Example Notebooks¶
Workshop Series TUD¶
The Social Media, Jupyter Lab & Tag Maps Workshop Series at TUD contains a number of example Jupyter Notebooks that can be run with Carto-Lab Docker.
HTML Versions of Notebooks:
Publications¶
The following publications include Jupyter notebooks created with Carto-Lab Docker as supplementary material:
- Dunkel, A., & Burghardt, D. (2024). Assessing Perceived Landscape Change from Opportunistic Spatiotemporal Occurrence Data. Land, 13(7), 1091. DOI
- S1 Jupyter Notebook: 01_mass_invasion.html
- S2 Jupyter Notebook: 02_reddit_api.html
- S3 Jupyter Notebook: 03_reddit_pmaw.html
- S4 Jupyter Notebook: 04_reddit_privacy.html
- S5 Jupyter Notebook: 05_reddit_vis.html
- S6 Jupyter Notebook: 06_cherry_blossoms.html
- S7 Jupyter Notebook: 07_hotspots.html
- S8 Jupyter Notebook: 08_milvus_conversion.html
- S9 Jupyter Notebook: 09_milvus_maps.html
- S10 Jupyter Notebook: 10_milvus_chi.html
- Dunkel, A., Burghardt, D., & Gugulica, M. (2024). Generative Text-to-Image Diffusion for Automated Map Production Based on Geosocial Media Data. KN - Journal of Cartography and Geographic Information. DOI
- Notebook 1: Data preparation, spatial tag clustering (Tagmaps)
- Notebook 2: Generative AI parameters & tests
- Notebook 3: Map generation
- Dunkel, A., Hartmann, M. C., Hauthal, E., Burghardt, D., & Purves, R. S. (2023). From sunrise to sunset: Exploring landscape preference through global reactions to ephemeral events captured in georeferenced social media. PLOS ONE, 18(2), e0280423. DOI
- Dunkel, A., Löchner, M., & Burghardt, D. (2020). Privacy-Aware Visualization of Volunteered Geographic Information (VGI) to Analyze Spatial Activity: A Benchmark Implementation. ISPRS International Journal of Geo-Information, 9(10), 607. DOI