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data/meta.json

@@ -1,20 +1,20 @@
 {
  "fund": "Slipstream",
- "as_of": "2026-06-01",
+ "as_of": "2026-08-03",
  "universe": [
   "A",
   "AA",
   "AAL",
-  "AAOI",
-  "AAON",
   "AAPL",
   "ABBV",
   "ABEV",
   "ABNB",
   "ABT",
   "ACGL",
+  "ACM",
   "ACN",
   "ADBE",
+  "ADC",
   "ADI",
   "ADM",
   "ADP",
@@ -29,10 +29,8 @@
   "AFG",
   "AFL",
   "AFRM",
-  "AG",
   "AGI",
   "AGNC",
-  "AGX",
   "AHR",
   "AIG",
   "AIT",
@@ -54,6 +52,7 @@
   "AMCR",
   "AMD",
   "AME",
+  "AMG",
   "AMGN",
   "AMH",
   "AMKR",
@@ -67,13 +66,14 @@
   "APA",
   "APD",
   "APG",
+  "APGE",
   "APH",
-  "APLD",
   "APO",
   "APP",
   "APTV",
   "AR",
   "ARCC",
+  "ARE",
   "ARES",
   "ARGX",
   "ARM",
@@ -85,13 +85,14 @@
   "ASML",
   "ASND",
   "ASTS",
+  "ASX",
   "ATI",
   "ATO",
   "AU",
   "AUR",
-  "AVAV",
   "AVB",
   "AVGO",
+  "AVTR",
   "AVY",
   "AWK",
   "AXIA",
@@ -105,7 +106,6 @@
   "BA",
   "BABA",
   "BAC",
-  "BAH",
   "BALL",
   "BAM",
   "BAP",
@@ -129,7 +129,6 @@
   "BJ",
   "BKNG",
   "BKR",
-  "BLD",
   "BLK",
   "BMNR",
   "BMO",
@@ -144,6 +143,7 @@
   "BPOP",
   "BR",
   "BRK.B",
+  "BRKR",
   "BRO",
   "BROS",
   "BRX",
@@ -155,7 +155,6 @@
   "BTSG",
   "BUD",
   "BURL",
-  "BVN",
   "BWA",
   "BWXT",
   "BX",
@@ -167,7 +166,6 @@
   "CART",
   "CASY",
   "CAT",
-  "CAVA",
   "CB",
   "CBOE",
   "CBRE",
@@ -182,6 +180,7 @@
   "CEG",
   "CF",
   "CFG",
+  "CFR",
   "CG",
   "CGNX",
   "CHD",
@@ -208,16 +207,17 @@
   "CNC",
   "CNH",
   "CNI",
-  "CNM",
   "CNP",
   "CNQ",
   "COF",
   "COHR",
   "COIN",
   "COKE",
+  "COLB",
   "COO",
   "COP",
   "COR",
+  "CORT",
   "COST",
   "CP",
   "CPAY",
@@ -230,7 +230,9 @@
   "CRCL",
   "CRDO",
   "CRH",
+  "CRL",
   "CRM",
+  "CRNX",
   "CRS",
   "CRWD",
   "CRWV",
@@ -239,7 +241,6 @@
   "CSL",
   "CSX",
   "CTAS",
-  "CTRA",
   "CTRE",
   "CTSH",
   "CTVA",
@@ -292,11 +293,13 @@
   "DY",
   "E",
   "EA",
+  "EAT",
   "EBAY",
   "EC",
   "ECHO",
   "ECL",
   "ED",
+  "EDU",
   "EFX",
   "EG",
   "EGP",
@@ -311,7 +314,6 @@
   "EME",
   "EMR",
   "ENB",
-  "ENPH",
   "ENSG",
   "ENTG",
   "EOG",
@@ -321,7 +323,6 @@
   "EQNR",
   "EQR",
   "EQT",
-  "EQX",
   "ERIC",
   "ERIE",
   "ES",
@@ -347,6 +348,7 @@
   "FCFS",
   "FCNCA",
   "FCX",
+  "FDS",
   "FDX",
   "FE",
   "FER",
@@ -368,8 +370,10 @@
   "FN",
   "FNF",
   "FNV",
-  "FORM",
   "FOXA",
+  "FPS",
+  "FRHC",
+  "FROG",
   "FRT",
   "FSLR",
   "FTAI",
@@ -395,10 +399,10 @@
   "GIL",
   "GILD",
   "GIS",
+  "GKOS",
   "GL",
   "GLPI",
   "GLW",
-  "GLXY",
   "GM",
   "GMAB",
   "GME",
@@ -417,6 +421,7 @@
   "GWW",
   "H",
   "HAL",
+  "HALO",
   "HAS",
   "HBAN",
   "HBM",
@@ -427,7 +432,6 @@
   "HIG",
   "HII",
   "HL",
-  "HLI",
   "HLN",
   "HLT",
   "HMC",
@@ -437,14 +441,15 @@
   "HPQ",
   "HRL",
   "HSBC",
+  "HSIC",
   "HST",
   "HSY",
   "HTHT",
   "HUBB",
   "HUBS",
   "HUM",
+  "HUT",
   "HWM",
-  "IAG",
   "IBKR",
   "IBM",
   "IBN",
@@ -460,21 +465,21 @@
   "INCY",
   "INFY",
   "ING",
+  "INIO",
   "INSM",
   "INTC",
   "INTU",
   "INVH",
   "IONQ",
-  "IONS",
   "IOT",
   "IP",
   "IQV",
   "IR",
+  "IREN",
   "IRM",
   "ISRG",
   "IT",
   "ITT",
-  "ITUB",
   "ITW",
   "IVZ",
   "IX",
@@ -490,7 +495,6 @@
   "JKHY",
   "JLL",
   "JNJ",
-  "JOBY",
   "JPM",
   "KB",
   "KDP",
@@ -509,15 +513,15 @@
   "KR",
   "KRYS",
   "KSPI",
-  "KTOS",
   "KVUE",
   "L",
   "LAMR",
+  "LB",
   "LDOS",
   "LECO",
   "LEN",
+  "LEVI",
   "LFUS",
-  "LGN",
   "LH",
   "LHX",
   "LI",
@@ -534,9 +538,8 @@
   "LPLA",
   "LRCX",
   "LSCC",
+  "LTH",
   "LULU",
-  "LUMN",
-  "LUNR",
   "LUV",
   "LVS",
   "LYB",
@@ -544,9 +547,9 @@
   "LYV",
   "MA",
   "MAA",
+  "MANH",
   "MAR",
   "MAS",
-  "MASI",
   "MCD",
   "MCHP",
   "MCK",
@@ -575,7 +578,6 @@
   "MOD",
   "MOG.A",
   "MOH",
-  "MP",
   "MPC",
   "MPLX",
   "MPWR",
@@ -591,6 +593,7 @@
   "MSTR",
   "MT",
   "MTB",
+  "MTCH",
   "MTD",
   "MTSI",
   "MTZ",
@@ -610,6 +613,7 @@
   "NKE",
   "NLY",
   "NMR",
+  "NNN",
   "NOC",
   "NOK",
   "NOW",
@@ -623,12 +627,12 @@
   "NTRS",
   "NU",
   "NUE",
+  "NUVL",
   "NVDA",
   "NVO",
   "NVR",
   "NVS",
   "NVT",
-  "NWG",
   "NWSA",
   "NXPI",
   "NXT",
@@ -639,7 +643,6 @@
   "OGE",
   "OHI",
   "OKE",
-  "OKLO",
   "OKTA",
   "OMC",
   "ON",
@@ -650,6 +653,7 @@
   "ORCL",
   "ORI",
   "ORLY",
+  "OSCR",
   "OTIS",
   "OVV",
   "OWL",
@@ -659,6 +663,7 @@
   "PAAS",
   "PAG",
   "PANW",
+  "PAYP",
   "PAYX",
   "PBA",
   "PBR",
@@ -679,7 +684,6 @@
   "PINS",
   "PKG",
   "PKX",
-  "PL",
   "PLD",
   "PLTR",
   "PM",
@@ -688,12 +692,10 @@
   "PNR",
   "PNW",
   "PODD",
-  "POWL",
   "PPG",
   "PPL",
   "PR",
-  "PRAX",
-  "PRMB",
+  "PRI",
   "PRU",
   "PS",
   "PSA",
@@ -704,9 +706,8 @@
   "PWR",
   "PYPL",
   "Q",
-  "QBTS",
   "QCOM",
-  "QRVO",
+  "QNT",
   "QSR",
   "QXO",
   "R",
@@ -726,7 +727,6 @@
   "RGA",
   "RGLD",
   "RIO",
-  "RIOT",
   "RIVN",
   "RJF",
   "RKLB",
@@ -753,6 +753,7 @@
   "RVTY",
   "RY",
   "RYAAY",
+  "RYAN",
   "SAIA",
   "SAIL",
   "SANM",
@@ -782,7 +783,6 @@
   "SMTC",
   "SN",
   "SNA",
-  "SNAP",
   "SNDK",
   "SNEX",
   "SNOW",
@@ -828,9 +828,9 @@
   "TDG",
   "TDY",
   "TEAM",
+  "TECH",
   "TECK",
   "TEL",
-  "TEM",
   "TER",
   "TEVA",
   "TFC",
@@ -841,6 +841,7 @@
   "TIMB",
   "TJX",
   "TKO",
+  "TKR",
   "TLK",
   "TLN",
   "TM",
@@ -860,11 +861,11 @@
   "TRU",
   "TRV",
   "TSCO",
+  "TSEM",
   "TSLA",
   "TSM",
   "TSN",
   "TT",
-  "TTD",
   "TTE",
   "TTMI",
   "TTWO",
@@ -881,6 +882,7 @@
   "UBS",
   "UDR",
   "UHAL",
+  "UHS",
   "UI",
   "UL",
   "ULS",
@@ -898,17 +900,17 @@
   "VALE",
   "VEEV",
   "VG",
-  "VIAV",
   "VICI",
   "VICR",
   "VIK",
-  "VIV",
+  "VIRT",
   "VLO",
   "VLTO",
   "VMC",
   "VMI",
   "VNOM",
   "VOD",
+  "VOYA",
   "VRSK",
   "VRSN",
   "VRT",
@@ -931,7 +933,6 @@
   "WELL",
   "WES",
   "WFC",
-  "WIT",
   "WLK",
   "WM",
   "WMB",
@@ -948,12 +949,12 @@
   "WTRG",
   "WTS",
   "WTW",
-  "WULF",
   "WWD",
   "WY",
   "WYNN",
   "XEL",
   "XOM",
+  "XP",
   "XPEV",
   "XPO",
   "XYL",
@@ -971,977 +972,978 @@
   "ZTS"
  ],
  "sectors": {
-  "R": "Industrials",
-  "AYI": "Industrials",
-  "DOV": "Industrials",
-  "BTSG": "Healthcare",
-  "EMA": "Utilities",
-  "HLI": "Financial Services",
-  "INSM": "Healthcare",
-  "VEEV": "Healthcare",
-  "WYNN": "Consumer Cyclical",
-  "ORI": "Financial Services",
-  "SMMT": "Healthcare",
-  "HMC": "Consumer Cyclical",
-  "ENPH": "Technology",
-  "HD": "Consumer Cyclical",
-  "BIDU": "Communication Services",
-  "PBR": "Energy",
-  "FIG": "Technology",
-  "APTV": "Consumer Cyclical",
-  "CG": "Financial Services",
-  "NUE": "Basic Materials",
-  "SHOP": "Technology",
-  "BAX": "Healthcare",
-  "FLS": "Industrials",
-  "P": "Technology",
-  "RYAAY": "Industrials",
-  "CCL": "Industrials",
-  "GGB": "Basic Materials",
-  "CSX": "Industrials",
-  "DASH": "Communication Services",
-  "MRSH": "Financial Services",
-  "BBY": "Consumer Cyclical",
-  "ARXS": "Industrials",
-  "TME": "Communication Services",
-  "KLAC": "Technology",
-  "TPR": "Consumer Cyclical",
-  "MAS": "Basic Materials",
-  "MEDP": "Healthcare",
-  "PNR": "Industrials",
-  "XEL": "Utilities",
-  "OKLO": "Utilities",
-  "MDT": "Healthcare",
-  "HAL": "Energy",
-  "CHWY": "Consumer Cyclical",
