diff --git a/2024/ideas-list.md b/2024/ideas-list.md
index 04d44df1..7654406a 100644
--- a/2024/ideas-list.md
+++ b/2024/ideas-list.md
@@ -23,6 +23,7 @@ page of each organization under the NumFOCUS umbrella at this page.
 - [pvlib](https://github.com/pvlib/pvlib-python/wiki/GSoC-2024-Projects)
 - [PyBaMM](https://pybamm.org/gsoc/2024/)
 - [PyMC](https://github.com/pymc-devs/pymc/wiki/GSoC-2024-projects)
+- [PySAL](https://github.com/pysal/pysal/wiki/Google-Summer-of-Code-2024)
 - [QuTiP](https://github.com/qutip/qutip/wiki//Google-Summer-of-Code-2024)
 - [SciML](https://sciml.ai/dev/#google_summer_of_code)
 - [Taskflow](https://github.com/taskflow/GSoC2024)
diff --git a/README.md b/README.md
index 200673b4..a68ca181 100644
--- a/README.md
+++ b/README.md
@@ -459,7 +459,7 @@ In alphabetic order.
        <h1>PySAL</h1>
        <p>PySAL is a python library for geographical data science. It consists of 18 subpackages that cover a wide range of spatial analytical methods from exploratory spatial data analysis, spatial interaction modeling, spatial optimization, spatial econometrics, segregation, and spatial interpolation, among others.</p>
        <p>
-       <a href="https://pysal.org">Website</a> | <a href="https://app.gitter.im/#/room/#pysal_pysal:gitter.im">gitter</a> | <a href="https://github.com/pysal/pysal/wiki/Google-Summer-of-Code-2023">Ideas Page</a> | <a href="https://github.com/pysal/pysal"> Source Code</a> </p>
+       <a href="https://pysal.org">Website</a> | <a href="https://app.gitter.im/#/room/#pysal_pysal:gitter.im">gitter</a> | <a href="https://github.com/pysal/pysal/wiki/Google-Summer-of-Code-2024">Ideas Page</a> | <a href="https://github.com/pysal/pysal"> Source Code</a> </p>
     </td>
 </tr>