FACTORIAL ANALYSIS OF VARIANCE IN SPSS?

Description

To prepare for this Assignment:

Review the datasets provided.
Construct a research question with social change implications based on one of those datasets.
Be sure to focus on the assumptions of this test and ask yourself, “Does it make sense to interpret the mean of this dependent variable?”
Remember that you will need categorical predictor variables.
Use SPSS to answer the research question you constructed. Write an analysis in APA format, including title page, references, and an appendix, that includes your data output and addresses each of the tasks listed below. The content should be 2–3 pages, including setup of the assignment, results, and interpretation of results. Your SPSS output should be included as an appendix.
What is the null hypothesis for your question?
What research design(s) would align with this question?
What dependent variable was used and how is it measured?
What independent variable is used and how is it measured?
If you found significance, what is the strength of the effect?
What is the answer to your research question?
What are the possible implications of social change?
Early in your Assignment, when you relate which dataset you analyzed, please include the mean of the following variables. If you are using the Afrobarometer Dataset, report the mean of Q1 (Age). If you are using the General Social Survey Dataset, report the mean of Age. If you are using the HS Long Survey Dataset, report the mean of X1SES. See pages 533 and 534 in your Warner textbook for an excellent APA-compliant write-up of factorial analysis of variance.
I have attached the afrobarometer data set.

Unformatted Attachment Preview

Afrobarometer Dataset C-1.sav
Name
Type
Width
Decimals
Label
Values
Missing
1
COUNTRY… Numeric
8
0
Country in … {1, Algeria}… None
2
COUNTRY…. Numeric
8
0
Country by … {1, West Afr… None
3
RESPNO
String
7
0
Responde… None
4
URBRUR
Numeric
3
0
Urban or R… {1, Urban}… None
5
ADULT_CT
Numeric
4
0
ADULTCT: … {-1, Missin… -1
6
Q1
Numeric
5
0
Q1. Age
7
Q3A
Numeric
3
0
Q3a. Count… {-1, Missin… -1, 9, 998
8
Q3B
Numeric
3
0
Q3b. Your … {-1, Missin… -1, 9, 998
9
Q4
Numeric
3
0
Q4. Your liv… {-1, Missin… -1, 9, 998
10
Q5A
Numeric
3
0
Q5a. Count… {-1, Missin… -1, 9, 998
11
Q5B
Numeric
3
0
Q5b. Your li… {-1, Missin… -1, 9, 998
12
Q7
Numeric
3
0
Q7. Overall … {-1, Missin… -1, 9, 998
13
Q8A
Numeric
3
0
Q8a. How … {-1, Missin… -1, 9, 998
14
Q8B
Numeric
3
0
Q8b. How … {-1, Missin… -1, 9, 998
15
Q8C
Numeric
3
0
Q8c. How o… {-1, Missin… -1, 9, 998
16
Q8D
Numeric
3
0
Q8d. How … {-1, Missin… -1, 9, 998
17
Q8E
Numeric
3
0
Q8e. How … {-1, Missin… -1, 9, 998
18
Q9A
Numeric
3
0
Q9a. How … {-1, Missin… -1, 9, 998
19
Q9B
Numeric
3
0
Q9b. How … {-1, Missin… -1, 9, 998
20
Q16
Numeric
3
0
Q16. Politic… {-1, Missin… -1, 9, 998
21
Q17A
Numeric
3
0
Q17a. Free… {-1, Missin… -1, 9, 998
22
Q42
Numeric
3
0
Q42. Extent… {-1, Missin… 8 – 998, -1
23
Q43
Numeric
3
0
Q43. Satisf… {-1, Missin… -1, 9, 998
24
Q43A_ARB
Numeric
3
0
Q43a. arb. … {-1, Missin… 8 – 997, -1
25
Q46A
Numeric
3
0
Q46a. Leve… {-1, Missin… 98, 99, -1
26
Q46B
Numeric
3
0
Q46b. Leve… {-1, Missin… 98, 99, -1
27
Q46C
Numeric
3
0
Q46c. Leve… {-1, Missin… 98, 99, -1
28
Q46D
Numeric
3
0
Q46d. Leve… {-1, Missin… 98, 99, -1
29
Q47A
Numeric
3
0
Q47a. Leve… {-1, Missin… 98, 99, -1
30
Q47B
Numeric
3
0
Q47b. Leve… {-1, Missin… 98, 99, -1
31
Q47C
Numeric
3
0
Q47c. Leve… {-1, Missin… 98, 99, -1
32
Q47F_ARB
Numeric
3
0
Q47f.arb. L… {-1, Missin… 99 – 998, -1
33
Q47G_ARB Numeric
3
0
Q47g.arb. … {-1, Missin… 99 – 998, -1
34
Q47H_ARB
Numeric
3
0
Q47h.arb. … {-1, Missin… 99 – 998, -1
35
Q47I_ARB
Numeric
3
0
Q47i.arb. L… {-1, Missin… 99 – 998, -1
36
Q48A
Numeric
3
0
Q48a. Cour… {-1, Missin… 9, 998, -1
37
Q48B
Numeric
3
0
Q48b. Peo… {-1, Missin… 9, 998, -1
38
Q48C
Numeric
3
0
Q48c. Peo… {-1, Missin… 9, 998, -1
39
Q52A
Numeric
3
0
Q52a. How… {-1, Missin… 9, 998, -1
12/23/23 12:26 PM
None
{-1, Missin… -1, 998, 999
1/4
Afrobarometer Dataset C-1.sav
Align
Measure
Role
1
15
Columns
Right
Nominal
Input
2
19
Right
Nominal
Input
3
9
Left
Nominal
Input
4
8
Right
Nominal
Input
5
8
Right
Scale
Input
6
8
Right
Scale
Input
7
8
Right
Ordinal
Input
8
8
Right
Ordinal
Input
9
8
Right
Ordinal
Input
10
8
Right
Ordinal
Input
11
8
Right
Ordinal
Input
12
8
Right
Ordinal
Input
13
8
Right
Ordinal
Input
14
8
Right
Ordinal
Input
15
8
Right
Ordinal
Input
16
8
Right
Ordinal
Input
17
8
Right
Ordinal
Input
18
8
Right
Ordinal
Input
19
8
Right
Ordinal
Input
20
8
Right
Ordinal
Input
21
8
Right
Ordinal
Input
22
8
Right
