Repository: ranaroussi/yfinance
Issue category: Bug Report

Issue:
Tests failing
Running `python -m unittest discover -s tests` from #1084 causes 5 failures and 1 error.

======================================================================
ERROR: test_resampling (test_price_repair.TestPriceRepairAssumptions.test_resampling)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_price_repair.py", line 49, in test_resampling
    elif dfr.index[0] == df_truth.index[1]:
                         ~~~~~~~~~~~~~~^^^
  File "/home/dhruvan/yfinance/.venv/lib/python3.12/site-packages/pandas/core/indexes/base.py", line 5389, in __getitem__
    return getitem(key)
           ^^^^^^^^^^^^
  File "/home/dhruvan/yfinance/.venv/lib/python3.12/site-packages/pandas/core/arrays/datetimelike.py", line 381, in __getitem__
    result = cast("Union[Self, DTScalarOrNaT]", super().__getitem__(key))
                                                ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/dhruvan/yfinance/.venv/lib/python3.12/site-packages/pandas/core/arrays/_mixins.py", line 284, in __getitem__
    result = self._ndarray[key]
             ~~~~~~~~~~~~~^^^^^
IndexError: index 1 is out of bounds for axis 0 with size 1

======================================================================
FAIL: test_repair_bad_div_adjusts (test_price_repair.TestPriceRepair.test_repair_bad_div_adjusts)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_price_repair.py", line 668, in test_repair_bad_div_adjusts
    self.assertTrue(f_close.all())
AssertionError: np.False_ is not true

======================================================================
FAIL: test_repair_zeroes_daily (test_price_repair.TestPriceRepair.test_repair_zeroes_daily)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_price_repair.py", line 384, in test_repair_zeroes_daily
    self.assertTrue(_np.isclose(repaired_df[c], correct_df[c], rtol=1e-8).all())
AssertionError: np.False_ is not true

======================================================================
FAIL: test_setTzCacheLocation (test_utils.TestCache.test_setTzCacheLocation)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_utils.py", line 52, in test_setTzCacheLocation
    self.assertTrue(os.path.exists(os.path.join(self.tempCacheDir.name, "tkr-tz.db")))
AssertionError: False is not true

======================================================================
FAIL: test_tzCacheRootLookup (test_utils.TestCacheNoPermission.test_tzCacheRootLookup)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_utils.py", line 81, in test_tzCacheRootLookup
    self.assertTrue(cache.dummy)
AssertionError: False is not true

======================================================================
FAIL: test_tzCacheRootStore (test_utils.TestCacheNoPermission.test_tzCacheRootStore)
----------------------------------------------------------------------
Traceback (most recent call last):
  File "/home/dhruvan/yfinance/tests/test_utils.py", line 70, in test_tzCacheRootStore
    self.assertTrue(cache.dummy)
AssertionError: False is not true

----------------------------------------------------------------------
Ran 109 tests in 308.065s

FAILED (failures=5, errors=1, skipped=2, expected failures=1)


Hints:
I ran into this too. 

I think the first `test_price_repair.TestPriceRepair.test_repair_bad_div_adjusts` and `test_price_repair.TestPriceRepair.test_repair_zeroes_daily` are related to https://github.com/ranaroussi/yfinance/commit/8daa47716766cca2820b9bf78bb9f4487d387c7c as when I checkout the branch before that, it doesn't report the errors.

As for the `test_utils` cache test, it's harder to reproduce as it works on individual tests but fails when run under `python -m unittest discover -s tests`
~If you can just ignore the repair-related tests, fail probably means I improved the algorithm but didn't update the test data.~
There are real bugs in the repair logic, I'll handle.

Patch:
diff --git a/yfinance/scrapers/history.py b/yfinance/scrapers/history.py
index bda169ea..e4bdca2b 100644
--- a/yfinance/scrapers/history.py
+++ b/yfinance/scrapers/history.py
@@ -1426,7 +1426,7 @@ def _fix_bad_div_adjust(self, df, interval, currency):
                 typical_volatility = np.nan
             else:
                 diffs = df2['Close'].iloc[start:end-1].to_numpy() - df2['Low'].iloc[start+1:end].to_numpy()
-                typical_volatility = np.median(np.abs(diffs))
+                typical_volatility = np.mean(np.abs(diffs))
 
             possibilities = []
             if (drops==0.0).all() and df2['Volume'].iloc[div_idx]==0:
@@ -1681,10 +1681,6 @@ def cluster_dividends(df, column='div', threshold=7):
                         div_status_df.loc[phantom_div_dt, c] = False
         checks.append('phantom')
 
-        if not div_status_df[checks].any().any():
-            # Perfect
-            return df
-
         # Remove phantoms early
         if 'phantom' in div_status_df.columns:
             f_phantom = div_status_df['phantom']
@@ -1709,6 +1705,29 @@ def cluster_dividends(df, column='div', threshold=7):
             if 'phantom' in checks:
                 checks.remove('phantom')
 
+        if not div_status_df[checks].any().any():
+            # Maybe failed to detect a too-small div. If div is ~0.01x of previous and next, then
+            # treat as a 0.01x error
+            if len(div_status_df) > 1:
+                for i in range(0, len(div_status_df)):
+                    r_pre, r_post = None, None
+                    if i > 0:
+                        r_pre = div_status_df['%'].iloc[i-1] / div_status_df['%'].iloc[i]
+                    if i < (len(div_status_df)-1):
+                        r_post = div_status_df['%'].iloc[i+1] / div_status_df['%'].iloc[i]
+                    r_pre = r_pre or r_post
+                    r_post = r_post or r_pre
+                    if abs(r_pre-currency_divide)<20 and abs(r_post-currency_divide)<20:
+                        div_dt = div_status_df.index[i]
+                        div_status_df.loc[div_dt, 'div_too_small'] = True
+
+        if not div_status_df[checks].any().any():
+            # Perfect
+            if df_modified:
+                return df2
+            else:
+                return df
+
         # Check if the present div-adjustment contradicts price action
         for i in range(len(div_status_df)):
             div_idx = div_status_df['idx'].iloc[i]
@@ -1789,7 +1808,8 @@ def cluster_dividends(df, column='div', threshold=7):
                                 elif adjDelta_drop > 0.39*adjDiv:
                                     # Still true that applied adjustment exceeds price action, 
                                     # just not clear what solution is (if any).
-                                    div_adj_exceeds_prices = True
+                                    if (x['Adj']<1.0).any():
+                                        div_adj_exceeds_prices = True
                                     break
 
             # Can prune the space:
@@ -1843,22 +1863,6 @@ def cluster_dividends(df, column='div', threshold=7):
 
         checks += ['adj_exceeds_prices', 'div_date_wrong']
 
-        if not div_status_df[checks].any().any():
-            # Maybe failed to detect a too-small div. If div is ~0.01x of previous and next, then
-            # treat as a 0.01x error
-            if len(div_status_df) > 1:
-                for i in range(0, len(div_status_df)):
-                    r_pre, r_post = None, None
-                    if i > 0:
-                        r_pre = div_status_df['%'].iloc[i-1] / div_status_df['%'].iloc[i]
-                    if i < (len(div_status_df)-1):
-                        r_post = div_status_df['%'].iloc[i+1] / div_status_df['%'].iloc[i]
-                    r_pre = r_pre or r_post
-                    r_post = r_post or r_pre
-                    if abs(r_pre-currency_divide)<20 and abs(r_post-currency_divide)<20:
-                        div_dt = div_status_df.index[i]
-                        div_status_df.loc[div_dt, 'div_too_small'] = True
-
         for c in checks:
             if not div_status_df[c].any():
                 div_status_df = div_status_df.drop(c, axis=1)
@@ -1887,11 +1891,16 @@ def cluster_dividends(df, column='div', threshold=7):
                 div_pcts['avg yr yield'] = div_pcts['%'] / div_pcts['period']
 
             for c in checks:
+                if not cluster[c].to_numpy().any():
+                    cluster = cluster.drop(c, axis=1)
+            cluster_checks = [c for c in checks if c in cluster.columns]
+
+            for c in cluster_checks:
                 f_fail = cluster[c].to_numpy()
                 n_fail = np.sum(f_fail)
                 if n_fail in [0, n]:
                     continue
-                pct_fail = np.sum(f_fail) / n
+                pct_fail = n_fail / n
                 if c == 'div_too_big':
                     true_threshold = 1.0
                     fals_threshold = 0.2
@@ -1900,7 +1909,16 @@ def cluster_dividends(df, column='div', threshold=7):
                         continue
 
                     if 'adj_exceeds_prices' in cluster.columns and (cluster[c] == (cluster[c] & cluster['adj_exceeds_prices'])).all():
-                        # More likely that true-positive. Maybe the div never happened
+                        # Treat div_too_big=False as false positives IFF adj_exceeds_prices=true AND 
+                        # true ratio above (lowered) threshold.
+                        true_threshold = 0.5
+                        f_adj_exceeds_prices = cluster['adj_exceeds_prices'].to_numpy()
+                        n = np.sum(f_adj_exceeds_prices)
+                        n_fail = np.sum(f_fail[f_adj_exceeds_prices])
+                        pct_fail = n_fail / n
+                        if pct_fail > true_threshold:
+                            f = fc & div_status_df['adj_exceeds_prices'].to_numpy()
+                            div_status_df.loc[f, c] = True
                         continue
 
                     if 'div_exceeds_adj' in cluster.columns and cluster['div_exceeds_adj'].all():


