diff --git a/lib/domains/de/bk-opladen.txt b/lib/domains/de/bk-opladen.txt
index 055765612e..17e6c21fd5 100644
--- a/lib/domains/de/bk-opladen.txt
+++ b/lib/domains/de/bk-opladen.txt
@@ -1,9 +1 @@
-www.bk-opladen.de
-
-Berufskolleg Opladen
-
-Berufskolleg
-des Zweckverbandes der Berufsbildenden Schulen Opladen
-
-Schule der Sekundarstufe II mit Beruflichem Gymnasium
-Wirtschaftsgymnasium, Technisches Gymnasium und Berufliches Gymnasium für Gesundheit, Erziehung und Soziales
+Berufskolleg Opladen
\ No newline at end of file
diff --git a/lib/domains/edu/aku.txt b/lib/domains/edu/aku.txt
index 0edbf3bbb6..5355c0b496 100644
--- a/lib/domains/edu/aku.txt
+++ b/lib/domains/edu/aku.txt
@@ -1,5 +1 @@
-Aga Khan University
-Aga Khan University
-Aga Khan University
-Aga Khan University
-Aga Khan University
+Aga Khan University
\ No newline at end of file
diff --git a/lib/domains/edu/aspp.txt b/lib/domains/edu/aspp.txt
deleted file mode 100644
index 5798ec8719..0000000000
--- a/lib/domains/edu/aspp.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-Georgia School of Professional Psychology
-Illinois School of Professional Psychology - Chicago Campus
-Illinois School of Professional Psychology - Meadows Campus
-Minnesota School of Professional Psychology
diff --git a/lib/domains/edu/national.txt b/lib/domains/edu/national.txt
index e0faa4a98d..282ea2ce36 100644
--- a/lib/domains/edu/national.txt
+++ b/lib/domains/edu/national.txt
@@ -1,7 +1 @@
-National American University, Colorado Springs
-National American University, Denver
-National American University, Roseville
-National American University, Kansas City
-National American University, Albuquerque
-National American University
-National American University, Sioux Falls
+National American University
\ No newline at end of file
diff --git a/lib/domains/edu/nodak.txt b/lib/domains/edu/nodak.txt
index 29c893b337..aebfcdaa72 100644
--- a/lib/domains/edu/nodak.txt
+++ b/lib/domains/edu/nodak.txt
@@ -1,7 +1,7 @@
+University of North Dakota
 Dickinson State University
 Mayville State University
 Minot State University
 North Dakota State University
 Tri-College University
-University of North Dakota
 Valley City State University
diff --git a/lib/domains/edu/psu.txt b/lib/domains/edu/psu.txt
index 34b1febaf8..b70b8f23e0 100644
--- a/lib/domains/edu/psu.txt
+++ b/lib/domains/edu/psu.txt
@@ -1,11 +1,2 @@
 Pennsylvania State University
-Pennsylvania State University - Abington
-Pennsylvania State University - Altoona
-Pennsylvania State University at Erie - Behrend College
-Pennsylvania State University at Harrisburg - The Capital College
-Pennsylvania State University - Berks-Lehigh Valley College
-Pennsylvania State University Delaware County
-Pennsylvania State University Great Valley
-Pennsylvania State University - Lehigh Valley
-Pennsylvania State University - Milton S.Hershey Medical Center
-Pennsylvania State University - Schuylkill
+Pennsylvania State University, campuses: Abington, Altoona, Erie, Harrisburg, Delaware County, Great Valley, Lehigh Valley, Schuylkill
\ No newline at end of file