diff --git a/tidyquant/sp500/csv/20240906.csv b/tidyquant/sp500/csv/20240906.csv
new file mode 100644
index 00000000..bbeacec4
--- /dev/null
+++ b/tidyquant/sp500/csv/20240906.csv
@@ -0,0 +1,505 @@
+"symbol","company","identifier","sedol","weight","sector","shares_held","local_currency"
+"AAPL","APPLE INC","037833100","2046251",0.06923459827624373,"-",170655900,"USD"
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+"LLY","ELI LILLY + CO","532457108","2516152",0.01572996301329613,"-",9446476,"USD"
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+"MA","MASTERCARD INC   A","57636Q104","B121557",0.008469236385769767,"-",9725055,"USD"
+"HD","HOME DEPOT INC","437076102","2434209",0.007749515029787989,"-",11739230,"USD"
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+"LIN","LINDE PLC","G54950103","BNZHB81",0.004835840538203291,"-",5694127,"USD"
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+"CSCO","CISCO SYSTEMS INC","17275R102","2198163",0.0042989919797587674,"-",47963838,"USD"
+"WFC","WELLS FARGO + CO","949746101","2649100",0.004283849327467072,"-",41297241,"USD"
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+"PM","PHILIP MORRIS INTERNATIONAL","718172109","B2PKRQ3",0.004200199434635616,"-",18391977,"USD"
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+"QCOM","QUALCOMM INC","747525103","2714923",0.003954954522701898,"-",13242999,"USD"
+"GE","GENERAL ELECTRIC CO","369604301","BL59CR9",0.0038757083093207702,"-",12965760,"USD"
+"INTU","INTUIT INC","461202103","2459020",0.0037636246589475373,"-",3319506,"USD"
+"DHR","DANAHER CORP","235851102","2250870",0.0037634845418741177,"-",7793156,"USD"
+"VZ","VERIZON COMMUNICATIONS INC","92343V104","2090571",0.0037536763467347508,"-",49807625,"USD"
+"AMGN","AMGEN INC","031162100","2023607",0.0037525353934226204,"-",6341490,"USD"
+"NOW","SERVICENOW INC","81762P102","B80NXX8",0.0037038947522212715,"-",2430291,"USD"
+"ISRG","INTUITIVE SURGICAL INC","46120E602","2871301",0.003653682798125146,"-",4201353,"USD"
+"SPGI","S+P GLOBAL INC","78409V104","BYV2325",0.003576318156872794,"-",3791743,"USD"
+"NEE","NEXTERA ENERGY INC","65339F101","2328915",0.003562286432806067,"-",24307772,"USD"
+"CAT","CATERPILLAR INC","149123101","2180201",0.00352516541671228,"-",5792946,"USD"
+"DIS","WALT DISNEY CO/THE","254687106","2270726",0.0034924080466192725,"-",21594349,"USD"
+"PFE","PFIZER INC","717081103","2684703",0.0034796173594885474,"-",66900351,"USD"
+"RTX","RTX CORP","75513E101","BM5M5Y3",0.003433298658361007,"-",15730008,"USD"
+"GS","GOLDMAN SACHS GROUP INC","38141G104","2407966",0.0033996205189283854,"-",3819544,"USD"
+"CMCSA","COMCAST CORP CLASS A","20030N101","2044545",0.003366482831064668,"-",46364737,"USD"
+"UNP","UNION PACIFIC CORP","907818108","2914734",0.0033139389285323463,"-",7221842,"USD"
+"AMAT","APPLIED MATERIALS INC","038222105","2046552",0.003243179806455486,"-",9863118,"USD"
+"UBER","UBER TECHNOLOGIES INC","90353T100","BK6N347",0.003217228122785713,"-",24750865,"USD"
+"T","AT+T INC","00206R102","2831811",0.003191356506015036,"-",84712942,"USD"
+"PGR","PROGRESSIVE CORP","743315103","2705024",0.003155006133825056,"-",6930322,"USD"
+"AXP","AMERICAN EXPRESS CO","025816109","2026082",0.0030925439441671096,"-",6731087,"USD"
+"LOW","LOWE S COS INC","548661107","2536763",0.0030182818952547616,"-",6777487,"USD"
+"TJX","TJX COMPANIES INC","872540109","2989301",0.0028881431591351843,"-",13415092,"USD"
+"HON","HONEYWELL INTERNATIONAL INC","438516106","2020459",0.002856286541657016,"-",7713335,"USD"
+"BKNG","BOOKING HOLDINGS INC","09857L108","BDRXDB4",0.002778191289950405,"-",403603,"USD"
+"ELV","ELEVANCE HEALTH INC","036752103","BSPHGL4",0.0027343746794196424,"-",2753176,"USD"
+"COP","CONOCOPHILLIPS","20825C104","2685717",0.002715769133742007,"-",13854174,"USD"
+"MS","MORGAN STANLEY","617446448","2262314",0.0026973337302249527,"-",14850567,"USD"
+"BLK","BLACKROCK INC","09247X101","2494504",0.002649493758014572,"-",1656670,"USD"
+"REGN","REGENERON PHARMACEUTICALS","75886F107","2730190",0.002628916564946676,"-",1252455,"USD"
