diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/.keep" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/.keep"
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\344\273\243\347\240\201/data_solve.py" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\344\273\243\347\240\201/data_solve.py"
new file mode 100644
index 0000000000000000000000000000000000000000..ca41565260a8bb96b54c89b837667d4dc270666f
--- /dev/null
+++ "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\344\273\243\347\240\201/data_solve.py"
@@ -0,0 +1,25 @@
+import pandas as pd
+df = pd.read_csv('Billionaires listed in Forbes.csv')
+#country_num
+country_counts = df['country'].value_counts()
+print(country_counts.sort_values(ascending=False))
+#education_num
+count = 0
+for i in range(len(df)):
+    education = df.at[i, 'Education level']
+    if 'Master' in education or 'Doctor' in education or 'Bachelor Drop Out' in education:
+        count += 1
+print(count)
+#age_range
+counts = []
+for i in range(12):
+    condition = (df['age_range'] == i)
+    selected_df = df[condition]
+    count = selected_df['Name'].count()
+    counts.append(count)
+for i in range(12):
+    print(f'年龄区间为 {i} 的人数：{counts[i]}')
+#industry_num
+industry_counts = df['industry'].value_counts()
+print(industry_counts.sort_values(ascending=False))
+#由于学校信息与学历信息混在一起，人工使用office excel 将学校信息提取出来为视图上的词云图提供数据
\ No newline at end of file
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\345\261\217\345\271\225\346\210\252\345\233\276.png" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\345\261\217\345\271\225\346\210\252\345\233\276.png"
new file mode 100644
index 0000000000000000000000000000000000000000..5d32743c34ea9d450a2ce0da9dd4d42da56a80d9
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\345\261\217\345\271\225\346\210\252\345\233\276.png" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\351\241\271\347\233\256\345\275\225\345\261\217.zip" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\351\241\271\347\233\256\345\275\225\345\261\217.zip"
new file mode 100644
index 0000000000000000000000000000000000000000..5f2cbd77fd1ba4e7955db2537310b9a67cff2244
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\210\252\345\233\276\345\222\214\345\275\225\345\261\217/\351\241\271\347\233\256\345\275\225\345\261\217.zip" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/age_range.xlsx" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/age_range.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..89d53d15c9f4456db6a334125ea33b728fb79380
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/age_range.xlsx" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/country_num.xlsx" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/country_num.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..0952ba29ac2b7144350179897d169c447f95634b
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/country_num.xlsx" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/education_num.xlsx" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/education_num.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..a34527d46f7305303c4748a02af785ad9a580a18
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/education_num.xlsx" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/forbes_2640_billionaires.csv" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/forbes_2640_billionaires.csv"
new file mode 100644
index 0000000000000000000000000000000000000000..a432cf14e360a973de031b2a7d458ee1f53e3b47
--- /dev/null
+++ "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/forbes_2640_billionaires.csv"
@@ -0,0 +1,2641 @@
+rank,name,forbes_id,net_worth,age,age_range,country,source,industry,Age,Source of Wealth,Self-Made Score,Philanthropy Score,Residence,Citizenship,Marital Status,Children,Education,Bachelor,Master,Doctorate,Drop Out,Self Made
+1,Bernard Arnault & family,bernard-arnault,211.0,74.0,8,France,LVMH,Fashion & Retail,74.0,LVMH,,,"Paris, France",France,Married,5.0,"Bachelor of Arts/Science, Ecole Polytechnique de Paris",1.0,0.0,0.0,0.0,0
+2,Elon Musk,elon-musk,180.0,51.0,6,United States,"Tesla, SpaceX",Automotive,52.0,"Tesla, SpaceX, Self Made",8.0,1.0,"Austin, Texas",United States,Single,10.0,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,1
+3,Jeff Bezos,jeff-bezos,114.0,59.0,6,United States,Amazon,Technology,59.0,"Amazon, Self Made",8.0,2.0,"Medina, Washington",United States,Engaged,4.0,"Bachelor of Arts/Science, Princeton University",1.0,0.0,0.0,0.0,1
+4,Larry Ellison,larry-ellison,107.0,78.0,8,United States,Oracle,Technology,79.0,"Oracle, Self Made",9.0,1.0,"Lanai, Hawaii",United States,In Relationship,4.0,"Drop Out, University of Chicago; Drop Out, University of Illinois, Urbana-Champaign",0.0,0.0,0.0,1.0,1
+5,Warren Buffett,warren-buffett,106.0,92.0,10,United States,Berkshire Hathaway,Finance & Investments,92.0,"Berkshire Hathaway, Self Made",8.0,5.0,"Omaha, Nebraska",United States,"Widowed, Remarried",3.0,"Master of Science, Columbia University; Bachelor of Arts/Science, University of Nebraska Lincoln",1.0,1.0,0.0,0.0,1
+6,Bill Gates,bill-gates,104.0,67.0,7,United States,Microsoft,Technology,67.0,"Microsoft, Self Made",8.0,5.0,"Medina, Washington",United States,Divorced,3.0,"Drop Out, Harvard University",0.0,0.0,0.0,1.0,1
+7,Michael Bloomberg,michael-bloomberg,94.5,81.0,9,United States,Bloomberg LP,Media & Entertainment,81.0,"Bloomberg LP, Self Made",8.0,4.0,"New York, New York",United States,In Relationship,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Johns Hopkins University",1.0,1.0,0.0,0.0,1
+8,Carlos Slim Helu & family,carlos-slim-helu,93.0,83.0,9,Mexico,Telecom,Telecom,83.0,"Telecom, Self Made",,,"Mexico City, Mexico",Mexico,Widowed,6.0,"Bachelor of Arts/Science, Universidad Nacional Autonoma de Mexico",1.0,0.0,0.0,0.0,1
+9,Mukesh Ambani,mukesh-ambani,83.4,65.0,7,India,Diversified,Diversified,66.0,Diversified,,,"Mumbai, India",India,Married,3.0,"Drop Out, Stanford University; Bachelor of Science in Engineering, University of Mumbai",1.0,0.0,0.0,1.0,0
+10,Steve Ballmer,steve-ballmer,80.7,67.0,7,United States,Microsoft,Technology,67.0,"Microsoft, Self Made",6.0,2.0,"Hunts Point, Washington",United States,Married,3.0,"Bachelor of Arts/Science, Harvard University; Drop Out, Stanford University",1.0,0.0,0.0,1.0,1
+11,Francoise Bettencourt Meyers & family,francoise-bettencourt-meyers,80.5,69.0,7,France,L'Oréal,Fashion & Retail,70.0,L'Oréal,,,"Paris, France",France,Married,2.0,,,,,,0
+12,Larry Page,larry-page,79.2,50.0,5,United States,Google,Technology,50.0,"Google, Self Made",8.0,1.0,"Palo Alto, California",United States,Married,1.0,"Master of Science, Stanford University; Bachelor of Arts/Science, University of Michigan",1.0,1.0,0.0,0.0,1
+13,Amancio Ortega,amancio-ortega,77.3,87.0,9,Spain,Zara,Fashion & Retail,87.0,"Zara, Self Made",,,"La Coruna, Spain",Spain,Married,3.0,,,,,,1
+14,Sergey Brin,sergey-brin,76.0,49.0,5,United States,Google,Technology,50.0,"Google, Self Made",9.0,2.0,"Los Altos, California",United States,Separated,3.0,"Master of Science, Stanford University; Bachelor of Arts/Science, University of Maryland, College Park",1.0,1.0,0.0,0.0,1
+15,Zhong Shanshan,zhong-shanshan,68.0,68.0,7,China,"Beverages, pharmaceuticals",Food & Beverage,68.0,"Beverages, pharmaceuticals, Self Made",,,"Hangzhou, China",China,,1.0,,,,,,1
+16,Mark Zuckerberg,mark-zuckerberg,64.4,38.0,4,United States,Facebook,Technology,39.0,"Facebook, Self Made",8.0,3.0,"Palo Alto, California",United States,Married,3.0,"Drop Out, Harvard University",0.0,0.0,0.0,1.0,1
+17,Charles Koch,charles-koch,59.0,87.0,9,United States,Koch Industries,Diversified,87.0,Koch Industries,5.0,2.0,"Wichita, Kansas",United States,Married,2.0,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Master of Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,0
+17,Julia Koch & family,julia-koch,59.0,60.0,6,United States,Koch Industries,Diversified,61.0,Koch Industries,1.0,2.0,"New York, New York",United States,Widowed,3.0,"Bachelor of Arts/Science, University of Central Arkansas",1.0,0.0,0.0,0.0,0
+19,Jim Walton,jim-walton,58.8,74.0,8,United States,Walmart,Fashion & Retail,75.0,Walmart,2.0,1.0,"Bentonville, Arkansas",United States,Married,4.0,"Bachelor of Arts/Science, University of Arkansas",1.0,0.0,0.0,0.0,0
+20,Rob Walton,rob-walton,57.6,78.0,8,United States,Walmart,Fashion & Retail,78.0,Walmart,4.0,1.0,"Bentonville, Arkansas",United States,Married,3.0,"Doctor of Jurisprudence, Columbia University; Bachelor of Arts/Science, University of Arkansas",1.0,0.0,0.0,0.0,0
+21,Alice Walton,alice-walton,56.7,73.0,8,United States,Walmart,Fashion & Retail,73.0,Walmart,1.0,2.0,"Fort Worth, Texas",United States,Divorced,,"Bachelor of Arts/Science, Trinity University",1.0,0.0,0.0,0.0,0
+22,David Thomson & family,david-thomson,54.4,65.0,7,Canada,Media,Media & Entertainment,66.0,Media,,,"Toronto, Canada",Canada,Divorced,4.0,"Master of Arts, University of Cambridge",0.0,1.0,0.0,0.0,0
+23,Michael Dell,michael-dell,50.1,58.0,6,United States,Dell Technologies,Technology,58.0,"Dell Technologies, Self Made",8.0,2.0,"Austin, Texas",United States,Married,4.0,"Drop Out, The University of Texas at Austin",0.0,0.0,0.0,1.0,1
+24,Gautam Adani,gautam-adani-1,47.2,60.0,6,India,"Infrastructure, commodities",Diversified,61.0,"Infrastructure, commodities, Self Made",,,"Ahmedabad, India",India,Married,2.0,,,,,,1
+25,Phil Knight & family,phil-knight,45.1,85.0,9,United States,Nike,Fashion & Retail,85.0,"Nike, Self Made",8.0,3.0,"Hillsboro, Oregon",United States,Married,3.0,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, University of Oregon",1.0,1.0,0.0,0.0,1
+26,Zhang Yiming,zhang-yiming,45.0,39.0,4,China,TikTok,Technology,39.0,"TikTok, Self Made",,,"Beijing, China",China,,,"Bachelor of Engineering, Nankai University",1.0,0.0,0.0,0.0,1
+27,Dieter Schwarz,dieter-schwarz,42.9,83.0,9,Germany,Retail,Fashion & Retail,83.0,Retail,,,"Neckarsulm, Germany",Germany,Married,2.0,,,,,,0
+28,François Pinault & family,francois-pinault,40.1,86.0,9,France,Luxury goods,Fashion & Retail,87.0,"Luxury goods, Self Made",,,"Paris, France",France,Married,3.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+29,Klaus-Michael Kuehne,klaus-michael-kuehne,39.1,85.0,9,Germany,Shipping,Logistics,86.0,Shipping,,,"Schindellegi, Switzerland",Germany,Married,,,,,,,0
+30,Giovanni Ferrero,giovanni-ferrero,38.9,58.0,6,Italy,"Nutella, chocolates",Food & Beverage,58.0,"Nutella, chocolates",4.0,,"Brussels, Belgium",Italy,Married,2.0,,,,,,0
+31,Jacqueline Mars,jacqueline-mars,38.3,83.0,9,United States,"Candy, pet food",Food & Beverage,83.0,"Candy, pet food",2.0,,"The Plains, Virginia",United States,Divorced,3.0,"Bachelor of Arts/Science, Bryn Mawr College",1.0,0.0,0.0,0.0,0
+31,John Mars,john-mars,38.3,87.0,9,United States,"Candy, pet food",Food & Beverage,87.0,"Candy, pet food",2.0,,"Jackson, Wyoming",United States,Married,3.0,"Diploma, The Hotchkiss School; Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,0
+33,Li Ka-shing,li-ka-shing,38.0,94.0,10,Hong Kong,Diversified,Diversified,95.0,"Diversified, Self Made",,,Hong Kong,Hong Kong,Widowed,2.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+34,Ma Huateng,ma-huateng,35.3,51.0,6,China,Internet media,Technology,51.0,"Internet media, Self Made",,,"Shenzhen, China",China,Married,,"Bachelor of Arts/Science, Shenzhen University",1.0,0.0,0.0,0.0,1
+35,Miriam Adelson & family,miriam-adelson,35.0,77.0,8,United States,Casinos,Gambling & Casinos,77.0,Casinos,2.0,2.0,"Las Vegas, Nevada",United States,Widowed,5.0,"Bachelor of Science, Hebrew University Jerusalem",1.0,0.0,0.0,0.0,0
+35,Ken Griffin,ken-griffin,35.0,54.0,6,United States,Hedge funds,Finance & Investments,54.0,"Hedge funds, Self Made",8.0,1.0,"Miami, Florida",United States,Divorced,3.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+37,Mark Mateschitz,mark-mateschitz,34.7,30.0,3,Austria,Red Bull,Food & Beverage,31.0,Red Bull,,,"Salzburg, Austria",Austria,Single,,,,,,,0
+38,Robin Zeng,robin-zeng,33.4,54.0,6,Hong Kong,Batteries,Automotive,54.0,"Batteries, Self Made",,,"Ningde, China",Hong Kong,,,"Doctorate, Chinese Academy of Social Sciences",0.0,0.0,1.0,0.0,1
+39,Tadashi Yanai & family,tadashi-yanai,32.6,74.0,8,Japan,Fashion retail,Fashion & Retail,74.0,"Fashion retail, Self Made",,,"Tokyo, Japan",Japan,Married,2.0,"Bachelor of Arts/Science, Waseda University",1.0,0.0,0.0,0.0,1
+40,Len Blavatnik,len-blavatnik,32.1,65.0,7,United States,"Music, chemicals",Diversified,66.0,"Music, chemicals, Self Made",9.0,2.0,"London, United Kingdom",United States,Married,,"Master of Science, Columbia University; Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Moscow State University",1.0,1.0,0.0,0.0,1
+41,Alain Wertheimer,alain-wertheimer,31.6,74.0,8,France,Chanel,Fashion & Retail,74.0,Chanel,,,"New York, New York",France,Married,3.0,,,,,,0
+41,Gerard Wertheimer,gerard-wertheimer-1,31.6,72.0,8,France,Chanel,Fashion & Retail,72.0,Chanel,,,"New York, New York",France,Married,2.0,,,,,,0
+43,Gianluigi Aponte,gianluigi-aponte,31.2,82.0,9,Switzerland,Shipping,Logistics,83.0,"Shipping, Self Made",,,"Geneva, Switzerland",Switzerland,Married,2.0,,,,,,1
+43,Rafaela Aponte-Diamant,rafaela-aponte-diamant,31.2,78.0,8,Switzerland,Shipping,Logistics,78.0,"Shipping, Self Made",,,"Geneva, Switzerland",Switzerland,Married,2.0,,,,,,1
+45,Colin Zheng Huang,colin-zheng-huang,30.2,43.0,5,China,E-commerce,Technology,43.0,"E-commerce, Self Made",,,"Shanghai, China",China,,,"Master, University of Wisconsin Madison; Bachelor of Arts/Science, Zhejiang University",1.0,1.0,0.0,0.0,1
+46,Reinhold Wuerth & family,reinhold-wuerth,29.7,87.0,9,Germany,Fasteners,Manufacturing,88.0,"Fasteners, Self Made",,,"Kuenzelsau, Germany",Germany,Married,3.0,,,,,,1
+47,Lee Shau Kee,lee-shau-kee,29.5,95.0,10,Hong Kong,Real estate,Real Estate,95.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Divorced,5.0,,,,,,1
+48,Jeff Yass,jeff-yass,28.5,64.0,7,United States,"Trading, investments",Finance & Investments,65.0,"Trading, investments, Self Made",8.0,1.0,"Haverford, Pennsylvania",United States,Married,4.0,"Bachelor of Science, SUNY Binghamton",1.0,0.0,0.0,0.0,1
+49,Jim Simons,jim-simons,28.1,84.0,9,United States,Hedge funds,Finance & Investments,85.0,"Hedge funds, Self Made",8.0,4.0,"East Setauket, New York",United States,Married,3.0,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Doctorate, University of California, Berkeley",1.0,0.0,1.0,0.0,1
+50,Stephen Schwarzman,stephen-schwarzman,27.8,76.0,8,United States,Investments,Finance & Investments,76.0,"Investments, Self Made",8.0,2.0,"New York, New York",United States,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,1
+51,Susanne Klatten,susanne-klatten,27.4,60.0,6,Germany,"BMW, pharmaceuticals",Automotive,61.0,"BMW, pharmaceuticals",,,"Bad Homburg, Germany",Germany,Married,3.0,"Master of Business Administration, International Institute for Management and Development",0.0,1.0,0.0,0.0,0
+52,Gina Rinehart,gina-rinehart,27.0,69.0,7,Australia,Mining,Metals & Mining,69.0,Mining,,,"Perth, Australia",Australia,Widowed,4.0,,,,,,0
+53,William Ding,william-ding,26.7,51.0,6,China,Online games,Technology,51.0,"Online games, Self Made",,,"Hangzhou, China",China,,,"Bachelor of Arts/Science, University of Electronic Science and Technology of China",1.0,0.0,0.0,0.0,1
+54,Germán Larrea Mota Velasco & family,german-larrea-mota-velasco,26.6,69.0,7,Mexico,Mining,Metals & Mining,69.0,Mining,,,"Mexico City, Mexico",Mexico,Married,,,,,,,0
+55,Shiv Nadar,shiv-nadar,25.6,77.0,8,India,software services,Technology,78.0,"software services, Self Made",,,"Delhi, India",India,Married,1.0,"Bachelor of Arts/Science, PSG College of Technology",1.0,0.0,0.0,0.0,1
+56,Low Tuck Kwong,low-tuck-kwong,25.5,74.0,8,Indonesia,Coal,Energy,75.0,"Coal, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,2.0,,,,,,1
+57,Thomas Peterffy,thomas-peterffy,25.3,78.0,8,United States,Discount brokerage,Finance & Investments,78.0,"Discount brokerage, Self Made",10.0,1.0,"Palm Beach, Florida",United States,Divorced,3.0,"Drop Out, New York University",0.0,0.0,0.0,1.0,1
+58,Andrey Melnichenko & family,andrey-melnichenko,25.2,51.0,6,Russia,"Fertilizers, coal",Metals & Mining,51.0,"Fertilizers, coal, Self Made",,,"Ras Al Khaimah, United Arab Emirates",Russia,Married,2.0,"Master of Science, Plekhanov Russian University of Economics",0.0,1.0,0.0,0.0,1
+59,Stefan Quandt,stefan-quandt,24.6,56.0,6,Germany,BMW,Automotive,57.0,BMW,,,"Frankfurt, Germany",Germany,Married,1.0,"Associate in Arts/Science, Technical University of Karlsruhe",0.0,0.0,0.0,0.0,0
+60,MacKenzie Scott,mackenzie-scott,24.4,52.0,6,United States,Amazon,Technology,53.0,Amazon,3.0,5.0,"Seattle, Washington",United States,Divorced,4.0,"Bachelor of Arts/Science, Princeton University",1.0,0.0,0.0,0.0,0
+61,R. Budi Hartono,r-budi-hartono,24.2,82.0,9,Indonesia,"Banking, tobacco",Finance & Investments,82.0,"Banking, tobacco",,,"Kudus, Indonesia",Indonesia,Married,3.0,,,,,,0
+62,Vladimir Potanin,vladimir-potanin,23.7,62.0,7,Russia,Metals,Metals & Mining,62.0,"Metals, Self Made",,,"Moscow, Russia",Russia,Married,7.0,"Masters in Finance, Moscow Institute of International Relations",0.0,1.0,0.0,0.0,1
+63,Jack Ma,jack-ma,23.5,58.0,6,China,E-commerce,Technology,58.0,"E-commerce, Self Made",,,"Hangzhou, China",China,Married,,"Bachelor of Arts/Science, Hangzhou Teacher's Institute",1.0,0.0,0.0,0.0,1
+64,He Xiangjian & family,he-xiangjian,23.4,80.0,8,China,Home appliances,Manufacturing,81.0,"Home appliances, Self Made",,,"Foshan, China",China,Married,3.0,,,,,,1
+65,Iris Fontbona & family,iris-fontbona,23.1,80.0,8,Chile,Mining,Metals & Mining,80.0,Mining,,,"Santiago, Chile",Chile,Widowed,3.0,,,,,,0
+65,Michael Hartono,michael-hartono,23.1,83.0,9,Indonesia,"Banking, tobacco",Manufacturing,83.0,"Banking, tobacco",,,"Kudus, Indonesia",Indonesia,Married,4.0,,,,,,0
+67,James Ratcliffe,james-ratcliffe,22.9,70.0,7,United Kingdom,Chemicals,Manufacturing,70.0,"Chemicals, Self Made",,,"London, United Kingdom",United Kingdom,Married,,,,,,,1
+68,Cyrus Poonawalla,cyrus-poonawalla,22.6,81.0,9,India,Vaccines,Healthcare,82.0,Vaccines,,,"Pune, India",India,Widowed,1.0,"Bachelor of Arts/Science, Pune University; Doctorate, Pune University",1.0,0.0,1.0,0.0,0
+69,Masayoshi Son,masayoshi-son,22.4,65.0,7,Japan,"Internet, telecom",Telecom,66.0,"telecom, investments, Self Made",,,"Tokyo, Japan",Japan,Married,2.0,"Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+70,Vladimir Lisin,vladimir-lisin,22.1,66.0,7,Russia,"Steel, transport",Metals & Mining,67.0,"Steel, transport, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Doctorate, Russian Academy of Economics; Bachelor of Arts/Science, Siberian Metallurgical Institute",1.0,0.0,1.0,0.0,1
+71,Emmanuel Besnier,emmanuel-besnier,22.0,52.0,6,France,Cheese,Food & Beverage,52.0,Cheese,,,"Laval, France",France,,,,,,,,0
+72,Abigail Johnson,abigail-johnson,21.6,61.0,7,United States,Fidelity,Finance & Investments,61.0,Fidelity,4.0,1.0,"Milton, Massachusetts",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Hobart and William Smith",1.0,1.0,0.0,0.0,0
+72,Leonid Mikhelson & family,leonid-mikhelson,21.6,67.0,7,Russia,"Gas, chemicals",Energy,68.0,"Gas, chemicals, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science in Engineering, Kuybyshev Engineering and Construction Institute",0.0,1.0,0.0,0.0,1
+74,Lukas Walton,lukas-walton,21.2,36.0,4,United States,Walmart,Fashion & Retail,36.0,Walmart,1.0,1.0,"Chicago, Illinois",United States,Married,,"Bachelor of Arts/Science, Colorado College",1.0,0.0,0.0,0.0,0
+74,Wang Wei,wang-wei,21.2,52.0,6,China,Package delivery,Service,52.0,"Package delivery, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+76,Jensen Huang,jensen-huang-1,21.1,60.0,6,United States,Semiconductors,Technology,60.0,"Semiconductors, Self Made",8.0,1.0,"Los Altos, California",United States,Married,,"Bachelor of Science in Engineering, Oregon State University; Master of Science in Engineering, Stanford University",1.0,1.0,0.0,0.0,1
+77,Leonard Lauder,leonard-lauder,21.0,90.0,9,United States,Estee Lauder,Fashion & Retail,90.0,Estee Lauder,5.0,3.0,"New York, New York",United States,"Widowed, Remarried",2.0,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,0
+77,Takemitsu Takizaki,takemitsu-takizaki,21.0,77.0,8,Japan,Sensors,Manufacturing,78.0,"Sensors, Self Made",,,"Osaka, Japan",Japan,Married,,,,,,,1
+79,Alexey Mordashov & family,alexey-mordashov,20.9,57.0,6,Russia,"Steel, investments",Metals & Mining,57.0,"Steel, investments, Self Made",,,"Moscow, Russia",Russia,Married,7.0,"Master of Science in Engineering, Leningrad Institute of Economics; Master of Business Administration, University of Northumbria",0.0,1.0,0.0,0.0,1
+80,Vagit Alekperov,vagit-alekperov,20.5,72.0,8,Russia,Oil,Energy,72.0,"Oil, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Master of Science in Engineering, Azerbaijan Institute of Oil and Chemistry",0.0,1.0,0.0,0.0,1
+81,"Thomas Frist, Jr. & family",thomas-frist-jr,20.2,84.0,9,United States,Hospitals,Healthcare,85.0,"Hospitals, Self Made",7.0,1.0,"Nashville, Tennessee",United States,Married,3.0,"Bachelor of Arts/Science, Vanderbilt University; Medical Doctor, Washington University",1.0,0.0,0.0,0.0,1
+82,Andrew Forrest,andrew-forrest,19.6,61.0,7,Australia,Mining,Metals & Mining,61.0,"Mining, Self Made",,,"Perth, Australia",Australia,Separated,3.0,"Bachelor of Arts/Science, University of Western Australia; Ph.D, University of Western Australia",1.0,0.0,0.0,0.0,1
+83,Ray Dalio,ray-dalio,19.1,73.0,8,United States,Hedge funds,Finance & Investments,74.0,"Hedge funds, Self Made",8.0,3.0,"Greenwich, Connecticut",United States,Married,4.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Long Island University",1.0,1.0,0.0,0.0,1
+84,Li Eric,li-eric,19.0,59.0,6,China,Automobiles,Automotive,60.0,"Automobiles, Self Made",,,"Hangzhou, China",China,Married,2.0,"Master of Science, Yanshan University",0.0,1.0,0.0,0.0,1
+84,Wang Wenyin,wang-wenyin,19.0,55.0,6,China,"Mining, copper products",Metals & Mining,55.0,"Mining, copper products, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+86,Eyal Ofer,eyal-ofer,18.9,72.0,8,Israel,"Real estate, shipping",Diversified,73.0,"Real estate, shipping",,,"Monte Carlo, Monaco",Israel,Married,4.0,,,,,,0
+86,Qin Yinglin,qin-yinglin,18.9,57.0,6,China,Pig breeding,Food & Beverage,58.0,"Pig breeding, Self Made",,,"Nanyang, China",China,Married,1.0,,,,,,1
+88,Wang Chuanfu,wang-chuanfu,18.7,57.0,6,China,"Batteries, automobiles",Automotive,57.0,"Batteries, automobiles, Self Made",,,"Shenzhen, China",China,Married,,"Master of Science, Beijing Non-Ferrous Research Institute; Bachelor of Arts/Science, Central South Industrial University of Technology",1.0,1.0,0.0,0.0,1
+89,Harold Hamm & family,harold-hamm,18.5,77.0,8,United States,Oil & gas,Energy,77.0,"Oil & gas, Self Made",10.0,1.0,"Oklahoma City, Oklahoma",United States,Divorced,5.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+89,David Tepper,david-tepper,18.5,65.0,7,United States,Hedge funds,Finance & Investments,65.0,"Hedge funds, Self Made",8.0,2.0,"Palm Beach, Florida",United States,Married,3.0,"Master of Business Administration, David A. Tepper School of Business; Bachelor of Arts/Science, University of Pittsburgh",1.0,1.0,0.0,0.0,1
+89,Gennady Timchenko,gennady-timchenko,18.5,70.0,7,Russia,"Oil, gas",Energy,70.0,"Oil, gas, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master of Science in Engineering, Leningrad Mechanical Institute",0.0,1.0,0.0,0.0,1
+92,Daniel Gilbert,daniel-gilbert,18.0,61.0,7,United States,Quicken Loans,Finance & Investments,61.0,"Quicken Loans, Self Made",8.0,1.0,"Franklin, Michigan",United States,Married,5.0,"Bachelor of Arts/Science, Michigan State University; LLB, Wayne State University",1.0,0.0,0.0,0.0,1
+93,Lakshmi Mittal,lakshmi-mittal,17.7,72.0,8,India,Steel,Metals & Mining,73.0,Steel,,,"London, United Kingdom",India,Married,2.0,"Bachelor of Arts/Science, St Xavier's College Calcutta",1.0,0.0,0.0,0.0,0
+94,Steve Cohen,steve-cohen,17.5,66.0,7,United States,Hedge funds,Finance & Investments,67.0,"Hedge funds, Self Made",8.0,3.0,"Greenwich, Connecticut",United States,Married,7.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+94,Carl Icahn,carl-icahn,17.5,87.0,9,United States,Investments,Finance & Investments,87.0,"Investments, Self Made",9.0,2.0,"Indian Creek, Florida",United States,Married,2.0,"Drop Out, New York University; Bachelor of Arts/Science, Princeton University",1.0,0.0,0.0,1.0,1
+94,Savitri Jindal & family,savitri-jindal,17.5,73.0,8,India,Steel,Metals & Mining,73.0,Steel,,,"Hisar, India",India,Widowed,9.0,,,,,,0
+97,Donald Bren,donald-bren,17.4,90.0,9,United States,Real estate,Real Estate,91.0,"Real estate, Self Made",8.0,4.0,"Newport Beach, California",United States,Married,7.0,"Bachelor of Arts/Science, University of Washington",1.0,0.0,0.0,0.0,1
+97,"John Menard, Jr.",john-menard-jr,17.4,83.0,9,United States,Home improvement stores,Fashion & Retail,83.0,"Home improvement stores, Self Made",9.0,1.0,"Eau Claire, Wisconsin",United States,Married,6.0,"Bachelor of Arts/Science, University of Wisconsin, Eau Claire",1.0,0.0,0.0,0.0,1
+99,Rupert Murdoch & family,rupert-murdoch,17.1,92.0,10,United States,"Newspapers, TV network",Media & Entertainment,92.0,"Newspapers, TV network",5.0,1.0,"New York, New York",United States,Married,6.0,"Bachelor of Arts/Science, Oxford University; Master of Arts, Oxford University",1.0,1.0,0.0,0.0,0
+100,Vicky Safra & family,vicky-safra,16.7,70.0,7,Brazil,Banking,Finance & Investments,70.0,Banking,,,"Crans-Montana, Switzerland",Brazil,Widowed,4.0,,,,,,0
+101,"Theo Albrecht, Jr. & family",theo-albrecht-jr,16.5,72.0,8,Germany,"Aldi, Trader Joe's",Fashion & Retail,72.0,"Aldi, Trader Joe's",,,"Mulheim an der Ruhr, Germany",Germany,,1.0,,,,,,0
+101,Renata Kellnerova & family,renata-kellnerova,16.5,55.0,6,Czech Republic,"Finance, telecommunications",Finance & Investments,56.0,"Finance, telecommunications",,,"Prague, Czech Republic",Czech Republic,Widowed,4.0,,,,,,0
+103,Li Xiting,li-xiting,16.3,72.0,8,Singapore,medical devices,Healthcare,72.0,"medical devices, Self Made",,,"Shenzhen, China",Singapore,,,"Bachelor of Science, University of Science and Technology of China",1.0,0.0,0.0,0.0,1
+104,Stefan Persson,stefan-persson,16.2,75.0,8,Sweden,H&M,Fashion & Retail,75.0,H&M,,,"Stockholm, Sweden",Sweden,Married,3.0,"Associate in Arts/Science, University of Stockholm",0.0,0.0,0.0,0.0,0
+104,Eric Schmidt,eric-schmidt,16.2,67.0,7,United States,Google,Technology,68.0,"Google, Self Made",6.0,2.0,"Atherton, California",United States,Married,2.0,"Bachelor of Arts/Science, Princeton University; Doctorate, University of California, Berkeley; Master of Science, University of California, Berkeley",1.0,1.0,1.0,0.0,1
+106,Michael Platt,michael-platt,16.0,55.0,6,United Kingdom,Hedge funds,Finance & Investments,55.0,"Hedge funds, Self Made",,,"Geneva, Switzerland",United Kingdom,,,"Bachelor of Arts/Science, London School of Economics; Bachelor of Arts/Science, London School of Economics",1.0,0.0,0.0,0.0,1
+107,Pang Kang,pang-kang,15.9,67.0,7,China,Soy sauce,Food & Beverage,67.0,"Soy sauce, Self Made",,,"Foshan, China",China,,,,,,,,1
+108,Karl Albrecht Jr. & family,karl-albrecht-jr,15.8,,0,Germany,Supermarkets,Fashion & Retail,,Supermarkets,,,Germany,Germany,,,,,,,,0
+108,Beate Heister,beate-heister,15.8,,0,Germany,Supermarkets,Fashion & Retail,,Supermarkets,,,,Germany,,,,,,,,0
+108,Jorge Paulo Lemann & family,jorge-paulo-lemann,15.8,83.0,9,Brazil,Beer,Food & Beverage,84.0,"Beer, Self Made",,,"Zurich, Switzerland",Brazil,Married,5.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+108,Peter Woo,peter-woo,15.8,76.0,8,Hong Kong,Real estate,Real Estate,76.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,"Master of Business Administration, Columbia Business School",0.0,1.0,0.0,0.0,0
+112,Dilip Shanghvi,dilip-shanghvi,15.6,67.0,7,India,Pharmaceuticals,Healthcare,67.0,"Pharmaceuticals, Self Made",,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, Calcutta University",1.0,0.0,0.0,0.0,1
+113,Robert Pera,robert-pera,15.5,45.0,5,United States,Wireless networking,Technology,45.0,"Wireless networking, Self Made",8.0,1.0,"San Jose, California",United States,Single,,"Bachelor of Arts/Science, University of California, San Diego; Master of Science, University of California, San Diego",1.0,1.0,0.0,0.0,1
+114,Radhakishan Damani,radhakishan-damani-1,15.3,68.0,7,India,"Retail, investments",Fashion & Retail,68.0,"Retail, investments, Self Made",,,"Mumbai, India",India,Married,3.0,,,,,,1
+115,Huang Shilin,huang-shilin,15.2,56.0,6,China,Batteries,Automotive,56.0,"Batteries, Self Made",,,"Ningde, China",China,,,"Bachelor of Technology, Hefei University of Technology",1.0,0.0,0.0,0.0,1
+116,Dhanin Chearavanont,dhanin-chearavanont,14.9,83.0,9,Thailand,Diversified,Diversified,84.0,Diversified,,,"Bangkok, Thailand",Thailand,Widowed,5.0,,,,,,0
+116,David Green & family,david-green,14.9,81.0,9,United States,Retail,Fashion & Retail,81.0,"Retail, Self Made",10.0,2.0,"Oklahoma City, Oklahoma",United States,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+118,Charoen Sirivadhanabhakdi,charoen-sirivadhanabhakdi,14.8,78.0,8,Thailand,"Alcohol, real estate",Food & Beverage,79.0,"Alcohol, real estate, Self Made",,,"Bangkok, Thailand",Thailand,Widowed,5.0,,,,,,1
+119,Charlene de Carvalho-Heineken & family,charlene-de-carvalho-heineken,14.7,68.0,7,Netherlands,Heineken,Food & Beverage,69.0,Heineken,,,"London, United Kingdom",Netherlands,Married,5.0,"Bachelor of Arts/Science, Rijnlands Lyceum Wassenaar; Doctor of Jurisprudence, University of Leiden",1.0,0.0,0.0,0.0,0
+120,Xu Hang,xu-hang,14.6,56.0,6,Hong Kong,Medical devices,Healthcare,61.0,"Medical devices, Self Made",,,"Shenzhen, China",Hong Kong,,,"EMBA, Ceibs; Bachelor of Engineering, Tsinghua University; Master of Science in Engineering, Tsinghua University",1.0,1.0,0.0,0.0,1
+121,Wei Jianjun & family,wei-jianjun,14.5,59.0,6,China,Automobiles,Automotive,59.0,"Automobiles, Self Made",,,"Baoding, China",China,Married,,"Bachelor of Arts/Science, Hebei Province",1.0,0.0,0.0,0.0,1
+122,Alisher Usmanov,alisher-usmanov,14.4,69.0,7,Russia,"Steel, telecom, investments",Metals & Mining,69.0,"Steel, telecom, investments, Self Made",,,"Tashkent, Uzbekistan",Russia,Divorced,,"Master, Finance Academy under the Government of the Russian Federation; Master of Laws, Moscow Institute of International Relations",0.0,1.0,0.0,0.0,1
+123,Goh Cheng Liang,goh-cheng-liang,14.3,95.0,10,Singapore,Paints,Manufacturing,96.0,"Paints, Self Made",,,"Singapore, Singapore",Singapore,Widowed,3.0,,,,,,1
+124,Kumar Birla,kumar-birla,14.2,55.0,6,India,Commodities,Diversified,56.0,Commodities,,,"Mumbai, India",India,Married,3.0,"Master of Business Administration, London Business School; Bachelor of Arts/Science, University of Mumbai",1.0,1.0,0.0,0.0,0
+124,Aliko Dangote,aliko-dangote,14.2,65.0,7,Nigeria,"Cement, sugar",Manufacturing,66.0,"Cement, sugar, Self Made",,,"Lagos, Nigeria",Nigeria,Divorced,3.0,"Bachelor of Arts/Science, Al-Azhar University",1.0,0.0,0.0,0.0,1
+126,Kwong Siu-hing,kwong-siu-hing,14.1,93.0,10,Hong Kong,Real estate,Real Estate,93.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Widowed,4.0,,,,,,0
+127,Idan Ofer,idan-ofer,14.0,67.0,7,Israel,Shipping,Diversified,67.0,Shipping,,,"London, United Kingdom",Israel,Married,5.0,,,,,,0
+128,Chen Bang,chen-bang,13.9,57.0,6,China,Hospitals,Healthcare,57.0,"Hospitals, Self Made",,,"Changsha, China",China,Married,,"Master of Business Administration, Hunan University",0.0,1.0,0.0,0.0,1
+128,Lui Che Woo,lui-che-woo,13.9,94.0,10,Hong Kong,Casinos/hotels,Gambling & Casinos,94.0,"Casinos/hotels, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,5.0,,,,,,1
+130,John Fredriksen,john-fredriksen,13.7,78.0,8,Cyprus,Shipping,Logistics,78.0,"Shipping, Self Made",,,"London, United Kingdom",Cyprus,Widowed,2.0,,,,,,1
+130,Diane Hendricks,diane-hendricks,13.7,76.0,8,United States,Building supplies,Construction & Engineering,76.0,"Building supplies, Self Made",9.0,1.0,"Afton, Wisconsin",United States,Widowed,7.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+130,Jan Koum,jan-koum,13.7,47.0,5,United States,WhatsApp,Technology,47.0,"WhatsApp, Self Made",10.0,2.0,"Atherton, California",United States,Single,,"Drop Out, San Jose State University",0.0,0.0,0.0,1.0,1
+133,Jerry Jones,jerry-jones,13.3,80.0,8,United States,Dallas Cowboys,Sports,80.0,"Dallas Cowboys, Self Made",8.0,1.0,"Dallas, Texas",United States,Married,3.0,"Bachelor of Arts/Science, University of Arkansas; Master of Arts, University of Arkansas",1.0,1.0,0.0,0.0,1
+133,George Kaiser,george-kaiser,13.3,80.0,8,United States,"Oil & gas, banking",Energy,81.0,"Oil & gas, banking",5.0,4.0,"Tulsa, Oklahoma",United States,Married,3.0,"Bachelor of Arts/Science, Harvard University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,0
+133,Joseph Lau,joseph-lau,13.3,71.0,8,Hong Kong,Real estate,Real Estate,72.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Divorced,6.0,,,,,,1
+136,Lu Xiangyang,lu-xiangyang,13.2,60.0,6,China,"Automobiles, batteries",Automotive,60.0,"Automobiles, batteries, Self Made",,,"Guangzhou, China",China,Married,,,,,,,1
+137,Harry Triguboff,harry-triguboff,13.1,90.0,9,Australia,Real estate,Real Estate,90.0,"Real estate, Self Made",,,"Sydney, Australia",Australia,Married,2.0,"Bachelor of Arts/Science, University of Leeds",1.0,0.0,0.0,0.0,1
+138,Uday Kotak,uday-kotak,12.9,64.0,7,India,Banking,Finance & Investments,64.0,"Banking, Self Made",,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai; Master of Business Administration, University of Mumbai",1.0,1.0,0.0,0.0,1
+138,Stanley Kroenke,stanley-kroenke,12.9,75.0,8,United States,"Sports, real estate",Sports,76.0,"Sports, real estate, Self Made",6.0,,"Electra, Texas",United States,Married,2.0,"Master of Business Administration, Robert J. Trulaske, Sr. College of Business; Bachelor of Arts/Science, University of Missouri",1.0,1.0,0.0,0.0,1
+140,Mikhail Fridman,mikhail-fridman,12.6,58.0,6,Russia,"Oil, banking, telecom",Energy,59.0,"Oil, banking, telecom, Self Made",,,"London, United Kingdom",Russia,Divorced,5.0,"Master of Science, Moscow Institute of Steel and Alloys",0.0,1.0,0.0,0.0,1
+141,Sarath Ratanavadi,sarath-ratanavadi,12.3,57.0,6,Thailand,Energy,Energy,58.0,"energy, Self Made",,,"Bangkok, Thailand",Thailand,Married,,"Bachelor of Science in Engineering, Chulalongkorn University; Master of Science in Engineering, University of Southern California",1.0,1.0,0.0,0.0,1
+142,Dang Yanbao,dang-yanbao,12.2,50.0,5,China,Coal,Metals & Mining,50.0,"Coal, Self Made",,,"Yinchuan, China",China,,,"Master of Business Administration, Peking University",0.0,1.0,0.0,0.0,1
+142,Jiang Rensheng & family,jiang-rensheng,12.2,69.0,7,China,Vaccines,Healthcare,69.0,"Vaccines, Self Made",,,"Chongqing, China",China,Married,1.0,"Associate in Arts/Science, Guilin Medical University",0.0,0.0,0.0,0.0,1
+144,Shahid Khan,shahid-khan,12.1,72.0,8,United States,Auto parts,Automotive,73.0,"Auto parts, Self Made",10.0,1.0,"Naples, Florida",United States,Married,2.0,"Bachelor of Arts/Science, University of Illinois, Urbana-Champaign",1.0,0.0,0.0,0.0,1
+145,Laurene Powell Jobs & family,laurene-powell-jobs,12.0,59.0,6,United States,"Apple, Disney",Technology,59.0,"Apple, Disney",2.0,1.0,"Palo Alto, California",United States,Widowed,3.0,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,0
+146,Robert Kuok,robert-kuok,11.8,99.0,10,Malaysia,"Palm oil, shipping, property",Diversified,99.0,"Palm oil, shipping, property, Self Made",,,"Hong Kong, Hong Kong",Malaysia,Married,8.0,"Bachelor of Arts/Science, Raffles College",1.0,0.0,0.0,0.0,1
+147,Stephen Ross,stephen-ross,11.6,82.0,9,United States,Real estate,Real Estate,83.0,"Real estate, Self Made",8.0,2.0,"New York, New York",United States,Married,4.0,"Master of Laws, New York University; Bachelor of Arts/Science, University of Michigan; Doctor of Jurisprudence, Wayne State University",1.0,1.0,0.0,0.0,1
+148,Pavel Durov,pavel-durov,11.5,38.0,4,United Arab Emirates,Messaging app,Technology,38.0,"Messaging app, Self Made",,,"Dubai, United Arab Emirates",United Arab Emirates,Single,2.0,"Master of Science, Saint Petersburg State University",0.0,1.0,0.0,0.0,1
+148,Andreas Struengmann & family,andreas-struengmann,11.5,73.0,8,Germany,Pharmaceuticals,Healthcare,73.0,"Pharmaceuticals, Self Made",,,"Tegernsee, Germany",Germany,Married,2.0,"Medical Doctor, University at Buffalo",0.0,0.0,0.0,0.0,1
+148,Thomas Struengmann & family,thomas-struengmann,11.5,73.0,8,Germany,Pharmaceuticals,Healthcare,73.0,"Pharmaceuticals, Self Made",,,"Tegernsee, Germany",Germany,Married,4.0,"Master of Business Administration, University of Augsburg; Master of Business Administration, University of Augsburg",0.0,1.0,0.0,0.0,1
+151,Liu Hanyuan,liu-hanyuan,11.4,59.0,6,China,Agribusiness,Food & Beverage,59.0,"Agribusiness, Self Made",,,"Chengdu, China",China,Married,,"Bachelor of Arts/Science, Sichuan University",1.0,0.0,0.0,0.0,1
+151,Michael Rubin,michael-rubin,11.4,50.0,5,United States,Online retail,Fashion & Retail,51.0,"Online retail, Self Made",8.0,1.0,"Bryn Mawr, Pennsylvania",United States,Divorced,1.0,"Drop Out, Villanova University",0.0,0.0,0.0,1.0,1
+153,Israel Englander,israel-englander,11.3,74.0,8,United States,Hedge funds,Finance & Investments,74.0,"Hedge funds, Self Made",9.0,1.0,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, New York University",1.0,0.0,0.0,0.0,1
+153,Viatcheslav Kantor,viatcheslav-kantor,11.3,69.0,7,Russia,"Fertilizer, real estate",Manufacturing,69.0,"Fertilizer, real estate, Self Made",,,"Herzliya, Israel",Russia,Married,5.0,"Ph.D, Moscow Aviation University",0.0,0.0,0.0,0.0,1
+153,Anthony Pratt,anthony-pratt,11.3,62.0,7,Australia,Manufacturing,Manufacturing,63.0,Manufacturing,,,"Melbourne, Australia",Australia,,2.0,"Bachelor of Arts/Economics, Monash University",1.0,0.0,0.0,0.0,0
+153,Mikhail Prokhorov,mikhail-prokhorov,11.3,57.0,6,Russia,Investments,Finance & Investments,58.0,"Investments, Self Made",,,"Frauenfeld, Switzerland",Russia,Single,,"Master of Economics, Moscow Institute of Finance",0.0,1.0,0.0,0.0,1
+157,Giorgio Armani,giorgio-armani,11.1,88.0,9,Italy,Luxury goods,Fashion & Retail,89.0,"Luxury goods, Self Made",,,"Milan, Italy",Italy,Single,,"Drop Out, University of Piacenza",0.0,0.0,0.0,1.0,1
+157,Johann Rupert & family,johann-rupert,11.1,72.0,8,South Africa,Luxury goods,Fashion & Retail,73.0,Luxury goods,,,"Cape Town, South Africa",South Africa,Married,3.0,,,,,,0
+159,Gong Hongjia & family,gong-hongjia,11.0,58.0,6,Hong Kong,Video surveillance,Finance & Investments,58.0,"Video surveillance, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Bachelor of Arts/Science, Huazhong University of Science and Technology",1.0,0.0,0.0,0.0,1
+159,Zhang Zhidong,zhang-zhidong,11.0,51.0,6,China,Internet media,Technology,51.0,"Internet media, Self Made",,,"Shenzhen, China",China,,,"Bachelor of Arts/Science, Shenzhen University; Master of Arts, South China University of Technology",1.0,1.0,0.0,0.0,1
+161,Philip Anschutz,philip-anschutz,10.9,83.0,9,United States,"Energy, sports, entertainment",Finance & Investments,83.0,"Energy, sports, entertainment",5.0,3.0,"Denver, Colorado",United States,Married,3.0,"Bachelor of Arts/Science, University of Kansas",1.0,0.0,0.0,0.0,0
+161,Judy Love & family,judy-love,10.9,85.0,9,United States,Gas stations,Fashion & Retail,86.0,"Gas stations, Self Made",9.0,1.0,"Oklahoma City, Oklahoma",United States,Widowed,4.0,"Drop Out, St. John's University (MN); Bachelor of Arts/Science, University of Central Oklahoma",1.0,0.0,0.0,1.0,1
+161,Ricardo Salinas Pliego & family,ricardo-salinas-pliego,10.9,67.0,7,Mexico,"Retail, media",Fashion & Retail,67.0,"Retail, media",,,"Mexico City, Mexico",Mexico,Married,6.0,"Master of Business Administration, A. B. Freeman School of Business; Bachelor of Arts/Science, Tecnológico de Monterrey",1.0,1.0,0.0,0.0,0
+164,Donald Newhouse,donald-newhouse,10.7,93.0,10,United States,Media,Media & Entertainment,94.0,Media,5.0,2.0,"New York, New York",United States,Widowed,3.0,"Drop Out, Syracuse University",0.0,0.0,0.0,1.0,0
+165,Robert Kraft,robert-kraft,10.6,81.0,9,United States,"Manufacturing, New England Patriots",Sports,82.0,"Manufacturing, New England Patriots, Self Made",8.0,3.0,"Brookline, Massachusetts",United States,"Widowed, Remarried",4.0,"Bachelor of Arts/Science, Columbia University; Master of Business Administration, Harvard Business School",1.0,1.0,0.0,0.0,1
+165,Marcel Herrmann Telles,marcel-herrmann-telles,10.6,73.0,8,Brazil,Beer,Food & Beverage,73.0,"Beer, Self Made",,,"Sao Paulo, Brazil",Brazil,Married,2.0,"Bachelor of Arts/Science, Universidade Federal do Rio de Janeiro",1.0,0.0,0.0,0.0,1
+167,Suleiman Kerimov & family,suleiman-kerimov-family,10.5,57.0,6,Russia,Gold,Finance & Investments,57.0,"Gold, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master of Economics, Dagestan State University",0.0,1.0,0.0,0.0,1
+167,Chris Xu,chris-xu,10.5,39.0,4,China,E-commerce,Fashion & Retail,39.0,"E-commerce, Self Made",,,"Guangzhou, China",China,,,"Bachelor of Science, Qingdao University",1.0,0.0,0.0,0.0,1
+167,Changpeng Zhao,changpeng-zhao,10.5,45.0,5,Canada,Cryptocurrency exchange,Finance & Investments,45.0,"Cryptocurrency exchange, Self Made",,,"Dubai, United Arab Emirates",Canada,,,,,,,,1
+170,Andrew Beal,andrew-beal,10.3,70.0,7,United States,"Banks, real estate",Finance & Investments,70.0,"Banks, real estate, Self Made",8.0,1.0,"Dallas, Texas",United States,Divorced,6.0,"Drop Out, Baylor University",0.0,0.0,0.0,1.0,1
+171,Mike Cannon-Brookes,mike-cannon-brookes,10.2,43.0,5,Australia,Software,Technology,43.0,"Software, Self Made",,,"Sydney, Australia",Australia,Married,4.0,"Bachelor of Arts/Science, University of New South Wales",1.0,0.0,0.0,0.0,1
+171,Carl Cook,carl-cook,10.2,60.0,6,United States,Medical devices,Healthcare,61.0,Medical devices,3.0,,"Bloomington, Indiana",United States,Married,,"Bachelor of Arts/Science, Purdue University; Master of Business Administration, Tippie School of Management",1.0,1.0,0.0,0.0,0
+171,David Duffield,david-duffield,10.2,82.0,9,United States,Business software,Technology,82.0,"Business software, Self Made",8.0,3.0,"Incline Village, Nevada",United States,Married,10.0,"Bachelor of Engineering, Cornell University; Master of Business Administration, Samuel Curtis Johnson Graduate School of Management",1.0,1.0,0.0,0.0,1
+171,Jeffery Hildebrand,jeffery-hildebrand,10.2,64.0,7,United States,Oil,Energy,64.0,"Oil, Self Made",8.0,2.0,"Houston, Texas",United States,Married,3.0,"Bachelor of Arts/Science, The University of Texas at Austin; Master of Science, The University of Texas at Austin",1.0,1.0,0.0,0.0,1
+171,Viktor Rashnikov,viktor-rashnikov,10.2,74.0,8,Russia,Steel,Manufacturing,74.0,"Steel, Self Made",,,"Magnitogorsk, Russia",Russia,Married,2.0,"Master of Science in Engineering, Magnitogorsk Mining and Metallurgical Institute",0.0,1.0,0.0,0.0,1
+171,Eduardo Saverin,eduardo-saverin,10.2,41.0,5,Brazil,Facebook,Technology,41.0,"Facebook, Self Made",,,"Singapore, Singapore",Brazil,Married,1.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+171,Georg Schaeffler,georg-schaeffler,10.2,58.0,6,Germany,Auto parts,Automotive,58.0,Auto parts,,,"Herzogenaurach, Germany",Germany,Divorced,4.0,,,,,,0
+171,Christy Walton,christy-walton,10.2,74.0,8,United States,Walmart,Fashion & Retail,74.0,Walmart,1.0,1.0,"Jackson, Wyoming",United States,Widowed,1.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,0
+179,Scott Farquhar,scott-farquhar,10.1,43.0,5,Australia,Software,Technology,43.0,"Software, Self Made",,,"Sydney, Australia",Australia,Married,2.0,"Bachelor of Arts/Science, University of New South Wales",1.0,0.0,0.0,0.0,1
+179,Quek Leng Chan,quek-leng-chan,10.1,81.0,9,Malaysia,"Banking, property",Diversified,82.0,"Banking, property",,,"Kuala Lumpur, Malaysia",Malaysia,Married,3.0,"LLB, Middle Temple",0.0,0.0,0.0,0.0,0
+179,Wu Yajun,wu-yajun,10.1,59.0,6,China,Real estate,Real Estate,59.0,"Real estate, Self Made",,,"Beijing, China",China,Divorced,1.0,"Bachelor of Engineering, Northwestern Polytechnical University",1.0,0.0,0.0,0.0,1
+182,Autry Stephens,autry-stephens,10.0,85.0,9,United States,Oil,Energy,85.0,"Oil, Self Made",9.0,,"Midland, Texas",United States,Married,2.0,"Master of Science, University of Texas, Austin",0.0,1.0,0.0,0.0,1
+183,Liu Yongxing,liu-yongxing,9.9,74.0,8,China,Diversified,Service,75.0,"Diversified, Self Made",,,"Shanghai, China",China,Married,1.0,,,,,,1
+184,Vinod Adani,vinod-adani,9.8,74.0,8,Cyprus,"Infrastructure, commodities",Diversified,74.0,"Infrastructure, commodities, Self Made",,,"Dubai, United Arab Emirates",Cyprus,Married,,,,,,,1
+184,Nicolas Puech,nicolas-puech,9.8,80.0,8,France,Hermes,Fashion & Retail,80.0,Hermes,,,"Martigny, Switzerland",France,,,,,,,,0
+184,"Jacques Saadé, Jr.",jacques-saade-jr,9.8,51.0,6,France,Shipping,Logistics,52.0,Shipping,,,"Marseille, France",France,,2.0,,,,,,0
+184,Rodolphe Saadé,rodolphe-saade,9.8,53.0,6,France,Shipping,Logistics,53.0,Shipping,,,"Marseille, France",France,,,"Bachelor of Arts/Science, Concordia University",1.0,0.0,0.0,0.0,0
+184,Tanya Saadé Zeenny,tanya-saade-zeenny,9.8,55.0,6,France,Shipping,Logistics,55.0,Shipping,,,"Marseille, France",France,Married,1.0,,,,,,0
+184,Melker Schorling & family,melker-schorling,9.8,75.0,8,Sweden,Investments,Finance & Investments,76.0,"Investments, Self Made",,,"Stockholm, Sweden",Sweden,Married,2.0,"Master of Business Administration, Gothenburg University",0.0,1.0,0.0,0.0,1
+190,Andrei Guriev & family,andrei-guriev-family,9.7,63.0,7,Russia,Fertilizers,Manufacturing,63.0,"Fertilizers, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master, Saint Petersburg Mining University; Bachelor of Arts/Science, State Central Institute of Physical Culture",1.0,1.0,0.0,0.0,1
+190,Michael Kim,michael-kim,9.7,59.0,6,United States,Private equity,Finance & Investments,59.0,"Private equity, Self Made",7.0,1.0,"Seoul, South Korea",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Haverford College",1.0,1.0,0.0,0.0,1
+190,Lei Jun,lei-jun,9.7,53.0,6,China,Smartphones,Technology,53.0,"Smartphones, Self Made",,,"Beijing, China",China,Married,2.0,"Bachelor of Science in Engineering, Wuhan University",1.0,0.0,0.0,0.0,1
+190,Friedhelm Loh,friedhelm-loh,9.7,76.0,8,Germany,Manufacturing,Manufacturing,77.0,Manufacturing,,,"Haiger, Germany",Germany,Married,3.0,,,,,,0
+190,Sun Piaoyang,sun-piaoyang,9.7,64.0,7,China,Pharmaceuticals,Healthcare,64.0,"Pharmaceuticals, Self Made",,,"Lianyungang, China",China,Married,1.0,"Bachelor of Arts/Science, China Pharmaceutical University; Doctorate, Nanjing University",1.0,0.0,1.0,0.0,1
+195,Rick Cohen & family,rick-cohen,9.6,70.0,7,United States,Warehouse automation,Technology,71.0,Warehouse automation,5.0,,"Keene, New Hampshire",United States,Married,3.0,,,,,,0
+195,Jin Baofang,jin-baofang,9.6,70.0,7,China,Solar panels,Energy,70.0,"Solar panels, Self Made",,,"Xingtai, China",China,Married,2.0,"Associate in Arts/Science, Hebei Broadcast and Television University",0.0,0.0,0.0,0.0,1
+195,Luo Liguo & family,luo-liguo,9.6,67.0,7,China,Chemicals,Manufacturing,67.0,"Chemicals, Self Made",,,"Ningbo, China",China,Married,2.0,,,,,,1
+195,Marijke Mars,marijke-mars,9.6,58.0,6,United States,"Candy, pet food",Food & Beverage,59.0,"Candy, pet food",2.0,,"Los Angeles, California",United States,Divorced,,"Bachelor of Arts/Science, Duke University",1.0,0.0,0.0,0.0,0
+195,Pamela Mars,pamela-mars,9.6,62.0,7,United States,"Candy, pet food",Food & Beverage,63.0,"Candy, pet food",2.0,,"Alexandria, Virginia",United States,Married,3.0,"Bachelor of Arts/Science, Vassar College",1.0,0.0,0.0,0.0,0
+195,Valerie Mars,valerie-mars,9.6,64.0,7,United States,"Candy, pet food",Food & Beverage,64.0,"Candy, pet food",2.0,,"New York, New York",United States,Married,2.0,"Master of Business Administration, Columbia University; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,0
+195,Victoria Mars,victoria-mars,9.6,66.0,7,United States,"Candy, pet food",Food & Beverage,66.0,"Candy, pet food",2.0,,"Philadelphia, Pennsylvania",United States,Married,4.0,"Master of Business Administration, University of Pennsylvania, The Wharton School; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,0
+202,Vincent Bolloré & family,vincent-bollore,9.5,71.0,8,France,Investments,Finance & Investments,71.0,Investments,,,"Paris, France",France,Married,4.0,"LLB, Universite Paris X Nanterre",0.0,0.0,0.0,0.0,0
+202,Jim Pattison,jim-pattison,9.5,94.0,10,Canada,Diversified,Diversified,94.0,"Diversified, Self Made",,,"Vancouver, Canada",Canada,Married,3.0,,,,,,1
+204,Ernesto Bertarelli,ernesto-bertarelli,9.4,57.0,6,Switzerland,"Biotech, investments",Healthcare,57.0,"Biotech, investments",,,"Gstaad, Switzerland",Switzerland,Divorced,3.0,"Bachelor of Arts/Science, Babson College; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,0
+204,Wang Xing,wang-xing,9.4,44.0,5,China,E-commerce,Technology,44.0,"E-commerce, Self Made",,,"Beijing, China",China,,,"Graduate, Tsinghua University",0.0,0.0,0.0,0.0,1
+206,Brian Chesky,brian-chesky,9.3,41.0,5,United States,Airbnb,Technology,41.0,"Airbnb, Self Made",8.0,1.0,"San Francisco, California",United States,Single,,"Bachelor of Arts/Science, Rhode Island School of Design",1.0,0.0,0.0,0.0,1
+206,James Dyson,james-dyson,9.3,75.0,8,United Kingdom,Vacuums,Manufacturing,76.0,"Vacuums, Self Made",,,"Gloucestershire, United Kingdom",United Kingdom,Married,3.0,,,,,,1
+208,Roman Abramovich & family,roman-abramovich,9.2,56.0,6,Russia,"Steel, investments",Diversified,56.0,"Steel, investments, Self Made",,,"Moscow, Russia",Russia,Married,7.0,"Master, Moscow State Law Academy",0.0,1.0,0.0,0.0,1
+208,Antonia Ax:son Johnson & family,antonia-axson-johnson,9.2,79.0,8,Sweden,Diversified,Diversified,79.0,Diversified,,,"Stockholm, Sweden",Sweden,Married,4.0,"Master of Arts, University of Stockholm",0.0,1.0,0.0,0.0,0
+208,Daniel Kretinsky,daniel-kretinsky,9.2,47.0,5,Czech Republic,"Energy, investments",Energy,48.0,"Energy, investments, Self Made",,,"Prague, Czech Republic",Czech Republic,In Relationship,1.0,"Law Degree, Masaryk University",0.0,0.0,0.0,0.0,1
+208,John Malone,john-malone,9.2,82.0,9,United States,Cable television,Media & Entertainment,82.0,"Cable television, Self Made",8.0,3.0,"Elizabeth, Colorado",United States,Married,2.0,"Doctorate, Johns Hopkins University; Master of Science, Johns Hopkins University; Bachelor of Arts/Science, Yale University",1.0,1.0,1.0,0.0,1
+208,Azim Premji,azim-premji,9.2,77.0,8,India,Software services,Technology,78.0,Software services,,,"Bangalore, India",India,Married,2.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,0
+208,Charles Schwab,charles-schwab,9.2,85.0,9,United States,Discount brokerage,Finance & Investments,86.0,"Discount brokerage, Self Made",8.0,3.0,"Woodside, California",United States,Married,5.0,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, Stanford University",1.0,1.0,0.0,0.0,1
+208,Eric Smidt,eric-smidt,9.2,63.0,7,United States,Hardware stores,Fashion & Retail,63.0,"Hardware stores, Self Made",10.0,1.0,"Beverly Hills, California",United States,Married,,,,,,,1
+215,David Cheriton,david-cheriton,9.0,72.0,8,Canada,Google,Technology,72.0,"Google, Self Made",,,"Palo Alto, California",Canada,Divorced,4.0,"Bachelor of Arts/Science, University of British Columbia; Doctorate, University of Waterloo; Master of Science, University of Waterloo",1.0,1.0,1.0,0.0,1
+215,Ivan Glasenberg,ivan-glasenberg,9.0,66.0,7,Switzerland,Mining,Metals & Mining,66.0,"Mining, Self Made",,,"Ruschlikon, Switzerland",Switzerland,Married,2.0,"Master of Business Administration, Marshall School of Business; Bachelor of Arts/Science, University of Witwatersrand",1.0,1.0,0.0,0.0,1
+215,Alexander Otto,alexander-otto,9.0,55.0,6,Germany,Real estate,Real Estate,56.0,Real estate,,,"Hamburg, Germany",Germany,Married,,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard College",1.0,1.0,0.0,0.0,0
+215,Anthony von Mandl,anthony-von-mandl,9.0,73.0,8,Canada,Alcoholic beverages,Food & Beverage,73.0,"Alcoholic beverages, Self Made",8.0,,"Vancouver, Canada",Canada,,,"Bachelor of Arts/Science, University of British Columbia",1.0,0.0,0.0,0.0,1
+215,Wang Liping & family,wang-liping,9.0,57.0,6,China,Hydraulic machinery,Manufacturing,57.0,"Hydraulic machinery, Self Made",,,"Changzhou, China",China,Married,,,,,,,1
+220,Finn Rausing,finn-rausing,8.9,68.0,7,Sweden,Packaging,Food & Beverage,68.0,Packaging,,,"London, United Kingdom",Sweden,,,,,,,,0
+220,Jorn Rausing,jorn-rausing,8.9,63.0,7,Sweden,Packaging,Food & Beverage,63.0,Packaging,,,"Surrey, United Kingdom",Sweden,,,,,,,,0
+220,Kirsten Rausing,kirsten-rausing,8.9,70.0,7,Sweden,Packaging,Food & Beverage,71.0,Packaging,,,"Newmarket, United Kingdom",Sweden,,,,,,,,0
+223,Tatyana Bakalchuk,tatyana-bakalchuk,8.8,47.0,5,Russia,Ecommerce,Fashion & Retail,47.0,"Ecommerce, Self Made",,,"Moscow region, Russia",Russia,Married,7.0,"Bachelor of Science, State University of Management",1.0,0.0,0.0,0.0,1
+223,John Doerr,john-doerr,8.8,71.0,8,United States,Venture capital,Technology,72.0,"Venture capital, Self Made",8.0,4.0,"Woodside, California",United States,Married,2.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, Rice University; Master of Science, Rice University",1.0,1.0,0.0,0.0,1
+223,Richard Liu,richard-liu-1,8.8,49.0,5,China,E-commerce,Technology,49.0,"E-commerce, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Renmin University of China",1.0,0.0,0.0,0.0,1
+223,Dustin Moskovitz,dustin-moskovitz,8.8,38.0,4,United States,Facebook,Technology,39.0,"Facebook, Self Made",8.0,4.0,"San Francisco, California",United States,Married,,"Drop Out, Harvard University",0.0,0.0,0.0,1.0,1
+223,Pierre Omidyar,pierre-omidyar,8.8,55.0,6,United States,"EBay, PayPal",Technology,56.0,"EBay, PayPal, Self Made",8.0,4.0,"Honolulu, Hawaii",United States,Married,3.0,"Bachelor of Arts/Science, Tufts University",1.0,0.0,0.0,0.0,1
+223,Pei Zhenhua,pei-zhenhua-1,8.8,64.0,7,China,Batteries,Energy,64.0,"Batteries, Self Made",,,"Ningde, China",China,,,,,,,,1
+223,Carrie Perrodo & family,carrie-perrodo,8.8,72.0,8,France,Oil,Energy,72.0,Oil,,,"London, United Kingdom",France,Widowed,3.0,,,,,,0
+230,Chen Jianhua,chen-jianhua,8.7,52.0,6,China,Chemicals,Manufacturing,52.0,"Chemicals, Self Made",,,"Wujiang, China",China,Married,1.0,"Bachelor of Arts/Science, Nanjing Normal University",1.0,0.0,0.0,0.0,1
+230,Michael Otto,michael-otto,8.7,79.0,8,Germany,"Retail, real estate",Fashion & Retail,80.0,"Retail, real estate",,,"Hamburg, Germany",Germany,Married,2.0,"Doctorate, University of Hamburg; Doctorate, University of Munich",0.0,0.0,1.0,0.0,0
+232,Leon Black,leon-black,8.6,71.0,8,United States,Private equity,Finance & Investments,72.0,"Private equity, Self Made",8.0,2.0,"New York, New York",United States,Married,4.0,"Bachelor of Arts/Science, Dartmouth College; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+232,Graeme Hart,graeme-hart,8.6,67.0,7,New Zealand,Investments,Finance & Investments,68.0,"Investments, Self Made",,,"Auckland, New Zealand",New Zealand,Married,2.0,,,,,,1
+232,Ravi Jaipuria,ravi-jaipuria,8.6,68.0,7,India,"Soft drinks, fast food",Food & Beverage,68.0,"Soft drinks, fast food",,,"Delhi, India",India,Married,2.0,,,,,,0
+232,Hasso Plattner & family,hasso-plattner,8.6,79.0,8,Germany,Software,Technology,79.0,"Software, Self Made",,,"Heidelberg, Germany",Germany,Married,2.0,"Master of Science, University of Karlsruhe",0.0,1.0,0.0,0.0,1
+232,Carlos Alberto Sicupira & family,carlos-alberto-sicupira,8.6,75.0,8,Brazil,Beer,Food & Beverage,75.0,"Beer, Self Made",,,"St. Gallen, Switzerland",Brazil,Married,3.0,"Bachelor of Arts/Science, Universidade Federal do Rio de Janeiro",1.0,0.0,0.0,0.0,1
+232,Manuel Villar,manuel-villar,8.6,73.0,8,Philippines,Real estate,Real Estate,73.0,"Real estate, Self Made",,,"Manila, Philippines",Philippines,Married,3.0,,,,,,1
+232,Andreas von Bechtolsheim & family,andreas-von-bechtolsheim,8.6,67.0,7,Germany,Google,Technology,67.0,"Google, Self Made",,,"Palo Alto, California",Germany,Single,,"Master of Science, Carnegie Mellon University",0.0,1.0,0.0,0.0,1
+239,"Chase Coleman, III.",chase-coleman-iii,8.5,47.0,5,United States,Investments,Finance & Investments,48.0,"Investments, Self Made",7.0,2.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Williams College",1.0,0.0,0.0,0.0,1
+239,Ann Walton Kroenke,ann-walton-kroenke,8.5,74.0,8,United States,Walmart,Fashion & Retail,74.0,Walmart,1.0,1.0,"Electra, Texas",United States,Married,2.0,"Registered Nurse, Lincoln University",0.0,0.0,0.0,0.0,0
+239,Li Zhenguo & family,li-zhenguo-1,8.5,55.0,6,China,Solar wafers and modules,Manufacturing,55.0,"Solar wafers and modules, Self Made",,,"Xi'an, China",China,Married,,,,,,,1
+242,Jim Kennedy,jim-kennedy,8.4,75.0,8,United States,"Media, automotive",Media & Entertainment,75.0,"Media, automotive",4.0,4.0,"Atlanta, Georgia",United States,Married,3.0,"Bachelor of Arts/Science, University of Denver",1.0,0.0,0.0,0.0,0
+242,Nicky Oppenheimer & family,nicky-oppenheimer,8.4,77.0,8,South Africa,Diamonds,Metals & Mining,78.0,Diamonds,,,"Johannesburg, South Africa",South Africa,Married,1.0,"Bachelor of Arts/Science, Oxford U Christ Church; Master of Arts, Oxford U Christ Church",1.0,1.0,0.0,0.0,0
+242,Blair Parry-Okeden,blair-parry-okeden,8.4,72.0,8,United States,"Media, automotive",Media & Entertainment,73.0,"Media, automotive",1.0,1.0,"New South Wales, Australia",United States,Divorced,2.0,"Diploma, High School; Bachelor of Arts/Science, University of Denver",1.0,0.0,0.0,0.0,0
+242,Zheng Shuliang & family,zheng-shuliang,8.4,77.0,8,China,Aluminum products,Metals & Mining,77.0,Aluminum products,,,"Binzhou, China",China,Widowed,3.0,,,,,,0
+246,John Morris,john-morris,8.3,75.0,8,United States,Sporting goods retail,Fashion & Retail,75.0,"Sporting goods retail, Self Made",9.0,2.0,"Springfield, Missouri",United States,Married,4.0,"Bachelor of Arts/Science, Drury University",1.0,0.0,0.0,0.0,1
+246,Stefano Pessina,stefano-pessina,8.3,81.0,9,Monaco,Drugstores,Fashion & Retail,82.0,Drugstores,,,"Monte Carlo, Monaco",Monaco,Married,2.0,"Bachelor of Engineering, Politecnico di Milano",1.0,0.0,0.0,0.0,0
+246,Francine von Finck & family,francine-von-finck,8.3,,0,Germany,Investments,Finance & Investments,,Investments,,,"Thurgau, Switzerland",Germany,Widowed,4.0,,,,,,0
+249,Francis Choi,francis-choi,8.2,75.0,8,Hong Kong,Real estate,Real Estate,75.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,,,,,,1
+249,German Khan,german-khan,8.2,61.0,7,Russia,"Oil, banking, telecom",Energy,61.0,"Oil, banking, telecom, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Bachelor of Arts/Science, Moscow Institute of Steel and Alloys",1.0,0.0,0.0,0.0,1
+249,Abdulsamad Rabiu,abdulsamad-rabiu,8.2,62.0,7,Nigeria,"Cement, sugar",Diversified,63.0,"Cement, sugar",,,"Lagos, Nigeria",Nigeria,Married,,,,,,,0
+249,George Roberts,george-roberts,8.2,79.0,8,United States,Private equity,Finance & Investments,79.0,"Private equity, Self Made",8.0,2.0,"Atherton, California",United States,"Widowed, Remarried",3.0,"Bachelor of Arts/Science, Claremont McKenna College; Doctor of Jurisprudence, UC Hastings",1.0,0.0,0.0,0.0,1
+249,Kushal Pal Singh,kushal-pal-singh,8.2,91.0,10,India,Real estate,Real Estate,92.0,Real estate,,,"Delhi, India",India,Widowed,3.0,"Bachelor of Arts/Science, Delhi University",1.0,0.0,0.0,0.0,0
+249,Wang Jianlin,wang-jianlin,8.2,68.0,7,China,Real estate,Real Estate,68.0,"Real estate, Self Made",,,"Beijing, China",China,Married,1.0,Liaoning University,0.0,0.0,0.0,0.0,1
+249,Yang Huiyan & family,yang-huiyan,8.2,41.0,5,China,Real estate,Real Estate,41.0,Real estate,,,"Foshan, China",China,Married,,"Bachelor of Arts/Science, Ohio State University",1.0,0.0,0.0,0.0,0
+256,Laurent Dassault,laurent-dassault,8.1,69.0,7,France,Diversified,Diversified,70.0,Diversified,,,"Paris, France",France,Married,2.0,"Associate in Arts/Science, Ecole Superieure Libre Des Sciences Commerciales Appliquees",0.0,0.0,0.0,0.0,0
+256,Thierry Dassault,thierry-dassault,8.1,66.0,7,France,Diversified,Diversified,66.0,Diversified,,,"Paris, France",France,,,,,,,,0
+256,Tilman Fertitta,tilman-fertitta,8.1,65.0,7,United States,"Houston Rockets, entertainment",Food & Beverage,66.0,"Houston Rockets, entertainment, Self Made",9.0,1.0,"Houston, Texas",United States,Married,4.0,"Drop Out, Texas Tech University; Drop Out, University of Houston",0.0,0.0,0.0,1.0,1
+256,Marie-Hélène Habert-Dassault,marie-helene-habert-dassault,8.1,58.0,6,France,Diversified,Diversified,58.0,Diversified,,,"Paris, France",France,Married,,"Master, Sciences Po",0.0,1.0,0.0,0.0,0
+256,Karel Komarek,karel-komarek,8.1,54.0,6,Czech Republic,"Oil and gas, IT, lotteries",Gambling & Casinos,54.0,"Oil and gas, IT, lotteries, Self Made",,,"Verbier, Switzerland",Czech Republic,Married,4.0,"Diploma, Hahnemann Medical College",0.0,0.0,0.0,0.0,1
+261,Nathan Blecharczyk,nathan-blecharczyk,8.0,39.0,4,United States,Airbnb,Technology,40.0,"Airbnb, Self Made",8.0,1.0,"San Francisco, California",United States,Married,2.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+261,Leonid Fedun,leonid-fedun,8.0,66.0,7,Russia,Oil,Energy,67.0,"Oil, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science, Military Academy F.E.Dzerzhinsky",0.0,1.0,0.0,0.0,1
+261,Bernard Marcus,bernard-marcus,8.0,93.0,10,United States,Home Depot,Fashion & Retail,94.0,"Home Depot, Self Made",10.0,4.0,"Atlanta, Georgia",United States,Married,3.0,"Bachelor of Arts/Science, Rutgers University",1.0,0.0,0.0,0.0,1
+261,Patrick Ryan,patrick-ryan,8.0,85.0,9,United States,Insurance,Finance & Investments,86.0,"Insurance, Self Made",8.0,2.0,"Winnetka, Illinois",United States,Married,3.0,"Bachelor of Arts/Science, Northwestern University",1.0,0.0,0.0,0.0,1
+261,Robert F. Smith,robert-f-smith,8.0,60.0,6,United States,Private equity,Finance & Investments,60.0,"Private equity, Self Made",8.0,2.0,"Austin, Texas",United States,Married,7.0,"Master of Business Administration, Columbia University; Bachelor of Arts/Science, Cornell University",1.0,1.0,0.0,0.0,1
+261,Pavel Tykac,pavel-tykac,8.0,58.0,6,Czech Republic,Coal mines,Metals & Mining,59.0,"Coal mines, Self Made",,,"Prague, Czech Republic",Czech Republic,Married,4.0,"Master, Czech Technical University, Prague",0.0,1.0,0.0,0.0,1
+261,Eric Wittouck,eric-wittouck,8.0,76.0,8,Belgium,Investments,Finance & Investments,76.0,Investments,,,Monaco,Belgium,,,,,,,,0
+268,Orlando Bravo,orlando-bravo,7.9,52.0,6,United States,Private equity,Finance & Investments,52.0,"Private equity, Self Made",8.0,1.0,"Miami Beach, Florida",United States,Married,4.0,"Bachelor of Arts/Science, Brown University; Master of Business Administration, Stanford Graduate School of Business; Doctor of Jurisprudence, Stanford University",1.0,1.0,0.0,0.0,1
+268,Ding Shizhong & family,ding-shizhong,7.9,52.0,6,China,Sports apparel,Fashion & Retail,52.0,"Sports apparel, Self Made",,,"Quanzhou, China",China,Married,2.0,"EMBA, Xiamen University",0.0,0.0,0.0,0.0,1
+268,Nancy Walton Laurie,nancy-walton-laurie,7.9,71.0,8,United States,Walmart,Fashion & Retail,72.0,Walmart,1.0,1.0,"Henderson, Nevada",United States,Married,1.0,"Bachelor of Arts/Science, University of Memphis",1.0,0.0,0.0,0.0,0
+268,Jay Y. Lee,jay-y-lee,7.9,54.0,6,South Korea,Samsung,Technology,55.0,Samsung,,,"Seoul, South Korea",South Korea,Divorced,2.0,"Master of Business Administration, Keio University; Bachelor of Arts/Science, Seoul National University",1.0,1.0,0.0,0.0,0
+268,Ramzi Musallam,ramzi-musallam,7.9,54.0,6,United States,Private equity,Finance & Investments,54.0,"Private equity, Self Made",6.0,,"New York, New York",United States,,,"Bachelor of Arts/Science, Colgate University; Master of Business Administration, University of Chicago Booth School of Business",1.0,1.0,0.0,0.0,1
+268,David Shaw,david-shaw,7.9,72.0,8,United States,Hedge funds,Finance & Investments,72.0,"Hedge funds, Self Made",8.0,1.0,"New York, New York",United States,Married,3.0,"Doctorate, Stanford University; Bachelor of Arts/Science, University of California, San Diego",1.0,0.0,1.0,0.0,1
+268,Andrei Skoch & family,andrei-skoch-family,7.9,57.0,6,Russia,Metals and mining,Metals & Mining,57.0,"Metals and mining, Self Made",,,"Moscow, Russia",Russia,Single,10.0,State Central Institute of Physical Culture,0.0,0.0,0.0,0.0,1
+268,Georg Stumpf,georg-stumpf,7.9,50.0,5,Austria,"Real estate, construction",Diversified,50.0,"Real estate, construction, Self Made",,,"Vienna, Austria",Austria,In Relationship,,,,,,,1
+276,Rocco Commisso,rocco-commisso,7.8,73.0,8,United States,Telecom,Telecom,73.0,"Telecom, Self Made",10.0,1.0,"Saddle River, New Jersey",United States,Married,2.0,"Bachelor of Arts/Science, Columbia University; Master of Business Administration, Columbia University",1.0,1.0,0.0,0.0,1
+276,Li Shuirong,li-shuirong,7.8,66.0,7,China,Petrochemicals,Manufacturing,67.0,"Petrochemicals, Self Made",,,"Hangzhou, China",China,Married,1.0,,,,,,1
+276,Lin Shu-hong,lin-shu-hong,7.8,94.0,10,Taiwan,Petrochemicals,Manufacturing,95.0,"Petrochemicals, Self Made",,,"Taipei, Taiwan",Taiwan,Married,4.0,National Taipei University of Technology,0.0,0.0,0.0,0.0,1
+276,Qi Shi & family,qi-shi,7.8,53.0,6,China,Financial information,Technology,53.0,"Financial information, Self Made",,,"Shanghai, China",China,,,"EMBA, Fudan University; Bachelor of Arts/Science, Shanghai Jiaotong University",1.0,0.0,0.0,0.0,1
+276,Yao Liangsong,yao-liangsong,7.8,58.0,6,China,Furniture,Manufacturing,59.0,"Furniture, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+276,Zhang Congyuan,zhang-congyuan,7.8,75.0,8,Taiwan,Shoes,Fashion & Retail,75.0,"Shoes, Self Made",,,"Taoyuan, Taiwan",Taiwan,Married,,,,,,,1
+282,Jean-Michel Besnier,jean-michel-besnier,7.7,55.0,6,France,Cheese,Food & Beverage,56.0,Cheese,,,"Laval, France",France,,,,,,,,0
+282,Marie Besnier Beauvalot,marie-besnier-beauvalot,7.7,42.0,5,France,Cheese,Food & Beverage,43.0,Cheese,,,"Laval, France",France,Married,,,,,,,0
+282,David Geffen,david-geffen,7.7,80.0,8,United States,"Movies, record labels",Media & Entertainment,80.0,"Movies, record labels, Self Made",9.0,3.0,"Beverly Hills, California",United States,Single,,"Drop Out, The University of Texas at Austin",0.0,0.0,0.0,1.0,1
+282,Robin Li,robin-li,7.7,54.0,6,China,Internet search,Technology,54.0,"Internet search, Self Made",,,"Beijing, China",China,Married,4.0,"Bachelor of Arts/Science, Peking University; Master of Arts, University at Buffalo",1.0,1.0,0.0,0.0,1
+282,Liu Yonghao & family,liu-yonghao,7.7,71.0,8,China,Agribusiness,Service,71.0,"Agribusiness, Self Made",,,"Chengdu, China",China,Married,2.0,,,,,,1
+282,Henry Samueli,henry-samueli,7.7,68.0,7,United States,Semiconductors,Technology,68.0,"Semiconductors, Self Made",9.0,2.0,"Newport Beach, California",United States,Married,3.0,"Bachelor of Arts/Science, University of California, Los Angeles; Doctorate, University of California, Los Angeles; Master of Science, University of California, Los Angeles",1.0,1.0,1.0,0.0,1
+282,Reinhold Schmieding,reinhold-schmieding,7.7,68.0,7,United States,Medical devices,Healthcare,68.0,"Medical devices, Self Made",8.0,,"Naples, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Michigan State University",1.0,0.0,0.0,0.0,1
+282,Ivar Tollefsen,ivar-tollefsen,7.7,61.0,7,Norway,Real estate,Real Estate,62.0,"Real estate, Self Made",,,"Oslo, Norway",Norway,,,,,,,,1
+290,Cao Renxian,cao-renxian,7.6,54.0,6,China,Photovoltaic equipment,Energy,55.0,"Photovoltaic equipment, Self Made",,,"Hefei, China",China,Married,,,,,,,1
