Solved: Re: Merge problems - looses observations when merging

Taasby · Posted 10-09-2020 05:08 AM

Hi

I'am merging two datsets each containing 380 observations. I am doing this by Date. However when I am trying to merge the datasets I am left with one dataset of only 584 observations when really there should be 380*2 = 760 observations:

This is what I've tried:

data merged_file;
     merge v2Arsenal v2Liverpool;
	 by Date;
	 run;

v2Arsenal:

"Date","HomeTeam","AwayTeam","FTHG","FTAG","FTR","B365H","B365D","B365A","B365H_True","B365D_True","B365A_True","Score","run_score","HomeTeam_RunScore","AwayTeam_RunScore"
"01/01/11","Birmingham","Arsenal","0","3","A","5.5","3.6","1.67","6.15945359","3.87129254","1.72611321","0.42066372305893","0.9718533810502","0","0.9718533810502"
"01/01/13","Southampton","Arsenal","1","1","D","5","3.75","1.7","5.50359712","4.02631579","1.75458716","-0.56993464052287","0.27080354414004","0","0.27080354414004"
"01/01/14","Arsenal","Cardiff","2","0","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","-0.06770434587701","-0.06770434587701","0"
"01/01/15","Southampton","Arsenal","2","0","H","2.9","3.4","2.6","2.96758759","3.49327762","2.65419658","-0.37676184532168","-0.14223471621071","0","-0.14223471621071"
"01/01/17","Arsenal","Crystal Palace","2","0","H","1.29","5.5","9.5","1.32549450","6.20887388","11.83365033","0.24556458093789","0.42429027518362","0.42429027518362","0"
"01/01/2019","Arsenal","Fulham","4","1","H","1.33","5.75","9.5","1.34856723","6.11392405","10.53616533","0.25847226762558","-0.54791023632624","-0.54791023632624","0"
"01/01/2020","Arsenal","Man United","2","0","H","2.55","3.6","2.62","2.66700672","3.83769466","2.74367457","0.62504781386685","-0.16603129383334","-0.16603129383334","0"
"01/02/11","Arsenal","Everton","2","1","H","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","0.30376595082477","0.13639396979437","0.13639396979437","0"
"01/02/12","Bolton","Arsenal","0","0","D","5","3.75","1.7","5.50359712","4.02631579","1.75458716","-0.56993464052287","-2.53450610058574","0","-2.53450610058574"
"01/02/15","Arsenal","Aston Villa","5","0","H","1.25","6.5","15","1.26077586","6.80232558","16.71428571","0.2068376068376","1.71783854386255","1.71783854386255","0"
"01/03/14","Stoke","Arsenal","1","0","H","5.5","3.8","1.73","5.74224457","3.91408364","1.75326502","-0.57036442920227","-1.36924831565508","0","-1.36924831565508"
"01/03/15","Arsenal","Everton","2","0","H","1.57","4.5","6","1.59151492","4.68139150","6.32686567","0.37166784619013","1.63479268563438","1.63479268563438","0"
"01/03/2018","Arsenal","Man City","0","3","A","4.5","4","1.72","4.89357218","4.30797774","1.77455101","-0.20434969853574","-1.11157059376534","-1.11157059376534","0"
"01/04/2018","Arsenal","Stoke","3","0","H","1.28","5.5","10","1.31539611","6.21908127","12.66187050","0.23977272727272","-0.19161217425113","-0.19161217425113","0"
"01/04/2019","Arsenal","Newcastle","2","0","H","1.36","5.25","9.5","1.37940618","5.55149366","10.53533523","0.2750503710256","1.64778368211634","1.64778368211634","0"
"01/05/11","Arsenal","Man United","1","0","H","2.5","3.25","2.88","2.61989177","3.45557470","3.04027718","0.61830484330484","-1.38940432177158","-1.38940432177158","0"
"01/07/2020","Arsenal","Norwich","4","0","H","1.44","4.75","7","1.47383542","5.13917710","7.87931980","0.32149818991924","1.33340460201734","1.33340460201734","0"
"01/09/13","Arsenal","Tottenham","1","0","H","2.1","3.7","3.6","2.13624561","3.81401691","3.70784730","0.53188903188903","1.35247177371817","1.35247177371817","0"
"01/09/2019","Arsenal","Tottenham","2","2","D","2.37","3.6","2.8","2.48146917","3.86363048","2.95692643","-0.40298707387314","-0.01482759116308","-0.01482759116308","0"
"01/10/2017","Arsenal","Brighton","2","0","H","1.2","6.5","13","1.23157895","7.54838710","18.00000000","0.18803418803418","-0.30507345971022","-0.30507345971022","0"
"01/11/14","Arsenal","Burnley","3","0","H","1.25","6.5","14","1.26330403","6.87657431","15.87209302","0.2084249084249","-0.34218583380023","-0.34218583380023","0"
"01/12/12","Arsenal","Swansea","0","2","A","1.44","4.5","7","1.48235294","4.94117647","8.12903226","-0.67460317460317","-1.90139043068035","-1.90139043068035","0"
"01/12/2019","Norwich","Arsenal","2","2","D","4","4.33","1.75","4.30030740","4.68409530","1.80515162","-0.55397008688001","-3.23058891068577","0","-3.23058891068577"
"02/01/12","Fulham","Arsenal","2","1","H","4","3.5","1.91","4.34325934","3.76001875","1.98490659","-0.50380204437796","-0.48001795802426","0","-0.48001795802426"
"02/01/16","Arsenal","Newcastle","1","0","H","1.29","6.5","11","1.30116148","6.79364105","11.86811066","0.23145588261867","1.28095555296664","1.28095555296664","0"
"02/02/13","Arsenal","Stoke","1","0","H","1.44","4.5","9","1.45945946","4.69565217","9.81818182","0.31481481481481","-0.95334053212886","-0.95334053212886","0"
"02/02/14","Arsenal","Crystal Palace","2","0","H","1.22","7","16","1.23254555","7.43416757","18.46486486","0.18867096018735","1.00362633018975","1.00362633018975","0"
"02/02/16","Arsenal","Southampton","0","0","D","1.75","3.75","5.25","1.77966102","3.88888889","5.52631579","-0.56190476190476","-1.36659096226999","-1.36659096226999","0"
"02/02/2020","Burnley","Arsenal","0","0","D","3.6","3.6","2","3.85714286","3.85714286","2.07692308","-0.48148148148148","-1.45544153624059","0","-1.45544153624059"
"02/03/16","Arsenal","Swansea","1","2","A","1.36","5.25","10","1.37607606","5.49794661","10.93973442","-0.7267040149393","-1.19058638300124","-1.19058638300124","0"
"02/03/2019","Tottenham","Arsenal","1","1","D","2.05","3.7","3.75","2.08525522","3.81645888","3.86967859","-0.25841939500476","0.86897528213857","0","0.86897528213857"
"02/04/11","Arsenal","Blackburn","0","0","D","1.25","6","11","1.28072445","6.78082192","13.94366197","-0.78080808080808","-2.14897518983767","-2.14897518983767","0"
"02/04/16","Arsenal","Watford","4","0","H","1.36","5.25","10","1.37607606","5.49794661","10.93973442","0.27329598506069","-0.07938223722537","-0.07938223722537","0"
"02/04/17","Arsenal","Man City","2","2","D","3.1","3.75","2.3","3.17893590","3.86612845","2.34316804","-0.31457067165342","-1.96472572634229","-1.96472572634229","0"
"02/09/12","Liverpool","Arsenal","0","2","A","2","3.5","3.75","2.07236842","3.72781065","4.01273885","0.75079365079365","-1.31427043171861","0","-1.31427043171861"
"02/09/2018","Cardiff","Arsenal","2","3","A","6.5","4.33","1.57","6.82123974","4.47023981","1.58806427","0.37030256191492","0.08282357344763","0","0.08282357344763"
"02/10/11","Tottenham","Arsenal","2","1","H","2.1","3.4","3.5","2.18571429","3.63050847","3.74475524","-0.26704014939309","-0.68211572632859","0","-0.68211572632859"
"02/10/16","Burnley","Arsenal","0","1","A","9","5","1.4","9.74226804","5.22099448","1.41679160","0.29417989417989","1.68863884299052","0","1.68863884299052"
"02/11/13","Arsenal","Liverpool","2","0","H","2.3","3.5","3.3","2.34224835","3.59878076","3.38767269","0.57305979045109","1.37883552921735","1.37883552921735","0"
"02/11/2019","Arsenal","Wolves","1","1","D","1.75","3.75","4.75","1.80108336","3.99266177","5.14617369","-0.55522138680033","-1.44023573097236","-1.44023573097236","0"
"02/12/2017","Arsenal","Man United","1","3","A","2.5","3.39","3","2.56042296","3.50206612","3.08743169","-0.3905604719764","0.83108233409671","0.83108233409671","0"
"02/12/2018","Arsenal","Tottenham","4","2","H","2.62","3.6","2.75","2.67392873","3.70260754","2.80947395","0.62601845426272","0.08846938098093","0.08846938098093","0"
"03/01/17","Bournemouth","Arsenal","3","3","D","4.33","3.4","1.85","4.78289196","3.67310416","1.92800006","-0.51867218393505","-0.52963671242728","0","-0.52963671242728"
"03/01/2018","Arsenal","Chelsea","2","2","D","2.6","3.39","2.6","2.75322782","3.65523915","2.75322782","-0.36321004462597","-1.24782790055359","-1.24782790055359","0"
"03/02/2018","Arsenal","Everton","5","1","H","1.3","5.75","12","1.31508858","6.05740011","13.42144638","0.23959494611668","-1.57681090786344","-1.57681090786344","0"
"03/02/2019","Man City","Arsenal","3","1","H","1.33","6","9","1.34772002","6.37833037","9.87895461","-0.10122528543581","0.39921508035746","0","0.39921508035746"
"03/03/12","Liverpool","Arsenal","1","2","A","2","3.5","3.75","2.07236842","3.72781065","4.01273885","0.75079365079365","1.2433178768336","0","1.2433178768336"
"03/03/13","Tottenham","Arsenal","2","1","H","2.3","3.6","3.25","2.33627550","3.68967093","3.32290595","-0.30094140963706","0.66168889845298","0","0.66168889845298"
"03/10/10","Chelsea","Arsenal","2","0","H","1.73","3.6","5","1.78753205","3.85841731","5.51280538","-0.18139584671376","-0.8027017399805","0","-0.8027017399805"
"03/11/12","Man United","Arsenal","2","1","H","1.7","3.8","5","1.75099386","4.06459732","5.46839729","-0.1828689370485","-0.68923785612956","0","-0.68923785612956"
"03/11/2018","Arsenal","Liverpool","1","1","D","3.9","3.9","1.95","4.03448276","4.03448276","1.98305085","-0.24786324786324","0.58265187577392","0.58265187577392","0"
"03/12/11","Wigan","Arsenal","0","4","A","6","4","1.57","6.72057075","4.30792683","1.61531866","0.38092710544939","1.63019362851635","0","1.63019362851635"
"03/12/14","Arsenal","Southampton","1","0","H","1.8","3.75","5","1.82432432","3.85714286","5.19230769","0.45185185185185","0.63576517815132","0.63576517815132","0"
"03/12/16","West Ham","Arsenal","1","5","A","4.75","4.2","1.75","4.90573770","4.32129964","1.77071006","0.43525480367585","-0.60977785129594","0","-0.60977785129594"
"04/02/12","Arsenal","Blackburn","7","1","H","1.29","5.5","11","1.31714109","6.02974504","13.34482759","0.24077989194268","-1.49172256565581","-1.49172256565581","0"
"04/02/17","Chelsea","Arsenal","3","1","H","1.95","3.6","4.2","1.98706025","3.72837633","4.37577916","-0.22853072853072","-0.79639837532107","0","-0.79639837532107"
"04/03/15","QPR","Arsenal","1","2","A","7","4.33","1.53","7.47807741","4.50828273","1.55168226","0.35553816086352","1.20329380946087","0","1.20329380946087"
"04/03/17","Liverpool","Arsenal","3","1","H","2.15","3.6","3.6","2.18233083","3.69157393","3.69157393","-0.270887166236","-0.56311055632974","0","-0.56311055632974"
"04/03/2018","Brighton","Arsenal","2","1","H","4.2","3.79","1.9","4.37303477","3.93033632","1.93463002","-0.51689469936935","-1.06372009681055","0","-1.06372009681055"
"04/04/15","Arsenal","Liverpool","4","1","H","1.83","3.75","4.2","1.88900904","4.00646372","4.52437014","0.47062190996617","2.33875315075899","2.33875315075899","0"
"04/05/13","QPR","Arsenal","0","1","A","8","4.75","1.44","8.69491525","4.98663426","1.46101816","0.31554580896686","0.4576863328147","0","0.4576863328147"
"04/05/14","Arsenal","West Brom","1","0","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","0.6289897036135","0.6289897036135","0"
"04/05/15","Hull","Arsenal","1","3","A","5.5","4","1.7","5.70992366","4.10989011","1.71954023","0.41844919786096","1.52977572519272","0","1.52977572519272"
"04/07/2020","Wolves","Arsenal","0","2","A","2.25","3.4","3.25","2.33085938","3.58809381","3.42144495","0.70772582537288","1.52511441137421","0","1.52511441137421"
"04/10/15","Arsenal","Man United","3","0","H","2","3.8","3.8","2.03571429","3.93103448","3.93103448","0.50877192982456","0.69719568290316","0.69719568290316","0"
"04/12/10","Arsenal","Fulham","2","1","H","1.29","5.25","12","1.31776724","5.74244833","14.92561983","0.24114064230343","0.42703904483173","0.42703904483173","0"
"04/12/13","Arsenal","Hull","2","0","H","1.2","7.5","17","1.21236133","8.01047120","19.87012987","0.17516339869281","1.49690295993117","1.49690295993117","0"
"05/01/11","Arsenal","Man City","0","0","D","1.91","3.6","4","1.97453814","3.83633997","4.29392173","-0.50644754702346","-0.09727984630599","-0.09727984630599","0"
"05/02/11","Newcastle","Arsenal","4","4","D","5","4","1.67","5.44269419","4.27839453","1.71663526","-0.58253493013972","0.2009896867853","0","0.2009896867853"
"05/03/11","Arsenal","Sunderland","0","0","D","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","-0.67486955777948","-0.32035524479474","-0.32035524479474","0"
"05/03/16","Tottenham","Arsenal","2","2","D","2.38","3.4","3.25","2.42223382","3.48685199","3.32926829","-0.3003663003663","-1.02086721328207","0","-1.02086721328207"
"05/04/17","Arsenal","West Ham","3","0","H","1.4","5.25","8","1.41971831","5.53846154","8.68965517","0.29563492063492","-0.85915065478361","-0.85915065478361","0"
"05/05/12","Arsenal","Norwich","3","3","D","1.22","6.5","12","1.24887353","7.41313944","15.53210011","-0.80072159170519","-1.66552790743012","-1.66552790743012","0"
"05/05/2019","Arsenal","Brighton","1","1","D","1.4","5","9","1.41679160","5.22099448","9.74226804","-0.7058201058201","-1.96526231171503","-1.96526231171503","0"
"05/10/14","Chelsea","Arsenal","2","0","H","1.67","4.2","5.25","1.69584139","4.36737235","5.51415094","-0.18135158254918","-1.50033702338747","0","-1.50033702338747"
"05/11/11","Arsenal","West Brom","3","0","H","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","0.30376595082477","1.88735446849682","1.88735446849682","0"
"05/11/2017","Man City","Arsenal","3","1","H","1.39","5.5","7.5","1.41263063","5.87223692","8.20964085","-0.12180800813894","0.45479220477946","0","0.45479220477946"
"05/12/15","Arsenal","Sunderland","3","1","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","-0.84075948243665","-0.84075948243665","0"
"05/12/2018","Man United","Arsenal","2","2","D","2.45","3.5","3","2.50568182","3.61475410","3.08391608","-0.32426303854875","-0.59208660209605","0","-0.59208660209605"
"05/12/2019","Arsenal","Brighton","1","2","A","1.57","4.33","5.5","1.61193235","4.66466568","6.05147620","-0.62037342876106","-3.34111078749002","-3.34111078749002","0"
"06/04/13","West Brom","Arsenal","1","2","A","4.1","3.7","1.95","4.25704555","3.82742113","1.98482493","0.49617722788454","1.70633692484078","0","1.70633692484078"
"06/04/14","Everton","Arsenal","3","0","H","2.5","3.4","3","2.55852843","3.50917431","3.08467742","-0.32418300653594","-1.39089126933867","0","-1.39089126933867"
"06/05/2018","Arsenal","Burnley","5","0","H","1.57","4.2","6.5","1.59409635","4.37699561","6.93394090","0.37268534720764","0.79813259622808","0.79813259622808","0"
"06/10/12","West Ham","Arsenal","1","3","A","4","3.6","1.91","4.29392173","3.83633997","1.97453814","0.49355245297653","0.42105093775056","0","0.42105093775056"
"06/10/13","West Brom","Arsenal","1","1","D","4.9","4","1.75","5.11304348","4.14084507","1.77643505","-0.56292517006802","1.77167480465935","0","1.77167480465935"
"06/10/2019","Arsenal","Bournemouth","1","0","H","1.44","4.75","7","1.47383542","5.13917710","7.87931980","0.32149818991924","-0.7377438432788","-0.7377438432788","0"
"06/11/16","Arsenal","Tottenham","1","1","D","1.95","3.6","4.2","1.98706025","3.72837633","4.37577916","-0.503256003256","0.11505114040747","0.11505114040747","0"
"06/12/14","Stoke","Arsenal","3","2","H","4","3.6","2","4.15384615","3.72413793","2.03773585","-0.49074074074074","-0.28461113338714","0","-0.28461113338714"
"07/02/15","Tottenham","Arsenal","2","1","H","3.25","3.5","2.3","3.35237587","3.61902017","2.35080494","-0.4253862079949","1.06138495363747","0","1.06138495363747"
"07/02/16","Bournemouth","Arsenal","0","2","A","3.8","3.5","2.1","3.92459016","3.60542169","2.13750000","0.53216374269005","-1.14997302854679","0","-1.14997302854679"
"07/03/2020","Arsenal","West Ham","1","0","H","1.57","4.4","5.5","1.60875640","4.71857923","6.00695652","0.37840185292414","-0.0150154348238","-0.0150154348238","0"
"07/04/2019","Everton","Arsenal","1","0","H","3","3.75","2.35","3.07860262","3.87362637","2.39795918","-0.41702127659574","0.84703381527026","0","0.84703381527026"
"07/05/17","Arsenal","Man United","2","0","H","1.91","3.7","4.33","1.94061302","3.81663147","4.49059254","0.48469891121306","0.74653469391484","0.74653469391484","0"
"07/07/2020","Arsenal","Leicester","1","1","D","2.3","3.5","3","2.39900662","3.73453608","3.17067834","-0.41683919944789","0.72987335900216","0.72987335900216","0"
"07/10/2018","Fulham","Arsenal","1","5","A","5.25","4.33","1.66","5.47849284","4.48425174","1.68218369","0.40553459852828","2.16432174087825","0","2.16432174087825"
"07/11/10","Arsenal","Newcastle","0","1","A","1.29","5.5","11","1.31714109","6.02974504","13.34482759","-0.75922010805731","-0.66346510899784","-0.66346510899784","0"
"08/02/14","Liverpool","Arsenal","5","1","H","2.2","3.6","3.4","2.24350144","3.71796760","3.50503297","-0.28530402059813","0.21156555283485","0","0.21156555283485"
"08/04/12","Arsenal","Man City","1","0","H","2.4","3.4","2.88","2.51679232","3.63924678","3.04983389","0.6026688453159","1.91197774969658","1.91197774969658","0"
"08/04/2018","Arsenal","Southampton","3","2","H","1.57","4.5","6","1.59151492","4.68139150","6.32686567","0.37166784619013","-0.05953927417768","-0.05953927417768","0"
"08/05/11","Stoke","Arsenal","3","1","H","5.5","3.75","1.67","6.02207329","3.98558411","1.71514825","-0.58303998064477","-1.19163622160827","0","-1.19163622160827"
"08/05/16","Man City","Arsenal","2","2","D","2.5","3.6","2.9","2.54799870","3.70037807","2.96478607","-0.33729246487867","-1.64142920753651","0","-1.64142920753651"
"08/11/15","Arsenal","Tottenham","1","1","D","1.73","4","5","1.75842792","4.15532426","5.24507327","-0.56868978805394","1.5351106079979","1.5351106079979","0"
"08/12/12","Arsenal","West Brom","2","0","H","1.5","4.33","6.5","1.53961404","4.67740744","7.31566787","0.35048656757663","-1.36803492605521","-1.36803492605521","0"
"08/12/13","Arsenal","Everton","1","1","D","1.7","3.8","5.75","1.72473301","3.92584111","6.04311280","-0.57979988334006","0.64366279138611","0.64366279138611","0"
"08/12/2018","Arsenal","Huddersfield","1","0","H","1.28","6","12","1.29729730","6.40000000","13.71428571","0.22916666666666","0.1998895272517","0.1998895272517","0"
"09/02/13","Sunderland","Arsenal","0","1","A","4.5","3.6","1.91","4.66485753","3.70474138","1.93908629","0.48429319371727","0.10088730211128","0","0.10088730211128"
"09/02/2019","Huddersfield","Arsenal","1","2","A","5.75","4.4","1.6","6.05383848","4.57573474","1.62266168","0.38372859025032","0.93592273663033","0","0.93592273663033"
"09/04/16","West Ham","Arsenal","3","3","D","3.6","3.5","2","3.89690722","3.78000000","2.08839779","-0.47883597883597","-0.99393250177563","0","-0.99393250177563"
"09/05/2018","Leicester","Arsenal","3","1","H","3.75","3.79","2","3.89873128","3.94198544","2.04153699","-0.48982703019642","0.06853283875893","0","0.06853283875893"
"09/08/15","Arsenal","West Ham","0","2","A","1.29","6","12","1.30412805","6.31836735","13.34482759","-0.76679586563307","-1.90001628666862","-1.90001628666862","0"
"09/09/2017","Arsenal","Bournemouth","3","0","H","1.36","5.5","9","1.37762619","5.80011488","9.83252191","0.27411368587839","0.23001444791258","0.23001444791258","0"
"09/11/14","Swansea","Arsenal","2","1","H","3.75","3.5","2.1","3.88888889","3.62068966","2.14285714","-0.46666666666666","-1.27792683796228","0","-1.27792683796228"
"09/11/2019","Leicester","Arsenal","2","0","H","2","3.75","3.5","2.07236842","4.01273885","3.72781065","-0.26825396825396","-2.01080799496568","0","-2.01080799496568"
"09/12/2019","West Ham","Arsenal","1","3","A","3.3","4","2","3.50442478","4.30434783","2.07329843","0.51767676767676","-2.15178806141593","0","-2.15178806141593"
"10/02/15","Arsenal","Leicester","2","1","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","0.74047653389184","0.74047653389184","0"
"10/02/2018","Tottenham","Arsenal","1","0","H","2","3.6","3.5","2.08839779","3.89690722","3.78000000","-0.26455026455026","-1.27043093985557","0","-1.27043093985557"
"10/03/2019","Arsenal","Man United","2","0","H","2.4","3.6","3","2.45454545","3.72413793","3.08571429","0.59259259259259","1.27150802565492","1.27150802565492","0"
"10/04/11","Blackpool","Arsenal","1","3","A","8.5","5","1.36","10.00000000","5.48387097","1.39344262","0.28235294117647","-1.28408731852148","0","-1.28408731852148"
"10/04/17","Crystal Palace","Arsenal","3","0","H","4.5","3.9","1.83","4.67591177","4.03144417","1.85843243","-0.53808789874363","-1.16870782499652","0","-1.16870782499652"
"10/05/17","Southampton","Arsenal","0","2","A","3.6","3.8","2.05","3.72859422","3.94356426","2.09106726","0.52177530547235","0.97267507875228","0","0.97267507875228"
"10/09/11","Arsenal","Swansea","1","0","H","1.36","4.75","9","1.39603009","5.22059264","10.85376478","0.28368306386882","-1.90622313633067","-1.90622313633067","0"
"10/09/16","Arsenal","Southampton","2","1","H","1.57","4.2","6.5","1.59409635","4.37699561","6.93394090","0.37268534720764","-0.17424317394828","-0.17424317394828","0"
"10/11/10","Wolves","Arsenal","0","2","A","5.5","3.6","1.67","6.15945359","3.87129254","1.72611321","0.42066372305893","0.55920225704833","0","0.55920225704833"
"10/11/12","Arsenal","Fulham","3","3","D","1.53","4.2","6","1.57693252","4.57366548","6.79281184","-0.63414254590725","-1.13276497457928","-1.13276497457928","0"
