diff --git a/meshroom/ui/components/__init__.py b/meshroom/ui/components/__init__.py
index 6c94a10d..df9a5bb5 100755
--- a/meshroom/ui/components/__init__.py
+++ b/meshroom/ui/components/__init__.py
@@ -5,9 +5,11 @@ def registerTypes():
     from meshroom.ui.components.edge import EdgeMouseArea
     from meshroom.ui.components.filepath import FilepathHelper
     from meshroom.ui.components.scene3D import Scene3DHelper, TrackballController
+    from meshroom.ui.components.csvData import CsvData
 
     qmlRegisterType(EdgeMouseArea, "GraphEditor", 1, 0, "EdgeMouseArea")
     qmlRegisterType(ClipboardHelper, "Meshroom.Helpers", 1, 0, "ClipboardHelper")  # TODO: uncreatable
     qmlRegisterType(FilepathHelper, "Meshroom.Helpers", 1, 0, "FilepathHelper")  # TODO: uncreatable
     qmlRegisterType(Scene3DHelper, "Meshroom.Helpers", 1, 0, "Scene3DHelper")  # TODO: uncreatable
     qmlRegisterType(TrackballController, "Meshroom.Helpers", 1, 0, "TrackballController")
+    qmlRegisterType(CsvData, "DataObjects", 1, 0, "CsvData")
diff --git a/meshroom/ui/components/csvData.py b/meshroom/ui/components/csvData.py
new file mode 100644
index 00000000..2e87ab57
--- /dev/null
+++ b/meshroom/ui/components/csvData.py
@@ -0,0 +1,114 @@
+from meshroom.common.qt import QObjectListModel
+
+from PySide2.QtCore import QObject, Slot, Signal, Property
+from PySide2.QtCharts import QtCharts
+
+import csv
+
+class CsvData(QObject):
+    """
+    Store data from a CSV file
+    """
+    def __init__(self):
+        super(CsvData, self).__init__()
+        self._filepath = ""
+        self._data = QObjectListModel(parent=self)  # List of CsvColumn
+        self._ready = False
+
+    @Slot(int, result=QObject)
+    def getColumn(self, index):
+        return self._data.at(index)
+
+    def getFilepath(self):
+        return self._filepath
+
+    def setFilepath(self, filepath):
+        if self._filepath == filepath:
+            return
+        self._filepath = filepath
+        self.updateData()
+        self.filepathChanged.emit()
+
+    def setReady(self, ready):
+        if self._ready == ready:
+            return
+        self._ready = ready
+        self.readyChanged.emit()
+
+    def updateData(self):
+        self.setReady(False)
+        self._data.setObjectList(self.read())
+        if not self._data.isEmpty():
+            self.setReady(True)
+
+    def read(self):
+        """
+        Read the CSV file and return a list containing CsvColumn objects
+        """
+        if not self._filepath or not self._filepath.endswith(".csv"):
+            return []
+
+        csvRows = []
+        with open(self._filepath, "r") as fp:
+            reader = csv.reader(fp)
+            for row in reader:
+                csvRows.append(row)
+
+        dataList = []
+
+        # Create the objects in dataList
+        # with the first line elements as objects' title
+        for elt in csvRows[0]:
+            dataList.append(CsvColumn(elt))
+
+        # Populate the content attribute
+        for elt in csvRows[1:]:
+            for idx, value in enumerate(elt):
+                dataList[idx].appendValue(value)
+
+        return dataList
+
+    filepathChanged = Signal()
+    filepath = Property(str, getFilepath, setFilepath, notify=filepathChanged)
+    readyChanged = Signal()
+    ready = Property(bool, lambda self: self._ready, notify=readyChanged)
+    data = Property(QObject, lambda self: self._data, constant=True)
+
+
+class CsvColumn(QObject):
+    """
+    Store content of a CSV column
+    """
+    def __init__(self, title=""):
+        super(CsvColumn, self).__init__()
+        self._title = title
+        self._content = []
+
+    def appendValue(self, value):
+        self._content.append(value)
+
+    @Slot(result=str)
+    def getFirst(self):
+        if not self._content:
+            return ""
+        return self._content[0]
+
+    @Slot(result=str)
+    def getLast(self):
+        if not self._content:
+            return ""
+        return self._content[-1]
+
+    @Slot(QtCharts.QXYSeries)
+    def fillChartSerie(self, serie):
+        """
+        Fill XYSerie used for displaying QML Chart
+        """
+        if not serie:
+            return
+        serie.clear()
+        for index, value in enumerate(self._content):
+            serie.append(float(index), float(value))
+
+    title = Property(str, lambda self: self._title, constant=True)
+    content = Property("QStringList", lambda self: self._content, constant=True)
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