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featuring the Sports Data Query Language

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tpy:
import KS.client_tools import urllib, os import PyQL.py_tools from MLB.query import query from KS.ks import API_SERVER, TPY_TOP, DEFAULT_TIMEOUT
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How to use the Baseball query page: Use this page to type in queries to check the records and net profits of any situation. Profits are calculated based on risking the line to win $100 when playing on favorites and risking $100 to win the line when playing on dogs. A query consists of one or more clauses joined by and or or. The full format for reference to the MLB SportsDataBase is game reference:parameter. Examples: The query: team and site=home returns the home records for all teams p:runs<=1 and 5<=po:runs returns games after a team scored 1 or fewer runs while their opponent scored 5 or more runs. p:runs returns games grouped by all occurrences of the teams previous runs p:runs<1,2,3,4,5 gives results grouped by previous runs fewer than 1,2,3,4, and 5. Game Reference: Use of the game reference lets you probe any game relative to the game for which you want to see stats. We saw this above with p:runs<=1 meaning "How do teams do after scoring 1 or fewer runs?" To reqire this same condition also on the team's run productions 2 games back use: p:runs<=1 and pp:runs<=1 Allowed game references are: t => team's stats o => opponent's stats p => team's previous game op => opp's previous game P => previous match up n => team's next game on => opp's next game N => next match up s => starter's previous start S => starter's previous match up start Examples: The query: site=home and P:runs=0 and PP:runs=0 returns home games where the team was shut out their two previous matchups. (Remember that 'P' refers to the previous matchup between the two teams while 'p' refers to the team's previous game.) Examples: The query: o:walks=0 and team=Cubs returns games where the Cubs' pitchers gave up no walks. The query: 6<o:strike outs and team=Mets returns games where the Mets' pitchers struck out more than 6 hitters. Short Cuts: Short cuts come in three flavors: Single letter short cuts (e.g.: `H` means `site=home`) Single letter plus number short cuts (e.g.: `R5` means 'runs scored in the fifth inning') Multi-character short cuts (e.g.: `SO` means `strike outs`) Single letter short cuts Single letter short cuts are great because you can easily combine them and you only need to specify the prefix once. H, A, W, L, F, D, O, U, C, X are allowed short cuts for home,away,win,loss,favorite,dog,over the total,under the total, a same-conference game, and extra innings. As with the parameter prefixes, these can be strung together without limit. Examples: The query: HF and p:HFL and pp:HFL returns home favorites after they just lost as home favorites their last two games. The query: P:O and PP:O and PPP:O and PPPP:O and PPPPP:O and PPPPPP:O returns games where teams have gone over the total their last six matchups. The query: HF and p:WADX returns games where the team is a home favorite after winning as an away dog in extra innings. Single letter plus number short cuts The runs scored in each inning is saved as a list in the database under the header `inning runs`. The short cuts    R1, R2,...R9 (runs in the specified inning)    M1, M2,...M9 (the margin after the specified innings)    S1, S2,...S9 (the score after the specified inning) facilitate access to this parameter. Examples: The query: p:M8<-4 and p:R9>5 and p:W returns games after the team was down by +4 after 8, scored more than 5 in the 9th to win. The query: p:S3>10 and p:L returns games after the team scored more than 10 runs in the first three innings and lost. Multi-character short cuts Multi-character short cuts save on typing and can make your SDQL more readable. AASB - After All-Star Break AWP - Away Winning Percentage BASB - Before All-Star Break BL - Biggest Lead BPRA - Bull Pen Runs Allowed BS - Bad Start (4 or fewer innings and 5 or more earned runs) DAY - Day (start time<1800) DDP - Defensive Double Plays DIV - Divisional Game FGS - First Game of a Series HR - Home Runs HPR - Hits Per Run HPU - Home Plate Umpire HWP - Home Winning Percentage IL - Innings Led IT - Innings Tied LGS - Last Game of a Series LOB - Left on Base MRI - Multiple Run Innings NDIV - Not a Divisional Game NGT - Night (start time>=1800) NQS - Non Quality Start ODP - Offensive Double Plays (hit into double plays) PBRS - Percent Base Runners Scored PO - During the Playoffs PU - Pitchers Used QS - Quality Start (at least 6 innings and 3 or fewer earned runs) REG - During the Regular Season RG3 - Rubber Game 3 (3rd game of a 3 game series and they split the first 2) RMAX - The maximum runs the team scored in any one inning SERA - Starters' Earned Run Average in the Referenced Game SF - Scored First: How many runs a team scored before their opponent scored SG - Series Game SGS - Series Games SHA - Starter's Hits Allowed SHF - Starter's Hitters Faced SHRA - Starter's Home Runs Allowed SII - Scored In Innings SIP - Starter's Innings Pitched SO - Strikeouts SOPW - Strikeouts Per Walk SPPH - Starter's Pitch Per Hitter SPB - Strike Per Ball SPT - Starter Pitches Thrown SRA - Starter's Runs Allowed SSO - Starter's Strike Outs SSPB - Starter's Strike Per Ball STDHPR - Season To Date Hits Per Run STDSERA - Starter's Season To Date ERA STDSOPW - Season To Date Stike Outs Per Walk STDSSOPW - Starter's Season To Date Stike Outs Per Walk STDSPB - Season To Date Stikes Per Ball STDSSPB - Starter's Season To Date Stikes Per Ball STDSWHIP - Starter's Season To Date WHIP STR - Starter Throws Right STL - Starter Throws Left SWA - Starter's Walks Allowed SWHIP - Starter's Walks Plus Hits Per Inning Pitched TLOB - Team Left On Base TT - Times Tied WOW - Walk Off Win WP - Winning Percentage XBH - eXtra Base Hits (doubles + triples)