"10/11/13","Man United","Arsenal","1","0","H","2.35","3.5","3.2","2.39454132","3.59972646","3.28316008","-0.30458459979736","0.80095494435929","0","0.80095494435929"
"10/12/11","Arsenal","Everton","1","0","H","1.53","4","6.5","1.57617381","4.33176044","7.42395023","0.36555220378749","1.63019362851635","1.63019362851635","0"
"10/12/16","Arsenal","Stoke","3","1","H","1.35","5.5","9.5","1.36711621","5.79561794","10.41784615","0.26853328607714","0.45191782794359","0.45191782794359","0"
"10/12/2017","Southampton","Arsenal","1","1","D","4","3.75","1.95","4.16370107","3.89351082","1.98810535","-0.50299145299145","0.1193607223751","0","0.1193607223751"
"11/01/15","Arsenal","Stoke","3","0","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","0.66405183349689","0.66405183349689","0"
"11/01/2020","Crystal Palace","Arsenal","1","1","D","4.1","3.9","1.8","4.43892659","4.20543542","1.86243044","-0.53693280522548","-1.22064086673559","0","-1.22064086673559"
"11/02/12","Sunderland","Arsenal","1","2","A","3.5","3.4","2.1","3.74475524","3.63050847","2.18571429","0.54248366013071","-1.16881932510551","0","-1.16881932510551"
"11/02/17","Arsenal","Hull","2","0","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","-0.81089557402879","-0.81089557402879","0"
"11/03/2018","Arsenal","Watford","3","0","H","1.44","5","7.5","1.45945946","5.24271845","8.05970149","0.31481481481481","-1.0889219904335","-1.0889219904335","0"
"11/04/12","Wolves","Arsenal","0","3","A","7","4.5","1.44","8.12903226","4.94117647","1.48235294","0.32539682539682","1.48658092429976","0","1.48658092429976"
"11/04/15","Burnley","Arsenal","0","1","A","6.5","4.33","1.57","6.82123974","4.47023981","1.58806427","0.37030256191492","2.24762344347633","0","2.24762344347633"
"11/05/14","Norwich","Arsenal","0","2","A","4.5","3.8","1.85","4.68204243","3.92900021","1.88005151","0.46809967862599","1.36533104583","0","1.36533104583"
"11/05/15","Arsenal","Swansea","0","1","A","1.3","6","11","1.31527849","6.33990148","12.19905213","-0.76029526029526","0.47530057071756","0.47530057071756","0"
"11/08/2017","Arsenal","Leicester","4","3","H","1.53","4.5","6.5","1.55350169","4.70955012","6.94644936","0.35629294452823","2.21014651144203","2.21014651144203","0"
"11/08/2019","Newcastle","Arsenal","0","1","A","4.5","3.75","1.72","5.03032929","4.11118980","1.79221982","0.44203273040482","-1.1157144661943","0","-1.1157144661943"
"11/09/10","Arsenal","Bolton","4","1","H","1.25","5.5","13","1.28136201","6.16379310","17.43902439","0.21958041958041","0.4336191502467","0.4336191502467","0"
"11/11/2018","Arsenal","Wolves","1","1","D","1.66","4.2","5.25","1.68895349","4.39042821","5.55095541","-0.592082616179","-0.32424555521988","-0.32424555521988","0"
"12/01/2019","West Ham","Arsenal","1","0","H","3.5","4","2.05","3.59874608","4.12949640","2.08348457","-0.47996515679442","-1.25704205978734","0","-1.25704205978734"
"12/02/11","Arsenal","Wolves","2","0","H","1.22","6","15","1.24687713","6.71149144","20.40892193","0.19799635701275","-0.02167767926087","-0.02167767926087","0"
"12/02/14","Arsenal","Man United","0","0","D","2.15","3.5","3.6","2.19500338","3.62085097","3.72798165","-0.45558016488249","-0.4750819942778","-0.4750819942778","0"
"12/03/12","Arsenal","Newcastle","2","1","H","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","0.32513044222051","1.90850434146308","1.90850434146308","0"
"12/05/2019","Burnley","Arsenal","1","3","A","3.25","3.8","2.2","3.34194342","3.92630058","2.24174917","0.55391976444608","-0.9943212706732","0","-0.9943212706732"
"12/07/2020","Tottenham","Arsenal","2","1","H","2.62","3.4","2.7","2.73007537","3.58772052","2.81705032","-0.35498123478964","0.48852424372699","0","0.48852424372699"
"12/08/2018","Arsenal","Man City","0","2","A","4","3.8","1.95","4.14352283","3.92929739","1.98349320","-0.24134053081421","0.27378222582582","0.27378222582582","0"
"12/09/15","Arsenal","Stoke","2","0","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","0.01564352344154","0.01564352344154","0"
"13/01/13","Arsenal","Man City","0","2","A","2.63","3.5","2.8","2.68432564","3.59687398","2.86165803","-0.3725330436357","0.57287367510751","0.57287367510751","0"
"13/01/14","Aston Villa","Arsenal","1","2","A","6","4.2","1.62","6.27675277","4.33375796","1.63951807","0.39006466784244","0.90216020530549","0","0.90216020530549"
"13/01/16","Liverpool","Arsenal","3","3","D","2.88","3.4","2.6","2.95359485","3.50304542","2.65983173","-0.37596363331657","0.67392453741989","0","0.67392453741989"
"13/04/13","Arsenal","Norwich","3","1","H","1.25","6.5","14","1.26330403","6.87657431","15.87209302","0.2084249084249","1.43046863954841","1.43046863954841","0"
"13/05/12","West Brom","Arsenal","2","3","A","5","4","1.67","5.44269419","4.27839453","1.71663526","0.41746506986027","-1.85073168288574","0","-1.85073168288574"
"13/05/17","Stoke","Arsenal","1","4","A","4.75","4.1","1.75","4.95277021","4.25019486","1.77680026","0.4371905373189","1.94795351481482","0","1.94795351481482"
"13/05/2018","Huddersfield","Arsenal","0","1","A","6","4.33","1.6","6.28421689","4.47609476","1.61953247","0.38253784962791","0.07940284219671","0","0.07940284219671"
"13/08/11","Newcastle","Arsenal","0","0","D","3.75","3.25","2.1","4.00293255","3.43828715","2.17703349","-0.45934065934065","-2.18794739120233","0","-2.18794739120233"
"13/09/14","Arsenal","Man City","2","2","D","3","3.4","2.5","3.08467742","3.50917431","2.55852843","-0.32418300653594","-0.31990614849094","-0.31990614849094","0"
"13/12/10","Man United","Arsenal","1","0","H","2","3.4","3.8","2.07939914","3.63602251","4.09725159","-0.24406604747162","0.94219310541742","0","0.94219310541742"
"13/12/14","Arsenal","Newcastle","4","1","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","-0.17749023284518","-0.17749023284518","0"
"13/12/15","Aston Villa","Arsenal","0","2","A","6.5","4.2","1.57","6.93394090","4.37699561","1.59409635","0.37268534720764","-0.78361994419588","0","-0.78361994419588"
"13/12/16","Everton","Arsenal","2","1","H","4.2","3.75","1.91","4.37340990","3.88763246","1.94507306","-0.51411950469542","-0.35638157093172","0","-0.35638157093172"
"13/12/2017","West Ham","Arsenal","0","0","D","5.25","4.2","1.66","5.55095541","4.39042821","1.68895349","-0.592082616179","-0.35091388566495","0","-0.35091388566495"
"14/01/17","Swansea","Arsenal","0","4","A","7","4.75","1.5","7.34355828","4.90573770","1.51518987","0.34001670843776","-0.45815329006666","0","-0.45815329006666"
"14/01/2018","Bournemouth","Arsenal","2","1","H","4.75","4.2","1.75","4.90573770","4.32129964","1.77071006","-0.56474519632414","-1.22049048069873","0","-1.22049048069873"
"14/02/16","Arsenal","Leicester","2","1","H","1.75","4","5","1.77215190","4.11764706","5.18518519","0.43571428571428","-0.94571462545118","-0.94571462545118","0"
"14/03/15","Arsenal","West Ham","3","0","H","1.4","5","9","1.41679160","5.22099448","9.74226804","0.29417989417989","1.29063609680316","1.29063609680316","0"
"14/05/13","Arsenal","Wigan","4","1","H","1.4","5.5","8","1.41392502","5.72136223","8.47706422","0.29274891774891","0.25425802267907","0.25425802267907","0"
"14/08/16","Arsenal","Liverpool","3","4","A","2.4","3.5","3.1","2.44890282","3.60498385","3.18207739","-0.40834613415258","-0.67590065343831","-0.67590065343831","0"
"14/09/13","Sunderland","Arsenal","1","3","A","6","3.9","1.67","6.27456647","4.01417565","1.69059053","0.40849071088592","1.44541667563723","0","1.44541667563723"
"14/10/2017","Watford","Arsenal","2","1","H","5.25","4.33","1.65","5.51526458","4.50885787","1.67532424","-0.59689937980931","-0.37007251814552","0","-0.37007251814552"
"14/11/10","Everton","Arsenal","1","2","A","3.4","3.3","2.2","3.61158798","3.49896050","2.28668478","0.56268568033273","1.30328378409483","0","1.30328378409483"
"14/12/13","Man City","Arsenal","6","3","H","1.83","3.75","4.75","1.85677667","3.86419204","4.93471473","-0.20264595916019","-0.13204295822517","0","-0.13204295822517"
"15/01/11","West Ham","Arsenal","0","3","A","6","4","1.57","6.72057075","4.30792683","1.61531866","0.38092710544939","0.04250661683996","0","0.04250661683996"
"15/01/12","Swansea","Arsenal","3","2","H","4.75","3.5","1.8","5.17435159","3.72510373","1.85773409","-0.53829016986911","-1.38386033168088","0","-1.38386033168088"
"15/04/14","Arsenal","West Ham","3","1","H","1.4","5","9","1.41679160","5.22099448","9.74226804","0.29417989417989","-0.5263469459565","-0.5263469459565","0"
"15/04/2018","Newcastle","Arsenal","2","1","H","3.29","3.6","2.25","3.38722593","3.71673640","2.29505232","-0.43571991444331","-0.23070892407073","0","-0.23070892407073"
"15/04/2019","Watford","Arsenal","0","1","A","3.2","3.75","2.25","3.28267477","3.86404293","2.29056204","0.56342592592592","1.07044303275843","0","1.07044303275843"
"15/05/11","Arsenal","Aston Villa","1","2","A","1.36","5","8.5","1.39344262","5.48387097","10.00000000","-0.71764705882352","-2.19163622160827","-2.19163622160827","0"
"15/05/16","Arsenal","Aston Villa","4","0","H","1.17","9","17","1.18135023","9.71824104","19.75827815","0.15351097704038","-1.00908225166014","-1.00908225166014","0"
"15/07/2020","Arsenal","Liverpool","2","1","H","3.8","3.8","1.9","4.07142857","4.07142857","1.96551724","0.75438596491228","1.6474465098681","1.6474465098681","0"
"15/08/10","Liverpool","Arsenal","1","1","D","2.5","3.25","2.88","2.61989177","3.45557470","3.04027718","-0.32891737891737","-0.32891737891737","0","-0.32891737891737"
"15/09/12","Arsenal","Southampton","6","1","H","1.36","5","8.5","1.39344262","5.48387097","10.00000000","0.28235294117647","-0.5038603189193","-0.5038603189193","0"
"15/09/2018","Newcastle","Arsenal","1","2","A","4.2","3.8","1.9","4.36861314","3.93750000","1.93376414","0.4828738512949","1.05552445493896","0","1.05552445493896"
"15/09/2019","Watford","Arsenal","2","2","D","3.6","3.6","2","3.85714286","3.85714286","2.07692308","-0.48148148148148","0.20951103317554","0","0.20951103317554"
"15/10/16","Arsenal","Swansea","3","2","H","1.29","6.5","11","1.30116148","6.79364105","11.86811066","0.23145588261867","2.31176139227586","2.31176139227586","0"
"15/12/2019","Arsenal","Man City","0","3","A","6","5.25","1.44","6.69026549","5.77099237","1.47656250","-0.14947089947089","-1.7460375740865","-1.7460375740865","0"
"16/02/2020","Arsenal","Newcastle","4","0","H","1.4","4.75","8","1.43331837","5.15670436","9.22543353","0.30231829573934","-0.8213182951226","-0.8213182951226","0"
"16/03/13","Swansea","Arsenal","0","2","A","3.4","3.5","2.25","3.49619151","3.60201794","2.29172611","0.56364768129474","0.90979077078086","0","0.90979077078086"
"16/03/14","Tottenham","Arsenal","0","1","A","3.1","3.4","2.45","3.18173977","3.49857743","2.50077474","0.60012392053595","-0.26613110921591","0","-0.26613110921591"
"16/04/12","Arsenal","Wigan","1","2","A","1.25","6","12","1.27659574","6.66666667","15.00000000","-0.78333333333333","0.37811714874591","0.37811714874591","0"
"16/04/13","Arsenal","Everton","0","0","D","1.75","3.9","5","1.77888792","4.04644269","5.24327785","-0.56214896214896","0.61199705265577","0.61199705265577","0"
"16/05/17","Arsenal","Sunderland","2","0","H","1.09","13","29","1.10154135","14.85647144","40.20841487","0.09218115007422","1.68696006171444","1.68696006171444","0"
"16/08/14","Arsenal","Crystal Palace","2","1","H","1.25","6.5","15","1.26077586","6.80232558","16.71428571","0.2068376068376","1.89635165920355","1.89635165920355","0"
"16/08/15","Crystal Palace","Arsenal","1","2","A","5.25","3.9","1.73","5.48940374","4.03058060","1.75522466","0.43027236090819","-1.88819312362138","0","-1.88819312362138"
"16/10/10","Arsenal","Birmingham","2","1","H","1.29","5.5","11","1.31714109","6.02974504","13.34482759","0.24077989194268","-0.72395085217208","-0.72395085217208","0"
"16/10/11","Arsenal","Sunderland","2","1","H","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","0.32513044222051","0.02550808459218","0.02550808459218","0"
"16/12/2017","Arsenal","Newcastle","1","0","H","1.25","6.5","14","1.26330403","6.87657431","15.87209302","0.2084249084249","-0.75042182358119","-0.75042182358119","0"
"16/12/2018","Southampton","Arsenal","3","2","H","4.1","3.9","1.9","4.25484338","4.03984752","1.93259261","-0.51743962783757","-0.06968685272262","0","-0.06968685272262"
"17/01/16","Stoke","Arsenal","0","0","D","4.33","3.6","1.95","4.46897099","3.69554540","1.97769638","-0.50563878854871","-0.20439959833646","0","-0.20439959833646"
"17/04/11","Arsenal","Liverpool","1","1","D","1.73","3.6","5","1.78753205","3.85841731","5.51280538","-0.55943052879469","-2.04151420432893","-2.04151420432893","0"
"17/04/16","Arsenal","Crystal Palace","1","1","D","1.33","5.75","9.5","1.34856723","6.11392405","10.53616533","-0.74152773237441","-1.335690069674","-1.335690069674","0"
"17/04/17","Middlesbrough","Arsenal","1","2","A","7","4","1.5","8.12903226","4.34482759","1.54601227","0.3531746031746","-1.04660060405209","0","-1.04660060405209"
"17/05/15","Man United","Arsenal","1","1","D","2.45","3.5","3","2.50568182","3.61475410","3.08391608","-0.32426303854875","-0.23427553819286","0","-0.23427553819286"
"17/06/2020","Man City","Arsenal","3","0","H","1.36","5.25","7.5","1.39744259","5.85565883","8.80032868","-0.11363211951447","0.39940961728456","0","0.39940961728456"
"17/08/13","Arsenal","Aston Villa","1","3","A","1.44","4.75","8","1.46101816","4.98663426","8.69491525","-0.68445419103313","0.28810634882643","0.28810634882643","0"
"17/08/2019","Arsenal","Burnley","2","1","H","1.3","5.5","10","1.32940812","6.06789250","12.05056180","0.24778554778554","-0.22261155697886","-0.22261155697886","0"
"17/09/11","Blackburn","Arsenal","4","3","H","4.2","3.4","1.91","4.55572135","3.62941343","1.98031889","-0.50496917789803","-1.69354525540518","0","-1.69354525540518"
"17/09/16","Hull","Arsenal","1","4","A","6","4.2","1.6","6.37974684","4.38260870","1.62580645","0.38492063492063","0.54796992585101","0","0.54796992585101"
"17/09/2017","Chelsea","Arsenal","0","0","D","1.8","4","4.5","1.83050847","4.15384615","4.69565217","-0.21296296296296","-0.0751296651246","0","-0.0751296651246"
"17/10/15","Watford","Arsenal","0","3","A","6","4.2","1.62","6.27675277","4.33375796","1.63951807","0.39006466784244","1.65154606503132","0","1.65154606503132"
"17/11/12","Arsenal","Tottenham","5","2","H","1.91","3.75","3.8","1.97720173","4.01813395","4.07559460","0.49423471418511","-0.18101392052488","-0.18101392052488","0"
"17/12/12","Reading","Arsenal","2","5","A","5.5","4","1.62","6.04409271","4.28022418","1.66412451","0.3990834268612","-0.33480895328675","0","-0.33480895328675"
"18/01/14","Arsenal","Fulham","2","0","H","1.22","7","15","1.23465913","7.51172791","17.56398537","0.19005984907624","1.29486601354192","1.29486601354192","0"
"18/01/15","Man City","Arsenal","0","2","A","1.8","4","4.5","1.83050847","4.15384615","4.69565217","0.78703703703703","1.13554306156706","0","1.13554306156706"
"18/01/2020","Arsenal","Sheffield United","1","1","D","1.83","3.6","4.33","1.89373434","3.85524538","4.70464328","-0.52805717162284","-1.59922713888753","-1.59922713888753","0"
"18/03/17","West Brom","Arsenal","3","1","H","5.25","4","1.73","5.42576229","4.10122295","1.74866632","-0.57186439122855","-1.47499165599605","0","-1.47499165599605"
"18/08/12","Arsenal","Sunderland","0","0","D","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","-0.69623404917522","-2.87236255745779","-2.87236255745779","0"
"18/08/2018","Chelsea","Arsenal","3","2","H","1.8","4","4.5","1.83050847","4.15384615","4.69565217","-0.21296296296296","-0.30391707372673","0","-0.30391707372673"
"18/09/10","Sunderland","Arsenal","1","1","D","5.5","3.7","1.67","6.06595270","3.94778417","1.71868915","-0.58183877944356","-0.14821962919686","0","-0.14821962919686"
"18/10/14","Arsenal","Hull","2","2","D","1.4","5","9","1.41679160","5.22099448","9.74226804","-0.7058201058201","-1.84299705036122","-1.84299705036122","0"
"18/11/2017","Arsenal","Tottenham","2","0","H","2.5","3.6","2.89","2.55058347","3.70583207","2.95781055","0.60793284634115","0.80640242637694","0.80640242637694","0"
"18/12/11","Man City","Arsenal","1","0","H","1.73","3.75","4.5","1.79944526","4.09234274","5.00214179","-0.19991436523228","0.59573006762376","0","0.59573006762376"
"18/12/16","Man City","Arsenal","2","1","H","2.15","3.6","3.5","2.19500338","3.72798165","3.62085097","-0.276178171527","-0.12930373920272","0","-0.12930373920272"
"19/01/2019","Arsenal","Chelsea","2","0","H","3.1","3.6","2.37","3.17311707","3.69898188","2.41249977","0.68485247190841","-0.05474996004135","-0.05474996004135","0"
"19/03/11","West Brom","Arsenal","2","2","D","5","3.6","1.73","5.51280538","3.85841731","1.78753205","-0.55943052879469","-1.06440115820482","0","-1.06440115820482"
"19/03/16","Everton","Arsenal","0","2","A","2.7","3.5","2.7","2.76585366","3.61146497","2.76585366","0.6384479717813","0.17948552040399","0","0.17948552040399"
"19/05/13","Newcastle","Arsenal","0","1","A","6","4.6","1.55","6.37239325","4.81575985","1.57375843","0.36457846345644","0.41041157771061","0","0.41041157771061"
"19/08/2017","Stoke","Arsenal","1","0","H","4.5","3.8","1.85","4.68204243","3.92900021","1.88005151","-0.531900321374","1.19354727885496","0","1.19354727885496"
"19/09/15","Chelsea","Arsenal","2","0","H","2.45","3.5","3","2.50568182","3.61475410","3.08391608","-0.32426303854875","-0.60180345534997","0","-0.60180345534997"
"19/10/13","Arsenal","Norwich","4","1","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","1.47271519633622","1.47271519633622","0"
"19/11/11","Norwich","Arsenal","1","2","A","5.5","3.6","1.67","6.15945359","3.87129254","1.72611321","0.42066372305893","1.98262136615893","0","1.98262136615893"
"19/11/16","Man United","Arsenal","1","1","D","2.6","3.4","2.9","2.65419658","3.49327762","2.96758759","-0.33697404691319","-0.81357677235313","0","-0.81357677235313"
"20/01/13","Chelsea","Arsenal","2","1","H","1.91","3.6","4","1.97453814","3.83633997","4.29392173","-0.23288733759937","-0.01050023006849","0","-0.01050023006849"
"20/01/2018","Arsenal","Crystal Palace","4","1","H","1.5","4.75","7","1.51518987","4.90573770","7.34355828","0.34001670843776","-1.08889868068588","-1.08889868068588","0"
"20/04/11","Tottenham","Arsenal","3","3","D","2.88","3.4","2.4","3.04983389","3.63924678","2.51679232","-0.39733115468409","-2.68951690968457","0","-2.68951690968457"
"20/04/13","Fulham","Arsenal","0","1","A","5","4","1.75","5.18518519","4.11764706","1.77215190","0.43571428571428","1.34865274800712","0","1.34865274800712"
"20/04/14","Hull","Arsenal","0","3","A","4.5","3.6","1.8","4.90909091","3.85714286","1.86206897","0.46296296296296","-0.66350790352949","0","-0.66350790352949"
"20/05/15","Arsenal","Sunderland","0","0","D","1.3","6","11","1.31527849","6.33990148","12.19905213","-0.76029526029526","-1.46519270845429","-1.46519270845429","0"
"20/06/2020","Brighton","Arsenal","2","1","H","3.1","3.25","2.37","3.27679746","3.44485855","2.47196604","-0.40453630122882","0.19708626245472","0","0.19708626245472"
"20/08/11","Arsenal","Liverpool","0","2","A","2.5","3.25","2.9","2.61442441","3.44606947","3.05510535","-0.38249336870026","-2.01794841793657","-2.01794841793657","0"
"20/08/16","Leicester","Arsenal","0","0","D","2.88","3.6","2.5","2.95081967","3.71134021","2.55319149","-0.39166666666666","-1.29863470233515","0","-1.29863470233515"
"20/09/14","Aston Villa","Arsenal","0","3","A","4.75","3.6","1.85","4.97731742","3.72907662","1.88350285","0.46907433749539","-0.08189919322572","0","-0.08189919322572"
"20/10/12","Norwich","Arsenal","1","0","H","6","4.2","1.53","6.79281184","4.57366548","1.57693252","-0.63414254590725","0.24442473171259","0","0.24442473171259"
"20/11/10","Arsenal","Tottenham","2","3","A","1.62","4","5.5","1.66412451","4.28022418","6.04409271","-0.60091657313879","0.46158731901336","0.46158731901336","0"
"21/01/2020","Chelsea","Arsenal","2","2","D","1.72","3.9","4.5","1.78130532","4.23010090","4.94528178","-0.20221294639899","-1.4684655492646","0","-1.4684655492646"
"21/02/15","Crystal Palace","Arsenal","1","2","A","4.75","3.75","1.83","4.93471473","3.86419204","1.85677667","0.46143226919758","1.57867064841111","0","1.57867064841111"
"21/03/12","Everton","Arsenal","0","1","A","3","3.4","2.3","3.19909091","3.65800416","2.41523679","0.58596192100028","3.06440090298624","0","3.06440090298624"
"21/03/15","Newcastle","Arsenal","1","2","A","6","3.8","1.57","6.92468403","4.15106301","1.62684442","0.38531307036167","2.10133537515974","0","2.10133537515974"
"21/04/12","Arsenal","Chelsea","0","0","D","2","3.6","3.6","2.07692308","3.85714286","3.85714286","-0.48148148148148","-0.68932625373584","-0.68932625373584","0"
"21/04/16","Arsenal","West Brom","2","0","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","-0.37791867250452","-0.37791867250452","0"
"21/04/2019","Arsenal","Crystal Palace","2","3","A","1.53","4.6","6.5","1.54962513","4.78208300","6.86960657","-0.64531736142989","0.11031085651372","0.11031085651372","0"
