Projects

Here you can see some of my data projects. Data repository and code for my analyses in R are available through figshare and github

Reconstructing 25 years of house price dynamics across the United States without time series data

machine learning

GIS

A ML-driven geostatistical interpolation to predict 25-year price changes of houses across the United States without temporal replication

Measuring species range elongation

ecology

GIS

An R function to calculate the Range Linearity Index (RLI) by Pigot et al. (2010)

Obtain functional traits for European plants

data mining

ecology

Here I provide a function in R to mine ‘LHS’ traits (i.e., specific leaf area, plant height, and seed mass) from FloraVeg.EU

Simple pairwise visualizations for incomplete datasets

data visualization

ecology

An R code to visualize correlations using complete observations for each pairwise combination