.017 |
| -0.215 | 0.080 |
| -0.146 | 0.029 |
| 0.183 | 0.091 |
| -0.098 | -0.101 |
| 0.098 | 0.082 |
| 0.077 | -0.059 |
| 0.319 | 0.151 |
| -0.096 | 0.081 |
| -0.079 | 0.029 |
| -0.047 | -0.046 |
| 0.008 | 0.062 |
| -0.084 | 0.061 |
| -0.161 | -0.038 |
| -0.227 | 0.102 |
| -0.169 | -0.048 |
| 0.185 | -0.028 |
| 0.061 | 0.073 |
| -0.100 | 0.166 |
| -0.221 | 0.010 |
| -0.219 | 0.002 |
| -0.242 | -0.003 |
| -0.149 | -0.005 |
| -0.040 | 0.010 |
| 0.083 | -0.024 |
| -0.019 | 0.114 |
| 0.024 | 0.046 |
| -0.287 | 0.016 |
| -0.077 | -0.029 |
| -0.238 | 0.067 |
| -0.194 | -0.012 |
| -0.004 | 0.055 |
| -0.148 | -0.090 |
| 0.087 | -0.156 |
| 0.002 | -0.016 |
| -0.176 | -0.027 |
| -0.106 | 0.091 |
| -0.242 | 0.062 |
| -0.262 | 0.039 |
| -0.130 | -0.133 |
| -0.347 | -0.052 |
| -0.327 | -0.009 |
| -0.347 | -0.052 |
| -0.208 | 0.060 |
| -0.277 | 0.067 |
| -0.040 | -0.028 |
| 0.098 | 0.108 |
| -0.023 | -0.001 |
| 0.121 | -0.034 |
| -0.219 | -0.083 |
| -0.199 | -0.040 |
| 0.221 | 0.048 |
| -0.098 | 0.091 |
| -0.034 | 0.026 |
| -0.051 | 0.146 |
| -0.112 | 0.086 |
| -0.143 | -0.133 |
| -0.207 | 0.060 |
| -0.151 | -0.018 |
| -0.038 | -0.029 |
| -0.203 | 0.042 |
| -0.164 | 0.180 |
| 0.079 | -0.027 |
| 0.303 | 0.034 |
| 0.132 | 0.085 |
| -0.139 | -0.074 |
| -0.269 | 0.067 |
| 0.076 | -0.033 |
| 0.380 | 0.016 |
| 0.190 | -0.015 |
| -0.067 | -0.111 |
| 0.111 | -0.059 |
| -0.186 | 0.059 |
| -0.171 | 0.043 |
| -0.347 | -0.052 |
| -0.140 | 0.141 |
| -0.187 | 0.018 |
| 0.089 | 0.108 |
| -0.231 | -0.036 |
| -0.124 | 0.133 |
| -0.093 | 0.111 |
| 0.122 | 0.123 |
| -0.269 | 0.067 |
| 0.174 | 0.107 |
| 0.008 | -0.021 |
| 0.273 | 0.152 |
| 0.312 | 0.093 |
| -0.227 | 0.102 |
| 0.100 | -0.129 |
| -0.219 | -0.083 |
| -0.050 | 0.034 |
| -0.206 | 0.073 |
| 0.362 | -0.091 |
| 0.099 | 0.179 |
| 0.169 | 0.078 |
| 0.097 | 0.088 |
| 0.078 | -0.034 |
| 0.067 | -0.039 |
| 0.032 | 0.064 |
| 0.057 | 0.016 |
| -0.141 | -0.062 |
| -0.048 | 0.094 |
| 0.031 | 0.034 |
| 0.179 | 0.121 |
| 0.023 | -0.077 |
| -0.199 | -0.040 |
| -0.056 | 0.126 |
| -0.219 | -0.083 |
| 0.379 | 0.091 |
| 0.259 | 0.005 |
| -0.024 | 0.233 |
| 0.033 | 0.106 |
| 0.367 | -0.088 |
| -0.208 | 0.060 |
| -0.203 | 0.047 |
| -0.048 | -0.046 |
| 0.442 | 0.153 |
| 0.265 | -0.046 |
| -0.277 | 0.026 |
| -0.219 | -0.083 |
| 0.101 | -0.038 |
| -0.031 | -0.105 |
| -0.347 | -0.052 |
| -0.063 | -0.025 |
| -0.304 | 0.004 |
| -0.028 | -0.082 |
| -0.280 | -0.076 |
| -0.123 | 0.151 |
| -0.231 | -0.037 |
| 0.115 | -0.002 |
| -0.285 | -0.059 |
| 0.184 | 0.084 |
| -0.053 | 0.007 |
| -0.347 | -0.052 |
| -0.233 | 0.050 |
| -0.280 | -0.076 |
| 0.365 | -0.081 |
| -0.227 | 0.102 |
| -0.145 | -0.123 |
| -0.191 | 0.000 |
| 0.038 | -0.014 |
| 0.380 | 0.016 |
| 0.077 | 0.014 |
| 0.034 | -0.014 |
| -0.285 | -0.059 |
| 0.285 | -0.077 |
| -0.079 | -0.108 |
| 0.260 | -0.022 |
| -0.181 | 0.003 |
| 0.325 | 0.168 |
| -0.120 | 0.027 |
| -0.123 | -0.020 |
| 0.034 | -0.037 |
| 0.075 | 0.089 |
| -0.216 | 0.019 |
| 0.316 | -0.113 |
| -0.004 | 0.001 |
| -0.168 | 0.098 |
| -0.169 | 0.037 |
| 0.135 | 0.033 |
| -0.118 | 0.101 |
| -0.003 | 0.086 |
| 0.061 | -0.005 |
| -0.237 | -0.037 |
| -0.031 | 0.083 |
| 0.148 | -0.097 |
| 0.077 | -0.048 |
| -0.347 | -0.052 |
| 0.281 | 0.086 |
| 0.133 | 0.004 |
| -0.171 | -0.027 |
| -0.036 | 0.162 |
| 0.380 | 0.016 |
| -0.191 | 0.000 |
| 0.246 | 0.060 |
| -0.177 | -0.047 |
| -0.126 | 0.072 |
| -0.172 | 0.034 |
| -0.075 | -0.124 |
| -0.153 | -0.029 |
| 0.067 | 0.004 |
| 0.113 | 0.185 |
| -0.279 | -0.072 |
| 0.211 | -0.006 |
| -0.088 | 0.043 |
| -0.122 | 0.215 |
| -0.037 | 0.169 |
| 0.229 | -0.118 |
| -0.239 | 0.054 |
| 0.335 | 0.049 |
| 0.060 | 0.099 |
| -0.219 | -0.083 |
| -0.024 | -0.056 |
| -0.087 | 0.058 |
| -0.257 | 0.089 |
| -0.216 | 0.155 |
| 0.084 | -0.069 |
| 0.208 | 0.067 |
| -0.305 | -0.016 |
| -0.141 | 0.035 |
| -0.143 | 0.022 |
| -0.285 | -0.059 |
| -0.243 | -0.023 |
| -0.129 | 0.079 |
| 0.018 | -0.039 |
| 0.246 | -0.118 |
| -0.008 | -0.035 |
| -0.242 | -0.003 |
| 0.241 | 0.003 |
| 0.429 | 0.034 |
| 0.151 | -0.088 |
| -0.211 | 0.043 |
| 0.327 | 0.056 |
| 0.088 | -0.168 |
| -0.069 | 0.075 |
| -0.238 | -0.021 |
| 0.217 | 0.176 |
| 0.194 | 0.002 |
| 0.409 | 0.078 |
| 0.230 | 0.137 |
| 0.088 | 0.069 |
| -0.100 | 0.166 |
| 0.301 | 0.112 |
| 0.174 | -0.112 |
| -0.265 | -0.016 |
| 0.284 | -0.077 |
| 0.139 | 0.065 |
| 0.183 | 0.044 |
| -0.056 | 0.126 |
| -0.280 | -0.076 |
| 0.428 | 0.108 |
| -0.238 | -0.041 |
| -0.165 | 0.115 |
| -0.042 | 0.037 |
| -0.280 | -0.076 |
| 0.024 | 0.096 |
| 0.152 | -0.033 |
| -0.265 | -0.016 |
| 0.180 | -0.133 |
| -0.008 | 0.125 |
| -0.188 | 0.015 |
| -0.146 | 0.050 |
| 0.079 | -0.070 |
| -0.140 | -0.016 |
| -0.020 | 0.142 |
| 0.073 | 0.058 |
| -0.215 | -0.066 |
| -0.134 | -0.116 |
| -0.147 | -0.087 |
| 0.149 | -0.050 |
| 0.038 | 0.050 |
| 0.090 | 0.069 |
| 0.048 | 0.202 |
| -0.347 | -0.052 |
| -0.219 | -0.083 |
| 0.027 | -0.069 |
| -0.265 | -0.016 |
| -0.210 | 0.063 |
| -0.233 | 0.050 |
| 0.084 | 0.034 |
| -0.189 | -0.006 |
| 0.187 | -0.154 |
| 0.196 | -0.154 |
| -0.083 | -0.045 |
| 0.069 | -0.034 |
| 0.009 | -0.033 |
| -0.079 | -0.108 |
| 0.017 | 0.086 |
| -0.038 | -0.064 |
| -0.010 | 0.003 |
| 0.121 | 0.066 |
| -0.193 | 0.160 |
| 0.168 | 0.092 |
| -0.238 | -0.041 |
| -0.098 | 0.091 |
| -0.170 | 0.173 |
| 0.153 | 0.065 |
| 0.070 | 0.126 |
| 0.124 | 0.100 |
| 0.021 | -0.054 |
| -0.151 | 0.046 |
| -0.138 | -0.087 |
| 0.140 | -0.025 |
| 0.321 | 0.083 |
| 0.189 | -0.133 |
| -0.112 | -0.082 |
| -0.280 | -0.076 |
| 0.353 | -0.067 |
| 0.037 | -0.045 |
| -0.216 | -0.021 |
| 0.180 | 0.130 |
| 0.281 | -0.063 |
| 0.255 | -0.161 |
| 0.066 | -0.185 |
| -0.347 | -0.052 |
| -0.068 | 0.090 |
| 0.313 | 0.003 |
| 0.048 | -0.073 |
| -0.190 | 0.004 |
| -0.032 | 0.063 |
| -0.008 | -0.025 |
| 0.380 | 0.016 |
| 0.009 | 0.098 |
| -0.036 | 0.061 |
| 0.258 | 0.117 |
| -0.009 | 0.035 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.233 | -0.034 |
| -0.193 | 0.012 |
| -0.319 | 0.031 |
| -0.299 | 0.074 |
| -0.319 | 0.031 |
| -0.235 | -0.024 |
| -0.319 | 0.031 |
| -0.347 | -0.052 |
| 0.056 | 0.127 |
| -0.190 | 0.022 |
| -0.043 | -0.046 |
| -0.208 | 0.060 |
| -0.087 | -0.082 |
| 0.100 | -0.015 |
| -0.156 | 0.115 |
| -0.123 | 0.151 |
| -0.117 | -0.014 |
| 0.380 | 0.016 |
| 0.507 | 0.084 |
| -0.169 | -0.048 |
| -0.155 | 0.118 |
| -0.191 | 0.000 |
| 0.105 | 0.049 |
| 0.131 | 0.036 |
| -0.214 | 0.145 |
| -0.080 | -0.098 |
| 0.090 | 0.081 |
| -0.219 | -0.083 |
| -0.058 | 0.085 |
| 0.049 | -0.079 |
| -0.147 | 0.098 |
| 0.182 | 0.000 |
| 0.127 | -0.004 |
| -0.176 | -0.065 |
| -0.233 | 0.098 |
| -0.347 | -0.052 |
| -0.285 | 0.027 |
| -0.093 | 0.077 |
| -0.140 | -0.137 |
| 0.096 | -0.057 |
| 0.258 | -0.015 |
| -0.156 | -0.077 |
| -0.144 | -0.119 |
| -0.283 | -0.069 |
| -0.269 | 0.067 |
| -0.221 | -0.034 |
| -0.235 | -0.024 |
| -0.304 | 0.004 |
| -0.297 | -0.017 |
| -0.039 | 0.071 |
| -0.075 | 0.100 |
| -0.159 | -0.045 |
| -0.347 | -0.052 |
| -0.019 | 0.114 |
| 0.210 | 0.048 |
| -0.174 | -0.037 |
| 0.013 | -0.116 |
| -0.104 | -0.032 |
| 0.104 | -0.099 |
| 0.251 | 0.006 |
| -0.075 | -0.153 |
| -0.348 | 0.023 |
| -0.163 | -0.061 |
| -0.280 | -0.076 |
| -0.209 | -0.080 |
| -0.255 | 0.015 |
| -0.060 | -0.161 |
| -0.049 | 0.150 |
| 0.021 | 0.109 |
| 0.074 | -0.035 |
| -0.219 | 0.002 |
| -0.347 | -0.052 |
| -0.149 | 0.036 |
| 0.299 | 0.016 |
| -0.170 | 0.105 |
| 0.215 | 0.173 |
| 0.286 | -0.036 |
| 0.008 | 0.109 |
| -0.297 | -0.017 |
| 0.206 | 0.110 |
| -0.019 | 0.114 |
| -0.321 | 0.106 |
| 0.101 | -0.109 |
| -0.012 | 0.135 |
| -0.169 | 0.177 |
| -0.035 | -0.088 |
| 0.359 | 0.153 |
| -0.209 | -0.080 |
| 0.415 | -0.007 |
| -0.105 | 0.160 |
| -0.319 | 0.031 |
| -0.111 | 0.007 |
| -0.319 | 0.031 |
| -0.050 | 0.074 |
| -0.019 | 0.037 |
| 0.056 | 0.093 |
| 0.358 | 0.024 |
| 0.275 | 0.078 |
| 0.092 | -0.061 |
| -0.142 | -0.028 |
| 0.309 | -0.011 |
| 0.275 | -0.158 |
| -0.031 | -0.027 |
| -0.177 | -0.047 |
| 0.040 | -0.079 |
| -0.200 | -0.080 |
| -0.212 | -0.099 |
| 0.064 | -0.131 |
| -0.106 | -0.058 |
| -0.193 | 0.008 |
| -0.034 | 0.074 |
| -0.305 | -0.016 |
| -0.277 | 0.067 |
| -0.181 | 0.003 |
| 0.047 | 0.006 |
| -0.285 | -0.059 |
| -0.165 | 0.115 |
| 0.238 | 0.152 |
| -0.347 | -0.052 |
| -0.280 | -0.076 |
| -0.107 | 0.030 |
| -0.047 | -0.046 |
| -0.034 | 0.070 |
| -0.053 | -0.052 |
| 0.204 | -0.052 |
| -0.200 | 0.032 |
| -0.128 | -0.084 |
| -0.116 | 0.010 |
| -0.097 | -0.081 |
| -0.304 | 0.004 |
| -0.233 | -0.020 |
| -0.233 | -0.020 |
| 0.349 | 0.021 |
| -0.210 | 0.063 |
| 0.072 | 0.197 |
| -0.118 | 0.038 |
| 0.063 | -0.070 |
| 0.143 | 0.045 |
| 0.072 | 0.197 |
| 0.290 | 0.038 |
| 0.029 | -0.105 |
| -0.143 | -0.026 |
| -0.280 | -0.076 |
| -0.220 | -0.008 |
| -0.108 | -0.048 |
| -0.123 | 0.151 |
| -0.106 | -0.058 |
| -0.084 | 0.039 |
| -0.056 | 0.126 |
| -0.068 | -0.009 |
| -0.081 | 0.073 |
| 0.332 | -0.036 |
| -0.201 | 0.011 |
| 0.046 | -0.142 |
| -0.084 | -0.081 |
| -0.238 | -0.041 |
| 0.022 | -0.125 |
| -0.017 | 0.070 |
| -0.109 | -0.068 |
| -0.199 | -0.040 |
| -0.066 | -0.011 |
| 0.151 | 0.156 |
| -0.109 | -0.034 |
| -0.225 | -0.041 |
| -0.134 | 0.008 |
| 0.234 | 0.165 |
| 0.046 | 0.057 |
| 0.205 | 0.088 |
| -0.150 | 0.131 |
| -0.226 | -0.021 |
| -0.010 | 0.007 |
| -0.106 | -0.004 |
| 0.129 | 0.083 |
| -0.035 | 0.041 |
| 0.010 | 0.066 |
| -0.001 | -0.001 |
| -0.044 | 0.097 |
| 0.223 | 0.058 |
| 0.287 | -0.129 |
| -0.066 | -0.007 |
| -0.111 | -0.024 |
| -0.171 | 0.043 |
| -0.139 | -0.022 |
| -0.136 | 0.022 |
| -0.186 | 0.020 |
| -0.002 | 0.009 |
| -0.067 | -0.111 |
| -0.165 | 0.200 |
| -0.005 | -0.160 |
| -0.347 | -0.052 |
| 0.096 | 0.047 |
| -0.347 | -0.052 |
| -0.120 | -0.032 |
| 0.364 | 0.010 |
| -0.179 | -0.012 |
| -0.209 | 0.135 |
| -0.347 | -0.052 |
| -0.051 | 0.113 |
| 0.002 | -0.033 |
| -0.211 | 0.002 |
| 0.021 | -0.017 |
| -0.031 | -0.105 |
| -0.108 | 0.166 |
| 0.054 | 0.122 |
| -0.039 | 0.071 |
| -0.223 | 0.020 |
| 0.258 | -0.015 |
| -0.116 | 0.098 |
| -0.347 | -0.052 |
| 0.174 | 0.091 |
| -0.079 | -0.012 |
| -0.102 | -0.067 |
| 0.116 | -0.150 |
| -0.196 | 0.103 |
| -0.297 | -0.017 |
| 0.297 | 0.026 |
| -0.283 | -0.069 |
| -0.020 | 0.094 |
| -0.099 | 0.075 |
| -0.193 | 0.012 |
| -0.148 | 0.056 |
| 0.175 | 0.094 |
| 0.109 | 0.075 |
| -0.050 | 0.111 |
| -0.095 | 0.098 |
| -0.275 | -0.056 |
| -0.265 | -0.016 |
| 0.286 | 0.075 |
| -0.126 | 0.008 |
| -0.157 | -0.005 |
| -0.047 | -0.010 |
| -0.111 | -0.024 |
| 0.135 | -0.087 |
| 0.408 | 0.082 |
| -0.196 | 0.015 |
| 0.192 | -0.038 |
| -0.297 | -0.017 |
| -0.161 | 0.030 |
| 0.022 | 0.005 |
| 0.000 | 0.089 |
| 0.098 | -0.047 |
| -0.141 | -0.101 |
| 0.019 | 0.007 |
| -0.257 | 0.089 |
| 0.132 | -0.137 |
| -0.146 | 0.138 |
| -0.208 | 0.060 |
| -0.209 | -0.041 |
| -0.249 | 0.024 |
| -0.199 | -0.040 |
| -0.116 | 0.049 |
| -0.163 | 0.153 |
| -0.205 | 0.083 |
| -0.165 | -0.061 |
| 0.021 | -0.037 |
| -0.199 | 0.029 |
| -0.169 | -0.048 |
| -0.126 | 0.008 |
| -0.157 | -0.081 |
| -0.094 | 0.091 |
| -0.297 | -0.017 |
| -0.232 | 0.034 |
| 0.087 | -0.012 |
| -0.102 | -0.042 |
| -0.347 | -0.052 |
| -0.157 | -0.081 |
| -0.310 | -0.020 |
| -0.064 | 0.147 |
| -0.347 | -0.052 |
| -0.165 | -0.081 |
| -0.157 | -0.005 |
| -0.149 | 0.036 |
| 0.108 | -0.129 |
| 0.033 | -0.037 |
| 0.133 | 0.004 |
| 0.002 | -0.056 |
| -0.280 | -0.076 |
| 0.379 | -0.038 |
| -0.195 | 0.087 |
| -0.278 | 0.162 |
| -0.109 | -0.068 |
| -0.074 | 0.134 |
| -0.073 | -0.100 |
| -0.104 | 0.067 |
| 0.045 | -0.123 |
| 0.181 | -0.113 |
| 0.042 | 0.075 |
| -0.109 | -0.034 |
| -0.299 | 0.058 |
| -0.211 | 0.043 |
| -0.161 | 0.042 |
| -0.250 | 0.133 |
| -0.208 | 0.060 |
| -0.238 | -0.041 |
| 0.004 | -0.049 |
| 0.273 | 0.063 |
| -0.119 | 0.035 |
| 0.194 | 0.002 |
| -0.206 | -0.112 |
| -0.138 | 0.098 |
| -0.083 | 0.153 |
| 0.084 | 0.023 |
| -0.041 | -0.029 |
| 0.169 | 0.078 |
| -0.129 | 0.079 |
| -0.059 | 0.112 |
| -0.064 | 0.109 |
| -0.081 | -0.110 |
| 0.017 | -0.003 |
| -0.159 | 0.114 |
| 0.188 | 0.101 |
| 0.125 | 0.097 |
| -0.111 | 0.137 |
| -0.242 | -0.003 |
| -0.052 | 0.072 |
| -0.141 | 0.035 |
| -0.112 | -0.064 |
| 0.015 | -0.053 |
| -0.146 | 0.138 |
| 0.399 | -0.072 |
| 0.409 | 0.076 |
| 0.117 | -0.129 |
| 0.029 | -0.105 |