-  "HSY": "Consumer Defensive",
-  "PRMB": "Consumer Defensive",
-  "DELL": "Technology",
-  "F": "Consumer Cyclical",
-  "ES": "Utilities",
-  "PDD": "Consumer Cyclical",
-  "RDDT": "Communication Services",
-  "APH": "Technology",
-  "WMB": "Energy",
-  "ALC": "Healthcare",
-  "CPNG": "Consumer Cyclical",
-  "TRMB": "Technology",
-  "RY": "Financial Services",
-  "WCN": "Industrials",
-  "TM": "Consumer Cyclical",
-  "PAG": "Consumer Cyclical",
-  "AIT": "Industrials",
-  "FISV": "Technology",
-  "CAVA": "Consumer Cyclical",
+  "NUVL": "Healthcare",
+  "EMBJ": "Industrials",
+  "SYF": "Financial Services",
+  "OHI": "Real Estate",
+  "ANET": "Technology",
+  "DVN": "Energy",
+  "PCG": "Utilities",
+  "GFS": "Technology",
+  "PEP": "Consumer Defensive",
+  "ASTS": "Technology",
+  "STZ": "Consumer Defensive",
+  "XPO": "Industrials",
+  "COKE": "Consumer Defensive",
   "C": "Financial Services",
-  "BSBR": "Financial Services",
-  "ATI": "Industrials",
-  "BVN": "Basic Materials",
-  "FMX": "Consumer Defensive",
-  "JAZZ": "Healthcare",
-  "MTB": "Financial Services",
-  "DOCU": "Technology",
-  "DECK": "Consumer Cyclical",
-  "GLXY": "Financial Services",
-  "MOH": "Healthcare",
+  "MDLN": "Healthcare",
+  "UDR": "Real Estate",
+  "TJX": "Consumer Cyclical",
+  "RCL": "Industrials",
+  "EQR": "Real Estate",
+  "NSC": "Industrials",
+  "HBM": "Basic Materials",
+  "CCEP": "Consumer Defensive",
+  "ALV": "Consumer Cyclical",
+  "BP": "Energy",
+  "EQNR": "Energy",
+  "FSLR": "Technology",
+  "DLTR": "Consumer Defensive",
+  "EMR": "Industrials",
+  "LB": "Energy",
+  "SGI": "Consumer Cyclical",
   "SNPS": "Technology",
-  "TXN": "Technology",
-  "CTSH": "Technology",
-  "U": "Technology",
-  "YMM": "Technology",
-  "OTIS": "Industrials",
-  "VTR": "Real Estate",
-  "AGX": "Industrials",
-  "QSR": "Consumer Cyclical",
-  "TROW": "Financial Services",
-  "TSN": "Consumer Defensive",
-  "MGA": "Consumer Cyclical",
-  "SRE": "Utilities",
-  "AEIS": "Industrials",
-  "LIN": "Basic Materials",
-  "RNR": "Financial Services",
-  "TRGP": "Energy",
-  "CCJ": "Basic Materials",
-  "PBA": "Energy",
-  "WSO": "Industrials",
+  "WEC": "Utilities",
+  "SAIA": "Industrials",
+  "ACM": "Industrials",
+  "HL": "Basic Materials",
+  "MDGL": "Healthcare",
+  "NMR": "Financial Services",
+  "SYM": "Industrials",
+  "WSM": "Consumer Cyclical",
+  "IONQ": "Technology",
+  "SNA": "Industrials",
+  "NXT": "Technology",
+  "BURL": "Consumer Cyclical",
+  "AMZN": "Consumer Cyclical",
+  "FCX": "Basic Materials",
+  "RL": "Consumer Cyclical",
+  "VALE": "Basic Materials",
+  "CNA": "Financial Services",
+  "BA": "Industrials",
+  "CSGP": "Real Estate",
+  "DG": "Consumer Defensive",
+  "VEEV": "Healthcare",
+  "ADM": "Consumer Defensive",
+  "XEL": "Utilities",
+  "ENTG": "Technology",
+  "AMG": "Financial Services",
+  "CMS": "Utilities",
+  "WPC": "Real Estate",
+  "CF": "Basic Materials",
+  "MS": "Financial Services",
+  "VLTO": "Industrials",
+  "ERIC": "Technology",
+  "SW": "Consumer Cyclical",
+  "IFF": "Basic Materials",
+  "UNH": "Healthcare",
+  "CDE": "Basic Materials",
+  "R": "Industrials",
+  "PTC": "Technology",
+  "SCCO": "Basic Materials",
+  "AFG": "Financial Services",
+  "HTHT": "Consumer Cyclical",
+  "BNY": "Financial Services",
+  "FFIV": "Technology",
+  "GRMN": "Technology",
+  "VSAT": "Technology",
   "FIX": "Industrials",
-  "PEG": "Utilities",
-  "XPEV": "Consumer Cyclical",
+  "HDB": "Financial Services",
+  "MOD": "Consumer Cyclical",
+  "ONON": "Consumer Cyclical",
+  "VST": "Utilities",
+  "SRE": "Utilities",
+  "FERG": "Industrials",
+  "USB": "Financial Services",
   "LYV": "Communication Services",
-  "DUK": "Utilities",
-  "DKNG": "Consumer Cyclical",
-  "SLB": "Energy",
-  "DIS": "Communication Services",
-  "FLEX": "Technology",
-  "PTC": "Technology",
-  "DT": "Technology",
-  "DOC": "Real Estate",
-  "CRWV": "Technology",
+  "PLD": "Real Estate",
+  "STRL": "Industrials",
+  "BAC": "Financial Services",
+  "SO": "Utilities",
+  "EAT": "Consumer Cyclical",
+  "PKX": "Basic Materials",
+  "FIS": "Technology",
+  "SARO": "Industrials",
+  "TMUS": "Communication Services",
+  "WLK": "Basic Materials",
+  "MO": "Consumer Defensive",
   "CVE": "Energy",
-  "NBIS": "Communication Services",
-  "OVV": "Energy",
-  "SSB": "Financial Services",
-  "WST": "Healthcare",
-  "AAPL": "Technology",
-  "IQV": "Healthcare",
-  "PFG": "Financial Services",
-  "YUM": "Consumer Cyclical",
-  "DVN": "Energy",
-  "ESLT": "Industrials",
+  "U": "Technology",
+  "KEY": "Financial Services",
+  "CMI": "Industrials",
+  "EXPE": "Industrials",
+  "DASH": "Communication Services",
+  "GOOGL": "Communication Services",
+  "DVA": "Healthcare",
+  "TLN": "Utilities",
+  "FN": "Technology",
   "AEP": "Utilities",
-  "BTI": "Consumer Defensive",
-  "CI": "Healthcare",
-  "SNAP": "Communication Services",
-  "FCFS": "Financial Services",
-  "SARO": "Industrials",
-  "DOCN": "Technology",
-  "GM": "Consumer Cyclical",
-  "CSGP": "Real Estate",
-  "IVZ": "Financial Services",
-  "HBM": "Basic Materials",
-  "PPL": "Utilities",
-  "SNDK": "Technology",
-  "HII": "Industrials",
-  "VTRS": "Healthcare",
-  "CRH": "Basic Materials",
-  "NTAP": "Technology",
-  "CP": "Industrials",
+  "LII": "Basic Materials",
+  "NIO": "Consumer Cyclical",
+  "PWR": "Industrials",
+  "CCL": "Industrials",
+  "BMY": "Healthcare",
+  "WCC": "Industrials",
+  "ICE": "Financial Services",
+  "IREN": "Financial Services",
+  "WBS": "Financial Services",
+  "OMC": "Communication Services",
+  "BSAC": "Financial Services",
+  "FITB": "Financial Services",
+  "KGC": "Basic Materials",
+  "COST": "Consumer Defensive",
+  "DCI": "Industrials",
+  "JLL": "Real Estate",
+  "RVTY": "Healthcare",
+  "EXE": "Energy",
+  "PAYX": "Industrials",
+  "CRNX": "Healthcare",
+  "FDX": "Industrials",
+  "TPR": "Consumer Cyclical",
+  "CCI": "Real Estate",
+  "PHG": "Healthcare",
   "CYTK": "Healthcare",
-  "GMED": "Healthcare",
-  "ON": "Technology",
-  "RKLB": "Industrials",
-  "AMT": "Real Estate",
-  "DLTR": "Consumer Defensive",
-  "SE": "Consumer Cyclical",
-  "SWKS": "Technology",
-  "BP": "Energy",
-  "UBER": "Technology",
-  "GEN": "Technology",
-  "SUN": "Energy",
-  "SMCI": "Technology",
+  "AEIS": "Industrials",
   "JBL": "Technology",
-  "BDX": "Healthcare",
-  "MA": "Financial Services",
-  "VIAV": "Technology",
-  "VRSN": "Technology",
-  "AIG": "Financial Services",
-  "OHI": "Real Estate",
-  "COST": "Consumer Defensive",
-  "ALB": "Basic Materials",
-  "EIX": "Utilities",
-  "REG": "Real Estate",
-  "MCD": "Consumer Cyclical",
-  "VLO": "Energy",
-  "AER": "Industrials",
-  "FERG": "Industrials",
-  "IBM": "Technology",
-  "META": "Communication Services",
-  "BBIO": "Healthcare",
-  "BMNR": "Financial Services",
-  "AES": "Utilities",
-  "HWM": "Industrials",
-  "COHR": "Technology",
-  "RMD": "Healthcare",
-  "KOF": "Consumer Defensive",
-  "CLS": "Technology",
-  "GGG": "Industrials",
-  "NU": "Financial Services",
-  "ABNB": "Industrials",
-  "CRCL": "Financial Services",
-  "CRM": "Technology",
-  "NIO": "Consumer Cyclical",
-  "NDSN": "Industrials",
-  "CX": "Basic Materials",
-  "ECHO": "Technology",
-  "PAA": "Energy",
-  "SNY": "Healthcare",
