1972270conference 1 International Commodities Trading Ppt

20
Commodities : International Environment & Trading (OFIN 2290A) Franck Pradier – Commodities Derivatives Trading– February 2008 1 –International Commodities Trading

description

Commodities

Transcript of 1972270conference 1 International Commodities Trading Ppt

  • Commodities : International Environment & Trading (OFIN 2290A)Franck Pradier Commodities Derivatives Trading February 20081 International Commodities Trading

  • *History of Commodities Classical civilizations built complex global markets trading gold or silver for spices, cloth, wood and weapons, most of which had standards of quality and timeliness.

    The modern commodity markets have their roots in the trading of agricultural products. While wheat and corn, cattle and pigs, were widely traded using standard instruments in the 19th century in the United States, other basic foodstuffs such as soybeans were only added quite recently in most markets. For a commodity market to be established there must be very broad consensus on the variations in the product that make it acceptable for one purpose or another. The economic impact of the development of commodity markets is hard to over-estimate. Through the 19th century "the exchanges became effective spokesmen for, and innovators of, improvements in transportation, warehousing, and financing, which paved the way to expanded interstate and international trade.

    Commodity exchanges began in the middle of the 19th century, when businessmen began organizing market forums to make buying and selling of commodities easier. These marketplaces provided a place for buyers and sellers to set the quality, standards, and establish rules of business. By the late 1800s about 1,600 marketplaces had sprung up at ports and railroad stations.

    The London Metal Market and Exchange Company was founded in 1877 but the market traces its origins back to 1571 and the opening of the Royal Exchange. At first only copper was traded, lead and zinc were soon added but only gained official trading status in 1920.

    The Chicago Board of Trade was founded in 1848. The NYBOT in 1870. The NYMEX in 1882. The COMEX in 1933.

  • *Commodities World MapUS: Oil, NG (19%), Coal (20%), Ethanol (35%), Gold Silver, Alu, Copper, Lead, Wheat, Corn (41%), Cotton, Soybean (38%), SugarChina: Oil, Coal (42%), Ethanol, Gold, Silver, Base Metals, Steel, Corn, Cotton, Soybean, WheatBrazil: Oil, Ethanol (35%), Alu, Coffee, Soybean, SugarSouth Africa: Oil, Coal, Gold (12%), Platinum (78%)Russia: Oil (11%), NG (22%), Gold (7%), Silver, Alu, NickelAustralia: Oil, Coal, Gold (10%), Silver, Alu, Copper, Lead, NickelIndia: Coal, Ethanol, Alu, Cotton, WheatCanada: Oil, NG (7%), Gold, Silver, LumberSaudi Arabia: Oil (12%), NG (3%)

  • *Key facts1. Physical Commodity trading represents around :

    Where: Crude Oil $3 120 BilRefined Products $3 600 BilElectricity $1 000 BilNatural Gas $ 800 BilCoal $ 700 BilEmissions Eur 48 BilWheat $ 50 BilCotton $ 20 BilSugar$ 40 BilAluminium$ 101 BilCopper $ 132 BilZinc $ 28 Bil Steel $ 700 BilGold$ 82 BilSilver $ 13 Bil

    Commodities Derivatives Trading represents in comparison : $ 300 Bil turnover /day

    2. Commodities markets have some intrinsic characteristics:

    High Volatilities & SpikesLong term trendsSeasonalityHigh speculationPhysical deliveryVery sensitive to International PoliticsPrice not all the time driven by fundamentals like production, stocksEach commodity markets have their own regulation & standards Energy Commodities have a strong interrelationship together

  • *Trends & Cycles

  • *Trends & Cycles

  • *Trends & Fundamentals

  • *Interrelationships within the energy market EmissionsPowerGasLPGOil ProductsCrude OilRefining MarginBioFuelsCoal

  • *Crude Oil West Texas Intermediate$/bbl+210% in 15 months

  • *US Gasoline RBOB+185% in 15 months

  • *Coal API2+320% in 26 months

  • *Gold Spot+350% in 6 years & +150% in 8 months

  • *Corn +250% in 16 months

  • *Soybean+300% in 15 months

  • *Wheat+416% in 15 months

  • *Base MetalsPrice of H.G. Aluminium relative to other base metalsNickelZincAluminium CopperJan 2003 Price = 100

