diff --git a/freqtrade/vendor/qtpylib/indicators.py b/freqtrade/vendor/qtpylib/indicators.py
index 22fac4e2a..9830e08fe 100644
--- a/freqtrade/vendor/qtpylib/indicators.py
+++ b/freqtrade/vendor/qtpylib/indicators.py
@@ -110,10 +110,13 @@ def heikinashi(bars):
     bars = bars.copy()
     bars['ha_close'] = (bars['open'] + bars['high'] +
                         bars['low'] + bars['close']) / 4
+
     bars['ha_open'] = (bars['open'].shift(1) + bars['close'].shift(1)) / 2
     bars.loc[:1, 'ha_open'] = bars['open'].values[0]
-    bars.loc[1:, 'ha_open'] = (
-        (bars['ha_open'].shift(1) + bars['ha_close'].shift(1)) / 2)[1:]
+    for x in range(2):
+        bars.loc[1:, 'ha_open'] = (
+            (bars['ha_open'].shift(1) + bars['ha_close'].shift(1)) / 2)[1:]
+
     bars['ha_high'] = bars.loc[:, ['high', 'ha_open', 'ha_close']].max(axis=1)
     bars['ha_low'] = bars.loc[:, ['low', 'ha_open', 'ha_close']].min(axis=1)