import requests from bs4 import BeautifulSoup # List of basketball player links player_links = [ "https://www.basketball-reference.com/players/a/antetgi01.html", "https://www.basketball-reference.com/players/d/davisjo06.html", "https://www.basketball-reference.com/players/d/diabamo01.html", "https://www.basketball-reference.com/players/d/dickgr01.html", "https://www.basketball-reference.com/players/d/diengou01.html", "https://www.basketball-reference.com/players/d/dinwisp01.html", "https://www.basketball-reference.com/players/d/divindo01.html", "https://www.basketball-reference.com/players/d/doncilu01.html", "https://www.basketball-reference.com/players/d/dortlu01.html", "https://www.basketball-reference.com/players/d/dosunay01.html", "https://www.basketball-reference.com/players/a/antetth01.html", "https://www.basketball-reference.com/players/d/drumman01.html", "https://www.basketball-reference.com/players/d/duartch01.html", "https://www.basketball-reference.com/players/d/dunnkr01.html", "https://www.basketball-reference.com/players/d/duranke01.html", "https://www.basketball-reference.com/players/d/durenja01.html", "https://www.basketball-reference.com/players/e/easonta01.html", "https://www.basketball-reference.com/players/e/edwaran01.html", "https://www.basketball-reference.com/players/e/edwarke02.html", "https://www.basketball-reference.com/players/e/elliske01.html", "https://www.basketball-reference.com/players/e/embiijo01.html", "https://www.basketball-reference.com/players/a/anthoco01.html", "https://www.basketball-reference.com/players/e/eubandr01.html", "https://www.basketball-reference.com/players/f/fernabr01.html", "https://www.basketball-reference.com/players/f/finnedo01.html", "https://www.basketball-reference.com/players/f/flynnma01.html", "https://www.basketball-reference.com/players/f/fontesi01.html", "https://www.basketball-reference.com/players/f/fordjo01.html", "https://www.basketball-reference.com/players/f/forretr01.html", "https://www.basketball-reference.com/players/f/fournev01.html", "https://www.basketball-reference.com/players/f/foxde01.html", "https://www.basketball-reference.com/players/a/anunoog01.html", "https://www.basketball-reference.com/players/f/fudgeal01.html", "https://www.basketball-reference.com/players/f/fultzma01.html", "https://www.basketball-reference.com/players/g/gaffoda01.html", "https://www.basketball-reference.com/players/g/gallida01.html", "https://www.basketball-reference.com/players/g/garlada01.html", "https://www.basketball-reference.com/players/g/garzalu01.html", "https://www.basketball-reference.com/players/g/gateska01.html", "https://www.basketball-reference.com/players/g/georgke01.html", "https://www.basketball-reference.com/players/g/georgpa01.html", "https://www.basketball-reference.com/players/g/giddejo01.html", "https://www.basketball-reference.com/players/a/arcidry01.html", "https://www.basketball-reference.com/players/g/gilesha01.html", "https://www.basketball-reference.com/players/g/gillan01.html", "https://www.basketball-reference.com/players/g/gilleco01.html", "https://www.basketball-reference.com/players/g/gilyaja01.html", "https://www.basketball-reference.com/players/g/goberru01.html", "https://www.basketball-reference.com/players/g/goodwjo01.html", "https://www.basketball-reference.com/players/g/gordoaa01.html", "https://www.basketball-reference.com/players/g/gordoer01.html", "https://www.basketball-reference.com/players/g/grahade01.html", "https://www.basketball-reference.com/players/a/avdijde01.html", "https://www.basketball-reference.com/players/g/grantje01.html", "https://www.basketball-reference.com/players/g/greenaj01.html", "https://www.basketball-reference.com/players/g/greenda02.html", "https://www.basketball-reference.com/players/g/greendr01.html", "https://www.basketball-reference.com/players/g/greenja05.html", "https://www.basketball-reference.com/players/g/greenje02.html", "https://www.basketball-reference.com/players/g/greenjo02.html", "https://www.basketball-reference.com/players/g/griffaj01.html", "https://www.basketball-reference.com/players/g/grimequ01.html", "https://www.basketball-reference.com/players/g/gueyemo02.html", "https://www.basketball-reference.com/players/a/aytonde01.html", "https://www.basketball-reference.com/players/h/hachiru01.html", "https://www.basketball-reference.com/players/h/hamptrj01.html", "https://www.basketball-reference.com/players/h/hardati02.html", "https://www.basketball-reference.com/players/h/hardeja01.html", "https://www.basketball-reference.com/players/h/hardyja02.html", "https://www.basketball-reference.com/players/h/harpero02.html", "https://www.basketball-reference.com/players/h/harriga01.html", "https://www.basketball-reference.com/players/h/harrijo01.html", "https://www.basketball-reference.com/players/h/harrito02.html", "https://www.basketball-reference.com/players/a/azubuud01.html", "https://www.basketball-reference.com/players/h/harrish