| 0.004 | 0.092 |
| -0.177 | -0.047 |
| 0.328 | 0.020 |
| 0.208 | 0.032 |
| -0.228 | 0.197 |
| -0.304 | 0.004 |
| -0.347 | -0.052 |
| -0.126 | 0.093 |
| 0.154 | 0.160 |
| 0.107 | 0.068 |
| 0.036 | -0.125 |
| -0.219 | -0.083 |
| 0.095 | 0.075 |
| -0.304 | 0.004 |
| -0.109 | -0.068 |
| -0.304 | 0.004 |
| -0.126 | -0.137 |
| -0.097 | -0.080 |
| -0.215 | -0.089 |
| -0.207 | -0.116 |
| -0.095 | -0.088 |
| -0.034 | -0.010 |
| -0.304 | 0.004 |
| -0.209 | -0.109 |
| -0.220 | -0.008 |
| 0.171 | 0.118 |
| -0.130 | -0.026 |
| 0.524 | 0.074 |
| -0.097 | 0.077 |
| -0.016 | 0.080 |
| -0.219 | -0.083 |
| -0.062 | -0.108 |
| 0.330 | 0.124 |
| 0.192 | -0.167 |
| -0.109 | -0.068 |
| -0.019 | 0.162 |
| -0.121 | 0.141 |
| -0.099 | 0.071 |
| -0.226 | -0.055 |
| -0.135 | -0.120 |
| -0.276 | 0.087 |
| -0.079 | -0.069 |
| -0.348 | 0.023 |
| -0.042 | 0.095 |
| -0.196 | 0.015 |
| -0.169 | 0.037 |
| -0.050 | 0.074 |
| -0.010 | 0.003 |
| -0.231 | -0.041 |
| 0.117 | 0.011 |
| -0.005 | -0.011 |
| -0.285 | -0.059 |
| -0.168 | 0.098 |
| 0.106 | 0.081 |
| -0.055 | -0.005 |
| 0.008 | -0.161 |
| 0.045 | 0.024 |
| 0.162 | -0.098 |
| 0.030 | 0.070 |
| 0.348 | -0.063 |
| -0.257 | 0.025 |
| -0.101 | 0.150 |
| -0.347 | -0.052 |
| -0.025 | 0.035 |
| -0.117 | -0.010 |
| -0.226 | -0.055 |
| -0.238 | -0.041 |
| 0.034 | 0.162 |
| -0.077 | -0.039 |
| -0.283 | -0.069 |
| -0.116 | 0.010 |
| 0.047 | -0.122 |
| -0.151 | -0.103 |
| -0.147 | 0.098 |
| -0.112 | -0.053 |
| -0.196 | 0.027 |
| -0.081 | -0.140 |
| 0.070 | -0.096 |
| -0.219 | -0.083 |
| -0.188 | 0.103 |
| -0.082 | -0.068 |
| -0.133 | -0.009 |
| -0.138 | -0.087 |
| -0.041 | -0.041 |
| 0.016 | 0.034 |
| -0.034 | -0.072 |
| -0.211 | -0.073 |
| -0.136 | 0.023 |
| -0.078 | -0.143 |
| 0.286 | 0.062 |
| -0.173 | 0.094 |
| 0.073 | 0.099 |
| -0.104 | 0.081 |
| -0.095 | -0.088 |
| -0.054 | 0.058 |
| -0.219 | -0.083 |
| -0.075 | 0.059 |
| -0.054 | 0.116 |
| -0.189 | -0.037 |
| -0.219 | -0.083 |
| -0.321 | 0.106 |
| -0.026 | 0.026 |
| -0.192 | 0.117 |
| -0.018 | -0.076 |
| -0.202 | 0.135 |
| -0.076 | 0.074 |
| 0.006 | -0.117 |
| -0.149 | 0.036 |
| 0.074 | -0.185 |
| -0.119 | 0.081 |
| -0.081 | 0.035 |
| 0.078 | -0.090 |
| 0.317 | 0.098 |
| -0.347 | -0.052 |
| -0.167 | -0.045 |
| 0.124 | -0.117 |
| -0.136 | 0.022 |
| 0.092 | 0.003 |
| -0.060 | -0.027 |
| -0.047 | -0.145 |
| 0.016 | -0.049 |
| 0.255 | 0.040 |
| 0.040 | -0.109 |
| 0.113 | -0.083 |
| -0.019 | 0.035 |
| 0.303 | -0.041 |
| -0.091 | 0.169 |
| 0.155 | 0.161 |
| 0.190 | 0.005 |
| 0.423 | -0.074 |
| -0.027 | 0.075 |
| -0.117 | -0.010 |
| -0.210 | 0.135 |
| -0.235 | -0.024 |
| -0.276 | 0.087 |
| -0.196 | 0.103 |
| -0.079 | -0.012 |
| 0.149 | -0.031 |
| -0.216 | 0.088 |
| -0.189 | -0.006 |
| -0.280 | -0.076 |
| -0.072 | 0.009 |
| -0.169 | -0.048 |
| -0.276 | 0.087 |
| 0.122 | 0.051 |
| 0.309 | 0.057 |
| -0.013 | 0.039 |
| 0.178 | 0.084 |
| 0.451 | 0.009 |
| -0.242 | -0.003 |
| -0.147 | -0.087 |
| 0.105 | 0.029 |
| 0.017 | 0.094 |
| -0.327 | -0.009 |
| 0.197 | -0.121 |
| -0.105 | -0.052 |
| -0.163 | -0.061 |
| 0.150 | -0.094 |
| -0.070 | 0.116 |
| 0.120 | -0.106 |
| 0.090 | 0.069 |
| -0.141 | -0.101 |
| -0.034 | -0.072 |
| -0.104 | 0.040 |
| 0.088 | 0.105 |
| -0.090 | 0.168 |
| -0.170 | 0.031 |
| -0.141 | 0.121 |
| 0.008 | 0.006 |
| 0.289 | 0.113 |
| 0.477 | 0.079 |
| -0.160 | 0.098 |
| 0.153 | 0.081 |
| 0.209 | 0.119 |
| 0.487 | 0.041 |
| 0.086 | -0.043 |
| -0.280 | -0.076 |
| -0.006 | 0.074 |
| -0.056 | 0.078 |
| -0.106 | 0.068 |
| -0.002 | 0.011 |
| -0.042 | 0.074 |
| 0.164 | 0.041 |
| -0.169 | -0.048 |
| 0.062 | -0.035 |
| -0.228 | 0.197 |
| 0.141 | -0.043 |
| 0.131 | -0.032 |
| -0.278 | 0.162 |
| -0.215 | 0.080 |
| -0.219 | -0.083 |
| -0.092 | -0.094 |
| 0.433 | 0.113 |
| 0.401 | -0.026 |
| -0.347 | -0.052 |
| -0.100 | 0.166 |
| -0.009 | -0.144 |
| 0.377 | 0.049 |
| 0.200 | -0.059 |
| -0.242 | -0.003 |
| -0.094 | 0.061 |
| -0.191 | 0.000 |
| 0.196 | -0.049 |
| 0.128 | 0.046 |
| -0.062 | 0.058 |
| -0.285 | -0.059 |
| 0.162 | -0.085 |
| -0.089 | -0.052 |
| -0.305 | -0.016 |
| -0.139 | 0.053 |
| -0.162 | -0.064 |
| -0.227 | 0.102 |
| 0.326 | 0.073 |
| -0.029 | 0.112 |
| 0.296 | -0.075 |
| 0.126 | -0.008 |
| -0.055 | -0.124 |
| 0.139 | 0.001 |
| 0.169 | 0.082 |
| -0.267 | -0.076 |
| 0.215 | -0.070 |
| -0.275 | -0.056 |
| 0.071 | 0.134 |
| -0.005 | 0.106 |
| -0.347 | -0.052 |
| -0.174 | 0.218 |
| -0.202 | -0.096 |
| 0.054 | 0.118 |
| -0.165 | 0.200 |
| -0.083 | 0.090 |
| 0.085 | -0.013 |
| -0.093 | 0.111 |
| -0.219 | -0.083 |
| -0.095 | 0.108 |
| -0.163 | -0.057 |
| -0.250 | 0.025 |
| -0.169 | -0.048 |
| -0.072 | -0.016 |
| -0.280 | -0.076 |
| -0.231 | -0.041 |
| 0.258 | -0.015 |
| 0.162 | 0.172 |
| -0.097 | -0.072 |
| -0.204 | -0.063 |
| -0.127 | -0.012 |
| 0.023 | -0.044 |
| -0.133 | 0.113 |
| -0.280 | -0.076 |
| -0.051 | 0.146 |
| -0.304 | 0.004 |
| 0.310 | -0.122 |
| 0.027 | 0.003 |
| 0.036 | -0.125 |
| 0.423 | -0.074 |
| -0.347 | -0.052 |
| -0.238 | 0.058 |
| -0.138 | -0.113 |
| 0.126 | 0.022 |
| 0.137 | -0.117 |
| -0.347 | -0.052 |
| -0.169 | 0.042 |
| -0.143 | -0.133 |
| -0.003 | -0.049 |
| -0.189 | -0.006 |
| -0.283 | -0.069 |
| -0.255 | 0.019 |
| -0.283 | -0.069 |
| -0.347 | -0.052 |
| -0.219 | -0.083 |
| 0.020 | 0.054 |
| -0.086 | -0.037 |
| 0.200 | -0.059 |
| -0.177 | -0.047 |
| -0.219 | -0.083 |
| 0.370 | 0.020 |
| -0.152 | 0.033 |
| -0.092 | -0.079 |
| -0.216 | 0.088 |
| 0.019 | -0.056 |
| 0.235 | -0.092 |
| -0.238 | -0.021 |
| -0.209 | -0.109 |
| -0.028 | 0.067 |
| -0.238 | -0.021 |
| -0.187 | 0.031 |
| -0.126 | 0.008 |
| -0.066 | 0.052 |
| 0.096 | 0.157 |
| -0.168 | 0.098 |
| 0.040 | -0.073 |
| -0.086 | 0.134 |
| -0.107 | 0.030 |
| 0.058 | 0.032 |
| 0.162 | 0.065 |
| 0.100 | -0.074 |
| 0.015 | -0.024 |
| -0.104 | 0.081 |
| -0.103 | -0.087 |
| 0.235 | 0.080 |
| 0.003 | 0.027 |
| -0.257 | 0.025 |
| -0.020 | -0.069 |
| -0.277 | 0.067 |
| -0.194 | 0.049 |
| 0.070 | -0.057 |
| -0.143 | 0.076 |
| -0.159 | -0.040 |
| -0.055 | -0.030 |
| -0.110 | 0.081 |
| 0.120 | -0.116 |
| 0.312 | 0.007 |
| -0.002 | -0.029 |
| -0.150 | 0.044 |
| -0.112 | -0.044 |
| 0.087 | -0.057 |
| 0.212 | 0.004 |
| -0.139 | 0.025 |
| -0.087 | 0.166 |
| 0.162 | 0.156 |
| -0.280 | -0.076 |
| 0.165 | 0.094 |
| -0.068 | 0.081 |
| -0.139 | -0.107 |
| -0.107 | -0.024 |
| -0.095 | 0.057 |
| 0.207 | 0.122 |
| -0.115 | -0.046 |
| 0.171 | 0.114 |
| -0.029 | 0.064 |
| -0.031 | 0.070 |
| 0.032 | 0.064 |
| -0.104 | 0.153 |
| -0.060 | -0.006 |
| 0.072 | 0.085 |
| -0.051 | -0.029 |
| 0.092 | 0.003 |
| 0.106 | 0.050 |
| -0.065 | 0.049 |
| 0.036 | -0.055 |
| 0.197 | 0.021 |
| 0.023 | 0.054 |
| -0.010 | -0.002 |
| 0.070 | 0.017 |
| 0.033 | -0.088 |
| 0.237 | 0.026 |
| 0.331 | -0.019 |
| -0.031 | -0.092 |
| -0.054 | -0.061 |
| -0.147 | -0.087 |
| -0.103 | -0.087 |
| 0.294 | 0.102 |
| 0.310 | -0.122 |
| -0.177 | -0.047 |
| -0.111 | 0.085 |
| -0.277 | 0.067 |
| -0.036 | 0.084 |
| 0.425 | 0.055 |
| 0.124 | -0.117 |
| -0.066 | -0.091 |
| -0.235 | -0.024 |
| 0.092 | -0.053 |
| 0.127 | 0.023 |
| -0.157 | -0.005 |
| -0.219 | -0.083 |
| 0.066 | -0.185 |
| -0.033 | -0.069 |
| 0.047 | 0.006 |
| -0.043 | -0.050 |
| 0.079 | 0.007 |
| -0.243 | -0.023 |
| 0.088 | 0.102 |
| -0.065 | 0.039 |
| 0.330 | -0.060 |
| -0.293 | -0.030 |
| -0.049 | -0.006 |
| -0.005 | -0.006 |
| 0.350 | -0.034 |
| 0.077 | -0.053 |
| -0.088 | -0.052 |
| 0.085 | 0.092 |
| -0.131 | 0.018 |
| 0.023 | 0.073 |
| 0.107 | -0.087 |
| -0.155 | 0.118 |
| 0.092 | 0.105 |
| -0.079 | 0.067 |
| -0.155 | 0.118 |
| 0.152 | -0.074 |
| 0.153 | -0.033 |
| 0.189 | 0.080 |
| 0.248 | -0.045 |
| 0.247 | -0.085 |
| -0.144 | 0.015 |
| -0.002 | 0.022 |
| 0.393 | -0.066 |
| -0.221 | -0.076 |
| -0.297 | -0.017 |
| 0.191 | 0.036 |
| -0.304 | 0.004 |
| -0.177 | -0.047 |
| -0.051 | 0.039 |
| -0.101 | -0.068 |
| -0.243 | -0.023 |
| -0.149 | -0.005 |
| 0.145 | 0.068 |
| 0.028 | 0.139 |
| 0.172 | 0.111 |
| -0.079 | -0.108 |
| 0.101 | 0.050 |
| 0.023 | -0.066 |
| 0.029 | -0.064 |
| -0.199 | -0.040 |
| 0.313 | 0.037 |
| 0.443 | -0.031 |
| 0.158 | -0.081 |
| 0.033 | -0.109 |
| 0.046 | 0.127 |
| 0.190 | -0.015 |
| -0.064 | 0.066 |
| -0.149 | -0.113 |
| 0.079 | 0.105 |
| -0.307 | 0.059 |
| -0.087 | -0.088 |
| -0.059 | 0.034 |
| 0.127 | 0.043 |
| -0.280 | -0.076 |
| -0.220 | 0.050 |
| 0.392 | -0.018 |
| -0.219 | -0.083 |
| -0.174 | 0.055 |
| -0.070 | -0.018 |
| -0.146 | 0.138 |
| 0.062 | 0.073 |
| -0.140 | -0.137 |
| -0.020 | 0.155 |
| -0.093 | 0.111 |
| -0.193 | 0.032 |
| -0.015 | 0.097 |
| 0.105 | 0.049 |
| -0.076 | 0.074 |
| 0.362 | 0.166 |
| -0.219 | -0.083 |
| 0.318 | 0.010 |
| 0.088 | 0.001 |
| -0.305 | -0.016 |
| 0.126 | -0.100 |
| 0.147 | 0.044 |
| 0.080 | -0.070 |
| -0.169 | -0.048 |
| -0.029 | -0.060 |
| 0.423 | -0.074 |
| 0.133 | -0.070 |
| -0.285 | -0.059 |
| 0.379 | -0.014 |
| 0.117 | -0.116 |
| 0.015 | 0.015 |
| 0.443 | -0.031 |
| 0.303 | 0.075 |
| -0.347 | -0.052 |
| 0.195 | -0.124 |
| 0.025 | -0.021 |
| 0.071 | 0.007 |
| -0.001 | 0.004 |
| 0.380 | 0.016 |
| -0.098 | 0.091 |
| 0.219 | 0.032 |
| 0.269 | -0.012 |
| -0.140 | 0.010 |
| 0.237 | 0.031 |
| -0.211 | 0.043 |
| -0.028 | 0.084 |
| -0.168 | 0.017 |
| -0.012 | 0.114 |
| -0.136 | 0.056 |
| 0.046 | 0.050 |
| -0.144 | -0.005 |
| 0.098 | -0.085 |
| -0.101 | 0.030 |
| 0.116 | -0.038 |
| 0.234 | -0.112 |
| -0.141 | 0.035 |
| 0.251 | 0.006 |
| 0.087 | 0.057 |
| -0.020 | 0.071 |
| 0.289 | -0.054 |
| 0.305 | 0.022 |
| -0.138 | 0.059 |
| 0.202 | -0.117 |
| -0.104 | 0.081 |
| 0.179 | 0.071 |
| -0.064 | -0.002 |
| 0.154 | -0.176 |
| 0.216 | -0.020 |
| 0.020 | 0.001 |
| 0.068 | 0.141 |
| 0.185 | 0.045 |
| 0.146 | 0.123 |
| 0.208 | -0.092 |
| 0.132 | -0.100 |
| 0.079 | 0.105 |
| -0.136 | 0.056 |
| -0.014 | 0.016 |
| 0.460 | -0.042 |
| 0.312 | 0.034 |
| -0.121 | 0.109 |
| 0.041 | 0.066 |
| 0.295 | -0.006 |
| 0.148 | 0.049 |
| 0.300 | -0.125 |
| 0.049 | 0.059 |
| 0.101 | 0.142 |
| 0.067 | -0.113 |
| -0.057 | 0.074 |
| 0.027 | -0.038 |
| -0.305 | -0.016 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.093 | 0.077 |
| -0.073 | -0.127 |
| 0.185 | -0.108 |
| 0.297 | -0.098 |
| 0.188 | -0.134 |
| 0.201 | -0.038 |
| 0.270 | -0.076 |
| -0.009 | -0.115 |
| -0.275 | -0.056 |
| 0.309 | -0.105 |
| 0.011 | -0.033 |
| 0.017 | 0.095 |
| 0.122 | -0.029 |
| 0.002 | -0.142 |
| -0.164 | -0.028 |
| -0.219 | -0.083 |
| 0.165 | -0.054 |
| -0.280 | -0.076 |
| 0.431 | 0.071 |
| 0.037 | -0.076 |
| 0.217 | -0.056 |
| 0.007 | -0.041 |
| -0.067 | -0.045 |
| 0.027 | 0.152 |
| -0.114 | 0.099 |
| -0.102 | 0.119 |
| 0.383 | 0.020 |
| -0.236 | 0.197 |
| -0.112 | -0.064 |
| -0.124 | 0.011 |
| 0.045 | 0.128 |
| -0.347 | -0.052 |
| -0.086 | 0.071 |
| -0.138 | -0.087 |
| 0.389 | 0.148 |
| -0.050 | -0.042 |
| -0.028 | -0.072 |
| 0.029 | 0.142 |
| -0.145 | -0.123 |
| -0.107 | 0.023 |
| 0.261 | -0.106 |
| 0.255 | -0.116 |
| -0.099 | -0.045 |
| 0.123 | 0.032 |
| 0.366 | -0.082 |
| 0.469 | 0.144 |
| 0.191 | 0.036 |
| 0.407 | 0.086 |
| 0.390 | 0.097 |
| -0.057 | 0.074 |
| 0.129 | -0.032 |
| 0.198 | 0.041 |
| 0.338 | -0.019 |
| 0.231 | -0.078 |
| 0.301 | -0.085 |
| -0.050 | 0.074 |
| 0.043 | 0.000 |
| -0.169 | -0.048 |
| -0.098 | -0.067 |
| -0.204 | -0.002 |
| -0.072 | -0.036 |
| 0.065 | -0.116 |
| 0.186 | -0.157 |
| 0.070 | 0.046 |
| 0.186 | -0.100 |
| 0.002 | -0.063 |
| 0.042 | -0.109 |
| -0.299 | 0.074 |
| 0.108 | -0.149 |
| 0.053 | -0.014 |
| 0.238 | 0.046 |
| 0.057 | -0.096 |
| 0.306 | -0.099 |
| -0.110 | -0.055 |
| -0.283 | -0.069 |
| -0.133 | -0.121 |
| -0.226 | -0.021 |
| 0.119 | 0.023 |
| -0.060 | -0.033 |
| 0.181 | -0.133 |
| 0.099 | 0.014 |
| -0.219 | -0.083 |
| -0.185 | 0.157 |
| -0.093 | 0.077 |
| 0.259 | -0.042 |
| 0.200 | -0.059 |
| -0.096 | -0.068 |
| -0.051 | -0.039 |
| -0.285 | -0.059 |
| -0.283 | -0.069 |
| 0.434 | -0.108 |
| 0.331 | 0.077 |
| 0.127 | 0.023 |
| 0.121 | -0.129 |
| 0.075 | -0.005 |
| -0.004 | -0.008 |
| -0.205 | 0.063 |
| 0.099 | 0.141 |
| 0.046 | -0.007 |
| -0.026 | 0.043 |
| -0.245 | 0.080 |
| -0.347 | -0.052 |
| -0.169 | -0.037 |
| 0.186 | -0.032 |
| -0.138 | 0.059 |
| -0.029 | -0.072 |
| 0.143 | 0.098 |
| -0.347 | -0.052 |
| 0.319 | 0.063 |
| -0.184 | 0.032 |
| -0.050 | -0.059 |
| -0.297 | -0.017 |
| -0.213 | -0.097 |
