Requirements | Validate a field list | Identify endemic species | Review uncertain results | Next steps

Requirements | Match a short list with spelling variants | Choose a threshold | Escalate carefully | Next steps

Introduction | Dataset Background | Loading the Dataset | Taxonomic Diversity | Orders and Species Richness | Endemic Species | Geographic Distribution | Ecoregional Diversity | Name Validation and Fuzzy Matching | Practical Applications | Conservation Assessment | Research Data Cleaning

Introduction | Installation | Loading the package | Available dataset | Basic name validation | Quick checks with wrapper functions | Check if species occur in Peru | Identify endemic species | Check match quality | Working with data frames | Exploring taxonomic families | List all families | Filter by family | Analyzing endemic species | Get endemic species list | Endemic species by ecoregion | Ecoregion analysis | Species distribution across ecoregions | Species with widest distribution | Practical examples | Example 1: Data cleaning workflow | Example 2: Endemic species summary | Example 3: Ecoregion-specific analysis | Advanced: Fuzzy matching details | Citation

Package Logo | Description | Featured Species and Elements | Design Elements

Example backbone | Parse the input names | Run the matching pipeline | Read the pathway flags | Accepted-name resolution | Duplicate handling | Practical notes

Example backbone | Species-level retrieval | One row per submitted name | Compact table for a spatial join | Genus-level retrieval | Family-level retrieval | Fallback from species to genus | Practical notes

Introduction | Key Features | Installation | Core Workflows | 1. Fauna Conservation Status & Common Names | 2. Flora Conservation Status | 3. Automatic Fuzzy Matching for Typos | 4. Direct Filtering by Threat Category | 5. Higher Taxonomy & Dataset Version Metadata | Integration with Tidyverse Workflows | Performance Benchmark | Citation

Objetivo | Funciones para comparar versiones | Magnitud de los cambios | Posibles correcciones y cambios taxonomicos | Posibles inclusiones | Posibles exclusiones | Cambios netos por familia | Recomendaciones de interpretacion

Overview | Benchmark Script | Results | Absolute Runtime | Relative Runtime | Interpretation

Package data | Name reconciliation | Taxon retrieval | Distribution summaries | Distribution maps | Citation

Introduction | Installation | Quick Start | Key Features | All Join Types Supported | Inner join | Left join | Right join | Full join | Semi join (rows from x with a match in y) | Anti join (rows from x without a match in y) | Using the generic fuzzystring_join() | Multiple Distance Methods | Case-Insensitive Matching | Advanced Usage | Multiple Column Joins | Performance

Introduction | 1. High-level snapshot | 2. Changes in status composition | 3. Species turnover | Added species | Removed species | 4. Where the taxonomic changes are concentrated | 5. What this means for users

Introducción | Carga del conjunto de datos | Revisión de escritura y normalización | Variable taxonomic_status | Análisis cuantitativo de la actualización taxonómica | Ejemplos de cambios taxonómicos relevantes | Evaluación de coincidencias entre nombres originales y aceptados | Conclusiones

Installation | Basic Usage | 1. Loading the package | 2. Retrieving data for specific species | 3. Understanding the returned data | 4. Formatting data with specialized functions | Synonyms | Distribution information | Higher taxonomic classifications | Subspecies information | Common names | Reproduction information | Type specimens | Diagnosis information | Comments | Etymology | References | Handling Special Cases | 1. Trinomial names (subspecies) | 2. Incomplete species names | Conclusion

Introduction | Main Functions for Local Searches | Practical Examples | Exact Search for Species Names | Partial Match Search | Flexible Search with Additional Options | Obtaining Subspecies Information | Recommended Workflow | Conclusions

Overview of Functions | Using format_all_attributes() | Syntax | Parameters | Return Value | Example | Using format_selected_attributes() | Working with the Formatted Data | Data Structure | Tips for Effective Use