    Chart5

    100100100100

    99.593646102799.5394534848101.1658031088125.4008438819

    99.6675286295100.5219527172101.2953367876127.4261603376

    99.6305873661101.6272643537101.5544041451129.9578059072

    100.2585888437100.5219527172102.396373057133.3333333333

    99.9630587366101.2281240405101.6839378238134.9367088608

    99.8522349464102.364138778101.4248704663133.417721519

    99.5567048393103.0396070003101.9430051813134.7679324895

    101.2190616919103.4694504145103.5621761658133.6708860759

    101.8470631696102.5176542831104.2098445596135.2742616034

    101.9578869597103.9607000307103.8860103627134.7679324895

    101.2929442187103.8378876266105.1813471503135.358649789

    102.1056520133104.3291372429105.310880829139.9156118143

    102.364240857104.5133558489105.829015544142.447257384

    103.5094200222104.0835124348105.829015544141.6033755274

    104.1743627632103.0396070003105.2461139896144.3037974684

    104.5807166605102.7325759902103.0440414508144.8101265823

    103.8788326561103.5922628185102.9792746114141.4345991561

    103.7310676025105.9871046976102.9792746114136.8776371308

    105.3934244551106.7546822229104.792746114134.3459915612

    105.7258958256107.092416334106.3471502591141.6033755274

    104.6545991873105.3116364753106.7357512953138.5654008439

    105.2456594016105.3730426773105.5699481865142.447257384

    104.3960103436103.7764814246105.5051813472139.0717299578

    104.3221278168103.3773411115104.5336787565142.447257384

    103.5833025489105.4958550814102.8497409326140.253164557

    103.2508311784105.0046054652104.274611399141.2658227848

    105.3195419283104.1449186368104.1450777202145.4852320675

    104.3221278168101.9342953638104.1450777202144.388185654

    103.9157739195102.302732576102.3316062176143.4599156118

    101.8101219062102.7325759902101.8134715026139.9156118143

    102.1056520133101.8728891618101.2953367876144.641350211

    102.9922423347101.6886705557100.9067357513143.4599156118

    102.548947174102.241326374101.5544041451142.5316455696

    102.1056520133104.8203868591102.3316062176144.135021097

    102.7705947543106.1713233037103.1088082902148.5232067511

    103.5094200222105.4958550814105.6994818653148.6919831224

    104.6176579239107.1231194351105.1813471503150.3797468354

    105.2087181382106.6625729199106.6062176166150.8860759494

    105.7997783524105.0046054652106.9948186528152.9113924051

    105.947543406105.7414798895105.829015544149.7046413502

    104.913188031105.4651519804106.3471502591147.1729957806

    105.1348356114103.1010132023105.829015544150.2109704641

    104.4329516069102.9782007983104.274611399149.5358649789

    103.0661248615103.1624194044105.1813471503148.1856540084

    103.2877724418102.5483573841107.5129533679148.3544303797

    103.7310676025103.4694504145106.6062176166148.1856540084

    103.2877724418102.7325759902108.0310880829142.447257384

    104.3960103436101.5658581517106.4766839378144.7257383966

    103.9527151829102.0571077679105.5699481865139.746835443

    102.7336534909103.8378876266104.3393782383139.0717299578

    102.3272995936103.5308566165105.0518134715136.7088607595

    102.9922423347104.8203868591105.310880829136.8776371308

    102.2164758035103.5308566165105.4404145078138.5654008439

    102.8444772811104.758980657103.7564766839141.2658227848

    102.1795345401103.5308566165104.9222797927139.0717299578

    102.8444772811103.7764814246104.1450777202138.7341772152

    102.0317694865102.1185139699104.1450777202138.05907173

    102.031769486599.6008596868102.9792746114139.746835443

    100.332471370598.6797666564102.0725388601136.3713080169

    99.593646102797.666564323100.9067357513131.223628692

    100.147765053698.4341418483100.6476683938132.7426160338

    99.445881049197.5437519189101.5544041451131.3080168776

    99.298115995696.7147681916100.9067357513131.8143459916

    98.780938308197.390236413998.5751295337131.8143459916

    98.411525674299.109610070699.7409326425131.6455696203

    98.780938308198.2499232422100.6476683938133.5021097046

    98.928703361798.0657046362100.1295336788134.5147679325

    98.928703361797.236720908899.7409326425131.6455696203

    98.707055781398.556954252498.9637305699134.5147679325

    98.079054303798.4341418483100.518134715132.2362869198

    99.224233468899.969296899100.3886010363136.9620253165

    98.817879571599.6622658889101.2953367876134.5147679325

    99.741411156399.907890697101.0362694301138.4810126582

    100.84964905898.1271108382101.8134715026137.6371308017

    101.366826745598.495548050499.6113989637138.3966244726

    100.554118950997.206017807899.3523316062134.0084388186

    100.84964905896.960392999799.481865285131.8987341772

    100.110823790297.390236413999.3523316062132.0675105485

    100.036941263498.464844949399.481865285132.5738396624

    99.519763575998.6183604544100.518134715132.7426160338

    100.258588843798.8025790605101.5544041451134.9367088608

    101.145179165197.3902364139100.9067357513135.5274261603

    101.292944218797.8200798281100138.05907173

    100.701884004499.232422474799.481865285135.6962025316

    101.51459179910099.8704663212136.3713080169

    102.992242334799.7850782929100.1943005181137.2995780591

    103.0291835981100.7061713233100.3886010363138.2278481013

    103.3247137052102.9167945963100.3886010363136.3713080169

    103.5094200222103.0396070003102.7202072539137.552742616

    103.8049501293103.2852318084103.3678756477137.7215189873

    104.24824529102.7325759902104.3393782383137.3839662447

    104.6176579239102.7018728892103.2383419689140.7594936709

    103.8418913927102.42554498102.5259067358141.4345991561

    104.063538973103.8992938287101.9430051813139.6624472574

    104.24824529103.9299969297103.8860103627137.805907173

    104.8393055042103.3159349094103.2383419689140.8438818565

    104.24824529105.3116364753102.4611398964145.4852320675

    103.4355374954103.9607000307103.2383419689142.6160337553

    104.1743627632103.9607000307102.6554404145145.9071729958

    103.3247137052105.1274178692101.2953367876146.4135021097

    103.5833025489106.7239791219101.6839378238150.5485232068

    104.3960103436106.0792140006104.274611399150.0421940928

    105.762837089105.3116364753105.310880829157.8902953586

    105.4673069819105.6800736874104.4041450777156.4556962025

    104.6176579239105.5572612834104.9222797927156.4556962025

    104.2851865534104.2370279398105.1813471503158.5654008439

    104.8393055042103.6843721216103.7564766839155.2742616034

    103.1400073883103.7764814246103.1088082902152.7426160338

    102.1795345401104.2677310408102.4611398964154.8523206751

    101.7362393794103.2238256064102.914507772153.0801687764

    102.2903583303103.0396070003102.8497409326149.1139240506

    101.2190616919105.0660116672103.1088082902146.4135021097

    101.0712966383105.5879643844104.274611399143.4599156118

    103.2508311784105.5572612834105.4404145078147.0042194093

    103.8788326561104.697574455105.1165803109147.8481012658

    103.0661248615103.7764814246103.8860103627148.1856540084

    102.2903583303103.7150752226103.7564766839143.4599156118

    101.3298854821102.9474976973104.2098445596139.4936708861

    101.8470631696102.272029475104.0155440415141.0126582278

    101.6623568526102.9782007983103.3678756477141.2658227848

    101.1451791651101.6272643537103.7564766839141.7721518987

    101.8470631696100.8596868284103.6269430052143.1223628692

    100.849649058102.364138778104.0155440415138.5654008439

    100.8127077946101.2895302426105.5699481865140.0843881857

    102.1795345401101.7807798588105.829015544143.1223628692

    100.9974141116103.2852318084105.9585492228139.746835443

    101.5884743258103.8378876266107.4481865285141.6033755274

    103.1400073883104.3291372429107.1243523316145.8227848101

    103.4355374954105.0660116672107.1243523316145.4852320675

    104.3221278168105.1274178692107.6424870466147.0042194093

    104.24824529107.1538225361108.1606217617148.5232067511

    104.1004802364106.6011667178110.3626943005148.5232067511

    104.9870705578106.3555419097110.4922279793150.0421940928

    104.1743627632106.0485108996109.4559585492148.1012658228

    103.9527151829105.6186674854109.4559585492147.9324894515

    103.2877724418104.5133558489109.8445595855145.8227848101

    103.9527151829104.3291372429110.103626943148.0168776371

    103.2508311784104.8203868591110.3626943005146.1603375527

    102.7705947543106.7853853239110.8808290155147.1729957806

    103.8049501293107.6143690513111.3989637306146.835443038

    106.3908385667108.5354620817112.0466321244150.2109704641

    106.3908385667108.5047589807112.6943005181155.1054852321

    106.5386036202107.8292907584112.1761658031155.4430379747

    107.4251939416109.6714768192110.8808290155157.2151898734

    106.0214259328109.5486644151112.9533678756154.0928270042

    107.9423716291108.5661651827112.1113989637156.6244725738

    107.2774288881108.8117899908111.3989637306153.7552742616

    106.1691909863108.1977279705111.5284974093154.4303797468

    106.0953084595109.7328830212111.2046632124154.0084388186

    105.7997783524107.8906969604112.3704663212153.5021097046

    106.7602512006108.4433527786108.2901554404155.611814346

    104.6176579239106.7546822229107.9015544041150.8860759494

    104.5437753971106.6011667178107.5129533679151.9831223629

    104.5437753971107.6450721523107.2538860104153.0801687764

    105.0609530846106.6011667178108.0310880829154.0084388186

    105.947543406107.4915566472104.9222797927156.2869198312

    105.3934244551108.1670248695103.4974093264155.611814346

    105.0240118212108.5047589807105.1813471503158.05907173

    106.3908385667107.8292907584105.1813471503163.3755274262

    106.0953084595108.7503837888105.4404145078161.94092827

    104.6915404507108.4433527786105.310880829161.6877637131

    105.8736608792107.8292907584104.5336787565161.1814345992

    105.4303657185107.3994473442105.0518134715159.1561181435

    105.7258958256106.4783543138105.0518134715156.4556962025

    104.9501292944108.4433527786106.7357512953156.2869198312

    105.5781307721108.8731961928106.9300518135158.4810126582

    105.947543406109.7328830212107.2538860104160.6751054852

    105.947543406111.2680380718108.5492227979166.7510548523

    106.9080162542110.3469450414106.6062176166167.5949367089

    105.7258958256112.0049124962107.7720207254162.447257384

    106.9080162542111.3908504759108.1606217617165.7383966245

    106.1691909863110.1627264354106.8652849741164.5569620253

    102.7705947543108.9960085969107.1243523316162.5316455696

    101.8470631696111.51366288107.4481865285163.3755274262

    104.6176579239110.2855388394106.6062176166166.0759493671

    104.24824529110.8381946577107.3834196891165.4008438819

    104.4698928703109.8556954252107.0595854922166.582278481

    104.0265977096110.6539760516107.2538860104166.3291139241

    104.1004802364111.2987411729107.189119171168.2700421941

    104.8393055042112.0049124962108.5492227979170.4641350211

    106.1322497229112.0970217992108.5492227979170.7172995781

    106.0953084595111.3601473749108.6787564767173.0801687764

    105.7258958256112.0663186982110.2331606218171.8987341772

    106.2061322497111.605772183110.4922279793172.9957805907

    106.1691909863110.6846791526110.2331606218173.5021097046

    104.3960103436111.2680380718109.585492228171.3080168776

    105.2087181382110.4083512435109.3264248705171.8987341772

    104.9501292944110.6539760516109.1968911917169.8734177215

    105.1348356114112.0663186982109.9740932642169.6202531646

    105.6520132989112.7417869205111.0103626943174.1772151899

    106.2800147765112.4347559103113.2124352332176.2025316456

    106.1691909863113.847098557115.932642487177.2151898734

    107.7576653122114.7988946884115.5440414508179.4936708861

    108.5703731068115.0752225975117.0984455959181.2658227848

    109.8633173255115.6278784157116.8393782383182.9535864979

    109.346139638118.7902978201120.3367875648183.9662447257

    110.7868489102117.8385016887117.0984455959190.2109704641