Test patch:
diff --git a/tests/data/KWS-L-1d-bad-div-fixed.csv b/tests/data/KWS-L-1d-bad-div-fixed.csv
index d3830ccd..2e701df5 100644
--- a/tests/data/KWS-L-1d-bad-div-fixed.csv
+++ b/tests/data/KWS-L-1d-bad-div-fixed.csv
@@ -1,666 +1,725 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
-2022-01-04 00:00:00+00:00,29.46,29.98,28.52,28.66,28.567705078125,169521,0.0,0.0,False
-2022-01-05 00:00:00+00:00,30.0,30.0,28.46,28.900000000000002,28.80693115234375,128698,0.0,0.0,False
-2022-01-06 00:00:00+00:00,28.2,28.560000000000002,27.5,27.82,27.730410156250002,374659,0.0,0.0,False
-2022-01-07 00:00:00+00:00,28.3,28.3,27.400000000000002,27.46,27.3715673828125,80410,0.0,0.0,False
-2022-01-10 00:00:00+00:00,28.16,28.240000000000002,26.2,26.580000000000002,26.49440185546875,135881,0.0,0.0,False
-2022-01-11 00:00:00+00:00,25.92,27.060000000000002,25.92,26.72,26.6339501953125,71414,0.0,0.0,False
-2022-01-12 00:00:00+00:00,26.72,26.96,26.060000000000002,26.8,26.7136962890625,68611,0.0,0.0,False
-2022-01-13 00:00:00+00:00,26.72,27.3239990234375,26.6,27.2,27.1124072265625,155917,0.0,0.0,False
-2022-01-14 00:00:00+00:00,27.52,27.52,26.36,26.560000000000002,26.4744677734375,66402,0.0,0.0,False
-2022-01-17 00:00:00+00:00,27.02,27.22,26.28,27.22,27.13234130859375,60092,0.0,0.0,False
-2022-01-18 00:00:00+00:00,27.66,27.66,26.0,26.86,26.773500976562502,128385,0.0,0.0,False
-2022-01-19 00:00:00+00:00,27.0,27.46,26.7,27.2,27.1124072265625,75141,0.0,0.0,False
-2022-01-20 00:00:00+00:00,26.900000000000002,27.7,26.81172119140625,27.54,27.45131103515625,99304,0.0,0.0,False
-2022-01-21 00:00:00+00:00,27.26,27.88,26.214208984375002,26.38,26.295048828125,123570,0.0,0.0,False
-2022-01-24 00:00:00+00:00,26.14,26.261599121093752,24.72,24.88,24.7998779296875,148794,0.0,0.0,False
-2022-01-25 00:00:00+00:00,24.92,25.2,24.580000000000002,24.580000000000002,24.50084228515625,94318,0.0,0.0,False
-2022-01-26 00:00:00+00:00,25.52,25.52,24.400000000000002,24.66,24.58058837890625,265198,0.0,0.0,False
-2022-01-27 00:00:00+00:00,24.66,25.12669921875,24.400000000000002,24.82,24.74007080078125,248811,0.0,0.0,False
-2022-01-28 00:00:00+00:00,24.7,24.88,24.1,24.32,24.241682128906252,146209,0.0,0.0,False
-2022-01-31 00:00:00+00:00,25.3,25.46,24.3,25.2,25.118845214843752,495745,0.0,0.0,False
-2022-02-01 00:00:00+00:00,25.580000000000002,26.78,25.580000000000002,26.7,26.614016113281252,426366,0.0,0.0,False
-2022-02-02 00:00:00+00:00,25.5,27.28,25.5,26.38,26.295048828125,134118,0.0,0.0,False
-2022-02-03 00:00:00+00:00,26.28,26.3639990234375,24.82,24.88,24.7998779296875,168782,0.0,0.0,False
-2022-02-04 00:00:00+00:00,24.6,25.14,24.400000000000002,24.76,24.680263671875,110543,0.0,0.0,False
-2022-02-07 00:00:00+00:00,25.04,25.04,24.54,24.54,24.4609716796875,163853,0.0,0.0,False
-2022-02-08 00:00:00+00:00,24.64,24.64,23.8,24.12,24.04232421875,146007,0.0,0.0,False
-2022-02-09 00:00:00+00:00,24.5,24.98,24.3,24.7,24.62045654296875,130747,0.0,0.0,False
-2022-02-10 00:00:00+00:00,24.52,24.7,24.080000000000002,24.46,24.38123046875,113862,0.0,0.0,False
-2022-02-11 00:00:00+00:00,24.5,24.72,24.1,24.42,24.341357421875,87108,0.0,0.0,False
-2022-02-14 00:00:00+00:00,24.42,24.42,23.34,23.98,23.9027783203125,79188,0.0,0.0,False
-2022-02-15 00:00:00+00:00,23.86,24.560000000000002,23.54,24.22,24.142004394531252,175846,0.0,0.0,False
-2022-02-16 00:00:00+00:00,24.580000000000002,24.580000000000002,23.76,23.98,23.9027783203125,62392,0.0,0.0,False
-2022-02-17 00:00:00+00:00,24.78,24.78,23.86,23.86,23.78316162109375,111791,0.0,0.0,False
-2022-02-18 00:00:00+00:00,23.84,23.94760009765625,23.36,23.48,23.4043896484375,61467,0.0,0.0,False
-2022-02-21 00:00:00+00:00,23.46,23.64919921875,22.82,23.080000000000002,23.005673828125,71820,0.0,0.0,False
-2022-02-22 00:00:00+00:00,24.18,24.18,22.54,23.38,23.30470703125,75721,0.0,0.0,False
-2022-02-23 00:00:00+00:00,23.78,24.04,23.02,23.02,22.945869140625,122317,0.0,0.0,False
-2022-02-24 00:00:00+00:00,23.3,23.3,21.96,22.52,22.44747802734375,241118,0.0,0.0,False
-2022-02-25 00:00:00+00:00,23.0,23.56,22.66,23.32,23.24490234375,147148,0.0,0.0,False
-2022-02-28 00:00:00+00:00,22.36,24.14,22.36,24.14,24.0622607421875,226698,0.0,0.0,False
-2022-03-01 00:00:00+00:00,24.080000000000002,24.22,23.5,23.5,23.4243212890625,218356,0.0,0.0,False
-2022-03-02 00:00:00+00:00,23.7,23.900000000000002,23.26,23.62,23.543935546875,87219,0.0,0.0,False
-2022-03-03 00:00:00+00:00,23.26,23.8,22.14,22.14,22.06870361328125,137377,0.0,0.0,False
-2022-03-04 00:00:00+00:00,22.3,22.92,20.740000000000002,20.740000000000002,20.6732080078125,173972,0.0,0.0,False
-2022-03-07 00:00:00+00:00,20.740000000000002,21.14,19.5,20.3,20.23462646484375,282380,0.0,0.0,False
-2022-03-08 00:00:00+00:00,20.3,20.82,19.52,19.52,19.457138671875,268763,0.0,0.0,False
-2022-03-09 00:00:00+00:00,20.0,21.02,19.73,21.02,20.9523095703125,624876,0.0,0.0,False
-2022-03-10 00:00:00+00:00,21.22,21.22,20.38,20.44,20.374176025390625,266261,0.0,0.0,False
-2022-03-11 00:00:00+00:00,20.66,21.52,20.46,20.900000000000002,20.8326953125,139879,0.0,0.0,False
-2022-03-14 00:00:00+00:00,21.5,21.88,21.1,21.580000000000002,21.51050537109375,87051,0.0,0.0,False
-2022-03-15 00:00:00+00:00,20.72,21.48,20.72,20.96,20.89250244140625,86783,0.0,0.0,False
-2022-03-16 00:00:00+00:00,21.580000000000002,22.72,21.36,22.48,22.40760498046875,118783,0.0,0.0,False
-2022-03-17 00:00:00+00:00,21.68,22.7,21.68,22.46,22.387670898437502,86717,0.0,0.0,False
-2022-03-18 00:00:00+00:00,21.76,23.32,21.76,23.18,23.10535400390625,147084,0.0,0.0,False
-2022-03-21 00:00:00+00:00,23.400000000000002,23.400000000000002,22.26,22.62,22.547155761718752,290436,0.0,0.0,False
-2022-03-22 00:00:00+00:00,23.22,23.22,21.94,22.0,21.92915283203125,89172,0.0,0.0,False
-2022-03-23 00:00:00+00:00,21.68,22.7,21.68,22.56,22.487348632812502,83842,0.0,0.0,False
-2022-03-24 00:00:00+00:00,21.42,22.64,21.400000000000002,22.400000000000002,22.327863769531252,121267,0.0,0.0,False
-2022-03-25 00:00:00+00:00,22.5,23.1,21.92,22.66,22.58702880859375,192618,0.0,0.0,False
-2022-03-28 00:00:00+01:00,22.14,23.32,22.14,22.86,22.7863818359375,109333,0.0,0.0,False
-2022-03-29 00:00:00+01:00,23.02,23.511201171875,22.8360009765625,23.38,23.30470703125,85895,0.0,0.0,False
-2022-03-30 00:00:00+01:00,23.82,25.740000000000002,23.82,25.740000000000002,25.657106933593752,571137,0.0,0.0,False
-2022-03-31 00:00:00+01:00,25.68,26.2,25.0,26.2,26.115625,458165,0.0,0.0,False
-2022-04-01 00:00:00+01:00,26.32,26.34,25.580000000000002,25.580000000000002,25.497622070312502,206616,0.0,0.0,False
-2022-04-04 00:00:00+01:00,26.400000000000002,26.400000000000002,25.2,25.92,25.836530761718752,150039,0.0,0.0,False
-2022-04-05 00:00:00+01:00,25.94,26.92,25.900000000000002,26.46,26.37478759765625,2241719,0.0,0.0,False
-2022-04-06 00:00:00+01:00,26.62,26.98,26.32,26.52,26.4345947265625,178598,0.0,0.0,False
-2022-04-07 00:00:00+01:00,26.86,27.62,26.44,27.18,27.092470703125002,191304,0.0,0.0,False
-2022-04-08 00:00:00+01:00,27.52,27.72489990234375,26.52,26.62,26.5342724609375,131026,0.0,0.0,False
-2022-04-11 00:00:00+01:00,26.560000000000002,26.692480468750002,25.88,26.0,25.916269531250002,106445,0.0,0.0,False
-2022-04-12 00:00:00+01:00,26.0,26.580000000000002,26.0,26.28,26.19536865234375,134222,0.0,0.0,False
-2022-04-13 00:00:00+01:00,26.62,26.62,25.92,26.3,26.215307617187502,151567,0.0,0.0,False
-2022-04-14 00:00:00+01:00,26.240000000000002,26.52,25.79534912109375,26.0,25.916269531250002,203268,0.0,0.0,False
-2022-04-19 00:00:00+01:00,25.8,26.060000000000002,24.96,25.54,25.45775146484375,202763,0.0,0.0,False
-2022-04-20 00:00:00+01:00,25.740000000000002,25.740000000000002,25.12,25.12,25.03910400390625,133972,0.0,0.0,False
-2022-04-21 00:00:00+01:00,25.22,25.62,25.1,25.2,25.118845214843752,134423,0.0,0.0,False
-2022-04-22 00:00:00+01:00,24.62,25.38,24.62,25.02,24.93942626953125,148749,0.0,0.0,False
-2022-04-25 00:00:00+01:00,24.38,24.86,24.18,24.400000000000002,24.32142333984375,283575,0.0,0.0,False
-2022-04-26 00:00:00+01:00,24.3,24.82,24.22,24.3,24.221748046875,271554,0.0,0.0,False
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diff --git a/tests/data/KWS-L-1d-bad-div.csv b/tests/data/KWS-L-1d-bad-div.csv
index 85d22c39..c0f1bb3e 100644
--- a/tests/data/KWS-L-1d-bad-div.csv
+++ b/tests/data/KWS-L-1d-bad-div.csv
@@ -1,666 +1,725 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
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-2022-01-11 00:00:00+00:00,25.92,27.060000000000002,25.92,26.72,26.6339501953125,71414,0.0,0.0
-2022-01-12 00:00:00+00:00,26.72,26.96,26.060000000000002,26.8,26.7136962890625,68611,0.0,0.0
-2022-01-13 00:00:00+00:00,26.72,27.3239990234375,26.6,27.2,27.1124072265625,155917,0.0,0.0
-2022-01-14 00:00:00+00:00,27.52,27.52,26.36,26.560000000000002,26.4744677734375,66402,0.0,0.0
-2022-01-17 00:00:00+00:00,27.02,27.22,26.28,27.22,27.13234130859375,60092,0.0,0.0
-2022-01-18 00:00:00+00:00,27.66,27.66,26.0,26.86,26.773500976562502,128385,0.0,0.0
-2022-01-19 00:00:00+00:00,27.0,27.46,26.7,27.2,27.1124072265625,75141,0.0,0.0
