Juan Colunga
June 23, 2018
Preparation Packages
library("twitteR")## Warning: package 'twitteR' was built under R version 3.4.4library("wordcloud")## Warning: package 'wordcloud' was built under R version 3.4.4## Loading required package: RColorBrewerlibrary("tm")## Warning: package 'tm' was built under R version 3.4.4## Loading required package: NLPlibrary("plyr")##
## Attaching package: 'plyr'## The following object is masked from 'package:twitteR':
##
## idRead Tokens in R
consumer_key='lDu8KP5dWReKsxBjydUe3z6mG'
consumer_secret='HdtmcIbXwP7AniiSmwvyDXYWaCb9hEvldcgz3ORiTJmlZkO0Md'
access_token ='842760312801710085-xNxMZjD0AOQVkgB8KcoFg4Rsztq0e4K'
access_secret='lqlaS64jhH5zn9HAIQ0iwVm0TupUUdEBffEz30sSKQIOF'
setup_twitter_oauth(consumer_key,consumer_secret,access_token,access_secret)## [1] "Using direct authentication"Read data from Twitter into R
num_tweets=25
r_stats=searchTwitter("#MedicalEquipment",n=num_tweets)
r_stats## [[1]]
## [1] "tmj_SD_skltrd: We're #hiring! Read about our latest #job opening here: Medical Equipment Delivery Technician/ Delivery Driver -… https://t.co/ONk9wdkdDD"
##
## [[2]]
## [1] "sachinchawla: RT @supermedicare1: DreamStation combines proven technology from the previous lineups & featuring new technology to provide comfortable, na…"
##
## [[3]]
## [1] "Kangaroo_Cases: Case Warriors! #best crew #kangaroocases #reusableshippingcontainer #av #casecompany #proav #prolighting… https://t.co/I0Nkr0W2xu"
##
## [[4]]
## [1] "supermedicare1: DreamStation combines proven technology from the previous lineups & featuring new technology to provide comfortable… https://t.co/BbZfIr58A0"
##
## [[5]]
## [1] "Tiger_Medical: Designed to keep tools protected and simplify transportation, Diagnostic Sets from Welch Allyn feature a combinatio… https://t.co/nPUzObg86w"
##
## [[6]]
## [1] "josephbrinas: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[7]]
## [1] "Jheny92664296: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[8]]
## [1] "Quote60272558: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[9]]
## [1] "rllvsssr: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[10]]
## [1] "laraayeza14: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[11]]
## [1] "GlobalDental_UK: RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
##
## [[12]]
## [1] "clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf… https://t.co/kE24Q4YN80"
##
## [[13]]
## [1] "AdvancingPhysio: RT @TimHourahine: #Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
##
## [[14]]
## [1] "tmj_RIP_skltrd: This #job might be a great fit for you: Medical Equipment Delivery Technician - https://t.co/3oh5kdLESo… https://t.co/sf1xnr8o6j"
##
## [[15]]
## [1] "MedicalShipment: Cellphone minutes are in constant demand, so Susan Musungambira, who sells cards that replenish those minutes, has… https://t.co/zQ5gVJMbQn"
##
## [[16]]
## [1] "johnnaarintl: Memphis, TN Capital Medical Equipment-3+ year solid sales exp-documented track record. Solid base & comm at plan 20… https://t.co/TUgUGCV6oS"
##
## [[17]]
## [1] "johnnaarintl: New Orleans, LA Capital Medical Equipment-3+ year solid sales exp-documented track record. Solid base & comm at pla… https://t.co/VbkltzvC8M"
##
## [[18]]
## [1] "MedicalDunia: #medicaldunia deal in all types of #autocalve #sterilizer . Any Query Please Contact us info@medicaldunia.com, +91-… https://t.co/tOnkWO3w84"
##
## [[19]]
## [1] "medicalmartuae: The Advanced 100B is a Pulse Oximeter intended continuous monitoring or spot-checking of functional arterial oxygen… https://t.co/91i6N1rAcw"
##
## [[20]]
## [1] "PrimedeqIndia: Newport Portable Ventilator, Zimmer Orthodrill, Allen & Hansburys Dermatome, 100mA Xray, Xray Table and ECG machine… https://t.co/xDVA80Vgjv"
##
## [[21]]
## [1] "ThomasSebry: RT @TimHourahine: #Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
##
## [[22]]
## [1] "TimHourahine: #Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
##
## [[23]]
## [1] "medkinect1: It's Thursday folks. Let's make sure we finish the week strong! \n\n#salesreps, #medicalreps.. We love to make money.… https://t.co/EEKaH4deQy"
##
## [[24]]
## [1] "gateuk: https://t.co/2zWMUAJtM8 added : Medisave - Medisave offers an extensive selection of personal physician/health prof… https://t.co/5BIPx2GF1r"
##
## [[25]]
## [1] "tmj_PHL_skltrd: Can you recommend anyone for this #job? Medical Equipment Delivery Technician - https://t.co/aaBkoAM7DG… https://t.co/WP2bvhMzQg"Modify Tweets
- Save Text
