diff --git a/bob/devtools/data/conda_build_config.yaml b/bob/devtools/data/conda_build_config.yaml
index 362cad55aa74f880b85d59010c6ba3702dc5602c..c134356fe3db3517a4f13f760c0985df5abf5973 100644
--- a/bob/devtools/data/conda_build_config.yaml
+++ b/bob/devtools/data/conda_build_config.yaml
@@ -410,6 +410,8 @@ numpy:
   - "1.22.4"
 opencv:
   - "4.6.0"
+openpyxl:
+  - "3.0.10"
 pandas:
   - "1.5.0"
 pillow:
@@ -451,6 +453,8 @@ scipy:
   - "1.9.1"
 setuptools:
   - "65.3.0"
+shap:
+  - "0.41.0"
 simplejson:
   - "3.17.6"
 six:
diff --git a/bob/devtools/data/pip-constraints.txt b/bob/devtools/data/pip-constraints.txt
index d2a093d3365bf9badc50c7ae67b2d9974d25c034..f84b8bb7e5fbd8001d55e0e478e530466a7c75ef 100644
--- a/bob/devtools/data/pip-constraints.txt
+++ b/bob/devtools/data/pip-constraints.txt
@@ -186,6 +186,7 @@ oauthlib==3.2.1
 opencv==4.6.0
 openh264==2.3.0
 openjpeg==2.5.0
+openpyxl==3.0.10
 openssl==1.1.1q
 opt_einsum==3.3.0
 p11-kit==0.24.1
@@ -242,6 +243,7 @@ scikit-image==0.19.3
 scikit-learn==1.1.2
 scipy==1.9.1
 setuptools==65.3.0
+shap==0.41.0
 simplejson==3.17.6
 six==1.16.0
 sleef==3.5.1