Ordinal
Input
23
8
Right
Ordinal
Input
24
13
Right
Ordinal
Input
25
8
Right
Scale
Input
26
8
Right
Scale
Input
27
8
Right
Scale
Input
28
8
Right
Scale
Input
29
8
Right
Scale
Input
30
8
Right
Scale
Input
31
8
Right
Scale
Input
32
13
Right
Scale
Input
33
13
Right
Scale
Input
34
13
Right
Scale
Input
35
13
Right
Ordinal
Input
36
8
Right
Ordinal
Input
37
8
Right
Ordinal
Input
38
8
Right
Ordinal
Input
39
8
Right
Ordinal
Input
12/23/23 12:26 PM
2/4
Afrobarometer Dataset C-1.sav
Name
Type
Width
Decimals
Label
Values
Missing
40
Q52C
Numeric
3
0
Q52c. How … {-1, Missin… 9, 998, -1
41
Q56E
Numeric
3
0
Q56e. How… {-1, Missin… 9, 998, -1
42
Q59A
Numeric
3
0
Q59a. Trus… {-1, Missin… 997, 9, -1
43
Q59C
Numeric
3
0
Q59c. Trust… {-1, Missin… 997, 9, -1
44
Q59E
Numeric
3
0
Q59e. Trus… {-1, Missin… 9, 998, -1
45
Q59F
Numeric
3
0
Q59f. Trust … {-1, Missin… 997, 9, -1
46
Q59H
Numeric
3
0
Q59h. Trus… {-1, Missin… 9, 998, -1
47
Q73A_ARB
Numeric
3
0
Q73a.arb. … {-1, Missin… 9 – 998, -1
48
Q73B_ARB
Numeric
3
0
Q73b.arb. … {-1, Missin… 9 – 998, -1
49
Q87
Numeric
3
0
Q87. Most … {-1, Missin… -1, 9
50
Q98B
Numeric
3
0
Q98b. Imp… {-1, Missin… -1, 9, 8
51
Q101
Numeric
3
0
Q101. Gen… {-1, Missin… None
52
AGE_COND Numeric
8
0
Age Categ… {1, 18-35}…
53
EDUC_CO… Numeric
8
0
Education … {0, No form… 9
54
LivedPoverty Numeric
6
1
Lived Pover… None
None
55
ECONOMY
Numeric
8
2
Handling of… None
None
56
TRUSTGOVT Numeric
8
2
Trust in Go… None
None
57
INFRASTR… Numeric
8
2
Infrastructu… None
None
58
SCHOOLP… Numeric
8
2
Problems … None
None
59
EMPLOYM… Numeric
8
2
Employme… {.00, Unem… None
60
CELLPHO… Numeric
8
2
Cell Phone… {.00, Do Us… None
61
INTERNET
Numeric
8
2
Internet Us… {1.00, Neve… None
62
PROB_HE… Numeric
8
2
Problems … None
63
DEMOCRA… Numeric
8
2
Democracy… {.00, Not a … None
12/23/23 12:26 PM
8, 9
None
3/4
Afrobarometer Dataset C-1.sav
Align
Measure
Role
40
8
Columns
Right
Ordinal
Input
41
8
Right
Ordinal
Input
42
8
Right
Ordinal
Input
43
8
Right
Ordinal
Input
44
8
Right
Ordinal
Input
45
8
Right
Ordinal
Input
46
8
Right
Ordinal
Input
47
13
Right
Ordinal
Input
48
13
Right
Ordinal
Input
49
8
Right
Nominal
Input
50
8
Right
Ordinal
Input
51
8
Right
Nominal
Input
52
10
Right
Ordinal
Input
53
11
Right
Ordinal
Input
54
16
Right
Scale
Input
55
10
Right
Scale
Input
56
11
Right
Scale
Input
57
16
Right
Scale
Input
58
12
Right
Scale
Input
59
18
Right
Nominal
Input
60
11
Right
Nominal
Input
61
10
Right
Ordinal
Input
62
19
Right
Scale
Input
63
16
Right
Nominal
Input
12/23/23 12:26 PM
4/4
COUNTRY_ALPHA
COUNTRY.BY.REGION
RESPNO URBRUR ADULT_CT Q1
24
1 NIG1741
2
2
32
4 TUN0489
2
7
24
1 NIG2287
1
9
35
3 ZIM0913
2
8
35
3 ZIM2296
2
2
9
4 EGY0208
1
3
25
1 SEN0397
1
4
23
1 NGR0842
2
1
7
1 CVE1167
1
2
27
3 SAF0961
2
7
31
1 TOG1109
1
2
32
4 TUN0173
2
3
13
2 KEN0825
2
7
28
4 SUD0072
1
2
35
3 ZIM0026
1
4
25
1 SEN0751
2
3
9
4 EGY0180
1
4
11
1 GHA1127
1
3
34
3 ZAM0925
1
4
16
3 MAD0450
2
3
34
3 ZAM0998
2
3
20
4 MRC0532
1
6
16
3 MAD0398
2
3
29
3 SWZ0733
2
3
11
1 GHA0144
2
7
35
3 ZIM0457
2
2
27
3 SAF0633
1
2
21
3 MOZ0564
2
5
28
4 SUD0057
2
2
5
2 BDI0259
2
6
9
4 EGY0054
1
2
13
2 KEN2395
2
2
28
4 SUD0765
2
3
27
3 SAF1732
2
3
15
1 LIB0876
1
8
6
1 CAM0671
1
7
26
1 SRL0994
1
6
24
1 NIG0895
2
5
4
1 BFO1198
1
2
5
2 BDI0606
1
3
12
1 GUI0255
2
3
3
3 BOT0811
3
5
30
2 TAN2269
2
7
12
1 GUI1107
2
6
3
3 BOT0396
3
4
4
1 BFO0196
2
4
Q3A
24
65
20
40
41
19
52
35
18
28
22
29
40
28
21
27
35
36
23
45
54
44
28
29
65
19
36
22
39
70
34
30
52
56
49
35
27
48
28
31
18
45
24
19
21
21
Q3B
1
1
1
2
4
1
1
1
3
4
5
1
4
1
4
3
2
3
4
2
4
3
9
2
1
2
2
4
1
2
1
1
1
3
4
3
4
2
2
1
1
3
4
4
3
2
Q4
1
1
2
2
4
1
4
3
3
4
1
3
2
1
4
3
3
2
4
2
4
3
2
4
2
2
2
4
1
2
2
4
1
2
4
3
4
2
3
2
1
2
4
4
3
2
1
1
2
3
3
1
3
3
3
3
1
3
3
2
4
3
3
4
4
2
4
2
2
4
4
2
4
3
3
2
2
9
3
2
4
3
4
3
3
2
2
3
3
2
2
2
17
17
22
28
4
22
27
19
25
20
30
6
27
20
1
33
30
17
33
21
28
31
3
25
8
25
12
22
33
31
12
30
11
33
6
6
9
5
12
24
33
33
7
11
13
22
27
3 MLW2304
3 MLW0509
3 NAM0919
4 SUD0090
1 BFO0392
3 NAM0698
3 SAF1604
3 MAU0830
1 SEN0373
4 MRC0315
2 TAN0889
1 CAM1064
3 SAF0334
4 MRC1134
4 ALG0858
2 UGA1343
2 TAN1054
3 MLW0182
2 UGA3937
3 MOZ0716
4 SUD0195
1 TOG0128
3 BOT1012
1 SEN0367
1 CDI1154
1 SEN1179
1 GUI0315
3 NAM0890
2 UGA4181
1 TOG0642
1 GUI0559
2 TAN1720
1 GHA1069
2 UGA5618
1 CAM0374
1 CAM0433
4 EGY1133
2 BDI0524
1 GUI0287
1 NIG1478
2 UGA2151
2 UGA3672
1 CVE1166
1 GHA0433
2 KEN2096
3 NAM0474
3 SAF2334
2
2
2
1
1
2
1
1
1
1
1
2
1
2
1
1
1
2
2
2
2
1
3
1
1
2
2
2
2
1
2
2
2
2
2
1
2
2
2
2
2
2
1
2
2
1
1
3
6
6
2
2
5
2
2
2
2
2
6
4
5
6
10
1
8
3
4
2
1
2
1
4
4
4
6
2
2
2
1
4
4
6
1
2
2
3
1
3
3
1
2
1
1
2
37
41
28
24
32
