diff --git a/tidyquant/sp500/csv/20250205.csv b/tidyquant/sp500/csv/20250205.csv
new file mode 100644
index 00000000..01ce76f0
--- /dev/null
+++ b/tidyquant/sp500/csv/20250205.csv
@@ -0,0 +1,506 @@
+"symbol","company","identifier","sedol","weight","sector","shares_held","local_currency"
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+"BRK-B","BERKSHIRE HATHAWAY INC CL B","084670702","2073390",0.016742022449442586,"-",22453748,"USD"
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+"LLY","ELI LILLY + CO","532457108","2516152",0.012716937226470172,"-",9652039,"USD"
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+"WFC","WELLS FARGO + CO","949746101","2649100",0.005169019752429644,"-",40781024,"USD"
+"CVX","CHEVRON CORP","166764100","2838555",0.0050025456219034035,"-",20470512,"USD"
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+"KO","COCA COLA CO/THE","191216100","2206657",0.004746553138324419,"-",47486732,"USD"
+"MRK","MERCK + CO. INC.","58933Y105","2778844",0.004484159342348369,"-",30983892,"USD"
+"ABT","ABBOTT LABORATORIES","002824100","2002305",0.004374236806029973,"-",21243639,"USD"
+"TMO","THERMO FISHER SCIENTIFIC INC","883556102","2886907",0.004338139405340884,"-",4684917,"USD"
+"GE","GENERAL ELECTRIC","369604301","BL59CR9",0.004274606379799987,"-",13255954,"USD"
+"LIN","LINDE PLC","G54950103","BNZHB81",0.004230417320158979,"-",5831977,"USD"
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+"NOW","SERVICENOW INC","81762P102","B80NXX8",0.004066573728945908,"-",2524090,"USD"
+"MCD","MCDONALD S CORP","580135101","2550707",0.004056471657819286,"-",8777045,"USD"
+"ISRG","INTUITIVE SURGICAL INC","46120E602","2871301",0.004034637181314913,"-",4364068,"USD"
+"DIS","WALT DISNEY CO/THE","254687106","2270726",0.004008091738968323,"-",22179981,"USD"
+"PM","PHILIP MORRIS INTERNATIONAL","718172109","B2PKRQ3",0.003960321945205206,"-",19043175,"USD"
+"GS","GOLDMAN SACHS GROUP INC","38141G104","2407966",0.0038887572730161137,"-",3844605,"USD"
+"PEP","PEPSICO INC","713448108","2681511",0.0038457184491964545,"-",16803865,"USD"
+"AMD","ADVANCED MICRO DEVICES","007903107","2007849",0.003788156647875948,"-",19875289,"USD"
+"ADBE","ADOBE INC","00724F101","2008154",0.0037855461126640186,"-",5391402,"USD"
+"QCOM","QUALCOMM INC","747525103","2714923",0.0037570802765983084,"-",13613095,"USD"
+"AXP","AMERICAN EXPRESS CO","025816109","2026082",0.003434934230215879,"-",6818958,"USD"
+"CAT","CATERPILLAR INC","149123101","2180201",0.0034151901822911737,"-",5915878,"USD"
+"T","AT+T INC","00206R102","2831811",0.00340051717403102,"-",87919855,"USD"
+"RTX","RTX CORP","75513E101","BM5M5Y3",0.003339194601677236,"-",16309141,"USD"
+"MS","MORGAN STANLEY","617446448","2262314",0.0033158098073266984,"-",15200302,"USD"
+"VZ","VERIZON COMMUNICATIONS INC","92343V104","2090571",0.003275141469504078,"-",51581227,"USD"
+"INTU","INTUIT INC","461202103","2459020",0.0032413745466095462,"-",3434517,"USD"
