Ben Dilday bdilday

## d3.sankey.js
d3.sankey = function() {
  var sankey = {},
      nodeWidth = 24,
      nodePadding = 8,
      size = [1, 1],
      nodes = [],
      links = [];

  sankey.nodeWidth = function(_) {
    if (!arguments.length) return nodeWidth;

## results2017.csv

          
            Id
            team1
            team2
            result

            
              2017_1112_1315
              Arizona
              North Dakota
              1

            
              2017_1116_1371
              Arkansas
              Seton Hall
              1

            
              2017_1124_1308
              Baylor
              New Mexico St
              1

            
              2017_1137_1452
              Bucknell
              West Virginia
              0

            
              2017_1139_1457
              Butler
              Winthrop
              1

            
              2017_1153_1448
              Cincinnati
              Kansas St
              1

            
              2017_1166_1348
              Creighton
              Rhode Island
              0

            
              2017_1173_1455
              Dayton
              Wichita St
              0

            
              2017_1181_1407
              Duke
              Troy
              1

## generateBattingMarcels.py
## Generate a full season's worth of batting Marcel projections from past years' stats

from createTuple import createTuple ## gist: 778481
from writeMatrixCSV import writeMatrixCSV ## gist: 778484

def makeBatTable(r):
    for stat in ['AB', 'H', 'D', 'T', 'HR', 'SO', 'BB', 'SF', 'HP', 'CI']:
        if stat in r:   pass
        else:   r[stat] = 0
    if r['AB'] == 0:

## generatePitchingMarcels.py
## Generate a full season's worth of pitching Marcel projections from past years' stats

from createTuple import createTuple ## gist: 778481
from writeMatrixCSV import writeMatrixCSV ## gist: 778484

def makePitTable(r):
    for stat in ['AB', 'H', 'D', 'T', 'HR', 'SO', 'BB', 'SF', 'HP', 'CI', 'IPouts', 'R']:
        if stat in r:   pass
        else:   r[stat] = 0
    ab = 0.9*r['IPouts'] + r['H']

## march_madness_nodes.csv

          
            game_number
            seed_high
             seed_low
            child_game_number

            
              1
              1
              63
              33

            
              2
              30
              36
              33

            
              3
              19
              50
              34

            
              4
              14
              52
              34

            
              5
              23
              41
              35

            
              6
              10
              56
              35

            
              7
              27
              38
              36

            
              8
              7
              61
              36

            
              9
              4
              67
              37

## pitching.metrics.ranks.csv
"YEAR","NAME","RANK","LVL","AGE","G","GS","PITCHES","IP","IPStart","IPRelief","FIP","cFIP","ERA","DRA","PWARP","player_ID","WAR","WAA","IPouts","lg.dra","lg.era","lg.fip","lg.cfip","dra.minus","era.minus","fip.minus","cfip.minus","pwarp.per.inning","war.per.inning","era.rank","era.m.rank","dra.rank","dra.m.rank","fip.rank","fip.m.rank","cfip.rank","cfip.m.rank","pwarp.rank","pwarp.per.inning.rank","war.rank","war.per.inning.rank"
1968,"Bob Gibson",4495,"MLB",32,34,34,0,304.7,"304.7","0.0",1.93,69,1.12,1.9,8.51,"gibsobo01",11.24,8.6428,914,3.1796935736251,2.80775061774639,2.84043976293038,95.4706774366999,0.597541856158753,0.398895825334714,0.679472251159055,0.722734999400724,0.0279291106005907,0.0368927789934354,1,2,25,118,6,90,163,189,189,376,6,31

## AustralianTaxableIncome.csv
Gender Rank,Occupation,Gender,Individuals,Average Taxable Income $
795,Abattoir process worker; Meat process worker; Meatworker – meatworker’s labourer,Female,5961,36359
881,Abattoir process worker; Meat process worker; Meatworker – meatworker’s labourer,Male,17241,40954
699,Aboriginal and Torres Strait Islander education worker,Female,1386,40926
828,Aboriginal and Torres Strait Islander education worker,Male,636,44077
641,Aboriginal and Torres Strait Islander health liaison officer; Aboriginal and Torres Strait Islander health worker,Female,1878,43545
760,Aboriginal and Torres Strait Islander health liaison officer; Aboriginal and Torres Strait Islander health worker,Male,903,47833
200,Accountant; Bank accountant; Chartered accountant; Financial analyst,Female,78380,71552
136,Accountant; Bank accountant; Chartered accountant; Financial analyst,Male,77112,105107
157,Accounting practice manager; Architectural practice manager; Legal practice manager; Manager – other practice; Veterinary practice manager,Female

## HOF_candidates_bbrefid_2017.csv
bbrefid
bagweje01
bondsba01
clemero02
hoffmtr01
kentje01
martied01
mcgrifr01
mussimi01
raineti01