    108.9767270041120.6017807799118.6528497409185.4852320675

    109.9371998522120.5403745778120.207253886185.6540084388

    111.1932028075120.0491249616118.5880829016185.0632911392

    111.5626154414122.4439668407120.4663212435182.447257384

    111.710380495121.8913110224120.3367875648187.5105485232

    110.6760251201123.303653669122.0207253886190.8860759494

    110.9715552272121.7377955173120.9196891192192.2362869198

    109.8633173255120.3561559718119.689119171188.1856540084

    109.7155522719122.0755296285120.725388601183.2911392405

    110.8976727004121.9527172244120.725388601188.6919831224

    110.1588474326123.7334970832123.7046632124189.3670886076

    111.5995567048126.0055265582122.8626943005193.0801687764

    112.6708533432126.9266195886125.3886010363197.805907173

    112.3014407093125.698495548120.0777202073200.4219409283

    111.3409678611128.6459932453122.6683937824196.9620253165

    112.560029553129.1372428615121.6968911917205.9071729958

    111.710380495127.909118821120.9844559585199.1561181435

    111.2670853343128.1547436291118.7823834197201.6877637131

    111.8581455486125.4528707399118.7823834197202.5316455696

    110.7499076468127.2950568007120.207253886198.3122362869

    111.6364979682128.8302118514122.2797927461203.7130801688

    112.8186183967127.847712619121.2435233161206.7510548523

    112.1906169191128.6459932453122.4093264249204.7257383966

    113.1141485039125.4528707399117.2279792746210.8016877637

    111.4887329147126.0669327602119.9481865285203.5443037975

    111.7842630218124.7774025177120.207253886204.135021097

    112.2275581825120.90881179117.8756476684203.7974683544

    110.7499076468121.0930303961118.4585492228199.8312236287

    111.5256741781122.8124040528120.725388601198.7341772152

    112.1536756557121.7992017194119.9481865285204.0506329114

    111.6364979682122.3825606386120.3367875648203.5443037975

    111.7473217584123.9791218913122.1502590674203.0379746835

    112.3014407093127.1108381947123.7046632124204.641350211

    113.7790912449128.8302118514124.7409326425206.6666666667

    114.444033986130.6723979122126.8134715026211.1392405063

    115.4783893609132.7295056801127.7202072539211.8143459916

    115.6261544145130.6109917102127.0725388601215.864978903

    115.1828592538130.9180227203127.7202072539214.3459915612

    114.7395640931131.3478661345126.5544041451216.0337552743

    114.6656815663131.9005219527127.3316062176218.2278481013

    115.3306243074131.6548971446127.8497409326223.1223628692

    115.2567417806131.4706785385127.8497409326223.8818565401

    114.2962689324132.483880872128.7564766839221.2658227848

    115.1828592538133.6813018115128.1088082902227.3417721519

    115.773919468135.2778630642129.0155440415227.8481012658

    116.3280384189134.1725514277128.1088082902241.3502109705

    115.9216845216136.6287995088129.274611399246.4135021097

    116.3649796823137.4270801351130.0518134715249.7890295359

    116.8821573698136.3217684986128.1088082902250.7172995781

    115.9955670484137.3656739331129.9222797927253.0801687764

    116.6605097894137.5498925391130.0518134715264.7257383966

    117.6948651644140.0675468222130.6994818653267.5105485232

    117.5471001108139.8833282162131.0880829016276.4556962025

    117.9165127447141.2956708628131.7357512953278.4810126582

    118.2120428519144.181762358134.7150259067278.4810126582

    119.6158108607145.9625422168135.621761658284.0506329114

    119.1725157143.8133251458133.0310880829288.6075949367

    118.5814554858143.4448879337132.5129533679257.552742616

    118.2120428519147.6205096715136.1398963731257.805907173

    119.6158108607148.4801964998134.9740932642271.7299578059

    119.6896933875145.5941050046133.8082901554271.7299578059

    118.8031030661145.6555112066133.4196891192250.6329113924

    118.3967491688147.1292600553134.1968911917241.3502109705

    120.2807536018144.8572305803132.1243523316227.8481012658

    119.1725157146.6380104391131.9948186528234.5991561181

    119.8743997045148.725821308133.0310880829248.9451476793

    119.6158108607150.4451949647134.7797927461236.7088607595

    120.1329885482150.3223825606135.2331606218254.0084388186

    120.5024011821150.9364445809134.1968911917251.9831223629

    121.1673439232151.059256985133.6787564767248.5232067511

    120.871813816150.1995701566131.6062176166251.4767932489

    120.7979312892149.8311329444131.6062176166244.7257383966

    120.1329885482151.3662879951134.9740932642243.8818565401

    122.1278167713150.6908197728133.3549222798251.4767932489

    121.4998152937153.3312864599135.103626943246.4978902954

    122.3494643517153.3312864599136.2694300518258.2278481013

    121.6845216106156.2173779552138.4715025907251.4767932489

    122.6449944588156.7700337734138.2124352332252.3206751055

    123.4577022534156.8314399754139.1839378238250.6329113924

    123.1621721463157.9367516119139.6373056995251.0548523207

    124.1226449945158.3051888241139.5077720207254.4303797468

    123.605467307157.5069081977138.9896373057255.6962025316

    123.2360546731160.392999693140.2849740933256.9620253165

    125.2308828962165.9195578753142.7461139896253.164556962

    127.0779460658165.182683451141.8393782383260.5907172996

    127.0779460658167.6389315321143.5233160622259.9156118143

    127.4473586997173.5339269266146.2435233161259.9156118143

    128.9250092353171.3233036537143.7823834197260.7594936709

    128.0384189139176.3586122198145.3367875648261.6033755274

    128.2231252309176.4814246239145.0777202073261.2658227848

    127.5951237532175.8059564016144.3005181347254.8523206751

    126.7085334318177.4639238563147.6683937824236.6244725738

    127.9645363871181.332514584146.3730569948242.6160337553

    127.2257111193179.4289223212148.1865284974244.3037974684

    126.8562984854180.4114215536147.4093264249244.388185654

    127.4104174363186.06079214149.2227979275244.388185654

    129.1466568157184.3414184833148.8341968912248.5232067511

    127.4473586997174.7006447651142.4870466321241.3502109705

    123.1621721463177.1568928462142.6165803109233.7552742616

    123.0144070927179.9201719374145.4663212435220.253164557

    124.1965275212175.7445501996144.4300518135225.3164556962

    123.3099371999170.4636168253141.9689119171223.6286919831

    121.906169191173.2883021185143.1347150259219.8312236287

    121.4628740303178.2622044827145.3367875648221.94092827

    124.5659401552175.8673626036143.9119170984220.253164557

    122.7927595124179.9201719374145.4663212435217.7215189873

    123.3838197266183.8501688671148.7046632124214.3459915612

    125.304765423180.5342339576146.3730569948233.7552742616

    123.1621721463183.727356463147.6683937824232.9113924051

    123.9748799409184.4642308873148.3160621762238.8185654008

    123.9748799409182.0693890083146.6321243523238.8185654008

    123.0882896195180.2886091495143.3937823834234.5991561181

    121.4628740303182.4992324225143.9119170984234.5991561181

    122.3494643517178.4464230887141.3212435233242.194092827

    121.8322866642181.5781393921142.6165803109235.4430379747

    123.9748799409182.4378262204143.2642487047239.6624472574

    123.9748799409181.2711083819142.8756476684237.805907173

    124.4920576284182.9904820387143.7823834197234.1772151899

    127.66900628185.1396991096147.4093264249236.2869198312

    128.9250092353182.7755603316145.5958549223244.7257383966

    129.8115995567176.849861836135.2331606218241.7721518987

    128.1123014407179.3061099171137.1113989637234.1772151899

    129.2944218692176.5428308259135.4922279793241.3502109705

    128.9250092353176.3586122198134.5207253886234.5991561181

    129.2205393424173.2883021185132.1243523316232.9113924051

    129.2944218692175.4989253915133.1606217617217.7215189873

    132.3236054673174.7006447651131.2176165803218.9873417722

    133.5057258958179.2447037151133.1606217617213.417721519

    134.9833764315181.7623579982133.1606217617221.2658227848

    135.7222016993177.1568928462134.9740932642213.5021097046

    135.7222016993166.6564322997131.7357512953216.8776371308

    127.0779460658166.1037764814132.0595854922209.7046413502

    126.6346509051166.4722136936134.3264248705203.3755274262

    127.004063539166.8406509057134.7150259067202.447257384

    127.0779460658167.7003377341135.9455958549197.4683544304

    128.1861839675158.4280012281132.5129533679193.3333333333

    122.7188769856161.6211237335135.2331606218180.5907172996

    122.8666420392162.849247774135.103626943189.5358649789

    123.3838197266165.6125268652134.9740932642188.1856540084

    124.7137052087166.3494012895136.0103626943184.3037974684

    123.8640561507167.0248695118137.1761658031190.2953586498

    123.2360546731160.0859686828133.9378238342186.0759493671

    121.6845216106156.1559717531131.4766839378184.7257383966

    115.1828592538159.4105004605132.7720207254180.5907172996

    117.5471001108160.454405895133.8082901554178.9029535865

    119.0986331733158.4894074302131.7357512953185.2320675105

    117.6209826376159.2876880565132.1243523316181.2658227848

    119.3202807536154.3137856924131.6062176166183.1223628692

    116.9560398966154.9278477126132.9663212435178.05907173

    120.0591060214159.2876880565136.1398963731183.8818565401

    120.7240487625158.9806570464136.5284974093185.5696202532

    119.9852234946163.5247159963135.621761658186.6666666667

    121.3520502401165.182683451138.2124352332195.358649789

    122.1278167713164.5072152287137.9533678756197.0464135021

    121.1673439232165.059871047141.1917098446198.3122362869

    122.7188769856170.3408044212142.4870466321197.2151898734

    123.5315847802170.3408044212143.7823834197204.2194092827

    125.0831178426172.9198649064144.4948186528205.4852320675

    126.1913557444168.7442431686141.5803108808208.8607594937

    123.605467307168.4986183605143.7823834197202.5316455696

    124.3442925748165.6739330672140.1554404145205.0632911392

    122.7188769856170.4022106233143.0051813472199.1561181435

    124.4181751016166.6564322997141.7098445596205.4852320675

    123.2360546731159.7789376727139.1191709845207.5949367089

    121.3889915035157.8139392079137.3056994819203.3755274262

    121.1673439232156.8314399754133.2901554404210.1265822785

    120.7979312892156.4015965613131.3471502591215.611814346

    121.3889915035160.2701872889132.9015544041218.5654008439

    121.906169191158.7350322383131.4766839378216.8776371308

    123.9009974141161.4983113294132.7720207254217.805907173

    125.4525304765160.577218299132.9015544041236.2869198312

    126.1174732176161.1298741173132.1243523316243.2067510549

    126.6346509051156.6165182683125.3886010363246.835443038

    125.0092353158158.7350322383126.9430051813246.835443038

    125.8219431105164.4458090267129.5984455959245.5696202532

    127.7428888068162.72643537129.0155440415248.2700421941

    127.5951237532163.1562787842129.4041450777249.7890295359

    126.8932397488158.6122198342127.0725388601248.9451476793

    125.2308828962162.72643537128.4974093264243.8818565401

    127.2257111193165.182683451127.7202072539256.1181434599

    126.8562984854164.6300276328128.4974093264254.0084388186

    126.7824159586167.9459625422131.0880829016255.6962025316

    127.9275951238163.8931532085129.5336787565263.7130801688

    127.0779460658168.8056493706131.3471502591261.94092827

    128.9250092353168.4986183605131.7357512953265.7383966245

    129.8115995567171.5996315628131.7357512953260.7594936709

    129.4421869228170.5864292294132.189119171262.0253164557

    128.5555966014170.3715075223130.310880829251.5611814346

    127.4473586997171.3847098557130.9585492228252.7426160338

    127.8167713336172.3058028861130.9585492228253.164556962

    127.66900628174.2093951489130.5699481865251.8987341772

    128.9250092353173.5339269266127.6554404145248.8607594937

    128.2600664943170.9548664415128.5621761658248.9451476793

    127.0779460658169.3276020878127.5906735751254.8523206751

    125.4525304765171.5075222597128.4974093264251.8987341772

    125.6741780569166.6564322997126.9430051813252.8270042194

