defmodule Explorer.Datasets do
@datasets_dir Path.join(File.cwd!(), "datasets")
CO2 emissions from fossil fuels since 2010, by country
Boden, T.A., G. Marland, and R.J. Andres. 2013. Global, Regional, and National Fossil-Fuel CO2
Emissions. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, U.S.
Department of Energy, Oak Ridge, Tenn., U.S.A. doi 10.3334/CDIAC/00001_V2013
def fossil_fuels, do: read_dataset!("fossil_fuels")
Wine Dataset - The data is the result of a chemical analysis of wines grown in the same
region in Italy but derived from three different cultivars. The analysis determined the quantities
of 13 constituents found in each of the three types of wines.
Downloaded and modified from: https://archive.ics.uci.edu/ml/machine-learning-databases/wine/wine.data
Forina, M. et al, PARVUS -
An Extendible Package for Data Exploration, Classification and Correlation.
Institute of Pharmaceutical and Food Analysis and Technologies, Via Brigata Salerno,
16147 Genoa, Italy.
Wine. (1991). UCI Machine Learning Repository.
def wine, do: read_dataset!("wine")
Iris Dataset - This classic dataset was collected by Edgar Anderson in 1936 and made famous by R. A. Fisher's 1936 paper.
It consists of several measurements of three species of Iris (Iris setosa, Iris virginica and Iris versicolor).
Downloaded and modified from: https://archive.ics.uci.edu/ml/machine-learning-databases/iris/iris.data
R. A. Fisher (1936)
The use of multiple measurements in taxonomic problems.
Annals of Eugenics. 7 (2): 179–188. doi:10.1111/j.1469-1809.1936.tb02137.x
Iris. (1936). UCI Machine Learning Repository.
def iris, do: read_dataset!("iris")
defp read_dataset!(name) do