43
27
49
30
22
62
21
53
27
29
46
43
42
56
39
37
27
42
42
24
37
56
26
57
63
33
45
27
30
59
50
26
35
23
999
35
40
51
22
40
27
46
4
2
5
3
4
3
3
4
2
4
1
4
4
4
4
4
2
2
4
4
1
2
1
4
4
3
2
4
2
4
1
1
1
1
4
1
2
3
2
1
4
1
3
1
1
2
2
4
2
5
3
4
4
3
4
3
4
1
2
4
4
4
4
2
2
4
3
1
3
1
3
2
3
2
4
2
4
4
1
1
2
2
1
1
4
2
2
4
1
3
1
2
1
2
2
3
4
4
4
4
4
3
3
2
3
4
2
5
4
2
2
2
4
4
3
4
2
2
4
3
3
2
2
3
2
2
4
2
4
2
2
5
2
4
4
1
9
3
1
3
1
15
9
33
35
4
17
32
1
35
9
26
35
9
24
22
33
17
21
1
34
32
19
30
16
1
33
7
20
3
35
23
9
27
34
3
30
35
1
31
14
35
13
29
35
18
24
2
1 LIB0071
4 EGY0871
2 UGA1811
3 ZIM0535
1 BFO0921
3 MLW1513
4 TUN0751
4 ALG0126
3 ZIM2316
4 EGY0922
1 SRL0754
3 ZIM0119
4 EGY0199
1 NIG1553
3 NAM0834
2 UGA4838
3 MLW2004
3 MOZ0249
4 ALG0591
3 ZAM0124
4 TUN0483
3 MAU0324
2 TAN2182
3 MAD0792
4 ALG0055
2 UGA2917
1 CVE1172
4 MRC1119
3 BOT0044
3 ZIM1302
1 NGR0608
4 EGY0912
3 SAF1688
3 ZAM0549
3 BOT0232
2 TAN0761
3 ZIM2072
4 ALG0125
1 TOG0158
3 LES0240
3 ZIM1920
2 KEN1521
3 SWZ0507
3 ZIM2226
1 MLI0579
1 NIG0736
1 BEN1121
2
1
1
2
2
2
2
1
2
2
2
1
1
1
2
1
2
2
2
2
2
2
2
2
1
2
1
2
1
1
1
1
2
1
3
2
2
1
1
2
2
2
2
2
2
1
2
6
5
1
2
2
2
2
8
3
2
8
2
2
2
4
2
3
5
10
3
4
2
2
3
8
4
3
4
1
6
1
2
4
3
3
9
2
4
5
1
8
2
4
4
2
2
4
20
41
31
18
37
33
52
25
38
31
30
51
39
38
38
28
42
37
34
40
50
38
38
53
35
54
41
56
53
28
46
43
55
23
22
75
67
18
30
67
26
21
39
37
54
28
55
1
1
4
1
4
3
9
4
1
1
1
4
1
1
4
3
2
5
4
4
1
4
1
2
2
1
1
4
2
1
4
2
4
4
3
1
2
3
1
1
4
1
4
4
2
4
2
5
2
2
1
4
3
3
3
1
2
1
2
1
4
4
4
2
1
4
4
1
3
1
1
2
2
2
4
2
1
4
2
1
4
3
4
2
3
2
1
4
1
4
1
1
5
3
4
2
2
4
2
3
3
4
1
2
4
3
2
4
3
4
2
2
3
2
3
3
1
1
3
9
2
4
2
4
4
5
3
4
4
4
1
3
3
1
4
4
3
1
1
2
3
32
35
23
19
13
27
16
20
35
27
30
2
29
33
35
19
35
17
30
6
32
30
27
17
21
19
7
33
5
2
12
23
14
27
34
29
19
1
13
24
33
8
32
30
8
21
4
4 TUN0010
3 ZIM1532
1 NGR1042
3 MAU0764
2 KEN2156
3 SAF0365
3 MAD1178
4 MRC0262
3 ZIM2251
3 SAF2248
2 TAN0389
1 BEN0296
3 SWZ0076
2 UGA0373
3 ZIM2367
3 MAU0990
3 ZIM1332
3 MLW1218
2 TAN0127
1 CAM1175
4 TUN0666
2 TAN0229
3 SAF0150
3 MLW0993
3 MOZ0603
3 MAU0436
1 CVE0230
2 UGA2168
2 BDI0622
1 BEN0583
1 GUI0189
1 NGR0896
3 LES0022
3 SAF2027
3 ZAM0190
3 SWZ0091
3 MAU0206
4 ALG0153
2 KEN1439
1 NIG0569
2 UGA5339
1 CDI0179
4 TUN0135
2 TAN0167
1 CDI0351
3 MOZ0759
1 BFO0390
1
2
2
1
1
1
2
1
2
1
2
2
2
2
2
2
2
2
2
2
1
2
2
1
2
2
1
2
2
1
1
2
2
1
1
1
2
1
1
2
2
1
1
2
1
1
1
4
3
1
3
6
3
1
4
4
2
2
2
4
1
1
5
4
6
4
1
2
2
1
2
3
2
5
1
2
5
4
1
1
3
2
2
3
7
3
2
4
10
3
1
2
4
2
58
59
20
44
38
25
68
24
27
59
60
26
55
41
21
28
38
25
32
18
45
40
29
23
62
47
19
38
18
19
27
49
79
56
23
23
37
37
59
61
21
25
39
28
78
40
25
4
2
3
2
2
4
2
2
4
2
1
2
1
4
4
1
4
1
2
1
1
2
4
2
2
2
3
1
2
1
2
9
9
4
4
4
4
3
1
1
1
1
4
3
3
4
4
4
3
4
4
1
2
2
1
3
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2
2
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1
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4
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3
1
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4
4
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4
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2
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3
3
3
2
3
3
2
2
2
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4
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4
1
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4
2
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4
1
3
4
1
4
3
4
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3
3
4
3
3
3
3
4
4
4
3
3
3
4
4
3
4
23
1
7
19
3
27
1
28
17
33
8
22
7
19
17
24
30
33
33
31
27
20
20
24
20
15
32
11
4
31
33
23
11
28
14
24
2
21
13
23
3
7
9
11
13
3 BOT0847
1 BFO0610
1 NGR0600
4 ALG0503
1 CVE0652
3 MAU0319
3 BOT0949
3 SAF1015
4 ALG0564
4 SUD1170
3 MLW1830
2 UGA2170
1 CDI0187
3 NAM1007
1 CVE1085
3 MAU0676
3 MLW0296
1 NIG0469
2 TAN1547
2 UGA4666
2 UGA4223
1 TOG0277
3 SAF0496
4 MRC0395
4 MRC0071
1 NIG0580
4 MRC0343
1 LIB0192
4 TUN0130
1 GHA1485
1 BFO0270
1 TOG0670
2 UGA1698
1 NGR0379
1 GHA0306
4 SUD1037
3 LES0883
1 NIG0012
1 BEN0268
3 MOZ0325
2 KEN0807
1 NGR1174
3 BOT0741
1 CVE0375
4 EGY0846
1 GHA0345
2 KEN1053
2
2
2
2
1
2
3
2
2
2
2
2
1
2
1
1
2
2
2
2
2
1
2
1
1
2
1
2
1
1
2
2
1
2
2
1
1
1
2
2
2
2
2
2
2
2
1
1
2
2
5
3
2
4
4
6
4
2
6
5
3
4
3
2
7
2
1
4
2
4
3
5
8
7
2
2
3
3
2
1
1
4
2
4
1
5
2
4
6
2
1
2
2
2
44
22
40
34
42
20
28
30
18
19
74
18
23
24
27
45
30
39
67
34
48
33
31
44
60
35
48
31
40
18
26
40
43
30
25
29
27
22
22
20
54
30
86
20
32
59
35
3
4
4
2
3
4
3
2
3
2
1
4
2
5
4
1
2
2
1
2
2
1
3
4
4
1
4
4
2
4
4
1
1
2
1
1
2
1
2
5
2
3
9
3
2
1
1
2
4
4
3
4
2
2
4
3
9
2
4
4
3
2
1
2
2
1
2
2
3
4
3
4
4
3
4
2
4
5
1
2
2
2
2
3
2
3
3
3
4
1