"21/05/17","Arsenal","Everton","3","1","H","1.45","5","7.5","1.46629213","5.19920319","7.95731707","0.31800766283524","1.62292263598286","1.62292263598286","0"
"21/07/2020","Aston Villa","Arsenal","1","0","H","3.3","3.6","2.1","3.52074513","3.86431227","2.18726986","-0.45719095719095","0.5545985887759","0","0.5545985887759"
"21/08/10","Arsenal","Blackpool","6","0","H","1.17","7","19","1.19335873","7.92849864","27.85381862","0.16202900413426","-0.16688837478311","-0.16688837478311","0"
"21/10/2019","Sheffield United","Arsenal","1","0","H","3.9","3.75","1.9","4.16760405","3.99676375","1.96135521","-0.50985155195681","-1.09783694112934","0","-1.09783694112934"
"21/11/15","West Brom","Arsenal","2","1","H","7","4.33","1.53","7.47807741","4.50828273","1.55168226","-0.64446183913647","0.43694506515772","0","0.43694506515772"
"21/12/11","Aston Villa","Arsenal","1","2","A","5","3.6","1.73","5.51280538","3.85841731","1.78753205","0.4405694712053","0.7325335880043","0","0.7325335880043"
"21/12/14","Liverpool","Arsenal","2","2","D","2.8","3.5","2.6","2.87368421","3.61589404","2.66341463","-0.37545787545787","-0.08628144163639","0","-0.08628144163639"
"21/12/15","Arsenal","Man City","2","1","H","2.45","3.5","3","2.50568182","3.61475410","3.08391608","0.60090702947845","-0.6184272004317","-0.6184272004317","0"
"21/12/2019","Everton","Arsenal","0","0","D","2.3","3.8","2.87","2.38478457","4.03713559","3.00323266","-0.33297453602192","-1.81075814185445","0","-1.81075814185445"
"22/01/11","Arsenal","Wigan","3","0","H","1.2","6.5","15","1.22641509","7.35849057","20.52631579","0.18461538461538","0.47118804892697","0.47118804892697","0"
"22/01/12","Arsenal","Man United","1","2","A","2.8","3.4","2.5","2.94069193","3.60970677","2.61155816","-0.34005602240896","-1.52400198885756","-1.52400198885756","0"
"22/01/17","Arsenal","Burnley","2","1","H","1.2","7.5","17","1.21236133","8.01047120","19.87012987","0.17516339869281","0.23112961332156","0.23112961332156","0"
"22/02/14","Arsenal","Sunderland","4","1","H","1.33","5.5","11","1.34466912","5.75984252","12.09090909","0.25632262474367","-0.60882403737657","-0.60882403737657","0"
"22/03/14","Chelsea","Arsenal","6","0","H","1.85","3.6","4.75","1.88350285","3.72907662","4.97731742","-0.20091143775354","-0.65571350715681","0","-0.65571350715681"
"22/04/2018","Arsenal","West Ham","4","1","H","1.55","4.59","6","1.57414953","4.80844832","6.37881052","0.36473633658959","0.3383771110546","0.3383771110546","0"
"22/05/11","Fulham","Arsenal","2","2","D","3.75","3.6","1.95","4.03912543","3.86563877","2.02538950","-0.49373219373219","-2.12593788654577","0","-2.12593788654577"
"22/09/13","Arsenal","Stoke","3","1","H","1.36","5.25","10","1.37607606","5.49794661","10.93973442","0.27329598506069","1.425963742949","1.425963742949","0"
"22/09/2019","Arsenal","Aston Villa","3","2","H","1.4","4.75","8","1.43331837","5.15670436","9.22543353","0.30231829573934","-0.04209043553119","-0.04209043553119","0"
"22/10/16","Arsenal","Middlesbrough","0","0","D","1.25","6.5","15","1.26077586","6.80232558","16.71428571","-0.79316239316239","1.08173323161186","1.08173323161186","0"
"22/10/2017","Everton","Arsenal","2","5","A","3.79","3.6","2.04","3.94876800","3.74294812","2.08512576","0.52041262121969","0.42902077710368","0","0.42902077710368"
"22/10/2018","Arsenal","Leicester","3","1","H","1.53","4.5","6.5","1.55350169","4.70955012","6.94644936","0.35629294452823","2.24650099952809","2.24650099952809","0"
"22/11/14","Arsenal","Man United","1","2","A","2.15","3.6","3.5","2.19500338","3.72798165","3.62085097","-0.45558016488249","-1.17135804069581","-1.17135804069581","0"
"22/12/12","Wigan","Arsenal","0","1","A","4.75","3.75","1.73","5.20515888","4.02807658","1.78690941","0.44037453943143","-0.38866912804044","0","-0.38866912804044"
"22/12/2017","Arsenal","Liverpool","3","3","D","2.54","3.6","2.79","2.60597443","3.73398201","2.86980467","-0.38373361931909","-1.49044838742852","-1.49044838742852","0"
"22/12/2018","Arsenal","Burnley","3","1","H","1.25","6.5","15","1.26077586","6.80232558","16.71428571","0.2068376068376","0.72923337029398","0.72923337029398","0"
"23/01/13","Arsenal","West Ham","5","1","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","-0.09403784796284","-0.09403784796284","0"
"23/02/11","Arsenal","Stoke","1","0","H","1.3","5.25","10","1.33452827","5.86256263","12.48475610","0.25067155067155","0.73544141843413","0.73544141843413","0"
"23/02/13","Arsenal","Aston Villa","2","1","H","1.33","5.5","11","1.34466912","5.75984252","12.09090909","0.25632262474367","0.72974297049066","0.72974297049066","0"
"23/02/2020","Arsenal","Everton","3","2","H","2","3.6","3.7","2.06618407","3.82026769","3.93307087","0.51601601601601","-0.93035009297343","-0.93035009297343","0"
"23/08/14","Everton","Arsenal","2","2","D","2.8","3.4","2.7","2.85769345","3.48544567","2.75360663","-0.36316007884635","1.2390116861773","0","1.2390116861773"
"23/09/12","Man City","Arsenal","1","1","D","1.75","3.6","4.75","1.81317849","3.87796976","5.24616508","-0.19061542745753","0.10624584532836","0","0.10624584532836"
"23/09/2018","Arsenal","Everton","2","0","H","1.44","5","7.5","1.45945946","5.24271845","8.05970149","0.31481481481481","0.98780142012585","0.98780142012585","0"
"23/10/11","Arsenal","Stoke","3","1","H","1.53","4","6.5","1.57617381","4.33176044","7.42395023","0.36555220378749","0.52775320798253","0.52775320798253","0"
"23/11/13","Arsenal","Southampton","2","0","H","1.62","4.2","6","1.63951807","4.33375796","6.27675277","0.39006466784244","0.60225910800006","0.60225910800006","0"
"23/11/2019","Arsenal","Southampton","2","2","D","1.45","4.75","6.5","1.48887965","5.19434373","7.36176773","-0.67164595839731","-2.35512063388651","-2.35512063388651","0"
"23/12/13","Arsenal","Chelsea","0","0","D","2.38","3.4","3.25","2.42223382","3.48685199","3.32926829","-0.41284205990088","-0.24030041832869","-0.24030041832869","0"
"24/01/16","Arsenal","Chelsea","0","1","A","2.1","3.5","3.9","2.12727273","3.57641921","3.99512195","-0.47008547008547","-1.27539209790039","-1.27539209790039","0"
"24/02/2019","Arsenal","Southampton","2","0","H","1.5","4.75","7","1.51518987","4.90573770","7.34355828","0.34001670843776","1.0174671774425","1.0174671774425","0"
"24/03/12","Arsenal","Aston Villa","3","0","H","1.33","5","10","1.36131013","5.47325103","12.09090909","0.26541353383458","3.08903454487814","3.08903454487814","0"
"24/04/11","Bolton","Arsenal","2","1","H","4.5","3.8","1.75","4.91917808","4.09464082","1.80997984","-0.55249234196602","-2.56713969387111","0","-2.56713969387111"
"24/04/16","Sunderland","Arsenal","0","0","D","4.5","4","1.8","4.69565217","4.15384615","1.83050847","-0.54629629629629","-0.62384866843452","0","-0.62384866843452"
"24/04/2019","Wolves","Arsenal","3","1","H","2.9","3.5","2.55","2.96505967","3.59520778","2.60016743","-0.38459061785633","-0.01586036633785","0","-0.01586036633785"
"24/05/15","Arsenal","West Brom","4","1","H","1.4","5.25","8.5","1.41479524","5.46428571","9.07627119","0.29318394024276","-1.54231133012645","-1.54231133012645","0"
"24/08/13","Fulham","Arsenal","1","3","A","3.8","3.5","2.1","3.92459016","3.60542169","2.13750000","0.53216374269005","0.3845558058022","0","0.3845558058022"
"24/08/15","Arsenal","Liverpool","0","0","D","1.75","4","5","1.77215190","4.11764706","5.18518519","-0.56428571428571","-1.69218357761184","-1.69218357761184","0"
"24/08/2019","Liverpool","Arsenal","3","1","H","1.5","4.6","6","1.53903346","4.98795181","6.67741935","-0.14975845410628","0.01222060677118","0","0.01222060677118"
"24/09/11","Arsenal","Bolton","3","0","H","1.44","4.5","7","1.48235294","4.94117647","8.12903226","0.32539682539682","-0.87441623627616","-0.87441623627616","0"
"24/09/16","Arsenal","Chelsea","3","0","H","2.4","3.5","3.1","2.44890282","3.60498385","3.18207739","0.59165386584741","0.98611281465804","0.98611281465804","0"
"24/10/10","Man City","Arsenal","0","3","A","2.5","3.2","2.9","2.62542437","3.40842311","3.07013674","0.6742816091954","-0.43059634842608","0","-0.43059634842608"
"24/10/15","Arsenal","Everton","2","1","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","1.57702720615574","1.57702720615574","0"
"24/11/12","Aston Villa","Arsenal","0","0","D","4.75","3.75","1.73","5.20515888","4.02807658","1.78690941","-0.55962546056856","-1.23419183406999","0","-1.23419183406999"
"25/03/14","Arsenal","Swansea","2","2","D","1.57","4.2","6.5","1.59409635","4.37699561","6.93394090","-0.62731465279235","-0.99772413935103","-0.99772413935103","0"
"25/06/2020","Southampton","Arsenal","0","2","A","2.6","3.5","2.62","2.72272554","3.72608877","2.74466616","0.63565696390123","1.31422470783744","0","1.31422470783744"
"25/08/2018","Arsenal","West Ham","3","1","H","1.36","5.5","9","1.37762619","5.80011488","9.83252191","0.27411368587839","0.08520635874034","0.08520635874034","0"
"25/09/10","Arsenal","West Brom","2","3","A","1.22","6","15","1.24687713","6.71149144","20.40892193","-0.80200364298724","-0.95022327218411","-0.95022327218411","0"
"25/09/2017","Arsenal","West Brom","2","0","H","1.33","5.5","11","1.34466912","5.75984252","12.09090909","0.25632262474367","-0.13681470321617","-0.13681470321617","0"
"25/10/14","Sunderland","Arsenal","0","2","A","5.5","3.8","1.73","5.74224457","3.91408364","1.75326502","0.42963557079772","-0.87479374876108","0","-0.87479374876108"
"25/11/2018","Bournemouth","Arsenal","1","2","A","3.5","3.75","1.95","3.78815911","4.08275174","2.03630035","0.5089133089133","-0.13201447475351","0","-0.13201447475351"
"26/02/12","Arsenal","Tottenham","5","2","H","2.5","3.4","2.75","2.62640449","3.63813230","2.90372671","0.61925133689839","-0.04576594382915","-0.04576594382915","0"
"26/04/15","Arsenal","Chelsea","0","0","D","2.4","3.3","3.3","2.44444444","3.38461538","3.38461538","-0.4090909090909","1.46686468819528","1.46686468819528","0"
"26/04/17","Arsenal","Leicester","1","0","H","1.6","4.5","5.75","1.61824104","4.64733396","5.99276236","0.38204508856682","-0.39366834924925","-0.39366834924925","0"
"26/07/2020","Arsenal","Watford","3","2","H","1.9","3.8","3.8","1.96551724","4.07142857","4.07142857","0.49122807017543","0.7243284690321","0.7243284690321","0"
"26/08/12","Stoke","Arsenal","0","0","D","3.5","3.4","2.1","3.74475524","3.63050847","2.18571429","-0.45751633986928","-2.54654556399374","0","-2.54654556399374"
"26/09/15","Leicester","Arsenal","2","5","A","4.5","4","1.8","4.69565217","4.15384615","1.83050847","0.4537037037037","0.6186961139868","0","0.6186961139868"
"26/10/13","Crystal Palace","Arsenal","0","2","A","11","5","1.36","12.16919740","5.22833178","1.37634936","0.27344028520499","1.21426644965218","0","1.21426644965218"
"26/11/11","Arsenal","Fulham","1","1","D","1.44","4.2","8","1.48090108","4.56797583","9.45000000","-0.67526455026455","1.57439696528747","1.57439696528747","0"
"26/11/2017","Burnley","Arsenal","0","1","A","6.5","4.5","1.53","6.94644936","4.70955012","1.55350169","0.35629294452823","0.97466118287099","0","0.97466118287099"
"26/12/13","West Ham","Arsenal","1","3","A","6.5","4","1.62","6.81185984","4.11596091","1.63869796","0.38975941753719","-0.24060566863394","0","-0.24060566863394"
"26/12/14","Arsenal","QPR","2","1","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","0.60036610547626","0.60036610547626","0"
"26/12/15","Southampton","Arsenal","4","0","H","3.6","3.5","2.05","3.83613861","3.72279606","2.12446881","-0.47070589753516","-0.52044330991292","0","-0.52044330991292"
"26/12/16","Arsenal","West Brom","1","0","H","1.33","5.5","8.5","1.36097988","6.07152738","9.94707372","0.26523528071515","0.47290558842562","0.47290558842562","0"
"26/12/2018","Brighton","Arsenal","1","1","D","5.25","3.9","1.72","5.52336888","4.04886181","1.74834930","-0.57196808359599","-0.35164802221531","0","-0.35164802221531"
"26/12/2019","Bournemouth","Arsenal","1","1","D","3.5","3.9","1.95","3.73972603","4.20000000","2.02222222","-0.49450549450549","-1.63361767796263","0","-1.63361767796263"
"27/02/2019","Arsenal","Bournemouth","5","1","H","1.44","5","7.5","1.45945946","5.24271845","8.05970149","0.31481481481481","1.81224714905174","1.81224714905174","0"
"27/08/16","Watford","Arsenal","1","3","A","5","3.75","1.73","5.40249827","3.97193878","1.77577555","0.4368657675016","-0.31547263853725","0","-0.31547263853725"
"27/08/2017","Liverpool","Arsenal","4","0","H","2.15","3.7","3.5","2.18301209","3.79886299","3.58833638","-0.27868067402951","0.39309129935309","0","0.39309129935309"
"27/09/14","Arsenal","Tottenham","1","1","D","1.75","3.9","5","1.77888792","4.04644269","5.24327785","-0.56214896214896","-1.11214783400068","-1.11214783400068","0"
"27/10/12","Arsenal","QPR","1","0","H","1.36","5","8.5","1.39344262","5.48387097","10.00000000","0.28235294117647","-0.22401597790458","-0.22401597790458","0"
"27/10/2019","Arsenal","Crystal Palace","2","2","D","1.45","4.75","6.5","1.48887965","5.19434373","7.36176773","-0.67164595839731","-1.36649582565351","-1.36649582565351","0"
"27/11/10","Aston Villa","Arsenal","2","4","A","3.4","3.3","2.2","3.61158798","3.49896050","2.28668478","0.56268568033273","0.34999139015069","0","0.34999139015069"
"27/11/16","Arsenal","Bournemouth","3","1","H","1.4","5","9","1.41679160","5.22099448","9.74226804","0.29417989417989","-0.81357677235313","-0.81357677235313","0"
"27/12/10","Arsenal","Chelsea","3","1","H","2.63","3.2","2.75","2.76671116","3.40469769","2.89982668","0.63856002995736","1.16008941231586","1.16008941231586","0"
"27/12/11","Arsenal","Wolves","1","1","D","1.22","6","15","1.24687713","6.71149144","20.40892193","-0.80200364298724","-0.49013377804187","-0.49013377804187","0"
"28/01/14","Southampton","Arsenal","2","2","D","4.33","3.5","1.95","4.52243831","3.62467165","1.98809811","-0.50299328590321","1.20471478753959","0","1.20471478753959"
"28/02/16","Man United","Arsenal","3","2","H","3","3.25","2.38","3.19554739","3.48075000","2.50143730","-0.39977016447604","-0.96952115661065","0","-0.96952115661065"
"28/04/12","Stoke","Arsenal","1","1","D","4.33","3.6","1.83","4.70464328","3.85524538","1.89373434","-0.52805717162284","-1.48279695919327","0","-1.48279695919327"
"28/04/13","Arsenal","Man United","1","1","D","2.25","3.6","3.3","2.29343629","3.71250000","3.39428571","-0.43602693602693","0.34897813068544","0.34897813068544","0"
"28/04/14","Arsenal","Newcastle","3","0","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","-0.22939233140902","-0.22939233140902","0"
"28/04/2019","Leicester","Arsenal","3","0","H","2.75","3.6","2.6","2.81721999","3.71607315","2.66000689","-0.37593887593887","-0.98439183486932","0","-0.98439183486932"
"28/08/10","Blackburn","Arsenal","1","2","A","6","4","1.57","6.72057075","4.30792683","1.61531866","0.38092710544939","0.21403873066628","0","0.21403873066628"
"28/08/11","Man United","Arsenal","8","2","H","1.5","4.33","6.5","1.53961404","4.67740744","7.31566787","-0.13669291960285","-2.77294618084426","0","-2.77294618084426"
"28/09/13","Swansea","Arsenal","1","2","A","3.2","3.4","2.38","3.29411765","3.50644567","2.43167305","0.58876050420168","1.65014578369424","0","1.65014578369424"
"28/10/2017","Arsenal","Swansea","2","1","H","1.25","7","12","1.26379137","7.45562130","13.40425532","0.20873015873015","0.36363724995544","0.36363724995544","0"
"28/10/2018","Crystal Palace","Arsenal","2","2","D","4.75","4.1","1.75","4.95277021","4.25019486","1.77680026","-0.56280946268109","1.31338897493208","0","1.31338897493208"
"28/11/12","Everton","Arsenal","1","1","D","2.5","3.4","2.75","2.62640449","3.63813230","2.90372671","-0.34438502673796","-0.9444343149007","0","-0.9444343149007"
"28/12/14","West Ham","Arsenal","1","2","A","3.5","3.5","2.2","3.60937500","3.60937500","2.24271845","0.55411255411255","0.68637898096282","0","0.68637898096282"
"28/12/15","Arsenal","Bournemouth","2","0","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","0.43956433819041","0.43956433819041","0"
"28/12/2017","Crystal Palace","Arsenal","2","3","A","4.5","4","1.8","4.69565217","4.15384615","1.83050847","0.4537037037037","-1.20723954833733","0","-1.20723954833733"
"29/01/2019","Arsenal","Cardiff","2","1","H","1.22","7","15","1.23465913","7.51172791","17.56398537","0.19005984907624","-0.07152771780271","-0.07152771780271","0"
"29/03/14","Arsenal","Man City","1","1","D","3.6","3.5","2.15","3.72798165","3.62085097","2.19500338","-0.2682416635905","-0.81038563805904","-0.81038563805904","0"
"29/04/2018","Man United","Arsenal","2","1","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","-0.11500974658869","0.74026206383526","0","0.74026206383526"
"29/08/15","Newcastle","Arsenal","0","1","A","6","4.2","1.62","6.27675277","4.33375796","1.63951807","0.39006466784244","-0.97785587122064","0","-0.97785587122064"
"29/09/12","Arsenal","Chelsea","1","2","A","2.1","3.4","3.5","2.18571429","3.63050847","3.74475524","-0.45751633986928","-0.76873556440119","-0.76873556440119","0"
"29/09/2018","Arsenal","Watford","2","0","H","1.44","5.1","7","1.46344796","5.40681531","7.59125812","0.31668222844693","1.545824179387","1.545824179387","0"
"29/10/11","Chelsea","Arsenal","3","5","A","1.62","4","5.5","1.66412451","4.28022418","6.04409271","0.8345491956603","1.07861933977401","0","1.07861933977401"
"29/10/16","Sunderland","Arsenal","1","4","A","9","5","1.4","9.74226804","5.22099448","1.41679160","0.29417989417989","1.00322777858411","0","1.00322777858411"
"29/11/14","West Brom","Arsenal","0","1","A","4.5","3.8","1.85","4.68204243","3.92900021","1.88005151","0.46809967862599","-0.52190677952063","0","-0.52190677952063"
"29/11/15","Norwich","Arsenal","1","1","D","6","4.2","1.62","6.27675277","4.33375796","1.63951807","-0.60993533215755","-0.68176219682438","0","-0.68176219682438"
"29/11/2017","Arsenal","Huddersfield","5","0","H","1.19","7.5","17","1.20553805","8.16310976","20.83657588","0.17049486461251","1.74205542729281","1.74205542729281","0"
"29/12/10","Wigan","Arsenal","2","2","D","6.5","4.2","1.5","7.44545455","4.57541899","1.54528302","-0.64713064713064","-0.04972691514752","0","-0.04972691514752"
"29/12/12","Arsenal","Newcastle","7","3","H","1.44","4.5","7","1.48235294","4.94117647","8.12903226","0.32539682539682","0.49635315792495","0.49635315792495","0"
"29/12/13","Newcastle","Arsenal","0","1","A","4","3.7","2","4.11111111","3.79487179","2.02739726","0.50675675675675","-0.12360832941438","0","-0.12360832941438"
"29/12/2018","Liverpool","Arsenal","5","1","H","1.5","4.5","5.75","1.54862843","4.96800000","6.53684211","-0.15297906602254","-1.13064554250058","0","-1.13064554250058"
"29/12/2019","Arsenal","Chelsea","1","2","A","2.87","3.75","2.3","3.01381885","3.99936720","2.39145486","-0.33180494537864","-1.41145253646126","-1.41145253646126","0"
"30/01/13","Arsenal","Liverpool","2","2","D","2.4","3.5","3.1","2.44890282","3.60498385","3.18207739","-0.40834613415258","-0.94275852154685","-0.94275852154685","0"
"30/01/2018","Swansea","Arsenal","3","1","H","7","4.59","1.5","7.47788984","4.79075547","1.52082676","-0.65753708890963","-1.36270215027643","0","-1.36270215027643"
"30/03/13","Arsenal","Reading","4","1","H","1.25","6.5","15","1.26077586","6.80232558","16.71428571","0.2068376068376","1.52497451177105","1.52497451177105","0"
"30/04/16","Arsenal","Norwich","1","0","H","1.29","6.5","11","1.30116148","6.79364105","11.86811066","0.23145588261867","-1.03084075759715","-1.03084075759715","0"
"30/04/17","Tottenham","Arsenal","2","0","H","1.85","3.75","4","1.91765045","4.03881140","4.33029909","-0.23093093093093","-0.05273488895163","0","-0.05273488895163"
"30/09/2019","Man United","Arsenal","1","1","D","2.37","3.5","2.9","2.47251392","3.72828249","3.05498995","-0.32733331947648","-0.8114564854125","0","-0.8114564854125"
"30/10/10","Arsenal","West Ham","1","0","H","1.17","7","17","1.19630531","8.06040139","24.98145933","0.16409298762239","-0.4860837803841","-0.4860837803841","0"
"30/11/13","Cardiff","Arsenal","0","3","A","6.5","4","1.62","6.81185984","4.11596091","1.63869796","0.38975941753719","1.55494369560528","0","1.55494369560528"
"31/01/17","Arsenal","Watford","1","2","A","1.22","7","15","1.23465913","7.51172791","17.56398537","-0.80994015092375","-0.30263236607518","-0.30263236607518","0"
"31/03/12","QPR","Arsenal","2","1","H","5.5","4.2","1.57","6.14001129","4.56322610","1.61814748","-0.61799064346835","1.92856024127907","0","1.92856024127907"
"31/08/14","Leicester","Arsenal","1","1","D","4.75","3.75","1.83","4.93471473","3.86419204","1.85677667","-0.53856773080241","0.23748099241192","0","0.23748099241192"
"31/10/15","Swansea","Arsenal","0","3","A","5","4","1.75","5.18518519","4.11764706","1.77215190","0.43571428571428","1.7795373575031","0","1.7795373575031"
"31/12/11","Arsenal","QPR","1","0","H","1.25","5.5","13","1.28136201","6.16379310","17.43902439","0.21958041958041","0.40471119180309","0.40471119180309","0"
"31/12/2017","West Brom","Arsenal","1","1","D","5","4","1.72","5.27607362","4.17475728","1.75152749","-0.57093023255813","-1.38760930891907","0","-1.38760930891907"