01.html", "https://www.basketball-reference.com/players/h/hartjo01.html", "https://www.basketball-reference.com/players/h/harteis01.html", "https://www.basketball-reference.com/players/h/hausesa01.html", "https://www.basketball-reference.com/players/h/hawkijo01.html", "https://www.basketball-reference.com/players/h/hayesja02.html", "https://www.basketball-reference.com/players/h/hayeski01.html", "https://www.basketball-reference.com/players/h/haywago01.html", "https://www.basketball-reference.com/players/h/hendesc01.html", "https://www.basketball-reference.com/players/h/hendrita01.html", "https://www.basketball-reference.com/players/b/baglema01.html", "https://www.basketball-reference.com/players/h/herroty01.html", "https://www.basketball-reference.com/players/h/highsha01.html", "https://www.basketball-reference.com/players/h/hintona01.html", "https://www.basketball-reference.com/players/h/hodgedm01.html", "https://www.basketball-reference.com/players/h/holidaa01.html", "https://www.basketball-reference.com/players/h/holidjr01.html", "https://www.basketball-reference.com/players/h/holidju01.html", "https://www.basketball-reference.com/players/h/holmeri01.html", "https://www.basketball-reference.com/players/h/holmgch01.html", "https://www.basketball-reference.com/players/b/baileam01.html", "https://www.basketball-reference.com/players/h/hoodsja01.html", "https://www.basketball-reference.com/players/h/horfoal01.html", "https://www.basketball-reference.com/players/h/hortota01.html", "https://www.basketball-reference.com/players/h/houseda01.html", "https://www.basketball-reference.com/players/h/houstca01.html", "https://www.basketball-reference.com/players/h/howarje01.html", "https://www.basketball-reference.com/players/h/huertke01.html", "https://www.basketball-reference.com/players/h/huffja01.html", "https://www.basketball-reference.com/players/h/huntede01.html", "https://www.basketball-reference.com/players/h/hylanbo01.html", "https://www.basketball-reference.com/players/a/adebaba01.html", "https://www.basketball-reference.com/players/b/baldwpa01.html", "https://www.basketball-reference.com/players/i/inglejo01.html", "https://www.basketball-reference.com/players/i/irvinky01.html", "https://www.basketball-reference.com/players/i/isaacjo01.html", "https://www.basketball-reference.com/players/i/iveyja01.html", "https://www.basketball-reference.com/players/j/jacksan01.html", "https://www.basketball-reference.com/players/j/jacksgg01.html", "https://www.basketball-reference.com/players/j/jacksis01.html", "https://www.basketball-reference.com/players/j/jacksja02.html", "https://www.basketball-reference.com/players/j/jacksre01.html", "https://www.basketball-reference.com/players/j/jackstr02.html", "https://www.basketball-reference.com/players/j/jamesle01.html", "https://www.basketball-reference.com/players/j/jaqueja01.html", "https://www.basketball-reference.com/players/j/jeffrda01.html", "https://www.basketball-reference.com/players/j/jeromty01.html", "https://www.basketball-reference.com/players/j/joeis01.html", "https://www.basketball-reference.com/players/j/johnsca02.html", "https://www.basketball-reference.com/players/j/johnsja05.html", "https://www.basketball-reference.com/players/j/johnske04.html", "https://www.basketball-reference.com/players/j/johnske08.html", "https://www.basketball-reference.com/players/b/bambamo01.html", "https://www.basketball-reference.com/players/j/jokicni01.html", "https://www.basketball-reference.com/players/j/jonesda03.html", "https://www.basketball-reference.com/players/j/jonesde02.html", "https://www.basketball-reference.com/players/j/joneshe01.html", "https://www.basketball-reference.com/players/j/jonestr01.html", "https://www.basketball-reference.com/players/j/jonesty01.html", "https://www.basketball-reference.com/players/j/jordade01.html", "https://www.basketball-reference.com/players/j/josepco01.html", "https://www.basketball-reference.com/players/j/jovicni01.html", "https://www.basketball-reference.com/players/b/banchpa01.html", "https://www.basketball-reference.com/players/k/kennalu01.html", "https://www.basketball-reference.com/players/k/kesslwa01.html", "https://www.basketball-reference.com/players/k/keybr01.html", "https://www.basketball-reference.com/players/k/kispeco01.html", "https://www.basketball-reference.com/players/k/klebima01.html", "https://www.basketball-reference.com/players/k/knoxke01.html", "https://www.basketball-reference.com/players/k/konchjo01.html", "https://www.basketball-reference.com/players/k/korkmfu01.html", "https://www.basketball-reference.com/players/k/kornelu01.html", "https://www.basketball-reference.com/players/k/kuminjo01.html", "https://www.basketball-reference.com/players/b/banede01.html", "https://www.basketball-reference.com/players/k/kuzmaky01.html", "https://www.basketball-reference.com/players/l/laravja01.html", "https://www.basketball-reference.com/players/l/lavinza01.html", "https://