    122.9405245659166.5950260976127.9792746114235.4430379747

    123.0144070927163.5247159963127.4611398964237.9746835443

    122.4233468785167.9459625422130.3756476684229.5358649789

    124.3442925748171.0776788456133.9378238342231.223628692

    124.270410048172.9198649064134.9740932642233.7552742616

    125.304765423173.0426773104134.585492228230.8016877637

    125.2308828962172.3672090881135.5569948187234.5991561181

    125.4525304765172.060178078133.8082901554229.9578059072

    124.5659401552171.2618974516132.2538860104227.0042194093

    124.7137052087170.8320540375129.5984455959218.1434599156

    124.4920576284166.9020571078126.1010362694216.8776371308

    123.0144070927168.0073687442127.4611398964223.6286919831

    124.3442925748169.788148603126.5544041451227.4261603376

    124.4920576284170.2179920172127.8497409326222.7848101266

    126.7085334318175.4375191894129.792746114222.7848101266

    127.66900628173.8409579368129.7279792746225.3164556962

    127.7428888068173.3497083205127.8497409326228.9451476793

    126.7824159586169.5425237949127.2020725389230.2953586498

    126.4868858515171.6917408658128.6917098446232.9113924051

    128.0384189139169.788148603126.0362694301240.5063291139

    128.0753601773166.5950260976125.3886010363230.3797468354

    126.2652382711167.9766656432126.2953367876225.3164556962

    126.4130033247166.1651826835126.5544041451227.0886075949

    125.0092353158167.8231501382127.0725388601227.0042194093

    125.6741780569169.726742401126.1658031088214.3459915612

    125.6741780569170.9548664415126.1658031088213.9240506329

    125.3786479498170.3408044212126.1010362694209.2827004219

    125.5633542667167.7617439361124.2227979275214.7679324895

    124.5659401552165.8581516733124.6113989637209.7046413502

    122.2755818249167.2090881179124.6113989637206.7510548523

    122.7188769856169.1433834817126.1658031088206.3291139241

    123.8271148873167.9459625422126.0362694301208.8607594937

    123.4577022534168.9284617746126.2953367876205.0632911392

    123.5315847802171.2311943506127.2020725389202.447257384

    125.969708164171.0776788456127.4611398964205.1476793249

    125.6002955301170.0337734111128.7564766839209.7046413502

    125.6741780569169.9109610071128.2383419689213.0801687764

    126.1913557444173.3497083205127.4611398964221.0126582278

    126.5607683783172.8584587043125.3886010363217.9746835443

    126.3391207979174.9462695732127.0725388601215.611814346

    129.5160694496178.0165796745128.2383419689224.8945147679

    133.1363132619178.999078907131.6062176166225.7383966245

    133.7273734762180.0429843414132.1243523316238.8185654008

    134.0229035833178.7534540989131.7357512953247.2573839662

    132.6191355744181.332514584133.8082901554245.7383966245

    133.8751385297180.1043905434132.2538860104246.835443038

    132.3236054673183.604544059138.8601036269243.1223628692

    133.431843369184.0650905741143.5233160622251.4767932489

    136.3502031769183.9115750691143.3937823834277.2151898734

    134.466198744183.2054037458146.0492227979268.3544303797

    134.8356113779182.9290758367145.3367875648263.7130801688

    135.4266715922186.5520417562149.3523316062263.2911392405

    137.4214998153187.0432913724150.2590673575269.7046413502

    136.6087920207193.122505373151.8134715026275.5274261603

    138.8622090876192.8154743629153.7564766839286.4978902954

    137.1259697082189.9907890697149.7409326425272.5738396624

    135.2050240118172.8584587043139.2487046632267.5105485232

    127.004063539168.6214307645134.7150259067223.2067510549

    128.9250092353173.7795517347137.9533678756222.7848101266

    130.2548947174171.5689284618134.8445595855235.1054852321

    128.5555966014173.0119742094135.8808290155219.4936708861

    130.402659771171.8452563709134.8445595855224.4725738397

    128.9988917621173.4725207246136.1398963731224.4725738397

    129.2944218692172.182990482134.585492228224.4725738397

    129.2944218692168.8670555726132.2538860104224.0506329114

    128.4817140746171.4461160577135.3626943005219.4936708861

    129.2205393424171.9373656739134.9093264249221.0126582278

    130.7720724049168.9898679767132.7720207254225.1476793249

    130.402659771176.9726742401137.6943005181224.4725738397

    134.2445511636173.8409579368134.585492228233.5864978903

    133.431843369174.9462695732134.7150259067228.6919831224

    132.4713705209176.5428308259135.3626943005224.4725738397

    133.1363132619178.999078907140.0259067358229.5358649789

    133.8751385297181.332514584142.3575129534243.4599156118

    134.9094939047181.1789990789139.896373057242.194092827

    133.2101957887182.8676696346139.6373056995233.7552742616

    133.0624307351181.7623579982140.1554404145232.0675105485

    132.3236054673183.4510285539141.0621761658232.2362869198

    132.0280753602185.2011053116144.5595854922235.4430379747

    133.9859623199184.4642308873144.9481865285248.1012658228

    132.9146656816180.7798587657144.8186528497244.641350211

    132.5452530477185.6309487258147.4093264249240.5063291139

    133.801256003189.1311022413150.6476683938243.0379746835

    134.0967861101188.9468836352148.8341968912237.9746835443

    132.3974879941186.9204789684147.8626943005231.223628692

    131.3631326191188.455634019148.5751295337230.4641350211

    131.9911340968190.2364138778150.1295336788235.864978903

    135.131141485191.2803193123148.4455958549246.0759493671

    136.4979682305189.1925084434148.1865284974242.194092827

    136.9782046546191.0961007062152.2020725389238.05907173

    136.4610269671190.0521952717151.5544041451240.6751054852

    135.9438492796191.2189131102152.7202072539240.6751054852

    135.3527890654183.604544059150.7772020725239.1561181435

    133.8751385297184.3414184833152.2020725389219.8312236287

    133.5796084226183.604544059151.2953367876218.9873417722

    134.6139637976181.486030089151.5544041451217.7215189873

    135.3527890654175.9287688056147.7979274611220.253164557

    132.9885482083176.5735339269147.7979274611214.7679324895

    131.9541928334178.2622044827146.3730569948210.5485232068

    131.8803103066182.3764200184150.3238341969213.9240506329

    133.8751385297182.4992324225149.481865285219.2405063291

    132.6191355744184.9247774025153.7564766839217.7215189873

    134.7986701145185.6923549278156.4766839378223.6286919831

    135.3527890654186.2450107461158.5492227979224.0506329114

    135.4266715922188.9468836352160.2331606218228.6919831224

    137.1998522349189.7451642616159.3264248705247.2573839662

    138.529737717188.5170402211157.7720207254253.0801687764

    140.7462135205187.9643844028156.4766839378247.2573839662

    141.8544514222190.0214921707159.9740932642247.2573839662

    142.4455116365191.8943813325161.0103626943248.5232067511

    144.5881049132192.6926619589163.2124352332256.6244725738

    145.1791651274193.4295363832161.3989637306257.0464135021

    144.66198744178.8148603009151.5544041451251.0548523207

    133.2101957887182.3764200184156.5414507772239.6624472574

    134.8356113779181.2711083819156.3471502591243.0379746835

    133.5057258958182.8676696346159.3264248705244.7257383966

    134.0229035833181.8237642002157.6424870466253.164556962

    133.7273734762185.8151673319159.3264248705251.4767932489

    135.6113779091186.06079214159.4559585492254.8523206751

    136.3132619136184.2800122812160.103626943249.7890295359

    135.2050240118184.8326680995160.3626943005248.8607594937

    135.2419652752185.5695425238161.2694300518246.835443038

    134.6139637976184.8326680995162.0466321244249.3670886076

    135.500554119186.2450107461166.0621761658247.2573839662

    135.9438492796186.6748541603164.5077720207243.0379746835

    135.8699667529189.2539146454167.3575129534240.5907172996

    137.0520871814188.6398526251167.0984455959237.2151898734

    135.8330254895187.4731347866165.1554404145238.3966244726

    133.5057258958188.7626650292166.8393782383239.6624472574

    135.500554119187.4731347866165.6088082902243.0379746835

    135.0572589583189.4995394535166.9689119171243.0379746835

    136.0916143332189.2539146454168.0051813472243.4599156118

    136.6826745475186.7976665643167.3575129534245.1476793249

    136.0916143332184.8326680995165.8031088083245.5696202532

    134.6139637976184.5870432914167.4870466321245.9915611814

    135.1680827484182.5606386245165.2849740933249.029535865

    134.4292574806184.2186060792167.2279792746244.3037974684

    134.0229035833184.8326680995166.5803108808248.1012658228

    133.7643147396184.1571998772166.5803108808256.1181434599

    133.8751385297187.4731347866172.3445595855255.6962025316

    136.3132619136188.2100092109171.1139896373258.9029535865

    135.5744366457190.9732883021172.0207253886257.8902953586

    137.0520871814192.7540681609172.0207253886256.6244725738

    138.0864425563190.789069696172.6683937824263.7974683544

    138.6036202438193.8593797974176.2953367876259.9156118143

    141.0417436276198.0350015352177.9792746114257.3839662447

    142.962689324196.9910961007177.2020725389263.7130801688

    142.1499815294199.0789069696180.1813471503264.135021097

    145.1791651274198.1578139392180.829015544264.9789029536

    145.4746952346195.8857844642178.2383419689270.4641350211

    141.3372737348196.3156278784178.7564766839266.6666666667

    139.7118581455198.6490635554179.9222797927270.0421940928

    141.1895086812196.5612526865179.5336787565274.2616033755

    140.9678611008196.6226588885178.7564766839265.0632911392

    141.263391208197.1753147068181.2176165803262.0253164557

    143.627632065199.1403131716180.1813471503273.417721519

    145.0314000739199.2017193737182.6424870466272.5738396624

    144.66198744200.7982806263183.6787564767271.7299578059

    146.8045807167201.1053116365186.2694300518273.9240506329

    147.9128186184199.5087503838185.2331606218271.7299578059

    148.1344661987199.0175007676186.3989637306269.2827004219

    147.1001108238196.6840650906184.8445595855271.7299578059

    145.6963428149198.8332821615186.5284974093267.9324894515

    147.3217584041202.1492170709186.3989637306269.5358649789

    147.5434059845200.4912496162177.5906735751270.0421940928

    145.4746952346202.1492170709180.1813471503267.0886075949

    147.6172885113199.5701565858179.0155440415274.3459915612

    145.8441078685201.3509364446179.6632124352270.8860759494

    146.4351680827196.9910961007171.8911917098272.9957805907

    143.8492796454196.3156278784172.9922279793267.9324894515

    142.5193941633198.3420325453172.6683937824265.8227848101

    143.1843369043199.8771875959176.2953367876262.0253164557

    144.1448097525202.0264046669178.1088082902264.135021097

    145.7702253417198.4034387473174.481865285268.3544303797

    142.4455116365199.2631255757174.3523316062264.135021097

    143.2582194311198.6490635554175.518134715265.8227848101

    142.962689324201.7193736567176.9430051813264.9789029536

    144.2186922793202.0264046669177.8497409326276.7932489451

    144.5881049132201.8421860608176.9430051813273.417721519

    143.7753971186203.5001535155178.7564766839271.7299578059

    145.6224602881200.6140620203176.1658031088272.9957805907

    143.9231621721196.0700030703169.0414507772262.0253164557

    139.2685629849192.999692969162.6943005181256.5400843882

    137.4214998153195.394534848165.8031088083260.253164557

    137.6431473956195.394534848164.5725388601266.3291139241

    137.6431473956198.7718759595168.9119170984259.0717299578

    138.1603250831203.0703101013171.7616580311269.1983122363

    139.564093092199.5701565858168.3937823834270.8016877637

    137.1259697082201.2281240405169.3652849741268.776371308

    137.7909124492199.7543751919168.2642487047270.0421940928

    135.2050240118197.3595333129166.7098445596269.1983122363

    134.5400812708194.2278170095165.6735751295265.8227848101

    133.1363132619195.333128646165.0906735751264.5569620253

    133.801256003197.4209395149168.2642487047265.8227848101

    134.6139637976195.7629720602165.5440414508267.5105485232