r_stats_text=sapply(r_stats, function(x) x$getText())
r_stats_text## [1] "We're #hiring! Read about our latest #job opening here: Medical Equipment Delivery Technician/ Delivery Driver -… https://t.co/ONk9wdkdDD"
## [2] "RT @supermedicare1: DreamStation combines proven technology from the previous lineups & featuring new technology to provide comfortable, na…"
## [3] "Case Warriors! #best crew #kangaroocases #reusableshippingcontainer #av #casecompany #proav #prolighting… https://t.co/I0Nkr0W2xu"
## [4] "DreamStation combines proven technology from the previous lineups & featuring new technology to provide comfortable… https://t.co/BbZfIr58A0"
## [5] "Designed to keep tools protected and simplify transportation, Diagnostic Sets from Welch Allyn feature a combinatio… https://t.co/nPUzObg86w"
## [6] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [7] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [8] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [9] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [10] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [11] "RT @clineedscs: A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf \n\n#Medicale…"
## [12] "A #therapist is looking for a full time Therapy office space in #SanDiego , #California https://t.co/Y6nc5glVOf… https://t.co/kE24Q4YN80"
## [13] "RT @TimHourahine: #Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
## [14] "This #job might be a great fit for you: Medical Equipment Delivery Technician - https://t.co/3oh5kdLESo… https://t.co/sf1xnr8o6j"
## [15] "Cellphone minutes are in constant demand, so Susan Musungambira, who sells cards that replenish those minutes, has… https://t.co/zQ5gVJMbQn"
## [16] "Memphis, TN Capital Medical Equipment-3+ year solid sales exp-documented track record. Solid base & comm at plan 20… https://t.co/TUgUGCV6oS"
## [17] "New Orleans, LA Capital Medical Equipment-3+ year solid sales exp-documented track record. Solid base & comm at pla… https://t.co/VbkltzvC8M"
## [18] "#medicaldunia deal in all types of #autocalve #sterilizer . Any Query Please Contact us info@medicaldunia.com, +91-… https://t.co/tOnkWO3w84"
## [19] "The Advanced 100B is a Pulse Oximeter intended continuous monitoring or spot-checking of functional arterial oxygen… https://t.co/91i6N1rAcw"
## [20] "Newport Portable Ventilator, Zimmer Orthodrill, Allen & Hansburys Dermatome, 100mA Xray, Xray Table and ECG machine… https://t.co/xDVA80Vgjv"
## [21] "RT @TimHourahine: #Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
## [22] "#Sterimelt and #AneurinBevanNHS featuring in another #medicalequipment related journal https://t.co/GjqPoPwqlQ"
## [23] "It's Thursday folks. Let's make sure we finish the week strong! \n\n#salesreps, #medicalreps.. We love to make money.… https://t.co/EEKaH4deQy"
## [24] "https://t.co/2zWMUAJtM8 added : Medisave - Medisave offers an extensive selection of personal physician/health prof… https://t.co/5BIPx2GF1r"
## [25] "Can you recommend anyone for this #job? Medical Equipment Delivery Technician - https://t.co/aaBkoAM7DG… https://t.co/WP2bvhMzQg"- Create corpus - consuct a text document colection
r_stats_text_corpus=Corpus(VectorSource(r_stats_text))
r_stats_text_corpus## <<SimpleCorpus>>
## Metadata: corpus specific: 1, document level (indexed): 0
## Content: documents: 25Modify the tweets
- Wordcloud
library("tm")
r_stats_text_corpus=tm_map(r_stats_text_corpus, function(x) iconv(enc2utf8(x), sub = "byte"))## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, function(x)
## iconv(enc2utf8(x), : transformation drops documentsr_stats_text_corpus=tm_map(r_stats_text_corpus, content_transformer(tolower)) ## Warning in tm_map.SimpleCorpus(r_stats_text_corpus,
## content_transformer(tolower)): transformation drops documentsr_stats_text_corpus=tm_map(r_stats_text_corpus, removePunctuation)## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, removePunctuation):
## transformation drops documentsr_stats_text_corpus=tm_map(r_stats_text_corpus, function(x)removeWords(x,stopwords()))## Warning in tm_map.SimpleCorpus(r_stats_text_corpus, function(x)
## removeWords(x, : transformation drops documentswordcloud(r_stats_text_corpus)## Warning in wordcloud(r_stats_text_corpus): httpstcoy6nc5glvof could not be
