ANNEXE 3 : les sorties de l'ACP pour le cas du
maïs
ANALYSE EN COMPOSANTES PRINCIPALES
STATISTIQUES SOMMAIRES
|
DES VARIABLES
|
CONTINUES
|
|
|
EFFECTIF TOTAL :
|
77
|
|
POIDS TOTAL
|
: 77.00
|
|
+
|
|
|
|
+ +
|
|
| NUM . IDEN - LIBELLE
|
|
|
EFFECTIF
|
POIDS | MOYENNE ECART-TYPE | MINIMUM
|
MAXIMUM
|
+
|
|
|
|
+ +
|
|
| 1 . - 1998
|
|
|
77
|
77.00 |
|
8894.67 11216.41 |
|
193.00
|
62595.00
|
| 2 . C3 - 1999
|
|
|
77
|
77.00 |
|
10119.70 12896.90 |
|
2.25
|
68589.00
|
| 3 . C4 - 2000
|
|
|
77
|
77.00 |
|
9801.79 1421.40 |
|
1136.00
|
11360.00
|
| 4 . C5 - 2001
|
|
|
77
|
77.00 |
|
8994.01 10744.46 |
|
1.66
|
48932.00
|
| 5 . C6 - 2002
|
|
|
77
|
77.00 |
|
10313.62 12288.70 |
|
0.94
|
71815.00
|
| 6 . C7 - 2003
|
|
|
77
|
77.00 |
|
10045.19 13899.06 |
|
0.94
|
74689.00
|
| 7 . C8 - 2004
|
|
|
77
|
77.00 |
|
11117.08 13553.11 |
|
0.94
|
61033.00
|
| 8 . C9 - 2005
|
|
|
77
|
77.00 |
|
10855.62 12770.31 |
|
0.94
|
56559.00
|
| 9 . C10 - 2006
|
|
|
77
|
77.00 |
|
9337.84 11324.35 |
|
0.94
|
75743.00
|
| 10 . C11 - 2007
|
|
|
77
|
77.00 |
|
9451.85 11388.93 |
|
0.94
|
75798.00
|
| 11 . C12 - 2008
|
|
|
77
|
77.00 |
|
12741.63 13983.69 |
|
0.94
|
82269.00
|
+
|
|
|
|
+ +
|
|
MATRICE DES CORRELATIONS
|
|
|
|
|
|
|
C3
|
C4
|
C5
|
C6 C7
|
C8 C9 C10 C11 C12
|
|
|
+
|
|
|
|
|
|
|
|
1.00
|
|
|
|
|
|
C3 |
|
0.98 1.00
|
|
|
|
|
|
C4 |
|
0.13 0.12
|
1.00
|
|
|
|
|
C5 |
|
0.93 0.93
|
0.11
|
1.00
|
|
|
|
C6 |
|
0.94 0.93
|
0.10
|
0.96
|
1.00
|
|
|
C7 |
|
0.87 0.87
|
0.10
|
0.92
|
0.94 1.00
|
|
|
C8 |
|
0.85 0.86
|
0.13
|
0.87
|
0.88 0.90
|
1.00
|
|
C9 |
|
0.64 0.66
|
-0.10
|
0.69
|
0.70 0.78
|
0.76 1.00
|
|
C10 |
|
0.74 0.74
|
0.08
|
0.77
|
0.85 0.78
|
0.72 0.66 1.00
|
|
C11 |
|
0.70 0.73
|
0.11
|
0.63
|
0.74 0.66
|
0.68 0.55 0.79 1.00
|
|
C12 |
|
0.88 0.86
|
0.10
|
0.87
|
0.92 0.84
|
0.82 0.61 0.83 0.76 1.00
|
|
| C3
|
C4
|
C5
|
C6 C7
|
C8 C9 C10 C11 C12
|
|
MATRICE DES VALEURS-TESTS
|
|
|
|
|
|
|
C3
|
C4
|
C5
|
C6 C7
|
C8 C9 C10 C11 C12
|
|
|
|
99.99
|
|
|
|
|
|
|
|
C3 |
|
20.07 99.99
|
|
|
|
|
|
|
|
C4 |
|
1.13 1.09
|
99.99
|
|
|
|
|
|
|
C5 |
|
14.26 14.30
|
0.98
|
99.99
|
|
|
|
|
|
C6 |
|
14.98 14.30
|
0.87
|
16.60
|
99.99
|
|
|
|
|
C7 |
|
11.63 11.55
|
0.86
|
13.93
|
15.30
|
99.99
|
|
|
|
C8 |
|
10.92 11.39
|
1.13
|
11.75
|
12.08
|
12.83 99.99
|
|
|
|
C9 |
|
6.60 6.96
|
-0.86
|
7.46
|
7.63
|
9.13 8.77 99.99
|
|
|
|
C10 |
|
8.26 8.31
|
0.67
|
8.86
|
10.94
|
9.24 8.04 6.97
|
99.99
|
|
|
C11 |
|
7.69 8.10
|
0.99
|
6.44
|
8.28
|
7.00 7.31 5.45
|
9.38
|
99.99
|
|
C12 |
|
12.18 11.41
|
0.90
|
11.64
|
13.81
|
10.59 10.16 6.23
|
10.54
|
8.66
|
99.99
|
| C3
|
C4
|
C5
|
C6
|
C7 C8 C9
|
C10
|
C11
|
C12
|
VALEURS PROPRES
|
|
|
|
|
|
|
|
APERCU DE LA PRECISION
|
DES
|
CALCULS :
|
TRACE
|
AVANT DIAGONALISATION
|
..