www.basketball-reference.com/players/l/leesa01.html", "https://www.basketball-reference.com/players/l/lenal01.html", "https://www.basketball-reference.com/players/l/leonaka01.html", "https://www.basketball-reference.com/players/l/leverca01.html", "https://www.basketball-reference.com/players/l/lewiski01.html", "https://www.basketball-reference.com/players/l/lewisma05.html", "https://www.basketball-reference.com/players/b/bantoda01.html", "https://www.basketball-reference.com/players/l/liddeej01.html", "https://www.basketball-reference.com/players/l/lillada01.html", "https://www.basketball-reference.com/players/l/littlna01.html", "https://www.basketball-reference.com/players/l/livelde01.html", "https://www.basketball-reference.com/players/l/liveris01.html", "https://www.basketball-reference.com/players/l/livinch01.html", "https://www.basketball-reference.com/players/l/loftoke01.html", "https://www.basketball-reference.com/players/l/looneke01.html", "https://www.basketball-reference.com/players/l/lopezbr01.html", "https://www.basketball-reference.com/players/l/lopezro01.html", "https://www.basketball-reference.com/players/b/barlodo01.html", "https://www.basketball-reference.com/players/l/loveke01.html", "https://www.basketball-reference.com/players/l/lylestr01.html", "https://www.basketball-reference.com/players/m/maledth01.html", "https://www.basketball-reference.com/players/m/mamuksa01.html", "https://www.basketball-reference.com/players/m/mannte01.html", "https://www.basketball-reference.com/players/m/manntr01.html", "https://www.basketball-reference.com/players/m/marjabo01.html", "https://www.basketball-reference.com/players/m/markkla01.html", "https://www.basketball-reference.com/players/m/marshna01.html", "https://www.basketball-reference.com/players/b/barneha02.html", "https://www.basketball-reference.com/players/m/martica02.html", "https://www.basketball-reference.com/players/m/martike04.html", "https://www.basketball-reference.com/players/m/mathega01.html", "https://www.basketball-reference.com/players/m/mathube01.html", "https://www.basketball-reference.com/players/m/matthwe02.html", "https://www.basketball-reference.com/players/m/maxeyty01.html", "https://www.basketball-reference.com/players/m/mayssk01.html", "https://www.basketball-reference.com/players/m/mcbrimi01.html", "https://www.basketball-reference.com/players/m/mccolcj01.html", "https://www.basketball-reference.com/players/m/mccontj01.html", "https://www.basketball-reference.com/players/b/barnesc01.html", "https://www.basketball-reference.com/players/m/mcdanja02.html", "https://www.basketball-reference.com/players/m/mcderdo01.html", "https://www.basketball-reference.com/players/m/mcgeeja01.html", "https://www.basketball-reference.com/players/m/mcgowbr01.html", "https://www.basketball-reference.com/players/m/mclaujo01.html", "https://www.basketball-reference.com/players/m/meltode01.html", "https://www.basketball-reference.com/players/m/merrisa01.html", "https://www.basketball-reference.com/players/m/metuch01.html", "https://www.basketball-reference.com/players/m/micicva01.html", "https://www.basketball-reference.com/players/b/barrerj01.html", "https://www.basketball-reference.com/players/m/middlkh01.html", "https://www.basketball-reference.com/players/m/millebr02.html", "https://www.basketball-reference.com/players/m/millejo02.html", "https://www.basketball-reference.com/players/m/millele01.html", "https://www.basketball-reference.com/players/w/whiteda01.html", "https://www.basketball-reference.com/players/m/millspa02.html", "https://www.basketball-reference.com/players/m/miltosh01.html", "https://www.basketball-reference.com/players/m/minayju01.html", "https://www.basketball-reference.com/players/m/minotjo01.html", "https://www.basketball-reference.com/players/m/mitchda01.html", "https://www.basketball-reference.com/players/a/agbajoc01.html", "https://www.basketball-reference.com/players/b/bassech01.html", "https://www.basketball-reference.com/players/m/mitchdo01.html", "https://www.basketball-reference.com/players/m/mobleis01.html", "https://www.basketball-reference.com/players/m/monkma01.html", "https://www.basketball-reference.com/players/m/moodymo01.html", "https://www.basketball-reference.com/players/m/moorewe01.html", "https://www.basketball-reference.com/players/m/morrima03.html", "https://www.basketball-reference.com/players/m/morrima02.html", "https://www.basketball-reference.com/players/m/murrade01.html", "https://www.basketball-reference.com/players/m/murraja01.html", "https://www.basketball-reference.com/players/b/batesem01.html", "https://www.basketball-reference.com/players/m/murrake02.html", "https://www.basketball-reference.com/players/m/murrakr01.html", "https://www.basketball-reference.com/players/m/muscami01.html", "https://www.basketball-reference.com/players/m/mykhasv01.html", "https://www.basketball-reference.com/players/n/nancela02.html", "https://www.basketball-reference