1
00:00:00,000 --> 00:00:03,842
A maara nke ọma na ọnụọgụ na statistiks
abụghị ihe onye ọ bụla na-enwe mmasị na ya.

2
00:00:03,842 --> 00:00:10,390
Ọtụtụ mmadụ na-enwe obi ụtọ ịhapụ nchịkọta na nyochaa
data n'aka ndị ọkachamara ma kwere nsonaazụ e gosipụtara.

3
00:00:10,390 --> 00:00:13,503
Otú ọ dị, nke a abụghị mgbe niile ụzọ kacha mma isi mee ihe.

4
00:00:13,503 --> 00:00:17,318
Nke a bụ otu ihe, dịka ọmụmaatụ, gbasara
ọnụọgụ ọnwụ e bipụtara site n'aka Ụlọ Ọrụ Nchịkọta

5
00:00:17,318 --> 00:00:20,076
Ọnụọgụgụ Federal n'oge mgbasa ọrịa coronavirus.

6
00:00:20,076 --> 00:00:28,110
Anyị niile hụrụ otú Ọfịs si kwupụta ọnụego ọnwụ
karịrị akarị dị ukwuu mgbe mberede ahụ malitere na 2020.

7
00:00:28,110 --> 00:00:36,030
N'ihi mgbasa ozi, ọ doro ọtụtụ mmadụ anya: ọrịa mba ụwa na-ebute
ọnwụ, onye ọ bụla chọrọ ichebe onwe ya ga-anata mgbochi.

8
00:00:36,030 --> 00:00:38,756
Egwu e kpatara nwere mmetụta!

9
00:00:38,756 --> 00:00:43,769
Otú ọ dị, ọnọdụ ga-adị iche na 2021 na 2022.

10
00:00:43,769 --> 00:00:46,583
Ọgbakọ mgbasa ozi buru ibu ahụ rụzuru ebumnuche ya.

11
00:00:46,583 --> 00:00:49,783
Ọtụtụ n'ime ndị bi n'obodo ahụ ka e gbara ha mgbochi.

12
00:00:49,783 --> 00:00:56,556
Dị ka nkwupụta gọọmentị si kwuo, ya mere
enweghịkwa mmejọ ọ bụla ọzọ metụtara ọnụego ọnwụ.

13
00:00:56,556 --> 00:01:01,936
Otú ọ dị, dịka ọkachamara na informatics azụmahịa
Marcel Barz siri kwuo, nke a bụ ụgha doro anya.

14
00:01:01,936 --> 00:01:11,383
"Ihe m hụrụ na data dị ọcha gbasara ọnwụ bụ
kpamkpam megidere ihe ọha na eze na-eche," ka Barz kwuru.

15
00:01:11,383 --> 00:01:16,543
N'ịrụ ọrụ n'ụzọ zuru ezu na nwayọọ nwayọọ, ọ
tụnyere data amịrị amị wee rute nkwubi okwu ijuanya.

16
00:01:16,543 --> 00:01:23,963
O chọpụtara na, n'adịghị ka nkwupụta gọọmentị
si kwuo, enweghi ọnwụ karịrị akarị n'afọ 2020.

17
00:01:23,963 --> 00:01:29,597
Ọ bụghị naanị na ọnụ ọgụgụ ndị nwụrụ anwụ n'ime afọ abụọ
sochirinụ dị ịtụnanya, kamakwa ọtụtụ ụmụ nwanyị na ụmụ

18
00:01:29,597 --> 00:01:33,196
nwoke nọ n'etiti afọ na ndị nọ n'afọ ndị ntorobịa nwụrụkwa.

19
00:01:33,196 --> 00:01:40,876
Maka oge mbụ, ụkpụrụ ọnwụ gosikwara usoro
oge kpamkpam na-abụghị nke a na-ahụkarị.

20
00:01:40,876 --> 00:01:47,486
Marcel Barz na-egosi njehie ijuanya ndị
ọchịchị mere n'ịchịkwa ọnụọgụ gọọmentị.

21
00:01:47,486 --> 00:01:54,152
Olee otú o si kwe omume, ka onye odeakwụkwọ jụrụ, na
nkwukọrịta ọha na eze si pụọ otú a n'ụzọ data mbụ?

