Split (1)

train · 45k rows

country stringclasses 15 values	country_code stringclasses 15 values	year int64 2.02k 2.03k	gender stringclasses 2 values	age_group stringclasses 5 values	education_level stringclasses 4 values	occupation_skill_level stringclasses 3 values	education_job_match stringclasses 3 values	technical_skills_gap stringclasses 4 values	soft_skills_gap stringclasses 4 values	digital_skills_level stringclasses 4 values	is_overqualified bool 2 classes	is_underqualified bool 2 classes	is_matched bool 2 classes	mismatch_index int64 5 100	scenario stringclasses 3 values
Nigeria	NGA	2,022	male	25-34	none	medium_skill	underqualified	minor	none	intermediate	false	true	false	36	high_burden
Nigeria	NGA	2,020	male	15-24	primary	low_skill	matched	none	none	intermediate	false	false	true	8	high_burden
Nigeria	NGA	2,018	male	55-64	none	high_skill	overqualified	none	minor	basic	true	false	false	46	high_burden
Nigeria	NGA	2,019	female	55-64	none	low_skill	matched	none	minor	basic	false	false	true	21	high_burden
Nigeria	NGA	2,020	male	25-34	primary	low_skill	underqualified	minor	minor	none	false	true	false	59	high_burden
Nigeria	NGA	2,025	female	45-54	secondary	medium_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,023	male	25-34	none	low_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,018	male	35-44	none	high_skill	underqualified	minor	none	advanced	false	true	false	33	high_burden
Nigeria	NGA	2,020	male	55-64	tertiary	low_skill	matched	minor	moderate	intermediate	false	false	true	30	high_burden
Nigeria	NGA	2,018	male	45-54	primary	high_skill	overqualified	minor	minor	basic	true	false	false	54	high_burden
Nigeria	NGA	2,019	male	15-24	none	low_skill	matched	none	minor	none	false	false	true	31	high_burden
Nigeria	NGA	2,022	female	45-54	secondary	low_skill	overqualified	severe	none	basic	true	false	false	68	high_burden
Nigeria	NGA	2,025	male	15-24	primary	medium_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,024	male	15-24	tertiary	medium_skill	matched	minor	moderate	basic	false	false	true	37	high_burden
Nigeria	NGA	2,020	male	55-64	secondary	medium_skill	overqualified	moderate	minor	intermediate	true	false	false	57	high_burden
Nigeria	NGA	2,023	female	35-44	none	low_skill	overqualified	moderate	none	none	true	false	false	68	high_burden
Nigeria	NGA	2,021	female	35-44	tertiary	medium_skill	overqualified	severe	none	basic	true	false	false	68	high_burden
Nigeria	NGA	2,018	male	45-54	secondary	medium_skill	overqualified	severe	none	none	true	false	false	78	high_burden
Nigeria	NGA	2,020	male	25-34	none	medium_skill	underqualified	minor	severe	none	false	true	false	75	high_burden
Nigeria	NGA	2,021	male	15-24	secondary	low_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,018	male	35-44	none	medium_skill	underqualified	moderate	none	none	false	true	false	63	high_burden
Nigeria	NGA	2,020	male	25-34	primary	low_skill	overqualified	severe	severe	advanced	true	false	false	80	high_burden
Nigeria	NGA	2,020	female	35-44	none	medium_skill	overqualified	none	moderate	basic	true	false	false	54	high_burden
Nigeria	NGA	2,018	male	35-44	none	medium_skill	matched	minor	minor	basic	false	false	true	29	high_burden
Nigeria	NGA	2,023	male	55-64	primary	low_skill	overqualified	none	moderate	none	true	false	false	64	high_burden
Nigeria	NGA	2,020	male	55-64	none	medium_skill	underqualified	minor	none	none	false	true	false	53	high_burden
Nigeria	NGA	2,019	male	55-64	secondary	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,023	male	15-24	tertiary	low_skill	overqualified	minor	none	intermediate	true	false	false	41	high_burden
Nigeria	NGA	2,021	female	55-64	none	high_skill	underqualified	moderate	severe	none	false	true	false	85	high_burden
Nigeria	NGA	2,021	male	35-44	none	medium_skill	matched	none	moderate	none	false	false	true	39	high_burden
