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Dados Consolidados da Pesquisa Salarial de Programadores 2020-2021 do Código Fonte TV

LICENÇA E TERMOS DE USO

Os dados desta pesquisa estão disponíveis sob liçenca GNU GPL V3, podendo ser utilizados livremente, sendo preciso apenas citar a fonte da pesquisa: Dados disponibilizados através da pesquisa salarial realizada pelo canal Código Fonte TV.

{
"total_responses": {
"total": {
"0": 11441
}
},
"total_by_experience": {
"Menos de 1 ano": 2012,
"Entre 1 e 2 anos": 2308,
"Entre 2 e 4 anos": 2338,
"Entre 4 e 6 anos": 1316,
"Entre 6 e 8 anos": 836,
"Entre 8 e 10 anos": 838,
"Entre 10 e 15 anos": 1044,
"Entre 15 e 20 anos": 404,
"Mais de 20 anos": 345
},
"total_by_level": {
"Estágio": 1373,
"Júnior": 3411,
"Pleno": 3504,
"Sênior": 2824,
"Outro": 329
},
"total_by_type": {
"Front-End": 1790,
"Back-End": 2689,
"Full Stack": 5734,
"DevOps": 325,
"Outro": 903
},
"total_by_salary": {
"Menos de 1.000": 659,
"Entre 1.001 e 2.000": 1808,
"Entre 2.001 e 3.000": 1726,
"Entre 3.001 e 4.000": 1300,
"Entre 4.001 e 5.000": 1172,
"Entre 5.001 e 6.000": 908,
"Entre 6.001 e 7.000": 765,
"Entre 7.001 e 9.000": 1100,
"Entre 9.001 e 12.000": 942,
"Entre 12.001 e 15.000": 489,
"Entre 15.001 e 20.000": 317,
"Acima de 20.000": 253
},
"total_by_work_model": {
"CLT": 7476,
"PJ": 2337,
"Outro": 1628
},
"total_by_gender": {
"Masculino": 10726,
"Feminino": 679,
"Prefiro não informar": 36
},
"total_by_age": {
"de 13 a 17 anos": 140,
"de 18 a 24 anos": 4138,
"de 25 a 34 anos": 5386,
"de 35 a 44 anos": 1522,
"de 45 a 54 anos": 226,
"de 55 a 64 anos": 24,
"a partir de 65 anos": 5
},
"total_by_brazil_uf": {
"Acre (AC)": 12,
"Alagoas (AL)": 58,
"Amapá (AP)": 4,
"Amazonas (AM)": 110,
"Bahia (BA)": 287,
"Ceará (CE)": 375,
"Distrito Federal (DF)": 378,
"Espírito Santo (ES)": 170,
"Goiás (GO)": 247,
"Maranhão (MA)": 64,
"Mato Grosso (MT)": 91,
"Mato Grosso do Sul (MS)": 107,
"Minas Gerais (MG)": 1169,
"Pará (PA)": 88,
"Paraíba (PB)": 195,
"Paraná (PR)": 781,
"Pernambuco (PE)": 318,
"Piauí (PI)": 56,
"Rio de Janeiro (RJ)": 813,
"Rio Grande do Norte (RN)": 159,
"Rio Grande do Sul (RS)": 733,
"Rondônia (RO)": 28,
"Roraima (RR)": 7,
"Santa Catarina (SC)": 864,
"São Paulo (SP)": 3996,
"Sergipe (SE)": 81,
"Tocantins (TO)": 42
},
"total_outside_brazil": {
"Fora do Brasil": 208
},
"total_back_to_brazil": {
"Sim": 23,
"Não": 134,
"Talvez": 51
},
"total_by_graduation": {
"Não fiz faculdade": 839,
"Superior em andamento": 3482,
"Superior incompleto": 1062,
"Superior completo": 4393,
"Pós-graduação / MBA": 1370,
"Mestrado / Doutorado": 295
},
"total_by_platforms": {
"Web": 9753,
"Mobile": 3738,
"Desktop": 2988,
"Embarcados": 646,
"Outra": 1011
},
"total_by_languages": {
"JAVASCRIPT": 3408,
"JAVA": 2364,
"PHP": 1592,
"C#": 1587,
"PYTHON": 783,
"DELPHI": 258,
"TYPESCRIPT": 250,
"RUBY": 202,
"KOTLIN": 173,
"DART": 153,
".NET (CORE)": 139,
"SWIFT": 101,
"C++": 95,
"SQL": 90,
"GO": 86,
"C": 72,
"PL/SQL": 54,
"HTML": 50,
"ADVPL": 42,
"APEX": 41,
"VISUAL BASIC 6": 40,
"ABAP": 39,
"CSS": 37,
"COBOL": 29,
"REACT": 27,
"ELIXIR": 26,
"VBA": 22,
"PASCAL": 20,
"SCALA": 18,
"VB.NET": 18,
"ANGULAR": 17,
"FLUTTER": 17,
"CLOJURE": 15,
"PROGRESS": 14,
"GENEXUS": 12,
"GROOVY": 11,
"REACT NATIVE": 8,
"OUTSYSTEMS": 8,
"R": 8,
"T-SQL": 8,
"HTML5": 8,
"VUE.JS": 8,
"ASP 3": 7,
"MYSQL": 7,
"RUST": 6,
"MAKER": 6,
"OBJECTIVE-C": 6,
"SHELL SCRIPT": 6,
"SQL SERVER": 5,
"CSS3": 4,
"ORACLE": 4,
"VISUAL FOX PRO": 4,
"OBJECT PASCAL": 4,
"DATAFLEX": 4,
"BASH": 4,
"POWERBUILDER": 4,
"X++": 3,
"LABVIEW": 3,
"CLARION": 3,
"DAX": 3
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"salary_by_experience": {
"columns": [
"Menos de 1 ano",
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"Entre 2 e 4 anos",
"Entre 4 e 6 anos",
"Entre 6 e 8 anos",
"Entre 8 e 10 anos",
"Entre 10 e 15 anos",
"Entre 15 e 20 anos",
"Mais de 20 anos"
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"index": [
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"Entre 1.001 e 2.000",
"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
"Acima de 20.000"
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"data": [
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[
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[
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111,
48,
37,
19,
10,
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[
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404,
397,
162,
80,
54,
41,
15,
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[
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[
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169,
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"salary_by_level": {
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"Pleno",
"Sênior",
"Outro"
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"index": [
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"Entre 1.001 e 2.000",
"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
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"data": [
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[
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[
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[
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"salary_by_type": {
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"index": [
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"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
"Acima de 20.000"
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"data": [
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[
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[
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[
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[
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201,
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26,
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[
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[
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[
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17,
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[
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[
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18,
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"PJ",
"Outro"
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"index": [
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"Entre 1.001 e 2.000",
"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
"Acima de 20.000"
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"data": [
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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"salary_by_gender": {
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"Feminino",
"Prefiro não informar"
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"index": [
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"Entre 1.001 e 2.000",
"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
"Acima de 20.000"