| -0.178 | -0.020 |
| -0.171 | -0.040 |
| -0.201 | 0.008 |
| 0.267 | -0.002 |
| -0.098 | 0.091 |
| 0.063 | 0.031 |
| -0.238 | -0.021 |
| -0.166 | 0.095 |
| -0.015 | 0.064 |
| -0.006 | 0.046 |
| -0.164 | 0.058 |
| 0.354 | 0.037 |
| 0.320 | -0.049 |
| -0.107 | 0.030 |
| -0.042 | -0.021 |
| -0.234 | 0.122 |
| 0.355 | 0.062 |
| -0.053 | -0.057 |
| -0.141 | 0.035 |
| 0.178 | -0.085 |
| 0.240 | 0.088 |
| 0.241 | -0.132 |
| -0.140 | -0.137 |
| -0.227 | 0.122 |
| 0.253 | 0.027 |
| -0.347 | -0.052 |
| -0.060 | 0.031 |
| 0.198 | 0.041 |
| 0.229 | -0.007 |
| -0.075 | -0.153 |
| -0.196 | 0.103 |
| -0.228 | 0.197 |
| -0.240 | 0.034 |
| 0.181 | 0.108 |
| -0.243 | -0.023 |
| 0.541 | 0.062 |
| 0.220 | 0.045 |
| -0.033 | -0.030 |
| 0.327 | 0.056 |
| 0.274 | 0.082 |
| 0.212 | 0.004 |
| 0.001 | -0.112 |
| 0.191 | 0.026 |
| -0.277 | 0.067 |
| 0.186 | 0.039 |
| 0.029 | -0.105 |
| 0.231 | 0.086 |
| -0.007 | -0.145 |
| 0.222 | -0.023 |
| -0.126 | 0.008 |
| 0.111 | 0.098 |
| 0.043 | 0.025 |
| 0.146 | -0.022 |
| 0.003 | 0.023 |
| 0.021 | 0.010 |
| -0.157 | 0.023 |
| -0.101 | -0.068 |
| -0.254 | 0.039 |
| 0.052 | -0.132 |
| 0.212 | 0.004 |
| 0.222 | -0.098 |
| 0.336 | 0.052 |
| -0.082 | 0.121 |
| -0.069 | 0.123 |
| 0.449 | 0.084 |
| 0.314 | -0.136 |
| 0.363 | 0.062 |
| -0.004 | -0.069 |
| -0.107 | 0.026 |
| 0.010 | -0.010 |
| 0.233 | 0.061 |
| -0.073 | 0.078 |
| -0.304 | 0.004 |
| -0.183 | 0.085 |
| 0.218 | 0.089 |
| -0.027 | 0.087 |
| 0.382 | -0.001 |
| -0.191 | 0.000 |
| -0.008 | 0.118 |
| -0.259 | 0.099 |
| -0.063 | -0.029 |
| -0.174 | -0.037 |
| 0.117 | 0.165 |
| -0.306 | 0.079 |
| -0.347 | -0.052 |
| -0.093 | -0.022 |
| -0.264 | 0.114 |
| -0.280 | -0.076 |
| 0.156 | -0.088 |
| -0.121 | 0.078 |
| 0.125 | -0.002 |
| -0.208 | 0.060 |
| 0.284 | -0.077 |
| -0.165 | 0.115 |
| -0.131 | 0.038 |
| 0.154 | 0.094 |
| 0.033 | 0.088 |
| -0.003 | 0.022 |
| 0.041 | 0.213 |
| 0.036 | 0.221 |
| 0.319 | 0.042 |
| 0.020 | 0.095 |
| -0.036 | 0.162 |
| 0.363 | 0.042 |
| -0.304 | 0.004 |
| -0.069 | 0.011 |
| -0.010 | 0.164 |
| -0.169 | -0.048 |
| -0.347 | -0.052 |
| -0.257 | 0.094 |
| 0.321 | -0.001 |
| -0.285 | -0.059 |
| 0.107 | -0.085 |
| -0.154 | -0.100 |
| -0.285 | -0.059 |
| -0.145 | -0.123 |
| -0.064 | 0.029 |
| -0.165 | -0.061 |
| -0.167 | -0.058 |
| -0.231 | -0.041 |
| -0.219 | -0.083 |
| -0.087 | 0.050 |
| 0.042 | -0.049 |
| -0.078 | -0.143 |
| -0.347 | -0.052 |
| -0.055 | -0.017 |
| -0.094 | 0.010 |
| 0.190 | -0.020 |
| -0.179 | 0.187 |
| -0.091 | -0.045 |
| -0.262 | 0.039 |
| -0.184 | 0.089 |
| 0.053 | -0.014 |
| -0.140 | 0.133 |
| -0.134 | 0.008 |
| 0.032 | -0.090 |
| -0.055 | -0.017 |
| 0.211 | -0.036 |
| -0.167 | -0.045 |
| -0.347 | -0.052 |
| -0.071 | -0.137 |
| -0.109 | 0.107 |
| 0.310 | -0.122 |
| -0.238 | -0.041 |
| 0.149 | -0.006 |
| -0.132 | 0.069 |
| 0.072 | -0.175 |
| 0.039 | -0.073 |
| 0.277 | 0.056 |
| 0.423 | 0.133 |
| 0.036 | 0.125 |
| 0.382 | 0.105 |
| 0.285 | -0.077 |
| 0.331 | 0.039 |
| -0.216 | -0.093 |
| -0.082 | 0.033 |
| 0.065 | 0.056 |
| 0.187 | 0.009 |
| 0.032 | -0.036 |
| -0.033 | -0.118 |
| 0.363 | 0.042 |
| -0.235 | -0.024 |
| 0.120 | -0.086 |
| -0.070 | -0.069 |
| 0.338 | -0.019 |
| -0.161 | -0.058 |
| 0.130 | -0.036 |
| -0.189 | -0.006 |
| 0.137 | -0.094 |
| 0.056 | 0.073 |
| 0.020 | 0.095 |
| -0.101 | 0.183 |
| 0.224 | -0.071 |
| -0.262 | 0.039 |
| -0.219 | -0.083 |
| 0.139 | 0.036 |
| -0.254 | 0.082 |
| 0.387 | 0.130 |
| 0.354 | 0.042 |
| 0.391 | -0.001 |
| 0.424 | 0.035 |
| 0.115 | 0.141 |
| -0.210 | 0.063 |
| 0.451 | 0.009 |
| 0.129 | -0.133 |
| 0.331 | -0.019 |
| 0.175 | 0.094 |
| -0.114 | -0.012 |
| 0.273 | -0.043 |
| 0.015 | -0.053 |
| 0.204 | -0.141 |
| -0.026 | 0.046 |
| 0.105 | -0.021 |
| 0.261 | -0.137 |
| 0.288 | -0.074 |
| 0.124 | -0.117 |
| 0.275 | -0.158 |
| 0.258 | -0.120 |
| 0.319 | 0.042 |
| -0.207 | -0.116 |
| 0.397 | -0.028 |
| -0.347 | -0.052 |
| 0.024 | -0.017 |
| 0.309 | 0.020 |
| 0.310 | -0.122 |
| 0.182 | 0.023 |
| 0.397 | 0.131 |
| 0.301 | -0.020 |
| 0.042 | -0.110 |
| -0.115 | -0.026 |
| -0.280 | -0.076 |
| 0.353 | -0.067 |
| 0.278 | 0.075 |
| -0.037 | 0.023 |
| 0.462 | -0.025 |
| -0.219 | -0.083 |
| 0.293 | 0.021 |
| 0.114 | -0.092 |
| 0.487 | 0.041 |
| 0.054 | -0.063 |
| 0.034 | -0.030 |
| -0.136 | 0.056 |
| 0.008 | -0.002 |
| 0.311 | -0.102 |
| 0.072 | 0.022 |
| -0.219 | -0.083 |
| 0.121 | -0.133 |
| -0.149 | -0.005 |
| -0.054 | -0.016 |
| -0.238 | -0.041 |
| -0.103 | -0.087 |
| 0.331 | -0.019 |
| -0.030 | -0.084 |
| 0.124 | -0.117 |
| 0.237 | -0.106 |
| -0.123 | -0.026 |
| 0.227 | -0.043 |
| 0.451 | 0.009 |
| 0.221 | -0.054 |
| 0.086 | -0.158 |
| 0.276 | 0.103 |
| -0.182 | -0.021 |
| -0.151 | -0.103 |
| -0.081 | -0.140 |
| -0.028 | -0.018 |
| 0.371 | 0.105 |
| 0.064 | 0.028 |
| -0.257 | 0.025 |
| 0.423 | 0.058 |
| -0.037 | -0.013 |
| 0.050 | -0.076 |
| 0.192 | -0.036 |
| 0.160 | 0.101 |
| 0.421 | 0.001 |
| -0.089 | -0.072 |
| -0.032 | -0.013 |
| -0.305 | -0.016 |
| 0.209 | 0.018 |
| -0.015 | 0.007 |
| -0.001 | 0.011 |
| 0.078 | -0.090 |
| -0.219 | -0.083 |
| -0.055 | -0.025 |
| -0.157 | -0.081 |
| -0.244 | -0.044 |
| 0.251 | -0.009 |
| 0.178 | 0.001 |
| 0.139 | -0.054 |
| 0.291 | 0.044 |
| 0.414 | 0.039 |
| 0.408 | -0.046 |
| -0.037 | -0.085 |
| 0.169 | 0.050 |
| -0.215 | 0.080 |
| 0.073 | 0.058 |
| 0.421 | 0.017 |
| 0.100 | -0.061 |
| 0.359 | -0.057 |
| 0.329 | -0.062 |
| 0.115 | 0.027 |
| 0.179 | 0.111 |
| 0.283 | -0.097 |
| -0.076 | -0.120 |
| -0.072 | 0.039 |
| 0.260 | 0.106 |
| 0.122 | 0.091 |
| -0.016 | 0.132 |
| 0.079 | -0.168 |
| -0.189 | -0.002 |
| 0.202 | 0.070 |
| 0.237 | -0.007 |
| -0.212 | 0.138 |
| -0.319 | 0.031 |
| 0.460 | -0.042 |
| -0.041 | 0.106 |
| 0.338 | -0.019 |
| -0.034 | 0.074 |
| 0.067 | 0.180 |
| 0.010 | 0.171 |
| -0.093 | -0.085 |
| -0.191 | 0.000 |
| -0.143 | 0.110 |
| -0.175 | -0.017 |
| -0.161 | 0.082 |
| 0.039 | 0.034 |
| -0.227 | 0.122 |
| 0.245 | -0.014 |
| -0.244 | -0.044 |
| 0.117 | -0.116 |
| -0.021 | -0.072 |
| -0.168 | 0.098 |
| 0.165 | 0.051 |
| 0.062 | 0.003 |
| -0.215 | -0.066 |
| -0.219 | -0.083 |
| 0.307 | 0.125 |
| -0.186 | -0.080 |
| 0.174 | -0.101 |
| -0.110 | -0.090 |
| -0.084 | -0.107 |
| 0.093 | -0.033 |
| 0.077 | -0.077 |
| 0.482 | 0.018 |
| -0.188 | 0.015 |
| -0.218 | 0.006 |
| -0.044 | 0.097 |
| -0.123 | 0.151 |
| -0.028 | 0.142 |
| 0.153 | -0.004 |
| 0.273 | 0.089 |
| 0.390 | 0.097 |
| 0.120 | 0.043 |
| 0.075 | 0.010 |
| 0.455 | -0.004 |
| -0.156 | 0.098 |
| 0.524 | 0.074 |
| 0.256 | 0.100 |
| -0.199 | -0.040 |
| -0.024 | 0.094 |
| -0.285 | -0.059 |
| 0.082 | -0.056 |
| -0.023 | 0.128 |
| 0.168 | 0.162 |
| -0.178 | 0.095 |
| 0.045 | -0.047 |
| -0.010 | 0.168 |
| -0.086 | 0.186 |
| -0.347 | -0.052 |
| -0.031 | 0.228 |
| 0.385 | -0.123 |
| 0.155 | -0.049 |
| 0.157 | 0.156 |
| 0.091 | 0.114 |
| -0.129 | -0.105 |
| 0.090 | -0.038 |
| 0.132 | -0.068 |
| 0.056 | 0.215 |
| 0.240 | 0.088 |
| 0.066 | 0.049 |
| 0.321 | 0.083 |
| -0.108 | -0.048 |
| 0.260 | 0.003 |
| 0.008 | 0.014 |
| -0.094 | 0.030 |
| -0.135 | 0.083 |
| -0.019 | 0.035 |
| 0.087 | -0.078 |
| -0.189 | 0.086 |
| -0.205 | 0.121 |
| -0.093 | 0.176 |
| -0.110 | 0.028 |
| 0.207 | 0.090 |
| 0.338 | -0.165 |
| 0.145 | 0.045 |
| 0.073 | 0.011 |
| 0.311 | -0.102 |
| -0.037 | 0.129 |
| 0.460 | 0.090 |
| 0.062 | -0.036 |
| -0.122 | 0.008 |
| -0.242 | -0.003 |
| 0.054 | 0.074 |
| 0.133 | 0.069 |
| 0.038 | 0.109 |
| -0.035 | 0.010 |
| 0.037 | 0.109 |
| -0.012 | 0.135 |
| 0.076 | -0.018 |
| -0.083 | -0.103 |
| 0.096 | 0.118 |
| -0.041 | -0.112 |
| 0.176 | 0.128 |
| 0.154 | -0.108 |
| 0.153 | -0.179 |
| -0.068 | -0.020 |
| -0.136 | 0.014 |
| -0.112 | 0.067 |
| 0.325 | 0.023 |
| 0.089 | 0.156 |
| 0.107 | 0.056 |
| 0.034 | 0.034 |
| 0.103 | 0.046 |
| 0.271 | -0.066 |
| 0.299 | -0.061 |
| -0.193 | 0.032 |
| -0.238 | 0.067 |
| 0.108 | -0.015 |
| -0.079 | 0.114 |
| -0.127 | -0.012 |
| -0.169 | -0.048 |
| -0.157 | 0.044 |
| 0.003 | 0.122 |
| -0.033 | 0.002 |
| 0.059 | -0.007 |
| -0.072 | 0.010 |
| 0.269 | -0.012 |
| -0.183 | 0.054 |
| -0.212 | 0.070 |
| -0.139 | 0.025 |
| -0.158 | -0.045 |
| -0.169 | -0.048 |
| -0.099 | -0.045 |
| -0.111 | 0.137 |
| 0.338 | -0.019 |
| -0.098 | -0.067 |
| -0.160 | 0.098 |
| -0.174 | -0.058 |
| -0.269 | 0.067 |
| -0.227 | -0.024 |
| -0.038 | -0.072 |
| -0.205 | 0.050 |
| 0.217 | -0.056 |
| -0.150 | 0.131 |
| 0.313 | 0.037 |
| -0.176 | -0.044 |
| -0.071 | 0.028 |
| -0.093 | 0.176 |
| -0.178 | -0.020 |
| -0.188 | 0.015 |
| -0.227 | 0.122 |
| -0.111 | 0.087 |
| -0.319 | 0.031 |
| -0.223 | 0.020 |
| -0.227 | 0.122 |
| 0.019 | 0.075 |
| -0.150 | -0.039 |
| 0.142 | 0.002 |
| 0.178 | 0.009 |
| -0.153 | 0.159 |
| -0.074 | 0.038 |
| -0.102 | 0.051 |
| 0.214 | -0.073 |
| 0.087 | 0.157 |
| 0.014 | -0.073 |
| 0.075 | 0.130 |
| 0.228 | 0.190 |
| 0.066 | 0.255 |
| -0.144 | 0.023 |
| -0.157 | 0.193 |
| -0.235 | -0.024 |
| -0.199 | -0.040 |
| 0.083 | 0.031 |
| 0.095 | 0.033 |
| -0.171 | 0.043 |
| 0.162 | -0.108 |
| -0.144 | 0.128 |
| 0.172 | 0.087 |
| 0.150 | -0.074 |
| -0.207 | -0.116 |
| 0.085 | 0.060 |
| -0.243 | -0.023 |
| 0.163 | 0.097 |
| -0.119 | 0.018 |
| 0.125 | 0.050 |
| -0.020 | 0.026 |
| -0.156 | 0.098 |
| 0.233 | -0.132 |
| 0.090 | 0.081 |
| -0.174 | 0.035 |
| -0.089 | -0.072 |
| 0.266 | 0.002 |
| -0.216 | 0.155 |
| 0.063 | -0.080 |
| 0.042 | -0.110 |
| 0.264 | 0.001 |
| -0.095 | 0.057 |
| -0.299 | 0.058 |
| -0.157 | -0.005 |
| -0.136 | -0.005 |
| -0.142 | -0.129 |
| 0.374 | 0.111 |
| -0.022 | 0.053 |
| -0.087 | -0.120 |
| 0.227 | 0.061 |
| -0.206 | 0.158 |
| -0.201 | 0.099 |
| 0.093 | -0.097 |
| 0.073 | 0.105 |
| -0.102 | 0.017 |
| 0.065 | 0.226 |
| -0.141 | 0.035 |
| -0.005 | 0.014 |
| -0.238 | -0.041 |
| 0.380 | 0.016 |
| -0.215 | 0.060 |
| -0.136 | 0.026 |
| 0.053 | 0.054 |
| 0.067 | 0.073 |
| -0.151 | 0.067 |
| 0.147 | 0.085 |
| -0.227 | 0.122 |
| 0.142 | 0.127 |
| -0.078 | 0.025 |
| 0.188 | -0.134 |
| -0.280 | -0.076 |
| -0.029 | 0.060 |
| -0.211 | 0.043 |
| 0.050 | 0.070 |
| -0.266 | -0.056 |
| -0.116 | 0.098 |
| 0.023 | 0.197 |
| -0.157 | -0.005 |
| -0.043 | 0.145 |
| 0.183 | 0.100 |
| 0.034 | 0.125 |
| -0.097 | 0.061 |
| 0.104 | 0.098 |
| -0.149 | 0.036 |
| 0.035 | 0.041 |
| -0.038 | -0.043 |
| 0.505 | 0.031 |
| 0.272 | -0.063 |
| -0.077 | 0.053 |
| -0.170 | -0.041 |
| -0.242 | 0.042 |
| 0.255 | 0.046 |
| -0.282 | -0.001 |
| -0.228 | 0.197 |
| 0.124 | -0.117 |
| 0.195 | 0.107 |
| -0.057 | 0.174 |
| 0.174 | -0.065 |
| -0.057 | 0.109 |
| 0.088 | -0.068 |
| -0.347 | -0.052 |
| -0.235 | -0.024 |
| -0.305 | -0.016 |
| -0.054 | 0.038 |
| -0.155 | -0.028 |
| -0.211 | 0.043 |
| -0.026 | -0.105 |
| -0.093 | 0.009 |
| -0.014 | -0.160 |
| -0.127 | -0.012 |
| 0.170 | -0.128 |
| 0.179 | -0.065 |
| 0.383 | -0.068 |
| -0.031 | -0.105 |
| -0.053 | 0.161 |
| -0.024 | -0.092 |
| -0.217 | 0.135 |
| 0.239 | -0.085 |
| -0.078 | 0.005 |
| 0.270 | -0.010 |
| 0.370 | 0.055 |
| 0.310 | -0.122 |
| 0.139 | -0.169 |
| 0.034 | -0.089 |
| -0.177 | -0.047 |
| -0.285 | -0.059 |
| 0.278 | 0.174 |
| -0.016 | -0.065 |
| 0.107 | -0.091 |
| -0.090 | 0.091 |
| 0.083 | -0.083 |
| 0.231 | -0.078 |
| 0.166 | -0.085 |
| 0.475 | 0.022 |
| -0.127 | -0.012 |
| -0.125 | -0.022 |
| 0.345 | -0.009 |
| 0.055 | 0.131 |
| -0.237 | 0.051 |
| 0.046 | 0.070 |
| 0.407 | -0.046 |
| -0.127 | -0.012 |
| -0.007 | -0.145 |
| 0.281 | 0.141 |
| 0.114 | 0.006 |
| 0.034 | 0.142 |
| 0.096 | 0.118 |
| 0.298 | 0.095 |
| 0.162 | -0.060 |
| -0.018 | 0.087 |
| 0.189 | 0.110 |
| -0.208 | 0.145 |
| 0.135 | 0.022 |
| 0.187 | 0.008 |
| -0.009 | 0.184 |
| 0.133 | -0.111 |
| -0.285 | -0.059 |
| 0.399 | 0.012 |
| -0.102 | -0.067 |
| -0.159 | -0.017 |
| -0.020 | -0.083 |
| 0.097 | 0.021 |
| 0.059 | 0.019 |
| -0.036 | 0.149 |
| 0.078 | -0.019 |
| 0.130 | -0.100 |
| 0.017 | 0.086 |
| 0.233 | 0.061 |
| 0.098 | -0.044 |
| -0.139 | -0.012 |
| -0.082 | 0.078 |
| 0.070 | -0.005 |
| -0.347 | -0.052 |
| 0.324 | 0.020 |
| -0.125 | 0.225 |
| 0.117 | 0.084 |
| -0.033 | 0.016 |
| -0.004 | -0.158 |
| -0.259 | 0.099 |
| -0.347 | -0.052 |
| -0.177 | -0.047 |
| 0.192 | -0.038 |
| -0.016 | 0.127 |
| 0.392 | 0.002 |
| 0.025 | 0.074 |
| 0.266 | -0.069 |
| -0.193 | 0.012 |
| -0.127 | 0.141 |
| -0.321 | 0.106 |
| -0.210 | 0.063 |
| 0.014 | -0.073 |
