diff --git a/freqtrade/data/history/idatahandler.py b/freqtrade/data/history/idatahandler.py
index cdbce1a76..b87912080 100644
--- a/freqtrade/data/history/idatahandler.py
+++ b/freqtrade/data/history/idatahandler.py
@@ -254,7 +254,7 @@ class IDataHandler(ABC):
             enddate = pairdf.iloc[-1]['date']
 
             if timerange_startup:
-                self._validate_pairdata(pair, pairdf, timeframe, timerange_startup)
+                self._validate_pairdata(pair, pairdf, timeframe, candle_type, timerange_startup)
                 pairdf = trim_dataframe(pairdf, timerange_startup)
                 if self._check_empty_df(pairdf, pair, timeframe, warn_no_data):
                     return pairdf
@@ -281,7 +281,8 @@ class IDataHandler(ABC):
             return True
         return False
 
-    def _validate_pairdata(self, pair, pairdata: DataFrame, timeframe: str, timerange: TimeRange):
+    def _validate_pairdata(self, pair, pairdata: DataFrame, timeframe: str,
+                           candle_type: CandleType, timerange: TimeRange):
         """
         Validates pairdata for missing data at start end end and logs warnings.
         :param pairdata: Dataframe to validate
@@ -291,12 +292,12 @@ class IDataHandler(ABC):
         if timerange.starttype == 'date':
             start = datetime.fromtimestamp(timerange.startts, tz=timezone.utc)
             if pairdata.iloc[0]['date'] > start:
-                logger.warning(f"Missing data at start for pair {pair} at {timeframe}, "
+                logger.warning(f"{pair}, {candle_type}, {timeframe}, "
                                f"data starts at {pairdata.iloc[0]['date']:%Y-%m-%d %H:%M:%S}")
         if timerange.stoptype == 'date':
             stop = datetime.fromtimestamp(timerange.stopts, tz=timezone.utc)
             if pairdata.iloc[-1]['date'] < stop:
-                logger.warning(f"Missing data at end for pair {pair} at {timeframe}, "
+                logger.warning(f"{pair}, {candle_type}, {timeframe}, "
                                f"data ends at {pairdata.iloc[-1]['date']:%Y-%m-%d %H:%M:%S}")
 
 
diff --git a/tests/data/test_history.py b/tests/data/test_history.py
index 29763c100..349deaa22 100644
--- a/tests/data/test_history.py
+++ b/tests/data/test_history.py
@@ -355,8 +355,8 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
     td = ((end - start).total_seconds() // 60 // 5) + 1
     assert td != len(data['UNITTEST/BTC'])
     start_real = data['UNITTEST/BTC'].iloc[0, 0]
-    assert log_has(f'Missing data at start for pair '
-                   f'UNITTEST/BTC at 5m, data starts at {start_real.strftime("%Y-%m-%d %H:%M:%S")}',
+    assert log_has(f'UNITTEST/BTC, spot, 5m, '
+                   f'data starts at {start_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)
     # Make sure we start fresh - test missing data at end
     caplog.clear()
@@ -370,8 +370,8 @@ def test_load_partial_missing(testdatadir, caplog) -> None:
 
     # Shift endtime with +5 - as last candle is dropped (partial candle)
     end_real = arrow.get(data['UNITTEST/BTC'].iloc[-1, 0]).shift(minutes=5)
-    assert log_has(f'Missing data at end for pair '
-                   f'UNITTEST/BTC at 5m, data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
+    assert log_has(f'UNITTEST/BTC, spot, 5m, '
+                   f'data ends at {end_real.strftime("%Y-%m-%d %H:%M:%S")}',
                    caplog)