    132.4713705209193.122505373161.6580310881263.2911392405

    130.4765422977194.9646914338162.9533678756264.135021097

    131.252308829194.9032852318162.8238341969270.0421940928

    130.7720724049197.2981271108163.8601036269268.776371308

    131.91725157197.9735953331164.7668393782274.2616033755

    131.91725157195.333128646163.2124352332282.7848101266

    129.6638345031190.1136014737159.3264248705281.8565400844

    129.0727742889184.3414184833158.5492227979283.5443037975

    127.004063539183.604544059158.5492227979278.4810126582

    126.7085334318184.5870432914160.621761658272.5738396624

    128.1123014407187.2889161805161.3989637306270.0421940928

    128.8511267085185.8151673319158.9378238342273.417721519

    128.1123014407184.3414184833159.7150259067269.1983122363

    127.2257111193186.3678231501161.0103626943268.3544303797

    128.1492427041187.2889161805162.3056994819270.0421940928

    128.703361655188.455634019164.2487046632273.2489451477

    129.2944218692189.6223518575165.6735751295275.1054852321

    129.5899519764188.8854774332165.2849740933276.7932489451

    128.9619504987187.0432913724166.4507772021274.2616033755

    128.703361655190.0521952717167.2279792746274.2616033755

    129.2205393424194.9032852318171.1139896373270.4641350211

    131.067602512200.7982806263171.6968911917276.3713080169

    132.2497229405201.1667178385169.4300518135281.94092827

    130.9198374584199.6929689899168.6528497409280.1687763713

    129.5160694496198.8332821615168.3937823834272.5738396624

    127.9645363871199.5087503838167.6165803109268.3544303797

    128.1861839675202.6404666871167.3575129534271.3080168776

    126.7085334318201.2281240405165.5440414508268.776371308

    125.7480605837199.7543751919163.2124352332274.3459915612

    126.3391207979201.8421860608167.3575129534270.0421940928

    128.1861839675203.7457783236169.5595854922272.5738396624

    129.0727742889208.2898372736170.5958549223272.1518987342

    131.2892500924207.2459318391170.0777202073273.5021097046

    132.766900628207.2459318391167.3575129534273.8396624473

    130.9198374584206.0178077986167.7461139896267.9324894515

    131.5108976727203.3773411115165.8031088083262.8691983122

    129.1466568157206.8160884249165.414507772250.970464135

    129.7377170299207.9214000614164.7668393782245.5696202532

    128.703361655206.0178077986160.6865284974245.5696202532

    127.1518285925206.2020264047161.9170984456247.2573839662

    128.4078315478203.8071845256159.3264248705248.0168776371

    127.0410048024196.8682836967155.1813471503246.2447257384

    124.7137052087198.4648449493154.2098445596244.5569620253

    125.3786479498200.2456248081154.274611399237.9746835443

    125.969708164203.9914031317158.0310880829240.9282700422

    128.3339490211203.5615597175156.4766839378247.2573839662

    127.9645363871206.4476512128158.8082901554246.2447257384

    131.8064277798206.6932760209159.8445595855249.3670886076

    134.2445511636204.9739023641156.7357512953249.7890295359

    133.3579608423204.4826527479155.9585492228249.3670886076

    134.0229035833205.5879643844158.0310880829240.0843881857

    136.1285555966206.6318698189155.5699481865242.6160337553

    135.9438492796206.5090574148152.5906735751242.194092827

    134.0229035833208.4740558796156.7357512953238.3966244726

    134.6878463243209.0267116979160.1683937824236.7088607595

    135.3527890654208.4740558796156.8652849741243.0379746835

    134.1706686369211.605772183158.9378238342237.1308016878

    135.500554119212.5268652134157.1243523316238.8185654008

    135.500554119211.8513969911157.3834196891236.7088607595

    134.8356113779214.3076450722160.2331606218237.9746835443

    136.5718507573216.4568621431162.8238341969237.552742616

    137.7909124492215.9656125269163.8601036269243.0379746835

    137.2737347617219.0973288302166.1917098446240.5063291139

    138.3080901367219.4657660424166.7098445596242.194092827

    139.2685629849220.2026404667168.0051813472237.9746835443

    140.3029183598219.5271722444168.0051813472242.1097046414

    139.0838566679219.0359226282166.9689119171239.6624472574

    139.3055042482218.7902978201166.9041450777240.0843881857

    138.3819726635214.2462388701164.2487046632243.8818565401

    136.6087920207217.3779551735165.932642487240.9282700422

    139.4902105652216.7638931532168.6528497409247.7637130802

    141.1895086812220.2640466687169.9481865285248.9451476793

    141.7066863687222.9045133558171.1139896373256.5400843882

    142.4824528999224.7466994166173.9637305699259.8312236287

    143.1843369043217.9920171937173.3160621762257.3839662447

    139.1946804581218.8517040221173.8341968912254.0084388186

    140.0812707795218.7902978201175.1295336788251.0548523207

    139.4163280384222.7817009518177.9792746114248.9451476793

    142.0760990026222.1676389315175.518134715255.2742616034

    141.8544514222220.4482652748174.8704663212251.4767932489

    139.4902105652219.6499846484173.3160621762251.0548523207

    139.1207979313221.6763893153175.518134715250.6329113924

    139.8596231991223.9484187903176.0362694301249.7890295359

    138.3819726635221.2465459011176.9430051813249.3670886076

    136.9043221278222.7202947498183.6787564767250.6329113924

    138.3819726635226.3432606693183.5492227979254.8523206751

    138.8991503509225.9134172551183.0310880829257.2151898734

    138.1603250831223.6413877802180.1813471503255.5274261603

    137.3845585519223.0273257599177.9792746114250.2109704641

    136.9043221278220.3868590728178.1088082902244.7257383966

    135.7960842261217.6849861836178.7564766839243.8818565401

    135.9438492796221.3693583052183.8082901554242.194092827

    137.4214998153220.2026404667181.6062176166245.5696202532

    137.5692648689218.8517040221179.9222797927241.8565400844

    136.6826745475217.2551427694176.8134715026235.864978903

    134.9094939047215.5357691127174.8704663212219.4092827004

    132.9146656816222.4746699417181.6062176166221.94092827

    134.7617288511226.2818544673182.8367875648227.8481012658

    134.0229035833230.273257599185.4922279793227.8481012658

    136.9782046546230.4574762051183.8082901554229.1139240506

    137.5692648689228.6152901443182.7720207254227.8481012658

    137.1998522349231.8084126497187.5647668394230.3797468354

    138.8991503509232.1154436598186.7875647668232.4894514768

    137.4214998153232.483880872182.9015544041226.582278481

    136.9782046546233.9576297206183.9378238342227.0886075949

    138.3819726635231.4706785385183.9378238342227.7637130802

    136.7565570743234.5102855388183.2901554404227.8481012658

    137.4953823421235.6155971753184.7150259067227.4261603376

    137.4953823421238.5630948726188.2124352332222.3628691983

    139.2685629849238.3788762665188.3419689119223.5443037975

    139.6379756188240.4052809334191.4507772021222.447257384

    140.9678611008240.5280933374191.4507772021221.5189873418

    140.5984484669243.7826220448193.6528497409214.7679324895

    142.7410417436239.484187903191.8393782383215.1898734177

    144.5142223864235.6770033773191.4507772021213.0801687764

    142.7410417436233.4049739024191.0621761658205.9071729958

    143.9231621721242.3702793982196.8911917098206.4135021097

    147.691171038242.9843414185196.8264248705212.4894514768

    146.8784632434241.2035615597195.4663212435208.4388185654

    146.1396379756242.5544980043196.1139896373203.3755274262

    145.9179903953235.1857537611188.9896373057204.2194092827

    142.2238640562236.8437212158192.3575129534202.5316455696

    143.1104543775242.2474669942196.8911917098200.4219409283

    145.1791651274240.3438747313195.8549222798198.3122362869

    143.4798670115239.7298127111198.5751295337199.5780590717

    144.8097524935238.1639545594199.8704663212204.2194092827

    144.0709272257240.2210623273200.1295336788202.5316455696

    146.5829331363239.484187903197.9274611399202.8691983122

    146.4351680827242.3702793982200.1295336788196.2869198312

    147.7650535648242.0018421861200.7772020725196.9620253165

    148.7624676764244.0282468529203.1088082902195.0210970464

    149.759881788244.0282468529204.1450777202197.4683544304

    149.0949390469242.9843414185204.6632124352205.0632911392

    148.6516438862242.6159042063204.5336787565206.7510548523

    148.9471739934246.1160577218206.2176165803200.8438818565

    149.6490579978252.0724593184208.5492227979200.3375527426

    151.7547100111253.3619895609207.3834196891200

    151.5330624307253.9760515812209.1968911917200.4219409283

    148.1344661987254.2216763893208.2901554404200.8438818565

    148.5038788327254.5287073994210.621761658198.05907173

    148.2822312523257.9060485109213.2124352332201.6877637131

    150.4987070558258.8271415413213.6010362694208.4388185654

    152.5674178057252.5023027326211.7875647668217.7215189873

    150.6464721093251.151366288210.2331606218212.2362869198

    152.124122645257.4762050967213.6010362694213.0801687764

    153.9711858146260.1166717838216.0621761658220.253164557

    155.522718877259.3797973595218.9119170984220.253164557

    156.372367935259.8710469757220.207253886220.253164557

    156.7048393055260.7307338041222.1502590674219.8312236287

    158.0347247876268.0994780473228.4974093264216.0337552743

    162.3937938678269.2047896838229.5336787565215.611814346

    161.8027336535269.6960393232.6424870466221.0970464135

    164.1300332471268.7749462696232.7720207254225.7383966245

    164.2408570373273.3804114216236.3989637306225.7383966245

    166.0879202069273.9944734418236.7875647668226.582278481

    165.1274473587273.5646300276237.8238341969236.2869198312

    167.417805689268.4679152594232.1243523316240.9282700422

    164.8319172516273.3190052195238.2124352332240.5063291139

    166.1618027337267.454712926234.8445595855239.4936708861

    164.019209457267.1783850169231.3471502591231.223628692

    164.0561507204273.5646300276237.6943005181229.9578059072

    165.4968599926271.4154129567236.0103626943236.2869198312

    164.684152198270.8013509364235.8808290155232.4894514768

    164.3886220909271.1083819466238.9896373057224.4725738397

    165.4968599926272.029474977245.4663212435223.2067510549

    165.9032138899273.5339269266243.6528497409226.0759493671

    168.1566309568275.2840036844244.4300518135229.1139240506

    167.8611008496272.6435369972244.689119171228.6919831224

    168.5999261175269.880257906247.2797927461225.3164556962

    168.2305134836272.6435369972249.0932642487227.8481012658

    168.6738086443278.7841571999252.5906735751234.5991561181

    170.2992242335277.0647835431254.7279792746237.9746835443

    169.9298115996277.1875959472254.6632124352241.3502109705

    170.5208718138281.1789990789254.9222797927241.7721518987

    171.6291097156280.9333742708255.829015544252.7426160338

    173.180642778280.4421246546259.7150259067252.7426160338

    174.5105282601278.968375806262.9533678756248.1012658228

    175.3232360547283.3896223519267.0336787565248.1012658228

    178.2046545992281.7316548971269.3652849741251.0548523207

    177.9830070188280.9333742708270.0777202073248.4388185654

    176.2098263761283.0211851397273.7694300518248.9451476793

    178.5740672331282.4071231194277.0725388601251.4767932489

    177.9830070188278.9069696039277.2020725389249.7890295359

    175.729589952282.5299355235283.1606217617246.4135021097

    179.6084226081285.3546208167288.7305699482251.0548523207

    180.9383080901293.5216456862297.9274611399249.7890295359

    184.1891392686293.1532084741293.3937823834254.8523206751

    182.4159586258297.5130488179291.4507772021250.2109704641

    183.6719615811297.2060178078297.8626943005259.9156118143

    185.3343184337297.2060178078298.7046632124258.6497890295

    185.8884373846298.6797666564304.792746114256.9620253165

    190.3952715183306.6318698189308.6787564767257.805907173

    193.4244551164308.2591341726312.0466321244256.5400843882

    194.5326930181310.6846791526310.621761658256.5400843882

    197.1185814555305.1888240712303.7564766839255.2742616034

    193.0550424825305.6186674854299.2227979275253.164556962