| 0.040 | -0.109 |
| 0.232 | 0.031 |
| 0.021 | -0.037 |
| -0.025 | 0.090 |
| 0.232 | 0.136 |
| 0.011 | 0.106 |
| 0.411 | 0.031 |
| 0.134 | 0.177 |
| -0.299 | 0.074 |
| 0.260 | -0.158 |
| 0.004 | -0.057 |
| 0.159 | 0.110 |
| 0.238 | 0.085 |
| -0.051 | -0.006 |
| -0.153 | -0.095 |
| 0.028 | 0.183 |
| 0.281 | 0.102 |
| 0.140 | -0.025 |
| 0.139 | 0.052 |
| 0.031 | 0.149 |
| -0.070 | 0.100 |
| -0.276 | 0.087 |
| 0.410 | 0.022 |
| 0.131 | -0.032 |
| 0.179 | 0.041 |
| 0.204 | 0.051 |
| -0.089 | -0.072 |
| 0.189 | -0.133 |
| -0.081 | -0.110 |
| 0.265 | -0.048 |
| 0.443 | -0.031 |
| 0.123 | -0.101 |
| 0.451 | 0.009 |
| 0.125 | 0.046 |
| 0.243 | -0.102 |
| 0.052 | 0.060 |
| 0.271 | 0.066 |
| 0.075 | 0.089 |
| 0.295 | -0.083 |
| 0.196 | -0.141 |
| -0.016 | -0.056 |
| 0.451 | 0.114 |
| 0.139 | 0.009 |
| 0.125 | -0.018 |
| 0.294 | 0.041 |
| 0.241 | 0.041 |
| 0.027 | -0.057 |
| 0.267 | -0.015 |
| 0.087 | -0.156 |
| -0.011 | 0.147 |
| 0.228 | -0.010 |
| 0.423 | -0.074 |
| 0.359 | -0.057 |
| 0.375 | -0.133 |
| 0.260 | -0.022 |
| 0.541 | 0.062 |
| 0.157 | -0.058 |
| -0.031 | -0.105 |
| 0.110 | 0.081 |
| 0.208 | -0.050 |
| 0.232 | 0.036 |
| -0.168 | 0.050 |
| 0.352 | 0.039 |
| -0.055 | -0.141 |
| 0.114 | -0.109 |
| -0.147 | -0.087 |
| 0.268 | -0.158 |
| 0.231 | -0.078 |
| 0.301 | -0.064 |
| -0.208 | 0.061 |
| -0.196 | 0.131 |
| 0.068 | 0.035 |
| 0.066 | -0.014 |
| -0.081 | -0.140 |
| 0.053 | 0.016 |
| 0.338 | -0.019 |
| 0.022 | -0.047 |
| -0.156 | 0.015 |
| -0.210 | 0.063 |
| -0.161 | 0.046 |
| -0.171 | -0.061 |
| 0.089 | 0.082 |
| -0.165 | 0.024 |
| -0.070 | 0.116 |
| 0.233 | 0.061 |
| 0.116 | 0.064 |
| 0.295 | -0.051 |
| 0.012 | 0.120 |
| -0.087 | 0.152 |
| 0.019 | -0.041 |
| 0.157 | -0.058 |
| 0.128 | -0.022 |
| -0.277 | 0.067 |
| 0.395 | 0.016 |
| -0.012 | 0.074 |
| -0.165 | 0.200 |
| 0.232 | 0.054 |
| -0.165 | 0.115 |
| -0.141 | 0.035 |
| -0.119 | -0.008 |
| -0.018 | 0.087 |
| 0.243 | 0.024 |
| 0.213 | 0.116 |
| -0.117 | 0.045 |
| 0.244 | 0.113 |
| -0.095 | -0.088 |
| 0.177 | 0.026 |
| -0.045 | -0.002 |
| 0.247 | 0.123 |
| 0.300 | -0.105 |
| 0.126 | 0.042 |
| 0.107 | -0.056 |
| 0.274 | -0.022 |
| 0.162 | 0.172 |
| 0.399 | 0.077 |
| 0.091 | -0.010 |
| 0.254 | 0.113 |
| 0.087 | 0.085 |
| -0.280 | -0.076 |
| -0.257 | 0.025 |
| -0.031 | 0.070 |
| -0.136 | 0.023 |
| 0.026 | -0.077 |
| -0.243 | -0.023 |
| 0.187 | 0.060 |
| -0.185 | 0.157 |
| -0.227 | 0.122 |
| -0.067 | -0.094 |
| -0.076 | -0.085 |
| 0.097 | 0.223 |
| -0.297 | -0.017 |
| -0.202 | -0.096 |
| 0.165 | 0.051 |
| -0.240 | -0.013 |
| -0.098 | -0.101 |
| -0.181 | -0.002 |
| -0.015 | -0.085 |
| 0.071 | -0.069 |
| 0.075 | 0.061 |
| 0.005 | -0.050 |
| 0.402 | 0.165 |
| -0.062 | -0.018 |
| 0.099 | 0.179 |
| 0.283 | 0.095 |
| -0.099 | 0.071 |
| 0.007 | 0.229 |
| 0.177 | -0.088 |
| 0.054 | 0.006 |
| -0.128 | 0.035 |
| -0.176 | -0.027 |
| -0.215 | -0.089 |
| 0.403 | -0.013 |
| 0.041 | -0.002 |
| 0.056 | -0.116 |
| 0.114 | 0.006 |
| -0.078 | -0.143 |
| -0.019 | 0.162 |
| -0.037 | 0.169 |
| -0.001 | -0.164 |
| 0.214 | -0.022 |
| -0.071 | 0.033 |
| 0.118 | 0.066 |
| -0.007 | 0.089 |
| -0.115 | 0.055 |
| 0.064 | 0.028 |
| 0.225 | 0.090 |
| 0.083 | 0.001 |
| 0.154 | -0.019 |
| -0.231 | -0.041 |
| 0.022 | -0.070 |
| 0.310 | -0.122 |
| 0.262 | 0.090 |
| -0.182 | 0.000 |
| 0.271 | 0.032 |
| -0.009 | 0.031 |
| 0.134 | -0.036 |
| 0.193 | 0.036 |
| -0.037 | 0.019 |
| 0.199 | 0.181 |
| 0.100 | -0.057 |
| 0.381 | -0.109 |
| -0.088 | -0.052 |
| 0.077 | -0.014 |
| 0.001 | 0.075 |
| 0.018 | -0.061 |
| 0.245 | -0.099 |
| 0.434 | 0.038 |
| -0.231 | -0.056 |
| -0.030 | -0.084 |
| 0.282 | -0.033 |
| 0.096 | 0.138 |
| -0.162 | -0.064 |
| -0.151 | -0.103 |
| -0.108 | 0.166 |
| 0.039 | 0.070 |
| 0.112 | 0.042 |
| -0.231 | -0.041 |
| 0.331 | -0.019 |
| 0.152 | 0.071 |
| -0.031 | -0.105 |
| -0.183 | 0.085 |
| 0.194 | 0.002 |
| 0.231 | 0.034 |
| -0.200 | 0.015 |
| -0.134 | 0.008 |
| -0.025 | -0.095 |
| -0.190 | 0.089 |
| -0.347 | -0.052 |
| -0.037 | 0.169 |
| 0.287 | 0.066 |
| 0.010 | -0.013 |
| -0.078 | -0.143 |
| -0.015 | -0.124 |
| -0.282 | -0.001 |
| 0.046 | -0.092 |
| -0.077 | 0.104 |
| 0.203 | 0.022 |
| -0.155 | 0.098 |
| -0.077 | 0.132 |
| 0.004 | 0.014 |
| -0.106 | 0.091 |
| -0.269 | 0.067 |
| -0.112 | 0.053 |
| -0.198 | 0.032 |
| 0.492 | 0.027 |
| 0.212 | -0.093 |
| -0.212 | 0.074 |
| -0.093 | 0.111 |
| 0.161 | -0.072 |
| -0.147 | -0.087 |
| -0.265 | -0.016 |
| -0.158 | 0.139 |
| 0.057 | 0.096 |
| 0.226 | -0.070 |
| 0.125 | -0.147 |
| 0.354 | 0.021 |
| 0.210 | 0.079 |
| -0.193 | 0.008 |
| 0.321 | 0.083 |
| 0.276 | 0.045 |
| -0.029 | 0.112 |
| -0.155 | -0.028 |
| -0.160 | 0.098 |
| -0.149 | 0.036 |
| 0.146 | 0.044 |
| -0.253 | 0.007 |
| -0.242 | -0.003 |
| -0.089 | 0.074 |
| -0.127 | -0.012 |
| -0.216 | 0.155 |
| 0.331 | -0.019 |
| -0.319 | 0.031 |
| 0.099 | 0.003 |
| -0.319 | 0.031 |
| -0.037 | -0.052 |
| -0.015 | 0.054 |
| -0.157 | -0.005 |
| -0.216 | -0.021 |
| 0.046 | -0.066 |
| -0.280 | -0.076 |
| 0.131 | -0.008 |
| -0.235 | -0.024 |
| 0.239 | 0.033 |
| -0.285 | -0.059 |
| 0.132 | 0.018 |
| 0.016 | 0.034 |
| 0.118 | -0.055 |
| 0.299 | 0.115 |
| 0.246 | 0.116 |
| -0.277 | 0.067 |
| 0.392 | -0.018 |
| -0.257 | 0.025 |
| 0.299 | 0.059 |
| -0.112 | 0.028 |
| 0.257 | 0.080 |
| -0.278 | 0.162 |
| 0.278 | -0.049 |
| 0.382 | -0.001 |
| 0.052 | 0.006 |
| 0.148 | 0.075 |
| 0.023 | 0.073 |
| 0.053 | 0.002 |
| 0.165 | -0.078 |
| 0.155 | 0.065 |
| -0.087 | -0.032 |
| 0.091 | -0.027 |
| -0.067 | -0.111 |
| -0.028 | 0.038 |
| 0.257 | 0.060 |
| 0.177 | 0.024 |
| -0.148 | -0.090 |
| 0.296 | 0.098 |
| -0.051 | 0.146 |
| -0.152 | 0.016 |
| -0.100 | 0.166 |
| 0.001 | 0.069 |
| -0.152 | 0.138 |
| -0.319 | 0.031 |
| 0.025 | 0.054 |
| 0.261 | -0.137 |
| -0.212 | 0.117 |
| 0.188 | 0.039 |
| 0.038 | 0.111 |
| -0.045 | 0.003 |
| -0.009 | 0.070 |
| 0.150 | -0.094 |
| -0.123 | 0.151 |
| -0.129 | 0.028 |
| -0.005 | 0.066 |
| -0.058 | 0.201 |
| -0.177 | -0.047 |
| 0.015 | 0.161 |
| -0.074 | 0.077 |
| 0.406 | 0.069 |
| 0.251 | 0.043 |
| 0.169 | -0.062 |
| 0.067 | -0.019 |
| -0.164 | -0.028 |
| -0.248 | 0.058 |
| 0.060 | -0.018 |
| -0.265 | 0.053 |
| -0.261 | -0.033 |
| -0.061 | 0.078 |
| 0.113 | 0.029 |
| -0.027 | 0.063 |
| -0.207 | -0.116 |
| -0.062 | 0.058 |
| 0.119 | 0.007 |
| -0.105 | -0.052 |
| -0.025 | 0.077 |
| 0.205 | 0.024 |
| 0.052 | -0.132 |
| -0.055 | 0.004 |
| -0.098 | 0.176 |
| 0.381 | 0.121 |
| 0.253 | 0.126 |
| 0.077 | -0.034 |
| -0.212 | -0.099 |
| -0.053 | -0.057 |
| -0.211 | -0.034 |
| 0.229 | 0.017 |
| 0.097 | 0.223 |
| -0.042 | 0.149 |
| 0.117 | -0.129 |
| -0.265 | 0.053 |
| -0.059 | 0.072 |
| -0.069 | -0.005 |
| -0.165 | 0.115 |
| 0.426 | -0.003 |
| -0.240 | -0.013 |
| -0.007 | 0.110 |
| -0.208 | 0.145 |
| 0.076 | -0.010 |
| -0.003 | 0.012 |
| -0.319 | 0.031 |
| -0.068 | 0.029 |
| 0.138 | 0.109 |
| -0.175 | 0.037 |
| -0.228 | 0.197 |
| -0.142 | 0.042 |
| -0.030 | 0.132 |
| -0.121 | -0.026 |
| -0.094 | 0.033 |
| -0.285 | -0.059 |
| 0.076 | -0.033 |
| 0.088 | -0.087 |
| 0.264 | 0.040 |
| -0.347 | -0.052 |
| -0.048 | -0.010 |
| -0.059 | -0.056 |
| -0.259 | 0.099 |
| 0.110 | 0.129 |
| -0.215 | 0.060 |
| -0.178 | 0.105 |
| 0.186 | 0.002 |
| -0.060 | -0.049 |
| -0.065 | 0.134 |
| 0.145 | 0.136 |
| 0.388 | 0.015 |
| 0.301 | 0.041 |
| -0.003 | 0.164 |
| -0.078 | -0.069 |
| -0.193 | 0.012 |
| -0.073 | -0.014 |
| 0.287 | -0.053 |
| 0.107 | -0.099 |
| -0.167 | -0.045 |
| 0.051 | -0.077 |
| -0.146 | -0.083 |
| -0.217 | 0.114 |
| -0.116 | 0.010 |
| 0.176 | 0.034 |
| -0.084 | 0.043 |
| -0.177 | -0.047 |
| 0.191 | 0.036 |
| -0.093 | 0.020 |
| -0.145 | -0.097 |
| -0.018 | -0.076 |
| 0.220 | -0.016 |
| -0.244 | -0.044 |
| -0.128 | -0.006 |
| 0.207 | 0.018 |
| -0.099 | -0.065 |
| -0.348 | 0.023 |
| 0.271 | 0.099 |
| -0.285 | -0.059 |
| 0.027 | -0.061 |
| 0.151 | 0.267 |
| -0.285 | -0.059 |
| 0.317 | 0.023 |
| 0.136 | -0.073 |
| -0.285 | -0.059 |
| -0.118 | 0.089 |
| 0.095 | 0.027 |
| 0.328 | 0.019 |
| 0.153 | 0.005 |
| -0.304 | 0.004 |
| -0.083 | -0.045 |
| 0.514 | -0.021 |
| 0.229 | -0.118 |
| 0.228 | -0.153 |
| 0.413 | -0.036 |
| 0.059 | -0.097 |
| 0.265 | -0.089 |
| 0.151 | -0.172 |
| 0.299 | -0.067 |
| -0.099 | -0.055 |
| -0.169 | -0.048 |
| -0.165 | -0.081 |
| 0.098 | -0.047 |
| -0.036 | -0.108 |
| -0.297 | -0.017 |
| -0.029 | 0.094 |
| -0.170 | -0.063 |
| 0.169 | 0.078 |
| -0.137 | 0.062 |
| -0.055 | -0.017 |
| -0.127 | -0.012 |
| 0.020 | -0.036 |
| 0.046 | 0.042 |
| -0.045 | 0.092 |
| 0.434 | 0.038 |
| 0.267 | -0.067 |
| 0.108 | -0.010 |
| 0.380 | -0.129 |
| 0.386 | 0.073 |
| -0.008 | -0.065 |
| -0.174 | -0.058 |
| 0.143 | -0.074 |
| -0.013 | 0.107 |
| 0.092 | -0.041 |
| -0.276 | 0.087 |
| -0.056 | 0.126 |
| -0.069 | -0.024 |
| 0.066 | 0.053 |
| 0.137 | -0.008 |
| -0.067 | 0.000 |
| -0.319 | 0.031 |
| 0.185 | -0.059 |
| -0.319 | 0.031 |
| 0.413 | -0.036 |
| -0.327 | -0.009 |
| -0.347 | -0.052 |
| -0.111 | 0.007 |
| 0.065 | 0.087 |
| -0.077 | 0.032 |
| -0.128 | 0.083 |
| 0.136 | 0.100 |
| 0.177 | 0.193 |
| -0.175 | 0.169 |
| 0.383 | 0.030 |
| 0.383 | 0.020 |
| -0.132 | 0.010 |
| -0.139 | -0.107 |
| -0.078 | -0.143 |
| 0.346 | -0.074 |
| -0.026 | -0.126 |
| -0.176 | -0.027 |
| -0.065 | -0.037 |
| -0.285 | -0.059 |
| 0.329 | 0.056 |
| 0.216 | -0.105 |
| 0.151 | 0.071 |
| -0.231 | -0.041 |
| 0.155 | 0.124 |
| 0.067 | 0.035 |
| -0.285 | -0.059 |
| 0.176 | -0.137 |
| 0.148 | 0.017 |
| 0.173 | -0.025 |
| 0.460 | 0.090 |
| 0.423 | -0.074 |
| -0.347 | -0.052 |
| 0.335 | 0.053 |
| 0.003 | 0.022 |
| 0.156 | -0.084 |
| 0.372 | -0.024 |
| -0.165 | -0.081 |
| 0.196 | -0.154 |
| -0.178 | -0.020 |
| -0.193 | 0.012 |
| -0.097 | -0.052 |
| 0.361 | -0.013 |
| -0.177 | -0.047 |
| -0.017 | -0.021 |
| 0.007 | -0.025 |
| 0.235 | -0.044 |
| 0.007 | -0.131 |
| 0.143 | -0.074 |
| 0.347 | -0.071 |
| -0.238 | -0.041 |
| -0.078 | -0.143 |
| -0.145 | -0.123 |
| -0.079 | -0.069 |
| 0.178 | -0.085 |
| -0.027 | -0.046 |
| -0.238 | -0.041 |
| 0.298 | 0.098 |
| 0.113 | 0.138 |
| -0.207 | -0.116 |
| 0.325 | -0.018 |
| -0.004 | 0.045 |
| 0.293 | -0.105 |
| 0.110 | -0.058 |
| -0.061 | -0.069 |
| 0.299 | -0.030 |
| 0.087 | -0.090 |
| -0.110 | -0.055 |
| 0.131 | 0.040 |
| -0.106 | 0.119 |
| 0.257 | -0.035 |
| -0.006 | 0.074 |
| -0.103 | -0.087 |
| 0.075 | -0.114 |
| 0.046 | 0.027 |
| -0.091 | -0.065 |
| -0.297 | -0.017 |
| 0.131 | 0.082 |
| -0.208 | 0.060 |
| -0.047 | -0.049 |
| -0.075 | -0.153 |
| 0.321 | 0.006 |
| -0.238 | 0.067 |
| -0.136 | 0.023 |
| 0.304 | 0.054 |
| 0.368 | -0.024 |
| -0.203 | 0.042 |
| -0.238 | -0.041 |
| 0.001 | 0.209 |
| 0.159 | -0.061 |
| 0.105 | 0.049 |
| -0.010 | -0.030 |
| 0.074 | 0.101 |
| -0.114 | 0.033 |
| -0.104 | 0.081 |
| 0.021 | 0.177 |
| -0.219 | -0.083 |
| -0.223 | 0.088 |
| -0.235 | -0.024 |
| -0.075 | -0.004 |
| 0.187 | -0.154 |
| 0.298 | 0.074 |
| 0.042 | 0.131 |
| -0.208 | 0.060 |
| -0.238 | -0.041 |
| 0.099 | 0.141 |
| -0.347 | -0.052 |
| 0.027 | -0.057 |
| -0.096 | -0.065 |
| -0.097 | -0.052 |
| -0.276 | 0.087 |
| 0.115 | -0.113 |
| 0.423 | -0.074 |
| -0.098 | 0.091 |
| -0.280 | -0.076 |
| -0.026 | -0.115 |
| -0.071 | -0.025 |
| 0.082 | -0.073 |
| -0.347 | -0.052 |
| -0.007 | -0.125 |
| -0.218 | -0.018 |
| -0.170 | 0.173 |
| -0.306 | 0.079 |
| 0.497 | -0.010 |
| -0.282 | -0.001 |
| 0.224 | 0.031 |
| 0.186 | 0.002 |
| 0.189 | 0.121 |
| -0.273 | -0.092 |
| -0.297 | -0.017 |
| -0.067 | -0.111 |
| 0.024 | 0.066 |
| -0.347 | -0.052 |
| -0.219 | -0.083 |
| -0.186 | 0.008 |
| 0.196 | -0.036 |
| -0.179 | 0.021 |
| 0.151 | -0.010 |
| -0.347 | -0.052 |
| -0.276 | 0.087 |
| -0.265 | -0.016 |
| -0.016 | -0.076 |
| -0.081 | 0.035 |
| 0.061 | 0.022 |
| -0.193 | 0.012 |
| -0.182 | -0.021 |
| 0.499 | 0.027 |
| -0.122 | 0.063 |
| 0.247 | -0.116 |
| 0.045 | 0.044 |
| -0.149 | 0.036 |
| -0.072 | 0.005 |
| -0.127 | -0.012 |
| 0.048 | -0.129 |
| 0.024 | 0.122 |
| -0.093 | -0.066 |
| 0.109 | 0.005 |
| -0.146 | 0.138 |
| -0.242 | -0.003 |
| -0.077 | -0.079 |
| 0.033 | 0.053 |
| -0.016 | -0.056 |
| 0.232 | 0.031 |
| 0.272 | -0.025 |
| -0.068 | -0.141 |
| -0.090 | -0.101 |
| -0.069 | 0.011 |
| 0.086 | 0.217 |
| -0.253 | 0.007 |
| -0.278 | 0.162 |
| -0.185 | 0.157 |
| -0.167 | 0.190 |
| 0.123 | 0.026 |
| -0.255 | 0.019 |
| -0.107 | -0.078 |
