42
Hitting ‘em where they are Peeling back the veil on baseball’s greatest statistical mystery

Hitting ‘em where they are

  • Upload
    nero

  • View
    45

  • Download
    0

Embed Size (px)

DESCRIPTION

Hitting ‘em where they are. Peeling back the veil on baseball’s greatest statistical mystery. Words of wisdom. “Hit ‘em where they ain’t”. Pitching to contact. - PowerPoint PPT Presentation

Citation preview

Hitting em where they are

Hitting em where they arePeeling back the veil on baseballs greatest statistical mystery

Words of wisdomHit em where they aint

Dont try to strike everybody out. Strikeouts are boring. Besides that, theyre fascist. Throw some ground balls. Its more democratic.

Crash Davis, Bull Durham, 1988

Pitching to contactVrs: Hungarian for Eureka

Fascist (Defense-independent)

Strikeouts

Walks

Home runs

Hit by pitchDemocratic (Defense-dependent)

Singles

Doubles

Triples

Fielded outsWhich of these is not like the others

Madness without method1999RankPlayerBABIP1Kevin Millwood.2352Orlando Hernndez.25782Pedro Martnez.32383Greg Maddux.32488LaTroy Hawkins.34389Aaron Sele.353RankPlayerBABIP1Pedro Martnez.2362Woody Williams.25312Greg Maddux.27457Aaron Sele.30286Chris Holt.33387Javier Vzquez.3382000DIPS 1.0I feel stupid for having not realized it 30 years agoVoross realization has become one of the pivotal points in the history of sabermetrics.

Bill James, Boston Red Sox

Exceptions: Knuckleballers

Aces

Minor leaguers

Nolan Ryans BABIP, year by year

Fielding Independent PitchingStatz on the Interwebs

I got it

Popping up year after year (2010-11)

Popups in 2010 v. BABIP in 2011

Big whiffer

An A grade for Z-Contact

Z-Contact in 2010 v. BABIP in 2011

Recency biasTo predict Z-Contact in a given year, I use:Everything is relative.003 above league average.019 belowteammates averageForecast popup rate vs. BABIP above teammates, 2005-11

Forecast Z-Contact vs. BABIP above teammates, 2005-11

Forecast BABIP above team vs. actual, 2005-11

Most seasons projected for BABIP >.015 below teammates, 2005-11Name# SeasonsCareer BABIPRank (of 49 active pitchers with >1,000 IP)Tim Wakefield7.2746 (before retiring)Ted Lilly7.2682Johan Santana6.2725Jered Weaver3.2714Barry Zito3.2693Who da man2008 forecast BABIP: .043 below teammates2008 actual BABIP: .037 below teammatesLifetime BABIP: .254

Most seasons projected for BABIP >.007 above teammates, 2005-11Name# SeasonsCareer BABIPRank (of 49 active pitchers with >1,000 IP)

John Lackey4.30946Livn Hernndez4.30642 (before retiring)Paul Maholm3.30642Jeff Suppan3.29731Jason Marquis3.28816Glutton for punishment

Qualifying seasons: 2

Rank among 387 projected seasons: 379 (2010) and 382 (2009)

Lifetime BABIP: .323

Rank among 49 active pitchers with at least 1,000 IP: 49

Overfitting: The most important scientific problem youve never heard of

Nate Silver, The Signal and the Noise, 2012Forecast BABIP above team vs. actual, 2012

BABIP predictor Jered Weaver

2012 forecast: .041 below teammates

2012 result: .042 below teammates

2012 BABIP: .241Forecast BABIP above team vs. actual, 2012, excluding Jered Weaver

2012: We have a winnerNameForecast BABIP +/-Actual BABIP +/-Jered Weaver-.041-.042Clayton Kershaw-.016-.030Cole Hamels-.010-.013Matt Cain-.009-.030Jake Peavy-.007-.025Chad Billingsley.007.026Jason Hammel.007.003A.J. Burnett.007.007Rick Porcello.009.042Paul Maholm.010-.004

The ultimate prize

Swing and a miss Low projected BABIP (14 pitchers)High projected BABIP (18 pitchers)Average height6363Changeup %14%12%All lefty soft-tossersare not created equal

Low projected BABIPHigh projected BABIPThank you for your interest!Please feel free to contact me at DanRosenheck@economist.com.Chart10.792KK0.681BBBB0.505HRHR0.153BABIPBABIP

rColumn1Column2R

Sheet1rColumn1Column2K0.792BB0.681HR0.505BABIP0.153To resize chart data range, drag lower right corner of range.

Chart10.2420.26519680.2520.26519690.2280.26519700.2730.26519710.2360.26519720.280.26519730.2550.26519740.2640.26519750.2690.26519760.2630.26519770.2920.26519780.2660.26519790.2910.26519800.2460.26519810.2630.26519820.2470.26519830.2740.26519840.2930.26519850.2410.26519860.2810.26519870.2850.26519880.2580.26519890.2440.26519900.230.26519910.3010.26519920.2460.2651993

AnnualAverageColumn2

Sheet1AnnualAverageColumn219680.2420.26519690.2520.26519700.2280.26519710.2730.26519720.2360.26519730.280.26519740.2550.26519750.2640.26519760.2690.26519770.2630.26519780.2920.26519790.2660.26519800.2910.26519810.2460.26519820.2630.26519830.2470.26519840.2740.26519850.2930.26519860.2410.26519870.2810.26519880.2850.26519890.2580.26519900.2440.26519910.230.26519920.3010.26519930.2460.265To resize chart data range, drag lower right corner of range.

Chart10.759KK0.606BBBB0.288HRHR0.144BABIPBABIP0.629PopupsPopups

Series 1Column1Column2R

Sheet1Series 1Column1Column2K0.759BB0.606HR0.288BABIP0.144Popups0.629To resize chart data range, drag lower right corner of range.

Chart10.2730.3270.3030.3180.3130.2420.2780.2850.3020.2960.3270.2860.3070.2910.2980.2860.3060.2930.2870.3120.3170.2670.2610.3160.2780.330.2810.3060.3310.2890.3180.2990.2870.2750.2870.3160.310.2750.2930.2870.3140.2730.2910.2450.3240.3390.3180.3160.2940.2540.2940.3220.310.2710.3130.2670.2780.2980.2960.2760.2810.2940.2840.2720.2780.2490.2920.2580.2910.2360.3140.2680.2720.3130.2850.3310.3190.2990.2690.2690.2720.2860.2960.3020.280.2610.2650.270.2720.2990.3060.260.2850.2790.250.2790.2780.3290.26

Y-Values2010 popup rate2011 BABIP

Sheet1xY-Values0.0131570.2730.0081360.3270.0130680.3030.010240.3180.0123610.3130.0182850.2420.0294680.2780.0271260.2850.015370.3020.0157180.2960.0119310.3270.0242720.2860.026820.3070.0360360.2910.0264330.2980.0156520.2860.021630.3060.02070.2930.0532860.2870.0228620.3120.0232560.3170.022720.2670.0295960.2610.0247170.3160.019260.2780.0207350.330.0227520.2810.0215070.3060.0298920.3310.0327420.2890.0337590.3180.021440.2990.014070.2870.0379080.2750.019470.2870.0182050.3160.0155940.310.0263070.2750.0281880.2930.0314170.2870.044450.3140.0308830.2730.031350.2910.0324760.2450.0250920.3240.03060.3390.0319440.3180.0302580.3160.038250.2940.0413110.2540.0337920.2940.039520.3220.0377190.310.0234360.2710.0385110.3130.0347620.2670.0480680.2780.0320450.2980.0379440.2960.032980.2760.0380160.2810.0372480.2940.0440360.2840.0509520.2720.0455390.2780.0334540.2490.0385820.2920.0281050.2580.0367640.2910.0467480.2360.05560.3140.0345280.2680.0309320.2720.03880.3130.0429660.2850.0300030.3310.0259780.3190.0405460.2990.0284920.2690.0522040.2690.0589950.2720.0321860.2860.0446250.2960.0304760.3020.0584240.280.04330.2610.0615130.2650.04410.270.0290360.2720.046110.2990.051520.3060.0764240.260.065330.2850.0598170.2790.0573580.250.046530.2790.0412380.2780.0476190.3290.0909980.26To resize chart data range, drag lower right corner of range.