v2Liverpool:

"Date","HomeTeam","AwayTeam","FTHG","FTAG","FTR","B365H","B365D","B365A","B365H_True","B365D_True","B365A_True","Score","run_score","HomeTeam_RunScore","AwayTeam_RunScore"
"01/01/11","Liverpool","Bolton","2","1","H","1.7","3.75","5","1.75458716","4.02631579","5.50359712","0.43006535947712","-0.24886726344025","-0.24886726344025","0"
"01/01/14","Liverpool","Hull","2","0","H","1.3","6","11","1.31527849","6.33990148","12.19905213","0.23970473970473","0.83963887964438","0.83963887964438","0"
"01/01/15","Liverpool","Leicester","2","2","D","1.4","5","9","1.41679160","5.22099448","9.74226804","-0.7058201058201","-1.04120420916086","-1.04120420916086","0"
"01/01/2018","Burnley","Liverpool","1","2","A","7.5","4.5","1.5","7.94117647","4.65517241","1.51685393","0.34074074074074","-0.07512257726098","0","-0.07512257726098"
"01/02/2020","Liverpool","Southampton","4","0","H","1.25","6","12","1.27659574","6.66666667","15.00000000","0.21666666666666","1.76596036737712","1.76596036737712","0"
"01/03/14","Southampton","Liverpool","0","3","A","3.75","3.75","2.05","3.85177453","3.85177453","2.08004510","0.51924119241192","1.46074867382205","0","1.46074867382205"
"01/03/15","Liverpool","Man City","2","1","H","3.1","3.6","2.38","3.16717808","3.69091381","2.41939833","0.68426151822736","2.2994594823673","2.2994594823673","0"
"01/04/12","Newcastle","Liverpool","2","0","H","2.88","3.4","2.4","3.04983389","3.63924678","2.51679232","-0.39733115468409","-2.23947413857217","0","-2.23947413857217"
"01/04/17","Liverpool","Everton","3","1","H","1.73","3.9","5.25","1.75522466","4.03058060","5.48940374","0.43027236090819","0.90274265570895","0.90274265570895","0"
"01/05/11","Liverpool","Newcastle","3","0","H","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","0.32513044222051","1.35616337087103","1.35616337087103","0"
"01/05/12","Liverpool","Fulham","0","1","A","1.62","4","5.5","1.66412451","4.28022418","6.04409271","-0.60091657313879","-1.28641133598592","-1.28641133598592","0"
"01/05/16","Swansea","Liverpool","3","1","H","3.1","3.5","2.4","3.18207739","3.60498385","2.44890282","-0.40834613415258","-0.07393442649046","0","-0.07393442649046"
"01/05/17","Watford","Liverpool","0","1","A","5.75","4.5","1.5","6.53684211","4.96800000","1.54862843","0.35426731078904","0.3639642260444","0","0.3639642260444"
"01/09/13","Liverpool","Man United","1","0","H","2.63","3.4","2.88","2.68068629","3.48519111","2.94089201","0.62696119850559","1.64120057012622","1.64120057012622","0"
"01/09/2018","Leicester","Liverpool","1","2","A","7.5","5","1.44","8.05970149","5.24271845","1.45945946","0.31481481481481","0.86504733828095","0","0.86504733828095"
"01/10/11","Everton","Liverpool","0","2","A","3.1","3.2","2.4","3.27512839","3.38694992","2.50364554","0.60058243727598","1.07281317283977","0","1.07281317283977"
"01/10/16","Swansea","Liverpool","1","2","A","8","4.75","1.45","8.57587549","4.94725028","1.46786547","0.31873865698729","0.69644721235218","0","0.69644721235218"
"01/10/2017","Newcastle","Liverpool","1","1","D","5","3.8","1.67","5.57579663","4.12363542","1.72965803","-0.57814896522743","-0.2742664323778","0","-0.2742664323778"
"01/11/14","Newcastle","Liverpool","1","0","H","3.8","3.75","2","3.94919169","3.89521640","2.04057279","-0.49005847953216","-1.52317983219199","0","-1.52317983219199"
"01/12/12","Liverpool","Southampton","1","0","H","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","0.30376595082477","-1.00940128543598","-1.00940128543598","0"
"01/12/13","Hull","Liverpool","3","1","H","6.5","4","1.62","6.81185984","4.11596091","1.63869796","-0.6102405824628","-1.31198264248814","0","-1.31198264248814"
"02/01/13","Liverpool","Sunderland","3","0","H","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","0.30376595082477","0.62045126079639","0.62045126079639","0"
"02/01/16","West Ham","Liverpool","2","0","H","4","3.5","2.05","4.12949640","3.59874608","2.08348457","-0.47996515679442","-1.38548778261793","0","-1.38548778261793"
"02/01/17","Sunderland","Liverpool","2","2","D","11","5.5","1.33","12.09090909","5.75984252","1.34466912","-0.74367737525632","0.20619295632315","0","0.20619295632315"
"02/01/2020","Liverpool","Sheffield United","2","0","H","1.2","6.5","13","1.23157895","7.54838710","18.00000000","0.18803418803418","1.67545438618133","1.67545438618133","0"
"02/02/11","Liverpool","Stoke","2","0","H","1.62","3.75","6","1.66552433","4.00329489","6.67582418","0.39958847736625","-0.04004458326067","-0.04004458326067","0"
"02/02/14","West Brom","Liverpool","1","1","D","5.75","4.33","1.62","6.00486089","4.47296026","1.63960590","-0.60990265851307","-0.58651282784563","0","-0.58651282784563"
"02/02/16","Leicester","Liverpool","2","0","H","2.63","3.4","2.88","2.68068629","3.48519111","2.94089201","-0.34003288683449","-0.66636205845274","0","-0.66636205845274"
"02/03/13","Wigan","Liverpool","0","4","A","4.5","3.75","1.85","4.70782281","3.89321902","1.88419464","0.46926926926926","-0.13355600867189","0","-0.13355600867189"
"02/03/16","Liverpool","Man City","3","0","H","2.63","3.4","2.88","2.68068629","3.48519111","2.94089201","0.62696119850559","0.14071798384307","0.14071798384307","0"
"02/04/11","West Brom","Liverpool","2","1","H","3","3.3","2.38","3.17975709","3.51881720","2.49175127","-0.40132416603004","0.59568880047817","0","0.59568880047817"
"02/04/16","Liverpool","Tottenham","1","1","D","2.5","3.4","3","2.55852843","3.50917431","3.08467742","-0.39084967320261","0.21041154722863","0.21041154722863","0"
"02/05/15","Liverpool","QPR","2","1","H","1.36","5.25","10","1.37607606","5.49794661","10.93973442","0.27329598506069","-1.10384003619254","-1.10384003619254","0"
"02/07/2020","Man City","Liverpool","4","0","H","2.05","3.9","3.3","2.11839094","4.15520907","3.48090243","-0.28728182386718","-1.06335752922876","0","-1.06335752922876"
"02/09/12","Liverpool","Arsenal","0","2","A","2","3.5","3.75","2.07236842","3.72781065","4.01273885","-0.48253968253968","-1.81167957861929","-1.81167957861929","0"
"02/11/13","Arsenal","Liverpool","2","0","H","2.3","3.5","3.3","2.34224835","3.59878076","3.38767269","-0.29518790388355","-0.53736526035442","0","-0.53736526035442"
"02/11/2019","Aston Villa","Liverpool","1","2","A","9","5","1.33","11.09703337","5.58649658","1.36820849","0.26911723753829","1.13834257122211","0","1.13834257122211"
"02/12/14","Leicester","Liverpool","1","3","A","3.8","3.6","2.05","3.94356426","3.72859422","2.09106726","0.52177530547235","-1.02317325472155","0","-1.02317325472155"
"02/12/2017","Brighton","Liverpool","1","5","A","7.5","4.5","1.5","7.94117647","4.65517241","1.51685393","0.34074074074074","1.15027261759634","0","1.15027261759634"
"02/12/2018","Liverpool","Everton","1","0","H","1.4","5","9","1.41679160","5.22099448","9.74226804","0.29417989417989","0.62943171816864","0.62943171816864","0"
"03/01/12","Man City","Liverpool","3","0","H","1.91","3.4","4.2","1.98031889","3.62941343","4.55572135","-0.21950420656918","-0.52075262409011","0","-0.52075262409011"
"03/01/2019","Man City","Liverpool","2","1","H","2.04","3.8","3.6","2.08411997","3.95599909","3.73970840","-0.26740052746244","1.36228388450859","0","1.36228388450859"
"03/02/13","Man City","Liverpool","2","2","D","1.83","3.9","4.5","1.85843243","4.03144417","4.67591177","-0.21386203353416","0.29978326244226","0","0.29978326244226"
"03/03/12","Liverpool","Arsenal","1","2","A","2","3.5","3.75","2.07236842","3.72781065","4.01273885","-0.48253968253968","-2.04499321619405","-2.04499321619405","0"
"03/03/2018","Liverpool","Newcastle","2","0","H","1.22","7","15","1.23465913","7.51172791","17.56398537","0.19005984907624","-0.14614625543938","-0.14614625543938","0"
"03/03/2019","Everton","Liverpool","0","0","D","6","4.2","1.61","6.32751092","4.35789474","1.63267606","-0.61249137336093","-2.121019698049","0","-2.121019698049"
"03/10/10","Liverpool","Blackpool","1","2","A","1.33","5","10","1.36131013","5.47325103","12.09090909","-0.73458646616541","-2.0798731293921","-2.0798731293921","0"
"03/11/2018","Arsenal","Liverpool","1","1","D","3.9","3.9","1.95","4.03448276","4.03448276","1.98305085","-0.5042735042735","-0.73191849823575","0","-0.73191849823575"
"04/02/17","Hull","Liverpool","2","0","H","8","4.75","1.45","8.57587549","4.94725028","1.46786547","-0.6812613430127","-2.27721283628804","0","-2.27721283628804"
"04/02/2018","Liverpool","Tottenham","2","2","D","2.1","3.75","3.6","2.13077790","3.84928717","3.69140625","-0.46931216931216","0.27638540305051","0.27638540305051","0"
"04/02/2019","West Ham","Liverpool","1","1","D","8","5.25","1.4","8.68965517","5.53846154","1.41971831","-0.70436507936507","-1.01257030856468","0","-1.01257030856468"
"04/03/15","Liverpool","Burnley","2","0","H","1.36","5.25","10","1.37607606","5.49794661","10.93973442","0.27329598506069","2.08846227371071","2.08846227371071","0"
"04/03/17","Liverpool","Arsenal","3","1","H","2.15","3.6","3.6","2.18233083","3.69157393","3.69157393","0.541774332472","-1.34133876236922","-1.34133876236922","0"
"04/04/15","Arsenal","Liverpool","4","1","H","1.83","3.75","4.2","1.88900904","4.00646372","4.52437014","-0.22102524069737","1.4424211672625","0","1.4424211672625"
"04/05/2019","Newcastle","Liverpool","2","3","A","9.5","5.25","1.36","10.53533523","5.55149366","1.37940618","0.2750503710256","1.61378568504651","0","1.61378568504651"
"04/10/14","Liverpool","West Brom","2","1","H","1.44","5","7.5","1.45945946","5.24271845","8.05970149","0.31481481481481","-1.07921949302582","-1.07921949302582","0"
"04/10/15","Everton","Liverpool","1","1","D","2.7","3.4","2.8","2.75360663","3.48544567","2.85769345","-0.34993256561884","-1.72696048317281","0","-1.72696048317281"
"04/11/12","Liverpool","Newcastle","1","1","D","1.57","4","6","1.61531866","4.30792683","6.72057075","-0.6190728945506","-1.28719082588252","-1.28719082588252","0"
"04/11/2017","West Ham","Liverpool","1","4","A","5.25","4.33","1.66","5.47849284","4.48425174","1.68218369","0.40553459852828","-0.1162806397355","0","-0.1162806397355"
"04/12/13","Liverpool","Norwich","5","1","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","-0.54069060937758","-0.54069060937758","0"
"04/12/16","Bournemouth","Liverpool","4","3","H","5","4","1.75","5.18518519","4.11764706","1.77215190","-0.56428571428571","0.0292148177633","0","0.0292148177633"
"04/12/2019","Liverpool","Everton","5","2","H","1.36","5","8.5","1.39344262","5.48387097","10.00000000","0.28235294117647","1.99840806060094","1.99840806060094","0"
"05/01/11","Blackburn","Liverpool","3","1","H","3.4","3.25","2.2","3.63197211","3.46131941","2.29483952","-0.43576031811325","-1.06566714764169","0","-1.06566714764169"
"05/04/17","Liverpool","Bournemouth","2","2","D","1.36","5.25","9.5","1.37940618","5.55149366","10.53533523","-0.72494962897439","-0.39509699884088","-0.39509699884088","0"
"05/04/2019","Southampton","Liverpool","1","3","A","9","5","1.4","9.74226804","5.22099448","1.41679160","0.29417989417989","0.65413669799087","0","0.65413669799087"
"05/05/13","Liverpool","Everton","0","0","D","1.95","3.6","4.2","1.98706025","3.72837633","4.37577916","-0.503256003256","-1.32458170887068","-1.32458170887068","0"
"05/05/14","Crystal Palace","Liverpool","3","3","D","9","5","1.4","9.74226804","5.22099448","1.41679160","-0.7058201058201","0.20040442906509","0","0.20040442906509"
"05/07/2020","Liverpool","Aston Villa","2","0","H","1.33","5.5","8.5","1.36097988","6.07152738","9.94707372","0.26523528071515","-0.953965160391","-0.953965160391","0"
"05/10/13","Liverpool","Crystal Palace","3","1","H","1.2","7.5","17","1.21236133","8.01047120","19.87012987","0.17516339869281","0.6584470329326","0.6584470329326","0"
"05/10/2019","Liverpool","Leicester","2","1","H","1.44","4.75","7","1.47383542","5.13917710","7.87931980","0.32149818991924","1.84537749582843","1.84537749582843","0"
"05/11/11","Liverpool","Swansea","0","0","D","1.29","5.5","10","1.32241931","6.14197086","12.34628770","-0.75618980502701","-0.42892927814544","-0.42892927814544","0"
"05/12/11","Fulham","Liverpool","1","0","H","3.5","3.4","2.1","3.74475524","3.63050847","2.18571429","-0.45751633986928","-1.00419170583986","0","-1.00419170583986"
"05/12/2018","Burnley","Liverpool","1","3","A","14","5.75","1.28","15.98345398","6.05880047","1.29468923","0.22761387163561","0.60072296506058","0","0.60072296506058"
"06/02/11","Chelsea","Liverpool","0","1","A","1.62","4","5.5","1.66412451","4.28022418","6.04409271","0.8345491956603","1.23026493051288","0","1.23026493051288"
"06/02/12","Liverpool","Tottenham","0","0","D","2","3.4","3.8","2.07939914","3.63602251","4.09725159","-0.48090815273477","-1.20188038773077","-1.20188038773077","0"
"06/02/16","Liverpool","Sunderland","2","2","D","1.44","4.75","8.5","1.45580502","4.92642282","9.08200989","-0.68690517142529","-1.77385317987575","-1.77385317987575","0"
"06/03/11","Liverpool","Man United","3","1","H","2.8","3.2","2.6","2.94935854","3.39657854","2.72829482","0.66094322344322","1.10772480570812","1.10772480570812","0"
"06/03/16","Crystal Palace","Liverpool","1","2","A","3.8","3.5","2.1","3.92459016","3.60542169","2.13750000","0.53216374269005","1.09826793452803","0","1.09826793452803"
"06/04/14","West Ham","Liverpool","1","2","A","9","5","1.4","9.74226804","5.22099448","1.41679160","0.29417989417989","2.23346208554815","0","2.23346208554815"
"06/05/2018","Chelsea","Liverpool","1","0","H","2.25","3.6","3.29","2.29505232","3.71673640","3.38722593","-0.29522683778002","-1.67668956931516","0","-1.67668956931516"
"06/11/16","Liverpool","Watford","6","1","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","0.94851777752015","0.94851777752015","0"
"06/12/10","Liverpool","Aston Villa","3","0","H","1.62","3.75","6","1.66552433","4.00329489","6.67582418","0.39958847736625","0.28163760607389","0.28163760607389","0"
"06/12/14","Liverpool","Sunderland","0","0","D","1.5","4.5","7.5","1.51685393","4.65517241","7.94117647","-0.65925925925925","-0.99797832294767","-0.99797832294767","0"
"06/12/15","Newcastle","Liverpool","2","0","H","5.75","4.33","1.62","6.00486089","4.47296026","1.63960590","-0.60990265851307","0.20588183260516","0","0.20588183260516"
"07/02/15","Everton","Liverpool","0","0","D","3.4","3.4","2.3","3.49107143","3.49107143","2.34131737","-0.42710997442455","0.66287492273722","0","0.66287492273722"
"07/03/2020","Liverpool","Bournemouth","2","1","H","1.22","6.5","13","1.24554974","7.29754601","16.63636364","0.19714165615804","0.35417450812631","0.35417450812631","0"
"07/04/12","Liverpool","Aston Villa","1","1","D","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","-0.67486955777948","-2.43180401381198","-2.43180401381198","0"
"07/04/13","Liverpool","West Ham","0","0","D","1.36","5.5","9","1.37762619","5.80011488","9.83252191","-0.7258863141216","0.53299844976216","0.53299844976216","0"
"07/04/2018","Everton","Liverpool","0","0","D","4.2","3.75","1.9","4.39104916","3.90156454","1.93814767","-0.51595655806182","0.00682681401671","0","0.00682681401671"
"07/05/17","Liverpool","Southampton","0","0","D","1.62","4.2","6","1.63951807","4.33375796","6.27675277","-0.60993533215755","-0.67624346702134","-0.67624346702134","0"
"07/10/12","Liverpool","Stoke","0","0","D","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","-0.67486955777948","-1.81226346568713","-1.81226346568713","0"
"07/10/2018","Liverpool","Man City","0","0","D","2.54","3.6","2.8","2.60307993","3.72804225","2.87685024","-0.38416031329417","0.46296374842401","0.46296374842401","0"
"07/11/10","Liverpool","Chelsea","2","0","H","3.8","3.4","2","4.09725159","3.63602251","2.07939914","0.75593395252837","0.01727876942658","0.01727876942658","0"
"07/12/13","Liverpool","West Ham","4","1","H","1.29","6","12","1.30412805","6.31836735","13.34482759","0.23320413436692","-0.62303228397751","-0.62303228397751","0"