+"TXN","TEXAS INSTRUMENTS INC","882508104","2885409",0.003219059971675393,"-",11177930,"USD"
+"SPGI","S+P GLOBAL INC","78409V104","BYV2325",0.0031874834978667327,"-",3890447,"USD"
+"AMGN","AMGEN INC","031162100","2023607",0.003036162474030426,"-",6586434,"USD"
+"BKNG","BOOKING HOLDINGS INC","09857L108","BDRXDB4",0.003025480283967819,"-",405416,"USD"
+"BSX","BOSTON SCIENTIFIC CORP","101137107","2113434",0.0029822914293888532,"-",18059059,"USD"
+"C","CITIGROUP INC","172967424","2297907",0.0029007047024781026,"-",23173824,"USD"
+"BLK","BLACKROCK INC","09290D101","BMZBBT7",0.0028881821351013385,"-",1782910,"USD"
+"UNP","UNION PACIFIC CORP","907818108","2914734",0.0028850714973583883,"-",7428664,"USD"
+"AMAT","APPLIED MATERIALS INC","038222105","2046552",0.0028768798179002663,"-",10101615,"USD"
+"UBER","UBER TECHNOLOGIES INC","90353T100","BK6N347",0.00286788797439251,"-",25779333,"USD"
+"PFE","PFIZER INC","717081103","2684703",0.0028651274084212745,"-",69438459,"USD"
+"LOW","LOWE S COS INC","548661107","2536763",0.0028518646892986,"-",6951203,"USD"
+"HON","HONEYWELL INTERNATIONAL INC","438516106","2020459",0.0028408124233630385,"-",7967489,"USD"
+"PGR","PROGRESSIVE CORP","743315103","2705024",0.0028393821301243185,"-",7178368,"USD"
+"NEE","NEXTERA ENERGY INC","65339F101","2328915",0.002809235949554378,"-",25197862,"USD"
+"TJX","TJX COMPANIES INC","872540109","2989301",0.0027583455159976905,"-",13819949,"USD"
+"DHR","DANAHER CORP","235851102","2250870",0.0027011437884995183,"-",7876652,"USD"
+"SYK","STRYKER CORP","863667101","2853688",0.0026310394157010074,"-",4203997,"USD"
+"BA","BOEING CO/THE","097023105","2108601",0.002574737872758673,"-",9160247,"USD"
+"COP","CONOCOPHILLIPS","20825C104","2685717",0.0025426913025708535,"-",15850211,"USD"
+"CMCSA","COMCAST CORP CLASS A","20030N101","2044545",0.0025027631164941436,"-",46771381,"USD"
+"SBUX","STARBUCKS CORP","855244109","2842255",0.0024500323056232992,"-",13888982,"USD"
+"ETN","EATON CORP PLC","G29183103","B8KQN82",0.0024304983007616223,"-",4842304,"USD"
+"VRTX","VERTEX PHARMACEUTICALS INC","92532F100","2931034",0.0024271776199556432,"-",3155405,"USD"
+"ADP","AUTOMATIC DATA PROCESSING","053015103","2065308",0.00242613740669112,"-",4992731,"USD"
+"BX","BLACKSTONE INC","09260D107","BKF2SL7",0.0024104641933689244,"-",8846868,"USD"
+"SCHW","SCHWAB (CHARLES) CORP","808513105","2779397",0.002388379665599041,"-",18306454,"USD"
+"GILD","GILEAD SCIENCES INC","375558103","2369174",0.0023865292862342642,"-",15269963,"USD"
+"FI","FISERV INC","337738108","2342034",0.002381838324493288,"-",6971173,"USD"
+"DE","DEERE + CO","244199105","2261203",0.002348521493876675,"-",3117871,"USD"
+"PANW","PALO ALTO NETWORKS INC","697435105","B87ZMX0",0.002345870950462264,"-",8019697,"USD"
+"BMY","BRISTOL MYERS SQUIBB CO","110122108","2126335",0.002343340431655298,"-",24851571,"USD"
+"MDT","MEDTRONIC PLC","G5960L103","BTN1Y11",0.00228000744712681,"-",15714177,"USD"
+"ANET","ARISTA NETWORKS INC","040413205","BL9XPM3",0.0022676049043574916,"-",12657963,"USD"
