excel records are counted now, chance is the real odds of the ticket

daily3.py

@@ -6,6 +6,10 @@ from collections import Counter
 
 
 def get_data():
+    # Old records from the excel sheets, wvlottery.com took these down but they go back to the early 90s on some games
+    df_old = pd.read_excel('./excel_lotto_records/daily3.xlsx')
+    salvaged = df_old[['Date', 'Numbers']]
+
     url = 'https://gateway.loyalty.wvlottery.com/services/jackpot/api/v1/jackpot-results?gameId=9&jackpotStatus=PAYABLE&size=500&sort=externalId,drawDate,desc&page='
     header = {
         "User-Agent": "Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/50.0.2661.75 Safari/537.36",
@@ -25,7 +29,7 @@ def get_data():
     dfs = [pd.DataFrame(web)]
     pd.set_option('display.max_rows', None)
     # Specifies no max rows, otherwise only shows 10 records
-    df = dfs[0]
+    df = pd.concat([dfs[0], salvaged], ignore_index=True)
     df2 = df[['Date', 'Numbers']]
     date = list(df2['Date']) 
     nums = list(df2['Numbers'].astype('str')) 
@@ -34,11 +38,14 @@ def get_data():
 date, nums = get_data()
 
 # Formatting 
+# Site numbers come split by – and the excel records by - so it splits on both
 hyphenfree = []
 for x in nums:
-    hyphenfree.append(x.replace('–',', ')) 
+    hyphenfree.append(x.replace('–',', ').replace('-',', ')) 
 splitlist = ", ".join(hyphenfree)
 sep = splitlist.split(", ")
+# Only keep actual digits, gets rid of any blanks from the excel records
+sep = [x for x in sep if x.isdigit() and int(x) <= 9]
 
 for n in range(0, 10):
     most_common= Counter(sep).most_common(3)
@@ -46,10 +53,10 @@ for n in range(0, 10):
     frequency = [v[-1] for v in most_common]
 
 sorted_nums = sorted(likely_nums, key=lambda x: (len(x), x))
-total_freq = sum(frequency) 
-Chance  = frac(total_freq, 15000) # Chance = number call freq / all possible numbers i.e. 1000
+# Chance = playing the forecast as a box (any order), 3 different digits can come up 6 ways out of 1000 = 3/500
+# playing it straight (exact order) is 1/1000
+Chance = frac(6, 1000)
 Forecast = str(" - ".join(sorted_nums))
 
 print(f"Likely numbers are . . .  {Forecast} \n"
-f"With percent chance of winning being {Chance} \n"
-f"DISCLAIMER: This set's chance is innacurate due to how many numbers are drawn per day.")
+f"With percent chance of winning being {Chance}")