Brazil: Human Development Index (0 - 1): The latest value from 2023 is 0.786 points, an increase from 0.76 points in 2022. In comparison, the world average is 0.744 points, based on data from 185 countries. Historically, the average for Brazil from 1980 to 2023 is 0.702 points. The minimum value, 0.545 points, was reached in 1980 while the maximum of 0.786 points was recorded in 2023.

Context

Brazilian summarized census data for each county and the calculated Human Development Index calculated by United Nations Development Programme (PNUD Brasil).

Content

Census data by municipality for the years 1191, 200, adn 2010. PNUD Brasil also calculates the Human Development Index (IDH in Portuguese).

Acknowledgements

Data was cleaned, summarized and published by the United Nations Development Programme

Inspiration

How to improve Brasil?

Twin births are an important public health issue due to health complications for both mother and children. While it is known that contemporary factors have drastically changed the epidemiology of twins in certain developed countries, in Brazil, relevant data are still scarce. Thus, we carried out a population-based study of live births in spatial and temporal dimensions using data from Brazil's Live Birth Information System, which covers the entire country. Over 41 million births registered between 2001 and 2014 were classified as singleton, twin or multiple. Twinning rates (TR) averaged 9.41 per 1,000 for the study period and a first-order autoregressive model of time-series analysis revealed a global upward trend over time; however, there were important regional differences. In fact, a Cluster and Outlier Analysis (Anselin Local Moran's I) was performed and identified clusters of high TR in an area stretching from the south of Brazil's Northeast Region to the South Region (Global Moran Index = 0.062, P < 0.001). Spearman's correlation coefficient and a Wilcoxon matched pairs test revealed a positive association between Human Development Index (HDI) and TRs in different scenarios, suggesting that the HDI might be an important indicator of childbearing age and assisted reproduction techniques in Brazil. Furthermore, there was a sharp increase of 26.42% in TR in women aged 45 and over during study period. The upward temporal trend in TRs is in line with recent observations from other countries, while the spatial analysis has revealed two very different realities within the same country. Our approach to TR using HDI as a proxy for underlying socioeconomic changes can be applied to other developing countries with regional inequalities resembling those found in Brazil.

Introduction

This dataset contains information related to Brazilian states, like names, abbreviations, population size, latitude, longitude, capitals, area, GDP, HDI and much more. This data was compiled extracting several datasets from IBGE.

Relationship between human development index, Gini coefficient, and poverty incidence in inland cities of Northeast Brazil, 2020.

Abstract: This study has as objective to verify the convergence betwixt Infant Mortality Rate decreasement and Human Development Index Municipal increasement in Big Regions and Federation Units in Brazil between 2000 to 2010. The type of study adopted is ecological. It is drawn to a conclusion that the Infant Mortality Rate's reduction and the Human Development Index Municipal's increase, happened in a non-homogeneous form in the areas of study.

Brazil Insurance Premium: Automotive: by Company: Hdi Seguros S.A. data was reported at 327,317,100.000 BRL in Feb 2025. This records a decrease from the previous number of 343,574,330.000 BRL for Jan 2025. Brazil Insurance Premium: Automotive: by Company: Hdi Seguros S.A. data is updated monthly, averaging 151,731,114.500 BRL from Sep 2000 (Median) to Feb 2025, with 294 observations. The data reached an all-time high of 427,527,407.000 BRL in Jul 2024 and a record low of 7,407,002.000 BRL in Sep 2000. Brazil Insurance Premium: Automotive: by Company: Hdi Seguros S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGB004: Insurance Premium: Automotive: by Company.

Brazil Insurance Premium: Automotive: by Company: Hdi Global Seguros S.A. data was reported at -746.000 BRL in Nov 2024. This records a decrease from the previous number of -186.000 BRL for Oct 2024. Brazil Insurance Premium: Automotive: by Company: Hdi Global Seguros S.A. data is updated monthly, averaging 1,446.000 BRL from Nov 2019 (Median) to Nov 2024, with 61 observations. The data reached an all-time high of 174,295.000 BRL in Sep 2022 and a record low of -20,135.000 BRL in Oct 2022. Brazil Insurance Premium: Automotive: by Company: Hdi Global Seguros S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGB004: Insurance Premium: Automotive: by Company.

Brazil Insurance: Direct Premium: Automotive: by Company: Hdi Global Seguros S.A. data was reported at 2,641.000 BRL in Jun 2023. This records an increase from the previous number of 381.000 BRL for Dec 2022. Brazil Insurance: Direct Premium: Automotive: by Company: Hdi Global Seguros S.A. data is updated monthly, averaging 13,411.000 BRL from Nov 2019 (Median) to Jun 2023, with 37 observations. The data reached an all-time high of 170,031.000 BRL in Nov 2019 and a record low of -11,973.000 BRL in Aug 2020. Brazil Insurance: Direct Premium: Automotive: by Company: Hdi Global Seguros S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGB002: Direct Premium: Automotive: by Company.

