v2.0 Release

.gitignore

@@ -1,7 +1,11 @@
 *.idea
+*.idea/
 *.pyc
 *.lnk
 2019w2_number25tieissue_pythonoutput.txt
 pulledcodefromEspnAp.docx
 pulledcodefromEspnAp2.docx
-scratchfiles/
+scratchfiles/
+venv/
+AP_XC _Shortcut.lnk
+Shortcut_RandomTournaments.lnk

ToDo.txt

@@ -1,70 +1,19 @@
 URGENT
 ------
-* Make an entry argument of 'current' work regardless of year. 
-
-* Fix pandas copying warning in Top25ToTable.py
-	* C:/Users/acc-s/Documents/Python/AP_XC/Top25ToTable.py:66: SettingWithCopyWarning: 
-		A value is trying to be set on a copy of a slice from a DataFrame.
-		Try using .loc[row_indexer,col_indexer] = value instead
-		See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
-		powerfive_tocopy[cll] = powerfive_tocopy[cll].apply(lambda x: '{0:0>4}'.format(x))
-
-* Move bottom opperations of Top25InPython.py into functions
-	* Maybe change .py name to better reflect everything.
-	* Reorganize where and when everything is called? 
-
-* Make sure Miami is picked up by ACC, T A&M by SEC
-	* Multiple forms of Texas A&M. Make sure all are picked up. 
-	* Top25InPython.py line 47
-	* Miami Ohio listed as "Miami (OH)" while Miami FL is defaulted at "Miami"
-		* https://www.espn.com/college-football/rankings/_/poll/1/week/1/year/2003/seasontype/3
-		* Running Top25InPython.py with only top25dict for 2003 poll above shows both Miami FL as "Miami" default and "Miami (OH)" are picked up by their respective conferences. 
-			* IE Miami problem is fixed already :)		
-	* T A&M:
-		* Can you have multiple versions of the team in the vars .py and it still work ok?
 
 * Add README.md. Make Git Hub Repo more professional for others to use.
 	* Sub directories for personal files like .docx full of scratch code.
 
 * Black all the code to standardize formatting.
 	* Generally clean the code
 
-* [completed 27 Oct 2019] Only years 2014 and on have 'others receiving votes' (ORV) data.
-	* Write exception in mergedict that won't error out but will notify user of this fact.
-		* This would only use rankings 1-25 for the scoring. 
-
-* Fix the default URL that's generated to be http://www.espn.com/college-football/rankings/_/poll/1/
-	* Isn't this done? (-10 Nov 2019)
-
-* Try adding all vote totals and aggregate by conference 
-	* IE this would be a ratio rather than an ordinal-interval measurement. Definately prizes top teams. 
-
+* Output the results of the ESPN API Grabber somewhere.
 
 LONG TERM
 ---------
-* Try using different source for AP Rankings instead of relying on ESPN's 3rd party. 
-	* Why?
-		* Might offer more code stability than ESPN
-		* Wouldn't have the before 2014 ORV problem maybe. 
-	* Potential Sources:
-		* Actual AP Poll website?
-			* *** Can you get historical data doing this? *** Million dollar Q.
-			* Simple, current poll: https://www.apnews.com/APTop25CollegeFootballPoll
-			* Detailed poll: 
-				* May not exist any more. A podcast suggested Reddit. Would be a bear to beautiful soup though...
-			* See point below about using pandas to get top 25; makes this easier.
-		* Other source? 
+* Clean scratchfiles directory
 
-* Try using pandas to grab the top 25
-	* https://medium.com/@ageitgey/quick-tip-the-easiest-way-to-grab-data-out-of-a-web-page-in-python-7153cecfca58
-		>>> tables = pd.read_html("<url>")
-		>>> print(tables[0])
-	* Method worked well in init trial
-	* dependent on python 3
-
-* Move project to python 3
-
-* Continue to include the AAC?
+* Use future conference rankings to project ahead
 
 
 POSSIBLE
@@ -73,7 +22,10 @@ POSSIBLE
 	* Or simple creation of csv of rankings to put into git repo where you could source the rankings locally.
 		* Then add week-by-week somehow. 		
 