3
2
1
1
2
4
2
2
3
2
3
4
3
3
4
2
2
2
9
9
2
1
2
4
2
2
4
3
3
4
3
4
3
4
3
2
3
3
9
3
3
4
3
2
4
2
2
4
2
2
1
9
31
30
21
28
5
30
13
29
22
25
20
19
6
34
7
31
8
17
21
26
27
14
11
11
19
2
12
24
29
24
20
31
21
15
32
6
29
35
16
25
27
22
34
12
31
7
4 EGY0531
1 TOG0845
2 TAN0266
3 MOZ0097
4 SUD0690
2 BDI0574
2 TAN0102
2 KEN0849
3 SWZ0160
3 NAM0074
1 SEN0413
4 MRC0065
3 MAU1038
1 CAM0121
3 ZAM0014
1 CVE0512
1 TOG0654
1 CDI0441
3 MLW0412
3 MOZ0912
1 SRL1055
3 SAF0607
3 LES0380
1 GHA2275
1 GHA0787
3 MAU0877
1 BEN0584
1 GUI0804
1 NIG0591
3 SWZ0778
1 NIG0308
4 MRC0483
1 TOG0502
3 MOZ1815
1 LIB0595
4 TUN1192
1 CAM0460
3 SWZ0453
3 ZIM0821
3 MAD0162
1 SEN0096
3 SAF0594
3 NAM0269
3 ZAM0366
1 GUI0427
1 TOG0669
1 CVE0755
1
2
1
2
1
2
2
2
1
1
2
1
1
1
2
2
2
2
2
1
1
1
2
1
2
2
1
2
1
2
2
1
2
2
1
1
1
2
1
2
2
2
2
2
2
2
1
3
8
11
3
3
1
1
6
1
2
5
3
5
4
6
1
3
6
2
2
4
3
2
6
7
4
5
13
2
2
5
12
7
2
12
11
3
8
3
3
2
2
3
4
3
4
4
45
23
23
999
42
37
79
21
44
51
33
22
20
22
71
20
42
25
35
24
25
27
20
26
60
47
51
65
38
22
33
36
23
58
42
21
35
25
24
23
72
41
26
18
30
65
33
1
4
1
4
2
2
2
1
2
5
1
2
1
3
1
3
3
3
2
3
4
2
1
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2
2
1
2
1
2
2
2
2
5
3
1
1
1
4
2
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4
4
4
2
3
1
4
2
2
4
2
4
2
2
4
1
3
2
3
1
2
4
3
2
2
4
3
1
4
4
2
4
2
1
4
2
2
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4
3
3
3
4
4
2
2
5
3
2
4
2
3
3
3
3
3
4
3
2
4
2
3
2
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3
4
2
3
3
3
4
3
4
2
3
3
4
2
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2
1
4
3
3
2
3
5
3
9
3
4
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9
5
4
3
2
9
4
27
27
17
20
5
1
26
33
7
19
13
5
24
11
33
3
5
30
35
33
18
34
22
19
33
3
8
13
21
4
22
27
21
11
5
4
8
27
33
34
21
3
11
8
20
27
30
3 SAF0307
3 SAF2350
3 MLW0747
4 MRC0458
2 BDI0271
4 ALG0384
1 SRL0581
2 UGA1393
1 CVE0905
3 MAU0537
2 KEN0095
2 BDI0391
1 NIG1292
1 GHA0019
2 UGA5405
3 BOT0989
2 BDI0513
2 TAN0276
3 ZIM1591
2 UGA5424
1 MLI0231
3 ZAM0451
3 NAM0830
3 MAU0265
2 UGA5518
3 BOT0978
1 CDI0239
2 KEN1669
3 MOZ0650
1 BFO0780
3 NAM0810
3 SAF0195
3 MOZ1797
1 GHA1230
2 BDI1054
1 BFO0719
1 CDI0987
3 SAF2200
2 UGA2781
3 ZAM1050
3 MOZ0278
3 BOT0853
1 GHA0746
1 CDI0455
4 MRC0825
3 SAF0806
2 TAN0580
1
1
2
1
2
1
2
2
1
1
1
2
2
1
2
3
2
1
2
2
2
1
2
2
2
3
2
2
2
1
2
2
2
1
2
2
1
1
2
1
2
3
2
2
2
1
2
4
2
3
11
5
7
5
3
2
7
2
3
7
6
4
2
2
3
3
7
1
3
5
2
10
2
9
5
3
1
4
2
1
1
4
2
4
11
3
8
2
3
3
14
5
5
3
51
72
23
29
50
49
27
41
56
60
40
35
52
70
999
23
35
52
37
28
45
25
29
31
50
22
32
24
22
21
18
80
52
24
43
41
31
29
40
26
23
59
22
41
60
37
22
1
2
2
4
3
2
3
4
3
1
2
2
4
1
3
3
3
3
3
4
2
1
2
5
3
4
1
1
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2
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1
4
3
2
1
2
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1
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3
4
1
1
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1
1
4
1
4
3
2
4
3
2
3
3
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1
3
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3
3
3
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1
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4
5
3
2
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4
3
4
1
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3
2
1
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9
1
4
3
4
2
3
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1
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9
4
3
2
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9
3
3
4
2
2
3
4
3
3
1
4
4
4
3
2
9
4
4
3
2
3
3
3
2
3
2
3
4
2
4
4
4
2
2
3
5
2
2
12
35
1
35
11
13
33
9
16
30
17
7
3
30
22
6
24
27
30
30
30
26
25
33
5
9
30
29
34
25
19
35
23
2
15
32
26
16
31
24
34
34
33
22
4
11
1 BEN1197
1 GUI0244
3 ZIM1872
4 ALG0361
3 ZIM1162
1 GHA0643
2 KEN0950
2 UGA1199
4 EGY0448
3 MAD0902
2 TAN1855
3 MLW1961
1 CVE0334
3 BOT0956
2 TAN0277
3 NAM0243
1 CAM0840
1 NIG1133
3 SAF0471
2 TAN2362
2 TAN1091
2 TAN1540
1 SRL0181
1 SEN0982
2 UGA1115
2 BDI0983
4 EGY0158
2 TAN1623
3 SWZ0524
3 ZAM0262
1 SEN0483
3 MAU0859
3 ZIM2043
1 NGR0867
1 BEN0105
1 LIB0140
4 TUN0981
1 SRL0286
3 MAD0078
1 TOG1105
1 NIG0648
3 ZAM0604
3 ZAM0335
2 UGA1761
3 NAM0984
1 BFO1092
1 GHA0732
2
2
2
1
1
2
1
2
1
1
2
2
1
2
1
1
2
2
1
2
1
1
1
1
2
1
1
2
2
2
2
1
2
2
2
2
2
1
2
1
1
2
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1
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1
2
2
5
2
3
2
7
4
1
2
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6
3
2
1
2
9
5
4
5
6
4
5
3
1
6
3
1
2
2
2
5
4
2
4
12
2
7
2
2
7
4
2
2
10
1
4
51
22
34
46
35
62
24
