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omkurz's Projects

low_cost_sensors icon low_cost_sensors

Data analysis scripts for the Bachelor course "Field Climatology with Low-Cost Sensors" at Humboldt-University Berlin

maps-of-berlin icon maps-of-berlin

creating interactive choropleth maps using demographic and residential data

network-analysis icon network-analysis

The project explores a traffic network of Berlin, with a focus on the resilience of the network, specifically looking at how well the city is at redirecting traffic in a scenario where roads are closed off.

osm-berlin icon osm-berlin

Data wrangling on OpenStreetMap data of Berlin, Germany

powerbi-desktop-samples icon powerbi-desktop-samples

Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.

st22-active-learn-trees icon st22-active-learn-trees

The Green Monitor website showcases the positive environmental impact of trees in Berlin and raises the users’ awareness about the trees surrounding them and encourages to make Berlin greener together. The application allows the user to gain more information about trees in their selected district of Berlin and to identify trees from uploaded pictures.

streamlit icon streamlit

Streamlit — The fastest way to build data apps in Python

tabpy icon tabpy

Execute Python code on the fly and display results in Tableau visualizations:

temperature icon temperature

Autoregressive model for forecasting temperature developement based on data from Berlin weather station.

temperature_forecast icon temperature_forecast

Time series analysis based on Berlin-Templehof area’s historical data of daily temperature, taking into account trend and seasonality issues. Produced a 3-day forecast with only 4% error

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