## fit on page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): therapist could not be fit on
## page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): therapy could not be fit on
## page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): clineedscs could not be fit on
## page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): medicale†could not be fit on
## page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): office could not be fit on page.
## It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): looking could not be fit on
## page. It will not be plotted.## Warning in wordcloud(r_stats_text_corpus): delivery could not be fit on
## page. It will not be plotted.
Get User Info
r_stats_obama=userTimeline("opunu", n=25)
me=getUser("opunu")
me$getId()## [1] "174538388"getUser(174538388)## [1] "opunu"Follower Information
followersIds=lookupUsers(me$getFollowerIDs())
length(followersIds)## [1] 599followers=me$getFollowers()
followers## $`980967550942089216`
## [1] "superyagami400"
##
## $`2666110080`
## [1] "MikeAReynoso"
##
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##
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## [1] "TransformMarvel"
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## [1] "SnFTxGHoSt2"
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## [1] "PriinceSinatra"
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## [1] "Viperless33"
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## [1] "Soulsilverx1"
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## [1] "ivoryblondon"
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## [1] "itsmadalex"
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## [1] "Polls4Nerds"
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## $`807269465297735680`
## [1] "ReezyGemini"
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## [1] "Jakareb2001"
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## $`3244215218`
## [1] "dubstepmayhem"
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## [1] "sarahernnandez"
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## $`385402810`
## [1] "itsBarreda"
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## $`856178100870275072`
## [1] "RoseVidel"
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## $`883936764603244544`
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## [1] "LBP_2_BEAST"Extra informations from Tweets
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## 371 Nashville United States 2457170
## 372 New Haven United States 2458410
## 373 New Orleans United States 2458833
## 374 New York United States 2459115
## 375 Norfolk United States 2460389
## 376 Oklahoma City United States 2464592
## 377 Omaha United States 2465512
## 378 Orlando United States 2466256
## 379 Philadelphia United States 2471217
## 380 Phoenix United States 2471390
## 381 Pittsburgh United States 2473224
## 382 Portland United States 2475687
## 383 Providence United States 2477058
## 384 Raleigh United States 2478307
## 385 Richmond United States 2480894
## 386 Sacramento United States 2486340
## 387 St. Louis United States 2486982
## 388 Salt Lake City United States 2487610
## 389 San Antonio