diff --git a/README.md b/README.md
index c93546f..35038a9 100644
--- a/README.md
+++ b/README.md
@@ -113,10 +113,10 @@ See also the list of [contributors](https://github.com/mtwente/maxvogt-analysis/
## License
-The **data** in this repository, excluding OpenStreetMap geodata, is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) License - see the [LICENSE-CCBY](LICENSE-CCBY.md) file for details. By using this data, you agree to give appropriate credit to the original author(s) and to indicate if any modifications have been made.
+The **data** in this repository, excluding OpenStreetMap geodata, is released under the Creative Commons Attribution 4.0 International (CC BY 4.0) License – see the [LICENSE-CCBY](LICENSE-CCBY.md) file for details. By using this data, you agree to give appropriate credit to the original author(s) and to indicate if any modifications have been made.
**Geodata** in this repository, retrieved from OpenStreetMap, is released under the Open Database License – see the [LICENSE-ODbL](LICENSE-ODbL.md) file for details. By using this data, you agree to adhere to the attribution standards set out in the license and specified by the [OpenStreetMap Foundation](https://osmfoundation.org/wiki/Licence).
-The **code** in this repository, excluding the Jupyter notebooks in `/analysis/`, is released under the GNU Affero General Public License v3.0 - see the [LICENSE-AGPL](LICENSE-AGPL.md) file for details. By using this code, you agree to make any modifications available under the same license.
+The **code** in this repository, excluding the Jupyter notebooks in `/analysis/`, is released under the GNU Affero General Public License v3.0 – see the [LICENSE-AGPL](LICENSE-AGPL.md) file for details. By using this code, you agree to make any modifications available under the same license.
-The **Jupyter notebooks** in `/analysis` are released under the Creative Commons Attribution 4.0 International (CC BY 4.0) License - see the [LICENSE-CCBY](LICENSE-CCBY.md) file for details. By using this data, you agree to give appropriate credit to the original author(s) and to indicate if any modifications have been made.
+The **Jupyter notebooks** in `/analysis/` are released under the Creative Commons Attribution 4.0 International (CC BY 4.0) License – see the [LICENSE-CCBY](LICENSE-CCBY.md) file for details. By using this data, you agree to give appropriate credit to the original author(s) and to indicate if any modifications have been made.
diff --git a/about.md b/about.md
index a61ead3..c5812fd 100644
--- a/about.md
+++ b/about.md
@@ -7,6 +7,8 @@
::: {.column width="45%"}
[**Moritz Twente**](https://orcid.org/0009-0005-7187-9774) studied urban planning (B.Sc.) at Bauhaus-Universität Weimar and Northern European Studies (B.A.) at Humboldt-Universität zu Berlin. His research interest lies in the role of politics at the intersection of space, design and the built environment. He works as data steward at [Stadt.Geschichte.Basel](https://www.stadtgeschichtebasel.ch/) and is enrolled in the Political Science and Digital Humanities programmes (M.A.) at Universität Basel.
+[moritz.twente@unibas.ch](mailto:moritz.twente@unibas.ch)
+
:::
::: {.column width="10%"}
@@ -16,7 +18,7 @@
:::
::: {.column width="45%"}
-[**Luisa Omonsky**](https://orcid.org/0009-0007-7402-7993) is working as a research assistant in the interdisciplinary DFG-project ['Wohnen im Denkmal'](https://denkmalpflege.tuwien.ac.at/index.php/forschungsprojekt-wohnen-im-denkmal/) (Living in a Monument) at Technische Universität Wien in cooperation with Bauhaus-Universität Weimar. She graduated from the Urban Planning programme (B.Sc.) at Bauhaus-Universität Weimar and Heritage Conservation programme (M.A.) at Otto-Friedrich-Universität Bamberg, additionally studying in the Art History programme (M.A.). Her research interests include 20^th^ century architecture, especially post-war modernism and post-modernism.
+[**Luisa Omonsky**](https://orcid.org/0009-0007-7402-7993) is working as a research assistant in the interdisciplinary DFG-project ['Wohnen im Denkmal'](https://denkmalpflege.tuwien.ac.at/index.php/forschungsprojekt-wohnen-im-denkmal/) (Living in a Monument) at Technische Universität Wien in cooperation with Bauhaus-Universität Weimar. She graduated from the Urban Planning programme (B.Sc.) at Bauhaus-Universität Weimar and Heritage Conservation programme (M.A.) at Otto-Friedrich-Universität Bamberg. Her research interests include 20^th^ century architecture, especially post-war modernism and post-modernism.
:::
@@ -26,7 +28,7 @@
_maxvogt-analysis_ contains research data – mainly geodata and Jupyter Notebooks – related to a research project on the railway station designs by Max Vogt and the spatial syntax features.
-The analyis is split up in Jupyter Notebooks that are available in this repository and can be launched either locally or using Binder.
+The analysis is split up in Jupyter Notebooks that are available in this repository and can be launched either locally or using Binder.
The most important tool used for the spatial analysis is **momepy**[^1] by Martin Fleischmann and James Gaboardi. See the [documentation](https://docs.momepy.org/en/stable/index.html) for momepy examples and tutorials.