+290,Hasmukh Chudgar & family,hasmukh-chudgar,7.6,89.0,9,India,Pharmaceuticals,Healthcare,89.0,"Pharmaceuticals, Self Made",,,"Ahmedabad, India",India,Married,3.0,,,,,,1
+290,Andrew Currie,andrew-currie,7.6,67.0,7,United Kingdom,Chemicals,Manufacturing,67.0,"Chemicals, Self Made",,,"London, United Kingdom",United Kingdom,,,"Bachelor of Arts/Science, Cambridge University",1.0,0.0,0.0,0.0,1
+290,Joe Gebbia,joe-gebbia,7.6,41.0,5,United States,Airbnb,Technology,42.0,"Airbnb, Self Made",8.0,1.0,"Austin, Texas",United States,In Relationship,,"Bachelor of Arts/Science, Rhode Island School of Design",1.0,0.0,0.0,0.0,1
+290,Philip Ng,philip-ng,7.6,64.0,7,Singapore,Real Estate,Real Estate,64.0,Real Estate,,,"Singapore, Singapore",Singapore,,,"Bachelor of Science in Engineering, Kings College London; Masters of Science in Technology, Massachusetts Institute of Technology (MIT)",1.0,1.0,0.0,0.0,0
+290,John Reece,john-reece,7.6,66.0,7,United Kingdom,Chemicals,Manufacturing,66.0,"Chemicals, Self Made",,,"London, United Kingdom",United Kingdom,,,"Bachelor of Arts/Science, Cambridge University",1.0,0.0,0.0,0.0,1
+290,Leonard Stern,leonard-stern,7.6,85.0,9,United States,Real estate,Real Estate,85.0,Real estate,5.0,1.0,"New York, New York",United States,Married,3.0,"Master of Business Administration, Leonard N. Stern School of Business; Bachelor of Arts/Science, New York University",1.0,1.0,0.0,0.0,0
+290,Joseph Tsai,joseph-tsai,7.6,59.0,6,Canada,E-commerce,Technology,59.0,"E-commerce, Self Made",,,"Hong Kong, Hong Kong",Canada,Married,3.0,"Bachelor of Arts/Science, Yale University; Doctor of Jurisprudence, Yale University",1.0,0.0,0.0,0.0,1
+290,Zhong Huijuan,zhong-huijuan,7.6,62.0,7,China,Pharmaceuticals,Healthcare,62.0,"Pharmaceuticals, Self Made",,,"Shanghai, China",China,Married,,"Bachelor of Science, Jiangsu Normal University; EMBA, Nanjing University",1.0,0.0,0.0,0.0,1
+299,Arthur Blank,arthur-blank,7.5,80.0,8,United States,Home Depot,Sports,80.0,"Home Depot, Self Made",9.0,3.0,"Atlanta, Georgia",United States,Divorced,6.0,"Bachelor of Arts/Science, Babson College",1.0,0.0,0.0,0.0,1
+299,Charles Butt,charles-butt,7.5,85.0,9,United States,Supermarkets,Fashion & Retail,85.0,Supermarkets,5.0,3.0,"San Antonio, Texas",United States,Single,,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,0
+299,Ding Shijia,ding-shijia,7.5,59.0,6,China,Sports apparel,Fashion & Retail,59.0,"Sports apparel, Self Made",,,"Quanzhou, China",China,Married,,,,,,,1
+299,"Paul Tudor Jones, II.",paul-tudor-jones-ii,7.5,68.0,7,United States,Hedge funds,Finance & Investments,68.0,"Hedge funds, Self Made",7.0,1.0,"Palm Beach, Florida",United States,Married,4.0,"Bachelor of Arts/Science, University of Virginia",1.0,0.0,0.0,0.0,1
+299,Henry Kravis,henry-kravis,7.5,79.0,8,United States,Private equity,Finance & Investments,79.0,"Private equity, Self Made",8.0,2.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Claremont McKenna College; Master of Business Administration, Columbia Business School",1.0,1.0,0.0,0.0,1
+299,Zhang Yong,zhang-yong-1,7.5,52.0,6,Singapore,Restaurants,Food & Beverage,53.0,"Restaurants, Self Made",,,"Singapore, Singapore",Singapore,Married,,,,,,,1
+305,James Goodnight,james-goodnight,7.4,80.0,8,United States,Software,Technology,80.0,"Software, Self Made",8.0,1.0,"Cary, North Carolina",United States,Married,3.0,"Bachelor of Arts/Science, North Carolina State University; Doctorate, North Carolina State University; Master of Science, North Carolina State University",1.0,1.0,1.0,0.0,1
+305,Sri Prakash Lohia,sri-prakash-lohia,7.4,70.0,7,Indonesia,Petrochemicals,Manufacturing,71.0,Petrochemicals,,,"London, United Kingdom",Indonesia,Married,2.0,"Bachelor of Arts/Science, Delhi University",1.0,0.0,0.0,0.0,0
+305,Ma Jianrong & family,ma-jianrong,7.4,59.0,6,China,"Textiles, apparel",Fashion & Retail,59.0,"Textiles, apparel, Self Made",,,"Ningbo, China",China,Married,,,,,,,1
+305,Robert Ng,robert-ng,7.4,71.0,8,Singapore,Real estate,Real Estate,71.0,Real estate,,,"Singapore, Singapore",Singapore,Married,,"Law Degree, Middle Temple",0.0,0.0,0.0,0.0,0
+305,Steven Rales,steven-rales,7.4,72.0,8,United States,"Manufacturing, investments",Manufacturing,72.0,"Manufacturing, investments, Self Made",7.0,1.0,"Santa Barbara, California",United States,Married,3.0,"Law Degree, American University; Bachelor of Arts/Science, DePauw University",1.0,0.0,0.0,0.0,1
+305,Nassef Sawiris,nassef-sawiris,7.4,62.0,7,Egypt,"Construction, investments",Construction & Engineering,62.0,"Construction, investments",,,"Cairo, Egypt",Egypt,Married,4.0,"Bachelor of Arts/Science, University of Chicago",1.0,0.0,0.0,0.0,0
+305,Harry Stine,harry-stine,7.4,81.0,9,United States,Agriculture,Food & Beverage,81.0,"Agriculture, Self Made",10.0,1.0,"Adel, Iowa",United States,Married,4.0,,,,,,1
+312,Benu Gopal Bangur,benu-gopal-bangur,7.3,91.0,10,India,Cement,Manufacturing,92.0,Cement,,,"Kolkata, India",India,Widowed,2.0,"Bachelor of Arts/Science, Calcutta University",1.0,0.0,0.0,0.0,0
+312,Iskander Makhmudov,iskander-makhmudov,7.3,59.0,6,Russia,"Mining, metals, machinery",Metals & Mining,59.0,"Mining, metals, machinery, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Master of Arts/Science, Tashkent State University",0.0,1.0,0.0,0.0,1
+312,Anders Holch Povlsen,anders-holch-povlsen,7.3,50.0,5,Denmark,Fashion retail,Fashion & Retail,50.0,Fashion retail,,,"Aarhus, Denmark",Denmark,Married,4.0,,,,,,0
+312,Enrique Razon Jr.,enrique-razon-jr,7.3,63.0,7,Philippines,Ports,Logistics,63.0,Ports,,,"Manila, Philippines",Philippines,Married,2.0,,,,,,0
+312,Wang Laichun,wang-laichun,7.3,55.0,6,China,Electronics components,Technology,56.0,"Electronics components, Self Made",,,"Shenzhen, China",China,Married,,"EMBA, Tsinghua University",0.0,0.0,0.0,0.0,1
+317,Arthur Dantchik,arthur-dantchik,7.2,65.0,7,United States,"Trading, investments",Finance & Investments,65.0,"Trading, investments, Self Made",8.0,2.0,"Gladwyne, Pennsylvania",United States,Single,,"Bachelor of Science, SUNY Binghamton",1.0,0.0,0.0,0.0,1
+317,Terry Gou,terry-gou,7.2,72.0,8,Taiwan,Electronics,Technology,72.0,"Electronics, Self Made",,,"Taipei, Taiwan",Taiwan,"Widowed, Remarried",5.0,Taipei University of Marine Technology,0.0,0.0,0.0,0.0,1
+317,Jeff Greene,jeff-greene,7.2,68.0,7,United States,"Real estate, investments",Real Estate,68.0,"Real estate, investments, Self Made",10.0,1.0,"Palm Beach, Florida",United States,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, Johns Hopkins University",1.0,1.0,0.0,0.0,1
+317,Don Hankey,don-hankey,7.2,79.0,8,United States,Auto loans,Finance & Investments,80.0,"Auto loans, Self Made",7.0,1.0,"Malibu, California",United States,Married,4.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,1
+317,Richard Kinder,richard-kinder,7.2,78.0,8,United States,Pipelines,Energy,78.0,"Pipelines, Self Made",8.0,3.0,"Houston, Texas",United States,Married,1.0,"Bachelor of Arts/Science, University of Missouri; Doctor of Jurisprudence, University of Missouri",1.0,0.0,0.0,0.0,1
+317,Guillaume Pousaz,guillaume-pousaz,7.2,41.0,5,Switzerland,Fintech,Finance & Investments,42.0,"Fintech, Self Made",,,"Dubai, United Arab Emirates",Switzerland,Married,3.0,,,,,,1
+317,Takahisa Takahara,takahisa-takahara,7.2,61.0,7,Japan,Personal care goods,Fashion & Retail,62.0,personal care goods,,,"Tokyo, Japan",Japan,,,,,,,,0
+317,Zong Qinghou,zong-qinghou,7.2,77.0,8,China,Beverages,Food & Beverage,77.0,"Beverages, Self Made",,,"Hangzhou, China",China,Married,1.0,,,,,,1
+325,Judy Faulkner,judy-faulkner,7.1,79.0,8,United States,Healthcare software,Technology,80.0,"Healthcare software, Self Made",8.0,1.0,"Madison, Wisconsin",United States,Married,3.0,"Bachelor of Arts/Science, Dickinson College; Master of Science, University of Wisconsin",1.0,1.0,0.0,0.0,1
+325,Johann Graf,johann-graf,7.1,76.0,8,Austria,Gambling,Gambling & Casinos,76.0,"Gambling, Self Made",,,"Vienna, Austria",Austria,Divorced,3.0,,,,,,1
+325,Tamara Gustavson,tamara-gustavson,7.1,61.0,7,United States,Self storage,Service,61.0,Self storage,2.0,1.0,"Lexington, Kentucky",United States,Married,2.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+325,Liang Wengen,liang-wengen,7.1,66.0,7,China,Construction equipment,Manufacturing,66.0,"Construction equipment, Self Made",,,"Changsha, China",China,Married,1.0,"Bachelor of Arts/Science, Central South University",1.0,0.0,0.0,0.0,1
+325,Frederik Paulsen,frederik-paulsen,7.1,72.0,8,Sweden,Health care,Healthcare,72.0,Health care,,,"Lausanne, Switzerland",Sweden,Divorced,3.0,,,,,,0
+325,Wee Cho Yaw,wee-cho-yaw,7.1,94.0,10,Singapore,Banking,Finance & Investments,94.0,Banking,,,"Singapore, Singapore",Singapore,Married,5.0,,,,,,0
+325,Zhang Hejun,zhang-hejun,7.1,71.0,8,China,Electronics,Manufacturing,71.0,"Electronics, Self Made",,,"Ningbo, China",China,,,,,,,,1
+332,Marc Benioff,marc-benioff,7.0,58.0,6,United States,Business software,Technology,58.0,"Business software, Self Made",8.0,2.0,"San Francisco, California",United States,Married,2.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,1
+332,Dmitri Bukhman,dmitri-bukhman,7.0,37.0,4,Israel,Online games,Media & Entertainment,38.0,"Online games, Self Made",,,"London, United Kingdom",Israel,Married,3.0,"Master of Science, Vologda State Pedagogical University",0.0,1.0,0.0,0.0,1
+332,Igor Bukhman,igor-bukhman,7.0,41.0,5,Israel,Online games,Media & Entertainment,41.0,"Online games, Self Made",,,"London, United Kingdom",Israel,Married,4.0,"Master of Science, Vologda State Pedagogical University",0.0,1.0,0.0,0.0,1
+332,Jack Dangermond,jack-dangermond,7.0,77.0,8,United States,Mapping software,Technology,78.0,"Mapping software, Self Made",8.0,2.0,"Redlands, California",United States,Married,,"Bachelor of Arts/Science, California State Polytechnical University; Master of Science, Harvard University; Master of Science, University of Minnesota",1.0,1.0,0.0,0.0,1
+332,Ashwin Dani & family,ashwin-dani,7.0,80.0,8,India,Paints,Manufacturing,80.0,Paints,,,"Mumbai, India",India,Married,3.0,"Master of Science, University of Akron; Bachelor of Arts/Science, University of Mumbai",1.0,1.0,0.0,0.0,0
+332,Ralph Lauren,ralph-lauren,7.0,83.0,9,United States,Apparel,Fashion & Retail,83.0,"Apparel, Self Made",9.0,1.0,"New York, New York",United States,Married,3.0,"Drop Out, City University of New York City College; Diploma, High School",0.0,0.0,0.0,1.0,1
+332,Law Kar Po,law-kar-po,7.0,74.0,8,Hong Kong,Real estate,Real Estate,75.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,,,,,,0
+332,Rohiqa Cyrus Mistry,rohiqa-cyrus-mistry,7.0,55.0,6,India,Diversified,Diversified,56.0,Diversified,,,"Mumbai, India",India,Widowed,2.0,,,,,,0
+332,Shapoor Mistry,shapoor-mistry-1,7.0,58.0,6,Ireland,Diversified,Diversified,58.0,Diversified,,,"Mumbai, India",Ireland,Married,,,,,,,0
+332,J. Christopher Reyes,j-christopher-reyes,7.0,69.0,7,United States,Food distribution,Food & Beverage,69.0,"Food distribution, Self Made",8.0,1.0,"Hobe Sound, Florida",United States,Married,4.0,"Bachelor of Arts/Science, University of Maryland",1.0,0.0,0.0,0.0,1
+332,Jude Reyes,jude-reyes,7.0,67.0,7,United States,Food distribution,Food & Beverage,67.0,"Food distribution, Self Made",8.0,1.0,"Palm Beach, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Wofford College",1.0,0.0,0.0,0.0,1
+332,Don Vultaggio & family,don-vultaggio,7.0,71.0,8,United States,Beverages,Food & Beverage,71.0,"Beverages, Self Made",10.0,1.0,"Port Washington, New York",United States,Married,2.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+344,Alejandro Bailleres Gual & family,alejandro-bailleres-gual,6.9,62.0,7,Mexico,Diversified,Diversified,62.0,Diversified,,,Mexico,Mexico,,,,,,,,0
+344,Edythe Broad & family,edythe-broad,6.9,87.0,9,United States,"Homebuilding, insurance",Diversified,87.0,"Homebuilding, insurance",1.0,,"Los Angeles, California",United States,Widowed,2.0,,,,,,0
+344,Pauline MacMillan Keinath,pauline-macmillan-keinath,6.9,89.0,9,United States,Cargill,Food & Beverage,89.0,Cargill,1.0,1.0,"St. Louis, Missouri",United States,Married,4.0,,,,,,0
+344,Philippe Laffont,philippe-laffont,6.9,55.0,6,United States,Hedge fund,Finance & Investments,55.0,"Hedge fund, Self Made",8.0,1.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Master of Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,1
+344,Liu Jincheng & family,liu-jincheng,6.9,58.0,6,China,Lithium batteries,Technology,58.0,"Lithium batteries, Self Made",,,"Huizhou, China",China,Married,,"Doctorate, South China University of Technology; Bachelor of Arts/Science, University of Electronic Science and Technology of China; Master of Science, Wuhan University",1.0,1.0,1.0,0.0,1
+344,Igor Olenicoff,igor-olenicoff,6.9,80.0,8,United States,Real estate,Real Estate,80.0,"Real estate, Self Made",10.0,1.0,"Lighthouse Point, Florida",United States,Married,2.0,"Bachelor of Arts/Science, University of Southern California; Master of Business Administration, University of Southern California; Master of Science, University of Southern California",1.0,1.0,0.0,0.0,1
+344,Sandra Ortega Mera,sandra-ortega-mera,6.9,54.0,6,Spain,Zara,Fashion & Retail,55.0,Zara,,,"La Coruna, Spain",Spain,Married,3.0,,,,,,0
+344,Ronda Stryker,ronda-stryker,6.9,68.0,7,United States,Medical equipment,Healthcare,69.0,Medical equipment,2.0,3.0,"Portage, Michigan",United States,Married,3.0,"Bachelor of Arts/Science, University of Northern Colorado; Master of Arts, Western Michigan University",1.0,1.0,0.0,0.0,0
+352,Dannine Avara,dannine-avara,6.8,59.0,6,United States,Pipelines,Energy,59.0,Pipelines,1.0,1.0,"Houston, Texas",United States,Married,,,,,,,0
+352,Silvio Berlusconi & family,silvio-berlusconi,6.8,86.0,9,Italy,Media,Diversified,,"Media, Self Made",,,,Italy,,5.0,"Doctor of Jurisprudence, University of Milan",0.0,0.0,0.0,0.0,1
+352,Denise Coates,denise-coates,6.8,55.0,6,United Kingdom,Online gambling,Gambling & Casinos,55.0,"Online gambling, Self Made",,,"Stoke-on-Trent, United Kingdom",United Kingdom,Married,5.0,,,,,,1
+352,Scott Duncan,scott-duncan,6.8,40.0,4,United States,Pipelines,Energy,40.0,Pipelines,1.0,1.0,"Houston, Texas",United States,Single,,Houston Community College,0.0,0.0,0.0,0.0,0
+352,Milane Frantz,milane-frantz,6.8,53.0,6,United States,Pipelines,Energy,54.0,Pipelines,1.0,1.0,"Houston, Texas",United States,Married,,"Master of Arts, University of Houston",0.0,1.0,0.0,0.0,0
+352,"Edward Johnson, IV.",edward-johnson-iv,6.8,58.0,6,United States,Fidelity,Finance & Investments,58.0,Fidelity,2.0,2.0,"Boston, Massachusetts",United States,,,"Bachelor of Arts/Science, Northeastern University",1.0,0.0,0.0,0.0,0
+352,Yuri Milner,yuri-milner,6.8,61.0,7,Israel,Tech investments,Finance & Investments,61.0,"Tech investments, Self Made",,,"Los Altos, California",Israel,Married,3.0,"Master of Science, Moscow State University; Drop Out, University of Pennsylvania, The Wharton School",0.0,1.0,0.0,1.0,1
+352,Gordon Moore,gordon-moore,6.8,94.0,10,United States,Intel,Technology,,"Intel, Self Made",8.0,5.0,,United States,,2.0,"Doctorate, California Institute of Technology; Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,1.0,0.0,1
+352,John Overdeck,john-overdeck,6.8,53.0,6,United States,Hedge funds,Finance & Investments,53.0,"Hedge funds, Self Made",8.0,2.0,"Millburn, New Jersey",United States,Married,3.0,"Bachelor of Arts/Science, Stanford University; Master of Science, Stanford University",1.0,1.0,0.0,0.0,1
+352,David Siegel,david-siegel-1,6.8,61.0,7,United States,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",8.0,2.0,"Scarsdale, New York",United States,Married,,"Ph.D, Massachusetts Institute of Technology; Bachelor of Arts/Science, Princeton University",1.0,0.0,0.0,0.0,1
+352,Viktor Vekselberg,viktor-vekselberg,6.8,65.0,7,Russia,"Metals, investments",Diversified,66.0,"Metals, investments, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science, Moscow State University of Railway Engineering",0.0,1.0,0.0,0.0,1
+352,Wang Laisheng,wang-laisheng,6.8,58.0,6,China,Electronics components,Technology,58.0,"Electronics components, Self Made",,,"Shenzhen, China",China,,1.0,,,,,,1
+352,Randa Duncan Williams,randa-duncan-williams,6.8,61.0,7,United States,Pipelines,Energy,61.0,Pipelines,3.0,1.0,"Houston, Texas",United States,Married,1.0,"Bachelor of Arts/Science, Rice University; Doctor of Jurisprudence, University of Houston",1.0,0.0,0.0,0.0,0
+365,Ken Fisher,ken-fisher,6.7,72.0,8,United States,Money management,Finance & Investments,72.0,"Money management, Self Made",8.0,1.0,"Dallas, Texas",United States,Married,3.0,"Bachelor of Arts/Science, Humboldt State University",1.0,0.0,0.0,0.0,1
+365,Christopher Hohn,christopher-hohn,6.7,56.0,6,United Kingdom,Hedge funds,Finance & Investments,56.0,"Hedge funds, Self Made",,,"London, United Kingdom",United Kingdom,Divorced,,"Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,1
+365,Kjeld Kirk Kristiansen,kjeld-kirk-kristiansen,6.7,75.0,8,Denmark,Lego,Manufacturing,75.0,Lego,,,"Billund, Denmark",Denmark,Married,3.0,"Bachelor of Arts/Science, Aarhus Business School; Master of Business Administration, International Institute for Management and Development",1.0,1.0,0.0,0.0,0
+365,Sofie Kirk Kristiansen,sofie-kirk-kristiansen,6.7,47.0,5,Denmark,Lego,Manufacturing,47.0,Lego,,,"Billund, Denmark",Denmark,,,,,,,,0
+365,Thomas Kirk Kristiansen,thomas-kirk-kristiansen,6.7,44.0,5,Denmark,Lego,Manufacturing,44.0,Lego,,,"Billund, Denmark",Denmark,,,,,,,,0
+365,Massimiliana Landini Aleotti & family,massimiliana-landini-aleotti,6.7,80.0,8,Italy,Pharmaceuticals,Healthcare,80.0,Pharmaceuticals,,,"Fiesole, Italy",Italy,Widowed,2.0,,,,,,0
+365,Li Ping,li-ping-1,6.7,55.0,6,Hong Kong,Batteries,Automotive,55.0,"Batteries, Self Made",,,"Ningde, China",Hong Kong,,,"EMBA, China Europe International Business School; Bachelor of Arts/Economics, Fudan University",1.0,0.0,0.0,0.0,1
+365,Lin Jianhua,lin-jianhua,6.7,60.0,6,China,Solar panel components,Manufacturing,61.0,"Solar panel components, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+365,Magdalena Martullo-Blocher,magdalena-martullo-blocher,6.7,54.0,6,Switzerland,Chemicals,Manufacturing,54.0,Chemicals,,,"Feldmeilen, Switzerland",Switzerland,Married,3.0,,,,,,0
+365,Xavier Niel,xavier-niel,6.7,55.0,6,France,"Internet, telecom",Telecom,56.0,"Internet, telecom, Self Made",,,"Paris, France",France,Single,3.0,,,,,,1
+365,Terrence Pegula,terrence-pegula,6.7,72.0,8,United States,Natural gas,Energy,72.0,"Natural gas, Self Made",9.0,2.0,"Boca Raton, Florida",United States,Married,5.0,"Bachelor of Science in Engineering, Pennsylvania State University",1.0,0.0,0.0,0.0,1
+365,"Edward Roski, Jr.",edward-roski-jr,6.7,84.0,9,United States,Real estate,Real Estate,84.0,Real estate,5.0,1.0,"Los Angeles, California",United States,Widowed,3.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+365,John A. Sobrato & family,john-a-sobrato,6.7,83.0,9,United States,Real estate,Real Estate,84.0,"Real estate, Self Made",7.0,4.0,"Atherton, California",United States,Married,3.0,"Bachelor of Arts/Science, Santa Clara University",1.0,0.0,0.0,0.0,1
+365,George Soros,george-soros,6.7,92.0,10,United States,Hedge funds,Finance & Investments,93.0,"Hedge funds, Self Made",10.0,5.0,"Katonah, New York",United States,Married,5.0,"Bachelor of Arts/Science, London School of Economics",1.0,0.0,0.0,0.0,1
+365,David Sun,david-sun,6.7,71.0,8,United States,Computer hardware,Technology,71.0,"Computer hardware, Self Made",10.0,1.0,"Irvine, California",United States,Married,2.0,"Bachelor of Engineering, Tatung University",1.0,0.0,0.0,0.0,1
+365,Agnete Kirk Thinggaard,agnete-kirk-thinggaard,6.7,39.0,4,Denmark,Lego,Manufacturing,40.0,Lego,,,"Billund, Denmark",Denmark,,,,,,,,0
+365,John Tu,john-tu,6.7,81.0,9,United States,Computer hardware,Technology,82.0,"Computer hardware, Self Made",9.0,1.0,"Rolling Hills, California",United States,Married,2.0,"Bachelor of Arts/Science, Technische Universität Darmstadt",1.0,0.0,0.0,0.0,1
+365,Xu Shihui,xu-shihui,6.7,65.0,7,China,"Snacks, beverages",Food & Beverage,65.0,"Snacks, beverages, Self Made",,,"Quanzhou, China",China,Married,2.0,,,,,,1
+383,Rahel Blocher,rahel-blocher,6.6,47.0,5,Switzerland,Chemicals,Manufacturing,47.0,Chemicals,,,"Wilen bei Wollerau, Switzerland",Switzerland,,,,,,,,0
+383,Bubba Cathy,bubba-cathy,6.6,68.0,7,United States,Chick-fil-A,Food & Beverage,69.0,Chick-fil-A,4.0,1.0,"Atlanta, Georgia",United States,Married,6.0,"Bachelor of Arts/Science, Samford University",1.0,0.0,0.0,0.0,0
+383,Dan Cathy,dan-cathy,6.6,70.0,7,United States,Chick-fil-A,Food & Beverage,70.0,Chick-fil-A,4.0,1.0,"Atlanta, Georgia",United States,Married,2.0,"Bachelor of Arts/Science, Georgia Southern University",1.0,0.0,0.0,0.0,0
+383,Trudy Cathy White,trudy-cathy-white,6.6,67.0,7,United States,Chick-fil-A,Food & Beverage,67.0,Chick-fil-A,2.0,1.0,"Hampton, Georgia",United States,Married,4.0,"Bachelor of Arts/Science, Samford University",1.0,0.0,0.0,0.0,0
+383,Bruce Kovner,bruce-kovner,6.6,78.0,8,United States,Hedge funds,Finance & Investments,78.0,"Hedge funds, Self Made",9.0,2.0,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+383,"Henry Nicholas, III.",henry-nicholas-iii,6.6,63.0,7,United States,Semiconductors,Technology,63.0,"Semiconductors, Self Made",8.0,1.0,"Newport Coast, California",United States,Divorced,3.0,"Bachelor of Arts/Science, University of California, Los Angeles; Doctorate, University of California, Los Angeles; Master of Science, University of California, Los Angeles",1.0,1.0,1.0,0.0,1
+383,Nadia Thiele,nadia-thiele,6.6,47.0,5,Germany,Investments,Finance & Investments,47.0,Investments,,,"Munich, Germany",Germany,Widowed,1.0,,,,,,0
+390,David Bonderman,david-bonderman,6.5,80.0,8,United States,Private equity,Finance & Investments,80.0,"Private equity, Self Made",7.0,2.0,"Fort Worth, Texas",United States,Married,5.0,"Doctor of Jurisprudence, Harvard University; Bachelor of Arts/Science, University of Washington",1.0,0.0,0.0,0.0,1
+390,Melinda French Gates,melinda-french-gates,6.5,58.0,6,United States,Microsoft,Technology,59.0,Microsoft,2.0,5.0,"Medina, Washington",United States,Divorced,3.0,"Bachelor of Arts/Science, Duke University; Master of Business Administration, Fuqua School of Business",1.0,1.0,0.0,0.0,0
+390,Nathan Kirsh,nathan-kirsh,6.5,91.0,10,Eswatini (Swaziland),"Retail, real estate",Fashion & Retail,91.0,"Retail, real estate, Self Made",,,"Ezulwini, Eswatini (Swaziland)",Eswatini (Swaziland),Married,3.0,"Bachelor of Arts/Science, University of Witwatersrand",1.0,0.0,0.0,0.0,1
+390,Annette Lerner & family,annette-lerner,6.5,93.0,10,United States,Real estate,Real Estate,93.0,Real estate,,,"Chevy Chase, Maryland",United States,Widowed,3.0,,,,,,0
+390,David Reuben,david-reuben,6.5,84.0,9,United Kingdom,"Investments, real estate",Real Estate,84.0,"Investments, real estate, Self Made",,,"London, United Kingdom",United Kingdom,Married,1.0,,,,,,1
+390,Simon Reuben,simon-reuben,6.5,81.0,9,United Kingdom,"Real estate, investments",Diversified,82.0,"Real estate, investments, Self Made",,,"Monaco, Monaco",United Kingdom,Married,1.0,"Drop Out, Sir John Cass College, London",0.0,0.0,0.0,1.0,1
+390,Radovan Vitek,radovan-vitek,6.5,51.0,6,Czech Republic,Real estate,Real Estate,52.0,"Real estate, Self Made",,,"Crans Montana, Switzerland",Czech Republic,Married,4.0,"Law Degree, University of West Bohemia",0.0,0.0,0.0,0.0,1
+397,Carl Bennet,carl-bennet,6.4,71.0,8,Sweden,Investments,Finance & Investments,72.0,"Investments, Self Made",,,"Gothenberg, Sweden",Sweden,Married,1.0,"Master of Business Administration, University of Gothenburg",0.0,1.0,0.0,0.0,1
+397,Stephen Bisciotti,stephen-bisciotti,6.4,62.0,7,United States,"Staffing, Baltimore Ravens",Sports,63.0,"Staffing, Baltimore Ravens, Self Made",8.0,2.0,"Hobe Sound, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Salisbury State University",1.0,0.0,0.0,0.0,1
+397,Stanley Druckenmiller,stanley-druckenmiller,6.4,69.0,7,United States,Hedge funds,Finance & Investments,70.0,"Hedge funds, Self Made",8.0,3.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Bowdoin College",1.0,0.0,0.0,0.0,1
+397,Jian Jun,jian-jun,6.4,59.0,6,China,Biomedical products,Healthcare,59.0,"Biomedical products, Self Made",,,"Beijing, China",China,,,"Master of Business Administration, Tsinghua University",0.0,1.0,0.0,0.0,1
+397,Alexei Kuzmichev,alexei-kuzmichev,6.4,60.0,6,Russia,"Oil, banking, telecom",Energy,60.0,"Oil, banking, telecom, Self Made",,,"Paris, France",Russia,Married,3.0,"Master of Science, Moscow Institute of Steel and Alloys",0.0,1.0,0.0,0.0,1
+397,Dmitry Rybolovlev & family,dmitry-rybolovlev,6.4,56.0,6,Russia,Fertilizer,Manufacturing,56.0,"Fertilizer, Self Made",,,"Monaco, Monaco",Russia,Divorced,2.0,"Medical Doctor, Perm Medical Institute",0.0,0.0,0.0,0.0,1
+397,Luis Carlos Sarmiento,luis-carlos-sarmiento,6.4,90.0,9,Colombia,Banking,Finance & Investments,90.0,"Banking, Self Made",,,"Bogota, Colombia",Colombia,Married,5.0,"Bachelor of Arts/Science, National University of Colombia",1.0,0.0,0.0,0.0,1
+397,Dennis Washington,dennis-washington,6.4,88.0,9,United States,"Construction, mining",Logistics,89.0,"Construction, mining, Self Made",10.0,3.0,"Missoula, Montana",United States,Married,2.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+405,Anthony Bamford & family,anthony-bamford,6.3,77.0,8,United Kingdom,Construction equipment,Construction & Engineering,77.0,Construction equipment,,,"Gloucestershire, United Kingdom",United Kingdom,Married,3.0,"Bachelor of Arts/Science, Grenoble University",1.0,0.0,0.0,0.0,0
+405,Gao Jifan & family,gao-jifan,6.3,58.0,6,China,Solar equipment,Energy,58.0,"Solar equipment, Self Made",,,"Changzhou, China",China,Married,1.0,"Master of Science, Jilin University; Bachelor of Science, Nanjing University",1.0,1.0,0.0,0.0,1
+405,John Grayken,john-grayken,6.3,66.0,7,Ireland,Private equity,Finance & Investments,67.0,"Private equity, Self Made",,,"London, United Kingdom",Ireland,Married,4.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, University of Pennsylvania",1.0,1.0,0.0,0.0,1
+405,Alain Merieux & family,alain-merieux,6.3,85.0,9,France,Pharmaceuticals,Healthcare,85.0,Pharmaceuticals,,,"Lyon, France",France,Married,3.0,,,,,,0
+405,Wang Yusuo & family,wang-yusuo,6.3,59.0,6,China,Natural gas distribution,Energy,59.0,"Natural gas distribution, Self Made",,,"Langfang, China",China,Married,,"Bachelor of Arts/Science, People's University of China; Doctorate, Tianjin University",1.0,0.0,1.0,0.0,1
+405,Stef Wertheimer & family,stef-wertheimer,6.3,96.0,10,Israel,Metalworking tools,Manufacturing,97.0,"Metalworking tools, Self Made",,,"Tel Aviv, Israel",Israel,Married,4.0,,,,,,1
+411,Maria Asuncion Aramburuzabala & family,maria-asuncion-aramburuzabala,6.2,59.0,6,Mexico,"Beer, investments",Food & Beverage,60.0,"Beer, investments",,,"Mexico City, Mexico",Mexico,Divorced,2.0,"Bachelor of Arts/Science, Instituto Tecnológico Autónomo de México",1.0,0.0,0.0,0.0,0
+411,Gustaf Douglas,gustaf-douglas,6.2,85.0,9,Sweden,Investments,Diversified,85.0,"Investments, Self Made",,,"Stockholm, Sweden",Sweden,Married,2.0,"Master of Business Administration, Harvard University",0.0,1.0,0.0,0.0,1
+411,Frits Goldschmeding,frits-goldschmeding,6.2,89.0,9,Netherlands,Temp agency,Service,90.0,"Temp agency, Self Made",,,"Amsterdam, Netherlands",Netherlands,Married,3.0,"Doctorate, Free University of Amsterdam",0.0,0.0,1.0,0.0,1
+411,Lin Muqin & family,lin-muqin,6.2,59.0,6,China,Beverages,Food & Beverage,59.0,"Beverages, Self Made",,,"Shenzhen, China",China,Married,1.0,,,,,,1
+411,Ruan Liping,ruan-liping,6.2,59.0,6,Hong Kong,Power strips,Manufacturing,59.0,"Power strips, Self Made",,,"Ningbo, China",Hong Kong,Married,1.0,,,,,,1
+411,Ruan Xueping,ruan-xueping,6.2,51.0,6,Hong Kong,Power strip,Manufacturing,51.0,"Power strip, Self Made",,,"Ningbo, China",Hong Kong,,,,,,,,1
+411,Michal Solowow,michal-solowow,6.2,60.0,6,Poland,Investments,Finance & Investments,61.0,"Investments, Self Made",,,"Kielce, Poland",Poland,Married,1.0,,,,,,1
+418,Mike Adenuga,mike-adenuga,6.1,69.0,7,Nigeria,"Telecom, oil",Diversified,70.0,"Telecom, oil, Self Made",,,"Lagos, Nigeria",Nigeria,Married,7.0,"Master of Business Administration, Pace University",0.0,1.0,0.0,0.0,1
+418,Tom Gores,tom-gores,6.1,58.0,6,United States,Private equity,Finance & Investments,59.0,"Private equity, Self Made",8.0,1.0,"Beverly Hills, California",United States,Married,3.0,"Bachelor of Arts/Science, Michigan State University",1.0,0.0,0.0,0.0,1
+418,Michael Herz,michael-herz,6.1,79.0,8,Germany,Coffee,Fashion & Retail,79.0,Coffee,,,"Hamburg, Germany",Germany,Married,,,,,,,0
+418,Wolfgang Herz,wolfgang-herz,6.1,72.0,8,Germany,Coffee,Fashion & Retail,72.0,Coffee,,,"Hamburg, Germany",Germany,,,,,,,,0
+418,Michael Kadoorie,michael-kadoorie,6.1,81.0,9,Hong Kong,"Hotels, energy",Energy,82.0,"Hotels, energy",,,"Hong Kong, Hong Kong",Hong Kong,Widowed,3.0,,,,,,0
+418,Sunil Mittal,sunil-mittal-1,6.1,65.0,7,India,Telecom,Telecom,65.0,"Telecom, Self Made",,,,India,Married,3.0,,,,,,1
+418,Zhou Qunfei,zhou-qunfei,6.1,53.0,6,Hong Kong,Smartphone screens,Technology,,"Smartphone screens, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,,,,,,,1
+425,Alexander Abramov,alexander-abramov,6.0,64.0,7,Russia,"Steel, mining",Metals & Mining,64.0,"Steel, mining, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Ph.D, Moscow Institute of Physics and Technology",0.0,0.0,0.0,0.0,1
+425,Rene Benko,rene-benko,6.0,46.0,5,Austria,"Real estate, retail",Real Estate,46.0,"Real estate, retail, Self Made",,,Austria,Austria,Married,4.0,,,,,,1
+425,Neil Bluhm,neil-bluhm,6.0,85.0,9,United States,Real estate,Real Estate,85.0,"Real estate, Self Made",10.0,2.0,"Chicago, Illinois",United States,Divorced,3.0,"Doctor of Jurisprudence, Northwestern University; Bachelor of Arts/Science, University of Illinois, Urbana-Champaign",1.0,0.0,0.0,0.0,1
+425,Alain Bouchard,alain-bouchard,6.0,74.0,8,Canada,Convinience stores,Fashion & Retail,74.0,"Convinience stores, Self Made",,,"Montreal, Canada",Canada,Married,4.0,,,,,,1
+425,Jay Chaudhry,jay-chaudhry,6.0,63.0,7,United States,Security software,Technology,64.0,"Security software, Self Made",9.0,,"Reno, Nevada",United States,Married,3.0,"Bachelor of Technology, Indian Institute of Technology, BHU",1.0,0.0,0.0,0.0,1
+425,Gopikishan Damani,gopikishan-damani,6.0,65.0,7,India,"Retail, investments",Fashion & Retail,65.0,"Retail, investments, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+425,Sumet Jiaravanon,sumet-jiaravanon,6.0,88.0,9,Thailand,Diversified,Diversified,88.0,Diversified,,,"Bangkok, Thailand",Thailand,Married,,,,,,,0
+425,Joe Lewis,joe-lewis,6.0,86.0,9,United Kingdom,Investments,Finance & Investments,86.0,"Investments, Self Made",,,"Albany, Bahamas",United Kingdom,Married,2.0,,,,,,1
+425,Frank Lowy,frank-lowy,6.0,92.0,10,Australia,Investments,Finance & Investments,92.0,"Investments, Self Made",,,"Tel Aviv, Israel",Australia,Widowed,3.0,,,,,,1
+425,Michael Milken,michael-milken,6.0,76.0,8,United States,Investments,Finance & Investments,77.0,"Investments, Self Made",8.0,3.0,"Los Angeles, California",United States,Married,3.0,"Bachelor of Arts/Science, University of California, Berkeley; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+425,David Steward,david-steward,6.0,71.0,8,United States,IT provider,Technology,72.0,"IT provider, Self Made",10.0,2.0,"St. Louis, Missouri",United States,Married,,"Bachelor of Arts/Science, Central Missouri State University",1.0,0.0,0.0,0.0,1
+425,Les Wexner & family,les-wexner,6.0,85.0,9,United States,Retail,Fashion & Retail,85.0,"Retail, Self Made",8.0,3.0,"New Albany, Ohio",United States,Married,4.0,"Bachelor of Arts/Science, Ohio State University",1.0,0.0,0.0,0.0,1
+437,Cai Kui,cai-kui,5.9,60.0,6,China,Real estate,Real Estate,60.0,"Real estate, Self Made",,,"Chengdu, China",China,Divorced,1.0,"Bachelor of Arts/Science, Nanjing University of Aeronautics & Astronautics",1.0,0.0,0.0,0.0,1
+437,Jaran Chiaravanont,jaran-chiaravanont,5.9,93.0,10,Thailand,Diversified,Diversified,93.0,Diversified,,,"Bangkok, Thailand",Thailand,Married,4.0,,,,,,0
+437,Andreas Halvorsen,andreas-halvorsen,5.9,61.0,7,Norway,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",,,"Darien, Connecticut",Norway,Married,3.0,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, Williams College",1.0,1.0,0.0,0.0,1
+437,Antony Ressler,antony-ressler,5.9,62.0,7,United States,Finance,Finance & Investments,62.0,"Finance, Self Made",8.0,2.0,"Los Angeles, California",United States,Married,3.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Georgetown University",1.0,1.0,0.0,0.0,1
+437,Tsai Eng-meng,tsai-eng-meng,5.9,66.0,7,Taiwan,"Food, beverages",Food & Beverage,66.0,"Food, beverages",,,"Shanghai, China",Taiwan,Married,2.0,,,,,,0
+442,Josh Harris,josh-harris,5.8,58.0,6,United States,Private equity,Finance & Investments,58.0,"Private equity, Self Made",8.0,2.0,"Miami, Florida",United States,Married,5.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+442,Niels Peter Louis-Hansen,niels-peter-louis-hansen,5.8,75.0,8,Denmark,Medical devices,Healthcare,75.0,Medical devices,,,"Humlebaek, Denmark",Denmark,Married,1.0,,,,,,0
+442,Patrick Soon-Shiong,patrick-soon-shiong,5.8,70.0,7,United States,Pharmaceuticals,Healthcare,71.0,"Pharmaceuticals, Self Made",9.0,2.0,"Los Angeles, California",United States,Married,2.0,"Master of Science, University of British Columbia; Bachelor of Arts/Science, University of Witwatersrand; Medical Doctor, University of Witwatersrand",1.0,1.0,0.0,0.0,1
+445,Rinat Akhmetov,rinat-akhmetov,5.7,56.0,6,Ukraine,"Steel, coal",Metals & Mining,56.0,"Steel, coal, Self Made",,,"Donetsk, Ukraine",Ukraine,Married,2.0,"Bachelor of Arts/Science, Donetsk National University",1.0,0.0,0.0,0.0,1
+445,John Brown,john-brown,5.7,88.0,9,United States,Medical equipment,Healthcare,88.0,"Medical equipment, Self Made",6.0,2.0,"Atlanta, Georgia",United States,Married,2.0,"Bachelor of Science in Engineering, Auburn University",1.0,0.0,0.0,0.0,1
+445,Clive Calder,clive-calder,5.7,76.0,8,United Kingdom,Record label,Media & Entertainment,76.0,"Record label, Self Made",,,"Grand Cayman, Cayman Islands",United Kingdom,Married,2.0,,,,,,1
+445,Arthur Irving,arthur-irving,5.7,93.0,10,Canada,Oil,Energy,93.0,Oil,,,"Saint John, Canada",Canada,Married,5.0,,,,,,0
+445,Fredrik Lundberg,fredrik-lundberg,5.7,71.0,8,Sweden,"Real estate, investments",Real Estate,72.0,"Real estate, investments",,,"Stockholm, Sweden",Sweden,Married,2.0,"Bachelor of Arts/Science, Stockholm School of Economics",1.0,0.0,0.0,0.0,0
+445,Thomas Schmidheiny,thomas-schmidheiny,5.7,77.0,8,Switzerland,Cement,Construction & Engineering,77.0,Cement,,,"Jona, Switzerland",Switzerland,Married,4.0,"Doctorate, Tufts University; Bachelor of Arts/Science, Zurich Polytechnic",1.0,0.0,1.0,0.0,0
+445,Helmut Sohmen,helmut-sohmen,5.7,83.0,9,Austria,Shipping,Logistics,83.0,Shipping,,,"Hong Kong, Hong Kong",Austria,Married,3.0,"Doctor of Jurisprudence, Southern Methodist University; Bachelor of Arts/Science, University of Vienna",1.0,0.0,0.0,0.0,0
+445,Daniel Ziff,daniel-ziff,5.7,51.0,6,United States,Investments,Finance & Investments,51.0,Investments,4.0,1.0,"New York, New York",United States,Married,1.0,"Bachelor of Arts/Science, Columbia University",1.0,0.0,0.0,0.0,0
+445,Dirk Ziff,dirk-ziff,5.7,59.0,6,United States,Investments,Finance & Investments,59.0,Investments,4.0,1.0,"North Palm Beach, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Columbia University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,0
+445,Robert Ziff,robert-ziff,5.7,56.0,6,United States,Investments,Finance & Investments,57.0,Investments,4.0,1.0,"New York, New York",United States,Married,2.0,"Doctor of Jurisprudence, Cornell University; Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,0
+455,Maria Angelicoussis,maria-angelicoussis,5.6,41.0,5,Greece,Shipping,Logistics,41.0,Shipping,,,Greece,Greece,Married,3.0,"Medical Doctor, Cambridge; University College London",0.0,0.0,0.0,0.0,0
+455,Ray Lee Hunt,ray-lee-hunt,5.6,79.0,8,United States,"Oil, real estate",Energy,80.0,"Oil, real estate",5.0,2.0,"Dallas, Texas",United States,Married,5.0,"Bachelor of Arts/Science, Southern Methodist University",1.0,0.0,0.0,0.0,0
+455,Lai Meisong,lai-meisong,5.6,52.0,6,China,Package delivery,Logistics,52.0,"Package delivery, Self Made",,,"Shanghai, China",China,,,,,,,,1
+455,Vikram Lal & family,vikram-lal,5.6,81.0,9,India,Motorcycles,Automotive,81.0,Motorcycles,,,"Delhi, India",India,Married,3.0,,,,,,0
+455,Ken Langone,ken-langone,5.6,87.0,9,United States,Investments,Finance & Investments,87.0,"Investments, Self Made",9.0,3.0,"Sands Point, New York",United States,Married,3.0,"Bachelor of Arts/Science, Bucknell University; Master of Business Administration, Leonard N. Stern School of Business",1.0,1.0,0.0,0.0,1
+455,Li Ge,li-ge,5.6,56.0,6,United States,Pharmaceutical ingredients,Healthcare,56.0,"Pharmaceutical ingredients, Self Made",8.0,,"Shanghai, China",United States,Widowed,,"Ph.D, Columbia University",0.0,0.0,0.0,0.0,1
+455,Karen Pritzker,karen-pritzker,5.6,65.0,7,United States,"Hotels, investments",Finance & Investments,65.0,"Hotels, investments",3.0,2.0,"Branford, Connecticut",United States,Widowed,4.0,"Bachelor of Arts/Science, Northwestern University",1.0,0.0,0.0,0.0,0
+455,Robert Rowling,robert-rowling,5.6,69.0,7,United States,"Hotels, investments",Service,69.0,"Hotels, investments",5.0,2.0,"Dallas, Texas",United States,Married,2.0,"Doctor of Jurisprudence, Southern Methodist University; Bachelor of Arts/Science, The University of Texas at Austin",1.0,0.0,0.0,0.0,0
+455,Teddy Sagi,teddy-sagi,5.6,51.0,6,Israel,Gambling software,Gambling & Casinos,51.0,"Gambling software, Self Made",,,"Tel Aviv, Israel",Israel,In Relationship,6.0,,,,,,1
+455,Seo Jung-jin,seo-jung-jin,5.6,65.0,7,South Korea,Biotech,Healthcare,65.0,"Biotech, Self Made",,,"Seoul, South Korea",South Korea,Married,2.0,"Bachelor of Arts/Science, Konkuk University; Master of Science, Konkuk University",1.0,1.0,0.0,0.0,1
+455,Wu Jianshu,wu-jianshu,5.6,59.0,6,Hong Kong,Auto parts,Automotive,59.0,"Auto parts, Self Made",,,"Ningbo, China",Hong Kong,,,,,,,,1
+466,Micky Arison,micky-arison,5.5,73.0,8,United States,Carnival Cruises,Service,74.0,Carnival Cruises,5.0,1.0,"Bal Harbour, Florida",United States,Married,2.0,"Drop Out, University of Miami",0.0,0.0,0.0,1.0,0
+466,James Chambers,james-chambers,5.5,65.0,7,United States,"Media, automotive",Media & Entertainment,66.0,"Media, automotive",1.0,1.0,"Palisades, New York",United States,Married,2.0,"Bachelor of Arts/Science, Bard College",1.0,0.0,0.0,0.0,0
+466,Pierre Chen,pierre-chen,5.5,66.0,7,Taiwan,Electronics,Technology,66.0,"Electronics, Self Made",,,"Taipei, Taiwan",Taiwan,Divorced,3.0,"Bachelor of Arts/Science, National Cheng Kung University",1.0,0.0,0.0,0.0,1
+466,John Collison,john-collison,5.5,32.0,4,Ireland,Payments software,Technology,33.0,"Payments software, Self Made",,,"San Francisco, California",Ireland,Single,,"Drop Out, Harvard University",0.0,0.0,0.0,1.0,1
+466,Patrick Collison,patrick-collison,5.5,34.0,4,Ireland,Payment software,Technology,34.0,"Payment software, Self Made",,,"San Francisco, California",Ireland,Married,,"Drop Out, Massachusetts Institute of Technology",0.0,0.0,0.0,1.0,1
+466,Archie Aldis Emmerson & family,archie-aldis-emmerson,5.5,93.0,10,United States,"Timberland, lumber mills",Manufacturing,94.0,"Timberland, lumber mills, Self Made",9.0,1.0,"Redding, California",United States,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+466,Piero Ferrari,piero-ferrari,5.5,77.0,8,Italy,Automobiles,Automotive,78.0,Automobiles,,,"Modena, Italy",Italy,Divorced,1.0,,,,,,0
+466,Dan Friedkin,dan-friedkin,5.5,58.0,6,United States,Toyota dealerships,Automotive,58.0,Toyota dealerships,4.0,3.0,"Houston, Texas",United States,Married,4.0,"Bachelor of Arts/Science, Georgetown University; Master of Business Administration, Rice University",1.0,1.0,0.0,0.0,0
+466,James Irving,james-irving-1,5.5,95.0,10,Canada,Diversified,Diversified,95.0,Diversified,,,"Saint John, Canada",Canada,Married,4.0,,,,,,0
+466,Jiang Weiping & family,jiang-weiping,5.5,68.0,7,China,Chemicals,Manufacturing,68.0,"Chemicals, Self Made",,,"Chengdu, China",China,Married,1.0,"Bachelor of Science in Engineering, Xihua University",1.0,0.0,0.0,0.0,1
+466,Wolfgang Marguerre & family,wolfgang-marguerre,5.5,81.0,9,Germany,Pharmaceuticals,Healthcare,82.0,"Pharmaceuticals, Self Made",,,"Heidelberg, Germany",Germany,Married,3.0,,,,,,1
+466,Ludwig Merckle,ludwig-merckle,5.5,58.0,6,Germany,Pharmaceuticals,Finance & Investments,58.0,Pharmaceuticals,,,"Ulm, Germany",Germany,Married,2.0,,,,,,0
+466,Mitchell Rales,mitchell-rales,5.5,66.0,7,United States,"Manufacturing, investments",Manufacturing,67.0,"Manufacturing, investments, Self Made",7.0,2.0,"Potomac, Maryland",United States,Married,2.0,"Bachelor of Arts/Science, Miami University of Ohio",1.0,0.0,0.0,0.0,1
+466,Katharine Rayner,katharine-rayner,5.5,78.0,8,United States,"Media, automotive",Media & Entertainment,78.0,"Media, automotive",1.0,1.0,"East Hampton, New York",United States,Widowed,,"Bachelor of Arts/Science, Sarah Lawrence college",1.0,0.0,0.0,0.0,0
+466,Jean Salata,jean-salata,5.5,57.0,6,Chile,Finance,Finance & Investments,57.0,"Finance, Self Made",,,"Hong Kong, Hong Kong",Chile,Married,4.0,"Bachelor of Business Administration, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+466,Paul Singer,paul-singer,5.5,78.0,8,United States,Hedge funds,Finance & Investments,79.0,"Hedge funds, Self Made",8.0,2.0,"New York, New York",United States,In Relationship,,"Doctor of Jurisprudence, Harvard University; Bachelor of Arts/Science, University of Rochester",1.0,0.0,0.0,0.0,1
+466,Sergio Stevanato & family,sergio-stevanato,5.5,80.0,8,Italy,Medical packaging,Healthcare,80.0,"Medical packaging, Self Made",,,"Venice, Italy",Italy,Married,2.0,"Law Degree, University of Ferrara",0.0,0.0,0.0,0.0,1
+466,Margaretta Taylor,margaretta-taylor,5.5,80.0,8,United States,"Media, automotive",Media & Entertainment,81.0,"Media, automotive",1.0,1.0,"Southampton, New York",United States,,,"Bachelor of Arts/Science, Finch College",1.0,0.0,0.0,0.0,0
+466,Richard White,richard-white,5.5,68.0,7,Australia,Software,Technology,68.0,"Software, Self Made",,,"Sydney, Australia",Australia,,2.0,"Master of Business Administration, University of Technology, Sydney",0.0,1.0,0.0,0.0,1
+466,Zhao Yan,zhao-yan,5.5,56.0,6,China,Biotech,Diversified,56.0,"Biotech, Self Made",,,"Beijing, China",China,,,"Master of Business Administration, Fordham University",0.0,1.0,0.0,0.0,1
+486,Patrizio Bertelli,patrizio-bertelli,5.4,77.0,8,Italy,Luxury goods,Fashion & Retail,77.0,"Luxury goods, Self Made",,,"Milan, Italy",Italy,Married,2.0,"Master of Business Administration, University of Florence",0.0,1.0,0.0,0.0,1
+486,Mahendra Choksi & family,mahendra-choksi,5.4,81.0,9,India,Paints,Manufacturing,82.0,Paints,,,"Mumbai, India",India,Married,2.0,"Bachelor of Engineering, University of Mumbai; Master of Science, University of Mumbai",1.0,1.0,0.0,0.0,0
+486,Mat Ishbia,mat-ishbia,5.4,43.0,5,United States,Mortgage lender,Finance & Investments,43.0,Mortgage lender,5.0,1.0,"Bloomfield Hills, Michigan",United States,Divorced,3.0,"Bachelor of Business Administration, Michigan State University",1.0,0.0,0.0,0.0,0
+486,Leo Koguan,leo-koguan,5.4,68.0,7,United States,IT provider,Technology,68.0,"IT provider, Self Made",8.0,1.0,"Singapore, Singapore",United States,Divorced,1.0,"Master, Columbia University; Law Degree, New York Law School",0.0,1.0,0.0,0.0,1
+486,Miao Hangen,miao-hangen,5.4,58.0,6,China,"Textiles, petrochemicals",Diversified,58.0,"Textiles, petrochemicals, Self Made",,,"Suzhou, China",China,,,,,,,,1
+486,Michael Pieper,michael-pieper,5.4,77.0,8,Switzerland,Kitchen appliances,Manufacturing,77.0,"Kitchen appliances, Self Made",,,"Lucerne, Switzerland",Switzerland,Married,2.0,"Master of Business Administration, St Gallen University",0.0,1.0,0.0,0.0,1
+486,Miuccia Prada,miuccia-prada,5.4,73.0,8,Italy,Luxury goods,Fashion & Retail,74.0,Luxury goods,,,"Milan, Italy",Italy,Married,2.0,"Doctorate, University of Milan; Doctorate in Pedagogical Sciences, University of Milan",0.0,0.0,1.0,0.0,0
+486,Wolfgang Reimann,wolfgang-reimann,5.4,70.0,7,Germany,Consumer goods,Fashion & Retail,70.0,Consumer goods,,,"Passau, Germany",Germany,,,,,,,,0
+486,Matthias Reimann-Andersen,matthias-reimann-andersen,5.4,58.0,6,Germany,Consumer goods,Fashion & Retail,58.0,Consumer goods,,,"Munich, Germany",Germany,,,,,,,,0
+486,Stefan Reimann-Andersen,stefan-reimann-andersen,5.4,59.0,6,Germany,Consumer goods,Fashion & Retail,60.0,Consumer goods,,,"Vienna, Austria",Germany,,,,,,,,0
+486,Renate Reimann-Haas,renate-reimann-haas,5.4,71.0,8,Germany,Consumer goods,Fashion & Retail,71.0,Consumer goods,,,"Vienna, Austria",Germany,,,,,,,,0
+497,Todd Boehly,todd-boehly,5.3,49.0,5,United States,Finance,Finance & Investments,49.0,"Finance, Self Made",7.0,,"Darien, Connecticut",United States,Married,3.0,"Bachelor of Business Administration, College of William & Mary",1.0,0.0,0.0,0.0,1
+497,Rick Caruso,rick-caruso,5.3,64.0,7,United States,Real estate,Real Estate,64.0,"Real estate, Self Made",7.0,2.0,"Los Angeles, California",United States,Married,4.0,"Doctor of Jurisprudence, Pepperdine University; Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,1
+497,Ibrahim Erdemoglu,ibrahim-erdemoglu,5.3,60.0,6,Turkey,Carpet,Manufacturing,60.0,"Carpet, Self Made",,,"Istanbul, Turkey",Turkey,Married,3.0,,,,,,1
+497,Elizabeth Johnson,elizabeth-johnson,5.3,59.0,6,United States,Fidelity,Finance & Investments,60.0,Fidelity,1.0,2.0,"Boston, Massachusetts",United States,,,"Bachelor of Arts/Science, Franklin Pierce University",1.0,0.0,0.0,0.0,0
+497,Douglas Leone,douglas-leone,5.3,65.0,7,United States,Venture capital,Finance & Investments,66.0,"Venture capital, Self Made",,,,,,,,,,,,1
+497,Prajogo Pangestu,prajogo-pangestu,5.3,78.0,8,Indonesia,Petrochemicals,Diversified,79.0,Petrochemicals,,,"Jakarta, Indonesia",Indonesia,Married,3.0,,,,,,0
+497,Thomas Pritzker,thomas-pritzker,5.3,72.0,8,United States,"Hotels, investments",Finance & Investments,73.0,"Hotels, investments",4.0,2.0,"Chicago, Illinois",United States,Married,3.0,"Bachelor of Arts/Science, Claremont McKenna College; Doctor of Jurisprudence, University of Chicago; Master of Business Administration, University of Chicago",1.0,1.0,0.0,0.0,0
+497,Lynda Resnick,lynda-resnick,5.3,80.0,8,United States,Agriculture,Food & Beverage,80.0,"Agriculture, Self Made",8.0,3.0,"Los Angeles, California",United States,Married,5.0,,,,,,1
+497,Stewart Resnick,stewart-resnick,5.3,86.0,9,United States,Agriculture,Food & Beverage,86.0,"Agriculture, Self Made",8.0,3.0,"Beverly Hills, California",United States,Married,5.0,,,,,,1
+497,Gary Rollins,gary-rollins,5.3,78.0,8,United States,Pest control,Service,78.0,Pest control,3.0,1.0,"Atlanta, Georgia",United States,Divorced,4.0,"Bachelor of Arts/Science, University of Tennessee Chattanooga",1.0,0.0,0.0,0.0,0
+497,Mark Walter,mark-walter,5.3,62.0,7,United States,"Finance, asset management",Finance & Investments,63.0,"Finance, asset management, Self Made",8.0,2.0,"Chicago, Illinois",United States,Married,1.0,"Bachelor of Arts/Science, Creighton University; Doctor of Jurisprudence, Northwestern University",1.0,0.0,0.0,0.0,1
+497,Ronald Wanek,ronald-wanek,5.3,81.0,9,United States,Furniture,Manufacturing,82.0,"Furniture, Self Made",7.0,2.0,"Saint Petersburg, Florida",United States,Married,3.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+497,Erich Wesjohann & family,erich-wesjohann,5.3,77.0,8,Germany,Poultry genetics,Food & Beverage,78.0,"Poultry genetics, Self Made",,,"Visbek, Germany",Germany,Married,3.0,,,,,,1
+497,M.A. Yusuff Ali,ma-yusuff-ali,5.3,67.0,7,India,Retail,Fashion & Retail,67.0,"Retail, Self Made",,,"Abu Dhabi, United Arab Emirates",India,Married,3.0,,,,,,1
+511,Alexandre Behring,alexandre-behring,5.2,56.0,6,Brazil,Investments,Finance & Investments,56.0,"Investments, Self Made",,,"Greenwich, Connecticut",Brazil,Married,,"EMBA, Harvard University",0.0,0.0,0.0,0.0,1
+511,Cheng Xue,cheng-xue,5.2,53.0,6,China,Soy sauce,Food & Beverage,53.0,"Soy sauce, Self Made",,,"Foshan, China",China,,,,,,,,1
+511,Robert Faith,robert-faith,5.2,59.0,6,United States,Real estate management,Real Estate,59.0,"Real estate management, Self Made",8.0,1.0,"Charleston, South Carolina",United States,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Science, University of Oklahoma",1.0,1.0,0.0,0.0,1
+511,Gao Dekang & family,gao-dekang,5.2,71.0,8,China,Apparel,Fashion & Retail,71.0,"Apparel, Self Made",,,"Changshu, China",China,Married,1.0,"EMBA, Phoenix International University",0.0,0.0,0.0,0.0,1
+511,Micky Jagtiani,micky-jagtiani,5.2,71.0,8,India,Retail,Fashion & Retail,,Retail,,,,India,,3.0,,,,,,0
+511,Ananda Krishnan,ananda-krishnan,5.2,85.0,9,Malaysia,"Telecoms, media, oil-services",Telecom,85.0,"Telecoms, media, oil-services, Self Made",,,"Kuala Lumpur, Malaysia",Malaysia,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, Melbourne University",1.0,1.0,0.0,0.0,1
+511,Barry Lam,barry-lam,5.2,73.0,8,Taiwan,Electronics,Technology,74.0,"Electronics, Self Made",,,"Taipei, Taiwan",Taiwan,Married,2.0,"Bachelor of Arts/Science, National Taiwan University",1.0,0.0,0.0,0.0,1
+511,"Robert Rich, Jr.",robert-rich-jr,5.2,82.0,9,United States,Frozen foods,Food & Beverage,82.0,Frozen foods,5.0,1.0,"Islamorada, Florida",United States,Married,4.0,"Master of Business Administration, Simon School of Business; Bachelor of Arts/Science, Williams College",1.0,1.0,0.0,0.0,0
+511,Mark Scheinberg,mark-scheinberg,5.2,49.0,5,Canada,Online gambling,Gambling & Casinos,49.0,"Online gambling, Self Made",8.0,,"Isle of Man, United Kingdom",Canada,Single,,"Drop Out, Fanshawe College",0.0,0.0,0.0,1.0,1
+511,Charles Simonyi,charles-simonyi,5.2,74.0,8,United States,Microsoft,Technology,74.0,"Microsoft, Self Made",6.0,2.0,"Medina, Washington",United States,Married,2.0,"Doctorate, Stanford University; Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,1.0,0.0,1
+511,Ty Warner,ty-warner,5.2,78.0,8,United States,"Plush toys, real estate",Real Estate,78.0,"Plush toys, real estate, Self Made",10.0,2.0,"Oak Brook, Illinois",United States,Single,,"Drop Out, Kalamazoo College",0.0,0.0,0.0,1.0,1
+511,Sam Zell,sam-zell,5.2,81.0,9,United States,"Real estate, private equity",Real Estate,,"Real estate, private equity, Self Made",8.0,3.0,,United States,,3.0,"Bachelor of Arts/Science, University of Michigan; Doctor of Jurisprudence, University of Michigan",1.0,0.0,0.0,0.0,1
+523,Wei Fang,wei-fang,5.1,49.0,5,China,Steel,Manufacturing,49.0,"Steel, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+523,Rekha Jhunjhunwala,rekha-jhunjhunwala,5.1,59.0,6,India,Investments,Finance & Investments,59.0,Investments,,,"Mumbai, India",India,Widowed,3.0,"Bachelor of Commerce, University of Mumbai",1.0,0.0,0.0,0.0,0
+523,Charles B. Johnson,charles-b-johnson,5.1,90.0,9,United States,Franklin Templeton,Finance & Investments,90.0,Franklin Templeton,5.0,3.0,"Palm Beach, Florida",United States,Married,6.0,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,0
+523,Kwon Hyuk-bin,kwon-hyuk-bin,5.1,49.0,5,South Korea,Online games,Media & Entertainment,49.0,"Online games, Self Made",,,"Seoul, South Korea",South Korea,Separated,2.0,"Bachelor of Arts/Science, Sogang University",1.0,0.0,0.0,0.0,1
+523,Sami Mnaymneh,sami-mnaymneh,5.1,61.0,7,United States,Private equity,Finance & Investments,62.0,"Private equity, Self Made",8.0,1.0,"Miami Beach, Florida",United States,,,"Bachelor of Arts/Economics, Columbia University; Master of Business Administration, Harvard Business School; Doctor of Jurisprudence, Harvard University",1.0,1.0,0.0,0.0,1
+523,Kjell Inge Rokke,kjell-inge-rokke,5.1,64.0,7,Norway,"Shipping, seafood",Logistics,64.0,"Shipping, seafood, Self Made",,,"Vettre, Norway",Norway,Married,4.0,,,,,,1
+523,Tony Tamer,tony-tamer,5.1,65.0,7,United States,Private equity,Finance & Investments,65.0,"Private equity, Self Made",8.0,,"New York, New York",United States,Married,4.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Rutgers University; Master of Science in Engineering, Stanford University",1.0,1.0,0.0,0.0,1
+523,Tse Ping & family,tse-ping,5.1,71.0,8,China,Pharmaceuticals,Healthcare,71.0,"Pharmaceuticals, Self Made",,,"Hong Kong, Hong Kong",China,Married,2.0,,,,,,1
+523,Romesh T. Wadhwani,romesh-t-wadhwani,5.1,75.0,8,United States,Software,Technology,76.0,"Software, Self Made",8.0,2.0,"Palo Alto, California",United States,Married,1.0,"Doctorate, Carnegie Mellon University; Master of Science, Carnegie Mellon University; Bachelor of Arts/Science, Indian Institute of Technology, Bombay",1.0,1.0,1.0,0.0,1
+523,Hansjoerg Wyss,hansjoerg-wyss,5.1,88.0,9,Switzerland,Medical devices,Healthcare,88.0,"Medical devices, Self Made",,,"Wilson, Wyoming",Switzerland,Divorced,1.0,"Master of Business Administration, Harvard University; Master of Science, Swiss Federal Institute of Technology",0.0,1.0,0.0,0.0,1
+523,Denise York & family,denise-york,5.1,72.0,8,United States,San Francisco 49ers,Sports,72.0,San Francisco 49ers,3.0,1.0,"Youngstown, Ohio",United States,Married,4.0,,,,,,0
+534,Ron Baron,ron-baron,5.0,79.0,8,United States,Money management,Finance & Investments,80.0,"Money management, Self Made",8.0,1.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Bucknell University",1.0,0.0,0.0,0.0,1
+534,Robert Bass,robert-bass,5.0,75.0,8,United States,"Oil, investments",Energy,75.0,"Oil, investments",4.0,2.0,"Fort Worth, Texas",United States,Married,4.0,"Master of Business Administration, Stanford University; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,0
+534,Dona Bertarelli,dona-bertarelli,5.0,55.0,6,Switzerland,Biotech and investments,Healthcare,55.0,Biotech and investments,,,"Gstaad, Switzerland",Switzerland,,,,,,,,0
+534,Alexander Gerko,alexander-gerko,5.0,43.0,5,United Kingdom,Trading,Finance & Investments,43.0,"Trading, Self Made",,,"London, United Kingdom",United Kingdom,Married,,"Master of Science, Moscow State University; Ph.D, Moscow State University; Master of Economics, New Economic School",0.0,1.0,0.0,0.0,1
+534,Martin Haefner,martin-haefner,5.0,69.0,7,Switzerland,"Software, investments",Technology,69.0,"Software, investments",,,"Zurich, Switzerland",Switzerland,Married,,,,,,,0
+534,"Robert Hale, Jr.",robert-hale-jr,5.0,56.0,6,United States,Telecom,Telecom,57.0,"Telecom, Self Made",8.0,3.0,"Boston, Massachusetts",United States,Married,,"Bachelor of Arts/Science, Connecticut College",1.0,0.0,0.0,0.0,1
+534,Viktor Kharitonin,viktor-kharitonin,5.0,50.0,5,Russia,Pharmaceuticals,Healthcare,50.0,"Pharmaceuticals, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Bachelor of Arts/Science, Novosibirsk State University",1.0,0.0,0.0,0.0,1
+534,Kim Beom-su,kim-beom-su,5.0,57.0,6,South Korea,Online services,Technology,57.0,"Online services, Self Made",,,"Seoul, South Korea",South Korea,Married,2.0,"Bachelor of Science in Engineering, Seoul National University; Master of Science, Seoul National University",1.0,1.0,0.0,0.0,1
+534,Jane Lauder,jane-lauder,5.0,50.0,5,United States,Estée Lauder,Fashion & Retail,50.0,Estée Lauder,4.0,,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,0
+534,Michel Leclercq & family,michel-leclercq,5.0,83.0,9,France,Sporting goods,Fashion & Retail,84.0,Sporting goods,,,"Lille, France",France,Married,4.0,,,,,,0
+534,George Lucas,george-lucas,5.0,78.0,8,United States,Star Wars,Media & Entertainment,79.0,"Star Wars, Self Made",8.0,3.0,"San Anselmo, California",United States,Married,4.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,1
+534,Janice McNair,janice-mcnair,5.0,86.0,9,United States,"Energy, sports",Sports,86.0,"Energy, sports",2.0,2.0,"Houston, Texas",United States,Widowed,4.0,"Bachelor of Arts/Science, Columbia College",1.0,0.0,0.0,0.0,0
+534,Ugur Sahin,ugur-sahin,5.0,57.0,6,Germany,Biotechnology,Healthcare,57.0,"Biotechnology, Self Made",,,"Mainz, Germany",Germany,Married,,,,,,,1
+534,Alexandra Schoerghuber & family,alexandra-schoerghuber,5.0,64.0,7,Germany,Real estate,Real Estate,65.0,Real estate,,,"Munich, Germany",Germany,Widowed,3.0,,,,,,0
+534,Thomas Straumann,thomas-straumann,5.0,59.0,6,Switzerland,Dental implants,Healthcare,60.0,Dental implants,,,"Basel, Switzerland",Switzerland,,,,,,,,0
+534,Murat Ulker,murat-ulker,5.0,64.0,7,Turkey,Food,Food & Beverage,64.0,Food,,,"Istanbul, Turkey",Turkey,Married,3.0,"Bachelor of Arts/Science, Bogazici University",1.0,0.0,0.0,0.0,0
+534,Chip Wilson,chip-wilson,5.0,66.0,7,Canada,Lululemon,Fashion & Retail,66.0,"Lululemon, Self Made",,,"Vancouver, Canada",Canada,Married,5.0,"Bachelor of Arts/Science, University of Calgary",1.0,0.0,0.0,0.0,1
+534,Zhu Yan & family,zhu-yan,5.0,,0,China,Real estate,Real Estate,,Real estate,,,"Beijing, China",China,Widowed,,,,,,,0
+552,Jim Davis & family,jim-davis,4.9,79.0,8,United States,New Balance,Manufacturing,80.0,"New Balance, Self Made",8.0,2.0,"Newton, Massachusetts",United States,Married,2.0,"Bachelor of Arts/Science, Middlebury College",1.0,0.0,0.0,0.0,1
+552,Murali Divi & family,murali-divi,4.9,72.0,8,India,Pharmaceuticals,Healthcare,72.0,"Pharmaceuticals, Self Made",,,"Hyderabad, India",India,Married,2.0,,,,,,1
+552,Dagmar Dolby & family,dagmar-dolby,4.9,81.0,9,United States,Dolby Laboratories,Technology,82.0,Dolby Laboratories,1.0,3.0,"San Francisco, California",United States,Widowed,2.0,"Bachelor of Arts/Science, Heidelberg University",1.0,0.0,0.0,0.0,0
+552,Marcos Galperin,marcos-galperin,4.9,,0,Argentina,E-commerce,Technology,,"E-commerce, Self Made",8.0,,"Buenos Aires, Argentina",Argentina,,,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+552,Tom Golisano,tom-golisano,4.9,81.0,9,United States,Payroll services,Service,81.0,"Payroll services, Self Made",9.0,2.0,"Naples, Florida",United States,Married,2.0,"Associate in Arts/Science, SUNY Tech Alfred",0.0,0.0,0.0,0.0,1
+552,Jonathan Gray,jonathan-gray,4.9,53.0,6,United States,Investments,Finance & Investments,53.0,"Investments, Self Made",6.0,2.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+552,Bidzina Ivanishvili,bidzina-ivanishvili,4.9,67.0,7,Georgia,Investments,Finance & Investments,67.0,"Investments, Self Made",,,"Tbilisi, Georgia",Georgia,Married,4.0,,,,,,1
+552,Lim Hariyanto Wijaya Sarwono,lim-hariyanto-wijaya-sarwono,4.9,94.0,10,Indonesia,"Palm oil, nickel mining",Metals & Mining,94.0,"Palm oil, nickel mining, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,7.0,,,,,,1
+552,Rudolf Maag,rudolf-maag,4.9,77.0,8,Switzerland,Medical devices,Healthcare,77.0,"Medical devices, Self Made",,,"Binningen, Switzerland",Switzerland,Married,2.0,"Master of Business Administration, INSEAD",0.0,1.0,0.0,0.0,1
+552,Emanuele (Lino) Saputo & family,emanuele-lino-saputo,4.9,86.0,9,Canada,Cheese,Food & Beverage,86.0,Cheese,,,"Montreal, Canada",Canada,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,0
+552,Mark Shoen,mark-shoen,4.9,72.0,8,United States,U-Haul,Automotive,72.0,U-Haul,5.0,,"Phoenix, Arizona",United States,Married,1.0,"Bachelor of Arts/Science, College of the Holy Cross",1.0,0.0,0.0,0.0,0
+552,Dan Snyder,dan-snyder,4.9,58.0,6,United States,Washington Commanders,Sports,58.0,"Washington Commanders, Self Made",8.0,1.0,"Potomac, Maryland",United States,Married,3.0,"Drop Out, University of Maryland",0.0,0.0,0.0,1.0,1
+552,Chairul Tanjung,chairul-tanjung,4.9,60.0,6,Indonesia,Diversified,Diversified,61.0,"Diversified, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,2.0,"Medical Doctor, University of Indonesia",0.0,0.0,0.0,0.0,1
+552,Kelcy Warren,kelcy-warren,4.9,67.0,7,United States,Pipelines,Energy,67.0,"Pipelines, Self Made",9.0,2.0,"Dallas, Texas",United States,Married,1.0,"Bachelor of Arts/Science, University of Texas Arlington",1.0,0.0,0.0,0.0,1
+552,Zhang Tao,zhang-tao,4.9,50.0,5,China,E-commerce,Fashion & Retail,50.0,"E-commerce, Self Made",,,"Beijing, China",China,,,"Master of Business Administration, The Wharton School of the University of Pennsylvania",0.0,1.0,0.0,0.0,1
+567,Michael Ashley,michael-ashley,4.8,58.0,6,United Kingdom,Sports retailing,Fashion & Retail,58.0,"Sports retailing, Self Made",,,"Hertfordshire, United Kingdom",United Kingdom,Divorced,,,,,,,1
+567,Tomasz Biernacki,tomasz-biernacki,4.8,50.0,5,Poland,Supermarkets,Fashion & Retail,50.0,"Supermarkets, Self Made",,,"Krotoszyn,, Poland",Poland,,,,,,,,1
+567,Bernard Broermann,bernard-broermann,4.8,79.0,8,Germany,Hospitals,Healthcare,79.0,"Hospitals, Self Made",,,"Koenigstein, Germany",Germany,Married,3.0,"Master of Business Administration, Harvard University",0.0,1.0,0.0,0.0,1
+567,Jimmy Haslam,jimmy-haslam,4.8,69.0,7,United States,"Gas stations, retail",Fashion & Retail,69.0,"Gas stations, retail",3.0,2.0,"Knoxville, Tennessee",United States,Married,3.0,"Bachelor of Arts/Science, University of Tennessee Knoxville",1.0,0.0,0.0,0.0,0
+567,H. Fisk Johnson,h-fisk-johnson,4.8,64.0,7,United States,Cleaning products,Manufacturing,65.0,Cleaning products,3.0,2.0,"Racine, Wisconsin",United States,Divorced,1.0,"Bachelor of Arts/Science, Cornell University; Doctorate, Cornell University; Master of Science, Cornell University; Master of Business Administration, Samuel Curtis Johnson Graduate School of Management",1.0,1.0,1.0,0.0,0
+567,S. Curtis Johnson,s-curtis-johnson,4.8,67.0,7,United States,Cleaning products,Manufacturing,68.0,Cleaning products,1.0,2.0,"Racine, Wisconsin",United States,Married,4.0,"Bachelor of Arts/Science, Cornell University; Master of Business Administration, Kellogg School of Management",1.0,1.0,0.0,0.0,0
+567,Helen Johnson-Leipold,helen-johnson-leipold,4.8,66.0,7,United States,Cleaning products,Manufacturing,66.0,Cleaning products,3.0,2.0,"Racine, Wisconsin",United States,Married,5.0,"Bachelor of Arts/Science, Cornell University",1.0,0.0,0.0,0.0,0
+567,Vinod Khosla,vinod-khosla,4.8,68.0,7,United States,Venture capital,Technology,68.0,"Venture capital, Self Made",,,,,,,,,,,,1
+567,Thai Lee,thai-lee,4.8,64.0,7,United States,IT provider,Technology,64.0,"IT provider, Self Made",9.0,1.0,"Austin, Texas",United States,Divorced,2.0,"Bachelor of Arts/Science, Amherst College; Master of Business Administration, Harvard Business School",1.0,1.0,0.0,0.0,1
+567,Winifred J. Marquart,winifred-j-marquart,4.8,63.0,7,United States,Cleaning products,Manufacturing,64.0,Cleaning products,2.0,2.0,"Virginia Beach, Virginia",United States,Married,4.0,"Drop Out, Cornell University",0.0,0.0,0.0,1.0,0
+567,Pankaj Patel,pankaj-patel,4.8,70.0,7,India,Pharmaceuticals,Healthcare,70.0,Pharmaceuticals,,,"Ahmedabad, India",India,Married,2.0,"Bachelor of Arts/Science, Gujarat University; Master of Science, Gujarat University",1.0,1.0,0.0,0.0,0
+567,Horst Julius Pudwill,horst-julius-pudwill,4.8,78.0,8,Germany,Manufacturing,Manufacturing,78.0,"Manufacturing, Self Made",,,"Hong Kong, Hong Kong",Germany,Married,1.0,"Master of Science in Engineering, Technical College in Flensburg",0.0,1.0,0.0,0.0,1
+567,Yu Yong,yu-yong,4.8,62.0,7,China,Mining,Finance & Investments,62.0,"Mining, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+580,Maria Fernanda Amorim & family,maria-fernanda-amorim,4.7,88.0,9,Portugal,"Energy, investments",Diversified,88.0,"Energy, investments",,,"Grijo, Portugal",Portugal,Widowed,3.0,,,,,,0
+580,Gayle Benson,gayle-benson,4.7,76.0,8,United States,New Orleans Saints,Sports,76.0,New Orleans Saints,1.0,2.0,"New Orleans, Louisiana",United States,Widowed,,"High School Graduate, High School",0.0,0.0,0.0,0.0,0
+580,Jason Chang,jason-chang,4.7,78.0,8,Singapore,Electronics,Technology,79.0,"Electronics, Self Made",,,"Taipei, Taiwan",Singapore,Married,3.0,"Bachelor of Arts/Science, National Taiwan University",1.0,0.0,0.0,0.0,1
+580,Ali Erdemoglu,ali-erdemoglu,4.7,63.0,7,Turkey,Carpet,Manufacturing,63.0,"Carpet, Self Made",,,"Istanbul, Turkey",Turkey,Married,3.0,,,,,,1
+580,Andre Esteves,andre-esteves,4.7,54.0,6,Brazil,Banking,Finance & Investments,55.0,"Banking, Self Made",,,"Sao paulo, Brazil",Brazil,Married,3.0,"Bachelor of Arts/Science, Universidade Federal do Rio de Janeiro",1.0,0.0,0.0,0.0,1
+580,Carlo Fidani,carlo-fidani,4.7,68.0,7,Canada,Real estate,Real Estate,68.0,Real estate,,,"Toronto, Canada",Canada,,,,,,,,0
+580,Hong Ra-hee,hong-ra-hee,4.7,77.0,8,South Korea,Samsung,Technology,78.0,Samsung,,,"Seoul, South Korea",South Korea,Widowed,3.0,"Bachelor of Arts/Science, Seoul National University",1.0,0.0,0.0,0.0,0
+580,Li Gaiteng,li-gaiteng,4.7,50.0,5,China,Hair dryers,Manufacturing,51.0,"Hair dryers, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+580,Thomas Secunda,thomas-secunda,4.7,68.0,7,United States,Bloomberg LP,Media & Entertainment,69.0,"Bloomberg LP, Self Made",8.0,2.0,"Croton-on-Hudson, New York",United States,Married,2.0,"Bachelor of Arts/Science, SUNY Binghamton",1.0,0.0,0.0,0.0,1
+580,Zuowen Song,zuowen-song,4.7,76.0,8,China,"Aluminum, diversified",Diversified,76.0,"Aluminum, diversified, Self Made",,,"Longkou, China",China,Married,2.0,,,,,,1
+580,Tim Sweeney,tim-sweeney,4.7,52.0,6,United States,Video games,Media & Entertainment,52.0,"Video games, Self Made",8.0,1.0,"Cary, North Carolina",United States,,,"Bachelor of Arts/Science, University of Maryland, College Park",1.0,0.0,0.0,0.0,1
+591,Bert Beveridge,bert-beveridge,4.6,61.0,7,United States,Vodka,Food & Beverage,61.0,"Vodka, Self Made",8.0,,"Austin, Texas",United States,Married,3.0,"Bachelor of Arts/Science, University of Texas at Austin",1.0,0.0,0.0,0.0,1
+591,Mark Cuban,mark-cuban,4.6,64.0,7,United States,"Online media, Dallas Mavericks",Media & Entertainment,65.0,"Online media, Dallas Mavericks, Self Made",8.0,1.0,"Dallas, Texas",United States,Married,3.0,"Bachelor of Arts/Science, Indiana University",1.0,0.0,0.0,0.0,1
+591,Charles Dolan & family,charles-dolan,4.6,96.0,10,United States,Cable television,Media & Entertainment,96.0,"Cable television, Self Made",9.0,2.0,"Oyster Bay, New York",United States,Married,6.0,"Drop Out, John Carroll University",0.0,0.0,0.0,1.0,1
+591,Jack Dorsey,jack-dorsey,4.6,46.0,5,United States,"Twitter, Square",Technology,46.0,"Twitter, Square, Self Made",8.0,3.0,"San Francisco, California",United States,Single,,"Drop Out, New York University",0.0,0.0,0.0,1.0,1
+591,Fan Hongwei,fan-hongwei,4.6,56.0,6,China,Petrochemicals,Energy,56.0,"Petrochemicals, Self Made",,,"Wujiang, China",China,Married,1.0,,,,,,1
+591,Vladimir Kim,vladimir-kim,4.6,62.0,7,Kazakhstan,Mining,Metals & Mining,62.0,"Mining, Self Made",,,"Almaty, Kazakhstan",Kazakhstan,Married,3.0,,,,,,1
+591,"Andre Koo, Sr.",andre-koo-sr,4.6,55.0,6,Taiwan,Financial services,Finance & Investments,56.0,Financial services,,,"Taipei, Taiwan",Taiwan,Married,2.0,"Master of Business Administration, Leonard N. Stern School of Business; Bachelor of Arts/Science, New York University",1.0,1.0,0.0,0.0,0
+591,Ronald Lauder,ronald-lauder,4.6,79.0,8,United States,Estee Lauder,Fashion & Retail,79.0,Estee Lauder,5.0,3.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,0
+591,Li Chunan,li-chunan,4.6,54.0,6,China,Renewable energy,Manufacturing,54.0,"Renewable energy, Self Made",,,"Fushun, China",China,,,,,,,,1
+591,Forrest Li,forrest-li,4.6,45.0,5,Singapore,Gaming,Media & Entertainment,45.0,"Gaming, Self Made",,,"Singapore, Singapore",Singapore,Married,,"Bachelor of Engineering, Shanghai Jiaotong University; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,1
+591,Richard Li,richard-li,4.6,56.0,6,Hong Kong,Telecom,Telecom,56.0,Telecom,,,"Hong Kong, Hong Kong",Hong Kong,Single,3.0,"Drop Out, Stanford University",0.0,0.0,0.0,1.0,0
+591,Doug Meijer & family,doug-meijer,4.6,69.0,7,United States,Supermarkets,Fashion & Retail,69.0,Supermarkets,3.0,2.0,"Grand Rapids, Michigan",United States,Divorced,1.0,,,,,,0
+591,Hank Meijer & family,hank-meijer,4.6,71.0,8,United States,Supermarkets,Fashion & Retail,71.0,Supermarkets,3.0,2.0,"Grand Rapids, Michigan",United States,Married,3.0,,,,,,0
