Package index • climasus4r

Importação e Exportação

Funções principais para obter, ler e salvar dados do DATASUS

sus_data_import(): Import and preprocess data from DATASUS with intelligent caching
sus_data_read(): Read Processed Health Data with Batch and Parallel Support
sus_data_export(): Export Processed Health Data with Metadata

Tratamento de encoding, nomes de colunas e criação de variáveis

sus_data_clean_encoding(): Detect and correct character encoding issues
sus_data_standardize(): Standardize SUS data column names and values
sus_data_create_variables(): Create Derived Variables for Epidemiological Analysis

Filtragem por CID, grupos de doenças e demografia

sus_data_filter_cid(): Filter SUS health data by ICD-10 codes or disease groups with multilingual support
sus_data_filter_demographics(): Filter Health Data by Demographic Variables

Agregação de séries temporais e junção com malhas geográficas e demograficas

sus_data_aggregate(): Aggregate Health Data into Time Series
sus_spatial_join(): Spatially Link SUS Data to Brazilian Geographic Units
sus_census_join(): Add Census Socioeconomic variables to Health Data
sus_climate_inmet(): Import and Process INMET Meteorological Data
sus_climate_fill_inmet(): Fill gaps in INMET climate time series using XGBoost
sus_climate_aggregate(): Integration of Climate and Health Data
sus_climate_compute_indicators(): Compute Bioclimatic and Thermal Stress Indicators
sus_climate_plot_fill(): Visualise time-series gap-filling from sus_climate_fill()
sus_climate_compute_heatwaves(): Detect heatwaves using multiple standard methodologies
sus_climate_plot_heatwaves(): Plot and Analyze Heatwave Events

Relatórios de qualidade de dados e dicionários de doenças

sus_data_quality_report(): Generate Data Quality Report for Health Data
sus_census_select(): Interactive Census Variables Explorer
sus_data_cid_select(): Interactive Disease Groups Explorer
sus_meta(): Manage climasus_df S3 Class Metadata and Storage Backends
print(<climasus_df>): Print method for climasus_df
`[`(<climasus_df>): Subsetting method for climasus_df
`[[`(<climasus_df>): Column extraction for climasus_df
`$<-`(<climasus_df>): Column assignment for climasus_df
rbind(<climasus_df>): Row binding for climasus_df objects
as.data.frame(<climasus_df>): Coerce climasus_df to plain data.frame (strips metadata)
write_duckdb_climasus(): Write a climasus_df to a persistent DuckDB file
write_parquet_climasus(): Write a climasus_df directly to a Parquet file
sus_as_arrow(): Convert a climasus_df to an Arrow Table with embedded metadata
sus_as_duckdb(): Convert a climasus_df to a DuckDB lazy tbl with embedded metadata

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