-2022-01-20 00:00:00+00:00,26.900000000000002,27.7,26.81172119140625,27.54,27.45131103515625,99304,0.0,0.0
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-2022-01-24 00:00:00+00:00,26.14,26.261599121093752,24.72,24.88,24.7998779296875,148794,0.0,0.0
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-2022-01-26 00:00:00+00:00,25.52,25.52,24.400000000000002,24.66,24.58058837890625,265198,0.0,0.0
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-2022-02-04 00:00:00+00:00,24.6,25.14,24.400000000000002,24.76,24.680263671875,110543,0.0,0.0
-2022-02-07 00:00:00+00:00,25.04,25.04,24.54,24.54,24.4609716796875,163853,0.0,0.0
-2022-02-08 00:00:00+00:00,24.64,24.64,23.8,24.12,24.04232421875,146007,0.0,0.0
-2022-02-09 00:00:00+00:00,24.5,24.98,24.3,24.7,24.62045654296875,130747,0.0,0.0
-2022-02-10 00:00:00+00:00,24.52,24.7,24.080000000000002,24.46,24.38123046875,113862,0.0,0.0
-2022-02-11 00:00:00+00:00,24.5,24.72,24.1,24.42,24.341357421875,87108,0.0,0.0
-2022-02-14 00:00:00+00:00,24.42,24.42,23.34,23.98,23.9027783203125,79188,0.0,0.0
-2022-02-15 00:00:00+00:00,23.86,24.560000000000002,23.54,24.22,24.142004394531252,175846,0.0,0.0
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-2022-02-17 00:00:00+00:00,24.78,24.78,23.86,23.86,23.78316162109375,111791,0.0,0.0
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-2022-02-21 00:00:00+00:00,23.46,23.64919921875,22.82,23.080000000000002,23.005673828125,71820,0.0,0.0
-2022-02-22 00:00:00+00:00,24.18,24.18,22.54,23.38,23.30470703125,75721,0.0,0.0
-2022-02-23 00:00:00+00:00,23.78,24.04,23.02,23.02,22.945869140625,122317,0.0,0.0
-2022-02-24 00:00:00+00:00,23.3,23.3,21.96,22.52,22.44747802734375,241118,0.0,0.0
-2022-02-25 00:00:00+00:00,23.0,23.56,22.66,23.32,23.24490234375,147148,0.0,0.0
-2022-02-28 00:00:00+00:00,22.36,24.14,22.36,24.14,24.0622607421875,226698,0.0,0.0
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-2022-03-03 00:00:00+00:00,23.26,23.8,22.14,22.14,22.06870361328125,137377,0.0,0.0
-2022-03-04 00:00:00+00:00,22.3,22.92,20.740000000000002,20.740000000000002,20.6732080078125,173972,0.0,0.0
-2022-03-07 00:00:00+00:00,20.740000000000002,21.14,19.5,20.3,20.23462646484375,282380,0.0,0.0
-2022-03-08 00:00:00+00:00,20.3,20.82,19.52,19.52,19.457138671875,268763,0.0,0.0
-2022-03-09 00:00:00+00:00,20.0,21.02,19.73,21.02,20.9523095703125,624876,0.0,0.0
-2022-03-10 00:00:00+00:00,21.22,21.22,20.38,20.44,20.374176025390625,266261,0.0,0.0
-2022-03-11 00:00:00+00:00,20.66,21.52,20.46,20.900000000000002,20.8326953125,139879,0.0,0.0
-2022-03-14 00:00:00+00:00,21.5,21.88,21.1,21.580000000000002,21.51050537109375,87051,0.0,0.0
-2022-03-15 00:00:00+00:00,20.72,21.48,20.72,20.96,20.89250244140625,86783,0.0,0.0
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+2024-09-23 00:00:00+01:00,24.3,24.34,24.28,24.28,24.28,1165867.0,0.0,0.0
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+2024-10-24 00:00:00+01:00,,,,,,,0.0,0.0
+2024-10-25 00:00:00+01:00,,,,,,,0.0,0.0
+2024-10-28 00:00:00+00:00,,,,,,,0.0,0.0
+2024-10-29 00:00:00+00:00,,,,,,,0.0,0.0
+2024-10-30 00:00:00+00:00,,,,,,,0.0,0.0
+2024-10-31 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-01 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-04 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-05 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-06 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-07 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-08 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-11 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-12 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-13 00:00:00+00:00,,,,,,,0.0,0.0
+2024-11-14 00:00:00+00:00,,,,,,,0.0,0.0
diff --git a/tests/data/NVT-L-1d-bad-div-fixed.csv b/tests/data/NVT-L-1d-bad-div-fixed.csv
index 6af186ea..d3560ad0 100644
--- a/tests/data/NVT-L-1d-bad-div-fixed.csv
+++ b/tests/data/NVT-L-1d-bad-div-fixed.csv
@@ -1,391 +1,391 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gains,Repaired?
-2022-01-04 00:00:00+00:00,0.6875,0.6940000152587891,0.675,0.6875,0.5880703675715848,14877,0.0,0.0,0.0,True
-2022-01-05 00:00:00+00:00,0.6875,0.6751000213623047,0.675,0.6875,0.5880703675715848,15180,0.0,0.0,0.0,True
-2022-01-06 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-07 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-10 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-11 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-12 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-13 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-01-14 00:00:00+00:00,0.6875,0.6940000152587891,0.675,0.6875,0.5880703675715848,10268,0.0,0.0,0.0,True
-2022-01-17 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.5880703675715848,1004,0.0,0.0,0.0,True
-2022-01-18 00:00:00+00:00,0.6875,0.6940000152587891,0.675,0.6875,0.5880703675715848,15202,0.0,0.0,0.0,True
-2022-01-19 00:00:00+00:00,0.6875,0.675,0.67,0.6875,0.5880703675715848,26258,0.0,0.0,0.0,True
-2022-01-20 00:00:00+00:00,0.6875,0.675,0.675,0.6875,0.5880703675715848,11286,0.0,0.0,0.0,True
-2022-01-21 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.5880703675715848,653,0.0,0.0,0.0,True
-2022-01-24 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.5880703675715848,300,0.0,0.0,0.0,True
-2022-01-25 00:00:00+00:00,0.6875,0.67,0.67,0.6825,0.5837933928330346,18000,0.0,0.0,0.0,True
-2022-01-26 00:00:00+00:00,0.6825,0.6940000152587891,0.6940000152587891,0.6825,0.5837933928330346,1560,0.0,0.0,0.0,True
-2022-01-27 00:00:00+00:00,0.6825,0.67,0.67,0.6825,0.5837933928330346,1000,0.0,0.0,0.0,True
-2022-01-28 00:00:00+00:00,0.6825,0.67,0.67,0.6825,0.5837933928330346,5588,0.0,0.0,0.0,True
-2022-01-31 00:00:00+00:00,0.6825,0.6825,0.6825,0.6825,0.5837933928330346,0,0.0,0.0,0.0,True
-2022-02-01 00:00:00+00:00,0.6825,0.66,0.65,0.66,0.564547577937833,30612,0.0,0.0,0.0,True
-2022-02-02 00:00:00+00:00,0.66,0.65,0.65,0.66,0.564547577937833,9000,0.0,0.0,0.0,True
-2022-02-03 00:00:00+00:00,0.67,0.68,0.67,0.6775,0.5795166024261857,19301,0.0,0.0,0.0,True
-2022-02-04 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.5795166024261857,29455,0.0,0.0,0.0,True
-2022-02-07 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.5795166024261857,3125,0.0,0.0,0.0,True
-2022-02-08 00:00:00+00:00,0.6775,0.685,0.67,0.6775,0.5795166024261857,15202,0.0,0.0,0.0,True
-2022-02-09 00:00:00+00:00,0.6775,0.6775,0.6775,0.6775,0.5795166024261857,0,0.0,0.0,0.0,True
-2022-02-10 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.5795166024261857,3506,0.0,0.0,0.0,True
-2022-02-11 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-02-14 00:00:00+00:00,0.6875,0.68,0.68,0.6875,0.5880703675715848,2461,0.0,0.0,0.0,True
-2022-02-15 00:00:00+00:00,0.6875,0.68,0.68,0.6875,0.5880703675715848,19756,0.0,0.0,0.0,True
-2022-02-16 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-02-17 00:00:00+00:00,0.6875,0.6825,0.6825,0.6875,0.5880703675715848,7275,0.0,0.0,0.0,True
-2022-02-18 00:00:00+00:00,0.6875,0.68,0.675,0.6875,0.5880703675715848,45627,0.0,0.0,0.0,True
-2022-02-21 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-02-22 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-02-23 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-02-24 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.5880703675715848,14323,0.0,0.0,0.0,True
-2022-02-25 00:00:00+00:00,0.6875,0.6827999877929688,0.6827999877929688,0.6875,0.5880703675715848,28473,0.0,0.0,0.0,True
-2022-02-28 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-01 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-02 00:00:00+00:00,0.6875,0.6825,0.6825,0.6875,0.5880703675715848,1559,0.0,0.0,0.0,True
-2022-03-03 00:00:00+00:00,0.6875,0.67,0.67,0.6875,0.5880703675715848,1524,0.0,0.0,0.0,True
-2022-03-04 00:00:00+00:00,0.6875,0.6809999847412109,0.6809999847412109,0.6875,0.5880703675715848,718,0.0,0.0,0.0,True
-2022-03-07 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-08 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-09 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-10 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-11 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-14 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-15 00:00:00+00:00,0.6875,0.68,0.65,0.6875,0.5880703675715848,1430,0.0,0.0,0.0,True
-2022-03-16 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-17 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.5880703675715848,0,0.0,0.0,0.0,True
-2022-03-18 00:00:00+00:00,0.665,0.655,0.655,0.66,0.564547577937833,2500,0.0,0.0,0.0,True
-2022-03-21 00:00:00+00:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-03-22 00:00:00+00:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-03-23 00:00:00+00:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-03-24 00:00:00+00:00,0.66,0.65,0.65,0.66,0.564547577937833,24314,0.0,0.0,0.0,True
-2022-03-25 00:00:00+00:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-03-28 00:00:00+01:00,0.66,0.6552999877929687,0.6552999877929687,0.66,0.564547577937833,16749,0.0,0.0,0.0,True