| -0.347 | -0.052 |
| -0.137 | 0.022 |
| -0.285 | 0.027 |
| -0.138 | 0.029 |
| 0.019 | -0.045 |
| 0.192 | -0.038 |
| -0.071 | -0.137 |
| 0.067 | -0.029 |
| -0.280 | -0.076 |
| -0.203 | 0.042 |
| 0.311 | -0.102 |
| 0.009 | -0.063 |
| 0.300 | 0.020 |
| -0.177 | -0.047 |
| 0.036 | 0.152 |
| -0.022 | -0.109 |
| 0.029 | -0.105 |
| 0.000 | 0.069 |
| 0.050 | 0.097 |
| -0.084 | 0.043 |
| -0.169 | -0.048 |
| -0.029 | 0.011 |
| 0.002 | -0.091 |
| 0.152 | 0.144 |
| 0.095 | 0.080 |
| 0.029 | -0.007 |
| 0.434 | -0.108 |
| -0.174 | 0.055 |
| 0.029 | 0.009 |
| -0.125 | -0.022 |
| -0.056 | 0.126 |
| -0.196 | 0.015 |
| 0.036 | -0.031 |
| 0.151 | -0.054 |
| -0.141 | 0.066 |
| -0.239 | 0.038 |
| -0.227 | -0.024 |
| -0.159 | -0.065 |
| -0.186 | 0.093 |
| 0.174 | 0.138 |
| -0.137 | -0.044 |
| -0.122 | -0.103 |
| -0.173 | -0.051 |
| -0.127 | -0.012 |
| -0.133 | -0.052 |
| -0.025 | -0.076 |
| 0.182 | -0.004 |
| 0.313 | 0.037 |
| -0.200 | 0.032 |
| -0.103 | -0.087 |
| 0.025 | 0.163 |
| -0.169 | -0.048 |
| 0.136 | -0.042 |
| 0.002 | 0.106 |
| 0.287 | -0.125 |
| 0.096 | -0.011 |
| 0.368 | 0.088 |
| 0.380 | 0.016 |
| 0.306 | -0.099 |
| 0.383 | 0.030 |
| 0.406 | 0.140 |
| 0.085 | 0.056 |
| 0.294 | 0.041 |
| 0.136 | -0.042 |
| 0.328 | -0.005 |
| -0.004 | -0.013 |
| -0.104 | 0.102 |
| 0.012 | -0.020 |
| 0.203 | -0.045 |
| -0.127 | -0.012 |
| -0.070 | 0.031 |
| -0.057 | -0.043 |
| -0.121 | 0.078 |
| 0.082 | 0.089 |
| 0.305 | -0.004 |
| 0.247 | -0.116 |
| 0.380 | -0.129 |
| 0.109 | -0.129 |
| -0.192 | 0.229 |
| 0.021 | -0.033 |
| 0.021 | -0.037 |
| -0.034 | -0.010 |
| -0.120 | -0.028 |
| -0.077 | 0.018 |
| -0.305 | -0.016 |
| 0.290 | -0.060 |
| 0.254 | 0.039 |
| 0.014 | 0.135 |
| -0.014 | -0.160 |
| -0.069 | 0.001 |
| 0.316 | -0.117 |
| 0.147 | 0.093 |
| -0.227 | 0.102 |
| -0.347 | -0.052 |
| -0.129 | 0.079 |
| 0.362 | -0.027 |
| -0.153 | 0.158 |
| 0.135 | 0.218 |
| -0.304 | 0.004 |
| 0.184 | 0.130 |
| 0.079 | -0.049 |
| -0.209 | 0.135 |
| -0.127 | -0.012 |
| 0.178 | 0.009 |
| -0.097 | -0.081 |
| -0.101 | -0.098 |
| 0.055 | 0.052 |
| 0.222 | 0.004 |
| 0.134 | 0.029 |
| -0.238 | -0.021 |
| -0.181 | -0.002 |
| -0.143 | 0.110 |
| -0.190 | 0.105 |
| 0.223 | -0.078 |
| -0.037 | 0.074 |
| -0.099 | 0.166 |
| 0.222 | -0.084 |
| -0.149 | 0.036 |
| 0.352 | 0.095 |
| -0.129 | 0.079 |
| 0.009 | 0.181 |
| 0.120 | -0.163 |
| 0.054 | 0.006 |
| 0.044 | 0.165 |
| 0.193 | -0.018 |
| 0.154 | 0.160 |
| -0.044 | -0.032 |
| -0.027 | 0.087 |
| -0.347 | -0.052 |
| -0.052 | -0.023 |
| 0.062 | 0.074 |
| -0.243 | -0.023 |
| -0.099 | 0.071 |
| 0.073 | 0.058 |
| -0.131 | 0.086 |
| -0.073 | -0.127 |
| -0.053 | -0.052 |
| 0.065 | -0.005 |
| 0.125 | -0.137 |
| -0.285 | 0.027 |
| -0.206 | 0.002 |
| -0.223 | 0.020 |
| -0.188 | 0.103 |
| 0.042 | -0.015 |
| 0.070 | 0.102 |
| -0.160 | 0.098 |
| 0.476 | 0.154 |
| 0.163 | 0.126 |
| -0.194 | 0.107 |
| -0.079 | 0.134 |
| -0.159 | -0.045 |
| 0.185 | 0.104 |
| -0.128 | 0.055 |
| 0.136 | 0.106 |
| -0.003 | 0.008 |
| -0.254 | 0.039 |
| -0.092 | 0.075 |
| 0.423 | -0.074 |
| -0.127 | -0.012 |
| 0.308 | -0.048 |
| 0.180 | 0.067 |
| 0.164 | 0.007 |
| 0.078 | -0.053 |
| -0.113 | 0.008 |
| -0.012 | -0.102 |
| -0.121 | 0.083 |
| -0.136 | 0.023 |
| 0.001 | 0.030 |
| -0.165 | 0.115 |
| 0.325 | -0.123 |
| 0.013 | 0.058 |
| -0.208 | 0.060 |
| -0.269 | 0.067 |
| -0.067 | 0.060 |
| 0.027 | -0.051 |
| -0.054 | -0.009 |
| -0.118 | -0.068 |
| -0.229 | 0.177 |
| -0.227 | 0.102 |
| -0.015 | -0.092 |
| 0.488 | 0.145 |
| 0.083 | 0.102 |
| 0.056 | 0.047 |
| 0.069 | -0.026 |
| 0.128 | -0.026 |
| 0.321 | 0.037 |
| 0.224 | -0.057 |
| -0.059 | -0.043 |
| 0.089 | 0.001 |
| 0.111 | 0.014 |
| -0.053 | -0.032 |
| -0.280 | -0.076 |
| -0.219 | -0.083 |
| 0.061 | -0.073 |
| -0.181 | -0.002 |
| 0.088 | -0.041 |
| -0.219 | -0.083 |
| -0.125 | 0.011 |
| -0.092 | -0.066 |
| 0.338 | -0.165 |
| 0.139 | -0.169 |
| -0.140 | -0.103 |
| 0.268 | -0.158 |
| 0.048 | -0.073 |
| -0.127 | -0.140 |
| -0.097 | -0.052 |
| -0.201 | -0.100 |
| -0.071 | -0.137 |
| 0.108 | -0.129 |
| 0.322 | -0.136 |
| 0.265 | -0.069 |
| -0.066 | -0.091 |
| 0.079 | -0.168 |
| 0.204 | -0.141 |
| 0.524 | 0.074 |
| 0.206 | 0.154 |
| 0.186 | 0.084 |
| 0.451 | 0.009 |
| 0.030 | -0.055 |
| 0.071 | -0.069 |
| 0.060 | -0.130 |
| -0.122 | 0.008 |
| -0.036 | -0.102 |
| 0.165 | -0.106 |
| 0.085 | -0.041 |
| 0.061 | 0.022 |
| 0.041 | -0.129 |
| 0.354 | 0.037 |
| -0.174 | 0.055 |
| 0.185 | 0.045 |
| 0.477 | -0.053 |
| 0.298 | 0.145 |
| 0.407 | 0.086 |
| 0.064 | -0.029 |
| 0.336 | 0.052 |
| 0.347 | -0.091 |
| 0.115 | 0.071 |
| 0.270 | -0.118 |
| 0.333 | -0.066 |
| 0.380 | 0.016 |
| -0.276 | 0.087 |
| -0.096 | 0.081 |
| -0.119 | -0.004 |
| 0.269 | 0.062 |
| -0.074 | -0.120 |
| 0.114 | 0.026 |
| 0.191 | 0.006 |
| -0.029 | 0.094 |
| -0.238 | -0.041 |
| -0.276 | 0.087 |
| 0.151 | -0.172 |
| 0.220 | -0.095 |
| 0.164 | -0.037 |
| 0.057 | -0.017 |
| -0.319 | 0.031 |
| 0.108 | -0.129 |
| -0.079 | 0.094 |
| -0.191 | 0.085 |
| -0.139 | 0.053 |
| -0.127 | -0.012 |
| -0.072 | 0.154 |
| 0.202 | -0.018 |
| -0.271 | 0.141 |
| -0.047 | 0.101 |
| -0.005 | 0.107 |
| -0.227 | 0.102 |
| 0.027 | 0.152 |
| 0.095 | -0.011 |
| -0.069 | 0.031 |
| 0.066 | 0.216 |
| -0.078 | 0.049 |
| -0.199 | -0.040 |
| -0.279 | -0.072 |
| 0.029 | -0.037 |
| -0.219 | -0.083 |
| -0.182 | -0.051 |
| -0.216 | -0.093 |
| -0.285 | -0.059 |
| 0.014 | 0.062 |
| -0.010 | -0.143 |
| -0.347 | -0.052 |
| -0.230 | -0.037 |
| 0.077 | -0.073 |
| -0.283 | -0.069 |
| -0.233 | -0.034 |
| 0.215 | -0.160 |
| -0.304 | 0.004 |
| -0.240 | -0.013 |
| -0.163 | 0.105 |
| -0.070 | 0.031 |
| 0.052 | 0.042 |
| -0.177 | -0.047 |
| 0.051 | -0.072 |
| -0.243 | -0.023 |
| 0.255 | 0.025 |
| -0.078 | -0.143 |
| 0.290 | 0.038 |
| -0.305 | -0.016 |
| 0.227 | 0.081 |
| 0.051 | 0.107 |
| 0.268 | 0.034 |
| -0.074 | 0.134 |
| 0.026 | -0.001 |
| 0.004 | 0.218 |
| -0.034 | -0.042 |
| -0.066 | 0.093 |
| -0.101 | -0.068 |
| 0.270 | 0.011 |
| -0.177 | -0.020 |
| -0.020 | 0.012 |
| 0.180 | 0.143 |
| 0.403 | 0.043 |
| -0.149 | 0.036 |
| 0.286 | -0.118 |
| 0.240 | -0.014 |
| -0.094 | 0.091 |
| -0.173 | 0.051 |
| -0.280 | -0.076 |
| -0.233 | 0.050 |
| -0.253 | 0.007 |
| 0.086 | -0.077 |
| 0.288 | -0.023 |
| 0.375 | -0.021 |
| -0.180 | 0.144 |
| -0.055 | -0.017 |
| 0.150 | 0.094 |
| -0.219 | -0.083 |
| -0.071 | 0.066 |
| 0.083 | -0.033 |
| -0.348 | 0.023 |
| -0.037 | 0.169 |
| 0.159 | -0.061 |
| 0.061 | 0.042 |
| -0.089 | 0.065 |
| 0.146 | 0.105 |
| -0.104 | -0.032 |
| -0.165 | 0.115 |
| -0.280 | -0.076 |
| -0.093 | -0.098 |
| -0.075 | 0.148 |
| 0.310 | -0.011 |
| 0.064 | -0.131 |
| -0.025 | 0.057 |
| 0.246 | 0.016 |
| 0.112 | -0.143 |
| -0.006 | 0.037 |
| 0.073 | 0.105 |
| 0.271 | 0.001 |
| -0.074 | -0.104 |
| -0.092 | 0.088 |
| -0.278 | 0.162 |
| 0.077 | 0.123 |
| -0.075 | -0.004 |
| -0.059 | -0.056 |
| 0.249 | 0.036 |
| -0.280 | -0.076 |
| -0.219 | -0.083 |
| 0.127 | 0.120 |
| 0.170 | 0.090 |
| 0.188 | 0.059 |
| -0.144 | 0.043 |
| -0.348 | 0.023 |
| -0.171 | -0.007 |
| 0.195 | 0.002 |
| -0.285 | -0.059 |
| 0.060 | 0.089 |
| 0.067 | 0.054 |
| 0.244 | 0.050 |
| 0.188 | -0.134 |
| -0.227 | 0.122 |
| 0.112 | -0.027 |
| 0.214 | -0.075 |
| 0.147 | -0.076 |
| -0.159 | -0.045 |
| -0.017 | -0.076 |
| -0.128 | 0.099 |
| -0.086 | 0.155 |
| 0.275 | 0.108 |
| 0.439 | 0.122 |
| 0.031 | 0.141 |
| -0.235 | -0.024 |
| -0.100 | -0.036 |
| 0.190 | -0.015 |
| 0.009 | -0.063 |
| -0.111 | 0.224 |
| 0.406 | 0.041 |
| -0.074 | 0.124 |
| -0.054 | 0.171 |
| -0.037 | -0.085 |
| 0.026 | 0.046 |
| -0.189 | -0.006 |
| -0.219 | -0.083 |
| -0.002 | -0.108 |
| 0.044 | 0.165 |
| 0.300 | -0.084 |
| 0.205 | 0.079 |
| -0.100 | -0.045 |
| -0.305 | -0.016 |
| -0.285 | -0.059 |
| -0.127 | -0.012 |
| -0.144 | 0.056 |
| 0.023 | -0.013 |
| 0.541 | 0.062 |
| 0.235 | -0.048 |
| 0.300 | -0.105 |
| 0.143 | -0.074 |
| 0.101 | 0.112 |
| 0.056 | 0.099 |
| 0.310 | 0.004 |
| 0.029 | 0.013 |
| -0.128 | 0.099 |
| -0.243 | -0.023 |
| 0.119 | -0.140 |
| -0.092 | 0.111 |
| 0.053 | 0.138 |
| 0.014 | -0.073 |
| 0.221 | -0.101 |
| -0.013 | 0.054 |
| 0.071 | 0.124 |
| 0.045 | 0.015 |
| -0.319 | 0.031 |
| 0.232 | -0.105 |
| -0.145 | -0.123 |
| -0.063 | -0.018 |
| -0.067 | 0.000 |
| -0.231 | -0.041 |
| 0.423 | -0.074 |
| -0.304 | 0.004 |
| -0.018 | 0.087 |
| -0.123 | 0.054 |
| -0.073 | -0.127 |
| -0.095 | -0.088 |
| 0.206 | -0.040 |
| 0.289 | -0.050 |
| 0.081 | 0.197 |
| -0.149 | -0.005 |
| -0.003 | 0.056 |
| 0.160 | 0.101 |
| 0.151 | 0.190 |
| -0.018 | 0.087 |
| 0.231 | 0.011 |
| 0.091 | 0.114 |
| 0.040 | 0.046 |
| -0.160 | 0.098 |
| 0.086 | -0.158 |
| -0.238 | -0.041 |
| -0.240 | 0.034 |
| -0.124 | 0.001 |
| 0.033 | -0.079 |
| -0.176 | 0.017 |
| -0.097 | 0.023 |
| -0.013 | 0.107 |
| 0.110 | 0.010 |
| 0.076 | 0.005 |
| -0.010 | 0.049 |
| 0.027 | -0.057 |
| 0.085 | -0.013 |
| 0.518 | 0.050 |
| 0.371 | 0.034 |
| 0.307 | 0.056 |
| 0.120 | -0.106 |
| 0.380 | 0.016 |
| 0.188 | 0.064 |
| -0.280 | -0.076 |
| 0.090 | -0.094 |
| 0.433 | 0.003 |
| 0.008 | -0.127 |
| 0.072 | 0.027 |
| 0.217 | 0.062 |
| 0.106 | -0.132 |
| 0.477 | -0.053 |
| 0.108 | -0.129 |
| 0.268 | -0.158 |
| 0.451 | 0.009 |
| 0.487 | 0.041 |
| 0.458 | 0.098 |
| 0.101 | -0.109 |
| -0.223 | 0.020 |
| 0.193 | -0.018 |
| -0.134 | 0.020 |
| -0.237 | -0.017 |
| -0.276 | 0.087 |
| -0.210 | -0.083 |
| -0.347 | -0.052 |
| 0.056 | -0.125 |
| -0.183 | 0.005 |
| -0.221 | -0.076 |
| -0.235 | -0.024 |
| 0.121 | 0.062 |
| -0.235 | -0.024 |
| -0.243 | -0.023 |
| 0.118 | -0.054 |
| -0.273 | -0.092 |
| -0.265 | 0.053 |
| -0.211 | 0.006 |
| -0.219 | -0.083 |
| -0.211 | -0.034 |
| 0.189 | 0.044 |
| -0.037 | -0.042 |
| -0.140 | -0.137 |
| -0.191 | 0.002 |
| -0.254 | 0.039 |
| 0.024 | -0.050 |
| -0.042 | -0.030 |
| 0.470 | 0.052 |
| -0.115 | 0.011 |
| 0.032 | 0.125 |
| -0.029 | -0.081 |
| -0.079 | 0.094 |
| 0.034 | 0.116 |
| -0.193 | 0.117 |
| 0.176 | -0.001 |
| -0.107 | 0.026 |
| -0.142 | 0.124 |
| 0.251 | 0.006 |
| 0.196 | -0.045 |
| -0.092 | 0.055 |
| -0.224 | -0.020 |
| -0.235 | -0.024 |
| 0.086 | -0.064 |
| 0.054 | 0.022 |
| -0.028 | 0.118 |
| 0.183 | 0.035 |
| 0.241 | -0.105 |
| 0.338 | -0.019 |
| 0.320 | -0.022 |
| 0.208 | -0.155 |
| 0.524 | 0.074 |
| 0.036 | 0.019 |
| 0.301 | 0.041 |
| 0.039 | 0.043 |
| 0.182 | 0.009 |
| -0.201 | 0.134 |
| -0.167 | -0.028 |
| 0.261 | -0.137 |
| -0.031 | 0.077 |
| -0.117 | 0.058 |
| 0.240 | -0.058 |
| 0.434 | 0.038 |
| -0.347 | -0.052 |
| 0.045 | 0.117 |
| -0.280 | -0.076 |
| -0.052 | -0.024 |
| 0.391 | 0.076 |
| 0.201 | 0.038 |
| -0.279 | -0.072 |
| 0.111 | 0.108 |
| 0.248 | -0.092 |
| 0.337 | -0.009 |
| 0.140 | 0.073 |
| 0.204 | -0.072 |
| -0.104 | -0.018 |
| 0.104 | -0.074 |
| -0.014 | 0.114 |
| -0.206 | 0.158 |
| 0.209 | -0.026 |
| -0.033 | -0.069 |
| -0.189 | -0.006 |
| 0.420 | 0.166 |
| 0.160 | -0.091 |
| 0.389 | 0.095 |
| 0.063 | 0.005 |
| -0.030 | 0.087 |
| 0.111 | 0.093 |
| 0.435 | -0.088 |
| 0.387 | 0.202 |
| 0.174 | 0.202 |
| -0.073 | -0.123 |
| -0.117 | -0.010 |
| -0.093 | -0.098 |
| 0.169 | -0.007 |
| 0.148 | 0.176 |
| -0.087 | -0.120 |
| -0.280 | -0.076 |
| -0.026 | -0.118 |
| -0.283 | -0.069 |
| -0.100 | -0.077 |
| 0.101 | -0.109 |
| -0.005 | -0.015 |
| -0.090 | 0.045 |
| -0.027 | -0.118 |
| 0.295 | 0.062 |
| 0.030 | -0.026 |
| -0.219 | 0.002 |
| 0.196 | -0.154 |
| 0.223 | 0.083 |
| 0.392 | -0.018 |
| 0.338 | -0.019 |
| 0.216 | 0.099 |
| -0.177 | -0.047 |
| -0.035 | 0.054 |
| -0.276 | 0.087 |
| 0.230 | -0.061 |
| 0.321 | 0.037 |
| -0.193 | 0.032 |
| 0.150 | -0.074 |
| -0.151 | -0.103 |
| -0.123 | 0.001 |
| -0.193 | 0.012 |
| -0.063 | -0.029 |
| -0.277 | 0.026 |
| 0.117 | -0.038 |
| -0.319 | 0.031 |
| 0.169 | 0.007 |
| 0.379 | 0.013 |
| 0.541 | 0.062 |
| -0.146 | 0.050 |
| 0.449 | -0.028 |
| -0.191 | 0.035 |
| 0.073 | -0.149 |
| 0.252 | 0.016 |
| 0.088 | 0.163 |
| 0.318 | 0.134 |
| 0.178 | -0.085 |
| 0.018 | -0.121 |
| -0.079 | -0.120 |
| 0.217 | 0.117 |
| -0.018 | 0.015 |
| 0.272 | -0.063 |
| 0.019 | -0.101 |
| 0.423 | -0.074 |
| -0.198 | 0.022 |
| 0.314 | -0.136 |
| 0.310 | -0.011 |
| 0.392 | 0.002 |
| 0.136 | -0.042 |
| 0.288 | -0.115 |
| -0.101 | 0.146 |
| 0.434 | -0.108 |
| -0.112 | -0.033 |
| 0.187 | 0.114 |
| 0.157 | 0.054 |
| -0.033 | 0.078 |
| -0.242 | -0.003 |
