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2013-2016_NCAA.cql
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2013-2016_NCAA.cql
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//indexes are so important
CREATE INDEX ON :Year(year);
CREATE INDEX ON :Month(month);
CREATE INDEX ON :Day(day);
CREATE INDEX ON :Team(name);
CREATE INDEX ON :Game(winner);
//time tree
WITH range(2013, 2016) AS years, range(1,12) as months
FOREACH(year IN years |
MERGE (y:Year {year: year})
FOREACH(month IN months |
CREATE (m:Month {month: month})
MERGE (y)-[:HAS_MONTH]->(m)
FOREACH(day IN (CASE
WHEN month IN [1,3,5,7,8,10,12] THEN range(1,31)
WHEN month = 2 THEN
CASE
WHEN year % 4 <> 0 THEN range(1,28)
WHEN year % 100 <> 0 THEN range(1,29)
WHEN year % 400 <> 0 THEN range(1,28)
ELSE range(1,29)
END
ELSE range(1,30)
END) |
CREATE (d:Day {day: day})
MERGE (m)-[:HAS_DAY]->(d))))
WITH *
MATCH (year:Year)-[:HAS_MONTH]->(month)-[:HAS_DAY]->(day)
WITH year,month,day
ORDER BY year.year, month.month, day.day
WITH collect(day) as days
FOREACH(i in RANGE(0, length(days)-2) |
FOREACH(day1 in [days[i]] |
FOREACH(day2 in [days[i+1]] |
CREATE UNIQUE (day1)-[:NEXT]->(day2))));
//2016
LOAD CSV WITH HEADERS from 'https://dl.dropboxusercontent.com/u/313565755/ncaa2016.csv' AS line
WITH line, toINT(line.Year) as Year, toINT(line.Month) as Month, toINT(line.Day) as Day
WHERE line.ignore IS NOT NULL
MATCH (:Year {year:Year})-[:HAS_MONTH]->(:Month {month:Month})-[:HAS_DAY]->(t:Day {day:Day})
CREATE (game:Game {winner:line.winnerName})-[:OCCURED_ON]->(t)
WITH line, game
MERGE (team:Team {name:line.Team})
WITH line, game, team
MERGE(opp:Team {name:line.Opponent})
WITH line, game, team, opp
WITH line, toINT(line.opponentScore) as oppScore, toINT(line.teamScore) as teamScore, team, opp, game, toFLOAT(line.teamDiff) as teamDiff, toFLOAT(line.oppDiff) as oppDiff
CREATE (team)-[:PLAYED_IN {scored:teamScore, differential:teamDiff, location:line.teamLocation}]->(game)<-[:PLAYED_IN {scored:oppScore, differential:oppDiff, location:line.oppLocation}]-(opp);
//2015
LOAD CSV WITH HEADERS from 'https://dl.dropboxusercontent.com/u/313565755/ncaa2015.csv' AS line
WITH line, toINT(line.Year) as Year, toINT(line.Month) as Month, toINT(line.Day) as Day
WHERE line.ignore IS NOT NULL
MATCH (:Year {year:Year})-[:HAS_MONTH]->(:Month {month:Month})-[:HAS_DAY]->(t:Day {day:Day})
CREATE (game:Game {winner:line.winnerName})-[:OCCURED_ON]->(t)
WITH line, game
MERGE (team:Team {name:line.Team})
WITH line, game, team
MERGE(opp:Team {name:line.Opponent})
WITH line, game, team, opp
WITH line, toINT(line.opponentScore) as oppScore, toINT(line.teamScore) as teamScore, team, opp, game, toFLOAT(line.teamDiff) as teamDiff, toFLOAT(line.oppDiff) as oppDiff
CREATE (team)-[:PLAYED_IN {scored:teamScore, differential:teamDiff, location:line.teamLocation}]->(game)<-[:PLAYED_IN {scored:oppScore, differential:oppDiff, location:line.oppLocation}]-(opp);
//2014
LOAD CSV WITH HEADERS from 'https://dl.dropboxusercontent.com/u/313565755/ncaa2014.csv' AS line
WITH line, toINT(line.Year) as Year, toINT(line.Month) as Month, toINT(line.Day) as Day
WHERE line.ignore IS NOT NULL
MATCH (:Year {year:Year})-[:HAS_MONTH]->(:Month {month:Month})-[:HAS_DAY]->(t:Day {day:Day})
CREATE (game:Game {winner:line.winnerName})-[:OCCURED_ON]->(t)
WITH line, game
MERGE (team:Team {name:line.Team})
WITH line, game, team
MERGE(opp:Team {name:line.Opponent})
WITH line, game, team, opp
WITH line, toINT(line.opponentScore) as oppScore, toINT(line.teamScore) as teamScore, team, opp, game, toFLOAT(line.teamDiff) as teamDiff, toFLOAT(line.oppDiff) as oppDiff
CREATE (team)-[:PLAYED_IN {scored:teamScore, differential:teamDiff, location:line.teamLocation}]->(game)<-[:PLAYED_IN {scored:oppScore, differential:oppDiff, location:line.oppLocation}]-(opp);
//2013
LOAD CSV WITH HEADERS from 'https://dl.dropboxusercontent.com/u/313565755/ncaa2013.csv' AS line
WITH line, toINT(line.Year) as Year, toINT(line.Month) as Month, toINT(line.Day) as Day
WHERE line.ignore IS NOT NULL
MATCH (:Year {year:Year})-[:HAS_MONTH]->(:Month {month:Month})-[:HAS_DAY]->(t:Day {day:Day})
CREATE (game:Game {winner:line.winnerName})-[:OCCURED_ON]->(t)
WITH line, game
MERGE (team:Team {name:line.Team})
WITH line, game, team
MERGE(opp:Team {name:line.Opponent})
WITH line, game, team, opp
WITH line, toINT(line.opponentScore) as oppScore, toINT(line.teamScore) as teamScore, team, opp, game, toFLOAT(line.teamDiff) as teamDiff, toFLOAT(line.oppDiff) as oppDiff
CREATE (team)-[:PLAYED_IN {scored:teamScore, differential:teamDiff, location:line.teamLocation}]->(game)<-[:PLAYED_IN {scored:oppScore, differential:oppDiff, location:line.oppLocation}]-(opp);