"07/12/2019","Bournemouth","Liverpool","0","3","A","7","5.25","1.4","7.87500000","5.72727273","1.43181818","0.3015873015873","1.94950879461161","0","1.94950879461161"
"08/02/14","Liverpool","Arsenal","5","1","H","2.2","3.6","3.4","2.24350144","3.71796760","3.50503297","0.55426817191523","0.24481162112587","0.24481162112587","0"
"08/04/17","Stoke","Liverpool","1","2","A","4","3.75","1.95","4.16370107","3.89351082","1.98810535","0.49700854700854","0.69931414557025","0","0.69931414557025"
"08/05/12","Liverpool","Chelsea","4","1","H","2.1","3.5","3.4","2.18571429","3.74475524","3.63050847","0.54248366013071","-0.34659652117111","-0.34659652117111","0"
"08/05/16","Liverpool","Watford","2","0","H","1.5","4.5","7.5","1.51685393","4.65517241","7.94117647","0.34074074074074","0.65765598745288","0.65765598745288","0"
"08/07/2020","Brighton","Liverpool","1","3","A","6","4.33","1.53","6.68461590","4.67557490","1.57102939","0.36347466880003","0.10719121266968","0","0.10719121266968"
"08/11/14","Liverpool","Chelsea","1","2","A","3.4","3.4","2.3","3.49107143","3.49107143","2.34131737","-0.28644501278772","-1.27772452360571","-1.27772452360571","0"
"08/11/15","Liverpool","Crystal Palace","1","2","A","1.67","3.8","6","1.69704353","3.94297549","6.36438600","-0.58926007633855","-0.64600615974849","-0.64600615974849","0"
"08/12/2018","Bournemouth","Liverpool","0","4","A","5.75","4.5","1.6","5.99276236","4.64733396","1.61824104","0.38204508856682","0.87357844443779","0","0.87357844443779"
"09/02/2019","Liverpool","Bournemouth","3","0","H","1.22","7.5","14","1.23224420","7.98794429","15.80180921","0.18847254748894","-1.17836507186479","-1.17836507186479","0"
"09/05/11","Fulham","Liverpool","2","5","A","2.88","3.25","2.5","3.04027718","3.45557470","2.61989177","0.61830484330484","1.31931641097274","0","1.31931641097274"
"09/08/15","Stoke","Liverpool","0","1","A","3.4","3.4","2.3","3.49107143","3.49107143","2.34131737","0.57289002557544","-1.03710433002339","0","-1.03710433002339"
"09/08/2019","Liverpool","Norwich","4","1","H","1.14","10","19","1.15306811","11.10389610","23.42465753","0.13274853801169","1.30455044194399","1.30455044194399","0"
"09/09/2017","Man City","Liverpool","5","0","H","1.85","4","4.2","1.88325591","4.15878680","4.37541061","-0.22854997854997","0.5332187293695","0","0.5332187293695"
"09/11/13","Liverpool","Fulham","4","0","H","1.25","6.5","15","1.26077586","6.80232558","16.71428571","0.2068376068376","0.2848569618678","0.2848569618678","0"
"09/12/12","West Ham","Liverpool","2","3","A","3","3.3","2.38","3.17975709","3.51881720","2.49175127","0.59867583396995","0.20834744308457","0","0.20834744308457"
"10/01/15","Sunderland","Liverpool","0","1","A","4.5","3.6","1.91","4.66485753","3.70474138","1.93908629","0.48429319371727","0.10234824381567","0","0.10234824381567"
"10/02/15","Liverpool","Tottenham","3","2","H","1.91","3.8","4.2","1.94065818","3.92331057","4.35115332","0.4847109046613","0.72913662953756","0.72913662953756","0"
"10/03/12","Sunderland","Liverpool","1","0","H","3.8","3.4","2","4.09725159","3.63602251","2.07939914","-0.48090815273477","-1.83039689051442","0","-1.83039689051442"
"10/03/13","Liverpool","Tottenham","3","2","H","1.95","3.8","4","1.98349320","3.92929739","4.14352283","0.49583895636527","0.1045173215067","0.1045173215067","0"
"10/03/2018","Man United","Liverpool","2","1","H","2.75","3.39","2.75","2.80727729","3.47746348","2.80727729","-0.35621703763296","0.25804176081096","0","0.25804176081096"
"10/03/2019","Liverpool","Burnley","4","2","H","1.16","8.5","21","1.17239167","9.21358647","25.96906355","0.14704272513603","-1.16403682198921","-1.16403682198921","0"
"10/04/12","Blackburn","Liverpool","2","3","A","3.5","3.4","2.1","3.74475524","3.63050847","2.18571429","0.54248366013071","-1.40841220094648","0","-1.40841220094648"
"10/04/16","Liverpool","Stoke","4","1","H","1.55","4","5.75","1.60736427","4.40576725","6.62742060","0.37786348761103","1.27518020626496","1.27518020626496","0"
"10/05/15","Chelsea","Liverpool","1","1","D","2.1","3.5","3.8","2.13750000","3.60542169","3.92459016","-0.2548036758563","-0.89073893496186","0","-0.89073893496186"
"10/09/11","Stoke","Liverpool","1","0","H","3.25","3.3","2.25","3.45658013","3.51319381","2.34711246","-0.42605542605542","-1.05557937185419","0","-1.05557937185419"
"10/09/16","Liverpool","Leicester","4","1","H","1.7","4","5.5","1.71954023","4.10989011","5.70992366","0.41844919786096","-0.65588802928843","-0.65588802928843","0"
"10/11/10","Wigan","Liverpool","1","1","D","4.75","3.6","1.75","5.24616508","3.87796976","1.81317849","-0.55151768309663","0.14063064410944","0","0.14063064410944"
"10/11/2019","Liverpool","Man City","3","1","H","2.5","3.6","2.62","2.63032647","3.87658922","2.76349715","0.61981905569691","1.24070130945871","1.24070130945871","0"
"10/12/11","Liverpool","QPR","1","0","H","1.33","5","10","1.36131013","5.47325103","12.09090909","0.26541353383458","0.02044193605203","0.02044193605203","0"
"10/12/2017","Liverpool","Everton","1","1","D","1.3","6","11","1.31527849","6.33990148","12.19905213","-0.76029526029526","0.18162028227734","0.18162028227734","0"
"11/01/2020","Tottenham","Liverpool","0","1","A","4.5","4.33","1.66","4.90927718","4.70764058","1.71267074","0.41611660911029","1.80921805411516","0","1.80921805411516"
"11/02/12","Man United","Liverpool","2","1","H","1.85","3.6","4.33","1.90796435","3.82619810","4.66145814","-0.21452514870528","-1.78195774022356","0","-1.78195774022356"
"11/02/13","Liverpool","West Brom","0","2","A","1.4","5","9","1.41679160","5.22099448","9.74226804","-0.7058201058201","-0.90223479899987","-0.90223479899987","0"
"11/02/17","Liverpool","Tottenham","2","0","H","2.3","3.4","3.4","2.34131737","3.49107143","3.49107143","0.57289002557544","-2.28742100842987","-2.28742100842987","0"
"11/02/2018","Southampton","Liverpool","0","2","A","4.2","3.79","1.8","4.56772095","4.08689451","1.86432252","0.46361212324273","0.5002927865885","0","0.5002927865885"
"11/04/11","Liverpool","Man City","3","0","H","2.6","3.2","2.8","2.72829482","3.39657854","2.94935854","0.63347069597069","0.39461030078856","0.39461030078856","0"
"11/05/14","Liverpool","Newcastle","2","1","H","1.22","7.5","13","1.23503149","8.10654248","14.93721222","0.19030404932044","0.05987237912839","0.05987237912839","0"
"11/05/16","Liverpool","Chelsea","1","1","D","2","3.8","3.8","2.03571429","3.93103448","3.93103448","-0.49122807017543","-0.21143557033358","-0.21143557033358","0"
"11/07/2020","Liverpool","Burnley","1","1","D","1.22","6.5","12","1.24887353","7.41313944","15.53210011","-0.80072159170519","-0.89067203519356","-0.89067203519356","0"
"11/11/12","Chelsea","Liverpool","1","1","D","1.95","3.5","4","2.01352182","3.71007928","4.27676240","-0.23382173382173","-1.16851845942815","0","-1.16851845942815"
"11/11/2018","Liverpool","Fulham","2","0","H","1.11","11","26","1.12257334","12.37339223","35.24722428","0.1091896091896","-0.79789228773895","-0.79789228773895","0"
"11/12/10","Newcastle","Liverpool","3","1","H","3.8","3.4","2","4.09725159","3.63602251","2.07939914","-0.48090815273477","-0.95520449918925","0","-0.95520449918925"
"11/12/16","Liverpool","West Ham","2","2","D","1.3","6","11","1.31527849","6.33990148","12.19905213","-0.76029526029526","-0.96214782476212","-0.96214782476212","0"
"12/01/11","Blackpool","Liverpool","2","1","H","3.8","3.75","1.91","4.07559460","4.01813395","1.97720173","-0.50576528581488","-1.32736638598495","0","-1.32736638598495"
"12/01/14","Stoke","Liverpool","3","5","A","5.75","4","1.67","6.01173862","4.12493288","1.69138747","0.40876941768636","1.01520416296382","0","1.01520416296382"
"12/01/2019","Brighton","Liverpool","0","1","A","11","6","1.3","12.19905213","6.33990148","1.31527849","0.23970473970473","1.21994353564651","0","1.21994353564651"
"12/02/11","Liverpool","Wigan","1","1","D","1.36","4.75","9","1.39603009","5.22059264","10.85376478","-0.71631693613117","1.01971328019659","1.01971328019659","0"
"12/02/14","Fulham","Liverpool","2","3","A","8","5.25","1.4","8.68965517","5.53846154","1.41971831","0.29563492063492","0.30074180205605","0","0.30074180205605"
"12/03/17","Liverpool","Burnley","2","1","H","1.25","6.5","14","1.26330403","6.87657431","15.87209302","0.2084249084249","-0.32297370302056","-0.32297370302056","0"
"12/05/13","Fulham","Liverpool","1","3","A","3.9","3.6","2.05","4.01478588","3.69758479","2.08127847","0.51952609269682","-1.24076990188815","0","-1.24076990188815"
"12/05/2019","Liverpool","Wolves","2","0","H","1.3","6","11","1.31527849","6.33990148","12.19905213","0.23970473970473","1.46598179811219","1.46598179811219","0"
"12/08/2017","Watford","Liverpool","3","3","D","6","4.2","1.62","6.27675277","4.33375796","1.63951807","-0.60993533215755","-0.97085030865186","0","-0.97085030865186"
"12/08/2018","Liverpool","West Ham","4","0","H","1.25","6.5","14","1.26330403","6.87657431","15.87209302","0.2084249084249","-1.11028168230384","-1.11028168230384","0"
"12/09/10","Birmingham","Liverpool","0","0","D","3.1","3.2","2.4","3.27512839","3.38694992","2.50364554","-0.39941756272401","-0.88888333420754","0","-0.88888333420754"
"12/09/15","Man United","Liverpool","3","1","H","2","3.4","4.33","2.03398729","3.49940575","4.49252365","-0.22259203912511","-0.70528697842361","0","-0.70528697842361"
"13/01/13","Man United","Liverpool","2","1","H","1.91","3.8","4.2","1.94065818","3.92331057","4.35115332","-0.22982412400985","-0.2080486971834","0","-0.2080486971834"
"13/01/16","Liverpool","Arsenal","3","3","D","2.88","3.4","2.6","2.95359485","3.50304542","2.65983173","-0.33857047092341","-1.11415559502827","-1.11415559502827","0"
"13/03/12","Liverpool","Everton","3","0","H","1.73","3.4","5.5","1.78557236","3.62151573","6.10396226","0.43995548823838","-0.79002987964229","-0.79002987964229","0"
"13/04/13","Reading","Liverpool","0","0","D","8","4.75","1.45","8.57587549","4.94725028","1.46786547","-0.6812613430127","-0.52161424112418","0","-0.52161424112418"
"13/04/14","Liverpool","Man City","3","2","H","2.45","3.7","2.9","2.49744288","3.80928345","2.96670867","0.59959044195497","2.3138113350912","2.3138113350912","0"
"13/04/15","Liverpool","Newcastle","2","0","H","1.4","5","9","1.41679160","5.22099448","9.74226804","0.29417989417989","1.07206663894284","1.07206663894284","0"
"13/05/12","Swansea","Liverpool","1","0","H","3.4","3.5","2.1","3.63050847","3.74475524","2.18571429","-0.45751633986928","-0.1292433032609","0","-0.1292433032609"
"13/05/2018","Liverpool","Brighton","4","0","H","1.19","8","15","1.20530062","8.74642711","17.85744060","0.1703314659197","-1.83466314879057","-1.83466314879057","0"
"13/08/11","Liverpool","Sunderland","1","1","D","1.57","3.6","7","1.61877745","3.86719666","8.08638779","-0.61775014322785","-0.33740321397051","-0.33740321397051","0"
"13/09/14","Liverpool","Aston Villa","0","1","A","1.3","6","11","1.31527849","6.33990148","12.19905213","-0.76029526029526","-0.60442987131749","-0.60442987131749","0"
"13/11/10","Stoke","Liverpool","2","0","H","3.75","3.25","2.1","4.00293255","3.43828715","2.17703349","-0.45934065934065","0.41587645093419","0","0.41587645093419"
"13/12/15","Liverpool","West Brom","2","2","D","1.4","4.75","10","1.41640043","4.94423792","10.90163934","-0.70601503759398","-0.02190851046117","-0.02190851046117","0"
"13/12/2017","Liverpool","West Brom","0","0","D","1.22","7","15","1.23465913","7.51172791","17.56398537","-0.80994015092375","-1.03385446717469","-1.03385446717469","0"
"14/01/12","Liverpool","Stoke","0","0","D","1.4","4.33","9","1.43780526","4.71329839","10.83073055","-0.6955044784144","-1.48167063633911","-1.48167063633911","0"
"14/01/2018","Liverpool","Man City","4","3","H","3.1","3.75","2.29","3.18534435","3.87561115","2.33623911","0.68606219968383","1.4208797733466","1.4208797733466","0"
"14/02/16","Aston Villa","Liverpool","0","6","A","4.75","3.6","1.85","4.97731742","3.72907662","1.88350285","0.46907433749539","-0.82481368558593","0","-0.82481368558593"
"14/04/2018","Liverpool","Bournemouth","3","0","H","1.25","7","12","1.26379137","7.45562130","13.40425532","0.20873015873015","0.02525292342642","0.02525292342642","0"
"14/04/2019","Liverpool","Chelsea","2","0","H","1.66","4.2","5.25","1.68895349","4.39042821","5.55095541","0.40791738382099","0.8328874151452","0.8328874151452","0"
"14/05/17","West Ham","Liverpool","0","4","A","5.25","4","1.7","5.52774194","4.15922330","1.72811618","0.42133520074696","0.47004136270001","0","0.47004136270001"
"14/08/16","Arsenal","Liverpool","3","4","A","2.4","3.5","3.1","2.44890282","3.60498385","3.18207739","0.68573988735279","-0.82549980411842","0","-0.82549980411842"
"14/09/2019","Liverpool","Newcastle","3","1","H","1.14","8.5","17","1.16373098","10.02413793","24.42857143","0.140694874441","1.43809082538386","1.43809082538386","0"
"14/10/2017","Liverpool","Man United","0","0","D","2.8","3.25","2.8","2.85863874","3.32926829","2.85863874","-0.34981684981684","-0.89913365322026","-0.89913365322026","0"
"14/12/14","Man United","Liverpool","3","0","H","1.8","3.8","4.75","1.83214286","3.94615385","4.98058252","-0.20077972709551","-0.70869957051103","0","-0.70869957051103"
"14/12/16","Middlesbrough","Liverpool","0","3","A","6","4.33","1.6","6.28421689","4.47609476","1.61953247","0.38253784962791","-1.00094517588117","0","-1.00094517588117"
"14/12/2019","Liverpool","Watford","2","0","H","1.16","7.5","17","1.18484298","8.67618303","24.54092920","0.1560063105702","1.83639786764352","1.83639786764352","0"
"15/01/17","Man United","Liverpool","1","1","D","2.15","3.4","3.75","2.19066329","3.50282185","3.87547125","-0.25803313573491","0.7084550808835","0","0.7084550808835"
"15/02/2020","Norwich","Liverpool","0","1","A","11","6.25","1.25","13.52459016","6.99152542","1.27708978","0.21696969696969","1.79489587631263","0","1.79489587631263"
"15/05/11","Liverpool","Tottenham","0","2","A","1.73","3.8","4.75","1.78318264","4.06639175","5.17366212","-0.56079505121184","1.15984552579095","1.15984552579095","0"
"15/05/16","West Brom","Liverpool","1","1","D","2.4","3.6","3","2.45454545","3.72413793","3.08571429","-0.32407407407407","-1.07992947952516","0","-1.07992947952516"
"15/07/2020","Arsenal","Liverpool","2","1","H","3.8","3.8","1.9","4.07142857","4.07142857","1.96551724","-0.50877192982456","-0.77092373972371","0","-0.77092373972371"
"15/08/10","Liverpool","Arsenal","1","1","D","2.5","3.25","2.88","2.61989177","3.45557470","3.04027718","-0.38169515669515","-0.38169515669515","-0.38169515669515","0"
"15/09/12","Sunderland","Liverpool","1","1","D","3.4","3.3","2.2","3.61158798","3.49896050","2.28668478","-0.43731431966726","-1.64807732514775","0","-1.64807732514775"
"15/09/2018","Tottenham","Liverpool","1","2","A","3","3.6","2.4","3.08571429","3.72413793","2.45454545","0.59259259259259","1.75286676865357","0","1.75286676865357"
"15/10/11","Liverpool","Man United","1","1","D","3","3.3","2.4","3.16800000","3.50442478","2.50632911","-0.31565656565656","0.08447756209036","0.08447756209036","0"
"15/12/12","Liverpool","Aston Villa","1","3","A","1.36","4.75","9","1.39603009","5.22059264","10.85376478","-0.71631693613117","-0.27414775922487","-0.27414775922487","0"
"15/12/13","Tottenham","Liverpool","0","5","A","2.5","3.4","3","2.55852843","3.50917431","3.08467742","0.67581699346405","0.34797261337008","0","0.34797261337008"
"16/01/11","Liverpool","Everton","2","2","D","2.2","3.2","3.5","2.28854489","3.39082569","3.72956609","-0.43695887445887","-2.16391373781008","-2.16391373781008","0"
"16/03/13","Southampton","Liverpool","3","1","H","4.2","3.8","1.91","4.35115332","3.92331057","1.94065818","-0.51528909533869","-0.09651166118478","0","-0.09651166118478"
"16/03/14","Man United","Liverpool","0","3","A","2.5","3.6","2.9","2.54799870","3.70037807","2.96478607","0.66270753512132","1.66154410768701","0","1.66154410768701"
"16/03/15","Swansea","Liverpool","0","1","A","4","3.6","2","4.15384615","3.72413793","2.03773585","0.50925925925925","2.18895211528361","0","2.18895211528361"