Chart10.759KK0.606BBBB0.288HRHR0.144BABIPBABIP0.629PopupsPopups0.648Z-ContactZ-Contact

Series 1Column1Column2R

Sheet1Series 1Column1Column2K0.759BB0.606HR0.288BABIP0.144Popups0.629Z-Contact0.648To resize chart data range, drag lower right corner of range.

Chart10.3060.2870.2720.2850.2990.2840.250.2980.3310.2940.2780.2610.2670.3290.3240.3070.2580.2850.2360.2760.2730.3180.260.2810.2750.2890.2910.2810.260.3180.2780.3130.3060.2490.3140.310.3030.3020.2990.2690.2790.2650.2930.3180.2540.3390.3270.2860.330.3190.2780.2780.2680.3140.2960.3220.3120.2720.2720.2960.3060.2870.2450.3130.2860.3160.2670.2920.2870.2750.3270.2720.2420.3310.2850.270.2690.2730.2940.2780.3160.2990.310.3130.2930.2610.2910.2790.2980.3160.280.2940.2960.2710.2860.3170.3020.2910.287

Y-Values2010 Z-Contact2011 BABIP

Sheet1X-ValuesY-Values0.9090.3060.8730.2870.8760.2720.8580.2850.8750.2990.8640.2840.7970.250.8760.2980.8560.3310.9190.2940.8990.2780.8470.2610.8760.2670.8930.3290.8810.3240.8850.3070.9010.2580.8830.2850.860.2360.9140.2760.9290.2730.8810.3180.8530.260.8570.2810.8690.2750.8830.2890.8840.2910.8460.2810.890.260.8750.3180.8940.2780.8670.3130.9030.3060.8740.2490.8550.3140.8610.310.9070.3030.8830.3020.8420.2990.8560.2690.8830.2790.8750.2650.8880.2930.9090.3180.8360.2540.9130.3390.8840.3270.8650.2860.8770.330.9080.3190.8810.2780.870.2780.8820.2680.870.3140.8810.2960.9080.3220.9050.3120.9210.2720.9180.2720.8870.2960.8960.3060.9080.2870.8780.2450.9260.3130.920.2860.9270.3160.9110.2670.8860.2920.8980.2870.8690.2750.930.3270.8620.2720.90.2420.8830.3310.9250.2850.8740.270.8290.2690.9110.2730.8460.2940.8910.2780.8440.3160.9130.2990.9310.310.9290.3130.8710.2930.8340.2610.9040.2910.8510.2790.8980.2980.8940.3160.9130.280.9050.2940.9260.2960.9370.2710.9040.2860.9460.3170.9250.3020.8840.2910.8940.287To resize chart data range, drag lower right corner of range.

Chart1-0.0368050296-0.0271661442-0.0432138933-0.0354030772-0.0233967189-0.0148228223-0.0031576295-0.0187045394-0.0130968468-0.0569281525-0.0502212389-0.0437888885-0.0293600274-0.0182609286-0.01224833210.0220406638-0.0068276713-0.0427839675-0.0370498439-0.0285375884-0.006487284-0.0181409764-0.01603431110.0096791444-0.0165095471-0.0594985661-0.0171293342-0.026961783-0.01622995620.0049248196-0.03225414690.0093610094-0.0188390234-0.0269624343-0.0148587412-0.0057262425-0.0554629293-0.0075593213-0.02985186370.0011699581-0.037211562-0.0035241687-0.0271700437-0.00735043980.0242053552-0.0621444917-0.0405183971-0.0108195262-0.0137945914-0.0324130841-0.033226751-0.009638033-0.0166867761-0.06233549030.02148368810.03577917540.00253994880.0006330426-0.0251183514-0.0023205387-0.0095627386-0.0258280597-0.0253651870.0015684605-0.0300878181-0.00833999880.0134477303-0.0216289395-0.003494986-0.0710560348-0.0255987096-0.0090438658-0.0126763131-0.0320136437-0.0249481306-0.0056523784-0.032377766-0.0349078605-0.0140152104-0.03740372410.00691027890.0235585827-0.0232535202-0.01420460650.02390529950.01376648540.0066270243-0.0003244127-0.0171523533-0.0154985441-0.0071498166-0.05045725710.01429601480.05414644690.01752244820.00087638610.0123082957-0.00917942140.0345845063-0.017322044-0.0100496070.03012293090.03320703410.0075119692-0.00334054310.00002756370.00887431930.02691025640.01041424160.0145231590.0415127604-0.00741918120.0249206176-0.03458367110.0061305674-0.01243379890.0006368919-0.00808612250.0418993729-0.01333209480.0107970827-0.016688098-0.00621529170.01182287660.00153714730.014544711-0.0079684084-0.0325412941-0.0098464883-0.0175881142-0.0165700883-0.00481954230.0580686437-0.01490856250.01736636810.0119091435-0.0455489643-0.02820581340.0038533485-0.0047593979-0.00016049120.0327052-0.00964358930.00369513950.0081323577-0.0010636991-0.0433653378-0.00169406440.02338090730.00977347970.01528843070.0034638249-0.03949483030.017333792-0.004484464-0.0041001307-0.0436618330.0120821389-0.02723431070.0184264244-0.06176129930.0209675930.0055394533-0.0320170634-0.04743194820.0364725398-0.01580221510.01774077160.00709297270.0068048928-0.0465611278-0.01897120670.0427493235-0.01359506810.01464634560.04136076520.04565806310.0309674268-0.00421626980.026106958-0.002204468-0.0069634387-0.01948078950.0261585453-0.0165546682-0.00369868470.00464613450.0084251513-0.0161063777-0.0111540081-0.0124077901-0.03772057970.0069687946-0.02802156230.01971521590.00292633680.0236626884-0.01563342350.038068405-0.0093730244-0.0183063435-0.008487885-0.0162988736-0.02824104380.00072565750.00954616050.02618504420.016480561-0.00780313140.0152949922-0.0155973419-0.0538173621-0.03867483650.02620847420.0296148296-0.0162242746-0.009052384-0.0062616863-0.01536805340.0049663484-0.0080610341-0.02233562170.0733392331-0.0241117241-0.02138698680.04412397760.02443609990.03151863720.0271754080.00902295140.02929991150.02508719090.0363873018-0.01283581790.0297902474-0.015766538-0.02960584980.00216950590.01111909440.0106474778-0.0197320140.00381170760.0015282507-0.03963194260.0174803892-0.0049706007-0.035406340.02670615680.04601350480.0208191011-0.03737571620.0122954095-0.0249538968-0.01054266110.01325553260.01718800660.01872523220.0362581034-0.0283244783-0.01036576610.03100538870.04845998180.0175580071-0.0213287049-0.00797116030.0139937687-0.0004964927-0.00999766240.0061742865-0.0072597157-0.0186387240.02172373080.00694055130.00187969920.02580652220.01422353770.0665094679-0.02579127990.00681969560.0004389355-0.00814581590.03028033910.0191499096-0.01772489150.0322315348-0.01893582920.00787945570.03958783480.0306529379-0.01124639410.0089750215-0.00968579480.04081180160.03047330880.00974572080.05513704010.04042290590.0279734535-0.0362015630.00374616710.00996582710.01142957180.02762202670.0176641496-0.02164111980.0180077724-0.01441337460.0185826702-0.02745551890.015355233-0.00217688280.019265233-0.00690673980.0313697318-0.02203288940.00737703270.0422954768-0.0188731605-0.0207530097-0.01974938360.00725806820.02381083780.0121680881-0.0190386004-0.0107496495-0.00790603190.00260173540.0139515437-0.00094222480.0181101378-0.0011495470.01147441360.00008066830.00429966840.0049446849-0.00913899490.0146814540.00358434190.00869323640.0268088028-0.00535858470.03726042420.0034113060.04732068270.0051131397-0.00921046260.0182793459-0.01323529410.04907841150.04674405810.0025725033-0.0085580261-0.0081933908-0.0037252221-0.03460083080.06357409710.025540565-0.01516863340.03913043480.01623830920.0132212443-0.0138075332-0.01138529610.01063360430.06152625150.02663596240.00872559480.0259671373-0.0166966262-0.01259549080.01544918860.04092389630.023522854-0.00687962050.0064078255-0.02489831140.03457146290.03936040740.0282016920.00305799520.0073447691-0.01398552190.0070396859-0.00332784420.0257397085-0.0227453992-0.0086937383

