Carregando Dados
Para usar as bases de dados do AmazonasDataHub, primeiramente, garanta que o pacote já esteja instalado (veja a aba de Tutorial - Instalação).
Carregue o pacote usando a função library():
library(amazonasdatahub)
Dados do AmazonasDataHub
Até o momento, o pacote amazonasdatahub conta com sete bases de dados
para você, estudante, estatístico ou entusiasta, para analisar e aplicar
métodos estatísticos.
- agriculture_idam: Plant production data from the Institute of Sustainable Agricultural and Forestry Development of Amazonas - IDAM (2023);
- aids_amazonas - A dataset of AIDS occurrences from 2011 to 2023 in Amazonas;
- humidity_manaus: Time series with Extreme Values of Limited Range;
- malaria_amazonas: An integrated dataset of malaria notifications in the state of Amazonas;
- pib_trimestral: Gross Domestic Product - GDP of Amazonas;
- rionegro_amazonas: A dataset of the Rio Negro River (Amazonas) level from 2003 to 2023;
- school_read_levels: Physical literacy and reading performance of amazonian schoolchildren: an association study.
Assim que o pacote é carregado, essas bases de dados já podem ser acessadas.
Documentação
Cada base de dados do amazonasdatahub é documentada, explicando
detalhes sobre a base de dados e o que cada variável representa. Para
ver a documentação, basta utilizar o ? precedido do nome da base de
dados.
?agriculture_idam
?aids_amazonas
?humidity_manaus
?malaria_amazonas
?pib_trimestral
?rionegro_amazonas
?school_read_levels
Dados - PIB Trimestral
Prévia dos dados
Com o AmazonasDataHub instalado e os dados carregados, você já pode utilizar os datasets desse pacote.
head(pib_trimestral, 2)
year quarter agriculture livestock forest_fishing_prod extractive_ind
1 2010 1 336.8214 90.83984 78.59447 278.5944
2 2010 2 358.7650 96.75799 83.71485 296.7447
manufacturing_ind basic_infrastructure construction vehicle_retail_repair
1 3599.861 268.0974 756.8299 1304.421
2 3834.390 285.5638 806.1369 1389.403
transport_storage_post accomodation_food information_communication
1 253.5930 454.2111 139.1699
2 270.1144 483.8027 148.2368
financial_activities real_state_activities professional_activities
1 166.1889 885.5208 459.9348
2 177.0159 943.2118 489.8992
public_admin_defense_health_edu private_edu_health art_culture_sport
1 2003.139 90.40687 79.95082
2 2133.642 96.29682 85.15956
domestic_services taxes
1 246.9145 2393.526
2 263.0008 2549.463
Estatísticas Descritivas
Você pode aplicar a função summary para ver as estatísticas
descritivas desses dados:
summary(pib_trimestral)
year quarter agriculture livestock forest_fishing_prod
Min. :2010 1:12 Min. :336.8 Min. : 90.84 Min. : 78.59
1st Qu.:2013 2:12 1st Qu.:618.9 1st Qu.:130.10 1st Qu.:402.61
Median :2016 3:12 Median :691.7 Median :139.76 Median :455.13
Mean :2016 4:12 Mean :671.8 Mean :140.56 Mean :427.61
3rd Qu.:2018 3rd Qu.:759.9 3rd Qu.:147.44 3rd Qu.:500.30
Max. :2021 Max. :888.6 Max. :209.38 Max. :554.96
extractive_ind manufacturing_ind basic_infrastructure construction
Min. : 78.73 Min. :3384 Min. : 268.1 Min. : 678.1
1st Qu.:299.34 1st Qu.:4102 1st Qu.: 423.9 1st Qu.: 791.0
Median :386.39 Median :4829 Median : 480.1 Median : 873.6
Mean :446.59 Mean :5030 Mean : 643.9 Mean : 878.2
3rd Qu.:619.24 3rd Qu.:5656 3rd Qu.: 834.1 3rd Qu.: 961.3
Max. :912.02 Max. :7878 Max. :1376.5 Max. :1134.7
vehicle_retail_repair transport_storage_post accomodation_food
Min. :1304 Min. : 253.6 Min. :355.1
1st Qu.:1866 1st Qu.: 452.5 1st Qu.:459.5
Median :2109 Median : 724.7 Median :508.7
Mean :2110 Mean : 647.1 Mean :550.9
3rd Qu.:2337 3rd Qu.: 804.5 3rd Qu.:651.6
Max. :3143 Max. :1068.6 Max. :846.6
information_communication financial_activities real_state_activities
Min. :139.2 Min. :166.2 Min. : 885.5
1st Qu.:193.4 1st Qu.:245.1 1st Qu.:1070.1
Median :280.2 Median :348.6 Median :1534.4
Mean :270.4 Mean :358.8 Mean :1466.0
3rd Qu.:314.7 3rd Qu.:469.8 3rd Qu.:1736.9
Max. :434.9 Max. :564.6 Max. :2073.7
professional_activities public_admin_defense_health_edu private_edu_health
Min. : 459.9 Min. :2003 Min. : 90.41
1st Qu.: 707.6 1st Qu.:2923 1st Qu.:149.11
Median : 936.3 Median :3725 Median :366.29
Mean : 917.0 Mean :3791 Mean :307.12
3rd Qu.:1082.9 3rd Qu.:4533 3rd Qu.:433.22
Max. :1425.1 Max. :5941 Max. :571.92
art_culture_sport domestic_services taxes
Min. : 79.95 Min. :173.3 Min. :2394
1st Qu.:107.81 1st Qu.:196.0 1st Qu.:3257
Median :225.95 Median :217.2 Median :3602
Mean :197.07 Mean :252.9 Mean :3773
3rd Qu.:250.64 3rd Qu.:293.5 3rd Qu.:4107
Max. :341.28 Max. :436.5 Max. :5828
Dados - Nível do Rio Negro
O AmazonasDataHub inclui um dataset rionegro_amazonas, que possui
dados do nível do Rio Negro, de 2003 a 2023.
Prévia dos dados
head(rionegro_amazonas)
level_m increase_decrease_cm day month year semester date
1 21.75 5 1 1 2003 1 2003-01-01
2 21.81 6 2 1 2003 1 2003-01-02
3 21.87 6 3 1 2003 1 2003-01-03
4 21.92 5 4 1 2003 1 2003-01-04
5 21.98 6 5 1 2003 1 2003-01-05
6 22.04 6 6 1 2003 1 2003-01-06
Estatísticas Descritivas
summary(rionegro_amazonas)
level_m increase_decrease_cm day month
Min. : 0.00 Min. :-40.00000 Min. : 1.00 Min. : 1.000
1st Qu.:20.58 1st Qu.: -4.00000 1st Qu.: 8.00 1st Qu.: 4.000
Median :24.59 Median : 2.00000 Median :16.00 Median : 7.000
Mean :23.90 Mean : -0.03423 Mean :15.73 Mean : 6.523
3rd Qu.:27.41 3rd Qu.: 5.00000 3rd Qu.:23.00 3rd Qu.:10.000
Max. :30.02 Max. : 34.00000 Max. :31.00 Max. :12.000
year semester date
Min. :2003 Min. :1.000 Min. :2003-01-01
1st Qu.:2008 1st Qu.:1.000 1st Qu.:2008-04-01
Median :2013 Median :2.000 Median :2013-07-01
Mean :2013 Mean :1.504 Mean :2013-07-01
3rd Qu.:2018 3rd Qu.:2.000 3rd Qu.:2018-09-30
Max. :2023 Max. :2.000 Max. :2023-12-31