-2022-03-29 00:00:00+01:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-03-30 00:00:00+01:00,0.66,0.665,0.65,0.66,0.564547577937833,38438,0.0,0.0,0.0,True
-2022-03-31 00:00:00+01:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-04-01 00:00:00+01:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
-2022-04-04 00:00:00+01:00,0.66,0.66,0.66,0.66,0.564547577937833,0,0.0,0.0,0.0,True
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@@ -396,7 +396,7 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
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@@ -684,3 +684,43 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
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+2024-10-23 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-10-24 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-10-25 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-10-28 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-10-29 00:00:00+00:00,0.555,0.5650000000000001,0.54,0.555,0.555,1056,0.0,0.0,0.0,False
+2024-10-30 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-10-31 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-11-01 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-11-04 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
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+2024-11-12 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-11-13 00:00:00+00:00,0.555,0.54,0.54,0.555,0.555,1180,0.0,0.0,0.0,False
+2024-11-14 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
+2024-11-15 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0,False
diff --git a/tests/data/NVT-L-1d-bad-div.csv b/tests/data/NVT-L-1d-bad-div.csv
index 64fc266a..71ad007d 100644
--- a/tests/data/NVT-L-1d-bad-div.csv
+++ b/tests/data/NVT-L-1d-bad-div.csv
@@ -14,19 +14,19 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2022-01-20 00:00:00+00:00,0.6875,0.675,0.675,0.6875,0.6084982681274415,11286,0.0,0.0,0.0
 2022-01-21 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.6084982681274415,653,0.0,0.0,0.0
 2022-01-24 00:00:00+00:00,0.6875,0.6940000152587891,0.6940000152587891,0.6875,0.6084982681274415,300,0.0,0.0,0.0
-2022-01-25 00:00:00+00:00,0.6875,0.67,0.67,0.6825,0.6040727233886719,18000,0.0,0.0,0.0
-2022-01-26 00:00:00+00:00,0.6825,0.6940000152587891,0.6940000152587891,0.6825,0.6040727233886719,1560,0.0,0.0,0.0
-2022-01-27 00:00:00+00:00,0.6825,0.67,0.67,0.6825,0.6040727233886719,1000,0.0,0.0,0.0
-2022-01-28 00:00:00+00:00,0.6825,0.67,0.67,0.6825,0.6040727233886719,5588,0.0,0.0,0.0
-2022-01-31 00:00:00+00:00,0.6825,0.6825,0.6825,0.6825,0.6040727233886719,0,0.0,0.0,0.0
-2022-02-01 00:00:00+00:00,0.6825,0.66,0.65,0.66,0.5841583633422852,30612,0.0,0.0,0.0
-2022-02-02 00:00:00+00:00,0.66,0.65,0.65,0.66,0.5841583633422852,9000,0.0,0.0,0.0
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+2022-02-03 00:00:00+00:00,0.67,0.68,0.67,0.6775,0.599647445678711,19301,0.0,0.0,0.0
+2022-02-04 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.599647445678711,29455,0.0,0.0,0.0
+2022-02-07 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.599647445678711,3125,0.0,0.0,0.0
+2022-02-08 00:00:00+00:00,0.6775,0.685,0.67,0.6775,0.599647445678711,15202,0.0,0.0,0.0
+2022-02-09 00:00:00+00:00,0.6775,0.6775,0.6775,0.6775,0.599647445678711,0,0.0,0.0,0.0
+2022-02-10 00:00:00+00:00,0.6775,0.67,0.67,0.6775,0.599647445678711,3506,0.0,0.0,0.0
 2022-02-11 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.6084982681274415,0,0.0,0.0,0.0
 2022-02-14 00:00:00+00:00,0.6875,0.68,0.68,0.6875,0.6084982681274415,2461,0.0,0.0,0.0
 2022-02-15 00:00:00+00:00,0.6875,0.68,0.68,0.6875,0.6084982681274415,19756,0.0,0.0,0.0
@@ -52,148 +52,148 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2022-03-15 00:00:00+00:00,0.6875,0.68,0.65,0.6875,0.6084982681274415,1430,0.0,0.0,0.0
 2022-03-16 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.6084982681274415,0,0.0,0.0,0.0
 2022-03-17 00:00:00+00:00,0.6875,0.6875,0.6875,0.6875,0.6084982681274415,0,0.0,0.0,0.0
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@@ -234,91 +234,91 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
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+2023-04-12 00:00:00+01:00,0.5750000000000001,0.535,0.535,0.5725,0.5411636734008789,12000,0.0,0.0,0.0
 2023-04-13 00:00:00+01:00,0.5725,0.56,0.56,0.5700000000000001,0.5388005065917969,1459,0.0,0.0,0.0
 2023-04-14 00:00:00+01:00,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5388005065917969,7500,0.0,0.0,0.0
 2023-04-17 00:00:00+01:00,0.5700000000000001,0.569900016784668,0.569900016784668,0.5700000000000001,0.5388005065917969,5227,0.0,0.0,0.0
@@ -362,9 +362,9 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2023-06-13 00:00:00+01:00,0.5650000000000001,0.54,0.54,0.5650000000000001,0.5340741729736328,4006,0.0,0.0,0.0
 2023-06-14 00:00:00+01:00,0.5650000000000001,0.5608000183105469,0.54,0.5650000000000001,0.5340741729736328,3597,0.0,0.0,0.0
 2023-06-15 00:00:00+01:00,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.5340741729736328,0,0.0,0.0,0.0
-2023-06-16 00:00:00+01:00,0.5825,0.585,0.585,0.5975,0.5647952270507812,1000,0.0,0.0,0.0
-2023-06-19 00:00:00+01:00,0.5975,0.585,0.585,0.5975,0.5647952270507812,12038,0.0,0.0,0.0
-2023-06-20 00:00:00+01:00,0.5975,0.5975,0.5975,0.5975,0.5647952270507812,0,0.0,0.0,0.0
+2023-06-16 00:00:00+01:00,0.5825,0.585,0.585,0.5975,0.5647952651977539,1000,0.0,0.0,0.0
+2023-06-19 00:00:00+01:00,0.5975,0.585,0.585,0.5975,0.5647952651977539,12038,0.0,0.0,0.0
+2023-06-20 00:00:00+01:00,0.5975,0.5975,0.5975,0.5975,0.5647952651977539,0,0.0,0.0,0.0
 2023-06-21 00:00:00+01:00,0.6,0.6,0.6,0.6,0.5671584320068359,0,0.0,0.0,0.0
 2023-06-22 00:00:00+01:00,0.6,0.6,0.6,0.6,0.5671584320068359,0,0.0,0.0,0.0
 2023-06-23 00:00:00+01:00,0.6,0.585,0.585,0.6,0.5671584320068359,6482,0.0,0.0,0.0
@@ -376,16 +376,16 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2023-07-03 00:00:00+01:00,0.6,0.6,0.6,0.6,0.5671584320068359,0,0.0,0.0,0.0
 2023-07-04 00:00:00+01:00,0.6,0.6054000091552735,0.6054000091552735,0.6,0.5671584320068359,6557,0.0,0.0,0.0
 2023-07-05 00:00:00+01:00,0.6,0.6,0.6,0.6,0.5671584320068359,0,0.0,0.0,0.0
-2023-07-06 00:00:00+01:00,0.6,0.585,0.5802999877929688,0.595,0.5624320983886719,7299,0.0,0.0,0.0
-2023-07-07 00:00:00+01:00,0.595,0.5802999877929688,0.5802999877929688,0.595,0.5624320983886719,13000,0.0,0.0,0.0
-2023-07-10 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624320983886719,0,0.0,0.0,0.0
-2023-07-11 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624320983886719,0,0.0,0.0,0.0
-2023-07-12 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624320983886719,0,0.0,0.0,0.0
-2023-07-13 00:00:00+01:00,0.595,0.6025,0.585,0.595,0.5624320983886719,372468,0.0,0.0,0.0
-2023-07-14 00:00:00+01:00,0.595,0.5700000000000001,0.5700000000000001,0.595,0.5624320983886719,1919,0.0,0.0,0.0
-2023-07-17 00:00:00+01:00,0.595,0.6025,0.6025,0.595,0.5624320983886719,3400,0.0,0.0,0.0
-2023-07-18 00:00:00+01:00,0.595,0.5650000000000001,0.5650000000000001,0.59,0.5577057647705078,14146,0.0,0.0,0.0
-2023-07-19 00:00:00+01:00,0.59,0.5970000076293945,0.5970000076293945,0.59,0.5577057647705078,1000,0.0,0.0,0.0
+2023-07-06 00:00:00+01:00,0.6,0.585,0.5802999877929688,0.595,0.5624321365356445,7299,0.0,0.0,0.0
+2023-07-07 00:00:00+01:00,0.595,0.5802999877929688,0.5802999877929688,0.595,0.5624321365356445,13000,0.0,0.0,0.0
+2023-07-10 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624321365356445,0,0.0,0.0,0.0
+2023-07-11 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624321365356445,0,0.0,0.0,0.0
+2023-07-12 00:00:00+01:00,0.595,0.595,0.595,0.595,0.5624321365356445,0,0.0,0.0,0.0
+2023-07-13 00:00:00+01:00,0.595,0.6025,0.585,0.595,0.5624321365356445,372468,0.0,0.0,0.0
+2023-07-14 00:00:00+01:00,0.595,0.5700000000000001,0.5700000000000001,0.595,0.5624321365356445,1919,0.0,0.0,0.0
+2023-07-17 00:00:00+01:00,0.595,0.6025,0.6025,0.595,0.5624321365356445,3400,0.0,0.0,0.0
+2023-07-18 00:00:00+01:00,0.595,0.5650000000000001,0.5650000000000001,0.59,0.5577058029174805,14146,0.0,0.0,0.0
+2023-07-19 00:00:00+01:00,0.59,0.5970000076293945,0.5970000076293945,0.59,0.5577058029174805,1000,0.0,0.0,0.0
 2023-07-20 00:00:00+01:00,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5389831924438476,0,0.0002,0.0,0.0
 2023-07-21 00:00:00+01:00,0.5700000000000001,0.5770000076293945,0.5770000076293945,0.5700000000000001,0.5389831924438476,344,0.0,0.0,0.0
 2023-07-24 00:00:00+01:00,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5700000000000001,0.5389831924438476,0,0.0,0.0,0.0
@@ -396,7 +396,7 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2023-07-31 00:00:00+01:00,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.534255256652832,0,0.0,0.0,0.0
 2023-08-01 00:00:00+01:00,0.5650000000000001,0.5720000076293945,0.5720000076293945,0.5650000000000001,0.534255256652832,600,0.0,0.0,0.0
 2023-08-02 00:00:00+01:00,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.534255256652832,0,0.0,0.0,0.0