+591,Mark Meijer & family,mark-meijer,4.6,65.0,7,United States,Supermarkets,Fashion & Retail,65.0,Supermarkets,3.0,2.0,"Grand Rapids, Michigan",United States,,,,,,,,0
+591,Issad Rebrab & family,issad-rebrab,4.6,79.0,8,Algeria,Food,Food & Beverage,79.0,"Food, Self Made",,,"Algiers, Algeria",Algeria,Married,5.0,,,,,,1
+591,Fred Smith,fred-smith-1,4.6,78.0,8,United States,FedEx,Logistics,79.0,"FedEx, Self Made",9.0,1.0,"Memphis, Tennessee",United States,Married,10.0,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+591,Barry Sternlicht,barry-sternlicht,4.6,62.0,7,United States,Private equity,Finance & Investments,62.0,"Private equity, Self Made",8.0,1.0,"Miami, Florida",United States,Divorced,3.0,"Bachelor of Arts/Science, Brown University",1.0,0.0,0.0,0.0,1
+591,Maximilian Viessmann,maximilian-viessmann,4.6,34.0,4,Germany,"Heating, cooling equipment",Manufacturing,34.0,"Heating, cooling equipment",,,"Battenberg, Germany",Germany,,,,,,,,0
+591,Russ Weiner,russ-weiner,4.6,52.0,6,United States,Energy drinks,Food & Beverage,53.0,"Energy drinks, Self Made",8.0,1.0,"Delray Beach, Florida",United States,Single,,"Bachelor of Arts/Science, San Diego State University",1.0,0.0,0.0,0.0,1
+591,Xue Min,xue-min,4.6,66.0,7,China,Healthcare,Healthcare,66.0,"Healthcare, Self Made",,,"Wuhan, China",China,,,,,,,,1
+611,Juan Domingo Beckmann Legorreta & family,juan-domingo-beckmann-legorreta,4.5,55.0,6,Mexico,Tequila,Food & Beverage,56.0,Tequila,,,Mexico,Mexico,,,,,,,,0
+611,Dietmar Hopp & family,dietmar-hopp,4.5,82.0,9,Germany,Software,Technology,83.0,"Software, Self Made",,,"Walldorf, Germany",Germany,Married,2.0,"Master of Science, University of Karlsruhe",0.0,1.0,0.0,0.0,1
+611,Jiang Bin,jiang-bin,4.5,56.0,6,China,Acoustic components,Technology,56.0,"Acoustic components, Self Made",,,"Weifang, China",China,Married,1.0,"Bachelor of Arts/Science, Beijing University of Aeronautics and Astronautics; Master of Business Administration, Tsinghua University",1.0,1.0,0.0,0.0,1
+611,Joseph Liemandt,joseph-liemandt,4.5,54.0,6,United States,Software,Technology,55.0,"Software, Self Made",7.0,,"Austin, Texas",United States,Single,,"Drop Out, Stanford University",0.0,0.0,0.0,1.0,1
+611,Theo Mueller,theo-mueller,4.5,83.0,9,Germany,Dairy,Food & Beverage,83.0,Dairy,,,"Zurich, Switzerland",Germany,In Relationship,9.0,,,,,,0
+611,N.R. Narayana Murthy,nr-narayana-murthy,4.5,76.0,8,India,Software services,Technology,77.0,"Software services, Self Made",,,"Bangalore, India",India,Married,2.0,"Master of Science, Indian Institute of Technology",0.0,1.0,0.0,0.0,1
+611,Odd Reitan & family,odd-reitan,4.5,71.0,8,Norway,"Retail, real estate",Fashion & Retail,71.0,"Retail, real estate",,,"Trondheim, Norway",Norway,Married,2.0,,,,,,0
+611,Marc Rowan,marc-rowan,4.5,60.0,6,United States,Private equity,Finance & Investments,61.0,"Private equity, Self Made",8.0,2.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, University of Pennsylvania; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+611,Hussain Sajwani,hussain-sajwani,4.5,70.0,7,United Arab Emirates,Real estate,Real Estate,70.0,"Real estate, Self Made",,,"Dubai, United Arab Emirates",United Arab Emirates,Married,4.0,"Bachelor of Arts/Science, University of Washington",1.0,0.0,0.0,0.0,1
+611,David Velez & family,david-velez,4.5,41.0,5,Colombia,Fintech,Finance & Investments,41.0,"Fintech, Self Made",,,"Sao Paulo, Brazil",Colombia,Married,,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Science, Stanford University",1.0,1.0,0.0,0.0,1
+611,Xu Jinfu,xu-jinfu,4.5,59.0,6,China,Chemicals,Manufacturing,59.0,"Chemicals, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+611,Samuel Yin,samuel-yin,4.5,72.0,8,Taiwan,Retail,Diversified,73.0,Retail,,,"Taipei, Taiwan",Taiwan,Married,2.0,"Bachelor of Arts/Science, Chinese Culture University; Ph.D, National Chengchi University; Master of Business Administration, National Taiwan University",1.0,1.0,0.0,0.0,0
+611,You Xiaoping,you-xiaoping,4.5,65.0,7,China,"Chemicals, spandex",Manufacturing,65.0,"Chemicals, spandex, Self Made",,,"Wenzhou, China",China,Married,2.0,,,,,,1
+624,Stéphane Bancel,stephane-bancel,4.4,50.0,5,France,"Biotech, vaccines",Healthcare,51.0,"Biotech, vaccines, Self Made",,,"Boston, Massachusetts",France,Married,2.0,"Master of Science in Engineering, Ecole Centrale Paris; Master of Business Administration, Harvard University; Master of Science in Engineering, University of Minnesota",0.0,1.0,0.0,0.0,1
+624,Margot Birmingham Perot,margot-birmingham-perot,4.4,89.0,9,United States,"Computer services, real estate",Technology,89.0,"Computer services, real estate",1.0,2.0,"Dallas, Texas",United States,Widowed,5.0,"Bachelor of Arts/Science, Goucher College",1.0,0.0,0.0,0.0,0
+624,Neal Blue & family,neal-blue,4.4,88.0,9,United States,Defense,Manufacturing,88.0,"Defense, Self Made",7.0,,"San Diego, California",United States,Widowed,,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+624,Jim Davis,jim-davis-1,4.4,63.0,7,United States,Staffing & recruiting,Service,63.0,"Staffing & recruiting, Self Made",8.0,2.0,"Cockeysville, Maryland",United States,Married,2.0,"Bachelor of Arts/Science, Villanova University",1.0,0.0,0.0,0.0,1
+624,Rafael Del Pino,rafael-del-pino-1,4.4,64.0,7,Spain,Construction,Construction & Engineering,65.0,Construction,,,"Madrid, Spain",Spain,Divorced,6.0,"Master of Business Administration, MIT Sloan School of Management; Bachelor of Arts/Science, Universidad  Politecnica de Madrid",1.0,1.0,0.0,0.0,0
+624,Peter Grogg,peter-grogg,4.4,81.0,9,Switzerland,Biochemicals,Healthcare,81.0,"Biochemicals, Self Made",,,"Liestal, Switzerland",Switzerland,,,,,,,,1
+624,Christian Haub,christian-haub,4.4,58.0,6,Germany,Retail,Fashion & Retail,59.0,Retail,,,"Munich, Germany",Germany,Married,4.0,,,,,,0
+624,Mangal Prabhat Lodha,mangal-prabhat-lodha,4.4,67.0,7,India,Real estate,Real Estate,67.0,"Real estate, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+624,Jeffrey Lurie & family,jeffrey-lurie,4.4,71.0,8,United States,Philadelphia Eagles,Sports,71.0,Philadelphia Eagles,4.0,2.0,"Wynnewood, Pennsylvania",United States,Married,2.0,"Doctorate, Brandeis University; Bachelor of Arts/Science, Clark University",1.0,0.0,1.0,0.0,0
+624,Joe Mansueto,joe-mansueto,4.4,66.0,7,United States,Investment research,Finance & Investments,66.0,"Investment research, Self Made",8.0,2.0,"Chicago, Illinois",United States,Married,3.0,"Bachelor of Arts/Science, University of Chicago",1.0,0.0,0.0,0.0,1
+624,Qian Dongqi & family,qian-dongqi,4.4,65.0,7,China,Home-cleaning robots,Manufacturing,65.0,"Home-cleaning robots, Self Made",,,"Suzhou, China",China,Married,1.0,"Master of Philosophy, Nanjing University",0.0,1.0,0.0,0.0,1
+624,Mikhail Shelkov,mikhail-shelkov,4.4,54.0,6,Russia,Titanium,Metals & Mining,55.0,"Titanium, Self Made",,,"Moscow, Russia",Russia,,,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+636,Patrick Drahi,patrick-drahi,4.3,59.0,6,France,Telecom,Telecom,60.0,"Telecom, Self Made",,,"Zermatt, Switzerland",France,Married,4.0,,,,,,1
+636,Behdad Eghbali,behdad-eghbali,4.3,46.0,5,United States,Private equity,Finance & Investments,47.0,"Private equity, Self Made",8.0,,"Los Angeles, California",United States,Married,,"Bachelor of Business Administration, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+636,Juan Carlos Escotet,juan-carlos-escotet,4.3,63.0,7,Venezuela,Banking,Finance & Investments,64.0,"Banking, Self Made",,,"A Coruña, Spain",Venezuela,Married,4.0,"Master, University of Miami",0.0,1.0,0.0,0.0,1
+636,Jose E. Feliciano,jose-e-feliciano,4.3,49.0,5,United States,Private equity,Finance & Investments,50.0,"Private equity, Self Made",8.0,1.0,"Los Angeles, California",United States,Married,,"Bachelor of Engineering, Princeton University; Master of Business Administration, Stanford University",1.0,1.0,0.0,0.0,1
+636,Hu Kaijun,hu-kaijun,4.3,61.0,7,China,Pharmaceuticals,Healthcare,61.0,"Pharmaceuticals, Self Made",,,"Beijing, China",China,,,,,,,,1
+636,Johnelle Hunt,johnelle-hunt,4.3,91.0,10,United States,Trucking,Logistics,91.0,"Trucking, Self Made",7.0,2.0,"Fayetteville, Arkansas",United States,Widowed,2.0,"Drop Out, University of Central Arkansas",0.0,0.0,0.0,1.0,1
+636,Marian Ilitch,marian-ilitch,4.3,90.0,9,United States,Little Caesars Pizza,Food & Beverage,90.0,"Little Caesars Pizza, Self Made",9.0,2.0,"Bingham Farms, Michigan",United States,Widowed,7.0,"Diploma, High School; High School Graduate, High School",0.0,0.0,0.0,0.0,1
+636,Daryl Katz,daryl-katz,4.3,61.0,7,Canada,Pharmacies,Diversified,61.0,"Pharmacies, Self Made",,,"Edmonton, Canada",Canada,Married,2.0,"Bachelor of Arts/Science, University of Alberta; Doctor of Jurisprudence, University of Alberta",1.0,0.0,0.0,0.0,1
+636,Andrei Kozitsyn,andrei-kozitsyn,4.3,62.0,7,Russia,Metals,Metals & Mining,63.0,"Metals, Self Made",,,"Verkhniaya Pyshma, Russia",Russia,Married,1.0,"Master of Science in Engineering, Ural Polytechnic Institute",0.0,1.0,0.0,0.0,1
+636,Timur Kulibaev,timur-kulibaev,4.3,56.0,6,Kazakhstan,Banking,Finance & Investments,56.0,"Banking, Self Made",,,"Almaty, Kazakhstan",Kazakhstan,Married,3.0,"Bachelor of Arts/Science, Moscow State University",1.0,0.0,0.0,0.0,1
+636,Dinara Kulibaeva,dinara-kulibaeva,4.3,55.0,6,Kazakhstan,Banking,Finance & Investments,56.0,Banking,,,"Almaty, Kazakhstan",Kazakhstan,Married,3.0,"Doctorate in Pedagogical Sciences, State Institute of Theatre Arts (GITIS, Moscow)",0.0,0.0,1.0,0.0,0
+636,Ian Livingstone,ian-livingstone,4.3,60.0,6,United Kingdom,Real estate,Real Estate,61.0,"Real estate, Self Made",,,,United Kingdom,,,,,,,,1
+636,Richard Livingstone,richard-livingstone,4.3,58.0,6,United Kingdom,Real estate,Real Estate,58.0,"Real estate, Self Made",,,,United Kingdom,,,,,,,,1
+636,Gwendolyn Sontheim Meyer,gwendolyn-sontheim-meyer,4.3,61.0,7,United States,Cargill,Food & Beverage,61.0,Cargill,1.0,1.0,"Rancho Santa Fe, California",United States,Divorced,2.0,,,,,,0
+636,Jay Paul,jay-paul,4.3,75.0,8,United States,Real estate,Real Estate,76.0,"Real estate, Self Made",8.0,,"San Francisco, California",United States,Married,,"Bachelor of Arts/Science, Boston University",1.0,0.0,0.0,0.0,1
+636,Pham Nhat Vuong,pham-nhat-vuong,4.3,54.0,6,Vietnam,Diversified,Diversified,55.0,"Diversified, Self Made",,,"Hanoi, Vietnam",Vietnam,Married,3.0,,,,,,1
+636,Jon Stryker,jon-stryker,4.3,64.0,7,United States,Medical equipment,Healthcare,65.0,Medical equipment,1.0,4.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Kalamazoo College; Master of Architecture, University of California, Berkeley",1.0,1.0,0.0,0.0,0
+636,Daniel Tsai,daniel-tsai,4.3,66.0,7,Taiwan,Finance,Finance & Investments,67.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,4.0,"LLM, Georgetown University; LLB, National Taiwan University",0.0,0.0,0.0,0.0,0
+636,Richard Tsai,richard-tsai,4.3,65.0,7,Taiwan,Finance,Finance & Investments,66.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,2.0,"Master of Business Administration, Leonard N. Stern School of Business; Graduate, National Taiwan University",0.0,1.0,0.0,0.0,0
+636,Frank Wang,frank-wang,4.3,42.0,5,China,Drones,Technology,42.0,"Drones, Self Made",,,"Shenzhen, China",China,Married,,"Bachelor of Arts/Science, Hong Kong University of Science and Technology; Master of Science, Hong Kong University of Science and Technology",1.0,1.0,0.0,0.0,1
+636,Wang Junshi & family,wang-junshi,4.3,74.0,8,China,Solar inverters,Manufacturing,74.0,"Solar inverters, Self Made",,,"Ningbo, China",China,Married,1.0,,,,,,1
+636,Wang Wenjing,wang-wenjing,4.3,58.0,6,China,Business software,Technology,58.0,"Business software, Self Made",,,"Beijing, China",China,Married,1.0,"Bachelor of Arts/Science, Jiangxi University of Finance & Economics",1.0,0.0,0.0,0.0,1
+636,Herbert Wertheim,herbert-wertheim,4.3,83.0,9,United States,Investments,Finance & Investments,84.0,"Investments, Self Made",10.0,1.0,"Coral Gables, Florida",United States,Married,,"Associate in Arts/Science, Brevard Community College; Bachelor of Arts/Science, Southern College of Optometry; Doctorate, Southern College of Optometry",1.0,0.0,1.0,0.0,1
+659,Shari Arison,shari-arison,4.2,65.0,7,Israel,Carnival Cruises,Service,65.0,Carnival Cruises,,,"Tel Aviv, Israel",Israel,Divorced,4.0,"Drop Out, Miami Dade College",0.0,0.0,0.0,1.0,0
+659,Pyotr Aven,pyotr-aven,4.2,68.0,7,Russia,"Oil, banking, telecom",Finance & Investments,68.0,"Oil, banking, telecom, Self Made",,,Latvia,Russia,Married,3.0,"Ph.D, Moscow State University",0.0,0.0,0.0,0.0,1
+659,Chan Laiwa & family,chan-laiwa,4.2,82.0,9,China,Real estate,Real Estate,82.0,"Real estate, Self Made",,,"Beijing, China",China,Married,3.0,"Doctorate, Savannah College of Art and Design",0.0,0.0,1.0,0.0,1
+659,Chen Hua,chen-hua-1,4.2,57.0,6,China,Real estate,Real Estate,57.0,"Real estate, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+659,Thomas Hagen,thomas-hagen,4.2,87.0,9,United States,Insurance,Finance & Investments,87.0,Insurance,2.0,2.0,"Erie, Pennsylvania",United States,Widowed,2.0,"Bachelor of Arts/Science, Ohio State University",1.0,0.0,0.0,0.0,0
+659,"Rupert Johnson, Jr.",rupert-johnson-jr,4.2,82.0,9,United States,Franklin Templeton,Finance & Investments,83.0,Franklin Templeton,4.0,2.0,"Burlingame, California",United States,Married,,"Bachelor of Arts/Science, Washington & Lee University",1.0,0.0,0.0,0.0,0
+659,Dewi Kam,dewi-kam,4.2,72.0,8,Indonesia,Coal,Energy,73.0,"Coal, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,,,,,,,1
+659,Min Kao & family,min-kao,4.2,74.0,8,United States,Navigation equipment,Technology,74.0,"Navigation equipment, Self Made",8.0,2.0,"Leawood, Kansas",United States,Married,2.0,"Bachelor of Arts/Science, National Taiwan University; Doctorate, University of Tennessee Knoxville; Master of Science, University of Tennessee Knoxville",1.0,1.0,1.0,0.0,1
+659,Marc Ladreit de Lacharriere,marc-ladreit-de-lacharriere,4.2,82.0,9,France,Finance,Finance & Investments,82.0,"Finance, Self Made",,,"Paris, France",France,Divorced,4.0,,,,,,1
+659,Eric Lefkofsky,eric-lefkofsky,4.2,53.0,6,United States,"Groupon, investments",Technology,53.0,"Groupon, investments, Self Made",8.0,2.0,"Glencoe, Illinois",United States,Married,3.0,"Bachelor of Arts/Science, University of Michigan; Doctor of Jurisprudence, University of Michigan",1.0,0.0,0.0,0.0,1
+659,Lin Bin,lin-bin,4.2,55.0,6,United States,Smartphones,Technology,55.0,"Smartphones, Self Made",8.0,,"Shenzhen, China",United States,,,"Master, Drexel University; Bachelor of Arts/Science, Sun Yat-sen University",1.0,1.0,0.0,0.0,1
+659,Lin Li,lin-li,4.2,59.0,6,China,Investments,Finance & Investments,60.0,"Investments, Self Made",,,"Shenzhen, China",China,Married,1.0,"Chinese Academy of Social Sciences; Bachelor of Arts/Science, Hubei University of Technology",1.0,0.0,0.0,0.0,1
+659,Michael Moritz,michael-moritz,4.2,68.0,7,United States,Venture capital,Technology,68.0,"Venture capital, Self Made",,,,,,,,,,,,1
+659,Jean (Gigi) Pritzker,jean-gigi-pritzker,4.2,60.0,6,United States,"Hotels, investments",Service,61.0,"Hotels, investments",3.0,2.0,"Los Angeles, California",United States,Married,3.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,0
+659,E. Joe Shoen,e-joe-shoen,4.2,73.0,8,United States,U-Haul,Automotive,73.0,U-Haul,5.0,,"Phoenix, Arizona",United States,Married,,"Bachelor of Arts/Science, College of the Holy Cross; Master of Business Administration, Harvard Business School",1.0,1.0,0.0,0.0,0
+659,Jeff Skoll,jeff-skoll,4.2,58.0,6,United States,EBay,Technology,58.0,"EBay, Self Made",6.0,4.0,"Los Angeles, California",United States,Single,,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Arts/Science, University of Toronto",1.0,1.0,0.0,0.0,1
+659,Lynsi Snyder,lynsi-snyder,4.2,40.0,4,United States,In-N-Out Burger,Food & Beverage,41.0,In-N-Out Burger,3.0,1.0,"Glendora, California",United States,Married,,,,,,,0
+659,Djoko Susanto,djoko-susanto,4.2,73.0,8,Indonesia,Supermarkets,Fashion & Retail,73.0,"Supermarkets, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,5.0,,,,,,1
+659,Tahir & family,tahir,4.2,71.0,8,Indonesia,Diversified,Diversified,71.0,"Diversified, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,4.0,"Master of Business Administration, Golden Gate University; Bachelor of Arts/Science, Nan Yang University",1.0,1.0,0.0,0.0,1
+659,Peter Thiel,peter-thiel,4.2,55.0,6,United States,"Facebook, investments",Finance & Investments,55.0,"Facebook, investments, Self Made",,,,,,,,,,,,1
+679,Andrej Babis,andrej-babis,4.1,68.0,7,Czech Republic,Agriculture,Food & Beverage,68.0,"Agriculture, Self Made",,,"Prague, Czech Republic",Czech Republic,Married,4.0,"Master, University of Economics in Bratislava (UEB)",0.0,1.0,0.0,0.0,1
+679,Danielle Bellon & family,danielle-bellon,4.1,83.0,9,France,Food services,Service,83.0,Food services,,,"Paris, France",France,Widowed,4.0,,,,,,0
+679,Hubert Burda,hubert-burda,4.1,83.0,9,Germany,Publishing,Media & Entertainment,83.0,Publishing,,,"Munich, Germany",Germany,Married,2.0,"Bachelor of Arts/Science, Ludwig Maxmilian University",1.0,0.0,0.0,0.0,0
+679,Nick Caporella,nick-caporella,4.1,87.0,9,United States,Beverages,Food & Beverage,87.0,"Beverages, Self Made",9.0,,"Plantation, Florida",United States,Married,4.0,,,,,,1
+679,John Catsimatidis,john-catsimatidis,4.1,74.0,8,United States,"Oil, real estate",Energy,74.0,"Oil, real estate, Self Made",10.0,1.0,"New York, New York",United States,Married,2.0,"Drop Out, New York University",0.0,0.0,0.0,1.0,1
+679,Scott Cook,scott-cook,4.1,70.0,7,United States,Software,Technology,71.0,"Software, Self Made",8.0,3.0,"Woodside, California",United States,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, University of Southern California",1.0,1.0,0.0,0.0,1
+679,Luca Garavoglia,luca-garavoglia,4.1,54.0,6,Italy,Spirits,Food & Beverage,54.0,Spirits,,,"Milan, Italy",Italy,,,"Bachelor of Commerce, Bocconi University",1.0,0.0,0.0,0.0,0
+679,Antti Herlin,antti-herlin,4.1,66.0,7,Finland,"Elevators, escalators",Manufacturing,66.0,"Elevators, escalators",,,"Kirkkonummi, Finland",Finland,Married,4.0,,,,,,0
+679,Hong Jie,hong-jie,4.1,55.0,6,China,Paint,Manufacturing,55.0,"Paint, Self Made",,,"Putian, China",China,,,,,,,,1
+679,"Jeremy Jacobs, Sr. & family",jeremy-jacobs-sr,4.1,83.0,9,United States,Food service,Service,83.0,Food service,5.0,2.0,"East Aurora, New York",United States,Married,6.0,"Bachelor of Arts/Science, SUNY Buffalo",1.0,0.0,0.0,0.0,0
+679,Igor Kesaev,igor-kesaev,4.1,56.0,6,Russia,"Tobacco distribution, retail",Fashion & Retail,56.0,"Tobacco distribution, retail, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master, Moscow Institute of International Relations",0.0,1.0,0.0,0.0,1
+679,Mary Alice Dorrance Malone,mary-alice-dorrance-malone,4.1,73.0,8,United States,Campbell Soup,Food & Beverage,73.0,Campbell Soup,2.0,1.0,"Coatesville, Pennsylvania",United States,Divorced,2.0,"Bachelor of Arts/Science, University of Arizona",1.0,0.0,0.0,0.0,0
+679,Joao Moreira Salles,joao-moreira-salles,4.1,61.0,7,Brazil,"Banking, minerals",Diversified,61.0,"Banking, minerals",,,"Rio de Janeiro, Brazil",Brazil,Divorced,1.0,,,,,,0
+679,Walther Moreira Salles Junior,walther-moreira-salles-junior,4.1,66.0,7,Brazil,"Banking, minerals",Finance & Investments,67.0,"Banking, minerals",,,"Rio de Janeiro, Brazil",Brazil,Married,1.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+679,Arturo Moreno,arturo-moreno,4.1,76.0,8,United States,"Billboards, Los Angeles Angels",Sports,77.0,"Billboards, Los Angeles Angels, Self Made",8.0,2.0,"Phoenix, Arizona",United States,Married,3.0,"Bachelor of Arts/Science, University of Arizona",1.0,0.0,0.0,0.0,1
+679,Peter Spuhler,peter-spuhler,4.1,63.0,7,Switzerland,Train cars,Manufacturing,63.0,"Train cars, Self Made",,,"Weiningen, Switzerland",Switzerland,Married,2.0,,,,,,1
+679,Donald Sterling,donald-sterling,4.1,88.0,9,United States,Real estate,Real Estate,89.0,"Real estate, Self Made",8.0,1.0,"Beverly Hills, California",United States,Married,3.0,"Bachelor of Arts/Science, California State Los Angeles; Doctor of Jurisprudence, Southwestern Law School",1.0,0.0,0.0,0.0,1
+679,Kerry Stokes,kerry-stokes,4.1,82.0,9,Australia,"Construction equipment, media",Diversified,82.0,"Construction equipment, media, Self Made",,,"Perth, Australia",Australia,Married,4.0,,,,,,1
+679,Ken Xie,ken-xie,4.1,60.0,6,United States,Cybersecurity,Technology,60.0,"Cybersecurity, Self Made",8.0,1.0,"Los Altos Hills, California",United States,Married,,"Master of Science, Stanford University; Bachelor of Science, Tsinghua University; Master of Science, Tsinghua University",1.0,1.0,0.0,0.0,1
+679,Liangzhi Xie & family,liangzhi-xie,4.1,57.0,6,China,Biotech,Healthcare,57.0,"Biotech, Self Made",,,"Beijing, China",China,Married,,"Ph.D, Massachusetts Institute of Technology",0.0,0.0,0.0,0.0,1
+699,Sid Bass,sid-bass,4.0,80.0,8,United States,"Oil, investments",Energy,81.0,"Oil, investments",4.0,2.0,"Fort Worth, Texas",United States,Divorced,2.0,"Master of Business Administration, Stanford University; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,0
+699,Ben Chestnut,ben-chestnut,4.0,48.0,5,United States,Email marketing,Technology,49.0,"Email marketing, Self Made",8.0,1.0,"Atlanta, Georgia",United States,Married,2.0,"Bachelor of Arts/Science, Georgia Institute of Technology",1.0,0.0,0.0,0.0,1
+699,Elisabeth DeLuca & family,elisabeth-deluca,4.0,75.0,8,United States,Subway,Food & Beverage,76.0,Subway,,,,United States,Widowed,1.0,,,,,,0
+699,Guangchang Guo,guangchang-guo,4.0,56.0,6,China,Conglomerate,Diversified,56.0,"Conglomerate, Self Made",,,"Shanghai, China",China,Married,3.0,"Bachelor of Arts/Science, Fudan University; Master of Business Administration, Fudan University",1.0,1.0,0.0,0.0,1
+699,Vinod Rai Gupta,vinod-rai-gupta,4.0,77.0,8,India,Electrical equipment,Manufacturing,77.0,Electrical equipment,,,"Delhi, India",India,,,,,,,,0
+699,John Henry,john-henry,4.0,73.0,8,United States,Sports,Sports,73.0,"Sports, Self Made",7.0,1.0,"Boca Raton, Florida",United States,Married,2.0,,,,,,1
+699,Travis Kalanick,travis-kalanick,4.0,46.0,5,United States,Uber,Technology,47.0,"Uber, Self Made",8.0,1.0,"Los Angeles, California",United States,Single,,"Drop Out, University of California, Los Angeles",0.0,0.0,0.0,1.0,1
+699,Koon Poh Keong,koon-poh-keong,4.0,61.0,7,Malaysia,Aluminum,Manufacturing,62.0,"Aluminum, Self Made",,,"Petaling Jaya, Malaysia",Malaysia,Married,,"Bachelor of Engineering, University of Oklahoma",1.0,0.0,0.0,0.0,1
+699,Dan Kurzius,dan-kurzius,4.0,51.0,6,United States,Email marketing,Technology,51.0,"Email marketing, Self Made",9.0,1.0,"Atlanta, Georgia",United States,Married,2.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+699,Paul Lee,paul-lee-1,4.0,65.0,7,United States,Battery separators,Manufacturing,65.0,"Battery separators, Self Made",8.0,,"Yuxi, China",United States,Married,,"Master of Science, University of Massachusetts",0.0,1.0,0.0,0.0,1
+699,Tobi Lutke,tobi-lutke,4.0,42.0,5,Canada,E-commerce,Technology,43.0,"E-commerce, Self Made",8.0,,"Ottawa, Canada",Canada,Married,3.0,,,,,,1
+699,Gail Miller,gail-miller,4.0,79.0,8,United States,Car dealerships,Automotive,79.0,"Car dealerships, Self Made",7.0,2.0,"Salt Lake City, Utah",United States,"Widowed, Remarried",5.0,"Drop Out, University of Utah",0.0,0.0,0.0,1.0,1
+699,Rajan Mittal,rajan-mittal,4.0,63.0,7,India,Telecom,Telecom,63.0,Telecom,,,"Delhi, India",India,Married,,"Bachelor of Arts/Science, Punjab University",1.0,0.0,0.0,0.0,0
+699,Rakesh Mittal,rakesh-mittal,4.0,67.0,7,India,Telecom,Telecom,67.0,Telecom,,,"Delhi, India",India,Married,,"Bachelor of Arts/Science, Punjab University",1.0,0.0,0.0,0.0,0
+699,Isaac Perlmutter,isaac-perlmutter,4.0,80.0,8,United States,Marvel comics,Media & Entertainment,80.0,"Marvel comics, Self Made",10.0,1.0,"Palm Beach, Florida",United States,Married,,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+699,"Bernard Saul, II.",bernard-saul-ii,4.0,90.0,9,United States,"Banking, real estate",Finance & Investments,91.0,"Banking, real estate",5.0,,"Chevy Chase, Maryland",United States,Married,5.0,"LLB, University of Virginia; Bachelor of Arts/Science, Villanova University",1.0,0.0,0.0,0.0,0
+699,Shaul Shani,shaul-shani,4.0,68.0,7,Israel,Telecom,Telecom,68.0,"Telecom, Self Made",,,"Milan, Italy",Israel,,,,,,,,1
+699,Steven Spielberg,steven-spielberg,4.0,76.0,8,United States,Movies,Media & Entertainment,76.0,"Movies, Self Made",8.0,3.0,"Pacific Palisades, California",United States,Married,7.0,"Bachelor of Arts/Science, California State Long Beach",1.0,0.0,0.0,0.0,1
+699,Jerzy Starak,jerzy-starak,4.0,75.0,8,Poland,Pharmaceuticals,Healthcare,75.0,"Pharmaceuticals, Self Made",,,"Konstancin, Poland",Poland,Married,3.0,,,,,,1
+699,Torbjorn Tornqvist,torbjorn-tornqvist,4.0,69.0,7,Sweden,Oil trading,Energy,69.0,"Oil trading, Self Made",,,"Geneva, Switzerland",Sweden,,,"Graduate, Stockholm University",0.0,0.0,0.0,0.0,1
+699,Rufino Vigil Gonzalez,rufino-vigil-gonzalez,4.0,74.0,8,Mexico,Steel,Metals & Mining,75.0,"Steel, Self Made",,,"Mexico City, Mexico",Mexico,Married,4.0,"Bachelor of Arts/Science, Universidad Iberoamericana",1.0,0.0,0.0,0.0,1
+699,Zhang Daocai,zhang-daocai,4.0,73.0,8,China,Valves,Diversified,73.0,"Valves, Self Made",,,"Shaoxing, China",China,,2.0,,,,,,1
+721,Juergen Blickle,juergen-blickle,3.9,76.0,8,Germany,Auto parts,Manufacturing,76.0,Auto parts,,,"Bruchsal, Germany",Germany,Married,,,,,,,0
+721,"Austen Cargill, II.",austen-cargill-ii,3.9,72.0,8,United States,Cargill,Food & Beverage,72.0,Cargill,1.0,1.0,"Livingston, Montana",United States,Divorced,2.0,"Doctorate, Oregon State University; Bachelor of Arts/Science, University of Minnesota; Master of Science, University of Minnesota",1.0,1.0,1.0,0.0,0
+721,"James Cargill, II.",james-cargill-ii,3.9,73.0,8,United States,Cargill,Food & Beverage,74.0,Cargill,1.0,1.0,"Birchwood, Wisconsin",United States,Married,2.0,,,,,,0
+721,Vanich Chaiyawan,vanich-chaiyawan,3.9,91.0,10,Thailand,"Insurance, beverages",Finance & Investments,91.0,"Insurance, beverages, Self Made",,,"Bangkok, Thailand",Thailand,Married,8.0,,,,,,1
+721,Dongsheng Chen,dongsheng-chen,3.9,65.0,7,China,Insurance,Finance & Investments,65.0,"Insurance, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+721,Mong-Koo Chung,mong-koo-chung,3.9,85.0,9,South Korea,Hyundai,Automotive,85.0,Hyundai,,,"Seoul, South Korea",South Korea,Married,4.0,"Bachelor of Arts/Science, Hanyang University",1.0,0.0,0.0,0.0,0
+721,Kenneth Dart,kenneth-dart,3.9,67.0,7,Belize,Investments,Finance & Investments,68.0,Investments,,,"George Town, Cayman Islands",Belize,Married,3.0,"Bachelor of Engineering, University of Michigan",1.0,0.0,0.0,0.0,0
+721,Giuseppe De'Longhi & family,giuseppe-delonghi,3.9,83.0,9,Italy,Coffee makers,Fashion & Retail,84.0,Coffee makers,,,"Treviso, Italy",Italy,Divorced,2.0,"Bachelor of Arts/Economics, Università Cà Foscari di Venezia",1.0,0.0,0.0,0.0,0
+721,Guenther Fielmann & family,guenther-fielmann,3.9,83.0,9,Germany,Optometry,Healthcare,83.0,"Optometry, Self Made",,,"Hamburg, Germany",Germany,In Relationship,2.0,,,,,,1
+721,W. Herbert Hunt,w-herbert-hunt,3.9,94.0,10,United States,Oil,Energy,94.0,Oil,4.0,1.0,"Dallas, Texas",United States,Married,5.0,"Bachelor of Arts/Science, Washington & Lee University",1.0,0.0,0.0,0.0,0
+721,James Irsay,james-irsay,3.9,63.0,7,United States,Indianapolis Colts,Sports,64.0,Indianapolis Colts,2.0,1.0,"Carmel, Indiana",United States,Divorced,3.0,"Bachelor of Arts/Science, Southern Methodist University",1.0,0.0,0.0,0.0,0
+721,Somurai Jaruphnit,somurai-jaruphnit,3.9,,0,Thailand,Diversified,Diversified,,Diversified,,,"Bangkok, Thailand",Thailand,,,,,,,,0
+721,Marianne Liebmann,marianne-liebmann,3.9,69.0,7,United States,Cargill,Food & Beverage,70.0,Cargill,1.0,1.0,"Bozeman, Montana",United States,Married,2.0,"Bachelor of Arts/Science, Montana State University",1.0,0.0,0.0,0.0,0
+721,Jorge Moll Filho & family,jorge-moll-filho,3.9,78.0,8,Brazil,Hospitals,Healthcare,78.0,"Hospitals, Self Made",,,"Rio de Janeiro, Brazil",Brazil,Married,5.0,"Masters of Public Health, Universidade Federal do Rio de Janeiro",0.0,1.0,0.0,0.0,1
+721,Fernando Roberto Moreira Salles,fernando-roberto-moreira-salles,3.9,76.0,8,Brazil,"Banking, minerals",Diversified,77.0,"Banking, minerals",,,"Sao Paulo, Brazil",Brazil,Married,2.0,"Bachelor of Arts/Science, Fundacao Getulio Vargas",1.0,0.0,0.0,0.0,0
+721,Pedro Moreira Salles,pedro-moreira-salles,3.9,63.0,7,Brazil,"Banking, minerals",Diversified,63.0,"Banking, minerals",,,"Sao Paulo, Brazil",Brazil,Married,2.0,"Bachelor of Arts/Science, University of California, Los Angeles",1.0,0.0,0.0,0.0,0
+721,Gabe Newell,gabe-newell,3.9,60.0,6,United States,Videogames,Gambling & Casinos,60.0,"Videogames, Self Made",8.0,,"Seattle, Washington",United States,Divorced,2.0,"Drop Out, Harvard University",0.0,0.0,0.0,1.0,1
+721,Alfred Oetker,alfred-oetker,3.9,56.0,6,Germany,Consumer goods,Fashion & Retail,56.0,Consumer goods,,,"Bielefeld, Germany",Germany,Married,,,,,,,0
+721,Carl Ferdinand Oetker,carl-ferdinand-oetker,3.9,50.0,5,Germany,Consumer goods,Fashion & Retail,50.0,Consumer goods,,,"Bielefeld, Germany",Germany,,,,,,,,0
+721,Julia Oetker,julia-oetker,3.9,44.0,5,Germany,Consumer goods,Fashion & Retail,44.0,Consumer goods,,,"Bielefeld, Germany",Germany,,,,,,,,0
+721,Ruan Hongliang & family,ruan-hongliang,3.9,62.0,7,China,Glass,Manufacturing,62.0,"Glass, Self Made",,,"Jiaxing, China",China,Married,,,,,,,1
+721,Mark Stevens,mark-stevens,3.9,63.0,7,United States,Venture capital,Finance & Investments,63.0,"Venture capital, Self Made",9.0,2.0,"Steamboat Springs, Colorado",United States,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, University of Southern California; Master of Science, University of Southern California",1.0,1.0,0.0,0.0,1
+721,Tsai Hong-tu,tsai-hong-tu,3.9,70.0,7,Taiwan,Finance,Finance & Investments,71.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,3.0,"Law Degree, National Taiwan University; Ph.D, Southern Methodist University",0.0,0.0,0.0,0.0,0
+721,Nusli Wadia,nusli-wadia,3.9,79.0,8,India,Consumer goods,Food & Beverage,79.0,Consumer goods,,,"Mumbai, India",India,Married,2.0,,,,,,0
+721,Wu Yiling,wu-yiling,3.9,73.0,8,China,Pharmaceuticals,Healthcare,73.0,"Pharmaceuticals, Self Made",,,"Shijiazhuang, China",China,Married,2.0,"Medical Doctor, Hebei Medical University; Medical Doctor, Nanjing University of Chinese Medicine",0.0,0.0,0.0,0.0,1
+721,Yu Renrong,yu-renrong,3.9,57.0,6,China,Semiconductors,Manufacturing,57.0,"Semiconductors, Self Made",,,"Ningbo, China",China,,,"Bachelor of Science in Engineering, Tsinghua University",1.0,0.0,0.0,0.0,1
+721,Zhu Baoguo & family,zhu-baoguo,3.9,60.0,6,China,Pharmaceuticals,Healthcare,61.0,"Pharmaceuticals, Self Made",,,"Shenzhen, China",China,Married,,"Bachelor of Arts/Science, Henan Normal University",1.0,0.0,0.0,0.0,1
+748,Rahul Bhatia,rahul-bhatia-1,3.8,63.0,7,India,Aviation,Service,64.0,Aviation,,,"Delhi, India",India,Married,2.0,"Master of Science, University of Waterloo",0.0,1.0,0.0,0.0,0
+748,Francesco Gaetano Caltagirone,francesco-gaetano-caltagirone,3.8,80.0,8,Italy,"Cement, diversified",Construction & Engineering,80.0,"Cement, diversified, Self Made",,,"Rome, Italy",Italy,Married,3.0,,,,,,1
+748,Barry Diller,barry-diller,3.8,81.0,9,United States,Online media,Media & Entertainment,81.0,"Online media, Self Made",9.0,3.0,"New York, New York",United States,Married,,"Drop Out, University of California, Los Angeles",0.0,0.0,0.0,1.0,1
+748,Wesley Edens,wesley-edens,3.8,61.0,7,United States,Investments,Finance & Investments,61.0,"Investments, Self Made",8.0,,"New York, New York",United States,Married,4.0,"Bachelor of Arts/Science, Oregon State University",1.0,0.0,0.0,0.0,1
+748,Stephen Feinberg,stephen-feinberg,3.8,63.0,7,United States,Private equity,Finance & Investments,63.0,"Private equity, Self Made",8.0,,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, Princeton University",1.0,0.0,0.0,0.0,1
+748,Rakesh Gangwal,rakesh-gangwal,3.8,69.0,7,United States,Airline,Service,70.0,"Airline, Self Made",8.0,1.0,"Miami, Florida",United States,Married,1.0,"Bachelor of Science in Engineering, Indian Institute of Technology; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+748,Joseph Grendys,joseph-grendys,3.8,61.0,7,United States,Poultry processing,Food & Beverage,61.0,"Poultry processing, Self Made",7.0,1.0,"Chicago, Illinois",United States,Single,,"Bachelor of Arts/Science, Loyola University Chicago",1.0,0.0,0.0,0.0,1
+748,Martha Ingram & family,martha-ingram,3.8,87.0,9,United States,"Book distribution, transportation",Media & Entertainment,88.0,"Book distribution, transportation",4.0,1.0,"Nashville, Tennessee",United States,Widowed,4.0,"Bachelor of Arts/Science, Vassar College",1.0,0.0,0.0,0.0,0
+748,Li Xiang,li-xiang,3.8,41.0,5,China,Electric vehicles,Automotive,41.0,"Electric vehicles, Self Made",,,"Beijing, China",China,,,,,,,,1
+748,"H. Ross Perot, Jr.",h-ross-perot-jr,3.8,64.0,7,United States,Real estate,Real Estate,64.0,Real estate,4.0,2.0,"Dallas, Texas",United States,Married,4.0,"Bachelor of Arts/Science, Vanderbilt University",1.0,0.0,0.0,0.0,0
+748,Chandru Raheja,chandru-raheja,3.8,82.0,9,India,Real estate,Real Estate,82.0,Real estate,,,"Mumbai, India",India,Married,2.0,"LLB, University of Mumbai",0.0,0.0,0.0,0.0,0
+748,Trevor Rees-Jones,trevor-rees-jones,3.8,71.0,8,United States,Oil & gas,Energy,72.0,"Oil & gas, Self Made",7.0,4.0,"Dallas, Texas",United States,Married,2.0,"Bachelor of Arts/Science, Dartmouth College; Doctor of Jurisprudence, Southern Methodist University",1.0,0.0,0.0,0.0,1
+748,Yasumitsu Shigeta,yasumitsu-shigeta,3.8,58.0,6,Japan,Mobile phone retailer,Telecom,58.0,"mobile phone retailer, Self Made",,,"Tokyo, Japan",Japan,Married,3.0,"Drop Out, Nihon University",0.0,0.0,0.0,1.0,1
+748,Su Qingcan,su-qingcan,3.8,54.0,6,China,Healthcare,Healthcare,54.0,"Healthcare, Self Made",,,"Xiamen, China",China,,,,,,,,1
+748,Tsai Cheng-ta,tsai-cheng-ta,3.8,73.0,8,Taiwan,Finance,Finance & Investments,73.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,,Chinese Culture University,0.0,0.0,0.0,0.0,0
+748,Steven Udvar-Hazy,steven-udvar-hazy,3.8,77.0,8,United States,Aircraft leasing,Service,77.0,"Aircraft leasing, Self Made",9.0,3.0,"Westlake, Texas",United States,Married,4.0,"Bachelor of Arts/Science, University of California, Los Angeles",1.0,0.0,0.0,0.0,1
+748,Elizabeth Uihlein,elizabeth-uihlein,3.8,77.0,8,United States,Packaging materials,Manufacturing,78.0,"Packaging materials, Self Made",7.0,,"Lake Forest, Illinois",United States,Married,3.0,,,,,,1
+748,Richard Uihlein,richard-uihlein,3.8,77.0,8,United States,Packaging materials,Manufacturing,78.0,"Packaging materials, Self Made",7.0,,"Lake Forest, Illinois",United States,Married,3.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+766,Hayes Barnard,hayes-barnard,3.7,51.0,6,United States,Fintech,Finance & Investments,51.0,"Fintech, Self Made",10.0,,"Austin, Texas",United States,Married,3.0,"Bachelor of Business Administration, University of Missouri",1.0,0.0,0.0,0.0,1
+766,William Berkley,william-berkley,3.7,76.0,8,United States,Insurance,Finance & Investments,76.0,"Insurance, Self Made",8.0,1.0,"Coconut Grove, Florida",United States,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, New York University",1.0,1.0,0.0,0.0,1
+766,Charles Cohen,charles-cohen,3.7,71.0,8,United States,Real estate,Real Estate,71.0,Real estate,5.0,1.0,"New York, New York",United States,Married,4.0,"Doctor of Jurisprudence, Brooklyn Law School; Bachelor of Arts/Science, Tufts University",1.0,0.0,0.0,0.0,0
+766,Yakir Gabay,yakir-gabay,3.7,56.0,6,Cyprus,Real estate,Real Estate,57.0,"Real estate, Self Made",,,"London, United Kingdom",Cyprus,,,,,,,,1
+766,Huang Li,huang-li-1,3.7,59.0,6,China,Imaging systems,Technology,60.0,"Imaging systems, Self Made",,,"Wuhan, China",China,Married,1.0,"Master of Science, Huazhong University of Science and Technology",0.0,1.0,0.0,0.0,1
+766,Brad Jacobs,brad-jacobs,3.7,66.0,7,United States,Logistics,Logistics,67.0,"Logistics, Self Made",8.0,,"Greenwich, Connecticut",United States,Married,4.0,"Drop Out, Brown University",0.0,0.0,0.0,1.0,1
+766,Ji Qi,ji-qi,3.7,56.0,6,China,"Hotels, motels",Real Estate,56.0,"Hotels, motels, Self Made",,,"Shanghai, China",China,,,"Bachelor of Engineering, Shanghai Jiao Tong University; Master of Science in Engineering, Shanghai Jiao Tong University",1.0,1.0,0.0,0.0,1
+766,Jason Jiang,jason-jiang,3.7,50.0,5,China,Advertising,Media & Entertainment,50.0,"Advertising, Self Made",,,"Shanghai, China",China,Married,,"Bachelor of Arts/Science, Huadong Normal University; Bachelor of Arts/Science, Huadong Normal University",1.0,0.0,0.0,0.0,1
+766,Jim Kavanaugh,jim-kavanaugh,3.7,60.0,6,United States,IT provider,Technology,60.0,"IT provider, Self Made",9.0,,"St. Louis, Missouri",United States,,,"Bachelor of Arts/Science, St. Louis University",1.0,0.0,0.0,0.0,1
+766,Richard LeFrak & family,richard-lefrak,3.7,77.0,8,United States,Real estate,Real Estate,77.0,Real estate,5.0,2.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Amherst College; Doctor of Jurisprudence, Columbia University",1.0,0.0,0.0,0.0,0
+766,Mikhail Lomtadze,mikhail-lomtadze,3.7,47.0,5,Georgia,Fintech,Finance & Investments,47.0,"Fintech, Self Made",,,"Almaty, Kazakhstan",Georgia,Single,,"Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,1
+766,Tom Morris,tom-morris,3.7,68.0,7,United Kingdom,Retail,Fashion & Retail,68.0,"Retail, Self Made",,,"Merseyside, United Kingdom",United Kingdom,Married,,,,,,,1
+766,Shigenobu Nagamori,shigenobu-nagamori,3.7,78.0,8,Japan,Motors,Manufacturing,78.0,"motors, Self Made",,,"Kyoto, Japan",Japan,Married,2.0,,,,,,1
+766,Daniel Och,daniel-och,3.7,62.0,7,United States,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",7.0,3.0,"Miami Beach, Florida",United States,Married,3.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+766,Horst Paulmann & family,horst-paulmann,3.7,88.0,9,Chile,Retail,Fashion & Retail,88.0,"Retail, Self Made",,,"Santiago, Chile",Chile,Married,3.0,,,,,,1
+766,Anthony Pritzker,anthony-pritzker,3.7,62.0,7,United States,"Hotels, investments",Service,62.0,"Hotels, investments",3.0,3.0,"Los Angeles, California",United States,Married,6.0,"Bachelor of Arts/Science, Dartmouth College",1.0,0.0,0.0,0.0,0
+766,John Sall,john-sall,3.7,75.0,8,United States,Software,Technology,75.0,"Software, Self Made",8.0,2.0,"Cary, North Carolina",United States,Married,4.0,"Bachelor of Arts/Science, Beloit College; Master of Arts, Northern Illinois University",1.0,1.0,0.0,0.0,1
+766,Howard Schultz,howard-schultz,3.7,69.0,7,United States,Starbucks,Food & Beverage,70.0,"Starbucks, Self Made",10.0,3.0,"Seattle, Washington",United States,Married,2.0,"Bachelor of Arts/Science, Northern Michigan University",1.0,0.0,0.0,0.0,1
+766,Richard Schulze,richard-schulze,3.7,82.0,9,United States,Best Buy,Fashion & Retail,82.0,"Best Buy, Self Made",8.0,3.0,"Naples, Florida",United States,"Widowed, Remarried",10.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+766,Yitzhak Tshuva,yitzhak-tshuva,3.7,74.0,8,Israel,Real estate,Real Estate,75.0,"Real estate, Self Made",,,"Netanya, Israel",Israel,Married,5.0,,,,,,1
+766,Wang Yanqing & family,wang-yanqing,3.7,56.0,6,China,Electrical equipment,Manufacturing,57.0,"Electrical equipment, Self Made",,,"Wuxi, China",China,Married,,,,,,,1
+787,Rajiv Bajaj,rajiv-bajaj,3.6,56.0,6,India,Diversified,Diversified,56.0,Diversified,,,"Pune, India",India,Married,1.0,"Bachelor of Engineering, Pune University; Master of Science in Engineering, The University of Warwick",1.0,1.0,0.0,0.0,0
+787,Sanjiv Bajaj,sanjiv-bajaj,3.6,53.0,6,India,Diversified,Diversified,53.0,Diversified,,,"Pune, India",India,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Engineering, Pune University; Master of Science in Engineering, The University of Warwick",1.0,1.0,0.0,0.0,0
+787,Leonid Boguslavsky,leonid-boguslavsky,3.6,71.0,8,Canada,Venture capital,Finance & Investments,72.0,"Venture capital, Self Made",,,"Florence, Italy",Canada,Married,4.0,"Master of Science, Moscow Institute for Transport Engineering",0.0,1.0,0.0,0.0,1
+787,Jim Coulter,jim-coulter,3.6,63.0,7,United States,Private equity,Finance & Investments,63.0,"Private equity, Self Made",7.0,1.0,"San Francisco, California",United States,Married,3.0,"Bachelor of Arts/Science, Dartmouth College; Master of Business Administration, Stanford University",1.0,1.0,0.0,0.0,1
+787,Nicolas D'Ieteren,nicolas-dieteren,3.6,47.0,5,Belgium,"Auto parts, distribution",Automotive,48.0,"Auto parts, distribution",,,"Anzere, Switzerland",Belgium,,,,,,,,0
+787,Beatriz Davila de Santo Domingo,beatriz-davila-de-santo-domingo,3.6,84.0,9,Colombia,Beer,Food & Beverage,84.0,Beer,,,Bermuda,Colombia,Widowed,2.0,,,,,,0
+787,Bob Gaglardi,bob-gaglardi,3.6,82.0,9,Canada,Hotels,Real Estate,82.0,"Hotels, Self Made",,,"Vancouver, Canada",Canada,Married,4.0,"Bachelor of Engineering, Letourneau College",1.0,0.0,0.0,0.0,1
+787,Jaime Gilinski Bacal,jaime-gilinski-bacal,3.6,65.0,7,Colombia,Banking,Finance & Investments,65.0,Banking,,,"London, United Kingdom",Colombia,Married,4.0,"Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,0
+787,Pansy Ho,pansy-ho,3.6,60.0,6,Hong Kong,Casinos,Gambling & Casinos,61.0,Casinos,,,"Hong Kong, Hong Kong",Hong Kong,Divorced,,"Bachelor of Arts/Science, University of Santa Clara",1.0,0.0,0.0,0.0,0
+787,Alan Howard,alan-howard,3.6,59.0,6,United Kingdom,Hedge funds,Finance & Investments,59.0,"Hedge funds, Self Made",,,"Geneva, Switzerland",United Kingdom,Married,4.0,"Master of Science, Imperial College London",0.0,1.0,0.0,0.0,1
+787,Huang Yi,huang-yi,3.6,61.0,7,Hong Kong,Car dealerships,Automotive,61.0,"Car dealerships, Self Made",,,"Beijing, China",Hong Kong,Married,,"Bachelor of Arts/Science, Xiamen University",1.0,0.0,0.0,0.0,1
+787,Peter Kellogg,peter-kellogg,3.6,80.0,8,United States,Investments,Finance & Investments,80.0,Investments,4.0,3.0,"Short Hills, New Jersey",United States,Married,3.0,"Bachelor of Arts/Science, Babson College",1.0,0.0,0.0,0.0,0
+787,Vyacheslav Kim,vyacheslav-kim,3.6,53.0,6,Kazakhstan,Fintech,Finance & Investments,54.0,"Fintech, Self Made",,,"Almaty, Kazakhstan",Kazakhstan,Single,,,,,,,1
+787,Josh Kushner,josh-kushner,3.6,37.0,4,United States,Venture capital,Finance & Investments,38.0,"Venture capital, Self Made",,,"New York City, New York",United States,Married,1.0,"Bachelor of Arts/Science, Harvard; Master of Business Administration, Harvard Business School",1.0,1.0,0.0,0.0,1
+787,Samuel Tak Lee,samuel-tak-lee,3.6,83.0,9,Hong Kong,Real estate,Real Estate,84.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,7.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,0
+787,Edwin Leong,edwin-leong,3.6,71.0,8,Hong Kong,Real estate,Real Estate,71.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,1.0,,,,,,1
+787,"Stephen Mandel, Jr.",stephen-mandel-jr,3.6,67.0,7,United States,Hedge funds,Finance & Investments,67.0,"Hedge funds, Self Made",7.0,2.0,"Greenwich, Connecticut",United States,Married,3.0,"Bachelor of Arts/Science, Dartmouth College; Master of Business Administration, Harvard University; Diploma, Phillips Academy Exeter",1.0,1.0,0.0,0.0,1
+787,Mohamed Mansour,mohamed-mansour,3.6,75.0,8,Egypt,Diversified,Diversified,75.0,"Diversified, Self Made",,,"London, United Kingdom",Egypt,Married,2.0,"Master of Business Administration, Auburn University; Bachelor of Science, North Carolina State University",1.0,1.0,0.0,0.0,1
+787,Masahiro Miki,masahiro-miki,3.6,67.0,7,Japan,Shoes,Fashion & Retail,68.0,"shoes, Self Made",,,"Tokyo, Japan",Japan,Married,,"Bachelor of Arts/Science, Toho Gakuen tanki University",1.0,0.0,0.0,0.0,1
+787,Masahiro Noda,masahiro-noda,3.6,84.0,9,Japan,Software,Technology,85.0,"software, Self Made",,,"Tokyo, Japan",Japan,Married,,"Bachelor of Arts/Economics, Kansai University",1.0,0.0,0.0,0.0,1
+787,Cliff Obrecht,cliff-obrecht,3.6,37.0,4,Australia,Software,Technology,37.0,"Software, Self Made",,,"Sydney, Australia",Australia,Married,,"Bachelor of Arts/Science, University of Western Australia",1.0,0.0,0.0,0.0,1
+787,Melanie Perkins,melanie-perkins,3.6,35.0,4,Australia,Software,Technology,36.0,"Software, Self Made",,,"Sydney, Australia",Australia,Married,,"Drop Out, University of Western Australia",0.0,0.0,0.0,1.0,1
+787,J.B. Pritzker,jb-pritzker,3.6,58.0,6,United States,"Hotels, investments",Finance & Investments,58.0,"Hotels, investments",3.0,3.0,"Springfield, Illinois",United States,Married,2.0,"Bachelor of Arts/Science, Duke University; Doctor of Jurisprudence, Northwestern University",1.0,0.0,0.0,0.0,0
+787,Juan Roig,juan-roig,3.6,73.0,8,Spain,Supermarkets,Fashion & Retail,73.0,Supermarkets,,,"Valencia, Spain",Spain,Married,4.0,,,,,,0
+787,Jerry Speyer,jerry-speyer,3.6,82.0,9,United States,Real estate,Real Estate,83.0,"Real estate, Self Made",8.0,1.0,"New York, New York",United States,Married,4.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Columbia University",1.0,1.0,0.0,0.0,1
+787,Lawrence Stroll,lawrence-stroll,3.6,63.0,7,Canada,Fashion investments,Fashion & Retail,64.0,"Fashion investments, Self Made",,,"Geneva, Switzerland",Canada,Married,2.0,,,,,,1
+787,Tung Chee Chen,tung-chee-chen,3.6,80.0,8,Hong Kong,Shipping,Logistics,80.0,Shipping,,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Master of Science, Massachusetts Institute of Technology; Bachelor of Arts/Science, University of Liverpool",1.0,1.0,0.0,0.0,0
+787,Wang Junlin,wang-junlin,3.6,60.0,6,China,Liquor,Food & Beverage,60.0,"Liquor, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+787,Xia Zuoquan,xia-zuoquan,3.6,61.0,7,China,"Automobiles, batteries",Automotive,61.0,"Automobiles, batteries, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+787,Zeng Fangqin,zeng-fangqin,3.6,57.0,6,China,Smartphone components,Technology,57.0,"Smartphone components, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+787,Zhang Jian,zhang-jian,3.6,54.0,6,China,"Electric bikes, scooters",Manufacturing,54.0,"Electric bikes, scooters, Self Made",,,"Tianjin, China",China,Married,,,,,,,1
+818,Rocco Basilico,rocco-basilico-1,3.5,33.0,4,Italy,Eyeglasses,Fashion & Retail,34.0,Eyeglasses,,,"Los Angeles, California",Italy,,,"Bachelor of Arts/Economics, Catholic University of the Sacred Heart",1.0,0.0,0.0,0.0,0
+818,Maurizio Billi,maurizio-billi,3.5,65.0,7,Brazil,Generic drugs,Healthcare,65.0,Generic drugs,,,"Sao Paulo, Brazil",Brazil,Married,,,,,,,0
+818,Fashu Chen,fashu-chen,3.5,62.0,7,China,Investments,Finance & Investments,62.0,"Investments, Self Made",,,"Fuzhou, China",China,Married,4.0,China Europe International Business School,0.0,0.0,0.0,0.0,1
+818,Giuseppe Crippa & family,giuseppe-crippa,3.5,87.0,9,Italy,Microchip testing,Manufacturing,88.0,"Microchip testing, Self Made",,,"Cernusco Lombardone, Italy",Italy,Married,3.0,,,,,,1
+818,Daniel D'Aniello,daniel-daniello,3.5,76.0,8,United States,Private equity,Finance & Investments,76.0,"Private equity, Self Made",10.0,3.0,"Vienna, Virginia",United States,Married,2.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, Syracuse University",1.0,1.0,0.0,0.0,1
+818,Claudio Del Vecchio,claudio-del-vecchio,3.5,66.0,7,Italy,Eyeglasses,Fashion & Retail,66.0,Eyeglasses,,,"Muttontown, New York",Italy,Married,3.0,,,,,,0
+818,Clemente Del Vecchio,clemente-del-vecchio,3.5,18.0,2,Italy,Eyeglases,Fashion & Retail,19.0,Eyeglases,,,"Milan, Italy",Italy,,,,,,,,0
+818,Leonardo Maria Del Vecchio,leonardo-maria-del-vecchio,3.5,27.0,3,Italy,Eyeglasses,Fashion & Retail,28.0,Eyeglasses,,,"Milan, Italy",Italy,,,"Bachelor of Business Administration, Bocconi Univerisity",1.0,0.0,0.0,0.0,0
+818,Luca Del Vecchio,luca-del-vecchio,3.5,21.0,3,Italy,Eyeglasses,Fashion & Retail,21.0,Eyeglasses,,,"Milan, Italy",Italy,,,,,,,,0
+818,Marisa Del Vecchio,marisa-del-vecchio,3.5,64.0,7,Italy,Eyeglasses,Fashion & Retail,65.0,Eyeglasses,,,"Rome, Italy",Italy,,,,,,,,0
+818,Paola Del Vecchio,paola-del-vecchio,3.5,61.0,7,Italy,Eyeglasses,Fashion & Retail,62.0,Eyeglasses,,,"Luxembourg, Luxembourg",Italy,Married,3.0,,,,,,0
+818,Walter P.J. Droege,walter-pj-droege,3.5,70.0,7,Germany,Investing,Finance & Investments,70.0,"Investing, Self Made",,,"Dusseldorf, Germany",Germany,Married,,,,,,,1
+818,Fan Daidi,fan-daidi,3.5,57.0,6,China,Skincare,Fashion & Retail,57.0,"Skincare, Self Made",,,"Xian, China",China,Married,,,,,,,1
+818,Peter Gassner,peter-gassner,3.5,58.0,6,United States,Software,Technology,58.0,"Software, Self Made",8.0,,"Pleasanton, California",United States,Married,2.0,"Bachelor of Science, Oregon State University",1.0,0.0,0.0,0.0,1
+818,Mikhail Gutseriev,mikhail-gutseriev,3.5,65.0,7,Russia,"Oil, coal, real estate",Energy,65.0,"Oil, coal, real estate, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Bachelor of Arts/Science, Kazakh Technological Institute",1.0,0.0,0.0,0.0,1
+818,Patrick Lee,patrick-lee,3.5,81.0,9,Hong Kong,Paper,Manufacturing,81.0,"Paper, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,5.0,,,,,,1
+818,Leng Youbin,leng-youbin,3.5,54.0,6,China,Infant formula,Food & Beverage,54.0,"Infant formula, Self Made",,,"Beijing, China",China,,,"Bachelor of Arts/Science, Northeast Agriculture University; EMBA, Peking University",1.0,0.0,0.0,0.0,1
+818,Daniel Loeb,daniel-loeb,3.5,61.0,7,United States,Hedge funds,Finance & Investments,61.0,"Hedge funds, Self Made",7.0,2.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Columbia University",1.0,0.0,0.0,0.0,1
+818,Margarita Louis-Dreyfus & family,margarita-louis-dreyfus,3.5,60.0,6,Switzerland,Commodities,Food & Beverage,61.0,Commodities,,,"Davos, Switzerland",Switzerland,Widowed,3.0,,,,,,0
+818,Prasert Prasarttong-Osoth,prasert-prasarttong-osoth,3.5,90.0,9,Thailand,Hospitals,Healthcare,90.0,"hospitals, airline, Self Made",,,"Bangkok, Thailand",Thailand,Married,5.0,,,,,,1
+818,Ira Rennert,ira-rennert,3.5,88.0,9,United States,Investments,Finance & Investments,89.0,"Investments, Self Made",8.0,2.0,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, Brooklyn College; Master of Business Administration, Leonard N. Stern School of Business",1.0,1.0,0.0,0.0,1
+818,Dirk Rossmann & family,dirk-rossmann,3.5,76.0,8,Germany,Drugstores,Fashion & Retail,76.0,"Drugstores, Self Made",,,"Lower-Saxony, Germany",Germany,Married,2.0,,,,,,1
+818,Arkady Rotenberg,arkady-rotenberg,3.5,71.0,8,Russia,"Construction, pipes, banking",Construction & Engineering,71.0,"Construction, pipes, banking, Self Made",,,"Moscow, Russia",Russia,Divorced,5.0,"Master of Arts/Science, Leningrad Institute of Physical Culture",0.0,1.0,0.0,0.0,1
+818,Remo Ruffini,remo-ruffini,3.5,61.0,7,Italy,Winter jackets,Fashion & Retail,62.0,"Winter jackets, Self Made",,,"Como, Italy",Italy,Married,2.0,,,,,,1
+818,Karin Sartorius-Herbst,karin-sartorius-herbst,3.5,,0,Germany,Biopharmaceuticals,Healthcare,,Biopharmaceuticals,,,"Northeim, Germany",Germany,,,,,,,,0
+818,Vivek Chaand Sehgal,vivek-chaand-sehgal,3.5,66.0,7,Australia,Auto parts,Automotive,66.0,"Auto parts, Self Made",,,"Delhi, India",Australia,Married,2.0,"Bachelor of Arts/Science, Delhi University",1.0,0.0,0.0,0.0,1
+818,Scott Shleifer,scott-shleifer,3.5,45.0,5,United States,Private equity,Finance & Investments,46.0,"Private equity, Self Made",,,,,,,,,,,,1
+818,Thomas Siebel,thomas-siebel,3.5,70.0,7,United States,Business software,Technology,70.0,"Business software, Self Made",8.0,4.0,"Woodside, California",United States,Married,4.0,"Bachelor of Arts/Science, University of Illinois, Urbana-Champaign; Master of Business Administration, University of Illinois, Urbana-Champaign; Master of Science, University of Illinois, Urbana-Champaign",1.0,1.0,0.0,0.0,1
+818,Wim van der Leegte & family,wim-van-der-leegte,3.5,75.0,8,Netherlands,Manufacturing,Manufacturing,76.0,Manufacturing,,,"Eindhoven, Netherlands",Netherlands,Married,3.0,,,,,,0
+818,Xiao Yongming & family,xiao-yongming,3.5,58.0,6,China,Fertilizer,Diversified,59.0,"Fertilizer, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+818,Michael Xie,michael-xie,3.5,54.0,6,United States,Cybersecurity,Technology,54.0,"Cybersecurity, Self Made",8.0,1.0,"Los Altos Hills, California",United States,Married,,"Bachelor of Arts/Science, Tsinghua University; Master of Science, Tsinghua University; Master of Science, University of Manitoba",1.0,1.0,0.0,0.0,1
+818,Yang Shaopeng,yang-shaopeng,3.5,65.0,7,China,Shipping,Logistics,65.0,"Shipping, Self Made",,,"Qingdao, China",China,,,"Master of Business Administration, Asia Macau International Open University",0.0,1.0,0.0,0.0,1
+818,Nicoletta Zampillo,nicoletta-zampillo,3.5,65.0,7,Italy,Eyeglasses,Fashion & Retail,65.0,Eyeglasses,,,"Monaco, Monaco",Italy,Widowed,3.0,,,,,,0
+818,Barry Zekelman,barry-zekelman,3.5,56.0,6,Canada,Steel,Manufacturing,56.0,Steel,,,"Windsor, Canada",Canada,,,"Drop Out, York University",0.0,0.0,0.0,1.0,0
+852,William Ackman,william-ackman,3.4,56.0,6,United States,Hedge funds,Finance & Investments,57.0,"Hedge funds, Self Made",7.0,4.0,"New York, New York",United States,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard University",1.0,1.0,0.0,0.0,1
+852,Somphote Ahunai,somphote-ahunai,3.4,55.0,6,Thailand,Renewable energy,Energy,56.0,"Renewable energy, Self Made",,,"Bangkok, Thailand",Thailand,Married,3.0,"Master of Business Administration, Joseph M. Katz Graduate School of Business",0.0,1.0,0.0,0.0,1
+852,Igor Altushkin,igor-altushkin,3.4,52.0,6,Russia,Metals,Metals & Mining,52.0,"Metals, Self Made",,,"Yekaterinburg, Russia",Russia,Married,6.0,"Bachelor of Arts/Science, Ekaterinburg Institute of Economics",1.0,0.0,0.0,0.0,1
+852,Ramon Ang,ramon-ang,3.4,69.0,7,Philippines,Diversified,Food & Beverage,69.0,"Diversified, Self Made",,,"Manila, Philippines",Philippines,Married,8.0,"Bachelor of Engineering, Far Eastern University",1.0,0.0,0.0,0.0,1
+852,Acharya Balkrishna,acharya-balkrishna,3.4,50.0,5,India,Consumer goods,Food & Beverage,51.0,"Consumer goods, Self Made",,,"Haridwar, India",India,Single,,,,,,,1
+852,Markus Blocher,markus-blocher,3.4,52.0,6,Switzerland,Chemicals,Manufacturing,52.0,Chemicals,,,"Wilen bei Wollerau, Switzerland",Switzerland,Married,7.0,,,,,,0
+852,Richard Branson,richard-branson,3.4,72.0,8,United Kingdom,Virgin,Diversified,73.0,"Virgin, Self Made",,,"Necker Island, British Virgin Islands",United Kingdom,Married,2.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+852,Cho Jung-ho,cho-jung-ho,3.4,64.0,7,South Korea,Finance,Finance & Investments,64.0,Finance,,,"Seoul, South Korea",South Korea,Married,3.0,"Master of Business Administration, IMD; Bachelor of Arts/Science, University of Southern California",1.0,1.0,0.0,0.0,0
+852,Alessandra Garavoglia,alessandra-garavoglia,3.4,63.0,7,Italy,Spirits,Food & Beverage,63.0,Spirits,,,"Milan, Italy",Italy,,,"Bachelor of Social Sciences, University of Milan",1.0,0.0,0.0,0.0,0
+852,Laurence Graff & family,laurence-graff,3.4,84.0,9,United Kingdom,Diamond jewelry,Fashion & Retail,85.0,"Diamond jewelry, Self Made",,,"Gstaad, Switzerland",United Kingdom,Divorced,5.0,,,,,,1
+852,"Amos Hostetter, Jr.",amos-hostetter-jr,3.4,86.0,9,United States,Cable television,Media & Entertainment,86.0,"Cable television, Self Made",7.0,5.0,"Boston, Massachusetts",United States,Married,3.0,"Bachelor of Arts/Science, Amherst College; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+852,Robert Johnson,robert-johnson-3,3.4,75.0,8,United States,"Johnson & Johnson, sports",Sports,76.0,"Johnson & Johnson, sports",4.0,,"Palm Beach, Florida",United States,Married,5.0,,,,,,0
+852,Steven Klinsky,steven-klinsky,3.4,66.0,7,United States,Investments,Finance & Investments,67.0,"Investments, Self Made",7.0,,"New York, New York",United States,,,"Master of Business Administration, Harvard Business School; Doctor of Jurisprudence, Harvard Law School; Bachelor of Arts/Economics, University of Michigan, Ann Arbor",1.0,1.0,0.0,0.0,1
+852,William Lauder,william-lauder,3.4,62.0,7,United States,Estee Lauder,Fashion & Retail,63.0,Estee Lauder,4.0,,"New York, New York",United States,Divorced,,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,0
+852,John Middleton,john-middleton,3.4,68.0,7,United States,Tobacco,Food & Beverage,68.0,Tobacco,5.0,2.0,"Bryn Mawr, Pennsylvania",United States,Married,2.0,"Bachelor of Arts/Science, Amherst College; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,0
+852,Hiroshi Mikitani,hiroshi-mikitani,3.4,58.0,6,Japan,Online retail,Fashion & Retail,58.0,"online retail, Self Made",,,"Tokyo, Japan",Japan,Married,2.0,"Master of Business Administration, Harvard University",0.0,1.0,0.0,0.0,1
+852,Bob Parsons,bob-parsons,3.4,72.0,8,United States,Web hosting,Technology,72.0,"Web hosting, Self Made",10.0,3.0,"Scottsdale, Arizona",United States,Married,,"Bachelor of Arts/Science, University of Baltimore",1.0,0.0,0.0,0.0,1
+852,J. Joe Ricketts & family,j-joe-ricketts,3.4,81.0,9,United States,TD Ameritrade,Finance & Investments,82.0,"TD Ameritrade, Self Made",10.0,3.0,"Little Jackson Hole, Wyoming",United States,Married,4.0,"Bachelor of Arts/Science, Creighton University",1.0,0.0,0.0,0.0,1
+852,Herb Simon,herb-simon,3.4,88.0,9,United States,Real estate,Real Estate,88.0,"Real estate, Self Made",9.0,2.0,"Indianapolis, Indiana",United States,Married,8.0,"Bachelor of Arts/Science, City College of New York",1.0,0.0,0.0,0.0,1
+852,Leena Tewari,leena-tewari,3.4,65.0,7,India,Pharmaceuticals,Healthcare,65.0,Pharmaceuticals,,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, Boston University; B.Com, University of Mumbai",0.0,1.0,0.0,0.0,0
+852,Stefan von Holtzbrinck,stefan-von-holtzbrinck,3.4,59.0,6,Germany,Publishing,Media & Entertainment,60.0,Publishing,,,"Stuttgart, Germany",Germany,,,"Diploma, University of Munich",0.0,0.0,0.0,0.0,0
+852,Hans Peter Wild,hans-peter-wild,3.4,81.0,9,Switzerland,Flavorings,Food & Beverage,82.0,Flavorings,,,"Zug, Switzerland",Switzerland,Divorced,2.0,,,,,,0
+852,Wu Guanjiang & family,wu-guanjiang,3.4,54.0,6,China,Pharmaceuticals,Healthcare,54.0,"Pharmaceuticals, Self Made",,,"Chongqing, China",China,Married,,,,,,,1
+852,Yi Zheng,yi-zheng,3.4,52.0,6,China,Software,Technology,52.0,"Software, Self Made",,,"Hangzhou, China",China,,,"Bachelor of Arts/Science, Zhejiang University",1.0,0.0,0.0,0.0,1
+852,Eric Yuan & family,eric-yuan,3.4,53.0,6,United States,Zoom Video Communications,Technology,53.0,"Zoom Video Communications, Self Made",8.0,,"Santa Clara, California",United States,Married,3.0,"Master of Engineering Management, China University of Mining and Technology; Bachelor of Engineering, Shandong Institute of Business and Technology",1.0,1.0,0.0,0.0,1
+852,Charles Zegar,charles-zegar,3.4,75.0,8,United States,Bloomberg LP,Media & Entertainment,75.0,"Bloomberg LP, Self Made",9.0,2.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Long Island University; Master of Science, New York University",1.0,1.0,0.0,0.0,1
+878,Mohed Altrad,mohed-altrad,3.3,75.0,8,France,"Scaffolding, cement mixers",Construction & Engineering,75.0,"Scaffolding, cement mixers, Self Made",,,"Montpellier, France",France,In Relationship,5.0,,,,,,1
+878,John Arnold,john-arnold,3.3,49.0,5,United States,Hedge funds,Finance & Investments,49.0,"Hedge funds, Self Made",8.0,5.0,"Houston, Texas",United States,Married,2.0,"Bachelor of Arts/Science, Vanderbilt University",1.0,0.0,0.0,0.0,1
+878,Bill Austin,bill-austin,3.3,81.0,9,United States,Hearing aids,Manufacturing,81.0,"Hearing aids, Self Made",9.0,,"Brownsville, Texas",United States,Married,,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+878,Chen Shibin,chen-shibin-1,3.3,56.0,6,China,Quartz products,Manufacturing,56.0,"Quartz products, Self Made",,,"Lianyungang, China",China,,,,,,,,1
+878,Bennett Dorrance,bennett-dorrance,3.3,77.0,8,United States,Campbell Soup,Food & Beverage,77.0,Campbell Soup,2.0,2.0,"Paradise Valley, Arizona",United States,Married,2.0,"Bachelor of Arts/Science, University of Arizona",1.0,0.0,0.0,0.0,0
+878,Walter Faria,walter-faria,3.3,68.0,7,Brazil,Beer,Food & Beverage,68.0,"Beer, Self Made",,,"Rio de Janeiro, Brazil",Brazil,,1.0,,,,,,1
+878,Walter Frey,walter-frey,3.3,79.0,8,Switzerland,Car dealerships,Automotive,80.0,Car dealerships,,,"Küsnacht, Switzerland",Switzerland,,,"Bachelor of Business Administration, London School of Economics; Bachelor of Business Administration, University of Zurich",1.0,0.0,0.0,0.0,0
+878,Fu Liquan & family,fu-liquan,3.3,55.0,6,China,Surveillance equipment,Technology,56.0,"Surveillance equipment, Self Made",,,"Hangzhou, China",China,Married,1.0,"Bachelor of Arts/Science, Zhejiang Shuren University; EMBA, Zhejiang University",1.0,0.0,0.0,0.0,1
+878,John Gandel,john-gandel,3.3,88.0,9,Australia,Shopping malls,Real Estate,89.0,Shopping malls,,,"Melbourne, Australia",Australia,Married,4.0,"Doctorate, Monash University",0.0,0.0,1.0,0.0,0
+878,Peter Gilgan,peter-gilgan,3.3,72.0,8,Canada,Homebuilding,Construction & Engineering,72.0,"Homebuilding, Self Made",,,"Oakville, Canada",Canada,Married,8.0,,,,,,1
+878,Kwek Leng Beng,kwek-leng-beng,3.3,82.0,9,Singapore,Diversified,Diversified,82.0,Diversified,,,"Singapore, Singapore",Singapore,Married,2.0,"LLB, University of London",0.0,0.0,0.0,0.0,0
+878,Pablo Legorreta,pablo-legorreta,3.3,59.0,6,United States,Investments,Finance & Investments,59.0,"Investments, Self Made",8.0,1.0,"Sag Harbor, New York",United States,Married,2.0,"Bachelor of Science in Engineering, Universidad Iberoamericana",1.0,0.0,0.0,0.0,1
+878,Arnon Milchan,arnon-milchan,3.3,78.0,8,Israel,Movie making,Media & Entertainment,78.0,"Movie making, Self Made",,,"Tel Aviv, Israel",Israel,Married,4.0,,,,,,1
+878,Akio Nitori,akio-nitori,3.3,79.0,8,Japan,Home furnishings,Fashion & Retail,79.0,"home furnishings, Self Made",,,"Hokkaido, Japan",Japan,Married,,,,,,,1
+878,Julio Ponce Lerou,julio-ponce-lerou,3.3,77.0,8,Chile,Fertilizer,Metals & Mining,77.0,"Fertilizer, Self Made",,,"Santiago, Chile",Chile,Divorced,1.0,,,,,,1
+878,Rodger Riney & family,rodger-riney,3.3,77.0,8,United States,Discount brokerage,Finance & Investments,77.0,"Discount brokerage, Self Made",7.0,2.0,"St. Louis, Missouri",United States,Married,3.0,"Bachelor of Arts/Science, University of Missouri; Master of Business Administration, University of Missouri",1.0,1.0,0.0,0.0,1
+878,Phil Ruffin,phil-ruffin,3.3,88.0,9,United States,"Casinos, real estate",Diversified,88.0,"Casinos, real estate, Self Made",8.0,1.0,"Las Vegas, Nevada",United States,Married,5.0,"Drop Out, Wichita State University",0.0,0.0,0.0,1.0,1
+878,Naguib Sawiris,naguib-sawiris,3.3,68.0,7,Egypt,Telecom,Telecom,69.0,Telecom,,,"Cairo, Egypt",Egypt,Married,4.0,"Bachelor of Arts/Science, Swiss Federal Polytechnical Institute; Master of Science, Swiss Federal Polytechnical Institute",1.0,1.0,0.0,0.0,0
+878,Neil Shen,neil-shen,3.3,55.0,6,Hong Kong,Venture capital,Finance & Investments,55.0,"Venture capital, Self Made",,,,,,,,,,,,1
+878,Gil Shwed,gil-shwed,3.3,54.0,6,Israel,Software,Technology,55.0,"Software, Self Made",,,"Tel Aviv, Israel",Israel,Single,,,,,,,1
+878,Stephen Smith,stephen-smith,3.3,71.0,8,Canada,Finance and investments,Finance & Investments,72.0,"Finance and investments, Self Made",,,"Toronto, Canada",Canada,Married,3.0,"Bachelor of Science in Engineering, Queens University",1.0,0.0,0.0,0.0,1
+878,Nik Storonsky,nik-storonsky,3.3,38.0,4,United Kingdom,Fintech,Finance & Investments,39.0,"Fintech, Self Made",,,"London, United Kingdom",United Kingdom,Married,2.0,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+878,Jeffrey Talpins,jeffrey-talpins,3.3,48.0,5,United States,Hedge fund,Finance & Investments,48.0,"Hedge fund, Self Made",8.0,,"Larchmont, New York",United States,Married,,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+878,Carl Thoma,carl-thoma,3.3,74.0,8,United States,Investments,Finance & Investments,74.0,"Investments, Self Made",8.0,1.0,"Dallas, Texas",United States,Married,2.0,"Bachelor of Science, Oklahoma State University; Master of Business Administration, Stanford Business School",1.0,1.0,0.0,0.0,1
+878,Todd Wanek,todd-wanek,3.3,59.0,6,United States,Furniture,Manufacturing,59.0,Furniture,4.0,2.0,"St. Petersburg, Florida",United States,Married,2.0,,,,,,0
+878,Xue Hua,xue-hua,3.3,53.0,6,China,Agribusiness,Manufacturing,,"Agribusiness, Self Made",,,"Guangzhou, China",China,,,"Bachelor of Arts/Science, Huazhong Agricultural University",1.0,0.0,0.0,0.0,1
+878,Takao Yasuda,takao-yasuda,3.3,73.0,8,Japan,Retail,Fashion & Retail,74.0,"retail, Self Made",,,"Singapore, Singapore",Japan,Married,1.0,"Bachelor of Arts/Science, Keio University",1.0,0.0,0.0,0.0,1
+905,Karen Virginia Beckmann Legoretta,karen-virginia-beckmann-legoretta,3.2,53.0,6,Mexico,Tequila,Food & Beverage,,Tequila,,,,Mexico,,,,,,,,0
+905,Giuliana Benetton,giuliana-benetton,3.2,85.0,9,Italy,"Fashion retail, investments",Fashion & Retail,86.0,"Fashion retail, investments, Self Made",,,"Treviso, Italy",Italy,Widowed,4.0,,,,,,1
+905,Luciano Benetton,luciano-benetton,3.2,87.0,9,Italy,"Fashion retail, investments",Fashion & Retail,88.0,"Fashion retail, investments, Self Made",,,"Ponzano Veneto, Italy",Italy,Married,4.0,,,,,,1
+905,Arun Bharat Ram,arun-bharat-ram,3.2,82.0,9,India,Chemicals,Manufacturing,82.0,Chemicals,,,"Delhi, India",India,Widowed,3.0,"Bachelor of Science in Engineering, University of Michigan",1.0,0.0,0.0,0.0,0
+905,Ron Burkle,ron-burkle,3.2,70.0,7,United States,"Supermarkets, investments",Finance & Investments,70.0,"Supermarkets, investments, Self Made",9.0,1.0,"London, United Kingdom",United States,Divorced,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+905,Chen Kaixuan,chen-kaixuan,3.2,64.0,7,China,Household chemicals,Manufacturing,65.0,"Household chemicals, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+905,Brunello Cucinelli & family,brunello-cucinelli,3.2,69.0,7,Italy,Fashion,Fashion & Retail,69.0,"Fashion, Self Made",,,"Solomeo, Italy",Italy,Married,2.0,,,,,,1
+905,Antonio Del Valle Ruiz & family,antonio-del-valle-ruiz,3.2,84.0,9,Mexico,Chemicals,Manufacturing,85.0,"Chemicals, Self Made",,,"Mexico City, Mexico",Mexico,Married,5.0,,,,,,1
+905,Gustavo Denegri & family,gustavo-denegri,3.2,86.0,9,Italy,Biotech,Healthcare,86.0,"Biotech, Self Made",,,"torino, Italy",Italy,Married,2.0,,,,,,1
+905,Dong Jinggui,dong-jinggui,3.2,53.0,6,China,Electric scooters,Automotive,,"Electric scooters, Self Made",,,"Wuxi, China",China,Married,,,,,,,1
+905,Charles Ergen,charles-ergen,3.2,70.0,7,United States,Satellite TV,Media & Entertainment,70.0,"Satellite TV, Self Made",8.0,1.0,"Denver, Colorado",United States,Married,5.0,"Bachelor of Arts/Science, University of Tennessee Knoxville; Master of Business Administration, Wake Forest University School of Business",1.0,1.0,0.0,0.0,1
+905,David Filo,david-filo,3.2,56.0,6,United States,Yahoo,Technology,57.0,"Yahoo, Self Made",8.0,2.0,"Palo Alto, California",United States,Married,1.0,"Master of Science, Stanford University; Bachelor of Arts/Science, Tulane University",1.0,1.0,0.0,0.0,1
+905,Lindsay Fox,lindsay-fox,3.2,85.0,9,Australia,"Logistics, real estate",Logistics,86.0,"Logistics, real estate, Self Made",,,"Melbourne, Australia",Australia,Married,5.0,,,,,,1
+905,Sergei Galitsky,sergei-galitsky,3.2,55.0,6,Russia,Retail,Fashion & Retail,56.0,"Retail, Self Made",,,"Krasnodar, Russia",Russia,Married,1.0,"Bachelor of Arts/Science, Kuban State University",1.0,0.0,0.0,0.0,1
+905,Senapathy Gopalakrishnan,senapathy-gopalakrishnan,3.2,67.0,7,India,Software services,Technology,68.0,"Software services, Self Made",,,"Bangalore, India",India,Married,1.0,"Master of Science, Indian Institute of Technology",0.0,1.0,0.0,0.0,1
+905,Luciano Hang,luciano-hang,3.2,60.0,6,Brazil,Department stores,Fashion & Retail,60.0,"Department stores, Self Made",,,"Brusque, Brazil",Brazil,Married,3.0,,,,,,1
