Data ingestion modes | 1. Automated web scraping (1994 - 2022) | 2.1. Manual download (1994 - 2022) | Step-by-step instructions for manual download | 2.2. Manual download (2023 - present)

Energy Development Budget | Energy Generation | Energy Enterprises

Overview | Data Source and Methodology | Available Dataset | HS92 (Harmonized System 1992) | Important Information About Downloads | Download Size and Time | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. language | Examples | Data Notes | Raw vs. Treated Data | Data Structure | Country and Product Coverage | Quality Notes

Overview | Data Coverage | Available Datasets | 1. agricultural_land_area | 2. agricultural_area_use | 3. agricultural_employees_tractors | 4. agricultural_producer_condition | 5. animal_production | 6. animal_products | 7. vegetable_production_area | 8. vegetable_production_temporary | 9. vegetable_production_permanent | 10. livestock_production | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. time_period | 5. language | Examples | Data Notes | Raw vs. Treated Data | Data Organization | Important Considerations | Citing the Data

Consumer Energy Consumption | Industrial Energy Consumption | National Energy Balance | State Energy Production Panel

Overview | Data Coverage | Available Datasets | 1. Land Cover ("mapbiomas_cover") | 2. Land Cover Transitions ("mapbiomas_transition") | 3. Deforestation ("mapbiomas_deforestation_regeneration") | 4. Secondary Vegetation ("mapbiomas_secondary_vegetation") | 5. Mining Activities ("mapbiomas_mining") | 6. Irrigation ("mapbiomas_irrigation") | 7. Water Bodies ("mapbiomas_water") | 8. Wildfire Burn Scars ("mapbiomas_fire") | Function Parameters | Measurement Units and Notes | Examples

Overview | Data Source and Methodology | Available Datasets | 1. deforestation | 2. residual_deforestation | 3. native_vegetation | 4. hydrography | 5. non_forest | 6. clouds | Important Data Characteristics | Raw vs. Treated Data | Cumulative vs. Incremental Data | Data Organization | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. language | Examples | Example 1: Deforestation data for a single year | Example 2: Deforestation data over multiple years | Example 3: Cumulative forest loss since 1988 | Example 4: Residual deforestation | Data Notes | Raw Raster Data Characteristics | Municipality Aggregates | Data Quality and Accuracy | Limitations

Overview | Data Version | Detail not included | Available Datasets | 1. seeg (All Sectors Combined) | 2. seeg_farming (Agricultural and Livestock Emissions) | 3. seeg_energy (Energy Sector Emissions) | 4. seeg_land (Land Use Change Emissions) | 5. seeg_industry (Industrial Process Emissions) | 6. seeg_residuals (Waste and Residuals Emissions) | Output Columns (raw_data = FALSE) | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. language | Examples | Example 1: All sectors combined (raw data) at the country level | Example 2: Agricultural emissions by state | Example 3: Land use change emissions by state | Example 4: Energy emissions by municipality | Example 5: Industrial process emissions by state | Example 6: Waste emissions by state | Limitations

Basic Identification | Advanced Identification | Attrition and Identification Rates | 1. Household Attrition Rate | 2. Initial Identification Rate (Line-Based) | 3. Individual Unconditional Tracking Rate (ID-Based)

Overview | Data Source and Coverage | Available Datasets | 1. export_mun (Exports by Municipality) | 2. import_mun (Imports by Municipality) | 3. export_prod (Exports by Producer) | 4. import_prod (Imports by Producer) | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. language | Examples | Data Notes | Raw vs. Treated Data | Product Classification | Data Characteristics | Nomenclature Conversion

Overview | Data Source and Methodology | Important Data Characteristics | Data Organization | Spatial Integration | Available Dataset | degrad (Forest Degradation) | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. language | Data Structure | Examples | Data Notes | Data Organization Complexity | Degradation Types | Spatial Considerations | Data Limitations

Overview | Data Source and Methodology | Available Datasets | 1. deter_amz (DETER Amazon) | 2. deter_cerrado (DETER Cerrado) | Important Data Characteristics | Raw Data Structure | Data Processing | Function Parameters | 1. dataset | 2. raw_data | 3. language | Examples | Data Notes | Raw Data Limitations | Data Structure | Important Considerations