-2023-08-03 00:00:00+01:00,0.5650000000000001,0.54,0.54,0.54,0.5106156539916993,1731,0.0,0.0,0.0
+2023-08-03 00:00:00+01:00,0.5650000000000001,0.54,0.54,0.54,0.5106156921386719,1731,0.0,0.0,0.0
 2023-08-04 00:00:00+01:00,0.5650000000000001,0.54,0.54,0.5650000000000001,0.534255256652832,1800,0.0,0.0,0.0
 2023-08-07 00:00:00+01:00,0.5650000000000001,0.5720000076293945,0.5720000076293945,0.5650000000000001,0.534255256652832,8612,0.0,0.0,0.0
 2023-08-08 00:00:00+01:00,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.5650000000000001,0.534255256652832,0,0.0,0.0,0.0
@@ -684,3 +684,43 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Capital Gai
 2024-09-18 00:00:00+01:00,0.555,0.54,0.54,0.555,0.555,9547,0.0,0.0,0.0
 2024-09-19 00:00:00+01:00,0.555,0.54,0.54,0.555,0.555,10580,0.0,0.0,0.0
 2024-09-20 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-09-23 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-09-24 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-09-25 00:00:00+01:00,0.555,0.545099983215332,0.545099983215332,0.555,0.555,223787,0.0,0.0,0.0
+2024-09-26 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-09-27 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-09-30 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-01 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-02 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-03 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-04 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-07 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-08 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-09 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-10 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-11 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-14 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-15 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-16 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-17 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-18 00:00:00+01:00,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0.005550000071525574,0,0.0,0.0,0.0
+2024-10-21 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-22 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-23 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-24 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-25 00:00:00+01:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-28 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-29 00:00:00+00:00,0.555,0.5650000000000001,0.54,0.555,0.555,1056,0.0,0.0,0.0
+2024-10-30 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-10-31 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-01 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-04 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-05 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-06 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-07 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-08 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-11 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-12 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-13 00:00:00+00:00,0.555,0.54,0.54,0.555,0.555,1180,0.0,0.0,0.0
+2024-11-14 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
+2024-11-15 00:00:00+00:00,0.555,0.555,0.555,0.555,0.555,0,0.0,0.0,0.0
diff --git a/tests/data/SCR-TO-1d-bad-div-fixed.csv b/tests/data/SCR-TO-1d-bad-div-fixed.csv
index ca77be86..532a13a3 100644
--- a/tests/data/SCR-TO-1d-bad-div-fixed.csv
+++ b/tests/data/SCR-TO-1d-bad-div-fixed.csv
@@ -1,430 +1,430 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
-2022-01-04 00:00:00-05:00,3.8299999237060547,4.269999980926514,3.8299999237060547,4.0,3.345614570852039,559600,0.0,0.0,True
-2022-01-05 00:00:00-05:00,4.050000190734863,4.199999809265137,4.039999961853027,4.050000190734863,3.3874347352650283,467700,0.0,0.0,True
-2022-01-06 00:00:00-05:00,4.150000095367432,4.179999828338623,4.050000190734863,4.090000152587891,3.420891221248649,393300,0.0,0.0,True
-2022-01-07 00:00:00-05:00,4.130000114440918,4.230000019073486,4.070000171661377,4.159999847412109,3.4794390969736035,860600,0.0,0.0,True
-2022-01-10 00:00:00-05:00,4.199999809265137,4.199999809265137,4.119999885559082,4.199999809265137,3.5128952285039943,281900,0.0,0.0,True
-2022-01-11 00:00:00-05:00,4.199999809265137,4.460000038146973,4.159999847412109,4.420000076293945,3.6969039519211453,695900,0.0,0.0,True
-2022-01-12 00:00:00-05:00,4.449999809265137,4.639999866485596,4.449999809265137,4.579999923706055,3.8307288324959408,452500,0.0,0.0,True
-2022-01-13 00:00:00-05:00,4.590000152587891,4.639999866485596,4.420000076293945,4.46999979019165,3.738724470787365,373700,0.0,0.0,True
-2022-01-14 00:00:00-05:00,4.480000019073486,4.590000152587891,4.429999828338623,4.559999942779541,3.8140007667307456,339600,0.0,0.0,True
-2022-01-17 00:00:00-05:00,4.570000171661377,4.760000228881836,4.519999980926514,4.679999828338623,3.9143691613219187,317900,0.0,0.0,True
-2022-01-18 00:00:00-05:00,4.75,4.78000020980835,4.650000095367432,4.659999847412109,3.897641095556723,317400,0.0,0.0,True
-2022-01-19 00:00:00-05:00,4.71999979019165,4.730000019073486,4.489999771118164,4.519999980926514,3.7805446352003544,642600,0.0,0.0,True
-2022-01-20 00:00:00-05:00,4.400000095367432,4.639999866485596,4.320000171661377,4.539999961853027,3.7972723465123184,780900,0.0,0.0,True
-2022-01-21 00:00:00-05:00,4.460000038146973,4.579999923706055,4.369999885559082,4.420000076293945,3.6969039519211453,426200,0.0,0.0,True
-2022-01-24 00:00:00-05:00,4.309999942779541,4.400000095367432,4.070000171661377,4.380000114440918,3.6634481748439853,391900,0.0,0.0,True
-2022-01-25 00:00:00-05:00,4.400000095367432,4.639999866485596,4.309999942779541,4.579999923706055,3.8307288324959408,461500,0.0,0.0,True
-2022-01-26 00:00:00-05:00,4.699999809265137,4.75,4.550000190734863,4.570000171661377,3.822364799613343,229400,0.0,0.0,True
-2022-01-27 00:00:00-05:00,4.590000152587891,4.699999809265137,4.429999828338623,4.480000019073486,3.7470885036699637,1782700,0.0,0.0,True
-2022-01-28 00:00:00-05:00,4.539999961853027,4.699999809265137,4.53000020980835,4.690000057220459,3.9227335486577473,340300,0.0,0.0,True
-2022-01-31 00:00:00-05:00,4.670000076293945,4.960000038146973,4.670000076293945,4.889999866485596,4.090013851856472,341600,0.0,0.0,True
-2022-02-01 00:00:00-05:00,4.900000095367432,4.900000095367432,4.75,4.809999942779541,4.02310158879569,245000,0.0,0.0,True
-2022-02-02 00:00:00-05:00,4.789999961853027,4.880000114440918,4.659999847412109,4.75,3.9729177459533345,335900,0.0,0.0,True
-2022-02-03 00:00:00-05:00,4.71999979019165,4.800000190734863,4.579999923706055,4.730000019073486,3.956189325734908,567100,0.0,0.0,True
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@@ -687,3 +687,37 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
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 2024-09-27 00:00:00-04:00,26.989999771118164,26.989999771118164,26.25,26.579999923706055,26.579999923706055,20600,0.0,0.0,False
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+2024-10-01 00:00:00-04:00,26.969999313354492,27.690000534057617,26.93000030517578,27.3799991607666,27.3799991607666,42600,0.0,0.0,False
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+2024-11-15 00:00:00-05:00,32.16999816894531,33.119998931884766,32.0,32.209999084472656,32.209999084472656,51300,0.0,0.0,False
diff --git a/tests/data/SCR-TO-1d-bad-div.csv b/tests/data/SCR-TO-1d-bad-div.csv
index 211d1fcc..80869fb3 100644
--- a/tests/data/SCR-TO-1d-bad-div.csv
+++ b/tests/data/SCR-TO-1d-bad-div.csv
@@ -1,128 +1,128 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
 2022-01-04 00:00:00-05:00,3.8299999237060547,4.269999980926514,3.8299999237060547,4.0,2.2503862380981445,559600,0.0,0.0
 2022-01-05 00:00:00-05:00,4.050000190734863,4.199999809265137,4.039999961853027,4.050000190734863,2.2785160541534424,467700,0.0,0.0
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 2022-01-10 00:00:00-05:00,4.199999809265137,4.199999809265137,4.119999885559082,4.199999809265137,2.362905502319336,281900,0.0,0.0
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 2022-01-24 00:00:00-05:00,4.309999942779541,4.400000095367432,4.070000171661377,4.380000114440918,2.4641730785369873,391900,0.0,0.0
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 2022-01-26 00:00:00-05:00,4.699999809265137,4.75,4.550000190734863,4.570000171661377,2.571066379547119,229400,0.0,0.0
 2022-01-27 00:00:00-05:00,4.590000152587891,4.699999809265137,4.429999828338623,4.480000019073486,2.520432710647583,1782700,0.0,0.0
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 2022-02-04 00:00:00-05:00,4.760000228881836,4.980000019073486,4.760000228881836,4.880000114440918,2.745471239089966,728600,0.0,0.0
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 2022-02-08 00:00:00-05:00,4.650000095367432,4.650000095367432,4.360000133514404,4.460000038146973,2.509180784225464,520500,0.0,0.0