|
11.0000
|
|
|
|
|
SOMME
|
DES VALEURS PROPRES ....
|
|
11.0000
|
|
HISTOGRAMME DES 11 PREMIERES VALEURS PROPRES
+ + + + +
+
| NUMERO | VALEUR | POURCENTAGE | POURCENTAGE |
|
| | PROPRE | | CUMULE |
|
+ + + + +
+
| 1 | 8.2443 | 74.95 | 74.95 |
********************************************************************************
|
|
2
|
| 1.0494 |
|
9.54 |
|
84.49
|
| ***********
|
3
|
| 0.5600 |
|
5.09 |
|
89.58
|
| ******
|
4
|
| 0.4652 |
|
4.23 |
|
93.81
|
| *****
|
5
|
| 0.2527 |
|
2.30 |
|
96.11
|
| ***
|
Réalisé et soutenu par Samson James Aimé
AGBO et Rodrigue Noutaï HONKPEHEDJI
6 | 0.1474 | 1.34 | 97.45 | **
7 | 0.1126 | 1.02 | 98.47 | **
8 | 0.0833 | 0.76 | 99.23 | *
9 | 0.0478 | 0.43 | 99.66 | *
10 | 0.0234 | 0.21 | 99.87 | *
11 | 0.0139 | 0.13 | 100.00 | *
+ + + + +
+
RECHERCHE DE PALIERS (DIFFERENCES TROISIEMES)
+ + + +
| PALIER | VALEUR DU | |
| ENTRE | PALIER | |
+ + + +
| 1 -- 2 | -6310.79 |
**************************************************** |
| 2 -- 3 | -512.38 | ***** |
| 5 -- 6 | -64.96 | * |
| 4 -- 5 | -36.80 | * |
| 8 -- 9 | -11.78 | * |
+ + + + RECHERCHE DE PALIERS ENTRE (DIFFERENCES SECONDES)
+ + + +
| PALIER | VALEUR DU | |
| ENTRE | PALIER | |
+ + + +
| 1 -- 2 | 6705.43 |
**************************************************** |
| 2 -- 3 | 394.64 | **** |
| 4 -- 5 | 107.27 | * |
| 5 -- 6 | 70.47 | * |
| 6 -- 7 | 5.51 | * |
+ + + + INTERVALLES LAPLACIENS D'ANDERSON
INTERVALLES AU SEUIL 0.95
+ + +
| NUMERO | BORNE INFERIEURE VALEUR PROPRE BORNE SUPERIEURE |
+ + +
| 1 | 5.6230 8.2443 10.8656 |
| 2 | 0.7158 1.0494 1.3831 |
| 3 | 0.3819 0.5600 0.7380 |
| 4 | 0.3173 0.4652 0.6131 |
| 5 | 0.1723 0.2527 0.3330 |
+ + +
ETENDUE ET POSITION RELATIVE DES INTERVALLES
1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . .* +
*
2 . . . *---+---* . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . .
3 . *-+-* . . . . . . . . . . . . . . . . . .
. . . . .
4 .*-+-*. . . . . . . . . . . . . . . . . . .
. . . . .
5 +*. . . . . . . . . . . . . . . . . . . . .
. . . . .