22
00:01:54,152 --> 00:02:06,217
Lee nchịkọta ngosi vidiyo a ugbu a: Ọnụgụ ọnwụ na data mbụ.
Banyere vidiyo a... Data gọọmentị sitere na Ọfịs Nchịkọta Ozi

23
00:02:06,217 --> 00:02:17,285
Federal na-egosi nke ọma na e nwere puku ọnwụ karịrị
akarị na Germany n'afọ 2021 na 2022. Ka njọ, maka oge mbụ,

24
00:02:17,285 --> 00:02:24,570
mmụba doro anya na ọnwụ metụtara ọbụna ìgwè ndị ntorobịa.

25
00:02:24,570 --> 00:02:31,674
Gịnị mere anyị ji ahụghị, anụghị ma ọ bụ gụọ ihe ọ bụla gbasara
nke a na mgbasa ozi? Kedu ihe ize ndụ ọnwụ kpatara ndị bi na

26
00:02:31,674 --> 00:02:38,893
anyị? Kedu ọrụ Ọfịs Nchịkọta Ọnụọgụgụ Federal dị na Wiesbaden
na-arụ? N'okwu nkuzi a, aga m egosi ọnụọgụ ọnwụ gọọmentị kwadoro

27
00:02:38,893 --> 00:02:45,481
na njehie ijuanya ndị ọchịchị anyị na-eme mgbe ha na-ebipụta
ọnụọgụ ndị a. Anyị ndị obodo anaghị enweta ozi eziokwu

28
00:02:45,481 --> 00:02:50,063
gbasara ọnụọgụ ọnwụ. (Marcel Barz (Jüterbog, 20 Nọvemba 2023))

29
00:02:50,063 --> 00:02:58,416
Aha m bụ Marcel Barz, afọ m bụ iri anọ na asatọ. Si mpaghara
Berlin ka m si, ma ka m kọwaa nke ọma, si nta obodo Jüterbog.

30
00:02:58,416 --> 00:03:04,476
Ma abụ m ọkachamara IT azụmahịa a zụrụ, nke
pụtara na m na-arụ ọrụ na data na ọnụọgụ.

31
00:03:04,476 --> 00:03:10,871
Ma n'ihi na m na-eme ihe niile nke ọma ma
na-enyocha ihe niile ugboro abụọ, enwetara m aha

32
00:03:10,871 --> 00:03:14,943
onye na-agụ ọnụọgụ – nke m ji mpako n'eziokwu.

33
00:03:14,943 --> 00:03:19,496
Ya mere, isiokwu bụ: ọnwụ dị na data mbụ.

34
00:03:19,496 --> 00:03:23,323
Mgbe m kwuru 'raw data', ana m ekwu data a na-emeghị mgbanwe.

35
00:03:23,323 --> 00:03:32,126
Ya mere, anaghị m ele anya na nkwupụta mgbasa ozi e mechara ma ọ
bụ eserese e mechara, kama m na-enweta ngwugwu data nke zuru ezu

36
00:03:32,126 --> 00:03:40,920
o kwere mee, wee malite ịgbakọta ọnụ ọgụgụ niile ma mepụta eserese
n'onwe m, wdg. Nke ahụ bụ ihe m pụtara site na data dị ọcha.

37
00:03:40,920 --> 00:03:48,529
Ma mgbe ọ bịara n'ọnwụ, ajụjụ bụ:
ọtụtụ mmadụ ka ole mmadụ nwụrụ na Germany?

38
00:03:48,529 --> 00:03:54,730
Ya mere, ọ bụghị naanị ọnụọgụ ndị mmadụ, kamakwa
nyochaa ma e nwere karịa ka a na-ahụkarị ma ọ bụ obere.

39
00:03:54,730 --> 00:03:56,536
Ọ dịghị ihe ọzọ – nke ahụ bụ ajụjụ.

40
00:03:56,536 --> 00:04:07,795
Ihe m hụrụ na data amamịghị emezigharị gbasara
ọnụego ọnwụ bụ kpamkpam megidere ihe ọha na eze kwenyere.

41
00:04:07,795 --> 00:04:15,402
Ma kpọmkwem, nke ahụ bụ eziokwu – n'ihe gbasara
ọnwụ n'afọ 2020 – echiche ọha na eze bụ na e

42
00:04:15,402 --> 00:04:19,849
nwere mmụba pụtara ìhè n'ọnwụ n'ihi ọrịa mba ụwa.