| 0.095 | 0.132 |
| 0.215 | -0.070 |
| 0.380 | 0.016 |
| 0.011 | -0.069 |
| 0.462 | -0.025 |
| -0.319 | 0.031 |
| 0.401 | -0.067 |
| -0.235 | -0.024 |
| 0.300 | 0.020 |
| 0.380 | 0.016 |
| 0.095 | 0.098 |
| 0.004 | 0.014 |
| 0.256 | 0.060 |
| 0.127 | -0.029 |
| 0.175 | 0.007 |
| -0.087 | 0.094 |
| 0.219 | -0.037 |
| 0.423 | -0.074 |
| -0.047 | -0.041 |
| 0.074 | -0.036 |
| -0.090 | -0.068 |
| 0.460 | 0.090 |
| 0.380 | -0.129 |
| 0.053 | 0.093 |
| 0.451 | 0.009 |
| 0.073 | -0.060 |
| -0.238 | 0.067 |
| -0.227 | 0.122 |
| 0.347 | -0.020 |
| -0.136 | 0.056 |
| -0.105 | 0.016 |
| 0.096 | 0.062 |
| -0.173 | 0.115 |
| 0.008 | -0.161 |
| -0.148 | 0.015 |
| 0.006 | 0.048 |
| -0.034 | 0.058 |
| -0.105 | -0.052 |
| 0.141 | -0.076 |
| 0.338 | -0.019 |
| 0.105 | 0.128 |
| -0.053 | -0.052 |
| -0.253 | 0.007 |
| -0.100 | -0.078 |
| -0.219 | -0.083 |
| 0.073 | 0.040 |
| -0.232 | 0.034 |
| 0.298 | 0.074 |
| 0.093 | 0.143 |
| 0.460 | 0.090 |
| -0.142 | 0.005 |
| -0.169 | -0.048 |
| -0.280 | -0.076 |
| -0.055 | 0.195 |
| -0.014 | -0.122 |
| -0.031 | 0.070 |
| -0.011 | 0.077 |
| -0.227 | 0.122 |
| 0.031 | -0.034 |
| 0.457 | 0.094 |
| 0.080 | -0.070 |
| 0.204 | -0.052 |
| 0.154 | -0.013 |
| 0.180 | 0.061 |
| -0.027 | -0.059 |
| 0.503 | 0.106 |
| -0.239 | 0.054 |
| 0.016 | -0.063 |
| -0.098 | -0.101 |
| 0.497 | 0.082 |
| 0.281 | 0.082 |
| 0.185 | 0.134 |
| -0.173 | 0.115 |
| 0.336 | 0.147 |
| 0.048 | -0.100 |
| -0.068 | 0.081 |
| -0.014 | 0.182 |
| 0.271 | 0.086 |
| 0.169 | 0.060 |
| -0.004 | 0.064 |
| -0.231 | -0.041 |
| -0.004 | 0.096 |
| 0.072 | -0.175 |
| 0.076 | 0.025 |
| -0.070 | 0.031 |
| 0.146 | 0.065 |
| -0.029 | 0.073 |
| 0.211 | -0.125 |
| -0.109 | -0.030 |
| 0.048 | -0.129 |
| -0.255 | 0.015 |
| -0.347 | -0.052 |
| 0.116 | -0.009 |
| 0.056 | 0.101 |
| -0.070 | 0.063 |
| -0.103 | 0.006 |
| 0.339 | -0.025 |
| -0.076 | 0.052 |
| -0.219 | -0.083 |
| -0.221 | 0.010 |
| 0.104 | -0.074 |
| -0.227 | 0.122 |
| 0.286 | -0.083 |
| 0.131 | -0.002 |
| -0.171 | 0.043 |
| 0.120 | 0.198 |
| -0.103 | -0.087 |
| -0.327 | -0.009 |
| 0.336 | 0.052 |
| -0.285 | 0.027 |
| 0.296 | -0.081 |
| -0.182 | -0.051 |
| 0.161 | -0.085 |
| 0.310 | -0.122 |
| -0.285 | -0.059 |
| -0.347 | -0.052 |
| 0.073 | -0.172 |
| 0.068 | -0.026 |
| 0.120 | -0.133 |
| 0.243 | -0.082 |
| 0.008 | 0.109 |
| 0.127 | -0.019 |
| 0.487 | 0.041 |
| 0.477 | -0.053 |
| 0.130 | 0.011 |
| 0.122 | 0.042 |
| 0.317 | -0.092 |
| -0.304 | 0.004 |
| -0.162 | -0.064 |
| 0.114 | -0.022 |
| -0.206 | 0.002 |
| -0.159 | -0.065 |
| -0.231 | -0.041 |
| -0.305 | -0.016 |
| -0.044 | 0.112 |
| -0.188 | 0.015 |
| -0.304 | 0.004 |
| -0.028 | -0.078 |
| -0.211 | 0.043 |
| 0.236 | -0.001 |
| -0.177 | -0.047 |
| -0.103 | 0.173 |
| 0.115 | 0.056 |
| 0.212 | 0.046 |
| -0.146 | 0.050 |
| 0.222 | -0.035 |
| -0.182 | -0.051 |
| -0.028 | -0.108 |
| 0.352 | 0.137 |
| -0.136 | 0.023 |
| -0.124 | 0.138 |
| -0.183 | 0.085 |
| -0.149 | -0.005 |
| -0.269 | 0.067 |
| -0.028 | 0.067 |
| 0.116 | 0.161 |
| -0.016 | 0.097 |
| 0.524 | 0.074 |
| -0.215 | -0.089 |
| 0.094 | 0.147 |
| -0.092 | 0.009 |
| -0.285 | -0.059 |
| -0.157 | -0.081 |
| 0.235 | 0.129 |
| -0.074 | 0.100 |
| 0.302 | -0.065 |
| 0.357 | 0.004 |
| 0.307 | 0.056 |
| 0.400 | 0.059 |
| 0.117 | 0.046 |
| 0.338 | -0.039 |
| 0.003 | -0.103 |
| 0.168 | 0.053 |
| 0.248 | -0.096 |
| -0.018 | 0.087 |
| 0.116 | 0.161 |
| 0.272 | 0.141 |
| -0.184 | 0.015 |
| -0.164 | -0.061 |
| 0.139 | -0.169 |
| -0.213 | -0.063 |
| 0.131 | -0.111 |
| 0.125 | -0.147 |
| 0.183 | -0.112 |
| 0.041 | 0.006 |
| 0.193 | -0.075 |
| -0.177 | -0.047 |
| -0.149 | -0.113 |
| -0.248 | 0.038 |
| -0.219 | -0.083 |
| -0.137 | -0.117 |
| -0.249 | 0.024 |
| -0.141 | -0.101 |
| -0.138 | -0.113 |
| -0.304 | 0.004 |
| -0.215 | -0.089 |
| -0.165 | -0.031 |
| -0.138 | -0.103 |
| -0.156 | -0.048 |
| -0.177 | -0.047 |
| -0.203 | -0.093 |
| -0.152 | -0.061 |
| -0.233 | -0.034 |
| -0.219 | -0.083 |
| -0.219 | -0.083 |
| 0.049 | -0.109 |
| -0.102 | -0.067 |
| -0.109 | 0.082 |
| 0.094 | 0.047 |
| 0.160 | 0.162 |
| 0.050 | 0.041 |
| -0.108 | -0.048 |
| -0.280 | -0.076 |
| 0.134 | 0.082 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| -0.297 | -0.017 |
| 0.361 | 0.043 |
| -0.121 | 0.067 |
| 0.111 | 0.093 |
| 0.128 | -0.046 |
| 0.491 | -0.033 |
| 0.370 | 0.055 |
| 0.434 | -0.108 |
| -0.215 | 0.060 |
| 0.058 | -0.060 |
| -0.111 | -0.041 |
| -0.285 | -0.059 |
| -0.169 | -0.043 |
| -0.044 | -0.080 |
| -0.280 | -0.076 |
| 0.044 | -0.112 |
| -0.304 | 0.004 |
| -0.211 | 0.002 |
| 0.241 | -0.109 |
| 0.270 | -0.019 |
| 0.109 | -0.129 |
| -0.092 | -0.094 |
| 0.258 | -0.021 |
| 0.380 | -0.129 |
| 0.212 | -0.020 |
| 0.309 | -0.028 |
| 0.208 | 0.022 |
| 0.380 | 0.016 |
| 0.309 | -0.092 |
| 0.220 | -0.060 |
| 0.200 | -0.090 |
| -0.297 | -0.017 |
| 0.434 | -0.108 |
| -0.067 | 0.021 |
| 0.385 | -0.123 |
| -0.219 | 0.002 |
| -0.055 | -0.021 |
| -0.157 | -0.005 |
| -0.319 | 0.031 |
| 0.272 | -0.063 |
| -0.099 | 0.023 |
| 0.201 | -0.137 |
| 0.185 | -0.079 |
| -0.285 | -0.059 |
| 0.322 | -0.136 |
| 0.175 | -0.081 |
| 0.263 | -0.144 |
| 0.482 | 0.038 |
| 0.469 | 0.127 |
| 0.278 | -0.162 |
| 0.057 | 0.080 |
| 0.428 | -0.003 |
| 0.197 | -0.045 |
| 0.347 | 0.140 |
| -0.219 | -0.083 |
| -0.269 | 0.110 |
| -0.304 | 0.004 |
| -0.063 | -0.029 |
| 0.399 | -0.104 |
| -0.002 | 0.152 |
| -0.008 | -0.065 |
| -0.033 | -0.069 |
| -0.238 | -0.041 |
| 0.150 | -0.074 |
| -0.141 | 0.121 |
| 0.271 | 0.086 |
| 0.380 | 0.016 |
| 0.400 | -0.087 |
| -0.062 | 0.130 |
| 0.315 | 0.060 |
| -0.013 | 0.087 |
| 0.082 | 0.166 |
| -0.071 | 0.066 |
| 0.056 | 0.056 |
| 0.039 | 0.088 |
| -0.084 | 0.152 |
| 0.457 | -0.029 |
| -0.126 | 0.093 |
| 0.228 | -0.064 |
| 0.255 | 0.097 |
| -0.106 | 0.091 |
| -0.086 | 0.134 |
| 0.212 | 0.123 |
| 0.286 | 0.062 |
| -0.063 | 0.039 |
| 0.121 | 0.022 |
| 0.023 | -0.061 |
| 0.270 | -0.089 |
| 0.363 | 0.042 |
| 0.272 | 0.141 |
| -0.159 | -0.045 |
| 0.013 | 0.096 |
| -0.161 | 0.101 |
| 0.108 | 0.085 |
| 0.003 | -0.041 |
| 0.068 | 0.042 |
| 0.089 | 0.074 |
| -0.210 | 0.063 |
| 0.169 | 0.141 |
| -0.053 | 0.072 |
| -0.101 | 0.146 |
| 0.417 | 0.048 |
| 0.230 | -0.098 |
| 0.044 | -0.112 |
| 0.130 | 0.053 |
| 0.370 | 0.013 |
| -0.035 | 0.026 |
| -0.015 | 0.097 |
| 0.054 | 0.006 |
| 0.163 | -0.031 |
| 0.443 | -0.031 |
| 0.020 | 0.150 |
| 0.022 | -0.053 |
| 0.121 | 0.110 |
| -0.319 | 0.031 |
| -0.085 | 0.019 |
| 0.451 | 0.009 |
| -0.055 | -0.087 |
| 0.136 | 0.148 |
| 0.065 | 0.127 |
| -0.141 | 0.035 |
| 0.370 | 0.013 |
| -0.125 | -0.022 |
| -0.089 | 0.094 |
| 0.406 | 0.069 |
| 0.058 | 0.086 |
| 0.433 | 0.113 |
| 0.154 | 0.137 |
| 0.398 | 0.134 |
| 0.093 | 0.085 |
| -0.019 | 0.114 |
| -0.038 | 0.133 |
| 0.243 | 0.112 |
| -0.186 | 0.232 |
| 0.324 | 0.003 |
| -0.035 | 0.115 |
| 0.082 | -0.044 |
| 0.050 | 0.144 |
| 0.125 | 0.011 |
| -0.078 | -0.143 |
| -0.085 | -0.009 |
| 0.249 | 0.080 |
| 0.221 | -0.030 |
| -0.347 | -0.052 |
| -0.120 | 0.027 |
| 0.052 | 0.034 |
| -0.143 | -0.133 |
| 0.101 | -0.109 |
| -0.001 | 0.045 |
| -0.219 | -0.083 |
| -0.125 | -0.080 |
| -0.068 | -0.141 |
| -0.041 | -0.069 |
| -0.116 | 0.010 |
| 0.004 | -0.049 |
| 0.012 | 0.027 |
| -0.041 | -0.112 |
| -0.304 | 0.004 |
| -0.070 | 0.031 |
| -0.262 | 0.090 |
| 0.083 | 0.031 |
| -0.028 | 0.006 |
| -0.071 | 0.028 |
| 0.099 | -0.061 |
| -0.319 | 0.031 |
| 0.201 | -0.137 |
| 0.259 | 0.017 |
| 0.385 | -0.123 |
| 0.362 | -0.027 |
| 0.165 | -0.084 |
| 0.123 | 0.145 |
| -0.169 | -0.048 |
| -0.267 | 0.035 |
| -0.176 | -0.027 |
| -0.219 | -0.083 |
| -0.100 | 0.075 |
| -0.031 | -0.105 |
| 0.056 | -0.093 |
| -0.101 | -0.068 |
| -0.097 | -0.052 |
| 0.194 | -0.117 |
| 0.098 | -0.061 |
| -0.164 | -0.061 |
| -0.304 | 0.004 |
| -0.108 | -0.091 |
| 0.055 | -0.052 |
| -0.254 | 0.039 |
| -0.018 | -0.105 |
| 0.150 | -0.074 |
| -0.304 | 0.004 |
| -0.242 | -0.003 |
| 0.173 | 0.101 |
| 0.003 | -0.109 |
| 0.200 | 0.036 |
| 0.141 | 0.001 |
| 0.128 | 0.038 |
| 0.024 | -0.049 |
| -0.078 | 0.025 |
| 0.151 | -0.094 |
| -0.018 | -0.076 |
| -0.199 | -0.040 |
| 0.070 | -0.168 |
| -0.196 | 0.015 |
| -0.285 | -0.059 |
| 0.097 | -0.057 |
| -0.285 | -0.059 |
| 0.190 | 0.005 |
| 0.064 | -0.054 |
| -0.016 | 0.009 |
| 0.111 | -0.075 |
| 0.115 | -0.025 |
| -0.120 | 0.027 |
| 0.093 | -0.058 |
| -0.174 | 0.055 |
| 0.088 | -0.058 |
| -0.060 | 0.031 |
| -0.168 | 0.098 |
| 0.097 | 0.078 |
| 0.058 | -0.164 |
| -0.006 | -0.148 |
| -0.327 | -0.009 |
| 0.208 | -0.091 |
| -0.012 | 0.051 |
| 0.325 | 0.023 |
| 0.358 | 0.076 |
| 0.128 | 0.023 |
| -0.102 | -0.042 |
| 0.363 | -0.084 |
| -0.008 | 0.089 |
| -0.149 | 0.036 |
| 0.228 | 0.025 |
| 0.365 | 0.010 |
| -0.045 | 0.085 |
| 0.052 | 0.013 |
| 0.035 | 0.031 |
| -0.327 | -0.009 |
| -0.002 | -0.092 |
| 0.212 | -0.017 |
| -0.269 | 0.067 |
| 0.191 | 0.036 |
| 0.505 | 0.031 |
| 0.011 | -0.069 |
| -0.207 | -0.116 |
| -0.051 | -0.029 |
| -0.009 | -0.029 |
| -0.327 | -0.009 |
| -0.347 | -0.052 |
| -0.082 | 0.110 |
| -0.014 | -0.160 |
| 0.351 | -0.070 |
| 0.451 | 0.009 |
| 0.190 | 0.091 |
| 0.288 | -0.074 |
| 0.332 | 0.049 |
| 0.118 | -0.010 |
| -0.007 | -0.056 |
| 0.127 | -0.097 |
| -0.156 | -0.048 |
| -0.162 | 0.173 |
| -0.194 | 0.107 |
| 0.016 | -0.083 |
| 0.134 | -0.018 |
| -0.164 | -0.061 |
| 0.061 | 0.067 |
| -0.116 | -0.010 |
| -0.017 | -0.071 |
| -0.012 | 0.093 |
| -0.253 | 0.007 |
| -0.213 | 0.002 |
| 0.262 | 0.089 |
| 0.259 | 0.114 |
| 0.222 | 0.079 |
| 0.019 | 0.018 |
| -0.133 | 0.046 |
| 0.168 | 0.075 |
| 0.113 | 0.029 |
| 0.117 | -0.004 |
| 0.236 | 0.099 |
| 0.159 | 0.031 |
| 0.187 | -0.154 |
| 0.045 | 0.022 |
| 0.302 | -0.105 |
| 0.308 | 0.129 |
| 0.353 | -0.067 |
| -0.036 | 0.042 |
| -0.058 | -0.042 |
| 0.389 | -0.035 |
| 0.058 | 0.122 |
| 0.221 | 0.004 |
| -0.269 | 0.067 |
| -0.285 | 0.027 |
| -0.054 | 0.101 |
| 0.158 | -0.114 |
| 0.280 | -0.021 |
| -0.219 | -0.083 |
| 0.354 | 0.148 |
| 0.233 | 0.061 |
| -0.169 | -0.048 |
| -0.327 | -0.009 |
| 0.058 | -0.126 |
| -0.347 | -0.052 |
| -0.179 | -0.061 |
| 0.167 | 0.055 |
| -0.177 | -0.047 |
| -0.238 | -0.041 |
| -0.347 | -0.052 |
| -0.053 | -0.052 |
| -0.143 | -0.133 |
| 0.195 | 0.136 |
| 0.157 | -0.056 |
| 0.140 | -0.002 |
| -0.117 | -0.010 |
| 0.378 | -0.062 |
| -0.118 | -0.044 |
| 0.198 | -0.076 |
| 0.056 | 0.111 |
| 0.322 | -0.015 |
| 0.098 | 0.009 |
| 0.188 | -0.134 |
| 0.222 | -0.081 |
| 0.159 | -0.023 |
| 0.072 | 0.004 |
| 0.064 | -0.131 |
| 0.016 | -0.083 |
| -0.028 | -0.010 |
| -0.103 | -0.028 |
| -0.193 | 0.032 |
| 0.101 | -0.109 |
| 0.317 | -0.092 |
| -0.024 | 0.063 |
| -0.285 | -0.059 |
| -0.097 | 0.085 |
| -0.074 | 0.060 |
| -0.269 | 0.067 |
| -0.135 | -0.120 |
| 0.094 | 0.193 |
| 0.320 | -0.062 |
| -0.159 | -0.065 |
| -0.243 | -0.023 |
| -0.171 | -0.040 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.285 | -0.059 |
| -0.285 | -0.059 |
| -0.285 | -0.059 |
| -0.285 | -0.059 |
| -0.347 | -0.052 |
| 0.014 | 0.119 |
| -0.196 | 0.094 |
| -0.037 | -0.085 |
| -0.229 | -0.047 |
| -0.285 | -0.059 |
| -0.097 | -0.052 |
| -0.347 | -0.052 |
| 0.229 | -0.118 |
| -0.347 | -0.052 |
| 0.081 | 0.069 |
| 0.232 | 0.105 |
| 0.032 | 0.122 |
| -0.081 | -0.140 |
| -0.177 | 0.020 |
| -0.055 | -0.047 |
| 0.122 | 0.084 |
| -0.250 | 0.109 |
| 0.187 | 0.030 |
| 0.198 | 0.072 |
| 0.420 | 0.004 |
| 0.057 | -0.096 |
| 0.101 | -0.109 |
| -0.040 | -0.048 |
| -0.164 | -0.028 |
| 0.020 | 0.099 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.215 | -0.066 |
| -0.227 | 0.122 |
| -0.150 | -0.039 |
| -0.146 | 0.050 |
| -0.140 | -0.137 |
| 0.147 | 0.018 |
| 0.189 | -0.133 |
| -0.171 | 0.043 |
| 0.071 | 0.045 |
| -0.017 | -0.127 |
| 0.259 | -0.015 |
| -0.145 | -0.123 |
| -0.254 | 0.039 |
| -0.094 | 0.079 |
| -0.285 | 0.027 |
| -0.084 | 0.043 |
| 0.129 | -0.133 |
| -0.107 | 0.030 |
| 0.128 | 0.127 |
| -0.215 | 0.060 |
| -0.107 | 0.030 |
| -0.219 | -0.083 |
| -0.166 | 0.095 |
| -0.226 | -0.055 |
| 0.000 | 0.089 |
| 0.011 | -0.069 |
| 0.047 | -0.122 |
| 0.271 | 0.001 |
| -0.127 | -0.012 |
| -0.142 | -0.021 |
| 0.328 | 0.019 |
| -0.095 | -0.088 |
| -0.347 | -0.052 |
| -0.096 | 0.065 |
| -0.163 | 0.037 |
| 0.009 | 0.181 |
| -0.053 | -0.002 |
| -0.278 | 0.162 |
| -0.280 | -0.076 |
| 0.018 | -0.060 |
| 0.070 | 0.006 |
| 0.023 | 0.092 |
| -0.109 | 0.077 |