COORDONNEES DES VARIABLES SUR LES AXES 1 A 5 VARIABLES ACTIVES
+ + +
VARIABLES | COORDONNEES | CORRELATIONS VARIABLE-FACTEUR | ANCIENS
AXES
UNITAIRES
+ + +
IDEN
|
- LIBELLE
|
COURT
|
|
|
1
|
2
|
3
|
4
|
5
|
|
|
1
|
2
|
3
|
4
|
5
|
|
|
1
|
2
|
3
|
4
|
5
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
|
|
|
+
|
|
|
|
|
|
+
|
|
|
|
|
|
- 1998
|
|
|
|
0.95
|
0.06
|
0.09
|
0.23
|
0.11
|
|
|
0.95
|
0.06
|
0.09
|
0.23
|
0.11
|
|
|
0.33
|
0.05
|
0.12
|
0.34
|
0.22
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C3
|
- 1999
|
|
|
|
0.95
|
0.04
|
0.08
|
0.19
|
0.16
|
|
|
0.95
|
0.04
|
0.08
|
0.19
|
0.16
|
|
|
0.33
|
0.04
|
0.11
|
0.27
|
0.32
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C4
|
- 2000
|
|
|
|
0.11
|
0.97
|
0.07
|
-0.19
|
-0.01
|
|
|
0.11
|
0.97
|
0.07
|
-0.19
|
-0.01
|
|
|
0.04
|
0.95
|
0.10
|
-0.28
|
-0.03
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C5
|
- 2001
|
|
|
|
0.95
|
0.01
|
0.20
|
0.13
|
-0.09
|
|
|
0.95
|
0.01
|
0.20
|
0.13
|
-0.09
|
|
|
0.33
|
0.01
|
0.26
|
0.19
|
-0.18
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C6
|
- 2002
|
|
|
|
0.98
|
0.00
|
0.03
|
0.10
|
-0.09
|
|
|
0.98
|
0.00
|
0.03
|
0.10
|
-0.09
|
|
|
0.34
|
0.00
|
0.04
|
0.14
|
-0.18
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C7
|
- 2003
|
|
|
|
0.95
|
-0.03
|
0.17
|
-0.08
|
-0.08
|
|
|
0.95
|
-0.03
|
0.17
|
-0.08
|
-0.08
|
|
|
0.33
|
-0.03
|
0.23
|
-0.11
|
-0.15
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C8
|
- 2004
|
|
|
|
0.92
|
0.00
|
0.16
|
-0.11
|
0.12
|
|
|
0.92
|
0.00
|
0.16
|
-0.11
|
0.12
|
|
|
0.32
|
0.00
|
0.22
|
-0.16
|
0.24
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C9
|
- 2005
|
|
|
|
0.77
|
-0.31
|
0.18
|
-0.50
|
0.06
|
|
|
0.77
|
-0.31
|
0.18
|
-0.50
|
0.06
|
|
|
0.27
|
-0.30
|
0.24
|
-0.73
|
0.12
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C10
|
- 2006
|
|
|
|
0.87
|
-0.03
|
-0.34
|
-0.13
|
-0.30
|
|
|
0.87
|
-0.03
|
-0.34
|
-0.13
|
-0.30
|
|
|
0.30
|
-0.03
|
-0.45
|
-0.19
|
-0.61
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C11
|
- 2007
|
|
|
|
0.79
|
0.05
|
-0.53
|
-0.08
|
0.26
|
|
|
0.79
|
0.05
|
-0.53
|
-0.08
|
0.26
|
|
|
0.28
|
0.05
|
-0.71
|
-0.12
|
0.51
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
C12
|
- 2008
|
|
|
|
0.93
|
0.03
|
-0.13
|
0.16
|
-0.12
|
|
|
0.93
|
0.03
|
-0.13
|
0.16
|
-0.12
|
|
|
0.32
|
0.03
|
-0.17
|
0.23
|
-0.23
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
MATRICE
|
+
C4 |
C9 |
C11 |
C10 |
|
+ + +
DES CORRELATIONS PERMUTEE SUIVANT LE PREMIER AXE DE L'ANALYSE
C4 C9 C11 C10 C8 C12 C7 C3 C5 C6
1.00
-0.10 1.00
0.11 0.55 1.00
0.08 0.66 0.79 1.00
|
j
Réalisé et soutenu par Samson James Aimé
AGBO et Rodrigue Noutaï HONKPEHEDJI
C8 |
C12 |
|
C7 |
C3 |
C5 |
C6 |
|
0.13 0.10 0.13 0.10 0.12 0.11 0.10
|
0.76 0.68
0.61 0.76
0.64 0.70
0.78 0.66
0.66 0.73
0.69 0.63
0.70 0.74
|
|
0.72 1.00
0.83 0.82 1.00
0.74 0.85 0.88