 2022-02-09 00:00:00-05:00,4.46999979019165,4.619999885559082,4.449999809265137,4.550000190734863,2.559814453125,225400,0.0,0.0
 2022-02-10 00:00:00-05:00,4.519999980926514,4.610000133514404,4.449999809265137,4.510000228881836,2.537310838699341,225300,0.0,0.0
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 2022-02-14 00:00:00-05:00,4.5,4.550000190734863,4.400000095367432,4.510000228881836,2.537310838699341,507600,0.0,0.0
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 2022-02-17 00:00:00-05:00,4.599999904632568,4.659999847412109,4.519999980926514,4.570000171661377,2.571066379547119,309900,0.0,0.0
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 2022-02-22 00:00:00-05:00,4.460000038146973,4.599999904632568,4.429999828338623,4.53000020980835,2.548562526702881,1063700,0.0,0.0
 2022-02-23 00:00:00-05:00,4.590000152587891,4.739999771118164,4.559999942779541,4.679999828338623,2.6329519748687744,256600,0.0,0.0
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 2022-02-28 00:00:00-05:00,4.880000114440918,5.099999904632568,4.869999885559082,5.079999923706055,2.8579905033111572,543200,0.0,0.0
 2022-03-01 00:00:00-05:00,5.159999847412109,5.28000020980835,5.03000020980835,5.179999828338623,2.914250135421753,481700,0.0,0.0
 2022-03-02 00:00:00-05:00,5.239999771118164,5.309999942779541,5.079999923706055,5.179999828338623,2.914250135421753,232200,0.0,0.0
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 2022-03-09 00:00:00-05:00,5.300000190734863,5.639999866485596,5.199999809265137,5.21999979019165,2.936753749847412,796500,0.0,0.0
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 2022-06-28 00:00:00-04:00,4.199999809265137,4.400000095367432,4.179999828338623,4.309999942779541,2.424791097640991,998100,0.0,0.0
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 2022-06-30 00:00:00-04:00,4.0,4.110000133514404,3.8499999046325684,3.9800000190734863,2.2391343116760254,788400,0.0,0.0
 2022-07-04 00:00:00-04:00,4.019999980926514,4.050000190734863,3.890000104904175,4.03000020980835,2.2672643661499023,501500,0.0,0.0
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@@ -130,57 +130,57 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
 2022-07-07 00:00:00-04:00,3.640000104904175,3.7899999618530273,3.640000104904175,3.7300000190734863,2.098485231399536,537500,0.0,0.0
 2022-07-08 00:00:00-04:00,3.75,3.880000114440918,3.640000104904175,3.799999952316284,2.137866973876953,380000,0.0,0.0
 2022-07-11 00:00:00-04:00,3.740000009536743,3.890000104904175,3.640000104904175,3.8299999237060547,2.154744863510132,1113200,0.0,0.0
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 2022-07-13 00:00:00-04:00,3.4600000381469727,3.5799999237060547,3.440000057220459,3.509999990463257,1.974713921546936,537100,0.0,0.0
 2022-07-14 00:00:00-04:00,3.380000114440918,3.4600000381469727,3.259999990463257,3.440000057220459,1.9353322982788086,877700,0.0,0.0
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 2022-07-18 00:00:00-04:00,3.5799999237060547,3.809999942779541,3.559999942779541,3.7699999809265137,2.1209890842437744,1215000,0.0,0.0
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 2022-07-20 00:00:00-04:00,3.819999933242798,3.890000104904175,3.7300000190734863,3.859999895095825,2.1716225147247314,397100,0.0,0.0
 2022-07-21 00:00:00-04:00,3.740000009536743,3.799999952316284,3.619999885559082,3.7100000381469727,2.087233304977417,481600,0.0,0.0
 2022-07-22 00:00:00-04:00,3.740000009536743,3.7899999618530273,3.630000114440918,3.630000114440918,2.0422255992889404,547400,0.0,0.0
 2022-07-25 00:00:00-04:00,3.6500000953674316,3.890000104904175,3.609999895095825,3.8399999141693115,2.1603708267211914,617400,0.0,0.0
 2022-07-26 00:00:00-04:00,3.9000000953674316,3.9800000190734863,3.7899999618530273,3.869999885559082,2.17724871635437,538400,0.0,0.0
 2022-07-27 00:00:00-04:00,3.8499999046325684,4.03000020980835,3.8499999046325684,4.0,2.2503862380981445,607300,0.0,0.0
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 2022-08-04 00:00:00-04:00,3.859999895095825,3.880000114440918,3.680000066757202,3.680000066757202,2.0703554153442383,809500,0.0,0.0
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 2022-08-08 00:00:00-04:00,3.799999952316284,3.940000057220459,3.759999990463257,3.940000057220459,2.216630458831787,429300,0.0,0.0
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 2022-08-10 00:00:00-04:00,4.039999961853027,4.039999961853027,3.9000000953674316,3.990000009536743,2.244760513305664,848100,0.0,0.0
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 2022-08-12 00:00:00-04:00,4.150000095367432,4.420000076293945,4.110000133514404,4.300000190734863,2.4191653728485107,1629200,0.0,0.0
 2022-08-15 00:00:00-04:00,4.110000133514404,4.369999885559082,4.03000020980835,4.300000190734863,2.4191653728485107,712300,0.0,0.0
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 2022-08-18 00:00:00-04:00,4.349999904632568,4.639999866485596,4.349999904632568,4.550000190734863,2.559814453125,1213700,0.0,0.0
 2022-08-19 00:00:00-04:00,4.610000133514404,4.650000095367432,4.489999771118164,4.5,2.531684637069702,348900,0.0,0.0
 2022-08-22 00:00:00-04:00,4.460000038146973,4.519999980926514,4.349999904632568,4.510000228881836,2.537310838699341,589300,0.0,0.0
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 2022-08-26 00:00:00-04:00,5.059999942779541,5.170000076293945,5.010000228881836,5.010000228881836,2.8186089992523193,342300,0.0,0.0
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 2022-08-30 00:00:00-04:00,5.070000171661377,5.070000171661377,4.900000095367432,4.940000057220459,2.7792270183563232,335300,0.0,0.0
 2022-08-31 00:00:00-04:00,4.849999904632568,5.050000190734863,4.78000020980835,4.880000114440918,2.745471239089966,517200,0.0,0.0
 2022-09-01 00:00:00-04:00,4.880000114440918,4.880000114440918,4.570000171661377,4.619999885559082,2.599195957183838,587000,0.0,0.0
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 2022-09-09 00:00:00-04:00,4.559999942779541,4.809999942779541,4.559999942779541,4.78000020980835,2.689211845397949,513000,0.0,0.0
 2022-09-12 00:00:00-04:00,4.789999961853027,4.880000114440918,4.739999771118164,4.829999923706055,2.717341423034668,285000,0.0,0.0
 2022-09-13 00:00:00-04:00,4.800000190734863,4.849999904632568,4.71999979019165,4.760000228881836,2.67795991897583,225800,0.0,0.0
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 2022-09-19 00:00:00-04:00,4.5,4.659999847412109,4.389999866485596,4.639999866485596,2.610448122024536,537500,0.0,0.0
 2022-09-20 00:00:00-04:00,4.639999866485596,4.639999866485596,4.429999828338623,4.480000019073486,2.520432710647583,400900,0.0,0.0
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 2022-09-23 00:00:00-04:00,4.0,4.0,3.5999999046325684,3.700000047683716,2.0816073417663574,960400,0.0,0.0
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 2022-09-27 00:00:00-04:00,3.440000057220459,3.4700000286102295,3.3399999141693115,3.380000114440918,1.9015765190124512,931200,0.0,0.0
@@ -188,243 +188,243 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
 2022-09-29 00:00:00-04:00,3.5899999141693115,3.75,3.4800000190734863,3.740000009536743,2.1041111946105957,640300,0.0,0.0
 2022-09-30 00:00:00-04:00,3.6700000762939453,3.7699999809265137,3.569999933242798,3.700000047683716,2.0816073417663574,536300,0.0,0.0
 2022-10-03 00:00:00-04:00,3.809999942779541,3.940000057220459,3.7699999809265137,3.9000000953674316,2.194126844406128,656400,0.0,0.0
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 2022-10-06 00:00:00-04:00,4.139999866485596,4.409999847412109,4.139999866485596,4.380000114440918,2.4641730785369873,418100,0.0,0.0
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 2022-10-11 00:00:00-04:00,4.090000152587891,4.099999904632568,3.859999895095825,3.990000009536743,2.244760513305664,307800,0.0,0.0
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 2022-10-20 00:00:00-04:00,4.0,4.130000114440918,3.9600000381469727,3.990000009536743,2.244760513305664,453900,0.0,0.0
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 2022-10-24 00:00:00-04:00,3.9800000190734863,4.059999942779541,3.9100000858306885,4.0,2.2503862380981445,496100,0.0,0.0
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 2022-10-26 00:00:00-04:00,4.050000190734863,4.230000019073486,4.050000190734863,4.210000038146973,2.3685317039489746,877200,0.0,0.0
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 2022-11-01 00:00:00-04:00,4.230000019073486,4.25,4.139999866485596,4.179999828338623,2.351653575897217,319700,0.0,0.0
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 2022-11-04 00:00:00-04:00,4.360000133514404,4.590000152587891,4.340000152587891,4.550000190734863,2.559814453125,741800,0.0,0.0
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 2022-12-06 00:00:00-05:00,3.2899999618530273,3.3499999046325684,3.0799999237060547,3.0799999237060547,1.732797384262085,1268000,0.0,0.0
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 2022-12-09 00:00:00-05:00,3.0199999809265137,3.059999942779541,2.950000047683716,3.059999942779541,1.7215455770492554,779100,0.0,0.0