"16/04/17","West Brom","Liverpool","0","1","A","4","3.8","1.8","4.40343348","4.16227181","1.87740165","0.46734892787524","0.62488874097349","0","0.62488874097349"
"16/05/15","Liverpool","Crystal Palace","1","3","A","1.45","4.75","8","1.46786547","4.94725028","8.57587549","-0.6812613430127","-1.35097503727719","-1.35097503727719","0"
"16/09/13","Swansea","Liverpool","2","2","D","3.5","3.5","2.2","3.60937500","3.60937500","2.24271845","-0.44588744588744","1.69856912749478","0","1.69856912749478"
"16/09/16","Chelsea","Liverpool","1","2","A","2.25","3.5","3.4","2.29172611","3.60201794","3.49619151","0.71397447868036","0.54931451956736","0","0.54931451956736"
"16/09/2017","Liverpool","Burnley","1","1","D","1.29","6","13","1.30050407","6.23420074","14.15189873","-0.76893261776982","-0.65704908914728","-0.65704908914728","0"
"16/12/2018","Liverpool","Man United","3","1","H","1.57","4.5","6","1.59151492","4.68139150","6.32686567","0.37166784619013","1.74951979490144","1.74951979490144","0"
"17/01/15","Aston Villa","Liverpool","0","2","A","4.5","3.6","1.91","4.66485753","3.70474138","1.93908629","0.48429319371727","0.78742116462846","0","0.78742116462846"
"17/01/16","Liverpool","Man United","0","1","A","2.3","3.25","3.5","2.35080494","3.35237587","3.61902017","-0.4253862079949","-0.83352676542919","-0.83352676542919","0"
"17/02/13","Liverpool","Swansea","5","0","H","1.57","4.4","6","1.59579055","4.60874722","6.39498046","0.37335134787364","-0.83264940195101","-0.83264940195101","0"
"17/03/2018","Liverpool","Watford","5","0","H","1.19","8","15","1.20530062","8.74642711","17.85744060","0.1703314659197","0.18877828061398","0.18877828061398","0"
"17/03/2019","Fulham","Liverpool","1","2","A","12","7","1.25","13.40425532","7.45562130","1.26379137","0.20873015873015","-0.25094158389397","0","-0.25094158389397"
"17/04/11","Arsenal","Liverpool","1","1","D","1.73","3.6","5","1.78753205","3.85841731","5.51280538","-0.18139584671376","0.92953139020597","0","0.92953139020597"
"17/04/16","Bournemouth","Liverpool","1","2","A","3.6","3.5","2.15","3.72798165","3.62085097","2.19500338","0.5444198351175","1.35052570388708","0","1.35052570388708"
"17/08/13","Liverpool","Stoke","1","0","H","1.4","5","9.5","1.41288952","5.16839378","10.12690355","0.2922305764411","0.66733849041742","0.66733849041742","0"
"17/08/14","Liverpool","Southampton","2","1","H","1.33","5.75","10","1.34538418","6.04904093","10.94062947","0.25671788166067","0.02241036660916","0.02241036660916","0"
"17/08/15","Liverpool","Bournemouth","1","0","H","1.45","4.75","8","1.46786547","4.94725028","8.57587549","0.31873865698729","-0.22672051612806","-0.22672051612806","0"
"17/08/2019","Southampton","Liverpool","1","2","A","6.5","4.75","1.44","7.44931583","5.23777734","1.48183535","0.32516119358224","1.22179425170524","0","1.22179425170524"
"17/10/10","Everton","Liverpool","2","0","H","2.4","3.25","3","2.51612903","3.46666667","3.18367347","-0.31410256410256","-2.08820872169354","0","-2.08820872169354"
"17/10/15","Tottenham","Liverpool","0","0","D","2.5","3.5","3","2.54032258","3.57954545","3.05825243","-0.32698412698412","-1.8610874672998","0","-1.8610874672998"
"17/10/16","Liverpool","Man United","0","0","D","2.2","3.5","3.5","2.24271845","3.60937500","3.60937500","-0.44588744588744","0.87787441925709","0.87787441925709","0"
"17/11/12","Liverpool","Wigan","3","0","H","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","0.32513044222051","-1.28376255663907","-1.28376255663907","0"
"17/12/2017","Bournemouth","Liverpool","0","4","A","6.5","4.5","1.53","6.94644936","4.70955012","1.55350169","0.35629294452823","-0.96831558606239","0","-0.96831558606239"
"18/01/14","Liverpool","Aston Villa","2","2","D","1.22","7","15","1.23465913","7.51172791","17.56398537","-0.80994015092375","-0.47055298142398","-0.47055298142398","0"
"18/08/12","West Brom","Liverpool","3","0","H","4.2","3.5","1.91","4.49831776","3.70474138","1.96939444","-0.50777029834621","-1.17949726173783","0","-1.17949726173783"
"18/09/11","Tottenham","Liverpool","4","0","H","2.63","3.4","2.63","2.76214992","3.62415563","2.76214992","-0.3620368299411","-0.85682115058345","0","-0.85682115058345"
"18/11/2017","Liverpool","Southampton","3","0","H","1.39","5","9","1.40994816","5.26810780","9.90760296","0.29075406341593","-0.30992400184839","-0.30992400184839","0"
"18/12/11","Aston Villa","Liverpool","0","2","A","4.2","3.4","1.91","4.55572135","3.62941343","1.98031889","0.49503082210196","-0.00220400952276","0","-0.00220400952276"
"19/01/13","Liverpool","Norwich","5","0","H","1.33","5.5","10.5","1.34728333","5.80811645","11.68322981","0.25776562618667","0.76603386513445","0.76603386513445","0"
"19/01/2019","Liverpool","Crystal Palace","4","3","H","1.2","7.5","17","1.21236133","8.01047120","19.87012987","0.17516339869281","1.02343908814918","1.02343908814918","0"
"19/01/2020","Liverpool","Man United","2","0","H","1.36","5.25","8","1.39203899","5.76193679","9.25269978","0.28162931839402","1.78926007092188","1.78926007092188","0"
"19/03/17","Man City","Liverpool","1","1","D","2","3.75","3.8","2.04057279","3.89521640","3.94919169","-0.253216374269","-0.20879104821194","0","-0.20879104821194"
"19/05/13","Liverpool","QPR","1","0","H","1.25","7","12","1.26379137","7.45562130","13.40425532","0.20873015873015","-0.30615342903638","-0.30615342903638","0"
"19/08/2017","Liverpool","Crystal Palace","1","0","H","1.36","5.25","9.5","1.37940618","5.55149366","10.53533523","0.2750503710256","-0.03581664606402","-0.03581664606402","0"
"19/09/10","Man United","Liverpool","3","2","H","1.7","3.5","5.5","1.75547608","3.74356530","6.12636505","-0.16322892793481","-1.05211226214235","0","-1.05211226214235"
"19/10/13","Newcastle","Liverpool","2","2","D","4.5","3.9","1.83","4.67591177","4.03144417","1.85843243","-0.53808789874363","-0.37664941281957","0","-0.37664941281957"
"19/10/14","QPR","Liverpool","2","3","A","6","4.2","1.6","6.37974684","4.38260870","1.62580645","0.38492063492063","-0.47051445014064","0","-0.47051445014064"
"19/11/16","Southampton","Liverpool","0","0","D","3.4","3.6","2.2","3.50503297","3.71796760","2.24350144","-0.44573182808476","0.31272610035914","0","0.31272610035914"
"19/12/16","Everton","Liverpool","0","1","A","4.2","3.6","1.95","4.37577916","3.72837633","1.98706025","0.49674399674399","-0.73740531350409","0","-0.73740531350409"
"20/03/11","Sunderland","Liverpool","0","2","A","2.63","3.2","2.75","2.76671116","3.40469769","2.89982668","0.65515180320313","1.39660144387448","0","1.39660144387448"
"20/03/16","Southampton","Liverpool","3","2","H","2.63","3.4","2.88","2.68068629","3.48519111","2.94089201","-0.34003288683449","0.26122833359675","0","0.26122833359675"
"20/04/14","Norwich","Liverpool","2","3","A","8.5","5","1.33","10.58520599","5.65532766","1.37229910","0.27129588677576","1.92239968674564","0","1.92239968674564"
"20/04/16","Liverpool","Everton","4","0","H","1.73","4","5","1.75842792","4.15532426","5.24507327","0.43131021194605","1.15487471732754","1.15487471732754","0"
"20/08/11","Arsenal","Liverpool","0","2","A","2.5","3.25","2.9","2.61442441","3.44606947","3.05510535","0.67267904509283","0.0101453889018","0","0.0101453889018"
"20/08/16","Burnley","Liverpool","2","0","H","6.5","4.2","1.57","6.93394090","4.37699561","1.59409635","-0.62731465279235","-0.82448230310092","0","-0.82448230310092"
"20/08/2018","Crystal Palace","Liverpool","0","2","A","7","5","1.44","7.66734280","5.33145275","1.46625291","0.31798941798941","-1.00102242304458","0","-1.00102242304458"
"20/09/14","West Ham","Liverpool","3","1","H","4.5","3.8","1.85","4.68204243","3.92900021","1.88005151","-0.531900321374","-0.43051008687139","0","-0.43051008687139"
"20/09/15","Liverpool","Norwich","1","1","D","1.67","4","5.75","1.69138747","4.12493288","6.01173862","-0.59123058231363","-0.84093739585476","-0.84093739585476","0"
"20/10/12","Liverpool","Reading","1","0","H","1.33","5","10","1.36131013","5.47325103","12.09090909","0.26541353383458","-1.24142958699651","-1.24142958699651","0"
"20/10/2018","Huddersfield","Liverpool","0","1","A","11","5.5","1.33","12.09090909","5.75984252","1.34466912","0.25632262474367","0.57057280425555","0","0.57057280425555"
"20/10/2019","Man United","Liverpool","1","1","D","5.25","3.8","1.65","5.86242208","4.11083359","1.70601192","-0.58616237563605","0.90897357429865","0","0.90897357429865"
"20/11/10","Liverpool","West Ham","3","0","H","1.57","3.8","6.5","1.61561215","4.07870841","7.36030621","0.38103956608817","1.11101858112493","1.11101858112493","0"
"20/11/11","Chelsea","Liverpool","1","2","A","1.83","3.5","4.5","1.89279264","3.73711507","4.89970251","0.79590597623384","0.0830987024457","0","0.0830987024457"
"20/12/15","Watford","Liverpool","3","0","H","4.2","3.6","1.95","4.37577916","3.72837633","1.98706025","-0.503256003256","-1.26802165657432","0","-1.26802165657432"
"21/01/12","Bolton","Liverpool","3","1","H","6","3.75","1.62","6.67582418","4.00329489","1.66552433","-0.60041152263374","-2.57711298107482","0","-2.57711298107482"
"21/01/17","Liverpool","Swansea","2","3","A","1.22","7","15","1.23465913","7.51172791","17.56398537","-0.80994015092375","-0.48402291966817","-0.48402291966817","0"
"21/03/12","QPR","Liverpool","3","2","H","5","3.6","1.73","5.51280538","3.85841731","1.78753205","-0.55943052879469","-1.77835617727083","0","-1.77835617727083"
"21/04/13","Liverpool","Chelsea","2","2","D","2.15","3.6","3.6","2.18233083","3.69157393","3.69157393","-0.45822566752799","-1.44910917792144","-1.44910917792144","0"
"21/04/2018","West Brom","Liverpool","2","2","D","7.5","4.5","1.5","7.94117647","4.65517241","1.51685393","-0.65925925925925","-0.82406618490907","0","-0.82406618490907"
"21/04/2019","Cardiff","Liverpool","0","2","A","17","7.5","1.2","19.87012987","8.01047120","1.21236133","0.17516339869281","1.62054218719895","0","1.62054218719895"
"21/05/17","Liverpool","Middlesbrough","3","0","H","1.14","9","23","1.15393643","9.94856661","30.40979381","0.13340113568946","0.10643395138093","0.10643395138093","0"
"21/06/2020","Everton","Liverpool","0","0","D","6","4.2","1.55","6.66552901","4.51560694","1.59103870","-0.62852022529441","-0.53958099788326","0","-0.53958099788326"
"21/09/13","Liverpool","Southampton","0","1","A","1.6","4","6.5","1.62500000","4.16000000","6.93333333","-0.61538461538461","0.56365841941334","0.56365841941334","0"
"21/11/15","Man City","Liverpool","1","4","A","1.7","4","5.5","1.71954023","4.10989011","5.70992366","0.82486631016042","-0.17667801045159","0","-0.17667801045159"
"21/12/11","Wigan","Liverpool","0","0","D","7","4","1.5","8.12903226","4.34482759","1.54601227","-0.64682539682539","0.10716039867885","0","0.10716039867885"
"21/12/13","Liverpool","Cardiff","3","1","H","1.2","7.5","16","1.21416526","8.08988764","18.94736842","0.17638888888888","0.31752389542137","0.31752389542137","0"
"21/12/14","Liverpool","Arsenal","2","2","D","2.8","3.5","2.6","2.87368421","3.61589404","2.66341463","-0.34798534798534","-0.77023990570865","-0.77023990570865","0"
"21/12/2018","Wolves","Liverpool","0","2","A","7","4","1.57","7.52310325","4.16550853","1.59487242","0.37299059751289","2.01332078322472","0","2.01332078322472"
"22/01/11","Wolves","Liverpool","0","3","A","3.4","3.2","2.25","3.60884521","3.38433180","2.33959860","0.57257625272331","-1.11042933235199","0","-1.11042933235199"
"22/01/2018","Swansea","Liverpool","1","0","H","12","5.75","1.3","13.42144638","6.05740011","1.31508858","-0.76040505388331","0.30418177493505","0","0.30418177493505"
"22/02/15","Southampton","Liverpool","0","2","A","2.63","3.3","2.9","2.69639076","3.40520247","2.98093178","0.66453442249954","2.09949115785722","0","2.09949115785722"
"22/03/14","Cardiff","Liverpool","3","6","A","9.5","5.25","1.36","10.53533523","5.55149366","1.37940618","0.2750503710256","2.54649713722569","0","2.54649713722569"
"22/03/15","Liverpool","Man United","1","2","A","2.05","3.4","3.6","2.13718699","3.64673966","3.87780754","-0.46790477708698","2.14815731262117","2.14815731262117","0"
"22/04/12","Liverpool","West Brom","0","1","A","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","-0.67486955777948","-2.52323724696436","-2.52323724696436","0"
"22/05/11","Aston Villa","Liverpool","1","0","H","3.2","3.4","2.25","3.38433180","3.60884521","2.33959860","-0.42742374727668","0.09895108254356","0","0.09895108254356"
"22/07/2020","Liverpool","Chelsea","5","3","H","2","3.75","3.5","2.07236842","4.01273885","3.72781065","0.51746031746031","-0.45060507842144","-0.45060507842144","0"
"22/09/2018","Liverpool","Southampton","3","0","H","1.2","7.5","17","1.21236133","8.01047120","19.87012987","0.17516339869281","1.75769870142668","1.75769870142668","0"
"22/09/2019","Chelsea","Liverpool","1","2","A","3.5","3.75","2","3.72781065","4.01273885","2.07236842","0.51746031746031","1.71584640313944","0","1.71584640313944"
"22/10/11","Liverpool","Norwich","1","1","D","1.29","5.5","11","1.31714109","6.02974504","13.34482759","-0.75922010805731","-0.97850849679172","-0.97850849679172","0"
"22/10/16","Liverpool","West Brom","2","1","H","1.29","6","13","1.30050407","6.23420074","14.15189873","0.23106738223017","1.42640211894758","1.42640211894758","0"
"22/10/2017","Tottenham","Liverpool","4","1","H","2.25","3.5","3.39","2.29324600","3.60577410","3.48913576","-0.28660392377206","-1.72765490960733","0","-1.72765490960733"
"22/12/12","Liverpool","Fulham","4","0","H","1.53","4","6.5","1.57617381","4.33176044","7.42395023","0.36555220378749","-0.23372599765788","-0.23372599765788","0"
"22/12/2017","Arsenal","Liverpool","3","3","D","2.54","3.6","2.79","2.60597443","3.73398201","2.86980467","-0.34845577098561","-0.85974223179458","0","-0.85974223179458"
"23/01/16","Norwich","Liverpool","4","5","A","4.33","3.5","1.95","4.52243831","3.62467165","1.98809811","0.49700671409678","0.16673595192359","0","0.16673595192359"
"23/01/2020","Wolves","Liverpool","1","2","A","5.75","3.8","1.61","6.47179126","4.10236924","1.66189786","0.39827830445679","2.03153206480847","0","2.03153206480847"
"23/02/14","Liverpool","Swansea","4","3","H","1.3","5.75","12","1.31508858","6.05740011","13.42144638","0.23959494611668","0.13156733048637","0.13156733048637","0"
"23/04/11","Liverpool","Birmingham","5","0","H","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","0.32513044222051","1.69197615209375","1.69197615209375","0"
"23/04/16","Liverpool","Newcastle","2","2","D","1.57","4.5","6","1.59151492","4.68139150","6.32686567","-0.62833215380986","-0.00562117917237","-0.00562117917237","0"
"23/04/17","Liverpool","Crystal Palace","1","2","A","1.5","4.75","7","1.51518987","4.90573770","7.34355828","-0.65998329156223","-0.24351945901365","-0.24351945901365","0"
"23/08/10","Man City","Liverpool","3","0","H","2.38","3.25","3.1","2.47920939","3.43785992","3.27046441","-0.30576697180112","-0.68746212849628","0","-0.68746212849628"
"23/09/12","Liverpool","Man United","1","2","A","2.7","3.3","2.63","2.83692691","3.50687658","2.75974844","-0.3524941002761","-2.54305508555457","-2.54305508555457","0"
"23/09/2017","Leicester","Liverpool","2","3","A","4.1","3.9","1.91","4.23827939","4.02491225","1.93947829","0.48439742552882","-0.30605279930792","0","-0.30605279930792"
"23/11/13","Everton","Liverpool","3","3","D","3","3.4","2.5","3.08467742","3.50917431","2.55852843","-0.39084967320261","-0.52657866133252","0","-0.52657866133252"
"23/11/14","Crystal Palace","Liverpool","3","1","H","4.33","3.7","1.91","4.49059254","3.81663147","1.94061302","-0.51530108878693","-1.27652332240451","0","-1.27652332240451"
"23/11/2019","Crystal Palace","Liverpool","1","2","A","7.5","4.75","1.4","8.77565982","5.23164336","1.43904785","0.30509607351712","1.27985474861215","0","1.27985474861215"
"24/02/2018","Liverpool","West Ham","4","1","H","1.22","7.5","13","1.23503149","8.10654248","14.93721222","0.19030404932044","0.34985609516821","0.34985609516821","0"