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"data": [
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603,
45,
11
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[
1672,
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[
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130,
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[
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[
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[
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[
722,
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[
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[
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2
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[
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12,
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[
308,
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1
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[
245,
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1
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},
"salary_by_age": {
"columns": [
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"de 18 a 24 anos",
"de 25 a 34 anos",
"de 35 a 44 anos",
"de 45 a 54 anos",
"de 55 a 64 anos",
"a partir de 65 anos"
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"index": [
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"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
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"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
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"data": [
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"salary_by_brazil_uf": {
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"Amazonas (AM)",
"Bahia (BA)",
"Ceará (CE)",
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"Goiás (GO)",
"Maranhão (MA)",
"Mato Grosso (MT)",
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"Minas Gerais (MG)",
"Pará (PA)",
"Paraíba (PB)",
"Paraná (PR)",
"Pernambuco (PE)",
"Piauí (PI)",
"Rio de Janeiro (RJ)",
"Rio Grande do Norte (RN)",
"Rio Grande do Sul (RS)",
"Rondônia (RO)",
"Roraima (RR)",
"Santa Catarina (SC)",
"São Paulo (SP)",
"Sergipe (SE)",
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"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
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},
"salary_by_outside_brasil": {
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"index": [
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"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
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"Entre 15.001 e 20.000",
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"data": [
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11
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7
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[
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5
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[
3
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[
4
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[
11
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[
15
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[
27
],
[
37
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[
83
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]
},
"salary_by_back_to_brazil": {
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"Não",
"Talvez"
],
"index": [
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"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
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"Entre 9.001 e 12.000",
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"data": [
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6
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[
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[
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[
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[
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[
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[
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[
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16
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]
},
"salary_by_graduation": {
"columns": [
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"Superior em andamento",
"Superior incompleto",
"Superior completo",
"Pós-graduação / MBA",
"Mestrado / Doutorado"
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"index": [
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"Entre 1.001 e 2.000",
"Entre 2.001 e 3.000",
"Entre 3.001 e 4.000",
"Entre 4.001 e 5.000",
"Entre 5.001 e 6.000",
"Entre 6.001 e 7.000",
"Entre 7.001 e 9.000",
"Entre 9.001 e 12.000",
"Entre 12.001 e 15.000",
"Entre 15.001 e 20.000",
"Acima de 20.000"
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"data": [
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454,
26,
29,
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3
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[
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122,
304,
30,
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[
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154,
624,
81,
21
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[
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588,
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[
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539,
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[
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@afonsoaugusto

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@afonsoaugusto afonsoaugusto commented Feb 27, 2021

Massa demais os dados..
Teria como fornecer ele em csv e/ou dados brutos, sem tratamento?

@LeonardoMatt

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@LeonardoMatt LeonardoMatt commented Feb 27, 2021

Também gostaria de receber em arquivo-texto (CSV), se possivel, para disponibilizar aos associados da Assespro, via ferramenta de BI (com interface web). Se for de vosso interesse, tendo os dados inseridos no BI, posso apresentar a vocês e podemos fazer a publicação em parceria.

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@Gefte Gefte commented Mar 10, 2021

Massa demais os dados..
Teria como fornecer ele em csv e/ou dados brutos, sem tratamento?

Pode converter o json usando python.

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@afonsoaugusto afonsoaugusto commented Mar 10, 2021

Massa demais os dados..
Teria como fornecer ele em csv e/ou dados brutos, sem tratamento?

Pode converter o json usando python.

O problema é que o dado já está tratado e agrupado.
Mesmo eu convertendo ele para json em um formato que por exemplo o Mongo aceitaria a importação não teria o dado bruto.

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@LeonardoMatt LeonardoMatt commented Mar 10, 2021

@mori-mkm

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