Y-ValuesForecast popup rateBABIPR = 0.1293

Sheet1X-ValuesY-Values0.0667915521-0.03680502960.0677224676-0.02716614420.061857196-0.04321389330.0530275537-0.03540307720.0622475682-0.02339671890.0612398914-0.01482282230.0610443844-0.00315762950.0610429209-0.01870453940.0608492506-0.01309684680.0603326842-0.05692815250.0587714941-0.05022123890.05131239-0.04378888850.0557141921-0.02936002740.0607902584-0.01826092860.0594619966-0.01224833210.05855896750.02204066380.0541553026-0.00682767130.0495714872-0.04278396750.0573092016-0.03704984390.0586294378-0.02853758840.0508275695-0.0064872840.0560916056-0.01814097640.0476571417-0.01603431110.04697383510.00967914440.0541017514-0.01650954710.0546401733-0.05949856610.0480505518-0.01712933420.0563891694-0.0269617830.0558579263-0.01622995620.05758516910.00492481960.0566196231-0.03225414690.04611020010.00936100940.04750493-0.01883902340.0565956616-0.02696243430.0534830384-0.01485874120.0504924321-0.00572624250.0532088809-0.05546292930.0513538872-0.00755932130.0478151427-0.02985186370.0477965210.00116995810.0551160541-0.0372115620.0530643468-0.00352416870.0511715174-0.02717004370.0560817132-0.00735043980.04816094750.02420535520.0552777194-0.06214449170.0442794962-0.04051839710.0566067173-0.01081952620.0482312045-0.01379459140.0422633264-0.03241308410.0548014487-0.0332267510.0477082399-0.0096380330.0462350457-0.01668677610.045391303-0.06233549030.0403880410.02148368810.04093475310.03577917540.04676508520.00253994880.05061261980.00063304260.0428642546-0.02511835140.0501661755-0.00232053870.0496596991-0.00956273860.0467315653-0.02582805970.0447651621-0.0253651870.03634015310.00156846050.0509569526-0.03008781810.0468635838-0.00833999880.04373833950.01344773030.0409212138-0.02162893950.0452330447-0.0034949860.0446686211-0.07105603480.0453714244-0.02559870960.0506824754-0.00904386580.0459228774-0.01267631310.0467852522-0.03201364370.0387444888-0.02494813060.0463272098-0.00565237840.0359501124-0.0323777660.042405649-0.03490786050.0501594484-0.01401521040.0475806648-0.03740372410.04756744080.00691027890.04104895560.02355858270.0296438417-0.02325352020.0411088305-0.01420460650.04820783620.02390529950.04877382270.01376648540.04789222260.00662702430.0486034287-0.00032441270.0458205702-0.01715235330.0449019921-0.01549854410.0336762687-0.00714981660.0480749247-0.05045725710.04028074860.01429601480.04256048610.05414644690.04557682520.01752244820.04803410840.00087638610.04083116050.01230829570.046649896-0.00917942140.0451797830.03458450630.0434267481-0.0173220440.0377119277-0.0100496070.03840150150.03012293090.04431458110.03320703410.04743145160.00751196920.0384960291-0.00334054310.04184656960.00002756370.03831770180.00887431930.04205448980.02691025640.04379854920.01041424160.0446975790.0145231590.04615043740.04151276040.0410276913-0.00741918120.04429444290.02492061760.0387465784-0.03458367110.039851390.00613056740.0460541804-0.01243379890.04628847970.00063689190.0472829275-0.00808612250.03952788330.04189937290.03066401-0.01333209480.04367401680.01079708270.0399298491-0.0166880980.0356429716-0.00621529170.04312110550.01182287660.04012836270.00153714730.0417785560.0145447110.0466413256-0.00796840840.0469724641-0.03254129410.0432608451-0.00984648830.0411331316-0.01758811420.0440104911-0.01657008830.044299769-0.00481954230.04155339840.05806864370.0460168695-0.01490856250.04255705910.01736636810.03913781460.01190914350.029889169-0.04554896430.0285542602-0.02820581340.04048709970.00385334850.0419432773-0.00475939790.0305174977-0.00016049120.03262845520.03270520.0343396669-0.00964358930.04191830250.00369513950.03815088070.00813235770.037800502-0.00106369910.0387454023-0.04336533780.0426541246-0.00169406440.03307029940.02338090730.043213860.00977347970.0357966060.01528843070.04028265090.00346382490.0440490627-0.03949483030.03826851870.0173337920.0271463453-0.0044844640.0425227164-0.00410013070.040174305-0.0436618330.03978273630.01208213890.0323257912-0.02723431070.03918139590.01842642440.0407650021-0.06176129930.03440323790.0209675930.03553313330.00553945330.039656778-0.03201706340.0354523479-0.04743194820.03865340730.03647253980.0173480975-0.01580221510.03897751190.01774077160.04234983230.00709297270.04003007970.00680489280.041680525-0.04656112780.0381297166-0.01897120670.02791624580.04274932350.0385846145-0.01359506810.03897141680.01464634560.03828074080.04136076520.0377334050.04565806310.03484330260.03096742680.0345386782-0.00421626980.0379880930.0261069580.0333544441-0.0022044680.0373912357-0.00696343870.0386589946-0.01948078950.0418610560.02615854530.0148451143-0.01655466820.0400483034-0.00369868470.04046066910.00464613450.04129850460.00842515130.0371722023-0.01610637770.0398687798-0.01115400810.0380963015-0.01240779010.0285023789-0.03772057970.03499793940.00696879460.0411233843-0.02802156230.03764702620.01971521590.03239635750.00292633680.03724505560.02366268840.0136739983-0.01563342350.04218352430.0380684050.0349164564-0.00937302440.0392309584-0.01830634350.0405584037-0.0084878850.040306314-0.01629887360.0399220999-0.02824104380.03773879040.00072565750.04030405980.00954616050.03414275830.02618504420.03384692580.0164805610.0362763047-0.00780313140.03047243970.01529499220.0352836812-0.01559734190.0331229267-0.05381736210.0287038114-0.03867483650.03759634460.02620847420.03456616070.02961482960.0404333467-0.01622427460.0399364909-0.0090523840.0333988406-0.00626168630.0379735795-0.01536805340.03443250910.00496634840.0364638193-0.00806103410.0341046794-0.02233562170.03466179720.07333923310.0218010191-0.02411172410.0381673641-0.02138698680.01611364540.04412397760.03759090480.02443609990.03893030020.03151863720.03250055860.0271754080.03506249760.00902295140.03282653790.02929991150.03918762330.02508719090.03547058470.03638730180.0353517717-0.01283581790.0297108990.02979024740.03042838-0.0157665380.0301653698-0.02960584980.02962912980.00216950590.03459961950.01111909440.04049616530.01064747780.0330815858-0.0197320140.03754953930.00381170760.03746110190.00152825070.0325397878-0.03963194260.03015525710.01748038920.0349380052-0.00497060070.036719861-0.035406340.03123726920.02670615680.0167459870.04601350480.03894416550.02081910110.0168185736-0.03737571620.03818416660.01229540950.0309721128-0.02495389680.04004257-0.01054266110.03075935610.01325553260.02775965610.01718800660.03762843260.01872523220.03155005830.03625810340.0301958484-0.02832447830.0335714125-0.01036576610.03160213530.03100538870.03766354620.04845998180.0364938810.01755800710.0309217474-0.02132870490.0349051933-0.00797116030.02918867950.01399376870.0244438742-0.00049649270.0279948849-0.00999766240.03009961250.00617428650.0359627027-0.00725971570.0238174818-0.0186387240.01588768890.02172373080.03347059960.00694055130.03458878680.00187969920.02697779470.02580652220.0244546870.01422353770.03536845950.06650946790.0162597395-0.02579127990.03566493850.00681969560.02444356490.00043893550.0323637802-0.00814581590.02435227250.03028033910.03490787470.01914990960.0340786789-0.01772489150.03203038450.03223153480.017825581-0.01893582920.0221985780.00787945570.03237524730.03958783480.03043211410.03065293790.0351890647-0.01124639410.02929075990.00897502150.0307244063-0.00968579480.02657210740.04081180160.03500357140.03047330880.02319418570.00974572080.02946085730.05513704010.03372495560.04042290590.02826620640.02797345350.0255919887-0.0362015630.03534350470.00374616710.03636752370.00996582710.03121939950.01142957180.03649994080.02762202670.03480782560.01766414960.0308350811-0.02164111980.03071733420.01800777240.0361018137-0.01441337460.02963756860.01858267020.0338500162-0.02745551890.03500083330.0153552330.0287097155-0.00217688280.0276610820.0192652330.0236628678-0.00690673980.03063315040.03136973180.0196893076-0.02203288940.02772602570.00737703270.03067665770.04229547680.0300044335-0.01887316050.0183301451-0.02075300970.034540778-0.01974938360.02842387190.00725806820.02608844910.02381083780.03214685040.01216808810.0342288139-0.01903860040.0334493974-0.01074964950.0230215439-0.00790603190.01754239330.00260173540.02455432810.01395154370.0343918274-0.00094222480.03187614130.01811013780.0301210913-0.0011495470.0217377120.01147441360.02579909090.00008066830.02990043220.00429966840.03154426090.00494468490.0244181428-0.00913899490.03246330490.0146814540.01883156660.00358434190.03100081580.00869323640.02288633290.02680880280.0336195304-0.00535858470.02611302810.03726042420.03191430410.0034113060.01741799980.04732068270.03203000040.00511313970.0334822954-0.00921046260.01789284980.01827934590.0248152432-0.01323529410.03415362050.04907841150.03271232660.04674405810.02712527310.00257250330.0257862533-0.00855802610.0247213523-0.00819339080.0175623194-0.00372522210.0322761655-0.03460083080.02793000120.06357409710.03200648620.0255405650.0345683153-0.01516863340.0311800060.03913043480.02988109120.01623830920.02993397030.01322124430.0319156268-0.01380753320.0276748412-0.01138529610.02717483760.01063360430.02521673120.06152625150.02688025560.02663596240.03056682730.00872559480.02693578510.02596713730.0230497838-0.01669662620.0288915819-0.01259549080.02456537230.01544918860.02950240640.04092389630.03255550390.0235228540.0278373185-0.00687962050.03166446510.00640782550.0292183787-0.02489831140.02412519160.03457146290.0331254890.03936040740.02412900770.0282016920.02428326590.00305799520.0311259360.00734476910.0242476743-0.01398552190.02079928030.00703968590.0239274018-0.00332784420.02999252050.02573970850.0267791481-0.02274539920.0272491095-0.0086937383To resize chart data range, drag lower right corner of range.