.com/players/n/nembhan01.html", "https://www.basketball-reference.com/players/n/nesmiaa01.html", "https://www.basketball-reference.com/players/n/niangge01.html", "https://www.basketball-reference.com/players/n/nixda01.html", "https://www.basketball-reference.com/players/n/nnajize01.html", "https://www.basketball-reference.com/players/b/bateske01.html", "https://www.basketball-reference.com/players/n/nowelja01.html", "https://www.basketball-reference.com/players/n/nurkiju01.html", "https://www.basketball-reference.com/players/n/nworajo01.html", "https://www.basketball-reference.com/players/o/onealro01.html", "https://www.basketball-reference.com/players/o/okekech01.html", "https://www.basketball-reference.com/players/o/okogijo01.html", "https://www.basketball-reference.com/players/o/okongon01.html", "https://www.basketball-reference.com/players/o/okorois01.html", "https://www.basketball-reference.com/players/o/olynyke01.html", "https://www.basketball-reference.com/players/b/batumni01.html", "https://www.basketball-reference.com/players/o/omorueu01.html", "https://www.basketball-reference.com/players/o/osmande01.html", "https://www.basketball-reference.com/players/o/oubreke01.html", "https://www.basketball-reference.com/players/p/paulch01.html", "https://www.basketball-reference.com/players/p/payneca01.html", "https://www.basketball-reference.com/players/p/paytoga02.html", "https://www.basketball-reference.com/players/p/petrufi01.html", "https://www.basketball-reference.com/players/p/phillju01.html", "https://www.basketball-reference.com/players/p/pickeja02.html", "https://www.basketball-reference.com/players/p/plumlma01.html", "https://www.basketball-reference.com/players/b/bealbr01.html", "https://www.basketball-reference.com/players/p/podzibr01.html", "https://www.basketball-reference.com/players/p/pokusal01.html", "https://www.basketball-reference.com/players/p/poolejo01.html", "https://www.basketball-reference.com/players/p/portecr01.html", "https://www.basketball-reference.com/players/p/portemi01.html", "https://www.basketball-reference.com/players/p/porteot01.html", "https://www.basketball-reference.com/players/p/portibo01.html", "https://www.basketball-reference.com/players/p/porzikr01.html", "https://www.basketball-reference.com/players/p/poweldw01.html", "https://www.basketball-reference.com/players/b/beaslma01.html", "https://www.basketball-reference.com/players/p/powelno01.html", "https://www.basketball-reference.com/players/p/princta02.html", "https://www.basketball-reference.com/players/p/pritcpa01.html", "https://www.basketball-reference.com/players/p/prospol01.html", "https://www.basketball-reference.com/players/q/quetane01.html", "https://www.basketball-reference.com/players/q/quickim01.html", "https://www.basketball-reference.com/players/q/quinole01.html", "https://www.basketball-reference.com/players/r/randlju01.html", "https://www.basketball-reference.com/players/r/reathdu01.html", "https://www.basketball-reference.com/players/r/reaveau01.html", "https://www.basketball-reference.com/players/b/beaucma01.html", "https://www.basketball-reference.com/players/r/reddica01.html", "https://www.basketball-reference.com/players/r/reidna01.html", "https://www.basketball-reference.com/players/r/rhodeja01.html", "https://www.basketball-reference.com/players/r/richani01.html", "https://www.basketball-reference.com/players/r/richajo01.html", "https://www.basketball-reference.com/players/r/robindu01.html", "https://www.basketball-reference.com/players/r/robinje01.html", "https://www.basketball-reference.com/players/r/robinmi01.html", "https://www.basketball-reference.com/players/r/robinor01.html", "https://www.basketball-reference.com/players/b/bertada01.html", "https://www.basketball-reference.com/players/r/robinje02.html", "https://www.basketball-reference.com/players/r/roddyda01.html", "https://www.basketball-reference.com/players/r/rolliry01.html", "https://www.basketball-reference.com/players/r/rosede01.html", "https://www.basketball-reference.com/players/r/roziete01.html", "https://www.basketball-reference.com/players/r/ruperra01.html", "https://www.basketball-reference.com/players/r/russeda01.html", "https://www.basketball-reference.com/players/r/ryanma01.html", "https://www.basketball-reference.com/players/s/sabondo01.html", "https://www.basketball-reference.com/players/s/samanlu01.html", "https://www.basketball-reference.com/players/b/beverpa01.html", "https://www.basketball-reference.com/players/s/samueje01.html", "https://www.basketball-reference.com/players/s/saricda01.html", "https://www.basketball-reference.com/players/s/sarrol01.html", "https://www.basketball-reference.com/players/s/sassema01.html", "https://www.basketball-reference.com/players/s/schofad01.html", "https://www.basketball-reference.com/players/s/schrode01.html", "https://www.basketball-reference.com/players/s/seabrde01.html", "https://www.basketball-reference.com/players/s/sengual