    192.3900997414308.2591341726303.1088082902253.164556962

    195.4192833395297.0832054037284.9740932642266.6666666667

    186.9227927595299.0482038686274.3523316062251.0548523207

    181.677133358303.3466380104283.0310880829254.0084388186

    183.376431474293.7058642923267.4870466321258.2278481013

    173.6239379387294.4427387166264.896373057251.8987341772

    171.8507572959295.241019343265.0259067358255.6962025316

    170.2992242335300.9517961314275.6476683938254.8523206751

    175.3232360547303.2238256064289.378238342255.6962025316

    179.0912449206304.4519496469288.2124352332256.1181434599

    179.0173623938299.907890697283.1606217617253.8396624473

    176.57923901297.8200798281292.7461139896251.8987341772

    179.2390099741286.152901443290.8031088083254.4303797468

    174.3627632065294.6269573227305.5699481865253.164556962

    178.7957148134298.1271108382305.0518134715252.3206751055

    175.1015884743305.0660116672310.2331606218250.6329113924

    178.5001847063304.574762051305.4404145078258.1434599156

    183.8197266346299.0482038686301.4248704663255.6962025316

    180.2733653491292.1707092416291.1917098446254.5147679325

    173.2545253048289.8372735646288.2124352332250.8016877637

    173.0328777244295.363831747289.2487046632248.1012658228

    175.3971185815296.2849247774296.6321243523249.4514767932

    175.8404137421299.6622658889294.9481865285252.3206751055

    177.6135943849301.8728891618296.7616580311250.6329113924

    181.7510158847303.9607000307301.5544041451251.0548523207

    180.7905430366302.364138778306.9948186528251.0548523207

    182.4898411526315.0138163955320.3367875648249.7890295359

    185.8884373846313.4786613448319.9481865285251.4767932489

    183.8197266346313.4786613448324.7409326425249.7046413502

    183.9674916882313.7242861529325.9067357513248.9451476793

    182.4159586258321.4614676082333.0310880829251.0548523207

    187.1444403399322.3825606386334.1968911917259.0717299578

    187.5877355006326.0669327602339.896373057256.5400843882

    188.7698559291326.3739637703339.896373057257.805907173

    187.8832656077327.909118821338.4715025907256.1181434599

    185.8884373846332.514583973345.8549222798254.0928270042

    187.2183228666330.9794289223342.6165803109260.7594936709

    182.5637236793344.7958243783354.9222797927257.3839662447

    186.1839674917340.6816088425348.121761658270.0421940928

    181.9726634651350.6294135708361.0103626943267.9324894515

    185.4451422239354.6208167025363.3419689119282.7004219409

    191.2079793129351.5505066012364.1191709845286.0759493671

    187.6616180273362.9106539761377.0725388601284.388185654

    190.1736239379366.5950260976381.2176165803294.0928270042

    189.5086811969374.7620509671389.2487046632299.5780590717

    193.202807536376.9726742401389.2487046632303.6286919831

    192.3162172146396.0700030703403.4974093264300.8438818565

    200.3694126339392.3856309487408.6787564767308.4388185654

    198.1529368304386.6134479582398.3160621762309.7046413502

    195.4192833395416.334049739428.7564766839311.4767932489

    205.2456594016416.8867055573424.2227979275327.4261603376

    201.699298116443.3527786306438.4715025907326.1603375527

    206.4277798301448.2652747928435.2331606218337.552742616

    209.6786110085433.2207552963413.4715025907329.9578059072

    202.4381233838429.2293521646411.2694300518317.2995780591

    203.5463612856437.8262204483420.9844559585325.3164556962

    206.3538973033436.5980964077417.0984455959320.6751054852

    203.0291835981469.757445502445.5958549223322.2784810127

    212.4122644994470.0644765121446.8911917098330.8016877637

    216.8452161064468.5293214615439.1191709845328.6075949367

    216.3280384189479.8894688364449.481865285334.1772151899

    222.5341706686495.5480503531474.0932642487336.7088607595

    228.6664203916528.0933374271495.4663212435345.1476793249

    235.315847802519.4964691434474.0932642487355.2742616034

    228.8880679719502.9167945963442.3575129534356.6244725738

    218.1012190617511.2066318698449.6113989637337.552742616

    219.4311045438498.6183604544444.3005181347345.1476793249

    214.259327669496.7761743936440.414507772354.4303797468

    211.6734392316463.6168252994418.3937823834357.805907173

    200.9604728482465.4590113601431.3471502591345.9915611814

    203.9157739195519.4964691434459.8445595855352.7426160338

    212.0428518655480.8105618667448.8341968912374.5991561181

    202.4381233838497.3288302119458.5492227979371.3080168776

    203.5463612856505.3730426773488.3419689119373.417721519

    206.5755448836488.1793061099482.5129533679388.1856540084

    199.1134096786485.1089960086475.3886010363364.5569620253

    195.7886959734473.4418176236454.0155440415369.6202531646

    192.8333949021483.2668099478464.896373057346.835443038

    195.4192833395476.5121277249465.0259067358361.1814345992

    190.6908016254461.1605772183448.1865284974362.0253164557

    187.8832656077478.3543137857466.4507772021353.5864978903

    193.202807536448.879336813427.4611398964359.4092827004

    184.8540820096443.3527786306430.0518134715342.194092827

    185.8145548578432.2996622659419.0414507772335.0210970464

    184.706316956403.4387473135383.4196891192322.8691983122

    181.3816032508407.1231194351383.4196891192295.7805907173

    185.4451422239429.5363831747398.3160621762302.2784810127

    189.5086811969428.6152901443398.3160621762318.9873417722

    189.5086811969416.334049739387.3056994819323.8818565401

    183.5980790543413.877801658376.9430051813317.2995780591

    183.5980790543417.5621737796379.4041450777324.135021097

    184.706316956411.9742093951380.829015544336.7088607595

    183.5980790543416.334049739370.4663212435329.1139240506

    180.9383080901429.8434141848387.3056994819324.8945147679

    188.4004432952413.877801658378.2383419689337.1308016878

    183.5980790543423.7027939822381.4766839378335.0210970464

    183.4503140007448.2652747928401.5544041451344.3037974684

    188.7698559291449.4933988333417.0984455959350.2109704641

    194.3110454378446.7301197421414.5077720207360.3375527426

    192.4639822682455.0199570157427.4611398964367.9324894515

    191.4296268932452.5637089346422.2797927461380.5907172996

    183.2286664204482.0386859073439.1191709845383.9662447257

    192.0945696343475.2840036844446.8911917098397.4683544304

    190.3952715183476.2050967148454.0155440415403.2911392405

    189.5086811969485.7230580289455.9585492228416.0337552743

    192.6856298485493.7058642923454.6632124352430.3797468354

    197.635759143486.3371200491443.0051813472417.7215189873

    192.4639822682496.1621123733446.2435233161426.1603375527

    194.0155153306475.2840036844424.2227979275432.0675105485

    189.8780938308479.4289223212419.8186528497434.5991561181

    187.2922053934478.5999385938432.6424870466409.2827004219

    189.139268563451.9496469143410.621761658405.0632911392

    185.07572959431.9926312558397.6683937824398.3122362869

    181.7510158847439.0543444888404.1450777202398.3122362869

    184.706316956456.2480810562417.7461139896405.4852320675

    186.9227927595457.4762050967413.8601036269416.0337552743

    182.1204285187461.7746392386418.3937823834405.9915611814

    186.2578500185470.9855695425427.4611398964400

    186.7750277059488.1793061099442.3575129534416.8776371308

    189.8780938308477.1261897452441.0621761658430.3797468354

    187.2922053934479.8894688364443.0051813472436.2869198312

    188.7698559291459.9324531778430.0518134715432.0675105485

    184.6324344293482.6527479275441.7098445596411.8143459916

    187.5877355006486.9511820694443.0051813472433.7552742616

    188.7698559291484.4949339883441.7098445596438.8185654008

    189.5086811969493.091802272453.3678756477437.1308016878

    190.9863317325483.5738409579438.4715025907445.1476793249

    188.4004432952464.8449493399422.2797927461445.5696202532

    186.1839674917469.757445502419.689119171449.3670886076

    183.3025489472469.757445502429.4041450777457.3839662447

    184.6324344293472.8277556033440.414507772463.3755274262

    184.7801994828447.6512127725414.6373056995491.1392405063

    181.7510158847459.3183911575424.8704663212467.5105485232

    182.4898411526469.757445502438.4715025907472.5738396624

    183.2286664204467.9152594412435.2331606218480.0843881857

    183.2286664204467.3011974209433.1606217617505.4852320675

    183.4503140007456.2480810562431.3471502591485.2320675105

    183.5980790543464.2308873196435.2331606218487.7637130802

    183.5980790543454.4058949954426.8134715026496.2025316456

    182.4898411526457.4762050967432.6424870466481.0126582278

    183.5980790543472.8277556033446.8911917098464.135021097

    185.07572959466.0730733804444.3005181347486.0759493671

    184.1152567418469.757445502450.1295336788481.8565400844

    183.9674916882486.3371200491468.9119170984465.8227848101

    190.0997414112493.7058642923481.8652849741470.8860759494

    194.6065755449492.1707092416474.0932642487479.3248945148

    197.266346509480.1964998465453.3678756477480.1687763713

    194.8282231252458.090267117422.2797927461472.5738396624

    184.3369043221464.2308873196424.8704663212464.135021097

    181.8987809383458.090267117427.4611398964494.4303797468

    183.3025489472455.6340190359424.2227979275490.7172995781

    181.9726634651446.423088732409.9740932642473.417721519

    179.2390099741457.4762050967431.3471502591430.3797468354

    182.1204285187460.2394841879430.0518134715448.9451476793

    181.2338381973457.4147988947432.6424870466461.6877637131

    182.4898411526464.2308873196446.2435233161454.9367088608

    188.7698559291463.3097942892442.3575129534462.447257384

    188.4004432952461.1605772183440.2849740933466.6666666667

    186.0362024381469.757445502441.4507772021472.5738396624

    187.2183228666467.3011974209440.414507772466.6666666667

    187.0705578131458.7043291372434.585492228479.3248945148

    192.4639822682463.3097942892431.3471502591489.4514767932

    190.9124492058461.7746392386434.585492228495.358649789

    189.5086811969450.7215228738439.1191709845493.6708860759

    189.5086811969431.6856002456427.9792746114485.2320675105

    182.8592537865448.2038685907445.5958549223473.8396624473

    187.7724418175458.090267117465.0259067358487.7637130802

    191.3557443665457.4762050967472.7979274611497.8902953586

    193.5722201699456.2480810562477.3316062176497.0464135021

    190.9863317325461.1605772183490.932642487501.1814345992

    192.6117473218459.3183911575487.1761658031508.4388185654

    191.7251570004458.090267117490.932642487514.7679324895

    194.6804580717477.0033773411512.9533678756518.9873417722

    197.8574067233469.0819772797500.6476683938537.552742616

    197.5618766162469.757445502502.7202072539529.9578059072

    200.5910602143470.3715075223511.0103626943521.5189873418

    202.4381233838464.2308873196514.2487046632534.5991561181

    200.8127077946463.3097942892507.7720207254540.9282700422

    200.2216475803460.2394841879505.1813471503546.835443038

    199.7783524197458.090267117523.3160621762543.4599156118

    204.2113040266457.4762050967531.0880829016533.3333333333

    204.2851865534458.7043291372539.5077720207513.0801687764

    207.462135205452.5637089346540.1554404145523.2067510549

    207.462135205453.1777709549546.6321243523516.4556962025

    206.1322497229439.0543444888545.3367875648529.1139240506

    201.9948282231444.8879336813551.8134715026522.3628691983

    203.6202438123450.1074608535555.6994818653536.7088607595

    205.9106021426451.9496469143573.8341968912529.9578059072

    206.7233099372455.6340190359582.9015544041524.8945147679

    206.2800147765437.212158428572.5388601036527.4261603376

    200.7388252678449.8004298434584.8445595855507.1729957806

    209.0875507942424.9309180227556.9948186528511.4767932489

    199.1134096786425.8520110531549.8704663212496.2025316456

    200.5171776875420.3254528707536.2694300518504.641350211

    198.4484669376424.3168560025542.7461139896492.8270042194

    199.4089397857418.1762357998547.2797927461504.641350211