Chart1-0.0368050296-0.0271661442-0.0432138933-0.0354030772-0.0233967189-0.0148228223-0.0031576295-0.0187045394-0.0130968468-0.0569281525-0.0502212389-0.0437888885-0.0293600274-0.0182609286-0.01224833210.0220406638-0.0068276713-0.0427839675-0.0370498439-0.0285375884-0.006487284-0.0181409764-0.01603431110.0096791444-0.0165095471-0.0594985661-0.0171293342-0.026961783-0.01622995620.0049248196-0.03225414690.0093610094-0.0188390234-0.0269624343-0.0148587412-0.0057262425-0.0554629293-0.0075593213-0.02985186370.0011699581-0.037211562-0.0035241687-0.0271700437-0.00735043980.0242053552-0.0621444917-0.0405183971-0.0108195262-0.0137945914-0.0324130841-0.033226751-0.009638033-0.0166867761-0.06233549030.02148368810.03577917540.00253994880.0006330426-0.0251183514-0.0023205387-0.0095627386-0.0258280597-0.0253651870.0015684605-0.0300878181-0.00833999880.0134477303-0.0216289395-0.003494986-0.0710560348-0.0255987096-0.0090438658-0.0126763131-0.0320136437-0.0249481306-0.0056523784-0.032377766-0.0349078605-0.0140152104-0.03740372410.00691027890.0235585827-0.0232535202-0.01420460650.02390529950.01376648540.0066270243-0.0003244127-0.0171523533-0.0154985441-0.0071498166-0.05045725710.01429601480.05414644690.01752244820.00087638610.0123082957-0.00917942140.0345845063-0.017322044-0.0100496070.03012293090.03320703410.0075119692-0.00334054310.00002756370.00887431930.02691025640.01041424160.0145231590.0415127604-0.00741918120.0249206176-0.03458367110.0061305674-0.01243379890.0006368919-0.00808612250.0418993729-0.01333209480.0107970827-0.016688098-0.00621529170.01182287660.00153714730.014544711-0.0079684084-0.0325412941-0.0098464883-0.0175881142-0.0165700883-0.00481954230.0580686437-0.01490856250.01736636810.0119091435-0.0455489643-0.02820581340.0038533485-0.0047593979-0.00016049120.0327052-0.00964358930.00369513950.0081323577-0.0010636991-0.0433653378-0.00169406440.02338090730.00977347970.01528843070.0034638249-0.03949483030.017333792-0.004484464-0.0041001307-0.0436618330.0120821389-0.02723431070.0184264244-0.06176129930.0209675930.0055394533-0.0320170634-0.04743194820.0364725398-0.01580221510.01774077160.00709297270.0068048928-0.0465611278-0.01897120670.0427493235-0.01359506810.01464634560.04136076520.04565806310.0309674268-0.00421626980.026106958-0.002204468-0.0069634387-0.01948078950.0261585453-0.0165546682-0.00369868470.00464613450.0084251513-0.0161063777-0.0111540081-0.0124077901-0.03772057970.0069687946-0.02802156230.01971521590.00292633680.0236626884-0.01563342350.038068405-0.0093730244-0.0183063435-0.008487885-0.0162988736-0.02824104380.00072565750.00954616050.02618504420.016480561-0.00780313140.0152949922-0.0155973419-0.0538173621-0.03867483650.02620847420.0296148296-0.0162242746-0.009052384-0.0062616863-0.01536805340.0049663484-0.0080610341-0.02233562170.0733392331-0.0241117241-0.02138698680.04412397760.02443609990.03151863720.0271754080.00902295140.02929991150.02508719090.0363873018-0.01283581790.0297902474-0.015766538-0.02960584980.00216950590.01111909440.0106474778-0.0197320140.00381170760.0015282507-0.03963194260.0174803892-0.0049706007-0.035406340.02670615680.04601350480.0208191011-0.03737571620.0122954095-0.0249538968-0.01054266110.01325553260.01718800660.01872523220.0362581034-0.0283244783-0.01036576610.03100538870.04845998180.0175580071-0.0213287049-0.00797116030.0139937687-0.0004964927-0.00999766240.0061742865-0.0072597157-0.0186387240.02172373080.00694055130.00187969920.02580652220.01422353770.0665094679-0.02579127990.00681969560.0004389355-0.00814581590.03028033910.0191499096-0.01772489150.0322315348-0.01893582920.00787945570.03958783480.0306529379-0.01124639410.0089750215-0.00968579480.04081180160.03047330880.00974572080.05513704010.04042290590.0279734535-0.0362015630.00374616710.00996582710.01142957180.02762202670.0176641496-0.02164111980.0180077724-0.01441337460.0185826702-0.02745551890.015355233-0.00217688280.019265233-0.00690673980.0313697318-0.02203288940.00737703270.0422954768-0.0188731605-0.0207530097-0.01974938360.00725806820.02381083780.0121680881-0.0190386004-0.0107496495-0.00790603190.00260173540.0139515437-0.00094222480.0181101378-0.0011495470.01147441360.00008066830.00429966840.0049446849-0.00913899490.0146814540.00358434190.00869323640.0268088028-0.00535858470.03726042420.0034113060.04732068270.0051131397-0.00921046260.0182793459-0.01323529410.04907841150.04674405810.0025725033-0.0085580261-0.0081933908-0.0037252221-0.03460083080.06357409710.025540565-0.01516863340.03913043480.01623830920.0132212443-0.0138075332-0.01138529610.01063360430.06152625150.02663596240.00872559480.0259671373-0.0166966262-0.01259549080.01544918860.04092389630.023522854-0.00687962050.0064078255-0.02489831140.03457146290.03936040740.0282016920.00305799520.0073447691-0.01398552190.0070396859-0.00332784420.0257397085-0.0227453992-0.0086937383

