diff --git a/rowers/tasks.py b/rowers/tasks.py
index bd57e9ec..48f3eadb 100644
--- a/rowers/tasks.py
+++ b/rowers/tasks.py
@@ -1018,7 +1018,7 @@ def handle_check_race_course(self,
         lambda x: safetimedelta(x)
     ).values
 
-    rowdata = rowdata.select_types(['number'])
+    rowdata = rowdata.select_dtypes(['number'])
     rowdata = rowdata.resample('100ms', on='dt').mean()
     rowdata = rowdata.interpolate()
 
@@ -2635,7 +2635,7 @@ def handle_makeplot(f1, f2, t, hrdata, plotnr, imagename,
     if (plotnr in [1, 2, 4, 5, 8, 11, 9, 12]) and (nr_rows > 1200):  # pragma: no cover
         bin = int(nr_rows / 1200.)
         try:
-            df = row.df.select_types(['number'])
+            df = row.df.select_dtypes(['number'])
             df = df.groupby(lambda x: x / bin).mean()
             row.df = df
         except:
diff --git a/rowers/tests/testdata/testdata.tcx.gz b/rowers/tests/testdata/testdata.tcx.gz
index ef86f9ed..30dc7e1e 100644
Binary files a/rowers/tests/testdata/testdata.tcx.gz and b/rowers/tests/testdata/testdata.tcx.gz differ