The Database was chosen as a partner because it is able to consolidate and update information from official sources:

• Higher Education Census 2021
• 2022 School Census

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Basedosdados.com.br, known as the Database, is a non-profit organization focused on making high-quality data universally accessible.

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They provide a public datalake with a wide range of preprocessed data sets ready for analysis, supporting various formats and tools, such as Python, R, and SQL via Google BigQuery.

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The organization offers several key services:

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1. Data Capture and Analysis: They collect and process large data sets, making them accessible and easy to analyze
2. Consulting Services: They provide expert advice to help organizations use data effectively
3. Educational Programs: Through BD Edu, they offer courses and training to improve literacy and data skills

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At the request of Mapfry, the results of the consultation will show only institutions with 1+ students enrolled.

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As a result, it will be possible to consult and display educational institutions on the map according to the following criteria:

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Basic Education

1. Entity code
2. Name
3. Public: Federal, State, Municipal
4. Private: private, community, confessional, philanthropic
5. License plates

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Higher Education

1. Entity code
2. Name
3. Public: civilian, military
4. Private: private, philanthropic
5. If EAD
6. License plates

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