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Data Structure ?
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README.md
Context
The dataset extracted from the website of the Brazilian Institute of Geography and Statistics (IBGE) contains all demographic, economic, geographic and human development information on Brazilian cities.
Content
There was no complete dataset to download all this information. So, I did a webscrapping that entered all the pages of each Brazilian cities and got all the information available. After that, I consolidated everything into a single file and now share with you to serve as research and studies of Brazil's performance on development, economics, and other topics.
This file contains 14 columns and 5571 rows (with headers):
- IBGECode - ID of the cities
- LocalCidade - Name of the cities
- LocalUF - State initials of the cities
- LocalEstado - Full name of city states
- RegiaoBrasil - IBGE's Region for each city
- Latitude - city ??latitude
- Longitude - city ??longitude
- Gentilico - name given to people born in the city
- PopEstimada_2018 - Population estimated in 2018
- PopCenso 2010 - Population in 2010
- IDHM - HDI of each city
- ReceitasRealizadas_2014 - Revenues realized by cities
- DespesasEmpenhadas_2014 - Expenditure incurred by cities
- Pib_2014 - GDP by cities
Acknowledgements
I thank my co-workers who helped me develop web scrapping and distribute the consolidated information to all of you.
Inspiration
Questions to be answered about this dataset:
1. What is the forecast of the GDP of each city in Brazil?
2. Can we group the cities by some specific division related to HDI or GDP?
3. What will be the total population of the Brazilian in the South of the Country in 2020?
And so on.
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