43
00:04:19,849 --> 00:04:32,216
Mụ onwe m kwenyere na nke a ga-eme na 2020. Omume ndị
mmadụ gosiri nke a – mụ onwe m tụrụ m egwu ọnwụ, egwu nje ahụ.

44
00:04:32,216 --> 00:04:36,669
Ma mgbe m lere data dị ọcha anya,
ahụrụ m kpọmkwem ihe megidere ya.

45
00:04:36,669 --> 00:04:44,758
Ọ bụghị naanị na ahụghị m ihe ọ bụla
na-adịghị ahụkebe na 2020, kamakwa ahụrụ m ọnụego

46
00:04:44,758 --> 00:04:49,230
ọnwụ kacha ala n'akụkọ ihe mere eme na 2020.

47
00:04:49,230 --> 00:04:58,523
Ajụjụ bụ: kedu ka o si mee ka e nwee nnukwu ọdịiche dị
n'etiti ihe data na-egosi na ihe ọha na eze na-eche banyere ya?

48
00:04:58,523 --> 00:05:00,663
Nke ahụ bụ nkwupụta m.

49
00:05:00,663 --> 00:05:05,516
Ma m ga-akọwa ihe ndị a n'ụzọ zuru ezu n'oge ngosipụta m.

50
00:05:05,516 --> 00:05:13,024
Ọ bụghị naanị na nke a mere na 2020, kamakwa na
2022, nke m ga-ewere ugbu a dị ka ihe atụ nke abụọ, ọ

51
00:05:13,024 --> 00:05:17,136
bụkwa ihe megidere kpamkpam ihe ọha na eze na-eche.

52
00:05:17,136 --> 00:05:25,827
Mgbe ọtụtụ mmadụ kwenyere na enweghịzi ihe ijuanya n'ọnụọgụ ndị
nwụrụ anwụ, omume ndị mmadụ gosiri nke a: ndụ dị ka nkịtị, ọ

53
00:05:25,827 --> 00:05:33,045
dịghịzi onye na-ekwu maka ọnụọgụ ndị nwụrụ anwụ,
anyị na-ekwu maka Ukraine, anyị na-ekwu maka Israel, e

54
00:05:33,045 --> 00:05:37,636
nwere okwu kpamkpam dị iche, Corona bụ nke gara aga.

55
00:05:37,636 --> 00:05:45,078
Ma mgbe m lere ọnụọgụ ọnwụ anya, ugbu a ahụrụ m ihe
ndị a na-atụghị anya ya nke ọtụtụ mmadụ kwenyere na

56
00:05:45,078 --> 00:05:49,196
ha hụrụ na 2020. Ugbu a ahụrụ m ha na ọnụọgụ ọnwụ.

57
00:05:49,196 --> 00:05:55,183
Ihe na-akpali akpali bụ na m na-ahụkwa ihe
ndị a na-adịghị ahụkebe n'ọgbọ ndị ntorobịa.

58
00:05:55,183 --> 00:06:01,490
Enweghị m ụdị ndị dị otú ahụ n'oge gara aga.

59
00:06:01,490 --> 00:06:05,236
Ma ugbu a, ahụrụ m mmụba doro anya
n'ọnwụ n'etiti ìgwè ndị ntorobịa.

60
00:06:05,236 --> 00:06:06,536
Ma nke ahụ bụ ihe nkiri n'eziokwu.

61
00:06:06,536 --> 00:06:13,103
Ọ na-atọ ụtọ mgbe anyị na-enyocha
ya kwa izu, nke eserese a na-egosi.

62
00:06:13,103 --> 00:06:22,303
Ugbu a, anaghị m etinye "spaghetti" n'elu ibe ha, ka e si
kwuo, kama otu n'otu, site na 2011 ruo 2023, ka e si kwuo.

63
00:06:22,303 --> 00:06:26,463
Ma m lere anya ọbụna azụ karịa,
mana m wepụrụ ya ugbu a ka ị hụ ihe.