+905,Michael Hintze,michael-hintze,3.2,69.0,7,Australia,Investment,Finance & Investments,70.0,"Investment, Self Made",,,"London, United Kingdom",Australia,Married,4.0,"Master of Business Administration, Harvard Business School; Master of Science, University of New South Wales; Bachelor of Arts/Science, University of Sydney",1.0,1.0,0.0,0.0,1
+905,Hu Baifan,hu-baifan,3.2,60.0,6,China,Pharmaceuticals,Healthcare,60.0,"Pharmaceuticals, Self Made",,,"Shaoxing, China",China,,,"Bachelor of Arts/Science, Shaoxing University; Master of Business Administration, Zhejiang University",1.0,1.0,0.0,0.0,1
+905,Hamilton James & family,hamilton-james,3.2,71.0,8,United States,Investments,Finance & Investments,72.0,"Investments, Self Made",6.0,2.0,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, Harvard University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+905,Lee Boo-jin,lee-boo-jin,3.2,52.0,6,South Korea,Samsung,Technology,52.0,Samsung,,,"Seoul, South Korea",South Korea,Divorced,1.0,"Bachelor of Arts/Science, Yonsei University",1.0,0.0,0.0,0.0,0
+905,Li Liangbin,li-liangbin,3.2,55.0,6,China,Lithium,Manufacturing,55.0,"Lithium, Self Made",,,"Xinyu, China",China,,,,,,,,1
+905,Liang Feng,liang-feng,3.2,54.0,6,China,Manufacturing,Manufacturing,54.0,"Manufacturing, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+905,Samir Mehta,samir-mehta,3.2,59.0,6,India,"Pharmaceuticals, power",Healthcare,59.0,"Pharmaceuticals, power",,,"Ahmedabad, India",India,Married,2.0,,,,,,0
+905,Sudhir Mehta,sudhir-mehta,3.2,68.0,7,India,"Pharmaceuticals, power",Healthcare,69.0,"Pharmaceuticals, power",,,"Ahmedabad, India",India,Married,2.0,,,,,,0
+905,Aristotelis Mistakidis,aristotelis-mistakidis,3.2,61.0,7,Greece,"Mining, commodities",Metals & Mining,61.0,"Mining, commodities, Self Made",,,"Zug, Switzerland",Greece,Married,1.0,"Bachelor of Arts/Science, London School of Economics",1.0,0.0,0.0,0.0,1
+905,Geoffrey Palmer,geoffrey-palmer,3.2,72.0,8,United States,Real estate,Real Estate,73.0,Real estate,,,"Beverly Hills, California",United States,Married,,"Doctor of Jurisprudence, Pepperdine Caruso School of Law; Bachelor of Arts/Economics, University of Colorado at Boulder",1.0,0.0,0.0,0.0,0
+905,Roger Penske,roger-penske,3.2,86.0,9,United States,Cars,Automotive,86.0,"Cars, Self Made",8.0,1.0,"Birmingham, Michigan",United States,Married,5.0,"Drop Out, Lehigh University",0.0,0.0,0.0,1.0,1
+905,Ravi Pillai,ravi-pillai,3.2,69.0,7,India,Construction,Construction & Engineering,69.0,"Construction, Self Made",,,"Dubai, United Arab Emirates",India,Married,2.0,,,,,,1
+905,David Rubenstein,david-rubenstein,3.2,73.0,8,United States,Private equity,Finance & Investments,74.0,"Private equity, Self Made",9.0,4.0,"Bethesda, Maryland",United States,Divorced,3.0,"Bachelor of Arts/Science, Duke University; Doctor of Jurisprudence, University of Chicago",1.0,0.0,0.0,0.0,1
+905,Hilton Schlosberg,hilton-schlosberg,3.2,70.0,7,United Kingdom,Energy drinks,Food & Beverage,70.0,"Energy drinks, Self Made",,,"Irvine, California",United Kingdom,,,,,,,,1
+905,Klaus-Peter Schulenberg,klaus-peter-schulenberg,3.2,71.0,8,Germany,Ticketing service,Service,72.0,"Ticketing service, Self Made",,,"Bremen, Germany",Germany,Married,,,,,,,1
+905,Lynn Schusterman,lynn-schusterman,3.2,84.0,9,United States,"Oil & gas, investments",Energy,84.0,"Oil & gas, investments",1.0,5.0,"Tulsa, Oklahoma",United States,Widowed,3.0,"Drop Out, University of Miami",0.0,0.0,0.0,1.0,0
+905,Isabella Seràgnoli,isabella-seragnoli,3.2,77.0,8,Italy,Packaging,Manufacturing,77.0,Packaging,,,"Bologna, Italy",Italy,,,,,,,,0
+905,Shen Guojun,shen-guojun,3.2,60.0,6,China,Retail,Fashion & Retail,61.0,"Retail, Self Made",,,"Beijing, China",China,Married,1.0,"Master of Arts, Zhongnan University of Economics and Law",0.0,1.0,0.0,0.0,1
+905,Warren Stephens,warren-stephens,3.2,66.0,7,United States,Investment banking,Finance & Investments,66.0,Investment banking,4.0,1.0,"Little Rock, Arkansas",United States,Married,3.0,"Master of Business Administration, Wake Forest University School of Business; Bachelor of Arts/Science, Washington & Lee University",1.0,1.0,0.0,0.0,0
+905,Pat Stryker,pat-stryker,3.2,66.0,7,United States,Medical equipment,Healthcare,67.0,Medical equipment,1.0,3.0,"Fort Collins, Colorado",United States,Divorced,3.0,"Drop Out, University of Northern Colorado",0.0,0.0,0.0,1.0,0
+905,Roman Trotsenko,roman-trotsenko,3.2,52.0,6,Russia,"Transport, engineering, real estate",Logistics,52.0,"Transport, engineering, real estate, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Laws, Moscow State University",0.0,1.0,0.0,0.0,1
+905,Harald Tschira,harald-tschira,3.2,48.0,5,Germany,Software,Technology,49.0,Software,,,"Heidelberg, Germany",Germany,,,,,,,,0
+905,Udo Tschira,udo-tschira,3.2,53.0,6,Germany,Software,Technology,53.0,Software,,,"Wiesloch, Germany",Germany,,,,,,,,0
+905,Vincent Viola,vincent-viola,3.2,67.0,7,United States,Electronic trading,Finance & Investments,67.0,"Electronic trading, Self Made",9.0,1.0,"New York, New York",United States,Married,3.0,"Doctor of Jurisprudence, New York Law School; Bachelor of Arts/Science, United States Military Academy",1.0,0.0,0.0,0.0,1
+905,Wu Shaoxun,wu-shaoxun,3.2,67.0,7,China,Wine,Food & Beverage,67.0,"Wine, Self Made",,,"Daye, China",China,,,,,,,,1
+905,Steve Wynn,steve-wynn,3.2,81.0,9,United States,"Casinos, hotels",Gambling & Casinos,81.0,"Casinos, hotels, Self Made",8.0,1.0,"Palm Beach, Florida",United States,Married,2.0,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,1
+905,Jon Yarbrough,jon-yarbrough,3.2,65.0,7,United States,Video games,Gambling & Casinos,66.0,"Video games, Self Made",8.0,1.0,"Franklin, Tennessee",United States,Married,2.0,"Bachelor of Arts/Science, Tennessee Technological University",1.0,0.0,0.0,0.0,1
+905,Zhou Bajin,zhou-bajin,3.2,87.0,9,China,Auto parts,Manufacturing,88.0,"Auto parts, Self Made",,,"Changzhou, China",China,,,,,,,,1
+949,Cho Tak Wong,cho-tak-wong,3.1,76.0,8,Hong Kong,Auto parts,Manufacturing,77.0,"Auto parts, Self Made",,,"Fuqing, China",Hong Kong,Married,3.0,,,,,,1
+949,John Coates,john-coates,3.1,53.0,6,United Kingdom,Online gambling,Gambling & Casinos,53.0,"Online gambling, Self Made",,,"Stoke-On-Trent, United Kingdom",United Kingdom,Married,2.0,,,,,,1
+949,Ryan Cohen,ryan-cohen,3.1,37.0,4,Canada,Investments,Finance & Investments,38.0,"Investments, Self Made",,,"Bal Harbour, Florida",Canada,Married,,,,,,,1
+949,Deng Wen,deng-wen,3.1,55.0,6,China,Flavorings,Food & Beverage,55.0,"Flavorings, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+949,Gurbachan Singh Dhingra,gurbachan-singh-dhingra,3.1,72.0,8,India,Paints,Manufacturing,73.0,"Paints, Self Made",,,"Delhi, India",India,Married,3.0,"Bachelor of Arts/Science, Punjab University",1.0,0.0,0.0,0.0,1
+949,Kuldip Singh Dhingra,kuldip-singh-dhingra,3.1,75.0,8,India,Paints,Manufacturing,75.0,"Paints, Self Made",,,"Delhi, India",India,Married,3.0,"Bachelor of Science, Delhi University",1.0,0.0,0.0,0.0,1
+949,Martin Ebner,martin-ebner,3.1,77.0,8,Switzerland,Investments,Finance & Investments,78.0,"Investments, Self Made",,,"Wilen, Switzerland",Switzerland,Married,,"Doctorate, University of Florida; Bachelor of Arts/Science, University of Zurich",1.0,0.0,1.0,0.0,1
+949,Charles Edelstenne,charles-edelstenne,3.1,85.0,9,France,Aviation,Manufacturing,85.0,"Aviation, Self Made",,,"Paris, France",France,,,,,,,,1
+949,Sergei Gordeev,sergei-gordeev,3.1,50.0,5,Russia,Real estate,Real Estate,50.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Single,,"Bachelor of Arts/Science, Togliatti Academy of Management",1.0,0.0,0.0,0.0,1
+949,Jeff T. Green,jeff-t-green,3.1,46.0,5,United States,Digital advertising,Media & Entertainment,46.0,"Digital advertising, Self Made",8.0,1.0,"Newbury Park, California",United States,,,,,,,,1
+949,Reed Hastings,reed-hastings,3.1,62.0,7,United States,Netflix,Technology,62.0,"Netflix, Self Made",7.0,3.0,"Santa Cruz, California",United States,Married,2.0,"Bachelor of Arts/Science, Bowdoin College; Master of Science, Stanford University",1.0,1.0,0.0,0.0,1
+949,Bertil Hult,bertil-hult,3.1,82.0,9,Sweden,Education,Service,82.0,"Education, Self Made",,,"Lucerne, Switzerland",Sweden,Married,4.0,,,,,,1
+949,Miguel Krigsner,miguel-krigsner,3.1,73.0,8,Brazil,Cosmetics,Fashion & Retail,73.0,"Cosmetics, Self Made",,,"Sao Jose dos Pinhais, Brazil",Brazil,Married,2.0,,,,,,1
+949,Kuok Khoon Hong,kuok-khoon-hong,3.1,73.0,8,Singapore,Palm oil,Manufacturing,73.0,Palm oil,,,"Singapore, Singapore",Singapore,Married,4.0,,,,,,0
+949,Aerin Lauder,aerin-lauder,3.1,52.0,6,United States,Estee Lauder,Fashion & Retail,53.0,Estee Lauder,4.0,,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,0
+949,Sheldon Lavin,sheldon-lavin,3.1,90.0,9,United States,Meat processing,Food & Beverage,,"Meat processing, Self Made",6.0,1.0,,United States,,3.0,,,,,,1
+949,Yin Yee Lee,yin-yee-lee,3.1,71.0,8,China,Glass,Manufacturing,71.0,"Glass, Self Made",,,"Hong Kong, Hong Kong",China,,,,,,,,1
+949,Vladimir Litvinenko & family,vladimir-litvinenko,3.1,67.0,7,Russia,Chemical industry,Manufacturing,68.0,"Chemical industry, Self Made",,,"Saint Petersburg, Russia",Russia,Married,1.0,"Master of Science, Saint Petersburg Mining University",0.0,1.0,0.0,0.0,1
+949,Daniel Mate,daniel-mate,3.1,59.0,6,Spain,"Mining, commodities",Metals & Mining,60.0,"Mining, commodities, Self Made",,,"Kanton Schwyz, Switzerland",Spain,Married,2.0,"Bachelor of Arts/Science, Universidad Comercial de Deusto; Law Degree, Universidad Comercial de Deusto",1.0,0.0,0.0,0.0,1
+949,Ravi Modi,ravi-modi,3.1,46.0,5,India,Readymade garments,Fashion & Retail,46.0,"Readymade garments, Self Made",,,"Kolkata, India",India,Married,1.0,"B.Com, St Xavier's College Calcutta",0.0,0.0,0.0,0.0,1
+949,Farhad Moshiri,farhad-moshiri,3.1,67.0,7,United Kingdom,Diversified,Diversified,68.0,"Diversified, Self Made",,,"Monaco, Monaco",United Kingdom,Separated,2.0,"Bachelor of Arts/Science, University of London",1.0,0.0,0.0,0.0,1
+949,Jonathan Nelson,jonathan-nelson,3.1,66.0,7,United States,Private equity,Finance & Investments,67.0,"Private equity, Self Made",8.0,2.0,"Providence, Rhode Island",United States,"Widowed, Remarried",3.0,"Bachelor of Arts/Science, Brown University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+949,Or Wai Sheun,or-wai-sheun,3.1,71.0,8,Hong Kong,Real estate,Real Estate,72.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,,,,,,1
+949,Katharina Otto-Bernstein,katharina-otto-bernstein,3.1,59.0,6,Germany,Real estate,Real Estate,59.0,Real estate,,,"New York, New York",Germany,Married,2.0,,,,,,0
+949,Sergei Popov,sergei-popov,3.1,51.0,6,Russia,Banking,Finance & Investments,52.0,"Banking, Self Made",,,Switzerland,Russia,Married,2.0,"Bachelor of Arts/Science, Ural State Technical University",1.0,0.0,0.0,0.0,1
+949,Penny Pritzker,penny-pritzker,3.1,63.0,7,United States,"Hotels, investments",Finance & Investments,64.0,"Hotels, investments",3.0,3.0,"Chicago, Illinois",United States,Married,2.0,"Bachelor of Arts/Science, Harvard University; Master of Business Administration, Stanford Graduate School of Business; Doctor of Jurisprudence, Stanford University",1.0,1.0,0.0,0.0,0
+949,Theodore Rachmat,theodore-rachmat,3.1,79.0,8,Indonesia,Diversified,Diversified,79.0,Diversified,,,"Jakarta, Indonesia",Indonesia,Married,3.0,"Bachelor of Arts/Science, Bandung Institute of Technology",1.0,0.0,0.0,0.0,0
+949,Renzo Rosso & family,renzo-rosso,3.1,67.0,7,Italy,Fashion,Fashion & Retail,67.0,"Fashion, Self Made",,,"Bassano del Grappa, Italy",Italy,Divorced,7.0,,,,,,1
+949,Friede Springer,friede-springer,3.1,80.0,8,Germany,Publishing,Media & Entertainment,81.0,Publishing,,,"Berlin, Germany",Germany,Widowed,,,,,,,0
+949,Rita Tong Liu,rita-tong-liu,3.1,74.0,8,Hong Kong,Real estate,Real Estate,75.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Widowed,2.0,,,,,,1
+949,Timur Turlov,timur-turlov,3.1,35.0,4,Kazakhstan,Stock brokerage,Finance & Investments,35.0,"Stock brokerage, Self Made",,,"Almaty, Kazakhstan",Kazakhstan,Married,5.0,"Bachelor of Science, Moscow State Technical University",1.0,0.0,0.0,0.0,1
+949,Frank VanderSloot,frank-vandersloot,3.1,74.0,8,United States,"Nutrition, wellness products",Fashion & Retail,75.0,"Nutrition, wellness products, Self Made",10.0,3.0,"Idaho Falls, Idaho",United States,Married,14.0,"Bachelor of Arts/Science, Brigham Young University",1.0,0.0,0.0,0.0,1
+949,Yoo Jung-hyun,yoo-jung-hyun,3.1,53.0,6,South Korea,Online games,Media & Entertainment,54.0,"Online games, Self Made",,,"Jeju-do, South Korea",South Korea,Widowed,2.0,,,,,,1
+982,Abdulla bin Ahmad Al Ghurair & family,abdulla-bin-ahmad-al-ghurair,3.0,,0,United Arab Emirates,Diversified,Diversified,,Diversified,,,"Dubai, United Arab Emirates",United Arab Emirates,,,,,,,,0
+982,Semahat Sevim Arsel,semahat-sevim-arsel,3.0,94.0,10,Turkey,Diversified,Diversified,94.0,Diversified,,,"Istanbul, Turkey",Turkey,Married,,,,,,,0
+982,Nicolas Berggruen,nicolas-berggruen,3.0,61.0,7,United States,"Real estate, investments",Real Estate,62.0,"Real estate, investments",5.0,2.0,"Beverly Hills, California",United States,Single,,"Bachelor of Arts/Science, New York University",1.0,0.0,0.0,0.0,0
+982,George Bishop,george-bishop,3.0,85.0,9,United States,Oil & gas,Energy,85.0,"Oil & gas, Self Made",7.0,1.0,"The Woodlands, Texas",United States,Married,,,,,,,1
+982,Norman Braman,norman-braman,3.0,90.0,9,United States,"Art, car dealerships",Automotive,91.0,"Art, car dealerships, Self Made",9.0,2.0,"Miami, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Temple University",1.0,0.0,0.0,0.0,1
+982,Eva Maria Bucher-Haefner,eva-maria-bucher-haefner,3.0,66.0,7,Switzerland,"Software, investments",Technology,66.0,"Software, investments",,,"Zurich, Switzerland",Switzerland,Married,2.0,,,,,,0
+982,Cai Dongchen,cai-dongchen,3.0,70.0,7,China,Pharmaceuticals,Healthcare,70.0,"Pharmaceuticals, Self Made",,,"Luancheng, China",China,,,"Master, Chinese Academy of Social Sciences; Master of Business Administration, Nankai University",0.0,1.0,0.0,0.0,1
+982,Jean-Pierre Cayard,jean-pierre-cayard,3.0,80.0,8,France,Spirits,Food & Beverage,80.0,Spirits,,,"Paris, France",France,Married,1.0,,,,,,0
+982,Chan Tan Ching-fen,chan-tan-ching-fen,3.0,,0,Hong Kong,Real estate,Real Estate,,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Widowed,2.0,,,,,,0
+982,Todd Christopher,todd-christopher,3.0,60.0,6,United States,Hair care products,Fashion & Retail,60.0,"Hair care products, Self Made",9.0,1.0,"Clearwater, Florida",United States,Married,,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+982,Mang Yee Chu & family,mang-yee-chu,3.0,63.0,7,China,Real estate,Real Estate,63.0,"Real estate, Self Made",,,"Guangzhou, China",China,Married,1.0,,,,,,1
+982,"William Conway, Jr.",william-conway-jr,3.0,73.0,8,United States,Private equity,Finance & Investments,74.0,"Private equity, Self Made",8.0,4.0,"McLean, Virginia",United States,Married,1.0,"Bachelor of Arts/Science, Dartmouth College",1.0,0.0,0.0,0.0,1
+982,Jean Coutu & family,jean-coutu,3.0,95.0,10,Canada,Drugstores,Fashion & Retail,96.0,"Drugstores, Self Made",,,"Montreal, Canada",Canada,Married,5.0,,,,,,1
+982,Catheline Perier D'Ieteren,catheline-perier-dieteren,3.0,78.0,8,Belgium,"Auto parts, distribution",Automotive,79.0,"Auto parts, distribution",,,,Belgium,,,,,,,,0
+982,"Edward DeBartolo, Jr.",edward-debartolo-jr,3.0,76.0,8,United States,Shopping centers,Real Estate,76.0,Shopping centers,5.0,2.0,"Tampa, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Notre Dame University",1.0,0.0,0.0,0.0,0
+982,Stephen Deckoff,stephen-deckoff,3.0,57.0,6,United States,Private equity,Finance & Investments,57.0,"Private equity, Self Made",8.0,1.0,"St. John, U.S. Virgin Islands",United States,Married,3.0,"Bachelor of Science, Cornell University",1.0,0.0,0.0,0.0,1
+982,Feng Hailiang,feng-hailiang,3.0,62.0,7,China,"Copper, education",Metals & Mining,62.0,"Copper, education, Self Made",,,"Zhuji, China",China,Married,2.0,"Master of Business Administration, Zhejiang University",0.0,1.0,0.0,0.0,1
+982,"Ernest Garcia, II.",ernest-garcia-ii,3.0,65.0,7,United States,Used cars,Automotive,66.0,"Used cars, Self Made",9.0,1.0,"Tempe, Arizona",United States,Married,,"Drop Out, University of Arizona",0.0,0.0,0.0,1.0,1
+982,Sam Goi,sam-goi,3.0,76.0,8,Singapore,Frozen foods,Food & Beverage,76.0,"Frozen foods, Self Made",,,"Singapore, Singapore",Singapore,Married,3.0,,,,,,1
+982,Carlos Hank Rhon,carlos-hank-rhon,3.0,75.0,8,Mexico,Banking,Diversified,75.0,Banking,,,"Mexico City, Mexico",Mexico,Married,3.0,"Bachelor of Science in Engineering, Universidad Nacional Autonoma de Mexico",1.0,0.0,0.0,0.0,0
+982,Susan Carol Holland,susan-carol-holland,3.0,66.0,7,Italy,Hearing aids,Manufacturing,67.0,Hearing aids,,,"Milan, Italy",Italy,Married,,,,,,,0
+982,Hui Ka Yan,hui-ka-yan,3.0,64.0,7,China,Real estate,Real Estate,64.0,"Real estate, Self Made",,,"Shenzhen, China",China,Married,2.0,"Bachelor of Arts/Science, Wuhan U of  Science & Tec",1.0,0.0,0.0,0.0,1
+982,Vivek Jain,vivek-jain,3.0,67.0,7,India,Chemicals,Manufacturing,67.0,Chemicals,,,"Delhi, India",India,Married,2.0,"Master of Business Administration, Indian Institute of Management, Ahmedabad; Bachelor of Arts/Science, St Stephen's College (India)",1.0,1.0,0.0,0.0,0
+982,Friedrich Knapp,friedrich-knapp,3.0,71.0,8,Germany,Fashion retail,Fashion & Retail,72.0,"Fashion retail, Self Made",,,"Brunswick, Germany",Germany,Married,3.0,,,,,,1
+982,Egor Kulkov,egor-kulkov,3.0,51.0,6,Russia,Pharmaceuticals,Healthcare,51.0,"Pharmaceuticals, Self Made",,,"Grimisuat, Switzerland",Russia,,,"Master of Science, Novosibirsk State University",0.0,1.0,0.0,0.0,1
+982,Lin Ming-hsiung,lin-ming-hsiung,3.0,73.0,8,Taiwan,Supermarkets,Fashion & Retail,73.0,"Supermarkets, Self Made",,,"Taipei, Taiwan",Taiwan,Married,2.0,,,,,,1
+982,Lin Xiucheng & family,lin-xiucheng,3.0,67.0,7,China,Electronics,Technology,67.0,"Electronics, Self Made",,,"Xiamen, China",China,Married,4.0,"Bachelor of Arts/Science, Xiamen University",1.0,0.0,0.0,0.0,1
+982,Harsh Mariwala,harsh-mariwala,3.0,71.0,8,India,Consumer goods,Food & Beverage,72.0,Consumer goods,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,0
+982,Gilles Martin,gilles-martin,3.0,59.0,6,France,Laboratory services,Healthcare,59.0,"Laboratory services, Self Made",,,"Nantes, France",France,Married,,"Bachelor of Arts/Science, Ecole centrale de Paris; Master, Syracuse University; Ph.D, Syracuse University",1.0,1.0,0.0,0.0,1
+982,Maja Oeri,maja-oeri,3.0,68.0,7,Switzerland,Pharmaceuticals,Healthcare,68.0,Pharmaceuticals,,,"Basel, Switzerland",Switzerland,Married,,,,,,,0
+982,John Paulson,john-paulson,3.0,67.0,7,United States,Hedge funds,Finance & Investments,67.0,"Hedge funds, Self Made",9.0,3.0,"New York, New York",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, New York University",1.0,1.0,0.0,0.0,1
+982,Ajay Piramal,ajay-piramal,3.0,67.0,7,India,Pharmaceuticals,Healthcare,68.0,Pharmaceuticals,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai; Master of Business Administration, University of Mumbai",1.0,1.0,0.0,0.0,0
+982,Guanghe Qiu & family,guanghe-qiu,3.0,71.0,8,China,Fashion retail,Fashion & Retail,71.0,"Fashion retail, Self Made",,,"Wenzhou, China",China,Married,2.0,,,,,,1
+982,Stephen Rubin,stephen-rubin,3.0,86.0,9,United Kingdom,Sports apparel,Fashion & Retail,86.0,Sports apparel,,,"London, United Kingdom",United Kingdom,Married,4.0,,,,,,0
+982,Robert Sands,robert-sands,3.0,64.0,7,United States,Liquor,Food & Beverage,65.0,Liquor,4.0,1.0,"Delray Beach, Florida",United States,Married,,"Law Degree, Pace University; Bachelor of Arts/Science, Skidmore College",1.0,0.0,0.0,0.0,0
+982,Erik Selin,erik-selin,3.0,55.0,6,Sweden,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Göteborg, Sweden",Sweden,Divorced,,,,,,,1
+982,Yonghong Shi & family,yonghong-shi,3.0,54.0,6,China,Restaurants,Food & Beverage,54.0,"Restaurants, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+982,Martua Sitorus,martua-sitorus,3.0,63.0,7,Indonesia,Palm oil,Manufacturing,63.0,"Palm oil, Self Made",,,"Singapore, Singapore",Indonesia,Married,4.0,,,,,,1
+982,Guangxin Sun,guangxin-sun,3.0,60.0,6,China,Diversified,Diversified,60.0,"Diversified, Self Made",,,"Urumqi, China",China,Married,2.0,"Master of Arts, Chinese Academy of Social Sciences; EMBA, Tianjin University",0.0,1.0,0.0,0.0,1
+982,Sukanto Tanoto,sukanto-tanoto,3.0,73.0,8,Indonesia,Diversified,Diversified,73.0,"Diversified, Self Made",,,"Singapore, Singapore",Indonesia,Married,4.0,,,,,,1
+982,Sunny Varkey,sunny-varkey,3.0,65.0,7,India,Education,Service,66.0,Education,,,"Dubai, United Arab Emirates",India,Married,2.0,,,,,,0
+982,Gang Ye,gang-ye,3.0,42.0,5,Singapore,Gaming,Media & Entertainment,43.0,"Gaming, Self Made",,,"Singapore, Singapore",Singapore,Married,2.0,"Bachelor of Science, Carnegie Mellon",1.0,0.0,0.0,0.0,1
+982,Ye Xiaoping,ye-xiaoping,3.0,60.0,6,China,Pharmaceuticals,Healthcare,60.0,"Pharmaceuticals, Self Made",,,"Hangzhou, China",China,,,"Ph.D, Oxford University",0.0,0.0,0.0,0.0,1
+982,Lei Zhang,lei-zhang,3.0,50.0,5,China,Investments,Finance & Investments,50.0,"Investments, Self Made",,,"Hong Kong, Hong Kong",China,Married,2.0,"Bachelor of Arts/Economics, Renmin University of China; Master of Business Administration, The Yale School of Management; Master of Arts, Yale University",1.0,1.0,0.0,0.0,1
+982,Zhu Gongshan & family,zhu-gongshan,3.0,65.0,7,China,Solar panel materials,Manufacturing,65.0,"Solar panel materials, Self Made",,,"Shanghai, China",China,Married,2.0,,,,,,1
+1027,Isak Andic & family,isak-andic,2.9,69.0,7,Spain,Fashion retail,Fashion & Retail,69.0,"Fashion retail, Self Made",,,"Barcelona, Spain",Spain,Divorced,3.0,,,,,,1
+1027,Alberto Bombassei,alberto-bombassei,2.9,82.0,9,Italy,Automotive brakes,Automotive,82.0,Automotive brakes,,,"Bergamo, Italy",Italy,Married,2.0,,,,,,0
+1027,Cao Longxiang & family,cao-longxiang,2.9,65.0,7,China,Pharmaceuticals,Healthcare,65.0,"Pharmaceuticals, Self Made",,,"Taixing, China",China,Married,,,,,,,1
+1027,"Roy Carroll, II.",roy-carroll-ii,2.9,60.0,6,United States,Real estate,Real Estate,60.0,"Real estate, Self Made",,,"Greensboro, North Carolina",United States,Married,3.0,"Drop Out, University of North Carolina at Greensboro",0.0,0.0,0.0,1.0,1
+1027,John Caudwell,john-caudwell,2.9,70.0,7,United Kingdom,Mobile phones,Telecom,70.0,"Mobile phones, Self Made",,,"Stoke-on-Trent, United Kingdom",United Kingdom,Divorced,6.0,,,,,,1
+1027,James Clark,james-clark,2.9,79.0,8,United States,"Netscape, investments",Technology,79.0,"Netscape, investments, Self Made",9.0,3.0,"Palm Beach, Florida",United States,Married,4.0,"Bachelor of Arts/Science, University of New Orleans; Master of Science, University of New Orleans; Ph.D, University of Utah",1.0,1.0,0.0,0.0,1
+1027,Jacques D'Amours,jacques-damours,2.9,66.0,7,Canada,Convenience stores,Fashion & Retail,66.0,"Convenience stores, Self Made",,,"Montreal, Canada",Canada,Married,2.0,,,,,,1
+1027,John Paul DeJoria,john-paul-dejoria,2.9,78.0,8,United States,"Hair products, tequila",Fashion & Retail,79.0,"Hair products, tequila, Self Made",10.0,2.0,"Austin, Texas",United States,Married,6.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1027,Bernard Ecclestone & family,bernard-ecclestone,2.9,92.0,10,United Kingdom,Formula One,Sports,92.0,"Formula One, Self Made",,,"London, United Kingdom",United Kingdom,Married,2.0,,,,,,1
+1027,Michael Federmann & family,michael-federmann,2.9,79.0,8,Israel,"Defense, hotels",Technology,79.0,"Defense, hotels, Self Made",,,"Tel Aviv, Israel",Israel,Married,3.0,,,,,,1
+1027,Kenneth Feld & family,kenneth-feld,2.9,74.0,8,United States,Live entertainment,Media & Entertainment,74.0,Live entertainment,5.0,1.0,"Sarasota, Florida",United States,Separated,3.0,"Bachelor of Arts/Science, Boston University",1.0,0.0,0.0,0.0,0
+1027,Gu Yuhua & family,gu-yuhua,2.9,73.0,8,China,Furniture,Manufacturing,73.0,"Furniture, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+1027,Otto Happel,otto-happel,2.9,75.0,8,Germany,Engineering,Construction & Engineering,75.0,Engineering,,,"Luzerne, Switzerland",Germany,Married,6.0,,,,,,0
+1027,Gudrun Heine,gudrun-heine,2.9,68.0,7,Germany,Medical devices,Healthcare,68.0,Medical devices,,,"Ohningen, Germany",Germany,,,,,,,,0
+1027,Donald Horton & family,donald-horton,2.9,73.0,8,United States,Homebuilding,Real Estate,73.0,"Homebuilding, Self Made",8.0,1.0,"Fort Worth, Texas",United States,Married,2.0,"Bachelor of Arts/Science, University of Central Arkansas",1.0,0.0,0.0,0.0,1
+1027,Zarakh Iliev,zarakh-iliev,2.9,56.0,6,Russia,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Married,2.0,,,,,,1
+1027,Ipek Kirac,ipek-kirac,2.9,38.0,4,Turkey,Diversified,Diversified,38.0,Diversified,,,"Istanbul, Turkey",Turkey,Single,,,,,,,0
+1027,Lee Seo-hyun,lee-seo-hyun,2.9,49.0,5,South Korea,Samsung,Technology,49.0,Samsung,,,"Seoul, South Korea",South Korea,Married,4.0,"Bachelor of Arts/Science, Parsons School of Design",1.0,0.0,0.0,0.0,0
+1027,Li Jianquan & family,li-jianquan,2.9,66.0,7,Hong Kong,Consumer products,Healthcare,66.0,"Consumer products, Self Made",,,"Shenzhen, China",Hong Kong,Married,,,,,,,1
+1027,Li Li,li-li-3,2.9,57.0,6,China,Healthcare,Healthcare,57.0,"Healthcare, Self Made",,,"Changsha, China",China,,,,,,,,1
+1027,Li Xiaohua & family,li-xiaohua,2.9,61.0,7,China,Packaging,Manufacturing,61.0,"Packaging, Self Made",,,"Yuxi, China",China,Married,,"Master of Science, University of Massachusetts",0.0,1.0,0.0,0.0,1
+1027,Liu Xiaodong,liu-xiaodong,2.9,55.0,6,China,Flavorings,Manufacturing,56.0,"Flavorings, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1027,Martin Lorentzon,martin-lorentzon,2.9,54.0,6,Sweden,Spotify,Technology,54.0,"Spotify, Self Made",,,"Stockholm, Sweden",Sweden,Single,,,,,,,1
+1027,Ronald McAulay,ronald-mcaulay,2.9,87.0,9,Hong Kong,Energy,Energy,87.0,Energy,,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Master of Arts, University of Glasgow",0.0,1.0,0.0,0.0,0
+1027,Erwin Franz Mueller,erwin-franz-mueller,2.9,90.0,9,Germany,Drugstores,Fashion & Retail,91.0,"Drugstores, Self Made",,,"Ulm, Germany",Germany,Married,1.0,,,,,,1
+1027,Georg Nemetschek & family,georg-nemetschek,2.9,89.0,9,Germany,Software,Technology,89.0,"Software, Self Made",,,"Munich, Germany",Germany,Widowed,2.0,,,,,,1
+1027,God Nisanov,god-nisanov,2.9,50.0,5,Russia,Real estate,Real Estate,51.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Diploma, Baku Institute of Law",0.0,0.0,0.0,0.0,1
+1027,Vikas Oberoi,vikas-oberoi,2.9,52.0,6,India,Real estate,Real Estate,52.0,Real estate,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,0
+1027,Gregorio Perez Companc & family,gregorio-perez-companc,2.9,87.0,9,Argentina,Oil & gas,Energy,88.0,"Oil & gas, Self Made",,,"Buenos Aires, Argentina",Argentina,Married,7.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+1027,Sebastian Piñera & family,sebastian-pinera,2.9,73.0,8,Chile,Investments,Finance & Investments,73.0,"Investments, Self Made",,,"Santiago, Chile",Chile,Married,4.0,"Doctorate, Harvard University",0.0,0.0,1.0,0.0,1
+1027,Arvind Poddar,arvind-poddar,2.9,65.0,7,India,Tires,Automotive,65.0,Tires,,,"Mumbai, India",India,Married,2.0,,,,,,0
+1027,Alexey Repik,alexey-repik,2.9,43.0,5,Russia,Pharmaceuticals,Healthcare,44.0,"Pharmaceuticals, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Master of Science, The National Research University Higher School of Economics",0.0,1.0,0.0,0.0,1
+1027,Haim Saban,haim-saban,2.9,78.0,8,United States,"TV network, investments",Media & Entertainment,78.0,"TV network, investments, Self Made",9.0,3.0,"Beverly Hills, California",United States,Married,4.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1027,Rodney Sacks,rodney-sacks,2.9,73.0,8,United States,Energy drinks,Food & Beverage,73.0,"Energy drinks, Self Made",8.0,,"Laguna Beach, California",United States,,,"Law Degree, University of Witwatersrand",0.0,0.0,0.0,0.0,1
+1027,Karthik Sarma,karthik-sarma,2.9,48.0,5,India,Hedge fund,Finance & Investments,48.0,"Hedge fund, Self Made",,,"New York, New York",India,,,"Bachelor of Technology, Indian Institute of Technology; Master of Arts/Science, Princeton University",1.0,1.0,0.0,0.0,1
+1027,Sybill Storz,sybill-storz,2.9,85.0,9,Germany,Medical devices,Healthcare,86.0,Medical devices,,,"Leipzig, Germany",Germany,Married,1.0,,,,,,0
+1027,Daniel Sundheim,daniel-sundheim,2.9,46.0,5,United States,Hedge funds,Finance & Investments,46.0,"Hedge funds, Self Made",8.0,1.0,"New York, New York",United States,Married,,,,,,,1
+1027,"William Wrigley, Jr.",william-wrigley-jr,2.9,59.0,6,United States,Chewing gum,Food & Beverage,59.0,Chewing gum,3.0,,"North Palm Beach, Florida",United States,Divorced,4.0,"Bachelor of Arts/Science, Duke University",1.0,0.0,0.0,0.0,0
+1027,Zhang Wenzhong,zhang-wenzhong,2.9,61.0,7,China,Supermarkets,Fashion & Retail,61.0,"Supermarkets, Self Made",,,"Beijing, China",China,,,,,,,,1
+1027,Zhou Jianping,zhou-jianping,2.9,62.0,7,China,Fashion retail,Fashion & Retail,63.0,"Fashion retail, Self Made",,,"Jiangyin, China",China,Married,,,,,,,1
+1067,Joy Alukkas,joy-alukkas,2.8,66.0,7,India,Jewelry,Fashion & Retail,66.0,Jewelry,,,"Cochin, India",India,Married,3.0,,,,,,0
+1067,Kang An,kang-an,2.8,74.0,8,China,Pharmaceuticals,Healthcare,74.0,"Pharmaceuticals, Self Made",,,"Xinxiang, China",China,Married,,"Bachelor of Arts/Science, Henan Normal University",1.0,0.0,0.0,0.0,1
+1067,Garrett Camp,garrett-camp,2.8,44.0,5,Canada,Uber,Technology,44.0,"Uber, Self Made",,,"San Francisco, California",Canada,In Relationship,,"Master of Science, University of Calgary",0.0,1.0,0.0,0.0,1
+1067,Chen Lip Keong,chen-lip-keong,2.8,75.0,8,Malaysia,"Casinos, property, energy",Gambling & Casinos,76.0,"Casinos, property, energy, Self Made",,,"Phnom Penh, Cambodia",Malaysia,Married,3.0,"Medical Doctor, University of Malaya",0.0,0.0,0.0,0.0,1
+1067,Choo Chong Ngen,choo-chong-ngen,2.8,69.0,7,Singapore,Hotels,Real Estate,70.0,"hotels, Self Made",,,"Singapore, Singapore",Singapore,Married,4.0,,,,,,1
+1067,Euisun Chung,euisun-chung,2.8,52.0,6,South Korea,Hyundai,Automotive,52.0,Hyundai,,,"Seoul, South Korea",South Korea,Married,3.0,"Bachelor of Business Administration, Korea University; Master of Business Administration, University of San Francisco",1.0,1.0,0.0,0.0,0
+1067,Smita Crishna-Godrej,smita-crishna-godrej,2.8,72.0,8,India,Consumer goods,Diversified,72.0,Consumer goods,,,"Mumbai, India",India,Married,2.0,,,,,,0
+1067,Eleanor Butt Crook & family,eleanor-butt-crook,2.8,90.0,9,United States,Supermarkets,Fashion & Retail,91.0,Supermarkets,1.0,2.0,"San Marcos, Texas",United States,Widowed,3.0,,,,,,0
+1067,Du Jiangtao & family,du-jiangtao,2.8,53.0,6,China,Chemicals,Manufacturing,53.0,"Chemicals, Self Made",,,"Beijing, China",China,Married,,"Master of Arts, Beijing Institute of Technology",0.0,1.0,0.0,0.0,1
+1067,Lorenzo Fertitta,lorenzo-fertitta,2.8,54.0,6,United States,"Casinos, mixed martial arts",Sports,54.0,"Casinos, mixed martial arts",5.0,2.0,"Las Vegas, Nevada",United States,Married,3.0,"Master of Business Administration, Leonard N. Stern School of Business; Bachelor of Arts/Science, U of San Diego",1.0,1.0,0.0,0.0,0
+1067,Sebastian Glaser,sebastian-glaser,2.8,,0,Germany,Sensor technology,Technology,,Sensor technology,,,"Munich, Germany",Germany,,,,,,,,0
+1067,Adi Godrej,adi-godrej,2.8,81.0,9,India,Consumer goods,Diversified,81.0,Consumer goods,,,"Mumbai, India",India,Widowed,3.0,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Master of Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,0
+1067,Jamshyd Godrej,jamshyd-godrej,2.8,74.0,8,India,Diversified,Diversified,74.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Bachelor of Science in Engineering, Illinois Institute of Technology",1.0,0.0,0.0,0.0,0
+1067,Lee Yeow Chor,lee-yeow-chor,2.8,56.0,6,Malaysia,"Palm oil, property",Real Estate,56.0,"Palm oil, property",,,Malaysia,Malaysia,,,"LLB, Kings College London",0.0,0.0,0.0,0.0,0
+1067,Li Weiguo,li-weiguo,2.8,58.0,6,China,Construction materials,Manufacturing,58.0,"Construction materials, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1067,Dmitry Mazepin,dmitry-mazepin,2.8,54.0,6,Russia,Chemicals,Manufacturing,55.0,"Chemicals, Self Made",,,"Moscow, Russia",Russia,Divorced,4.0,"Bachelor of Arts/Science, Moscow Institute of International Relations",1.0,0.0,0.0,0.0,1
+1067,"Drayton McLane, Jr.",drayton-mclane-jr,2.8,86.0,9,United States,"Walmart, logistics",Fashion & Retail,87.0,"Walmart, logistics",5.0,2.0,"Temple, Texas",United States,Married,2.0,"Bachelor of Arts/Science, Baylor University; Master of Business Administration, Broad College of Business",1.0,1.0,0.0,0.0,0
+1067,Najib Mikati,najib-mikati,2.8,67.0,7,Lebanon,Telecom,Telecom,67.0,"Telecom, Self Made",,,"Beirut, Lebanon",Lebanon,Married,3.0,"Bachelor of Arts/Science, American University of Beirut, Lebanon; Master of Business Administration, American University of Beirut, Lebanon",1.0,1.0,0.0,0.0,1
+1067,Taha Mikati,taha-mikati,2.8,78.0,8,Lebanon,Telecom,Telecom,78.0,"Telecom, Self Made",,,"Beirut, Lebanon",Lebanon,Married,3.0,"Bachelor of Arts/Science, American University of Beirut, Lebanon",1.0,0.0,0.0,0.0,1
+1067,Akira Mori & family,akira-mori,2.8,86.0,9,Japan,Real estate,Real Estate,87.0,Real estate,,,"Tokyo, Japan",Japan,Married,3.0,,,,,,0
+1067,Rishad Naoroji,rishad-naoroji,2.8,71.0,8,India,Consumer goods,Diversified,71.0,Consumer goods,,,"Mumbai, India",India,Single,,"Associate in Arts/Science, University of Mumbai",0.0,0.0,0.0,0.0,0
+1067,Philip Niarchos,philip-niarchos,2.8,69.0,7,Greece,Art collection,Diversified,69.0,Art collection,,,"Paris, France",Greece,Married,4.0,,,,,,0
+1067,Nandan Nilekani,nandan-nilekani,2.8,67.0,7,India,Software services,Technology,68.0,"Software services, Self Made",,,"Bangalore, India",India,Married,2.0,"Bachelor of Arts/Science, Indian Institute of Technology",1.0,0.0,0.0,0.0,1
+1067,Benjamin Otto,benjamin-otto,2.8,,0,Germany,Retail,Fashion & Retail,,Retail,,,"Hamburg, Germany",Germany,,,,,,,,0
+1067,Maren Otto,maren-otto,2.8,,0,Germany,"Retail, real estate",Diversified,,"Retail, real estate",,,"Berlin, Germany",Germany,Widowed,,,,,,,0
+1067,Ranjan Pai,ranjan-pai,2.8,50.0,5,India,Education,Service,50.0,Education,,,"Bangalore, India",India,Married,2.0,,,,,,0
+1067,Madhukar Parekh,madhukar-parekh-1,2.8,76.0,8,India,Adhesives,Manufacturing,76.0,Adhesives,,,"Mumbai, India",India,Married,2.0,"Bachelor of Science in Engineering, University of Mumbai",1.0,0.0,0.0,0.0,0
+1067,Sean Parker,sean-parker,2.8,43.0,5,United States,Facebook,Technology,43.0,"Facebook, Self Made",8.0,4.0,"Los Angeles, California",United States,Married,2.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1067,Stewart Rahr,stewart-rahr,2.8,77.0,8,United States,Drug distribution,Healthcare,77.0,Drug distribution,5.0,3.0,"New York, New York",United States,Divorced,2.0,"Bachelor of Arts/Science, New York University",1.0,0.0,0.0,0.0,0
+1067,Su Hua,su-hua,2.8,41.0,5,China,Video streaming,Media & Entertainment,41.0,"Video streaming, Self Made",,,"Beijing, China",China,,,"Bachelor of Science, Tsinghua University",1.0,0.0,0.0,0.0,1
+1067,Sun Shoukuan,sun-shoukuan,2.8,73.0,8,China,"Metals, coal",Manufacturing,73.0,"Metals, coal, Self Made",,,"Yingkou, China",China,Married,2.0,,,,,,1
+1067,Tseng Cheng,tseng-cheng,2.8,61.0,7,Taiwan,Petrochemicals,Manufacturing,61.0,Petrochemicals,,,Taiwan,Taiwan,Married,2.0,,,,,,0
+1067,Tung Chee Hwa,tung-chee-hwa,2.8,85.0,9,Hong Kong,Shipping,Logistics,86.0,Shipping,,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,"Bachelor of Science in Engineering, University of Liverpool",1.0,0.0,0.0,0.0,0
+1067,Meg Whitman,meg-whitman,2.8,66.0,7,United States,EBay,Technology,67.0,"EBay, Self Made",6.0,2.0,"Los Angeles, California",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Princeton University",1.0,1.0,0.0,0.0,1
+1067,Wong Luen Hei,wong-luen-hei,2.8,61.0,7,China,Building materials,Manufacturing,61.0,"Building materials, Self Made",,,"Hong Kong, Hong Kong",China,Married,,,,,,,1
+1067,Chenghai Ye & family,chenghai-ye,2.8,79.0,8,Hong Kong,Pharmaceuticals,Healthcare,80.0,"Pharmaceuticals, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Bachelor of Arts/Science, Renmin University of China",1.0,0.0,0.0,0.0,1
+1067,Zhu Xingming,zhu-xingming,2.8,56.0,6,China,Electrical equipment,Manufacturing,56.0,"Electrical equipment, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1104,Jose Joao Abdalla Filho,jose-joao-abdalla-filho,2.7,77.0,8,Brazil,Investments,Finance & Investments,78.0,Investments,,,"Rio de Janeiro, Brazil",Brazil,,,,,,,,0
+1104,Juan Abello,juan-abello,2.7,81.0,9,Spain,Investments,Finance & Investments,81.0,Investments,,,"Madrid, Spain",Spain,Married,4.0,,,,,,0
+1104,Suhail Bahwan,suhail-bahwan,2.7,84.0,9,Oman,Diversified,Diversified,84.0,"Diversified, Self Made",,,"Muscat, Oman",Oman,Married,15.0,,,,,,1
+1104,Madhur Bajaj,madhur-bajaj,2.7,70.0,7,India,Diversified,Diversified,71.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, International Institute for Management and Development",0.0,1.0,0.0,0.0,0
+1104,Niraj Bajaj,niraj-bajaj-1,2.7,68.0,7,India,Diversified,Diversified,68.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,0
+1104,Shekhar Bajaj,shekhar-bajaj,2.7,74.0,8,India,Diversified,Diversified,75.0,Diversified,,,"Mumbai, India",India,Married,1.0,"Master of Business Administration, New York University; Bachelor of Science, Pune University",1.0,1.0,0.0,0.0,0
+1104,Harindarpal Banga,harindarpal-banga,2.7,72.0,8,India,Commodities,Finance & Investments,73.0,"Commodities, Self Made",,,"Hong Kong, Hong Kong",India,Married,2.0,,,,,,1
+1104,Ulrike Baro,ulrike-baro,2.7,,0,Germany,Biopharmaceuticals,Healthcare,,Biopharmaceuticals,,,"Munich, Germany",Germany,,,,,,,,0
+1104,Anne Beaufour,anne-beaufour,2.7,59.0,6,France,Pharmaceuticals,Healthcare,60.0,Pharmaceuticals,,,United Kingdom,France,Married,,,,,,,0
+1104,Henri Beaufour,henri-beaufour,2.7,57.0,6,France,Pharmaceuticals,Healthcare,58.0,Pharmaceuticals,,,"London, United Kingdom",France,Married,,,,,,,0
+1104,Andrei Bokarev,andrei-bokarev,2.7,56.0,6,Russia,"Metals, mining",Manufacturing,56.0,"Metals, mining, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Master of Arts/Science, Finance Academy under the Government of the Russian Federation",0.0,1.0,0.0,0.0,1
+1104,Jack Cowin,jack-cowin,2.7,80.0,8,Australia,Fast food,Food & Beverage,81.0,"Fast food, Self Made",,,"Sydney, Australia",Australia,Married,4.0,"Bachelor of Arts/Science, University of Western Ontario",1.0,0.0,0.0,0.0,1
+1104,Glenn Dubin,glenn-dubin,2.7,65.0,7,United States,Hedge funds,Finance & Investments,66.0,"Hedge funds, Self Made",9.0,4.0,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, SUNY Stony Brook",1.0,0.0,0.0,0.0,1
+1104,N. Murray Edwards,n-murray-edwards,2.7,63.0,7,Canada,Oil & gas,Energy,63.0,"Oil & gas, Self Made",,,"London, United Kingdom",Canada,Married,,"Bachelor of Arts/Science, University of Saskatchewan; Doctor of Jurisprudence, University of Toronto",1.0,0.0,0.0,0.0,1
+1104,"Frank Fertitta, III.",frank-fertitta-iii,2.7,61.0,7,United States,"Casinos, mixed martial arts",Sports,61.0,"Casinos, mixed martial arts",5.0,2.0,"Las Vegas, Nevada",United States,Married,3.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+1104,Abhay Firodia,abhay-firodia,2.7,78.0,8,India,Automobiles,Automotive,78.0,Automobiles,,,"Pune, India",India,Married,4.0,,,,,,0
+1104,Bruce Flatt,bruce-flatt,2.7,57.0,6,Canada,Money management,Finance & Investments,58.0,"Money management, Self Made",,,"London, United Kingdom",Canada,Married,,"B.Com, University of Manitoba",0.0,0.0,0.0,0.0,1
+1104,Miguel Fluxa Rossello,miguel-fluxa-rossello,2.7,84.0,9,Spain,Hotels,Service,85.0,Hotels,,,"Esporles, Spain",Spain,Married,2.0,,,,,,0
+1104,Robert Friedland,robert-friedland,2.7,72.0,8,United States,Mining,Metals & Mining,73.0,"Mining, Self Made",,,"Singapore, Singapore",United States,Married,3.0,"Bachelor of Arts/Science, Reed College",1.0,0.0,0.0,0.0,1
+1104,Alexander Frolov,alexander-frolov,2.7,58.0,6,Russia,"Mining, steel",Metals & Mining,59.0,"Mining, steel, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Ph.D, Moscow Institute of Physics and Technology",0.0,0.0,0.0,0.0,1
+1104,Nadir Godrej,nadir-godrej,2.7,72.0,8,India,Consumer goods,Diversified,72.0,Consumer goods,,,"Mumbai, India",India,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Science in Engineering, Massachusetts Institute of Technology; Master of Science in Engineering, Stanford University",1.0,1.0,0.0,0.0,0
+1104,Maggie Hardy,maggie-hardy,2.7,57.0,6,United States,Building materials,Service,57.0,Building materials,,,"Belle Vernon, Pennsylvania",United States,Divorced,1.0,"Drop Out, West Virginia University",0.0,0.0,0.0,1.0,0
+1104,Nithin Kamath,nithin-kamath,2.7,43.0,5,India,Financial services,Finance & Investments,43.0,"Financial services, Self Made",,,"Bangalore, India",India,Married,1.0,,,,,,1
+1104,Samvel Karapetyan,samvel-karapetyan,2.7,57.0,6,Russia,Real estate,Construction & Engineering,58.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Bachelor of Arts/Science, Yerevan Polytechnic Institute",1.0,0.0,0.0,0.0,1
+1104,Kei Hoi Pang,kei-hoi-pang,2.7,57.0,6,China,Real estate,Real Estate,57.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",China,Married,1.0,,,,,,1
+1104,Mustafa Rahmi Koc,mustafa-rahmi-koc,2.7,92.0,10,Turkey,Diversified,Diversified,92.0,Diversified,,,"Istanbul, Turkey",Turkey,Divorced,3.0,"Bachelor of Arts/Science, Johns Hopkins University",1.0,0.0,0.0,0.0,0
+1104,Yuri Kovalchuk & family,yuri-kovalchuk,2.7,71.0,8,Russia,"Banking, insurance, media",Finance & Investments,72.0,"Banking, insurance, media, Self Made",,,"St. Petersburg, Russia",Russia,Married,1.0,"Doctorate, St Petersburg State University",0.0,0.0,1.0,0.0,1
+1104,Geoffrey Kwok,geoffrey-kwok,2.7,37.0,4,Hong Kong,Real estate,Real Estate,38.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Single,,"Bachelor of Arts/Economics, Yale University",1.0,0.0,0.0,0.0,0
+1104,Jonathan Kwok,jonathan-kwok,2.7,31.0,4,Hong Kong,Real Estate,Real Estate,31.0,Real Estate,,,"Hong Kong, Hong Kong",Hong Kong,,,"Bachelor of Business Administration, Cornell University",1.0,0.0,0.0,0.0,0
+1104,Hans Langer,hans-langer,2.7,71.0,8,Germany,3D printing,Manufacturing,71.0,"3D printing, Self Made",,,"Gräfelfing, Germany",Germany,Married,2.0,,,,,,1
+1104,Frank Laukien,frank-laukien,2.7,63.0,7,United States,Scientific equipment,Manufacturing,63.0,Scientific equipment,5.0,,"Boston, Massachusetts",United States,Married,,"Doctorate, Harvard University; Bachelor of Arts/Science, Massachusetts Institute of Technology",1.0,0.0,1.0,0.0,0
+1104,Maritsa Lazari & family,maritsa-lazari,2.7,78.0,8,United Kingdom,Real estate,Real Estate,78.0,"Real estate, Self Made",,,"London, United Kingdom",United Kingdom,Widowed,3.0,,,,,,1
+1104,Angela Leong,angela-leong,2.7,62.0,7,Hong Kong,Casinos,Real Estate,62.0,Casinos,,,"Hong Kong, Hong Kong",Hong Kong,Widowed,5.0,"Diploma, High School",0.0,0.0,0.0,0.0,0
+1104,Li Zhongchu,li-zhongchu,2.7,59.0,6,China,Software,Technology,60.0,"Software, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Wuhan University",1.0,0.0,0.0,0.0,1
+1104,Liang Yunchao,liang-yunchao,2.7,54.0,6,China,Nutritional supplements,Food & Beverage,54.0,"Nutritional supplements, Self Made",,,"Guangzhou, China",China,Married,2.0,"Master of Business Administration, Sun Yat-sen University; Bachelor of Arts/Science, Zhongnan University of Economics and Law",1.0,1.0,0.0,0.0,1
+1104,Vincent McMahon,vincent-mcmahon,2.7,77.0,8,United States,Entertainment,Sports,78.0,"Entertainment, Self Made",9.0,1.0,"Greenwich, Connecticut",United States,Married,2.0,"Bachelor of Arts/Science, East Carolina University",1.0,0.0,0.0,0.0,1
+1104,Patrice Motsepe,patrice-motsepe,2.7,61.0,7,South Africa,Mining,Metals & Mining,61.0,"Mining, Self Made",,,"Johannesburg, South Africa",South Africa,Married,3.0,,,,,,1
+1104,Denis O'Brien,denis-obrien,2.7,64.0,7,Ireland,Telecom,Telecom,65.0,"Telecom, Self Made",,,"Dublin, Ireland",Ireland,Married,4.0,"Master of Business Administration, Carroll School of Management",0.0,1.0,0.0,0.0,1
+1104,Timm Oberwelland,timm-oberwelland,2.7,,0,Germany,Candy,Food & Beverage,,Candy,,,,Germany,Married,,,,,,,0
+1104,Dan Olsson,dan-olsson,2.7,76.0,8,Sweden,Diversified,Diversified,76.0,Diversified,,,"Gothenburg, Sweden",Sweden,Married,,,,,,,0
+1104,Yuji Otsuka,yuji-otsuka-1,2.7,69.0,7,Japan,"Copy machines, software",Technology,69.0,"Copy machines, software",,,"Tokyo, Japan",Japan,,,,,,,,0
+1104,Pan Dong,pan-dong-1,2.7,58.0,6,Canada,Consumer goods,Fashion & Retail,58.0,"Consumer goods, Self Made",,,"Hong Kong, Hong Kong",Canada,Married,,"Master of Business Administration, Lawrence Technological University; Bachelor of Science, Wuhan University; Master, Wuhan University",1.0,1.0,0.0,0.0,1
+1104,Karsanbhai Patel,karsanbhai-patel,2.7,79.0,8,India,Consumer goods,Diversified,79.0,"Consumer goods, Self Made",,,"Ahmedabad, India",India,Married,3.0,,,,,,1
+1104,Richard Peery,richard-peery,2.7,84.0,9,United States,Real estate,Real Estate,84.0,"Real estate, Self Made",8.0,2.0,"Palo Alto, California",United States,Married,4.0,"Bachelor of Arts/Science, Brigham Young University",1.0,0.0,0.0,0.0,1
+1104,Gianfelice Rocca,gianfelice-rocca-1,2.7,75.0,8,Italy,Pipe Manufacturing,Metals & Mining,75.0,Pipe Manufacturing,,,,Italy,,,,,,,,0
+1104,Paolo Rocca,paolo-rocca,2.7,70.0,7,Italy,Pipe Manufacturing,Metals & Mining,70.0,Pipe Manufacturing,,,,Italy,,,,,,,,0
+1104,Wayne Rothbaum,wayne-rothbaum,2.7,55.0,6,United States,Biotech investing,Healthcare,55.0,"Biotech investing, Self Made",,,"Delray Beach, Florida",United States,Married,3.0,"Master of Arts, George Washington University; Bachelor of Arts/Science, State University of New York at Binghamton",1.0,1.0,0.0,0.0,1
+1104,Jeff Rothschild,jeff-rothschild,2.7,68.0,7,United States,Facebook,Technology,68.0,"Facebook, Self Made",6.0,1.0,"Palo Alto, California",United States,Married,3.0,"Bachelor of Arts/Science, Vanderbilt University; Master of Science, Vanderbilt University",1.0,1.0,0.0,0.0,1
+1104,Raj Sardana,raj-sardana,2.7,63.0,7,United States,Technology services,Technology,63.0,"Technology services, Self Made",,,"Atlanta, Georgia",United States,Married,3.0,,,,,,1
+1104,Christiane Schoeller,christiane-schoeller,2.7,,0,Germany,Publishing,Media & Entertainment,,Publishing,,,,Germany,,,,,,,,0
+1104,Salil Singhal,salil-singhal-1,2.7,75.0,8,India,Agrochemicals,Manufacturing,76.0,Agrochemicals,,,"Delhi, India",India,Married,3.0,,,,,,0
+1104,Alexander Skorobogatko,alexander-skorobogatko,2.7,55.0,6,Russia,"Real estate, airport",Logistics,55.0,"Real estate, airport, Self Made",,,"Moscow, Russia",Russia,Divorced,3.0,"Master of Science, Plekhanov Russian University of Economics",0.0,1.0,0.0,0.0,1
+1104,Evan Spiegel,evan-spiegel,2.7,32.0,4,United States,Snapchat,Technology,33.0,"Snapchat, Self Made",8.0,2.0,"Los Angeles, California",United States,Married,3.0,"Bachelor of Science, Stanford University",1.0,0.0,0.0,0.0,1
+1104,Glen Taylor,glen-taylor,2.7,81.0,9,United States,Printing,Service,82.0,"Printing, Self Made",9.0,1.0,"Mankato, Minnesota",United States,Married,5.0,"Bachelor of Arts/Science, Minnesota State University",1.0,0.0,0.0,0.0,1
+1104,Thomas Tull,thomas-tull,2.7,52.0,6,United States,"Movies, investments",Media & Entertainment,53.0,"Movies, investments, Self Made",9.0,2.0,"Pittsburgh, Pennsylvania",United States,Married,,"Bachelor of Arts/Science, Hamilton College",1.0,0.0,0.0,0.0,1
+1104,Bulat Utemuratov,bulat-utemuratov,2.7,65.0,7,Kazakhstan,"Mining, banking, hotels",Metals & Mining,65.0,"Mining, banking, hotels, Self Made",,,"Nur-Sultan, Kazakhstan",Kazakhstan,Married,3.0,,,,,,1
+1104,Gustav Magnar Witzoe,gustav-magnar-witzoe,2.7,29.0,3,Norway,Fish farming,Food & Beverage,30.0,Fish farming,,,"Kverva, Norway",Norway,Single,,,,,,,0
+1104,Wong Man Li,wong-man-li,2.7,58.0,6,Hong Kong,Furniture,Manufacturing,58.0,"Furniture, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,,,,,,1
+1104,Guangming Wu,guangming-wu,2.7,61.0,7,China,Medical equipment,Healthcare,61.0,"Medical equipment, Self Made",,,"Danyang, China",China,Married,1.0,"EMBA, China Europe International Business School",0.0,0.0,0.0,0.0,1
+1104,Zhu Yi,zhu-yi,2.7,59.0,6,China,Pharmaceuticals,Healthcare,59.0,"Pharmaceuticals, Self Made",,,"Chengdu, China",China,,,,,,,,1
+1164,Ben Ashkenazy,ben-ashkenazy,2.6,53.0,6,United States,Real estate,Real Estate,53.0,"Real estate, Self Made",8.0,,"New York, New York",United States,Married,3.0,"Drop Out, Adelphi University",0.0,0.0,0.0,1.0,1
+1164,Felix Baker,felix-baker,2.6,54.0,6,United States,Biotech investing,Finance & Investments,54.0,"Biotech investing, Self Made",,,"New York, New York",United States,,,,,,,,1
+1164,Julian Baker,julian-baker,2.6,56.0,6,United States,Investing,Finance & Investments,57.0,"Investing, Self Made",,,"New York, New York",United States,,,,,,,,1
+1164,David Baszucki,david-baszucki,2.6,60.0,6,United States,Online games,Media & Entertainment,60.0,"Online games, Self Made",8.0,2.0,"San Francisco, California",United States,Married,4.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+1164,Joesley Batista,joesley-batista,2.6,51.0,6,Brazil,Beef processing,Food & Beverage,51.0,Beef processing,,,"Sao Paulo, Brazil",Brazil,Married,4.0,,,,,,0
+1164,Wesley Batista,wesley-batista,2.6,50.0,5,Brazil,Beef packing,Food & Beverage,50.0,Beef packing,,,"Sao Paulo, Brazil",Brazil,Married,3.0,,,,,,0
+1164,Yvonne Bauer,yvonne-bauer,2.6,46.0,5,Germany,"Magazines, media",Media & Entertainment,46.0,"Magazines, media",,,"Hamburg, Germany",Germany,Married,,,,,,,0
+1164,Miriam Baumann-Blocher,miriam-baumann-blocher,2.6,48.0,5,Switzerland,Chemicals,Manufacturing,48.0,Chemicals,,,"Rheinfelden, Switzerland",Switzerland,Married,,,,,,,0
+1164,Cen Junda,cen-junda,2.6,58.0,6,China,Pharmaceuticals,Healthcare,59.0,"Pharmaceuticals, Self Made",,,"Lianyungang, China",China,,,"Doctorate, Zhejiang University",0.0,0.0,1.0,0.0,1
+1164,Richard Chandler,richard-chandler,2.6,64.0,7,New Zealand,Investments,Finance & Investments,64.0,Investments,,,"Singapore, Singapore",New Zealand,Married,,,,,,,0
+1164,Chen Zhiping,chen-zhiping,2.6,47.0,5,China,E-cigarettes,Manufacturing,47.0,"E-cigarettes, Self Made",,,"Shenzhen, China",China,Married,,"Master, China Europe International Business School; Bachelor of Arts/Economics, Tongji University",1.0,1.0,0.0,0.0,1
+1164,Fernando Chico Pardo,fernando-chico-pardo,2.6,71.0,8,Mexico,Airport management,Service,71.0,"Airport management, Self Made",,,"Mexico City, Mexico",Mexico,Married,3.0,"Master of Business Administration, Kellogg School of Management; Bachelor of Business Administration, Universidad Iberoamericana",1.0,1.0,0.0,0.0,1
+1164,Ray Davis,ray-davis,2.6,81.0,9,United States,Pipelines,Energy,81.0,"Pipelines, Self Made",8.0,,"Dallas, Texas",United States,Married,3.0,"Master of Business Administration, LeTourneau University's School of Business",0.0,1.0,0.0,0.0,1
+1164,Maria Del Pino,maria-del-pino,2.6,67.0,7,Spain,Construction,Construction & Engineering,67.0,Construction,,,"Madrid, Spain",Spain,Married,3.0,"Bachelor of Arts/Science, IESE Business School",1.0,0.0,0.0,0.0,0
+1164,Deng Weiming & family,deng-weiming,2.6,54.0,6,China,Battery components,Manufacturing,54.0,"Battery components, Self Made",,,"Changsha, China",China,Married,,,,,,,1
+1164,"John Dorrance, III.",john-dorrance-iii,2.6,79.0,8,Ireland,Campbell Soup,Food & Beverage,79.0,Campbell Soup,,,"Dublin, Ireland",Ireland,Married,2.0,,,,,,0
+1164,Carl Douglas,carl-douglas,2.6,61.0,7,Sweden,Investments,Diversified,62.0,Investments,,,"Stockholm, Sweden",Sweden,,,"Bachelor of Arts/Science, Middlebury College",1.0,0.0,0.0,0.0,0
+1164,Eric Douglas,eric-douglas,2.6,54.0,6,Sweden,Investments,Diversified,55.0,Investments,,,"Stockholm, Sweden",Sweden,Married,,"Bachelor of Arts/Economics, Lund University",1.0,0.0,0.0,0.0,0
+1164,Fiona Geminder,fiona-geminder,2.6,58.0,6,Australia,Manufacturing,Manufacturing,58.0,Manufacturing,,,"Melbourne, Australia",Australia,Married,4.0,"Bachelor of Arts/Science, Monash University; LLB, Monash University",1.0,0.0,0.0,0.0,0
+1164,Stewart Horejsi & family,stewart-horejsi,2.6,85.0,9,United States,Berkshire Hathaway,Finance & Investments,85.0,"Berkshire Hathaway, Self Made",,,"Phoenix, Arizona",United States,Divorced,2.0,,,,,,1
+1164,Hou Juncheng,hou-juncheng,2.6,58.0,6,China,Cosmetics,Healthcare,58.0,"Cosmetics, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1164,Zhenda Huang & family,zhenda-huang,2.6,75.0,8,China,Construction,Construction & Engineering,75.0,"Construction, Self Made",,,"Shantou, China",China,Married,,,,,,,1
+1164,Dmitry Kamenshchik,dmitry-kamenshchik,2.6,54.0,6,Russia,Airport,Service,55.0,"Airport, Self Made",,,"Moscow, Russia",Russia,Single,,"Master of Arts/Science, Moscow State University",0.0,1.0,0.0,0.0,1
+1164,Alicia Koplowitz,alicia-koplowitz,2.6,69.0,7,Spain,"Construction, investments",Finance & Investments,69.0,"Construction, investments",,,"Madrid, Spain",Spain,Divorced,3.0,,,,,,0
+1164,Adam Kwok,adam-kwok,2.6,40.0,4,Hong Kong,Real estate,Real Estate,40.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,,,"Master of Business Administration, Harvard Business School; Bachelor of Science in Engineering, Stanford University",1.0,1.0,0.0,0.0,0
+1164,Henry Laufer,henry-laufer,2.6,77.0,8,United States,Hedge funds,Finance & Investments,78.0,"Hedge funds, Self Made",8.0,,"Lake Worth, Florida",United States,Married,,"Bachelor of Arts/Science, City College of New York; Doctorate, Princeton University",1.0,0.0,1.0,0.0,1
+1164,Louis Le Duff,louis-le-duff,2.6,76.0,8,France,Bakeries,Food & Beverage,77.0,"Bakeries, Self Made",,,"Paris, France",France,Married,2.0,,,,,,1
+1164,Mark Leonard & family,mark-leonard,2.6,66.0,7,Canada,Software,Technology,67.0,"Software, Self Made",,,"Toronto, Canada",Canada,,,"Master of Business Administration, The University of Western Ontario - Richard Ivey School of Business; Bachelor of Arts/Science, University of Guelph",1.0,1.0,0.0,0.0,1
+1164,Li Guoqiang,li-guoqiang,2.6,59.0,6,China,Auto dealerships,Automotive,59.0,"Auto dealerships, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1164,Li Yongxin,li-yongxin,2.6,47.0,5,China,Education,Service,47.0,"Education, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Peking University",1.0,0.0,0.0,0.0,1
+1164,Peter Lim,peter-lim,2.6,69.0,7,Singapore,Investments,Finance & Investments,70.0,"Investments, Self Made",,,"Singapore, Singapore",Singapore,Married,2.0,,,,,,1
+1164,Lu Weiding,lu-weiding,2.6,52.0,6,China,Diversified,Diversified,52.0,Diversified,,,"Hangzhou, China",China,,,,,,,,0
+1164,Sergio Mantegazza,sergio-mantegazza,2.6,95.0,10,Switzerland,Travel,Service,95.0,"Travel, Self Made",,,"Lugano, Switzerland",Switzerland,Married,2.0,,,,,,1
+1164,Hans Melchers,hans-melchers,2.6,84.0,9,Netherlands,"Chemicals, investments",Finance & Investments,85.0,"Chemicals, investments, Self Made",,,"Vorden, Netherlands",Netherlands,Married,2.0,,,,,,1
+1164,C. Dean Metropoulos,c-dean-metropoulos,2.6,76.0,8,United States,Investments,Food & Beverage,77.0,"Investments, Self Made",8.0,1.0,"Palm Beach, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Babson College; Master of Business Administration, Babson College",1.0,1.0,0.0,0.0,1
+1164,Hans Georg Naeder,hans-georg-naeder,2.6,61.0,7,Germany,Prosthetics,Manufacturing,61.0,Prosthetics,,,"Duderstadt, Germany",Germany,Divorced,2.0,,,,,,0
+1164,Falguni Nayar,falguni-nayar,2.6,60.0,6,India,Retailing,Fashion & Retail,60.0,"Retailing, Self Made",,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, Indian Institute of Management, Ahmedabad; B.Com, Mumbai University",0.0,1.0,0.0,0.0,1
+1164,James Packer,james-packer,2.6,55.0,6,Australia,Investments,Finance & Investments,55.0,Investments,,,"Los Angeles, California",Australia,Divorced,3.0,,,,,,0
+1164,Alexander Ponomarenko,alexander-ponomarenko,2.6,58.0,6,Russia,"Real estate, airport",Logistics,58.0,"Real estate, airport, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master of Science, Russian State Academy of Management; Bachelor of Arts/Science, Simferopol State University",1.0,1.0,0.0,0.0,1
+1164,Nicholas Pritzker,nicholas-pritzker,2.6,79.0,8,United States,"Hotels, investments",Finance & Investments,79.0,"Hotels, investments",3.0,2.0,"Nicasio, California",United States,Married,4.0,"Bachelor of Arts/Science, Lake Forest College; Doctor of Jurisprudence, University of Chicago",1.0,0.0,0.0,0.0,0
+1164,Alejandro Santo Domingo,alejandro-santo-domingo,2.6,46.0,5,United States,Beer,Food & Beverage,46.0,Beer,3.0,1.0,"New York, New York",United States,Married,,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,0
+1164,Steven Sarowitz,steven-sarowitz,2.6,57.0,6,United States,Payroll software,Technology,57.0,"Payroll software, Self Made",8.0,2.0,"Highland Park, Illinois",United States,Married,,"Bachelor of Arts/Science, University of Illinois, Urbana-Champaign",1.0,0.0,0.0,0.0,1
+1164,Maria-Elisabeth Schaeffler-Thumann,maria-elisabeth-schaeffler-thumann,2.6,81.0,9,Germany,Auto parts,Automotive,82.0,Auto parts,,,"Herzogenaurach, Germany",Germany,Married,,,,,,,0
+1164,Leonard Schleifer,leonard-schleifer,2.6,70.0,7,United States,Pharmaceuticals,Healthcare,71.0,"Pharmaceuticals, Self Made",8.0,2.0,"Tarrytown, New York",United States,Married,3.0,"Bachelor of Arts/Science, Cornell University; Medical Doctor, University of Virginia; Ph.D, University of Virginia",1.0,0.0,0.0,0.0,1
+1164,Dieter Schnabel,dieter-schnabel,2.6,77.0,8,Germany,Chemicals,Manufacturing,77.0,Chemicals,,,"Hamburg, Germany",Germany,Married,3.0,,,,,,0
+1164,Michael S. Smith,michael-s-smith,2.6,67.0,7,United States,Liquefied natural gas,Energy,68.0,"Liquefied natural gas, Self Made",,,"Miami Beach, Florida",United States,Married,2.0,"Drop Out, University of Colorado",0.0,0.0,0.0,1.0,1
+1164,Julia Thiele-Schuerhoff,julia-thiele-schuerhoff,2.6,51.0,6,Germany,"Brakes, investments",Manufacturing,51.0,"Brakes, investments",,,"Munich, Germany",Germany,Married,,,,,,,0
+1164,John Tyson & family,john-tyson,2.6,69.0,7,United States,Food processing,Food & Beverage,69.0,Food processing,5.0,2.0,"Springdale, Arkansas",United States,Single,2.0,"Bachelor of Arts/Science, Southern Methodist University",1.0,0.0,0.0,0.0,0
+1164,Anna Katharina Viessmann,anna-katharina-viessmann,2.6,,0,Germany,Heating and cooling equipment,Manufacturing,,Heating and cooling equipment,,,"Battenberg, Germany",Germany,,,,,,,,0
+1164,Jurgen Wirtgen,jurgen-wirtgen,2.6,57.0,6,Germany,Construction Vehicles,Construction & Engineering,58.0,Construction Vehicles,,,,Germany,,,,,,,,0
+1164,Stefan Wirtgen,stefan-wirtgen,2.6,52.0,6,Germany,Construction Vehicles,Construction & Engineering,53.0,Construction Vehicles,,,,Germany,,,,,,,,0
+1164,Zhao Lixin,zhao-lixin,2.6,57.0,6,China,Electronics,Technology,57.0,"Electronics, Self Made",,,"Shanghai, China",China,Married,,"Master of Science in Engineering, Tsinghua University",0.0,1.0,0.0,0.0,1
+1164,Hongyi Zhou,hongyi-zhou,2.6,52.0,6,China,Security software,Technology,52.0,"Security software, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Science, Xi'an Jiaotong University; Master of Science, Xi'an Jiaotong University",1.0,1.0,0.0,0.0,1
+1217,S. Daniel Abraham,s-daniel-abraham,2.5,98.0,10,United States,Slim-Fast,Food & Beverage,99.0,"Slim-Fast, Self Made",9.0,3.0,"Palm Beach, Florida",United States,Married,6.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1217,Bill Alfond,bill-alfond,2.5,74.0,8,United States,Shoes,Fashion & Retail,75.0,Shoes,1.0,,"Boston, Massachusetts",United States,Married,3.0,,,,,,0
+1217,Susan Alfond,susan-alfond,2.5,77.0,8,United States,Shoes,Fashion & Retail,78.0,Shoes,1.0,,"Scarborough, Maine",United States,,3.0,,,,,,0
+1217,Ted Alfond,ted-alfond,2.5,78.0,8,United States,Shoes,Fashion & Retail,79.0,Shoes,1.0,,"Weston, Massachusetts",United States,Married,3.0,,,,,,0
+1217,Riley Bechtel & family,riley-bechtel,2.5,71.0,8,United States,"Engineering, construction",Construction & Engineering,71.0,"Engineering, construction",4.0,1.0,"San Francisco, California",United States,Married,3.0,"Doctor of Jurisprudence, Stanford University; Master of Business Administration, Stanford University; Bachelor of Arts/Science, University of Calif Davis",1.0,1.0,0.0,0.0,0
+1217,Thor Bjorgolfsson,thor-bjorgolfsson,2.5,56.0,6,Iceland,Investments,Diversified,56.0,"Investments, Self Made",,,"London, United Kingdom",Iceland,Married,3.0,"Bachelor of Arts/Science, New York University",1.0,0.0,0.0,0.0,1
+1217,Charles Bronfman,charles-bronfman,2.5,91.0,10,Canada,Liquor,Food & Beverage,92.0,Liquor,,,"Palm Beach, Florida",Canada,"Widowed, Remarried",2.0,"Bachelor of Arts/Science, McGill University",1.0,0.0,0.0,0.0,0
+1217,Vivek Chand Burman,vivek-chand-burman,2.5,85.0,9,India,Consumer goods,Food & Beverage,86.0,Consumer goods,,,"Delhi, India",India,Married,2.0,"Bachelor of Arts/Science, University of Miami",1.0,0.0,0.0,0.0,0
+1217,Herb Chambers,herb-chambers,2.5,81.0,9,United States,Car dealerships,Automotive,81.0,"Car dealerships, Self Made",9.0,,"Boston, Massachusetts",United States,Single,,,,,,,1
+1217,Cheng Yixiao,cheng-yixiao,2.5,39.0,4,China,Video streaming app,Media & Entertainment,39.0,"Video streaming app, Self Made",,,"Beijing, China",China,,,"Bachelor of Science in Engineering, Northeastern University; Bachelor of Engineering, Northeastern University Engineering",1.0,0.0,0.0,0.0,1
+1217,Andrew Cherng,andrew-cherng-1,2.5,75.0,8,United States,Fast food,Food & Beverage,75.0,"Fast food, Self Made",9.0,,"Las Vegas, Nevada",United States,Married,3.0,,,,,,1
+1217,Peggy Cherng,peggy-cherng,2.5,75.0,8,United States,Fast food,Food & Beverage,75.0,"Fast food, Self Made",9.0,,"Las Vegas, Nevada",United States,Married,3.0,"Bachelor of Arts/Science, Oregon State University; Master of Science, University of Missouri; Ph.D, University of Missouri",1.0,1.0,0.0,0.0,1
+1217,Leon G. Cooperman,leon-g-cooperman,2.5,79.0,8,United States,Hedge funds,Finance & Investments,80.0,"Hedge funds, Self Made",9.0,3.0,"Boca Raton, Florida",United States,Married,2.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Hunter College",1.0,1.0,0.0,0.0,1
+1217,Yadu Hari Dalmia & family,yadu-hari-dalmia,2.5,75.0,8,India,Cement,Manufacturing,76.0,Cement,,,"Delhi, India",India,Married,2.0,"Bachelor of Commerce, Delhi University; Chartered Accountant, Institute of Chartered Accountants of India",1.0,0.0,0.0,0.0,0
+1217,Henry Davis,henry-davis,2.5,72.0,8,United States,Beef processing,Food & Beverage,72.0,Beef processing,,,"Omaha, Nebraska",United States,Divorced,,"Bachelor of Arts/Science, University of Denver",1.0,0.0,0.0,0.0,0
+1217,Oleg Deripaska,oleg-deripaska,2.5,55.0,6,Russia,"Aluminum, utilities",Metals & Mining,55.0,"Aluminum, utilities, Self Made",,,"Moscow, Russia",Russia,Divorced,2.0,"Master of Science, Moscow State University; Master of Economics, Plekhanov Russian University of Economics",0.0,1.0,0.0,0.0,1
+1217,Sergey Dmitriev,sergey-dmitriev,2.5,57.0,6,Cyprus,Software,Technology,57.0,"Software, Self Made",,,"Paralimni, Cyprus",Cyprus,,,"Master of Science, Saint Petersburg State University",0.0,1.0,0.0,0.0,1
+1217,Joseph Edelman,joseph-edelman,2.5,67.0,7,United States,Hedge funds,Finance & Investments,68.0,"Hedge funds, Self Made",7.0,,"New York, New York",United States,Married,,"Master of Business Administration, New York University; Bachelor of Arts/Science, University of California, San Diego",1.0,1.0,0.0,0.0,1
+1217,Sandeep Engineer,sandeep-engineer,2.5,61.0,7,India,Plastic pipes,Manufacturing,62.0,"Plastic pipes, Self Made",,,"Ahmedabad, India",India,Married,2.0,,,,,,1
+1217,Alceu Elias Feldmann & family,alceu-elias-feldmann,2.5,73.0,8,Brazil,Fertilizer,Energy,74.0,"Fertilizer, Self Made",,,"Curitiba, Brazil",Brazil,Divorced,3.0,,,,,,1
+1217,Serge Godin,serge-godin,2.5,73.0,8,Canada,Information technology,Technology,73.0,"Information technology, Self Made",,,"Westmount, Canada",Canada,Married,2.0,"Master of Business Administration, Laval University",0.0,1.0,0.0,0.0,1
+1217,Alec Gores,alec-gores,2.5,70.0,7,United States,Private equity,Finance & Investments,70.0,"Private equity, Self Made",9.0,1.0,"Beverly Hills, California",United States,Married,6.0,"Bachelor of Arts/Science, Western Michigan University",1.0,0.0,0.0,0.0,1
+1217,Bill Haslam,bill-haslam,2.5,64.0,7,United States,Gas stations,Fashion & Retail,65.0,Gas stations,3.0,1.0,"Knoxville, Tennessee",United States,Married,3.0,"Bachelor of Arts/Science, Emory University",1.0,0.0,0.0,0.0,0
+1217,J. Tomilson Hill,j-tomilson-hill,2.5,74.0,8,United States,Investments,Finance & Investments,75.0,"Investments, Self Made",8.0,2.0,"New York, New York",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard University",1.0,1.0,0.0,0.0,1
+1217,Jay-Z,jay-z,2.5,53.0,6,United States,Music,Media & Entertainment,53.0,"Music, Self Made",,,"New York, New York",United States,Married,3.0,,,,,,1
+1217,Baba Kalyani,baba-kalyani,2.5,74.0,8,India,Engineering,Automotive,74.0,Engineering,,,"Pune, India",India,Married,1.0,"Master of Science, Massachusetts Institute of Technology",0.0,1.0,0.0,0.0,0
+1217,Saban Cemil Kazanci,saban-cemil-kazanci,2.5,62.0,7,Turkey,Energy,Energy,62.0,Energy,,,"Istanbul, Turkey",Turkey,Married,1.0,,,,,,0
+1217,Brad Kelley,brad-kelley,2.5,66.0,7,United States,Tobacco,Real Estate,66.0,"Tobacco, Self Made",9.0,,"Franklin, Tennessee",United States,Married,3.0,"Diploma, High School; Drop Out, Western Kentucky University",0.0,0.0,0.0,1.0,1
+1217,Wolfgang Leitner,wolfgang-leitner,2.5,70.0,7,Austria,Engineering,Construction & Engineering,70.0,"Engineering, Self Made",,,"Graz, Austria",Austria,Married,2.0,,,,,,1
+1217,Li Hongxin & family,li-hongxin,2.5,70.0,7,China,Paper & related products,Manufacturing,70.0,"Paper & related products, Self Made",,,"Yanzhou, China",China,Married,3.0,,,,,,1
+1217,Lin Chen-hai,lin-chen-hai,2.5,76.0,8,Taiwan,Real estate,Real Estate,76.0,"Real estate, Self Made",,,"Taipei, Taiwan",Taiwan,Married,2.0,,,,,,1
+1217,Lu Yiwen,lu-yiwen,2.5,36.0,4,China,Jewelry,Fashion & Retail,36.0,"Jewelry, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1217,Prayudh Mahagitsiri,prayudh-mahagitsiri,2.5,77.0,8,Thailand,"Coffee, shipping",Food & Beverage,77.0,"Coffee, shipping",,,"Bangkok, Thailand",Thailand,Married,3.0,,,,,,0
+1217,Willy Michel,willy-michel,2.5,76.0,8,Switzerland,Medical devices,Healthcare,76.0,"Medical devices, Self Made",,,"Burgdorf, Switzerland",Switzerland,Married,3.0,,,,,,1
+1217,Lachhman Das Mittal,lachhman-das-mittal,2.5,92.0,10,India,Tractors,Automotive,92.0,Tractors,,,"Delhi, India",India,Widowed,5.0,"Bachelor of Arts/Science, Punjab University; Master of Arts, Punjab University",1.0,1.0,0.0,0.0,0
+1217,Bobby Murphy,bobby-murphy,2.5,34.0,4,United States,Snapchat,Technology,35.0,"Snapchat, Self Made",8.0,1.0,"Venice, California",United States,Single,,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+1217,Tomas Olivo Lopez,tomas-olivo-lopez,2.5,49.0,5,Spain,Shopping centers,Real Estate,49.0,"Shopping centers, Self Made",,,"Marbella, Spain",Spain,Separated,3.0,,,,,,1
+1217,Eren Ozmen,eren-ozmen,2.5,64.0,7,United States,Aerospace,Manufacturing,64.0,"Aerospace, Self Made",9.0,,"Reno, Nevada",United States,Married,2.0,"Master of Business Administration, University of Nevada at Reno",0.0,1.0,0.0,0.0,1
+1217,John Pritzker,john-pritzker,2.5,69.0,7,United States,"Hotels, investments",Finance & Investments,70.0,"Hotels, investments",3.0,3.0,"San Francisco, California",United States,Married,3.0,"Bachelor of Arts/Science, Menlo College",1.0,0.0,0.0,0.0,0
+1217,Qiu Minxiu,qiu-minxiu,2.5,77.0,8,China,Semiconductors,Technology,77.0,"Semiconductors, Self Made",,,"Shangyu, China",China,,,,,,,,1
