Marcelina Kupisiewicz's Projects
Analysing UK crime data available on https://data.police.uk/data/ in West Midlands using geopandas
Exploring weather station data available on https://www.ncdc.noaa.gov/cdo-web/datasets using pandas
Detecting and visualizing land cover change using ArcGIS Pro in the Brazil state Rondonia between year 2020 and 1992.
Prioritizing the areas for tree planting to help decrease the effect of extreme heat based on Heat Risk Index in the city of Brno using ArcGIS Pro.
Calculating global and local spatial autocorrelation of income noted per each polish county in 2022 based on Moran's I and LISA statistics. Calculations were conducted using the following packages: pySAL, splot.esda, geopandas.
Conducting geodemographic classification for ethnic groups in NYC using K-means algorithm available in sklearn.cluster module.
Visualizing the Maxar Open Data for the 2023 North India Floods (pre and post event images) on the split map using leafmap.
Finding the shortest cycling path between starting point and endpoint using OSMnx's graph_from_place()
Identifying the number of locations affected by different flood return periods using dataset of polish address points, flood hazard maps and administrative unit boundaries.