| 0.061 | 0.132 |
| -0.120 | 0.208 |
| 0.355 | 0.062 |
| -0.228 | 0.070 |
| -0.231 | -0.041 |
| -0.078 | -0.143 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| -0.235 | -0.024 |
| -0.297 | -0.017 |
| -0.066 | -0.091 |
| -0.297 | -0.017 |
| -0.043 | -0.104 |
| -0.145 | -0.123 |
| -0.209 | -0.080 |
| -0.027 | -0.118 |
| -0.145 | -0.123 |
| -0.177 | -0.047 |
| -0.140 | -0.137 |
| 0.024 | 0.096 |
| 0.301 | 0.041 |
| 0.316 | 0.033 |
| -0.093 | -0.035 |
| 0.187 | 0.171 |
| 0.391 | 0.077 |
| 0.091 | 0.216 |
| 0.298 | 0.095 |
| 0.298 | 0.018 |
| 0.179 | -0.065 |
| -0.056 | 0.130 |
| -0.161 | 0.078 |
| -0.052 | 0.113 |
| 0.355 | 0.062 |
| -0.185 | 0.126 |
| -0.177 | -0.047 |
| -0.347 | -0.052 |
| -0.277 | 0.067 |
| -0.145 | -0.097 |
| -0.348 | 0.023 |
| 0.425 | 0.055 |
| 0.098 | 0.162 |
| 0.160 | -0.054 |
| -0.066 | -0.013 |
| 0.132 | -0.137 |
| -0.347 | -0.052 |
| 0.180 | 0.091 |
| 0.146 | 0.061 |
| 0.292 | 0.070 |
| 0.192 | -0.038 |
| -0.255 | 0.019 |
| -0.285 | -0.059 |
| -0.011 | -0.070 |
| -0.194 | -0.020 |
| -0.122 | 0.069 |
| 0.390 | 0.097 |
| -0.002 | 0.100 |
| 0.130 | 0.046 |
| -0.010 | -0.002 |
| 0.314 | -0.105 |
| -0.278 | 0.162 |
| 0.385 | 0.003 |
| 0.311 | -0.102 |
| -0.086 | 0.186 |
| -0.238 | -0.021 |
| -0.201 | -0.100 |
| -0.203 | -0.093 |
| -0.022 | -0.093 |
| -0.064 | 0.086 |
| -0.234 | 0.122 |
| 0.172 | 0.108 |
| 0.045 | -0.112 |
| 0.026 | 0.168 |
| -0.016 | -0.056 |
| 0.107 | 0.115 |
| -0.217 | 0.135 |
| -0.347 | -0.052 |
| 0.242 | -0.132 |
| 0.349 | 0.041 |
| 0.099 | -0.018 |
| 0.146 | -0.077 |
| -0.126 | 0.008 |
| -0.088 | -0.052 |
| -0.285 | -0.059 |
| 0.087 | -0.067 |
| 0.300 | -0.105 |
| -0.176 | -0.027 |
| 0.311 | -0.102 |
| 0.365 | -0.081 |
| -0.238 | -0.021 |
| 0.109 | -0.129 |
| 0.409 | -0.026 |
| 0.103 | -0.038 |
| -0.238 | -0.041 |
| 0.157 | -0.037 |
| -0.087 | -0.084 |
| -0.261 | -0.033 |
| 0.017 | -0.003 |
| -0.348 | 0.023 |
| -0.319 | 0.031 |
| -0.032 | -0.064 |
| -0.262 | 0.039 |
| -0.215 | 0.060 |
| -0.066 | -0.124 |
| -0.280 | -0.076 |
| -0.127 | -0.012 |
| 0.248 | 0.067 |
| -0.140 | -0.103 |
| -0.157 | -0.005 |
| 0.014 | -0.073 |
| 0.099 | -0.061 |
| -0.171 | 0.112 |
| 0.244 | -0.096 |
| -0.097 | -0.052 |
| -0.188 | 0.018 |
| -0.175 | -0.024 |
| -0.219 | -0.083 |
| -0.212 | -0.099 |
| 0.256 | 0.038 |
| -0.279 | -0.072 |
| -0.154 | -0.100 |
| -0.347 | -0.052 |
| -0.219 | -0.083 |
| -0.280 | -0.076 |
| -0.209 | -0.109 |
| -0.266 | -0.056 |
| 0.017 | -0.064 |
| -0.304 | 0.004 |
| 0.152 | -0.053 |
| -0.285 | -0.059 |
| -0.347 | -0.052 |
| 0.101 | -0.071 |
| -0.219 | -0.083 |
| 0.175 | 0.042 |
| 0.098 | -0.081 |
| 0.451 | 0.009 |
| 0.014 | -0.073 |
| -0.075 | -0.124 |
| -0.114 | -0.010 |
| 0.212 | -0.031 |
| 0.180 | 0.088 |
| -0.285 | -0.059 |
| 0.360 | 0.024 |
| -0.168 | -0.017 |
| 0.062 | -0.096 |
| -0.219 | -0.083 |
| 0.443 | -0.031 |
| 0.311 | -0.102 |
| 0.195 | -0.028 |
| 0.342 | -0.070 |
| -0.023 | -0.092 |
| 0.175 | 0.127 |
| 0.192 | -0.038 |
| 0.303 | 0.075 |
| 0.188 | -0.134 |
| -0.074 | 0.134 |
| -0.095 | 0.186 |
| 0.338 | -0.165 |
| 0.390 | 0.056 |
| -0.219 | -0.083 |
| 0.281 | -0.063 |
| 0.470 | 0.052 |
| 0.221 | 0.004 |
| 0.164 | 0.031 |
| 0.012 | -0.037 |
| -0.235 | -0.024 |
| -0.235 | -0.024 |
| -0.231 | -0.041 |
| -0.144 | 0.043 |
| -0.161 | 0.030 |
| -0.347 | -0.052 |
| 0.047 | 0.051 |
| 0.071 | -0.148 |
| 0.024 | 0.122 |
| -0.145 | -0.123 |
| -0.254 | 0.039 |
| 0.048 | -0.129 |
| -0.297 | -0.017 |
| -0.171 | -0.040 |
| -0.321 | 0.106 |
| 0.026 | -0.031 |
| -0.068 | -0.005 |
| 0.124 | 0.091 |
| -0.246 | -0.009 |
| -0.223 | 0.020 |
| 0.179 | 0.019 |
| 0.197 | 0.021 |
| -0.347 | -0.052 |
| -0.060 | -0.020 |
| -0.319 | 0.031 |
| -0.169 | 0.037 |
| 0.524 | 0.074 |
| 0.253 | 0.007 |
| -0.099 | 0.071 |
| -0.218 | 0.050 |
| 0.016 | -0.027 |
| -0.053 | 0.041 |
| 0.150 | 0.014 |
| -0.215 | 0.080 |
| -0.097 | -0.052 |
| -0.238 | 0.067 |
| 0.466 | 0.042 |
| 0.127 | 0.081 |
| -0.190 | 0.042 |
| 0.097 | 0.065 |
| -0.078 | -0.143 |
| -0.209 | -0.080 |
| -0.285 | -0.059 |
| -0.277 | 0.067 |
| -0.045 | 0.093 |
| -0.176 | 0.149 |
| 0.367 | -0.133 |
| 0.184 | -0.108 |
| 0.201 | -0.137 |
| 0.261 | -0.137 |
| -0.019 | 0.050 |
| -0.250 | 0.109 |
| 0.258 | -0.015 |
| 0.239 | 0.067 |
| 0.161 | -0.033 |
| -0.141 | 0.035 |
| -0.348 | 0.023 |
| 0.273 | 0.070 |
| 0.046 | 0.026 |
| -0.273 | -0.092 |
| -0.141 | 0.035 |
| -0.193 | 0.012 |
| -0.177 | -0.047 |
| -0.162 | 0.176 |
| 0.380 | -0.129 |
| -0.152 | 0.026 |
| -0.048 | 0.058 |
| -0.220 | -0.008 |
| -0.176 | -0.027 |
| 0.020 | 0.099 |
| -0.074 | 0.154 |
| -0.127 | -0.012 |
| -0.114 | -0.072 |
| -0.208 | 0.060 |
| -0.189 | -0.006 |
| -0.122 | -0.025 |
| 0.026 | -0.001 |
| 0.230 | -0.062 |
| -0.219 | -0.083 |
| -0.117 | -0.040 |
| -0.191 | 0.000 |
| 0.189 | -0.019 |
| -0.127 | -0.012 |
| -0.269 | 0.067 |
| 0.311 | -0.102 |
| -0.093 | -0.065 |
| 0.058 | -0.005 |
| -0.219 | -0.083 |
| -0.068 | 0.062 |
| -0.021 | 0.121 |
| 0.142 | -0.104 |
| -0.060 | 0.082 |
| 0.022 | 0.004 |
| 0.063 | 0.103 |
| -0.165 | -0.031 |
| -0.304 | 0.004 |
| -0.037 | -0.085 |
| -0.285 | -0.059 |
| -0.231 | -0.041 |
| -0.035 | 0.010 |
| -0.219 | -0.083 |
| 0.443 | -0.031 |
| 0.086 | 0.105 |
| 0.093 | 0.071 |
| -0.140 | 0.002 |
| -0.053 | -0.091 |
| -0.065 | 0.062 |
| 0.151 | 0.170 |
| 0.037 | 0.118 |
| -0.114 | 0.083 |
| 0.197 | 0.012 |
| 0.210 | -0.040 |
| 0.524 | 0.074 |
| -0.242 | -0.003 |
| -0.163 | -0.065 |
| 0.129 | 0.161 |
| -0.244 | 0.072 |
| -0.210 | 0.063 |
| 0.219 | 0.042 |
| -0.162 | -0.072 |
| -0.235 | -0.024 |
| -0.285 | -0.059 |
| -0.230 | -0.037 |
| -0.185 | 0.012 |
| -0.238 | -0.021 |
| -0.084 | -0.066 |
| -0.347 | -0.052 |
| -0.006 | -0.148 |
| -0.233 | -0.020 |
| -0.227 | 0.122 |
| -0.276 | 0.087 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| -0.188 | -0.010 |
| -0.102 | 0.021 |
| -0.039 | -0.032 |
| -0.216 | -0.093 |
| -0.276 | 0.087 |
| -0.285 | -0.059 |
| -0.235 | -0.024 |
| 0.371 | 0.034 |
| 0.170 | 0.104 |
| -0.089 | 0.039 |
| 0.211 | -0.141 |
| 0.249 | 0.054 |
| -0.168 | 0.098 |
| -0.078 | -0.143 |
| 0.365 | 0.133 |
| 0.101 | 0.112 |
| 0.021 | -0.041 |
| 0.312 | -0.008 |
| 0.043 | 0.095 |
| 0.256 | 0.038 |
| -0.297 | -0.017 |
| -0.109 | -0.068 |
| 0.168 | 0.081 |
| -0.120 | 0.076 |
| 0.163 | -0.048 |
| -0.049 | -0.009 |
| -0.299 | 0.074 |
| 0.012 | -0.029 |
| 0.087 | 0.053 |
| 0.195 | -0.028 |
| -0.095 | -0.088 |
| 0.185 | 0.025 |
| 0.108 | -0.073 |
| 0.236 | 0.080 |
| 0.437 | 0.051 |
| 0.037 | 0.044 |
| 0.113 | -0.113 |
| -0.216 | -0.093 |
| -0.257 | 0.025 |
| 0.282 | -0.100 |
| 0.226 | 0.041 |
| 0.044 | 0.050 |
| -0.271 | 0.141 |
| 0.014 | 0.048 |
| 0.222 | 0.113 |
| 0.186 | -0.157 |
| 0.112 | 0.121 |
| 0.429 | 0.011 |
| 0.379 | 0.013 |
| 0.471 | -0.076 |
| 0.383 | 0.030 |
| 0.098 | -0.058 |
| 0.008 | -0.002 |
| 0.004 | -0.049 |
| 0.313 | 0.019 |
| 0.229 | 0.149 |
| 0.004 | 0.014 |
| 0.099 | 0.071 |
| -0.235 | -0.024 |
| -0.035 | 0.026 |
| 0.094 | 0.059 |
| 0.356 | 0.051 |
| -0.163 | -0.027 |
| -0.219 | -0.083 |
| 0.086 | -0.077 |
| -0.083 | 0.108 |
| 0.106 | -0.005 |
| -0.227 | 0.102 |
| 0.180 | 0.010 |
| -0.233 | -0.020 |
| -0.149 | 0.036 |
| -0.056 | 0.126 |
| 0.023 | 0.126 |
| 0.041 | -0.105 |
| -0.101 | 0.071 |
| -0.121 | -0.006 |
| 0.190 | -0.170 |
| -0.095 | 0.088 |
| -0.034 | 0.074 |
| 0.083 | -0.033 |
| 0.029 | 0.072 |
| 0.100 | -0.041 |
| -0.098 | 0.156 |
| -0.158 | 0.023 |
| -0.143 | -0.133 |
| -0.033 | -0.089 |
| -0.073 | -0.127 |
| -0.097 | -0.052 |
| -0.304 | 0.004 |
| 0.153 | -0.012 |
| 0.206 | -0.002 |
| 0.111 | 0.010 |
| -0.304 | 0.004 |
| -0.285 | -0.059 |
| 0.213 | -0.023 |
| -0.347 | -0.052 |
| -0.249 | 0.024 |
| -0.213 | -0.063 |
| 0.303 | -0.071 |
| -0.241 | -0.033 |
| -0.143 | -0.133 |
| -0.057 | -0.147 |
| -0.212 | -0.076 |
| -0.283 | -0.069 |
| -0.095 | -0.032 |
| 0.229 | 0.045 |
| 0.096 | 0.028 |
| 0.424 | 0.035 |
| -0.079 | -0.099 |
| -0.129 | 0.079 |
| 0.311 | 0.093 |
| -0.104 | -0.032 |
| -0.347 | -0.052 |
| -0.081 | 0.015 |
| -0.285 | -0.059 |
| -0.041 | -0.124 |
| 0.053 | 0.054 |
| -0.067 | -0.111 |
| -0.183 | 0.035 |
| 0.299 | -0.061 |
| 0.184 | -0.100 |
| -0.167 | 0.021 |
| -0.221 | 0.010 |
| -0.058 | 0.201 |
| -0.347 | -0.052 |
| -0.321 | 0.106 |
| -0.046 | 0.074 |
| 0.005 | -0.050 |
| -0.090 | -0.088 |
| -0.167 | -0.054 |
| -0.285 | -0.059 |
| -0.219 | -0.083 |
| -0.297 | -0.017 |
| -0.209 | -0.109 |
| -0.285 | 0.027 |
| -0.120 | 0.009 |
| -0.285 | -0.059 |
| -0.132 | -0.123 |
| -0.139 | -0.107 |
| -0.238 | -0.041 |
| -0.127 | -0.012 |
| -0.285 | -0.059 |
| -0.132 | -0.016 |
| -0.138 | -0.087 |
| -0.037 | -0.052 |
| -0.280 | -0.076 |
| 0.180 | -0.133 |
| 0.129 | -0.133 |
| 0.165 | -0.101 |
| 0.024 | 0.007 |
| -0.347 | -0.052 |
| 0.229 | -0.003 |
| 0.389 | -0.035 |
| -0.348 | 0.023 |
| -0.159 | -0.045 |
| -0.178 | 0.000 |
| -0.347 | -0.052 |
| 0.137 | 0.055 |
| 0.367 | -0.133 |
| 0.156 | 0.062 |
| -0.004 | -0.158 |
| -0.141 | 0.035 |
| -0.297 | -0.017 |
| 0.116 | -0.062 |
| -0.088 | -0.052 |
| 0.059 | -0.011 |
| -0.210 | -0.083 |
| 0.205 | -0.005 |
| 0.078 | -0.090 |
| 0.463 | 0.029 |
| 0.011 | -0.003 |
| 0.317 | 0.098 |
| 0.099 | -0.091 |
| -0.004 | -0.013 |
| -0.031 | -0.075 |
| 0.019 | 0.038 |
| 0.099 | -0.062 |
| -0.174 | 0.055 |
| 0.136 | -0.192 |
| 0.243 | -0.102 |
| -0.143 | -0.133 |
| 0.201 | -0.137 |
| 0.103 | -0.087 |
| 0.223 | -0.078 |
| -0.048 | -0.047 |
| 0.026 | -0.025 |
| 0.443 | -0.031 |
| 0.259 | 0.023 |
| 0.250 | -0.038 |
| 0.287 | -0.024 |
| -0.219 | -0.083 |
| -0.255 | 0.019 |
| 0.055 | -0.131 |
| 0.054 | -0.063 |
| 0.044 | -0.132 |
| 0.182 | -0.140 |
| 0.434 | 0.038 |
| 0.406 | 0.069 |
| 0.138 | 0.092 |
| 0.355 | 0.062 |
| -0.004 | 0.015 |
| 0.411 | 0.025 |
| -0.015 | 0.037 |
| -0.041 | -0.069 |
| 0.035 | -0.115 |
| -0.280 | -0.076 |
| -0.065 | -0.011 |
| 0.009 | -0.104 |
| 0.098 | -0.081 |
| -0.280 | -0.076 |
| 0.005 | 0.055 |
| -0.169 | -0.048 |
| -0.018 | 0.010 |
| 0.030 | -0.014 |
| -0.110 | -0.004 |
| -0.039 | -0.045 |
| 0.103 | 0.030 |
| -0.276 | 0.087 |
| 0.176 | 0.105 |
| -0.127 | -0.012 |
| 0.120 | 0.030 |
| -0.235 | -0.024 |
| -0.155 | 0.088 |
| -0.304 | 0.004 |
| -0.109 | -0.068 |
| -0.103 | -0.087 |
| -0.037 | -0.044 |
| -0.033 | 0.051 |
| 0.204 | 0.107 |
| 0.313 | 0.037 |
| 0.505 | 0.031 |
| 0.153 | 0.095 |
| -0.128 | -0.084 |
| -0.008 | -0.025 |
| -0.205 | -0.083 |
| -0.039 | 0.078 |
| 0.116 | 0.093 |
| -0.157 | 0.063 |
| 0.313 | 0.037 |
| -0.197 | 0.090 |
| 0.058 | 0.013 |
| -0.018 | 0.087 |
| 0.407 | -0.046 |
| 0.184 | 0.064 |
| 0.274 | -0.002 |
| -0.347 | -0.052 |
| -0.238 | -0.021 |
| 0.123 | -0.137 |
| -0.014 | -0.160 |
| -0.279 | -0.072 |
| -0.347 | -0.052 |
| -0.037 | -0.085 |
| -0.147 | -0.087 |
| 0.139 | -0.169 |
| -0.021 | -0.072 |
| 0.170 | 0.010 |
| 0.045 | 0.044 |
| -0.188 | 0.015 |
| 0.118 | 0.088 |
| 0.331 | 0.033 |
| -0.078 | -0.143 |
| 0.204 | -0.043 |
| -0.216 | 0.019 |
| -0.168 | -0.044 |
| -0.310 | -0.020 |
| -0.115 | -0.020 |
| 0.001 | 0.110 |
| -0.066 | -0.013 |
| -0.217 | -0.014 |
| -0.209 | 0.066 |
| -0.231 | -0.056 |
| 0.078 | 0.102 |
| -0.277 | -0.059 |
| 0.124 | -0.021 |
| -0.134 | 0.124 |
| 0.162 | 0.095 |
| -0.347 | -0.052 |
| -0.053 | -0.052 |
| 0.117 | 0.170 |
| 0.004 | 0.086 |
| 0.275 | -0.158 |
| 0.168 | 0.058 |
| 0.236 | 0.012 |
| 0.190 | 0.165 |
| 0.062 | 0.135 |
| -0.038 | -0.084 |
| 0.396 | -0.048 |
| 0.008 | 0.005 |
| 0.035 | -0.081 |
| -0.016 | -0.065 |
| -0.077 | 0.032 |
| -0.347 | -0.052 |
| 0.207 | 0.113 |
| -0.297 | -0.017 |
| 0.130 | 0.084 |
| 0.505 | 0.031 |
| -0.135 | 0.120 |
| -0.171 | 0.027 |
| 0.418 | 0.055 |
| 0.281 | -0.026 |
| -0.193 | 0.012 |
| -0.025 | -0.105 |
| 0.303 | 0.034 |
| 0.129 | -0.130 |
| -0.191 | 0.000 |
| -0.039 | -0.032 |
| 0.093 | -0.033 |
| 0.071 | -0.148 |
| -0.002 | -0.069 |
| 0.135 | -0.016 |
| 0.180 | -0.133 |
| -0.101 | -0.068 |
| -0.065 | -0.037 |
| 0.078 | -0.077 |
| 0.433 | 0.113 |
| -0.273 | -0.092 |
| 0.331 | -0.144 |
| -0.163 | -0.061 |
| -0.097 | -0.052 |
| 0.030 | -0.055 |
| -0.057 | -0.147 |
| 0.382 | -0.001 |
| -0.347 | -0.052 |
| 0.319 | 0.111 |
| -0.219 | -0.083 |
| 0.154 | -0.176 |
| -0.176 | -0.027 |
| 0.138 | -0.189 |
| -0.152 | 0.142 |
| -0.219 | -0.083 |
| -0.122 | 0.069 |