52
50
35
60
26
46
26
34
31
24
35
37
28
30
27
49
23
30
34
45
24
18
66
32
55
35
42
20
26
47
51
45
22
23
25
25
32
43
47
24
4
1
2
4
3
1
2
1
2
3
1
3
4
4
3
2
3
5
1
1
1
3
2
2
1
2
3
2
2
4
1
4
3
4
3
4
1
2
2
4
1
4
2
1
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9
2
1
1
2
3
3
1
4
1
2
2
1
5
3
3
4
2
3
5
5
1
1
2
1
3
2
2
4
2
2
4
1
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3
4
3
3
3
2
4
5
2
4
2
4
4
4
2
4
1
2
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3
5
4
3
1
3
1
4
3
2
4
2
3
4
2
2
1
2
3
3
3
3
3
2
1
4
2
3
3
3
4
5
3
2
4
3
2
2
2
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4
3
5
20
27
30
31
20
23
23
29
14
23
21
31
24
11
24
33
27
6
35
30
6
30
11
30
21
33
20
5
35
32
21
19
8
3
35
27
11
5
33
24
27
24
21
17
9
3
4
4 MRC0880
3 SAF0001
2 TAN1640
1 TOG0572
4 MRC1125
1 NGR0300
1 NGR0813
3 SWZ0910
3 LES0376
1 NGR0843
3 MOZ1079
1 TOG1005
1 NIG0111
1 GHA1763
1 NIG1059
2 UGA2805
3 SAF1876
1 CAM0634
3 ZIM0662
2 TAN0582
1 CAM0993
2 TAN0301
1 GHA1366
2 TAN2028
3 MOZ0764
2 UGA4852
4 MRC0190
2 BDI1083
3 ZIM1646
4 TUN1118
3 MOZ1764
3 MAU0033
1 CDI0941
3 BOT0958
3 ZIM0596
3 SAF0579
1 GHA1759
2 BDI0656
2 UGA5372
1 NIG1759
3 SAF0470
1 NIG2372
3 MOZ0619
3 MLW2012
4 EGY0009
3 BOT1159
1 BFO0136
2
1
2
1
2
2
2
2
2
2
2
2
2
1
2
2
1
1
2
2
2
1
1
1
2
1
1
1
2
2
2
2
1
2
2
1
2
2
2
1
1
2
2
2
1
3
2
5
2
7
7
4
3
4
2
5
10
5
4
8
4
6
7
4
7
4
2
2
2
1
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3
1
6
2
2
3
1
5
12
2
2
3
2
2
1
3
5
6
3
4
3
3
4
22
41
30
23
22
32
49
33
25
67
25
30
18
62
29
27
23
59
45
25
33
42
29
22
35
32
38
42
54
55
57
51
26
67
58
53
30
33
20
25
26
29
42
47
44
39
30
4
4
4
2
5
1
3
2
2
2
1
3
1
1
4
2
2
1
4
2
2
1
2
1
2
1
3
1
3
2
3
4
2
2
2
2
1
3
2
1
1
2
2
2
1
2
9
4
4
4
2
5
1
4
2
1
4
1
3
1
1
3
1
3
1
3
4
3
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3
4
2
1
1
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2
2
1
1
2
1
2
2
3
2
3
4
3
1
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1
2
3
4
4
2
2
1
2
2
1
2
4
4
4
2
2
3
2
2
3
2
3
1
4
2
3
3
1
3
2
2
3
3
1
2
3
2
5
4
4
3
21
14
17
8
35
1
1
24
22
5
34
14
11
31
20
13
28
2
33
35
22
21
1
8
12
13
35
22
9
15
29
24
13
22
7
6
4
21
20
19
19
12
13
22
35
27
3
3 MOZ0751
3 LES0035
3 MLW0825
1 CDI0339
3 ZIM0781
4 ALG1028
4 ALG0848
1 NIG1096
3 NAM0187
2 BDI0538
3 ZAM0506
3 LES0719
1 GHA0375
1 TOG0267
4 MRC0621
2 KEN1701
4 SUD0244
1 BEN0626
2 UGA5368
3 ZIM0345
3 NAM0823
3 MOZ1318
4 ALG0351
1 CDI1143
1 GUI1116
2 KEN2067
3 ZIM2191
3 NAM0081
4 EGY0367
1 LIB1036
3 SWZ0015
1 NIG1722
2 KEN0657
3 NAM0789
1 CVE0015
1 CAM0892
1 BFO1132
3 MOZ0223
4 MRC0912
3 MAU0352
3 MAU0058
1 GUI1139
2 KEN0683
3 NAM0170
3 ZIM1496
3 SAF1804
3 BOT1007
2
2
2
1
1
1
2
2
1
2
2
2
2
2
1
2
2
2
2
1
2
1
1
1
2
2
2
1
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
1
2
2
1
2
4
2
6
7
5
1
2
5
2
3
3
5
4
3
2
2
2
4
1
5
9
7
5
8
5
2
8
10
2
5
2
2
15
5
4
7
3
2
5
2
1
12
5
4
57
57
24
43
35
18
25
28
44
34
41
24
32
40
25
43
27
28
30
51
47
57
26
19
60
49
40
27
55
31
58
36
42
44
39
33
50
24
20
27
35
49
999
22
56
62
22
4
2
2
1
3
4
3
1
5
4
2
4
1
1
4
1
1
2
1
2
3
4
3
5
4
1
1
3
1
2
9
2
1
1
3
1
5
4
3
4
4
4
2
2
4
3
2
2
2
2
1
3
2
3
2
5
3
1
2
4
1
4
5
2
2
1
3
4
3
3
5
4
1
1
3
1
2
1
2
1
1
2
2
4
1
4
4
4
4
2
2
5
2
1
2
2
2
3
3
4
4
2
4
1
2
2
4
2
3
3
2
3
1
4
4
4
3
4
4
4
2
2
3
4
2
2
1
1
2
3
2
1
4
5
2
3
3
4
4
3
1
19
20
26
26
16
23
9
19
8
17
14
25
13
7
26
30
32
17
24
1
24
29
34
17
34
9
7
7
11
34
35
11
7
8
35
25
33
17
19
13
35
16
11
31
1
32
35
3 MAU0712
4 MRC0837
1 SRL1138
1 SRL0346
3 MAD0406
1 NGR0347
4 EGY0287
3 MAU0527
1 CDI0467
3 MLW0852
3 LES0259
1 SEN0966
2 KEN1266
1 CVE0760
1 SRL0042
2 TAN1886
4 TUN0003
3 MLW1681
1 NIG1371
4 ALG0278
1 NIG1373
3 SWZ0261
3 ZAM1076
3 MLW0467
3 ZAM0489
4 EGY0042
1 CVE0632
1 CVE1055
1 GHA2339
3 ZAM0369
3 ZIM0199
1 GHA1027
1 CVE0948
1 CDI0298
3 ZIM1307
1 SEN0679
2 UGA1593
3 MLW1112
3 MAU1086
2 KEN1841
3 ZIM2145
3 MAD0817
1 GHA0601
1 TOG0730
4 ALG0265
4 TUN0793
3 ZIM1771
1
2
1
2
2
2
2
2
2
2
1
1
2
1
2
1
1
2
2
1
2
2
1
2
1
1
2
1
2
2
2
2
1
2
2
1
2
2
2
2
1
2
1
1
1
1
1
2
3
7
5
3
2
3
3
4
7
2
4
2
1
10
4
4
2
3
5
4
3
4
2
5
4
1
1
6
1
3
3
3
2
3
2
2
8
2
2
4
1
2
2
7
2
3
46
45
32
45
30
35
59
27
38
34
44
26
18
26
75
46
36
29
30
58
41
19
20
22
61
66
35
29
74
59
28
58
49
30
30
21
27
65
34
34
19
80
27
49
20
54
38
4
3
1
5
3
4
2
4
1
1
1
2
2
3
1
1
1
4
5
3
4
4
4
2
3
1
3
2
4
1
1
1
1
5
4
3
5
1
3
1
4
2
1
1
5
2
2
4
3
2
5
3
4
2
4
1
2
1
2
1
3
1
1
4
4
5
4
3
1
5
4
3
1
3
3
4
1
1
1
3
2
4
3
4
1
2
2
4
2
1
1
4
4
3
3
2
4
5
3
2
3
4
3
4
3
3
1
3
2
2
3
3
5
4
4
3
4
4
3
2
3
3
4
1
3
1
2
2
4
3
1
1
3
4
4
3
3
2
4
4
4
4
21
9
4
26
7
6
11
14
11
9
19
21
24
4
34
5
33
32
26
6
7
25
28
12
13
20
1
13
30
13
34
2
30
11
30
