Centro de Estudos da Metrópole

Base geocoded AIH / sustainable Participation and Health Policy in the City of São Paulo for the year 2016. For more information on the databases of the Health theme, please visit the Datasus website.

The two archives available here were produced between 2016 and 2017 and provide the bases that were elaborated from existing databases, compatible with the 1: 10,000 scale, seeking the complementation of the cartographic collection available not only to the researchers of the center, but also to society through the CEM website.

The geographical conception of hydrography recognizes two basic types of phenomena on continental surfaces: watercourses (rivers, streams, channels) and bodies of water (lakes and reservoirs). In geoprocessing, water courses are usually linear phenomena, whereas water bodies are polygons (areas). The identification of hydrographic EMF files indicates this condition: HidrL (L = line), where are the rivers, and HydrA (A = area), where are the reservoirs.

The work done in 2016 carried out the quantification and estimation of the residents of slums (favelas) and irregular subdivisions of São Paulo from 2000 to 2010 in the Municipality of São Paulo (MSP). The study coordinated for Sehab / PMSP was accomplished in two phases: 1) correctness and repair of existing cartographies of slums and settlements in order to enable the production of statistics (without cadastral purposes) and 2) estimates of households (and people) in favelas and clandestine and irregular settlements of low income (average income of the person responsible for less than 3 minimum wage) and social characterization of the residents and their social conditions. See also reports on Research/Transference Studies.

Georeferenced Digital Cartographic Base of the RMSP Schools 2013

The school base contains files containing digital geo-referenced cartography of the public and private schools of the São Paulo Metropolitan Region, having as original source information contained in the School Census 2013 (INEP / MEC). The original data was received in tabular database format. These databases were then standardized and georeferenced by the CEM Technology Transfer Team. Georeferencing consists of assigning geographic coordinates to each tabular database record, through operations performed in a Geographic Information System (GIS) environment. This process uses the geo-referenced CEM site base that, in a GIS environment, performs the binding of addresses to a geographic coordinate system, expressed generally in latitude and longitude. This database was used in the Schools application, specially formulated for the general public, where information about the performance and operating conditions of public schools in the São Paulo Metropolitan Region is obtained. The CEM schools app can be accessed freely at: http://centrodametropole.org.br/escolas/

The files presented here contain the georeferenced digital cartography of the health establishments public and private of the São Paulo Metropolitan Region in the year 2016, having as original source information contained in the National Register of Health Establishments - CNES - of the Ministry of Health. The original data was received in tabular database format. These databases were then standardized and georeferenced by the CEM Technology Transfer Team.

This file contains geocoded records and a database containing information from health establishments, such as: name, address, characterization, activity, type of care, hours of care, among others. All 39 municipalities in the Metropolitan Region of São Paulo were included in this database.

The original CNES file contained 23,306 registered establishments, but 20 of them were not found in any of the stages of geocoding. The database is available here - "SAU2016_CEM_RMSP" - has 23,286 health establishments.

The bus lines dataset in the city of São Paulo is an extension of the research that integrates the investigation line of the Center for Metropolitan Studies(CEM / Ridc) "Patterns of governance in urban politics". This is the first set of consolidated georeferenced data and free public access to the universe of bus lines in the city of São Paulo, and aims to trace a profile of the bus lines in September 2015. With adjustments implemented in June 2017

Based on data obtained through SPTrans's information access law and its website, the dataset is an important resource for researchers dedicated to urban studies to understand the dynamics of production of bus services, an object still Social sciences. By systematizing the characteristics of the network of lines, it facilitates the extension of the possibilities of analysis of urban mobility, generally focused on questions of travel time, modalities of transport and use of the road.

This database enables the investigation about the dynamics of the commercial real estate production in Sao Paulo´s Metropolitan Region and over the past 28 years. It brings together information about how (in price, size, number of parking spaces) and where (municipality, district, geographic coordinates) the enterprises have been build. It is an excellent resource for researchers in urban policies, especially for those who are dedicated to study the real estateindustry and its regulation by municipalities, appointed as one of the major cause of unplanned growth and spatial segregation in Brazilian cities. This database it is a qualitative improvement and an extension of information on commercial developments in São Paulo and the Metropolitan Region of São Paulo, systematized by Empresa Brasileira de Patrimônio (Embraesp) between 1985 and 2013.

Data on qualitative improvement and expansion of information on residential real estate launches in the Metropolitan Region of São Paulo, systematized by the Brazilian Heritage Company (Embraesp) in the period between 1985 and 2013. The objective is to support geostatistical, urban economy and policy research as part of a broad research project on the governance patterns that permeate the relationship between State and sectors outside the State interested in conducting urban public policies, such as the real estate sector.

Among the improvements made by the CEM team, the bank brings the georeferencing of buildings and houses, the correction and monetary updating, the standardization of the name of the main incorporating companies of each enterprise and several geographic operations that allow the crossing of the information of the launches with data of the companies. Censuses (1991, 2000 and 2010). The variables added to the bank and the method used for the work are indicated in the Variable Dictionary, which accompanies the data set.

This database allows us to advance in the understanding of the dynamics of the residential real estate sector, being able to respond as (in price, size, number of dormitories and parking spaces) and where (by municipality, district, geographic coordinate ) has been offering residential properties in São Paulo and Metropolitan Region over the last 28 years. It is an excellent resource for researchers on urban issues, especially those who study the real estate sector and its regulation by the municipalities, which has been problematized as one of the main causes of disordered growth and spatial segregation in the Brazilian metropolises.

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places.

Click on the link to download the file:  ​​​​​​​Census tracts of Belo Horizonte

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

This is the latest edition of the Census Tracts for the 2010 census for the metropolitan areas of Brazil and it offers a new horizon for socio-spatial researches. Associated with a geographic information system, these data and mapping files give access to an integrated set of information that makes it possible to identify areas with high concentrations of poverty or insufficiently addressed by public policies, becoming a key instrument for the society and public sector to know and to act in public places. 

Esta é a mais recente edição dos setores censitários do recenseamento 2010 e oferece um novo horizonte para as pesquisas sócio-espaciais. Associados a um sistema de informação geográfica, esses dados e arquivos cartográficos dão acesso a um conjunto integrado de informações que torna possível identificar áreas com alta concentração de pobreza ou atendidas insuficientemente por políticas públicas, transformando-se num instrumento fundamental para que a sociedade e o poder público conheçam e atuem nos lugares.