64
00:06:26,463 --> 00:06:33,029
Ma ahịrị zigzag a na-acha anụnụ anụnụ
na-anọchite anya ọnụego ọnwụ, karịsịa maka ìgwè afọ

65
00:06:33,029 --> 00:06:36,850
iri anọ na ise ruo iri ise, nke bụ ìgwè afọ m.

66
00:06:36,850 --> 00:06:41,403
Anyị na-ahụ usoro kwụsiri ike nke ọma.

67
00:06:41,403 --> 00:06:48,823
Ee, ọ na-apụta n'elu na n'okpuru, ka e
si kwuo, ma ọ na-eme ihe n'ụzọ kwụ ọtọ.

68
00:06:48,823 --> 00:06:49,748
Ee, mgbe niile otu usoro ahụ:

69
00:06:49,748 --> 00:06:54,663
N'oge oyi ọ dị ntakịrị elu, n'oge okpomọkụ ọ na-ada
ntakịrị, mgbe ahụ ọ na-arịgo ọzọ n'oge oyi na-esote.

70
00:06:54,663 --> 00:07:00,983
Ma ọ bụrụ na anyị gbatịrị nke a
n'aka ekpe, ọ ga-adị mgbe niile n'ụdị a.

71
00:07:00,983 --> 00:07:05,543
Ugbu a ka ọrịa mwakpo kacha njọ n'ụwa niile bịara.

72
00:07:05,543 --> 00:07:07,490
Ma nke a bụ otú o si dị.

73
00:07:07,490 --> 00:07:11,790
Ma n'ile anya mbụ, ị na-ekwu: Ọ bụ
n'ezie otu ihe ahụ dị ka mgbe niile.

74
00:07:11,790 --> 00:07:15,056
Ahịrị ojii ahụ bụ, ka e si kwuo, usoro oge.

75
00:07:15,056 --> 00:07:20,336
Anyị na-aga n'ihu na afọ 2020
dịka anyị si eme n'afọ ndị gara aga.

76
00:07:20,336 --> 00:07:26,023
Anyị n'eziokwu nwere otu ihe pụtara iche n'ala,
nke bụ ihe akụkọ ihe mere eme, ka e si kwuo ya.

77
00:07:26,023 --> 00:07:29,310
Ma ahụghị m usoro ọ bụla a pụrụ ịhụ.

78
00:07:29,310 --> 00:07:35,670
Ugbu a agbakwunyere afọ iri abụọ na
otu na iri abụọ na abụọ na nke ahụ.

79
00:07:35,670 --> 00:07:44,150
Ma nke ahụ bụ ụkpụrụ a na-adịghị
ahụla n'òtù afọ a n'afọ niile gara aga.

80
00:07:44,150 --> 00:07:52,462
Ya mere, anyị nwere ike ịhụ nke ọma na ahịrị
anụnụ anụnụ ka dị n'elu ahịrị ojii nke ọma, ọ fọrọ nke

81
00:07:52,462 --> 00:07:57,023
nta ka ọ gafere ya, na nnukwu mpaghara na-apụta.

82
00:07:57,023 --> 00:08:12,576
Ma nke ahụ pụtara na ọtụtụ ndị ntorobịa nwụrụ ebe a
n'ihi ihe ize ndụ dị n'èzí, nke a ga-enyocha ugbu a.

83
00:08:12,576 --> 00:08:16,896
Anyị ahụghịla ọkwa ọnwụ dị otú a n'otu ìgwè afọ a tupu.

84
00:08:16,896 --> 00:08:20,290
Ya mere, ọ bụ akara ịdọ aka ná ntị doro anya nke ukwuu.

85
00:08:20,290 --> 00:08:29,396
Anọ m ijuanya na ọ nweghị ihe na-eme, n'ihi na ụkpụrụ a
adịghị adị tupu. Ọ na-egosi naanị otu ụzọ, ya bụ n'elu.

86
00:08:29,396 --> 00:08:33,563
Ma achọrọ m iwere otu afọ ọzọ.

87
00:08:33,563 --> 00:08:38,623
Ka anyị lee ndị dị afọ iri ise ruo iri ise na ise.

88
00:08:38,623 --> 00:08:41,543
Ma n'eziokwu, anyị na-ahụ otu ihe onyonyo ahụ.

89
00:08:41,543 --> 00:08:45,330
Mgbe niile, mgbanwe yiri nke ọnụego ọnwụ.