35
15
7
19
8
32
27
12
11
17
2
1 BFO0365
3 MOZ1294
4 EGY0311
1 BFO0253
1 SRL0673
1 CVE0749
1 CAM0083
1 GHA0520
3 LES0031
1 GHA0352
4 EGY0122
3 MAU0833
3 MOZ1681
1 NIG0788
1 BFO0387
3 ZAM1004
2 BDI0343
2 UGA1344
4 TUN0879
1 SRL0937
1 CAM0446
1 CVE0099
1 SEN0364
4 SUD0188
1 GUI0106
2 KEN2214
4 MRC0955
4 ALG0999
2 KEN2033
2 TAN0109
2 KEN0507
3 ZAM1019
1 BEN0247
2 TAN0491
1 GHA1673
2 TAN0803
3 ZIM1255
1 LIB0697
1 CVE0133
3 MAU0189
1 CDI0277
4 TUN0443
3 SAF1738
1 GUI0575
1 GHA0033
3 MLW0929
1 BEN0025
2
2
2
2
2
1
2
1
2
2
1
2
2
1
1
1
2
1
2
2
1
1
1
2
1
1
2
2
2
2
1
2
1
1
2
2
1
1
2
2
1
2
2
2
1
1
1
2
1
1
3
8
1
2
7
2
4
2
4
1
1
3
4
4
1
2
6
3
4
5
2
6
4
5
5
2
1
3
2
4
3
2
8
4
1
1
3
5
3
2
3
4
3
2
47
999
55
57
41
27
38
63
42
25
31
42
33
32
20
26
67
53
999
40
26
35
42
32
20
18
32
27
30
40
21
18
55
27
36
41
28
46
49
22
36
54
30
20
25
21
21
2
4
2
2
4
1
2
4
2
3
1
2
5
3
1
4
5
4
2
1
2
3
4
2
1
1
4
3
1
1
1
4
4
2
2
2
5
4
3
2
1
4
4
3
2
2
3
4
2
2
2
4
4
2
4
4
3
1
4
3
2
1
3
4
3
4
1
4
2
4
4
1
3
4
4
1
1
1
4
4
2
4
3
4
4
3
4
4
4
2
4
2
4
3
2
-1
2
2
4
3
2
4
4
9
1
3
2
4
2
2
2
3
4
3
4
2
3
4
3
3
3
4
1
2
4
-1
4
3
3
2
5
4
4
3
3
3
2
2
4
3
3
9
4
30
30
2
35
30
1
6
34
2
30
13
13
34
4
14
30
13
27
15
15
17
27
25
28
26
35
18
12
30
23
7
1
17
20
33
24
8
19
28
7
34
31
17
17
20
4 EGY0153
1 BFO0145
2 TAN2286
2 TAN0260
1 BEN0560
3 ZIM1559
2 TAN1485
4 ALG0537
1 CAM0511
3 ZAM0032
1 BEN0320
2 TAN1161
2 KEN2310
2 KEN1431
3 ZAM0908
1 BFO1143
3 LES0708
2 TAN0742
2 KEN0959
3 SAF1442
1 LIB0241
1 LIB0267
3 MLW1312
3 SAF0005
1 SEN0914
4 SUD0501
1 SRL0655
3 ZIM2292
1 MLI0883
1 GUI0061
2 TAN1881
1 NGR0517
1 CVE0012
4 ALG0115
3 MLW1294
4 MRC1114
2 UGA3396
1 NIG1953
1 CDI1141
3 MAU0793
4 SUD0882
1 CVE0788
3 ZAM0119
1 TOG0470
3 MLW0629
3 MLW0243
4 MRC0419
1
2
1
1
2
2
1
1
1
2
1
1
2
2
1
2
2
2
2
1
2
2
2
2
2
1
2
2
2
1
2
2
2
2
2
2
2
2
1
1
2
1
1
2
2
1
1
3
2
6
15
2
2
4
2
1
1
3
3
2
2
6
1
3
3
4
7
8
9
2
1
4
2
10
2
4
8
2
7
1
3
1
6
3
1
6
4
3
2
4
1
6
3
5
30
35
45
40
39
64
32
62
31
27
19
30
37
36
78
30
41
21
45
47
64
35
64
28
20
30
24
18
70
65
38
44
51
64
999
55
43
70
50
24
52
68
45
20
25
18
41
1
5
1
1
3
3
1
4
2
3
1
1
1
2
4
5
3
4
2
3
3
4
4
4
2
2
2
5
1
1
3
3
2
3
9
2
1
1
4
3
1
3
2
3
2
4
3
3
4
1
2
4
2
1
3
2
3
1
1
1
4
4
5
1
3
2
4
3
4
4
2
2
4
3
5
1
1
3
3
3
3
2
2
5
1
4
4
1
3
2
2
2
4
3
3
3
3
2
3
4
2
3
3
3
2
2
3
4
4
2
1
3
3
4
3
4
4
2
2
3
3
5
2
3
3
3
2
3
2
1
3
4
3
4
3
9
2
3
3
4
3
27
17
31
11
13
11
35
24
30
22
27
16
25
15
18
17
27
23
14
12
17
15
18
24
18
21
12
31
12
11
32
1
16
11
27
17
9
20
21
17
35
12
33
32
4
16
16
3 SAF0393
3 MLW1134
1 TOG0331
1 GHA0644
2 KEN1953
1 GHA0262
3 ZIM0298
1 NIG1326
2 TAN1418
3 NAM1038
3 SAF1751
3 MAD0274
1 SEN0606
1 LIB1099
1 MLI0615
3 MLW0392
3 SAF1383
1 NGR1085
3 LES0986
1 GUI0152
3 MLW0618
1 LIB0352
1 MLI0125
1 NIG2235
1 MLI0647
3 MOZ1569
1 GUI0132
1 TOG0217
1 GUI0714
1 GHA1424
4 TUN0648
4 ALG0822
3 MAD0216
1 GHA2297
3 SAF0568
3 MLW2064
4 EGY0359
4 MRC0158
3 MOZ1868
3 MLW1259
3 ZIM1793
1 GUI0063
2 UGA3195
4 TUN0885
1 BFO0596
3 MAD0223
3 MAD0319
1
2
1
2
1
1
2
2
1
2
2
2
1
2
2
2
2
2
2
1
2
2
2
2
2
2
1
1
2
1
1
1
1
2
1
2
2
1
2
2
1
1
2
2
2
1
2
3
-1
4
7
2
6
3
2
5
10
4
2
6
2
2
4
2
4
2
8
8
10
6
5
4
2
3
4
11
5
5
2
2
4
5
2
2
5
2
2
3
11
1
5
8
2
2
20
52
52
19
23
20
37
25
59
18
25
34
21
33
26
20
36
50
71
49
30
19
59
25
60
38
27
51
50
47
35
36
37
100
35
27
38
50
38
21
22
25
27
29
40
40
60
3
4
1
1
1
4
1
4
3
3
4
2
4
5
2
2
1
4
1
4
5
1
3
2
1
3
4
1
2
4
1
4
2
2
2
2
2
3
4
2
4
1
1
2
2
3
3
4
2
2
1
2
4
2
4
3
5
5
3
4
1
3
2
4
4
1
4
4
4
2
1
2
4
5
1
2
4
4
4
1
2
2
4
2
3
3
2
4
4
1
2
2
3
3
4
2
3
1
2
3
2
4
3
4
5
3
3
1
3
4
4
3
1
4
4
4
3
3
1
4
2
3
2
3
4
4
2
2
2
4
3
3
4
3
4
4
1
2
2
3
3
19
5
16
21
28
33
1
26
35
35
35
27
32
24
30
19
31
13
33
35
20
15
31
33
29
11
7
8
6
14
6
22
9
28
5
19
21
25
33
27
33
1
23
27
30
5
1
3 MAU0886
2 BDI0394
3 MAD0027
3 MOZ0613
4 SUD0312
2 UGA0314
4 ALG0753
1 SRL0857
3 ZIM1958
3 ZIM1931
3 ZIM2184
3 SAF0014
4 TUN0656
1 NIG2052
2 TAN0337
3 MAU0868
1 TOG0935
2 KEN1056
2 UGA1270
3 ZIM0294
4 MRC0808
1 LIB0334
1 TOG1048
2 UGA2619
3 SWZ0348
1 GHA1315
1 CVE0312
1 CDI1088
1 CAM0659
3 LES0584
1 CAM0585
3 NAM0864
4 EGY1062
4 SUD0613
2 BDI0450
3 MAU0490
3 MOZ0904
1 SEN1139
2 UGA4613
3 SAF0009
2 UGA6170
4 ALG1094
1 NGR0240
3 SAF0992
2 TAN0779
2 BDI0301
4 ALG0154
2
2
1
2
1
2
2
2
2
2
2
1
1
2
2
1
2
1
2
2
2
1
2
2
2
1
1
1
1
2
1
2
2
1
2
2
1
2
2
1
2
2
2
1
2
2
1
2
5
2
2
4
2
5
7
7
2
6
1
4
7
3
2
8
3
2
3
7
2
4
2
2
6
2
4
2
1
2
1
2
6
2
4
1
3
2
4
7
8
1
2
2
2
5
56
52
23
36
23
31
19
75
56
59
70
64
41
51
34
47
28
49
24
23
52
21
34
31
72
18
29
24
23
35
23
39
40
28
30
47
35
48
28
22
56
70
40
34
22
30
31
4
5
2
4
1
2
3
1
4
1
4
5
1
1
1
3
2
1
1
4
2
5
1
3
2
4
3
4
2
9
4
4
1
5
4