"24/02/2019","Man United","Liverpool","0","0","D","3.1","3.5","2.37","3.19997926","3.62797752","2.42799591","-0.41186230855483","-1.32282685295718","0","-1.32282685295718"
"24/02/2020","Liverpool","West Ham","3","2","H","1.16","8","15","1.18461364","9.33810376","20.51080550","0.15584291187739","1.53462217907973","1.53462217907973","0"
"24/03/12","Liverpool","Wigan","1","2","A","1.29","5.5","11","1.31714109","6.02974504","13.34482759","-0.75922010805731","-2.05666813259337","-2.05666813259337","0"
"24/05/15","Stoke","Liverpool","6","1","H","3.5","3.6","2.15","3.62085097","3.72798165","2.19500338","-0.45558016488249","-2.10073509633958","0","-2.10073509633958"
"24/06/2020","Liverpool","Crystal Palace","4","0","H","1.22","6.5","13","1.24554974","7.29754601","16.63636364","0.19714165615804","-0.55910600839187","-0.55910600839187","0"
"24/08/13","Aston Villa","Liverpool","0","1","A","4","3.75","1.95","4.16370107","3.89351082","1.98810535","0.49700854700854","1.62257270495396","0","1.62257270495396"
"24/08/15","Arsenal","Liverpool","0","0","D","1.75","4","5","1.77215190","4.11764706","5.18518519","-0.19285714285714","-0.6928736440459","0","-0.6928736440459"
"24/08/2019","Liverpool","Arsenal","3","1","H","1.5","4.6","6","1.53903346","4.98795181","6.67741935","0.35024154589371","1.39687239890614","1.39687239890614","0"
"24/09/11","Liverpool","Wolves","2","1","H","1.36","4.5","10","1.39641010","4.92489270","12.37196765","0.2838779956427","-0.14551940766406","-0.14551940766406","0"
"24/09/16","Liverpool","Hull","5","1","H","1.22","7","15","1.23465913","7.51172791","17.56398537","0.19005984907624","1.06344844271767","1.06344844271767","0"
"24/10/10","Liverpool","Blackburn","2","1","H","1.67","3.6","5.5","1.72611321","3.87129254","6.15945359","0.42066372305893","-1.86554135564735","-1.86554135564735","0"
"24/11/2018","Watford","Liverpool","0","3","A","6.5","4.33","1.55","6.95113596","4.52566286","1.57436551","0.36482348513936","-0.04890848930541","0","-0.04890848930541"
"25/04/15","West Brom","Liverpool","0","0","D","4","3.6","2","4.15384615","3.72413793","2.03773585","-0.49074074074074","-0.10293562002525","0","-0.10293562002525"
"25/08/14","Man City","Liverpool","3","1","H","1.85","4","4.33","1.87484275","4.11797969","4.46858657","-0.22378440796454","-0.80096448331035","0","-0.80096448331035"
"25/08/2018","Liverpool","Brighton","1","0","H","1.16","8.5","19","1.17469275","9.35764236","23.89540816","0.14871356891213","-0.19304959487318","-0.19304959487318","0"
"25/09/10","Liverpool","Sunderland","2","2","D","1.44","4.33","7.5","1.48176783","4.73099569","8.79055604","-0.67486955777948","-1.72698181992184","-1.72698181992184","0"
"25/10/14","Liverpool","Hull","0","0","D","1.44","4.75","8","1.46101816","4.98663426","8.69491525","-0.68445419103313","-1.79341661295509","-1.79341661295509","0"
"25/10/15","Liverpool","Southampton","1","1","D","2.05","3.6","3.8","2.09106726","3.72859422","3.94356426","-0.47822469452764","-1.61342584770584","-1.61342584770584","0"
"25/11/12","Swansea","Liverpool","0","0","D","3.4","3.5","2.1","3.63050847","3.74475524","2.18571429","-0.45751633986928","-1.06640933872886","0","-1.06640933872886"
"25/11/2017","Liverpool","Chelsea","1","1","D","2.14","3.6","3.5","2.18804436","3.73807763","3.63037429","-0.45702912525342","-0.18880416187438","-0.18880416187438","0"
"26/01/11","Liverpool","Fulham","1","0","H","1.53","3.8","7","1.57797193","4.11035551","8.13092701","0.36627516503677","-0.0095677011498","-0.0095677011498","0"
"26/03/14","Liverpool","Sunderland","2","1","H","1.17","9","19","1.17847676","9.52714286","21.51290323","0.15144699355225","2.14367595886271","2.14367595886271","0"
"26/04/2019","Liverpool","Huddersfield","5","0","H","1.07","15","41","1.07987397","17.20542095","63.11221228","0.07396601068814","1.54746547275106","1.54746547275106","0"
"26/07/2020","Newcastle","Liverpool","1","3","A","7.5","5.25","1.36","8.80032868","5.85565883","1.39744259","0.2844070961718","0.12108384161754","0","0.12108384161754"
"26/08/12","Liverpool","Man City","2","2","D","3.1","3.4","2.3","3.27417612","3.61066428","2.39450810","-0.30542034485603","-0.81004804881438","-0.81004804881438","0"
"26/09/15","Liverpool","Aston Villa","3","2","H","1.53","4.33","7","1.55168226","4.50828273","7.47807741","0.35553816086352","-1.05828926056668","-1.05828926056668","0"
"26/10/13","Liverpool","West Brom","4","1","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","-0.68806480235831","-0.68806480235831","0"
"26/11/16","Liverpool","Sunderland","2","0","H","1.17","8.5","19","1.18151028","9.14741004","22.57077444","0.15362564278972","0.14761308616157","0.14761308616157","0"
"26/12/11","Liverpool","Blackburn","1","1","D","1.25","5.5","13","1.28136201","6.16379310","17.43902439","-0.78041958041958","-1.46916515797457","-1.46916515797457","0"
"26/12/12","Stoke","Liverpool","3","1","H","3.4","3.2","2.25","3.60884521","3.38433180","2.33959860","-0.42742374727668","-0.20363340506529","0","-0.20363340506529"
"26/12/13","Man City","Liverpool","2","1","H","1.75","4.2","4.6","1.77791411","4.36445783","4.79801325","-0.20841959972394","0.49995396890003","0","0.49995396890003"
"26/12/14","Burnley","Liverpool","0","1","A","4.75","3.8","1.8","4.98058252","3.94615385","1.83214286","0.4541910331384","0.19925221621668","0","0.19925221621668"
"26/12/15","Liverpool","Leicester","1","0","H","1.91","3.8","3.8","1.97263997","4.05625931","4.05625931","0.49306512354183","-0.18569645669393","-0.18569645669393","0"
"26/12/2017","Liverpool","Swansea","5","0","H","1.16","9","19","1.17169410","9.75540984","22.71297710","0.14653491967466","-1.07512257726098","-1.07512257726098","0"
"26/12/2018","Liverpool","Newcastle","4","0","H","1.16","8.5","19","1.17469275","9.35764236","23.89540816","0.14871356891213","1.7972108669975","1.7972108669975","0"
"26/12/2019","Leicester","Liverpool","0","4","A","3.4","3.75","2.05","3.59814156","3.99248982","2.12040292","0.5283915192093","1.74497033115592","0","1.74497033115592"
"27/02/11","West Ham","Liverpool","3","1","H","3.4","3.3","2.2","3.61158798","3.49896050","2.28668478","-0.43731431966726","1.01935783498821","0","1.01935783498821"
"27/02/17","Leicester","Liverpool","3","1","H","5.5","4.2","1.65","5.77500000","4.35849057","1.67391304","-0.59740259740259","-2.14114623057615","0","-2.14114623057615"
"27/02/2019","Liverpool","Watford","5","0","H","1.28","6","12","1.29729730","6.40000000","13.71428571","0.22916666666666","-1.33336492599525","-1.33336492599525","0"
"27/04/13","Newcastle","Liverpool","0","6","A","2.88","3.6","2.5","2.95081967","3.71134021","2.55319149","0.60833333333333","-1.33661480095338","0","-1.33661480095338"
"27/04/14","Liverpool","Chelsea","0","2","A","1.67","4.2","5.25","1.69584139","4.36737235","5.51415094","-0.58967778728257","1.05767152843746","1.05767152843746","0"
"27/08/11","Liverpool","Bolton","3","1","H","1.4","4.5","8.5","1.43629861","4.89786585","10.04062500","0.30376595082477","-0.01121910249392","-0.01121910249392","0"
"27/08/16","Tottenham","Liverpool","1","1","D","2.38","3.4","3","2.47344111","3.59395973","3.15000000","-0.31746031746031","-0.73359648640865","0","-0.73359648640865"
"27/08/2017","Liverpool","Arsenal","4","0","H","2.15","3.7","3.5","2.18301209","3.79886299","3.58833638","0.541917332615","0.15183337576193","0.15183337576193","0"
"27/09/14","Liverpool","Everton","1","1","D","1.91","3.75","4.33","1.93609984","3.85195033","4.46649977","-0.51650228998813","-1.13731642617997","-1.13731642617997","0"
"27/10/2018","Liverpool","Cardiff","4","1","H","1.11","11","26","1.12257334","12.37339223","35.24722428","0.1091896091896","0.36494759863034","0.36494759863034","0"
"27/10/2019","Liverpool","Tottenham","2","1","H","1.5","4.33","6.5","1.53961404","4.67740744","7.31566787","0.35048656757663","1.00992020812482","1.00992020812482","0"
"27/11/11","Liverpool","Man City","1","1","D","2.75","3.2","2.63","2.89982668","3.40469769","2.76671116","-0.34484819679686","-0.86233193162715","-0.86233193162715","0"
"27/12/16","Liverpool","Stoke","4","1","H","1.3","5.5","10","1.32940812","6.06789250","12.05056180","0.24778554778554","-0.04388793763378","-0.04388793763378","0"
"28/01/14","Liverpool","Everton","4","0","H","1.83","3.9","4.5","1.85843243","4.03144417","4.67591177","0.46191210125636","-0.18502976905651","-0.18502976905651","0"
"28/04/12","Norwich","Liverpool","0","3","A","3.8","3.4","2","4.09725159","3.63602251","2.07939914","0.51909184726522","-1.44471487090444","0","-1.44471487090444"
"28/04/15","Hull","Liverpool","1","0","H","4.33","3.4","2","4.49252365","3.49940575","2.03398729","-0.49164515690802","-0.86787676199397","0","-0.86787676199397"
"28/04/2018","Liverpool","Stoke","0","0","D","1.33","5.75","10","1.34538418","6.04904093","10.94062947","-0.74328211833932","-1.21113126561543","-1.21113126561543","0"
"28/09/2019","Sheffield United","Liverpool","0","1","A","9","5.25","1.33","10.71940299","5.79193548","1.36229135","0.26594263436368","1.84904049949143","0","1.84904049949143"
"28/10/12","Everton","Liverpool","2","2","D","2.6","3.3","2.75","2.72093023","3.49728261","2.88565022","-0.34654234654234","-1.10543225099918","0","-1.10543225099918"
"28/10/2017","Liverpool","Huddersfield","3","0","H","1.25","6.75","13","1.26319578","7.15353261","14.58448753","0.20835707502374","-1.29074785603361","-1.29074785603361","0"
"28/11/10","Tottenham","Liverpool","2","1","H","2","3.4","3.8","2.07939914","3.63602251","4.09725159","-0.24406604747162","0.44628881059438","0","0.44628881059438"
"28/11/12","Tottenham","Liverpool","2","1","H","2.4","3.4","2.88","2.51679232","3.63924678","3.04983389","-0.32788671023965","-1.6597095828031","0","-1.6597095828031"
"29/01/2020","West Ham","Liverpool","0","2","A","8.5","5.5","1.33","9.94707372","6.07152738","1.36097988","0.26523528071515","1.76837582631432","0","1.76837582631432"
"29/02/2020","Watford","Liverpool","3","0","H","8","4.75","1.4","9.22543353","5.15670436","1.43331837","-0.69768170426065","0.55531115642505","0","0.55531115642505"
"29/08/10","Liverpool","West Brom","1","0","H","1.22","6","15","1.24687713","6.71149144","20.40892193","0.19799635701275","-0.48946577148353","-0.48946577148353","0"
"29/08/15","Liverpool","West Ham","0","3","A","1.36","5.5","9","1.37762619","5.80011488","9.83252191","-0.7258863141216","-1.1639562823112","-1.1639562823112","0"
"29/09/12","Norwich","Liverpool","2","5","A","4.75","3.75","1.73","5.20515888","4.02807658","1.78690941","0.44037453943143","-1.64516420625386","0","-1.64516420625386"
"29/09/13","Sunderland","Liverpool","1","3","A","5.5","3.9","1.7","5.78044914","4.03895145","1.72588152","0.42058594999771","0.77551421068089","0","0.77551421068089"
"29/09/2018","Chelsea","Liverpool","1","1","D","2.8","3.6","2.54","2.87685024","3.72804225","2.60307993","-0.38416031329417","1.1651134797076","0","1.1651134797076"
"29/10/11","West Brom","Liverpool","0","2","A","4","3.3","2","4.30434783","3.50442478","2.07329843","0.51767676767676","-0.03477630305953","0","-0.03477630305953"
"29/10/16","Crystal Palace","Liverpool","2","4","A","5.25","4","1.7","5.52774194","4.15922330","1.72811618","0.42133520074696","1.42928812183359","0","1.42928812183359"
"29/11/14","Liverpool","Stoke","1","0","H","1.73","4","5","1.75842792","4.15532426","5.24507327","0.43131021194605","-1.16002792527327","-1.16002792527327","0"
"29/11/15","Liverpool","Swansea","1","0","H","1.44","4.75","8","1.46101816","4.98663426","8.69491525","0.31554580896686","0.4888003641341","0.4888003641341","0"
"29/11/2017","Stoke","Liverpool","0","3","A","6.5","4.5","1.55","6.81340013","4.64801367","1.56718998","0.36191526514107","0.52292795308353","0","0.52292795308353"
"29/12/10","Liverpool","Wolves","0","1","A","1.33","5","10","1.36131013","5.47325103","12.09090909","-0.73458646616541","-1.13827328225804","-1.13827328225804","0"
"29/12/13","Chelsea","Liverpool","2","1","H","2.2","3.5","3.5","2.24271845","3.60937500","3.60937500","-0.27705627705627","0.83313827430656","0","0.83313827430656"
"29/12/14","Liverpool","Swansea","4","1","H","1.7","4","5.5","1.71954023","4.10989011","5.70992366","0.41844919786096","0.18639120213159","0.18639120213159","0"
"29/12/2018","Liverpool","Arsenal","5","1","H","1.5","4.5","5.75","1.54862843","4.96800000","6.53684211","0.35426731078904","1.85729828360665","1.85729828360665","0"
"29/12/2019","Liverpool","Wolves","1","0","H","1.25","5.75","12","1.28054439","6.45865835","15.56390977","0.21908212560386","1.65895638324265","1.65895638324265","0"
"30/01/13","Arsenal","Liverpool","2","2","D","2.4","3.5","3.1","2.44890282","3.60498385","3.18207739","-0.3142601126472","0.08622154869974","0","0.08622154869974"
"30/01/2018","Huddersfield","Liverpool","0","3","A","12","5.75","1.3","13.42144638","6.05740011","1.31508858","0.23959494611668","0.89223249203735","0","0.89223249203735"
"30/01/2019","Liverpool","Leicester","1","1","D","1.22","7","15","1.23465913","7.51172791","17.56398537","-0.80994015092375","-0.15949166028746","-0.15949166028746","0"
"30/03/14","Liverpool","Tottenham","4","0","H","1.48","4.75","7.5","1.49440219","4.90161140","7.88509472","0.33083609925715","2.17887713748495","2.17887713748495","0"
"30/11/2019","Liverpool","Brighton","2","1","H","1.18","7","15","1.20705332","8.07341442","20.97629797","0.1715361850955","1.12989274378841","1.12989274378841","0"
"30/12/11","Liverpool","Newcastle","3","1","H","1.53","4","6.5","1.57617381","4.33176044","7.42395023","0.36555220378749","-0.7587647573902","-0.7587647573902","0"
"30/12/12","QPR","Liverpool","0","3","A","4","3.5","1.91","4.34325934","3.76001875","1.98490659","0.49619795562203","0.62045126079639","0","0.62045126079639"
"30/12/15","Sunderland","Liverpool","0","1","A","5.5","3.9","1.7","5.78044914","4.03895145","1.72588152","0.42058594999771","-0.58997681685664","0","-0.58997681685664"
"30/12/2017","Liverpool","Leicester","2","1","H","1.3","6","11","1.31527849","6.33990148","12.19905213","0.23970473970473","-1.17615857829699","-1.17615857829699","0"
"31/01/12","Wolves","Liverpool","0","3","A","5","3.8","1.7","5.46839729","4.06459732","1.75099386","0.42889576883384","-1.50139181541557","0","-1.50139181541557"
"31/01/15","Liverpool","West Ham","2","0","H","1.67","4","5.75","1.69138747","4.12493288","6.01173862","0.40876941768636","1.54417593030018","1.54417593030018","0"
"31/01/17","Liverpool","Chelsea","1","1","D","2.65","3.25","2.9","2.72183626","3.35871575","2.98625019","-0.36739902907762","-1.34816594548979","-1.34816594548979","0"
"31/03/13","Aston Villa","Liverpool","1","2","A","5","4","1.75","5.18518519","4.11764706","1.77215190","0.43571428571428","0.55306465806366","0","0.55306465806366"
"31/03/2018","Crystal Palace","Liverpool","1","2","A","7","4.33","1.44","8.32586413","4.80313412","1.48877105","0.32830504539511","0.98639549532126","0","0.98639549532126"
"31/03/2019","Liverpool","Tottenham","2","1","H","1.61","4.2","6","1.63267606","4.35789474","6.32751092","0.38750862663906","-0.05190550474385","-0.05190550474385","0"
"31/08/14","Tottenham","Liverpool","0","3","A","2.7","3.5","2.7","2.76585366","3.61146497","2.76585366","0.6384479717813","-0.4338123983048","0","-0.4338123983048"
"31/08/2019","Burnley","Liverpool","0","3","A","9.5","5.5","1.3","11.56170213","6.13318284","1.33251594","0.24953993375046","1.57244632196846","0","1.57244632196846"
"31/10/10","Bolton","Liverpool","0","1","A","3.4","3.25","2.2","3.63197211","3.46131941","2.29483952","0.56423968188674","-0.9018841110366","0","-0.9018841110366"
"31/10/15","Chelsea","Liverpool","1","3","A","2.1","3.5","3.75","2.14285714","3.62068966","3.88888889","0.74285714285714","-0.64797666572358","0","-0.64797666572358"
"31/12/16","Liverpool","Man City","1","0","H","2.35","3.6","3.1","2.39864638","3.71543257","3.18521517","0.58309819771727","0.38558461729376","0.38558461729376","0"