90
00:08:45,330 --> 00:08:50,576
Ugbu a, agbakwunyere ọrịa mba ụwa n'ngwakọta n'afọ 2020.

91
00:08:50,576 --> 00:08:59,020
Ma n'eziokwu, anyị na-ahụ ọnụego ọnwụ dị ala karịa
nkezi n'ime ndị dị afọ iri ise ruo iri ise na ise.

92
00:08:59,020 --> 00:09:03,810
Ee, n'afọ ndị ọzọ, ọ dị elu nke ukwuu.

93
00:09:03,810 --> 00:09:10,536
Ugbu a aga m igosi gị afọ 2021 na 2022.

94
00:09:10,536 --> 00:09:16,343
Anyị na-ahụ otu ihe ahụ dịka n'òtù afọ ndị ọzọ:

95
00:09:16,343 --> 00:09:23,150
Ụkpụrụ doro anya nke ukwuu nke dị n'elu usoro oge.

96
00:09:23,150 --> 00:09:28,818
N'ikwu ya n'ụzọ ọzọ, puku mmadụ nọ n'ọgbọ
ndị ka nta afọ, nke dabeere na ọnụọgụ,

97
00:09:28,818 --> 00:09:33,443
ekwesịghị ka ha nọ n'ihe ize ndụ, anwụọla ebe a.

98
00:09:33,443 --> 00:09:41,136
Ọ bụ akara ịdọ aka ná ntị doro anya nke
ukwuu, ma anaghị m anụ ihe ọ bụla gbasara ya.

99
00:09:41,136 --> 00:09:50,244
Nsogbu bụ na ọ bụrụ na ị na-ele naanị ọnụ ọgụgụ ndị bi
niile, a na-ekpuchi akara ịdọ aka ná ntị a site n'ọnwụ

100
00:09:50,244 --> 00:09:54,796
ndị agadi, n'ihi na ọnụego ọnwụ dị elu karịa ebe ahụ.

101
00:09:54,796 --> 00:09:56,189
Mgbe ahụ, ị gaghị ahụ ya kpamkpam.

102
00:09:56,189 --> 00:10:06,209
Ị ga-eleba anya na ọnụego ọnwụ, ị ga-eleba anya na ha kwa izu,
ma ị ga-eleba anya na ha maka otu afọ ma ọ bụ obere ìgwè afọ.

103
00:10:06,209 --> 00:10:09,729
Ya mere, a pụghị ileghara akara a anya.

104
00:10:09,729 --> 00:10:18,247
Ma ebe ọ bụ na Ụlọ Ọrụ Nchịkọta Ọnụọgụgụ Federal na-eme nke a –
na-enyocha ọnụego ọnwụ kwa izu, dịka m gosiri na mbipụta

105
00:10:18,247 --> 00:10:28,416
ahụ – ọ na-atọ m ihe ijuanya na a naghịkwa kesaa akara
ngosi ịdọ aka ná ntị a n'ọha ma na-echekwa ya pụọ n'anya ọha.

106
00:10:28,416 --> 00:10:30,800
Ugbu a, aga m nkwubi okwu m:

107
00:10:30,800 --> 00:10:39,991
Echere m na m enweela ike igosi ihe kpatara ọnụego ọnwụ
ji dị mma maka ịtụle ọnwụ, n'ihi na ha dị mfe ka onye ọ

108
00:10:39,991 --> 00:10:45,023
bụla ghọta, ya mere ha dabara nke ọma maka nkwukọrịta ọha.

109
00:10:45,023 --> 00:10:52,883
N'ihi na anyị nwere nghọta nke ihe pasent
pụtara: 2%, 5% – anyị maara ha site na ndụ kwa ụbọchị.

110
00:10:52,883 --> 00:10:56,509
Ma nke a bụ ihe mere m ji chere na
anyị kwesịrị ileba anya na ọnụego ọnwụ.

111
00:10:56,509 --> 00:11:02,523
Ọnụego ọnwụ bụ data doro anya, ya bụ eziokwu, ka e si kwuo.

112
00:11:02,523 --> 00:11:08,323
Enweghị mgbakọ ọ bụla n'azụ ya, enweghịkwa ụdị ihe nlereanya
ọ bụla, kama nke a bụ otú anyị si tụọ ya, otú anyị si hụ ya.