Nigeria	NGA	2,025	female	15-24	primary	medium_skill	matched	severe	minor	basic	false	false	true	49	high_burden
Nigeria	NGA	2,021	male	35-44	none	low_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,023	female	15-24	secondary	medium_skill	underqualified	minor	minor	none	false	true	false	59	high_burden
Nigeria	NGA	2,024	female	55-64	primary	high_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,021	male	15-24	primary	low_skill	overqualified	moderate	minor	none	true	false	false	74	high_burden
Nigeria	NGA	2,025	female	55-64	primary	medium_skill	matched	minor	none	none	false	false	true	33	high_burden
Nigeria	NGA	2,020	female	45-54	tertiary	medium_skill	overqualified	minor	moderate	basic	true	false	false	62	high_burden
Nigeria	NGA	2,023	female	45-54	primary	low_skill	overqualified	minor	moderate	none	true	false	false	72	high_burden
Nigeria	NGA	2,019	female	35-44	primary	medium_skill	matched	none	minor	basic	false	false	true	21	high_burden
Nigeria	NGA	2,020	female	45-54	none	medium_skill	matched	minor	moderate	none	false	false	true	47	high_burden
Nigeria	NGA	2,025	female	15-24	primary	high_skill	matched	minor	moderate	none	false	false	true	47	high_burden
Nigeria	NGA	2,019	female	35-44	secondary	low_skill	overqualified	minor	minor	basic	true	false	false	54	high_burden
Nigeria	NGA	2,023	female	35-44	secondary	high_skill	matched	minor	minor	basic	false	false	true	29	high_burden
Nigeria	NGA	2,021	male	55-64	secondary	medium_skill	overqualified	minor	minor	basic	true	false	false	54	high_burden
Nigeria	NGA	2,024	male	35-44	tertiary	low_skill	underqualified	moderate	minor	intermediate	false	true	false	52	high_burden
Nigeria	NGA	2,025	male	35-44	primary	medium_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,020	male	25-34	secondary	low_skill	matched	none	none	intermediate	false	false	true	8	high_burden
Nigeria	NGA	2,019	male	55-64	none	low_skill	matched	none	severe	none	false	false	true	47	high_burden
Nigeria	NGA	2,025	male	15-24	secondary	low_skill	underqualified	none	none	intermediate	false	true	false	28	high_burden
Nigeria	NGA	2,021	male	25-34	secondary	low_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,022	female	25-34	secondary	low_skill	underqualified	severe	none	none	false	true	false	73	high_burden
Nigeria	NGA	2,022	female	45-54	tertiary	medium_skill	overqualified	minor	none	intermediate	true	false	false	41	high_burden
Nigeria	NGA	2,024	male	25-34	secondary	low_skill	matched	none	minor	intermediate	false	false	true	14	high_burden
Nigeria	NGA	2,024	male	35-44	secondary	high_skill	underqualified	none	none	basic	false	true	false	35	high_burden
Nigeria	NGA	2,020	male	35-44	none	medium_skill	underqualified	none	minor	basic	false	true	false	41	high_burden
Nigeria	NGA	2,018	male	15-24	none	low_skill	overqualified	minor	minor	none	true	false	false	64	high_burden
Nigeria	NGA	2,021	male	35-44	primary	low_skill	overqualified	moderate	none	none	true	false	false	68	high_burden
Nigeria	NGA	2,023	male	25-34	none	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,018	female	15-24	tertiary	high_skill	overqualified	minor	none	advanced	true	false	false	38	high_burden
Nigeria	NGA	2,021	female	55-64	secondary	medium_skill	matched	minor	none	intermediate	false	false	true	16	high_burden
Nigeria	NGA	2,018	female	45-54	secondary	low_skill	matched	none	minor	basic	false	false	true	21	high_burden
Nigeria	NGA	2,022	female	25-34	primary	low_skill	overqualified	minor	none	none	true	false	false	58	high_burden
Nigeria	NGA	2,019	female	15-24	secondary	low_skill	matched	none	none	intermediate	false	false	true	8	high_burden
Nigeria	NGA	2,020	female	45-54	none	low_skill	matched	none	moderate	none	false	false	true	39	high_burden