    197.1185814555417.5621737796521.3730569948499.5780590717

    193.9416328038420.0184218606540.0259067358504.641350211

    196.1581086073428.6152901443555.6994818653510.5485232068

    197.8574067233423.7027939822564.7668393782528.2700421941

    197.635759143428.6152901443576.4248704663525.7383966245

    198.5962319911439.3613754989584.1968911917546.835443038

    200.8127077946435.6770033773580.310880829564.5569620253

    199.4828223125428.3082591342566.7098445596565.4008438819

    199.7783524197430.4574762051562.1761658031558.6497890295

    199.4828223125434.7559103469566.7098445596551.8987341772

    202.2903583303429.8434141848569.9481865285572.9957805907

    208.2009604728429.8434141848575.7772020725572.1518987342

    207.7576653122440.5894995395582.9015544041568.776371308

    209.8263760621429.2293521646573.8341968912578.9029535865

    205.3934244551423.0887319619555.6994818653578.05907173

    208.1270779461422.4746699417564.6373056995568.776371308

    208.7181381603425.544980043563.4715025907578.4810126582

    206.8710749908420.6324838809567.3575129534573.8396624473

    207.3882526782412.3426466073553.7564766839553.5864978903

    206.8710749908415.7199877188563.4715025907561.1814345992

    211.5995567048407.4301504452558.9378238342586.4978902954

    207.0927225711409.5793675161562.1761658031579.746835443

    205.9844846694408.0442124655558.4196891192574.6835443038

    207.2404876247400.9824992324547.9274611399567.0886075949

    204.8762467676388.7012588271534.9740932642555.2742616034

    204.5068341337388.394227817536.2694300518545.1476793249

    206.797192464391.7715689285544.689119171564.5569620253

    208.7181381603391.7715689285550.518134715566.2447257384

    209.0875507942388.7012588271547.9274611399561.1814345992

    207.0927225711375.1918943813534.9740932642562.447257384

    205.762837089359.5333128646537.4352331606548.1012658228

    202.4381233838350.9364445809529.1450777202552.7426160338

    199.4828223125344.5501995702506.4766839378577.2151898734

    192.6856298485344.24316856481.8652849741558.6497890295

    192.8333949021345.4098863985455.9585492228529.9578059072

    196.1581086073361.0070617132484.4559585492510.5485232068

    200.2216475803361.9895609457501.8134715026548.5232067511

    202.0687107499353.0856616518488.3419689119565.4008438819

    199.1134096786345.7169174087489.6373056995547.5949367089

    198.7439970447350.9364445809481.8652849741560.3375527426

    198.0790543037346.9450414492468.7823834197567.0886075949

    197.8574067233340.1903592263467.6165803109599.1561181435

    199.1134096786344.181762358472.7979274611597.4683544304

    200.7388252678345.1028553884477.9792746114609.2827004219

    203.6941263391347.5591034694479.274611399629.5358649789

    207.9793128925350.9364445809478.6269430052637.9746835443

    207.1666050979359.8403438747480.5699481865632.0675105485

    206.2800147765356.7700337734471.5025906736643.8818565401

    206.5016623569342.9536383175453.4974093264643.0379746835

    200.2216475803346.3309794289439.1191709845630.8016877637

    199.1872922054352.1645686214450.7772020725602.5316455696

    201.699298116343.8747313479439.1191709845624.4725738397

    203.398596232328.2161498311398.9637305699621.94092827

    200.9604728482327.909118821401.5544041451631.223628692

    200.3694126339335.8919250844417.0984455959602.447257384

    199.8522349464333.1286459932410.621761658604.2194092827

    196.1581086073332.2075529628404.1450777202605.9071729958

    198.7439970447342.6466073073405.4404145078598.3122362869

    199.4828223125335.8919250844402.8497409326610.1265822785

    200353.0242554498417.0984455959588.6075949367

    208.3487255264351.5505066012428.7564766839607.5949367089

    208.9397857407359.2262818545444.3005181347632.9113924051

    207.9793128925356.7700337734437.8238341969666.6666666667

    206.5016623569356.4630027633439.378238342656.5400843882

    205.3934244551351.243475591430.6994818653654.8523206751

    202.5858884374355.5419097329435.2331606218672.5738396624

    203.7680088659376.727049432450.9067357513666.6666666667

    206.5016623569387.2275099785466.3212435233656.5400843882

    213.1510897673386.2450107461466.3212435233688.6075949367

    213.8899150351382.5606386245463.7305699482697.0464135021

    212.8555596601369.3583051888450.7772020725702.9535864979

    207.9793128925375.1918943813450.1295336788698.6497890295

    206.5016623569369.665336199430.0518134715700.4219409283

    203.0291835981361.6825299355420.9844559586693.6708860759

    197.8574067233367.2090881179428.7564766839663.2911392405

    199.0395271518377.0340804421435.2331606218681.8565400844

    201.699298116385.3239177157436.6580310881708.8607594937

    202.8075360177376.4200184219422.2797927461723.2067510549

    200.8127077946384.7098556954426.1658031088715.611814346

    204.8762467676381.9465766042417.0984455959739.2405063291

    202.2164758035381.9465766042417.0984455959735.864978903

    200.5910602143401.5965612527429.4041450777756.1181434599

    206.1322497229405.8949953945420.9844559586794.9367088608

    207.9054303657407.1231194351415.1554404145805.0632911392

    207.7576653122408.0442124655417.0984455959786.4978902954

    206.4277798301405.8335891925404.1450777202752.7426160338

    203.1769486516412.6496776174414.5077720207740.1687763713

    205.3934244551412.6496776174408.6787564767762.0253164557

    204.1374214998420.6938900829420.3367875648712.2362869198

    201.3298854821410.1934295364413.2124352332717.2995780591

    202.9553010713408.9653054959414.5077720207722.3628691983

    202.8075360177414.7988946884420.9844559586732.4894514768

    205.3934244551421.2465459011421.6321243523740.0843881857

    205.3934244551428.001228124408.0310880829756.1181434599

    203.5463612856444.273871661422.2797927461769.6202531646

    210.195788696455.6340190359453.3678756477820.0843881857

    212.1167343923450.7215228738444.9481865285833.7552742616

    209.8263760621474.0558796438459.8445595855833.7552742616

    212.4122644994480.8105618667455.9585492228816.8776371308

    212.1167343923472.2136935831454.6632124352791.5611814346

    209.4569634281473.1347866134450.7772020725783.1223628692

    207.7576653122474.6699416641453.3678756477784.8101265823

    208.49649058494.2585201105481.8652849741779.746835443

    213.7052087181490.3285231808476.6839378238816.8776371308

    212.6339120798480.5035308566466.3212435233808.4388185654

    210.195788696488.48633712476.6839378238802.1097046414

    209.9741411156491.8636782315483.1606217617821.94092827

    211.5256741781480.1964998465483.8082901554833.7552742616

    209.8263760621482.6527479275486.3989637306805.0632911392

    208.49649058470.3101013202480.5699481865798.3122362869

    207.6099002586475.5910346945476.0362694301793.2489451477

    210.860731437476.5735339269486.5284974093818.5654008439

    211.3040265977490.635554191500806.7510548523

    210.3435537495488.48633712500.6476683938820.253164557

    208.8659032139502.302732576522.0207253886823.6286919831

    210.3804950129510.8996008597540.1554404145840.5063291139

    213.5205024012501.3816395456533.6787564767870.8860759494

    213.8899150351494.3199263126529.792746114860.7594936709

    213.2249722941484.4949339883519.4300518135831.9831223629

    209.6786110085484.8019649985524.6113989637843.8818565401

    212.4122644994469.818851704511.6580310881849.7890295359

    209.0875507942476.5121277249507.1243523316827.8481012658

    210.860731437467.3011974209498.7046632124855.6962025316

    210.4174362763445.2563708935475.518134715850.6329113924

    209.4569634281446.545901136481.8652849741823.6286919831

    210.5652013299454.7129260055490.932642487850.6329113924

    211.9689693388445.8704329137480.5699481865851.4767932489

    210.9346139638442.1860607921472.7979274611813.5021097046

    208.4226080532429.8434141848462.4352331606779.746835443

    203.5463612856442.1246545901471.5025906736759.6624472574

    206.2800147765446.1160577218472.7979274611781.4345991561

    204.8023642409442.4930918023465.0259067358804.2194092827

    203.6941263391453.1777709549478.6269430052787.3417721519

    206.1322497229457.4762050967487.0466321244776.3713080169

    205.9844846694468.2222904513497.4093264249801.6877637131

    208.7920206871463.0027632791488.9896373057804.2194092827

    207.0927225711455.6340190359476.0362694301779.746835443

    202.6597709642456.2480810562472.1502590674767.9324894515

    202.1425932767438.4402824685470.207253886724.0506329114

    198.7439970447451.9496469143485.7512953368713.9240506329

    201.2560029553440.5894995395480.5699481865717.2995780591

    199.4089397857447.9582437826475.3886010363675.9493670886

    200.8127077946457.8446423089481.8652849741672.5738396624

    201.699298116460.546515198485.103626943705.4852320675

    203.1769486516463.0027632791477.3316062176712.3206751055

    199.8522349464455.9410500461467.6165803109681.8565400844

    199.9261174732461.7132330365466.9689119171632.9113924051

    201.9209456963456.8621430764455.310880829616.0337552743

    200.2216475803456.5551120663459.8445595855626.1603375527

    199.2611747322459.0113601474457.2538860104635.4430379747

    201.034355375451.9496469143440.414507772659.9156118143

    199.4089397857452.5637089346433.9378238342632.8270042194

    199.8522349464463.0641694811438.9896373057634.5991561181

    202.4381233838464.2308873196433.9378238342620.253164557

    201.3298854821474.6699416641448.1865284974610.970464135

    203.7680088659474.362910654444.3005181347605.9071729958

    202.8814185445480.5035308566448.0569948187612.6582278481

    205.6889545622482.6527479275443.6528497409611.8143459916

    206.0583671962482.6527479275446.2435233161609.2827004219

    207.7576653122490.635554191445.5958549223595.7805907173

    207.7576653122485.7230580289441.0621761658580.5907172996

    207.462135205487.5652440897450.1295336788550.970464135

    209.3830809014480.5035308566459.067357513562.0253164557

    206.8710749908483.8808719681465.0259067358560.3375527426

    206.2800147765478.3543137857454.0155440415550.2109704641

    206.3538973033476.819158735455.310880829540.1687763713

    206.7233099372480.5035308566453.3678756477539.9156118143

    205.8367196158489.4074301504462.4352331606551.8143459916

    209.2353158478498.0042984341479.9222797927572.1518987342

    211.0084964906492.7847712619477.9792746114591.5611814346

    208.7181381603488.7933681302483.1606217617563.7130801688

    208.7181381603477.6174393614470.8549222798543.4599156118

    204.6545991873476.819158735452.9792746114529.9578059072

    202.1425932767475.8980657046449.481865285526.582278481

    203.5463612856481.1175928769449.481865285513.9240506329

    203.7680088659491.8636782315459.1968911917509.7046413502

    203.2508311784482.6527479275455.9585492228530.7172995781

    202.364240857483.5738409579450.1295336788519.4092827004

    200.9604728482470.9855695425435.2331606218504.641350211

    195.4192833395472.2136935831433.9378238342491.9831223629

    195.936461027475.5910346945437.8238341969492.8270042194

    196.8969338751465.4590113601445.5958549223487.7637130802

    195.6409309198458.7043291372439.1191709845474.2616033755

    192.2423346878457.4762050967431.3471502591455.6962025316

    191.3557443665463.9238563095434.585492228449.7890295359

    191.5773919468455.3269880258426.8134715026463.2911392405

    188.5482083487448.879336813418.3937823834460.7594936709

    187.8832656077413.877801658387.3056994819447.2573839662

    182.4898411526430.4574762051397.6683937824423.6286919831

    184.3369043221431.0715382254398.3160621762438.8185654008

    183.00701884428.3082591342387.9533678756440.5063291139

    183.00701884439.0543444888402.2020725389458.9873417722

    185.8145548578445.2563708935408.0310880829475.1054852321

    187.0705578131449.1863678232405.4404145078469.1983122363

    189.7303287772446.7301197421398.3160621762467.5105485232

    186.6272626524452.5637089346398.3160621762467.4261603376