-* Statistical tests on significances of findings? 
+* Statistical tests on significances of findings?
+
+* Try adding all vote totals and aggregate by conference
+	* IE this would be a ratio rather than an ordinal-interval measurement. Definately prizes top teams.
 
 
 COMPLETE

data/2014/4_team/2014_4_team_summary_statistics.csv

@@ -0,0 +1,18 @@
+AP_XC_4_Team_Race,ACC,SEC,Pac-12,Big 12,Big Ten,FBS Indep.,American,CUSA,Mountain West,Sun Belt,MVFC,MAC
+Preseason,69.0,29.0,36.0,62.0,49.0,,,,,,,
+Week 2,70.5,22.0,41.0,60.0,52.0,,,,,,,
+Week 3,62.0,21.0,38.0,59.0,79.0,,,,,,,
+Week 4,76.5,22.0,45.0,56.0,77.0,,,,,,,
+Week 5,88.0,24.0,44.0,60.0,71.0,,,,,,,
+Week 6,95.0,25.0,40.0,55.0,66.0,,,,,,,
+Week 7,78.0,16.0,60.0,41.0,78.0,,,,,,,
+Week 8,87.0,17.0,62.0,41.0,69.5,,,,,,,
+Week 9,80.0,13.0,54.0,50.0,65.0,,,,,,,
+Week 10,78.0,15.0,52.0,52.0,66.0,,,,,,,
+Week 11,72.0,20.0,54.0,41.0,60.0,,,,,,,
+Week 12,63.0,24.0,41.0,50.0,53.0,,,,,,,
+Week 13,70.0,23.0,42.0,46.0,52.0,,,,,,,
+Week 14,64.0,29.0,37.0,42.0,53.0,,,,,,,
+Week 15,54.0,38.0,44.0,36.0,49.0,,,,,,,
+Week 16,50.0,31.0,44.0,48.0,54.0,,,,,,,
+Final,52.5,38.0,43.0,63.5,47.5,,,,115.0,,,

data/2014/4_team/2014_week_1.csv

@@ -0,0 +1,12 @@
+"('ACC', 69)","('SEC', 29)","('Pac-12', 36)","('Big 12', 62)","('Big Ten', 49)","('FBS Indep.', 'DNS')","('American', 'DNS')","('CUSA', 'DNS')","('Mountain West', 'DNS')","('Sun Belt', 'DNS')"
+"('FSU', 1)","('Alabama', 2)","('Oregon', 3)","('Oklahoma', 4)","('OSU', 5)","('Notre Dame', 17)","('UCF', 26)","('Marshall', 32)","('Boise State', 41.5)","('Louisiana', 49.0)"
+"('Clemson', 16)","('Auburn', 6)","('UCLA', 7)","('Baylor', 10)","('Michigan State', 8)","('BYU', 43.5)","('Cincinnati', 40)",,"('Nevada', 49.0)",
+"('UNC', 23)","('South Carolina', 9)","('Stanford', 11)","('Kansas State', 20)","('Wisconsin', 14)","('Navy', 46.5)",,,"('Utah State', 49.0)",
+"('Duke', 29)","('Georgia', 12)","('USC', 15)","('Texas', 28)","('Nebraska', 22)",,,,,
+"('Louisville', 31)","('LSU', 13)","('Arizona State', 19)","('Oklahoma State', 33)","('Iowa', 30)",,,,,
+"('VT', 34)","('Ole Miss', 18)","('Washington', 25)","('TCU', 35)","('Michigan', 37.5)",,,,,
+"('Miami', 39)","('Texas A&M', 21)","('Oregon State', 41.5)","('Texas Tech', 37.5)","('Northwestern', 43.5)",,,,,
+,"('Missouri', 24)",,,"('Penn State', 45)",,,,,
+,"('Florida', 27)",,,,,,,,
+,"('Miss St', 36)",,,,,,,,
+,"('Vanderbilt', 46.5)",,,,,,,,