United States 2487796
## 390 San Diego United States 2487889
## 391 San Francisco United States 2487956
## 392 San Jose United States 2488042
## 393 Seattle United States 2490383
## 394 Tallahassee United States 2503713
## 395 Tampa United States 2503863
## 396 Tucson United States 2508428
## 397 Virginia Beach United States 2512636
## 398 Washington United States 2514815
## 399 Osaka Japan 15015370
## 400 Kyoto Japan 15015372
## 401 Delhi India 20070458
## 402 United Arab Emirates United Arab Emirates 23424738
## 403 Algeria Algeria 23424740
## 404 Argentina Argentina 23424747
## 405 Australia Australia 23424748
## 406 Austria Austria 23424750
## 407 Bahrain Bahrain 23424753
## 408 Belgium Belgium 23424757
## 409 Belarus Belarus 23424765
## 410 Brazil Brazil 23424768
## 411 Canada Canada 23424775
## 412 Chile Chile 23424782
## 413 Colombia Colombia 23424787
## 414 Denmark Denmark 23424796
## 415 Dominican Republic Dominican Republic 23424800
## 416 Ecuador Ecuador 23424801
## 417 Egypt Egypt 23424802
## 418 Ireland Ireland 23424803
## 419 France France 23424819
## 420 Ghana Ghana 23424824
## 421 Germany Germany 23424829
## 422 Greece Greece 23424833
## 423 Guatemala Guatemala 23424834
## 424 Indonesia Indonesia 23424846
## 425 India India 23424848
## 426 Israel Israel 23424852
## 427 Italy Italy 23424853
## 428 Japan Japan 23424856
## 429 Jordan Jordan 23424860
## 430 Kenya Kenya 23424863
## 431 Korea Korea 23424868
## 432 Kuwait Kuwait 23424870
## 433 Lebanon Lebanon 23424873
## 434 Latvia Latvia 23424874
## 435 Oman Oman 23424898
## 436 Mexico Mexico 23424900
## 437 Malaysia Malaysia 23424901
## 438 Nigeria Nigeria 23424908
## 439 Netherlands Netherlands 23424909
## 440 Norway Norway 23424910
## 441 New Zealand New Zealand 23424916
## 442 Peru Peru 23424919
## 443 Pakistan Pakistan 23424922
## 444 Poland Poland 23424923
## 445 Panama Panama 23424924
## 446 Portugal Portugal 23424925
## 447 Qatar Qatar 23424930
## 448 Philippines Philippines 23424934
## 449 Puerto Rico Puerto Rico 23424935
## 450 Russia Russia 23424936
## 451 Saudi Arabia Saudi Arabia 23424938
## 452 South Africa South Africa 23424942
## 453 Singapore Singapore 23424948
## 454 Spain Spain 23424950
## 455 Sweden Sweden 23424954
## 456 Switzerland Switzerland 23424957
## 457 Thailand Thailand 23424960
## 458 Turkey Turkey 23424969
## 459 United Kingdom United Kingdom 23424975
## 460 Ukraine Ukraine 23424976
## 461 United States United States 23424977
## 462 Venezuela Venezuela 23424982
## 463 Vietnam Vietnam 23424984
## 464 Petaling Malaysia 56013632
## 465 Hulu Langat Malaysia 56013645
## 466 Ahsa Saudi Arabia 56120136
## 467 Okayama Japan 90036018Trending Tweets in Mexico
getTrends(116545)## name
## 1 #MexicoVsCorea
## 2 Layun
## 3 Lukaku
## 4 Hazard
## 5 Bélgica
## 6 #ElDesmadreDelTRIunfo
## 7 #BELTUN
## 8 Batshuayi
## 9 De Bruyne
## 10 El Chucky
## 11 Túnez
## 12 #VamosMéxicoVotaPRI
## 13 #Pride2018
## 14 Spartak Stadium
## 15 Salcedo
## 16 Pesquería
## 17 Carrasco
## 18 #FrenchGP
## url
## 1 http://twitter.com/search?q=%23MexicoVsCorea
## 2 http://twitter.com/search?q=Layun
## 3 http://twitter.com/search?q=Lukaku
## 4 http://twitter.com/search?q=Hazard
## 5 http://twitter.com/search?q=B%C3%A9lgica