01.html", "https://www.basketball-reference.com/players/s/sensabr01.html", "https://www.basketball-reference.com/players/b/beysa01.html", "https://www.basketball-reference.com/players/s/sextoco01.html", "https://www.basketball-reference.com/players/s/shamela01.html", "https://www.basketball-reference.com/players/s/sharpda01.html", "https://www.basketball-reference.com/players/s/sharpsh01.html", "https://www.basketball-reference.com/players/s/sheppbe01.html", "https://www.basketball-reference.com/players/s/siakapa01.html", "https://www.basketball-reference.com/players/s/simmobe01.html", "https://www.basketball-reference.com/players/s/simonan01.html", "https://www.basketball-reference.com/players/s/simsje01.html", "https://www.basketball-reference.com/players/s/slawsja01.html", "https://www.basketball-reference.com/players/a/aldamsa01.html", "https://www.basketball-reference.com/players/b/bitadgo01.html", "https://www.basketball-reference.com/players/s/smartma01.html", "https://www.basketball-reference.com/players/s/smithdr01.html", "https://www.basketball-reference.com/players/s/smithis01.html", "https://www.basketball-reference.com/players/s/smithja05.html", "https://www.basketball-reference.com/players/s/smithja04.html", "https://www.basketball-reference.com/players/s/smithni01.html", "https://www.basketball-reference.com/players/s/sochaje01.html", "https://www.basketball-reference.com/players/s/sprinja01.html", "https://www.basketball-reference.com/players/s/stevela01.html", "https://www.basketball-reference.com/players/s/stewais01.html", "https://www.basketball-reference.com/players/s/strawju01.html", "https://www.basketball-reference.com/players/s/strusma01.html", "https://www.basketball-reference.com/players/s/suggsja01.html", "https://www.basketball-reference.com/players/s/swideco01.html", "https://www.basketball-reference.com/players/t/tateja01.html", "https://www.basketball-reference.com/players/t/tatumja01.html", "https://www.basketball-reference.com/players/t/taylote01.html", "https://www.basketball-reference.com/players/t/templga01.html", "https://www.basketball-reference.com/players/t/terryda01.html", "https://www.basketball-reference.com/players/b/biyombi01.html", "https://www.basketball-reference.com/players/t/theisda01.html", "https://www.basketball-reference.com/players/t/thompam01.html", "https://www.basketball-reference.com/players/t/thompau01.html", "https://www.basketball-reference.com/players/t/thompkl01.html", "https://www.basketball-reference.com/players/t/thomptr01.html", "https://www.basketball-reference.com/players/t/thorjt01.html", "https://www.basketball-reference.com/players/t/thybuma01.html", "https://www.basketball-reference.com/players/t/tillmxa01.html", "https://www.basketball-reference.com/players/t/toppiob01.html", "https://www.basketball-reference.com/players/b/blackan01.html", "https://www.basketball-reference.com/players/t/townska01.html", "https://www.basketball-reference.com/players/t/trentga02.html", "https://www.basketball-reference.com/players/t/tuckepj01.html", "https://www.basketball-reference.com/players/t/turnemy01.html", "https://www.basketball-reference.com/players/t/tysonhu01.html", "https://www.basketball-reference.com/players/u/umudest01.html", "https://www.basketball-reference.com/players/v/valanjo01.html", "https://www.basketball-reference.com/players/v/vanvlfr01.html", "https://www.basketball-reference.com/players/v/vassede01.html", "https://www.basketball-reference.com/players/v/vezenal01.html", "https://www.basketball-reference.com/players/b/blackle01.html", "https://www.basketball-reference.com/players/v/vincega01.html", "https://www.basketball-reference.com/players/w/wadede01.html", "https://www.basketball-reference.com/players/w/wagnefr01.html", "https://www.basketball-reference.com/players/w/wagnemo01.html", "https://www.basketball-reference.com/players/w/wainris01.html", "https://www.basketball-reference.com/players/w/walkeja01.html", "https://www.basketball-reference.com/players/w/walkeja02.html", "https://www.basketball-reference.com/players/w/walkelo01.html", "https://www.basketball-reference.com/players/w/wallaca01.html", "https://www.basketball-reference.com/players/b/bogdabo01.html", "https://www.basketball-reference.com/players/w/washipj01.html", "https://www.basketball-reference.com/players/w/washity02.html", "https://www.basketball-reference.com/players/w/watanyu01.html", "https://www.basketball-reference.com/players/w/waterli01.html", "https://www.basketball-reference.com/players/w/watfotr01.html", "https://www.basketball-reference.com/players/w/watsope01.html", "https://www.basketball-reference.com/players/w/wembavi01.html", "https://www.basketball-reference.com/players/w/weslebl01.html", "https://www.basketball-reference.com/players/w/westbru01.html", "https://www.basketball-reference.com/players/w/whiteco01.html", "https://www.basketball-reference.com/players/b/bolbo01.html", "https://www