data/2014/4_team/2014_week_10.csv

@@ -0,0 +1,8 @@
+"('SEC', 15)","('ACC', 78)","('Pac-12', 52)","('FBS Indep.', 'DNS')","('Big Ten', 66)","('Big 12', 52)","('American', 'DNS')","('CUSA', 'DNS')","('Mountain West', 'DNS')","('MVFC', 'DNS')"
+"('Miss St', 1)","('FSU', 2)","('Oregon', 5)","('Notre Dame', 6)","('Michigan State', 8)","('TCU', 10)","('ECU', 21)","('Marshall', 23)","('Colorado State', 26)","('North Dakota St', 32)"
+"('Alabama', 3)","('Clemson', 22)","('Arizona', 14)",,"('OSU', 13)","('Kansas State', 11)",,,,
+"('Auburn', 4)","('Duke', 24)","('Arizona State', 15)",,"('Nebraska', 17)","('Baylor', 12)",,,,
+"('Ole Miss', 7)","('Louisville', 30)","('Utah', 18)",,"('Wisconsin', 28)","('Oklahoma', 19)",,,,
+"('Georgia', 9)",,"('UCLA', 25)",,,"('West Virginia', 20)",,,,
+"('LSU', 16)",,"('USC', 27)",,,"('Oklahoma State', 33)",,,,
+"('Missouri', 31)",,"('Stanford', 29)",,,,,,,

data/2014/4_team/2014_week_11.csv

@@ -0,0 +1,10 @@
+"('SEC', 20)","('ACC', 72)","('Pac-12', 54)","('Big 12', 41)","('Big Ten', 60)","('FBS Indep.', 'DNS')","('CUSA', 'DNS')","('Mountain West', 'DNS')","('MVFC', 'DNS')"
+"('Miss St', 1)","('FSU', 2)","('Oregon', 5)","('TCU', 6)","('Michigan State', 7)","('Notre Dame', 8)","('Marshall', 23)","('Colorado State', 26)","('North Dakota St', 31.5)"
+"('Auburn', 3)","('Clemson', 19)","('Arizona State', 11)","('Kansas State', 9)","('OSU', 13)",,,,
+"('Alabama', 4)","('Duke', 22)","('UCLA', 18)","('Baylor', 10)","('Nebraska', 15)",,,,
+"('Ole Miss', 12)","('Georgia Tech', 29)","('Utah', 20)","('Oklahoma', 16)","('Wisconsin', 25)",,,,
+"('LSU', 14)","('Louisville', 30)","('Arizona', 21)","('West Virginia', 24)",,,,,
+"('Georgia', 17)",,"('USC', 27)",,,,,,
+"('Missouri', 28)",,"('Stanford', 31.5)",,,,,,
+"('Texas A&M', 33.5)",,,,,,,,
+"('Florida', 33.5)",,,,,,,,

data/2014/4_team/2014_week_12.csv

@@ -0,0 +1,9 @@
+"('SEC', 24)","('ACC', 63)","('Pac-12', 41)","('Big 12', 50)","('Big Ten', 53)","('FBS Indep.', 'DNS')","('CUSA', 'DNS')","('Mountain West', 'DNS')","('Sun Belt', 'DNS')"
+"('Miss St', 1)","('FSU', 2)","('Oregon', 3)","('TCU', 5)","('OSU', 8)","('Notre Dame', 15)","('Marshall', 21)","('Colorado State', 23)","('Ga Southern', 35.0)"
+"('Alabama', 4)","('Clemson', 18)","('Arizona State', 7)","('Baylor', 6)","('Nebraska', 11)",,,"('Boise State', 35.0)",
+"('Auburn', 9)","('Duke', 19)","('UCLA', 14)","('Kansas State', 13)","('Michigan State', 12)",,,,
+"('Ole Miss', 10)","('Georgia Tech', 24)","('Arizona', 17)","('Oklahoma', 26)","('Wisconsin', 22)",,,,
+"('Georgia', 16)","('Louisville', 31)","('Utah', 25)","('West Virginia', 32)","('Minnesota', 30)",,,,
+"('LSU', 20)","('Miami', 35.0)","('USC', 29)",,,,,,
+"('Texas A&M', 27)",,"('Stanford', 33)",,,,,,
+"('Missouri', 28)",,,,,,,,