| -0.006 | -0.033 |
| 0.275 | -0.158 |
| 0.072 | -0.035 |
| 0.293 | -0.105 |
| -0.207 | -0.116 |
| 0.336 | 0.036 |
| 0.058 | -0.164 |
| 0.056 | -0.116 |
| 0.179 | -0.018 |
| 0.007 | -0.041 |
| -0.059 | 0.051 |
| 0.089 | 0.078 |
| -0.261 | -0.033 |
| -0.014 | -0.160 |
| 0.325 | -0.083 |
| -0.213 | 0.022 |
| 0.196 | -0.154 |
| 0.175 | -0.062 |
| 0.117 | -0.129 |
| 0.220 | -0.101 |
| 0.246 | -0.106 |
| 0.150 | 0.072 |
| 0.109 | -0.053 |
| -0.191 | 0.000 |
| 0.451 | 0.009 |
| -0.056 | 0.039 |
| 0.162 | 0.014 |
| -0.081 | -0.140 |
| 0.005 | -0.154 |
| 0.423 | -0.074 |
| 0.074 | 0.049 |
| 0.423 | -0.074 |
| 0.214 | -0.042 |
| 0.139 | 0.179 |
| -0.347 | -0.052 |
| -0.140 | -0.137 |
| 0.156 | -0.057 |
| -0.218 | -0.079 |
| 0.108 | -0.149 |
| 0.153 | -0.080 |
| 0.213 | -0.009 |
| -0.127 | -0.012 |
| -0.238 | -0.041 |
| -0.157 | -0.005 |
| -0.177 | -0.047 |
| -0.053 | -0.052 |
| -0.047 | 0.030 |
| -0.109 | -0.068 |
| -0.056 | -0.045 |
| -0.102 | -0.067 |
| -0.280 | -0.076 |
| -0.165 | -0.061 |
| -0.165 | -0.031 |
| -0.213 | -0.063 |
| 0.230 | -0.056 |
| -0.144 | 0.056 |
| -0.147 | -0.087 |
| -0.148 | -0.090 |
| 0.008 | -0.161 |
| 0.245 | -0.088 |
| 0.029 | -0.011 |
| -0.285 | -0.059 |
| -0.283 | -0.069 |
| -0.273 | -0.092 |
| -0.219 | -0.083 |
| 0.097 | -0.038 |
| -0.055 | 0.004 |
| -0.066 | -0.013 |
| -0.243 | -0.023 |
| 0.239 | 0.129 |
| -0.004 | 0.014 |
| -0.207 | -0.116 |
| -0.280 | -0.076 |
| -0.201 | -0.033 |
| -0.213 | -0.063 |
| -0.305 | -0.016 |
| -0.285 | -0.059 |
| -0.285 | -0.059 |
| -0.304 | 0.004 |
| -0.275 | -0.056 |
| -0.285 | -0.059 |
| 0.009 | 0.046 |
| -0.280 | -0.076 |
| -0.243 | -0.023 |
| 0.034 | -0.067 |
| -0.004 | -0.013 |
| -0.266 | -0.056 |
| -0.287 | 0.016 |
| -0.221 | -0.076 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| -0.347 | -0.052 |
| -0.007 | 0.021 |
| -0.348 | 0.023 |
| -0.066 | 0.042 |
| 0.336 | 0.052 |
| 0.115 | 0.043 |
| 0.224 | -0.115 |
| 0.435 | 0.166 |
| -0.058 | 0.201 |
| -0.019 | 0.016 |
| -0.106 | -0.058 |
| -0.097 | -0.052 |
| -0.110 | -0.004 |
| -0.171 | 0.043 |
| -0.016 | 0.087 |
| -0.347 | -0.052 |
| -0.256 | 0.114 |
| 0.220 | -0.101 |
| 0.017 | 0.191 |
| 0.016 | -0.023 |
| -0.060 | 0.062 |
| -0.055 | -0.017 |
| -0.237 | 0.051 |
| -0.057 | -0.043 |
| -0.177 | -0.047 |
| -0.084 | 0.043 |
| -0.212 | 0.138 |
| -0.034 | 0.018 |
| -0.177 | -0.047 |
| 0.017 | 0.086 |
| 0.081 | -0.136 |
| -0.034 | 0.074 |
| 0.330 | -0.080 |
| -0.011 | -0.021 |
| -0.096 | -0.052 |
| 0.191 | 0.036 |
| -0.101 | 0.146 |
| -0.137 | -0.123 |
| -0.280 | -0.076 |
| -0.347 | -0.052 |
| 0.078 | 0.180 |
| -0.219 | 0.145 |
| -0.277 | 0.067 |
| 0.078 | 0.092 |
| -0.280 | -0.076 |
| 0.042 | -0.110 |
| 0.064 | -0.110 |
| -0.304 | 0.004 |
| -0.207 | -0.116 |
| -0.319 | 0.031 |
| -0.347 | -0.052 |
| 0.005 | -0.050 |
| -0.115 | -0.026 |
| 0.053 | 0.063 |
| -0.254 | 0.082 |
| -0.219 | -0.083 |
| -0.177 | -0.047 |
| -0.210 | -0.083 |
| -0.231 | -0.041 |
| -0.047 | 0.098 |
| 0.046 | -0.122 |
| -0.148 | -0.090 |
| -0.165 | 0.013 |
| -0.282 | -0.001 |
| -0.347 | -0.052 |
| -0.078 | 0.005 |
| -0.118 | 0.133 |
| -0.055 | -0.017 |
| 0.021 | 0.109 |
| -0.012 | 0.061 |
| 0.261 | 0.087 |
| 0.162 | 0.118 |
| 0.024 | 0.122 |
| -0.099 | 0.071 |
| 0.115 | 0.027 |
| 0.271 | -0.025 |
| 0.236 | -0.088 |
| 0.050 | 0.050 |
| -0.169 | -0.048 |
| 0.065 | -0.116 |
| -0.285 | -0.059 |
| -0.310 | -0.020 |
| -0.216 | -0.093 |
| -0.160 | 0.166 |
| 0.098 | -0.085 |
| 0.261 | -0.106 |
| 0.381 | -0.109 |
| -0.219 | -0.083 |
| -0.139 | -0.107 |
| 0.137 | -0.010 |
| -0.304 | 0.004 |
| -0.105 | -0.065 |
| -0.277 | 0.026 |
| -0.285 | -0.059 |
| -0.032 | -0.083 |
| -0.285 | -0.059 |
| 0.249 | -0.096 |
| -0.283 | -0.069 |
| -0.004 | -0.049 |
| -0.347 | -0.052 |
| -0.219 | -0.083 |
| -0.221 | -0.034 |
| -0.159 | -0.017 |
| -0.285 | -0.059 |
| -0.219 | -0.083 |
| -0.226 | -0.021 |
| 0.324 | 0.003 |
| 0.312 | 0.037 |
| -0.347 | -0.052 |
| 0.036 | 0.084 |
| -0.055 | -0.017 |
| 0.047 | -0.014 |
| 0.071 | 0.007 |
| 0.274 | -0.073 |
| 0.079 | 0.105 |
| 0.232 | -0.058 |
| 0.164 | 0.110 |
| 0.002 | 0.106 |
| -0.280 | -0.076 |
| -0.238 | -0.041 |
| -0.165 | 0.115 |
| -0.095 | 0.186 |
| 0.259 | 0.005 |
| -0.145 | -0.097 |
| -0.347 | -0.052 |
| 0.002 | -0.168 |
| 0.025 | 0.054 |
| -0.223 | 0.020 |
| 0.166 | 0.118 |
| -0.127 | -0.008 |
| 0.217 | -0.196 |
| 0.133 | -0.035 |
| 0.316 | -0.113 |
| 0.011 | 0.204 |
| -0.088 | 0.097 |
| 0.179 | 0.033 |
| -0.227 | 0.122 |
| 0.058 | -0.164 |
| 0.273 | -0.043 |
| 0.055 | 0.128 |
| 0.239 | -0.085 |
| 0.021 | -0.047 |
| 0.199 | -0.140 |
| 0.014 | 0.119 |
| 0.125 | -0.002 |
| 0.003 | -0.118 |
| 0.042 | 0.083 |
| -0.226 | -0.055 |
| -0.176 | -0.027 |
| 0.177 | 0.020 |
| 0.032 | 0.079 |
| -0.257 | 0.025 |
| -0.099 | -0.074 |
| -0.196 | 0.015 |
| -0.269 | 0.067 |
| -0.262 | 0.039 |
| -0.134 | 0.008 |
| -0.347 | -0.052 |
| 0.387 | 0.130 |
| 0.009 | -0.063 |
| -0.144 | 0.117 |
| 0.015 | 0.094 |
| 0.142 | 0.012 |
| -0.235 | -0.024 |
| -0.062 | -0.009 |
| 0.309 | 0.125 |
| 0.206 | 0.015 |
| -0.144 | -0.005 |
| -0.304 | 0.004 |
| 0.038 | 0.113 |
| 0.203 | -0.052 |
| -0.031 | 0.070 |
| -0.190 | 0.042 |
| -0.276 | 0.087 |
| -0.262 | 0.039 |
| -0.165 | 0.115 |
| -0.079 | 0.029 |
| -0.157 | -0.005 |
| -0.057 | 0.074 |
| -0.198 | 0.062 |
| -0.121 | -0.026 |
- Applique la moyenne arithmétique des p modalités associées au profil de réponses de l’individu i.
4 Aides à l’interprétation
4.1 Inertie et valeurs propres dans l’ACM
Il y a (au plus) \min(n-1, J - p) valeurs propres non nulles2.
La valeur propre \lambda_r associée à l’axe de rang r s’écrit : \lambda_r = \frac{1}{p} \sum_{k=1}^p \eta_{r, k}^2 \in [0, 1]
2 Chaque individu i, la somme des modalités choisies vaut exactement p
avec \eta_{r, k}^2 les rapports de corrélation.
- Les inerties sont beaucoup plus faibles qu’en ACP/AFC (J - p est très grand). Mais la moyenne des valeurs propres vaut : \bar{\lambda} = \frac{1}{J - p} \sum_{r=1}^{J-p} \lambda_r = \frac{1}{p}
\Rightarrow On interprétera en priorité les directions associées à une inertie \lambda_r \ge \frac{1}{p}.
4.2 Contribution des individus
- Contribution de l’individu i à l’axe de rang r : \operatorname{CTR}_r^{(\text{ind})}(i) = \frac{\left(C_r^{(\text{ind})}(i)\right)^2}{n \, \lambda_r} où C_r^{(\text{ind})}(i) est la coordonnée de l’individu i sur l’axe r, n le nombre total d’individus et \lambda_r la valeur propre de l’axe r.
Interprétation : Les individus les plus excentrés sur les axes factoriels sont ceux qui contribuent le plus.
> # Extraction des contributions des individus pour l'ACM hobbies
> contrib_ind <- hobbies.mca$ind$contrib
>
> # Affichage des premières lignes pour les 3 premiers axes
> head(round(contrib_ind[, 1:3], 2), 10) Dim 1 Dim 2 Dim 3
11000210 0.03 0.01 0.00
11000610 0.00 0.02 0.01
11000810 0.00 0.03 0.00
11000910 0.03 0.00 0.01
11001010 0.00 0.01 0.04
11001210 0.02 0.05 0.00
11001310 0.00 0.00 0.00
11001410 0.00 0.04 0.00
11001910 0.01 0.03 0.00
11002110 0.02 0.08 0.004.3 Contribution des modalités
- Contribution de la modalité j à l’axe de rang r : \operatorname{CTR}_r^{(\text{mod})}(j) = \frac{f_j \left(C_r^{(\text{mod})}(j)\right)^2}{p \, \lambda_r} où f_j = \frac{n_j}{n} est la fréquence relative de la modalité j, C_r^{(\text{mod})}(j) sa coordonnée sur l’axe r et p le nombre de variables actives.
Attention : Comme en AFC, la position sur le graphe seul ne suffit pas pour interpréter le rôle d’une modalité. Les modalités les plus excentrées ne sont pas nécessairement celles qui contribuent le plus, car leur contribution dépend aussi de leur fréquence f_j.
Les contributions
> hobbies.mca$var$contrib[, 1:3]| Dim 1 | Dim 2 | Dim 3 | |
|---|---|---|---|
| Reading_0 | 4.727 | 0.144 | 4.767 |
| Reading_1 | 2.308 | 0.070 | 2.327 |
| Listening music_0 | 5.394 | 1.776 | 0.235 |
| Listening music_1 | 2.170 | 0.715 | 0.095 |
| Cinema_0 | 4.341 | 3.178 | 0.684 |
| Cinema_1 | 6.481 | 4.744 | 1.021 |
| Show_0 | 3.164 | 0.731 | 0.008 |
| Show_1 | 7.739 | 1.788 | 0.020 |
| Exhibition_0 | 3.661 | 0.024 | 0.369 |
| Exhibition_1 | 8.047 | 0.053 | 0.811 |
| Computer_0 | 3.371 | 0.769 | 2.257 |
| Computer_1 | 5.550 | 1.266 | 3.716 |
| Sport_0 | 2.943 | 0.505 | 2.562 |
| Sport_1 | 5.045 | 0.865 | 4.392 |
| Walking_0 | 2.631 | 3.240 | 0.298 |
| Walking_1 | 2.519 | 3.103 | 0.285 |
| Travelling_0 | 4.206 | 0.034 | 0.006 |
| Travelling_1 | 6.140 | 0.050 | 0.008 |
| Playing music_0 | 0.991 | 0.024 | 0.081 |
| Playing music_1 | 4.837 | 0.118 | 0.398 |
| Collecting_0 | 0.121 | 0.221 | 0.040 |
| Collecting_1 | 0.983 | 1.795 | 0.326 |
| Volunteering_0 | 0.506 | 0.197 | 0.000 |
| Volunteering_1 | 2.714 | 1.056 | 0.002 |
| Mechanic_0 | 1.652 | 6.871 | 5.084 |
| Mechanic_1 | 2.104 | 8.752 | 6.475 |
| Gardening_0 | 0.639 | 14.190 | 0.032 |
| Gardening_1 | 0.916 | 20.348 | 0.046 |
| Knitting_0 | 0.079 | 0.916 | 5.991 |
| Knitting_1 | 0.383 | 4.446 | 29.068 |
| Cooking_0 | 1.620 | 2.847 | 3.375 |
| Cooking_1 | 2.016 | 3.544 | 4.202 |
| Fishing_0 | 0.000 | 1.317 | 2.383 |
| Fishing_1 | 0.002 | 10.301 | 18.634 |
Les fréquences marginales
> hobbies.mca$call$marge.col| hobbies.mca$call$marge.col | |
|---|---|
| Reading_0 | 0.019 |
| Reading_1 | 0.040 |
| Listening music_0 | 0.017 |
| Listening music_1 | 0.042 |
| Cinema_0 | 0.035 |
| Cinema_1 | 0.024 |
| Show_0 | 0.042 |
| Show_1 | 0.017 |
| Exhibition_0 | 0.040 |
| Exhibition_1 | 0.018 |
| Computer_0 | 0.037 |
| Computer_1 | 0.022 |
| Sport_0 | 0.037 |
| Sport_1 | 0.022 |
| Walking_0 | 0.029 |
| Walking_1 | 0.030 |
| Travelling_0 | 0.035 |
| Travelling_1 | 0.024 |
| Playing music_0 | 0.049 |
| Playing music_1 | 0.010 |
| Collecting_0 | 0.052 |
| Collecting_1 | 0.006 |
| Volunteering_0 | 0.050 |
| Volunteering_1 | 0.009 |
| Mechanic_0 | 0.033 |
| Mechanic_1 | 0.026 |
| Gardening_0 | 0.035 |
| Gardening_1 | 0.024 |
| Knitting_0 | 0.049 |
| Knitting_1 | 0.010 |
| Cooking_0 | 0.033 |
| Cooking_1 | 0.026 |
| Fishing_0 | 0.052 |
| Fishing_1 | 0.007 |
4.4 Contribution des variables
- Contribution de la variable k à l’axe de rang r : \operatorname{CTR}_r^{(\text{var})}(k) = \sum_{j \in J_k} \operatorname{CTR}_r^{(\text{mod})}(j) = \frac{\eta^2(k, F_r)}{p \, \lambda_r} où J_k désigne l’ensemble des modalités de la variable k, et \eta^2(k, F_r) est le rapport de corrélation entre la variable qualitative k et la composante factorielle F_r.
Interprétation : La contribution d’une variable correspond à la somme des contributions de ses modalités. Sur le carré des liaisons, les variables proches du coin supérieur droit (1, 1) sont celles qui contribuent le plus à la construction des deux premiers axes.
4.5 Qualité de représentation : \cos^2
On utilise les mêmes formules de \cos^2 pour mesurer la qualité de projection des individus et des modalités sur les axes factoriels.
En pratique, si deux points sont bien projetés (\cos^2 élevé), leur proximité sur le plan reflète une réelle proximité dans l’espace d’origine.
NoteProximité entre deux individus
- S’interprète en termes de distance du \chi^2 : deux individus se ressemblent s’ils ont choisi les mêmes modalités.
- C’est cohérent avec la relation barycentrique : un individu se situe au centre de gravité des modalités qu’il possède.
NoteProximité entre deux modalités (de variables différentes)
- S’interprète en termes de distance du \chi^2 : deux modalités se ressemblent si elles sont choisies par les mêmes individus.
- C’est cohérent avec la relation barycentrique : une modalité se situe au centre de gravité des individus qui la possèdent.
On peut filtrer les modalités correctement représentées et qui contribuent fortement aux axes
> plot.MCA(hobbies.mca,
+ cex=.7,
+ selectMod = "cos2 10",
+ select = "contrib 10",
+ invisible = "ind",
+ graph.type = "ggplot")
4.6 Variables qualitatives supplémentaires
Comme pour l’AFC : on se sert des relations de transitions pour calculer les coordonnées des variables
4.7 Variables quantitatives supplémentaires
Comme pour l’ACP : cercle de corrélation
4.8 Références
Saporta, Gilbert. 2006. Probabilités, analyse des données et statistique / Gilbert Saporta,... 2e édition révisée et augmentée. Éditions Technip.