diff --git a/freqtrade/plugins/pairlist/VolatilityFilter.py b/freqtrade/plugins/pairlist/VolatilityFilter.py
index 36f24af4b..224dfcca8 100644
--- a/freqtrade/plugins/pairlist/VolatilityFilter.py
+++ b/freqtrade/plugins/pairlist/VolatilityFilter.py
@@ -123,8 +123,12 @@ class VolatilityFilter(IPairList):
 
             volatility_avg = self._calculate_volatility(p, daily_candles)
 
-            if volatility_avg is not None and self._validate_pair_loc(p, volatility_avg):
-                resulting_pairlist.append(p)
+            if volatility_avg is not None:
+                if self._validate_pair_loc(p, volatility_avg):
+                    resulting_pairlist.append(p)
+            else:
+                self.log_once(f"Removed {p} from whitelist, no candles found.", logger.info)
+
             if self._sort_direction:
                 volatilitys[p] = volatility_avg if not np.isnan(volatility_avg) else 0
 
diff --git a/freqtrade/plugins/pairlist/rangestabilityfilter.py b/freqtrade/plugins/pairlist/rangestabilityfilter.py
index d66ea92ec..ff0ec80e4 100644
--- a/freqtrade/plugins/pairlist/rangestabilityfilter.py
+++ b/freqtrade/plugins/pairlist/rangestabilityfilter.py
@@ -109,8 +109,9 @@ class RangeStabilityFilter(IPairList):
 
             pct_change = self._calculate_rate_of_change(p, daily_candles)
 
-            if pct_change is not None and self._validate_pair_loc(p, pct_change):
-                resulting_pairlist.append(p)
+            if pct_change is not None:
+                if self._validate_pair_loc(p, pct_change):
+                    resulting_pairlist.append(p)
             else:
                 self.log_once(f"Removed {p} from whitelist, no candles found.", logger.info)