3
4
2
1
2
1
4
4
4
3
2
2
4
5
3
4
3
1
4
1
4
2
4
4
4
1
2
3
2
2
1
4
2
2
3
2
2
4
4
2
9
1
9
2
4
4
4
4
3
2
4
1
1
4
2
4
3
2
2
4
5
2
4
4
1
3
3
3
2
3
4
3
4
2
4
3
2
3
3
3
2
9
2
9
5
3
3
2
2
4
2
4
5
3
3
4
3
1
2
2
3
3
4
3
3
2
1
9
11
33
29
13
33
21
27
4
34
18
17
27
11
30
7
3
13
25
14
26
35
1
15
11
30
13
4
11
15
8
27
24
5
28
17
1
27
30
17
3
27
19
6
11
30
4 ALG0900
4 EGY0520
1 GHA2291
2 UGA5490
3 SWZ0116
2 KEN0365
2 UGA4496
3 MOZ2379
3 SAF2261
1 BFO1178
3 ZAM0995
1 MLI1012
3 MLW0944
3 SAF0156
1 GHA0593
2 TAN1756
1 CVE0709
3 BOT0889
2 KEN0782
1 SEN0998
3 LES0201
1 SRL0363
3 ZIM0973
4 ALG1011
1 LIB1056
1 GHA0371
2 TAN1353
2 KEN0105
1 BFO0756
1 GHA1512
1 LIB1054
1 CDI1157
3 SAF0409
1 NIG1732
2 BDI0600
4 SUD0200
3 MLW0343
4 ALG1056
3 SAF0740
2 TAN0754
3 MLW0077
3 BOT0630
3 SAF0804
3 MAU1181
1 CAM0961
1 GHA2062
2 TAN0293
1
2
2
2
1
2
1
2
1
1
2
1
1
2
1
2
1
2
2
1
1
2
1
1
2
2
2
1
1
2
2
1
1
2
2
2
2
1
1
2
2
2
1
2
2
2
1
5
2
5
8
5
2
3
1
6
1
4
2
3
7
2
2
3
3
8
3
1
5
4
8
4
6
4
3
3
2
7
11
2
4
2
4
2
2
3
1
3
3
4
2
9
5
3
26
41
19
25
25
30
37
32
41
32
20
20
20
30
40
44
25
54
23
25
59
44
18
28
42
56
51
21
22
71
80
57
60
22
30
26
20
46
32
70
34
44
54
35
19
45
25
3
2
5
2
2
1
1
3
1
2
5
4
2
4
1
2
2
3
1
2
3
2
4
2
1
5
1
1
2
2
5
2
4
1
2
1
4
4
3
3
2
9
4
2
2
2
1
3
2
5
2
3
3
1
3
3
2
5
4
2
2
1
2
2
1
1
3
3
3
4
3
3
4
1
4
2
2
5
2
4
3
2
1
4
4
3
3
2
1
1
3
2
2
3
3
3
5
2
3
3
2
3
2
9
2
2
3
3
4
2
9
1
2
4
3
3
4
3
4
9
2
4
2
3
4
3
4
2
3
3
4
4
3
3
2
3
2
4
1
3
3
3
14
13
35
3
12
28
29
31
17
17
18
28
31
16
17
21
4
30
33
30
21
18
21
27
5
13
13
4
24
22
31
26
17
33
35
25
30
4
35
13
17
21
26
32
11
23
3 BOT1115
3 LES0349
2 KEN0136
3 ZIM0893
3 BOT0478
1 GUI0007
4 SUD0479
3 SWZ0338
1 TOG1162
3 MLW1992
3 MLW1918
1 MLI1186
4 SUD1071
1 TOG0703
3 MAD0205
3 MLW0797
3 MOZ1785
1 BFO0272
2 TAN1941
2 UGA1616
2 TAN1957
3 MOZ1791
1 MLI0301
3 MOZ1290
3 SAF1773
2 BDI1067
2 KEN1727
2 KEN0321
1 BFO0500
1 NIG0254
3 NAM0562
1 TOG0376
1 SRL0603
3 MLW1283
2 UGA2622
3 ZIM0123
1 SEN0639
2 TAN0891
1 BFO0400
3 ZIM2143
2 KEN1619
3 MLW1359
3 MOZ1050
1 SRL0380
4 TUN1178
1 GHA0567
1 NGR0574
1
2
1
2
3
1
2
2
1
2
2
1
2
1
2
2
2
2
1
2
2
2
1
2
1
2
2
2
2
2
2
1
2
2
2
1
1
1
2
2
2
2
2
2
1
2
2
6
2
1
7
6
2
3
2
2
2
2
1
3
6
3
2
1
6
4
1
7
1
3
2
2
5
-1
1
3
3
2
3
10
1
3
2
3
2
1
3
2
2
1
3
7
4
4
28
27
28
46
31
33
23
30
36
42
31
49
20
29
48
62
39
50
78
44
23
51
28
21
33
23
80
45
38
29
47
24
34
48
30
32
20
32
32
62
28
28
21
40
60
21
28
3
5
2
4
2
2
9
3
2
2
5
1
2
9
1
2
4
2
1
1
4
3
2
1
3
1
4
1
4
2
5
2
4
2
3
2
2
3
4
4
1
2
4
4
2
5
4
3
5
1
2
4
1
4
4
2
2
5
4
2
1
2
1
2
4
1
1
3
3
2
3
3
3
4
1
4
3
4
4
4
4
2
2
2
3
4
2
4
1
2
4
3
5
5
3
2
2
3
4
3
9
2
4
2
1
4
2
1
3
5
2
4
2
1
1
9
3
1
2
3
4
9
9
2
2
3
4
4
2
3
3
3
3
1
2
3
3
4
3
4
5
23
2
7
9
35
24
11
24
21
33
35
16
6
24
13
8
22
4
19
34
15
24
30
30
35
28
24
28
29
3
5
33
6
30
17
17
33
13
27
25
7
20
22
3
28
33
13
1 NGR0739
1 BEN1150
1 CVE1049
4 EGY0480
3 ZIM2220
1 NIG1247
1 GHA0589
1 NIG1505
3 MOZ1689
2 UGA1249
3 ZIM2032
3 MAD0642
1 CAM0035
1 NIG0002
2 KEN1640
1 CDI0261
3 NAM0523
1 BFO0127
3 MAU0040
3 ZAM0443
1 LIB0428
1 NIG1894
2 TAN1046
2 TAN0858
3 ZIM1469
4 SUD0785
1 NIG1715
4 SUD0930
3 SWZ1077
3 BOT0233
2 BDI0048
2 UGA2062
1 CAM0217
2 TAN2331
3 MLW0810
3 MLW0830
2 UGA5153
2 KEN0978
3 SAF2243
1 SEN0888
1 CVE0591
4 MRC0345
3 NAM1144
3 BOT0030
4 SUD1187
2 UGA0569
2 KEN0244
2
1
1
2
2
1
1
1
2
2
2
2
1
1
2
1
1
2
2
1
1
2
2
1
2
2
2
1
1
3
2
2
1
1
2
2
1
2
1
2
2
1
1
1
2
2
1
1
5
2
1
2
2
5
3
2
1
2
2
2
1
3
3
3
4
5
3
3
1
4
1
2
3
2
4
4
4
4
1
7
2
4
2
2
3
3
8
2
4
3
2
5
4
-1
60
22
38
23
40
29
26
20
37
32
44
42
19
33
30
18
21
32
22
65
35
60
60
45
36
32
32
28
57
77
42
23
37
26
18
28
30
33
34
33
41
32
33
49
21
18
46
3
2
3
1
3
4
1
4
1
1
2
2
4
2
1
3
4
5
2
1
5
4
1
2
3
2
2
2
3
1
4
1
1
3
2
1
2
1
4
2
1
3
3
2
2
2
1
3
3
3
1
3
4
2
4
2
1
2
2
5
4
2
3
1
2
2
1
4
4
1
3
4
2
2
2
1
1
3
3
3
3
2
4
2
2
1
4
1
3
2
2
1
1
1
2
4
9
3
4
4
4
4
9
1
2
2
4
5
3
3
2
2
3
1
5
4
9
2
4
3
3
2
2
3
4
3
9
3
4
2
4
2
3
2
9
2
4
3
1
3
1
6
8
29
30
12
30
8
28
11
24
2
22
30
17
13
34
13
27
21
14
35
2
31
12
35
13
35
24
17
11
21
14
2
17
9
28
5
8
12
35
19
32
21
24
6
30
17
1 CAM0303
1 CDI0001
3 SWZ0792
2 TAN0866
1 GUI0586
2 TAN2115
1 CDI1095
4 SUD0003
1 GHA0225
1 NIG1092
1 BEN1173
3 NAM0209
2 TAN1249
3 MLW1339
2 KEN1537
3 ZAM0454
2 KEN1536
3 SAF2055
3 MOZ1423
3 LES0908
3 ZIM2108
1 BEN0693
1 TOG0541
1 GUI0683
3 ZIM0964
2 KEN1951
3 ZIM0601
1 NIG0585
3 MLW1924
1 GHA2362
3 MOZ1838
3 LES0327
1 BEN0749
3 MLW2266
4 EGY0436
4 SUD0064
2 BDI0736
1 CDI0961
1 GUI1166
3 ZIM0487
3 MAU0579
4 TUN0259
3 MOZ0218
1 NIG0190
1 CAM1089
2 TAN0122
3 MLW2195
2
2
2
2
2
2
1
1
2
2
1
2
2
2
2
1
2
1
1
2
2
2
2
2
2
2
2
1
2
2
1
2
2
2
1
1
1
2
2
2
1
1
2
2
1
2
1
2
9