+1217,Ferit Faik Sahenk,ferit-faik-sahenk,2.5,59.0,6,Turkey,Diversified,Diversified,59.0,Diversified,,,"Istanbul, Turkey",Turkey,Married,1.0,"Bachelor of Arts/Science, Boston College",1.0,0.0,0.0,0.0,0
+1217,Wenrong Shen,wenrong-shen,2.5,77.0,8,China,Steel production,Metals & Mining,77.0,"Steel production, Self Made",,,"Zhangjiagang, China",China,Married,2.0,,,,,,1
+1217,Yuzhu Shi,yuzhu-shi,2.5,60.0,6,China,"Online games, investments",Diversified,60.0,"Online games, investments, Self Made",,,"Shanghai, China",China,Divorced,1.0,"Master of Science, Shenzhen University; Bachelor of Arts/Science, Zhejiang University",1.0,1.0,0.0,0.0,1
+1217,Jeff Sutton,jeff-sutton,2.5,63.0,7,United States,Real estate,Real Estate,63.0,"Real estate, Self Made",8.0,1.0,"New York, New York",United States,Married,5.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+1217,"Henry Sy, Jr.",henry-sy-jr,2.5,69.0,7,Philippines,Diversified,Diversified,69.0,Diversified,,,"Manila, Philippines",Philippines,Married,2.0,"Bachelor of Science, De La Salle University",1.0,0.0,0.0,0.0,0
+1217,Andrew Tan,andrew-tan,2.5,71.0,8,Philippines,Diversified,Diversified,71.0,"Diversified, Self Made",,,"Manila, Philippines",Philippines,Married,4.0,"Bachelor of Arts/Science, University of the East",1.0,0.0,0.0,0.0,1
+1217,Arvind Tiku,arvind-tiku,2.5,53.0,6,India,"Oil & gas, investments",Energy,53.0,"Oil & gas, investments, Self Made",,,"Singapore, Singapore",India,Married,2.0,,,,,,1
+1217,Byron Trott,byron-trott,2.5,64.0,7,United States,Investments,Finance & Investments,64.0,"Investments, Self Made",9.0,,"Winnetka, Illinois",United States,Married,,,,,,,1
+1217,Donald Trump,donald-trump,2.5,76.0,8,United States,Real estate,Real Estate,77.0,Real estate,4.0,1.0,"Palm Beach, Florida",United States,Married,5.0,"Fordham University; Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,0
+1217,Peter Unger,peter-unger,2.5,78.0,8,Germany,Auto repair,Automotive,79.0,"Auto repair, Self Made",,,"Neustadt an der Waldnaab, Germany",Germany,Married,2.0,,,,,,1
+1217,Roger Wang,roger-wang,2.5,74.0,8,United States,Retail,Fashion & Retail,74.0,"Retail, Self Made",8.0,,"Nanjing, China",United States,Married,2.0,"Bachelor of Arts/Science, Chinese Culture University; Master of Business Administration, Southeastern Louisiana University",1.0,1.0,0.0,0.0,1
+1217,Oprah Winfrey,oprah-winfrey,2.5,69.0,7,United States,TV shows,Media & Entertainment,69.0,"TV shows, Self Made",10.0,2.0,"Montecito, California",United States,In Relationship,,"Bachelor of Arts/Science, Tennessee State University",1.0,0.0,0.0,0.0,1
+1217,Wu Zhigang & family,wu-zhigang,2.5,88.0,9,China,Bakery chain,Food & Beverage,88.0,"Bakery chain, Self Made",,,"Shenyang, China",China,Married,3.0,,,,,,1
+1217,Xie Weitong,xie-weitong,2.5,66.0,7,Taiwan,Cobalt,Metals & Mining,66.0,"Cobalt, Self Made",,,Singapore,Taiwan,,,,,,,,1
+1217,Ye Guofu,ye-guofu,2.5,45.0,5,China,Retail,Fashion & Retail,45.0,"Retail, Self Made",,,"Guangzhou, China",China,,,"Associate in Arts/Science, Zhongnan University of Economics and Law",0.0,0.0,0.0,0.0,1
+1272,Brian Acton,brian-acton,2.4,51.0,6,United States,WhatsApp,Technology,51.0,"WhatsApp, Self Made",8.0,3.0,"Palo Alto, California",United States,Married,1.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+1272,Abdulla Al Futtaim & family,abdulla-al-futtaim,2.4,83.0,9,United Arab Emirates,"Auto dealers, investments",Automotive,83.0,"Auto dealers, investments",,,"Dubai, United Arab Emirates",United Arab Emirates,Married,,,,,,,0
+1272,Edward Bass,edward-bass,2.4,77.0,8,United States,"Oil, investments",Energy,77.0,"Oil, investments",4.0,3.0,"Fort Worth, Texas",United States,Married,1.0,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,0
+1272,Koos Bekker,koos-bekker,2.4,70.0,7,South Africa,"Media, investments",Media & Entertainment,70.0,"Media, investments, Self Made",,,"Cape Town, South Africa",South Africa,Married,2.0,"Master of Business Administration, Columbia Business School; LLB, University of Witwatersrand",0.0,1.0,0.0,0.0,1
+1272,Otto Philipp Braun,otto-philipp-braun,2.4,45.0,5,Germany,Medical technology,Healthcare,45.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+1272,Chen Tei-fu,chen-tei-fu,2.4,74.0,8,Taiwan,Herbal products,Fashion & Retail,75.0,"Herbal products, Self Made",,,"Los Angeles, California",Taiwan,Married,5.0,"Drop Out, Brigham Young University; Bachelor of Arts/Science, Kaohsiung Medical University",1.0,0.0,0.0,1.0,1
+1272,Abilio dos Santos Diniz,abilio-dos-santos-diniz,2.4,86.0,9,Brazil,Retail,Fashion & Retail,86.0,Retail,,,"Sao Paulo, Brazil",Brazil,Married,6.0,"Bachelor of Arts/Science, Fundacao Getulio Vargas",1.0,0.0,0.0,0.0,0
+1272,Marcel Erni,marcel-erni,2.4,58.0,6,Switzerland,Private equity,Finance & Investments,58.0,"Private equity, Self Made",,,"Zug, Switzerland",Switzerland,,,,,,,,1
+1272,Doris Fisher,doris-fisher,2.4,91.0,10,United States,Gap,Fashion & Retail,92.0,"Gap, Self Made",7.0,2.0,"San Francisco, California",United States,Widowed,3.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+1272,Gerald Ford,gerald-ford,2.4,78.0,8,United States,Banking,Finance & Investments,79.0,"Banking, Self Made",9.0,2.0,"Dallas, Texas",United States,Married,6.0,"Bachelor of Arts/Science, Southern Methodist University; Doctor of Jurisprudence, Southern Methodist University",1.0,0.0,0.0,0.0,1
+1272,Bernard Fraisse & family,bernard-fraisse,2.4,66.0,7,France,Pharmaceuticals,Healthcare,67.0,"Pharmaceuticals, Self Made",,,"Paris, France",France,,,,,,,,1
+1272,Alfred Gantner,alfred-gantner,2.4,55.0,6,Switzerland,Private equity,Finance & Investments,55.0,"Private equity, Self Made",,,"Zug, Switzerland",Switzerland,Married,5.0,"Master of Business Administration, Brigham Young University",0.0,1.0,0.0,0.0,1
+1272,Paul Gauselmann & family,paul-gauselmann,2.4,88.0,9,Germany,Gambling,Gambling & Casinos,89.0,"Gambling, Self Made",,,"Espelkamp, Germany",Germany,Married,4.0,,,,,,1
+1272,Mitchell Goldhar,mitchell-goldhar,2.4,61.0,7,Canada,Real estate,Real Estate,62.0,"Real estate, Self Made",,,"North York, Canada",Canada,Single,,"Bachelor of Arts/Science, York University",1.0,0.0,0.0,0.0,1
+1272,Peter Hargreaves,peter-hargreaves,2.4,76.0,8,United Kingdom,Financial services,Finance & Investments,76.0,"Financial services, Self Made",,,"Bristol, United Kingdom",United Kingdom,Married,2.0,,,,,,1
+1272,Xuande Hua & family,xuande-hua,2.4,79.0,8,China,Pharmaceuticals,Healthcare,79.0,"Pharmaceuticals, Self Made",,,"Taizhou, China",China,Married,,,,,,,1
+1272,Kwek Leng Kee,kwek-leng-kee,2.4,68.0,7,Singapore,Diversified,Diversified,68.0,Diversified,,,"Singapore, Singapore",Singapore,Married,,,,,,,0
+1272,Catherine Lozick,catherine-lozick,2.4,77.0,8,United States,Valve manufacturing,Manufacturing,78.0,Valve manufacturing,1.0,,"Fort Lauderdale, Florida",United States,Widowed,,,,,,,0
+1272,Kalanithi Maran,kalanithi-maran,2.4,57.0,6,India,Media,Media & Entertainment,58.0,"Media, Self Made",,,"Chennai, India",India,Married,1.0,"Master of Business Administration, University of Scranton",0.0,1.0,0.0,0.0,1
+1272,Jed McCaleb,jed-mccaleb,2.4,48.0,5,United States,Cryptocurrency,Finance & Investments,48.0,"Cryptocurrency, Self Made",9.0,,"Berkeley, California",United States,,,,,,,,1
+1272,Fatih Ozmen,fatih-ozmen,2.4,65.0,7,United States,Aerospace,Manufacturing,65.0,"Aerospace, Self Made",,,"Reno, Nevada",United States,Married,,,,,,,1
+1272,Pan Laican,pan-laican,2.4,,0,China,Soy sauce,Food & Beverage,,"Soy sauce, Self Made",,,"foshan, China",China,,,,,,,,1
+1272,Tor Peterson,tor-peterson,2.4,58.0,6,United States,Commodities,Metals & Mining,59.0,"Commodities, Self Made",6.0,,"Zug, Switzerland",United States,Single,,"Bachelor of Arts/Science, Duke University",1.0,0.0,0.0,0.0,1
+1272,Daniel Pritzker,daniel-pritzker,2.4,63.0,7,United States,"Hotels, investments",Finance & Investments,63.0,"Hotels, investments",1.0,2.0,"Marin County, California",United States,Married,5.0,"Doctor of Jurisprudence, Northwestern University; Bachelor of Arts/Science, Tufts University",1.0,0.0,0.0,0.0,0
+1272,Jinxing Qi,jinxing-qi,2.4,61.0,7,China,Real estate,Real Estate,61.0,"Real estate, Self Made",,,"Hangzhou, China",China,Married,1.0,"Master of Business Administration, Zhejiang University",0.0,1.0,0.0,0.0,1
+1272,Qiu Jianping & family,qiu-jianping,2.4,61.0,7,China,Hand tools,Manufacturing,61.0,"Hand tools, Self Made",,,"Hangzhou, China",China,Married,,"Master of Science, Xi'an Jiaotong University",0.0,1.0,0.0,0.0,1
+1272,Rajan Raheja & family,rajan-raheja,2.4,68.0,7,India,Diversified,Diversified,69.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,0
+1272,Matthias Reinhart,matthias-reinhart,2.4,63.0,7,Switzerland,Financial services,Finance & Investments,63.0,"Financial services, Self Made",,,"Zurich, Switzerland",Switzerland,,,,,,,,1
+1272,Arnout Schuijff,arnout-schuijff,2.4,55.0,6,Netherlands,Payments software,Technology,55.0,"Payments software, Self Made",,,"Amsterdam, Netherlands",Netherlands,Married,,,,,,,1
+1272,Hans Sy,hans-sy,2.4,67.0,7,Philippines,Diversified,Diversified,67.0,Diversified,,,"Manila, Philippines",Philippines,Married,4.0,"Bachelor of Science, De La Salle University",1.0,0.0,0.0,0.0,0
+1272,Herbert Sy,herbert-sy,2.4,66.0,7,Philippines,Diversified,Diversified,66.0,Diversified,,,"Manila, Philippines",Philippines,Married,,"Bachelor of Business Administration, De La Salle University",1.0,0.0,0.0,0.0,0
+1272,Lucio Tan,lucio-tan,2.4,88.0,9,Philippines,Diversified,Diversified,89.0,"Diversified, Self Made",,,"Manila, Philippines",Philippines,Married,6.0,"Bachelor of Arts/Science, Far Eastern University",1.0,0.0,0.0,0.0,1
+1272,Tsai Ming-kai,tsai-ming-kai,2.4,72.0,8,Taiwan,Semiconductors,Technology,73.0,"Semiconductors, Self Made",,,"Hsinchu, Taiwan",Taiwan,Married,2.0,"Bachelor of Engineering, National Taiwan University; Master of Science in Engineering, University of Cincinnati",1.0,1.0,0.0,0.0,1
+1272,Ted Turner,ted-turner,2.4,84.0,9,United States,Cable television,Media & Entertainment,84.0,Cable television,5.0,5.0,"Atlanta, Georgia",United States,Divorced,5.0,"Bachelor of Arts/Science, Brown University",1.0,0.0,0.0,0.0,0
+1272,David Walentas,david-walentas,2.4,84.0,9,United States,Real estate,Real Estate,85.0,"Real estate, Self Made",10.0,1.0,"New York, New York",United States,Widowed,1.0,"Bachelor of Arts/Science, University of Virginia",1.0,0.0,0.0,0.0,1
+1272,Urs Wietlisbach,urs-wietlisbach,2.4,61.0,7,Switzerland,Private equity,Finance & Investments,62.0,"Private equity, Self Made",,,"Zug, Switzerland",Switzerland,,,"Master of Business Administration, University of St. Gallen",0.0,1.0,0.0,0.0,1
+1272,Jerry Yang,jerry-yang,2.4,54.0,6,United States,Yahoo,Technology,54.0,"Yahoo, Self Made",10.0,2.0,"Los Altos Hills, California",United States,Married,2.0,"Bachelor of Arts/Science, Stanford University; Master of Science, Stanford University",1.0,1.0,0.0,0.0,1
+1272,Yang Jianliang & family,yang-jianliang,2.4,53.0,6,China,Machinery,Manufacturing,54.0,"Machinery, Self Made",,,"Wuxi, China",China,Married,1.0,,,,,,1
+1272,Yang Weidong & family,yang-weidong-1,2.4,54.0,6,China,Chemicals,Manufacturing,54.0,"Chemicals, Self Made",,,"Jiaxing, China",China,Married,,,,,,,1
+1272,Mortimer Zuckerman,mortimer-zuckerman,2.4,85.0,9,United States,"Real estate, media",Real Estate,86.0,"Real estate, media, Self Made",8.0,4.0,"New York, New York",United States,Divorced,2.0,"LLM, Harvard University; Bachelor of Arts/Science, McGill University; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+1312,John Armitage,john-armitage,2.3,63.0,7,Ireland,Hedge funds,Finance & Investments,63.0,"Hedge funds, Self Made",,,"London, United Kingdom",Ireland,,,,,,,,1
+1312,Lee Bass,lee-bass,2.3,66.0,7,United States,"Oil, investments",Energy,67.0,"Oil, investments",4.0,2.0,"Fort Worth, Texas",United States,Married,,"Master of Business Administration, University of Pennsylvania, The Wharton School; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,0
+1312,John Bicket,john-bicket,2.3,43.0,5,United States,Sensor systems,Technology,43.0,"Sensor systems, Self Made",,,"San Francisco, California",United States,Married,2.0,"Bachelor of Science, Cornell University; Master of Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,1
+1312,Sanjit Biswas,sanjit-biswas,2.3,41.0,5,United States,Sensor systems,Technology,41.0,"Sensor systems, Self Made",,,"San Francisco, California",United States,Married,3.0,"Master of Science, Massachusetts Institute of Technology; Bachelor of Science, Stanford University",1.0,1.0,0.0,0.0,1
+1312,Timothy Boyle,timothy-boyle,2.3,73.0,8,United States,Columbia Sportswear,Fashion & Retail,73.0,"Columbia Sportswear, Self Made",5.0,1.0,"Portland, Oregon",United States,Married,2.0,"Bachelor of Arts/Science, University of Oregon",1.0,0.0,0.0,0.0,1
+1312,Morris Chang,morris-chang,2.3,91.0,10,Taiwan,Semiconductors,Technology,92.0,"Semiconductors, Self Made",,,"Hsinchu, Taiwan",Taiwan,Married,1.0,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Master of Science, Massachusetts Institute of Technology; Ph.D, Stanford University",1.0,1.0,0.0,0.0,1
+1312,Chao Teng-hsiung,chao-teng-hsiung,2.3,78.0,8,Taiwan,Real estate,Real Estate,78.0,"Real estate, Self Made",,,"Taipei, Taiwan",Taiwan,Married,3.0,,,,,,1
+1312,Samuel Chen,samuel-chen,2.3,73.0,8,Taiwan,Investments,Finance & Investments,73.0,"Investments, Self Made",,,,Taiwan,Married,2.0,,,,,,1
+1312,Chu Lam Yiu,chu-lam-yiu,2.3,53.0,6,Hong Kong,Flavorings,Manufacturing,53.0,"Flavorings, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,1.0,,,,,,1
+1312,K. Dinesh,k-dinesh,2.3,68.0,7,India,Software services,Technology,69.0,"Software services, Self Made",,,"Bangalore, India",India,Married,2.0,"Master of Science, Bangalore University",0.0,1.0,0.0,0.0,1
+1312,James Duff,james-duff,2.3,62.0,7,United States,"Tires, diversified",Diversified,62.0,"Tires, diversified, Self Made",,,"Hattiesburg, Mississippi",United States,Married,2.0,,,,,,1
+1312,Thomas Duff,thomas-duff,2.3,66.0,7,United States,"Tires, diversified",Diversified,66.0,"Tires, diversified, Self Made",,,"Hattiesburg, Mississippi",United States,Divorced,2.0,"Bachelor of Arts/Science, University of Southern Mississippi",1.0,0.0,0.0,0.0,1
+1312,Daniel Ek,daniel-ek,2.3,40.0,4,Sweden,Spotify,Technology,40.0,"Spotify, Self Made",,,"Stockholm, Sweden",Sweden,Married,2.0,,,,,,1
+1312,John Fisher,john-fisher,2.3,61.0,7,United States,Gap,Fashion & Retail,62.0,Gap,2.0,2.0,"San Francisco, California",United States,Married,4.0,"Bachelor of Arts/Science, Princeton University; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,0
+1312,Georg Haub,georg-haub,2.3,61.0,7,Germany,Retail,Fashion & Retail,61.0,Retail,,,"Berlin, Germany",Germany,Married,,,,,,,0
+1312,Erman Ilicak,erman-ilicak,2.3,55.0,6,Turkey,Construction,Construction & Engineering,55.0,"Construction, Self Made",,,"Ankara, Turkey",Turkey,Married,3.0,,,,,,1
+1312,Justin Ishbia,justin-ishbia,2.3,45.0,5,United States,Private equity,Finance & Investments,45.0,Private equity,,,"Chicago, Illinois",United States,Married,2.0,"Bachelor of Arts/Science, Michigan State University; Doctor of Jurisprudence, Vanderbilt University",1.0,0.0,0.0,0.0,0
+1312,Long Jiang,long-jiang,2.3,49.0,5,China,Manufacturing,Technology,49.0,"Manufacturing, Self Made",,,"Weifang, China",China,,,"Master of Arts, Renmin University of China; Bachelor of Arts/Science, Tsinghua University; Ph.D, University of Maryland",1.0,1.0,0.0,0.0,1
+1312,Bruce Karsh,bruce-karsh,2.3,67.0,7,United States,Private equity,Finance & Investments,67.0,"Private equity, Self Made",8.0,3.0,"Los Angeles, California",United States,Married,3.0,"Bachelor of Arts/Science, Duke University; Doctor of Jurisprudence, University of Virginia",1.0,0.0,0.0,0.0,1
+1312,Bom Kim,bom-kim,2.3,44.0,5,United States,Online retailing,Technology,44.0,"Online retailing, Self Made",8.0,,"Seoul, South Korea",United States,Married,1.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+1312,Jianping Lai,jianping-lai,2.3,,0,China,Soy sauce,Food & Beverage,,"Soy sauce, Self Made",,,"Foshan, China",China,,,,,,,,1
+1312,Lam Kong,lam-kong,2.3,58.0,6,China,Pharmaceuticals,Healthcare,59.0,"Pharmaceuticals, Self Made",,,"Hong Kong, Hong Kong",China,,,"Bachelor of Arts/Science, Guangdong Medical College",1.0,0.0,0.0,0.0,1
+1312,Stephen Lansdown,stephen-lansdown,2.3,70.0,7,Guernsey,Financial services,Finance & Investments,70.0,"Financial services, Self Made",,,"St. Peter Port, Guernsey",Guernsey,Married,2.0,,,,,,1
+1312,Kevin David Lehmann,kevin-david-lehmann,2.3,20.0,2,Germany,Drugstores,Fashion & Retail,20.0,Drugstores,,,,Germany,,,,,,,,0
+1312,Li Haiyan,li-haiyan,2.3,,0,China,Restaurants,Food & Beverage,,"Restaurants, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+1312,Hua Li,hua-li-1,2.3,45.0,5,China,Financial services,Finance & Investments,45.0,"Financial services, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1312,Lim Kok Thay,lim-kok-thay,2.3,71.0,8,Malaysia,Casinos,Gambling & Casinos,72.0,Casinos,,,"Kuala Lumpur, Malaysia",Malaysia,Married,3.0,"Harvard Business School; Bachelor of Arts/Science, University of London",1.0,0.0,0.0,0.0,0
+1312,Kishore Mariwala,kishore-mariwala,2.3,88.0,9,India,Consumer goods,Food & Beverage,88.0,Consumer goods,,,"Mumbai, India",India,Married,2.0,"Master of Science in Engineering, Massachusetts Institute of Technology; Bachelor of Science in Engineering, University of Mumbai",1.0,1.0,0.0,0.0,0
+1312,Clayton Mathile,clayton-mathile,2.3,82.0,9,United States,Pet food,Food & Beverage,82.0,"Pet food, Self Made",7.0,4.0,"Brookville, Ohio",United States,Married,5.0,"Bachelor of Arts/Science, Ohio Northern University",1.0,0.0,0.0,0.0,1
+1312,Mi Enhua,mi-enhua,2.3,65.0,7,China,Retail,Fashion & Retail,65.0,"Retail, Self Made",,,"Urumqi, China",China,Married,,,,,,,1
+1312,Vadim Moshkovich,vadim-moshkovich,2.3,55.0,6,Russia,"Agriculture, land",Food & Beverage,56.0,"Agriculture, land, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Bachelor of Arts/Science, Moscow Institute of Radioengineering, Electronics and Automation",1.0,0.0,0.0,0.0,1
+1312,David Murdock,david-murdock,2.3,99.0,10,United States,"Dole, real estate",Food & Beverage,100.0,"Dole, real estate, Self Made",10.0,,"Ventura, California",United States,Widowed,3.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+1312,David Nahmad,david-nahmad,2.3,75.0,8,Monaco,Art collection,Fashion & Retail,76.0,"Art collection, Self Made",,,"New York, New York",Monaco,Married,3.0,,,,,,1
+1312,Lirio Parisotto,lirio-parisotto,2.3,69.0,7,Brazil,Investments,Finance & Investments,69.0,"Investments, Self Made",,,"Manaus, Brazil",Brazil,Divorced,1.0,,,,,,1
+1312,Augusto Perfetti,augusto-perfetti,2.3,,0,Italy,Candy,Food & Beverage,,Candy,,,"Lugano, Switzerland",Italy,,,,,,,,0
+1312,Giorgio Perfetti,giorgio-perfetti,2.3,,0,Italy,Candy,Food & Beverage,,Candy,,,"Lugano, Switzerland",Italy,,,,,,,,0
+1312,Alberto Prada,alberto-prada,2.3,69.0,7,Italy,Luxury goods,Fashion & Retail,69.0,Luxury goods,,,"Milan, Italy",Italy,,,,,,,,0
+1312,Marina Prada,marina-prada,2.3,77.0,8,Italy,Luxury goods,Fashion & Retail,78.0,Luxury goods,,,"Milan, Italy",Italy,,,,,,,,0
+1312,Filiz Sahenk,filiz-sahenk,2.3,56.0,6,Turkey,Diversified,Diversified,56.0,Diversified,,,"Istanbul, Turkey",Turkey,Single,,,,,,,0
+1312,Richard Sands,richard-sands,2.3,72.0,8,United States,Liquor,Food & Beverage,72.0,Liquor,4.0,1.0,"Delray Beach, Florida",United States,,,"Doctorate, University of North Carolina; Bachelor of Arts/Science, University of Vermont",1.0,0.0,1.0,0.0,0
+1312,Stephan Schmidheiny,stephan-schmidheiny,2.3,75.0,8,Switzerland,Investments,Finance & Investments,75.0,Investments,,,"Hurden, Switzerland",Switzerland,Married,2.0,"Doctorate, University of Zurich",0.0,0.0,1.0,0.0,0
+1312,Alberto Siccardi & family,alberto-siccardi,2.3,78.0,8,Switzerland,Medical devices,Healthcare,79.0,Medical devices,,,"Lugano, Switzerland",Switzerland,Married,3.0,"Master of Business Administration, SDA Bocconi School of Management; Bachelor of Science, University of Turin",1.0,1.0,0.0,0.0,0
+1312,Stefan Soloviev,stefan-soloviev,2.3,47.0,5,United States,"Real estate, grains",Real Estate,48.0,"Real estate, grains",,,"Delray Beach, Florida",United States,Divorced,22.0,"Drop Out, University of Rhode Island",0.0,0.0,0.0,1.0,0
+1312,Tang Yiu,tang-yiu,2.3,89.0,9,Hong Kong,Fashion retail,Fashion & Retail,89.0,"Fashion retail, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,,,,,,1
+1312,Tian Ming,tian-ming,2.3,69.0,7,China,Measuring instruments,Technology,69.0,"Measuring instruments, Self Made",,,"Hefei, China",China,Married,,,,,,,1
+1312,T.Y. Tsai,ty-tsai,2.3,70.0,7,Taiwan,Finance,Finance & Investments,70.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,1.0,"EMBA, National Taiwan University; Bachelor of Arts/Science, Tokai University",1.0,0.0,0.0,0.0,0
+1312,Jayshree Ullal,jayshree-ullal,2.3,62.0,7,United States,Computer networking,Technology,62.0,"Computer networking, Self Made",6.0,,"Saratoga, California",United States,Married,2.0,"Bachelor of Arts/Science, San Francisco State University; Master of Science, Santa Clara University",1.0,1.0,0.0,0.0,1
+1312,Georg von Opel,georg-von-opel,2.3,56.0,6,Switzerland,"Real estate, investments",Finance & Investments,57.0,"Real estate, investments",,,"London, United Kingdom",Switzerland,Married,5.0,"Bachelor of Arts/Economics, University of Rhode Island",1.0,0.0,0.0,0.0,0
+1312,Lang Walker,lang-walker,2.3,77.0,8,Australia,Real estate,Real Estate,78.0,"Real estate, Self Made",,,"Sydney, Australia",Australia,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1312,Xicheng Wang & family,xicheng-wang,2.3,74.0,8,China,Tires,Manufacturing,74.0,"Tires, Self Made",,,"Zhaoyuan, China",China,Married,,,,,,,1
+1312,Wang Zhenhua,wang-zhenhua,2.3,61.0,7,China,Real estate,Real Estate,61.0,"Real estate, Self Made",,,"Shanghai, China",China,,,"Master of Business Administration, Macau University",0.0,1.0,0.0,0.0,1
+1312,Paul-Heinz Wesjohann & family,paul-heinz-wesjohann,2.3,79.0,8,Germany,Chicken processing,Food & Beverage,80.0,"Chicken processing, Self Made",,,"Rechterfeld, Germany",Germany,Married,4.0,,,,,,1
+1312,Xie Bingkun & family,xie-bingkun,2.3,56.0,6,China,Pearlescent pigments,Fashion & Retail,57.0,"Pearlescent pigments, Self Made",,,"Fuzhou, China",China,Married,,,,,,,1
+1312,Xu Shugen,xu-shugen,2.3,57.0,6,China,"Construction, mining machinery",Manufacturing,58.0,"Construction, mining machinery, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1312,Christoph Zeller,christoph-zeller,2.3,65.0,7,Liechtenstein,Dental materials,Healthcare,66.0,Dental materials,,,"Vaduz, Liechtenstein",Liechtenstein,Married,,,,,,,0
+1312,Zhang Jingzhang & family,zhang-jingzhang,2.3,87.0,9,China,Precision machinery,Manufacturing,87.0,"Precision machinery, Self Made",,,"Ningbo, China",China,,,,,,,,1
+1368,George Argyros & family,george-argyros,2.2,86.0,9,United States,"Real estate, investments",Real Estate,86.0,"Real estate, investments, Self Made",9.0,3.0,"Newport Beach, California",United States,Married,3.0,"Bachelor of Arts/Science, Chapman University",1.0,0.0,0.0,0.0,1
+1368,Brian Armstrong,brian-armstrong,2.2,40.0,4,United States,Cryptocurrency,Finance & Investments,40.0,"Cryptocurrency, Self Made",8.0,,"San Francisco, California",United States,,,"Bachelor of Arts/Economics, Rice University; Master of Arts/Science, Rice University",1.0,1.0,0.0,0.0,1
+1368,Albert Avdolyan,albert-avdolyan,2.2,52.0,6,Russia,"Oil, mining",Energy,52.0,"Oil, mining, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Master of Laws, Irkutsk State University",0.0,1.0,0.0,0.0,1
+1368,Sezai Bacaksiz,sezai-bacaksiz,2.2,73.0,8,Turkey,Diversified,Diversified,74.0,"Diversified, Self Made",,,"Ankara, Turkey",Turkey,Married,2.0,,,,,,1
+1368,Aneel Bhusri,aneel-bhusri,2.2,57.0,6,United States,Business software,Technology,57.0,"Business software, Self Made",8.0,1.0,"San Francisco, California",United States,Married,2.0,"Bachelor of Arts/Science, Brown University; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,1
+1368,Brett Blundy,brett-blundy,2.2,63.0,7,Australia,"Retail, agribusiness",Fashion & Retail,63.0,"Retail, agribusiness, Self Made",,,"Paradise Island, Bahamas",Australia,Married,2.0,,,,,,1
+1368,J. Hyatt Brown,j-hyatt-brown,2.2,85.0,9,United States,Insurance,Finance & Investments,86.0,Insurance,5.0,,"Ormond Beach, Florida",United States,Married,,"Bachelor of Arts/Science, University of Florida",1.0,0.0,0.0,0.0,0
+1368,Chen Jinxia,chen-jinxia,2.2,55.0,6,China,Investments,Finance & Investments,55.0,Investments,,,"Shanghai, China",China,Widowed,,"Bachelor of Arts/Science, Shanghai University of Finance and Economics",1.0,0.0,0.0,0.0,0
+1368,Chen Xueli,chen-xueli,2.2,71.0,8,China,Pharmaceuticals,Healthcare,71.0,"Pharmaceuticals, Self Made",,,"Weihai, China",China,,,,,,,,1
+1368,Dermot Desmond,dermot-desmond,2.2,72.0,8,Ireland,Finance,Finance & Investments,73.0,"Finance, Self Made",,,"Dublin, Ireland",Ireland,Married,4.0,,,,,,1
+1368,Dong Wei,dong-wei-2,2.2,52.0,6,China,Pharmaceuticals,Healthcare,52.0,"Pharmaceuticals, Self Made",,,"Lianyungang, China",China,,,,,,,,1
+1368,Tom Ford,tom-ford-1,2.2,61.0,7,United States,Fashion,Fashion & Retail,62.0,"Fashion, Self Made",,,"Los Angeles, California",United States,Widowed,1.0,"Drop Out, New York University; Bachelor of Architecture, Parsons School of Design",1.0,0.0,0.0,1.0,1
+1368,Fu Guangming & family,fu-guangming,2.2,69.0,7,China,Poultry,Food & Beverage,69.0,"Poultry, Self Made",,,"Nanping, China",China,Married,2.0,,,,,,1
+1368,Noam Gottesman,noam-gottesman,2.2,61.0,7,United States,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",7.0,3.0,"New York, New York",United States,Married,4.0,"Bachelor of Arts/Science, Columbia University",1.0,0.0,0.0,0.0,1
+1368,Jeffrey Gundlach,jeffrey-gundlach,2.2,64.0,7,United States,Investments,Finance & Investments,64.0,"Investments, Self Made",8.0,,"Los Angeles, California",United States,Divorced,,"Bachelor of Arts/Science, Dartmouth College",1.0,0.0,0.0,0.0,1
+1368,Hao Hong,hao-hong,2.2,67.0,7,United States,Pharmaceuticals,Healthcare,67.0,"Pharmaceuticals, Self Made",8.0,,"Tianjin, China",United States,Married,,,,,,,1
+1368,Shmuel Harlap,shmuel-harlap,2.2,78.0,8,Israel,Automotive,Automotive,78.0,Automotive,,,"Tel Aviv, Israel",Israel,,,,,,,,0
+1368,Hans-Werner Hector,hans-werner-hector,2.2,83.0,9,Germany,SAP,Technology,83.0,"SAP, Self Made",,,"Weinheim, Germany",Germany,Married,,"Master of Science, University of Saarland",0.0,1.0,0.0,0.0,1
+1368,Lutz Mario Helmig & family,lutz-mario-helmig,2.2,76.0,8,Germany,Hospitals,Healthcare,76.0,"Hospitals, Self Made",,,"Grebenhain, Germany",Germany,Married,2.0,,,,,,1
+1368,Chulong Huang,chulong-huang,2.2,64.0,7,Canada,Real estate,Real Estate,64.0,"Real estate, Self Made",,,"Shenzhen, China",Canada,,,,,,,,1
+1368,Thomas James,thomas-james,2.2,80.0,8,United States,Finance,Finance & Investments,81.0,Finance,,,"Saint Petersburg, Florida",United States,Married,2.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard University; Doctor of Jurisprudence, Stetson University",1.0,1.0,0.0,0.0,0
+1368,James Jannard,james-jannard,2.2,73.0,8,United States,Sunglasses,Fashion & Retail,74.0,"Sunglasses, Self Made",9.0,,"San Juan Islands, Washington",United States,Married,4.0,"Drop Out, University of Southern California",0.0,0.0,0.0,1.0,1
+1368,Willis Johnson,willis-johnson,2.2,75.0,8,United States,Damaged cars,Automotive,76.0,"Damaged cars, Self Made",,,"Franklin, Tennessee",United States,Married,2.0,,,,,,1
+1368,Lai Shixian,lai-shixian,2.2,48.0,5,China,Sports apparel,Fashion & Retail,48.0,"Sports apparel, Self Made",,,"Quanzhou, China",China,Married,,"EMBA, China Europe International Business School",0.0,0.0,0.0,0.0,1
+1368,Chris Larsen,chris-larsen,2.2,62.0,7,United States,Cryptocurrency,Finance & Investments,63.0,"Cryptocurrency, Self Made",8.0,4.0,"San Francisco, California",United States,Married,2.0,"Bachelor of Arts/Science, San Francisco State University; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,1
+1368,Solomon Lew,solomon-lew,2.2,78.0,8,Australia,Retail,Fashion & Retail,78.0,"Retail, Self Made",,,"Melbourne, Australia",Australia,Married,3.0,,,,,,1
+1368,Liang Xinjun,liang-xinjun,2.2,54.0,6,Singapore,Conglomerate,Diversified,54.0,"Conglomerate, Self Made",,,"Singapore, Singapore",Singapore,Married,1.0,"Doctorate, Arizona State University; Master of Business Administration, Cheung Kong Graduate School of Business; Bachelor of Arts/Science, Fudan University",1.0,1.0,1.0,0.0,1
+1368,Harald Link,harald-link,2.2,68.0,7,Thailand,Diversified,Diversified,68.0,Diversified,,,"Bangkok, Thailand",Thailand,Married,2.0,"Master of Business Administration, University of St Gallen",0.0,1.0,0.0,0.0,0
+1368,Max Lytvyn,max-lytvyn,2.2,43.0,5,Canada,Software,Technology,43.0,"Software, Self Made",,,"San Francisco, California",Canada,,,"Master of Business Administration, Vanderbilt University",0.0,1.0,0.0,0.0,1
+1368,Igor Makarov,igor-makarov,2.2,60.0,6,Cyprus,Investments,Energy,61.0,"Investments, Self Made",,,"Miami, Florida",Cyprus,Married,2.0,"Bachelor of Arts/Science, Turkmen State University",1.0,0.0,0.0,0.0,1
+1368,Howard Marks,howard-marks,2.2,76.0,8,United States,Private equity,Finance & Investments,77.0,"Private equity, Self Made",8.0,,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+1368,Charles Munger,charles-munger,2.2,99.0,10,United States,Berkshire Hathaway,Finance & Investments,99.0,"Berkshire Hathaway, Self Made",,,"Los Angeles, California",United States,Widowed,8.0,"Doctor of Jurisprudence, Harvard University; Drop Out, University of Michigan",0.0,0.0,0.0,1.0,1
+1368,Adam Neumann,adam-neumann,2.2,44.0,5,Israel,WeWork,Real Estate,44.0,"WeWork, Self Made",,,"Miami, Florida",Israel,Married,6.0,City University of New York Baruch,0.0,0.0,0.0,0.0,1
+1368,Thi Phuong Thao Nguyen,thi-phuong-thao-nguyen,2.2,52.0,6,Vietnam,Airlines,Diversified,53.0,"Airlines, Self Made",,,"Ho Chi Minh City, Vietnam",Vietnam,Married,4.0,,,,,,1
+1368,Ni Yongpei & family,ni-yongpei,2.2,71.0,8,China,Beverages,Food & Beverage,71.0,"Beverages, Self Made",,,"Liuan, China",China,Married,,,,,,,1
+1368,Heloise Pratt,heloise-pratt,2.2,60.0,6,Australia,"Manufacturing, investment",Manufacturing,60.0,"Manufacturing, investment",,,"Melbourne, Australia",Australia,Divorced,3.0,,,,,,0
+1368,Qi Xiangdong,qi-xiangdong,2.2,52.0,6,China,Software,Technology,52.0,"Software, Self Made",,,"Beijing, China",China,Married,,"Master of Business Administration, Beijing University of Science and Technology; Bachelor of Arts/Science, Changchun College of Posts and Telecommunications",1.0,1.0,0.0,0.0,1
+1368,Phillip T. (Terry) Ragon,phillip-t-terry-ragon,2.2,73.0,8,United States,Health IT,Technology,74.0,"Health IT, Self Made",8.0,4.0,"Boston, Massachusetts",United States,Married,,"Bachelor of Arts/Science, Massachusetts Institute of Technology",1.0,0.0,0.0,0.0,1
+1368,Prathap Reddy,prathap-reddy,2.2,91.0,10,India,Healthcare,Healthcare,91.0,"Healthcare, Self Made",,,"Chennai, India",India,Married,4.0,,,,,,1
+1368,Jerry Reinsdorf,jerry-reinsdorf,2.2,87.0,9,United States,Sports teams,Sports,87.0,"Sports teams, Self Made",,,"Chicago, Illinois",United States,Married,4.0,"Bachelor of Arts/Science, George Washington University; Law Degree, Northwestern University",1.0,0.0,0.0,0.0,1
+1368,Chad Richison,chad-richison,2.2,52.0,6,United States,Payroll processing,Technology,52.0,"Payroll processing, Self Made",9.0,2.0,"Edmond, Oklahoma",United States,Married,4.0,"Bachelor of Arts/Science, University of Central Oklahoma",1.0,0.0,0.0,0.0,1
+1368,"Karl Scheufele, III. & family",karl-scheufele-iii,2.2,84.0,9,Switzerland,Jewelry,Fashion & Retail,84.0,"Jewelry, Self Made",,,"Geneva, Switzerland",Switzerland,Married,2.0,,,,,,1
+1368,Alice Schwartz,alice-schwartz,2.2,96.0,10,United States,Biotech,Healthcare,97.0,"Biotech, Self Made",8.0,,"El Cerrito, California",United States,Widowed,2.0,"Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+1368,Alex Shevchenko,alex-shevchenko,2.2,43.0,5,Canada,Software,Technology,43.0,"Software, Self Made",,,Canada,Canada,,,"Master of Business Administration, University of Toronto",0.0,1.0,0.0,0.0,1
+1368,Kavitark Ram Shriram,kavitark-ram-shriram,2.2,66.0,7,United States,"Venture capital, Google",Technology,66.0,"Venture capital, Google, Self Made",10.0,2.0,"Menlo Park, California",United States,Married,2.0,"Bachelor of Arts/Science, University of Madras",1.0,0.0,0.0,0.0,1
+1368,Jeffrey Soffer,jeffrey-soffer,2.2,55.0,6,United States,Real estate,Real Estate,55.0,Real estate,,,"Aventura, Florida",United States,Married,,"Drop Out, University of Miami",0.0,0.0,0.0,1.0,0
+1368,William Stone,william-stone,2.2,67.0,7,United States,Software,Technology,68.0,"Software, Self Made",8.0,1.0,"East Lyme, Connecticut",United States,Married,3.0,"Bachelor of Arts/Science, Marquette University",1.0,0.0,0.0,0.0,1
+1368,Henry Swieca,henry-swieca,2.2,65.0,7,United States,Hedge funds,Finance & Investments,66.0,"Hedge funds, Self Made",,,"New York, New York",United States,Married,4.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, SUNY Stony Brook",1.0,1.0,0.0,0.0,1
+1368,Harley Sy,harley-sy,2.2,63.0,7,Philippines,Diversified,Diversified,64.0,Diversified,,,"Manila, Philippines",Philippines,Married,,"Bachelor of Science, De La Salle University",1.0,0.0,0.0,0.0,0
+1368,Teresita Sy-Coson,teresita-sy-coson,2.2,72.0,8,Philippines,Diversified,Diversified,72.0,Diversified,,,"Manila, Philippines",Philippines,Widowed,3.0,"Bachelor of Science, Assumption College",1.0,0.0,0.0,0.0,0
+1368,Katsumi Tada,katsumi-tada,2.2,77.0,8,Japan,Real estate,Real Estate,78.0,"real estate, Self Made",,,"Tokyo, Japan",Japan,Married,3.0,,,,,,1
+1368,Tang Jinkui & family,tang-jinkui,2.2,67.0,7,China,"Textiles, petrochemicals",Manufacturing,67.0,"Textiles, petrochemicals, Self Made",,,"Suzhou, China",China,Married,,,,,,,1
+1368,Tang Xiao'ou,tang-xiaoou,2.2,55.0,6,Hong Kong,Software,Technology,55.0,"Software, Self Made",,,"Shanghai, China",Hong Kong,,,"Ph.D, Massachusetts Institue of Technology; Master of Science, University of Rochester; Bachelor of Science, University of Science and Technology of China",1.0,1.0,0.0,0.0,1
+1368,Lottie Tham & family,lottie-tham,2.2,73.0,8,Sweden,H&M,Fashion & Retail,74.0,H&M,,,"Stockholm, Sweden",Sweden,Married,3.0,,,,,,0
+1368,Shamsheer Vayalil,shamsheer-vayalil,2.2,46.0,5,India,Healthcare,Healthcare,46.0,Healthcare,,,"Abu Dhabi, United Arab Emirates",India,Married,4.0,,,,,,0
+1368,Radha Vembu,radha-vembu,2.2,50.0,5,India,Business software,Technology,50.0,Business software,,,"Chennai, India",India,Married,1.0,"Bachelor of Arts/Economics, Indian Institute of Technology Madras (IIT Madras)",1.0,0.0,0.0,0.0,0
+1368,Wang Wenmo,wang-wenmo,2.2,66.0,7,China,Sports apparel,Fashion & Retail,66.0,"Sports apparel, Self Made",,,"Quanzhou, China",China,,,,,,,,1
+1368,Wang Zhenghua,wang-zhenghua,2.2,78.0,8,China,Budget airline,Service,79.0,"Budget airline, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1368,David Wertheim,david-wertheim,2.2,65.0,7,Israel,Coca-Cola Israel,Food & Beverage,65.0,Coca-Cola Israel,,,Israel,Israel,Married,6.0,,,,,,0
+1368,Kai Wu,kai-wu,2.2,55.0,6,China,Batteries,Energy,55.0,"Batteries, Self Made",,,"Ningde, China",China,,,"Ph.D, Shanghai Jiao Tong University",0.0,0.0,0.0,0.0,1
+1368,Xu Yingzhuo,xu-yingzhuo,2.2,55.0,6,China,Agribusiness,Food & Beverage,55.0,"Agribusiness, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+1368,Yeung Kin-man,yeung-kin-man,2.2,59.0,6,Hong Kong,Electronics,Manufacturing,59.0,"Electronics, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,,,,,,,1
+1368,Huijiao Yu,huijiao-yu,2.2,57.0,6,China,Package delivery,Logistics,57.0,"Package delivery, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+1368,Oren Zeev,oren-zeev,2.2,58.0,6,Israel,Investments,Finance & Investments,58.0,"Investments, Self Made",,,"Los Altos, California",Israel,Married,2.0,,,,,,1
+1368,Clayton Zekelman,clayton-zekelman,2.2,54.0,6,Canada,Steel,Manufacturing,54.0,Steel,,,"Windsor, Canada",Canada,,,,,,,,0
+1368,Zhao Fenggang,zhao-fenggang,2.2,57.0,6,China,Batteries,Energy,57.0,"Batteries, Self Made",,,"Ningde, China",China,,,,,,,,1
+1434,Alex Beard,alex-beard,2.1,55.0,6,United Kingdom,"Mining, commodities",Metals & Mining,56.0,"Mining, commodities, Self Made",,,"London, United Kingdom",United Kingdom,Married,,"Master of Science, Oxford University",0.0,1.0,0.0,0.0,1
+1434,Travis Boersma,travis-boersma,2.1,52.0,6,United States,Coffee,Food & Beverage,52.0,"Coffee, Self Made",,,"Grants Pass, Oregon",United States,,,"Bachelor of Arts/Science, Southern Oregon University",1.0,0.0,0.0,0.0,1
+1434,Martin Bouygues,martin-bouygues-1,2.1,,0,France,"Construction, media",Construction & Engineering,,"Construction, media",,,"Paris, France",France,,,,,,,,0
+1434,Olivier Bouygues,olivier-bouygues,2.1,72.0,8,France,"Construction, media",Construction & Engineering,72.0,"Construction, media",,,,France,,,,,,,,0
+1434,William Boyd & family,william-boyd,2.1,91.0,10,United States,"Casinos, banking",Gambling & Casinos,91.0,"Casinos, banking, Self Made",,,"Las Vegas, Nevada",United States,Divorced,3.0,,,,,,1
+1434,Anand Burman,anand-burman-1,2.1,70.0,7,India,Consumer goods,Food & Beverage,71.0,Consumer goods,,,"Delhi, India",India,Married,2.0,"Master of Science, University of Kansas; Ph.D, University of Kansas",0.0,1.0,0.0,0.0,0
+1434,Cao Ji,cao-ji,2.1,71.0,8,China,Manufacturing,Manufacturing,71.0,"Manufacturing, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1434,Bruce Cheng,bruce-cheng,2.1,86.0,9,Taiwan,Electronics,Technology,86.0,"Electronics, Self Made",,,"Taipei, Taiwan",Taiwan,Married,2.0,"Bachelor of Arts/Science, National Cheng Kung University",1.0,0.0,0.0,0.0,1
+1434,Chi Yufeng,chi-yufeng,2.1,52.0,6,China,Software,Technology,52.0,Software,,,"Beijing, China",China,,,,,,,,0
+1434,Daniel Chiu,daniel-chiu,2.1,62.0,7,Hong Kong,Oil & gas,Energy,62.0,"Oil & gas, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,,,,,,,,1
+1434,Beda Diethelm,beda-diethelm,2.1,82.0,9,Switzerland,Hearing aids,Healthcare,82.0,"Hearing aids, Self Made",,,"Zurich, Switzerland",Switzerland,,,,,,,,1
+1434,Domenico Dolce,domenico-dolce,2.1,64.0,7,Italy,Luxury goods,Fashion & Retail,65.0,"Luxury goods, Self Made",,,"Milan, Italy",Italy,Single,,,,,,,1
+1434,Ralph Dommermuth,ralph-dommermuth,2.1,59.0,6,Germany,Internet service provider,Technology,59.0,"Internet service provider, Self Made",,,"Montabaur, Germany",Germany,Married,1.0,,,,,,1
+1434,Georgi Domuschiev,georgi-domuschiev,2.1,50.0,5,Bulgaria,"Animal health, investments",Diversified,51.0,"Animal health, investments, Self Made",,,"London, United Kingdom",Bulgaria,,,,,,,,1
+1434,Kiril Domuschiev,kiril-domuschiev,2.1,53.0,6,Bulgaria,"Animal health, investments",Diversified,54.0,"Animal health, investments, Self Made",,,"London, United Kingdom",Bulgaria,Married,,,,,,,1
+1434,Bob Ell,bob-ell,2.1,78.0,8,Australia,Real estate,Real Estate,78.0,"Real estate, Self Made",,,"Surfers Paradise, Australia",Australia,Married,5.0,,,,,,1
+1434,Paul Foster,paul-foster,2.1,65.0,7,United States,Oil refining,Energy,65.0,"Oil refining, Self Made",,,"El Paso, Texas",United States,Married,2.0,"Bachelor of Arts/Science, Baylor University",1.0,0.0,0.0,0.0,1
+1434,Stefano Gabbana,stefano-gabbana,2.1,60.0,6,Italy,Luxury goods,Fashion & Retail,60.0,"Luxury goods, Self Made",,,"Milan, Italy",Italy,Single,,"Bachelor of Arts/Science, Istituto Superiore di Industrie Artistiche",1.0,0.0,0.0,0.0,1
+1434,Xingjiang Gao,xingjiang-gao,2.1,59.0,6,China,Steel,Manufacturing,59.0,"Steel, Self Made",,,"Huzhou, China",China,,,,,,,,1
+1434,Gordon Getty,gordon-getty,2.1,89.0,9,United States,Getty Oil,Energy,89.0,Getty Oil,2.0,3.0,"San Francisco, California",United States,Widowed,7.0,"Bachelor of Arts/Science, San Francisco Conservatory of Music",1.0,0.0,0.0,0.0,0
+1434,Kamal Ghaffarian,kamal-ghaffarian,2.1,64.0,7,United States,"Space, energy",Energy,65.0,"Space, energy, Self Made",,,"Naples, Florida",United States,Engaged,,"Bachelor of Science in Engineering, Catholic University of America; Master, George Washington University",1.0,1.0,0.0,0.0,1
+1434,Dennis Gillings,dennis-gillings,2.1,78.0,8,United Kingdom,Clinical trials,Healthcare,79.0,"Clinical trials, Self Made",,,"Durham, North Carolina",United Kingdom,,,,,,,,1
+1434,Harsh Goenka,harsh-goenka,2.1,65.0,7,India,Diversified,Diversified,65.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, Calcutta University; Master of Business Administration, International Institute for Management and Development",1.0,1.0,0.0,0.0,0
+1434,Sanjiv Goenka,sanjiv-goenka,2.1,62.0,7,India,Diversified,Diversified,62.0,Diversified,,,"Kolkata, India",India,Married,2.0,"Bachelor of Arts/Science, Calcutta University",1.0,0.0,0.0,0.0,0
+1434,Jane Goldman,jane-goldman,2.1,67.0,7,United States,Real estate,Real Estate,68.0,Real estate,4.0,1.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Manhattanville College",1.0,0.0,0.0,0.0,0
+1434,Stein Erik Hagen,stein-erik-hagen,2.1,66.0,7,Norway,Consumer goods,Fashion & Retail,67.0,"Consumer goods, Self Made",,,"Oslo, Norway",Norway,Married,4.0,,,,,,1
+1434,Bahaa Hariri,bahaa-hariri,2.1,56.0,6,Lebanon,"Real estate, investments",Real Estate,57.0,"Real estate, investments",,,"Geneva, Switzerland",Lebanon,Married,,"Bachelor of Arts/Science, Boston University",1.0,0.0,0.0,0.0,0
+1434,Hortensia Herrero,hortensia-herrero,2.1,72.0,8,Spain,Supermarkets,Fashion & Retail,73.0,Supermarkets,,,"Valencia, Spain",Spain,Married,4.0,,,,,,0
+1434,Douglas Hsu,douglas-hsu,2.1,80.0,8,Taiwan,Diversified,Diversified,81.0,Diversified,,,"Taipei, Taiwan",Taiwan,Married,3.0,"Bachelor of Arts/Science, Notre Dame University; Master of Arts, Notre Dame University",1.0,1.0,0.0,0.0,0
+1434,Huang Min,huang-min-1,2.1,49.0,5,China,Machinery,Manufacturing,50.0,"Machinery, Self Made",,,"Suzhou, China",China,,,,,,,,1
+1434,Jared Isaacman,jared-isaacman,2.1,40.0,4,United States,Payment processing,Technology,40.0,"Payment processing, Self Made",8.0,,"Easton, Pennsylvania",United States,Married,,"Bachelor of Arts/Science, Embry-Riddle Aeronautical University",1.0,0.0,0.0,0.0,1
+1434,Eugene Kaspersky,eugene-kaspersky,2.1,57.0,6,Russia,Software,Technology,57.0,"Software, Self Made",,,"Moscow, Russia",Russia,Married,5.0,"Master of Science, Institute of Cryptography, Telecommunications and Computer Science (FSB Academy)",0.0,1.0,0.0,0.0,1
+1434,Artem Khachatryan,artem-khachatryan,2.1,48.0,5,Russia,Retail,Fashion & Retail,48.0,"Retail, Self Made",,,"Limassol, Cyprus",Russia,,,"Master of Science, Moscow State Mining University",0.0,1.0,0.0,0.0,1
+1434,Andrei Krivenko,andrei-krivenko,2.1,47.0,5,Russia,Retail,Food & Beverage,48.0,"Retail, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+1434,Thomas Kwok,thomas-kwok,2.1,71.0,8,Hong Kong,Real estate,Real Estate,71.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Bachelor of Engineering, Imperial College London; Master of Business Administration, London Business School",1.0,1.0,0.0,0.0,0
+1434,Lam Wai-ying,lam-wai-ying,2.1,,0,Hong Kong,Smartphone screens,Manufacturing,,"Smartphone screens, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,,,,,,,1
+1434,Marc Lasry,marc-lasry,2.1,62.0,7,United States,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",9.0,,"New York, New York",United States,Married,5.0,"Bachelor of Arts/Science, Clark University; Doctor of Jurisprudence, New York Law School",1.0,0.0,0.0,0.0,1
+1434,Christian Latouche & family,christian-latouche,2.1,82.0,9,France,Accounting services,Finance & Investments,83.0,"Accounting services, Self Made",,,"Lyon, France",France,Married,1.0,,,,,,1
+1434,Theodore Leonsis,theodore-leonsis,2.1,67.0,7,United States,Sports teams,Sports,67.0,"Sports teams, Self Made",,,"Bethesda, Maryland",United States,Married,2.0,,,,,,1
+1434,Lin Chang Su-O,lin-chang-su-o,2.1,82.0,9,Taiwan,Real estate,Real Estate,83.0,Real estate,,,"Taipei, Taiwan",Taiwan,Widowed,4.0,,,,,,0
+1434,Liu Chengyu & family,liu-chengyu,2.1,60.0,6,China,Power supply equipment,Manufacturing,61.0,"Power supply equipment, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+1434,Sergey Lomakin,sergey-lomakin,2.1,49.0,5,Russia,Retail,Fashion & Retail,50.0,"Retail, Self Made",,,"Paphos, Cyprus",Russia,Married,5.0,"Master of Science, Moscow State Mining University",0.0,1.0,0.0,0.0,1
+1434,Daniel Lubetzky,daniel-lubetzky,2.1,54.0,6,United States,Snack bars,Food & Beverage,54.0,"Snack bars, Self Made",,,"New York, New York",United States,Married,4.0,"Bachelor of Arts/Science, Trinity University of San Antonio",1.0,0.0,0.0,0.0,1
+1434,Melissa Ma,melissa-ma-1,2.1,,0,China,Internet search,Technology,,"Internet search, Self Made",,,"Beijing, China",China,Married,,"Ph.D, Rutgers University; Bachelor of Arts/Science, University of Science and Technology of China",1.0,0.0,0.0,0.0,1
+1434,Anand Mahindra,anand-mahindra,2.1,67.0,7,India,Diversified,Diversified,68.0,Diversified,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, Harvard University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,0
+1434,Rafique Malik,rafique-malik,2.1,72.0,8,India,Footwear,Fashion & Retail,72.0,Footwear,,,"Mumbai, India",India,Married,5.0,,,,,,0
+1434,Katarina Martinson,katarina-martinson,2.1,41.0,5,Sweden,Investments,Diversified,42.0,Investments,,,"Stockholm, Sweden",Sweden,Married,,,,,,,0
+1434,Kiran Mazumdar-Shaw,kiran-mazumdar-shaw,2.1,70.0,7,India,Biopharmaceuticals,Healthcare,70.0,"Biopharmaceuticals, Self Made",,,"Bangalore, India",India,Widowed,,"Bachelor of Arts/Science, Bangalore University; Master of Science, Melbourne University",1.0,1.0,0.0,0.0,1
+1434,Nirmal Minda,nirmal-minda,2.1,65.0,7,India,Auto parts,Automotive,65.0,Auto parts,,,"Gurgaon, India",India,Married,2.0,,,,,,0
+1434,Mu Rongjun,mu-rongjun,2.1,43.0,5,China,E-commerce,Technology,43.0,"E-commerce, Self Made",,,"Beijing, China",China,,,"Bachelor of Engineering, Tsinghua University; Master, Tsinghua University",1.0,1.0,0.0,0.0,1
+1434,Eugene Murtagh,eugene-murtagh,2.1,80.0,8,Ireland,Building materials,Manufacturing,81.0,"Building materials, Self Made",,,"Kingscourt, Ireland",Ireland,Widowed,5.0,,,,,,1
+1434,Alexander Nesis,alexander-nesis,2.1,60.0,6,Russia,"Metals, banking, fertilizers",Finance & Investments,60.0,"Metals, banking, fertilizers, Self Made",,,"Moscow, Russia",Russia,Married,5.0,"Bachelor of Arts/Science, Leningrad Technological Institute",1.0,0.0,0.0,0.0,1
+1434,Zugen Ni,zugen-ni,2.1,66.0,7,China,Appliances,Manufacturing,66.0,"Appliances, Self Made",,,"Suzhou, China",China,Married,,,,,,,1
+1434,Florentino Perez,florentino-perez,2.1,76.0,8,Spain,Construction,Construction & Engineering,76.0,"Construction, Self Made",,,"Madrid, Spain",Spain,Widowed,3.0,,,,,,1
+1434,Victor Pinchuk,victor-pinchuk,2.1,62.0,7,Ukraine,"Steel pipes, diversified",Metals & Mining,62.0,"Steel pipes, diversified, Self Made",,,"Kiev, Ukraine",Ukraine,Married,4.0,"Doctorate, Dniepropetrovsk Metallurgical Institute",0.0,0.0,1.0,0.0,1
+1434,Leonid Radvinsky,leonid-radvinsky,2.1,40.0,4,United States,E-commerce,Technology,41.0,"E-commerce, Self Made",,,Florida,United States,Married,,"Bachelor of Arts/Economics, Northwestern University",1.0,0.0,0.0,0.0,1
+1434,Raveendran Byju,raveendran-byju,2.1,41.0,5,India,Education technology,Technology,42.0,"Education technology, Self Made",,,"Bangalore, India",India,Married,2.0,,,,,,1
+1434,P.P. Reddy,pp-reddy,2.1,65.0,7,India,Infrastructure,Construction & Engineering,65.0,"Infrastructure, Self Made",,,"Hyderabad, India",India,Married,2.0,,,,,,1
+1434,Richard Saghian,richard-saghian,2.1,41.0,5,United States,Fast fashion,Fashion & Retail,42.0,"Fast fashion, Self Made",,,"Los Angeles, California",United States,Single,,"Drop Out, California State University Northridge",0.0,0.0,0.0,1.0,1
+1434,Shi Yifeng,shi-yifeng,2.1,49.0,5,China,Medical cosmetics,Healthcare,49.0,"Medical cosmetics, Self Made",,,"Beijing, China",China,,,"Master of Business Administration, Tsinghua University",0.0,1.0,0.0,0.0,1
+1434,Thaksin Shinawatra,thaksin-shinawatra,2.1,73.0,8,Thailand,Investments,Finance & Investments,74.0,"Investments, Self Made",,,"Dubai, United Arab Emirates",Thailand,Divorced,3.0,"Master of Science, Eastern Kentucky University",0.0,1.0,0.0,0.0,1
+1434,Shu Ping,shu-ping,2.1,53.0,6,Singapore,Restaurants,Food & Beverage,,"Restaurants, Self Made",,,"Singapore, Singapore",Singapore,Married,,,,,,,1
+1434,Timothy Springer,timothy-springer,2.1,75.0,8,United States,Biotech,Healthcare,75.0,"Biotech, Self Made",8.0,1.0,"Chestnut Hill, Massachusetts",United States,Married,,"Ph.D, Harvard University; Bachelor of Science, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+1434,Venu Srinivasan,venu-srinivasan-1,2.1,70.0,7,India,Two-wheelers,Automotive,70.0,Two-wheelers,,,"Chennai, India",India,Married,2.0,"Bachelor of Engineering, Anna University, Chennai, India; Master of Business Administration, Purdue University",1.0,1.0,0.0,0.0,0
+1434,Edward Stack,edward-stack,2.1,68.0,7,United States,Dick's Sporting Goods,Fashion & Retail,68.0,"Dick's Sporting Goods, Self Made",,,"Sewickley, Pennsylvania",United States,Married,,"Bachelor of Arts/Science, St. John Fisher College",1.0,0.0,0.0,0.0,1
+1434,Sun Mengquan & family,sun-mengquan,2.1,73.0,8,China,Edible oil,Food & Beverage,73.0,"Edible oil, Self Made",,,"Yantai, China",China,,,,,,,,1
+1434,Alexander Svetakov,alexander-svetakov,2.1,55.0,6,Russia,Real estate,Finance & Investments,55.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Married,5.0,"Master of Science, Moscow Institute of Electronic Technology",0.0,1.0,0.0,0.0,1
+1434,Torsten Toeller,torsten-toeller,2.1,56.0,6,Germany,Pet food,Fashion & Retail,57.0,"Pet food, Self Made",,,"Krefeld, Germany",Germany,Married,,,,,,,1
+1434,Barbara Tyson,barbara-tyson,2.1,74.0,8,United States,Food processing,Food & Beverage,74.0,Food processing,3.0,1.0,"Fayetteville, Arkansas",United States,Widowed,,,,,,,0
+1434,Hamdi Ulukaya,hamdi-ulukaya,2.1,50.0,5,Turkey,Greek yogurt,Food & Beverage,50.0,"Greek yogurt, Self Made",,,"Norwich, New York",Turkey,Married,,"Master of Business Administration, SUNY Albany",0.0,1.0,0.0,0.0,1
+1434,Wang Linpeng,wang-linpeng,2.1,54.0,6,China,Furniture retailing,Construction & Engineering,55.0,"Furniture retailing, Self Made",,,"Beijing, China",China,,,,,,,,1
+1434,Wei Ing-Chou,wei-ing-chou,2.1,69.0,7,Taiwan,"Food, beverages",Food & Beverage,70.0,"Food, beverages, Self Made",,,"Tianjin, China",Taiwan,Married,3.0,,,,,,1
+1434,Wei Yin-Chun,wei-yin-chun,2.1,66.0,7,Taiwan,"Food, beverages",Food & Beverage,66.0,"Food, beverages, Self Made",,,"Taipei, Taiwan",Taiwan,Married,4.0,,,,,,1
+1434,Wei Yin-Heng,wei-yin-heng,2.1,64.0,7,Taiwan,"Food, beverages",Food & Beverage,64.0,"Food, beverages, Self Made",,,"Shanghai, China",Taiwan,Married,2.0,,,,,,1
+1434,Wei Ying-Chiao,wei-ying-chiao,2.1,68.0,7,Taiwan,"Food, beverages",Food & Beverage,68.0,"Food, beverages, Self Made",,,"Taipei, Taiwan",Taiwan,Married,5.0,,,,,,1
+1434,Elaine Wynn,elaine-wynn,2.1,80.0,8,United States,"Casinos, hotels",Gambling & Casinos,81.0,"Casinos, hotels, Self Made",8.0,3.0,"Las Vegas, Nevada",United States,Divorced,2.0,"Bachelor of Arts/Science, George Washington University",1.0,0.0,0.0,0.0,1
+1434,Xu Xudong & family,xu-xudong,2.1,53.0,6,China,Auto parts,Automotive,53.0,"Auto parts, Self Made",,,"Ningbo, China",China,,,,,,,,1
+1434,Michael Ying,michael-ying,2.1,73.0,8,Hong Kong,Retail,Fashion & Retail,73.0,"Retail, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,,,,,,1
+1434,Yu Qibing & family,yu-qibing,2.1,57.0,6,China,Glass,Manufacturing,57.0,"Glass, Self Made",,,"Ningbo, China",China,,,,,,,,1
+1434,Yuan Fugen & family,yuan-fugen,2.1,72.0,8,China,Metal processing,Manufacturing,72.0,"Metal processing, Self Made",,,"Suzhou, China",China,,,,,,,,1
+1434,Zhang Ning & family,zhang-ning,2.1,49.0,5,Canada,Chemicals,Manufacturing,49.0,"Chemicals, Self Made",,,"Shanghai, China",Canada,,,,,,,,1
+1434,Zhao Tao,zhao-tao,2.1,57.0,6,Singapore,Pharmaceuticals,Healthcare,57.0,Pharmaceuticals,,,"Xi'an, China",Singapore,Married,,"Master of Business Administration, Fordham University",0.0,1.0,0.0,0.0,0
+1516,Anu Aga,anu-aga,2.0,80.0,8,India,Engineering,Construction & Engineering,81.0,Engineering,,,"Pune, India",India,Widowed,1.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,0
+1516,Mohamed Al Fayed,mohamed-al-fayed,2.0,94.0,10,Egypt,"Retail, investments",Fashion & Retail,94.0,"Retail, investments, Self Made",,,"London, United Kingdom",Egypt,Married,5.0,,,,,,1
+1516,Andrey Andreev,andrey-andreev,2.0,49.0,5,United Kingdom,Online dating,Technology,49.0,"Online dating, Self Made",,,"London, United Kingdom",United Kingdom,Single,,,,,,,1
+1516,Michael Ashcroft,michael-ashcroft,2.0,77.0,8,United Kingdom,Security,Finance & Investments,77.0,"Security, Self Made",,,"Turks and Caicos Islands, Turks and Caicos Islands",United Kingdom,,,,,,,,1
+1516,Pavel Baudis,pavel-baudis,2.0,62.0,7,Czech Republic,Software,Technology,63.0,"Software, Self Made",,,"Prague, Czech Republic",Czech Republic,Married,2.0,,,,,,1
+1516,Wilhelm Beier & family,wilhelm-beier,2.0,66.0,7,Germany,Pharmaceuticals,Healthcare,67.0,"Pharmaceuticals, Self Made",,,Germany,Germany,,,,,,,,1
+1516,Cao Jianwei,cao-jianwei,2.0,44.0,5,China,Semiconductors,Manufacturing,45.0,"Semiconductors, Self Made",,,"Shangyu, China",China,,,,,,,,1
+1516,Huwen Chen,huwen-chen,2.0,52.0,6,China,Stationery,Manufacturing,53.0,"Stationery, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1516,Phongthep Chiaravanont,phongthep-chiaravanont,2.0,71.0,8,Thailand,Diversified,Diversified,71.0,Diversified,,,"Bangkok, Thailand",Thailand,,,"Master of Science, University of California, Davis",0.0,1.0,0.0,0.0,0
+1516,Dou Zhenggang,dou-zhenggang,2.0,69.0,7,China,"Energy, chemicals",Diversified,70.0,"Energy, chemicals, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1516,Maria Franca Fissolo,maria-franca-fissolo,2.0,88.0,9,Italy,"Nutella, chocolates",Food & Beverage,88.0,"Nutella, chocolates",1.0,,"Monaco, Monaco",Italy,Widowed,2.0,,,,,,0
+1516,William Franke,william-franke,2.0,85.0,9,United States,Low-cost airlines,Diversified,86.0,"Low-cost airlines, Self Made",,,"Houston, Texas",United States,Married,5.0,"Bachelor of Arts/Science, Stanford University; LLB, Stanford University",1.0,0.0,0.0,0.0,1
+1516,Mario Germano Giuliani,mario-germano-giuliani,2.0,51.0,6,Switzerland,Pharmaceuticals,Healthcare,51.0,Pharmaceuticals,,,"Monaco, Monaco",Switzerland,Married,,"Bachelor of Arts/Economics, Catholic University of the Sacred Heart",1.0,0.0,0.0,0.0,0
+1516,Amy Goldman Fowler,amy-goldman-fowler,2.0,68.0,7,United States,Real estate,Real Estate,69.0,Real estate,2.0,1.0,"Rhinebeck, New York",United States,Married,,,,,,,0
+1516,John Hancock,john-hancock,2.0,47.0,5,Australia,Mining,Metals & Mining,47.0,Mining,,,"London, United Kingdom",Australia,Married,3.0,"Master of Business Administration, University of Notre Dame",0.0,1.0,0.0,0.0,0
+1516,Hu Yangzhong,hu-yangzhong,2.0,58.0,6,China,Technology,Technology,58.0,"Technology, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1516,Huang Dawen,huang-dawen,2.0,62.0,7,Hong Kong,Silicon,Manufacturing,62.0,"Silicon, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,,,,,,,,1
+1516,Huang Qiaoling,huang-qiaoling,2.0,64.0,7,China,Amusement parks,Media & Entertainment,64.0,"Amusement parks, Self Made",,,"Hangzhou, China",China,Married,2.0,,,,,,1
+1516,Rajiv Jain,rajiv-jain,2.0,55.0,6,United States,Finance,Finance & Investments,55.0,"Finance, Self Made",,,"Fort Lauderdale, Florida",United States,,,"Master of Business Administration, University of Miami; Bachelor of Arts/Science, University of Panjab",1.0,1.0,0.0,0.0,1
+1516,Michael Jordan,michael-jordan,2.0,60.0,6,United States,"Charlotte Hornets, endorsements",Sports,60.0,"Charlotte Hornets, endorsements, Self Made",,,"Jupiter, Florida",United States,Married,5.0,"Bachelor of Arts/Science, University of North Carolina, Chapel Hill",1.0,0.0,0.0,0.0,1
+1516,Diane Kemper,diane-kemper,2.0,77.0,8,United States,Real estate,Real Estate,78.0,Real estate,2.0,1.0,"New York, New York",United States,Widowed,,,,,,,0
+1516,Shlomo Kramer,shlomo-kramer,2.0,57.0,6,Israel,"Software, investments",Technology,57.0,"Software, investments, Self Made",,,"Tel Aviv, Israel",Israel,,,,,,,,1
+1516,Heikki Kyostila,heikki-kyostila,2.0,77.0,8,Finland,Dental products,Healthcare,77.0,"Dental products, Self Made",,,"Helsinki, Finland",Finland,,,,,,,,1
+1516,Martin Lau,martin-lau,2.0,50.0,5,Hong Kong,E-commerce,Technology,50.0,"E-commerce, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,,,"Master of Business Administration, Kellogg School of Management; Master of Science in Engineering, Stanford University; Bachelor of Science in Engineering, University of Michigan",1.0,1.0,0.0,0.0,1
+1516,Li Min,li-min,2.0,57.0,6,China,Semiconductor,Technology,57.0,"Semiconductor, Self Made",,,"Fuzhou, China",China,,,,,,,,1
+1516,Liang Rubo,liang-rubo-1,2.0,40.0,4,China,TikTok,Technology,40.0,"TikTok, Self Made",,,"Beijing, China",China,,,"Bachelor of Science, Nankai University",1.0,0.0,0.0,0.0,1
+1516,Liang Zhaoxian,liang-zhaoxian,2.0,58.0,6,China,Appliances,Manufacturing,58.0,Appliances,,,"Foshan, China",China,,,"Bachelor of Arts/Science, South China University of Technology",1.0,0.0,0.0,0.0,0
+1516,Lin Fanlian,lin-fanlian,2.0,61.0,7,China,"Energy, real estate",Energy,62.0,"Energy, real estate, Self Made",,,"Linyi, China",China,,,,,,,,1
+1516,Aloke Lohia,aloke-lohia,2.0,64.0,7,India,Petrochemicals,Manufacturing,64.0,Petrochemicals,,,"Bangkok, Thailand",India,Married,3.0,,,,,,0
+1516,Bill Malhotra,bill-malhotra,2.0,73.0,8,Canada,Real estate,Real Estate,73.0,"Real estate, Self Made",,,"Ottawa, Canada",Canada,Married,2.0,"Bachelor of Engineering, Birla Institute of Technology and Science (BITS) - Pilani",1.0,0.0,0.0,0.0,1
+1516,Alexander Mamut,alexander-mamut,2.0,63.0,7,Russia,Investments,Finance & Investments,63.0,"Investments, Self Made",,,"Tel Aviv, Israel",Russia,Widowed,5.0,"Master of Laws, Moscow State University",0.0,1.0,0.0,0.0,1
+1516,Craig McCaw,craig-mccaw,2.0,73.0,8,United States,Telecom,Telecom,74.0,Telecom,5.0,,"Hunts Point, Washington",United States,Married,3.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,0
+1516,Cunhui Nan,cunhui-nan,2.0,59.0,6,China,Power equipment,Manufacturing,60.0,"Power equipment, Self Made",,,"Wenzhou, China",China,Married,,,,,,,1
+1516,Tengyun Nie & family,tengyun-nie,2.0,47.0,5,China,Logistics,Service,47.0,"Logistics, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+1516,Oei Hong Leong,oei-hong-leong,2.0,75.0,8,Singapore,Investments,Finance & Investments,75.0,Investments,,,"Singapore, Singapore",Singapore,Married,4.0,,,,,,0
+1516,Clive Palmer,clive-palmer,2.0,69.0,7,Australia,Mining,Metals & Mining,69.0,"Mining, Self Made",,,"Brisbane, Australia",Australia,Married,3.0,,,,,,1
+1516,Matthew Prince,matthew-prince,2.0,48.0,5,United States,Cybersecurity,Technology,48.0,"Cybersecurity, Self Made",8.0,,"Park City, Utah",United States,Married,,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Trinity College Connecticut; Doctor of Jurisprudence, University of Chicago",1.0,1.0,0.0,0.0,1
+1516,Linda Pritzker,linda-pritzker,2.0,69.0,7,United States,"Hotels, investments",Service,69.0,"Hotels, investments",1.0,,"Missoula, Montana",United States,Divorced,3.0,,,,,,0
+1516,P.V. Krishna Reddy,pv-krishna-reddy,2.0,53.0,6,India,Infrastructure,Construction & Engineering,54.0,"Infrastructure, Self Made",,,"Hyderabad, India",India,Married,2.0,,,,,,1
+1516,Bianca Rinehart,bianca-rinehart,2.0,46.0,5,Australia,Mining,Metals & Mining,46.0,Mining,,,"Brisbane, Australia",Australia,Married,2.0,,,,,,0
+1516,Ginia Rinehart,ginia-rinehart,2.0,36.0,4,Australia,Mining,Metals & Mining,36.0,Mining,,,"Sydney, Australia",Australia,Married,,,,,,,0
+1516,T. Denny Sanford,t-denny-sanford,2.0,87.0,9,United States,"Banking, credit cards",Finance & Investments,87.0,"Banking, credit cards, Self Made",9.0,5.0,"Sioux Falls, South Dakota",United States,Divorced,2.0,"Bachelor of Arts/Science, University of Minnesota",1.0,0.0,0.0,0.0,1
+1516,Bhadresh Shah,bhadresh-shah,2.0,71.0,8,India,Engineering,Manufacturing,71.0,"Engineering, Self Made",,,"Ahmedabad, India",India,Married,2.0,"Bachelor of Science in Engineering, Indian Institute of Technology",1.0,0.0,0.0,0.0,1
+1516,Zygmunt Solorz-Zak,zygmunt-solorz-zak,2.0,66.0,7,Poland,TV broadcasting,Media & Entertainment,67.0,"TV broadcasting, Self Made",,,"Warsaw, Poland",Poland,Divorced,3.0,,,,,,1
+1516,Michal Strnad,michal-strnad,2.0,30.0,3,Czech Republic,Defense Contracting,Manufacturing,31.0,Defense Contracting,,,,Czech Republic,Married,1.0,,,,,,0
+1516,Sylvia Stroeher,sylvia-stroeher,2.0,67.0,7,Germany,Cosmetics,Fashion & Retail,68.0,Cosmetics,,,"Darmstadt, Germany",Germany,Married,1.0,,,,,,0
+1516,Otto Toto Sugiri,otto-toto-sugiri,2.0,69.0,7,Indonesia,Data centers,Technology,69.0,"Data centers, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,,"Master of Science in Engineering, Rheinisch-Westfälische Technische Hochschule, Aachen, Germany",0.0,1.0,0.0,0.0,1
+1516,Larry Tanenbaum,larry-tanenbaum,2.0,77.0,8,Canada,Sports,Sports,78.0,"Sports, Self Made",,,"Toronto, Canada",Canada,Married,3.0,"Bachelor of Science, Cornell University",1.0,0.0,0.0,0.0,1
+1516,Wichai Thongtang,wichai-thongtang,2.0,76.0,8,Thailand,Investments,Finance & Investments,76.0,"Investments, Self Made",,,"Bangkok, Thailand",Thailand,Widowed,4.0,,,,,,1
+1516,Ion Tiriac,ion-tiriac,2.0,83.0,9,Romania,"Banking, insurance",Finance & Investments,84.0,"Banking, insurance, Self Made",,,"Bucharest, Romania",Romania,Single,2.0,,,,,,1
+1516,Hope Welker,hope-welker,2.0,37.0,4,Australia,Mining,Metals & Mining,38.0,Mining,,,"New York, New York",Australia,Divorced,2.0,,,,,,0
+1516,William Young,william-young,2.0,82.0,9,United States,Plastics,Manufacturing,82.0,"Plastics, Self Made",8.0,1.0,"Ypsilanti, Michigan",United States,Married,4.0,"Bachelor of Science in Engineering, University of Detroit Mercy",1.0,0.0,0.0,0.0,1
+1516,Ales Zavoral,ales-zavoral,2.0,46.0,5,Czech Republic,E-commerce,Fashion & Retail,46.0,"E-commerce, Self Made",,,,Czech Republic,Divorced,4.0,,,,,,1
+1516,Zhang Fan,zhang-fan,2.0,57.0,6,China,Touch screens,Technology,57.0,"Touch screens, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1516,Shilong Zhang & family,shilong-zhang,2.0,57.0,6,China,Semiconductor,Technology,57.0,"Semiconductor, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1516,Zhang Wanzhen,zhang-wanzhen,2.0,73.0,8,China,Electronics components,Manufacturing,73.0,"Electronics components, Self Made",,,"Chaozhou, China",China,,,,,,,,1
+1516,Hongfei Zhao,hongfei-zhao,2.0,48.0,5,China,Software,Technology,49.0,"Software, Self Made",,,"Beijing, China",China,,,,,,,,1
+1516,Zhou Jian,zhou-jian-3,2.0,46.0,5,China,Solar energy equipment,Energy,47.0,"Solar energy equipment, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1516,Zhu Yiwen & family,zhu-yiwen,2.0,59.0,6,China,Healthcare,Healthcare,59.0,"Healthcare, Self Made",,,"Shanghai, China",China,Married,,"Medical Doctor, Nanjing University of Chinese Medicine",0.0,0.0,0.0,0.0,1
+1575,Roberto Angelini Rossi,roberto-angelini-rossi,1.9,74.0,8,Chile,"Forestry, mining",Diversified,75.0,"Forestry, mining",,,"Santiago, Chile",Chile,Married,4.0,"Bachelor of Arts/Science, Pontificia Universidad de Chile",1.0,0.0,0.0,0.0,0
+1575,Mika Anttonen,mika-anttonen,1.9,56.0,6,Finland,Oil & gas,Energy,56.0,"Oil & gas, Self Made",,,"Helsinki, Finland",Finland,Married,,,,,,,1
+1575,David Blitzer,david-blitzer,1.9,53.0,6,United States,Sports,Sports,53.0,"Sports, Self Made",,,"New York, New York",United States,Married,5.0,The Wharton School at the University of Pennsylvania,0.0,0.0,0.0,0.0,1
+1575,Julio Bozano,julio-bozano,1.9,87.0,9,Brazil,Banking,Finance & Investments,87.0,"Banking, Self Made",,,"Rio de Janeiro, Brazil",Brazil,Married,1.0,,,,,,1
+1575,Nikolai Buinov,nikolai-buinov,1.9,55.0,6,Russia,"Oil, gas",Energy,56.0,"Oil, gas, Self Made",,,"Irkutsk, Russia",Russia,Married,2.0,"Master of Science in Engineering, Leningrad Institute of Railway Engineers",0.0,1.0,0.0,0.0,1
+1575,Nicola Bulgari,nicola-bulgari,1.9,82.0,9,Italy,Luxury goods,Fashion & Retail,82.0,Luxury goods,,,"Rome, Italy",Italy,,4.0,"Diploma, High School",0.0,0.0,0.0,0.0,0
+1575,"Howard Butt, III. & family",howard-butt-iii,1.9,71.0,8,United States,Supermarkets,Fashion & Retail,71.0,Supermarkets,3.0,,"San Antonio, Texas",United States,Married,3.0,,,,,,0
+1575,Stephen Butt & family,stephen-butt,1.9,67.0,7,United States,Supermarkets,Fashion & Retail,68.0,Supermarkets,3.0,,,United States,Married,,,,,,,0
+1575,Jianxing Che,jianxing-che,1.9,56.0,6,China,Furniture retailing,Fashion & Retail,57.0,"Furniture retailing, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+1575,Huxiong Chen,huxiong-chen,1.9,52.0,6,China,Stationery,Manufacturing,53.0,"Stationery, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1575,Chen Qiongxiang,chen-qiongxiang,1.9,,0,China,Batteries,Energy,,"Batteries, Self Made",,,"Ningde, China",China,,,,,,,,1
+1575,Chen Zhisong,chen-zhisong,1.9,57.0,6,China,Communication equipment,Technology,57.0,"Communication equipment, Self Made",,,"Xiamen, China",China,,,"Bachelor of Arts/Science, Xiamen University",1.0,0.0,0.0,0.0,1
+1575,Manas Chiaravanond,manas-chiaravanond,1.9,,0,Thailand,Diversified,Diversified,,Diversified,,,"Bangkok, Thailand",Thailand,,,,,,,,0
+1575,Prathip Chiravanond,prathip-chiravanond,1.9,74.0,8,Thailand,Diversified,Diversified,74.0,Diversified,,,"Bangkok, Thailand",Thailand,Married,4.0,,,,,,0
+1575,Alexandra Daitch,alexandra-daitch,1.9,60.0,6,United States,Cargill,Food & Beverage,60.0,Cargill,1.0,,"Old Lyme, Connecticut",United States,,1.0,,,,,,0
+1575,Sol Daurella,sol-daurella,1.9,57.0,6,Spain,Coca-Cola bottler,Food & Beverage,57.0,Coca-Cola bottler,,,"Madrid, Spain",Spain,Married,,,,,,,0
+1575,Mark Davis,mark-davis-1,1.9,67.0,7,United States,Las Vegas Raiders,Sports,68.0,Las Vegas Raiders,,,"Henderson, Nevada",United States,,,"Diploma, California State Chico",0.0,0.0,0.0,0.0,0
+1575,James Dinan,james-dinan,1.9,63.0,7,United States,Hedge funds,Finance & Investments,64.0,"Hedge funds, Self Made",8.0,2.0,"North Salem, New York",United States,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+1575,Dong Fan,dong-fan,1.9,53.0,6,China,Medical devices,Healthcare,,"Medical devices, Self Made",,,"Zhuhai, China",China,,,"Bachelor of Arts/Science, Shanghai University of Finance and Economics; Master of Business Administration, Sun Yat-sen University",1.0,1.0,0.0,0.0,1
+1575,Fritz Draexlmaier,fritz-draexlmaier,1.9,,0,Germany,Auto parts,Automotive,,Auto parts,,,"Landshut, Germany",Germany,,,,,,,,0
+1575,Bulent Eczacibasi,bulent-eczacibasi,1.9,73.0,8,Turkey,"Pharmaceuticals, diversified",Diversified,73.0,"Pharmaceuticals, diversified",,,"Istanbul, Turkey",Turkey,Married,2.0,"Bachelor of Arts/Science, Imperial College London; Master of Science, Massachusetts Institute of Technology",1.0,1.0,0.0,0.0,0
+1575,Faruk Eczacibasi,faruk-eczacibasi,1.9,68.0,7,Turkey,"Pharmaceuticals, diversified",Diversified,69.0,"Pharmaceuticals, diversified",,,"Istanbul, Turkey",Turkey,Married,2.0,,,,,,0
+1575,Eduardo Eurnekian,eduardo-eurnekian,1.9,90.0,9,Argentina,"Airports, investments",Diversified,90.0,"Airports, investments, Self Made",,,"Buenos Aires, Argentina",Argentina,Single,,,,,,,1
+1575,David Fong,david-fong-1,1.9,65.0,7,Hong Kong,Real estate,Real Estate,66.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,,,,,,0
+1575,Guo Zhenyu & family,guo-zhenyu,1.9,59.0,6,Canada,Cosmetics,Fashion & Retail,59.0,"Cosmetics, Self Made",,,"Kunming, China",Canada,,,,,,,,1
+1575,Surjit Kumar Gupta,surjit-kumar-gupta,1.9,81.0,9,India,Electrical equipment,Manufacturing,81.0,Electrical equipment,,,"Delhi, India",India,Married,2.0,,,,,,0
