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TransfermarketMLS.java
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TransfermarketMLS.java
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import java.util.ArrayList;
import java.util.HashMap;
import java.util.Map;
import org.jsoup.Jsoup;
import org.jsoup.nodes.Document;
import org.jsoup.nodes.Element;
import org.jsoup.select.Elements;
import java.io.FileWriter;
import java.io.IOException;
/**
* Gets squad info for MLS teams from Transfermarkt. Transfermarket's data looks
* like it has a few discrepancies so far, so MLSDirect.java will try to get the
* squad's number of players and number of playing players direct from
* MLSSoccer.com.
*
* @author Gautam Sarkar
* @version Sep 7, 2016
*/
public class TransfermarketMLS
{
/**
* Stores data in ArrayList of Strings with key being team name,year.
*/
static HashMap<String, ArrayList<String>> data = new HashMap<String, ArrayList<String>>();
/**
* Writes out the info to a csv file.
*/
static FileWriter writer = null;
/**
* Main method.
*
* @param args
* not used
* @throws IOException
*/
public static void main( String args[] ) throws IOException
{
writer = new FileWriter( "MLSDataTransfermarkt.csv" );
writer.write(
"Year,Team,Nickname,Players in squad,Average Age,Foreign Players,Market Value,Average Market Value,Coaches,Players Used,Matches,W,D,L,GF,GA,+/-,Points" );
writer.append( '\n' );
for ( int season = 2010; season <= 2015; season++ )
{
getData( season );
}
printData();
}
/**
* Prints out data to the csv file.
*
* @throws IOException
*/
public static void printData() throws IOException
{
for ( Map.Entry entry : data.entrySet() )
{
String csvStr = (String)entry.getKey();
ArrayList<String> half2 = (ArrayList<String>)entry.getValue();
for ( String stat : half2 )
{
csvStr += "," + stat;
}
writer.write( csvStr );
writer.append( '\n' );
}
writer.close();
}
/**
* Scrapes data for the given season (The season id is the real season minus
* one).
*
* @param season
* @throws IOException
*/
public static void getData( int season ) throws IOException
{
getAverageAge( season );
getNumPlayers( season );
getPoints( season );
}
/**
* Gets average age of players used by every team in a given season.
*
* @param season
* the season
* @throws IOException
*/
public static void getAverageAge( int season ) throws IOException
{
String url = "http://www.transfermarkt.com/major-league-soccer/startseite/wettbewerb/MLS1/plus/?saison_id="
+ season;
Document doc = Jsoup.connect( url )
.userAgent( "Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:25.0) Gecko/20100101 Firefox/25.0" )
.referrer( "http://www.google.com" )
.get();
Element table = doc.select( "table.items" ).first();
season++;
boolean firstRow = false;
for ( Element row : table.select( "tr" ) )
{
Elements tds = row.select( "td" );
if ( tds.size() > 0 )
{
if ( firstRow )
{
String half1 = season + "," + tds.get( 1 ).text();
ArrayList<String> half2 = new ArrayList<String>();
for ( int cnt = 2; cnt < tds.size() - 2; cnt++ )
{
half2.add( tds.get( cnt ).text().replace( ",", "." ) );
}
data.put( half1, half2 );
}
else
{
firstRow = true;
}
}
}
}
/**
* Gets the number of players used by every team in a given season.
*
* @param season
* the season
* @throws IOException
*/
public static void getNumPlayers( int season ) throws IOException
{
String url = "http://www.transfermarkt.com/major-league-soccer/eingesetztespieler/wettbewerb/MLS1/plus/?saison_id="
+ season + "&filter=alle";
Document doc = Jsoup.connect( url )
.userAgent( "Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:25.0) Gecko/20100101 Firefox/25.0" )
.referrer( "http://www.google.com" )
.get();
Element table = doc.select( "table.items" ).first();
season++;
for ( Element row : table.select( "tr" ) )
{
Elements tds = row.select( "td" );
if ( tds.size() > 0 )
{
String half1 = season + "," + tds.get( 1 ).text();
ArrayList<String> numbers = data.get( half1 );
ArrayList<String> half2 = new ArrayList<String>();
for ( int cnt = 2; cnt < tds.size(); cnt++ )
{
half2.add( tds.get( cnt ).text().replace( ",", "." ) );
}
numbers.addAll( half2 );
}
}
}
/**
* Gets the points of every team in a given season.
*
* @param season
* the season
* @throws IOException
*/
public static void getPoints( int season ) throws IOException
{
season++;
String url = "http://www.transfermarkt.com/major-league-soccer/jahrestabelle/wettbewerb/MLS1/saison_id/"
+ season;
Document doc = Jsoup.connect( url )
.userAgent( "Mozilla/5.0 (Windows NT 6.1; Win64; x64; rv:25.0) Gecko/20100101 Firefox/25.0" )
.referrer( "http://www.google.com" )
.get();
Element table = doc.select( "table" ).get( 3 );
boolean firstRow = false;
for ( Element row : table.select( "tr" ) )
{
Elements tds = row.select( "td" );
if ( tds.size() > 0 )
{
ArrayList<String> numbers = null;
for ( Map.Entry entry : data.entrySet() )
{
String csvStr = (String)entry.getKey();
ArrayList<String> half2 = (ArrayList<String>)entry.getValue();
if ( half2.get( 0 ).equals( tds.get( 2 ).text() ) )
{
if ( ( ( (String)entry.getKey() ).substring( 0, 4 ) ).equals( season + "" ) )
{
System.out.println( half2.get( 0 ) + " " + season );
numbers = (ArrayList<String>)entry.getValue();
}
}
}
ArrayList<String> half2 = new ArrayList<String>();
for ( int cnt = 3; cnt < tds.size(); cnt++ )
{
half2.add( tds.get( cnt ).text().replace( ",", "." ).replace( ":", "," ) );
}
numbers.addAll( half2 );
}
}
}
}