-  "KEY": "Financial Services",
-  "MMM": "Industrials",
-  "JBHT": "Industrials",
-  "GFL": "Industrials",
-  "MDGL": "Healthcare",
-  "LMT": "Industrials",
-  "BJ": "Consumer Defensive",
+  "TEAM": "Technology",
+  "LRCX": "Technology",
+  "LFUS": "Technology",
+  "DTM": "Energy",
+  "WMB": "Energy",
   "IMO": "Energy",
-  "SEIC": "Financial Services",
-  "ILMN": "Healthcare",
-  "ZBRA": "Technology",
-  "NFLX": "Communication Services",
+  "TCOM": "Industrials",
+  "ISRG": "Healthcare",
+  "ORCL": "Technology",
+  "LUV": "Industrials",
+  "NBIX": "Healthcare",
+  "BE": "Industrials",
+  "RYAN": "Financial Services",
+  "TTE": "Energy",
+  "HII": "Industrials",
   "XYZ": "Technology",
-  "INCY": "Healthcare",
-  "KO": "Consumer Defensive",
-  "SYF": "Financial Services",
-  "H": "Consumer Cyclical",
+  "J": "Industrials",
+  "CRWV": "Technology",
+  "NTRS": "Financial Services",
+  "MELI": "Consumer Cyclical",
+  "INVH": "Real Estate",
+  "NKE": "Consumer Cyclical",
+  "TSM": "Technology",
+  "ASML": "Technology",
+  "SWKS": "Technology",
+  "HIG": "Financial Services",
+  "AEM": "Basic Materials",
+  "PHM": "Consumer Cyclical",
+  "TOST": "Technology",
+  "AME": "Industrials",
+  "MU": "Technology",
+  "REG": "Real Estate",
+  "LNT": "Utilities",
+  "CLH": "Industrials",
+  "CLX": "Consumer Defensive",
+  "D": "Utilities",
+  "LNG": "Energy",
   "RKT": "Financial Services",
-  "WRB": "Financial Services",
-  "CDE": "Basic Materials",
-  "GRAB": "Technology",
-  "TEL": "Technology",
-  "VZ": "Communication Services",
-  "RGA": "Financial Services",
-  "MCO": "Financial Services",
-  "EXEL": "Healthcare",
-  "MDB": "Technology",
-  "TXRH": "Consumer Cyclical",
-  "MAR": "Consumer Cyclical",
-  "LHX": "Industrials",
-  "GRMN": "Technology",
-  "RBC": "Industrials",
+  "SAIL": "Technology",
+  "TSN": "Consumer Defensive",
+  "DY": "Industrials",
+  "BKR": "Energy",
+  "ARES": "Financial Services",
+  "ZTS": "Healthcare",
+  "AMGN": "Healthcare",
+  "FISV": "Technology",
+  "FWONA": "Communication Services",
+  "GKOS": "Healthcare",
+  "WMT": "Consumer Defensive",
+  "DHI": "Consumer Cyclical",
+  "CHKP": "Technology",
   "GE": "Industrials",
-  "CRDO": "Technology",
-  "ARWR": "Healthcare",
-  "BABA": "Consumer Cyclical",
-  "ZBH": "Healthcare",
-  "SFD": "Consumer Defensive",
-  "D": "Utilities",
-  "TOST": "Technology",
-  "PODD": "Healthcare",
-  "WWD": "Industrials",
-  "LUNR": "Industrials",
-  "PPG": "Basic Materials",
-  "TMO": "Healthcare",
-  "EOG": "Energy",
-  "ADM": "Consumer Defensive",
-  "BN": "Financial Services",
-  "TDY": "Technology",
-  "DRI": "Consumer Cyclical",
-  "GEHC": "Healthcare",
-  "LDOS": "Technology",
-  "ERIC": "Technology",
-  "DLR": "Real Estate",
-  "WAT": "Healthcare",
-  "WULF": "Financial Services",
-  "DDS": "Consumer Cyclical",
-  "ALL": "Financial Services",
-  "RS": "Basic Materials",
-  "SF": "Financial Services",
-  "STX": "Technology",
-  "TRV": "Financial Services",
-  "GFI": "Basic Materials",
-  "TAK": "Healthcare",
-  "HL": "Basic Materials",
-  "TRI": "Industrials",
-  "EVR": "Financial Services",
-  "ADSK": "Technology",
+  "AWK": "Utilities",
+  "SPY": "?",
+  "RELX": "Industrials",
+  "CHTR": "Communication Services",
+  "NET": "Technology",
+  "FTV": "Technology",
+  "NFLX": "Communication Services",
+  "RBLX": "Communication Services",
+  "SN": "Consumer Cyclical",
+  "MSTR": "Technology",
+  "MTZ": "Industrials",
+  "PCAR": "Industrials",
+  "AVB": "Real Estate",
+  "TEVA": "Healthcare",
+  "NTNX": "Technology",
   "FMS": "Healthcare",
-  "LULU": "Consumer Cyclical",
-  "VRT": "Industrials",
-  "TU": "Communication Services",
-  "OWL": "Financial Services",
-  "HUBS": "Technology",
-  "FICO": "Technology",
-  "RMBS": "Technology",
-  "IDXX": "Healthcare",
-  "EQT": "Energy",
-  "ROIV": "Healthcare",
+  "DOCU": "Technology",
+  "BNS": "Financial Services",
+  "DIS": "Communication Services",
+  "FNF": "Financial Services",
   "SANM": "Technology",
-  "ROST": "Consumer Cyclical",
-  "RCL": "Industrials",
-  "EQX": "Basic Materials",
-  "AAL": "Industrials",
-  "CINF": "Financial Services",
-  "CPAY": "Technology",
-  "ORLY": "Consumer Cyclical",
-  "DCI": "Industrials",
-  "MGM": "Consumer Cyclical",
-  "TT": "Basic Materials",
-  "ABBV": "Healthcare",
-  "EXPE": "Industrials",
-  "WMG": "Communication Services",
-  "IONQ": "Technology",
+  "GMED": "Healthcare",
+  "NU": "Financial Services",
+  "NVDA": "Technology",
   "SBS": "Utilities",
-  "O": "Real Estate",
-  "ALV": "Consumer Cyclical",
-  "HLN": "Healthcare",
-  "TPG": "Financial Services",
-  "GIB": "Technology",
-  "BNT": "Financial Services",
-  "TIGO": "Communication Services",
-  "BA": "Industrials",
-  "BR": "Technology",
-  "JOBY": "Industrials",
-  "TGT": "Consumer Defensive",
-  "AXSM": "Healthcare",
-  "SYY": "Consumer Defensive",
-  "DKS": "Consumer Cyclical",
-  "MSGS": "Communication Services",
-  "MOG.A": "Industrials",
-  "GFS": "Technology",
-  "NXT": "Technology",
-  "BUD": "Consumer Defensive",
-  "GWRE": "Technology",
-  "LH": "Healthcare",
-  "DD": "Basic Materials",
-  "BNY": "Financial Services",
-  "LYB": "Basic Materials",
-  "HON": "Industrials",
-  "GOOGL": "Communication Services",
-  "RGLD": "Basic Materials",
-  "ERIE": "Financial Services",
-  "IRM": "Real Estate",
-  "UDR": "Real Estate",
-  "CCI": "Real Estate",
-  "KTOS": "Industrials",
-  "CTVA": "Basic Materials",
-  "BNS": "Financial Services",
-  "PUK": "Financial Services",
-  "ZION": "Financial Services",
-  "RVMD": "Healthcare",
-  "GSK": "Healthcare",
-  "JEF": "Financial Services",
-  "AVGO": "Technology",
-  "EHC": "Healthcare",
-  "CLX": "Consumer Defensive",
-  "EPD": "Energy",
-  "PL": "Industrials",
-  "FCX": "Basic Materials",
-  "LUMN": "Communication Services",
-  "WES": "Energy",
-  "TCOM": "Industrials",
-  "COKE": "Consumer Defensive",
-  "ACN": "Technology",
-  "SQM": "Basic Materials",
-  "CSCO": "Technology",
-  "DEO": "Consumer Defensive",
-  "SNX": "Technology",
-  "FTAI": "Industrials",
-  "NTR": "Basic Materials",
-  "QBTS": "Technology",
-  "PLTR": "Technology",
-  "XOM": "Energy",
-  "TIMB": "Communication Services",
-  "RRX": "Industrials",
-  "PCG": "Utilities",
-  "AMAT": "Technology",
-  "PR": "Energy",
-  "NOW": "Technology",
+  "TLK": "Communication Services",
+  "DB": "Financial Services",
+  "ADSK": "Technology",
+  "IOT": "Technology",
+  "AIG": "Financial Services",
   "W": "Consumer Cyclical",
-  "CRBG": "Financial Services",
-  "AMCR": "Consumer Cyclical",
   "DHR": "Healthcare",
-  "ZTS": "Healthcare",
-  "EBAY": "Consumer Cyclical",
-  "MDLN": "Healthcare",
-  "VICR": "Technology",
-  "AMD": "Technology",
-  "ELS": "Real Estate",
-  "URI": "Industrials",
-  "AUR": "Technology",
-  "MPWR": "Technology",
-  "ASND": "Healthcare",
-  "HPE": "Technology",
-  "BRO": "Financial Services",
-  "VNOM": "Energy",
-  "RSG": "Industrials",
-  "SGI": "Consumer Cyclical",
-  "ET": "Energy",
-  "CRS": "Industrials",
-  "KGC": "Basic Materials",
-  "NVS": "Healthcare",
-  "TPL": "Energy",
-  "RDY": "Healthcare",
-  "TTE": "Energy",
-  "AFG": "Financial Services",
-  "COR": "Healthcare",
-  "APD": "Basic Materials",
-  "GWW": "Industrials",
-  "PM": "Consumer Defensive",
-  "MAA": "Real Estate",