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 2022-12-14 00:00:00-05:00,3.0799999237060547,3.119999885559082,3.009999990463257,3.0999999046325684,1.744049310684204,508600,0.0,0.0
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 2023-01-04 00:00:00-05:00,2.7699999809265137,2.7799999713897705,2.680000066757202,2.7100000381469727,1.5246367454528809,735100,0.0,0.0
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 2023-01-09 00:00:00-05:00,2.859999895095825,2.950000047683716,2.819999933242798,2.880000114440918,1.620278239250183,491400,0.0,0.0
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 2023-01-12 00:00:00-05:00,2.9700000286102295,3.0799999237060547,2.950000047683716,3.0399999618530273,1.7102934122085571,900700,0.0,0.0
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 2023-05-26 00:00:00-04:00,2.4000000953674316,2.4700000286102295,2.369999885559082,2.4000000953674316,1.5923840999603271,150100,0.0,0.0
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-2023-08-25 00:00:00-04:00,2.1600000858306885,2.190000057220459,2.0,2.109999895095825,1.7119401693344116,706100,0.0,0.0
-2023-08-28 00:00:00-04:00,2.1500000953674316,2.190000057220459,2.130000114440918,2.1500000953674316,1.744394063949585,655500,0.0,0.0
+2023-08-17 00:00:00-04:00,2.259999990463257,2.309999942779541,2.25,2.309999942779541,1.8742092847824097,1188900,0.0,0.0
+2023-08-18 00:00:00-04:00,2.2699999809265137,2.390000104904175,2.240000009536743,2.359999895095825,1.9147766828536987,554900,0.0,0.0
+2023-08-21 00:00:00-04:00,2.380000114440918,2.4000000953674316,2.3299999237060547,2.3299999237060547,1.8904361724853516,211200,0.0,0.0
+2023-08-22 00:00:00-04:00,2.3499999046325684,2.369999885559082,2.25,2.2699999809265137,1.8417556285858154,336200,0.0,0.0
+2023-08-23 00:00:00-04:00,2.240000009536743,2.259999990463257,2.200000047683716,2.2200000286102295,1.8011882305145264,368100,0.0,0.0
+2023-08-24 00:00:00-04:00,2.2100000381469727,2.2100000381469727,2.130000114440918,2.1600000858306885,1.7525074481964111,270700,0.0,0.0
+2023-08-25 00:00:00-04:00,2.1600000858306885,2.190000057220459,2.0,2.109999895095825,1.711940050125122,706100,0.0,0.0
+2023-08-28 00:00:00-04:00,2.1500000953674316,2.190000057220459,2.130000114440918,2.1500000953674316,1.7443941831588745,655500,0.0,0.0
 2023-08-29 00:00:00-04:00,2.1600000858306885,2.200000047683716,2.1500000953674316,2.190000057220459,1.7768479585647583,245600,0.0,0.0
 2023-08-30 00:00:00-04:00,2.180000066757202,2.2200000286102295,2.1700000762939453,2.180000066757202,1.7687344551086426,211200,0.0,0.0
 2023-08-31 00:00:00-04:00,2.190000057220459,2.299999952316284,2.190000057220459,2.2799999713897705,1.8498690128326416,1133800,0.0,0.0
-2023-09-01 00:00:00-04:00,2.299999952316284,2.369999885559082,2.299999952316284,2.359999895095825,1.9147765636444092,761300,0.0,0.0
+2023-09-01 00:00:00-04:00,2.299999952316284,2.369999885559082,2.299999952316284,2.359999895095825,1.9147766828536987,761300,0.0,0.0
 2023-09-05 00:00:00-04:00,2.4200000762939453,2.4200000762939453,2.2699999809265137,2.390000104904175,1.939117193222046,1434000,0.0,0.0
 2023-09-06 00:00:00-04:00,2.380000114440918,2.4000000953674316,2.3299999237060547,2.4000000953674316,1.9472306966781616,352700,0.0,0.0
 2023-09-07 00:00:00-04:00,2.359999895095825,2.390000104904175,2.319999933242798,2.3499999046325684,1.906663179397583,501700,0.0,0.0
-2023-09-08 00:00:00-04:00,2.3499999046325684,2.359999895095825,2.3299999237060547,2.359999895095825,1.9147765636444092,405100,0.0,0.0
+2023-09-08 00:00:00-04:00,2.3499999046325684,2.359999895095825,2.3299999237060547,2.359999895095825,1.9147766828536987,405100,0.0,0.0
 2023-09-11 00:00:00-04:00,2.390000104904175,2.4200000762939453,2.3299999237060547,2.3499999046325684,1.906663179397583,740800,0.0,0.0
-2023-09-12 00:00:00-04:00,2.3499999046325684,2.440000057220459,2.3499999046325684,2.430000066757202,1.9715710878372192,696100,0.0,0.0
-2023-09-13 00:00:00-04:00,2.440000057220459,2.4600000381469727,2.4000000953674316,2.430000066757202,1.9715710878372192,328600,0.0,0.0
+2023-09-12 00:00:00-04:00,2.3499999046325684,2.440000057220459,2.3499999046325684,2.430000066757202,1.9715709686279297,696100,0.0,0.0
+2023-09-13 00:00:00-04:00,2.440000057220459,2.4600000381469727,2.4000000953674316,2.430000066757202,1.9715709686279297,328600,0.0,0.0
 2023-09-14 00:00:00-04:00,2.450000047683716,2.5199999809265137,2.430000066757202,2.5199999809265137,2.497917890548706,553500,0.441,0.0
 2023-09-15 00:00:00-04:00,2.5,2.640000104904175,2.4800000190734863,2.569999933242798,2.5474798679351807,770400,0.0,0.0
 2023-09-18 00:00:00-04:00,2.569999933242798,2.640000104904175,2.5299999713897705,2.559999942779541,2.537567377090454,753200,0.0,0.0
@@ -687,3 +687,37 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
 2024-09-25 00:00:00-04:00,27.8700008392334,27.8700008392334,27.0,27.489999771118164,27.489999771118164,30200,0.0,0.0
 2024-09-26 00:00:00-04:00,27.299999237060547,27.479999542236328,26.559999465942383,26.610000610351562,26.610000610351562,51800,0.0,0.0
 2024-09-27 00:00:00-04:00,26.989999771118164,26.989999771118164,26.25,26.579999923706055,26.579999923706055,20600,0.0,0.0
+2024-09-30 00:00:00-04:00,26.610000610351562,27.0,26.5,26.950000762939453,26.950000762939453,25200,0.0,0.0
+2024-10-01 00:00:00-04:00,26.969999313354492,27.690000534057617,26.93000030517578,27.3799991607666,27.3799991607666,42600,0.0,0.0
+2024-10-02 00:00:00-04:00,27.790000915527344,27.799999237060547,26.290000915527344,26.610000610351562,26.610000610351562,78000,0.0,0.0
+2024-10-03 00:00:00-04:00,26.84000015258789,28.489999771118164,26.84000015258789,28.15999984741211,28.15999984741211,84200,0.0,0.0
+2024-10-04 00:00:00-04:00,28.190000534057617,28.549999237060547,27.790000915527344,28.049999237060547,28.049999237060547,65200,0.0,0.0
+2024-10-07 00:00:00-04:00,28.079999923706055,29.15999984741211,27.760000228881836,28.010000228881836,28.010000228881836,44900,0.0,0.0
+2024-10-08 00:00:00-04:00,27.989999771118164,28.110000610351562,26.850000381469727,27.709999084472656,27.709999084472656,26300,0.0,0.0
+2024-10-09 00:00:00-04:00,27.030000686645508,28.360000610351562,27.030000686645508,28.360000610351562,28.360000610351562,23000,0.0,0.0
+2024-10-10 00:00:00-04:00,28.020000457763672,28.799999237060547,27.969999313354492,28.360000610351562,28.360000610351562,24300,0.0,0.0
+2024-10-11 00:00:00-04:00,28.780000686645508,28.780000686645508,28.06999969482422,28.520000457763672,28.520000457763672,12100,0.0,0.0
+2024-10-15 00:00:00-04:00,28.350000381469727,28.350000381469727,26.540000915527344,26.690000534057617,26.690000534057617,77300,0.0,0.0
+2024-10-16 00:00:00-04:00,26.81999969482422,27.110000610351562,26.700000762939453,26.8700008392334,26.8700008392334,12500,0.0,0.0
+2024-10-17 00:00:00-04:00,26.81999969482422,27.18000030517578,26.770000457763672,27.149999618530273,27.149999618530273,21700,0.0,0.0
+2024-10-18 00:00:00-04:00,27.0,27.09000015258789,26.799999237060547,27.040000915527344,27.040000915527344,24400,0.0,0.0
+2024-10-21 00:00:00-04:00,27.059999465942383,27.739999771118164,27.0,27.739999771118164,27.739999771118164,32400,0.0,0.0
+2024-10-22 00:00:00-04:00,27.8799991607666,28.350000381469727,27.639999389648438,28.290000915527344,28.290000915527344,23900,0.0,0.0
+2024-10-23 00:00:00-04:00,28.1200008392334,28.1200008392334,27.450000762939453,27.81999969482422,27.81999969482422,7200,0.0,0.0
+2024-10-24 00:00:00-04:00,27.719999313354492,27.979999542236328,27.469999313354492,27.979999542236328,27.979999542236328,9100,0.0,0.0
+2024-10-25 00:00:00-04:00,27.479999542236328,29.139999389648438,27.479999542236328,28.8799991607666,28.8799991607666,26900,0.0,0.0
+2024-10-28 00:00:00-04:00,27.950000762939453,28.06999969482422,27.299999237060547,27.739999771118164,27.739999771118164,75500,0.0,0.0
+2024-10-29 00:00:00-04:00,27.479999542236328,27.899999618530273,27.3799991607666,27.6299991607666,27.6299991607666,23100,0.0,0.0
+2024-10-30 00:00:00-04:00,27.290000915527344,28.06999969482422,27.290000915527344,28.06999969482422,28.06999969482422,11500,0.0,0.0
+2024-10-31 00:00:00-04:00,27.75,27.809999465942383,27.190000534057617,27.520000457763672,27.520000457763672,14500,0.0,0.0
+2024-11-01 00:00:00-04:00,27.75,28.229999542236328,27.079999923706055,27.219999313354492,27.219999313354492,20300,0.0,0.0
+2024-11-04 00:00:00-05:00,27.81999969482422,28.510000228881836,27.59000015258789,28.219999313354492,28.219999313354492,21300,0.0,0.0
+2024-11-05 00:00:00-05:00,28.440000534057617,28.440000534057617,28.09000015258789,28.290000915527344,28.290000915527344,7100,0.0,0.0
+2024-11-06 00:00:00-05:00,27.329999923706055,28.479999542236328,27.329999923706055,28.15999984741211,28.15999984741211,35200,0.0,0.0
+2024-11-07 00:00:00-05:00,27.65999984741211,29.34000015258789,27.65999984741211,29.25,29.25,25200,0.0,0.0
+2024-11-08 00:00:00-05:00,29.43000030517578,29.43000030517578,28.0,28.06999969482422,28.06999969482422,27000,0.0,0.0
