Research Article

Using Internet Search Trends and Historical Trading Data for Predicting Stock Markets by the Least Squares Support Vector Regression Model

Table 4

Google Trends search keywords determined by tweets.

Stock markets/corporationsKeywords

DJIAdow jones industrial average, industrial average, dow jones, dow jones industrial, dow jones industrial average futures, dow jones industrial average today, spdr dow jones industrial average etf, close of trade, djia dow jones industrial average, u.s. stocks, record high, dow jones industrial average index, wall street, us stocks, jones industrial average, news dow jones industrial average, the dow jones industrial average, new york, stock market, industrial average today, high close, money morning, djia dow jones, dow stocks, dow jones industrial average etf

RUTrussell 2000 index, ishares russell, russell 2000, index etf, short interest, index fund, wave life sciences, union bankshares, small-cap russell, options trade short russell, index trading, unusual options activity, savings institute bank, recent interest, tpi composites, small caps, new study, delta apparel, one chart, index stock, small stocks, index performance, planet payment, jon najarian, trump administration, argos therapeutics, small-cap stocks, index companies, etf trade, small cap russell, index funds, small cap stocks, aqua metals, russell indexes, options new, great dividend stocks, index shares, mbt financial corp, index rise, short term view, index move, index constituents

S&P 500dow jones, wall street, stock market, bull market, stock market update, e-mini s&p 500, spdr s&p 500, index fund, s&p global, s&p 500, united states, stock market index, market extra, dow jones industrial average, indice s&p 500, us markets, us stocks, trading outlook, technical outlook, u.s. stocks, spy s&p 500, trump rally, dow futures, technical analysis, record highs, record high, market close, bank of America, trading days, futures s&p 500, swing long, stock index, volatility s&p 500, wall st., dish network, market snapshot, dow jones futures, new highs, market correction, el dow jones, straight weeks, top earners, trump’s speech, u.s. stock futures, index funds, futures vs, new post, the treasury market, warren buffett, us stock market, new record

VIXlow volatility, volatility index, election volatility, market volatility, implied volatility, cboe volatility index, realized volatility, brexit volatility, low volatility etf, stocks volatility, daily volatility, spy volatility, high volatility, trading video, long volatility, call option, high beta, low volatility index, historical volatility, trading days, vix volatility index, volatility etf, vix index, vix futures, index options, minimum volatility, united states, volatility index etf, stock market, sector etfs, strategy video, volatility etfs, annualized volatility

IXICnasdaq composite, nasdaq composite index, composite index, dow jones, record high, wall street, nasdaq index, record close, close report, new York, nasdaq composite stock index, of Nasdaq, stock market update, dow jones industrial average, dow jones industrial, record highs, new record high, ytd dow jones, all-time high, new record, wall st., composite stock index, u.s. stocks, us stocks, new highs

APPLapple inc., apple iphone, apple watch, apple stock, apple tv, new iphone apple music, apple ios, aapl stock, aapl apple, tim cook, new macbook, apple stock price, apple aapl, apple macbook, iphone sales, apple shares, apple store, apple watch series, apple earnings, apple ceo, new post, apple airpods, apple the iphone, aapl iphone, aapl, next iphone, apple car, aapl earnings, apple tim cook, apple news, apple app store, apple watch sales, aapl shares, new apple watch, apple releases, apple iphone sales, apple new iphone, apple new macbook, next week, iphone 6s, apple ipad, apple new, iphone, apple support, macos sierra, aapl watch, aapl price, touch bar, apple tax, apple event, aapl chart, apple next iphone, apple will, apple patent, apple tv app, apple history, shares of apple, headphone jack, black iphone, apple sales, aapl stock market, apple analyst, new iphones, apple tax ruling, apple stores, apple maps, next apple watch, apple products, steve jobs

GOOGLalphabet inc., googl google, googl stock, googl shares, googl earnings, google inc., new post, google home, google maps, google googl, google pixel, google stock, google fiber, apple inc., google play, amazon, apple, alphabet stock, tech stocks, alphabet earnings, google earnings, facebook inc., google assistant, alphabet inc. stock, business google, fang stocks, googl search, alphabet googl, google cloud, googl pixel, google parent alphabet, google news, google search, twitter inc., wall street, google stock market

MSFTmicrosoft corporation, microsoft windows, microsoft, msft stock, msft, microsoft corp, microsoft surface, microsoft xbox, msft microsoft, microsoft azure, microsoft office, microsoft stock, new xbox, microsoft band, new windows, apple, microsoft edge, microsoft releases, microsoft health, microsoft teams, microsoft cloud, microsoft hololens, microsoft earnings, microsoft store, new Microsoft, new post, tech stocks, windows phone, msft azure, microsoft msft, bill gates, microsoft dynamics, cloud business, microsoft ceo, nokia, surface book, surface, microsoft surface studio, microsoft surface book, windows store, microsoft twitter, Microsoft employees, microsoft shares, new surface, surface studio, msft earnings, anniversary update, microsoft deal, last earnings, satya nadella, stock update, microsoft surface phone, microsoft lumia, microsoft software, cloud services, surfacebook, msft surface, surface phone, business microsoft, microsoft corporation stock, microsoft co, microsoft partners, microsoft cortana, xbox ones, microsoft partner, new features