.basketball-reference.com/players/w/whitede01.html", "https://www.basketball-reference.com/players/w/wiggiaa01.html", "https://www.basketball-reference.com/players/w/wiggian01.html", "https://www.basketball-reference.com/players/w/wiggili01.html", "https://www.basketball-reference.com/players/w/willigr01.html", "https://www.basketball-reference.com/players/w/willija06.html", "https://www.basketball-reference.com/players/w/willija07.html", "https://www.basketball-reference.com/players/w/willije02.html", "https://www.basketball-reference.com/players/w/willike04.html", "https://www.basketball-reference.com/players/b/boldema01.html", "https://www.basketball-reference.com/players/w/willima07.html", "https://www.basketball-reference.com/players/w/willipa01.html", "https://www.basketball-reference.com/players/w/williro04.html", "https://www.basketball-reference.com/players/w/willivi01.html", "https://www.basketball-reference.com/players/w/willizi02.html", "https://www.basketball-reference.com/players/w/willizi01.html", "https://www.basketball-reference.com/players/w/wilsoja03.html", "https://www.basketball-reference.com/players/w/windldy01.html", "https://www.basketball-reference.com/players/w/wisemja01.html", "https://www.basketball-reference.com/players/w/woodch01.html", "https://www.basketball-reference.com/players/b/bookede01.html", "https://www.basketball-reference.com/players/w/wrighde01.html", "https://www.basketball-reference.com/players/y/youngtr01.html", "https://www.basketball-reference.com/players/y/yurtsom01.html", "https://www.basketball-reference.com/players/z/zelleco01.html", "https://www.basketball-reference.com/players/z/zubaciv01.html", "https://www.basketball-reference.com/players/b/bouchch01.html", "https://www.basketball-reference.com/players/a/alexani01.html", "https://www.basketball-reference.com/players/b/bouyeja01.html", "https://www.basketball-reference.com/players/b/branhma01.html", "https://www.basketball-reference.com/players/b/braunch01.html", "https://www.basketball-reference.com/players/b/bridgmi01.html", "https://www.basketball-reference.com/players/b/bridgmi02.html", "https://www.basketball-reference.com/players/b/brissos01.html", "https://www.basketball-reference.com/players/b/brogdma01.html", "https://www.basketball-reference.com/players/b/brookar01.html", "https://www.basketball-reference.com/players/b/brookdi01.html", "https://www.basketball-reference.com/players/b/brownbr01.html", "https://www.basketball-reference.com/players/a/allengr01.html", "https://www.basketball-reference.com/players/b/brownja02.html", "https://www.basketball-reference.com/players/b/brownmo01.html", "https://www.basketball-reference.com/players/b/browntr01.html", "https://www.basketball-reference.com/players/b/brunsja01.html", "https://www.basketball-reference.com/players/b/bryanth01.html", "https://www.basketball-reference.com/players/b/bufkiko01.html", "https://www.basketball-reference.com/players/b/bullore01.html", "https://www.basketball-reference.com/players/b/burksal01.html", "https://www.basketball-reference.com/players/b/butleja02.html", "https://www.basketball-reference.com/players/a/allenja01.html", "https://www.basketball-reference.com/players/b/butleji01.html", "https://www.basketball-reference.com/players/c/cainja01.html", "https://www.basketball-reference.com/players/c/caldwke01.html", "https://www.basketball-reference.com/players/c/camarto01.html", "https://www.basketball-reference.com/players/c/capelca01.html", "https://www.basketball-reference.com/players/c/carteje01.html", "https://www.basketball-reference.com/players/c/cartewe01.html", "https://www.basketball-reference.com/players/c/carusal01.html", "https://www.basketball-reference.com/players/c/castlco01.html", "https://www.basketball-reference.com/players/c/cazalma01.html", "https://www.basketball-reference.com/players/a/alvarjo01.html", "https://www.basketball-reference.com/players/c/champju02.html", "https://www.basketball-reference.com/players/c/cissosi01.html", "https://www.basketball-reference.com/players/c/clarkjo01.html", "https://www.basketball-reference.com/players/c/claxtni01.html", "https://www.basketball-reference.com/players/c/clownno01.html", "https://www.basketball-reference.com/players/c/coffeam01.html", "https://www.basketball-reference.com/players/c/collijo01.html", "https://www.basketball-reference.com/players/c/colliza01.html", "https://www.basketball-reference.com/players/c/conlemi01.html", "https://www.basketball-reference.com/players/a/anderky01.html", "https://www.basketball-reference.com/players/c/connapa01.html", "https://www.basketball-reference.com/players/c/coulibi01.html", "https://www.basketball-reference.com/players/c/covinro01.html", "https://www.basketball-reference.com/players/c/craigto01.html", "https://www.basketball-reference.com/players/c/crowdja01.html", "https://www.basketball-reference.com/players/c/cunnica01.html", "https://www.basketball-reference.com/players/c/curryse01.html", "https://www.basketball-reference.com/players/c/curryst01.html", "https://www.basketball-reference.com/players/d/daniedy01.html", "https://www.basketball-reference.com/players/d/davisan02.html", "https://www.basketball-reference.com/players/m/martike04.html", "https://www.basketball-reference.com/players/m/martike04.html", "https://www.basketball-reference.com/players/b/batumni01.html", "https://www.basketball-reference.com/players/p/petrufi01.html", "https://www.basketball-reference.com/players/t/theisda01.html", "https://www.basketball-reference.com/players/t/tuckepj01.html", "https://www.basketball-reference.com/players/c/covinro01.html" ] # Function