I investigated the best time to go to the gym, by scraping the current number of people in the gym at 5-minute intervals over several weeks.
What's the best time to go to the gym?
Python
Raspberry Pi
Web scraping
Spline interpolation
Face recognition distances investigation
I investigated the distances returned by face_recogntion for the same and for different faces, to inform the optimal choice of cut-off.
Python
face_recognition
matplotlib
pandas
Journey Plotter
Using geopandas to plot cycling journeys over time. Different formats can produce videos that use colours to show different speeds or journeys at different times.
Python
Geopandas
Mixed-effects regressions comparing sanitation, hookworm infection, and child health
Research into the relationships between environmental risk factors, parasite infection, and anaemia, stunting and wasting.
R
lme4
mixed-effects
Ethiopian national survey: comparing school water, sanitation and hygiene with parasitic infection
Comparing parasite infection rates with school water, sanitation and hygiene provision in a national survey across Ethiopia.
R
Kendall's τ
GIS
Water, sanitation, hygiene, and schistosomiasis: a systematic review and meta-analysis
A systematic review and meta-analysis to summarise the strengths of the relationships between these risk factors and parasitic infections.
meta-analysis
random effects