diff --git a/20240721133048-pto.org b/20240721133048-pto.org
index 5b59536..15d14e8 100644
--- a/20240721133048-pto.org
+++ b/20240721133048-pto.org
@@ -30,7 +30,7 @@ on your years of service per the timeline below:
   left = datetime.date(2022, 7, 22)
   rehired = datetime.date(2023, 8, 18)
   adjusted_start = datetime.date(2018, 12, 1)
-  today = datetime.date(2024, 7, 21)
+  today = datetime.date(2024, 9, 25)
 
   return [
       ["Actual days employed", ((left - hired) + (today - rehired)).days],
@@ -39,14 +39,27 @@ on your years of service per the timeline below:
 #+end_src
 
 #+RESULTS:
-| Actual days employed   | 2071 |
-| Adjusted days employed | 2059 |
+| Actual days employed   | 2137 |
+| Adjusted days employed | 2125 |
 
 ** Full History
 
+
 #+name: paylocity-pto-history
 | Trans Date | Begin Date | Type | Trans Type        | Subtype               | Hours/Days   | Avail Hours/Days |
 |------------+------------+------+-------------------+-----------------------+--------------+------------------|
+| 09/20/2024 | 09/20/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 18.93 Hours      |
+| 09/06/2024 | 09/06/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 14.31 Hours      |
+| 09/06/2024 | 09/06/2024 | SAB  | Earned            | Ongoing               | 0.00 Hours   | 0.00 Hours       |
+| 09/06/2024 | 09/06/2024 | SAB  | Cleared           |                       | 0.00 Hours   | 0.00 Hours       |
+| 09/06/2024 | 09/06/2024 | PTO  | Cleared           |                       | 0.00 Hours   | 9.70 Hours       |
+| 08/23/2024 | 08/23/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 9.70 Hours       |
+| 08/23/2024 | 08/01/2024 | PTO  | Used              |                       | 4.00 Hours   | 13.08 Hours      |
+| 08/23/2024 | 08/02/2024 | PTO  | Used              |                       | 8.00 Hours   | 5.08 Hours       |
+| 08/23/2024 | 08/09/2024 | PTO  | Manual Adjustment | History               | 250.15 Hours | 17.08 Hours      |
+| 08/23/2024 | 08/09/2024 | PTO  | Manual Adjustment | Adjustment            | 238.15 Hours | 17.08 Hours      |
+| 08/09/2024 | 08/09/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 17.08 Hours      |
+| 07/26/2024 | 07/26/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 12.46 Hours      |
 | 07/12/2024 | 07/12/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 7.85 Hours       |
 | 07/12/2024 | 07/12/2024 | PTO  | Used              |                       | 8.00 Hours   | 3.23 Hours       |
 | 06/28/2024 | 06/28/2024 | PTO  | Earned            | Ongoing               | 4.62 Hours   | 11.23 Hours      |
@@ -186,7 +199,7 @@ the 0-3 year rate the entire time.
   pto = data[data["PTO Type"] == "PTO"]
   pto = pto[(pto["Trans Type"] =="Earned") | (pto["Trans Type"] == "Used")]
   pto = pto[pto["date"] > date(2022, 9, 1)]
-  pto = pto.pivot(index="date", columns="Trans Type", values="hours").fillna(0)
+  pto = pto.pivot_table(index="date", columns="Trans Type", values="hours", aggfunc="sum").fillna(0)
   pto["Expected Earned"] = pto["Earned"]
   pto.loc[pto.index == date(2023, 9, 8), "Expected Earned"] = 3.08 # (2.31 / 4.62) * 6.15
   pto.loc[pto.index > date(2023, 9, 8), "Expected Earned"] = 6.15
diff --git a/pto-aweber-2024-discrepency.png b/pto-aweber-2024-discrepency.png
index 587925d..34f3c6c 100644
Binary files a/pto-aweber-2024-discrepency.png and b/pto-aweber-2024-discrepency.png differ