0.78 0.90 0.84
0.74 0.86 0.86
0.77 0.87 0.87
0.85 0.88 0.92
|
1.00
0.87 1.00
0.98 0.87
0.93 0.92
0.94 0.94
|
1.00 0.93 0.93
|
1.00 0.96
|
1.00
|
|
|
|
| C4
|
C9 C11
|
|
C10 C8 C12
|
C7
|
C3
|
C5
|
C6
|
|
|
|
COORDONNEES,
|
CONTRIBUTIONS
|
ET
|
COSINUS CARRES DES
|
INDIVIDUS
|
|
|
|
|
|
|
AXES 1 A 5
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
|
+
|
|
+
|
|
|
----+
|
|
|
|
|
|
|
|
|
|
|
|
|
INDIVIDUS
|
|
|
|
COORDONNEES
|
|
|
|
CONTRIBUTIONS
|
|
|
COSINUS
|
CARRES
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
+
|
|
|
----|
|
|
|
|
|
|
|
|
|
|
|
| IDENTIFICATEUR
|
P.REL
|
DISTO |
|
1
|
2
|
3
|
4
|
5 |
|
1
|
2
|
3
|
4
|
5 |
|
1
|
2
|
3
|
4
|
5 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
+
|
|
|
|
|
+
|
|
|
|
|
+
|
|
|
|
|
----+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Malanville
|
1.30
|
13.38 |
|
-0.95
|
-3.49
|
-0.30
|
-0.12
|
0.36 |
|
0.1
|
15.0
|
0.2
|
0.0
|
0.7 |
|
0.07
|
0.91
|
0.01
|
0.00
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Karimama
|
1.30
|
42.41 |
|
-2.22
|
-6.05
|
-0.14
|
0.86
|
0.29 |
|
0.8
|
45.3
|
0.0
|
2.0
|
0.4 |
|
0.12
|
0.86
|
0.00
|
0.02
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Ségbana
|
1.30
|
8.33 |
|
1.24
|
1.16
|
-1.60
|
-0.76
|
1.25 |
|
0.2
|
1.7
|
5.9
|
1.6
|
8.0 |
|
0.19
|
0.16
|
0.31
|
0.07
|
0.19 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Gogounou
|
1.30
|
1.09 |
|
0.06
|
0.44
|
-0.22
|
0.73
|
-0.40 |
|
0.0
|
0.2
|
0.1
|
1.5
|
0.8 |
|
0.00
|
0.18
|
0.05
|
0.49
|
0.15 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Banikoara
|
1.30
|
8.35 |
|
2.53
|
-0.13
|
0.02
|
-0.49
|
-0.69 |
|
1.0
|
0.0
|
0.0
|
0.7
|
2.4 |
|
0.77
|
0.00
|
0.00
|
0.03
|
0.06 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kandi
|
1.30
|
28.50 |
|
4.24
|
0.59
|
0.74
|
2.47
|
-1.61 |
|
2.8
|
0.4
|
1.3
|
17.1
|
13.3 |
|
0.63
|
0.01
|
0.02
|
0.21
|
0.09 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kérou
|
1.30
|
1.09 |
|
-0.84
|
0.11
|
0.16
|
-0.42
|
-0.24 |
|
0.1
|
0.0
|
0.1
|
0.5
|
0.3 |
|
0.65
|
0.01
|
0.02
|
0.16
|
0.05 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| N'Dali
|
1.30
|
0.54 |
|
0.42
|
0.17
|
-0.09
|
0.03
|
-0.34 |
|
0.0
|
0.0
|
0.0
|
0.0
|
0.6 |
|
0.32
|
0.05
|
0.01
|
0.00
|
0.21 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Nikki
|
1.30
|
17.09 |
|
3.61
|
0.01
|
0.13
|
-0.58
|
0.80 |
|
2.1
|
0.0
|
0.0
|
0.9
|
3.3 |
|
0.76
|
0.00
|
0.00
|
0.02
|
0.04 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kalalé
|
1.30
|
4.65 |
|
1.71
|
0.34
|
-0.60
|
0.44
|
-0.67 |
|
0.5
|
0.1
|
0.8
|
0.5
|
2.3 |
|
0.63
|
0.03
|
0.08
|
0.04
|
0.10 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Sinendé
|
1.30
|
7.76 |
|
1.64
|
0.16
|
-1.93
|
-0.79
|
0.37 |
|
0.4
|
0.0
|
8.6
|
1.7
|
0.7 |
|
0.35
|
0.00
|
0.48
|
0.08
|
0.02 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Bembèrèkè
|
1.30
|
3.88 |
|
1.43
|
0.24
|