+"LMT","LOCKHEED MARTIN CORP","539830109","2522096",0.002624092534276089,"-",2529724,"USD"
+"SYK","STRYKER CORP","863667101","2853688",0.0026166463126600804,"-",4006417,"USD"
+"VRTX","VERTEX PHARMACEUTICALS INC","92532F100","2931034",0.0026096204422643293,"-",3052790,"USD"
+"BSX","BOSTON SCIENTIFIC CORP","101137107","2113434",0.002576092428267515,"-",17353687,"USD"
+"MDT","MEDTRONIC PLC","G5960L103","BTN1Y11",0.0025703576366197015,"-",15761553,"USD"
+"PLD","PROLOGIS INC","74340W103","B44WZD7",0.0025444760114866375,"-",10946831,"USD"
+"CB","CHUBB LTD","H1467J104","B3BQMF6",0.002518734503426994,"-",4805017,"USD"
+"C","CITIGROUP INC","172967424","2297907",0.0024955551361384495,"-",22561790,"USD"
+"ETN","EATON CORP PLC","G29183103","B8KQN82",0.0024665408935782207,"-",4731970,"USD"
+"MMC","MARSH + MCLENNAN COS","571748102","2567741",0.002433052913030954,"-",5837611,"USD"
+"PANW","PALO ALTO NETWORKS INC","697435105","B87ZMX0",0.0024002254844012368,"-",3827512,"USD"
+"ADP","AUTOMATIC DATA PROCESSING","053015103","2065308",0.0023896466453580626,"-",4848313,"USD"
+"AMT","AMERICAN TOWER CORP","03027X100","B7FBFL2",0.002354126967246213,"-",5523022,"USD"
+"ADI","ANALOG DEVICES INC","032654105","2032067",0.002348051891277238,"-",5875422,"USD"
+"SBUX","STARBUCKS CORP","855244109","2842255",0.002241923216524335,"-",13421717,"USD"
+"TMUS","T MOBILE US INC","872590104","B94Q9V0",0.002197095761392474,"-",6107741,"USD"
+"BMY","BRISTOL MYERS SQUIBB CO","110122108","2126335",0.002189759631762723,"-",24102424,"USD"
+"MDLZ","MONDELEZ INTERNATIONAL INC A","609207105","B8CKK03",0.0021857662951702667,"-",15959915,"USD"
+"FI","FISERV INC","337738108","2342034",0.002181202481921745,"-",6930686,"USD"
+"CI","THE CIGNA GROUP","125523100","BHJ0775",0.0021799114031738082,"-",3364780,"USD"
+"DE","DEERE + CO","244199105","2261203",0.0021467036567733803,"-",3066797,"USD"
+"BX","BLACKSTONE INC","09260D107","BKF2SL7",0.002135374190551173,"-",8465269,"USD"
+"MU","MICRON TECHNOLOGY INC","595112103","2588184",0.0021343032957757526,"-",13087601,"USD"
+"LRCX","LAM RESEARCH CORP","512807108","2502247",0.0021249955187557412,"-",1540908,"USD"
+"GILD","GILEAD SCIENCES INC","375558103","2369174",0.0021213224497596724,"-",14761807,"USD"
+"KLAC","KLA CORP","482480100","2480138",0.002118440041392185,"-",1594932,"USD"
+"NKE","NIKE INC  CL B","654106103","2640147",0.0021161080929559886,"-",14350227,"USD"
+"SO","SOUTHERN CO/THE","842587107","2829601",0.002110473384932046,"-",12924153,"USD"
+"SCHW","SCHWAB (CHARLES) CORP","808513105","2779397",0.0020491121151366815,"-",17635547,"USD"
+"MO","ALTRIA GROUP INC","02209S103","2692632",0.002014423131102962,"-",20346272,"USD"
+"ICE","INTERCONTINENTAL EXCHANGE IN","45866F104","BFSSDS9",0.0020115607394602486,"-",6781208,"USD"
+"BA","BOEING CO/THE","097023105","2108601",0.0020114206223868294,"-",6799530,"USD"
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+"DUK","DUKE ENERGY CORP","26441C204","B7VD3F2",0.0019465564257559764,"-",9131311,"USD"
+"CL","COLGATE PALMOLIVE CO","194162103","2209106",0.0019311435476798288,"-",9753446,"USD"
+"ZTS","ZOETIS INC","98978V103","B95WG16",0.0018235236269312464,"-",5356945,"USD"
+"SHW","SHERWIN WILLIAMS CO/THE","824348106","2804211",0.0018149364520031069,"-",2762836,"USD"
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+"INTC","INTEL CORP","458140100","2463247",0.0017743225174362187,"-",50133076,"USD"
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+"EQIX","EQUINIX INC","29444U700","BVLZX12",0.001685007891493659,"-",1123987,"USD"
+"TT","TRANE TECHNOLOGIES PLC","G8994E103","BK9ZQ96",0.001680634237130492,"-",2693099,"USD"
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+"PH","PARKER HANNIFIN CORP","701094104","2671501",0.0015973046118954231,"-",1522173,"USD"
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+"O","REALTY INCOME CORP","756109104","2724193",0.0011728899965076822,"-",10314676,"USD"
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