Y-ValuesForecast Z-ContactBABIPR = 0.0854

Sheet1X-ValuesY-Values0.8495003971-0.03680502960.8629786782-0.02716614420.8366924142-0.04321389330.8128889299-0.03540307720.8614917705-0.02339671890.8568022337-0.01482282230.862914233-0.00315762950.8633431592-0.01870453940.8640750672-0.01309684680.8617328546-0.05692815250.8583980752-0.05022123890.8279209607-0.04378888850.8453842383-0.02936002740.8781386771-0.01826092860.8686526064-0.01224833210.87486345480.02204066380.8507183388-0.00682767130.8344344643-0.04278396750.8704981736-0.03704984390.8817381632-0.02853758840.8407589408-0.0064872840.8668893398-0.01814097640.8326798323-0.01603431110.83214480560.00967914440.861364485-0.01650954710.8662957993-0.05949856610.8391374288-0.01712933420.8787495897-0.0269617830.8754508454-0.01622995620.88875477010.00492481960.8817609623-0.03225414690.83516011540.00936100940.8396197881-0.01883902340.8850306976-0.02696243430.8655981452-0.01485874120.8531618591-0.00572624250.8662481129-0.05546292930.8577922565-0.00755932130.8441566769-0.02985186370.8447220220.00116995810.8809869456-0.0372115620.8694722581-0.00352416870.8613103468-0.02717004370.8990939097-0.00735043980.85385537330.02420535520.8937611601-0.06214449170.8420622087-0.04051839710.9088470686-0.01081952620.8583240171-0.01379459140.8406043804-0.03241308410.9028805749-0.0332267510.8603714243-0.0096380330.8553731581-0.01668677610.8545176407-0.06233549030.84247598090.02148368810.84399579220.03577917540.86168072890.00253994880.881833240.00063304260.8527639666-0.02511835140.8831003484-0.00232053870.8823800854-0.00956273860.8682672812-0.02582805970.8611171084-0.0253651870.84140608720.00156846050.8917705239-0.03008781810.8700293802-0.00833999880.85875764910.01344773030.8517789433-0.02162893950.8647625737-0.0034949860.8646703106-0.07105603480.8679837555-0.02559870960.8962757344-0.00904386580.870496006-0.01267631310.8743952361-0.03201364370.8501883447-0.02494813060.8734897749-0.00565237840.8457870644-0.0323777660.8609740926-0.03490786050.8996468406-0.01401521040.8838623668-0.03740372410.88400696830.00691027890.86106686470.02355858270.8442305895-0.02325352020.8616583693-0.01420460650.89103453780.02390529950.89682306690.01376648540.8910357950.00662702430.8975886697-0.00032441270.8817596627-0.01715235330.8801411806-0.01549854410.8522648407-0.00714981660.8987098746-0.05045725710.86524211350.01429601480.87284832780.05414644690.88579692530.01752244820.90069645070.00087638610.86933125330.01230829570.8939511923-0.00917942140.88625403440.03458450630.8793807851-0.0173220440.8629883591-0.0100496070.86457323860.03012293090.88397757880.03320703410.90195472510.00751196920.8649779134-0.00334054310.87465328780.00002756370.86481499640.00887431930.87559842260.02691025640.88247718380.01041424160.88704026040.0145231590.89492121130.04151276040.872757144-0.00741918120.88559782180.02492061760.8669161884-0.03458367110.87021569820.00613056740.8957547802-0.01243379890.89850528080.00063689190.9061160091-0.00808612250.87117975110.04189937290.8568649488-0.01333209480.88606945360.01079708270.8728120872-0.0166880980.8631314463-0.00621529170.88424171190.01182287660.87464678090.00153714730.88024319520.0145447110.907136644-0.00796840840.9106366269-0.03254129410.8877417083-0.00984648830.8793493355-0.01758811420.8916111135-0.01657008830.8936112835-0.00481954230.88174925530.05806864370.904826867-0.01490856250.88689306280.01736636810.8750345330.01190914350.8603241046-0.04554896430.8604145211-0.02820581340.88025354710.00385334850.886739959-0.00475939790.8624805491-0.00016049120.8649043930.03270520.8672663302-0.00964358930.88777125210.00369513950.87579401620.00813235770.8750380826-0.00106369910.8777912371-0.04336533780.8921272101-0.00169406440.86658882790.02338090730.89612988980.00977347970.87296347050.01528843070.88536627290.00346382490.9034098725-0.03949483030.87994939070.0173337920.8654805578-0.0044844640.8960971913-0.00410013070.8862684608-0.0436618330.88572763180.01208213890.8697158444-0.02723431070.88424740490.01842642440.8901841721-0.06176129930.87313209360.0209675930.87552075320.00553945330.8868845188-0.03201706340.875737015-0.04743194820.88378481710.03647253980.877061699-0.01580221510.88491779010.01774077160.89949640780.00709297270.88919838080.00680489280.8962053118-0.04656112780.8832016624-0.01897120670.86854264360.04274932350.8846734505-0.01359506810.88626439320.01464634560.8841926030.04136076520.88262125610.04565806310.87607100540.03096742680.8759126535-0.00421626980.8839469950.0261069580.8747088111-0.0022044680.8835718997-0.00696343870.8876572842-0.01948078950.90160301520.02615854530.8877543708-0.01655466820.8934339533-0.00369868470.89517592790.00464613450.89976871080.00842515130.8848727906-0.01610637770.8939427417-0.01115400810.8878024105-0.01240779010.8725495508-0.03772057970.88066464030.00696879460.9009008433-0.02802156230.88780166530.01971521590.87731949460.00292633680.88717117460.02366268840.8961671383-0.01563342350.909133510.0380684050.8824454419-0.00937302440.8950081615-0.01830634350.900915429-0.0084878850.900219267-0.01629887360.8986009234-0.02824104380.89067155810.00072565750.90067240590.00954616050.88184461440.02618504420.8821142770.0164805610.8875558637-0.00780313140.87824533710.01529499220.8857126476-0.01559734190.8820261006-0.05381736210.8778796523-0.03867483650.89303363090.02620847420.88529172380.02961482960.9051260921-0.01622427460.9033377481-0.0090523840.8836378371-0.00626168630.8954647796-0.01536805340.88603235870.00496634840.8910794733-0.00806103410.885537818-0.02233562170.88675353580.07333923310.881854557-0.02411172410.8969940673-0.02138698680.8941654530.04412397760.89568910860.02443609990.90106511140.03151863720.88389688090.0271754080.88913654860.00902295140.88493265090.02929991150.9031005150.02508719090.89040803740.03638730180.8901730198-0.01283581790.88153261510.02979024740.8825355171-0.0157665380.8824348005-0.02960584980.88228317640.00216950590.88959567850.01111909440.91231412640.01064747780.8869001291-0.0197320140.89873760250.00381170760.8985001140.00152825070.8863921216-0.03963194260.88385942010.01748038920.8916923335-0.00497060070.896826889-0.035406340.88545937490.02670615680.89684295220.04601350480.90645407380.02081910110.8973117223-0.03737571620.90382223080.01229540950.8861441831-0.02495389680.9136568089-0.01054266110.88645874930.01325553260.88480182730.01718800660.90301889410.01872523220.88793271470.03625810340.8864141181-0.02832447830.8913565209-0.01036576610.88845617220.03100538870.90389099190.04845998180.89981684080.01755800710.8882037216-0.02132870490.8955312511-0.00797116030.88683678330.01399376870.8867316795-0.00049649270.8863090289-0.00999766240.8876547580.00617428650.8994225166-0.00725971570.8877293901-0.0186387240.90515826140.02172373080.89330042810.00694055130.89612760440.00187969920.88706380570.02580652220.88783114180.01422353770.89871793110.06650946790.9055766326-0.02579127990.90059811110.00681969560.88900447170.00043893550.8929746828-0.00814581590.88960453670.03028033910.89917897340.01914990960.8970880095-0.01772489150.89316733050.03223153480.9017568055-0.01893582920.89258302740.00787945570.89458558830.03958783480.89193683120.03065293790.9016688144-0.01124639410.89173920460.00897502150.8931485995-0.00968579480.8907955330.04081180160.90225443130.03047330880.89332283430.00974572080.89264049410.05513704010.89931853630.04042290590.89192635480.02797345350.8922319082-0.0362015630.90552779810.00374616710.90975208140.00996582710.89634820890.01142957180.91096886670.02762202670.90471389810.01766414960.8964482205-0.02164111980.89635695050.01800777240.9099798877-0.01441337460.89573810.01858267020.9031569968-0.02745551890.90674306340.0153552330.8956103345-0.00217688280.89512519390.0192652330.8965260501-0.00690673980.89777633750.03136973180.9038199157-0.02203288940.89572027510.00737703270.89857468550.04229547680.8981019311-0.01887316050.9091898474-0.02075300970.9079187849-0.01974938360.89725212520.00725806820.89683157020.02381083780.90185437320.01216808810.9075127762-0.01903860040.9057076251-0.01074964950.8999426446-0.00790603190.91443411590.00260173540.89867411270.01395154370.9089531585-0.00094222480.90268282450.01811013780.9002050338-0.0011495470.90260282880.01147441360.89876979250.00008066830.90119081820.00429966840.9037702410.00494468490.9009286924-0.00913899490.90642946110.0146814540.91282923560.00358434190.90373867370.00869323640.90334936830.02680880280.9103046923-0.00535858470.90155902780.03726042420.90667265140.0034113060.92117137830.04732068270.90724343950.00511313970.911202442-0.00921046260.9193961250.01827934590.9026898779-0.01323529410.91390463360.04907841150.90958845370.04674405810.90316330980.00257250330.9032867626-0.00855802610.9042600513-0.00819339080.9248137541-0.00372522210.9104079213-0.03460083080.90442734850.06357409710.91038802350.0255405650.9188768205-0.01516863340.909150720.03913043480.9078650920.01623830920.90862645540.01322124430.9126370286-0.01380753320.9070039789-0.01138529610.90718615730.01063360430.90762166120.06152625150.90728248520.02663596240.91197525250.00872559480.90905388410.02596713730.9120994515-0.01669662620.9108250331-0.01259549080.91225368640.01544918860.91324120610.04092389630.92078857030.0235228540.9120696476-0.00687962050.91916220010.00640782550.9144338008-0.02489831140.91518828230.03457146290.92590175710.03936040740.91540692650.0282016920.91585788280.00305799520.9224294020.00734476910.9205022687-0.01398552190.93320579230.00703968590.9220637151-0.00332784420.92384492320.02573970850.9222867802-0.02274539920.9275158602-0.0086937383To resize chart data range, drag lower right corner of range.