+"TMUS","T MOBILE US INC","872590104","B94Q9V0",0.002259943333582251,"-",5972350,"USD"
+"PLD","PROLOGIS INC","74340W103","B44WZD7",0.0021414690439833977,"-",11348631,"USD"
+"MMC","MARSH + MCLENNAN COS","571748102","2567741",0.0021410589599079603,"-",6017850,"USD"
+"LRCX","LAM RESEARCH CORP","512807306","BSML4N7",0.0020094219716926365,"-",15766033,"USD"
+"ADI","ANALOG DEVICES INC","032654105","2032067",0.001998909816490577,"-",6083570,"USD"
+"CB","CHUBB LTD","H1467J104","B3BQMF6",0.0019942988711545645,"-",4593120,"USD"
+"KKR","KKR + CO INC","48251W104","BG1FRR1",0.001968103500579689,"-",8264979,"USD"
+"MU","MICRON TECHNOLOGY INC","595112103","2588184",0.0019644527521032362,"-",13585587,"USD"
+"KLAC","KLA CORP","482480100","2480138",0.001958891611958284,"-",1639065,"USD"
+"GEV","GE VERNOVA INC","36828A101","BP6H4Y1",0.0019206337683351843,"-",3377547,"USD"
+"CEG","CONSTELLATION ENERGY","21037T109","BMH4FS1",0.0018715637079914126,"-",3830623,"USD"
+"LMT","LOCKHEED MARTIN CORP","539830109","2522096",0.0018704534803725462,"-",2584934,"USD"
+"CRWD","CROWDSTRIKE HOLDINGS INC   A","22788C105","BJJP138",0.0018534099861153535,"-",2851519,"USD"
+"ELV","ELEVANCE HEALTH INC","036752103","BSPHGL4",0.001821473438484358,"-",2840996,"USD"
+"ICE","INTERCONTINENTAL EXCHANGE IN","45866F104","BFSSDS9",0.001787626499184863,"-",7034914,"USD"
+"NKE","NIKE INC  CL B","654106103","2640147",0.001785115984479138,"-",14588479,"USD"
+"SO","SOUTHERN CO/THE","842587107","2829601",0.0017815552544582691,"-",13425429,"USD"
+"EQIX","EQUINIX INC","29444U700","BVLZX12",0.0017429573411140754,"-",1182322,"USD"
+"MO","ALTRIA GROUP INC","02209S103","2692632",0.0017428873267597324,"-",20766890,"USD"
+"PH","PARKER HANNIFIN CORP","701094104","2671501",0.001735105731377047,"-",1577321,"USD"
+"CME","CME GROUP INC","12572Q105","2965839",0.001706549876855753,"-",4411706,"USD"
+"DUK","DUKE ENERGY CORP","26441C204","B7VD3F2",0.0016961777503623795,"-",9458961,"USD"
+"AMT","AMERICAN TOWER CORP","03027X100","B7FBFL2",0.0016808146006094171,"-",5723329,"USD"
+"APH","AMPHENOL CORP CL A","032095101","2145084",0.001640586353014095,"-",14755616,"USD"
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+"SHW","SHERWIN WILLIAMS CO/THE","824348106","2804211",0.0016192219728888818,"-",2839056,"USD"
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+"CI","THE CIGNA GROUP","125523100","BHJ0775",0.0015844348408310673,"-",3408376,"USD"
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+"CMG","CHIPOTLE MEXICAN GRILL INC","169656105","B0X7DZ3",0.0015716622221887931,"-",16695998,"USD"
+"TT","TRANE TECHNOLOGIES PLC","G8994E103","BK9ZQ96",0.0015632805037688827,"-",2757167,"USD"
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+"AZO","AUTOZONE INC","053332102","2065955",0.0011430043387495306,"-",207181,"USD"
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+"VST","VISTRA CORP","92840M102","BZ8VJQ8",0.0011192494685260373,"-",4168857,"USD"
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