COMPANY_NAMES = {
    "AMERICAN EXPRESS" : "AMERICAN EXPRESS CO",
    'AIG GLOBAL' : "AMERICAN INTL GROUP  INC",
    "ANHEUSER-BUSCH" : "ANHEUSER-BUSCH CO",
    "APTIV" : "APTIV CO",
    "ASTRAZENECA" : "ASTRAZENECA PLC",
    "AUSTRALIA & NEW" : "AUSTRALIA & NEW ZEALAND BKG GR",
    "BAE SYS" : "BAE SYS PLC",
    "BANCO SANTANDER" : "BANCO SANTANDER SA",
    "BANK MONTREAL" : "BANK OF MONTREAL",
    "BANK OF MONTREAL" : "BANK OF MONTREAL",
    "BK MONTREAL" : "BANK OF MONTREAL",
    "BANK NOVA SCOTIA" : "BANK OF NOVA SCOTIA",
    "BANK OF NOVA SCOTIA" : "BANK OF NOVA SCOTIA",
    "BANK AMER" : "BANK OF AMERICA CO",
    "BAXTER INT" : "BAXTER INTERNATIONAL INC",
    "BAYER US FIN" : "BAYER US FINANCE LLC",
    "BB&T" : "BB&T CO",
    "BLACKSTONE" : "BLACKSTONE",
    "BMW" : "BMW",
    "BNP PARIBAS" : "BNP PARIBAS",
    "BRIGHTHOUSE" : "BRIGHTHOUSE",
    "BRISTOL MYERS SQUIBB" : "BRISTOL MYERS SQUIBB CO",
    "BRISTOL-MYERS SQUIBB" : "BRISTOL MYERS SQUIBB CO",
    "CANADIAN IMPERIAL BK" : "CANADIAN IMPERIAL BK CO",
    "CAPITAL ONE" : "CAPITAL ONE FINL CO",
    "CATERPILLAR FINL" : "CATERPILLAR FINL",
    "CENTERPOINT ENERGY" : "CENTERPOINT ENERGY INC",
    "CHEVRON U S A" : "CHEVRON  CO",
    "CREDIT AGRICOLE" : "CREDIT AGRICOLE",
    "CREDIT SUISSE" : "CREDIT SUISSE GROUP AG",
    "CROWN CASTLE INTL" : "CROWN CASTLE INTL",
    "DAIMLER" : "DAIMLER",
    "DELTA AIR LINES" : "DELTA AIR LINES",
    "DTE E" : "DTE ELEC",
    "DUKE ENERGY" : "DUKE ENERGY CO",
    "DOWDUPONT  INC" : "DUPONT DE NEMOURS  INC",
    "ENTERGY" : "ENTERGY CO",
    "EQUITABLE FINL LIFE" : "EQUITABLE FINL LIFE GLOBAL FDG",
    "ESC CB LEHMAN BROS" : "ESC LEHMAN BROTH HLD  INC",
    "FIFTH THIRD BANCORP" : "FIFTH THIRD BANCORP",
    "FLORIDA P" : "FLORIDA POWER & LIGHT CO",
    "GENERAL MTRS" : "GENERAL MOTORS",
    "GENERAL MOTORS" : "GENERAL MOTORS",
    "HEWLETT PACKARD" : "HEWLETT PACKARD ENTERPRISE CO",
    "HP  INC" : "HEWLETT PACKARD ENTERPRISE CO",
    "HUNTINGTON" : "HUNTINGTON NATL BK MD",
    "JACKSON FINANCIAL  INC" : "JACKSON NATIONAL LIFE GL",
    "JPM CHASE" : "JPMORGAN CHASE &  CO",
    "KINDER MORGAN" : "KINDER MORGAN INC",
    "LLOYDS BKG" : "LLOYDS BANKING GROUP PLC FORME",
    "MACQUARIE" : "MACQUARIE BK LTD",
    "MIZUHO" : "MIZUHO CO",
    "MONDELEZ INT" : "MONDELEZ INTERNATIONAL INC",
    "MORGAN STANLEY" : "MORGAN STANLEY",
    "NATIONAL AUSTRALIA B" : "NATIONAL AUSTRALIA BANK",
    "NATIONWIDE BLDG SOC" : "NATIONWIDE BLDG SOCIETY",
    "NATIONAL BANK OF CANADA" : "NATIONAL BANK OF CANADA",
    "NATL BK CDA" : "NATIONAL BANK OF CANADA",
    "NATWEST M" : "NATWEST MARKETS PLC",
    "NEXTERA ENERGY" : "NEXTERA ENERGY CAP",
    "NORDEA BANK" : "NORDEA BANK",
    "NORTHWESTERN" : "NORTHWESTERN MUT",
    "NXP B V" : "NXP B V",
    "PHILLIPS 66" : "PHILLIPS 66",
    "PRINCIPAL LIFE GLOBAL" : "PRINCIPAL LIFE GLOBAL FDG",
    "PROTECTIVE LIFE G" : "PROTECTIVE LIFE GLOBAL",
    "PUBLIC SVC" : "PUBLIC SERVICE ELECTRIC & GAS",
    "RABOBANK NEDERLAND" : "RABOBANK NEDERLAND",
    "ROCHE H" : "ROCHE HOLDINGS INC",
    "ROPER " : "ROPER TECHNOLOGIES  INC",
    "ROYAL BANK OF CANADA" : "ROYAL BANK OF CANADA",
    "ROYAL BK CDA" : "ROYAL BANK OF CANADA",
    "SCHLUMBERGER" : "SCHLUMBERGER", 
    "SIEMENS FINANCIERINGSMAA" : "SIEMENS FINANCIERINGSMAATSCHAP",
    "SIMON PPTY GROUP" : "SIMON PPTY GROUP",
    "STATE STR" : "STATE STREET CO",
    "SUMITOMO MITSUI" : "SUMITOMO MITSUI BANKING",
    "SWEDBANK AB" : "SWEDBANK AB",
    "TORONTO DOMINION B" : "TORONTO DOMINION BANK",
    "TOYOTA M" : "TOYOTA MOTOR",
    "TRANS-CDA PIPELINES" : "TRANS-CDA PIPELINES",
    "TRUIST " : "TRUIST BANK",
    "TSMC " : "TSMC GLOBAL LTD",
    "U S B" : "U S BANCORP",
    "UBS " : "UBS AG LONDON",
    "VENTAS REALTY" : "VENTAS REALTY LP",
    "VOLKSWAGEN GROUP" : "VOLKSWAGEN GROUP",
    "WESTPAC B" : "WESTPAC BANKING",
}