Chart1-0.0368050296-0.0271661442-0.0432138933-0.0354030772-0.0233967189-0.0148228223-0.0031576295-0.0187045394-0.0130968468-0.0569281525-0.0502212389-0.0437888885-0.0293600274-0.0182609286-0.01224833210.0220406638-0.0068276713-0.0427839675-0.0370498439-0.0285375884-0.006487284-0.0181409764-0.01603431110.0096791444-0.0165095471-0.0594985661-0.0171293342-0.026961783-0.01622995620.0049248196-0.03225414690.0093610094-0.0188390234-0.0269624343-0.0148587412-0.0057262425-0.0554629293-0.0075593213-0.02985186370.0011699581-0.037211562-0.0035241687-0.0271700437-0.00735043980.0242053552-0.0621444917-0.0405183971-0.0108195262-0.0137945914-0.0324130841-0.033226751-0.009638033-0.0166867761-0.06233549030.02148368810.03577917540.00253994880.0006330426-0.0251183514-0.0023205387-0.0095627386-0.0258280597-0.0253651870.0015684605-0.0300878181-0.00833999880.0134477303-0.0216289395-0.003494986-0.0710560348-0.0255987096-0.0090438658-0.0126763131-0.0320136437-0.0249481306-0.0056523784-0.032377766-0.0349078605-0.0140152104-0.03740372410.00691027890.0235585827-0.0232535202-0.01420460650.02390529950.01376648540.0066270243-0.0003244127-0.0171523533-0.0154985441-0.0071498166-0.05045725710.01429601480.05414644690.01752244820.00087638610.0123082957-0.00917942140.0345845063-0.017322044-0.0100496070.03012293090.03320703410.0075119692-0.00334054310.00002756370.00887431930.02691025640.01041424160.0145231590.0415127604-0.00741918120.0249206176-0.03458367110.0061305674-0.01243379890.0006368919-0.00808612250.0418993729-0.01333209480.0107970827-0.016688098-0.00621529170.01182287660.00153714730.014544711-0.0079684084-0.0325412941-0.0098464883-0.0175881142-0.0165700883-0.00481954230.0580686437-0.01490856250.01736636810.0119091435-0.0455489643-0.02820581340.0038533485-0.0047593979-0.00016049120.0327052-0.00964358930.00369513950.0081323577-0.0010636991-0.0433653378-0.00169406440.02338090730.00977347970.01528843070.0034638249-0.03949483030.017333792-0.004484464-0.0041001307-0.0436618330.0120821389-0.02723431070.0184264244-0.06176129930.0209675930.0055394533-0.0320170634-0.04743194820.0364725398-0.01580221510.01774077160.00709297270.0068048928-0.0465611278-0.01897120670.0427493235-0.01359506810.01464634560.04136076520.04565806310.0309674268-0.00421626980.026106958-0.002204468-0.0069634387-0.01948078950.0261585453-0.0165546682-0.00369868470.00464613450.0084251513-0.0161063777-0.0111540081-0.0124077901-0.03772057970.0069687946-0.02802156230.01971521590.00292633680.0236626884-0.01563342350.038068405-0.0093730244-0.0183063435-0.008487885-0.0162988736-0.02824104380.00072565750.00954616050.02618504420.016480561-0.00780313140.0152949922-0.0155973419-0.0538173621-0.03867483650.02620847420.0296148296-0.0162242746-0.009052384-0.0062616863-0.01536805340.0049663484-0.0080610341-0.02233562170.0733392331-0.0241117241-0.02138698680.04412397760.02443609990.03151863720.0271754080.00902295140.02929991150.02508719090.0363873018-0.01283581790.0297902474-0.015766538-0.02960584980.00216950590.01111909440.0106474778-0.0197320140.00381170760.0015282507-0.03963194260.0174803892-0.0049706007-0.035406340.02670615680.04601350480.0208191011-0.03737571620.0122954095-0.0249538968-0.01054266110.01325553260.01718800660.01872523220.0362581034-0.0283244783-0.01036576610.03100538870.04845998180.0175580071-0.0213287049-0.00797116030.0139937687-0.0004964927-0.00999766240.0061742865-0.0072597157-0.0186387240.02172373080.00694055130.00187969920.02580652220.01422353770.0665094679-0.02579127990.00681969560.0004389355-0.00814581590.03028033910.0191499096-0.01772489150.0322315348-0.01893582920.00787945570.03958783480.0306529379-0.01124639410.0089750215-0.00968579480.04081180160.03047330880.00974572080.05513704010.04042290590.0279734535-0.0362015630.00374616710.00996582710.01142957180.02762202670.0176641496-0.02164111980.0180077724-0.01441337460.0185826702-0.02745551890.015355233-0.00217688280.019265233-0.00690673980.0313697318-0.02203288940.00737703270.0422954768-0.0188731605-0.0207530097-0.01974938360.00725806820.02381083780.0121680881-0.0190386004-0.0107496495-0.00790603190.00260173540.0139515437-0.00094222480.0181101378-0.0011495470.01147441360.00008066830.00429966840.0049446849-0.00913899490.0146814540.00358434190.00869323640.0268088028-0.00535858470.03726042420.0034113060.04732068270.0051131397-0.00921046260.0182793459-0.01323529410.04907841150.04674405810.0025725033-0.0085580261-0.0081933908-0.0037252221-0.03460083080.06357409710.025540565-0.01516863340.03913043480.01623830920.0132212443-0.0138075332-0.01138529610.01063360430.06152625150.02663596240.00872559480.0259671373-0.0166966262-0.01259549080.01544918860.04092389630.023522854-0.00687962050.0064078255-0.02489831140.03457146290.03936040740.0282016920.00305799520.0073447691-0.01398552190.0070396859-0.00332784420.0257397085-0.0227453992-0.0086937383