    186.7750277059454.4058949954393.7823834197469.1983122363

    186.9227927595458.090267117402.8497409326477.6371308017

    187.9571481345453.7918329751393.7823834197502.9535864979

    183.0809013668448.879336813382.1243523316502.9535864979

    181.0860731437439.6684065091365.2849740933484.388185654

    180.642777983448.2652747928365.932642487460.7594936709

    182.4898411526440.4973902364359.4559585492461.1814345992

    180.7905430366439.6684065091350.2590673575455.6962025316

    179.0912449206459.0113601474357.5129533679451.0548523207

    181.6032508312455.6340190359357.5129533679455.6962025316

    180.2733653491462.879950875371.7616580311457.3839662447

    183.2286664204463.6168252994369.170984456470.8860759494

    179.5345400813460.546515198360.103626943482.7004219409

    176.9486516439465.7660423703367.8756476684489.4514767932

    177.8352419653484.1879029782386.5284974093518.9873417722

    183.5241965275484.4949339883376.1658031088570.4641350211

    180.4211304027484.1879029782372.9274611399550.2109704641

    177.8352419653493.7058642923378.8860103627545.1476793249

    177.9830070188490.9425852011378.8860103627558.6497890295

    181.4554857776487.5652440897386.6580310881549.3670886076

    182.342076099492.4777402518398.3160621762547.6793248945

    184.5585519025492.4777402518395.0777202073536.7088607595

    186.1839674917498.0042984341401.5544041451514.7679324895

    186.7011451792501.0746085355397.0207253886513.0801687764

    183.7458441079509.6714768192402.8497409326518.1434599156

    183.376431474503.5308566165391.8393782383532.0675105485

    179.0173623938504.1449186368395.725388601519.8312236287

    179.5345400813488.7933681302382.1243523316529.9578059072

    176.3575914296494.9339883328387.9533678756508.8607594937

    179.0173623938502.302732576397.0207253886518.1434599156

    182.1943110454496.1621123733397.6683937824531.5611814346

    182.4898411526495.241019343404.792746114541.7721518987

    185.07572959500.4605465152406.7357512953540.0843881857

    184.1891392686494.3199263126394.4300518135539.2405063291

    184.706316956489.1003991403385.3626943005536.7088607595

    185.4451422239482.6527479275384.7150259067536.7088607595

    188.4743258219483.2668099478382.7720207254548.5232067511

    188.9176209826476.5121277249373.0569948187544.3037974684

    186.7011451792478.6613447958377.2020725389535.864978903

    186.3317325453472.2136935831367.2279792746535.864978903

    184.3369043221476.819158735371.1139896373519.8312236287

    185.6667898042483.2668099478375.6476683938532.4894514768

    187.5138529738481.7316548971376.2953367876536.7088607595

    186.5533801256476.5121277249368.5233160622532.4894514768

    186.3317325453474.362910654365.932642487534.1772151899

    188.0310306612460.8535462082354.9222797927542.6160337553

    187.7355005541456.5551120663358.6787564767546.835443038

    193.7199852235454.7129260055352.9792746114544.3037974684

    192.8333949021459.3183911575365.2849740933533.3333333333

    195.2715182859449.1863678232357.5129533679542.6160337553

    193.7938677503442.1246545901359.4559585492542.6160337553

    194.3110454378431.6856002456352.3316062176550.6329113924

    192.8333949021427.0801350936342.9404145078570.4641350211

    189.8780938308425.2379490329343.2642487047568.776371308

    190.3952715183437.8262204483351.3601036269565.4008438819

    192.7595123753425.483573841335.4922279793564.5569620253

    189.804211304432.2996622659328.0440414508535.0210970464

    188.4004432952417.2551427694299.2227979275530.8016877637

    185.3712596971417.2551427694305.6994818653503.7974683544

    187.9571481345400.061406202286.2694300518512.6582278481

    186.2578500185403.1317163033289.8316062176501.2658227848

    184.706316956412.0356155972296.3082901554493.6708860759

    184.3369043221414.4918636782310.8808290155487.3417721519

    185.4451422239405.5879643844308.225388601489.4514767932

    185.2973771703412.3426466073320.5958549223485.864978903

    185.4451422239422.4746699417323.8341968912474.2616033755

    185.0018470632429.8434141848332.9015544041456.9620253165

    184.706316956417.5621737796322.8626943005459.0717299578

    181.677133358411.1145225668312.8238341969452.3206751055

    182.6745474695411.1145225668312.8238341969435.4430379747

    182.0834872553412.9567086276311.5284974093439.6624472574

    181.5663095678424.3168560025316.7098445596436.7088607595

    183.5611377909419.0973288302308.9378238342462.447257384

    182.0834872553418.7902978201310.8808290155443.8818565401

    182.1204285187409.8863985263317.3575129534445.5696202532

    180.8644255634401.9035922628307.6424870466443.8818565401

    178.9065386036400.6754682223301.4896373057435.864978903

    178.278537126390.8504758981296.9559585492448.1012658228

    177.6505356483391.7715689285299.8704663212433.7552742616

    178.4632434429400.9824992324299.8704663212439.6624472574

    179.5345400813402.5176542831300.518134715450.6329113924

    178.7587735501420.0184218606312.8238341969445.5696202532

    178.943479867423.0580288609319.3005181347456.5400843882

    178.6110084965419.4043598403314.1191709845458.2278481013

    178.6479497599409.8863985263306.9948186529445.5696202532

    177.9830070188414.7988946884317.4870466321443.8818565401

    180.1256002955428.001228124333.5492227979459.0717299578

    185.07572959424.3168560025323.1865284974488.6075949367

    182.1943110454424.3168560025322.5388601036475.9493670886

    182.342076099443.9668406509334.1968911917475.9493670886

    185.07572959443.3527786306323.8341968912504.5569620253

    184.1152567418441.5105925698316.0621761658497.8902953586

    183.9674916882448.2652747928309.585492228484.388185654

    185.740672331454.4058949954310.2331606218483.5443037975

    188.2526782416439.6684065091297.9274611399494.5147679325

    183.5980790543429.8434141848295.3367875648480.1687763713

    182.4159586258429.2907583666295.9844559586470.8860759494

    180.1994828223438.5016886706305.0518134715465.8227848101

    181.0121906169421.8606079214288.2124352332485.6540084388

    178.0568895456431.0715382254298.5751295337467.5105485232

    179.7561876616421.8606079214286.2694300518464.135021097

    178.4263021795431.0715382254292.2279792746454.0928270042

    181.9726634651431.0715382254295.3367875648459.9156118143

    186.1839674917433.5277863064296.6321243523453.5864978903

    185.5929072774447.7126189745308.2901554404455.6962025316

    195.4192833395439.6684065091304.4041450777468.2700421941

    195.0498707056451.3355848941325.7772020725459.9156118143

    200.2216475803443.9668406509320.5958549223462.447257384

    196.1581086073445.8090267117319.9481865285472.5738396624

    196.8969338751437.8262204483306.9948186529457.3839662447

    193.7938677503450.1074608535308.9378238342452.3206751055

    195.2715182859463.0027632791304.4041450777454.0084388186

    198.2268193572472.8277556033317.3575129534463.2911392405

    199.1134096786476.819158735318.6528497409477.6371308017

    198.7439970447484.3721215843321.8911917098474.2616033755

    196.0842260805477.7402517654312.8238341969474.2616033755

    198.8178795715471.5996315628304.5336787565472.5738396624

    207.3143701515474.6699416641299.8704663212470.8860759494

    208.3487255264489.6530549586306.3471502591466.2447257384

    208.7181381603502.9167945963316.7098445596466.6666666667

    212.1906169191500.4605465152312.1761658031475.9493670886

    212.9294421869517.3472520725328.3678756477474.2616033755

    217.5840413742511.51366288323.7046632124493.6708860759

    215.7369782047503.5308566165323.5751295337479.3248945148

    214.4070927226508.1363217685323.1865284974476.8776371308

    219.8743997045517.9613140927347.7979274611471.7299578059

    228.3708902844522.5667792447361.3989637306492.8270042194

    232.2866642039517.6542830826354.9222797927524.8945147679

    229.4791281862519.4964691434356.8652849741531.6455696203

    Al

    Copper

    Zinc

    Nickel

    Stocks

    Date (GMT)Last1998199920002001200220032004200520062007

    05/01/19981/5/981_19986220251609736.25700972.5771305357996.590909091835284.0909090911228414.130434781435373.86363636689587.5672504.761904762712960.227272727

    06/01/19981/6/981_19986242502572415806881.25837691.666666667451561.25889562.512106051411732.5632172.5735182.5769172.5

    07/01/19981/7/981_19986231003554048.863636364814766.304347826812779.347826087474862.5974448.751254061.90476191322009.7826087567792.857142857784969.565217391804406.818181818

    08/01/19981/8/981_19986214254528038.75800390716615.277777778468753.9473684211059928.571428571222980.681818181179763.0952381546792.857142857753916.666666667816372.368421053

    09/01/19981/9/981_19986194255530894.736842105774794.736842105632285.714285714518945.2380952381133910.227272731163204.545454551109157.14285714552832.5763719.047619048833879.761904762

    12/01/19981/12/981_19986169256545918.181818182761021.590909091556670.454545455609302.3809523811200163.888888891129090.47619048994892.045454545550000766465.909090909828295.238095238

    13/01/19981/13/981_19986177507502842.391304348746017.045454545490369.047619048629628.4090909091260955.434782611235259.7826087909971.590909091529976.190476191742302.380952381832810.227272727

    14/01/19981/14/981_19986148008461307.5779317.857142857429267.045454545670202.2727272731294942.857142861326179.76190476799984.523809524515901.136363636703529.545454545832901.136363636

    15/01/19981/15/981_19986128509483913.636363636796805.681818182381635.714285714690473.751296120.238095241358314.77272727710565.909090909513259.090909091703953.571428571903952.5

    16/01/19981/16/981_199861280010519646.590909091790301.190476191345372.727272727717658.6956521741283305.434782611372335.86956522699319.047619048501491.666666667687038.636363636936413.461538462

    19/01/19981/19/981_199861085011534955.952380952784098.863636364328114.772727273695519.3181818181287313.09523811381220720582.954545455554102.272727273680380.681818182

    20/01/19981/20/981_199860902512598155.952380952768826.25308498.684210526771277.9411764711250590.789473681402691.30434783703890.476190476635763.75681717.105263158

    21/01/19981/21/981_1998606550

    22/01/19981/22/981_1998605125

    23/01/19981/23/981_1998603100

    26/01/19981/26/981_1998601400

    27/01/19981/27/981_1998598550

    28/01/19981/28/981_1998594375

    29/01/19981/29/981_1998591500

    30/01/19981/30/981_1998588900

    02/02/19982/2/982_1998586075

    03/02/19982/3/982_1998584350

    04/02/19982/4/982_1998582100

    05/02/19982/5/982_1998579725

    06/02/19982/6/982_1998577600

    09/02/19982/9/982_1998574900

    10/02/19982/10/982_1998572775

    11/02/19982/11/982_1998570425

    12/02/19982/12/982_1998568600

    13/02/19982/13/982_1998567575

    16/02/19982/16/982_1998567175

    17/02/19982/17/982_1998569450

    18/02/19982/18/982_1998567875

    19/02/19982/19/982_1998568200

    20/02/19982/20/982_1998568350

    23/02/19982/23/982_1998570075

    24/02/19982/24/982_1998569250

    25/02/19982/25/982_1998570650

    26/02/19982/26/982_1998567750

    27/02/19982/27/982_1998565400

    02/03/19983/2/983_1998566725

    03/03/19983/3/983_1998564700

    04/03/19983/4/983_1998561400

    05/03/19983/5/983_1998561025

    06/03/19983/6/983_1998559475

    09/03/19983/9/983_1998560750

    10/03/19983/10/983_1998560475

    11/03/19983/11/983_1998557600

    12/03/19983/12/983_1998555275

    13/03/19983/13/983_1998554425

    16/03/19983/16/983_1998556125

    17/03/19983/17/983_1998552450

    18/03/19983/18/983_1998553000

    19/03/19983/19/983_1998553125

    20/03/19983/20/983_1998551025

    23/03/19983/23/983_1998548700

    24/03/19983/24/983_1998547250

    25/03/19983/25/983_1998545800

    26/03/19983/26/983_1998545175

    27/03/19983/27/983_1998545050

    30/03/19983/30/983_1998544950

    31/03/19983/31/983_1998544575

    01/04/19984/1/984_1998545650

    02/04/19984/2/984_1998543550

    03/04/19984/3/984_1998540750

    06/04/19984/6/984_1998537375

    07/04/19984/7/984_1998535650