Any help is very much appreciated!!

Best,

Frederik Taasby

Kurt_Bremser · Posted 10-09-2020 09:38 AM

I completely out-thought myself.

The duplicates have date=date, hometeam=hometeam, and awayteam=awayteam.

This means that we need to sort first, then we can easily use simple BY group processing to catch the duplicates:

proc sort data=v2arsenal;
by Date hometeam awayteam;
run;

proc sort data=v2liverpool;
by Date hometeam awayteam;
run;

data merged_file;
set
  v2Arsenal
  v2Liverpool
;
by Date hometeam awayteam;
l_hrscore = lag(hometeam_runscore);
l_arscore = lag(awayteam_runscore);
if last.awayteam and not first.awayteam /* indicates 2 obs for one game */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
if last.awayteam;
drop l_:;
run;

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View solution in original post

Kurt_Bremser · Posted 10-09-2020 05:30 AM

I guess you wanted to stack the datasets, not merge them. Use both datasets in a single SET statement:

data merged_file;
set
  v2Arsenal
  v2Liverpool
;
by Date;
run;

Because of the BY statement, the data step will do an "interleave" and result in a neatly ordered (by date) output.

Maxims of Maximally Efficient SAS Programmers
How to convert datasets to data steps
The macro for direct download as ZIP
How to post code
Please vote for Provide Sequential Search Capability for Hash Objects
How to deal with locked files on UNIX

Taasby · Posted 10-09-2020 05:53 AM

Cheers Kurt!

You're right that I do not want to merge the datasets - I can't however because the teams have not played all their matches on the same day for the last 10 seasons.. So to stack them is the right thing to do!

However this way I will ran into duplicates as Arsenal and Liverpool have played against each-other two times every season (2*10 = 20 duplicates). I want to remove these but the tricky part is that for these duplicates (before removing them) I want to sum "HomeTeam_RunScore" for each observation and also sum "AwayTeam_RunScore" for each observation.

For instance for row 402 and 403 (which is the same match) - see screenshot below - I want to:

- sum -2,0415 (row 402) and 0 (row 403)

- and sum 0 (row 402) and 0,9205 (row 403)

This way I will end with just one row for each match containing a running score for both the HomeTeam and the AwayTeam

Maybe I will need to create two new variables for hometeam and awayteam running score?

Hope it makes sense!

Kurt_Bremser · Posted 10-09-2020 06:47 AM

You can do that collapse of two observations into one with a data step, using

data want,
set have;
by date;
l_hrscore = lag(hometeam_runscore;
l_arscore = lag(awayteam_runscore);
if date = lag(date) /* two obs for a date */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
if last.date; /* keeps only one obs per date */
run;

Maxims of Maximally Efficient SAS Programmers
How to convert datasets to data steps
The macro for direct download as ZIP
How to post code
Please vote for Provide Sequential Search Capability for Hash Objects
How to deal with locked files on UNIX

Taasby · Posted 10-09-2020 07:03 AM

Thanks once again Kurt - it got me a long way - but I think I need just a little more help...

With the code provided aren't we also summing the scores for two games which are'nt necessarily duplicates (i.e. not the same game)? For instance Arsenal might play Wigan the same day as Liverpool is playing Chelsea - but this is two different matches. Maybe I need to put in an extra condition on the HomeTeam and AwayTeam being the same (on the same date). Do you know how to do this?

/Frederik

Kurt_Bremser · Posted 10-09-2020 07:21 AM

Did not think of that.

Expand the conditions

if date = lag(date) and hometeam = lag(awayteam) /* two obs for a game */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
if last.date or hometeam ne lag(awayteam); /* keeps only one obs per date */
run;

Forget the above, I have to rethink this.

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How to convert datasets to data steps
The macro for direct download as ZIP
How to post code
Please vote for Provide Sequential Search Capability for Hash Objects
How to deal with locked files on UNIX

Kurt_Bremser · Posted 10-09-2020 07:34 AM

I am quite confident this should do it, but I did not test it:

data want;
merge
  have
  have (
    firstobs=2
    keep=date hometeam
    rename=(date=n_date hometeam=n_h)
  )
;
l_hrscore = lag(hometeam_runscore;
l_arscore = lag(awayteam_runscore);
if date = lag(date) and hometeam = lag(awayteam) /* two obs for a game */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
if
  n_date ne date or
  awayteam ne n_h /* this keeps the first obs for a day if different games */
;
*drop n_: l_:; /* remove comment after test */
run;

Maxims of Maximally Efficient SAS Programmers
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Taasby · Posted 10-09-2020 08:01 AM

Hi Kurt

Running this code leaves me with 380 obs and not 2 * 380 - 20 (this is the duplicates) = 740 obs. Maybe this is because you are restricting the merge to only keep HomeTeam and thereby dropping away AwayTeam?

Also shouldn't this bit of code:

if date = lag(date) and hometeam = lag(awayteam) /* two obs for a game */

(…) reference the lag(hometeam) instead of the lag(awayteam)?

For instance for this duplicate:

- Arsenal v Liverpool

Here the Hometeam should be equal to the lag(HomeTeam) to identify a duplicate right? And also (in the same condition) Awayteam should be equal to lag(awayteam) to get something like this:

if date = lag(date) and hometeam = lag(hometeam) and awayteam = lag(awayteam)

You help is really appreciated - one last try from you would be excellent!!

/Frederik

Taasby · Posted 10-09-2020 08:19 AM

Hi Kurt

I've might have come very close now modifying your code. Using this code:

data want;
set v2Arsenal v2Liverpool;
by date;
if date = lag(date) and hometeam = lag(hometeam) and awayteam = lag(awayteam) /* two obs for a game */
then do;
l_hrscore = lag(hometeam_runscore);
l_arscore = lag(awayteam_runscore);
if date = lag(date) and hometeam = lag(hometeam) and awayteam = lag(awayteam) /* two obs for a game */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
end;
if l_hrscore ne "." and lag(l_hrscore) = "." then delete;
run;

However I get 741 obs and not 740 obs - as if there is still one "Arsenal-Liverpool" duplicate left. Any tips on how to detect this?

/Frederik

Taasby · Posted 10-09-2020 08:25 AM

I found the duolicate:

data hej;
set want;
where HomeTeam ='Liverpool' and AwayTeam ='Arsenal'
   or HomeTeam ='Arsenal' and AwayTeam ='Liverpool';
run;

Gave me this output:

Row 1 and 2 are duplicates. Any clue on why this isn't omitted?

/Frederik

Kurt_Bremser · Posted 10-09-2020 09:38 AM

I completely out-thought myself.

The duplicates have date=date, hometeam=hometeam, and awayteam=awayteam.

This means that we need to sort first, then we can easily use simple BY group processing to catch the duplicates:

proc sort data=v2arsenal;
by Date hometeam awayteam;
run;

proc sort data=v2liverpool;
by Date hometeam awayteam;
run;

data merged_file;
set
  v2Arsenal
  v2Liverpool
;
by Date hometeam awayteam;
l_hrscore = lag(hometeam_runscore);
l_arscore = lag(awayteam_runscore);
if last.awayteam and not first.awayteam /* indicates 2 obs for one game */
then do;
  hometeam_runscore = hometeam_runscore + l_hrscore;
  awayteam_runscore = awayteam_runscore + l_arscore;
end;
if last.awayteam;
drop l_:;
run;

Maxims of Maximally Efficient SAS Programmers
How to convert datasets to data steps
The macro for direct download as ZIP
How to post code
Please vote for Provide Sequential Search Capability for Hash Objects
How to deal with locked files on UNIX

Taasby · Posted 10-09-2020 09:52 AM

Amazing once again Kurt! Thank you so much - have a great weekend!!

/Frederik

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