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Ma ọnụego ọnwụ dị na Ọfịs Ọnụọgụgụ Etiti.

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Ma n'ihi na e bipụtaghị ha, ọ pụtaghị na ha adịghị ebe ahụ.

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Ya mere, anyị kwesịrị ịrịọ ọnụego ọnwụ site
n'aka Ọfịs Nchịkọta Ọnụọgụgụ Gọọmenti Etiti.

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Ma ihe kpatara ọha ji nwee nghọta ezighi ezi gbasara ọnwụ n'afọ
2020 bụ n'ihi na Ụlọ Ọrụ Nchịkọta Ọnụọgụgụ Federal

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họọrọ ihe ngosi ezighi ezi maka nkwukọrịta ọha, ya
bụ ọnụọgụ ndị nwụrụ anwụ na ọnụego ọnwụ karịrị akarị.

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Ee, echere m na m kọwara ya nke ọma: ọnụego ọnwụ
na-emebi eserese mgbe ọnụ ọgụgụ mmadụ gbanwere, ya bụ mgbe

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ọnụ ọgụgụ mmadụ na-eto na mgbe ha na-arịwanye agadi.

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Ma mgbe ọ bịara n'ọnụọgụ ọnwụ karịrị akarị, ọ bụrụ na a
gbakọtara ya site n'iji usoro etiti dị ka nke a, mgbe ahụ n'ime

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ndị bi na-arịwanye agadi, nke a na-eduga n'ịkwalite ọnụọgụ.

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Ma ọ bụrụ na anyị na-ekwupụta naanị ọnụọgụ abụọ a,
dịka Ụlọ Ọrụ Nchịkọta Ọnụọgụgụ Federal si eme, ọ

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dịghị ihe ijuanya na e mepụtara echiche ụgha dị otú ahụ.

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Ee, nke ahụ naanị ya bụ ihe na-akpata iwe, na a
na-etinye mba niile n'ime ụjọ na-enweghị

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ntọala ọ bụla, na-enweghị ntọala ọ bụla na data mbụ.

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Ma ihe anyị na-enwe ugbu a na 2022, na anyị anaghị anụ ihe ọ bụla
gbasara usoro a pụtara ìhè n'etiti ọgbọ ndị

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ntorobịa site n'aka Ọfịs Nchịkọta Ọnụọgụgụ
Federal, ana m ahụ ya fọrọ nke nta ka ọ bụrụ mpụ.

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N'ihi na mgbe m hụrụ mmejọ ndị a, Ọfịs
Nchịkọta Ọnụọgụgụ Federal na-ahụkwa ha.

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Ma eziokwu na ị naghị enwe ike ịnụ ihe
ọ bụla ebe ahụ na-ebute ọtụtụ ajụjụ.

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N'ihi na ọ bụrụ na Ụlọ Ọrụ Nchịkọta Ọnụọgụgụ Federal
kwuo, "Ndewo, e nwere ihe na-adịghị ahụkebe nke

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ukwuu ebe a!", nke ahụ ga-emetụta ndọrọ ndọrọ ọchịchị.

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Amaghị m ihe kpatara ị nweghị ike ịnụ ihe ọ bụla.

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N'ihi na ọrụ mmekọrịta ọha ụlọ ọrụ ahụ mere na 2020, ee, site na
nzukọ mgbasa ozi na ihe ndị yiri ya, na mkpesa niile

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a, ga-enwe ugbu a ezigbo ntọala na data, ma anyị
anaghị anụ ihe ọ bụla site na Ụlọ Ọrụ Ọnụọgụgụ Etiti.

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Ya mere, a chọrọ nkọwa ngwa ngwa ebe a.

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Dị ka m kwuru, ana m arịọ ka unu kwado m iji hụ
na a ga-eme ka ndị na-eme ihe ahụ zaa maka ya,

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ma ka anyị hụ ọnụego ọnwụ n'etiti ndị ntorobịa.

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Ọfọn, nke ahụ mechiri okwu m.

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Daalụ maka ntị unu, ana m ekele unu ka ihe niile dị mma mee unu.

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Nọrọ nke ọma, Marcel Barz.

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