Nigeria	NGA	2,020	male	35-44	none	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,022	female	15-24	none	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,020	male	55-64	none	low_skill	underqualified	none	none	none	false	true	false	45	high_burden
Nigeria	NGA	2,022	male	45-54	none	low_skill	overqualified	moderate	none	advanced	true	false	false	48	high_burden
Nigeria	NGA	2,021	male	25-34	primary	low_skill	overqualified	moderate	none	intermediate	true	false	false	51	high_burden
Nigeria	NGA	2,021	male	35-44	primary	low_skill	matched	none	minor	none	false	false	true	31	high_burden
Nigeria	NGA	2,023	male	25-34	none	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,019	female	45-54	tertiary	low_skill	matched	none	none	intermediate	false	false	true	8	high_burden
Nigeria	NGA	2,021	male	25-34	secondary	medium_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,023	female	45-54	primary	medium_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,025	female	15-24	secondary	high_skill	underqualified	minor	moderate	basic	false	true	false	57	high_burden
Nigeria	NGA	2,022	female	15-24	none	low_skill	matched	none	minor	basic	false	false	true	21	high_burden
Nigeria	NGA	2,019	male	25-34	none	low_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,021	male	25-34	none	low_skill	matched	none	severe	intermediate	false	false	true	30	high_burden
Nigeria	NGA	2,024	female	55-64	secondary	low_skill	matched	none	minor	basic	false	false	true	21	high_burden
Nigeria	NGA	2,019	male	35-44	tertiary	low_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,025	female	25-34	primary	medium_skill	underqualified	none	none	none	false	true	false	45	high_burden
Nigeria	NGA	2,024	male	45-54	none	low_skill	matched	none	none	none	false	false	true	25	high_burden
Nigeria	NGA	2,025	female	55-64	none	medium_skill	matched	none	moderate	none	false	false	true	39	high_burden
Nigeria	NGA	2,019	male	55-64	tertiary	high_skill	overqualified	moderate	minor	intermediate	true	false	false	57	high_burden
Nigeria	NGA	2,019	male	25-34	primary	low_skill	underqualified	none	minor	none	false	true	false	51	high_burden
Nigeria	NGA	2,018	female	55-64	none	low_skill	overqualified	none	none	basic	true	false	false	40	high_burden
Nigeria	NGA	2,025	male	45-54	tertiary	low_skill	matched	none	none	advanced	false	false	true	5	high_burden
Nigeria	NGA	2,022	male	25-34	none	medium_skill	underqualified	none	moderate	basic	false	true	false	49	high_burden
Nigeria	NGA	2,022	female	15-24	secondary	low_skill	matched	minor	none	basic	false	false	true	23	high_burden
Nigeria	NGA	2,025	female	55-64	tertiary	low_skill	overqualified	minor	none	basic	true	false	false	48	high_burden
Nigeria	NGA	2,019	male	15-24	none	low_skill	matched	moderate	minor	none	false	false	true	49	high_burden
Nigeria	NGA	2,018	male	15-24	none	low_skill	matched	none	moderate	intermediate	false	false	true	22	high_burden
Nigeria	NGA	2,018	male	35-44	none	high_skill	matched	none	moderate	none	false	false	true	39	high_burden
Nigeria	NGA	2,018	female	45-54	none	low_skill	matched	minor	moderate	none	false	false	true	47	high_burden
Nigeria	NGA	2,018	male	35-44	primary	low_skill	matched	minor	none	none	false	false	true	33	high_burden
Nigeria	NGA	2,019	female	25-34	secondary	low_skill	matched	none	minor	none	false	false	true	31	high_burden
Nigeria	NGA	2,023	female	45-54	none	medium_skill	overqualified	minor	none	advanced	true	false	false	38	high_burden
Nigeria	NGA	2,019	male	35-44	primary	medium_skill	matched	none	none	basic	false	false	true	15	high_burden
Nigeria	NGA	2,022	male	35-44	primary	low_skill	overqualified	none	minor	basic	true	false	false	46	high_burden
Nigeria	NGA	2,025	female	45-54	primary	low_skill	overqualified	moderate	none	basic	true	false	false	58	high_burden

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