Datasets:

Gianpedro
/

mercadobrasil-educacao

ano int64 2.01k 2.03k	setor_ti bool 2 classes	ocupacao_ti bool 2 classes	vinculos_no_ano int64 705k 4.3M	estoque_3112 int64 554k 3.34M	desligados_no_ano int64 151k 983k	remuneracao_sm float64 2.8 5.11	remuneracao_sm_mediana float64 1.65 3.34	remuneracao_nominal float64 1.31k 5.93k	remun_implausivel int64 0 245	tempo_emprego_meses float64 67.2 141	idade_media float64 37.2 44.9	horas_semanais float64 27.1 40.5
2,007	true	true	974,081	787,041	187,040	4.65	2.61	1,737.28	0	78.6	39.1	27.1
2,007	false	true	2,734,519	2,344,678	389,841	3.63	2.76	1,355.32	0	119.6	40.3	31.5
2,007	true	false	705,384	554,068	151,316	3.51	1.93	1,312.22	0	76.2	37.2	39.8
2,008	false	true	2,988,833	2,466,396	522,437	3.5	2.78	1,438.59	0	122.3	40.8	31.5
2,008	true	true	980,194	764,283	215,911	5.11	2.64	2,098.97	0	70.1	38.8	27.5
2,008	true	false	763,030	575,496	187,534	3.52	1.99	1,444.72	0	81.5	37.4	40.2
2,009	true	true	1,036,322	806,361	229,961	4.92	2.52	2,271.21	0	67.3	38.8	27.8
2,009	false	true	3,135,732	2,564,406	571,326	3.39	2.76	1,564.25	0	112.1	40.9	31.5
2,009	true	false	806,096	619,307	186,789	3.53	1.96	1,632.52	0	82.5	37.7	40.1
2,010	false	true	3,184,317	2,599,783	584,534	3.34	2.71	1,710.25	0	122.6	41.4	31.6
2,010	true	false	882,098	671,731	210,367	3.63	1.95	1,853.4	0	83.8	37.8	40
2,010	true	true	1,103,861	857,599	246,262	4.87	2.46	2,487.15	0	68.8	38.9	28.2
2,011	true	false	956,166	721,230	234,936	3.81	2	2,077.76	0	83.4	37.9	39.7
2,011	true	true	1,194,252	923,369	270,883	4.93	2.51	2,688.5	0	68.1	39	28.3
2,011	false	true	3,326,349	2,629,724	696,625	3.48	2.86	1,898.4	0	124.4	41.6	31.5
2,012	false	true	3,423,001	2,700,576	722,425	3.49	2.9	2,175.61	0	123.1	41.8	31.2
2,012	true	false	1,015,166	765,176	249,990	3.54	1.9	2,209.37	0	81.9	38	39.8
2,012	true	true	1,260,916	975,603	285,313	4.53	2.38	2,821.33	0	67.4	39	28.4
2,013	true	true	1,330,665	1,029,640	301,025	4.57	2.4	3,104.58	0	67.2	39.1	28.5
2,013	true	false	1,068,914	797,974	270,940	3.52	1.88	2,393.62	0	80.8	38	39.8
2,013	false	true	3,488,547	2,688,352	800,195	3.49	2.9	2,369.53	0	125.1	42	31.5
2,014	true	true	1,411,900	1,100,607	311,293	4.6	2.44	3,338.25	0	67.2	39.2	28.5
2,014	true	false	1,146,201	858,766	287,435	3.63	1.96	2,630.89	0	80.2	38.2	39.8
2,014	false	true	3,522,246	2,723,292	798,954	3.63	3.01	2,632.47	0	126.6	42.3	31.7
2,015	true	false	1,150,932	870,289	280,643	3.57	1.93	2,823.81	0	81.2	38.4	39.7
2,015	false	true	3,315,959	2,642,249	673,710	3.61	3	2,852.28	0	126.5	42.6	32.1
2,015	true	true	1,443,138	1,133,530	309,608	4.54	2.41	3,587.48	0	68.9	39.4	28.5
2,016	true	true	1,427,777	1,138,234	289,543	4.43	2.34	3,902.64	0	72.5	39.8	28.6
2,016	false	true	3,293,580	2,612,277	681,303	3.54	2.95	3,121.73	0	131.6	43.1	32.5
2,016	true	false	1,117,172	863,640	253,532	3.38	1.87	2,985.99	0	83.7	38.7	39.7
2,017	true	false	1,148,519	886,330	262,189	3.35	1.85	3,151.47	0	83.6	39.1	39.8
2,017	false	true	3,342,760	2,614,433	728,327	3.54	2.96	3,322.45	0	134.4	43.4	31.5
2,017	true	true	1,454,456	1,148,439	306,017	4.5	2.35	4,227.56	0	73.8	40	28.7
2,018	true	true	1,494,821	1,183,876	310,945	4.45	2.35	4,256.65	0	74	40.2	28.5