data/2014/4_team/2014_week_13.csv

@@ -0,0 +1,10 @@
+"('ACC', 70)","('SEC', 23)","('Pac-12', 42)","('Big 12', 46)","('Big Ten', 52)","('CUSA', 'DNS')","('Mountain West', 'DNS')","('FBS Indep.', 'DNS')"
+"('FSU', 1)","('Alabama', 2)","('Oregon', 3)","('TCU', 5)","('OSU', 7)","('Marshall', 18)","('Colorado State', 22)","('Notre Dame', 26)"
+"('Georgia Tech', 17)","('Miss St', 4)","('UCLA', 11)","('Baylor', 6)","('Michigan State', 10)",,"('Boise State', 28.5)",
+"('Duke', 25)","('Ole Miss', 8)","('Arizona State', 13)","('Kansas State', 12)","('Wisconsin', 14)",,,
+"('Clemson', 27)","('Georgia', 9)","('Arizona', 15)","('Oklahoma', 23)","('Nebraska', 21)",,,
+"('Louisville', 28.5)","('Auburn', 16)","('Utah', 20)","('West Virginia', 32)","('Minnesota', 31)",,,
+"('Miami', 33.5)","('Missouri', 19)","('USC', 24)",,,,,
+,"('LSU', 30)",,,,,,
+,"('Texas A&M', 33.5)",,,,,,
+,"('Arkansas', 35)",,,,,,

data/2014/4_team/2014_week_14.csv

@@ -0,0 +1,10 @@
+"('ACC', 64)","('SEC', 29)","('Pac-12', 37)","('Big 12', 42)","('Big Ten', 53)","('CUSA', 'DNS')","('Mountain West', 'DNS')","('American', 'DNS')"
+"('FSU', 1)","('Alabama', 2)","('Oregon', 3)","('Baylor', 5)","('OSU', 7)","('Marshall', 19)","('Colorado State', 21)","('Memphis', 32)"
+"('Georgia Tech', 16)","('Miss St', 4)","('UCLA', 9)","('TCU', 6)","('Michigan State', 10)",,"('Boise State', 25)","('UCF', 35)"
+"('Clemson', 23)","('Georgia', 8)","('Arizona', 12)","('Kansas State', 11)","('Wisconsin', 14)",,,
+"('Louisville', 24)","('Auburn', 15)","('Arizona State', 13)","('Oklahoma', 20)","('Minnesota', 22)",,,
+"('Duke', 30)","('Missouri', 17)","('Utah', 28.5)","('West Virginia', 33.5)","('Nebraska', 28.5)",,,
+,"('Ole Miss', 18)","('USC', 31)",,,,,
+,"('Arkansas', 26)",,,,,,
+,"('LSU', 27)",,,,,,
+,"('Texas A&M', 33.5)",,,,,,

data/2014/4_team/2014_week_15.csv

@@ -0,0 +1,8 @@
+"('SEC', 38)","('ACC', 54)","('Pac-12', 44)","('Big 12', 36)","('Big Ten', 49)","('Mountain West', 'DNS')","('CUSA', 'DNS')","('American', 'DNS')","('MAC', 'DNS')"
+"('Alabama', 1)","('FSU', 2)","('Oregon', 3)","('TCU', 4)","('OSU', 6)","('Boise State', 22)","('Marshall', 28.5)","('Memphis', 30)","('N Illinois', 35.5)"
+"('Miss St', 10)","('Georgia Tech', 12)","('Arizona', 8)","('Baylor', 5)","('Michigan State', 7)","('Colorado State', 31)",,"('UCF', 35.5)",
+"('Ole Miss', 13)","('Clemson', 19)","('UCLA', 16)","('Kansas State', 9)","('Wisconsin', 11)","('Air Force', 32)",,"('Cincinnati', 37)",
+"('Missouri', 14)","('Louisville', 21)","('Arizona State', 17)","('Oklahoma', 18)","('Nebraska', 25)",,,,
+"('Georgia', 15)","('Duke', 28.5)","('Utah', 24)","('West Virginia', 33.5)","('Minnesota', 27)",,,,
+"('Auburn', 20)",,"('USC', 26)",,,,,,
+"('LSU', 23)",,"('Stanford', 33.5)",,,,,,