Accessibility has a major contribution for the process of urbanisation. How big is the impact of accessibility towards urbanisation? Will accessibility only make the big, bigger while the small getting smaller?
Airport does has a big impact with elasticity value of 1,8 to the increase of airport passenger. However, there is no correlation between the cities connection and growth of the cities. This leads to question of accessibility as the main growth factor of the airport.
This research is part of my MSc thesis for STREEM program at VU Amsterdam.
Skills: Econometrics, modelling, webscraping, data cleaning, data visualization, GIS
This project app is trying to look at the forest loss within Katingan Mentayan Project in Kalimantan. Other than the big wildfire in 2016, Katingan project has sucsesfully protect the forest within their area, despite growing forest loss in the surrounding area. This project are using classification data set that developed by Hansen et al.
Skills: Google Earth Engine, GIS, data visualization
Housing in Luxembourg is crazy. But how crazy can it be? The main finding in this competition was that the rented housing in Luxembourg City is decreasing in size while still maintaining the high price per square meter, leading to a worrying trend that is already happening in Hong Kong. Lead me to be a best presenter in Data Analytics Challenge by PWC Luxembourg
Skills: Data cleaning, data visualization, non parametric model
Exploration towards NYC census data. Spoiler: even without hard zoning, the census data in income still showing a segregated pattern
Skills: Data visualization, GIS
Exploration on laptop data of Connor. This is a case study for Data Analyst Intern position at DPDK. Spoiler: The data itself is quite creepy but Connor is a good employee.
Skills: Data cleaning, data visualization, GIS
Time in Paris is magical but also limited. This beg the question: Where should you stay while you in Paris? This is a group project for GIS course as a part of STREEM program at VU Amsterdam. Spoiler: Stay close to the river and you will see have a good time
Skills: GIS, webscraping, data visualization
Trend exploration towards pollution level in New Delhi and the impact of lockdown shock. Spoiler: the lockdown does have an impact but not as dramatic, if we include yearly trend to our model
Skills: Non parametric model, data visualization