Y-ValuesForecast BABIP above teamActual

Sheet1X-ValuesY-Values-0.0434436352-0.0368050296-0.0415669904-0.0271661442-0.038317879-0.0432138933-0.0337787499-0.0354030772-0.0315603818-0.0233967189-0.0310718757-0.0148228223-0.0291060535-0.0031576295-0.028993344-0.0187045394-0.0284777236-0.0130968468-0.0282131601-0.0569281525-0.0265584373-0.0502212389-0.025777256-0.0437888885-0.0257217415-0.0293600274-0.0251087827-0.0182609286-0.0250457646-0.0122483321-0.02216776320.0220406638-0.0219216462-0.0068276713-0.0214148462-0.0427839675-0.0212259071-0.0370498439-0.0208330717-0.0285375884-0.020757255-0.006487284-0.0202803642-0.0181409764-0.0199449823-0.0160343111-0.01943446830.0096791444-0.0188813954-0.0165095471-0.0183635857-0.0594985661-0.0181583261-0.0171293342-0.0180216376-0.026961783-0.0179526791-0.0162299562-0.01788059540.0049248196-0.0177468198-0.0322541469-0.01753693890.0093610094-0.0174289473-0.0188390234-0.0170746543-0.0269624343-0.0169669607-0.0148587412-0.0165560339-0.0057262425-0.0164433086-0.0554629293-0.016292035-0.0075593213-0.0162895258-0.0298518637-0.01609230980.0011699581-0.015727829-0.037211562-0.0154722312-0.0035241687-0.0151272525-0.0271700437-0.0139555829-0.0073504398-0.01374160080.0242053552-0.0136251612-0.0621444917-0.0135646847-0.0405183971-0.0134446843-0.0108195262-0.0125715938-0.0137945914-0.0123802136-0.0324130841-0.0115984259-0.033226751-0.0114701713-0.009638033-0.0113544501-0.0166867761-0.0107961611-0.0623354903-0.01041516010.0214836881-0.01031024120.0357791754-0.01016486560.0025399488-0.00971552170.0006330426-0.0091141358-0.0251183514-0.0089407974-0.0023205387-0.0084995405-0.0095627386-0.0084763906-0.0258280597-0.0084220921-0.025365187-0.00841844890.0015684605-0.0082958624-0.0300878181-0.0081877421-0.0083399988-0.00815786620.0134477303-0.0079363267-0.0216289395-0.0079077698-0.003494986-0.0074202457-0.0710560348-0.0072397935-0.0255987096-0.0072374905-0.0090438658-0.0071594855-0.0126763131-0.0071095434-0.0320136437-0.0069868785-0.0249481306-0.006861165-0.0056523784-0.0068471686-0.032377766-0.0064842205-0.0349078605-0.0061167816-0.0140152104-0.0059500043-0.0374037241-0.0059084020.0069102789-0.00544885480.0235585827-0.0054269036-0.0232535202-0.0053363423-0.0142046065-0.00530192680.0239052995-0.00497369640.0137664854-0.00496759650.0066270243-0.0046713306-0.0003244127-0.004617673-0.0171523533-0.0040949851-0.0154985441-0.0039871547-0.0071498166-0.0039367776-0.0504572571-0.00384435310.0142960148-0.00369214720.0541464469-0.00360672430.0175224482-0.00360627710.0008763861-0.00322399950.0123082957-0.0032142571-0.0091794214-0.00315369240.0345845063-0.0029740117-0.017322044-0.002850342-0.010049607-0.00283459880.0301229309-0.00281066230.0332070341-0.00280208120.0075119692-0.0027877311-0.0033405431-0.00273841250.0000275637-0.00272518850.0088743193-0.00268761120.0269102564-0.00265946290.0104142416-0.00257237690.014523159-0.00257040570.0415127604-0.0025656466-0.0074191812-0.00248454180.0249206176-0.0024545607-0.0345836711-0.00235204740.0061305674-0.0023460802-0.0124337989-0.0021527950.0006368919-0.0021035586-0.0080861225-0.00191836330.0418993729-0.0018668811-0.0133320948-0.00186451590.0107970827-0.0018030711-0.016688098-0.0017898907-0.0062152917-0.00175272220.0118228766-0.00152257580.0015371473-0.00149693770.014544711-0.0013330621-0.0079684084-0.0012557974-0.0325412941-0.0012134318-0.0098464883-0.0012086153-0.0175881142-0.0011642117-0.0165700883-0.0010817629-0.0048195423-0.00102551010.0580686437-0.0010147545-0.0149085625-0.0008027930.0173663681-0.00080164170.0119091435-0.0007923656-0.0455489643-0.0006013517-0.0282058134-0.00057057120.0038533485-0.0003577297-0.0047593979-0.0003359989-0.0001604912-0.0002275560.0327052-0.000217801-0.0096435893-0.00015029790.0036951395-0.00005059810.0081323577-0.0000204026-0.00106369910.0000324374-0.04336533780.0000414584-0.00169406440.00005698270.02338090730.00023826680.00977347970.00051928350.01528843070.00057283780.00346382490.0005883538-0.03949483030.00076184510.0173337920.0007836599-0.0044844640.0007872742-0.00410013070.0008144686-0.0436618330.00097131230.01208213890.0010337181-0.02723431070.00107148460.01842642440.0011154541-0.06176129930.00113788860.0209675930.00120623570.00553945330.0012675408-0.03201706340.0012887275-0.04743194820.00130216660.03647253980.0013075937-0.01580221510.0013247240.01774077160.00143364670.00709297270.00144174620.00680489280.0014472696-0.04656112780.0014924097-0.01897120670.00150217620.04274932350.0015135716-0.01359506810.0015815430.01464634560.00159827170.04136076520.00159926280.04565806310.001616590.03096742680.001702873-0.00421626980.00171689180.0261069580.0018641597-0.0022044680.0019695375-0.00696343870.002025182-0.01948078950.00210617920.02615854530.0021063081-0.01655466820.0021513279-0.00369868470.00215496580.00464613450.0022615190.00842515130.0023344571-0.01610637770.0023523321-0.01115400810.0023773419-0.01240779010.0023965879-0.03772057970.00251890120.00696879460.0025490481-0.02802156230.00262609510.01971521590.00272509520.00292633680.0027254580.02366268840.0028007353-0.01563342350.00281913160.0380684050.0029090667-0.00937302440.0029299221-0.01830634350.0029472629-0.0084878850.0030200947-0.01629887360.003040171-0.02824104380.00308336390.00072565750.0030861110.00954616050.00309018420.02618504420.00325088360.0164805610.0032789747-0.00780313140.00337309520.01529499220.0033853784-0.01559734190.0034769694-0.05381736210.0035493114-0.03867483650.00355938010.02620847420.00359880660.02961482960.0035988134-0.01622427460.0036973079-0.0090523840.0037037983-0.00626168630.0037443252-0.01536805340.00378954930.00496634840.0038110226-0.00806103410.0038199361-0.02233562170.00383409930.07333923310.0038715017-0.02411172410.0038725344-0.02138698680.00391121020.04412397760.00398990570.02443609990.0040214150.03151863720.00403235870.0271754080.00410259260.00902295140.00413437480.02929991150.00414318120.02508719090.00415189090.03638730180.0041624349-0.01283581790.00417668070.02979024740.0042562168-0.0157665380.0042832511-0.02960584980.00433829690.00216950590.00437021060.01111909440.00439631580.01064747780.0044231123-0.0197320140.00447636670.00381170760.0044886180.00152825070.0044934669-0.03963194260.00456345540.01748038920.0045963564-0.00497060070.0046180879-0.035406340.00465428680.02670615680.00465487490.04601350480.00472515970.02081910110.0047621317-0.03737571620.00483561920.01229540950.0048404899-0.02495389680.0048409053-0.01054266110.00494289020.01325553260.00501257340.01718800660.00503743880.01872523220.00503796730.03625810340.005040207-0.02832447830.005051349-0.01036576610.00511957650.03100538870.00513444460.04845998180.00517417370.01755800710.0052281989-0.02132870490.0052367189-0.00797116030.00526781530.01399376870.005276207-0.00049649270.0052822837-0.00999766240.00528435730.00617428650.0053680297-0.00725971570.0053789731-0.0186387240.00538245070.02172373080.00541059960.00694055130.00545631870.00187969920.00546135350.02580652220.00547836020.01422353770.00552896870.06650946790.005631656-0.02579127990.00567149970.00681969560.00568747240.00043893550.0056981936-0.00814581590.00578300460.03028033910.00578944150.01914990960.0057974462-0.01772489150.00582087160.03223153480.0058753785-0.01893582920.00592700810.00787945570.00595723460.03958783480.00597510070.03065293790.0060275761-0.01124639410.00612074540.00897502150.0061207618-0.00968579480.00612604570.04081180160.00618543530.03047330880.0062468750.00974572080.00624930290.05513704010.00625661660.04042290590.00625800370.02797345350.0063399518-0.0362015630.00647385110.00374616710.00651682220.00996582710.00652727870.01142957180.0065890340.02762202670.00659219170.01766414960.0066252434-0.02164111980.00663492580.01800777240.0066682857-0.01441337460.00672474090.01858267020.0067496522-0.02745551890.00676954950.0153552330.0068185579-0.00217688280.00681925790.0192652330.0068330985-0.00690673980.00686828060.03136973180.0068879365-0.02203288940.00690993340.00737703270.00697894270.04229547680.0070299879-0.01887316050.0070341856-0.02075300970.0070961554-0.01974938360.00709896240.00725806820.0070993060.02381083780.00710449620.01216808810.0071663239-0.01903860040.0072195245-0.01074964950.0072358818-0.00790603190.00725528880.00260173540.00727207050.01395154370.0072753573-0.00094222480.00728908440.01811013780.0073182127-0.0011495470.00733285840.01147441360.00738009860.00008066830.00749399610.00429966840.0075170380.00494468490.0075824932-0.00913899490.0076157570.0146814540.00763588750.00358434190.00763611510.00869323640.00768310180.02680880280.0077094012-0.00535858470.00779105550.03726042420.00779525910.0034113060.00779814440.04732068270.00783482930.00511313970.0078553789-0.00921046260.00786654850.01827934590.0078667698-0.01323529410.0079025080.04907841150.00791927170.04674405810.00801392550.00257250330.0080143433-0.00855802610.0080666589-0.00819339080.0081301854-0.00372522210.0081371987-0.03460083080.00814774040.06357409710.00820775240.0255405650.0082091169-0.01516863340.00826766390.03913043480.00836331830.01623830920.00844502750.01322124430.0084751081-0.01380753320.0084867318-0.01138529610.00852695230.01063360430.0085308470.06152625150.00854346320.02663596240.0087088310.00872559480.00875298950.02596713730.0087630974-0.01669662620.0088355697-0.01259549080.00899670650.01544918860.00901779080.04092389630.00905232630.0235228540.0090577474-0.00687962050.00915748890.00640782550.0091759625-0.02489831140.00924336830.03457146290.00924683750.03936040740.00926499960.0282016920.00932720740.00305799520.00954368470.00734476910.0097309443-0.01398552190.00979475510.00703968590.0098117853-0.00332784420.00986345590.02573970850.0100188127-0.02274539920.0103628895-0.0086937383To resize chart data range, drag lower right corner of range.