6
3
4
3
6
6
3
2
3
2
3
2
2
3
4
4
2
5
1
2
3
2
4
1
2
1
3
4
1
3
2
4
2
2
3
3
3
2
2
3
2
5
2
2
3
24
38
42
43
52
46
30
54
40
34
43
40
52
38
33
38
42
49
54
68
28
53
22
36
31
25
59
19
55
31
28
18
25
45
22
21
64
45
59
35
36
44
21
23
39
37
45
1
1
2
2
4
3
2
4
1
2
1
4
3
2
1
4
1
2
2
3
2
2
2
3
1
2
2
1
3
2
2
4
5
5
1
5
2
4
4
3
2
2
4
2
3
1
2
5
2
3
2
2
3
2
4
1
2
2
5
1
4
1
2
1
2
3
3
2
1
2
4
2
1
1
4
4
2
2
4
2
5
2
5
4
4
2
2
4
2
3
3
2
1
2
-1
3
3
2
3
2
3
4
9
2
4
3
1
4
4
4
1
3
2
3
2
1
2
3
2
3
3
9
2
4
2
3
2
2
2
2
4
4
2
3
2
2
3
2
1
3
2
8
12
30
24
23
27
27
11
33
30
16
12
15
29
11
19
26
35
13
11
34
26
21
22
33
7
22
32
19
30
17
17
15
27
19
17
30
1
1
4
15
16
31
3
11
32
24
1 CDI0352
1 GUI0847
2 TAN0573
1 NIG0654
1 NGR0213
3 SAF0775
3 SAF0155
1 GHA0489
2 UGA5231
2 TAN0357
3 MAD0120
1 GUI0944
1 LIB1034
3 SWZ0604
1 GHA1217
3 MAU0041
1 SRL1178
3 ZIM1161
2 KEN1304
1 GHA0046
3 ZAM0479
1 SRL0552
3 MOZ1576
3 NAM0889
2 UGA3629
1 CVE0320
3 NAM0237
4 TUN0403
3 MAU0197
2 TAN0170
3 MLW1872
3 MLW0133
1 LIB0502
3 SAF1237
3 MAU0925
3 MLW0210
2 TAN1416
4 ALG0465
4 ALG0701
1 BFO0090
1 LIB0185
3 MAD0924
1 TOG0023
3 BOT0310
1 GHA1549
4 TUN0759
1 NIG1771
1
2
2
1
2
1
2
2
2
2
2
2
2
1
2
2
1
1
2
1
1
1
2
2
2
1
1
1
2
2
2
2
2
2
1
2
1
1
1
2
2
2
1
3
1
2
1
6
4
5
5
2
3
3
7
2
5
3
5
6
3
4
3
5
2
3
2
3
15
1
5
2
2
4
7
2
4
2
6
2
2
3
5
4
6
5
2
2
2
5
2
3
2
2
37
20
50
25
25
998
41
53
26
68
40
19
45
58
18
54
38
31
65
40
32
19
999
33
24
19
27
28
40
43
35
42
35
22
49
61
76
24
20
30
25
30
22
57
32
36
48
2
2
1
2
2
2
2
1
1
1
2
3
5
4
2
4
4
3
1
2
4
9
4
5
1
3
4
1
4
2
1
2
4
2
3
4
2
4
5
5
5
1
3
2
2
9
1
3
1
1
2
3
1
2
3
1
2
3
3
1
3
5
3
4
4
1
3
4
9
4
4
1
3
3
2
4
1
1
2
4
1
3
4
2
4
3
4
5
2
3
2
2
1
1
3
9
2
2
4
2
3
2
1
2
3
3
4
3
4
2
3
4
9
4
4
4
3
4
3
9
3
3
4
3
3
4
4
2
3
4
3
4
3
2
4
1
3
3
2
2
2
21
7
23
27
35
8
21
26
17
7
1
17
21
12
33
24
28
6
24
31
21
9
22
32
16
5
35
1
24
23
21
16
14
14
23
2
21
27
29
9
21
33
35
20
24
21
24
3 MOZ1794
1 CVE1173
1 NGR0941
3 SAF2140
3 ZIM0030
1 CDI0820
3 MOZ0743
1 SRL0486
3 MLW2336
1 CVE0381
4 ALG1081
3 MLW0073
3 MOZ1099
1 GUI0262
2 UGA5347
1 NIG1779
4 SUD0488
1 CAM0629
1 NIG0486
1 TOG0827
3 MOZ1413
4 EGY0113
3 NAM1128
4 TUN0665
3 MAD0007
2 BDI0491
3 ZIM1217
4 ALG0419
1 NIG0276
1 NGR0109
3 MOZ1935
3 MAD0594
3 LES1171
3 LES0635
1 NGR0038
1 BEN0271
3 MOZ0289
3 SAF2028
3 SWZ0103
4 EGY1197
3 MOZ1211
2 UGA6022
3 ZIM0340
4 MRC1159
1 NIG2001
3 MOZ0395
1 NIG0457
2
1
2
1
1
2
2
2
2
2
1
2
2
2
2
1
1
2
1
2
2
1
1
1
1
2
1
1
2
1
2
1
2
2
1
2
2
1
1
2
2
2
1
2
1
2
2
1
1
1
7
4
7
6
6
3
2
6
2
1
4
2
1
4
6
9
3
1
4
3
5
2
4
3
5
9
4
1
1
3
1
2
2
1
2
3
3
2
25
3
6
4
1
1
32
33
46
26
57
41
19
24
43
19
18
24
999
35
37
34
56
19
26
43
42
65
34
32
52
19
37
53
30
32
39
80
27
39
51
28
25
37
34
21
999
24
30
65
25
54
28
4
3
2
2
3
3
3
4
3
2
4
2
2
1
4
1
3
5
1
4
2
1
4
1
1
3
4
3
4
3
2
2
1
1
4
5
3
3
1
2
4
2
2
2
1
3
1
2
4
2
2
4
3
3
4
4
2
4
4
2
2
4
4
4
5
3
4
1
1
4
4
1
4
3
2
3
4
1
2
1
1
2
3
3
4
4
2
3
5
3
2
1
3
1
2
9
2
3
5
3
4
4
4
9
4
2
2
3
4
2
3
4
3
2
2
3
3
4
3
4
4
3
4
2
2
2
1
1
2
2
3
4
4
2
3
4
4
2
4
2
2
20
13
26
35
3
5
18
18
15
1
27
32
3
13
31
27
19
27
11
17
22
2
1
30
30
1
35
30
6
26
8
34
9
33
23
30
28
32
15
11
30
7
15
21
35
4
25
4 MRC0924
2 KEN1740
1 SRL0694
3 ZIM1017
3 BOT0577
2 BDI1114
1 MLI0651
1 MLI0508
1 LIB0618
4 ALG0005
3 SAF1020
4 TUN0542
3 BOT0892
2 KEN0628
1 TOG0593
3 SAF0902
3 MAU0604
3 SAF0580
1 GHA1575
3 MLW0605
3 NAM1164
1 BEN0486
4 ALG0352
2 TAN1260
2 TAN0994
4 ALG0988
3 ZIM0473
2 TAN1829
1 CAM0742
1 SRL0540
1 CDI0636
3 ZAM0769
4 EGY0851
2 UGA1760
1 NGR0192
2 TAN2380
4 SUD0938
4 TUN0309
1 LIB0726
1 GHA2051
2 TAN1318
1 CVE0654
1 LIB0066
3 MOZ1967
3 ZIM1961
1 BFO0798
1 SEN1018
2
1
2
2
2
2
2
2
1
2
2
1
2
1
2
2
1
1
2
2
2
1
1
2
2
2
2
1
2
2
1
1
2
1
2
2
2
1
1
1
2
1
2
2
2
1
1
4
2
10
5
2
2
6
2
9
2
2
2
3
4
2
4
2
2
2
7
2
5
7
3
2
7
4
3
1
18
3
6
2
2
1
2
3
7
9
5
2
4
8
2
6
1
3
50
25
35
53
57
23
38
43
42
41
34
41
30
54
20
33
36
38
60
51
39
21
41
43
44
38
57
20
22
30
35
49
34
26
999
22
65
29
40
65
28
39
33
21
27
22
22
2
1
4
2
4
3
2
1
1
2
2
1
4
3
4
4
2
2
4
2
4
1
2
1
2
2
4
2
2
4
3
4
3
2
2
1
2
1
4
4
3
3
5
3
4
4
1
2
2
4
2
2
4
2
1
2
1
1
1
3
3
4
4
3
2
4
2
3
4
2
2
2
4
3
3
3
4
3
2
3
4
3
1
2
3
4
4
3
5
4
3
4
4
1
4
2
4
2
2
4
3
2
4
3
2
2
4
4
4
4
3
2
4
4
2
4
3
2
2
3
2
2
2
4
3
2
2
4
4
2
2
3
1
4
3
4
4
2
5
2
3
32
3
33
35
24
28
11
12
11
11
8
2
18
20
12
3
27
8
19
21
24
24
27
32
11
26
4
18
7
21
33
6
21
25
29
27
31
30
30
35
5
24
15
28
30
2
18
4 TUN0923
3 BOT0673
2 UGA1155
3 ZIM0990
1 NIG2376
4 SUD0531
1 GHA1184
1 GUI0711
1 GHA0957
1 GHA1168
1 CDI0232
1 BEN0322
1 MLI0864
4 MRC0149
1 GUI0382
3 BOT1183
3 SAF0313
1 CDI0281
3 MAU0224
3 MOZ1521
1 NIG0760
1 NIG0932
3 SAF0614
4 TUN0900
1 GHA2356
1 SRL0096
1