data science academy student demo day--moyi dang, visualizing global public companies

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VISUALIZING GLOBAL PUBLIC COMPANIES Moyi Dang

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Data Science Academy, Student Demo day, Data science by R, Vivian S. Zhang, see www.nycdatascience.com for more details.

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Page 1: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

VISUALIZING GLOBAL PUBLIC COMPANIES

Moyi Dang

Page 2: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

The Data

Page 3: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Variables

ROIC Net Margin Growth Leverage Market Cap Liquidity Insider Ownership Capital Expenditure Share Buyback

Page 4: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Market Cap

Page 5: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Growth

Page 6: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

One Year Return

Page 7: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Insider Ownership

Page 8: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

PE

Page 9: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

R Code

Page 10: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Regression by PE

Page 11: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Regression by Return

Page 12: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Regression by PB

Page 13: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Most Undervalued Companies

Ticker Short.Name One.Year.Return Country City residLJ SP Equity LINDETEVES-JACOB 45.225685 Singapore Singapore -38.6694CLUBCAM CI Equity CLUBCAMPO 50.241618 Chile Santiago -18.7947078140 KS Equity DAEBONGLS CO LTD 82.272175 Korea Incheon -11.9451053620 KS Equity TAEYANG CORP 78.691116 Korea Chungnam -10.8247UAMA US Equity UNITED AMERICAN -7.692309 United States Las Vegas -7.5302601398 CH Equity IND & COMM BK-A -7.046483 China Beijing -5.77515601288 CH Equity AGRICULTURAL-A -0.776822 China Beijing -5.391RDGZ KZ Equity KMG EP 28.578717 Kazakhstan Astana -5.38402200725 CH Equity BOE TECHNOLOGY-B 8.073451 China Beijing -4.95587NHL NW Equity NICTUS NAMIBIA -7.41341 Namibia Windhoek -4.92562

Page 14: Data Science Academy Student Demo day--Moyi Dang, Visualizing global public companies

Ticker Short.Name One.Year.Return Country City residNHL NW Equity NICTUS NAMIBIA -7.41341 Namibia Windhoek -4.92562005930 KS Equity SAMSUNG ELECTRON 10.402664 Korea Seocho-gu -4.88749CAIR IN Equity CAIRN INDIA 19.823625 India Gurgaon -4.74967600036 CH Equity CHINA MERCH BK-A -8.329142 China Shenzhen -4.71099600000 CH Equity SHANG PUDONG-A 12.926622 China Shanghai -4.47621601166 CH Equity INDUSTRIAL BAN-A -3.331315 China Fuzhou -4.45353MKL US Equity MARKEL CORP 20.768234 United States Glen Allen -4.43041RIL IN Equity RELIANCE INDS 6.353743 India Mumbai -4.38243601818 CH Equity CHINA EVERBRIG-A -11.074902 China Beijing -4.3505AIG US Equity AMERICAN INTERNA 20.079529 United States New York -4.34824MET US Equity METLIFE INC 19.261147 United States New York -4.31598