diff --git a/FCA.ipynb b/FCA.ipynb
index da7175ad69346b0a05510796c6dc78c4a42f4f36..a0b216da55ee9902f5d2fbe3a1daeea4bc6a6e49 100644
--- a/FCA.ipynb
+++ b/FCA.ipynb
@@ -7,7 +7,7 @@
    "source": [
     "# FCA & DraCor\n",
     "\n",
-    "We want to analyse which characters speak in scenes of different plays. Therefore, we extract the corresponding information from [DraCor](https://dracor.org/) and analyse it using [Formal Concept Analysis](https://www.upriss.org.uk/fca/fca.html).\n",
+    "We want to analyse which characters speak in scenes of different plays. Therefore, we extract the corresponding information from [DraCor](https://dracor.org/) and analyse it using [Formal Concept Analysis](https://www.upriss.org.uk/fca/fca.html) (FCA).\n",
     "\n",
     "## DraCor\n",
     "\n",
@@ -112,7 +112,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "every-capture",
+   "id": "durable-multimedia",
    "metadata": {},
    "source": [
     "We use the [concepts](https://github.com/xflr6/concepts) Python library for FCA:"
@@ -121,7 +121,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "younger-playback",
+   "id": "ranking-island",
    "metadata": {},
    "outputs": [],
    "source": [