## iwrs_1961_2011.csv
game_id,home_team,away_team,offender,recip,pit_id,bat_id,bat_ondeck_id,inn,outs,s1,s2,s3,s4,s5,s6,sTotal
BAL196104162,BAL,MIN,MIN1961,BAL1961,kralj101,triag101,hansr102,1,1,9,3,3,3,0,0,18
BAL196104240,BAL,CLE,BAL1961,CLE1961,pappm101,kirkw101,philb102,6,1,4,3,0,3,0,0,10
BAL196105170,BAL,DET,BAL1961,DET1961,fishj101,cashn101,boros101,7,1,3,3,0,3,0,0,9
BAL196106062,BAL,LAA,LAA1961,BAL1961,mcbrk101,triag101,hansr102,4,2,6,3,0,3,3,0,15
BAL196106080,BAL,MIN,BAL1961,MIN1961,fishj101,killh102,allib103,8,1,2,3,0,3,0,0,8
BAL196106300,BAL,DET,DET1961,BAL1961,bunnj101,triag101,hansr102,6,1,4,3,0,3,0,0,10
BAL196106300,BAL,DET,BAL1961,DET1961,wilhh101,cashn101,boros101,9,0,1,3,0,3,3,0,10
BAL196107010,BAL,DET,BAL1961,DET1961,stocw101,maxwc101,aguih101,8,2,2,0,3,3,3,0,11

## LICENSE.txt
The MIT License (MIT)

Copyright (c) 2016 Ben Dilday

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SO
	d3.sankey = function() {
	var sankey = {},
	nodeWidth = 24,
	nodePadding = 8,
	size = [1, 1],
	nodes = [],
	links = [];

	sankey.nodeWidth = function(_) {
	if (!arguments.length) return nodeWidth;
Id	team1	team2	result
2017_1112_1315	Arizona	North Dakota	1
2017_1116_1371	Arkansas	Seton Hall	1
2017_1124_1308	Baylor	New Mexico St	1
2017_1137_1452	Bucknell	West Virginia	0
2017_1139_1457	Butler	Winthrop	1
2017_1153_1448	Cincinnati	Kansas St	1
2017_1166_1348	Creighton	Rhode Island	0
2017_1173_1455	Dayton	Wichita St	0
2017_1181_1407	Duke	Troy	1
	## Generate a full season's worth of batting Marcel projections from past years' stats

	from createTuple import createTuple ## gist: 778481
	from writeMatrixCSV import writeMatrixCSV ## gist: 778484

	def makeBatTable(r):
	for stat in ['AB', 'H', 'D', 'T', 'HR', 'SO', 'BB', 'SF', 'HP', 'CI']:
	if stat in r: pass
	else: r[stat] = 0
	if r['AB'] == 0:
	## Generate a full season's worth of pitching Marcel projections from past years' stats

	from createTuple import createTuple ## gist: 778481
	from writeMatrixCSV import writeMatrixCSV ## gist: 778484

	def makePitTable(r):
	for stat in ['AB', 'H', 'D', 'T', 'HR', 'SO', 'BB', 'SF', 'HP', 'CI', 'IPouts', 'R']:
	if stat in r: pass
	else: r[stat] = 0
	ab = 0.9*r['IPouts'] + r['H']
game_number	seed_high	seed_low	child_game_number
1	1	63	33
2	30	36	33
3	19	50	34
4	14	52	34
5	23	41	35
6	10	56	35
7	27	38	36
8	7	61	36
9	4	67	37
	Gender Rank,Occupation,Gender,Individuals,Average Taxable Income $
	795,Abattoir process worker; Meat process worker; Meatworker – meatworker’s labourer,Female,5961,36359
	881,Abattoir process worker; Meat process worker; Meatworker – meatworker’s labourer,Male,17241,40954
	699,Aboriginal and Torres Strait Islander education worker,Female,1386,40926
	828,Aboriginal and Torres Strait Islander education worker,Male,636,44077
	641,Aboriginal and Torres Strait Islander health liaison officer; Aboriginal and Torres Strait Islander health worker,Female,1878,43545
	760,Aboriginal and Torres Strait Islander health liaison officer; Aboriginal and Torres Strait Islander health worker,Male,903,47833
	200,Accountant; Bank accountant; Chartered accountant; Financial analyst,Female,78380,71552
	136,Accountant; Bank accountant; Chartered accountant; Financial analyst,Male,77112,105107
	157,Accounting practice manager; Architectural practice manager; Legal practice manager; Manager – other practice; Veterinary practice manager,Female
	bbrefid
	bagweje01
	bondsba01
	clemero02
	hoffmtr01
	kentje01
	martied01
	mcgrifr01
	mussimi01
	raineti01
	game_id,home_team,away_team,offender,recip,pit_id,bat_id,bat_ondeck_id,inn,outs,s1,s2,s3,s4,s5,s6,sTotal
	BAL196104162,BAL,MIN,MIN1961,BAL1961,kralj101,triag101,hansr102,1,1,9,3,3,3,0,0,18
	BAL196104240,BAL,CLE,BAL1961,CLE1961,pappm101,kirkw101,philb102,6,1,4,3,0,3,0,0,10
	BAL196105170,BAL,DET,BAL1961,DET1961,fishj101,cashn101,boros101,7,1,3,3,0,3,0,0,9
	BAL196106062,BAL,LAA,LAA1961,BAL1961,mcbrk101,triag101,hansr102,4,2,6,3,0,3,3,0,15
	BAL196106080,BAL,MIN,BAL1961,MIN1961,fishj101,killh102,allib103,8,1,2,3,0,3,0,0,8
	BAL196106300,BAL,DET,DET1961,BAL1961,bunnj101,triag101,hansr102,6,1,4,3,0,3,0,0,10
	BAL196106300,BAL,DET,BAL1961,DET1961,wilhh101,cashn101,boros101,9,0,1,3,0,3,3,0,10
	BAL196107010,BAL,DET,BAL1961,DET1961,stocw101,maxwc101,aguih101,8,2,2,0,3,3,3,0,11
	The MIT License (MIT)

	Copyright (c) 2016 Ben Dilday

	Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

	The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

	THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SO