+1575,Caroline Hagen Kjos,caroline-hagen-kjos,1.9,39.0,4,Norway,Conglomerate,Diversified,39.0,Conglomerate,,,"Wollerau, Switzerland",Norway,Married,2.0,,,,,,0
+1575,Roberto Hernandez Ramirez,roberto-hernandez-ramirez,1.9,81.0,9,Mexico,"Banking, investments",Finance & Investments,81.0,"Banking, investments, Self Made",,,"Mexico City, Mexico",Mexico,Married,3.0,"Bachelor of Arts/Science, Ibero-American University",1.0,0.0,0.0,0.0,1
+1575,Reid Hoffman,reid-hoffman,1.9,55.0,6,United States,LinkedIn,Technology,56.0,"LinkedIn, Self Made",,,,,,,,,,,,1
+1575,Hu Rongda & family,hu-rongda,1.9,64.0,7,China,Chemicals,Manufacturing,64.0,"Chemicals, Self Made",,,"Jinhua, China",China,,,,,,,,1
+1575,"B. Wayne Hughes, Jr.",b-wayne-hughes-jr,1.9,63.0,7,United States,Storage facilities,Real Estate,64.0,Storage facilities,,,"Jackson, Wyoming",United States,Married,,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+1575,Hui Wing Mau,hui-wing-mau,1.9,72.0,8,Hong Kong,Real estate,Real Estate,73.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Master of Business Administration, University of South Australia",0.0,1.0,0.0,0.0,1
+1575,Scott Kapnick,scott-kapnick,1.9,64.0,7,United States,Private equity,Finance & Investments,64.0,"Private equity, Self Made",7.0,,"Naples, Florida",United States,,,"Doctor of Jurisprudence, The University of Chicago; Master of Business Administration, The University of Chicago; Bachelor of Arts/Economics, Williams College",1.0,1.0,0.0,0.0,1
+1575,Richard Kayne,richard-kayne,1.9,77.0,8,United States,Investments,Finance & Investments,77.0,"Investments, Self Made",,,"Santa Monica, California",United States,Married,3.0,"Bachelor of Arts/Science, Stanford University; Master of Business Administration, University of California, Los Angeles",1.0,1.0,0.0,0.0,1
+1575,Dominika Kulczyk,dominika-kulczyk,1.9,45.0,5,Poland,Diversified,Finance & Investments,46.0,Diversified,,,"London, United Kingdom",Poland,Divorced,2.0,"Master, University of Poznan",0.0,1.0,0.0,0.0,0
+1575,Edward Lampert,edward-lampert,1.9,60.0,6,United States,Sears,Finance & Investments,61.0,"Sears, Self Made",9.0,,"Miami Beach, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+1575,Somsri Lamsam,somsri-lamsam,1.9,,0,Thailand,Diversified,Diversified,,,,,"Bangkok, Thailand",Thailand,,,,0.0,0.0,0.0,0.0,0
+1575,James Leprino,james-leprino,1.9,85.0,9,United States,Cheese,Food & Beverage,85.0,Cheese,5.0,1.0,"Indian Hills, Colorado",United States,Married,2.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,0
+1575,David Lichtenstein,david-lichtenstein,1.9,61.0,7,United States,Real estate,Real Estate,61.0,"Real estate, Self Made",9.0,,"Monsey, New York",United States,Married,,,,,,,1
+1575,Lin Dingqiang & family,lin-dingqiang,1.9,56.0,6,Hong Kong,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Beijing, China",Hong Kong,Married,,,,,,,1
+1575,Sarah MacMillan,sarah-macmillan,1.9,69.0,7,United States,Cargill,Food & Beverage,69.0,Cargill,1.0,,"Los Angeles, California",United States,Divorced,3.0,,,,,,0
+1575,Strive Masiyiwa,strive-masiyiwa,1.9,62.0,7,Zimbabwe,Telecom,Telecom,62.0,"Telecom, Self Made",,,"London, United Kingdom",Zimbabwe,Married,6.0,"Bachelor of Engineering, University of Wales",1.0,0.0,0.0,0.0,1
+1575,Robert Miller,robert-miller,1.9,89.0,9,United Kingdom,Retail,Fashion & Retail,90.0,"Retail, Self Made",,,"Hong Kong, Hong Kong",United Kingdom,Married,3.0,"Bachelor of Arts/Science, Cornell University",1.0,0.0,0.0,0.0,1
+1575,Simon Nixon,simon-nixon,1.9,55.0,6,United Kingdom,Price comparison website,Technology,56.0,"Price comparison website, Self Made",,,"St. Brelade, Jersey, United Kingdom",United Kingdom,Single,,"Drop Out, Nottingham University",0.0,0.0,0.0,1.0,1
+1575,Kentaro Ogawa,kentaro-ogawa,1.9,74.0,8,Japan,Restaurants,Food & Beverage,75.0,"restaurants, Self Made",,,"Tokyo, Japan",Japan,Married,,,,,,,1
+1575,Ajay Parekh,ajay-parekh,1.9,65.0,7,India,Adhesives,Manufacturing,66.0,Adhesives,,,"Mumbai, India",India,Married,2.0,,,,,,0
+1575,Narendrakumar Parekh,narendrakumar-parekh,1.9,84.0,9,India,Adhesives,Manufacturing,85.0,Adhesives,,,"Mumbai, India",India,Married,3.0,,,,,,0
+1575,Jennifer Pritzker,jennifer-pritzker,1.9,72.0,8,United States,"Hotels, investments",Finance & Investments,73.0,"Hotels, investments",1.0,,"Chicago, Illinois",United States,Divorced,3.0,"Bachelor of Arts/Science, Loyola University Illinois",1.0,0.0,0.0,0.0,0
+1575,G. Rajendran,g-rajendran,1.9,80.0,8,India,Jewellery,Fashion & Retail,80.0,"Jewellery, Self Made",,,"Chennai, India",India,Married,,,,,,,1
+1575,Ren Jianhua,ren-jianhua,1.9,66.0,7,China,Kitchen appliances,Manufacturing,67.0,"Kitchen appliances, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+1575,Larry Robbins,larry-robbins,1.9,53.0,6,United States,Hedge funds,Finance & Investments,53.0,"Hedge funds, Self Made",7.0,3.0,"Alpine, New Jersey",United States,Married,4.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+1575,Dwight Schar,dwight-schar,1.9,81.0,9,United States,"Homebuilding, NFL team",Construction & Engineering,81.0,"Homebuilding, NFL team, Self Made",,,"Palm Beach, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Ashland University",1.0,0.0,0.0,0.0,1
+1575,Shao Jianxiong,shao-jianxiong,1.9,,0,China,Photovoltaics,Energy,,"Photovoltaics, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1575,Qinxiang Shao,qinxiang-shao,1.9,68.0,7,China,Diversified,Manufacturing,68.0,"Diversified, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+1575,Hua Shen,hua-shen,1.9,60.0,6,United States,Semiconductors,Technology,60.0,"Semiconductors, Self Made",8.0,,"Jiaxing, China",United States,Married,,,,,,,1
+1575,Shi Wen-long,shi-wen-long,1.9,95.0,10,Taiwan,Plastics,Manufacturing,95.0,"Plastics, Self Made",,,"Tainan, Taiwan",Taiwan,Married,3.0,,,,,,1
+1575,Peter Sondakh,peter-sondakh,1.9,73.0,8,Indonesia,Investments,Finance & Investments,73.0,"Investments, Self Made",,,"Surabaya, Indonesia",Indonesia,Married,4.0,,,,,,1
+1575,Lucy Stitzer,lucy-stitzer,1.9,63.0,7,United States,Cargill,Food & Beverage,63.0,Cargill,2.0,,"Greenwich, Connecticut",United States,Married,3.0,,,,,,0
+1575,Elizabeth Sy,elizabeth-sy,1.9,70.0,7,Philippines,Diversified,Diversified,71.0,Diversified,,,"Manila, Philippines",Philippines,,,"Bachelor of Business Administration, Maryknoll College",1.0,0.0,0.0,0.0,0
+1575,Hermanto Tanoko,hermanto-tanoko,1.9,60.0,6,Indonesia,Paints,Manufacturing,60.0,Paints,,,"Surabaya, Indonesia",Indonesia,Married,4.0,,,,,,0
+1575,Mehmet Sinan Tara,mehmet-sinan-tara,1.9,64.0,7,Turkey,Construction,Construction & Engineering,65.0,Construction,,,"Istanbul, Turkey",Turkey,Married,3.0,"Master of Business Administration, Stanford University",0.0,1.0,0.0,0.0,0
+1575,Masateru Uno & family,masateru-uno,1.9,76.0,8,Japan,Drugstores,Fashion & Retail,76.0,"drugstores, Self Made",,,"Fukuoka, Japan",Japan,,,,,,,,1
+1575,Vardis Vardinoyannis & family,vardis-vardinoyannis-family,1.9,90.0,9,Greece,Oil and gas,Energy,90.0,"Oil and gas, Self Made",,,"Athens, Greece",Greece,,5.0,,,,,,1
+1575,Jitendra Virwani,jitendra-virwani,1.9,57.0,6,India,Real estate,Real Estate,57.0,Real estate,,,"Bangalore, India",India,Married,4.0,"Bachelor of Commerce, Bangalore University",1.0,0.0,0.0,0.0,0
+1575,Wang Chaobin,wang-chaobin,1.9,67.0,7,China,Real estate,Real Estate,67.0,"Real estate, Self Made",,,"Zhengzhou, China",China,,,,,,,,1
+1575,Wang Ren-sheng,wang-ren-sheng,1.9,91.0,10,Taiwan,Retail,Fashion & Retail,91.0,"Retail, Self Made",,,"Zhengzhou, China",Taiwan,Married,3.0,National Taitung University,0.0,0.0,0.0,0.0,1
+1575,Charlotte Colket Weber,charlotte-colket-weber,1.9,80.0,8,United States,Campbell Soup,Food & Beverage,80.0,Campbell Soup,,,"Hobe Sound, Florida",United States,Divorced,4.0,"Bachelor of Arts/Science, University of Paris",1.0,0.0,0.0,0.0,0
+1575,Xie Juhua & family,xie-juhua,1.9,72.0,8,China,Pharmaceuticals,Healthcare,72.0,Pharmaceuticals,,,"Nanjing, China",China,Widowed,,,,,,,0
+1575,Chuanhua Xu & family,chuanhua-xu,1.9,88.0,9,China,"Chemicals, logistics",Manufacturing,88.0,"Chemicals, logistics, Self Made",,,"Hangzhou, China",China,Married,2.0,,,,,,1
+1575,Gavril Yushvaev & family,gavril-yushvaev,1.9,65.0,7,Russia,"Precious metals, real estate",Finance & Investments,66.0,"Precious metals, real estate, Self Made",,,Israel,Russia,Married,7.0,,,,,,1
+1575,Zhang Hongwei,zhang-hongwei,1.9,68.0,7,China,"Oil, banking",Diversified,68.0,"Oil, banking, Self Made",,,"Beijing, China",China,Married,3.0,"Bachelor of Arts/Science, Harbin Engineering University; Master of Science, Harbin Institute of Technology",1.0,1.0,0.0,0.0,1
+1575,Anita Zucker,anita-zucker,1.9,71.0,8,United States,Chemicals,Manufacturing,71.0,Chemicals,3.0,2.0,"Charleston, South Carolina",United States,Widowed,3.0,"Bachelor of Arts/Science, University of Florida; Master of Arts, University of North Florida",1.0,1.0,0.0,0.0,0
+1647,Cameron Adams,cameron-adams,1.8,43.0,5,Australia,Software,Technology,43.0,"Software, Self Made",,,"Sydney, Australia",Australia,Married,,"Bachelor of Law, University of Melbourne",1.0,0.0,0.0,0.0,1
+1647,Will Adderley,will-adderley,1.8,51.0,6,United Kingdom,Home furnishings,Fashion & Retail,51.0,Home furnishings,,,United Kingdom,United Kingdom,,,,,,,,0
+1647,Faisal Bin Qassim Al Thani,faisal-bin-qassim-al-thani,1.8,75.0,8,Qatar,"Hotels, diversified",Diversified,75.0,"Hotels, diversified, Self Made",,,"Doha, Qatar",Qatar,Married,10.0,,,,,,1
+1647,Leslie Alexander,leslie-alexander,1.8,79.0,8,United States,Sports team,Sports,80.0,"Sports team, Self Made",8.0,1.0,"Houston, Texas",United States,Divorced,1.0,"Bachelor of Arts/Science, New York University; Doctor of Jurisprudence, Western State University College of Law",1.0,0.0,0.0,0.0,1
+1647,Masaaki Arai,masaaki-arai,1.8,57.0,6,Japan,Home sales,Real Estate,57.0,"home sales, Self Made",,,"Tokyo, Japan",Japan,,,,,,,,1
+1647,Sabrina Benetton,sabrina-benetton,1.8,49.0,5,Italy,"Fashion retail, investments",Fashion & Retail,49.0,"Fashion retail, investments",,,"Treviso, Italy",Italy,Married,3.0,,,,,,0
+1647,Sanjeev Bikhchandani,sanjeev-bikhchandani,1.8,59.0,6,India,Internet,Technology,60.0,"Internet, Self Made",,,"Delhi, India",India,Married,2.0,"Master of Business Administration, Indian Institute of Management, Ahmedabad; Bachelor of Arts/Economics, St Stephen's College (India)",1.0,1.0,0.0,0.0,1
+1647,O. Francis Biondi,o-francis-biondi,1.8,58.0,6,United States,Hedge funds,Finance & Investments,59.0,"Hedge funds, Self Made",,,"New York, New York",United States,Married,,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,1
+1647,Alejandro Bulgheroni,alejandro-bulgheroni,1.8,78.0,8,Argentina,Oil & gas,Energy,78.0,Oil & gas,,,"Manantiales, Uruguay",Argentina,Married,7.0,,,,,,0
+1647,R.G. Chandramogan,rg-chandramogan,1.8,74.0,8,India,Dairy,Food & Beverage,74.0,"Dairy, Self Made",,,"Chennai, India",India,Married,2.0,,,,,,1
+1647,Binod Chaudhary,binod-chaudhary,1.8,67.0,7,Nepal,Diversified,Diversified,68.0,Diversified,,,"Kathmandu, Nepal",Nepal,Married,3.0,,,,,,0
+1647,Parker Conrad,parker-conrad,1.8,42.0,5,United States,Software,Technology,43.0,"Software, Self Made",,,"San Francisco, California",United States,Married,,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+1647,Tim Cook,tim-cook,1.8,62.0,7,United States,Apple,Technology,62.0,"Apple, Self Made",,,"Cupertino, California",United States,,,"Master of Business Administration, Fuqua School of Business",0.0,1.0,0.0,0.0,1
+1647,Mark Coombs,mark-coombs,1.8,62.0,7,United Kingdom,Finance,Finance & Investments,62.0,"Finance, Self Made",,,"London, United Kingdom",United Kingdom,,,,,,,,1
+1647,John de Mol,john-de-mol,1.8,68.0,7,Netherlands,TV programs,Media & Entertainment,68.0,"TV programs, Self Made",,,"Blaricum, Netherlands",Netherlands,Single,1.0,,,,,,1
+1647,D. Leopoldo Del Pino,d-leopoldo-del-pino,1.8,60.0,6,Spain,Construction,Construction & Engineering,61.0,Construction,,,"Madrid, Spain",Spain,,,"Master of Business Administration, INSEAD; Bachelor of Engineering, Polytechnic University of Madrid",1.0,1.0,0.0,0.0,0
+1647,Diao Zhizhong,diao-zhizhong,1.8,59.0,6,China,Software,Technology,59.0,"Software, Self Made",,,"Beijing, China",China,,,,,,,,1
+1647,Robert Duggan,robert-duggan,1.8,78.0,8,United States,Pharmaceuticals,Healthcare,79.0,"Pharmaceuticals, Self Made",8.0,1.0,"Clearwater, Florida",United States,Married,8.0,"Drop Out, University of California, Los Angeles; Drop Out, University of California, Santa Barbara",0.0,0.0,0.0,1.0,1
+1647,James France,james-france,1.8,78.0,8,United States,"Nascar, racing",Sports,78.0,"Nascar, racing",4.0,,"Daytona Beach, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Florida Southern College",1.0,0.0,0.0,0.0,0
+1647,Phillip Frost,phillip-frost,1.8,86.0,9,United States,Pharmaceuticals,Healthcare,86.0,"Pharmaceuticals, Self Made",8.0,3.0,"Miami Beach, Florida",United States,Married,,"Bachelor of Arts/Science, University of Pennsylvania; Medical Doctor, Yeshiva U Albert Einstein College of Medicine",1.0,0.0,0.0,0.0,1
+1647,Jayme Garfinkel & family,jayme-garfinkel,1.8,77.0,8,Brazil,Insurance,Finance & Investments,77.0,Insurance,,,"Sao Paulo, Brazil",Brazil,Divorced,2.0,"Master of Business Administration, Fundacao Getulio Vargas; Bachelor of Arts/Science, Universidade de Sao Paulo",1.0,1.0,0.0,0.0,0
+1647,Christopher Goldsbury,christopher-goldsbury,1.8,80.0,8,United States,Salsa,Food & Beverage,80.0,Salsa,,,"San Antonio, Texas",United States,Married,1.0,"Bachelor of Arts/Science, Trinity University",1.0,0.0,0.0,0.0,0
+1647,Yusuf Hamied,yusuf-hamied,1.8,86.0,9,India,Pharmaceuticals,Healthcare,87.0,Pharmaceuticals,,,"Mumbai, India",India,Married,,"Doctorate, University of Cambridge",0.0,0.0,1.0,0.0,0
+1647,Brian Higgins,brian-higgins,1.8,58.0,6,United States,Hedge funds,Finance & Investments,58.0,"Hedge funds, Self Made",,,"New York, New York",United States,,,"Bachelor of Arts/Science, Villanova University",1.0,0.0,0.0,0.0,1
+1647,Wei Huang,wei-huang,1.8,63.0,7,China,Real estate,Real Estate,63.0,"Real estate, Self Made",,,"Hangzhou, China",China,Married,,"Bachelor of Arts/Science, Wenzhou Normal College",1.0,0.0,0.0,0.0,1
+1647,Yintai Jiang & family,yintai-jiang,1.8,72.0,8,China,Auto parts,Automotive,73.0,"Auto parts, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+1647,Lei Jin,lei-jin,1.8,57.0,6,China,Pharmaceuticals,Healthcare,58.0,"Pharmaceuticals, Self Made",,,"Changchun, China",China,Married,,,,,,,1
+1647,Jin Lei & family,jin-lei,1.8,68.0,7,China,Medical equipment,Healthcare,68.0,"Medical equipment, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1647,Valentin Kipyatkov,valentin-kipyatkov,1.8,46.0,5,Cyprus,Software,Technology,47.0,"Software, Self Made",,,"Peyia, Cyprus",Cyprus,Married,1.0,"Master of Science, Saint Petersburg State University",0.0,1.0,0.0,0.0,1
+1647,Koo Kwang-mo,koo-kwang-mo,1.8,45.0,5,South Korea,LG,Diversified,45.0,LG,,,"Seoul, South Korea",South Korea,Married,,"Bachelor of Arts/Science, Rochester Institute of Technology; Master, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,0
+1647,George Kurtz,george-kurtz,1.8,52.0,6,United States,Security software,Technology,52.0,"Security software, Self Made",8.0,1.0,"Paradise Valley, Arizona",United States,Married,2.0,"Bachelor of Science, Seton Hall University",1.0,0.0,0.0,0.0,1
+1647,Joe Lacob,joe-lacob,1.8,67.0,7,United States,Golden State Warriors,Sports,67.0,"Golden State Warriors, Self Made",,,"Atherton, California",United States,Married,4.0,"Master of Business Administration, Stanford University; Masters of Public Health, UCLA; Bachelor of Arts/Science, University of California, Irvine",1.0,1.0,0.0,0.0,1
+1647,Joe Lau,joe-lau,1.8,33.0,4,United States,"Blockchain, technology",Technology,34.0,"Blockchain, technology, Self Made",,,"Stanford, California",United States,Single,,"Bachelor of Arts/Science, Stanford; Master of Arts/Science, Stanford",1.0,1.0,0.0,0.0,1
+1647,Louise Lindh,louise-lindh,1.8,43.0,5,Sweden,Investments,Diversified,43.0,Investments,,,"Stockholm, Sweden",Sweden,Married,,,,,,,0
+1647,Luo Yangyong & family,luo-yangyong-1,1.8,47.0,5,China,Mining,Metals & Mining,48.0,"Mining, Self Made",,,"Panzhihua, China",China,Married,,,,,,,1
+1647,Joao Roberto Marinho,joao-roberto-marinho,1.8,69.0,7,Brazil,Media,Media & Entertainment,69.0,Media,,,"Rio de Janeiro, Brazil",Brazil,Married,3.0,,,,,,0
+1647,Jose Roberto Marinho,jose-roberto-marinho,1.8,67.0,7,Brazil,Media,Media & Entertainment,67.0,Media,,,"Rio de Janeiro, Brazil",Brazil,Married,5.0,,,,,,0
+1647,Roberto Irineu Marinho,roberto-irineu-marinho,1.8,75.0,8,Brazil,Media,Media & Entertainment,75.0,Media,,,"Rio de Janeiro, Brazil",Brazil,Married,4.0,,,,,,0
+1647,Gary Michelson,gary-michelson,1.8,74.0,8,United States,Medical patents,Healthcare,74.0,"Medical patents, Self Made",9.0,,"Los Angeles, California",United States,Married,1.0,"Medical Doctor, Hahnemann Medical College; Bachelor of Arts/Science, Temple University",1.0,0.0,0.0,0.0,1
+1647,Robert G. Miller,robert-g-miller,1.8,77.0,8,Canada,Electronics components,Technology,78.0,"Electronics components, Self Made",,,"Montreal, Canada",Canada,Divorced,2.0,"Bachelor of Arts/Science, Rider University",1.0,0.0,0.0,0.0,1
+1647,David Mindus,david-mindus,1.8,51.0,6,Sweden,Real estate,Real Estate,51.0,"Real estate, Self Made",,,"Stockholm, Sweden",Sweden,Married,4.0,"Master of Business Administration, Stockholm University",0.0,1.0,0.0,0.0,1
+1647,Adriaan Mol,adriaan-mol,1.8,39.0,4,Netherlands,Fintech,Technology,39.0,"Fintech, Self Made",,,"Amsterdam, Netherlands",Netherlands,In Relationship,,,,,,,1
+1647,Mofatraj Munot,mofatraj-munot,1.8,78.0,8,India,Real estate,Real Estate,78.0,"Real estate, Self Made",,,"Mumbai, India",India,Widowed,3.0,,,,,,1
+1647,Ezra Nahmad,ezra-nahmad,1.8,77.0,8,Monaco,Art,Finance & Investments,78.0,Art,,,"Monte Carlo, Monaco",Monaco,Married,4.0,,,,,,0
+1647,Satyanarayan Nuwal,satyanarayan-nuwal-1,1.8,70.0,7,India,Industrial explosives,Manufacturing,71.0,"Industrial explosives, Self Made",,,"Nagpur, India",India,Married,2.0,,,,,,1
+1647,Maike Oberwelland-Height,maike-oberwelland-height,1.8,,0,Germany,Candy,Food & Beverage,,Candy,,,,Germany,Married,,,,,,,0
+1647,Nihat Ozdemir,nihat-ozdemir,1.8,72.0,8,Turkey,Diversified,Diversified,73.0,"Diversified, Self Made",,,"Ankara, Turkey",Turkey,Widowed,2.0,,,,,,1
+1647,Benjamin Zhengmin Pan & family,benjamin-zhengmin-pan,1.8,53.0,6,China,Electronics,Technology,53.0,"Electronics, Self Made",,,"Shenzhen, China",China,Married,,Jiangsu Province Wujin Teacher School,0.0,0.0,0.0,0.0,1
+1647,Pierre Karl Péladeau,pierre-karl-peladeau,1.8,61.0,7,Canada,Media,Media & Entertainment,61.0,Media,,,"Montreal, Canada",Canada,In Relationship,3.0,,,,,,0
+1647,Ronald Perelman,ronald-perelman,1.8,80.0,8,United States,Leveraged buyouts,Finance & Investments,80.0,"Leveraged buyouts, Self Made",7.0,2.0,"New York, New York",United States,Married,8.0,"Bachelor of Arts/Science, University of Pennsylvania; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+1647,Olivier Pomel,olivier-pomel,1.8,46.0,5,France,Cloud computing,Technology,46.0,"Cloud computing, Self Made",,,"New York, New York",France,Married,,"Master, Ecole centrale de Paris",0.0,1.0,0.0,0.0,1
+1647,Krit Ratanarak,krit-ratanarak,1.8,76.0,8,Thailand,"Media, real estate",Media & Entertainment,77.0,"Media, real estate",,,"Bangkok, Thailand",Thailand,Divorced,1.0,,,,,,0
+1647,Vinod Saraf,vinod-saraf,1.8,70.0,7,India,Chemicals,Manufacturing,71.0,"Chemicals, Self Made",,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, Birla Institute of Technology and Science (BITS) - Pilani",0.0,1.0,0.0,0.0,1
+1647,Karin Schick,karin-schick,1.8,,0,Germany,Information technology,Technology,,Information technology,,,"Gaildorf, Germany",Germany,,,,,,,,0
+1647,Anatoly Sedykh,anatoly-sedykh,1.8,58.0,6,Russia,Steel pipes,Metals & Mining,58.0,"Steel pipes, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science in Engineering, Moscow Institute of Steel and Alloys",0.0,1.0,0.0,0.0,1
+1647,Genhuo Shao,genhuo-shao,1.8,57.0,6,China,Agribusiness,Food & Beverage,58.0,"Agribusiness, Self Made",,,"Beijing, China",China,Married,2.0,"Doctorate, China Agricultural University; Bachelor of Arts/Science, Zhejiang University",1.0,0.0,1.0,0.0,1
+1647,Shen Xiqiang & family,shen-xiqiang,1.8,75.0,8,China,Chemical,Energy,75.0,"Chemical, Self Made",,,"Yixing, China",China,Married,,,,,,,1
+1647,S.D. Shibulal,sd-shibulal,1.8,68.0,7,India,Software services,Technology,68.0,"Software services, Self Made",,,"Bangalore, India",India,Married,2.0,"Master of Science, Boston University",0.0,1.0,0.0,0.0,1
+1647,Suh Kyung-bae,suh-kyung-bae,1.8,60.0,6,South Korea,Cosmetics,Fashion & Retail,60.0,Cosmetics,,,"Seoul, South Korea",South Korea,Married,2.0,"Master of Business Administration, Samuel Curtis Johnson Graduate School of Management; Bachelor of Arts/Science, Yonsei University",1.0,1.0,0.0,0.0,0
+1647,Bambang Sutantio,bambang-sutantio,1.8,64.0,7,Indonesia,Dairy & consumer products,Food & Beverage,64.0,"Dairy & consumer products, Self Made",,,Indonesia,Indonesia,,3.0,,,,,,1
+1647,Sze Man Bok,sze-man-bok,1.8,73.0,8,China,Hygiene products,Manufacturing,73.0,"Hygiene products, Self Made",,,"Jinjiang, China",China,Married,1.0,,,,,,1
+1647,Jim Thompson,jim-thompson,1.8,83.0,9,United States,Logistics,Logistics,83.0,"Logistics, Self Made",,,"Hong Kong, Hong Kong",United States,Married,2.0,"Bachelor of Arts/Science, San Jose State University",1.0,0.0,0.0,0.0,1
+1647,Tran Dinh Long,tran-dinh-long,1.8,62.0,7,Vietnam,Steel,Manufacturing,62.0,"Steel, Self Made",,,"Hanoi, Vietnam",Vietnam,Married,,,,,,,1
+1647,Alan Trefler,alan-trefler,1.8,67.0,7,United States,Software,Technology,67.0,"Software, Self Made",8.0,1.0,"Brookline, Massachusetts",United States,Married,,"Bachelor of Arts/Science, Dartmouth College",1.0,0.0,0.0,0.0,1
+1647,Riaz Valani,riaz-valani,1.8,46.0,5,United States,E-cigarettes,Finance & Investments,46.0,"E-cigarettes, Self Made",,,"Malibu, California",United States,,,,,,,,1
+1647,Pieter van der Does,pieter-van-der-does,1.8,53.0,6,Netherlands,Payments software,Technology,54.0,"Payments software, Self Made",,,"Amsterdam, Netherlands",Netherlands,Married,,,,,,,1
+1647,Martin Viessmann,martin-viessmann,1.8,69.0,7,Germany,Heating and cooling equipment,Manufacturing,69.0,Heating and cooling equipment,,,"Allendorf, Germany",Germany,Married,2.0,"Diploma, University of Erlangen",0.0,0.0,0.0,0.0,0
+1647,Nikil Viswanathan,nikil-viswanathan-1,1.8,35.0,4,United States,Blockchain technology,Technology,35.0,"Blockchain technology, Self Made",,,"San Francisco, California",United States,Single,,"Bachelor of Arts/Science, Stanford; Master of Arts/Science, Stanford",1.0,1.0,0.0,0.0,1
+1647,Todd Wagner,todd-wagner,1.8,62.0,7,United States,Online media,Media & Entertainment,63.0,"Online media, Self Made",,,"Dallas, Texas",United States,Married,1.0,"Bachelor of Arts/Science, Indiana University; Doctor of Jurisprudence, University of Virginia",1.0,0.0,0.0,0.0,1
+1647,Evan Williams,evan-williams,1.8,51.0,6,United States,Twitter,Technology,51.0,"Twitter, Self Made",9.0,2.0,"San Francisco, California",United States,Married,2.0,"Drop Out, University of Nebraska Lincoln",0.0,0.0,0.0,1.0,1
+1647,Kie Chie Wong,kie-chie-wong,1.8,75.0,8,Malaysia,Investments,Metals & Mining,75.0,Investments,,,"Sydney, Australia",Malaysia,Married,2.0,,,,,,0
+1647,Thomas Wu,thomas-wu,1.8,72.0,8,Taiwan,Finance,Finance & Investments,73.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,2.0,"Bachelor of Arts/Science, Fu Jen Catholic University; Master of Business Administration, University of California, Los Angeles",1.0,1.0,0.0,0.0,0
+1647,Wu Yingming,wu-yingming,1.8,56.0,6,China,Batteries,Energy,56.0,"Batteries, Self Made",,,"Ningde, China",China,,,,,,,,1
+1647,Amy Wyss,amy-wyss,1.8,52.0,6,United States,Medical equipment,Healthcare,52.0,Medical equipment,2.0,2.0,"Wilson, Wyoming",United States,,,"Bachelor of Arts/Science, Skidmore College",1.0,0.0,0.0,0.0,0
+1647,Yan Zhi,yan-zhi,1.8,50.0,5,China,Real estate,Real Estate,51.0,"Real estate, Self Made",,,"Wuhan, China",China,Married,,"Master of Business Administration, Wuhan University",0.0,1.0,0.0,0.0,1
+1647,Yoshiaki Yoshida,yoshiaki-yoshida,1.8,82.0,9,Japan,cosmetics,Fashion & Retail,82.0,"cosmetics, Self Made",,,Japan,Japan,,,,,,,,1
+1647,Alan Zekelman,alan-zekelman,1.8,60.0,6,Canada,Steel,Manufacturing,60.0,Steel,,,"Bloomfield Hills, Michigan",Canada,,,"Master of Science, University of Rochester; Bachelor of Commerce, University of Toronto",1.0,1.0,0.0,0.0,0
+1647,Zhang Li,zhang-li,1.8,70.0,7,China,Real estate,Real Estate,70.0,"Real estate, Self Made",,,"Guangzhou, China",China,Married,1.0,,,,,,1
+1725,Amy Adams Strunk,amy-adams-strunk,1.7,67.0,7,United States,Tennessee Titans,Sports,67.0,Tennessee Titans,,,"Nashville, Tennessee",United States,"Widowed, Remarried",3.0,"Bachelor of Arts, The University of Texas at Austin",1.0,0.0,0.0,0.0,0
+1725,Marc Andreessen,marc-andreessen,1.7,51.0,6,United States,Venture capital investing,Finance & Investments,52.0,"Venture capital investing, Self Made",,,"Atherton, California",United States,Married,1.0,"Bachelor of Arts/Science, University of Illinois, Urbana-Champaign",1.0,0.0,0.0,0.0,1
+1725,Giovanni Arvedi,giovanni-arvedi,1.7,85.0,9,Italy,Steel,Metals & Mining,85.0,"Steel, Self Made",,,"Cremona, Italy",Italy,Married,,,,,,,1
+1725,Lesley Bamberger,lesley-bamberger,1.7,57.0,6,Netherlands,Real estate,Real Estate,58.0,Real estate,,,"Amsterdam, Netherlands",Netherlands,,,,,,,,0
+1725,Bang Si-hyuk,bang-si-hyuk,1.7,50.0,5,South Korea,Entertainment,Media & Entertainment,51.0,"Entertainment, Self Made",,,"Seoul, South Korea",South Korea,Single,,,,,,,1
+1725,David Booth,david-booth,1.7,77.0,8,United States,Mutual funds,Finance & Investments,77.0,"Mutual funds, Self Made",,,"Austin, Texas",United States,Married,,"Bachelor of Arts/Science, University of Kansas; Master of Science, University of Kansas",1.0,1.0,0.0,0.0,1
+1725,Jim Breyer,jim-breyer,1.7,61.0,7,United States,Venture capital,Technology,62.0,"Venture capital, Self Made",8.0,2.0,"Austin, Texas",United States,Married,3.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Stanford University",1.0,1.0,0.0,0.0,1
+1725,Chen Kaichen,chen-kaichen,1.7,,0,China,Household chemicals,Manufacturing,,"Household chemicals, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+1725,Kommer Damen,kommer-damen,1.7,79.0,8,Netherlands,Shipbuilding,Manufacturing,79.0,Shipbuilding,,,"Gorinchem, Netherlands",Netherlands,Married,4.0,,,,,,0
+1725,Carl DeSantis,carl-desantis,1.7,83.0,9,United States,Energy drink,Food & Beverage,,"Energy drink, Self Made",,,,United States,,3.0,,,,,,1
+1725,Marek Dospiva,marek-dospiva,1.7,53.0,6,Czech Republic,Investments,Finance & Investments,54.0,"Investments, Self Made",,,"Prague, Czech Republic",Czech Republic,Divorced,,,,,,,1
+1725,Keith Dunleavy & family,keith-dunleavy,1.7,53.0,6,United States,Health IT,Healthcare,54.0,"Health IT, Self Made",,,"Annapolis, Maryland",United States,Married,4.0,"Bachelor of Arts/Science, Dartmouth College; Medical Doctor, Harvard University",1.0,0.0,0.0,0.0,1
+1725,John Elkann,john-elkann,1.7,47.0,5,Italy,"FIAT, investments",Finance & Investments,47.0,"FIAT, investments",,,"Turin, Italy",Italy,,,"Bachelor of Engineering, Politecnico di Torino",1.0,0.0,0.0,0.0,0
+1725,Francois Feuillet & family,francois-feuillet,1.7,74.0,8,France,"Motorhomes, RVs",Automotive,74.0,"Motorhomes, RVs",,,"Paris, France",France,Married,,,,,,,0
+1725,Yasuhiro Fukushima,yasuhiro-fukushima,1.7,75.0,8,Japan,Video games,Media & Entertainment,76.0,"video games, Self Made",,,"Tokyo, Japan",Japan,Married,,"Bachelor of Arts/Science, Nihon University",1.0,0.0,0.0,0.0,1
+1725,Mario Gabelli,mario-gabelli,1.7,81.0,9,United States,Money management,Finance & Investments,81.0,"Money management, Self Made",8.0,,"Greenwich, Connecticut",United States,Married,4.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Fordham University",1.0,1.0,0.0,0.0,1
+1725,Rolf Gerling,rolf-gerling,1.7,68.0,7,Germany,Insurance,Finance & Investments,68.0,Insurance,,,"Zurich, Switzerland",Germany,Married,3.0,"Bachelor of Arts/Science, University of Zurich",1.0,0.0,0.0,0.0,0
+1725,John Goff,john-goff,1.7,67.0,7,United States,Real estate,Real Estate,68.0,"Real estate, Self Made",,,"Fort Worth, Texas",United States,Married,,"Chartered Accountant, University of Texas",0.0,0.0,0.0,0.0,1
+1725,Alexandre Grendene Bartelle,alexandre-grendene-bartelle,1.7,73.0,8,Brazil,Shoes,Fashion & Retail,73.0,"Shoes, Self Made",,,"Porto Alegre, Brazil",Brazil,Single,7.0,,,,,,1
+1725,Gerry Harvey,gerry-harvey,1.7,83.0,9,Australia,Retail,Fashion & Retail,83.0,"Retail, Self Made",,,"Sydney, Australia",Australia,Married,4.0,,,,,,1
+1725,He Zhaoxi,he-zhaoxi,1.7,49.0,5,China,Software,Technology,49.0,"Software, Self Made",,,"Shenzhen, China",China,Married,,"Bachelor of Engineering, Huazhong University of Science and Technology",1.0,0.0,0.0,0.0,1
+1725,William Heinecke,william-heinecke,1.7,73.0,8,Thailand,Hotels,Real Estate,74.0,"Hotels, Self Made",,,"Bangkok, Thailand",Thailand,Married,2.0,,,,,,1
+1725,Jay Hennick,jay-hennick,1.7,66.0,7,Canada,Real estate finance,Finance & Investments,66.0,"Real estate finance, Self Made",,,"Toronto, Canada",Canada,Married,3.0,"LLB, University of Ottawa; Bachelor of Arts/Economics, York University",1.0,0.0,0.0,0.0,1
+1725,Ilkka Herlin,ilkka-herlin,1.7,64.0,7,Finland,"Elevators, escalators",Manufacturing,64.0,"Elevators, escalators",,,"Helsinki, Finland",Finland,Married,4.0,,,,,,0
+1725,Asok Kumar Hiranandani,asok-kumar-hiranandani,1.7,68.0,7,Singapore,Real estate,Real Estate,68.0,Real estate,,,"Singapore, Singapore",Singapore,Widowed,2.0,,,,,,0
+1725,Hal Jackman,hal-jackman,1.7,90.0,9,Canada,"Insurance, investments",Finance & Investments,91.0,"Insurance, investments, Self Made",,,"Toronto, Canada",Canada,Married,5.0,,,,,,1
+1725,Pavan Jain,pavan-jain,1.7,71.0,8,India,Chemicals,Manufacturing,72.0,Chemicals,,,"Delhi, India",India,Married,2.0,"Bachelor of Engineering, IIT Delhi",1.0,0.0,0.0,0.0,0
+1725,Keeree Kanjanapas,keeree-kanjanapas,1.7,72.0,8,Thailand,Transportation,Real Estate,72.0,"Transportation, Self Made",,,"Bangkok, Thailand",Thailand,Married,2.0,,,,,,1
+1725,Osman Kibar,osman-kibar,1.7,52.0,6,United States,Biotech,Healthcare,52.0,"Biotech, Self Made",8.0,,"La Jolla, California",United States,Married,4.0,"Bachelor of Arts/Science, California Institute of Technology; Bachelor of Arts/Science, Pomona College; Master of Science, University of California, San Diego; Ph.D, University of California, San Diego",1.0,1.0,0.0,0.0,1
+1725,Kim Chang-soo,kim-chang-soo,1.7,62.0,7,South Korea,Apparel,Fashion & Retail,62.0,"Apparel, Self Made",,,"Seoul, South Korea",South Korea,Married,2.0,"Bachelor of Science, Yonsei University",1.0,0.0,0.0,0.0,1
+1725,Kim Jung-min,kim-jung-min,1.7,21.0,3,South Korea,Online gaming,Media & Entertainment,21.0,Online gaming,,,,South Korea,Single,,,,,,,0
+1725,Kim Jung-youn,kim-jung-youn,1.7,19.0,2,South Korea,Online gaming,Media & Entertainment,19.0,Online gaming,,,,South Korea,Single,,,,,,,0
+1725,Mustafa Kucuk,mustafa-kucuk,1.7,59.0,6,Turkey,Fashion retail,Fashion & Retail,60.0,"Fashion retail, Self Made",,,"Istanbul, Turkey",Turkey,Married,3.0,,,,,,1
+1725,Christopher Kwok,christopher-kwok,1.7,37.0,4,Hong Kong,Real estate,Real Estate,37.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,1.0,"Bachelor of Arts/Science, Harvard University; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,0
+1725,Edward Kwok,edward-kwok,1.7,42.0,5,Hong Kong,Real estate,Real Estate,42.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,,,,,,,,0
+1725,Lai Jianfa,lai-jianfa,1.7,53.0,6,China,Express delivery,Logistics,,"Express delivery, Self Made",,,"Shanghai, China",China,,,"Master of Business Administration, Fudan University",0.0,1.0,0.0,0.0,1
+1725,Lau Cho Kun,lau-cho-kun,1.7,87.0,9,Malaysia,"Palm oil, property",Diversified,87.0,"Palm oil, property",,,"Tawau, Sabah, Malaysia",Malaysia,Married,1.0,,,,,,0
+1725,Alexis Lê-Quôc,alexis-le-quoc,1.7,48.0,5,United States,Cloud computing,Technology,48.0,"Cloud computing, Self Made",8.0,,"New York, New York",United States,Married,1.0,"Bachelor of Arts/Science, Ecole Centrale Paris",1.0,0.0,0.0,0.0,1
+1725,Lei Jufang,lei-jufang,1.7,70.0,7,China,Pharmaceuticals,Healthcare,70.0,"Pharmaceuticals, Self Made",,,"Lanzhou, China",China,Married,1.0,"Bachelor of Arts/Science, Xi'an Jiaotong University",1.0,0.0,0.0,0.0,1
+1725,James Leininger,james-leininger,1.7,78.0,8,United States,Medical products,Healthcare,78.0,"Medical products, Self Made",,,"San Antonio, Texas",United States,Married,4.0,"Bachelor of Arts/Science, Indiana University; Medical Doctor, Indiana University",1.0,0.0,0.0,0.0,1
+1725,Xuhui Li,xuhui-li,1.7,54.0,6,China,Soy sauce,Food & Beverage,55.0,"Soy sauce, Self Made",,,"Foshan, China",China,,,,,,,,1
+1725,Jimmy John Liautaud,jimmy-john-liautaud,1.7,59.0,6,United States,Sandwich chain,Food & Beverage,59.0,"Sandwich chain, Self Made",9.0,,"Key Largo, Florida",United States,Married,3.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+1725,Lin Lairong & family,lin-lairong,1.7,54.0,6,China,Iron ore mining,Metals & Mining,55.0,"Iron ore mining, Self Made",,,"Bayannur, China",China,Married,2.0,,,,,,1
+1725,Lu Di,lu-di,1.7,,0,China,Drones,Technology,,"Drones, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1725,Palmer Luckey,palmer-luckey,1.7,30.0,3,United States,Virtual reality,Technology,30.0,"Virtual reality, Self Made",,,"Newport Beach, California",United States,Single,,"Drop Out, California State University, Long Beach",0.0,0.0,0.0,1.0,1
+1725,Duncan MacMillan,duncan-macmillan,1.7,85.0,9,United States,Bloomberg LP,Finance & Investments,85.0,"Bloomberg LP, Self Made",,,"Princeton, New Jersey",United States,Married,2.0,,,,,,1
+1725,Yusaku Maezawa,yusaku-maezawa,1.7,47.0,5,Japan,Online retail,Technology,47.0,"online retail, Self Made",,,"Chiba, Japan",Japan,Divorced,1.0,,,,,,1
+1725,Ilson Mateus & family,ilson-mateus,1.7,60.0,6,Brazil,Supermarkets,Fashion & Retail,60.0,"Supermarkets, Self Made",,,"Sao Luis, Brazil",Brazil,Married,3.0,,,,,,1
+1725,Meng Qingshan & family,meng-qingshan,1.7,74.0,8,China,Chemicals,Manufacturing,74.0,"Chemicals, Self Made",,,"Langfang, China",China,Married,4.0,,,,,,1
+1725,Alberto Palatchi,alberto-palatchi,1.7,73.0,8,Spain,Wedding dresses,Fashion & Retail,74.0,"Wedding dresses, Self Made",,,"Madrid, Spain",Spain,Separated,3.0,,,,,,1
+1725,Mrudula Parekh,mrudula-parekh,1.7,75.0,8,India,Adhesives,Manufacturing,75.0,Adhesives,,,"Mumbai, India",India,Widowed,2.0,,,,,,0
+1725,Dragos Paval,dragos-paval,1.7,56.0,6,Romania,Retail,Fashion & Retail,57.0,"Retail, Self Made",,,"Bacau, Romania",Romania,Married,1.0,,,,,,1
+1725,Jorge Perez,jorge-perez,1.7,73.0,8,United States,Real estate,Real Estate,73.0,"Real estate, Self Made",8.0,3.0,"Miami, Florida",United States,Married,4.0,"Bachelor of Arts/Science, CW Post College; Master of Science, University of Michigan",1.0,1.0,0.0,0.0,1
+1725,Dmitry Pumpyansky,dmitry-pumpyansky,1.7,59.0,6,Russia,Steel pipes,Metals & Mining,59.0,"Steel pipes, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Master of Science in Engineering, Ural State Technical University",0.0,1.0,0.0,0.0,1
+1725,Jinsheng Ren & family,jinsheng-ren,1.7,60.0,6,China,Pharmaceutical,Healthcare,60.0,"Pharmaceutical, Self Made",,,"Nanjing, China",China,,,"Master of Business Administration, Nanjing Normal University; Diploma, Nanjing University of Chinese Medicine",0.0,1.0,0.0,0.0,1
+1725,Brian Roberts,brian-roberts,1.7,63.0,7,United States,Comcast,Media & Entertainment,64.0,Comcast,,,"Philadelphia, Pennsylvania",United States,Married,3.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,0
+1725,"Joe Rogers, Jr.",joe-rogers-jr,1.7,76.0,8,United States,Waffle House,Food & Beverage,76.0,Waffle House,,,"Atlanta, Georgia",United States,Married,,,,,,,0
+1725,Ruan Shuilong & family,ruan-shuilong,1.7,87.0,9,China,Chemicals,Manufacturing,87.0,"Chemicals, Self Made",,,"Shangyu, China",China,,,,,,,,1
+1725,Paul Saville,paul-saville,1.7,67.0,7,United States,Homebuilder,Real Estate,67.0,"Homebuilder, Self Made",6.0,,"Palm Beach, Florida",United States,,,"Bachelor of Arts/Science, The College of William & Mary; Master of Business Administration, The University of Pittsburgh",1.0,1.0,0.0,0.0,1
+1725,Ivan Savvidis & family,ivan-savvidis,1.7,64.0,7,Russia,Agribusiness,Diversified,64.0,"Agribusiness, Self Made",,,"Rostov-on-Don, Russia",Russia,Married,2.0,"Master of Science, Rostov Institute of National Economy",0.0,1.0,0.0,0.0,1
+1725,Keiichi Shibahara,keiichi-shibahara,1.7,58.0,6,Japan,Healthcare,Healthcare,58.0,"Healthcare, Self Made",,,"Tokyo, Japan",Japan,,,"Medical Doctor, Kyoto University",0.0,0.0,0.0,0.0,1
+1725,Rajju Shroff,rajju-shroff,1.7,89.0,9,India,Agrochemicals,Manufacturing,89.0,"Agrochemicals, Self Made",,,"Mumbai, India",India,Married,3.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,1
+1725,Sun Huaiqing & family,sun-huaiqing,1.7,53.0,6,China,Cosmetics,Fashion & Retail,53.0,"Cosmetics, Self Made",,,"Guangzhou, China",China,Married,,"EMBA, Guanghua School of Management",0.0,0.0,0.0,0.0,1
+1725,Alain Taravella,alain-taravella,1.7,75.0,8,France,Real estate development,Real Estate,75.0,"Real estate development, Self Made",,,"Paris, France",France,,,,,,,,1
+1725,Jonathan Tisch,jonathan-tisch,1.7,69.0,7,United States,"Insurance, NFL team",Diversified,69.0,"Insurance, NFL team",,,"New York, New York",United States,Married,2.0,,,,,,0
+1725,Kenneth Tuchman,kenneth-tuchman,1.7,63.0,7,United States,Call centers,Service,63.0,"Call centers, Self Made",8.0,1.0,"Denver, Colorado",United States,Married,2.0,,,,,,1
+1725,Wang Chou-hsiong,wang-chou-hsiong,1.7,82.0,9,Taiwan,Footwear,Manufacturing,82.0,"Footwear, Self Made",,,"Yunlin, Taiwan",Taiwan,Married,2.0,"Master of Arts/Science, National Central University; Bachelor of Business Administration, National Taiwan University",1.0,1.0,0.0,0.0,1
+1725,Wang Minwen,wang-minwen,1.7,59.0,6,China,Semiconductor,Technology,59.0,"Semiconductor, Self Made",,,"Beijing, China",China,,,,,,,,1
+1725,Tom Werner,tom-werner-1,1.7,72.0,8,United States,Sports teams,Sports,73.0,"Sports teams, Self Made",,,"Los Angeles, California",United States,,,,,,,,1
+1725,Stephen Winn,stephen-winn,1.7,76.0,8,United States,Real estate services,Real Estate,76.0,"Real estate services, Self Made",8.0,,"Dallas, Texas",United States,Married,,"Master of Science, Stanford University; Bachelor of Arts/Science, The University of Texas at Austin",1.0,1.0,0.0,0.0,1
+1725,Ian Wood & family,ian-wood,1.7,80.0,8,United Kingdom,Energy services,Energy,81.0,Energy services,,,"Aberdeen, United Kingdom",United Kingdom,Married,3.0,,,,,,0
+1725,Wu Lanlan & family,wu-lanlan,1.7,49.0,5,China,Packaging,Manufacturing,49.0,"Packaging, Self Made",,,"Shenzhen, China",China,Married,2.0,"Master of Business Administration, Tongji University",0.0,1.0,0.0,0.0,1
+1725,Xu Bingzhong,xu-bingzhong,1.7,49.0,5,China,Bars,Food & Beverage,49.0,"Bars, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1725,Yang Xuegang,yang-xuegang,1.7,58.0,6,China,Coking,Manufacturing,58.0,"Coking, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1725,Vladimir Yevtushenkov,vladimir-yevtushenkov,1.7,74.0,8,Russia,"Telecom, investments",Telecom,74.0,"Telecom, investments, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science in Engineering, Mendeleyev Chemical Engin; Master of Economics, Moscow State University",0.0,1.0,0.0,0.0,1
+1725,David Zalik,david-zalik,1.7,49.0,5,United States,Financial technology,Technology,49.0,"Financial technology, Self Made",8.0,3.0,"Atlanta, Georgia",United States,Married,3.0,"Drop Out, Auburn University",0.0,0.0,0.0,1.0,1
+1725,Zhang Xiaojuan,zhang-xiaojuan,1.7,53.0,6,China,Logistics,Logistics,53.0,"Logistics, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+1725,Zheng Xiaodong,zheng-xiaodong,1.7,59.0,6,China,Manufacturing,Manufacturing,59.0,"Manufacturing, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1725,Zhong Ruonong & family,zhong-ruonong,1.7,60.0,6,China,Electronics,Manufacturing,60.0,"Electronics, Self Made",,,"Zhuzhou, China",China,Married,,,,,,,1
+1804,Noubar Afeyan,noubar-afeyan,1.6,60.0,6,United States,Biotech,Healthcare,61.0,"Biotech, Self Made",10.0,1.0,"Lexington, Massachusetts",United States,Married,,"Ph.D, Massachusetts Institute of Technology; Bachelor of Science, McGill University",1.0,0.0,0.0,0.0,1
+1804,Syed Mokhtar AlBukhary,syed-mokhtar-albukhary,1.6,71.0,8,Malaysia,"Engineering, automotive",Construction & Engineering,71.0,"Engineering, automotive, Self Made",,,"Kuala Lumpur, Malaysia",Malaysia,Married,5.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+1804,"Herbert Allen, Jr. & family",herbert-allen-jr,1.6,83.0,9,United States,Investment banking,Finance & Investments,83.0,Investment banking,4.0,,"New York, New York",United States,Divorced,4.0,"Bachelor of Arts/Science, Williams College",1.0,0.0,0.0,0.0,0
+1804,Vasily Anisimov,vasily-anisimov,1.6,71.0,8,Russia,Real estate,Metals & Mining,71.0,"Real estate, Self Made",,,Switzerland,Russia,Divorced,4.0,"Bachelor of Arts/Science, Alma-Ata Institute of National Economy",1.0,0.0,0.0,0.0,1
+1804,Clifford Asness,clifford-asness,1.6,56.0,6,United States,Money management,Finance & Investments,56.0,"Money management, Self Made",8.0,2.0,"Greenwich, Connecticut",United States,Married,4.0,"Doctorate, University of Chicago; Master of Business Administration, University of Chicago; Bachelor of Arts/Science, University of Pennsylvania; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,1.0,1.0,0.0,1
+1804,Louis Bacon,louis-bacon,1.6,66.0,7,United States,Hedge funds,Finance & Investments,67.0,"Hedge funds, Self Made",7.0,,"Oyster Bay, New York",United States,Married,7.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Middlebury College",1.0,1.0,0.0,0.0,1
+1804,Bai Baokun,bai-baokun,1.6,53.0,6,China,Hardware,Manufacturing,,"Hardware, Self Made",,,"Dongguan, China",China,,,,,,,,1
+1804,Alex Birkenstock,alex-birkenstock,1.6,54.0,6,Germany,Shoes,Fashion & Retail,54.0,Shoes,,,,Germany,,,,,,,,0
+1804,Christian Birkenstock,christian-birkenstock,1.6,50.0,5,Germany,Shoes,Fashion & Retail,50.0,Shoes,,,"Kitzbuhel, Austria",Germany,,,,,,,,0
+1804,Josef Boquoi & family,josef-boquoi,1.6,89.0,9,Germany,Frozen foods,Food & Beverage,89.0,"Frozen foods, Self Made",,,"Straelen, Germany",Germany,,3.0,,,,,,1
+1804,Cai Huabo,cai-huabo,1.6,47.0,5,China,Electronics,Technology,47.0,"Electronics, Self Made",,,"Jiujiang, China",China,,,,,,,,1
+1804,Chen Tianshi,chen-tianshi,1.6,38.0,4,China,Semiconductors,Technology,38.0,"Semiconductors, Self Made",,,"Beijing, China",China,,,,,,,,1
+1804,Chen Yung-tai,chen-yung-tai,1.6,87.0,9,Taiwan,Real estate,Real Estate,87.0,"Real estate, Self Made",,,"Taipei, Taiwan",Taiwan,Married,6.0,"Bachelor of Arts/Science, National Chung Hsing University",1.0,0.0,0.0,0.0,1
+1804,Chey Tae-won,chey-tae-won,1.6,62.0,7,South Korea,"Oil, semiconductor",Technology,62.0,"Oil, semiconductor",,,"Seoul, South Korea",South Korea,Divorced,4.0,"Bachelor of Arts/Science, Korea University; Master of Science, University of Chicago",1.0,1.0,0.0,0.0,0
+1804,Ivan Chrenko,ivan-chrenko,1.6,55.0,6,Slovakia,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Bratislava, Slovakia",Slovakia,,,,,,,,1
+1804,Robert Clark,robert-clark,1.6,64.0,7,United States,Construction,Construction & Engineering,64.0,"Construction, Self Made",,,"St. Louis, Missouri",United States,,,,,,,,1
+1804,Jack Cockwell,jack-cockwell,1.6,82.0,9,Canada,"Real estate, private equity",Finance & Investments,82.0,"Real estate, private equity, Self Made",,,"Toronto, Canada",Canada,,,,,,,,1
+1804,Tench Coxe,tench-coxe,1.6,65.0,7,United States,Venture capital,Finance & Investments,65.0,"Venture capital, Self Made",,,"Palo Alto, California",United States,Married,3.0,,,,,,1
+1804,Jim Crane,jim-crane,1.6,69.0,7,United States,"Logistics, baseball",Sports,69.0,"Logistics, baseball, Self Made",,,"Houston, Texas",United States,Married,3.0,"Bachelor of Arts/Science, Central Missouri State University",1.0,0.0,0.0,0.0,1
+1804,Norbert Dentressangle,norbert-dentressangle,1.6,68.0,7,France,"Transport, logistics",Logistics,69.0,"Transport, logistics, Self Made",,,"Lyon, France",France,Married,,,,,,,1
+1804,Jamie Dimon,jamie-dimon,1.6,67.0,7,United States,Banking,Finance & Investments,67.0,"Banking, Self Made",,,"New York, New York",United States,Married,3.0,"Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,1
+1804,Daniel Dines,daniel-dines,1.6,51.0,6,Romania,Software,Technology,51.0,"Software, Self Made",,,"New York, New York",Romania,Married,1.0,"Bachelor of Science, University of Bucharest; Master of Science, University of Bucharest",1.0,1.0,0.0,0.0,1
+1804,Alfredo Egydio Arruda Villela Filho,alfredo-egydio-arruda-villela-filho,1.6,53.0,6,Brazil,Banking,Finance & Investments,53.0,Banking,,,"Sao Paulo, Brazil",Brazil,Married,,"Master of Business Administration, Fundacao Getulio Vargas; Bachelor of Engineering, Instituto Maua de Tecnologia",1.0,1.0,0.0,0.0,0
+1804,Gary Fegel,gary-fegel,1.6,49.0,5,Switzerland,"Commodities, investments",Metals & Mining,49.0,"Commodities, investments, Self Made",,,"Gstaad, Switzerland",Switzerland,Married,4.0,"Master of Business Administration, University of St. Gallen",0.0,1.0,0.0,0.0,1
+1804,"William Foley, II.",william-foley-ii,1.6,78.0,8,United States,Financial services,Finance & Investments,78.0,"Financial services, Self Made",,,"Las Vegas, Nevada",United States,Married,,,,,,,1
+1804,Richard Fortin,richard-fortin,1.6,74.0,8,Canada,Convinience stores,Fashion & Retail,74.0,"Convinience stores, Self Made",,,"Boucherville, Canada",Canada,,,,,,,,1
+1804,Gao Yi & family,gao-yi,1.6,54.0,6,China,Pharmaceuticals,Healthcare,54.0,"Pharmaceuticals, Self Made",,,"Changsha, China",China,,,,,,,,1
+1804,Giammaria Giuliani,giammaria-giuliani,1.6,45.0,5,Switzerland,Pharmaceuticals,Healthcare,45.0,Pharmaceuticals,,,"Montagnola, Switzerland",Switzerland,Married,,,,,,,0
+1804,Bill Gross,bill-gross,1.6,78.0,8,United States,Investments,Finance & Investments,79.0,"Investments, Self Made",8.0,,"Laguna Beach, California",United States,Divorced,3.0,"Master of Business Administration, Anderson School of Management; Bachelor of Arts/Science, Duke University",1.0,1.0,0.0,0.0,1
+1804,Sue Gross,sue-gross,1.6,73.0,8,United States,Investments,Finance & Investments,73.0,Investments,,,"Laguna Beach, California",United States,Divorced,1.0,"Associate in Arts/Science, Saddleback College",0.0,0.0,0.0,0.0,0
+1804,Irving Grousbeck & family,irving-grousbeck,1.6,88.0,9,United States,"Telecommunication, sports",Sports,89.0,"Telecommunication, sports, Self Made",,,"Portola Valley, California",United States,,4.0,"Bachelor of Arts, Amherst College; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+1804,Timothy Headington,timothy-headington,1.6,72.0,8,United States,"Oil & gas, investments",Energy,73.0,"Oil & gas, investments",5.0,,"Dallas, Texas",United States,Single,,"Bachelor of Arts/Science, University of Oklahoma",1.0,0.0,0.0,0.0,0
+1804,Ilona Herlin,ilona-herlin,1.6,58.0,6,Finland,"Elevators, escalators",Manufacturing,58.0,"Elevators, escalators",,,"Helsinki, Finland",Finland,Married,,,,,,,0
+1804,David Hoffmann,david-hoffmann,1.6,70.0,7,United States,"Executive search, investments",Diversified,71.0,"Executive search, investments, Self Made",,,"Naples, Florida",United States,Married,,"Bachelor of Business Administration, Central Missouri State University",1.0,0.0,0.0,0.0,1
+1804,Stanley Hubbard,stanley-hubbard,1.6,89.0,9,United States,DirecTV,Media & Entertainment,90.0,DirecTV,5.0,,"St. Paul, Minnesota",United States,Married,5.0,"Bachelor of Arts/Science, University of Minnesota",1.0,0.0,0.0,0.0,0
+1804,Hui Lin Chit,hui-lin-chit,1.6,69.0,7,China,Hygiene products,Manufacturing,70.0,"Hygiene products, Self Made",,,"Jinjiang, China",China,Married,3.0,,,,,,1
+1804,Tianjiang Jia & family,tianjiang-jia,1.6,60.0,6,China,Non-ferrous metals,Metals & Mining,61.0,"Non-ferrous metals, Self Made",,,"Yinchuan, China",China,,,,,,,,1
+1804,Zhaobai Jiang,zhaobai-jiang,1.6,59.0,6,China,Real estate,Real Estate,60.0,"Real estate, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1804,Sergei Katsiev,sergei-katsiev,1.6,65.0,7,Russia,"Retail, wholesale",Fashion & Retail,65.0,"Retail, wholesale, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master, Moscow Institute of International Relations",0.0,1.0,0.0,0.0,1
+1804,Kim Jae-young,kim-jae-young,1.6,,0,South Korea,Online games,Media & Entertainment,49.0,"Online games, Self Made",,,,South Korea,,,,,,,,1
+1804,Randal J. Kirk,randal-j-kirk,1.6,69.0,7,United States,Pharmaceuticals,Healthcare,69.0,"Pharmaceuticals, Self Made",8.0,1.0,"Manalapan, Florida",United States,Married,3.0,"Bachelor of Arts/Science, Radford; Doctor of Jurisprudence, University of Virginia",1.0,0.0,0.0,0.0,1
+1804,William Koch,william-koch,1.6,82.0,9,United States,"Oil, investments",Energy,83.0,"Oil, investments",3.0,,"Palm Beach, Florida",United States,Married,6.0,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Doctorate, Massachusetts Institute of Technology",1.0,0.0,1.0,0.0,0
+1804,Pyotr Kondrashev,pyotr-kondrashev,1.6,73.0,8,Russia,Investments,Manufacturing,74.0,"Investments, Self Made",,,"Wien, Austria",Russia,Married,2.0,"Master of Science in Engineering, Magnitogorsk Mining and Metallurgical Institute",0.0,1.0,0.0,0.0,1
+1804,Eiichi Kuriwada,eiichi-kuriwada,1.6,76.0,8,Japan,Package delivery,Logistics,76.0,"Package delivery, Self Made",,,"Osaka, Japan",Japan,Married,3.0,"High School Graduate, Arai High School",0.0,0.0,0.0,0.0,1
+1804,Robert Langer,robert-langer,1.6,74.0,8,United States,Biotech,Healthcare,74.0,"Biotech, Self Made",8.0,,"Boston, Massachusetts",United States,Married,3.0,"Bachelor of Engineering, Cornell University; Doctorate, Massachusetts Institute of Technology",1.0,0.0,1.0,0.0,1
+1804,Anthony Langley,anthony-langley,1.6,68.0,7,United Kingdom,Manufacturing,Diversified,68.0,"Manufacturing, Self Made",,,"Nottinghamshire, United Kingdom",United Kingdom,Married,3.0,,,,,,1
+1804,Marianna Latsis & family,marianna-latsis,1.6,70.0,7,Greece,"Banking, shipping",Diversified,70.0,"Banking, shipping",,,"Athens, Greece",Greece,Divorced,2.0,,,,,,0
+1804,Lee Yeow Seng,lee-yeow-seng,1.6,45.0,5,Malaysia,"Palm oil, property",Real Estate,45.0,"Palm oil, property",,,Malaysia,Malaysia,,,"LLB, Kings College London",0.0,0.0,0.0,0.0,0
+1804,Li Sze Lim,li-sze-lim,1.6,66.0,7,Hong Kong,Real estate,Real Estate,66.0,"Real estate, Self Made",,,"Guangzhou, China",Hong Kong,Married,1.0,Chinese University of Hong Kong,0.0,0.0,0.0,0.0,1
+1804,Li Wa,li-wa,1.6,57.0,6,Hong Kong,Real estate,Real Estate,57.0,"Real estate, Self Made",,,"Shenzhen, China",Hong Kong,,,"Bachelor of Arts/Science, South China University of Technology",1.0,0.0,0.0,0.0,1
+1804,Li Weiwei,li-weiwei,1.6,46.0,5,China,Online games,Technology,46.0,"Online games, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1804,Liang Qin & family,liang-qin,1.6,51.0,6,China,Semiconductor devices,Technology,51.0,"Semiconductor devices, Self Made",,,"Yangzhou, China",China,Married,,,,,,,1
+1804,Vincent Lo,vincent-lo,1.6,75.0,8,Hong Kong,Real estate,Real Estate,75.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,2.0,"Bachelor of Arts/Economics, University of New South Wales",1.0,0.0,0.0,0.0,0
+1804,Terence (Terry) Matthews,terence-terry-matthews,1.6,80.0,8,Canada,Telecom,Telecom,80.0,"Telecom, Self Made",,,"Ottawa, Canada",Canada,Married,4.0,"Doctorate, Carleton College; Bachelor of Arts/Science, University of Wales",1.0,0.0,1.0,0.0,1
+1804,Jim McKelvey,jim-mckelvey,1.6,57.0,6,United States,Mobile payments,Technology,57.0,"Mobile payments, Self Made",8.0,1.0,"St. Louis, Missouri",United States,Married,2.0,"Bachelor of Arts/Economics, Washington University in St. Louis; Bachelor of Science, Washington University in St. Louis",1.0,0.0,0.0,0.0,1
+1804,P.N.C. Menon,pnc-menon,1.6,74.0,8,Oman,Real estate,Real Estate,74.0,"Real estate, Self Made",,,"Dubai, United Arab Emirates",Oman,Married,3.0,,,,,,1
+1804,Massimo Moratti,massimo-moratti,1.6,77.0,8,Italy,Oil refinery,Energy,78.0,Oil refinery,,,"Milan, Italy",Italy,Married,5.0,,,,,,0
+1804,Liora Ofer,liora-ofer,1.6,69.0,7,Israel,Investments,Finance & Investments,69.0,Investments,,,"Tel Aviv, Israel",Israel,Separated,2.0,,,,,,0
+1804,Stefan Pierer,stefan-pierer,1.6,66.0,7,Austria,Automotive,Automotive,66.0,"Automotive, Self Made",,,"Wels, Austria",Austria,,,"Bachelor of Arts/Science, Montan University",1.0,0.0,0.0,0.0,1
+1804,Andreas Pohl,andreas-pohl,1.6,58.0,6,Germany,Mutual funds,Finance & Investments,59.0,Mutual funds,,,"Marburg, Germany",Germany,Married,3.0,,,,,,0
+1804,"Reinfried Pohl, Jr.",reinfried-pohl-jr,1.6,63.0,7,Germany,Mutual funds,Finance & Investments,63.0,Mutual funds,,,"Marburg, Germany",Germany,Married,5.0,,,,,,0
+1804,Michael Polsky,michael-polsky,1.6,74.0,8,United States,Electric power,Energy,74.0,"Electric power, Self Made",10.0,,"Chicago, Illinois",United States,Married,4.0,"Master of Business Administration, University of Chicago Booth School of Business",0.0,1.0,0.0,0.0,1
+1804,Francisco Jose Riberas Mera,francisco-jose-riberas-mera,1.6,58.0,6,Spain,"Steel, autoparts",Manufacturing,59.0,"Steel, autoparts",,,"Madrid, Spain",Spain,Married,3.0,,,,,,0
+1804,Juan Maria Riberas Mera,juan-maria-riberas-mera,1.6,54.0,6,Spain,"Steel, investments",Metals & Mining,54.0,"Steel, investments",,,"Madrid, Spain",Spain,Married,5.0,,,,,,0
+1804,Andres Santo Domingo,andres-santo-domingo,1.6,44.0,5,United States,Beer,Food & Beverage,45.0,Beer,3.0,1.0,"New York, New York",United States,Married,2.0,"Bachelor of Arts/Science, Brown University",1.0,0.0,0.0,0.0,0
+1804,Sathien Sathientham,sathien-sathientham,1.6,68.0,7,Thailand,energy drinks,Food & Beverage,69.0,"energy drinks, Self Made",,,"Bangkok, Thailand",Thailand,Married,3.0,,,,,,1
+1804,Shang Xiaobo & family,shang-xiaobo,1.6,49.0,5,China,Manufacturing,Manufacturing,49.0,"Manufacturing, Self Made",,,"Hefei, China",China,Married,,,,,,,1
+1804,Yuri Shefler,yuri-shefler,1.6,55.0,6,Russia,Alcohol,Food & Beverage,55.0,"Alcohol, Self Made",,,"Geneva, Switzerland",Russia,Married,4.0,"Bachelor of Arts/Science, Plekhanov Russian University of Economics",1.0,0.0,0.0,0.0,1
+1804,Evgeny (Eugene) Shvidler,evgeny-eugene-shvidler,1.6,59.0,6,United States,"Metals, investments",Metals & Mining,59.0,"Metals, investments, Self Made",,,"London, United Kingdom",United States,Married,5.0,"Master of Business Administration, Fordham University; Master of Science, Gubkin Institute of Petrochemicals and Natural Gas",0.0,1.0,0.0,0.0,1
+1804,Ryan Smith,ryan-smith,1.6,44.0,5,United States,Cloud computing,Technology,45.0,"Cloud computing, Self Made",,,"Provo, Utah",United States,Married,5.0,"Bachelor of Science, Brigham Young University",1.0,0.0,0.0,0.0,1
+1804,Zakhar Smushkin,zakhar-smushkin,1.6,61.0,7,Russia,"Pulp and paper, diversified",Diversified,61.0,"Pulp and paper, diversified, Self Made",,,"Saint Petersburg, Russia",Russia,Married,1.0,"Master of Science, Leningrad Technological Institute of Pulp and Paper Industry",0.0,1.0,0.0,0.0,1
+1804,Peter Sperling,peter-sperling,1.6,63.0,7,United States,Education,Service,63.0,Education,,,"Phoenix, Arizona",United States,Married,2.0,"Bachelor of Arts/Science, University of California, Santa Barbara; Master of Business Administration, University of Phoenix",1.0,1.0,0.0,0.0,0
+1804,Laurie Tisch,laurie-tisch,1.6,72.0,8,United States,"Insurance, NFL team",Diversified,72.0,"Insurance, NFL team",,,"New York, New York",United States,Divorced,2.0,,,,,,0
+1804,Steven Tisch,steven-tisch,1.6,74.0,8,United States,Insurance,Diversified,74.0,Insurance,,,"Beverly Hills, California",United States,,5.0,,,,,,0
+1804,Michael Tojner,michael-tojner,1.6,57.0,6,Austria,"Batteries, investments",Manufacturing,57.0,"Batteries, investments, Self Made",,,"Vienna, Austria",Austria,,,"Master of Business Administration, University of Vienna; Master of Laws, University of Vienna",0.0,1.0,0.0,0.0,1
+1804,August Troendle,august-troendle,1.6,67.0,7,United States,Pharmaceutical services,Healthcare,67.0,"Pharmaceutical services, Self Made",,,"Cincinnati, Ohio",United States,,,"Medical Doctor, University of Maryland",0.0,0.0,0.0,0.0,1
+1804,Tseng Sing-ai,tseng-sing-ai,1.6,,0,Taiwan,Petrochemicals,Manufacturing,,Petrochemicals,,,Taiwan,Taiwan,,,,,,,,0
+1804,Sekar Vembu,sekar-vembu,1.6,51.0,6,India,Business software,Technology,51.0,"Business software, Self Made",,,"Chennai, India",India,,,"Bachelor of Technology, Indian Institute of Technology Madras (IIT Madras)",1.0,0.0,0.0,0.0,1
+1804,Chris Wallin,chris-wallin,1.6,70.0,7,Australia,Mining,Energy,70.0,"Mining, Self Made",,,"Brisbane, Australia",Australia,,2.0,"Bachelor of Engineering, University of Queensland",1.0,0.0,0.0,0.0,1
+1804,Wang Changtian,wang-changtian,1.6,57.0,6,China,"TV, movie production",Media & Entertainment,58.0,"TV, movie production, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Fudan University",1.0,0.0,0.0,0.0,1
+1804,Ning Wang & family,ning-wang-1,1.6,36.0,4,China,Toys,Media & Entertainment,36.0,"Toys, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+1804,Scott Watterson,scott-watterson,1.6,67.0,7,United States,Fitness equipment,Technology,68.0,"Fitness equipment, Self Made",8.0,,"Logan, Utah",United States,Married,5.0,"Bachelor of Science, Utah State University",1.0,0.0,0.0,0.0,1
+1804,Dan Wilks,dan-wilks,1.6,66.0,7,United States,Natural gas,Energy,67.0,"Natural gas, Self Made",,,"Cisco, Texas",United States,Married,6.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1804,Alan Wilson,alan-wilson,1.6,82.0,9,Australia,Retailing,Fashion & Retail,82.0,Retailing,,,"Melbourne, Australia",Australia,Married,3.0,,,,,,0
+1804,Bruce Wilson,bruce-wilson,1.6,76.0,8,Australia,Retailing,Fashion & Retail,77.0,Retailing,,,"Melbourne, Australia",Australia,Widowed,3.0,,,,,,0
+1804,John Wilson,john-wilson,1.6,85.0,9,Australia,Retailing,Fashion & Retail,85.0,Retailing,,,"Melbourne, Australia",Australia,Married,2.0,,,,,,0
+1804,Anthony Wood,anthony-wood,1.6,57.0,6,United States,Roku,Technology,57.0,"Roku, Self Made",8.0,1.0,"Palo Alto, California",United States,Married,3.0,"Bachelor of Science in Engineering, Texas A&M University",1.0,0.0,0.0,0.0,1
+1804,Wu Ying,wu-ying,1.6,58.0,6,China,Materials,Manufacturing,59.0,"Materials, Self Made",,,"Xianyang, China",China,,,,,,,,1
+1804,Wu Yulan,wu-yulan,1.6,53.0,6,China,Pharmaceuticals,Healthcare,54.0,"Pharmaceuticals, Self Made",,,"Lianyungang, China",China,,,,,,,,1
+1804,Zhongyi Wu,zhongyi-wu,1.6,49.0,5,China,electronics,Technology,49.0,"electronics, Self Made",,,"Xiamen, China",China,,,"Bachelor of Arts/Science, Shenzhen University",1.0,0.0,0.0,0.0,1
+1804,Xiang Guangming & family,xiang-guangming,1.6,59.0,6,China,Waste disposal,Manufacturing,59.0,"Waste disposal, Self Made",,,"Wenzhou, China",China,Married,,,,,,,1
+1804,Xue Xiangdong & family,xue-xiangdong,1.6,64.0,7,China,Software,Technology,64.0,"Software, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Hunan University",1.0,0.0,0.0,0.0,1
+1804,George Yancopoulos,george-yancopoulos,1.6,63.0,7,United States,Pharmaceuticals,Healthcare,63.0,"Pharmaceuticals, Self Made",,,"Yorktown Heights, New York",United States,Divorced,2.0,"Medical Doctor, Columbia University; Ph.D, Columbia University",0.0,0.0,0.0,0.0,1
+1804,Steven Meng Yang & family,steven-meng-yang,1.6,40.0,4,China,Electronics,Technology,41.0,"Electronics, Self Made",,,"Changsha, China",China,Married,,"Bachelor of Arts/Science, Peking University; Masters of Science in Technology, The University of Texas, Austin",1.0,1.0,0.0,0.0,1
+1804,Ye Fan & family,ye-fan,1.6,52.0,6,China,Auto dealerships,Automotive,52.0,"Auto dealerships, Self Made",,,"Dongguan, China",China,Married,,"Bachelor of Arts/Science, South China University of Technology",1.0,0.0,0.0,0.0,1
+1804,Yi Dasheng,yi-dasheng,1.6,62.0,7,China,Conglomerate,Diversified,62.0,"Conglomerate, Self Made",,,"Changsha, China",China,,,,,,,,1
+1804,Yu Lili,yu-lili,1.6,55.0,6,China,Electronic components,Manufacturing,55.0,"Electronic components, Self Made",,,"Changsha, China",China,Married,,,,,,,1
+1804,Zeng Kaitian,zeng-kaitian,1.6,48.0,5,China,Online games,Technology,48.0,"Online games, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1804,Zhang Xuexin & family,zhang-xuexin,1.6,75.0,8,China,Aluminum,Metals & Mining,76.0,"Aluminum, Self Made",,,"Liaocheng, China",China,Married,,,,,,,1
+1804,Yubai Zhang,yubai-zhang,1.6,58.0,6,China,Wine,Food & Beverage,58.0,"Wine, Self Made",,,"Suqian, China",China,,,,,,,,1
+1804,Fredrik Österberg,fredrik-osterberg,1.6,52.0,6,Sweden,Gambling products,Gambling & Casinos,52.0,"Gambling products, Self Made",,,"Stockholm, Sweden",Sweden,,,"Bachelor of Business Administration, Stockholm University, Business economics, marketing/management",1.0,0.0,0.0,0.0,1
+1905,Shiv Kishan Agrawal,shiv-kishan-agrawal,1.5,82.0,9,India,Snacks,Food & Beverage,82.0,Snacks,,,"Nagpur, India",India,Married,3.0,,,,,,0
+1905,Aziz Akhannouch & family,aziz-akhannouch,1.5,62.0,7,Morocco,"Petroleum, diversified",Diversified,62.0,"Petroleum, diversified",,,"Casablanca, Morocco",Morocco,Married,3.0,"Master of Business Administration, Universite de Sherbrooke",0.0,1.0,0.0,0.0,0
+1905,Hamdi Akin & family,hamdi-akin,1.5,68.0,7,Turkey,Diversified,Diversified,68.0,"Diversified, Self Made",,,"Istanbul, Turkey",Turkey,Divorced,3.0,,,,,,1
+1905,Nerio Alessandri,nerio-alessandri,1.5,61.0,7,Italy,Gym equipment,Manufacturing,62.0,"Gym equipment, Self Made",,,"Cesena, Italy",Italy,Married,2.0,,,,,,1
+1905,Alexandra Andresen,alexandra-andresen,1.5,26.0,3,Norway,Investments,Diversified,27.0,Investments,,,"Oslo, Norway",Norway,Single,,,,,,,0
+1905,Katharina Andresen,katharina-andresen,1.5,27.0,3,Norway,Investments,Diversified,28.0,Investments,,,"Oslo, Norway",Norway,Single,,,,,,,0
+1905,Patricia Angelini Rossi,patricia-angelini-rossi,1.5,68.0,7,Chile,"Forestry, mining",Diversified,69.0,"Forestry, mining",,,"Santiago, Chile",Chile,Married,3.0,,,,,,0
+1905,Mori Arkin,mori-arkin,1.5,70.0,7,Israel,Pharmaceuticals,Healthcare,70.0,"Pharmaceuticals, Self Made",,,"Herzliya Pituach, Israel",Israel,Married,3.0,"Bachelor of Arts/Science, Tel Aviv University",1.0,0.0,0.0,0.0,1
+1905,Barbara Benetton,barbara-benetton,1.5,53.0,6,Italy,"Fashion retail, investments",Fashion & Retail,54.0,"Fashion retail, investments",,,"Campodoro, Italy",Italy,,,,,,,,0
+1905,Angela Bennett,angela-bennett,1.5,79.0,8,Australia,Mining,Metals & Mining,79.0,Mining,,,"Perth, Australia",Australia,Married,7.0,,,,,,0
+1905,Zadik Bino & family,zadik-bino,1.5,79.0,8,Israel,"Banking, oil",Diversified,79.0,"Banking, oil, Self Made",,,"Tel Aviv, Israel",Israel,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1905,Paolo Bulgari,paolo-bulgari,1.5,85.0,9,Italy,Luxury goods,Fashion & Retail,85.0,Luxury goods,,,"Rome, Italy",Italy,,,,,,,,0
+1905,Saket Burman,saket-burman,1.5,46.0,5,United Kingdom,Consumer goods,Food & Beverage,46.0,Consumer goods,,,"Dubai, United Arab Emirates",United Kingdom,Single,,"Bachelor of Business Administration, University of Wisconsin, Madison",1.0,0.0,0.0,0.0,0
+1905,Ahmet Calik,ahmet-calik,1.5,65.0,7,Turkey,"Energy, banking, construction",Diversified,65.0,"Energy, banking, construction, Self Made",,,"Istanbul, Turkey",Turkey,Married,4.0,,,,,,1
+1905,Safra Catz,safra-catz,1.5,61.0,7,United States,Software,Technology,61.0,"Software, Self Made",6.0,,,United States,Married,2.0,"Doctor of Jurisprudence, University of Pennsylvania; Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,1
+1905,Chang Kuo-Hua,chang-kuo-hua,1.5,68.0,7,Taiwan,"Shipping, airlines",Logistics,68.0,"Shipping, airlines",,,"Taipei, Taiwan",Taiwan,Married,,"Bachelor of Engineering, Taipei University of Marine Technology",1.0,0.0,0.0,0.0,0
+1905,Chu Jian,chu-jian-1,1.5,60.0,6,China,Manufacturing,Manufacturing,60.0,"Manufacturing, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+1905,Sandor Csanyi,sandor-csanyi,1.5,70.0,7,Hungary,"Finance, real estate",Diversified,70.0,"Finance, real estate, Self Made",,,"Budapest, Hungary",Hungary,Married,5.0,,,,,,1
+1905,Ana Lucia de Mattos Barretto Villela,ana-lucia-de-mattos-barretto-villela,1.5,49.0,5,Brazil,Banking,Finance & Investments,49.0,Banking,,,"Sao Paulo, Brazil",Brazil,Married,,,,,,,0
+1905,Federico De Nora,federico-de-nora,1.5,55.0,6,Italy,Electrodes,Manufacturing,55.0,Electrodes,,,"Milan, Italy",Italy,,,,,,,,0
+1905,Bharat Desai,bharat-desai,1.5,70.0,7,United States,IT consulting,Technology,70.0,"IT consulting, Self Made",8.0,,"Fisher Island, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Indian Institute of Technology, Bombay; Master of Business Administration, University of Michigan, Stephen M. Ross School of Business",1.0,1.0,0.0,0.0,1
+1905,Mohammed Dewji,mohammed-dewji,1.5,47.0,5,Tanzania,Diversified,Diversified,48.0,Diversified,,,"Dar es Salaam, Tanzania",Tanzania,Married,3.0,,,,,,0
+1905,Egon Durban,egon-durban,1.5,49.0,5,United States,Private equity,Finance & Investments,50.0,"Private equity, Self Made",,,"Atherton, California",United States,Married,3.0,"Bachelor of Science, Georgetown University",1.0,0.0,0.0,0.0,1
+1905,Fu Mingkang & family,fu-mingkang,1.5,60.0,6,China,Manufacturing,Manufacturing,60.0,"Manufacturing, Self Made",,,"Ningbo, China",China,Married,,,,,,,1
+1905,Alan Gerry,alan-gerry,1.5,94.0,10,United States,Cable television,Media & Entertainment,94.0,"Cable television, Self Made",,,"Liberty, New York",United States,Married,3.0,"Drop Out, High School",0.0,0.0,0.0,1.0,1
+1905,Philippe Ginestet & family,philippe-ginestet,1.5,69.0,7,France,Retail stores,Fashion & Retail,69.0,"Retail stores, Self Made",,,"Pujols, France",France,,,,,,,,1
+1905,G. Gnanalingam,g-gnanalingam,1.5,78.0,8,Malaysia,Ports,Logistics,78.0,"ports, Self Made",,,"Kuala Lumpur, Malaysia",Malaysia,Married,3.0,"Master, Harvard Business School; Bachelor of Arts/Science, University of Malaya",1.0,1.0,0.0,0.0,1
+1905,Esther Grether,esther-grether,1.5,87.0,9,Switzerland,Art collection,Fashion & Retail,87.0,Art collection,,,"Basel, Switzerland",Switzerland,Widowed,2.0,,,,,,0
+1905,Wei Gu,wei-gu-1,1.5,58.0,6,China,Consumer electronics,Manufacturing,58.0,"Consumer electronics, Self Made",,,"Shenzhen, China",China,Married,2.0,,,,,,1
+1905,Patrick Hanrahan,patrick-hanrahan,1.5,67.0,7,United States,Software,Technology,68.0,"Software, Self Made",,,"Portola Valley, California",United States,,,"Bachelor of Science, University of Wisconsin Madison; Ph.D, University of Wisconsin Madison",1.0,0.0,0.0,0.0,1
+1905,Kenneth Hao,kenneth-hao,1.5,54.0,6,United States,Private equity,Finance & Investments,54.0,"Private equity, Self Made",,,"Hillsborough, California",United States,,,,,,,,1
+1905,Jaroslav Hascak & family,jaroslav-hascak,1.5,53.0,6,Slovakia,Investments,Finance & Investments,53.0,"Investments, Self Made",,,"Bratislava, Slovakia",Slovakia,Married,,,,,,,1
+1905,He Zhenggang,he-zhenggang,1.5,69.0,7,China,Chemicals,Manufacturing,69.0,"Chemicals, Self Made",,,"Leshan, China",China,,,,,,,,1
+1905,Niranjan Hiranandani,niranjan-hiranandani,1.5,73.0,8,India,Real estate,Real Estate,73.0,"Real estate, Self Made",,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Mumbai",1.0,0.0,0.0,0.0,1
+1905,Ho Hung Anh,ho-hung-anh,1.5,52.0,6,Vietnam,"Consumer products, banking",Finance & Investments,53.0,"Consumer products, banking, Self Made",,,"Hanoi, Vietnam",Vietnam,Married,3.0,"Bachelor of Engineering, Kiev Polytechnic Institute",1.0,0.0,0.0,0.0,1
+1905,Archie Hwang,archie-hwang,1.5,70.0,7,Taiwan,Semiconductors,Technology,71.0,"Semiconductors, Self Made",,,"Taipei, Taiwan",Taiwan,Married,,"Bachelor of Arts/Science, National Chiao Tung University",1.0,0.0,0.0,0.0,1