+2024-11-11 00:00:00-05:00,27.940000534057617,29.190000534057617,27.940000534057617,28.969999313354492,28.969999313354492,20600,0.0,0.0
+2024-11-12 00:00:00-05:00,29.139999389648438,29.329999923706055,28.15999984741211,28.68000030517578,28.68000030517578,31900,0.0,0.0
+2024-11-13 00:00:00-05:00,28.489999771118164,28.719999313354492,28.030000686645508,28.690000534057617,28.690000534057617,54300,0.0,0.0
+2024-11-14 00:00:00-05:00,31.489999771118164,32.540000915527344,30.0,32.5,32.5,150800,0.0,0.0
+2024-11-15 00:00:00-05:00,32.16999816894531,33.119998931884766,32.0,32.209999084472656,32.209999084472656,51300,0.0,0.0
diff --git a/tests/data/SOLB-BR-1d-bad-div-fixed.csv b/tests/data/SOLB-BR-1d-bad-div-fixed.csv
index 70b51c24..1ec8b886 100644
--- a/tests/data/SOLB-BR-1d-bad-div-fixed.csv
+++ b/tests/data/SOLB-BR-1d-bad-div-fixed.csv
@@ -1,526 +1,526 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
-2022-01-03 00:00:00+01:00,20.400468826293945,20.80828094482422,20.400468826293945,20.629241943359375,12.511417295076441,559352,0.0,0.0,True
-2022-01-04 00:00:00+01:00,20.649133682250977,20.897798538208008,20.5098819732666,20.848066329956055,12.644130546760964,930594,0.0,0.0,True
-2022-01-05 00:00:00+01:00,20.897798538208008,21.126571655273438,20.838119506835938,21.126571655273438,12.813041465078337,572100,0.0,0.0,True
-2022-01-06 00:00:00+01:00,20.887853622436523,21.126571655273438,20.599401473999023,20.967424392700195,12.716519396668955,532086,0.0,0.0,True
-2022-01-07 00:00:00+01:00,21.007211685180664,21.186250686645508,20.867958068847656,21.126571655273438,12.813041465078337,698666,0.0,0.0,True
-2022-01-10 00:00:00+01:00,21.186250686645508,21.245929718017578,20.997264862060547,21.05694580078125,12.770813195219185,972438,0.0,0.0,True
-2022-01-11 00:00:00+01:00,21.226036071777344,21.514488220214844,21.226036071777344,21.37523651123047,12.96385517091871,894602,0.0,0.0,True
-2022-01-12 00:00:00+01:00,21.564220428466797,21.604007720947266,21.0469970703125,21.216089248657227,12.867332021949712,838352,0.0,0.0,True
-2022-01-13 00:00:00+01:00,20.897798538208008,21.14646339416504,20.897798538208008,21.14646339416504,13.800840442383679,514241,1.5,0.0,True
-2022-01-14 00:00:00+01:00,20.897798538208008,21.066890716552734,20.80828094482422,21.0271053314209,13.722942899544728,708327,0.0,0.0,True
-2022-01-17 00:00:00+01:00,21.106678009033203,21.633846282958984,21.0469970703125,21.554275512695312,14.066989840136957,947841,0.0,0.0,True
-2022-01-18 00:00:00+01:00,21.454809188842773,21.484647750854492,21.156410217285156,21.405075073242188,13.969617371308459,966355,0.0,0.0,True
-2022-01-19 00:00:00+01:00,21.37523651123047,21.822832107543945,21.295663833618164,21.78304672241211,14.216292923631807,1597827,0.0,0.0,True
-2022-01-20 00:00:00+01:00,21.802940368652344,22.111284255981445,21.544328689575195,21.981977462768555,14.34612108113711,1563328,0.0,0.0,True
-2022-01-21 00:00:00+01:00,21.74325942993164,21.94219207763672,21.415021896362305,21.65374183654785,14.131906620288653,1539782,0.0,0.0,True
-2022-01-24 00:00:00+01:00,21.484647750854492,21.58411407470703,20.887853622436523,20.997264862060547,13.703467973555181,1334240,0.0,0.0,True
-2022-01-25 00:00:00+01:00,21.156410217285156,21.186250686645508,20.877906799316406,20.917692184448242,13.651538439448448,1198631,0.0,0.0,True
-2022-01-26 00:00:00+01:00,20.997264862060547,21.72336769104004,20.997264862060547,21.415021896362305,13.976110454051131,913216,0.0,0.0,True
-2022-01-27 00:00:00+01:00,21.11662483215332,21.862619400024414,21.0469970703125,21.6437931060791,14.12541353754598,765306,0.0,0.0,True
-2022-01-28 00:00:00+01:00,21.554275512695312,21.65374183654785,21.126571655273438,21.484647750854492,14.021549066534426,1109097,0.0,0.0,True
-2022-01-31 00:00:00+01:00,21.6239013671875,21.65374183654785,21.066890716552734,21.186250686645508,13.826805209437046,999557,0.0,0.0,True
-2022-02-01 00:00:00+01:00,21.27577018737793,21.405075073242188,21.05694580078125,21.11662483215332,13.781365516394134,732572,0.0,0.0,True
-2022-02-02 00:00:00+01:00,21.52443504333496,22.021764755249023,21.454809188842773,21.753206253051758,14.19681799764226,1195479,0.0,0.0,True
-2022-02-03 00:00:00+01:00,21.773099899291992,21.892459869384766,21.6239013671875,21.773099899291992,14.209804163127604,906159,0.0,0.0,True
-2022-02-04 00:00:00+01:00,21.87256622314453,21.87256622314453,21.345396041870117,21.424968719482422,13.982599214555332,763864,0.0,0.0,True
-2022-02-07 00:00:00+01:00,21.574167251586914,21.574167251586914,21.265823364257812,21.415021896362305,13.976110454051131,382854,0.0,0.0,True
-2022-02-08 00:00:00+01:00,21.36528968811035,21.78304672241211,21.36528968811035,21.713420867919922,14.170854311148512,1006721,0.0,0.0,True
-2022-02-09 00:00:00+01:00,21.812885284423828,21.991924285888672,21.733312606811523,21.981977462768555,14.34612108113711,893571,0.0,0.0,True
-2022-02-10 00:00:00+01:00,22.021764755249023,22.210750579833984,21.962085723876953,22.041658401489258,14.385070933116202,851844,0.0,0.0,True
-2022-02-11 00:00:00+01:00,21.882511138916016,22.06155014038086,21.713420867919922,21.882511138916016,14.281208623223884,893486,0.0,0.0,True
-2022-02-14 00:00:00+01:00,21.514488220214844,21.514488220214844,20.818225860595703,21.14646339416504,13.800840442383679,1234728,0.0,0.0,True
-2022-02-15 00:00:00+01:00,21.007211685180664,21.713420867919922,20.967424392700195,21.673633575439453,14.14488738297591,687285,0.0,0.0,True
-2022-02-16 00:00:00+01:00,21.713420867919922,22.06155014038086,21.713420867919922,22.06155014038086,14.39805169580346,798177,0.0,0.0,True
-2022-02-17 00:00:00+01:00,22.021764755249023,22.081443786621094,21.763153076171875,21.832778930664062,14.248749692868227,684218,0.0,0.0,True
-2022-02-18 00:00:00+01:00,21.832778930664062,21.892459869384766,21.385181427001953,21.544328689575195,14.06049891851352,737030,0.0,0.0,True
-2022-02-21 00:00:00+01:00,21.673633575439453,21.68358039855957,20.92763900756836,21.126571655273438,13.787857518577187,677844,0.0,0.0,True
-2022-02-22 00:00:00+01:00,20.529775619506836,21.196197509765625,20.32089614868164,20.95747947692871,13.677503206501815,1273455,0.0,0.0,True
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@@ -675,4 +675,67 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits,Repaired?
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diff --git a/tests/data/SOLB-BR-1d-bad-div.csv b/tests/data/SOLB-BR-1d-bad-div.csv
index 4c1447ee..edc4a9b0 100644
--- a/tests/data/SOLB-BR-1d-bad-div.csv
+++ b/tests/data/SOLB-BR-1d-bad-div.csv
@@ -1,399 +1,399 @@
 Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
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 2022-01-04 00:00:00+01:00,20.649133682250977,20.897798538208008,20.5098819732666,20.848066329956055,11.15938663482666,930594,0.0,0.0
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 2022-01-07 00:00:00+01:00,21.007211685180664,21.186250686645508,20.867958068847656,21.126571655273438,11.308463096618652,698666,0.0,0.0
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@@ -402,123 +402,123 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
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+2024-01-11 00:00:00+01:00,26.389999389648438,26.559999465942383,25.889999389648438,26.0,23.801258087158203,631805,0.0,0.0
 2024-01-12 00:00:00+01:00,26.639999389648438,26.860000610351562,26.06999969482422,26.139999389648438,23.929418563842773,803481,0.0,0.0
 2024-01-15 00:00:00+01:00,25.059999465942383,25.329999923706055,25.0,25.299999237060547,24.690631866455078,726646,1.62,0.0
 2024-01-16 00:00:00+01:00,25.149999618530273,25.200000762939453,24.579999923706055,24.989999771118164,24.388099670410156,493029,0.0,0.0
@@ -675,4 +675,67 @@ Datetime,Open,High,Low,Close,Adj Close,Volume,Dividends,Stock Splits
 2024-08-19 00:00:00+02:00,31.030000686645508,31.299999237060547,30.670000076293945,31.030000686645508,31.030000686645508,180272,0.0,0.0
 2024-08-20 00:00:00+02:00,31.170000076293945,31.170000076293945,30.469999313354492,30.530000686645508,30.530000686645508,152575,0.0,0.0
 2024-08-21 00:00:00+02:00,30.530000686645508,31.020000457763672,30.530000686645508,30.969999313354492,30.969999313354492,128994,0.0,0.0
-2024-08-22 00:00:00+02:00,30.979999542236328,31.1299991607666,30.780000686645508,31.059999465942383,31.059999465942383,15067,0.0,0.0
+2024-08-22 00:00:00+02:00,30.979999542236328,31.3799991607666,30.780000686645508,31.229999542236328,31.229999542236328,87006,0.0,0.0
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+2024-08-26 00:00:00+02:00,31.149999618530273,31.459999084472656,30.829999923706055,31.030000686645508,31.030000686645508,72965,0.0,0.0
+2024-08-27 00:00:00+02:00,30.90999984741211,31.360000610351562,30.809999465942383,31.139999389648438,31.139999389648438,102326,0.0,0.0
+2024-08-28 00:00:00+02:00,31.139999389648438,31.190000534057617,30.540000915527344,30.93000030517578,30.93000030517578,133750,0.0,0.0
+2024-08-29 00:00:00+02:00,30.81999969482422,31.25,30.81999969482422,31.079999923706055,31.079999923706055,110738,0.0,0.0
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