0.44
|
0.15
|
0.32 |
|
0.3
|
0.1
|
0.5
|
0.1
|
0.5 |
|
0.53
|
0.01
|
0.05
|
0.01
|
0.03 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kouandé
|
1.30
|
1.29 |
|
-0.85
|
0.37
|
-0.33
|
0.26
|
-0.35 |
|
0.1
|
0.2
|
0.2
|
0.2
|
0.6 |
|
0.56
|
0.11
|
0.08
|
0.05
|
0.10 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Pèrèrè
|
1.30
|
7.13 |
|
-0.10
|
-1.72
|
0.70
|
-1.48
|
0.25 |
|
0.0
|
3.7
|
1.2
|
6.1
|
0.3 |
|
0.00
|
0.42
|
0.07
|
0.31
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Péhunco
|
1.30
|
1.10 |
|
-0.72
|
0.31
|
-0.25
|
0.10
|
0.14 |
|
0.1
|
0.1
|
0.1
|
0.0
|
0.1 |
|
0.48
|
0.09
|
0.06
|
0.01
|
0.02 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Cobly
|
1.30
|
1.79 |
|
-1.27
|
0.18
|
0.16
|
-0.15
|
0.13 |
|
0.3
|
0.0
|
0.1
|
0.1
|
0.1 |
|
0.91
|
0.02
|
0.01
|
0.01
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Tanguiéta
|
1.30
|
2.09 |
|
-1.34
|
0.27
|
-0.16
|
-0.10
|
-0.27 |
|
0.3
|
0.1
|
0.1
|
0.0
|
0.4 |
|
0.86
|
0.03
|
0.01
|
0.01
|
0.03 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Toucountouna
|
1.30
|
3.01 |
|
-1.54
|
0.03
|
0.19
|
-0.63
|
0.05 |
|
0.4
|
0.0
|
0.1
|
1.1
|
0.0 |
|
0.79
|
0.00
|
0.01
|
0.13
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Boukoumbé
|
1.30
|
5.08 |
|
-2.22
|
0.22
|
0.22
|
-0.17
|
0.01 |
|
0.8
|
0.1
|
0.1
|
0.1
|
0.0 |
|
0.97
|
0.01
|
0.01
|
0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Natitingou
|
1.30
|
2.94 |
|
-1.67
|
0.31
|
0.05
|
0.06
|
-0.08 |
|
0.4
|
0.1
|
0.0
|
0.0
|
0.0 |
|
0.94
|
0.03
|
0.00
|
0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Ouaké
|
1.30
|
3.40 |
|
-1.61
|
-0.02
|
0.36
|
-0.77
|
0.01 |
|
0.4
|
0.0
|
0.3
|
1.6
|
0.0 |
|
0.76
|
0.00
|
0.04
|
0.17
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Djougou
|
1.30
|
2.19 |
|
-1.20
|
0.38
|
-0.51
|
0.14
|
-0.11 |
|
0.2
|
0.2
|
0.6
|
0.1
|
0.1 |
|
0.66
|
0.07
|
0.12
|
0.01
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Materi
|
1.30
|
25.32 |
|
-1.32
|
-4.56
|
-0.92
|
1.21
|
-0.34 |
|
0.3
|
25.7
|
1.9
|
4.1
|
0.6 |
|
0.07
|
0.82
|
0.03
|
0.06
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Copargo
|
1.30
|
5.06 |
|
-2.17
|
0.13
|
0.31
|
-0.40
|
0.05 |
|
0.7
|
0.0
|
0.2
|
0.4
|
0.0 |
|
0.93
|
0.00
|
0.02
|
0.03
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Bassila
|
1.30
|
1.31 |
|
-0.94
|
0.31
|
0.26
|
0.29
|
-0.28 |
|
0.1
|
0.1
|
0.2
|
0.2
|
0.4 |
|
0.68
|
0.07
|
0.05
|
0.07
|
0.06 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Tchaourou
|
1.30
|
1.65 |
|
0.55
|
-0.04
|
-0.31
|
-0.61
|
0.01 |
|
0.0
|
0.0
|
0.2
|
1.0
|
0.0 |
|
0.18
|
0.00
|
0.06
|
0.23
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Parakou
|
1.30
|
1.08 |
|
-0.06
|
-0.07
|
0.39
|
-0.92
|
-0.07 |
|
0.0
|
0.0
|
0.4
|
2.4
|
0.0 |
|
0.00
|
0.00
|
0.14
|
0.78
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Dassa-Zoumè
|
1.30
|
0.52 |
|
-0.48
|
0.33
|
-0.07