to scrape and print player names def scrape_player_names(links, names): for link, name in zip(links, names): # Send a GET request response = requests.get(link) # Check if the request was successful (status code 200) if response.status_code == 200: # Parse the HTML content of the page soup = BeautifulSoup(response.text, 'html.parser') # Find the player's name player_name_tag = soup.find('h1', itemprop='name') # Check if the tag was found if player_name_tag: player_name = player_name_tag.text # Print the player's name print(f"Expected: {name}, Found: {player_name}") else: print(f"Player name not found for link: {link}") else: print(f"Failed to retrieve page content for link: {link}") # List of player names player_names = [ "A.J. Green", "Aaron Gordon", "Aaron Holiday", "Aaron Nesmith", "Aaron Wiggins", "Admiral Schofield", "AJ Griffin", "Al Horford", "Alec Burks", "Aleksej Pokusevski", "Alex Caruso", "Alex Fudge", "Alex Len", "Alperen Şengün", "Amari Bailey", "Amen Thompson", "Amir Coffey", "Andre Drummond", "Andre Jackson Jr.", "Andrew Nembhard", "Andrew Wiggins", "Anfernee Simons", "Anthony Black", "Anthony Davis", "Anthony Edwards", "Anthony Gill", "Armoni Brooks", "Ausar Thompson", "Austin Reaves", "Ayo Dosunmu", "Bam Adebayo", "Ben Sheppard", "Ben Simmons", "Bennedict Mathurin", "Bilal Coulibaly", "Bismack Biyombo", "Blake Wesley", "Boban Marjanović", "Bobby Portis", "Bogdan Bogdanović", "Bol Bol", "Bones Hyland", "Bradley Beal", "Brandin Podziemski", "Brandon Ingram", "Brandon Miller", "Braxton Key", "Brice Sensabaugh", "Brook Lopez", "Bruce Brown", "Bruno Fernando", "Bryce McGowens", "Buddy Hield", "Cade Cunningham", "Caleb Houstan", "Caleb Martin", "Cam Reddish", "Cam Thomas", "Cam Whitmore", "Cameron Johnson", "Cameron Payne", "Caris LeVert", "Cason Wallace", "Cedi Osman", "Charles Bassey", "Chet Holmgren", "Chimezie Metu", "Chris Boucher", "Chris Duarte", "Chris Livingston", "Chris Paul", "Christian Braun", "Christian Wood", "Chuma Okeke", "CJ McCollum", "Clint Capela", "Coby White", "Cody Zeller", "Colby Jones", "Cole Anthony", "Cole Swider", "Colin Castleton", "Collin Gillespie", "Collin Sexton", "Corey Kispert", "Cory Joseph", "Craig Porter Jr.", "Daishen Nix", "Dalano Banton", "Dalen Terry", "Damian Jones", "Damian Lillard", "D'Angelo Russell", "Daniel Gafford", "Daniel Theis", "Danilo Gallinari", "Danny Green", "Dante Exum", "Danuel House Jr.", "DaQuan Jeffries", "Dario Šarić", "Dariq Whitehead", "Darius Garland", "David Roddy", "Davion Mitchell", "Dāvis Bertāns", "Day'Ron Sharpe", "De'Aaron Fox", "Dean Wade", "Deandre Ayton", "De'Andre Hunter", "DeAndre Jordan", "De'Anthony Melton", "Dejounte Murray", "Delon Wright", "DeMar DeRozan", "Deni Avdija", "Dennis Schröder", "Dennis Smith Jr.", "Dereck Lively II", "Dereon Seabron", "Derrick Jones Jr.", "Derrick Rose", "Derrick White", "Desmond Bane", "Devin Booker", "Devin Vassell", "Devonte' Graham", "Dillon Brooks", "D'Moi Hodge", "Domantas Sabonis", "Dominick Barlow", "Donovan Mitchell", "Donte DiVincenzo", "Dorian Finney-Smith", "Doug McDermott", "Draymond Green", "Drew Eubanks", "Dru Smith", "Duncan Robinson", "Duop Reath", "Dwight Powell", "Dylan Windler", "Dyson Daniels", "E.J. Liddell", "Emoni Bates", "Eric Gordon", "Eugene Omoruyi", "Evan Fournier", "Evan Mobley", "Filip Petrušev", "Franz Wagner", "Fred VanVleet", "Furkan Korkmaz", "Gabe Vincent", "Garrett Temple", "Garrison Mathews", "Gary Harris", "Gary Payton II", "Gary Trent Jr.", "Georges Niang", "Giannis Antetokounmpo", "Goga Bitadze", "Gordon Hayward", "Gradey ****", "Grant Williams", "Grayson Allen", "Gregory Jackson II", "Gui Santos", "Harrison Barnes", "Harry Giles", "Haywood Highsmith", "Herbert Jones", "Hunter Tyson", "Immanuel Quickley", "Isaac Okoro", "Isaiah Hartenstein", "Isaiah Jackson", "Isaiah Joe", "Isaiah Livers", "Isaiah Mobley", "Isaiah Stewart", "Ish Smith", "Ish Wainright", "Ivica Zubac", "Jabari Smith Jr.", "Jabari Walker", "Jacob Gilyard", "Jaden Hardy", "Jaden Ivey", "Jaden McDaniels", "Jaden Springer", "Jae Crowder", "Jae'Sean Tate", "Jaime Jaquez Jr.", "Jake LaRavia", "Jakob Poeltl", "Jalen Brunson", "Jalen Duren", "Jalen Green", "Jalen Hood-Schifino", "Jalen Johnson", "Jalen McDaniels", "Jalen Pickett", "Jalen Slawson", "Jalen