-  "POWL": "Industrials",
-  "CNM": "Industrials",
-  "ARCC": "Financial Services",
-  "KHC": "Consumer Defensive",
-  "LVS": "Consumer Cyclical",
-  "DG": "Consumer Defensive",
-  "SPY": "?",
-  "LAMR": "Real Estate",
-  "TTWO": "Communication Services",
-  "GD": "Industrials",
-  "GIL": "Consumer Cyclical",
-  "TFC": "Financial Services",
-  "JHX": "Basic Materials",
-  "BAH": "Industrials",
-  "ICE": "Financial Services",
-  "BXP": "Real Estate",
-  "BKNG": "Industrials",
-  "EWBC": "Financial Services",
-  "LOW": "Consumer Cyclical",
-  "SSNC": "Technology",
-  "WIT": "Technology",
-  "WPM": "Basic Materials",
-  "BAM": "Financial Services",
-  "CB": "Financial Services",
-  "CR": "Industrials",
-  "RACE": "Consumer Cyclical",
-  "ENTG": "Technology",
-  "FUTU": "Financial Services",
-  "TDG": "Industrials",
-  "GIS": "Consumer Defensive",
-  "CARR": "Basic Materials",
-  "BSX": "Healthcare",
-  "NTRS": "Financial Services",
+  "MDLZ": "Consumer Defensive",
+  "A": "Healthcare",
+  "CDNS": "Technology",
+  "LINE": "Real Estate",
+  "OKTA": "Technology",
+  "RIO": "Basic Materials",
+  "BNT": "Financial Services",
+  "CRM": "Technology",
+  "ESS": "Real Estate",
+  "RJF": "Financial Services",
+  "CORT": "Healthcare",
   "RRC": "Energy",
-  "GME": "Consumer Cyclical",
-  "ING": "Financial Services",
-  "ARW": "Technology",
-  "ELAN": "Healthcare",
-  "LECO": "Industrials",
-  "CNC": "Healthcare",
-  "MFC": "Financial Services",
-  "COP": "Energy",
-  "MPC": "Energy",
-  "AIZ": "Financial Services",
-  "FRT": "Real Estate",
-  "NRG": "Utilities",
-  "BLD": "Industrials",
-  "BRK.B": "Financial Services",
-  "PWR": "Industrials",
-  "SAP": "Technology",
-  "NOC": "Industrials",
+  "AXIA": "Utilities",
+  "EIX": "Utilities",
+  "MOH": "Healthcare",
+  "HEI": "Industrials",
+  "AFRM": "Technology",
+  "PSX": "Energy",
+  "WAB": "Industrials",
+  "RMBS": "Technology",
+  "WDAY": "Technology",
+  "BWXT": "Industrials",
+  "IVZ": "Financial Services",
+  "APG": "Industrials",
+  "ET": "Energy",
   "CPT": "Real Estate",
-  "SCHW": "Financial Services",
-  "UHAL": "Industrials",
-  "HRL": "Consumer Defensive",
+  "BRX": "Real Estate",
+  "EOG": "Energy",
+  "STX": "Technology",
   "GILD": "Healthcare",
-  "AAON": "Basic Materials",
-  "LUV": "Industrials",
-  "LII": "Basic Materials",
-  "AMGN": "Healthcare",
-  "AG": "Basic Materials",
-  "PKX": "Basic Materials",
-  "VST": "Utilities",
-  "CUBE": "Real Estate",
-  "ESS": "Real Estate",
-  "WFC": "Financial Services",
-  "FHN": "Financial Services",
-  "UL": "Consumer Defensive",
-  "XPO": "Industrials",
-  "LSCC": "Technology",
-  "IT": "Technology",
-  "CDNS": "Technology",
-  "TKO": "Communication Services",
-  "MNST": "Consumer Defensive",
-  "CAT": "Industrials",
-  "EXR": "Real Estate",
-  "MOD": "Consumer Cyclical",
-  "TD": "Financial Services",
-  "AMH": "Real Estate",
-  "DINO": "Energy",
-  "ANET": "Technology",
-  "EVRG": "Utilities",
-  "CACI": "Technology",
-  "ARM": "Technology",
-  "VMC": "Basic Materials",
-  "CPRT": "Industrials",
-  "SHEL": "Energy",
+  "IESC": "Industrials",
+  "MT": "Basic Materials",
+  "REGN": "Healthcare",
+  "WTW": "Financial Services",
+  "SMCI": "Technology",
+  "UTHR": "Healthcare",
+  "PM": "Consumer Defensive",
+  "PRU": "Financial Services",
+  "RACE": "Consumer Cyclical",
   "AGI": "Basic Materials",
-  "MSI": "Technology",
-  "MU": "Technology",
-  "ETN": "Industrials",
-  "UMBF": "Financial Services",
-  "PINS": "Communication Services",
-  "OXY": "Energy",
-  "ONON": "Consumer Cyclical",
-  "RPM": "Basic Materials",
-  "L": "Financial Services",
-  "ALLY": "Financial Services",
-  "VICI": "Real Estate",
-  "AMZN": "Consumer Cyclical",
-  "EC": "Energy",
-  "FIS": "Technology",
-  "CF": "Basic Materials",
-  "AZN": "Healthcare",
-  "BHP": "Basic Materials",
-  "HDB": "Financial Services",
-  "BLK": "Financial Services",
-  "HTHT": "Consumer Cyclical",
-  "PH": "Industrials",
-  "TMUS": "Communication Services",
-  "TSLA": "Consumer Cyclical",
-  "UNM": "Financial Services",
-  "PSX": "Energy",
-  "SNEX": "Financial Services",
-  "OC": "Basic Materials",
-  "MET": "Financial Services",
-  "ITUB": "Financial Services",
-  "STE": "Healthcare",
-  "AR": "Energy",
-  "HST": "Real Estate",
-  "STZ": "Consumer Defensive",
-  "AMP": "Financial Services",
-  "SU": "Energy",
-  "AXP": "Financial Services",
   "SNOW": "Technology",
-  "YUMC": "Consumer Cyclical",
-  "DHI": "Consumer Cyclical",
-  "VIV": "Communication Services",
-  "USB": "Financial Services",
-  "KSPI": "Technology",
-  "WDAY": "Technology",
-  "CHTR": "Communication Services",
-  "FER": "Industrials",
-  "ITW": "Industrials",
-  "KMI": "Energy",
-  "OKE": "Energy",
-  "AON": "Financial Services",
-  "GDDY": "Technology",
-  "CSL": "Basic Materials",
-  "EXPD": "Industrials",
-  "UNH": "Healthcare",
-  "ETR": "Utilities",
-  "ENSG": "Healthcare",
-  "MRNA": "Healthcare",
-  "ULS": "Industrials",
-  "VG": "Energy",
-  "SAIL": "Technology",
-  "SW": "Consumer Cyclical",
-  "TLN": "Utilities",
-  "PEN": "Healthcare",
-  "WM": "Industrials",
-  "A": "Healthcare",
-  "FSLR": "Technology",
-  "UI": "Technology",
-  "CNI": "Industrials",
-  "ICLR": "Healthcare",
-  "APO": "Financial Services",
-  "EW": "Healthcare",
-  "MUSA": "Consumer Cyclical",
-  "MCK": "Healthcare",
+  "SCI": "Consumer Cyclical",
+  "GH": "Healthcare",
+  "AEE": "Utilities",
+  "HUT": "Financial Services",
+  "MKSI": "Technology",
+  "PODD": "Healthcare",
+  "ASND": "Healthcare",
+  "SNX": "Technology",
+  "CM": "Financial Services",
+  "AMP": "Financial Services",
+  "DAR": "Consumer Defensive",
+  "ELAN": "Healthcare",
+  "ALB": "Basic Materials",
+  "RIVN": "Consumer Cyclical",
+  "CPAY": "Technology",
+  "CCJ": "Basic Materials",
+  "PPL": "Utilities",
+  "KDP": "Consumer Defensive",
+  "MA": "Financial Services",
+  "PYPL": "Financial Services",
   "TTMI": "Technology",
-  "RELX": "Industrials",
-  "INTU": "Technology",
-  "AMX": "Communication Services",
-  "CAH": "Healthcare",
-  "B": "Basic Materials",
-  "HBAN": "Financial Services",
-  "CTRE": "Real Estate",
-  "CDW": "Technology",
-  "SITM": "Technology",
-  "HSBC": "Financial Services",
-  "BSY": "Technology",
-  "SN": "Consumer Cyclical",
-  "WMT": "Consumer Defensive",
-  "BROS": "Consumer Cyclical",
-  "KB": "Financial Services",
-  "AKAM": "Technology",
-  "FTNT": "Technology",
-  "E": "Energy",
-  "UBS": "Financial Services",
-  "AXIA": "Utilities",
-  "PFE": "Healthcare",
-  "AEG": "Financial Services",
-  "PG": "Consumer Defensive",
-  "EMR": "Industrials",
-  "WSM": "Consumer Cyclical",
-  "YPF": "Energy",
-  "SNA": "Industrials",
-  "IAG": "Basic Materials",
+  "FCNCA": "Financial Services",
+  "ECL": "Basic Materials",
+  "EC": "Energy",
+  "KIM": "Real Estate",
+  "P": "Technology",
+  "CW": "Industrials",
+  "USFD": "Consumer Defensive",
+  "RCI": "Communication Services",
+  "PPG": "Basic Materials",
+  "IT": "Technology",
   "ABEV": "Consumer Defensive",
-  "CASY": "Consumer Cyclical",
-  "BAP": "Financial Services",
-  "AVAV": "Industrials",
-  "RBRK": "Technology",
-  "TECK": "Basic Materials",
-  "ONTO": "Technology",
-  "DTM": "Energy",
-  "REGN": "Healthcare",
+  "MTB": "Financial Services",