|
0.29
|
0.13 |
|
0.0
|
0.1
|
0.0
|
0.2
|
0.1 |
|
0.44
|
0.21
|
0.01
|
0.16
|
0.03 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Glazoué
|
1.30
|
5.64 |
|
1.15
|
0.39
|
-1.45
|
-0.24
|
0.26 |
|
0.2
|
0.2
|
4.8
|
0.2
|
0.3 |
|
0.24
|
0.03
|
0.37
|
0.01
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Savalou
|
1.30
|
2.01 |
|
0.00
|
-0.18
|
0.83
|
-0.78
|
0.15 |
|
0.0
|
0.0
|
1.6
|
1.7
|
0.1 |
|
0.00
|
0.02
|
0.34
|
0.30
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Bantè
|
1.30
|
0.56 |
|
-0.60
|
0.20
|
-0.15
|
-0.23
|
-0.08 |
|
0.1
|
0.1
|
0.1
|
0.1
|
0.0 |
|
0.64
|
0.07
|
0.04
|
0.09
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Savè
|
1.30
|
2.92 |
|
-1.67
|
0.27
|
0.10
|
0.02
|
-0.09 |
|
0.4
|
0.1
|
0.0
|
0.0
|
0.0 |
|
0.96
|
0.02
|
0.00
|
0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Ouèsse
|
1.30
|
3.99 |
|
0.10
|
0.41
|
-0.49
|
0.70
|
-0.64 |
|
0.0
|
0.2
|
0.6
|
1.4
|
2.1 |
|
0.00
|
0.04
|
0.06
|
0.12
|
0.10 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Djidja
|
1.30
|
1.20 |
|
-0.51
|
0.43
|
-0.25
|
0.70
|
-0.04 |
|
0.0
|
0.2
|
0.1
|
1.4
|
0.0 |
|
0.21
|
0.15
|
0.05
|
0.41
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Aplahoué
|
1.30
|
1.65 |
|
1.04
|
0.17
|
-0.20
|
0.13
|
-0.04 |
|
0.2
|
0.0
|
0.1
|
0.0
|
0.0 |
|
0.66
|
0.02
|
0.03
|
0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kétou
|
1.30
|
219.15 |
|
14.49
|
-0.18
|
-2.81
|
-0.01
|
-0.30 |
|
33.1
|
0.0
|
18.2
|
0.0
|
0.5 |
|
0.96
|
0.00
|
0.04
|
0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Abomey-Calavi
|
1.30
|
8.17 |
|
2.59
|
0.12
|
-0.29
|
0.11
|
0.55 |
|
1.1
|
0.0
|
0.2
|
0.0
|
1.5 |
|
0.82
|
0.00
|
0.01
|
0.00
|
0.04 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Allada
|
1.30
|
0.53 |
|
0.26
|
0.18
|
-0.39
|
-0.19
|
0.27 |
|
0.0
|
0.0
|
0.4
|
0.1
|
0.4 |
|
0.13
|
0.06
|
0.29
|
0.07
|
0.13 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Kpomassè
|
1.30
|
3.37 |
|
1.61
|
0.15
|
0.35
|
0.33
|
-0.20 |
|
0.4
|
0.0
|
0.3
|
0.3
|
0.2 |
|
0.76
|
0.01
|
0.04
|
0.03
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Tori-Bossito
|
1.30
|
2.12 |
|
-1.34
|
0.26
|
0.21
|
0.07
|
-0.17 |
|
0.3
|
0.1
|
0.1
|
0.0
|
0.2 |
|
0.85
|
0.03
|
0.02
|
0.00
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| Zè
|
1.30
|
25.25 |
|
4.55
|
-0.16
|
-1.57
|
-0.90
|
-0.46 |
|
3.3
|
0.0
|
5.7
|
2.2
|
1.1 |
|
0.82
|
0.00
|
0.10
|
0.03
|
k
Réalisé et soutenu par Samson James Aimé
AGBO et Rodrigue Noutaï HONKPEHEDJI
0.01 |
| Djakotomey
|
|
1.30
|
0.86 |
|
-0.60
|
0.22 0.34 0.15
|
0.16 |
|
0.1
|
0.1 0.3 0.1
|
0.1 |
|
0.41
|
0.06 0.13 0.02
|
0.03 |
|
|
|
|
|
|
|
|
|
|
|
|
| Klouékanmè
|
|
1.30
|
1.01 |
|
-0.85
|
0.25 -0.30 -0.13
|
-0.12 |
|
0.1
|
0.1 0.2 0.1
|
0.1 |
|
0.72
|
0.06 0.09 0.02
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
| Toviklin
|
|
1.30
|
1.88 |
|
-1.31
|
0.28 -0.11 -0.01
|
0.09 |
|