PENSE_AMOSTRA2.csv. (CSV)

Context

It seeks to identify the influence of the human development index and the fatality rate of COVID-19.

Content

This dataframe contains the countries, number of cases and deaths until April 14, 2020. And the HDI - 2014 of the countries.

tx is rate of fatality (death/cases)

Acknowledgements

https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200413-sitrep-84-covid-19.pdf?sfvrsn=44f511ab_2 https://www.br.undp.org/content/brazil/pt/home/idh0/rankings/idh-global.html

Inspiration

Your data will be in front of the world's largest data science community. What questions do you want to see answered?

Independent variables according to the level of analysis.

Brasil: Índice de Desenvolvimento Humano (0 - 1): Para este indicador, fornecemos dados para Brasil de 1980 a 2023. O valor médio por Brasil durante este período foi 0.702 points com o mínimo de 0.545 points em 1980 e o máximo de 0.786 points em 2023. Os dados mais recentes de 2023 são 0.786 points. Para efeito de comparação, a média mundial em 2023 com base em 185 países é 0.744 points.

Brazil Insurance Premium Earned: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data was reported at 26,520,296.000 BRL in Mar 2006. This records an increase from the previous number of 25,096,305.000 BRL for Feb 2006. Brazil Insurance Premium Earned: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data is updated monthly, averaging 26,520,296.000 BRL from Nov 2005 (Median) to Mar 2006, with 5 observations. The data reached an all-time high of 28,125,969.000 BRL in Dec 2005 and a record low of 25,096,305.000 BRL in Feb 2006. Brazil Insurance Premium Earned: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGB006: Premium Earned: Automotive: by Company.

Rotated component matrix for the variables included in the factor analysis for census sector.

In Brazil, each region has its own cultural identity regarding accent, gastronomy, traditions, all of which may reflect its literature. Specially, we believe that country's background and contextual features are directly related to what people read. Hence, we present an enhanced dataset that comprises cultural, geographic, and socioeconomic information to explore Brazilian cultural identity through reading preference.

As our main data source, we chose the Goodreads website due to the sheer volume of data available and its organized and easily accessible API. We collect data from Brazilian readers through the goodreads library, which provides a Python interface to the Goodreads API. Specifically, we collect members of two of the largest Brazilian reading groups: the "Clube de Leitores em Português" (4,229 members) and the "Goodreads Brasil" (3,222 members). For all members of both groups, we also collect data from their friends. Then, we filter only those containing Brazil as location information from the final users' set. Finally, with the same library, we gather users' bookshelves to assess their reading preferences.

To investigate the Brazilian reading identity, we consider a medley of demographic and socioeconomic data from the Brazilian Institute of Geography and Statistics (IBGE): including territorial area, population estimate, demographic density, Human Development Index (HDI), Gross Domestic Product (GDP), and monthly household income per capita. All indicators refer to the year 2020, except the HDI that refers to the year 2017. The data collection was carried out from February 23 to March 04, 2021.

Our final dataset, named as BraCID, comprises:

• 38,231 Brazilian Goodreads users
• 75,093 Distinct books
• 80 Literary genres
• 6 IBGE indicators regarding the 27 federative units of Brazil

Association between participation frequency in physical education classes and indicators of physical activity and sitting time according to sex and income level of the Brazilian regions (n = 12,220).

Insurance Premium: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data was reported at 7,946,167.000 BRL in Mar 2006. This records a decrease from the previous number of 13,080,131.000 BRL for Feb 2006. Insurance Premium: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data is updated monthly, averaging 24,663,107.000 BRL from Oct 2005 (Median) to Mar 2006, with 6 observations. The data reached an all-time high of 160,723,256.000 BRL in Oct 2005 and a record low of 7,946,167.000 BRL in Mar 2006. Insurance Premium: Automotive: by Company: Hdi Seguros de Automóveis e Bens S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGB004: Insurance Premium: Automotive: by Company.

Descriptive characteristics of the sample (n = 12,220).

Brazil Insurance: Commercial Expense: Automotive: by Company: Hdi Seguros S.A. data was reported at 64,584,693.000 BRL in Feb 2025. This records a decrease from the previous number of 71,497,252.000 BRL for Jan 2025. Brazil Insurance: Commercial Expense: Automotive: by Company: Hdi Seguros S.A. data is updated monthly, averaging 25,403,326.500 BRL from Sep 2000 (Median) to Feb 2025, with 294 observations. The data reached an all-time high of 71,497,252.000 BRL in Jan 2025 and a record low of 663,412.000 BRL in Sep 2000. Brazil Insurance: Commercial Expense: Automotive: by Company: Hdi Seguros S.A. data remains active status in CEIC and is reported by Superintendence of Private Insurance. The data is categorized under Brazil Premium Database’s Insurance Sector – Table BR.RGC002: Commercial Expenses: Automotive: by Company.