+  "ABT": "Healthcare",
+  "EGP": "Real Estate",
+  "YMM": "Technology",
+  "AAPL": "Technology",
+  "HSBC": "Financial Services",
+  "TXT": "Industrials",
+  "WTS": "Industrials",
+  "FRT": "Real Estate",
+  "BG": "Consumer Defensive",
+  "OXY": "Energy",
+  "PG": "Consumer Defensive",
+  "LMT": "Industrials",
+  "DE": "Industrials",
+  "CX": "Basic Materials",
+  "ENB": "Energy",
+  "HUBS": "Technology",
+  "ARWR": "Healthcare",
+  "TGT": "Consumer Defensive",
+  "AVTR": "Basic Materials",
+  "DD": "Basic Materials",
+  "EXEL": "Healthcare",
+  "LEN": "Consumer Cyclical",
+  "MTSI": "Technology",
+  "NVT": "Industrials",
+  "RTX": "Industrials",
   "BIP": "Utilities",
-  "EXE": "Energy",
-  "FORM": "Technology",
-  "ASTS": "Technology",
-  "IBN": "Financial Services",
+  "CRWD": "Technology",
+  "CSL": "Basic Materials",
+  "H": "Consumer Cyclical",
+  "BEKE": "Real Estate",
+  "AAL": "Industrials",
+  "RBRK": "Technology",
+  "ARMK": "Industrials",
+  "AXSM": "Healthcare",
+  "BJ": "Consumer Defensive",
+  "BMRN": "Healthcare",
+  "TYL": "Technology",
+  "CBOE": "Financial Services",
+  "GM": "Consumer Cyclical",
+  "NVS": "Healthcare",
+  "INFY": "Technology",
+  "RVMD": "Healthcare",
+  "BPOP": "Financial Services",
+  "RDDT": "Communication Services",
+  "GSAT": "Communication Services",
+  "NVR": "Consumer Cyclical",
+  "GEN": "Technology",
+  "RY": "Financial Services",
+  "MSFT": "Technology",
+  "SMMT": "Healthcare",
+  "BN": "Financial Services",
   "FLUT": "Consumer Cyclical",
-  "AAOI": "Technology",
-  "JKHY": "Technology",
-  "SIRI": "Communication Services",
-  "APLD": "Financial Services",
-  "LEN": "Consumer Cyclical",
-  "BALL": "Consumer Cyclical",
-  "CHD": "Consumer Defensive",
-  "CNP": "Utilities",
-  "ORCL": "Technology",
-  "CME": "Financial Services",
-  "RIVN": "Consumer Cyclical",
-  "TW": "Financial Services",
-  "PNFP": "Financial Services",
-  "IOT": "Technology",
-  "PRAX": "Healthcare",
+  "QNT": "Technology",
+  "GSK": "Healthcare",
+  "BR": "Technology",
+  "TFC": "Financial Services",
+  "ENSG": "Healthcare",
+  "FMX": "Consumer Defensive",
+  "FTI": "Energy",
+  "JD": "Consumer Cyclical",
+  "HON": "Industrials",
+  "QXO": "Industrials",
+  "CTAS": "Industrials",
   "NGG": "Utilities",
-  "ADI": "Technology",
-  "ARES": "Financial Services",
-  "FAST": "Industrials",
-  "SONY": "Technology",
-  "BF.B": "Consumer Defensive",
-  "ELV": "Healthcare",
-  "MS": "Financial Services",
-  "OMC": "Communication Services",
-  "PYPL": "Financial Services",
-  "SBUX": "Consumer Cyclical",
-  "CQP": "Energy",
-  "LI": "Consumer Cyclical",
-  "IR": "Industrials",
-  "CIB": "Financial Services",
-  "MCHP": "Technology",
-  "MELI": "Consumer Cyclical",
-  "DAR": "Consumer Defensive",
-  "FTV": "Technology",
-  "OKTA": "Technology",
-  "UAL": "Industrials",
-  "Q": "Technology",
-  "KR": "Consumer Defensive",
-  "LNT": "Utilities",
+  "FDS": "Financial Services",
+  "KVUE": "Consumer Defensive",
+  "GRAB": "Technology",
+  "META": "Communication Services",
+  "DUK": "Utilities",
+  "NEM": "Basic Materials",
   "KRYS": "Healthcare",
-  "TEVA": "Healthcare",
-  "AMKR": "Technology",
-  "EFX": "Industrials",
-  "IFF": "Basic Materials",
-  "SLF": "Financial Services",
-  "SBAC": "Real Estate",
+  "JKHY": "Technology",
+  "ALSN": "Consumer Cyclical",
+  "AJG": "Financial Services",
+  "CEG": "Utilities",
+  "MGA": "Consumer Cyclical",
+  "MPLX": "Energy",
+  "WM": "Industrials",
+  "AM": "Energy",
+  "HALO": "Healthcare",
+  "HST": "Real Estate",
+  "HAL": "Energy",
+  "CFG": "Financial Services",
+  "HWM": "Industrials",
+  "IBM": "Technology",
+  "FROG": "Technology",
+  "HSIC": "Healthcare",
+  "MDT": "Healthcare",
+  "PH": "Industrials",
+  "KSPI": "Technology",
+  "CARR": "Basic Materials",
+  "ULTA": "Consumer Cyclical",
+  "PNFP": "Financial Services",
+  "YUM": "Consumer Cyclical",
+  "CRS": "Industrials",
+  "PEG": "Utilities",
+  "FIG": "Technology",
+  "INIO": "Industrials",
+  "CHRW": "Industrials",
+  "VG": "Energy",
+  "TDG": "Industrials",
+  "ALLY": "Financial Services",
+  "TME": "Communication Services",
+  "HAS": "Consumer Cyclical",
   "AA": "Basic Materials",
-  "TEM": "Healthcare",
-  "PRU": "Financial Services",
-  "VALE": "Basic Materials",
-  "BKR": "Energy",
-  "PGR": "Financial Services",
-  "FN": "Technology",
-  "JNJ": "Healthcare",
-  "ROP": "Technology",
-  "GMAB": "Healthcare",
-  "INFY": "Technology",
-  "PAAS": "Basic Materials",
+  "QCOM": "Technology",
   "UNP": "Industrials",
-  "VRTX": "Healthcare",
-  "TYL": "Technology",
-  "ONB": "Financial Services",
-  "BMY": "Healthcare",
-  "EA": "Communication Services",
-  "PEP": "Consumer Defensive",
+  "PSKY": "Communication Services",
   "ARGX": "Healthcare",
-  "TLK": "Communication Services",
-  "WMS": "Basic Materials",
-  "CMG": "Consumer Cyclical",
-  "KVUE": "Consumer Defensive",
-  "GEV": "Utilities",
-  "NKE": "Consumer Cyclical",
-  "MICC": "Consumer Defensive",
-  "DXCM": "Healthcare",
-  "CL": "Consumer Defensive",
-  "MSTR": "Technology",
-  "HAS": "Consumer Cyclical",
-  "GL": "Financial Services",
-  "MTD": "Healthcare",
-  "SPXC": "Industrials",
-  "IEX": "Industrials",
-  "RTX": "Industrials",
-  "STRL": "Industrials",
-  "KDP": "Consumer Defensive",
-  "ISRG": "Healthcare",
-  "IESC": "Industrials",
-  "AFL": "Financial Services",
-  "JLL": "Real Estate",
-  "NBIX": "Healthcare",
-  "PS": "Financial Services",
-  "RF": "Financial Services",
-  "LGN": "Industrials",
-  "PAYX": "Industrials",
-  "NEE": "Utilities",
-  "CM": "Financial Services",
-  "TFII": "Industrials",
-  "DY": "Industrials",
+  "ATI": "Industrials",
+  "SYY": "Consumer Defensive",
+  "TM": "Consumer Cyclical",
+  "ATO": "Utilities",
+  "ABNB": "Industrials",
+  "COIN": "Financial Services",
+  "DELL": "Technology",
+  "OGE": "Utilities",
+  "VRSN": "Technology",
+  "DOV": "Industrials",
   "NOK": "Technology",
-  "BURL": "Consumer Cyclical",
-  "MRK": "Healthcare",
-  "NLY": "Real Estate",
-  "MKC": "Consumer Defensive",
-  "VIK": "Industrials",
-  "BX": "Financial Services",
-  "WBS": "Financial Services",
-  "ULTA": "Consumer Cyclical",
-  "GH": "Healthcare",
-  "AME": "Industrials",
-  "GS": "Financial Services",
-  "SOLV": "Healthcare",
-  "BEN": "Financial Services",
-  "SOFI": "Financial Services",
-  "WDC": "Technology",
-  "AVY": "Consumer Cyclical",
-  "HOOD": "Financial Services",
-  "FITB": "Financial Services",
-  "AXON": "Industrials",
+  "GIL": "Consumer Cyclical",
+  "MTCH": "Communication Services",
+  "PRI": "Financial Services",
+  "LI": "Consumer Cyclical",
+  "EVRG": "Utilities",
+  "TWLO": "Communication Services",
+  "VMC": "Basic Materials",
+  "YPF": "Energy",
+  "SPGI": "Financial Services",
+  "GDDY": "Technology",
   "ED": "Utilities",
-  "VMI": "Industrials",
-  "CCK": "Consumer Cyclical",
-  "INTC": "Technology",
-  "SPG": "Real Estate",
-  "WTFC": "Financial Services",
-  "APG": "Industrials",
-  "ESI": "Basic Materials",
-  "BRX": "Real Estate",
-  "SPOT": "Communication Services",
-  "ITT": "Industrials",
-  "QXO": "Industrials",
-  "TRU": "Industrials",
-  "RPRX": "Healthcare",
-  "GLW": "Technology",
-  "MKL": "Financial Services",
-  "NVDA": "Technology",
-  "FFIV": "Technology",
-  "KNX": "Industrials",