Overview | Data Source | Dataset Structure | Key Variables | Data Types | Accessing the Dataset | In R Code | What It Contains | Common Use Cases | Use Case 1: Filter Data to Legal Amazon | Use Case 2: Partial Amazon Municipalities | Key Characteristics | Municipal Coverage | Legal Amazon Definition | Partial Inclusion | Important Notes | Boundary Changes | Code Consistency | Spatial Data | Accessing Spatial Data | For Mapping and Spatial Analysis | Troubleshooting | Matching Issues | Geographic Analysis | Data Integration | Related Resources

Overview | Data Source and Information | Available Dataset | sigmine_active (Active Mining Operations) | Function Parameters | 1. dataset | 2. raw_data | 3. language | Data Structure | Examples | Example 1: Active mining data in portuguese | Example 2: Active mining data in english | Data Notes | Mining Authorization Status | Minerals Covered | Data Updates | Geographic Information | Important Limitations

Overview | Data Source and Methodology | Available Climate Variables | Data Format and Coverage | Spatial Resolution | Temporal Resolution | Data Type | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. legal_amazon_only | 5. language | Important Download Considerations | Examples | Data Notes | Variable Definitions | Data Quality | Important Limitations | Recommended Processing

Overview | Data Coverage | Dataset Description | Key Variables | Geographic Aggregation Levels | Sectoral Detail | Function Parameters | Examples

Overview | Data Coverage | Dataset Description | Available Datasets | Key Variables | Data Aggregation | Function Parameters | Examples

Overview | Data Coverage | Dataset Description | Key Variables | Geographic Coverage | Energy Access Dimensions | Function Parameters | Data Limitations | Examples

Overview | Data Source | Available Dataset | imazon_shp (Imazon Municipality Pressure Index) | Deforestation Pressure Categories | Function Parameters | 1. dataset | 2. raw_data | 3. language | Examples | Data Notes | Data Format | Pressure Categories | Important Limitations | Using with Other Datasets

Overview | Data Source and Coverage | Available Datasets | 1. pevs_forest_crops | 2. pevs_silviculture | 3. pevs_silviculture_area | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. time_period | 5. language | Examples | Example 1: Forest crop production by state | Example 2: Silviculture area by state over time | Example 3: Silviculture production by region | Data Notes | Data Structure | Product Categories | Raw vs. Treated Data | Important Limitations | Units of Measurement

Overview | Data Source and Methodology | Available Dataset | pibmunic | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. time_period | 5. language | Examples | Example 1: Municipal GDP for a single year | Example 2: State-level GDP over time | Example 3: Country-level GDP in Portuguese | Data Notes | Variables Structure | Current Prices | Data Coverage | Important Limitations

Overview | Data Source and Methodology | Available Dataset | population | Important Data Characteristics | Census Years vs. Estimate Years | Population Definition | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. time_period | 5. language | Examples | Example 1: Population by state for a single year | Example 2: Population by state over time | Example 3: Population by municipality | Data Notes | Data Structure | Census vs. Estimate Quality | Municipal Variations | Important Limitations

Overview | Data Source and Methodology | Available Datasets | 1. ppm_livestock_inventory | 2. ppm_sheep_farming | 3. ppm_animal_origin_production | 4. ppm_cow_farming | 5. ppm_aquaculture | Function Parameters | 1. dataset | 2. raw_data | 3. geo_level | 4. time_period | 5. language | Examples | Example 1: Livestock inventory by state | Example 2: Dairy cow farming by state | Example 3: Animal origin production at the country level | Example 4: Sheep farming by state | Example 5: Aquaculture by state over time | Data Notes | Data Structure | Units of Measurement | Raw vs. Treated Data | Important Limitations

Overview | Data Source and Methodology | Available Dimensions | 1. all | 2. life_quality | 3. sanit_habit | 4. violence | 5. educ | 6. communic | 7. mortality | 8. deforest | Function Parameters | 1. dataset | 2. raw_data | 3. time_period | 4. language | Examples | Data Notes | Index Scales | Dimensions and Indicators | Temporal Comparisons | Missing Data | Geographic Coverage

V2007, V20082, V20081, V2008 and V2003 - these are added automatically

Data ingestion modes | 1. Automated web scraping (1994 - 2022) | 2.1. Manual download (1994 - 2022) | Step-by-step instructions for manual download | 2.2. Manual download (2023 - present)