ColombiAPI

The ColombiAPI package provides a comprehensive interface to access diverse public data about Colombia through multiple APIs and curated datasets. The package integrates four different APIs: API-Colombia for Colombian-specific data including geography, culture, tourism, and government information; World Bank API for economic and demographic indicators; Nager.Date API for public holidays; and REST Countries API for general country information. This allows users to retrieve up-to-date or historical information on topics such as geographic locations, cultural attractions, economic indicators, demographic data, and public holidays.

In addition to API-access functions, the package includes curated datasets covering a wide range of topics, including Bogota air stations, business and holiday dates, public schools, Colombian coffee exports, cannabis licenses, Medellin rainfall, malls in Bogota, indigenous languages, student admissions and school statistics, forest liana mortality, municipal and regional data, connectivity and digital infrastructure, program graduates, vehicle counts, international visitors, and GDP projections. These datasets provide a rich and multifaceted view of Colombian social, economic, environmental, and technological information.

Installation

You can install the ColombiAPI package from CRAN with the following R function:

install.packages("ColombiAPI")

Usage

After installation, load the package and start exploring and using its functions and datasets.

library(ColombiAPI)

ColombiAPI Functions

Below is a list of the main functions included in the package:

• get_colombia_airports(): Get Colombia's Airports from API Colombia.

• get_colombia_attractions(): Get All Touristic Attractions of Colombia from API Colombia.

• get_colombia_child_mortality(): Get Colombia's Under-5 Mortality Rate from World Bank.

• get_colombia_cities(): Get All Cities of Colombia from API Colombia.

• get_colombia_cpi(): Get Colombia's Consumer Price Index (2010 = 100) from World Bank.

• get_colombia_departments(): Get Colombia's Departments from API Colombia.

• get_colombia_energy_use(): Get Colombia's Energy Use (kg of oil equivalent per capita) from World Bank.

• get_colombia_gdp function(): Get Colombia's GDP (current US$) from World Bank.

• get_colombia_holidays(): Get official public holidays in Colombia for a given year, e.g., get_colombia_holidays(2025).

• get_colombia_hospital_beds(): Get Colombia's Hospital Beds (per 1,000 people) from World Bank.

• get_colombia_invasive_species(): Get Invasive Species of Colombia from API Colombia.

• get_colombia_life_expectancy(): Get Colombia's Life Expectancy at Birth (Total, Years) from World Bank.

• get_colombia_literacy_rate(): Get Colombia's Adult Literacy Rate from World Bank.

• get_colombia_native_communities(): Get Native Communities of Colombia from API Colombia.

• get_colombia_natural_areas(): Get Natural Areas of Colombia from API Colombia.

• get_colombia_population(): Get Colombia's Total Population from World Bank.

• get_colombia_presidents(): Get Colombia's Presidents from API Colombia.

• get_colombia_radios(): Get Radios of Colombia from API Colombia.

• get_colombia_regions(): Get Colombia's Regions from API Colombia.

• get_colombia_typical_dishes(): Get Typical Dishes of Colombia from API Colombia.

• get_colombia_unemployment(): Get Colombia's Unemployment Rate (Total) from World Bank.

• get_country_info_co(): Get Country Information for Colombia from restcountries.

• view_datasets_ColombiAPI(): View available curated datasets included in ColombiAPI.

Dataset Suffixes

Each dataset in ColombiAPI is labeled with a suffix to indicate its type and structure:

• _df: A standard data frame.

• _tbl_df: A tibble, a modern version of a data frame with better formatting and functionality.

• _Date: An object of type Date.

Datasets Included in ColombiAPI

In addition to API functions, ColombiAPI includes several preloaded datasets that provide valuable insights into various aspects of Colombia:

• Bogota_airstations_df: A data frame containing coordinates of air quality monitoring stations in Bogota.

• Bogota_business_Date: A Date object listing official business dates in Bogota.

• Colombia_coffee_tbl_df: A tibble with details of Colombian coffee export and import for the year 2016.

Example Code:

# Load the package

library(ColombiAPI)

# List colombian presidents

get_colombia_presidents()

# Shows Colombia's general information 

get_country_info_co()

# Load a dataset

data("Bogota_airstations_df")

# # Shows six rows of the dataset

head(Bogota_airstations_df)

# Load another dataset

data("Tulua_Public_Schools_tbl_df")

# Display the structure of the tibble

str(Tulua_Public_Schools_tbl_df)