-  "RVTY": "Healthcare",
-  "EL": "Consumer Defensive",
-  "ABT": "Healthcare",
-  "AFRM": "Technology",
-  "VLTO": "Industrials",
-  "AGNC": "Real Estate",
-  "BWA": "Consumer Cyclical",
-  "CW": "Industrials",
-  "IP": "Consumer Cyclical",
-  "CLH": "Industrials",
-  "EQH": "Financial Services",
-  "SO": "Utilities",
-  "T": "Communication Services",
-  "TSM": "Technology",
-  "SWK": "Industrials",
+  "FCFS": "Financial Services",
+  "GLPI": "Real Estate",
+  "MCD": "Consumer Cyclical",
+  "NXPI": "Technology",
+  "VLO": "Energy",
+  "RBC": "Industrials",
+  "TPG": "Financial Services",
+  "XP": "Financial Services",
+  "ZBRA": "Technology",
+  "NYT": "Consumer Cyclical",
+  "FIVE": "Consumer Cyclical",
+  "BX": "Financial Services",
+  "ALC": "Healthcare",
+  "BTI": "Consumer Defensive",
+  "TIMB": "Communication Services",
+  "ACN": "Technology",
+  "ULS": "Industrials",
+  "CINF": "Financial Services",
+  "INTU": "Technology",
+  "ETR": "Utilities",
   "ZM": "Technology",
-  "AS": "Consumer Cyclical",
-  "AU": "Basic Materials",
-  "APP": "Technology",
-  "USFD": "Consumer Defensive",
-  "ADP": "Industrials",
-  "UTHR": "Healthcare",
-  "PFGC": "Consumer Defensive",
-  "HLT": "Consumer Cyclical",
-  "NTRA": "Healthcare",
-  "APA": "Energy",
-  "AWK": "Utilities",
-  "MLM": "Basic Materials",
+  "MET": "Financial Services",
+  "ONB": "Financial Services",
+  "PUK": "Financial Services",
   "UPS": "Industrials",
-  "IX": "Financial Services",
+  "TSCO": "Consumer Cyclical",
+  "CNP": "Utilities",
+  "GL": "Financial Services",
+  "PBR": "Energy",
+  "ZS": "Technology",
   "GTLS": "Industrials",
-  "GSAT": "Communication Services",
-  "VOD": "Communication Services",
-  "SYK": "Healthcare",
-  "ALAB": "Technology",
-  "BEP": "Utilities",
-  "COF": "Financial Services",
-  "COIN": "Financial Services",
-  "DB": "Financial Services",
-  "DDOG": "Technology",
-  "ROKU": "Communication Services",
-  "CTAS": "Industrials",
-  "JD": "Consumer Cyclical",
-  "MKSI": "Technology",
-  "ROL": "Consumer Cyclical",
-  "HUM": "Healthcare",
-  "MO": "Consumer Defensive",
-  "TTD": "Technology",
-  "KKR": "Financial Services",
-  "DGX": "Healthcare",
-  "SJM": "Consumer Defensive",
-  "SAIA": "Industrials",
-  "EG": "Financial Services",
-  "PKG": "Consumer Cyclical",
-  "COO": "Healthcare",
-  "EQNR": "Energy",
-  "MASI": "Healthcare",
-  "NVR": "Consumer Cyclical",
-  "WELL": "Real Estate",
-  "SPGI": "Financial Services",
-  "RJF": "Financial Services",
-  "BCE": "Communication Services",
-  "QCOM": "Technology",
-  "CVNA": "Consumer Cyclical",
-  "ACGL": "Financial Services",
-  "LYG": "Financial Services",
-  "NWG": "Financial Services",
+  "LIN": "Basic Materials",
+  "IHG": "Consumer Cyclical",
   "SMTC": "Technology",
-  "ONC": "Healthcare",
-  "CNA": "Financial Services",
+  "PFE": "Healthcare",
+  "NTAP": "Technology",
+  "RTO": "Industrials",
+  "SPOT": "Communication Services",
+  "WELL": "Real Estate",
+  "CB": "Financial Services",
+  "IR": "Industrials",
+  "FUTU": "Financial Services",
+  "GIB": "Technology",
+  "APD": "Basic Materials",
+  "CSCO": "Technology",
+  "LITE": "Technology",
+  "DLR": "Real Estate",
+  "SEIC": "Financial Services",
+  "PANW": "Technology",
+  "PKG": "Consumer Cyclical",
   "ALGN": "Healthcare",
-  "EGP": "Real Estate",
-  "HUBB": "Industrials",
-  "JPM": "Financial Services",
-  "LFUS": "Technology",
-  "NI": "Utilities",
-  "NWSA": "Communication Services",
-  "MPLX": "Energy",
-  "FTI": "Energy",
-  "QRVO": "Technology",
-  "BCS": "Financial Services",
-  "CFG": "Financial Services",
-  "WBD": "Communication Services",
-  "FANG": "Energy",
-  "GPN": "Industrials",
+  "CRBG": "Financial Services",
+  "TAK": "Healthcare",
+  "BLK": "Financial Services",
+  "EQH": "Financial Services",
   "MRVL": "Technology",
-  "KMB": "Consumer Defensive",
-  "HEI": "Industrials",
-  "RBA": "Industrials",
-  "GNRC": "Industrials",
-  "PSKY": "Communication Services",
-  "NDAQ": "Financial Services",
-  "KEYS": "Technology",
-  "PHG": "Healthcare",
-  "SUI": "Real Estate",
-  "AJG": "Financial Services",
-  "WAB": "Industrials",
-  "LNG": "Energy",
-  "CCEP": "Consumer Defensive",
-  "RBLX": "Communication Services",
-  "TOL": "Consumer Cyclical",
-  "NEM": "Basic Materials",
-  "CMS": "Utilities",
-  "TSCO": "Consumer Cyclical",
-  "MTZ": "Industrials",
-  "WCC": "Industrials",
-  "CART": "Consumer Cyclical",
-  "IONS": "Healthcare",
-  "J": "Industrials",
-  "BG": "Consumer Defensive",
-  "HPQ": "Technology",
-  "SUNB": "Industrials",
-  "CIFR": "Financial Services",
-  "CVS": "Healthcare",
-  "LINE": "Real Estate",
-  "WLK": "Basic Materials",
-  "TXT": "Industrials",
-  "ASML": "Technology",
-  "FDX": "Industrials",
+  "QSR": "Consumer Cyclical",
+  "OC": "Basic Materials",
+  "ROKU": "Communication Services",
+  "DRS": "Industrials",
+  "WY": "Real Estate",
+  "COF": "Financial Services",
+  "DEO": "Consumer Defensive",
   "NTES": "Communication Services",
-  "WPC": "Real Estate",
-  "HCA": "Healthcare",
-  "TRP": "Energy",
-  "NVT": "Industrials",
-  "EXC": "Utilities",
-  "RL": "Consumer Cyclical",
-  "RIOT": "Financial Services",
+  "STM": "Technology",
+  "APA": "Energy",
+  "AEG": "Financial Services",
+  "CBRE": "Real Estate",
+  "CLS": "Technology",
+  "CVS": "Healthcare",
+  "ERIE": "Financial Services",
+  "BSY": "Technology",
+  "XYL": "Industrials",
+  "CMCSA": "Communication Services",
+  "IP": "Consumer Cyclical",
+  "SBUX": "Consumer Cyclical",
+  "AVY": "Consumer Cyclical",
+  "UHAL": "Industrials",
+  "BMNR": "Financial Services",
+  "FHN": "Financial Services",
+  "AVGO": "Technology",
   "CNH": "Industrials",
+  "ARM": "Technology",
+  "UAL": "Industrials",
+  "NLY": "Real Estate",
+  "WMS": "Basic Materials",
+  "CAT": "Industrials",
+  "CIB": "Financial Services",
+  "OSCR": "Healthcare",
+  "RMD": "Healthcare",
+  "AR": "Energy",
+  "EFX": "Industrials",
+  "AUR": "Technology",
+  "BIDU": "Communication Services",
+  "LSCC": "Technology",
+  "APH": "Technology",
+  "IQV": "Healthcare",
+  "LAMR": "Real Estate",
+  "LPLA": "Financial Services",
+  "CUBE": "Real Estate",
+  "BAM": "Financial Services",
+  "NDAQ": "Financial Services",
+  "VRT": "Industrials",
+  "CVNA": "Consumer Cyclical",
+  "WFC": "Financial Services",
+  "COP": "Energy",
+  "FICO": "Technology",
+  "SHW": "Basic Materials",
+  "HPQ": "Technology",
+  "EW": "Healthcare",
+  "BBIO": "Healthcare",
+  "SPG": "Real Estate",
+  "CACI": "Technology",
+  "URI": "Industrials",
+  "MLI": "Industrials",
+  "ICLR": "Healthcare",
+  "BBY": "Consumer Cyclical",
+  "UNM": "Financial Services",
+  "WCN": "Industrials",
+  "AMCR": "Consumer Cyclical",
+  "ARCC": "Financial Services",
+  "WSO": "Industrials",
+  "CTSH": "Technology",
+  "AER": "Industrials",
+  "MRSH": "Financial Services",
+  "SFD": "Consumer Defensive",
+  "BTSG": "Healthcare",
+  "CHWY": "Consumer Cyclical",
+  "CMG": "Consumer Cyclical",
+  "FTAI": "Industrials",
+  "WRB": "Financial Services",
+  "ALL": "Financial Services",
+  "WMG": "Communication Services",
+  "LYB": "Basic Materials",
+  "B": "Basic Materials",
+  "GIS": "Consumer Defensive",
+  "MGM": "Consumer Cyclical",
+  "KMB": "Consumer Defensive",
   "CNQ": "Energy",