Chart1-0.0417724688-0.029707008-0.0127448498-0.0300470103-0.02457747560.0265248227-0.04889505860.0031605787-0.0340861628-0.0186622259-0.01870549620.00175466090.01042248530.04102908790.04308607280.0317411007-0.00190085940.0007020757-0.0098173763-0.00454457660.033946123-0.0103314912-0.0093781808-0.01718669960.0159735089-0.0098580863-0.00063466690.0081151042-0.01633573270.01079258240.0030425880.0009887024-0.02024166860.0228707396-0.02776576970.01735268920.02158024490.03156426650.0092342417-0.0406283460.03020367090.0320533192-0.00075179210.006557061-0.0186509053-0.01860752450.02646020990.00314045650.00662805310.0421789617-0.0040298648

Y-Values

Sheet1X-ValuesY-Values-0.0411566771-0.0417724688-0.0161937356-0.029707008-0.0104174774-0.0127448498-0.0093605796-0.0300470103-0.0072512511-0.0245774756-0.00718872240.0265248227-0.0069228079-0.0488950586-0.00409967790.0031605787-0.0035716023-0.0340861628-0.0029515455-0.0186622259-0.0027283374-0.0187054962-0.00206594440.0017546609-0.00114600210.0104224853-0.00106159280.0410290879-0.00064962170.04308607280.00004527610.03174110070.0001533528-0.00190085940.00043740780.00070207570.0005821741-0.00981737630.0015439374-0.00454457660.00205432570.0339461230.0022109623-0.01033149120.0023063475-0.00937818080.0023239034-0.01718669960.00233671280.01597350890.0029562269-0.00985808630.0034231155-0.00063466690.00381859680.00811510420.0039780587-0.01633573270.00409468650.01079258240.00422805440.0030425880.0044145050.00098870240.0045078532-0.02024166860.00499347150.02287073960.0052632554-0.02776576970.00539320980.01735268920.00557680.02158024490.00588342390.03156426650.00595816470.00923424170.0059792197-0.0406283460.00613674250.03020367090.00633885390.03205331920.0063713832-0.00075179210.00661802350.0065570610.0068048117-0.01865090530.0069478226-0.01860752450.00696450090.02646020990.00735089160.00314045650.00747081040.00662805310.00853834320.04217896170.0100750024-0.0040298648To resize chart data range, drag lower right corner of range.

Chart1-0.029707008-0.0127448498-0.0300470103-0.02457747560.0265248227-0.04889505860.0031605787-0.0340861628-0.0186622259-0.01870549620.00175466090.01042248530.04102908790.04308607280.0317411007-0.00190085940.0007020757-0.0098173763-0.00454457660.033946123-0.0103314912-0.0093781808-0.01718669960.0159735089-0.0098580863-0.00063466690.0081151042-0.01633573270.01079258240.0030425880.0009887024-0.02024166860.0228707396-0.02776576970.01735268920.02158024490.03156426650.0092342417-0.0406283460.03020367090.0320533192-0.00075179210.006557061-0.0186509053-0.01860752450.02646020990.00314045650.00662805310.0421789617-0.0040298648

Y-Values

Sheet1X-ValuesY-Values-0.0161937356-0.029707008-0.0104174774-0.0127448498-0.0093605796-0.0300470103-0.0072512511-0.0245774756-0.00718872240.0265248227-0.0069228079-0.0488950586-0.00409967790.0031605787-0.0035716023-0.0340861628-0.0029515455-0.0186622259-0.0027283374-0.0187054962-0.00206594440.0017546609-0.00114600210.0104224853-0.00106159280.0410290879-0.00064962170.04308607280.00004527610.03174110070.0001533528-0.00190085940.00043740780.00070207570.0005821741-0.00981737630.0015439374-0.00454457660.00205432570.0339461230.0022109623-0.01033149120.0023063475-0.00937818080.0023239034-0.01718669960.00233671280.01597350890.0029562269-0.00985808630.0034231155-0.00063466690.00381859680.00811510420.0039780587-0.01633573270.00409468650.01079258240.00422805440.0030425880.0044145050.00098870240.0045078532-0.02024166860.00499347150.02287073960.0052632554-0.02776576970.00539320980.01735268920.00557680.02158024490.00588342390.03156426650.00595816470.00923424170.0059792197-0.0406283460.00613674250.03020367090.00633885390.03205331920.0063713832-0.00075179210.00661802350.0065570610.0068048117-0.01865090530.0069478226-0.01860752450.00696450090.02646020990.00735089160.00314045650.00747081040.00662805310.00853834320.04217896170.0100750024-0.0040298648To resize chart data range, drag lower right corner of range.