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  • Web scraping
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All data is cleaned, adjusted for nomenclature and combined into one set
ML models used of extrapolation on missing values
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Largest Employers

Analysing the largest companies by employees amongst the 27,430 public companies in our database

Public Companies
in scope

Top employers

Largest companies by employees (amongst all public companies in our dataset)

Company Sector Employees
Walmart Consumer Defensive 2,300,000
Amazon.Com Consumer Cyclical 1,468,000
Volkswagen Consumer Cyclical 645,318
Accenture Technology 624,000
Deutsche Post Industrials 580,612
Shiseido Company Consumer Defensive 541,289
United Parcel Service Industrials 540,000
Tata Consultancy Services Technology 528,748
The Kroger Consumer Defensive 500,000
The Home Depot Consumer Cyclical 500,000
Compass Group Consumer Cyclical 480,000
Agricultural Bank Of China Financial Services 459,000
China Mobile Communication Services 454,332
Industrial And Commercial Bank Of China Financial Services 439,787
Petrochina Company Energy 432,003
Koninklijke Ahold Delhaize Consumer Defensive 410,000
Target Consumer Defensive 409,000
Jardine Matheson Industrials 403,000
China Petroleum & Chemical Energy 384,065
Fedex Industrials 384,000
Starbucks Consumer Cyclical 383,000
Teleperformance Industrials 380,000
China Construction Bank Financial Services 373,814
Toyota Motor Consumer Cyclical 366,283
Ping An Insurance (Group) Company Of China Financial Services 362,035
Berkshire Hathaway Financial Services 360,000
Tesco Consumer Defensive 360,000
China State Construction Engineering Industrials 356,864
Hitachi Industrials 350,864
Public Joint Stock Company Magnit Consumer Defensive 346,557
International Business Machines Technology 345,900
Cognizant Technology Solutions Technology 330,600
Unitedhealth Group Healthcare 330,000
Nippon Telegraph And Telephone Communication Services 324,667
The Tjx Companies Consumer Cyclical 320,000
Fomento Economico Mexicano Consumer Defensive 316,072
Jd.Com Consumer Cyclical 314,906
Fresenius Healthcare 314,852
Pou Chen Consumer Cyclical 313,913
Yue Yuen Industrial (Holdings) Consumer Cyclical 310,400
Bank Of China Financial Services 309,084
Siemens Industrials 303,000
Sodexo Industrials 301,236
Albertsons Companies Consumer Defensive 300,000
Lowe'S Companies Consumer Cyclical 300,000
Pepsico Consumer Defensive 291,000
Capgemini Technology 289,501
Daimler Consumer Cyclical 289,282
Mercedes-Benz Group Consumer Cyclical 289,282
China Railway Group Industrials 288,729
Costco Wholesale Consumer Defensive 288,000
Sumitomo Electric Industries Consumer Cyclical 286,784
China Railway Construction Industrials 286,242
Infosys Technology 279,617
Nestle Consumer Defensive 276,000
China Telecom Communication Services 274,425
Jd Logistics Industrials 273,602
Iss Industrials 272,591
Jpmorgan Chase Financial Services 271,025
Concentrix Technology 270,000
Exor Consumer Cyclical 263,284
Jabil Technology 260,000
Mahindra & Mahindra Consumer Cyclical 260,000
Coal India Energy 259,016
Alibaba Group Holding Consumer Cyclical 258,578
Wells Fargo Financial Services 253,871
Jbs Consumer Defensive 250,000
Aramark Consumer Cyclical 248,300
State Bank Of India Financial Services 245,652
Panasonic Technology 244,479
China United Network Communications Communication Services 242,121
China Unicom (Hong Kong) Communication Services 242,121
Jardine Cycle & Carriage Consumer Cyclical 240,000
Japan Post Financial Services 237,889
Reliance Industries Energy 236,334
Wal-Mart De Mexico Consumer Defensive 230,653
Dairy Farm International Consumer Defensive 230,000
Vodafone Qatar P.Q.S.C Communication Services 227,728
Hsbc Financial Services 223,448
Yamato Industrials 223,191
Citigroup Financial Services 223,000
Wipro Technology 220,000
Loblaw Companies Consumer Defensive 220,000
Vinci Industrials 219,400
Deutsche Telekom Communication Services 216,528
Carrefour - Consumer Defensive 215,834
George Weston Consumer Defensive 215,298
At&T Communication Services 214,840
Cvs Health Healthcare 213,000
Honda Motor Consumer Cyclical 211,374
Woolworths Group Consumer Defensive 210,067
Bank Of America Financial Services 208,000
Fonciere Euris Real Estate 205,000
Rallye Consumer Defensive 205,000
Stellantis Consumer Cyclical 204,000
Casino, Guichard-Perrachon Consumer Defensive 202,955
Walgreens Boots Alliance Healthcare 202,000
Mcdonald'S Consumer Cyclical 200,000
Eaton Industrials 197,141
Foxconn Industrial Internet Technology 196,159
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