-  "TER": "Technology",
-  "MT": "Basic Materials",
-  "LRCX": "Technology",
-  "FNF": "Financial Services",
-  "NVO": "Healthcare",
+  "AMX": "Communication Services",
+  "DKNG": "Consumer Cyclical",
+  "LLY": "Healthcare",
+  "CIEN": "Technology",
+  "CRL": "Healthcare",
+  "MAA": "Real Estate",
+  "KLAC": "Technology",
+  "TRGP": "Energy",
   "VRSK": "Industrials",
-  "SOLS": "Basic Materials",
-  "PSA": "Real Estate",
-  "CBOE": "Financial Services",
-  "THC": "Healthcare",
-  "AEM": "Basic Materials",
-  "BAC": "Financial Services",
-  "CHRW": "Industrials",
-  "FNV": "Basic Materials",
-  "ECL": "Basic Materials",
-  "XYL": "Industrials",
-  "CEG": "Utilities",
-  "INVH": "Real Estate",
-  "FOXA": "Communication Services",
-  "DRS": "Industrials",
-  "FTS": "Utilities",
-  "EMBJ": "Industrials",
-  "ALLE": "Industrials",
-  "PNW": "Utilities",
-  "GLPI": "Real Estate",
-  "AEE": "Utilities",
-  "BNTX": "Healthcare",
-  "CHKP": "Technology",
-  "NMR": "Financial Services",
-  "WTRG": "Utilities",
-  "DTE": "Utilities",
+  "HSY": "Consumer Defensive",
+  "BXP": "Real Estate",
+  "MRNA": "Healthcare",
+  "LTH": "Consumer Cyclical",
+  "TRU": "Industrials",
+  "NDSN": "Industrials",
+  "GLW": "Technology",
+  "AKAM": "Technology",
+  "EL": "Consumer Defensive",
+  "HPE": "Technology",
+  "CRDO": "Technology",
+  "TXRH": "Consumer Cyclical",
+  "CIFR": "Financial Services",
+  "DOW": "Basic Materials",
+  "HLT": "Consumer Cyclical",
+  "TECK": "Basic Materials",
+  "TT": "Basic Materials",
+  "PNC": "Financial Services",
+  "KMI": "Energy",
+  "O": "Real Estate",
+  "AS": "Consumer Cyclical",
+  "ROST": "Consumer Cyclical",
+  "TDY": "Technology",
   "FE": "Utilities",
-  "BPOP": "Financial Services",
-  "CMI": "Industrials",
-  "ODFL": "Industrials",
-  "RCI": "Communication Services",
-  "WEC": "Utilities",
-  "SCCO": "Basic Materials",
-  "EQIX": "Real Estate",
-  "EQR": "Real Estate",
-  "FIVE": "Consumer Cyclical",
-  "ALNY": "Healthcare",
-  "FWONA": "Communication Services",
-  "ROK": "Industrials",
-  "WY": "Real Estate",
-  "DVA": "Healthcare",
-  "MLI": "Industrials",
-  "BMRN": "Healthcare",
-  "WTW": "Financial Services",
-  "BE": "Industrials",
-  "TJX": "Consumer Cyclical",
-  "FCNCA": "Financial Services",
+  "GGG": "Industrials",
+  "PAG": "Consumer Cyclical",
+  "KR": "Consumer Defensive",
+  "PGR": "Financial Services",
+  "YUMC": "Consumer Cyclical",
+  "LULU": "Consumer Cyclical",
+  "EG": "Financial Services",
+  "TSLA": "Consumer Cyclical",
+  "BWA": "Consumer Cyclical",
+  "RPRX": "Healthcare",
+  "VOYA": "Financial Services",
+  "ING": "Financial Services",
+  "FNV": "Basic Materials",
+  "UL": "Consumer Defensive",
+  "BKNG": "Industrials",
+  "RNR": "Financial Services",
+  "LOW": "Consumer Cyclical",
+  "AIT": "Industrials",
+  "ACGL": "Financial Services",
+  "SE": "Consumer Cyclical",
+  "AMAT": "Technology",
+  "SWK": "Industrials",
+  "SHOP": "Technology",
+  "MOG.A": "Industrials",
+  "OKE": "Energy",
+  "MDB": "Technology",
+  "PAA": "Energy",
+  "NEE": "Utilities",
+  "EVR": "Financial Services",
+  "IEX": "Industrials",
+  "TRI": "Industrials",
+  "UBER": "Technology",
+  "AGNC": "Real Estate",
+  "DDOG": "Technology",
+  "DOCN": "Technology",
+  "XPEV": "Consumer Cyclical",
+  "ARE": "Real Estate",
+  "ARXS": "Industrials",
+  "VNOM": "Energy",
+  "GMAB": "Healthcare",
+  "AFL": "Financial Services",
+  "ILMN": "Healthcare",
+  "LEVI": "Consumer Cyclical",
+  "SITM": "Technology",
+  "E": "Energy",
+  "CCK": "Consumer Cyclical",
+  "VICI": "Real Estate",
+  "CPNG": "Consumer Cyclical",
+  "GPC": "Consumer Cyclical",
+  "DINO": "Energy",
+  "BAP": "Financial Services",
+  "UI": "Technology",
+  "WST": "Healthcare",
+  "BCS": "Financial Services",
+  "FANG": "Energy",
+  "INCY": "Healthcare",
+  "ADBE": "Technology",
+  "PSA": "Real Estate",
+  "OVV": "Energy",
+  "GPN": "Industrials",
+  "IBKR": "Financial Services",
+  "SAP": "Technology",
+  "GNRC": "Industrials",
+  "NBIS": "Communication Services",
+  "TPL": "Energy",
+  "UHS": "Healthcare",
+  "MTD": "Healthcare",
+  "VRTX": "Healthcare",
+  "BIIB": "Healthcare",
+  "TU": "Communication Services",
+  "EWBC": "Financial Services",
+  "ON": "Technology",
+  "ONTO": "Technology",
   "AZO": "Consumer Cyclical",
+  "EQT": "Energy",
+  "HLN": "Healthcare",
+  "DGX": "Healthcare",
+  "UBS": "Financial Services",
+  "BBD": "Financial Services",
+  "DAL": "Industrials",
+  "RGLD": "Basic Materials",
+  "WTRG": "Utilities",
+  "HUBB": "Industrials",
+  "MPWR": "Technology",
+  "RKLB": "Industrials",
+  "SNDK": "Technology",
+  "RS": "Basic Materials",
+  "ROL": "Consumer Cyclical",
+  "MSCI": "Financial Services",
+  "PFGC": "Consumer Defensive",
+  "HOOD": "Financial Services",
+  "APGE": "Healthcare",
+  "F": "Consumer Cyclical",
+  "AU": "Basic Materials",
+  "SOFI": "Financial Services",
+  "ADP": "Industrials",
+  "GWRE": "Technology",
+  "NTR": "Basic Materials",
+  "LH": "Healthcare",
+  "FOXA": "Communication Services",
+  "AMD": "Technology",
+  "GD": "Industrials",
+  "SNY": "Healthcare",
+  "STLA": "Consumer Cyclical",
+  "TD": "Financial Services",
+  "GFL": "Industrials",
+  "BNTX": "Healthcare",
   "LOGI": "Technology",
+  "ELV": "Healthcare",
+  "VICR": "Technology",
+  "NUE": "Basic Materials",
+  "MEDP": "Healthcare",
+  "CFR": "Financial Services",
+  "EXR": "Real Estate",
+  "APTV": "Consumer Cyclical",
+  "COLB": "Financial Services",
+  "JBS": "Consumer Defensive",
+  "ORLY": "Consumer Cyclical",
+  "IDXX": "Healthcare",
+  "PAAS": "Basic Materials",
+  "MPC": "Energy",
+  "ROIV": "Healthcare",
+  "TRV": "Financial Services",
+  "WBD": "Communication Services",
+  "LYG": "Financial Services",
+  "ALNY": "Healthcare",
+  "MCK": "Healthcare",
+  "AIZ": "Financial Services",
+  "CNI": "Industrials",
+  "ASX": "Technology",
+  "PR": "Energy",
+  "RPM": "Basic Materials",
+  "SUNB": "Industrials",
+  "FTS": "Utilities",
+  "STE": "Healthcare",
+  "V": "Financial Services",
+  "BSBR": "Financial Services",
+  "CQP": "Energy",
+  "TRMB": "Technology",
+  "EXC": "Utilities",
+  "VOD": "Communication Services",
+  "WES": "Energy",
+  "BROS": "Consumer Cyclical",
+  "NNN": "Real Estate",
+  "ABBV": "Healthcare",
+  "FTNT": "Technology",
+  "TKO": "Communication Services",
+  "CSX": "Industrials",
+  "EHC": "Healthcare",
+  "ETN": "Industrials",
+  "SYK": "Healthcare",
+  "SONY": "Technology",
+  "SBAC": "Real Estate",
+  "AXP": "Financial Services",
+  "CNC": "Healthcare",
+  "ESI": "Basic Materials",
+  "XOM": "Energy",
   "STLD": "Basic Materials",
+  "HMC": "Consumer Cyclical",
+  "CL": "Consumer Defensive",
+  "APP": "Technology",
+  "RF": "Financial Services",
+  "NI": "Utilities",
+  "ES": "Utilities",
+  "EXPD": "Industrials",
+  "DDS": "Consumer Cyclical",
+  "WWD": "Industrials",
+  "BCE": "Communication Services",
+  "PEN": "Healthcare",
+  "TOL": "Consumer Cyclical",
+  "EQIX": "Real Estate",
+  "BEP": "Utilities",
+  "SPXC": "Industrials",
+  "ARW": "Technology",
+  "MAR": "Consumer Cyclical",
+  "HRL": "Consumer Defensive",
+  "MCO": "Financial Services",
+  "NTRA": "Healthcare",
+  "ODFL": "Industrials",
+  "ONC": "Healthcare",
+  "CTVA": "Basic Materials",
+  "ESLT": "Industrials",
+  "LECO": "Industrials",