2,018	false	true	3,307,137	2,574,801	732,336	3.65	3.05	3,488.07	0	136.2	43.8	31.5
2,018	true	false	1,178,043	902,457	275,586	3.3	1.84	3,159.38	0	82.1	39.1	39.6
2,019	true	false	1,178,189	887,114	291,075	3.17	1.8	3,171.77	0	82.3	39.1	39.6
2,019	false	true	3,324,573	2,615,798	708,775	3.61	3.01	3,611.92	0	135.9	44.1	31.2
2,019	true	true	1,500,309	1,177,948	322,361	4.41	2.33	4,405.3	0	76.4	40.3	29.2
2,020	true	true	1,388,857	1,110,081	278,776	3.95	1.96	4,137.5	0	81	40.8	27.8
2,020	false	true	3,137,748	2,567,719	570,029	3.76	3.13	3,940.2	0	140.9	44.6	30.9
2,020	true	false	1,093,084	823,583	269,501	2.96	1.69	3,099.05	0	86.8	39.8	38.4
2,021	false	true	3,362,009	2,679,898	682,111	3.73	3.12	4,116.49	0	135.9	44.8	31.2
2,021	true	false	1,123,845	830,768	293,077	2.97	1.71	3,275.55	0	85.6	39.8	39.1
2,021	true	true	1,435,704	1,135,944	299,760	3.93	2.13	4,330.31	0	80.8	41	28.8
2,022	true	false	1,418,495	1,048,044	370,451	2.97	1.65	3,608.75	0	90.8	40.9	38.7
2,022	false	true	3,388,392	2,556,890	831,502	3.81	3.31	4,623.49	0	138.3	44.8	31.4
2,022	true	true	2,096,088	1,569,985	526,103	4.19	2.55	5,090.32	0	87.7	41.9	30.5
2,023	true	false	1,628,634	1,206,579	422,055	2.8	1.73	3,686.52	245	84.9	41.6	40.5
2,023	false	true	3,625,820	2,742,773	883,047	3.87	3.34	5,093.38	103	131.6	44.7	36.6
2,023	true	true	2,680,269	2,032,948	647,321	4.03	2.79	5,305.33	29	89.8	42.6	35
2,024	true	true	2,900,500	2,228,359	672,141	3.83	2.53	5,413.16	31	83.7	42.9	35.4
2,024	false	true	3,919,991	2,937,145	982,846	3.79	3.29	5,361.49	89	128.6	44.9	36.5
2,024	true	false	1,684,362	1,235,136	449,226	2.8	1.7	3,963.76	213	83.5	41.9	40.5
2,025	true	false	1,745,420	1,277,213	468,207	2.82	1.67	4,286.93	88	83.5	42.3	40.5
2,025	true	true	3,050,943	2,400,707	650,236	3.9	2.61	5,931.28	18	82.9	43.2	35.7
2,025	false	true	4,295,381	3,335,406	959,975	3.68	3.19	5,588.37	52	121.2	44.8	36.3

Mercado de trabalho em Educação (Brasil)

Professores da creche à pós-graduação, coordenação pedagógica e gestão escolar.

Microdados da RAIS e do CAGED (Ministério do Trabalho e Emprego, PDET) tratados pelo pipeline do repositório GianSE/mercadobrasil. Cada camada é uma pasta, com o próprio cartão (<pasta>/README.md) descrevendo o recorte e as tabelas:

Pasta	O que tem
`silver-caged-educacao/`	Microdados do CAGED recortados na área, já traduzidos (movimentações, mês a mês), e o espelho anual consolidado
`silver-rais-educacao/`	Microdados da RAIS recortados na área, já traduzidos (vínculos e estabelecimentos, ano a ano)
`gold-educacao/`	Agregados prontos para consumo: estoque, fluxo, mapa, salários, perfil, cubos do CAGED e modelos

O recorte da área é pela subclasse CNAE do estabelecimento ou pela família CBO da ocupação, as listas de tasks-python/_utils/areas.py. As listas de TI foram validadas no TCC que deu origem ao projeto; as das outras áreas ainda passam pela mesma verificação.

As outras áreas

Licença e citação

Dados originais públicos (MTE/PDET). Este derivado é distribuído sob ODC-BY: cite a fonte original e este tratamento.

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