+1905,Peter Jackson,peter-jackson,1.5,61.0,7,New Zealand,"Movies, digital effects",Media & Entertainment,61.0,"Movies, digital effects, Self Made",,,"Wellington, New Zealand",New Zealand,Married,2.0,,,,,,1
+1905,Stephen Jarislowsky,stephen-jarislowsky,1.5,97.0,10,Canada,Money management,Finance & Investments,97.0,"Money management, Self Made",,,"Montreal, Canada",Canada,Married,3.0,"Bachelor of Arts/Science, Cornell University; Master of Business Administration, Harvard University; Master of Arts, The University of Chicago",1.0,1.0,0.0,0.0,1
+1905,Rajeev Juneja,rajeev-juneja,1.5,57.0,6,India,Phamaceuticals,Healthcare,58.0,"Phamaceuticals, Self Made",,,"Delhi, India",India,Married,2.0,,,,,,1
+1905,Ramesh Juneja,ramesh-juneja-1,1.5,67.0,7,India,Pharmaceuticals,Healthcare,68.0,"Pharmaceuticals, Self Made",,,"Delhi, India",India,Married,2.0,,,,,,1
+1905,Ke Xiping & family,ke-xiping,1.5,62.0,7,China,Investments,Diversified,63.0,"Investments, Self Made",,,"Xiamen, China",China,Married,,Xiamen University,0.0,0.0,0.0,0.0,1
+1905,Kim Jun-ki,kim-jun-ki,1.5,78.0,8,South Korea,Diversified,Diversified,78.0,"Diversified, Self Made",,,"Seoul, South Korea",South Korea,Widowed,3.0,"Bachelor of Arts/Economics, Korea University",1.0,0.0,0.0,0.0,1
+1905,Sidney Kimmel,sidney-kimmel,1.5,95.0,10,United States,Retail,Fashion & Retail,95.0,"Retail, Self Made",,,"New York, New York",United States,Married,,"Drop Out, Temple University",0.0,0.0,0.0,1.0,1
+1905,Jim Koch,jim-koch,1.5,73.0,8,United States,Beer,Food & Beverage,74.0,"Beer, Self Made",8.0,1.0,"Newton, Massachusetts",United States,Married,4.0,"Bachelor of Arts/Science, Harvard University; Doctor of Jurisprudence, Harvard University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+1905,Raj Kumar,raj-kumar,1.5,68.0,7,Singapore,"Real estate, hotels",Real Estate,69.0,"Real estate, hotels, Self Made",,,"Singapore, Singapore",Singapore,Married,1.0,,,,,,1
+1905,Spiro Latsis & family,spiro-latsis,1.5,76.0,8,Greece,"Banking, shipping",Diversified,77.0,"Banking, shipping",,,"Geneva, Switzerland",Greece,Married,2.0,"Bachelor of Arts/Economics, London School of Economics; Master, London School of Economics; Ph.D, London School of Economics",1.0,1.0,0.0,0.0,0
+1905,Peter Leibinger,peter-leibinger,1.5,56.0,6,Germany,Machine tools,Manufacturing,56.0,Machine tools,,,"Schwieberdingen, Germany",Germany,Married,4.0,,,,,,0
+1905,Regine Leibinger,regine-leibinger,1.5,60.0,6,Germany,Machine tools,Manufacturing,60.0,Machine tools,,,"Berlin, Germany",Germany,Married,2.0,,,,,,0
+1905,Nicola Leibinger-Kammueller,nicola-leibinger-kammueller,1.5,63.0,7,Germany,Manufacturing,Manufacturing,63.0,Manufacturing,,,"Berlin, Germany",Germany,Married,4.0,,,,,,0
+1905,Li Jianli,li-jianli,1.5,50.0,5,China,Lithium-ion battery cap,Manufacturing,50.0,"Lithium-ion battery cap, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1905,Li Jiaquan,li-jiaquan,1.5,59.0,6,China,Chemicals,Manufacturing,59.0,"Chemicals, Self Made",,,"Chengdu, China",China,,,,,,,,1
+1905,Li Rucheng,li-rucheng,1.5,71.0,8,China,Apparel,Fashion & Retail,72.0,"Apparel, Self Made",,,"Ningbo, China",China,,,,,,,,1
+1905,Li Shui-po,li-shui-po,1.5,66.0,7,Taiwan,Stainless steel products,Manufacturing,67.0,"Stainless steel products, Self Made",,,"Kunshan, China",Taiwan,Married,,,,,,,1
+1905,Scott Lin,scott-lin,1.5,90.0,9,Taiwan,Optical components,Technology,90.0,"Optical components, Self Made",,,"Taichung, Taiwan",Taiwan,Married,2.0,"Bachelor of Arts/Science, National Chung Hsing University",1.0,0.0,0.0,0.0,1
+1905,Liu Xiucai & family,liu-xiucai,1.5,66.0,7,United States,Chemicals,Manufacturing,66.0,"Chemicals, Self Made",,,"Shanghai, China",United States,Married,,,,,,,1
+1905,Lu Zhongfang,lu-zhongfang,1.5,80.0,8,China,Education,Automotive,80.0,"Education, Self Made",,,"Tonghua, China",China,,,,,,,,1
+1905,Lu Zongjun,lu-zongjun,1.5,59.0,6,China,Logistics,Logistics,60.0,"Logistics, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1905,Youssef Mansour,youssef-mansour,1.5,77.0,8,Egypt,Diversified,Diversified,78.0,"Diversified, Self Made",,,"Cairo, Egypt",Egypt,Married,5.0,"Master of Business Administration, Auburn University; Bachelor of Science in Engineering, North Carolina State University",1.0,1.0,0.0,0.0,1
+1905,Bruce Mathieson,bruce-mathieson,1.5,79.0,8,Australia,Hotels,Real Estate,79.0,"Hotels, Self Made",,,"Gold Coast, Australia",Australia,Married,3.0,,,,,,1
+1905,Romano Minozzi,romano-minozzi,1.5,88.0,9,Italy,"Utilities, diversified",Diversified,88.0,"Utilities, diversified, Self Made",,,"Spilamberto, Italy",Italy,,1.0,"Bachelor of Commerce, University of Bologna",1.0,0.0,0.0,0.0,1
+1905,Greg Mondre,greg-mondre,1.5,48.0,5,United States,Private equity,Finance & Investments,49.0,"Private equity, Self Made",,,"New York, New York",United States,Married,,,,,,,1
+1905,Mario Moretti Polegato & family,mario-moretti-polegato,1.5,70.0,7,Italy,Shoes,Fashion & Retail,71.0,"Shoes, Self Made",,,"Crocetta del Montello, Italy",Italy,Married,1.0,,,,,,1
+1905,Robert Mouawad,robert-mouawad,1.5,78.0,8,Lebanon,Fine jewelry,Service,78.0,Fine jewelry,,,"Manama, Bahrain",Lebanon,Married,3.0,,,,,,0
+1905,Jerry Moyes & family,jerry-moyes,1.5,79.0,8,United States,Transportation,Logistics,79.0,"Transportation, Self Made",,1.0,"Tolleson, Arizona",United States,Married,10.0,,,,,,1
+1905,John Ocampo,john-ocampo,1.5,63.0,7,United States,Semiconductors,Technology,64.0,"Semiconductors, Self Made",,,"Los Altos, California",United States,Married,3.0,"Bachelor of Engineering, Santa Clara University",1.0,0.0,0.0,0.0,1
+1905,Stefan Olsson,stefan-olsson,1.5,74.0,8,Sweden,Diversified,Diversified,74.0,Diversified,,,"London, United Kingdom",Sweden,Married,,,,,,,0
+1905,Rubens Ometto Silveira Mello,rubens-ometto-silveira-mello,1.5,73.0,8,Brazil,"Sugar, ethanol",Energy,73.0,"Sugar, ethanol",,,"Sao Paulo, Brazil",Brazil,Married,,"Bachelor of Engineering, Polytechnic School of the University of Sao Paulo",1.0,0.0,0.0,0.0,0
+1905,Anne Marie See Pastor,anne-marie-see-pastor,1.5,,0,Peru,Finance,Finance & Investments,,Finance,,,,Peru,,,,,,,,0
+1905,George Pastor,george-pastor,1.5,,0,Peru,Finance,Finance & Investments,,Finance,,,,Peru,,,,,,,,0
+1905,Nelson Peltz,nelson-peltz,1.5,80.0,8,United States,Investments,Finance & Investments,81.0,"Investments, Self Made",8.0,,"Bedford, New York",United States,Married,10.0,"Drop Out, University of Pennsylvania, The Wharton School",0.0,0.0,0.0,1.0,1
+1905,David Penaloza Alanis,david-penaloza-alanis,1.5,49.0,5,Mexico,Toll roads,Construction & Engineering,49.0,Toll roads,,,"Mexico City, Mexico",Mexico,,,,,,,,0
+1905,Karl-Johan Persson,karl-johan-persson,1.5,48.0,5,Sweden,H&M,Fashion & Retail,48.0,H&M,,,"Stockholm, Sweden",Sweden,Married,2.0,"Bachelor of Arts/Science, London Business School",1.0,0.0,0.0,0.0,0
+1905,Mike Repole,mike-repole,1.5,55.0,6,United States,Sports drink,Food & Beverage,55.0,"Sports drink, Self Made",,,"Windermere, Florida",United States,Married,,"Bachelor of Science, St. John's University",1.0,0.0,0.0,0.0,1
+1905,Duke Reyes,duke-reyes,1.5,66.0,7,United States,Beer distribution,Food & Beverage,66.0,Beer distribution,,,"Palm Beach, Florida",United States,Married,,,,,,,0
+1905,Kishin RK,kishin-rk,1.5,39.0,4,Singapore,"Real estate, hotels",Real Estate,40.0,"Real estate, hotels",,,"Singapore, Singapore",Singapore,Married,,,,,,,0
+1905,Carlos Rodriguez-Pastor,carlos-rodriguez-pastor,1.5,63.0,7,Peru,Finance,Finance & Investments,64.0,Finance,,,"Lima, Peru",Peru,,,"Master of Business Administration, Tuck School of Business; Bachelor of Arts/Science, University of California, Berkeley",1.0,1.0,0.0,0.0,0
+1905,Christopher Rokos,christopher-rokos,1.5,52.0,6,United Kingdom,Hedge fund,Finance & Investments,52.0,"Hedge fund, Self Made",,,"London, United Kingdom",United Kingdom,,,"Bachelor of Arts/Science, Oxford University; Master, Oxford University",1.0,1.0,0.0,0.0,1
+1905,John Ruiz,john-ruiz,1.5,56.0,6,United States,Healthcare services,Service,56.0,"Healthcare services, Self Made",,,"Coral Gables, Florida",United States,Married,3.0,"Doctor of Jurisprudence, Nova Southeastern University; Bachelor of Arts, University of Miami",1.0,0.0,0.0,0.0,1
+1905,Sheryl Sandberg,sheryl-sandberg,1.5,53.0,6,United States,Facebook,Technology,53.0,"Facebook, Self Made",6.0,,"Menlo Park, California",United States,"Widowed, Remarried",5.0,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard University",1.0,1.0,0.0,0.0,1
+1905,Amnon Shashua,amnon-shashua,1.5,62.0,7,Israel,Automotive technology,Automotive,63.0,"Automotive technology, Self Made",,,"Kfar Shmaryahu, Israel",Israel,,,,,,,,1
+1905,Ben Silbermann,ben-silbermann,1.5,40.0,4,United States,Social media,Media & Entertainment,41.0,"Social media, Self Made",8.0,,"San Francisco, California",United States,Married,2.0,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+1905,Ron Sim,ron-sim,1.5,64.0,7,Singapore,retail,Fashion & Retail,64.0,"retail, Self Made",,,"Singapore, Singapore",Singapore,Married,3.0,,,,,,1
+1905,Leonid Simanovsky,leonid-simanovsky,1.5,73.0,8,Russia,Investments,Finance & Investments,74.0,"Investments, Self Made",,,"Moscow, Russia",Russia,Married,1.0,"Master of Economics, Kuibyshev Planning Institute",0.0,1.0,0.0,0.0,1
+1905,Basudeo Singh,basudeo-singh,1.5,82.0,9,India,Pharmaceuticals,Healthcare,82.0,"Pharmaceuticals, Self Made",,,"Mumbai, India",India,Married,3.0,"Master of Arts, Patna University",0.0,1.0,0.0,0.0,1
+1905,Frank Slootman,frank-slootman,1.5,64.0,7,United States,Software,Technology,64.0,"Software, Self Made",6.0,,"Pleasanton, California",United States,Married,2.0,"Bachelor of Science, Erasmus University Rotterdam, The Netherlands; Master of Science, Erasmus University Rotterdam, The Netherlands",1.0,1.0,0.0,0.0,1
+1905,Terry Snow,terry-snow,1.5,79.0,8,Australia,"Airports, real estate",Real Estate,79.0,"Airports, real estate, Self Made",,,"Canberra, Australia",Australia,Married,4.0,,,,,,1
+1905,Axel Stawski,axel-stawski,1.5,72.0,8,United States,Real estate,Real Estate,72.0,"Real estate, Self Made",,,"Sagaponack, New York",United States,Married,,,,,,,1
+1905,Thomas Steyer,thomas-steyer,1.5,65.0,7,United States,Hedge funds,Finance & Investments,66.0,"Hedge funds, Self Made",8.0,,"San Francisco, California",United States,Separated,4.0,"Master of Business Administration, Stanford University; Bachelor of Arts/Science, Yale University",1.0,1.0,0.0,0.0,1
+1905,Sergei Studennikov & family,sergei-studennikov,1.5,56.0,6,Russia,"Liquor stores, supermarkets",Fashion & Retail,56.0,"Liquor stores, supermarkets, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Bachelor of Technology, Satka Mining and Ceramics College",1.0,0.0,0.0,0.0,1
+1905,Su Suyu & family,su-suyu,1.5,74.0,8,China,"Utilities, real estate",Real Estate,74.0,"Utilities, real estate, Self Made",,,"Shantou, China",China,,,,,,,,1
+1905,Kevin Systrom,kevin-systrom,1.5,39.0,4,United States,Instagram,Technology,39.0,"Instagram, Self Made",,,"San Francisco, California",United States,Married,1.0,"Bachelor of Arts/Science, Stanford University",1.0,0.0,0.0,0.0,1
+1905,Tan Lili,tan-lili,1.5,,0,China,Feed,Food & Beverage,,"Feed, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+1905,Tang Binsen,tang-binsen,1.5,40.0,4,China,Beverages,Food & Beverage,40.0,"Beverages, Self Made",,,"Beijing, China",China,,,,,,,,1
+1905,Tang Rui,tang-rui,1.5,,0,China,Semiconductors,Technology,,"Semiconductors, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1905,Prachak Tangkaravakoon,prachak-tangkaravakoon,1.5,79.0,8,Thailand,Paints,Manufacturing,79.0,"Paints, Self Made",,,"Bangkok, Thailand",Thailand,Married,4.0,,,,,,1
+1905,Jeff Tangney,jeff-tangney,1.5,50.0,5,United States,Healthcare IT,Healthcare,51.0,"Healthcare IT, Self Made",9.0,1.0,"Palo Alto, California",United States,Married,3.0,"Master of Business Administration, Stanford Graduate School of Business; Bachelor of Science, University of Wisconsin Madison",1.0,1.0,0.0,0.0,1
+1905,Yuequn Tao,yuequn-tao,1.5,63.0,7,China,Contact Lens,Fashion & Retail,63.0,"Contact Lens, Self Made",,,"Hefei, China",China,,,,,,,,1
+1905,David Teoh,david-teoh,1.5,67.0,7,Australia,Telecom,Telecom,67.0,"Telecom, Self Made",,,"Sydney, Australia",Australia,Married,4.0,,,,,,1
+1905,Carmen Thyssen,carmen-thyssen,1.5,79.0,8,Spain,"Investments, art",Manufacturing,80.0,"Investments, art",,,Andorra,Spain,Widowed,3.0,,,,,,0
+1905,Tran Ba Duong & family,tran-ba-duong,1.5,63.0,7,Vietnam,Automotive,Automotive,63.0,"Automotive, Self Made",,,"Ho Chi Minh City, Vietnam",Vietnam,Married,2.0,,,,,,1
+1905,Kenny Troutt,kenny-troutt,1.5,75.0,8,United States,Telecom,Telecom,75.0,"Telecom, Self Made",,,"Dallas, Texas",United States,Married,3.0,"Bachelor of Arts/Science, Southern Illinois University",1.0,0.0,0.0,0.0,1
+1905,Jens von Bahr,jens-von-bahr,1.5,52.0,6,Sweden,Gambling products,Gambling & Casinos,52.0,"Gambling products, Self Made",,,"Stockholm, Sweden",Sweden,Divorced,3.0,"Bachelor of Arts/Economics, Stockholm University",1.0,0.0,0.0,0.0,1
+1905,Wang Junmin,wang-junmin,1.5,54.0,6,China,Pharmaceuticals,Healthcare,54.0,"Pharmaceuticals, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+1905,Weng Xianding,weng-xianding,1.5,61.0,7,China,Medical devices,Healthcare,61.0,"Medical devices, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1905,Farris Wilks,farris-wilks,1.5,71.0,8,United States,Natural gas,Energy,71.0,"Natural gas, Self Made",,,"Cisco, Texas",United States,Married,11.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+1905,Gordon Wu,gordon-wu,1.5,87.0,9,Hong Kong,Real estate,Real Estate,87.0,"Real estate, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,4.0,"Bachelor of Arts/Science, Princeton University; Master, Princeton University",1.0,1.0,0.0,0.0,1
+1905,Xiong Wu,xiong-wu,1.5,47.0,5,China,Software,Technology,47.0,"Software, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+1905,Xu Zhenhua,xu-zhenhua,1.5,,0,China,Online games,Media & Entertainment,,"Online games, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1905,Xu Zhihan,xu-zhihan,1.5,50.0,5,China,Electronics,Technology,50.0,"Electronics, Self Made",,,"Wuxi, China",China,,,,,,,,1
+1905,Tingdong Yang,tingdong-yang,1.5,62.0,7,China,Brewery,Food & Beverage,63.0,"Brewery, Self Made",,,"Suqian, China",China,,,,,,,,1
+1905,Michael Minhong Yu,michael-minhong-yu,1.5,61.0,7,China,Education,Service,61.0,"Education, Self Made",,,"Beijing, China",China,Married,2.0,"Bachelor of Arts/Science, Peking University",1.0,0.0,0.0,0.0,1
+1905,Justin Yuan,justin-yuan,1.5,,0,China,Online games,Media & Entertainment,,"Online games, Self Made",,,"Shanghai, China",China,,,,,,,,1
+1905,Zhang Bangxin,zhang-bangxin,1.5,43.0,5,China,Education,Service,43.0,"Education, Self Made",,,"Beijing, China",China,,,"EMBA, China Europe International Business School",0.0,0.0,0.0,0.0,1
+1905,Zhang Hong,zhang-hong,1.5,,0,China,Solar,Energy,,"Solar, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+1905,Zhou Zongwen & family,zhou-zongwen,1.5,66.0,7,China,Jewelry,Fashion & Retail,66.0,"Jewelry, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+2020,Antti Aarnio-Wihuri,antti-aarnio-wihuri,1.4,83.0,9,Finland,Diversified,Diversified,83.0,Diversified,,,"Helsinki, Finland",Finland,,,,,,,,0
+2020,Alberto Alcocer,alberto-alcocer,1.4,80.0,8,Spain,Investments,Finance & Investments,80.0,"Investments, Self Made",,,"Madrid, Spain",Spain,Married,5.0,"Doctor of Jurisprudence, Universidad Complutense de Madrid",0.0,0.0,0.0,0.0,1
+2020,Nigel Austin,nigel-austin,1.4,52.0,6,Australia,Retail,Fashion & Retail,52.0,"Retail, Self Made",,,"Melbourne, Australia",Australia,Married,6.0,,,,,,1
+2020,Binny Bansal,binny-bansal,1.4,40.0,4,India,Flipkart,Technology,40.0,"Flipkart, Self Made",,,"Singapore, Singapore",India,Married,2.0,"Bachelor of Science in Engineering, Indian Institute of Technology",1.0,0.0,0.0,0.0,1
+2020,Girdhari Lal Bawri,girdhari-lal-bawri,1.4,75.0,8,India,Pharmaceuticals,Healthcare,76.0,"Pharmaceuticals, Self Made",,,"Mumbai, India",India,Married,3.0,,,,,,1
+2020,John Bloor,john-bloor,1.4,79.0,8,United Kingdom,"Real estate, manufacturing",Diversified,80.0,"Real estate, manufacturing, Self Made",,,"Aberdyfi, United Kingdom",United Kingdom,,,,,,,,1
+2020,Vladimir Bogdanov,vladimir-bogdanov,1.4,71.0,8,Russia,Oil,Energy,72.0,"Oil, Self Made",,,"Surgut, Russia",Russia,Married,1.0,"Bachelor of Arts/Science, Tyumen Industrial Institute",1.0,0.0,0.0,0.0,1
+2020,Amit Burman,amit-burman,1.4,53.0,6,India,Consumer goods,Food & Beverage,54.0,Consumer goods,,,"Delhi, India",India,Married,2.0,"Master of Science, Columbia University; Master of Business Administration, Judge Business School; Bachelor of Arts/Science, Lehigh University",1.0,1.0,0.0,0.0,0
+2020,Cai Jianyong,cai-jianyong,1.4,52.0,6,China,Nickel,Metals & Mining,52.0,"Nickel, Self Made",,,"Ningbo, China",China,Married,,,,,,,1
+2020,Steve Case,steve-case,1.4,64.0,7,United States,AOL,Technology,65.0,"AOL, Self Made",,,"McLean, Virginia",United States,Married,5.0,"Bachelor of Arts/Science, Williams College",1.0,0.0,0.0,0.0,1
+2020,Chen Wenyuan & family,chen-wenyuan,1.4,55.0,6,China,Testing equipment,Technology,55.0,"Testing equipment, Self Made",,,"Suzhou, China",China,Married,,,,,,,1
+2020,Chua Thian Poh,chua-thian-poh,1.4,74.0,8,Singapore,Real estate,Real Estate,75.0,"Real estate, Self Made",,,"Singapore, Singapore",Singapore,Married,4.0,,,,,,1
+2020,Sasson Dayan & family,sasson-dayan,1.4,83.0,9,Brazil,Banking,Finance & Investments,83.0,"Banking, Self Made",,,"Sao Paulo, Brazil",Brazil,Married,3.0,,,,,,1
+2020,Chris Ellison,chris-ellison,1.4,65.0,7,Australia,Mining,Metals & Mining,66.0,"Mining, Self Made",,,"Perth, Australia",Australia,Married,6.0,,,,,,1
+2020,John Farber,john-farber,1.4,97.0,10,United States,Chemicals,Manufacturing,98.0,"Chemicals, Self Made",8.0,,"New York, New York",United States,Married,1.0,"Ph.D, Polytechnic Institute",0.0,0.0,0.0,0.0,1
+2020,J. Christopher Flowers,j-christopher-flowers,1.4,65.0,7,United States,Investments,Finance & Investments,65.0,"Investments, Self Made",,,"Palm Beach, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+2020,Reinold Geiger,reinold-geiger,1.4,75.0,8,Austria,Beauty products,Fashion & Retail,76.0,"Beauty products, Self Made",,,"Geneva, Switzerland",Austria,Married,,"Master of Business Administration, INSEAD",0.0,1.0,0.0,0.0,1
+2020,Ali Ghodsi,ali-ghodsi,1.4,44.0,5,Sweden,Data analytics,Technology,44.0,"Data analytics, Self Made",,,"San Francisco, California",Sweden,Married,,"Ph.D, KTH Royal Institute of Technology; Master of Business Administration, Mid Sweden University; Master of Science in Engineering, Mid Sweden University",0.0,1.0,0.0,0.0,1
+2020,Lance Gokongwei,lance-gokongwei,1.4,55.0,6,Philippines,Diversified,Diversified,55.0,Diversified,,,"Manila, Philippines",Philippines,Married,,"Bachelor of Science, The Wharton School of the University of Pennsylvania; Bachelor of Science, University of Pennsylvania, School of Engineering and Applied Science",1.0,0.0,0.0,0.0,0
+2020,Guan Yihong,guan-yihong,1.4,53.0,6,China,Restaurant,Food & Beverage,,"Restaurant, Self Made",,,"Guangzhou, China",China,Married,,,,,,,1
+2020,Rajinder Gupta,rajinder-gupta,1.4,64.0,7,India,"Textiles, paper",Manufacturing,64.0,"Textiles, paper, Self Made",,,"Ludhiana, India",India,Married,2.0,,,,,,1
+2020,Torstein Hagen,torstein-hagen,1.4,80.0,8,Norway,Cruises,Service,80.0,"Cruises, Self Made",,,"Lucerne, Switzerland",Norway,Divorced,2.0,,,,,,1
+2020,Ayman Hariri,ayman-hariri,1.4,44.0,5,Lebanon,"Construction, investments",Construction & Engineering,45.0,"Construction, investments",,,"Paris, France",Lebanon,Married,3.0,"Bachelor of Arts/Science, Georgetown University",1.0,0.0,0.0,0.0,0
+2020,Alfredo Harp Helu & family,alfredo-harp-helu,1.4,79.0,8,Mexico,"Banking, investments",Finance & Investments,79.0,"Banking, investments, Self Made",,,"Mexico City, Mexico",Mexico,Married,4.0,,,,,,1
+2020,He Xiaopeng,he-xiaopeng,1.4,45.0,5,China,Electric vehicles,Automotive,45.0,"Electric vehicles, Self Made",,,"Guangzhou, China",China,,,"Bachelor of Technology, South China University of Technology",1.0,0.0,0.0,0.0,1
+2020,Christoph Henkel,christoph-henkel,1.4,65.0,7,Germany,Consumer goods,Fashion & Retail,65.0,Consumer goods,,,"London, United Kingdom",Germany,Married,,,,,,,0
+2020,Daniel Hirschfeld,daniel-hirschfeld,1.4,81.0,9,United States,Fashion retail,Fashion & Retail,82.0,Fashion retail,,,"Kearney, Nebraska",United States,Married,3.0,,,,,,0
+2020,Drew Houston,drew-houston,1.4,40.0,4,United States,Cloud storage service,Technology,40.0,"Cloud storage service, Self Made",8.0,,"Austin, Texas",United States,Single,,"Bachelor of Arts/Science, Massachusetts Institute of Technology",1.0,0.0,0.0,0.0,1
+2020,Huang Jinxiang & family,huang-jinxiang,1.4,58.0,6,China,Chemicals,Manufacturing,58.0,"Chemicals, Self Made",,,"Xuancheng, China",China,Married,,,,,,,1
+2020,Rameshchandra Jain,rameshchandra-jain,1.4,74.0,8,India,Textiles,Manufacturing,75.0,"Textiles, Self Made",,,"Mumbai, India",India,Married,3.0,,,,,,1
+2020,Ke Zunhong & family,ke-zunhong,1.4,68.0,7,China,Pharmaceuticals,Healthcare,69.0,"Pharmaceuticals, Self Made",,,"Chengdu, China",China,Married,,,,,,,1
+2020,Kim Taek-jin,kim-taek-jin,1.4,56.0,6,South Korea,Online games,Media & Entertainment,56.0,"Online games, Self Made",,,"Seoul, South Korea",South Korea,Married,4.0,"Bachelor of Arts/Science, Seoul National University; Master of Science, Seoul National University",1.0,1.0,0.0,0.0,1
+2020,Koh Wee Meng,koh-wee-meng,1.4,59.0,6,Singapore,"Real estate, hotels",Real Estate,60.0,"Real estate, hotels, Self Made",,,"Singapore, Singapore",Singapore,Married,1.0,,,,,,1
+2020,Sergei Kolesnikov,sergei-kolesnikov,1.4,51.0,6,Russia,Building materials,Manufacturing,51.0,"Building materials, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+2020,Hemendra Kothari,hemendra-kothari,1.4,76.0,8,India,Financial services,Finance & Investments,77.0,Financial services,,,"Mumbai, India",India,Widowed,2.0,"Bachelor of Arts/Economics, University of Mumbai",1.0,0.0,0.0,0.0,0
+2020,Sebastian Kulczyk,sebastian-kulczyk,1.4,42.0,5,Poland,Diversified,Finance & Investments,42.0,Diversified,,,Switzerland,Poland,,,"London School of Economics; Master, University of Poznan",0.0,1.0,0.0,0.0,0
+2020,Kwee Liong Keng,kwee-liong-keng,1.4,77.0,8,Singapore,Real estate,Real Estate,77.0,Real estate,,,"Singapore, Singapore",Singapore,Married,5.0,,,,,,0
+2020,Kwee Liong Phing,kwee-liong-phing,1.4,65.0,7,Singapore,Real estate,Real Estate,65.0,Real estate,,,"Singapore, Singapore",Singapore,Married,4.0,"Bachelor of Arts/Science, Cornell University",1.0,0.0,0.0,0.0,0
+2020,Kwee Liong Seen,kwee-liong-seen,1.4,70.0,7,Singapore,Real estate,Real Estate,70.0,Real estate,,,"Singapore, Singapore",Singapore,,,,,,,,0
+2020,Kwee Liong Tek,kwee-liong-tek,1.4,76.0,8,Singapore,Real estate,Real Estate,76.0,Real estate,,,"Singapore, Singapore",Singapore,Married,4.0,"Bachelor of Business Administration, Haas School of Business (University of California, Berkeley)",1.0,0.0,0.0,0.0,0
+2020,Kwek Leng Keow,kwek-leng-keow,1.4,71.0,8,Singapore,Diversified,Diversified,71.0,Diversified,,,"Singapore, Singapore",Singapore,Widowed,3.0,,,,,,0
+2020,Kwek Leng Peck,kwek-leng-peck,1.4,67.0,7,Singapore,Diversified,Diversified,67.0,Diversified,,,"Singapore, Singapore",Singapore,Married,,,,,,,0
+2020,Raymond Kwok,raymond-kwok,1.4,69.0,7,Hong Kong,Real estate,Real Estate,70.0,Real estate,,,"Hong Kong, Hong Kong",Hong Kong,Married,3.0,"Master of Arts, Cambridge University; Master of Business Administration, Harvard Business School",0.0,1.0,0.0,0.0,0
+2020,Lee Ho-jin,lee-ho-jin,1.4,60.0,6,South Korea,Diversified,Diversified,60.0,Diversified,,,"Seoul, South Korea",South Korea,Married,2.0,"Master of Business Administration, Samuel Curtis Johnson Graduate School of Management; Bachelor of Arts/Science, Seoul National University",1.0,1.0,0.0,0.0,0
+2020,Michael Lee-Chin,michael-lee-chin,1.4,72.0,8,Canada,Mutual funds,Finance & Investments,72.0,"Mutual funds, Self Made",,,"Burlington, Canada",Canada,Divorced,5.0,"Bachelor of Arts/Science, McMaster University",1.0,1.0,0.0,0.0,1
+2020,Manfredi Lefebvre d'Ovidio & family,manfredi-lefebvre-dovidio,1.4,69.0,7,Italy,Cruises,Service,70.0,Cruises,,,"Monte Carlo, Monaco",Italy,Divorced,1.0,"Drop Out, La Sapienza University of Rome",0.0,0.0,0.0,1.0,0
+2020,Bernard Lewis & family,bernard-lewis,1.4,97.0,10,United Kingdom,Fashion retailer,Fashion & Retail,97.0,"Fashion retailer, Self Made",,,"London, United Kingdom",United Kingdom,,3.0,,,,,,1
+2020,Li Jinyang,li-jinyang,1.4,,0,China,Mining,Metals & Mining,,Mining,,,"Chifeng, China",China,Widowed,,,,,,,0
+2020,William Li,william-li,1.4,48.0,5,China,Electric vehicles,Automotive,48.0,"Electric vehicles, Self Made",,,"Beijing, China",China,,,"Bachelor of Social Sciences, Peking University",1.0,0.0,0.0,0.0,1
+2020,Jenny Lindén Urnes,jenny-linden-urnes,1.4,52.0,6,Sweden,Powdered metal,Manufacturing,52.0,Powdered metal,,,"Helsingborg, Sweden",Sweden,Married,1.0,,,,,,0
+2020,Liu Fangyi,liu-fangyi,1.4,53.0,6,China,Medical equipment,Healthcare,,"Medical equipment, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2020,K.C. Liu,kc-liu,1.4,69.0,7,Taiwan,Manufacturing,Technology,69.0,"Manufacturing, Self Made",,,"Taipei, Taiwan",Taiwan,Married,2.0,"Bachelor of Engineering, National Chiao Tung University",1.0,0.0,0.0,0.0,1
+2020,Liu Ming Chung,liu-ming-chung,1.4,60.0,6,Brazil,Paper,Manufacturing,60.0,"Paper, Self Made",,,"Hong Kong, Hong Kong",Brazil,Married,,,,,,,1
+2020,Anatoly Lomakin,anatoly-lomakin,1.4,70.0,7,Russia,Investments,Metals & Mining,71.0,"Investments, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Masters in Finance, Moscow Institute of International Relations",0.0,1.0,0.0,0.0,1
+2020,Brandt Louie,brandt-louie,1.4,79.0,8,Canada,Drugstores,Food & Beverage,80.0,Drugstores,,,"Vancouver, Canada",Canada,Married,2.0,,,,,,0
+2020,Lucia Maggi & family,lucia-maggi,1.4,90.0,9,Brazil,Agribusiness,Diversified,91.0,"Agribusiness, Self Made",,,"Rondonopolis, Brazil",Brazil,Widowed,5.0,,,,,,1
+2020,Gary Magness,gary-magness,1.4,69.0,7,United States,"Cable TV, investments",Media & Entertainment,69.0,"Cable TV, investments",,,"Denver, Colorado",United States,Married,3.0,"Drop Out, Western State College of Colorado",0.0,0.0,0.0,1.0,0
+2020,Mao Lixiang & family,mao-lixiang,1.4,82.0,9,China,Cooking appliances,Technology,82.0,"Cooking appliances, Self Made",,,"Ningbo, China",China,,,,,,,,1
+2020,David McMurtry,david-mcmurtry,1.4,82.0,9,United Kingdom,Manufacturing,Manufacturing,83.0,"Manufacturing, Self Made",,,"Wotton-under-Edge, United Kingdom",United Kingdom,Married,3.0,,,,,,1
+2020,Deepak Mehta,deepak-mehta,1.4,66.0,7,India,Chemicals,Manufacturing,66.0,Chemicals,,,"Vadodara, India",India,Married,2.0,"Bachelor of Science, University of Mumbai",1.0,0.0,0.0,0.0,0
+2020,Miao Shouliang,miao-shouliang,1.4,68.0,7,China,Real estate,Real Estate,68.0,"Real estate, Self Made",,,"Shenzhen, China",China,Married,1.0,,,,,,1
+2020,Miao Yongjun,miao-yongjun,1.4,55.0,6,China,Clinical diagnostics,Healthcare,55.0,"Clinical diagnostics, Self Made",,,"Zhengzhou, China",China,,,,,,,,1
+2020,Yoshiko Mori,yoshiko-mori,1.4,82.0,9,Japan,Real estate,Real Estate,82.0,real estate,,,"Tokyo, Japan",Japan,Widowed,2.0,,,,,,0
+2020,Marius Nacht,marius-nacht,1.4,57.0,6,Israel,Software,Technology,57.0,"Software, Self Made",,,"Tel Aviv, Israel",Israel,Married,,"Bachelor of Arts/Science, Hebrew University, Jerusalem",1.0,0.0,0.0,0.0,1
+2020,Tadako Nakatani,tadako-nakatani,1.4,,0,Japan,Medical diagnostic equipment,Healthcare,,Medical diagnostic equipment,,,"Kobe, Japan",Japan,Widowed,,,,,,,0
+2020,Vadim Novinsky,vadim-novinsky,1.4,59.0,6,Ukraine,Steel,Metals & Mining,60.0,"Steel, Self Made",,,"Kiev, Ukraine",Ukraine,Married,3.0,"Bachelor of Arts/Science, Academy of Civil Aviation (Leningrad)",1.0,0.0,0.0,0.0,1
+2020,Niti Osathanugrah,niti-osathanugrah,1.4,49.0,5,Thailand,"Energy drinks,investments",Finance & Investments,49.0,"Energy drinks,investments",,,"Bangkok, Thailand",Thailand,Married,1.0,"Bachelor of Arts/Economics, Amherst College; Master of Arts, Chulalongkorn University",1.0,1.0,0.0,0.0,0
+2020,Gretel Packer,gretel-packer,1.4,57.0,6,Australia,Investments,Finance & Investments,57.0,Investments,,,"Sydney, Australia",Australia,Divorced,3.0,,,,,,0
+2020,Pan Longquan,pan-longquan,1.4,58.0,6,China,Manufacturing,Manufacturing,58.0,"Manufacturing, Self Made",,,"Nanjing, China",China,,,,,,,,1
+2020,Pan Shiyi,pan-shiyi,1.4,60.0,6,China,Real estate,Real Estate,60.0,"Real estate, Self Made",,,"Beijing, China",China,Married,2.0,,,,,,1
+2020,David Paul,david-paul,1.4,56.0,6,United States,Medical devices,Healthcare,56.0,"Medical devices, Self Made",8.0,,"Audubon, Pennsylvania",United States,Married,,"Master of Science, Temple University; Bachelor of Arts/Science, University of Madras",1.0,1.0,0.0,0.0,1
+2020,Tom Persson,tom-persson,1.4,38.0,4,Sweden,H&M,Fashion & Retail,38.0,H&M,,,"Stockholm, Sweden",Sweden,Married,,,,,,,0
+2020,Qian Jinghong,qian-jinghong,1.4,50.0,5,China,Electric scooters,Automotive,50.0,"Electric scooters, Self Made",,,"Wuxi, China",China,Married,,,,,,,1
+2020,Qin Long,qin-long,1.4,57.0,6,China,Tire,Manufacturing,58.0,"Tire, Self Made",,,"Qingdao, China",China,,,,,,,,1
+2020,M.Satyanarayana Reddy,msatyanarayana-reddy,1.4,65.0,7,India,Pharmaceuticals,Healthcare,66.0,"Pharmaceuticals, Self Made",,,"Hyderabad, India",India,Married,2.0,"Ph.D, Osmania University",0.0,0.0,0.0,0.0,1
+2020,Mochtar Riady & family,mochtar-riady,1.4,93.0,10,Indonesia,Diversified,Diversified,94.0,"Diversified, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,6.0,,,,,,1
+2020,Rihanna,rihanna,1.4,35.0,4,Barbados,"Music, cosmetics",Fashion & Retail,35.0,"Music, cosmetics, Self Made",10.0,,"Los Angeles, California",Barbados,In Relationship,2.0,,,,,,1
+2020,Boris Rotenberg,boris-rotenberg,1.4,66.0,7,Russia,"Construction, pipes, chemicals",Construction & Engineering,66.0,"Construction, pipes, chemicals, Self Made",,,"Moscow, Russia",Russia,Married,5.0,"Master of Arts/Science, Leningrad Institute of Physical Culture",0.0,1.0,0.0,0.0,1
+2020,Subhash Runwal,subhash-runwal,1.4,79.0,8,India,Real estate,Real Estate,80.0,"Real estate, Self Made",,,"Mumbai, India",India,Married,3.0,"Chartered Accountant, Institute of Chartered Accountants of India; B.Com, Pune University",0.0,0.0,0.0,0.0,1
+2020,Igor Rybakov,igor-rybakov,1.4,50.0,5,Russia,Building materials,Manufacturing,51.0,"Building materials, Self Made",,,"Moscow, Russia",Russia,Married,4.0,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+2020,Carlos Sanchez,carlos-sanchez,1.4,61.0,7,Brazil,Generic drugs,Healthcare,61.0,Generic drugs,,,"Santo Andre, Brazil",Brazil,Married,,,,,,,0
+2020,Martin Selig,martin-selig,1.4,85.0,9,United States,Real estate,Real Estate,85.0,"Real estate, Self Made",,,"Seattle, Washington",United States,Married,3.0,"Bachelor of Arts/Science, University of Washington",1.0,0.0,0.0,0.0,1
+2020,Airat Shaimiev,airat-shaimiev,1.4,61.0,7,Russia,"Refinery, chemicals",Energy,61.0,"Refinery, chemicals, Self Made",,,"Kazan, Russia",Russia,,,"Master of Science in Engineering, Moscow Power Engineering Institute, Kazan",0.0,1.0,0.0,0.0,1
+2020,Radik Shaimiev,radik-shaimiev,1.4,58.0,6,Russia,"Refinery, chemicals",Energy,58.0,"Refinery, chemicals, Self Made",,,"Kazan, Russia",Russia,Married,2.0,"Master of Science in Engineering, Kazan Institute of Civil Engineering",0.0,1.0,0.0,0.0,1
+2020,Nobutoshi Shimamura,nobutoshi-shimamura,1.4,97.0,10,Japan,Retail,Fashion & Retail,97.0,"retail, Self Made",,,"Saitama, Japan",Japan,Married,3.0,,,,,,1
+2020,Jared Smith,jared-smith-1,1.4,48.0,5,United States,Cloud computing,Technology,48.0,"Cloud computing, Self Made",,,"Provo, Utah",United States,Married,,"Bachelor of Science, London School of Economics",1.0,0.0,0.0,0.0,1
+2020,Charlotte Soderstrom,charlotte-soderstrom,1.4,46.0,5,Sweden,H&M,Fashion & Retail,46.0,H&M,,,"Stockholm, Sweden",Sweden,Married,3.0,,,,,,0
+2020,Anand Surana,anand-surana,1.4,52.0,6,India,Pharmaceuticals,Healthcare,52.0,Pharmaceuticals,,,"Bangalore, India",India,Married,3.0,"Bachelor of Commerce, Bangalore University",1.0,0.0,0.0,0.0,0
+2020,Dilip Surana,dilip-surana,1.4,57.0,6,India,Pharmaceuticals,Healthcare,57.0,Pharmaceuticals,,,"Bangalore, India",India,Married,1.0,"Bachelor of Commerce, Bangalore University",1.0,0.0,0.0,0.0,0
+2020,Wilma Tisch,wilma-tisch,1.4,95.0,10,United States,Diversified,Finance & Investments,96.0,Diversified,,,"New York, New York",United States,Widowed,4.0,"Bachelor of Arts/Science, Skidmore College",1.0,0.0,0.0,0.0,0
+2020,Jianyi Wang,jianyi-wang,1.4,60.0,6,China,Fiber optic cables,Technology,60.0,"Fiber optic cables, Self Made",,,"Hangzhou, China",China,Married,,"Associate in Arts/Science, Zhejiang University of Technology",0.0,0.0,0.0,0.0,1
+2020,Wang Jilei,wang-jilei,1.4,58.0,6,China,Logistics,Logistics,58.0,"Logistics, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2020,Shuifu Wang,shuifu-wang,1.4,68.0,7,China,Manufacturing,Manufacturing,68.0,"Manufacturing, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+2020,Wang Yanqing & family,wang-yanqing-1,1.4,76.0,8,China,Carbon fiber products,Manufacturing,77.0,Carbon fiber products,,,"Weihai, China",China,Widowed,,,,,,,0
+2020,Wang Zelong,wang-zelong,1.4,26.0,3,China,Chemicals,Metals & Mining,27.0,Chemicals,,,"Jiaozuo, China",China,Married,,,,,,,0
+2020,Werner O. Weber,werner-o-weber,1.4,84.0,9,Switzerland,Electronic components,Manufacturing,84.0,"Electronic components, Self Made",,,"Zurich, Switzerland",Switzerland,,,,,,,,1
+2020,Anne Werninghaus,anne-werninghaus,1.4,37.0,4,Brazil,Industrial machinery,Manufacturing,37.0,Industrial machinery,,,"Joinville, Brazil",Brazil,Married,2.0,,,,,,0
+2020,"Alfred West, Jr.",alfred-west-jr,1.4,80.0,8,United States,Money management,Finance & Investments,80.0,"Money management, Self Made",,,"Paoli, Pennsylvania",United States,Married,3.0,"Bachelor of Arts/Science, Georgia Institute of Technology; Master of Business Administration, University of Pennsylvania, The Wharton School",1.0,1.0,0.0,0.0,1
+2020,Bo Wu,bo-wu,1.4,68.0,7,China,Machinery,Manufacturing,69.0,"Machinery, Self Made",,,"Nanjing, China",China,,,,,,,,1
+2020,Wu Chaoqun,wu-chaoqun,1.4,53.0,6,China,Chemicals,Manufacturing,54.0,"Chemicals, Self Made",,,"Meishan, China",China,,,,,,,,1
+2020,Swift Xie,swift-xie,1.4,43.0,5,China,Drones,Technology,43.0,"Drones, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+2020,Xu Guozhong & family,xu-guozhong,1.4,59.0,6,China,Motors,Manufacturing,59.0,"Motors, Self Made",,,"Changzhou, China",China,Married,,,,,,,1
+2020,Yao Kuizhang,yao-kuizhang,1.4,58.0,6,China,Beverages,Food & Beverage,58.0,"Beverages, Self Made",,,"Hengshui, China",China,,,,,,,,1
+2020,Yu Peidi,yu-peidi,1.4,63.0,7,Hong Kong,Real estate,Real Estate,63.0,"Real estate, Self Made",,,"Shanghai, China",Hong Kong,Married,3.0,,,,,,1
+2020,Yuan Liping,yuan-liping,1.4,52.0,6,Canada,Pharmaceuticals,Healthcare,52.0,Pharmaceuticals,,,"Shenzhen, China",Canada,Divorced,,,,,,,0
+2020,Zhang Chuanwei & family,zhang-chuanwei,1.4,60.0,6,China,Machinery,Manufacturing,61.0,"Machinery, Self Made",,,"Zhongshan, China",China,Married,,,,,,,1
+2020,Zhang Keqiang,zhang-keqiang,1.4,62.0,7,China,Real estate,Real Estate,63.0,"Real estate, Self Made",,,"Guangzhou, China",China,,,"Master of Business Administration, Murdoch University; Master of Business Administration, Murdoch University",0.0,1.0,0.0,0.0,1
+2020,Zhang Xin,zhang-xin,1.4,57.0,6,China,Real estate,Real Estate,58.0,"Real estate, Self Made",,,"Beijing, China",China,Married,2.0,,,,,,1
+2020,Xinghai Zhang & family,xinghai-zhang,1.4,60.0,6,China,Machinery,Manufacturing,60.0,"Machinery, Self Made",,,"Chongqing, China",China,Married,,,,,,,1
+2020,Zheng Jianjiang & family,zheng-jianjiang,1.4,62.0,7,China,Electrical equipment,Manufacturing,62.0,"Electrical equipment, Self Made",,,"Ningbo, China",China,Married,,,,,,,1
+2020,Zhong Sheng Jian,zhong-sheng-jian,1.4,65.0,7,Singapore,Real estate,Real Estate,65.0,"Real estate, Self Made",,,"Singapore, Singapore",Singapore,Married,5.0,,,,,,1
+2020,Zhou Chengjian,zhou-chengjian,1.4,57.0,6,China,Fashion retail,Fashion & Retail,58.0,"Fashion retail, Self Made",,,"Shanghai, China",China,Married,1.0,"EMBA, Zhejiang University",0.0,0.0,0.0,0.0,1
+2020,Boris Zingarevich,boris-zingarevich,1.4,63.0,7,Russia,"Pulp and paper, diversified",Diversified,64.0,"Pulp and paper, diversified, Self Made",,,"Saint Petersburg, Russia",Russia,Married,2.0,"Master of Science, Leningrad Technological Institute of Pulp and Paper Industry",0.0,1.0,0.0,0.0,1
+2133,A. Jayson Adair,a-jayson-adair,1.3,53.0,6,United States,Damaged cars,Automotive,53.0,"Damaged cars, Self Made",,,"Dallas, Texas",United States,Married,2.0,,,,,,1
+2133,Soegiarto Adikoesoemo,soegiarto-adikoesoemo,1.3,85.0,9,Indonesia,Chemicals,Logistics,85.0,"Chemicals, Self Made",,,"Surabaya, Indonesia",Indonesia,Married,2.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+2133,Rajendra Agarwal,rajendra-agarwal,1.3,64.0,7,India,Pharmaceuticals,Healthcare,64.0,"Pharmaceuticals, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+2133,Chirayu Amin,chirayu-amin,1.3,76.0,8,India,Pharmaceuticals,Healthcare,76.0,Pharmaceuticals,,,"Baroda, India",India,Married,3.0,"Bachelor of Arts/Science, Baroda University; Master of Business Administration, Seton Hall University",1.0,1.0,0.0,0.0,0
+2133,Anant Asavabhokhin,anant-asavabhokhin-1,1.3,72.0,8,Thailand,Real estate,Real Estate,73.0,"Real estate, Self Made",,,"Bangkok, Thailand",Thailand,Married,3.0,,,,,,1
+2133,Roman Avdeev,roman-avdeev,1.3,55.0,6,Russia,"Banking, development",Finance & Investments,56.0,"Banking, development, Self Made",,,"Moscow, Russia",Russia,Married,23.0,"Bachelor of Science in Engineering, Moscow International University of Business and Information Technologies",1.0,0.0,0.0,0.0,1
+2133,Ziv Aviram,ziv-aviram,1.3,64.0,7,Israel,Automotive technology,Automotive,64.0,"Automotive technology, Self Made",,,"Mevaseret Zion, Israel",Israel,,,,,,,,1
+2133,Sachin Bansal,sachin-bansal,1.3,41.0,5,India,Flipkart,Fashion & Retail,42.0,"Flipkart, Self Made",,,"Bangalore, India",India,Married,1.0,"Bachelor of Science in Engineering, Indian Institute of Technology",1.0,0.0,0.0,0.0,1
+2133,Kiki Barki,kiki-barki,1.3,83.0,9,Indonesia,Coal,Energy,83.0,"Coal, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,4.0,"Bachelor of Science in Engineering, Beijing University",1.0,0.0,0.0,0.0,1
+2133,Elena Baturina,elena-baturina,1.3,60.0,6,Russia,"Investments, real estate",Construction & Engineering,60.0,"Investments, real estate, Self Made",,,"London, United Kingdom",Russia,Widowed,2.0,"Bachelor of Arts/Science, State University of Management",1.0,0.0,0.0,0.0,1
+2133,Banwari Lal Bawri,banwari-lal-bawri,1.3,70.0,7,India,Pharmaceuticals,Healthcare,70.0,"Pharmaceuticals, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+2133,Othman Benjelloun & family,othman-benjelloun,1.3,90.0,9,Morocco,"Banking, insurance",Finance & Investments,90.0,"Banking, insurance",,,"Casablanca, Morocco",Morocco,Married,2.0,"Diploma, Ecole Polytechnique de Lausanne",0.0,0.0,0.0,0.0,0
+2133,Hari Bhartia,hari-bhartia,1.3,66.0,7,India,Diversified,Diversified,66.0,Diversified,,,"Delhi, India",India,Married,2.0,"Bachelor of Engineering, Indian Institute of Technology Delhi",1.0,0.0,0.0,0.0,0
+2133,Shyam Bhartia,shyam-bhartia,1.3,70.0,7,India,"Pharmaceuticals, food",Healthcare,70.0,"Pharmaceuticals, food",,,"Delhi, India",India,Married,2.0,,,,,,0
+2133,Stewart Butterfield,stewart-butterfield,1.3,50.0,5,Canada,Messaging software,Technology,50.0,"Messaging software, Self Made",,,"Aspen, Colorado",Canada,Married,1.0,"Master of Philosophy, University of Cambridge; Bachelor of Arts/Science, University of Victoria",1.0,1.0,0.0,0.0,1
+2133,Cai Mingtong,cai-mingtong,1.3,71.0,8,China,Electronic components,Technology,71.0,"Electronic components, Self Made",,,"Quanzhou, China",China,Married,,,,,,,1
+2133,Anthony Casalena,anthony-casalena,1.3,40.0,4,United States,Software,Technology,41.0,"Software, Self Made",,,"Monkton, Maryland",United States,Single,,,,,,,1
+2133,Chang Jianming & family,chang-jianming,1.3,58.0,6,China,Industrial equipment,Manufacturing,58.0,"Industrial equipment, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+2133,Richard Chang,richard-chang,1.3,76.0,8,Taiwan,"Real estate, electronics",Real Estate,76.0,"Real estate, electronics, Self Made",,,"Taipei, Taiwan",Taiwan,,,,,,,,1
+2133,Chen Xuehua,chen-xuehua,1.3,62.0,7,China,Minerals processing,Metals & Mining,62.0,"Minerals processing, Self Made",,,"Tongxiang, China",China,,,,,,,,1
+2133,Chen Yin,chen-yin,1.3,50.0,5,China,Power tools,Manufacturing,50.0,"Power tools, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2133,Chin Jong Hwa,chin-jong-hwa,1.3,64.0,7,Taiwan,Auto parts,Automotive,65.0,"Auto parts, Self Made",,,"Taoyuan, Taiwan",Taiwan,Married,2.0,"Diploma, China University of Technology",0.0,0.0,0.0,0.0,1
+2133,R. Marcelo Claure,r-marcelo-claure,1.3,52.0,6,United States,Cell phone distribution,Telecom,52.0,"Cell phone distribution, Self Made",,,"Miami Beach, Florida",United States,Married,6.0,,,,,,1
+2133,Alberto Cortina,alberto-cortina,1.3,77.0,8,Spain,Investments,Finance & Investments,77.0,"Investments, Self Made",,,"Madrid, Spain",Spain,Married,4.0,"Doctor of Jurisprudence, Universidad Complutense de Madrid",0.0,0.0,0.0,0.0,1
+2133,Eduardo Costantini,eduardo-costantini,1.3,76.0,8,Argentina,Real estate,Real Estate,76.0,"Real estate, Self Made",,,"Buenos Aires, Argentina",Argentina,Married,7.0,,,,,,1
+2133,Wenjun Dai,wenjun-dai,1.3,54.0,6,China,Food,Food & Beverage,55.0,"Food, Self Made",,,"Changsha, China",China,,,,,,,,1
+2133,Anand Deshpande,anand-deshpande,1.3,60.0,6,India,Technology,Technology,61.0,"Technology, Self Made",,,"Pune, India",India,Married,2.0,"Bachelor of Technology, Indian Institute of Technology (IIT) Kharagpur, India; Ph.D, Indiana University - Bloomington",1.0,0.0,0.0,0.0,1
+2133,Aydin Dogan,aydin-dogan,1.3,86.0,9,Turkey,Media,Media & Entertainment,87.0,"Media, Self Made",,,"Istanbul, Turkey",Turkey,Married,4.0,,,,,,1
+2133,Annalisa Doris,annalisa-doris,1.3,52.0,6,Italy,Financial services,Finance & Investments,53.0,Financial services,,,"Segrate, Italy",Italy,Married,,"Bachelor of Arts/Science, University of Milan",1.0,0.0,0.0,0.0,0
+2133,Massimo Doris,massimo-doris,1.3,55.0,6,Italy,Financial services,Finance & Investments,56.0,Financial services,,,"Milan, Italy",Italy,Married,2.0,"Bachelor of Arts/Science, University of Milan",1.0,0.0,0.0,0.0,0
+2133,Weimin Du,weimin-du,1.3,59.0,6,China,Vaccines,Healthcare,59.0,"Vaccines, Self Made",,,"Shenzhen, China",China,Married,,"Master of Business Administration, Jinan University",0.0,1.0,0.0,0.0,1
+2133,Timothy Dunn & family,timothy-dunn,1.3,67.0,7,United States,Energy,Energy,67.0,"Energy, Self Made",,,"Midland, Texas",United States,Married,6.0,"Bachelor of Science in Engineering, Texas Tech University",1.0,0.0,0.0,0.0,1
+2133,Keiko Erikawa,keiko-erikawa,1.3,74.0,8,Japan,Video games,Media & Entertainment,74.0,"Video games, Self Made",,,"Yokohama City, Japan",Japan,Married,2.0,,,,,,1
+2133,Yoichi Erikawa,yoichi-erikawa,1.3,72.0,8,Japan,Video games,Media & Entertainment,72.0,"Video games, Self Made",,,"Yokohama City, Japan",Japan,Married,2.0,,,,,,1
+2133,Philip Fayer,philip-fayer,1.3,45.0,5,Canada,Online payments,Finance & Investments,45.0,"Online payments, Self Made",,,"Montreal, Canada",Canada,Married,,,,,,,1
+2133,Marvy Finger,marvy-finger,1.3,87.0,9,United States,Real estate,Real Estate,,"Real estate, Self Made",9.0,,,United States,,2.0,"Bachelor of Business Administration, The University of Texas at Austin",1.0,0.0,0.0,0.0,1
+2133,Simona Giorgetta,simona-giorgetta,1.3,45.0,5,Italy,Chemical products,Construction & Engineering,46.0,Chemical products,,,"Milan, Italy",Italy,,,,,,,,0
+2133,Joel Greenberg,joel-greenberg,1.3,65.0,7,United States,"Trading, investments",Finance & Investments,66.0,"Trading, investments, Self Made",,,"Gladwyne, Pennsylvania",United States,Married,3.0,,,,,,1
+2133,He Zhiping,he-zhiping,1.3,59.0,6,China,Investments,Finance & Investments,59.0,"Investments, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+2133,Heikki Herlin,heikki-herlin,1.3,36.0,4,Finland,"Elevators, escalators",Manufacturing,36.0,"Elevators, escalators",,,"Helsinki, Finland",Finland,Single,,,,,,,0
+2133,Hoi Kin Hong,hoi-kin-hong,1.3,70.0,7,Macau,Real estate,Real Estate,70.0,"Real estate, Self Made",,,"Shanghai, China",Macau,Married,2.0,,,,,,1
+2133,Lillyn Teh Li Hua,lillyn-teh-li-hua,1.3,,0,Malaysia,Finance,Finance & Investments,,Finance,,,,Malaysia,,,,,,,,0
+2133,Gregg Hymowitz,gregg-hymowitz,1.3,57.0,6,United States,Asset management,Finance & Investments,57.0,"Asset management, Self Made",,,"New York, New York",United States,Married,6.0,"Doctor of Jurisprudence, Harvard Law School; Bachelor of Arts, State University of New York at Binghamton",1.0,0.0,0.0,0.0,1
+2133,Mitchell Jacobson,mitchell-jacobson,1.3,72.0,8,United States,Industrial equipment,Service,72.0,Industrial equipment,,,"Locust Valley, New York",United States,Married,,"Bachelor of Arts/Science, Brandeis University; Law Degree, New York University",1.0,0.0,0.0,0.0,0
+2133,Anurang Jain,anurang-jain-1,1.3,61.0,7,India,Auto parts,Manufacturing,61.0,"Auto parts, Self Made",,,"Aurangabad, India",India,Married,2.0,,,,,,1
+2133,Jiang Guiting & family,jiang-guiting,1.3,64.0,7,China,Manufacturing,Manufacturing,65.0,"Manufacturing, Self Made",,,"Dezhou, China",China,Married,,,,,,,1
+2133,Jin Xin,jin-xin,1.3,56.0,6,China,Manufacturing,Manufacturing,56.0,"Manufacturing, Self Made",,,"Fuxin, China",China,,,,,,,,1
+2133,Conni Jonsson,conni-jonsson,1.3,62.0,7,Sweden,Asset management,Finance & Investments,63.0,"Asset management, Self Made",,,"Stockholm, Sweden",Sweden,Married,,,,,,,1
+2133,George Joseph,george-joseph,1.3,101.0,11,United States,Insurance,Finance & Investments,101.0,"Insurance, Self Made",,,"Los Angeles, California",United States,Married,5.0,"Bachelor of Arts/Science, Harvard University",1.0,0.0,0.0,0.0,1
+2133,Laurent Junique,laurent-junique,1.3,57.0,6,France,Call centers,Technology,57.0,"Call centers, Self Made",,,"Singapore, Singapore",France,Married,,,,,,,1
+2133,Zbigniew Juroszek & family,zbigniew-juroszek,1.3,60.0,6,Poland,"Real estate, gambling",Diversified,61.0,"Real estate, gambling, Self Made",,,"Cieszyn, Poland",Poland,,,,,,,,1
+2133,Alexander Karp,alexander-karp,1.3,55.0,6,United States,Software firm,Technology,55.0,"Software firm, Self Made",,,"Palo Alto, California",United States,Single,,"Bachelor of Arts/Science, Haverford College; Doctor of Jurisprudence, Stanford University",1.0,0.0,0.0,0.0,1
+2133,Joe Kiani,joe-kiani,1.3,58.0,6,United States,Medical devices,Healthcare,58.0,"Medical devices, Self Made",,,"Irvine, California",United States,Married,3.0,"Bachelor of Engineering, San Diego State University; Master of Science in Engineering, San Diego State University",1.0,1.0,0.0,0.0,1
+2133,Seth Klarman,seth-klarman,1.3,65.0,7,United States,Investments,Finance & Investments,66.0,"Investments, Self Made",,,"Chestnut Hill, Massachusetts",United States,Married,,"Bachelor of Arts/Science, Cornell University; Master of Business Administration, Harvard University",1.0,1.0,0.0,0.0,1
+2133,Kagemasa Kozuki,kagemasa-kozuki,1.3,82.0,9,Japan,Video games,Technology,82.0,"video games, Self Made",,,"Tokyo, Japan",Japan,Married,2.0,"Bachelor of Arts/Science, Kansai University",1.0,0.0,0.0,0.0,1
+2133,Michael Krasny,michael-krasny,1.3,69.0,7,United States,Retail,Technology,70.0,"Retail, Self Made",,,"Highland Park, Illinois",United States,Married,1.0,"Bachelor of Arts/Science, University of Illinois, Urbana-Champaign",1.0,0.0,0.0,0.0,1
+2133,Eduard Kucera,eduard-kucera,1.3,70.0,7,Czech Republic,Software,Technology,70.0,"Software, Self Made",,,"Prague, Czech Republic",Czech Republic,Married,2.0,,,,,,1
+2133,Kristo Käärmann,kristo-kaarmann,1.3,42.0,5,Estonia,"Payments, banking",Finance & Investments,42.0,"Payments, banking, Self Made",,,"London, United Kingdom",Estonia,Married,,"Masters in Computer Engineering, University of Tartu",0.0,1.0,0.0,0.0,1
+2133,Gary Lauder,gary-lauder,1.3,60.0,6,United States,Estée Lauder,Fashion & Retail,61.0,Estée Lauder,3.0,,"Atherton, California",United States,Married,2.0,"Master of Business Administration, Stanford Business School; Bachelor of Arts/Science, University of Pennsylvania",1.0,1.0,0.0,0.0,0
+2133,Lee Hae-jin,lee-hae-jin,1.3,55.0,6,South Korea,Internet,Technology,56.0,"Internet, Self Made",,,"Seoul, South Korea",South Korea,Married,2.0,"Master of Science, Korea Advanced Institute of Science and Technology; Bachelor of Arts/Science, Seoul National University",1.0,1.0,0.0,0.0,1
+2133,Art Levinson,art-levinson,1.3,73.0,8,United States,"Genentech, Apple",Diversified,73.0,"Genentech, Apple, Self Made",,,"Hillsborough, California",United States,,,"Doctorate, Princeton University; Bachelor of Science, University of Washington",1.0,0.0,1.0,0.0,1
+2133,Li Denghai,li-denghai,1.3,73.0,8,China,Seed production,Food & Beverage,73.0,"Seed production, Self Made",,,"Laizhou, China",China,Married,,,,,,,1
+2133,Fengluan Li,fengluan-li,1.3,61.0,7,China,"Steel, diversified",Diversified,61.0,"Steel, diversified, Self Made",,,"Ruzhou, China",China,Married,,"Associate in Arts/Science, Henan Normal University; EMBA, Peking University",0.0,0.0,0.0,0.0,1
+2133,Li Yongqing,li-yongqing,1.3,58.0,6,China,Petro Firbe,Manufacturing,59.0,"Petro Firbe, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+2133,Li Zhigang,li-zhigang,1.3,46.0,5,China,Machinery,Manufacturing,47.0,"Machinery, Self Made",,,"Wuhan, China",China,,,,,,,,1
+2133,Liu Gexin & family,liu-gexin,1.3,71.0,8,China,Pharmaceuticals,Healthcare,72.0,"Pharmaceuticals, Self Made",,,"Chengdu, China",China,Married,1.0,"Medical Doctor, Chongqing Universtiy",0.0,0.0,0.0,0.0,1
+2133,Itamar Locks & family,itamar-locks,1.3,68.0,7,Brazil,Agribusiness,Food & Beverage,68.0,Agribusiness,,,"Rondonopolis, Brazil",Brazil,Married,3.0,,,,,,0
+2133,Lu Hongyan,lu-hongyan,1.3,45.0,5,China,Online games,Media & Entertainment,46.0,"Online games, Self Made",,,"Xiamen, China",China,,,,,,,,1
+2133,Lv Jianming,lv-jianming,1.3,58.0,6,Hong Kong,Medical equipment,Healthcare,58.0,"Medical equipment, Self Made",,,"Hangzhou, China",Hong Kong,,,,,,,,1
+2133,Blairo Maggi,blairo-maggi,1.3,66.0,7,Brazil,Agribusiness,Food & Beverage,67.0,Agribusiness,,,"Cuiaba, Brazil",Brazil,Married,3.0,,,,,,0
+2133,Yasseen Mansour,yasseen-mansour,1.3,61.0,7,Egypt,Diversified,Diversified,62.0,"Diversified, Self Made",,,"Cairo, Egypt",Egypt,Married,4.0,"Bachelor of Arts/Science, George Washington University",1.0,0.0,0.0,0.0,1
+2133,Charlwin Mao,charlwin-mao,1.3,,0,China,E-commerce,Fashion & Retail,,"E-commerce, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2133,George Marcus,george-marcus,1.3,81.0,9,United States,Real estate,Real Estate,82.0,"Real estate, Self Made",,,"Los Altos Hills, California",United States,,,"Bachelor of Arts/Economics, San Francisco State",1.0,0.0,0.0,0.0,1
+2133,Yves-Loic Martin,yves-loic-martin,1.3,57.0,6,France,Laboratory services,Healthcare,57.0,"Laboratory services, Self Made",,,"Nantes, France",France,,,,,,,,1
+2133,Carsten Maschmeyer,carsten-maschmeyer,1.3,63.0,7,Germany,Finance services,Finance & Investments,64.0,"Finance services, Self Made",,,"Munich, Germany",Germany,Married,2.0,,,,,,1
+2133,Lillian Teh Li Ming,lillian-teh-li-ming,1.3,,0,Malaysia,Banking,Finance & Investments,,Banking,,,,Malaysia,,,,,,,,0
+2133,Martin Moller Nielsen,martin-moller-nielsen,1.3,58.0,6,Denmark,Aircraft leasing,Logistics,59.0,"Aircraft leasing, Self Made",,,"Lugano, Switzerland",Denmark,Single,,,,,,,1
+2133,Jahm Najafi,jahm-najafi,1.3,60.0,6,United States,Investments,Finance & Investments,60.0,"Investments, Self Made",,,"Paradise Valley, Arizona",United States,Married,3.0,"Bachelor of Arts/Economics, University of California Berkeley",1.0,0.0,0.0,0.0,1
+2133,Randal Nardone,randal-nardone,1.3,67.0,7,United States,"Investments, energy",Finance & Investments,68.0,"Investments, energy, Self Made",,,"New York, New York",United States,Married,1.0,"Doctor of Jurisprudence, Boston University; Bachelor of Arts/Science, University of Connecticut",1.0,0.0,0.0,0.0,1
+2133,Nguyen Dang Quang,nguyen-dang-quang,1.3,59.0,6,Vietnam,"Consumer products, banking",Food & Beverage,60.0,"Consumer products, banking, Self Made",,,"Ho Chi Minh City, Vietnam",Vietnam,Married,3.0,,,,,,1
+2133,Kazuo Okada,kazuo-okada,1.3,80.0,8,Japan,Casinos,Gambling & Casinos,80.0,"casinos, Self Made",,,"Tokyo, Japan",Japan,Married,3.0,,,,,,1
+2133,John Oyler,john-oyler,1.3,55.0,6,United States,Biotech,Healthcare,55.0,"Biotech, Self Made",,,Nevada,United States,Married,,"Bachelor of Arts/Science, Massachusetts Institute of Technology; Master of Business Administration, Stanford Graduate School of Business",1.0,1.0,0.0,0.0,1
+2133,William Teh Lee Pang,william-teh-lee-pang,1.3,,0,Malaysia,Banking,Finance & Investments,,Banking,,,,Malaysia,,,,,,,,0
+2133,George Pedersen & family,george-pedersen,1.3,87.0,9,United States,Defense contractor,Manufacturing,88.0,"Defense contractor, Self Made",,,"McLean, Virginia",United States,Married,3.0,,,,,,1
+2133,Qu Miranda,qu-miranda,1.3,38.0,4,China,E-commerce,Fashion & Retail,38.0,"E-commerce, Self Made",,,"Shanghai, China",China,,,"Bachelor of Arts/Science, Beijing Foreign Studies University",1.0,0.0,0.0,0.0,1
+2133,Jupally Rameshwar Rao,jupally-rameshwar-rao,1.3,67.0,7,India,Real estate,Real Estate,67.0,"Real estate, Self Made",,,"Hyderabad, India",India,Married,4.0,,,,,,1
+2133,G. M. Rao,g-m-rao,1.3,72.0,8,India,Infrastructure,Logistics,73.0,"Infrastructure, Self Made",,,"Bangalore, India",India,Married,3.0,"Bachelor of Arts/Science, Andhra University",1.0,0.0,0.0,0.0,1
+2133,P.V. Ramprasad Reddy,pv-ramprasad-reddy,1.3,65.0,7,India,Pharmaceuticals,Healthcare,65.0,"Pharmaceuticals, Self Made",,,"Hyderabad, India",India,Married,2.0,,,,,,1
+2133,Satish Reddy,satish-reddy,1.3,55.0,6,India,Pharmaceuticals,Healthcare,56.0,Pharmaceuticals,,,"Hyderabad, India",India,Married,2.0,"Bachelor of Science in Engineering, Osmania University; Master of Science, Purdue University",1.0,1.0,0.0,0.0,0
+2133,Fernando Roig,fernando-roig,1.3,75.0,8,Spain,Supermarkets,Fashion & Retail,76.0,Supermarkets,,,"Valencia, Spain",Spain,Married,2.0,,,,,,0
+2133,Igor Rotenberg,igor-rotenberg,1.3,49.0,5,Russia,"Investments, real estate",Diversified,50.0,"Investments, real estate, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master, Higher School of Privatization and Business",0.0,1.0,0.0,0.0,1
+2133,Seifeddin Rustamov,seifeddin-rustamov,1.3,60.0,6,Russia,Chemicals,Manufacturing,61.0,"Chemicals, Self Made",,,Virginia,Russia,Married,3.0,,,,,,1
+2133,Deniz Sahenk,deniz-sahenk,1.3,77.0,8,Turkey,Diversified,Diversified,78.0,Diversified,,,"Istanbul, Turkey",Turkey,Widowed,2.0,,,,,,0
+2133,Nobutada Saji,nobutada-saji,1.3,77.0,8,Japan,Beverages,Food & Beverage,77.0,Beverages,,,"Tokyo, Japan",Japan,Married,,"Master of Business Administration, Anderson School of Management",0.0,1.0,0.0,0.0,0
+2133,Hajime Satomi,hajime-satomi,1.3,81.0,9,Japan,"Video games, pachinko",Gambling & Casinos,81.0,"video games, pachinko, Self Made",,,"Tokyo, Japan",Japan,Married,3.0,,,,,,1
+2133,James Scapa,james-scapa,1.3,66.0,7,United States,Software,Technology,66.0,"Software, Self Made",,,"Atherton, California",United States,Married,4.0,"Bachelor of Arts/Science, Columbia University; Master of Business Administration, University of Michigan",1.0,1.0,0.0,0.0,1
+2133,Stephan Schnabel,stephan-schnabel,1.3,48.0,5,Germany,Chemicals,Manufacturing,48.0,Chemicals,,,,Germany,,,,,,,,0
+2133,Devi Shetty,devi-shetty,1.3,70.0,7,India,Healthcare,Healthcare,70.0,"Healthcare, Self Made",,,"Bangalore, India",India,Married,4.0,"Medical Doctor, University of Mysore",0.0,0.0,0.0,0.0,1
+2133,Albert Shigaboutdinov,albert-shigaboutdinov,1.3,70.0,7,Russia,"Refinery, chemicals",Diversified,70.0,"Refinery, chemicals, Self Made",,,"Kazan, Russia",Russia,Married,2.0,"Master of Science in Engineering, Kazan State Technical University",0.0,1.0,0.0,0.0,1
+2133,Diana Teh Li Shing,diana-teh-li-shing,1.3,,0,Malaysia,Banking,Finance & Investments,,Banking,,,,Malaysia,,,,,,,,0
+2133,Denis Shtengelov,denis-shtengelov,1.3,50.0,5,Russia,"Food, retail",Food & Beverage,51.0,"Food, retail, Self Made",,,"Gold Coast, Australia",Russia,Married,3.0,"Master of Science, Tomsk State University",0.0,1.0,0.0,0.0,1
+2133,Fei Song,fei-song,1.3,56.0,6,China,Machinery,Manufacturing,56.0,"Machinery, Self Made",,,"Yantai, China",China,Married,,,,,,,1
+2133,Hal Steinbrenner,hal-steinbrenner,1.3,54.0,6,United States,Sports,Sports,54.0,Sports,,,"Tampa, Florida",United States,Married,1.0,"Masters in Finance, University of Florida; Bachelor of Science, Williams College",1.0,1.0,0.0,0.0,0
+2133,Jessica Steinbrenner,jessica-steinbrenner,1.3,59.0,6,United States,Sports,Sports,59.0,Sports,,,"Tampa, Florida",United States,Divorced,4.0,Sweet Briar College,0.0,0.0,0.0,0.0,0
+2133,Jennifer Steinbrenner Swindal,jennifer-steinbrenner-swindal,1.3,63.0,7,United States,Sports,Sports,64.0,Sports,,,"Tampa, Florida",United States,Married,2.0,The University of North Carolina at Chapel Hill,0.0,0.0,0.0,0.0,0
+2133,Konstantin Strukov & family,konstantin-strukov,1.3,64.0,7,Russia,"Gold, coal mining",Metals & Mining,64.0,"Gold, coal mining, Self Made",,,"Chelyabinsk, Russia",Russia,Married,2.0,"Master of Science, Magnitogorsk Mining and Metallurgical Institute",0.0,1.0,0.0,0.0,1
+2133,Rustem Sulteev,rustem-sulteev,1.3,69.0,7,Russia,"Refinery, chemicals",Energy,69.0,"Refinery, chemicals, Self Made",,,"Kazan, Russia",Russia,Married,2.0,"Master of Science in Engineering, Kazan Institute of Civil Engineering",0.0,1.0,0.0,0.0,1
+2133,Clemens Toennies,clemens-toennies,1.3,66.0,7,Germany,Meat processing,Food & Beverage,67.0,"Meat processing, Self Made",,,"Rheda-Wiedenbrück, Germany",Germany,,,,,,,,1
+2133,Robert Toennies,robert-toennies,1.3,44.0,5,Germany,Meat processing,Food & Beverage,45.0,Meat processing,,,"Rheda-Wiedenbrück, Germany",Germany,,,,,,,,0
+2133,John Van Lieshout,john-van-lieshout,1.3,77.0,8,Australia,Real estate,Real Estate,77.0,"Real estate, Self Made",,,"Brisbane, Australia",Australia,Married,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+2133,Pongsak Viddayakorn,pongsak-viddayakorn,1.3,89.0,9,Thailand,Hospitals,Healthcare,89.0,"Hospitals, Self Made",,,"Bangkok, Thailand",Thailand,Married,2.0,"Medical Doctor, Mahidol University",0.0,0.0,0.0,0.0,1
+2133,Wang Jianguo,wang-jianguo-1,1.3,63.0,7,China,Retail,Fashion & Retail,63.0,"Retail, Self Made",,,"Nanjing, China",China,,,,,,,,1
+2133,Junjin Wang,junjin-wang,1.3,54.0,6,China,Airline,Service,54.0,"Airline, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2133,Wang Mingwang,wang-mingwang,1.3,55.0,6,China,Electronics components,Manufacturing,56.0,"Electronics components, Self Made",,,"Shenzhen, China",China,Married,,"EMBA, Sun Yat-sen University",0.0,0.0,0.0,0.0,1
+2133,Wei Lidong & family,wei-lidong,1.3,47.0,5,China,Software,Technology,47.0,"Software, Self Made",,,"Shanghai, China",China,,,"Bachelor of Arts/Science, Zhejiang University",1.0,0.0,0.0,0.0,1
+2133,Myron Wentz,myron-wentz,1.3,83.0,9,St. Kitts and Nevis,Health products,Fashion & Retail,83.0,"Health products, Self Made",,,"Grand Cayman, Cayman Islands",St. Kitts and Nevis,Married,3.0,,,,,,1
+2133,Wu Xiaoge,wu-xiaoge,1.3,50.0,5,China,Battery components,Manufacturing,50.0,"Battery components, Self Made",,,"Chengdu, China",China,Married,,"Master of Business Administration, Tsinghua University",0.0,1.0,0.0,0.0,1
+2133,Wu Xushun & family,wu-xushun,1.3,74.0,8,China,Internet,Diversified,75.0,"Internet, Self Made",,,"Wuhu, China",China,,,,,,,,1
+2133,Xiong Xiaochuan,xiong-xiaochuan,1.3,57.0,6,China,Medical devices,Healthcare,57.0,"Medical devices, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+2133,Xu Shaochun,xu-shaochun,1.3,60.0,6,China,Software,Technology,60.0,"Software, Self Made",,,"Shenzhen, China",China,,,"EMBA, China Europe International Business School; Bachelor of Science, Southeast University",1.0,0.0,0.0,0.0,1
+2133,Yan Jane & family,yan-jane,1.3,53.0,6,China,Software,Technology,54.0,"Software, Self Made",,,"Beijing, China",China,Married,,"Bachelor of Arts/Science, Fudan University; Doctorate in Pedagogical Sciences, University of Pennsylvania",1.0,0.0,1.0,0.0,1
+2133,Zeng Chaoyi,zeng-chaoyi,1.3,54.0,6,China,Aluminum products,Manufacturing,54.0,"Aluminum products, Self Made",,,"Changsha, China",China,,,,,,,,1
+2133,Peng Zhao,peng-zhao,1.3,52.0,6,China,Online recruitment,Service,52.0,"Online recruitment, Self Made",,,"Beijing, China",China,,,"Bachelor of Law, Peking University",1.0,0.0,0.0,0.0,1
+2133,Zhao Tongtong,zhao-tongtong-1,1.3,56.0,6,Canada,Hotels,Service,56.0,"Hotels, Self Made",,,"Hong Kong, Hong Kong",Canada,,,"Master of Business Administration, McGill Univeristy",0.0,1.0,0.0,0.0,1
+2133,Kostyantin Zhevago,kostyantin-zhevago,1.3,49.0,5,Ukraine,Mining,Metals & Mining,49.0,"Mining, Self Made",,,"Kiev, Ukraine",Ukraine,Married,2.0,"Bachelor of Arts/Science, Kiev State Economic University",1.0,0.0,0.0,0.0,1
+2133,Zong Yanmin,zong-yanmin,1.3,,0,China,Semiconductor materials,Manufacturing,,"Semiconductor materials, Self Made",,,"Jinan, China",China,,,,,,,,1
+2259,Sanjay Agarwal,sanjay-agarwal,1.2,52.0,6,India,Banking,Finance & Investments,52.0,"Banking, Self Made",,,"Jaipur, India",India,Married,2.0,"Chartered Accountant, Institute of Chartered Accountants of India",0.0,0.0,0.0,0.0,1
+2259,Hamad bin Jassim bin Jaber Al Thani,hamad-bin-jassim-bin-jaber-al-thani,1.2,63.0,7,Qatar,Investments,Finance & Investments,63.0,Investments,,,"Doha, Qatar",Qatar,Married,,,,,,,0
+2259,Joao Alves de Queiroz Filho,joao-alves-de-queiroz-filho,1.2,70.0,7,Brazil,Pharmaceuticals,Diversified,70.0,"Pharmaceuticals, Self Made",,,"São Paulo, Brazil",Brazil,Divorced,3.0,"Bachelor of Arts/Science, Faculdade Dom Pedro II",1.0,0.0,0.0,0.0,1
+2259,Jose Maria Aristrain,jose-maria-aristrain,1.2,60.0,6,Spain,Steel,Metals & Mining,60.0,Steel,,,"Gstaad, Switzerland",Spain,Married,1.0,,,,,,0
+2259,Michael Arougheti,michael-arougheti,1.2,50.0,5,United States,Finance,Finance & Investments,50.0,"Finance, Self Made",,,"Nyack, New York",United States,Married,,"Bachelor of Arts, Yale University",1.0,0.0,0.0,0.0,1
+2259,Tope Awotona,tope-awotona,1.2,41.0,5,United States,Software,Technology,42.0,"Software, Self Made",,,"Atlanta, Georgia",United States,Married,,"Bachelor of Business Administration, The University Of Georgia",1.0,0.0,0.0,0.0,1
+2259,Mehmet Aydinlar,mehmet-aydinlar,1.2,66.0,7,Turkey,Hospitals,Healthcare,67.0,"Hospitals, Self Made",,,"Istanbul, Turkey",Turkey,Married,1.0,,,,,,1
+2259,Danna Azrieli,danna-azrieli,1.2,55.0,6,Israel,Real estate,Real Estate,56.0,Real estate,,,"Herzliya, Israel",Israel,,,,,,,,0
+2259,Naomi Azrieli,naomi-azrieli,1.2,57.0,6,Canada,Real estate,Real Estate,57.0,Real estate,,,"Toronto, Canada",Canada,,,,,,,,0
+2259,Sharon Azrieli,sharon-azrieli,1.2,62.0,7,Canada,Real estate,Real Estate,63.0,Real estate,,,"Montreal, Canada",Canada,,,,,,,,0
+2259,Bai Houshan,bai-houshan,1.2,59.0,6,China,Lithium battery,Energy,59.0,"Lithium battery, Self Made",,,"Ningbo, China",China,,,,,,,,1
+2259,Thomas Bailey,thomas-bailey,1.2,86.0,9,United States,Money management,Finance & Investments,86.0,"Money management, Self Made",,,"Aspen, Colorado",United States,Divorced,2.0,"Bachelor of Arts/Science, Michigan State University; Master of Business Administration, University of Western Ontario",1.0,1.0,0.0,0.0,1
+2259,Bernhard Braun-Luedicke,bernhard-braun-luedicke,1.2,46.0,5,Germany,Medical technology,Healthcare,46.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2259,Eva Maria Braun-Luedicke,eva-maria-braun-luedicke,1.2,36.0,4,Germany,Medical technology,Healthcare,36.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2259,Friederike Braun-Luedicke,friederike-braun-luedicke,1.2,39.0,4,Germany,Medical technology,Healthcare,39.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2259,Jeffrey Cheah,jeffrey-cheah,1.2,78.0,8,Malaysia,"Property, healthcare",Real Estate,78.0,"Property, healthcare, Self Made",,,"Kuala Lumpur, Malaysia",Malaysia,Married,3.0,"Bachelor of Arts/Science, Victoria University",1.0,0.0,0.0,0.0,1
+2259,Chen Xianbao & family,chen-xianbao,1.2,63.0,7,China,Food,Food & Beverage,64.0,"Food, Self Made",,,"Hefei, China",China,Married,,,,,,,1
+2259,Cheng Xianfeng,cheng-xianfeng,1.2,54.0,6,China,Pharmaceuticals,Healthcare,54.0,"Pharmaceuticals, Self Made",,,"Hefei, China",China,,,,,,,,1
+2259,Chung Yong-jin,chung-yong-jin,1.2,54.0,6,South Korea,Retail,Fashion & Retail,54.0,Retail,,,"Seoul, South Korea",South Korea,Married,4.0,"Bachelor of Arts/Science, Brown University",1.0,0.0,0.0,0.0,0
+2259,Darwin Deason,darwin-deason,1.2,82.0,9,United States,Software,Service,83.0,"Software, Self Made",,,"Dallas, Texas",United States,Divorced,3.0,"Diploma, High School",0.0,0.0,0.0,0.0,1
+2259,Diego Della Valle,diego-della-valle,1.2,69.0,7,Italy,Shoes,Fashion & Retail,69.0,Shoes,,,"Sant'' Elpidio A Mare, Italy",Italy,Married,2.0,,,,,,0
+2259,Ashwin Desai,ashwin-desai,1.2,71.0,8,India,Specialty chemicals,Manufacturing,71.0,"Specialty chemicals, Self Made",,,"Surat, India",India,Married,2.0,"Bachelor of Engineering, Mumbai University",1.0,0.0,0.0,0.0,1
+2259,Richard Desmond,richard-desmond,1.2,71.0,8,United Kingdom,Publishing,Media & Entertainment,71.0,"Publishing, Self Made",,,"London, United Kingdom",United Kingdom,Married,3.0,,,,,,1
+2259,Ding Shui Po,ding-shui-po,1.2,52.0,6,China,"Sneakers, sportswear",Fashion & Retail,52.0,"Sneakers, sportswear",,,"Quanzhou, China",China,,,,,,,,0
+2259,Sefik Yilmaz Dizdar,sefik-yilmaz-dizdar,1.2,85.0,9,Turkey,Fashion retail,Fashion & Retail,85.0,"Fashion retail, Self Made",,,"Istanbul, Turkey",Turkey,Married,,,,,,,1
+2259,Mathias Doepfner,mathias-doepfner,1.2,60.0,6,Germany,Media,Media & Entertainment,60.0,Media,,,"Potsdam, Germany",Germany,,,,,,,,0
+2259,Farhad Ebrahimi,farhad-ebrahimi,1.2,84.0,9,United States,Solar panels,Manufacturing,84.0,"Solar panels, Self Made",,,"Denver, Colorado",United States,Married,2.0,,,,,,1
+2259,Jose Roberto Ermirio de Moraes,jose-roberto-ermirio-de-moraes,1.2,65.0,7,Brazil,Diversified,Diversified,65.0,Diversified,,,"Sao Paulo, Brazil",Brazil,Married,3.0,,,,,,0
+2259,Jose Ermirio de Moraes Neto,jose-ermirio-de-moraes-neto,1.2,70.0,7,Brazil,Diversified,Diversified,71.0,Diversified,,,"Sao Paulo, Brazil",Brazil,Married,3.0,"Master of Business Administration, Fundacao Getulio Vargas",0.0,1.0,0.0,0.0,0
+2259,Fang Hongbo,fang-hongbo,1.2,56.0,6,China,Home appliances,Manufacturing,56.0,"Home appliances, Self Made",,,"Shunde, China",China,,,,,,,,1
+2259,David Feffer,david-feffer,1.2,66.0,7,Brazil,Pulp and paper,Manufacturing,66.0,Pulp and paper,,,"São Paulo, Brazil",Brazil,Married,,"Law Degree, Universidade Presbiteriana Mackenzie",0.0,0.0,0.0,0.0,0
+2259,Zsolt Felcsuti,zsolt-felcsuti,1.2,51.0,6,Hungary,Manufacturing,Manufacturing,52.0,"Manufacturing, Self Made",,,Hungary,Hungary,Married,2.0,,,,,,1
+2259,Ben Francis,ben-francis-1,1.2,30.0,3,United Kingdom,Fitness clothing,Fashion & Retail,31.0,"Fitness clothing, Self Made",,,"Birmingham, United Kingdom",United Kingdom,,,"Drop Out, Aston University",0.0,0.0,0.0,1.0,1
+2259,Gary Friedman,gary-friedman,1.2,65.0,7,United States,Furniture retail,Fashion & Retail,66.0,"Furniture retail, Self Made",9.0,,"Belvedere, California",United States,In Relationship,2.0,"Drop Out, Santa Rosa Junior College",0.0,0.0,0.0,1.0,1
+2259,Dan Gertler,dan-gertler,1.2,49.0,5,Israel,Mining,Metals & Mining,49.0,Mining,,,"Bnei Brak, Israel",Israel,Married,11.0,"Diploma, High School",0.0,0.0,0.0,0.0,0