+  "MMM": "Industrials",
+  "BMO": "Financial Services",
+  "PAYP": "Technology",
+  "CGNX": "Technology",
+  "DT": "Technology",
+  "SUN": "Energy",
+  "MNST": "Consumer Defensive",
+  "DXCM": "Healthcare",
+  "LDOS": "Technology",
+  "CG": "Financial Services",
+  "TEL": "Technology",
+  "TECH": "Healthcare",
+  "BEN": "Financial Services",
+  "SOLS": "Basic Materials",
+  "AON": "Financial Services",
+  "EME": "Industrials",
+  "TSEM": "Technology",
+  "WYNN": "Consumer Cyclical",
+  "WPM": "Basic Materials",
+  "FLS": "Industrials",
+  "PNW": "Utilities",
   "DPZ": "Consumer Cyclical",
-  "HIG": "Financial Services",
-  "MTSI": "Technology",
-  "PCAR": "Industrials",
-  "BWXT": "Industrials",
-  "V": "Financial Services",
-  "WTS": "Industrials",
-  "MDLZ": "Consumer Defensive",
-  "BSAC": "Financial Services",
-  "NSC": "Industrials",
+  "NOW": "Technology",
+  "ALAB": "Technology",
+  "ROK": "Industrials",
+  "SF": "Financial Services",
+  "VIRT": "Financial Services",
+  "KO": "Consumer Defensive",
+  "BDX": "Healthcare",
+  "AMKR": "Technology",
+  "TMO": "Healthcare",
+  "COHR": "Technology",
+  "SUI": "Real Estate",
+  "IRM": "Real Estate",
+  "ADC": "Real Estate",
+  "NOC": "Industrials",
+  "FER": "Industrials",
+  "INSM": "Healthcare",
+  "JBHT": "Industrials",
+  "PNR": "Industrials",
+  "PDD": "Consumer Cyclical",
   "STT": "Financial Services",
-  "ALSN": "Consumer Cyclical",
-  "SHW": "Basic Materials",
-  "RIO": "Basic Materials",
-  "EME": "Industrials",
-  "CRWD": "Technology",
-  "LPLA": "Financial Services",
-  "PLD": "Real Estate",
-  "ENB": "Energy",
-  "TEAM": "Technology",
+  "KKR": "Financial Services",
+  "MICC": "Consumer Defensive",
+  "AZN": "Healthcare",
+  "ZBH": "Healthcare",
+  "FLEX": "Technology",
+  "OWL": "Financial Services",
+  "TKR": "Industrials",
+  "WTFC": "Financial Services",
+  "GS": "Financial Services",
+  "MAS": "Basic Materials",
+  "MFC": "Financial Services",
+  "AMH": "Real Estate",
+  "RRX": "Industrials",
+  "BF.B": "Consumer Defensive",
+  "MANH": "Technology",
+  "VMI": "Industrials",
+  "LHX": "Industrials",
+  "CRH": "Basic Materials",
+  "JCI": "Basic Materials",
+  "JHX": "Basic Materials",
+  "ROP": "Technology",
+  "BABA": "Consumer Cyclical",
+  "KNX": "Industrials",
+  "MCHP": "Technology",
+  "VIK": "Industrials",
+  "AXON": "Industrials",
+  "CR": "Industrials",
+  "MUSA": "Consumer Cyclical",
+  "TW": "Financial Services",
+  "ZION": "Financial Services",
+  "PLTR": "Technology",
+  "SJM": "Consumer Defensive",
+  "DRI": "Consumer Cyclical",
+  "GFI": "Basic Materials",
+  "PFG": "Financial Services",
+  "BRKR": "Healthcare",
+  "SHEL": "Energy",
+  "GEHC": "Healthcare",
+  "ECHO": "Technology",
+  "EBAY": "Consumer Cyclical",
+  "WAT": "Healthcare",
+  "MRK": "Healthcare",
+  "ALLE": "Industrials",
+  "BAX": "Healthcare",
+  "BRK.B": "Financial Services",
+  "BSX": "Healthcare",
+  "CHD": "Consumer Defensive",
+  "FRHC": "Financial Services",
+  "THC": "Healthcare",
+  "HUM": "Healthcare",
+  "JEF": "Financial Services",
+  "Q": "Technology",
+  "SSNC": "Technology",
+  "CP": "Industrials",
+  "TTWO": "Communication Services",
+  "SLF": "Financial Services",
+  "ELS": "Real Estate",
+  "ITW": "Industrials",
+  "BRO": "Financial Services",
+  "MSI": "Technology",
+  "KB": "Financial Services",
+  "ORI": "Financial Services",
+  "SCHW": "Financial Services",
+  "CDW": "Technology",
+  "IBN": "Financial Services",
+  "AYI": "Industrials",
+  "HCA": "Healthcare",
+  "JNJ": "Healthcare",
+  "MKL": "Financial Services",
+  "HD": "Consumer Cyclical",
+  "PBA": "Energy",
+  "SLB": "Energy",
+  "NRG": "Utilities",
+  "T": "Communication Services",
+  "MSGS": "Communication Services",
+  "BHP": "Basic Materials",
+  "RBA": "Industrials",
+  "COO": "Healthcare",
+  "EMA": "Utilities",
+  "GME": "Consumer Cyclical",
+  "NVO": "Healthcare",
+  "RGA": "Financial Services",
+  "PINS": "Communication Services",
+  "RYAAY": "Industrials",
+  "CPRT": "Industrials",
+  "EA": "Communication Services",
+  "OTIS": "Industrials",
   "AHR": "Real Estate",
-  "ZS": "Technology",
-  "BMO": "Financial Services",
-  "MSCI": "Financial Services",
-  "AM": "Energy",
-  "NXPI": "Technology",
-  "PANW": "Technology",
-  "BIIB": "Healthcare",
-  "LITE": "Technology",
-  "CGNX": "Technology",
-  "DAL": "Industrials",
-  "IHG": "Consumer Cyclical",
-  "MSFT": "Technology",
-  "PNC": "Financial Services",
-  "DOW": "Basic Materials",
-  "SCI": "Consumer Cyclical",
-  "ATO": "Utilities",
-  "ADBE": "Technology",
-  "LLY": "Healthcare",
-  "PHM": "Consumer Cyclical",
-  "AMRZ": "Basic Materials",
-  "OGE": "Utilities",
-  "CMCSA": "Communication Services",
-  "STM": "Technology",
+  "CME": "Financial Services",
+  "TER": "Technology",
   "ZTO": "Industrials",
-  "CTRA": "Energy",
-  "GPC": "Consumer Cyclical",
-  "NET": "Technology",
-  "CIEN": "Technology",
-  "ARMK": "Industrials",
-  "CBRE": "Real Estate",
-  "STLA": "Consumer Cyclical",
-  "BBD": "Financial Services",
-  "NYT": "Consumer Cyclical",
-  "TWLO": "Communication Services",
-  "VSAT": "Technology",
-  "BEKE": "Real Estate",
-  "RTO": "Industrials",
-  "MP": "Basic Materials",
+  "VTR": "Real Estate",
+  "PS": "Financial Services",
+  "RDY": "Healthcare",
+  "APO": "Financial Services",
+  "VZ": "Communication Services",
+  "KEYS": "Technology",
+  "JAZZ": "Healthcare",
+  "L": "Financial Services",
+  "BUD": "Consumer Defensive",
+  "DKS": "Consumer Cyclical",
+  "KHC": "Consumer Defensive",
+  "JPM": "Financial Services",
+  "CASY": "Consumer Cyclical",
+  "SQM": "Basic Materials",
+  "ITT": "Industrials",
+  "CRCL": "Financial Services",
+  "MLM": "Basic Materials",
+  "CI": "Healthcare",
+  "EPD": "Energy",
+  "FPS": "Industrials",
+  "LVS": "Consumer Cyclical",
+  "AMRZ": "Basic Materials",
+  "INTC": "Technology",
+  "VTRS": "Healthcare",
+  "BALL": "Consumer Cyclical",
+  "MKC": "Consumer Defensive",
+  "TIGO": "Communication Services",
+  "TROW": "Financial Services",
+  "CAH": "Healthcare",
+  "DECK": "Consumer Cyclical",
+  "DOC": "Real Estate",
+  "KOF": "Consumer Defensive",
+  "SSB": "Financial Services",
+  "NWSA": "Communication Services",
+  "SOLV": "Healthcare",
+  "COR": "Healthcare",
+  "HBAN": "Financial Services",
+  "DTE": "Utilities",
+  "SIRI": "Communication Services",
+  "GGB": "Basic Materials",
   "CVX": "Energy",
-  "JCI": "Basic Materials",
-  "IBKR": "Financial Services",
-  "SYM": "Industrials",
-  "NTNX": "Technology",
-  "JBS": "Consumer Defensive",
-  "DE": "Industrials",
-  "KIM": "Real Estate",
-  "AVB": "Real Estate"
+  "IX": "Financial Services",
+  "CTRE": "Real Estate",
+  "EDU": "Consumer Defensive",
+  "TRP": "Energy",
+  "FAST": "Industrials",
+  "WDC": "Technology",
+  "GWW": "Industrials",
+  "SNEX": "Financial Services",
+  "AES": "Utilities",
+  "AMT": "Real Estate",
+  "ADI": "Technology",
+  "GEV": "Utilities",
+  "TFII": "Industrials",
+  "UMBF": "Financial Services",
+  "SU": "Energy",
+  "CART": "Consumer Cyclical",
+  "TXN": "Technology",
+  "RSG": "Industrials"
  },
- "n_candidates": 155,
+ "n_candidates": 228,
  "price_start": "2024-12-30",
  "price_end": "2026-08-05",
- "generated_at": "2026-08-18 12:57 UTC"
+ "generated_at": "2026-08-18 13:02 UTC"
 }