diff --git a/source/plugins/correlation/CMakeLists.txt b/source/plugins/correlation/CMakeLists.txt
index 7e8765176..17ab16573 100644
--- a/source/plugins/correlation/CMakeLists.txt
+++ b/source/plugins/correlation/CMakeLists.txt
@@ -23,6 +23,7 @@ list(APPEND HEADERS
     ${CMAKE_CURRENT_LIST_DIR}/featurescaling.h
     ${CMAKE_CURRENT_LIST_DIR}/graphsizeestimateplotitem.h
     ${CMAKE_CURRENT_LIST_DIR}/hierarchicalclusteringcommand.h
+    ${CMAKE_CURRENT_LIST_DIR}/importannotationscommand.h
     ${CMAKE_CURRENT_LIST_DIR}/knnprotograph.h
     ${CMAKE_CURRENT_LIST_DIR}/loading/correlationfileparser.h
     ${CMAKE_CURRENT_LIST_DIR}/normaliser.h
@@ -47,6 +48,7 @@ list(APPEND SOURCES
     ${CMAKE_CURRENT_LIST_DIR}/featurescaling.cpp
     ${CMAKE_CURRENT_LIST_DIR}/graphsizeestimateplotitem.cpp
     ${CMAKE_CURRENT_LIST_DIR}/hierarchicalclusteringcommand.cpp
+    ${CMAKE_CURRENT_LIST_DIR}/importannotationscommand.cpp
     ${CMAKE_CURRENT_LIST_DIR}/loading/correlationfileparser.cpp
     ${CMAKE_CURRENT_LIST_DIR}/qcpcolumnannotations.cpp
     ${CMAKE_CURRENT_LIST_DIR}/quantilenormaliser.cpp
diff --git a/source/plugins/correlation/importannotationscommand.cpp b/source/plugins/correlation/importannotationscommand.cpp
new file mode 100644
index 000000000..7fd5f165e
--- /dev/null
+++ b/source/plugins/correlation/importannotationscommand.cpp
@@ -0,0 +1,147 @@
+/* Copyright © 2013-2023 Graphia Technologies Ltd.
+ *
+ * This file is part of Graphia.
+ *
+ * Graphia is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * Graphia is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with Graphia.  If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#include "importannotationscommand.h"
+
+#include "correlationplugin.h"
+
+#include "shared/utils/string.h"
+#include "shared/loading/userelementdata.h"
+
+#include "../crashhandler.h"
+
+using namespace Qt::Literals::StringLiterals;
+
+ImportAnnotationsCommand::ImportAnnotationsCommand(CorrelationPluginInstance* plugin,
+    TabularData* data, int keyRowIndex, const std::vector<int>& importRowIndices, bool replace) :
+    _plugin(plugin), _data(std::move(*data)),
+    _keyRowIndex(static_cast<size_t>(keyRowIndex)), _importRowIndices(importRowIndices),
+    _replace(replace)
+{}
+
+QString ImportAnnotationsCommand::firstAnnotationName() const
+{
+    if(!_createdAnnotationNames.empty())
+        return _createdAnnotationNames.front();
+
+    if(!_replacedUserDataVectors.empty())
+        return _replacedUserDataVectors.begin()->name();
+
+    return {};
+}
+
+QString ImportAnnotationsCommand::description() const
+{
+    return multipleAnnotations() ? QObject::tr("Import Column Annotations") : QObject::tr("Import Column Annotation");
+}
+
+QString ImportAnnotationsCommand::verb() const
+{
+    return multipleAnnotations() ? QObject::tr("Importing Column Annotations") : QObject::tr("Importing Column Annotation");
+}
+
+QString ImportAnnotationsCommand::pastParticiple() const
+{
+    return multipleAnnotations() ?