Smith", "Jalen Suggs", "Jalen Williams", "Jalen Wilson", "Jamal Cain", "Jamal Murray", "Jamaree Bouyea", "James Harden", "James Wiseman", "Jarace Walker", "Jared Butler", "Jared Rhoden", "Jaren Jackson Jr.", "Jarrett Allen", "JaVale McGee", "Jaxson Hayes", "Jay Huff", "Jaylen Brown", "Jaylen Nowell", "Jaylin Williams", "Jayson Tatum", "Jeenathan Williams", "Jeff Green", "Jerami Grant", "Jeremiah Robinson-Earl", "Jeremy Sochan", "Jericho Sims", "Jermaine Samuels", "Jerome Robinson", "Jett Howard", "Jevon Carter", "Jimmy Butler", "Jock Landale", "Joe Harris", "Joe Ingles", "Joel Embiid", "John Collins", "John Konchar", "Johnny Davis", "Jonas Valančiūnas", "Jonathan Isaac", "Jonathan Kuminga", "Jordan Clarkson", "Jordan Ford", "Jordan Goodwin", "Jordan Hawkins", "Jordan McLaughlin", "Jordan Miller", "Jordan Nwora", "Jordan Poole", "Jose Alvarado", "Josh Giddey", "Josh Green", "Josh Hart", "Josh Minott", "Josh Okogie", "Josh Richardson", "Jrue Holiday", "JT Thor", "Julian Champagnie", "Julian Phillips", "Julian Strawther", "Julius Randle", "Justin Holiday", "Justin Minaya", "Jusuf Nurkić", "Kaiser Gates", "Karl-Anthony Towns", "Kawhi Leonard", "Keegan Murray", "Keita Bates-Diop", "Keldon Johnson", "Kelly Olynyk", "Kelly Oubre Jr.", "Kenneth Lofton Jr.", "Kenrich Williams", "Kentavious Caldwell-Pope", "Keon Ellis", "Kessler Edwards", "Kevin Durant", "Kevin Huerter", "Kevin Knox", "Kevin Love", "Kevon Looney", "Keyontae Johnson", "Keyonte George", "Khris Middleton", "Killian Hayes", "Kira Lewis Jr.", "KJ Martin", "Klay Thompson", "Kobe Brown", "Kobe Bufkin", "Kris Dunn", "Kris Murray", "Kristaps Porziņģis", "Kyle Anderson", "Kyle Kuzma", "Kyle Lowry", "Kyrie Irving", "Lamar Stevens", "LaMelo Ball", "Landry Shamet", "Larry Nance Jr.", "Lauri Markkanen", "Leaky Black", "LeBron James", "Leonard Miller", "Lester Quinones", "Lindell Wigginton", "Lindy Waters III", "Lonnie Walker IV", "Luguentz Dort", "Luka Dončić", "Luka Garza", "Luka Šamanić", "Luke Kennard", "Luke Kornet", "Malachi Flynn", "Malaki Branham", "Malcolm Brogdon", "Malcolm Cazalon", "Malik Beasley", "Malik Monk", "Marcus Morris", "Marcus Sasser", "Marcus Smart", "MarJon Beauchamp", "Mark Williams", "Markelle Fultz", "Markieff Morris", "Markquis Nowell", "Marques Bolden", "Marvin Bagley III", "Mason Plumlee", "Matisse Thybulle", "Matt Ryan", "Max Christie", "Max Strus", "Maxi Kleber", "Maxwell Lewis", "Michael Porter Jr.", "Mikal Bridges", "Mike Conley", "Mike Muscala", "Miles Bridges", "Miles McBride", "Mitchell Robinson", "Mo Bamba", "Moritz Wagner", "Moses Brown", "Moses Moody", "Mouhamed Gueye", "Moussa Diabaté", "Myles Turner", "Naji Marshall", "Nassir Little", "Nate Hinton", "Naz Reid", "Neemias Queta", "Nic Claxton", "Nick Richards", "Nick Smith Jr.", "Nickeil Alexander-Walker", "Nicolas Batum", "Nikola Jokić", "Nikola Jović", "Nikola Vučević", "Noah Clowney", "Norman Powell", "Obi Toppin", "Ochai Agbaji", "OG Anunoby", "Olivier Sarr", "Olivier-Maxence Prosper", "Omer Yurtseven", "Onuralp Bitim", "Onyeka Okongwu", "Orlando Robinson", "Oshae Brissett", "Otto Porter Jr.", "Ousmane Dieng", "P.J. Tucker", "P.J. Washington", "Paolo Banchero", "Pascal Siakam", "Pat Connaughton", "Patrick Baldwin Jr.", "Patrick Beverley", "Patrick Williams", "Patty Mills", "Paul George", "Paul Reed", "Payton Pritchard", "Peyton Watson", "Precious Achiuwa", "Quentin Grimes", "R.J. Hampton", "Rayan Rupert", "Reggie Bullock", "Reggie Jackson", "Richaun Holmes", "RJ Barrett", "Robert Covington", "Robert Williams", "Robin Lopez", "Ron Harper Jr.", "Royce O'Neale", "Rudy Gobert", "Rui Hachimura", "Russell Westbrook", "Ryan Arcidiacono", "Ryan Rollins", "Saben Lee", "Saddiq Bey", "Sam Hauser", "Sam Merrill", "Sandro Mamukelashvili", "Santi Aldama", "Sasha Vezenkov", "Scoot Henderson", "Scottie Barnes", "Seth Curry", "Shaedon Sharpe", "Shai Gilgeous-Alexander", "Shake Milton", "Shaquille Harrison", "Sidy Cissoko", "Simone Fontecchio", "Skylar Mays", "Spencer Dinwiddie", "Stanley Umude", "Stephen Curry", "Svi Mykhailiuk", "T.J. McConnell", "Talen Horton-Tucker", "Tari Eason", "Taurean Prince", "Taylor Hendricks", "Terance Mann", "Terry Rozier", "Terry Taylor", "Thaddeus Young", "Thanasis Antetokounmpo", "Théo Maledon", "Thomas Bryant", "Tim Hardaway Jr.", "Tobias Harris", "Torrey Craig", "Toumani Camara", "Trae Young", "Trayce Jackson-Davis", "Tre Jones", "Tre Mann", "Trendon Watford", "Trent Forrest", "Trey Lyles", "Tristan Thompson", "Troy Brown Jr.", "Ty Jerome", "Tyler Herro", "Tyrese Haliburton", "Tyrese Maxey", "TyTy Washington Jr.", "Tyus Jones", "Udoka Azubuike", "Vasilije Micić", "Victor Wembanyama", "Vince Williams Jr.", "Walker Kessler", "Wendell Carter Jr.", "Wendell Moore Jr.", "Wesley Matthews", "Xavier Tillman Sr.", "Yuta Watanabe", "Zach Collins", "Zach LaVine", "Zeke Nnaji", "Ziaire Williams", "Zion Williamson" ] # Call the function with the list of player links and names scrape_player_names(player_links, player_names)