0.3
|
0.1 0.0 0.0
|
0.0 |
|
0.91
|
0.04 0.01 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Dogbo
|
|
1.30
|
0.84 |
|
-0.85
|
0.22 0.10 -0.03
|
0.03 |
|
0.1
|
0.1 0.0 0.0
|
0.0 |
|
0.85
|
0.06 0.01 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Avrankou
|
|
1.30
|
3.45 |
|
-1.82
|
0.31 0.07 0.13
|
-0.02 |
|
0.5
|
0.1 0.0 0.0
|
0.0 |
|
0.96
|
0.03 0.00 0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Akro-Missérété
|
|
1.30
|
3.26 |
|
-1.75
|
0.34 0.07 0.25
|
0.01 |
|
0.5
|
0.1 0.0 0.2
|
0.0 |
|
0.93
|
0.04 0.00 0.02
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Adjarra
|
|
1.30
|
5.44 |
|
-2.29
|
0.33 0.16 0.12
|
0.01 |
|
0.8
|
0.1 0.1 0.0
|
0.0 |
|
0.97
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Houéyogbé
|
|
1.30
|
1.50 |
|
-0.79
|
0.22 0.71 0.11
|
0.16 |
|
0.1
|
0.1 1.2 0.0
|
0.1 |
|
0.42
|
0.03 0.34 0.01
|
0.02 |
|
|
|
|
|
|
|
|
|
|
|
|
| Ifangni
|
|
1.30
|
13.14 |
|
2.15
|
-0.35 1.28 -1.27
|
1.45 |
|
0.7
|
0.2 3.8 4.5
|
10.9 |
|
0.35
|
0.01 0.13 0.12
|
0.16 |
|
|
|
|
|
|
|
|
|
|
|
|
| Sakété
|
|
1.30
|
69.59 |
|
7.22
|
0.82 1.22 3.43
|
1.79 |
|
8.2
|
0.8 3.5 32.9
|
16.5 |
|
0.75
|
0.01 0.02 0.17
|
0.05 |
|
|
|
|
|
|
|
|
|
|
|
|
| Porto-novo
|
|
1.30
|
6.48 |
|
-2.51
|
0.33 0.15 0.07
|
-0.04 |
|
1.0
|
0.1 0.1 0.0
|
0.0 |
|
0.98
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Abomey
|
|
1.30
|
4.70 |
|
-2.13
|
0.29 0.09 -0.03
|
-0.02 |
|
0.7
|
0.1 0.0 0.0
|
0.0 |
|
0.97
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Bohicon
|
|
1.30
|
4.07 |
|
-1.99
|
0.30 0.12 0.05
|
-0.05 |
|
0.6
|
0.1 0.0 0.0
|
0.0 |
|
0.97
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Agbangnizoun
|
|
1.30
|
3.99 |
|
-1.96
|
0.32 0.11 0.14
|
-0.06 |
|
0.6
|
0.1 0.0 0.1
|
0.0 |
|
0.96
|
0.03 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Za-Kpota
|
|
1.30
|
1.60 |
|
-1.22
|
0.28 0.06 0.09
|
-0.08 |
|
0.2
|
0.1 0.0 0.0
|
0.0 |
|
0.93
|
0.05 0.00 0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Zagnanado
|
|
1.30
|
3.91 |
|
-1.93
|
0.33 0.03 0.16
|
-0.07 |
|
0.6
|
0.1 0.0 0.1
|
0.0 |
|
0.95
|
0.03 0.00 0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Covè
|
|
1.30
|
3.82 |
|
-1.90
|
0.24 0.00 -0.15
|
-0.25 |
|
0.6
|
0.1 0.0 0.1
|
0.3 |
|
0.94
|
0.02 0.00 0.01
|
0.02 |
|
|
|
|
|
|
|
|
|
|
|
|
| Zogbodomey
|
|
1.30
|
2.82 |
|
-1.65
|
0.24 0.17 -0.06
|
-0.05 |
|
0.4
|
0.1 0.1 0.0
|
0.0 |
|
0.96
|
0.02 0.01 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Lalo
|
|
1.30
|
0.70 |
|
-0.69
|
0.18 -0.06 -0.16
|
0.00 |
|
0.1
|
0.0 0.0 0.1
|
0.0 |
|
0.67
|
0.05 0.00 0.04
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Adja-Ouèrè
|
|
1.30
|
87.72 |
|
8.80
|
-0.55 2.62 -0.60
|
1.09 |
|
12.2
|
0.4 15.9 1.0
|
6.2 |
|
0.88
|
0.00 0.08 0.00
|
0.01 |
|
|
|
|
|
|
|
|
|
|
|
|
| Pobé
|
|
1.30
|
89.08 |
|
8.59
|
-0.80 2.70 -1.41
|
-2.08 |
|
11.6
|
0.8 16.9 5.5
|
22.2 |
|
0.83
|
0.01 0.08 0.02
|