+        QObject::tr("%1 Annotations Imported").arg(numAnnotations()) :
+        QObject::tr("Annotation %1 Imported").arg(firstAnnotationName());
+}
+
+QString ImportAnnotationsCommand::debugDescription() const
+{
+    QString text = description();
+
+    return text;
+}
+
+bool ImportAnnotationsCommand::execute()
+{
+    std::map<QString, size_t> map;
+
+    for(size_t column = 0; column < _plugin->numColumns(); column++)
+    {
+        const auto& columnName = _plugin->columnName(column);
+
+        for(size_t dataColumn = 1; dataColumn < _data.numColumns(); dataColumn++)
+        {
+            auto keyRowValue = _data.valueAt(dataColumn, _keyRowIndex);
+
+            if(columnName == keyRowValue)
+            {
+                map[columnName] = dataColumn;
+                break;
+            }
+        }
+
+        setProgress((static_cast<int>(column) * 100) /
+            static_cast<int>(_plugin->numColumns()));
+    }
+
+    setProgress(-1);
+
+    if(map.empty())
+        return false;
+
+    auto& userData = _plugin->userColumnData();
+
+    for(auto rowIndex : _importRowIndices)
+    {
+        auto annotationName = _data.valueAt(0, static_cast<size_t>(rowIndex));
+        auto* existingVector = userData.vector(annotationName);
+
+        const bool replace = _replace && existingVector != nullptr &&
+            existingVector->type() == _data.typeIdentity(static_cast<size_t>(rowIndex)).type();
+
+        if(replace)
+            _replacedUserDataVectors.emplace_back(*existingVector);
+        else
+        {
+            annotationName = u::findUniqueName(userData.vectorNames(), annotationName);
+            _createdVectorNames.emplace(annotationName);
+        }
+
+        for(size_t column = 0; column < _plugin->numColumns(); column++)
+        {
+            const auto& columnName = _plugin->columnName(column);
+
+            auto value = map.contains(columnName) ?
+                _data.valueAt(map.at(columnName), static_cast<size_t>(rowIndex)) : QString{};
+            userData.setValue(column, annotationName, value);
+        }
+    }
+
+    _plugin->rebuildColumnAnnotations();
+
+    return true;
+}
+
+void ImportAnnotationsCommand::undo()
+{
+    auto& userData = _plugin->userColumnData();
+
+    for(const auto& vectorName : _createdVectorNames)
+        userData.remove(vectorName);
+
+    for(auto&& vector : _replacedUserDataVectors)
+        userData.setVector(std::move(vector));
+
+    _createdVectorNames.clear();
+    _replacedUserDataVectors.clear();
+
+    _plugin->rebuildColumnAnnotations();
+}
diff --git a/source/plugins/correlation/importannotationscommand.h b/source/plugins/correlation/importannotationscommand.h
new file mode 100644
index 000000000..d31ff9236
--- /dev/null
+++ b/source/plugins/correlation/importannotationscommand.h
@@ -0,0 +1,68 @@
+/* Copyright © 2013-2023 Graphia Technologies Ltd.
+ *
+ * This file is part of Graphia.
+ *
+ * Graphia is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * Graphia is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with Graphia.  If not, see <http://www.gnu.org/licenses/>.
+ */
+
+#ifndef IMPORTANNOTATIONSCOMMAND_H
+#define IMPORTANNOTATIONSCOMMAND_H
+
+#include "shared/commands/icommand.h"
+
+#include "shared/loading/tabulardata.h"
+#include "shared/loading/userdatavector.h"
+
+#include <QString>
+
+#include <vector>
+#include <set>
+
+class CorrelationPluginInstance;
+
+class ImportAnnotationsCommand : public ICommand
+{
+private:
+    CorrelationPluginInstance* _plugin = nullptr;
+
+    TabularData _data;
+    size_t _keyRowIndex;
+    std::vector<int> _importRowIndices;
+
+    bool _replace = false;
+    std::vector<UserDataVector> _replacedUserDataVectors;
+
+    std::set<QString> _createdVectorNames;
+    std::vector<QString> _createdAnnotationNames;
+
+    size_t numAnnotations() const { return _importRowIndices.size(); }
+    bool multipleAnnotations() const { return numAnnotations() > 1; }
+    QString firstAnnotationName() const;
+
+public:
+    ImportAnnotationsCommand(CorrelationPluginInstance* plugin,
+        TabularData* data, int keyRowIndex, const std::vector<int>& importRowIndices,
+        bool replace);
+
+    QString description() const override;
+    QString verb() const override;
+    QString pastParticiple() const override;
+
+    QString debugDescription() const override;
+
+    bool execute() override;
+    void undo() override;
+};
+
+#endif // IMPORTANNOTATIONSCOMMAND_H