+2259,Balkrishan Goenka,balkrishan-goenka,1.2,56.0,6,India,Textiles,Manufacturing,57.0,"Textiles, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+2259,Lawrence Golub,lawrence-golub,1.2,63.0,7,United States,Private equity,Finance & Investments,63.0,"Private equity, Self Made",7.0,,"New York, New York",United States,,,"Master of Business Administration, Harvard Business School; Bachelor of Arts/Science, Harvard College; Doctor of Jurisprudence, Harvard Law School",1.0,1.0,0.0,0.0,1
+2259,Saroj Rani Gupta,saroj-rani-gupta,1.2,72.0,8,India,Steel tubes,Manufacturing,73.0,"Steel tubes, Self Made",,,"Delhi, India",India,Widowed,3.0,,,,,,1
+2259,Anthony Hall,anthony-hall,1.2,67.0,7,Australia,Technology,Technology,68.0,"Technology, Self Made",,,"Melbourne, Australia",Australia,,,"Bachelor of Arts/Science, La Trobe University; Master of Arts/Science, La Trobe University",1.0,1.0,0.0,0.0,1
+2259,Fahed Hariri,fahed-hariri,1.2,42.0,5,Lebanon,"Construction, investments",Construction & Engineering,42.0,"Construction, investments",,,"London, United Kingdom",Lebanon,Married,3.0,,,,,,0
+2259,Richard Hayne,richard-hayne,1.2,75.0,8,United States,Urban Outfitters,Fashion & Retail,75.0,"Urban Outfitters, Self Made",9.0,,,,,,,,,,,1
+2259,Michael Heine,michael-heine,1.2,73.0,8,Australia,Financial services,Finance & Investments,73.0,"Financial services, Self Made",,,"Melbourne, Australia",Australia,,2.0,,,,,,1
+2259,Orion Hindawi,orion-hindawi,1.2,43.0,5,United States,Software,Technology,43.0,"Software, Self Made",,,"Seattle, Washington",United States,Married,2.0,"Drop Out, University of California, Berkeley",0.0,0.0,0.0,1.0,1
+2259,Lawrence Ho,lawrence-ho,1.2,46.0,5,Hong Kong,Casinos,Gambling & Casinos,46.0,Casinos,,,"Hong Kong, Hong Kong",Hong Kong,Married,1.0,"Bachelor of Arts/Science, University of Toronto",1.0,0.0,0.0,0.0,0
+2259,Huang Guanlin,huang-guanlin,1.2,58.0,6,China,"Textiles, apparel",Fashion & Retail,58.0,"Textiles, apparel, Self Made",,,"Ningbo, China",China,,,"Bachelor of Engineering, Zhejiang University of Technology",1.0,0.0,0.0,0.0,1
+2259,Sam Hupert,sam-hupert,1.2,68.0,7,Australia,Technology,Technology,68.0,"Technology, Self Made",,,"Melbourne, Australia",Australia,Married,3.0,"Medical Doctor, Monash University",0.0,0.0,0.0,0.0,1
+2259,Mohammed Ibrahim,mohammed-ibrahim,1.2,76.0,8,United Kingdom,Communications,Telecom,77.0,"Communications, Self Made",,,"London, United Kingdom",United Kingdom,Married,2.0,"Bachelor of Arts/Science, University of Alexandria; Ph.D, University of Birmingham; Master, University of Bradford",1.0,1.0,0.0,0.0,1
+2259,Shirley Kao,shirley-kao,1.2,66.0,7,Taiwan,Food & beverage retailing,Food & Beverage,66.0,Food & beverage retailing,,,"Tainan, Taiwan",Taiwan,Married,3.0,"Bachelor of Arts/Science, Marymount California University",1.0,0.0,0.0,0.0,0
+2259,David Kaplan,david-kaplan,1.2,55.0,6,United States,Finance,Finance & Investments,55.0,"Finance, Self Made",,,"Los Angeles, California",United States,Married,,"Bachelor of Business Administration, University of Michigan",1.0,0.0,0.0,0.0,1
+2259,Kim Kardashian,kim-kardashian,1.2,42.0,5,United States,"Shapewear, cosmetics, reality TV",Fashion & Retail,42.0,"Shapewear, skincare, Self Made",7.0,,"Hidden Hills, California",United States,Divorced,4.0,error,0.0,0.0,0.0,0.0,1
+2259,Ke Guihua,ke-guihua,1.2,57.0,6,China,Auto parts,Manufacturing,57.0,"Auto parts, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2259,Ke Yunfeng & family,ke-yunfeng,1.2,56.0,6,China,Retailing,Healthcare,56.0,"Retailing, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+2259,Alexander Klyachin,alexander-klyachin,1.2,55.0,6,Russia,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Master of Science, Moscow State University",0.0,1.0,0.0,0.0,1
+2259,Christine Knauf,christine-knauf,1.2,,0,Germany,Building materials,Manufacturing,,Building materials,,,"Berlin, Germany",Germany,,,,,,,,0
+2259,Karl Knauf,karl-knauf,1.2,,0,Germany,Building materials,Manufacturing,,Building materials,,,"Iphofen, Germany",Germany,,,,,,,,0
+2259,Suresh Krishna,suresh-krishna,1.2,86.0,9,India,Auto parts,Automotive,86.0,Auto parts,,,"Chennai, India",India,Married,3.0,"Bachelor of Arts/Science, Madras Christian College; Master of Arts, University of Munich; Master of Arts, University of Wisconsin, Madison",1.0,1.0,0.0,0.0,0
+2259,Guy Laliberté,guy-laliberte,1.2,63.0,7,Canada,Cirque du Soleil,Media & Entertainment,63.0,"Cirque du Soleil, Self Made",,,"Montreal, Canada",Canada,In Relationship,5.0,,,,,,1
+2259,Lee Su-jin,lee-su-jin,1.2,45.0,5,South Korea,Hospitality,Technology,45.0,"Hospitality, Self Made",,,South Korea,South Korea,Married,,,,,,,1
+2259,Li Guoqing,li-guoqing,1.2,53.0,6,China,Petro Fibre,Manufacturing,53.0,"Petro Fibre, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+2259,Li Li,li-li-2,1.2,59.0,6,China,Pharmaceuticals,Healthcare,59.0,"Pharmaceuticals, Self Made",,,"Shenzhen, China",China,Married,,"Bachelor of Arts/Science, Sichuan University",1.0,0.0,0.0,0.0,1
+2259,Li Ruiqiang,li-ruiqiang,1.2,43.0,5,China,Medical services,Healthcare,43.0,"Medical services, Self Made",,,"Beijing, China",China,,,"Ph.D, University of Copenhagen",0.0,0.0,0.0,0.0,1
+2259,Zhen Li & family,zhen-li,1.2,59.0,6,China,Lithium batteries,Manufacturing,59.0,"Lithium batteries, Self Made",,,"Hefei, China",China,,,,,,,,1
+2259,Guangwei Liang,guangwei-liang,1.2,59.0,6,China,Conglomerate,Manufacturing,59.0,"Conglomerate, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+2259,Liu Ming Hui,liu-ming-hui,1.2,60.0,6,China,Natural gas distribution,Energy,60.0,"Natural gas distribution, Self Made",,,"Hong Kong, Hong Kong",China,,,"Bachelor of Science, Hebei Normal University; Doctorate, Renmin University of China; Master of Arts, Renmin University of China",1.0,1.0,1.0,0.0,1
+2259,Frederic Luddy,frederic-luddy,1.2,68.0,7,United States,Software,Technology,68.0,"Software, Self Made",,,"San Diego, California",United States,Single,1.0,"Drop Out, Indiana University",0.0,0.0,0.0,1.0,1
+2259,"Cargill MacMillan, III.",cargill-macmillan-iii,1.2,63.0,7,United States,Cargill,Food & Beverage,63.0,Cargill,,,"Boulder, Colorado",United States,,2.0,,,,,,0
+2259,John MacMillan,john-macmillan-1,1.2,73.0,8,United States,Cargill,Food & Beverage,73.0,Cargill,1.0,,"Plymouth, Minnesota",United States,,4.0,,,,,,0
+2259,Martha MacMillan,martha-macmillan,1.2,71.0,8,United States,Cargill,Food & Beverage,71.0,Cargill,1.0,,"Orono, Minnesota",United States,Divorced,5.0,,,,,,0
+2259,William MacMillan,william-macmillan,1.2,68.0,7,United States,Cargill,Food & Beverage,69.0,Cargill,1.0,,"Englewood, Colorado",United States,,,,,,,,0
+2259,Keshub Mahindra,keshub-mahindra,1.2,99.0,10,India,Diversified,Diversified,,Diversified,,,,India,,3.0,"Bachelor of Arts/Science, University of Pennsylvania",1.0,0.0,0.0,0.0,0
+2259,Mao Zhongwu,mao-zhongwu,1.2,60.0,6,China,Manufacturing,Manufacturing,61.0,"Manufacturing, Self Made",,,"Changsha, China",China,Married,,"Bachelor of Arts/Science, National University of Singapore",1.0,0.0,0.0,0.0,1
+2259,Jorge Mas,jorge-mas,1.2,60.0,6,United States,Construction,Construction & Engineering,60.0,Construction,,,"Miami, Florida",United States,Married,3.0,"Master of Business Administration, University of Miami",0.0,1.0,0.0,0.0,0
+2259,Lorinc Meszaros,lorinc-meszaros,1.2,57.0,6,Hungary,Diversified,Diversified,57.0,"Diversified, Self Made",,,"Felcsút, Hungary",Hungary,Married,3.0,,,,,,1
+2259,Jeffrey Michael & family,jeffrey-michael,1.2,66.0,7,United States,Data management,Technology,67.0,"Data management, Self Made",,,"Minnetonka, Minnesota",United States,Married,4.0,,,,,,1
+2259,Alan Miller & family,alan-miller-1,1.2,85.0,9,United States,Healthcare services,Healthcare,86.0,"Healthcare services, Self Made",,,"Lower Merion, Pennsylvania",United States,Married,3.0,"Bachelor of Arts/Economics, College of William & Mary; Master of Business Administration, The Wharton School of the University of Pennsylvania",1.0,1.0,0.0,0.0,1
+2259,Ulrich Mommert & family,ulrich-mommert,1.2,82.0,9,Austria,Lighting,Automotive,82.0,"Lighting, Self Made",,,,Austria,,,,,,,,1
+2259,Neide Helena de Moraes,neide-helena-de-moraes,1.2,68.0,7,Brazil,Diversified,Diversified,68.0,Diversified,,,"Sao Paulo, Brazil",Brazil,Married,2.0,"Bachelor of Arts/Science, Universidade Presbiteriana Mackenzie",1.0,0.0,0.0,0.0,0
+2259,Scott Nuttall,scott-nuttall,1.2,50.0,5,United States,Private equity,Finance & Investments,50.0,"Private equity, Self Made",,,"New York, New York",United States,,,"Bachelor of Science, The Wharton School of the University of Pennsylvania",1.0,0.0,0.0,0.0,1
+2259,Kailashchandra Nuwal,kailashchandra-nuwal,1.2,65.0,7,India,Industrial explosives,Manufacturing,66.0,Industrial explosives,,,,India,Married,2.0,,,,,,0
+2259,Axel Oberwelland & family,axel-oberwelland,1.2,56.0,6,Germany,Candy,Food & Beverage,56.0,Candy,,,"Berlin, Germany",Germany,Married,,,,,,,0
+2259,Jonathan Oringer,jonathan-oringer,1.2,48.0,5,United States,Stock photos,Technology,49.0,"Stock photos, Self Made",,,"Miami Beach, Florida",United States,Single,,"Master of Science, Columbia University; Bachelor of Arts/Science, SUNY Stony Brook",1.0,1.0,0.0,0.0,1
+2259,Vitaly Orlov,vitaly-orlov,1.2,58.0,6,Russia,Fisheries,Food & Beverage,58.0,"Fisheries, Self Made",,,"Murmansk, Russia",Russia,Married,4.0,"Master of Science in Engineering, Murmansk Higher Marine Engineering School",0.0,1.0,0.0,0.0,1
+2259,Jose Isaac Peres & family,jose-isaac-peres,1.2,82.0,9,Brazil,Shopping malls,Real Estate,83.0,"Shopping malls, Self Made",,,"Rio de Janeiro, Brazil",Brazil,Married,5.0,"Bachelor of Arts/Science, Universidade do Brasil",1.0,0.0,0.0,0.0,1
+2259,Markus Persson,markus-persson,1.2,43.0,5,Sweden,Computer games,Media & Entertainment,44.0,"Computer games, Self Made",,,"Stockholm, Sweden",Sweden,Single,,,,,,,1
+2259,Mark Pincus,mark-pincus,1.2,57.0,6,United States,Online games,Technology,57.0,"Online games, Self Made",,,"San Francisco, California",United States,Divorced,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, University of Pennsylvania",1.0,1.0,0.0,0.0,1
+2259,Murdaya Poo,murdaya-poo,1.2,82.0,9,Indonesia,Diversified,Diversified,82.0,Diversified,,,"Jakarta, Indonesia",Indonesia,Married,4.0,,,,,,0
+2259,Forrest Preston,forrest-preston,1.2,90.0,9,United States,Health care,Healthcare,90.0,"Health care, Self Made",8.0,,"Cleveland, Tennessee",United States,Widowed,,Oregon State University; Walla Walla College,0.0,0.0,0.0,0.0,1
+2259,Qian Ying,qian-ying,1.2,57.0,6,China,Pig breeding,Food & Beverage,57.0,"Pig breeding, Self Made",,,"Nanyang, China",China,Married,,,,,,,1
+2259,Jimmy Rane,jimmy-rane,1.2,76.0,8,United States,Lumber,Manufacturing,76.0,"Lumber, Self Made",,,"Abbeville, Alabama",United States,Married,3.0,"Bachelor of Arts/Science, Auburn University",1.0,0.0,0.0,0.0,1
+2259,Andrei Rappoport,andrei-rappoport,1.2,59.0,6,Russia,Investments,Finance & Investments,60.0,"Investments, Self Made",,,"Lugano, Switzerland",Russia,Married,2.0,"Bachelor of Arts/Science, Donetsk National University",1.0,0.0,0.0,0.0,1
+2259,Hugo Ribeiro & family,hugo-ribeiro,1.2,,0,Brazil,Agribusiness,Food & Beverage,,Agribusiness,,,"Rondonopolis, Brazil",Brazil,Married,2.0,,,,,,0
+2259,Bennett Rosenthal,bennett-rosenthal,1.2,59.0,6,United States,Finance,Finance & Investments,59.0,"Finance, Self Made",,,"Los Angeles, California",United States,Married,,"Bachelor of Science, University of Pennsylvania; Master of Business Administration, University of Pennsylvania, Wharton School of Business",1.0,1.0,0.0,0.0,1
+2259,Atul Ruia,atul-ruia,1.2,52.0,6,India,Real estate,Real Estate,52.0,Real estate,,,"Mumbai, India",India,Married,2.0,"Bachelor of Arts/Science, University of Pennsylvania, The Wharton School",1.0,0.0,0.0,0.0,0
+2259,Thomas Sandell,thomas-sandell,1.2,62.0,7,Sweden,Hedge funds,Finance & Investments,62.0,"Hedge funds, Self Made",,,"London, United Kingdom",Sweden,Married,1.0,"Master of Business Administration, Columbia Business School; Bachelor of Arts/Science, Uppsala University",1.0,1.0,0.0,0.0,1
+2259,Francesco Saputo,francesco-saputo,1.2,,0,Canada,Cheese,Food & Beverage,,Cheese,,,"Montreal, Canada",Canada,,,,,,,,0
+2259,Dhruv Sawhney,dhruv-sawhney,1.2,78.0,8,India,"Engineering, sugar",Construction & Engineering,79.0,"Engineering, sugar",,,"Dubai, United Arab Emirates",India,Married,2.0,"Master of Arts/Science, The University of Cambridge; Master of Business Administration, The Wharton School of the University of Pennsylvania",0.0,1.0,0.0,0.0,0
+2259,Gerald Schwartz,gerald-schwartz,1.2,81.0,9,Canada,Finance,Finance & Investments,81.0,"Finance, Self Made",,,"Toronto, Canada",Canada,Married,4.0,"Master of Business Administration, Harvard University",0.0,1.0,0.0,0.0,1
+2259,Antonio Luiz Seabra,antonio-luiz-seabra,1.2,80.0,8,Brazil,Cosmetics,Fashion & Retail,80.0,"Cosmetics, Self Made",,,"London, United Kingdom",Brazil,Married,4.0,,,,,,1
+2259,Eric Ya Shen,eric-ya-shen,1.2,52.0,6,China,Online apparel retail,Technology,52.0,"Online apparel retail, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+2259,Sytse 'Sid' Sijbrandij,sytse-sid-sijbrandij,1.2,43.0,5,Netherlands,Software,Technology,44.0,"Software, Self Made",,,"San Francisco, California",Netherlands,Married,,"Master of Science, University of Twente",0.0,1.0,0.0,0.0,1
+2259,Alexander Sixt,alexander-sixt,1.2,43.0,5,Germany,Car rentals,Automotive,43.0,Car rentals,,,"Munich, Germany",Germany,Married,,,,,,,0
+2259,Konstantin Sixt,konstantin-sixt,1.2,40.0,4,Germany,Car rentals,Automotive,40.0,Car rentals,,,"Munich, Germany",Germany,Married,,,,,,,0
+2259,Edwin Soeryadjaya,edwin-soeryadjaya-1,1.2,73.0,8,Indonesia,"Coal, investments",Energy,74.0,"Coal, investments",,,"Jakarta, Indonesia",Indonesia,Married,3.0,"Bachelor of Arts/Science, University of Southern California",1.0,0.0,0.0,0.0,0
+2259,Abhay Soi,abhay-soi,1.2,49.0,5,India,Healthcare,Healthcare,50.0,"Healthcare, Self Made",,,"Mumbai, India",India,Married,2.0,"Master of Business Administration, European University; Bachelor of Arts/Economics, St Stephen's College (India)",1.0,1.0,0.0,0.0,1
+2259,Mike Speiser,mike-speiser,1.2,52.0,6,United States,Software,Technology,52.0,"Software, Self Made",,,,,,,,,,,,1
+2259,Marco Squinzi,marco-squinzi,1.2,51.0,6,Italy,Chemical products,Construction & Engineering,51.0,Chemical products,,,"Milan, Italy",Italy,,,,,,,,0
+2259,Veronica Squinzi,veronica-squinzi,1.2,51.0,6,Italy,Chemical products,Construction & Engineering,51.0,Chemical products,,,"Milan, Italy",Italy,,,"Master of Business Administration, SDA Bocconi School of Management; Bachelor of Arts/Science, University of Milan",1.0,1.0,0.0,0.0,0
+2259,Michael Steinhardt,michael-steinhardt,1.2,82.0,9,United States,Hedge funds,Finance & Investments,82.0,"Hedge funds, Self Made",,,"Mount Kisco, New York",United States,Married,,University of Pennsylvania,0.0,0.0,0.0,0.0,1
+2259,Ion Stoica,ion-stoica,1.2,58.0,6,Romania,Data analytics,Technology,58.0,"Data analytics, Self Made",,,"Berkeley, California",Romania,,,"Ph.D, Carnegie Mellon University",0.0,0.0,0.0,0.0,1
+2259,Eddy Sugianto,eddy-sugianto,1.2,77.0,8,Indonesia,Coal,Metals & Mining,77.0,"Coal, Self Made",,,"Jakarta, Indonesia",Indonesia,,,,,,,,1
+2259,Luc Tack,luc-tack,1.2,61.0,7,Belgium,"Textile, chemicals",Manufacturing,61.0,"Textile, chemicals, Self Made",,,"Deinze, Belgium",Belgium,Married,,,,,,,1
+2259,Tony Tan Caktiong,tony-tan-caktiong,1.2,70.0,7,Philippines,Food,Food & Beverage,70.0,"Food, Self Made",,,"Manila, Philippines",Philippines,Married,3.0,,,,,,1
+2259,Xiuguo Tang,xiuguo-tang,1.2,59.0,6,China,Manufacturing,Manufacturing,60.0,"Manufacturing, Self Made",,,"Changsha, China",China,Married,1.0,"Bachelor of Arts/Science, Central South University",1.0,0.0,0.0,0.0,1
+2259,Sam Tarascio,sam-tarascio,1.2,78.0,8,Australia,Real estate,Real Estate,79.0,"Real estate, Self Made",,,"Melbourne, Australia",Australia,Married,3.0,,,,,,1
+2259,Lina Tombolato,lina-tombolato,1.2,75.0,8,Italy,Financial services,Finance & Investments,76.0,Financial services,,,"Tombolo, Italy",Italy,Widowed,2.0,error,0.0,0.0,0.0,0.0,0
+2259,Ching Bor Tung,ching-bor-tung,1.2,60.0,6,China,Manufacturing,Manufacturing,60.0,"Manufacturing, Self Made",,,"Dongguan, China",China,,,,,,,,1
+2259,Joop van den Ende,joop-van-den-ende,1.2,81.0,9,Netherlands,TV shows,Media & Entertainment,81.0,"TV shows, Self Made",,,"Baarn, Netherlands",Netherlands,Married,2.0,,,,,,1
+2259,Ruben Vardanyan & family,ruben-vardanyan,1.2,54.0,6,Armenia,Investment banking,Finance & Investments,55.0,"Investment banking, Self Made",,,"Erevan, Armenia",Armenia,Married,4.0,"Master of Science, Moscow State University",0.0,1.0,0.0,0.0,1
+2259,Sandro Veronesi & family,sandro-veronesi,1.2,63.0,7,Italy,Fashion,Fashion & Retail,63.0,"Fashion, Self Made",,,"Milan, Italy",Italy,Married,,"Bachelor of Arts/Science, University of Verona",1.0,0.0,0.0,0.0,1
+2259,Thongma Vijitpongpun,thongma-vijitpongpun,1.2,65.0,7,Thailand,Real estate,Real Estate,66.0,"Real estate, Self Made",,,"Bangkok, Thailand",Thailand,Married,1.0,,,,,,1
+2259,Thomas von Koch,thomas-von-koch,1.2,57.0,6,Sweden,Asset management,Finance & Investments,57.0,"Asset management, Self Made",,,"Hong Kong, Hong Kong",Sweden,Married,,,,,,,1
+2259,Wang Fuji,wang-fuji,1.2,,0,China,Pharmaceuticals,Healthcare,,"Pharmaceuticals, Self Made",,,"Zhangzhou, China",China,,,,,,,,1
+2259,Wang Shih-Chung,wang-shih-chung,1.2,61.0,7,Taiwan,Pneumatic equipments,Manufacturing,61.0,"Pneumatic equipments, Self Made",,,"Taipei, Taiwan",Taiwan,Married,,,,,,,1
+2259,Wang Xiaoshen,wang-xiaoshen,1.2,54.0,6,China,Lithium,Manufacturing,54.0,"Lithium, Self Made",,,"Urumchi, China",China,,,,,,,,1
+2259,J. Wayne Weaver,j-wayne-weaver,1.2,87.0,9,United States,Shoes,Diversified,87.0,"Shoes, Self Made",,,"Jacksonville, Florida",United States,Married,2.0,"Bachelor of Science, University of Florida",1.0,0.0,0.0,0.0,1
+2259,Drorit Wertheim,drorit-wertheim,1.2,67.0,7,Israel,Coca Cola Israel,Food & Beverage,67.0,Coca Cola Israel,,,"Bnei Atarot, Israel",Israel,Divorced,2.0,,,,,,0
+2259,Cameron Winklevoss,cameron-winklevoss,1.2,41.0,5,United States,Cryptocurrency,Finance & Investments,42.0,"Cryptocurrency, Self Made",7.0,1.0,"New York, New York",United States,,,"Bachelor of Arts/Economics, Harvard University",1.0,0.0,0.0,0.0,1
+2259,Tyler Winklevoss,tyler-winklevoss,1.2,41.0,5,United States,Cryptocurrency,Finance & Investments,42.0,"Cryptocurrency, Self Made",7.0,1.0,"New York, New York",United States,,,"Bachelor of Arts/Economics, Harvard University",1.0,0.0,0.0,0.0,1
+2259,Wu Chung-yi,wu-chung-yi,1.2,67.0,7,Taiwan,Manufacturing,Manufacturing,68.0,Manufacturing,,,"Chang Hwa County, Taiwan",Taiwan,,,"University of California, Los Angeles",0.0,0.0,0.0,0.0,0
+2259,Eugene Wu,eugene-wu,1.2,77.0,8,Taiwan,Finance,Finance & Investments,78.0,Finance,,,"Taipei, Taiwan",Taiwan,Married,3.0,Waseda University,0.0,0.0,0.0,0.0,0
+2259,Wu Yonghua,wu-yonghua,1.2,52.0,6,China,Apparel,Fashion & Retail,52.0,"Apparel, Self Made",,,"Xiamen, China",China,,,,,,,,1
+2259,Xia Xinde,xia-xinde,1.2,58.0,6,China,Batteries,Manufacturing,58.0,"Batteries, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+2259,Wenbo Xiang,wenbo-xiang,1.2,60.0,6,China,Manufacturing,Manufacturing,61.0,"Manufacturing, Self Made",,,"Changsha, China",China,Married,1.0,"Master of Science, Dalian University of Technology",0.0,1.0,0.0,0.0,1
+2259,Xu Jin,xu-jin,1.2,58.0,6,China,Wine,Food & Beverage,58.0,"Wine, Self Made",,,"Huaibei city, China",China,,,,,,,,1
+2259,Xu Shijun & family,xu-shijun,1.2,60.0,6,China,Manufacturing,Manufacturing,60.0,"Manufacturing, Self Made",,,"Nantong, China",China,Married,,,,,,,1
+2259,Wanmao Xu,wanmao-xu,1.2,78.0,8,China,Education,Service,78.0,"Education, Self Made",,,"Ningbo, China",China,,,,,,,,1
+2259,Xu Yuejuan,xu-yuejuan,1.2,61.0,7,China,Petro Fibre,Manufacturing,61.0,"Petro Fibre, Self Made",,,"Hangzhou, China",China,Married,,,,,,,1
+2259,Vadim Yakunin,vadim-yakunin,1.2,60.0,6,Russia,Pharmacy,Healthcare,60.0,"Pharmacy, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Ph.D, Moscow Institute of Physics and Technology",0.0,0.0,0.0,0.0,1
+2259,Yang Yunyun,yang-yunyun,1.2,46.0,5,China,Retail,Fashion & Retail,46.0,"Retail, Self Made",,,"Guangzhou, China",China,Married,,,,,,,1
+2259,Matei Zaharia,matei-zaharia,1.2,37.0,4,Romania,Data analytics,Technology,38.0,"Data analytics, Self Made",,,"Berkeley, California",Romania,,,"Ph.D, University of California, Berkeley; Bachelor of Science, University of Waterloo",1.0,0.0,0.0,0.0,1
+2259,Zan Shengda,zan-shengda,1.2,60.0,6,China,Diversified,Diversified,60.0,"Diversified, Self Made",,,"Nantong, China",China,Married,,"EMBA, Tsinghua University",0.0,0.0,0.0,0.0,1
+2259,Zhang Xuezheng,zhang-xuezheng,1.2,47.0,5,China,Telecom,Technology,48.0,"Telecom, Self Made",,,"Jiaxing, China",China,,,,,,,,1
+2259,Zhang Yin,zhang-yin,1.2,66.0,7,China,Paper manufacturing,Manufacturing,66.0,"Paper manufacturing, Self Made",,,"Dongguan, China",China,Married,2.0,,,,,,1
+2259,Ning Zhao,ning-zhao,1.2,56.0,6,United States,Pharmaceuticals,Healthcare,,"Pharmaceuticals, Self Made",,,,United States,,,"Doctorate, Columbia University; Bachelor of Science, Peking University",1.0,0.0,1.0,0.0,1
+2259,Zhou Wen & family,zhou-wen,1.2,58.0,6,China,Chemicals,Manufacturing,58.0,"Chemicals, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+2259,Zhu Xingliang,zhu-xingliang,1.2,63.0,7,China,Construction,Construction & Engineering,64.0,"Construction, Self Made",,,"Suzhou, China",China,Married,1.0,"Bachelor of Arts/Science, Suzhou University of Science and Technology",1.0,0.0,0.0,0.0,1
+2405,Hari Krishan Agarwal,hari-krishan-agarwal,1.1,66.0,7,India,Sports shoes,Fashion & Retail,67.0,"Sports shoes, Self Made",,,"Delhi, India",India,Married,2.0,,,,,,1
+2405,Farkhad Akhmedov,farkhad-akhmedov,1.1,67.0,7,Russia,Investments,Energy,67.0,"Investments, Self Made",,,"Moscow, Russia",Russia,Divorced,3.0,,,,,,1
+2405,Prem Kumar Arora,prem-kumar-arora,1.1,84.0,9,India,Pharmaceuticals,Healthcare,84.0,Pharmaceuticals,,,,India,Married,2.0,,,,,,0
+2405,Joseph Bae,joseph-bae,1.1,51.0,6,United States,Private equity,Finance & Investments,51.0,"Private equity, Self Made",,,"New York, New York",United States,Married,,"Bachelor of Arts/Economics, Harvard University",1.0,0.0,0.0,0.0,1
+2405,Abigail Bennett,abigail-bennett,1.1,42.0,5,United States,Liquor,Food & Beverage,42.0,Liquor,,,"Rochester, New York",United States,Married,2.0,,,,,,0
+2405,Sara Blakely,sara-blakely,1.1,52.0,6,United States,Spanx,Fashion & Retail,52.0,"Spanx, Self Made",8.0,,"Atlanta, Georgia",United States,Married,4.0,"Bachelor of Arts/Science, Florida State University",1.0,0.0,0.0,0.0,1
+2405,Lloyd Blankfein,lloyd-blankfein,1.1,68.0,7,United States,Banking,Finance & Investments,68.0,"Banking, Self Made",,,"New York, New York",United States,Married,3.0,"Bachelor of Arts/Science, Harvard University; Doctor of Jurisprudence, Harvard University",1.0,0.0,0.0,0.0,1
+2405,Henadiy Boholyubov,henadiy-boholyubov,1.1,61.0,7,Ukraine,"Banking, investments",Diversified,61.0,"Banking, investments, Self Made",,,"Dnipro, Ukraine",Ukraine,Married,5.0,,,,,,1
+2405,Stephane Bonvin,stephane-bonvin,1.1,56.0,6,Switzerland,Real estate,Real Estate,56.0,"Real estate, Self Made",,,"Lens, Switzerland",Switzerland,,,,,,,,1
+2405,Oleg Boyko,oleg-boyko,1.1,58.0,6,Russia,Diversified,Diversified,58.0,"Diversified, Self Made",,,"Lipperswil, Switzerland",Russia,Single,,"Master of Science, Moscow Aviation University; Master of Business Administration, Russian National Academy of National Economy and Public Administration",0.0,1.0,0.0,0.0,1
+2405,Ryan Breslow,ryan-breslow,1.1,28.0,3,United States,E-commerce software,Technology,29.0,"E-commerce software, Self Made",,,"Miami, Florida",United States,Single,,"Drop Out, Stanford University",0.0,0.0,0.0,1.0,1
+2405,Thomas Bruch,thomas-bruch,1.1,72.0,8,Germany,Retail,Fashion & Retail,73.0,Retail,,,"St. Wendel, Germany",Germany,Married,3.0,"Master of Business Administration, University of Saarland",0.0,1.0,0.0,0.0,0
+2405,Marina Budiman,marina-budiman,1.1,61.0,7,Indonesia,Data centers,Technology,61.0,"Data centers, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,,"Bachelor of Arts/Economics, University of Toronto",1.0,0.0,0.0,0.0,1
+2405,Pradip Burman,pradip-burman,1.1,80.0,8,India,Consumer goods,Food & Beverage,80.0,Consumer goods,,,"Delhi, India",India,Married,2.0,"Bachelor of Engineering, Massachusetts Institute of Technology",1.0,0.0,0.0,0.0,0
+2405,Cai Hongbin,cai-hongbin,1.1,,0,China,Pharmaceuticals,Healthcare,,"Pharmaceuticals, Self Made",,,"Lianyungang, China",China,,,,,,,,1
+2405,Cao Kejian,cao-kejian,1.1,60.0,6,China,Air compressors,Manufacturing,61.0,"Air compressors, Self Made",,,"Quzhou, China",China,Married,1.0,,,,,,1
+2405,Giuliana Caprotti,giuliana-caprotti,1.1,82.0,9,Italy,Supermarkets,Food & Beverage,82.0,Supermarkets,,,"Milan, Italy",Italy,Widowed,1.0,,,,,,0
+2405,Marina Caprotti,marina-caprotti,1.1,45.0,5,Italy,Supermarkets,Food & Beverage,45.0,Supermarkets,,,"Milan, Italy",Italy,,,,,,,,0
+2405,Chang Jing,chang-jing-1,1.1,40.0,4,China,Technology,Technology,41.0,"Technology, Self Made",,,"Beijing, China",China,,,,,,,,1
+2405,Chen Baohua,chen-baohua,1.1,61.0,7,China,Pharmaceutical,Healthcare,61.0,"Pharmaceutical, Self Made",,,"Linhai, China",China,,,"Bachelor of Science, Zhejiang University of Technology",1.0,0.0,0.0,0.0,1
+2405,Gang Chen,gang-chen-1,1.1,55.0,6,China,Solar energy,Energy,55.0,"Solar energy, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+2405,Liying Chen,liying-chen,1.1,47.0,5,China,Package delivery,Logistics,47.0,"Package delivery, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+2405,Tony Chen,tony-chen,1.1,73.0,8,Taiwan,Electronics,Technology,74.0,"Electronics, Self Made",,,"Taichung, Taiwan",Taiwan,Married,,"Bachelor of Arts/Science, National Cheng Kung University",1.0,0.0,0.0,0.0,1
+2405,Chen Xueling,chen-xueling,1.1,55.0,6,China,Stationery,Manufacturing,55.0,"Stationery, Self Made",,,"Shantou, China",China,,,,,,,,1
+2405,Cheng Lili,cheng-lili,1.1,58.0,6,China,Poultry breeding,Food & Beverage,58.0,"Poultry breeding, Self Made",,,"Changzhou, China",China,Married,,,,,,,1
+2405,Cho Jyh-jer,cho-jyh-jer,1.1,,0,Taiwan,Semiconductors,Technology,,"Semiconductors, Self Made",,,,Taiwan,Married,2.0,"Bachelor of Engineering, National Chiao Tung University; Master, National Chiao Tung University",1.0,1.0,0.0,0.0,1
+2405,Weili Dai,weili-dai,1.1,61.0,7,United States,Semiconductors,Technology,61.0,"Semiconductors, Self Made",8.0,,"Las Vegas, Nevada",United States,Married,2.0,"Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+2405,Carmen Daurella Aguilera,carmen-daurella-aguilera,1.1,,0,Spain,Coca-Cola bottler,Food & Beverage,,Coca-Cola bottler,,,"Barcelona, Spain",Spain,Separated,,,,,,,0
+2405,Deng Yingzhong,deng-yingzhong,1.1,72.0,8,China,Paper,Manufacturing,72.0,"Paper, Self Made",,,"Zhongshan, China",China,,,,,,,,1
+2405,Shlomo Eliahu,shlomo-eliahu,1.1,87.0,9,Israel,Insurance,Finance & Investments,87.0,"Insurance, Self Made",,,"Tel Aviv, Israel",Israel,Divorced,4.0,,,,,,1
+2405,Henry Engelhardt,henry-engelhardt,1.1,65.0,7,United States,Insurance,Finance & Investments,65.0,"Insurance, Self Made",,,"Cardiff, United Kingdom",United States,Married,4.0,"Master of Business Administration, INSEAD; Bachelor of Arts/Science, University of Michigan",1.0,1.0,0.0,0.0,1
+2405,Gabriel Escarrer,gabriel-escarrer,1.1,88.0,9,Spain,Hotels,Service,88.0,"Hotels, Self Made",,,"Palma de Majorca, Spain",Spain,Married,6.0,,,,,,1
+2405,Daniel Feffer,daniel-feffer,1.1,63.0,7,Brazil,Pulp and paper,Manufacturing,63.0,Pulp and paper,,,"São Paulo, Brazil",Brazil,Married,,"Law Degree, Universidade Presbiteriana Mackenzie",0.0,0.0,0.0,0.0,0
+2405,Ruben Feffer,ruben-feffer,1.1,53.0,6,Brazil,Pulp and paper,Manufacturing,,Pulp and paper,,,"São Paulo, Brazil",Brazil,Married,,,,,,,0
+2405,Gleb Fetisov,gleb-fetisov,1.1,56.0,6,Russia,Investments,Telecom,57.0,"Investments, Self Made",,,"Limassol, Cyprus",Russia,Married,3.0,"Doctorate, Moscow State University",0.0,0.0,1.0,0.0,1
+2405,Paul Fireman,paul-fireman,1.1,79.0,8,United States,Reebok,Fashion & Retail,79.0,"Reebok, Self Made",,,"Brookline, Massachusetts",United States,Married,3.0,,,,,,1
+2405,Robert Fisher,robert-fisher,1.1,69.0,7,United States,Gap,Fashion & Retail,70.0,Gap,2.0,,"San Francisco, California",United States,Married,3.0,"Bachelor of Arts/Science, Princeton University; Master of Business Administration, Stanford University",1.0,1.0,0.0,0.0,0
+2405,Bernd Freier,bernd-freier,1.1,66.0,7,Germany,Fashion retail,Fashion & Retail,66.0,"Fashion retail, Self Made",,,"Rottendorf, Germany",Germany,Married,2.0,,,,,,1
+2405,Donald Friese,donald-friese,1.1,82.0,9,United States,Manufacturing,Manufacturing,82.0,"Manufacturing, Self Made",10.0,,"Los Angeles, California",United States,Married,,,,,,,1
+2405,Gan Zhongru,gan-zhongru,1.1,74.0,8,China,Pharmaceuticals,Healthcare,75.0,"Pharmaceuticals, Self Made",,,"Beijing, China",China,,,"Ph.D, Michigan State University",0.0,0.0,0.0,0.0,1
+2405,Rahul Gautam,rahul-gautam,1.1,70.0,7,India,Mattresses,Fashion & Retail,70.0,Mattresses,,,"Delhi, India",India,Married,1.0,,,,,,0
+2405,David Golub,david-golub,1.1,60.0,6,United States,Private equity,Finance & Investments,61.0,"Private equity, Self Made",7.0,,"New York, New York",United States,,,"Bachelor of Arts/Economics, Harvard College; Master of Philosophy, Oxford University; Master of Business Administration, Stanford Business School",1.0,1.0,0.0,0.0,1
+2405,Pavel Golubkov,pavel-golubkov,1.1,47.0,5,Russia,"Building, development",Real Estate,47.0,"Building, development, Self Made",,,"Moscow, Russia",Russia,Single,,"Master of Science in Engineering, Moscow State Aviation Technological University",0.0,1.0,0.0,0.0,1
+2405,Cristina Green,cristina-green,1.1,,0,United Kingdom,Fashion retail,Fashion & Retail,,"Fashion retail, Self Made",,,"London, United Kingdom",United Kingdom,Married,2.0,,,,,,1
+2405,Philip Green,philip-green,1.1,,0,United Kingdom,Fashion retail,Fashion & Retail,,"Fashion retail, Self Made",,,"London, United Kingdom",United Kingdom,Married,2.0,,,,,,1
+2405,Said Gutseriev,said-gutseriev,1.1,34.0,4,Russia,"Retail, investments",Energy,35.0,"Retail, investments",,,"London, United Kingdom",Russia,Married,2.0,"Bachelor of Science, University of Oxford; Master, University of Plymouth (UK)",1.0,1.0,0.0,0.0,0
+2405,Polys Haji-Ioannou,polys-haji-ioannou,1.1,63.0,7,Cyprus,EasyJet,Service,63.0,EasyJet,,,"Monaco, Monaco",Cyprus,Married,2.0,,,,,,0
+2405,He Zuxun,he-zuxun,1.1,57.0,6,China,Pig breeding,Food & Beverage,57.0,"Pig breeding, Self Made",,,"Kunming, China",China,,,,,,,,1
+2405,Christian Herz,christian-herz,1.1,,0,Germany,Coffee,Finance & Investments,,Coffee,,,"Hamburg, Germany",Germany,,,,,,,,0
+2405,Michaela Herz,michaela-herz,1.1,,0,Germany,Coffee,Finance & Investments,,Coffee,,,"Hamburg, Germany",Germany,,,,,,,,0
+2405,David Hindawi,david-hindawi,1.1,78.0,8,United States,Software,Technology,78.0,"Software, Self Made",,,"Seattle, Washington",United States,Married,2.0,,,,,,1
+2405,Huang Shan,huang-shan-1,1.1,52.0,6,China,Software,Technology,53.0,"Software, Self Made",,,"Shenzhen, China",China,,,"Bachelor of Science, Wuhan University",1.0,0.0,0.0,0.0,1
+2405,Huang Xiaofen & family,huang-xiaofen,1.1,61.0,7,China,Printed circuit boards,Technology,61.0,"Printed circuit boards, Self Made",,,"Shenzhen, China",China,Married,,,,,,,1
+2405,Hiroshi Ishibashi,hiroshi-ishibashi,1.1,76.0,8,Japan,Tires,Automotive,77.0,tires,,,"Tokyo, Japan",Japan,Married,3.0,,,,,,0
+2405,Masayuki Ishihara,masayuki-ishihara,1.1,74.0,8,Japan,Pachinko machines,Gambling & Casinos,74.0,pachinko machines,,,"Tokyo, Japan",Japan,,,,,,,,0
+2405,Chatchai Kaewbootta,chatchai-kaewbootta,1.1,71.0,8,Thailand,Auto loans,Finance & Investments,72.0,"Auto loans, Self Made",,,"Bangkok, Thailand",Thailand,Married,2.0,,,,,,1
+2405,Nikhil Kamath,nikhil-kamath,1.1,36.0,4,India,Financial services,Finance & Investments,36.0,"Financial services, Self Made",,,"Bangalore, India",India,Divorced,,,,,,,1
+2405,Jonas Kamprad,jonas-kamprad,1.1,57.0,6,Sweden,IKEA,Finance & Investments,57.0,IKEA,,,"London, United Kingdom",Sweden,Married,2.0,,,,,,0
+2405,Mathias Kamprad,mathias-kamprad,1.1,53.0,6,Sweden,IKEA,Finance & Investments,54.0,IKEA,,,"London, United Kingdom",Sweden,Divorced,2.0,,,,,,0
+2405,Peter Kamprad,peter-kamprad,1.1,59.0,6,Sweden,IKEA,Finance & Investments,59.0,IKEA,,,"Tervuren, Belgium",Sweden,Married,2.0,,,,,,0
+2405,Fumio Kaneko,fumio-kaneko,1.1,66.0,7,Japan,Waste management,Service,66.0,"waste management, Self Made",,,"Kobe, Japan",Japan,,,,,,,,1
+2405,Sunjay Kapur,sunjay-kapur,1.1,51.0,6,United States,Auto parts,Automotive,51.0,Auto parts,,,"Delhi, India",United States,Married,4.0,"Bachelor of Business Administration, University of Buckingham",1.0,0.0,0.0,0.0,0
+2405,Ali Metin Kazanci,ali-metin-kazanci,1.1,88.0,9,Turkey,Energy,Energy,88.0,"Energy, Self Made",,,"Istanbul, Turkey",Turkey,Married,3.0,,,,,,1
+2405,Kangbao Ke & family,kangbao-ke,1.1,60.0,6,China,Retailing,Healthcare,60.0,"Retailing, Self Made",,,"Guangzhou, China",China,Married,,,,,,,1
+2405,Carsten Koerl,carsten-koerl,1.1,58.0,6,Germany,Sports data,Sports,58.0,"Sports data, Self Made",,,"Zurich, Switzerland",Germany,Divorced,3.0,"Master of Science, University for Applied Sciences in Konstanz",0.0,1.0,0.0,0.0,1
+2405,Koo Bon-sik,koo-bon-sik,1.1,64.0,7,South Korea,LG,Technology,65.0,LG,,,"Seoul, South Korea",South Korea,Married,3.0,"Master, University of Michigan",0.0,1.0,0.0,0.0,0
+2405,Andrei Kosogov,andrei-kosogov,1.1,62.0,7,Russia,Banking,Energy,62.0,"Banking, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Bachelor of Science in Engineering, Moscow Power Engineering Institute",1.0,0.0,0.0,0.0,1
+2405,Yogesh Kothari,yogesh-kothari,1.1,74.0,8,India,Specialty chemicals,Manufacturing,74.0,"Specialty chemicals, Self Made",,,"Mumbai, India",India,Married,,"Bachelor of Engineering, Mumbai University; Master of Science in Engineering, University of Massachusetts",1.0,1.0,0.0,0.0,1
+2405,Arvind Lal,arvind-lal,1.1,73.0,8,India,Medical diagnostics,Healthcare,74.0,Medical diagnostics,,,"Delhi, India",India,Married,2.0,,,,,,0
+2405,Manuel Lao Hernández,manuel-lao-hernandez,1.1,78.0,8,Spain,Casinos,Gambling & Casinos,79.0,"Casinos, Self Made",,,"Matadepera, Spain",Spain,Married,3.0,,,,,,1
+2405,Lee Joong-keun,lee-joong-keun,1.1,82.0,9,South Korea,"Construction, real estate",Construction & Engineering,82.0,"Construction, real estate, Self Made",,,"Seoul, South Korea",South Korea,Married,4.0,"Doctorate, Korea University",0.0,0.0,1.0,0.0,1
+2405,Nancy Lerner,nancy-lerner,1.1,62.0,7,United States,"Banking, credit cards",Finance & Investments,63.0,"Banking, credit cards",,,"Cleveland, Ohio",United States,Married,5.0,"Doctor of Jurisprudence, Cleveland State University; Bachelor of Arts/Science, University of Cincinnati",1.0,0.0,0.0,0.0,0
+2405,Norma Lerner,norma-lerner,1.1,87.0,9,United States,Banking,Finance & Investments,87.0,Banking,,,"Cleveland, Ohio",United States,Widowed,2.0,,,,,,0
+2405,Randolph Lerner,randolph-lerner,1.1,61.0,7,United States,"Banking, credit cards",Finance & Investments,61.0,"Banking, credit cards",,,"Cleveland, Ohio",United States,Married,4.0,"Bachelor of Arts/Science, Columbia University; LLB, Columbia University",1.0,0.0,0.0,0.0,0
+2405,Lin Zhijun,lin-zhijun,1.1,47.0,5,China,Medical devices,Healthcare,47.0,"Medical devices, Self Made",,,"Xiamen, China",China,,,,,,,,1
+2405,Lin Zhixiong & family,lin-zhixiong,1.1,49.0,5,China,Medical devices,Healthcare,50.0,"Medical devices, Self Made",,,"Xiamen, China",China,Married,,,,,,,1
+2405,Jeffrey Lorberbaum,jeffrey-lorberbaum,1.1,68.0,7,United States,Flooring,Manufacturing,68.0,Flooring,5.0,,"Chattanooga, Tennessee",United States,Married,,"Bachelor of Arts/Science, University of Denver",1.0,0.0,0.0,0.0,0
+2405,Lu Rongfu,lu-rongfu,1.1,52.0,6,China,Telecommunication,Telecom,52.0,"Telecommunication, Self Made",,,"Xiamen, China",China,,,,,,,,1
+2405,Lyu Yixiong,lyu-yixiong,1.1,60.0,6,China,Cosmetics,Fashion & Retail,60.0,"Cosmetics, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2405,Soichiro Minami,soichiro-minami,1.1,46.0,5,Japan,Internet and software,Technology,47.0,"Internet and software, Self Made",,,"Tokyo, Japan",Japan,,,"Bachelor of Arts/Economics, Tufts University",1.0,0.0,0.0,0.0,1
+2405,Pawan Munjal,pawan-munjal-1,1.1,68.0,7,India,Two wheelers,Automotive,68.0,Two wheelers,,,"Delhi, India",India,Married,3.0,,,,,,0
+2405,Renu Munjal,renu-munjal,1.1,68.0,7,India,Two wheelers,Automotive,68.0,Two wheelers,,,"Delhi, India",India,Widowed,2.0,,,,,,0
+2405,Suman Munjal,suman-munjal,1.1,70.0,7,India,Motorcycles,Automotive,70.0,Motorcycles,,,"Delhi, India",India,Married,,,,,,,0
+2405,Dmitry Nikolaev,dmitry-nikolaev,1.1,56.0,6,Russia,Coal,Energy,57.0,"Coal, Self Made",,,"Kemerovo, Russia",Russia,Married,3.0,,,,,,1
+2405,Sjamsul Nursalim,sjamsul-nursalim,1.1,81.0,9,Indonesia,"Tires, retail",Automotive,81.0,"Tires, retail",,,"Singapore, Singapore",Indonesia,Married,3.0,,,,,,0
+2405,Adrian Paval,adrian-paval,1.1,54.0,6,Romania,Retail,Fashion & Retail,54.0,"Retail, Self Made",,,"Bacau, Romania",Romania,Married,,,,,,,1
+2405,Antonio Percassi,antonio-percassi,1.1,69.0,7,Italy,"Real estate, diversified",Diversified,70.0,"Real estate, diversified, Self Made",,,"Bergamo, Italy",Italy,Divorced,6.0,,,,,,1
+2405,Kevin Plank,kevin-plank,1.1,50.0,5,United States,Under Armour,Fashion & Retail,51.0,"Under Armour, Self Made",8.0,,"Lutherville-Timonium, Maryland",United States,Married,2.0,"Master of Business Administration, Robert H. Smith School of Business; Bachelor of Arts/Science, University of Maryland",1.0,1.0,0.0,0.0,1
+2405,G.V. Prasad,gv-prasad,1.1,62.0,7,India,Pharmaceuticals,Healthcare,62.0,Pharmaceuticals,,,"Hyderabad, India",India,Married,3.0,"Bachelor of Science in Engineering, Illinois Institute of Technology; Master, Purdue University",1.0,1.0,0.0,0.0,0
+2405,Pu Zhongjie & family,pu-zhongjie,1.1,60.0,6,China,Medical equipment,Healthcare,60.0,"Medical equipment, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+2405,Rao Wei & family,rao-wei,1.1,58.0,6,China,Pharmaceuticals,Healthcare,58.0,"Pharmaceuticals, Self Made",,,"Shenzhen, China",China,,,"Doctorate, Wuhan University of Technology",0.0,0.0,1.0,0.0,1
+2405,Helena Revoredo,helena-revoredo,1.1,76.0,8,Spain,Security services,Service,76.0,Security services,,,"Madrid, Spain",Spain,Widowed,4.0,"Bachelor of Arts/Science, Catholic University of Buenos Aires; Master of Business Administration, IESE Business School",1.0,1.0,0.0,0.0,0
+2405,Matthew Roszak,matthew-roszak,1.1,50.0,5,United States,Cryptocurrency,Finance & Investments,50.0,"Cryptocurrency, Self Made",,,"Chicago, Illinois",United States,Married,,"Bachelor of Arts/Economics, Lake Forest College",1.0,0.0,0.0,0.0,1
+2405,Paul Sciarra,paul-sciarra,1.1,42.0,5,United States,Pinterest,Technology,42.0,"Pinterest, Self Made",8.0,,"San Francisco, California",United States,Married,,"Bachelor of Arts/Science, Yale University",1.0,0.0,0.0,0.0,1
+2405,Rajesh Sharma,rajesh-sharma,1.1,53.0,6,India,Finance,Finance & Investments,53.0,Finance,,,"Mumbai, India",India,Married,3.0,"Chartered Accountant, Institute of Chartered Accountants of India",0.0,0.0,0.0,0.0,0
+2405,Dean Solon,dean-solon,1.1,58.0,6,United States,Solar systems,Energy,58.0,"Solar systems, Self Made",10.0,,"Gallatin, Tennessee",United States,Married,,"Drop Out, Purdue University",0.0,0.0,0.0,1.0,1
+2405,Michael Spencer,michael-spencer,1.1,67.0,7,United Kingdom,Stock exchange,Finance & Investments,68.0,"Stock exchange, Self Made",,,"London, Suffolk, United Kingdom",United Kingdom,Married,3.0,"Bachelor of Arts/Science, Oxford University",1.0,0.0,0.0,0.0,1
+2405,Joseph Steinberg,joseph-steinberg,1.1,79.0,8,United States,Investments,Finance & Investments,79.0,"Investments, Self Made",,,"New York, New York",United States,Married,3.0,"Master of Business Administration, Harvard University; Bachelor of Arts/Science, New York University",1.0,1.0,0.0,0.0,1
+2405,Zachary Stern,zachary-stern,1.1,41.0,5,United States,Liquor,Food & Beverage,41.0,Liquor,,,"Jackson, Wyoming",United States,Married,1.0,,,,,,0
+2405,Manny Stul,manny-stul,1.1,73.0,8,Australia,Toys,Manufacturing,74.0,"Toys, Self Made",,,"Melbourne, Australia",Australia,Married,2.0,"High School Graduate, High School",0.0,0.0,0.0,0.0,1
+2405,Sun Hongjun,sun-hongjun,1.1,49.0,5,China,Semiconductors,Technology,50.0,"Semiconductors, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2405,Sun Weijie,sun-weijie-1,1.1,59.0,6,China,Oilfield equipment,Manufacturing,60.0,"Oilfield equipment, Self Made",,,"Yantai, China",China,Married,1.0,"Bachelor of Arts/Science, Shandong Institute of Business and Technology",1.0,0.0,0.0,0.0,1
+2405,Sehat Sutardja,sehat-sutardja,1.1,61.0,7,United States,Semiconductors,Technology,62.0,"Semiconductors, Self Made",,,"Las Vegas, Nevada",United States,Married,2.0,"Bachelor of Arts/Science, University of California, Berkeley",1.0,0.0,0.0,0.0,1
+2405,Min-Liang Tan,min-liang-tan,1.1,45.0,5,Singapore,gaming,Media & Entertainment,45.0,"gaming, Self Made",,,"Singapore, Singapore",Singapore,,,"Master of Laws, National University of Singapore",0.0,1.0,0.0,0.0,1
+2405,Tan Yu Yeh,tan-yu-yeh,1.1,52.0,6,Malaysia,Retail,Fashion & Retail,52.0,"Retail, Self Made",,,"Selangor, Malaysia",Malaysia,,,"Bachelor of Science, University of Malaya",1.0,0.0,0.0,0.0,1
+2405,Tang Aoqi & family,tang-aoqi,1.1,77.0,8,China,Auto parts,Automotive,78.0,"Auto parts, Self Made",,,"Changzhou, China",China,,,,,,,,1
+2405,Vonnarat Tangkaravakoon,vonnarat-tangkaravakoon,1.1,51.0,6,Thailand,"Wire & cables, paints",Manufacturing,51.0,"Wire & cables, paints",,,"Bangkok, Thailand",Thailand,,,"Bachelor of Commerce, Chulalongkorn University",1.0,0.0,0.0,0.0,0
+2405,Tsao Ter-fung,tsao-ter-fung,1.1,76.0,8,Taiwan,Food,Food & Beverage,76.0,"Food, Self Made",,,"Taipei, Taiwan",Taiwan,Married,1.0,"Master of Science, Colorado State University; Ph.D, Colorado State University; Bachelor of Arts/Science, National Cheng Kung University",1.0,1.0,0.0,0.0,1
+2405,Tung Ching Sai,tung-ching-sai,1.1,58.0,6,China,Manufacturing,Manufacturing,58.0,"Manufacturing, Self Made",,,"Dongguan, China",China,,,"EMBA, Sun Yat-sen University",0.0,0.0,0.0,0.0,1
+2405,Arkady Volozh,arkady-volozh,1.1,59.0,6,Russia,Search engine,Technology,59.0,"Search engine, Self Made",,,"Tel Aviv, Israel",Russia,Married,6.0,"Master of Science, Gubkin Russian State University of Oil and Gas",0.0,1.0,0.0,0.0,1
+2405,Peter-Alexander Wacker,peter-alexander-wacker,1.1,71.0,8,Germany,Chemicals,Manufacturing,71.0,Chemicals,,,"Starnberg, Germany",Germany,,,,,,,,0
+2405,Wan Long,wan-long,1.1,82.0,9,China,Food,Food & Beverage,82.0,"Food, Self Made",,,"Luohe, China",China,,,,,,,,1
+2405,Wang Han,wang-han,1.1,35.0,4,China,Airline,Diversified,36.0,Airline,,,"Shanghai, China",China,,,,,,,,0
+2405,Lars Wingefors,lars-wingefors,1.1,46.0,5,Sweden,Video games,Media & Entertainment,46.0,"Video games, Self Made",,,"Karlstad, Sweden",Sweden,Married,,,,,,,1
+2405,Allan Wong,allan-wong,1.1,73.0,8,Hong Kong,Electronics,Manufacturing,73.0,"Electronics, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Widowed,2.0,"Bachelor of Science in Engineering, University of Hong Kong; Master of Science, University of Wisconsin",1.0,1.0,0.0,0.0,1
+2405,Tiger Woods,tiger-woods,1.1,47.0,5,United States,Golf,Sports,47.0,"Golf, Self Made",,,,,,,,,,,,1
+2405,Horst Wortmann,horst-wortmann,1.1,81.0,9,Germany,Footwear,Fashion & Retail,82.0,"Footwear, Self Made",,,"Detmold, Germany",Germany,Married,,,,,,,1
+2405,Wu Kaiting,wu-kaiting,1.1,53.0,6,Hong Kong,Electronics,Telecom,53.0,"Electronics, Self Made",,,"Xiamen, China",Hong Kong,,,,,,,,1
+2405,Wu Li-gann,wu-li-gann,1.1,82.0,9,Taiwan,Electronic components,Manufacturing,82.0,"Electronic components, Self Made",,,"Kaohsiung, Taiwan",Taiwan,Married,,"Bachelor of Arts/Science, Tunghai University",1.0,0.0,0.0,0.0,1
+2405,Wu Xiangdong,wu-xiangdong,1.1,54.0,6,China,Consumer,Food & Beverage,54.0,"Consumer, Self Made",,,"Beijing, China",China,,,,,,,,1
+2405,Xiu Laigui,xiu-laigui,1.1,68.0,7,China,Pharmaceuticals,Healthcare,69.0,"Pharmaceuticals, Self Made",,,"Tonghua, China",China,Married,2.0,,,,,,1
+2405,Xu Jiangnan,xu-jiangnan,1.1,61.0,7,China,Vitamins,Healthcare,61.0,"Vitamins, Self Made",,,"Leping, China",China,Married,,,,,,,1
+2405,Xue Jiping,xue-jiping,1.1,72.0,8,China,Cable,Telecom,72.0,"Cable, Self Made",,,"Nantong, China",China,,,,,,,,1
+2405,Yao Hsiao Tung,yao-hsiao-tung,1.1,83.0,9,Singapore,Manufacturing,Manufacturing,83.0,"manufacturing, Self Made",,,"Singapore, Singapore",Singapore,Married,,,,,,,1
+2405,Ye Qiongjiu,ye-qiongjiu,1.1,68.0,7,China,Software,Technology,68.0,"Software, Self Made",,,"Hangzhou, China",China,,,,,,,,1
+2405,Yanqiao Ye,yanqiao-ye,1.1,53.0,6,China,Soy sauce,Food & Beverage,53.0,"Soy sauce, Self Made",,,"Foshan, China",China,,,,,,,,1
+2405,Yeh Kuo-I,yeh-kuo-i,1.1,81.0,9,Taiwan,Manufacturing,Manufacturing,82.0,"Manufacturing, Self Made",,,error,Taiwan,Married,2.0,error,0.0,0.0,0.0,0.0,1
+2405,Yu Faxiang,yu-faxiang,1.1,51.0,6,China,"Tourism, cultural industry",Media & Entertainment,51.0,"Tourism, cultural industry, Self Made",,,"Shaoxing, China",China,,,,,,,,1
+2405,Zeng Chaolin,zeng-chaolin-1,1.1,40.0,4,China,Aluminium,Metals & Mining,41.0,Aluminium,,,"Yongzhou, China",China,,,,,,,,0
+2405,Kapeng Zhang,kapeng-zhang,1.1,58.0,6,China,Building materials,Construction & Engineering,58.0,"Building materials, Self Made",,,"Linhai, China",China,,,,,,,,1
+2405,Zhang Xuansong,zhang-xuansong,1.1,51.0,6,China,Supermarkets,Fashion & Retail,51.0,"Supermarkets, Self Made",,,"Fuzhou, China",China,,,,,,,,1
+2405,Zhang Xuewu,zhang-xuewu,1.1,48.0,5,China,Snacks,Food & Beverage,49.0,"Snacks, Self Made",,,"Changsha, China",China,,,,,,,,1
+2405,Zhu Yiming,zhu-yiming,1.1,50.0,5,China,Semiconductors,Technology,51.0,"Semiconductors, Self Made",,,"Beijing, China",China,,,,,,,,1
+2405,Zhu Zhaojiang,zhu-zhaojiang,1.1,49.0,5,China,Smartphones,Manufacturing,49.0,"Smartphones, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+2405,Zhuo Jun,zhuo-jun-1,1.1,57.0,6,Hong Kong,Printed circuit boards,Manufacturing,57.0,Printed circuit boards,,,"Hong Kong, Hong Kong",Hong Kong,Widowed,,,,,,,0
+2540,Manohar Lal Agarwal,manohar-lal-agarwal,1.0,68.0,7,India,Snacks,Food & Beverage,68.0,Snacks,,,"Delhi, India",India,Married,,,,,,,0
+2540,Christian Angermayer,christian-angermayer,1.0,44.0,5,Germany,Investments,Finance & Investments,45.0,"Investments, Self Made",,,"London, United Kingdom",Germany,,,,,,,,1
+2540,Ryuji Arai,ryuji-arai,1.0,76.0,8,Japan,Retail,Fashion & Retail,77.0,"retail, Self Made",,,"Tokyo, Japan",Japan,,,,,,,,1
+2540,Anna Maria Braun,anna-maria-braun,1.0,44.0,5,Germany,Medical technology,Healthcare,44.0,Medical technology,,,"Melsungen, Germany",Germany,Married,2.0,,,,,,0
+2540,Johanna Braun,johanna-braun,1.0,43.0,5,Germany,Medical technology,Healthcare,43.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2540,Karl Friedrich Braun,karl-friedrich-braun,1.0,40.0,4,Germany,Medical technology,Healthcare,40.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2540,Ludwig Theodor Braun,ludwig-theodor-braun,1.0,33.0,4,Germany,Medical technology,Healthcare,33.0,Medical technology,,,"Melsungen, Germany",Germany,,,,,,,,0
+2540,Ana Maria Brescia Cafferata,ana-maria-brescia-cafferata,1.0,98.0,10,Peru,"Mining, banking",Diversified,99.0,"Mining, banking",,,"Lima, Peru",Peru,Single,,,,,,,0
+2540,Jimmy Buffett,jimmy-buffett,1.0,76.0,8,United States,"Entertainment, Margaritaville",Media & Entertainment,76.0,"Entertainment, Margaritaville, Self Made",,,"Palm Beach, Florida",United States,Married,2.0,,,,,,1
+2540,Hideyuki Busujima,hideyuki-busujima,1.0,70.0,7,Japan,Pachinko machines,Gambling & Casinos,70.0,Pachinko machines,,,"Tokyo, Japan",Japan,,,,,,,,0
+2540,Edouard Carmignac,edouard-carmignac,1.0,75.0,8,France,Asset management,Finance & Investments,75.0,"Asset management, Self Made",,,"Paris, France",France,Married,5.0,,,,,,1
+2540,Chang Kuo-Ming,chang-kuo-ming,1.0,,0,Taiwan,Transportation,Logistics,,Transportation,,,"Taipei, Taiwan",Taiwan,Married,,"Bachelor of Science, University of Southern California",1.0,0.0,0.0,0.0,0
+2540,Chen Jiancheng,chen-jiancheng,1.0,64.0,7,China,Manufacturing,Manufacturing,64.0,"Manufacturing, Self Made",,,"Shangyu, China",China,Married,,"Master of Arts, Zhejiang University",0.0,1.0,0.0,0.0,1
+2540,Rui Chen,rui-chen,1.0,45.0,5,China,Online entertainment,Media & Entertainment,45.0,"Online entertainment, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2540,Chen Shiliang,chen-shiliang,1.0,59.0,6,China,Polyester,Manufacturing,59.0,"Polyester, Self Made",,,"Tongxiang, China",China,Married,,,,,,,1
+2540,Tianqiao Chen,tianqiao-chen,1.0,49.0,5,China,Online games,Technology,50.0,"Online games, Self Made",,,"Atherton, California",China,Married,2.0,"Bachelor of Arts/Science, Fudan University",1.0,0.0,0.0,0.0,1
+2540,Yuantai Chen,yuantai-chen,1.0,55.0,6,China,Batteries,Energy,55.0,"Batteries, Self Made",,,"Ningde, China",China,,,,,,,,1
+2540,Cheng Antares,cheng-antares,1.0,65.0,7,Hong Kong,Liquor,Food & Beverage,65.0,"Liquor, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,,,,,,,,1
+2540,Kochouseph Chittilappilly,kochouseph-chittilappilly,1.0,72.0,8,India,Electrical appliances,Manufacturing,72.0,"Electrical appliances, Self Made",,,"Kochi, India",India,Married,2.0,,,,,,1
+2540,John Christodoulou,john-christodoulou,1.0,57.0,6,United Kingdom,Real estate,Real Estate,58.0,"Real estate, Self Made",,,"Monaco, Monaco",United Kingdom,Married,4.0,,,,,,1
+2540,Pollyanna Chu,pollyanna-chu,1.0,64.0,7,Hong Kong,"Financial services, property",Finance & Investments,65.0,"Financial services, property, Self Made",,,"Hong Kong, Hong Kong",Hong Kong,Married,1.0,"Bachelor of Arts/Science, Golden Gate University",1.0,0.0,0.0,0.0,1
+2540,Turgay Ciner,turgay-ciner,1.0,67.0,7,Turkey,Diversified,Diversified,67.0,"Diversified, Self Made",,,"Istanbul, Turkey",Turkey,Married,1.0,"Bachelor of Arts/Science, Istanbul Academy",1.0,0.0,0.0,0.0,1
+2540,Benoit Dageville,benoit-dageville,1.0,56.0,6,United States,Software,Technology,57.0,"Software, Self Made",,,"San Carlos, California",United States,Married,2.0,"Bachelor of Science, Université de Paris VI; Master of Science, Université de Paris VI; Ph.D, Université de Paris VI",1.0,1.0,0.0,0.0,1
+2540,Mark Dixon,mark-dixon,1.0,63.0,7,United Kingdom,Office real estate,Real Estate,63.0,"Office real estate, Self Made",,,"Monaco, Monaco",United Kingdom,Divorced,5.0,,,,,,1
+2540,Du Yulin & family,du-yulin,1.0,50.0,5,China,Software,Technology,51.0,"Software, Self Made",,,"Guangzhou, China",China,Married,,"Bachelor of Technology, Wuhan University",1.0,0.0,0.0,0.0,1
+2540,Feng Yuxia,feng-yuxia,1.0,58.0,6,China,Pharmaceuticals,Healthcare,58.0,"Pharmaceuticals, Self Made",,,"Beijing, China",China,Married,,,,,,,1
+2540,Benedicte Find,benedicte-find,1.0,68.0,7,Denmark,Medical devices,Healthcare,68.0,Medical devices,,,"Copenhagen, Denmark",Denmark,,,,,,,,0
+2540,William Fisher,william-fisher,1.0,66.0,7,United States,Gap,Fashion & Retail,66.0,Gap,2.0,,"San Francisco, California",United States,Married,3.0,"Bachelor of Arts/Science, Princeton University; Master of Business Administration, Stanford University",1.0,1.0,0.0,0.0,0
+2540,Gao Yunfeng,gao-yunfeng,1.0,56.0,6,China,Industrial lasers,Manufacturing,56.0,"Industrial lasers, Self Made",,,"Shenzhen, China",China,,,"Master of Business Administration, Peking University",0.0,1.0,0.0,0.0,1
+2540,Jianming Geng,jianming-geng,1.0,60.0,6,China,Real estate,Real Estate,60.0,"Real estate, Self Made",,,"Langfang, China",China,Married,1.0,"Master of Business Administration, Nanyang Technology University; Bachelor of Arts/Science, North China Institute of Astronautic Engineering",1.0,1.0,0.0,0.0,1
+2540,Sven Hagströmer,sven-hagstromer,1.0,79.0,8,Sweden,Financial services,Finance & Investments,79.0,"Financial services, Self Made",,,"Stockholm, Sweden",Sweden,Married,2.0,"Drop Out, Stockholm University",0.0,0.0,0.0,1.0,1
+2540,Clelia Haji-Ioannou,clelia-haji-ioannou,1.0,52.0,6,Cyprus,EasyJet,Service,52.0,EasyJet,,,"Monte Carlo, Monaco",Cyprus,Married,2.0,,,,,,0
+2540,Stelios Haji-Ioannou,stelios-haji-ioannou,1.0,56.0,6,Cyprus,EasyJet,Service,56.0,EasyJet,,,"Monte Carlo, Monaco",Cyprus,Single,,"Master of Science, City University of London; Bachelor of Arts/Science, London School of Economics",1.0,1.0,0.0,0.0,0
+2540,Hang Hong,hang-hong,1.0,55.0,6,China,Machinery,Manufacturing,55.0,"Machinery, Self Made",,,"Wuxi, China",China,Married,,,,,,,1
+2540,He Yamin & family,he-yamin,1.0,66.0,7,China,Manufacturing,Manufacturing,66.0,"Manufacturing, Self Made",,,"Chengdu, China",China,,,,,,,,1
+2540,Ghan Djoe Hiang,ghan-djoe-hiang,1.0,79.0,8,Indonesia,Coal,Energy,79.0,Coal,,,"Jakarta, Indonesia",Indonesia,Widowed,,,,,,,0
+2540,Hong Feng,hong-feng,1.0,46.0,5,China,Smartphones,Technology,46.0,"Smartphones, Self Made",,,"Beijing, China",China,,,"Master of Science, Purdue University; Bachelor of Science in Engineering, Shanghai Jiaotong University",1.0,1.0,0.0,0.0,1
+2540,Hong Seok-joh,hong-seok-joh,1.0,70.0,7,South Korea,Convenience stores,Fashion & Retail,70.0,Convenience stores,,,"Seoul, South Korea",South Korea,Married,1.0,"Master of Laws, Harvard University; Law Degree, Seoul National University",0.0,1.0,0.0,0.0,0
+2540,Hu Gengxi & family,hu-gengxi,1.0,59.0,6,China,Bio-Pharma,Healthcare,59.0,"Bio-Pharma, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+2540,Danilo Iervolino,danilo-iervolino,1.0,45.0,5,Italy,Online universities,Technology,45.0,"Online universities, Self Made",,,"Rome, Italy",Italy,Married,,,,,,,1
+2540,Hedda im Brahm-Droege,hedda-im-brahm-droege,1.0,68.0,7,Germany,Investments,Finance & Investments,68.0,"Investments, Self Made",,,"Dusseldorf, Germany",Germany,Married,,,,,,,1
+2540,Inder Jaisinghani,inder-jaisinghani-1,1.0,70.0,7,India,Cables & wires,Manufacturing,70.0,"Cables & wires, Self Made",,,"Mumbai, India",India,Married,2.0,,,,,,1
+2540,LeBron James,lebron-james,1.0,38.0,4,United States,Basketball,Sports,38.0,"Basketball, Self Made",10.0,,,,,,,,,,,1
+2540,Johan Johannson,johan-johannson,1.0,56.0,6,Norway,Grocery stores,Fashion & Retail,56.0,Grocery stores,,,"Oslo, Norway",Norway,Married,3.0,,,,,,0
+2540,Morris Kahn,morris-kahn,1.0,93.0,10,Israel,Software,Technology,93.0,"Software, Self Made",,,"Beit Yanay, Israel",Israel,Married,,,,,,,1
+2540,Ashok Kajaria,ashok-kajaria,1.0,75.0,8,India,Tiles,Manufacturing,76.0,"Tiles, Self Made",,,"Delhi, India",India,Married,2.0,"Bachelor of Science in Engineering, UCLA",1.0,0.0,0.0,0.0,1
+2540,Marcelo Kalim,marcelo-kalim,1.0,53.0,6,Brazil,Banking,Finance & Investments,53.0,"Banking, Self Made",,,"Sao Paulo, Brazil",Brazil,Married,,"Master of Business Administration, MIT Sloan School of Management; Bachelor of Arts/Economics, Universidade de Sao Paulo",1.0,1.0,0.0,0.0,1
+2540,Ken Kendrick,ken-kendrick,1.0,79.0,8,United States,"Banking, sports team",Sports,79.0,"Banking, sports team, Self Made",,,"Paradise Valley, Arizona",United States,Married,2.0,,,,,,1
+2540,Brad Keywell,brad-keywell,1.0,53.0,6,United States,"Software, investments",Technology,53.0,"Software, investments, Self Made",8.0,,"Chicago, Illinois",United States,Divorced,2.0,"Bachelor of Arts/Science, University of Michigan; Doctor of Jurisprudence, University of Michigan",1.0,0.0,0.0,0.0,1
+2540,Muhammed Aziz Khan,muhammed-aziz-khan,1.0,68.0,7,Bangladesh,Power,Energy,68.0,"Power, Self Made",,,"Singapore, Singapore",Bangladesh,Married,3.0,"Master of Business Administration, University of Dhaka",0.0,1.0,0.0,0.0,1
+2540,Kim Jung-woong,kim-jung-woong,1.0,48.0,5,South Korea,Cosmetics,Fashion & Retail,48.0,"Cosmetics, Self Made",,,"Seoul, South Korea",South Korea,Married,1.0,"Associate in Arts/Science, Daelim University",0.0,0.0,0.0,0.0,1
+2540,Ihor Kolomoyskyy,ihor-kolomoyskyy,1.0,60.0,6,Israel,"Banking, investments",Diversified,60.0,"Banking, investments, Self Made",,,"Kiev, Ukraine",Israel,Married,2.0,"Master of Science, Dniepropetrovsk Metallurgical Institute",0.0,1.0,0.0,0.0,1
+2540,Kong Jian Min,kong-jian-min,1.0,55.0,6,China,Real estate,Real Estate,55.0,"Real estate, Self Made",,,"Guangzhou, China",China,,,"Bachelor of Arts/Science, Jinan University",1.0,0.0,0.0,0.0,1
+2540,Koo Bon-neung,koo-bon-neung,1.0,74.0,8,South Korea,Electronics,Manufacturing,74.0,Electronics,,,"Seoul, South Korea",South Korea,Married,2.0,"Bachelor of Arts/Science, Korea University",1.0,0.0,0.0,0.0,0
+2540,Michael Kum,michael-kum,1.0,78.0,8,Singapore,Hotels,Real Estate,78.0,"Hotels, Self Made",,,"Singapore, Singapore",Singapore,Married,3.0,error,0.0,0.0,0.0,0.0,1
+2540,Richard Kurtz,richard-kurtz,1.0,82.0,9,United States,Real estate,Real Estate,83.0,"Real estate, Self Made",,,"Palm Beach, Florida",United States,Divorced,,,,,,,1
+2540,Lev Kvetnoi,lev-kvetnoi,1.0,57.0,6,Russia,Cement,Finance & Investments,58.0,"Cement, Self Made",,,"Moscow, Russia",Russia,Married,2.0,"Bachelor of Arts/Science, Leningrad Institute of Physical Culture",1.0,0.0,0.0,0.0,1
+2540,Michiel Le Roux,michiel-le-roux,1.0,73.0,8,South Africa,Banking,Finance & Investments,74.0,"Banking, Self Made",,,"Stellenbosch, South Africa",South Africa,Married,,,,,,,1
+2540,Li Wanqiang,li-wanqiang,1.0,45.0,5,China,Smartphones,Technology,46.0,"Smartphones, Self Made",,,"Beijing, China",China,,,,,,,,1
+2540,Liu Baolin,liu-baolin,1.0,69.0,7,China,Pharmacies,Fashion & Retail,70.0,"Pharmacies, Self Made",,,"Wuhan, China",China,Married,2.0,,,,,,1
+2540,Loo Choon Yong,loo-choon-yong,1.0,74.0,8,Singapore,Healthcare,Healthcare,74.0,"Healthcare, Self Made",,,"Singapore, Singapore",Singapore,Married,2.0,,,,,,1
+2540,Lu Yonghua & family,lu-yonghua,1.0,59.0,6,China,Electronics,Technology,60.0,"Electronics, Self Made",,,"Shanghai, China",China,Married,,"Master of Business Administration, Renmin University of China; Soochow University Graduate School of Humanities",0.0,1.0,0.0,0.0,1
+2540,Ma Xiuhui,ma-xiuhui,1.0,52.0,6,China,LED lighting,Manufacturing,52.0,"LED lighting, Self Made",,,"Shanghai, China",China,Married,,,,,,,1
+2540,Apoorva Mehta,apoorva-mehta,1.0,36.0,4,Canada,Grocery delivery service,Technology,37.0,"Grocery delivery service, Self Made",,,"San Francisco, California",Canada,Single,,"Bachelor of Arts/Science, University of Waterloo",1.0,0.0,0.0,0.0,1
+2540,Gabriella Meister,gabriella-meister,1.0,,0,Germany,Appliances,Manufacturing,,Appliances,,,"Landsberg am Lech, Germany",Germany,Widowed,1.0,,,,,,0
+2540,Ulrike Meister,ulrike-meister,1.0,56.0,6,Germany,Appliances,Manufacturing,56.0,Appliances,,,"Landsberg, Germany",Germany,,,,,,,,0
+2540,Andrei Molchanov,andrei-molchanov,1.0,51.0,6,Russia,Construction materials,Construction & Engineering,51.0,"Construction materials, Self Made",,,"Moscow, Russia",Russia,Married,6.0,"Masters of Public Administration, Russian State Academy of Management; Master of Arts/Science, St Petersburg State University",0.0,1.0,0.0,0.0,1
+2540,Fulvio Montipò & family,fulvio-montipo,1.0,78.0,8,Italy,Hydraulic pumps,Manufacturing,78.0,"Hydraulic pumps, Self Made",,,"Reggio Emilia, Italy",Italy,,,,,,,,1
+2540,Stanley Motta,stanley-motta,1.0,77.0,8,Panama,Finance,Finance & Investments,78.0,Finance,,,,Panama,Married,,,,,,,0
+2540,Tyler Perry,tyler-perry,1.0,53.0,6,United States,"Movies, television",Media & Entertainment,53.0,"Movies, television, Self Made",,,"Atlanta, Georgia",United States,In Relationship,1.0,,,,,,1
+2540,Réal Plourde,real-plourde,1.0,,0,Canada,Convenience stores,Fashion & Retail,,"Convenience stores, Self Made",,,"Westmount, Canada",Canada,Married,,,,,,,1
+2540,Vera Rechulski Santo Domingo,vera-rechulski-santo-domingo,1.0,74.0,8,Brazil,Beer,Food & Beverage,74.0,Beer,,,Bermuda,Brazil,Widowed,2.0,,,,,,0
+2540,George Sakellaris,george-sakellaris,1.0,76.0,8,United States,Energy services,Energy,77.0,"Energy services, Self Made",,,"Milton, Massachusetts",United States,Married,2.0,"Master of Business Administration, Northeastern University; Master of Science in Engineering, Northeastern University; Bachelor of Science in Engineering, University of Maine",1.0,1.0,0.0,0.0,1
+2540,Eddy Kusnadi Sariaatmadja,eddy-kusnadi-sariaatmadja,1.0,69.0,7,Indonesia,"Media, tech",Media & Entertainment,70.0,"Media, tech, Self Made",,,"Jakarta, Indonesia",Indonesia,Married,4.0,"Bachelor of Engineering, University of New South Wales; Master of Science in Engineering, University of New South Wales",1.0,1.0,0.0,0.0,1
+2540,Neerja Sethi,neerja-sethi,1.0,68.0,7,United States,"IT consulting, outsourcing",Technology,68.0,"IT consulting, outsourcing, Self Made",8.0,,"Fisher Island, Florida",United States,Married,2.0,"Bachelor of Arts/Science, Delhi University; Master of Business Administration, Delhi University; Master of Science, Oakland University",1.0,1.0,0.0,0.0,1
+2540,Scott Smith,scott-smith-1,1.0,73.0,8,United States,Cloud computing,Technology,74.0,"Cloud computing, Self Made",,,"Provo, Utah",United States,Married,9.0,"Bachelor of Arts/Science, Brigham Young University; Master of Business Administration, Michigan State University; Ph.D, Pennsylvania State University",1.0,1.0,0.0,0.0,1
+2540,Petter Stordalen & family,petter-stordalen,1.0,60.0,6,Norway,Hotels,Service,60.0,"Hotels, Self Made",,,"Oslo, Norway",Norway,Married,,,,,,,1
+2540,Ivan Streshinsky,ivan-streshinsky,1.0,53.0,6,Russia,"Metals, telecom",Diversified,53.0,"Metals, telecom, Self Made",,,"Moscow, Russia",Russia,Married,5.0,"Master of Science, Moscow Institute of Physics and Technology",0.0,1.0,0.0,0.0,1
+2540,Sergei Sudarikov,sergei-sudarikov,1.0,51.0,6,Russia,"Finance, development",Finance & Investments,52.0,"Finance, development, Self Made",,,"Moscow, Russia",Russia,Married,3.0,"Master of Science, Moscow State University",0.0,1.0,0.0,0.0,1
+2540,Wijono Tanoko,wijono-tanoko,1.0,70.0,7,Indonesia,Paints,Manufacturing,70.0,Paints,,,"Surabaya, Indonesia",Indonesia,Married,4.0,,,,,,0
+2540,Haryanto Tjiptodihardjo,haryanto-tjiptodihardjo,1.0,59.0,6,Indonesia,Manufacturing,Manufacturing,60.0,Manufacturing,,,"Jakarta, Indonesia",Indonesia,,,,,,,,0
+2540,David Tran & family,david-tran,1.0,77.0,8,United States,Hot sauce,Food & Beverage,77.0,"Hot sauce, Self Made",,,"Arcadia, California",United States,Married,2.0,,,,,,1
+2540,Kenzo Tsujimoto,kenzo-tsujimoto,1.0,82.0,9,Japan,Video games,Media & Entertainment,82.0,"video games, Self Made",,,"Osaka, Japan",Japan,Married,3.0,,,,,,1
+2540,Murat Vargi,murat-vargi,1.0,75.0,8,Turkey,Telecom,Telecom,75.0,"Telecom, Self Made",,,"Istanbul, Turkey",Turkey,Married,2.0,,,,,,1
+2540,Shigefumi Wada,shigefumi-wada,1.0,70.0,7,Japan,Software,Technology,70.0,"software, Self Made",,,"Nakano, Tokyo, Japan",Japan,Married,2.0,"Bachelor of Arts/Science, Rikkyo University",1.0,0.0,0.0,0.0,1
+2540,Wan Feng & family,wan-feng,1.0,54.0,6,China,Medical equipment,Healthcare,54.0,"Medical equipment, Self Made",,,"Shenzhen, China",China,,,,,,,,1
+2540,Wang Jianfeng & family,wang-jianfeng,1.0,53.0,6,China,Auto parts,Automotive,,"Auto parts, Self Made",,,"Ningbo, China",China,,,,,,,,1
+2540,Masaru Wasami,masaru-wasami,1.0,77.0,8,Japan,Logistics,Logistics,78.0,"logistics, Self Made",,,,Japan,,,,,,,,1
+2540,V. Prem Watsa,v-prem-watsa,1.0,72.0,8,Canada,"Insurance, investments",Finance & Investments,73.0,"Insurance, investments, Self Made",,,"Toronto, Canada",Canada,Married,3.0,,,,,,1
+2540,Wen Pengcheng & family,wen-pengcheng,1.0,60.0,6,China,Agribusiness,Food & Beverage,60.0,"Agribusiness, Self Made",,,"Yunfu, China",China,Married,,,,,,,1
+2540,Toto Wolff,toto-wolff,1.0,51.0,6,Austria,Sports,Sports,51.0,"Sports, Self Made",,,Monaco,Austria,Married,3.0,"Drop Out, Vienna University",0.0,0.0,0.0,1.0,1
+2540,Franziska Wuerbser,franziska-wuerbser,1.0,35.0,4,Germany,Kitchen appliances,Manufacturing,35.0,Kitchen appliances,,,,Germany,Married,,,,,,,0
+2540,Xie Bingzheng & family,xie-bingzheng,1.0,54.0,6,China,Apparel,Fashion & Retail,54.0,"Apparel, Self Made",,,"Guangzhou, China",China,Married,,,,,,,1
+2540,Xu Gang,xu-gang,1.0,59.0,6,China,Chemicals,Manufacturing,60.0,"Chemicals, Self Made",,,"Jiaozuo, China",China,,,,,,,,1
+2540,Yan Junxu,yan-junxu,1.0,53.0,6,China,Manufacturing,Manufacturing,54.0,"Manufacturing, Self Made",,,"Taicang, China",China,Married,,,,,,,1
+2540,Yi Xianzhong & family,yi-xianzhong,1.0,63.0,7,China,Pharmaceuticals,Healthcare,64.0,"Pharmaceuticals, Self Made",,,"Guangzhou, China",China,,,,,,,,1
+2540,Yu Rong,yu-rong,1.0,51.0,6,China,Health clinics,Healthcare,51.0,"Health clinics, Self Made",,,"Shanghai, China",China,,,,,,,,1
+2540,"Richard Yuengling, Jr.",richard-yuengling-jr,1.0,80.0,8,United States,Beer,Food & Beverage,80.0,Beer,5.0,,"Pottsville, Pennsylvania",United States,Divorced,4.0,"Drop Out, Lycoming College",0.0,0.0,0.0,1.0,0
+2540,Zhang Gongyun,zhang-gongyun,1.0,60.0,6,China,Tyre manufacturing machinery,Manufacturing,60.0,"Tyre manufacturing machinery, Self Made",,,"Gaomi, China",China,,,,,,,,1
+2540,Zhang Guiping & family,zhang-guiping,1.0,71.0,8,China,Real estate,Real Estate,72.0,"Real estate, Self Made",,,"Nanjing, China",China,Married,1.0,"Bachelor of Arts/Science, South East University",1.0,0.0,0.0,0.0,1
+2540,Inigo Zobel,inigo-zobel,1.0,66.0,7,Philippines,Diversified,Diversified,66.0,Diversified,,,"Makati, Philippines",Philippines,,,,,,,,0
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/industry_num.xlsx" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/industry_num.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..9e477b30f6196bbd4699f3adc071a539b6dacf8d
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/industry_num.xlsx" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/school.xlsx" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/school.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..9fabda614235570532640837ca2d94a9b2483d27
Binary files /dev/null and "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\346\225\260\346\215\256/school.xlsx" differ
diff --git "a/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\350\257\264\346\230\216/\351\241\271\347\233\256\350\257\264\346\230\216.md" "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\350\257\264\346\230\216/\351\241\271\347\233\256\350\257\264\346\230\216.md"
new file mode 100644
index 0000000000000000000000000000000000000000..e1921eb6f4323d305296302a15c7c7891aafe4c6
--- /dev/null
+++ "b/03-\350\257\276\347\250\213\345\256\236\351\252\214/SE2101009/\351\241\271\347\233\256\350\257\264\346\230\216/\351\241\271\347\233\256\350\257\264\346\230\216.md"
@@ -0,0 +1,42 @@
+#                              项目说明
+
+### 一、项目简介
+
+​	可视化大屏设计的目的是探究能够成为福布斯榜上的亿万富翁的影响因素，为政策制定者、企业家以及任何希望为全球经济增长和福祉做出贡献的人提供可操作的见解。
+
+### 二、项目成员
+
+​	组长：杨梓灿
+
+​	组员：王妍、杨孚莹、陈秀秀、郑雪怡
+
+### 三、项目分工
+
+1.设计与排版：郑雪怡、王妍
+2.数据处理：陈秀秀
+3.可视化大屏制作：杨梓灿
+4.介绍可视化大屏和可视化内容分析：杨孚莹
+
+### 四、项目数据集选择和使用说明
+
+#### 项目数据选择：
+
+1、数据来源:在kaggle上找到的福布斯排行数据
+2、数据字段的选择:选择年龄段、工作的国家、学历、总资产、行业的选择、自主创业评分、慈善事业评分、资产来源这些属性的字段，并且从教育属性的字段中分离出学校这个属性进行可视化，随后从中简单分析了对于财富积累可能的影响因素，
+3、数据属性字段选择理由：
+（1）国家：国家有发达国家和发展中国家之分，这与国家的经济发展水平有关，这个属性可以探究国家经济发展水平对富豪人数的影响，推测各个国家或地区的经济发展水平；
+（2）总资产：可以分析福布斯富豪资产的总量如何；
+（3）资产来源：可以分析什么样类型的资产对成为富豪更有益处；
+（4）学历：可以用于分析高学历的人是否对成为富豪更有帮助；
+（5）自主创业评分：可以分析能够成为富豪是否需要资产基础；
+（6）行业：可以用于分析所处行业对于资产积累从而成为富豪的影响，以及全球经济中的新兴行业和潜在机会；
+（7）学校：可以用分析名校对成为富豪的影响。
+
+#### 数据集使用说明：
+
+​	我们从这个数据集中抽取了年龄段、工作的国家、学历、总资产、行业的选择、自主创业评分等字段进行可视化，从中简单分析了对于财富积累可能的影响因素，通过富豪工作国家的分布情况推测了各国家或地区的经济发展水平，通过富豪的行业选择和财富来源分析了全球经济中的新兴行业和潜在机会。
+
+### 五、项目模板选择
+
+​	关于可视化大屏模板的选择，我们参考了dataease中的大量模板，最终选择了“公司人员数据大屏”模板：此模板中包含地域分布图，符合我们数据集中Country属性的应用；环形图与福布斯富豪的Age_Range、Education Status适配，词云图也与数据集的Education相符，Philanthropy Scores采用列表等；其余属性如net_worth、Self-Made Score、Source of Wealth适合选择条形图，与该模板较为吻合；此外对于模板中不合适的图形我们也做了修改，如描述Industry时将柱状图改为漏斗图等。
+