0.05 |
|
|
|
|
|
|
|
|
|
|
|
|
| Toffo
|
|
1.30
|
12.81 |
|
3.37
|
-0.09 -0.46 -0.78
|
-0.06 |
|
1.8
|
0.0 0.5 1.7
|
0.0 |
|
0.88
|
0.00 0.02 0.05
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Athiémé
|
|
1.30
|
1.67 |
|
-1.16
|
0.30 0.32 0.18
|
0.06 |
|
0.2
|
0.1 0.2 0.1
|
0.0 |
|
0.81
|
0.05 0.06 0.02
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Bopa
|
|
1.30
|
2.08 |
|
-1.38
|
0.28 0.14 0.10
|
0.06 |
|
0.3
|
0.1 0.0 0.0
|
0.0 |
|
0.91
|
0.04 0.01 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Grand-Popo
|
|
1.30
|
6.16 |
|
-2.45
|
0.32 0.13 0.06
|
-0.04 |
|
0.9
|
0.1 0.0 0.0
|
0.0 |
|
0.98
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Comé
|
|
1.30
|
2.72 |
|
-1.53
|
0.32 -0.31 0.04
|
0.23 |
|
0.4
|
0.1 0.2 0.0
|
0.3 |
|
0.86
|
0.04 0.03 0.00
|
0.02 |
|
|
|
|
|
|
|
|
|
|
|
|
| Lokossa
|
|
1.30
|
2.63 |
|
-1.57
|
0.30 0.09 0.08
|
-0.01 |
|
0.4
|
0.1 0.0 0.0
|
0.0 |
|
0.94
|
0.03 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Ouidah
|
|
1.30
|
1.36 |
|
-1.07
|
0.31 0.03 0.19
|
-0.03 |
|
0.2
|
0.1 0.0 0.1
|
0.0 |
|
0.85
|
0.07 0.00 0.03
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| So-Ava
|
|
1.30
|
5.88 |
|
-2.39
|
0.33 0.16 0.10
|
-0.10 |
|
0.9
|
0.1 0.1 0.0
|
0.1 |
|
0.97
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Cotonou
|
|
1.30
|
6.67 |
|
-2.55
|
0.33 0.17 0.10
|
-0.02 |
|
1.0
|
0.1 0.1 0.0
|
0.0 |
|
0.97
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Bonou
|
|
1.30
|
0.58 |
|
-0.62
|
0.28 -0.18 0.14
|
0.01 |
|
0.1
|
0.1 0.1 0.1
|
0.0 |
|
0.67
|
0.13 0.06 0.03
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
----+
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
----+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
INDIVIDUS
|
|
|
|
|
COORDONNEES
|
|
|
|
CONTRIBUTIONS
|
|
|
|
COSINUS CARRES
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
----|
|
|
|
|
|
|
|
|
|
|
|
|
| IDENTIFICATEUR
|
|
P.REL
|
DISTO |
|
1
|
2 3 4
|
5 |
|
1
|
2 3 4
|
5 |
|
1
|
2 3 4
|
5 |
|
|
|
|
|
|
|
|
|
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
+
|
|
|
----+
|
|
|
|
|
|
|
|
|
|
|
|
| Adjohoun
|
|
1.30
|
0.75 |
|
0.00
|
0.18 -0.60 -0.28
|
0.03 |
|
0.0
|
0.0 0.8 0.2
|
0.0 |
|
0.00
|
0.04 0.48 0.11
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Dangbo
|
|
1.30
|
1.27 |
|
-0.59
|
0.35 0.22 0.64
|
0.23 |
|
0.1
|
0.2 0.1 1.1
|
0.3 |
|
0.27
|
0.10 0.04 0.32
|
0.04 |
|
|
|
|
|
|
|
|
|
|
|
|
| Aguégués
|
|
1.30
|
4.44 |
|
-2.04
|
0.32 0.18 0.17
|
-0.12 |
|
0.7
|
0.1 0.1 0.1
|
0.1 |
|
0.94
|
0.02 0.01 0.01
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Sèmè-Podji
|
|
1.30
|
6.47 |
|
-2.51
|
0.33 0.15 0.07
|
-0.04 |
|
1.0
|
0.1 0.1 0.0
|
0.0 |
|
0.98
|
0.02 0.00 0.00
|
0.00 |
|
|
|
|
|
|
|
|
|
|
|
|
| Ouinhi
|
|
1.30
|
3.07 |
|
-1.64
|
0.30 -0.18 0.04
|
-0.07 |
|
0.4
|
0.1 0.1 0.0
|
0.0 |
|
0.87
|
0.03 0.01 0.00
|
0.00 |
+
|
|
|
|
|
+
|
|
|
+
|
|
|
|
|