## 6 http://twitter.com/search?q=%23ElDesmadreDelTRIunfo
## 7 http://twitter.com/search?q=%23BELTUN
## 8 http://twitter.com/search?q=Batshuayi
## 9 http://twitter.com/search?q=%22De+Bruyne%22
## 10 http://twitter.com/search?q=%22El+Chucky%22
## 11 http://twitter.com/search?q=T%C3%BAnez
## 12 http://twitter.com/search?q=%23VamosM%C3%A9xicoVotaPRI
## 13 http://twitter.com/search?q=%23Pride2018
## 14 http://twitter.com/search?q=%22Spartak+Stadium%22
## 15 http://twitter.com/search?q=Salcedo
## 16 http://twitter.com/search?q=Pesquer%C3%ADa
## 17 http://twitter.com/search?q=Carrasco
## 18 http://twitter.com/search?q=%23FrenchGP
## query woeid
## 1 %23MexicoVsCorea 116545
## 2 Layun 116545
## 3 Lukaku 116545
## 4 Hazard 116545
## 5 B%C3%A9lgica 116545
## 6 %23ElDesmadreDelTRIunfo 116545
## 7 %23BELTUN 116545
## 8 Batshuayi 116545
## 9 %22De+Bruyne%22 116545
## 10 %22El+Chucky%22 116545
## 11 T%C3%BAnez 116545
## 12 %23VamosM%C3%A9xicoVotaPRI 116545
## 13 %23Pride2018 116545
## 14 %22Spartak+Stadium%22 116545
## 15 Salcedo 116545
## 16 Pesquer%C3%ADa 116545
## 17 Carrasco 116545
## 18 %23FrenchGP 116545getTrends(1)## name
## 1 #MexicoVsCorea
## 2 #BELTUN
## 3 #<U+062A><U+0648><U+0646><U+0633>_<U+0628><U+0644><U+062C><U+064A><U+0643><U+0627>
## 4 #Maltepe
## 5 Batshuayi
## 6 <U+C7A5><U+D604><U+C218>
## 7 #FrenchGP
## 8 <U+BA55><U+C2DC><U+CF54>
## 9 Hazard
## 10 Douglas Costa
## 11 Layun
## 12 <U+C190><U+D765><U+BBFC>
## 13 <U+9707><U+5EA6>3
## 14 <U+D328><U+B110><U+D2F0><U+D0A5>
## 15 <U+0639><U+0644><U+064A> <U+0645><U+0639><U+0644><U+0648><U+0644>
## 16 <U+30D9><U+30EB><U+30AE><U+30FC>
## 17 Khazri
## 18 Grosjean
## 19 Merchant Navy
## 20 <U+30E1><U+30AD><U+30B7><U+30B3><U+5148><U+5236>
## 21 <U+B370><U+C774><U+BA3C>
## 22 Vamos Vela
## 23 #PeoplesVoteMarch
## 24 #IyikiErdoganVar
## 25 #SaturdayMorning
## 26 #23Jun
## 27 #OylarSaadete
## 28 #GeliyorAksener
## 29 #<U+0647><U+0644>_<U+0627><U+0633><U+062A><U+063A><U+0641><U+0631><U+062A>_<U+0631><U+0628><U+0643>_<U+0627><U+0644><U+064A><U+0648><U+0645>
## 30 #AMJoy
## 31 #AsAChildIThought
## 32 #<U+0627><U+0631><U+062D><U+0644>_<U+064A><U+0627>_<U+0633><U+064A><U+0633><U+064A><U+064A>
## 33 #MMKIdentityTheft
## 34 #EXO_LotteConcert
## 35 #UFCSingapore
## 36 #OyKullanirkenUnutma
## 37 #<U+3042><U+306A><U+305F><U+306F><U+3044><U+304F><U+3064><U+306B><U+898B><U+3089><U+308C><U+3066><U+308B>
## 38 #PartyChilensisFtChexico
## 39 #ggo_anime
## 40 #NichkhunOfTheYear
## url
## 1 http://twitter.com/search?q=%23MexicoVsCorea
## 2 http://twitter.com/search?q=%23BELTUN
## 3 http://twitter.com/search?q=%23%D8%AA%D9%88%D9%86%D8%B3_%D8%A8%D9%84%D8%AC%D9%8A%D9%83%D8%A7
## 4 http://twitter.com/search?q=%23Maltepe
## 5 http://twitter.com/search?q=Batshuayi
## 6 http://twitter.com/search?q=%EC%9E%A5%ED%98%84%EC%88%98
## 7 http://twitter.com/search?q=%23FrenchGP
## 8 http://twitter.com/search?q=%EB%A9%95%EC%8B%9C%EC%BD%94
## 9 http://twitter.com/search?q=Hazard
## 10 http://twitter.com/search?q=%22Douglas+Costa%22
## 11 http://twitter.com/search?q=Layun
## 12 http://twitter.com/search?q=%EC%86%90%ED%9D%A5%EB%AF%BC
## 13 http://twitter.com/search?q=%E9%9C%87%E5%BA%A63
## 14 http://twitter.com/search?q=%ED%8C%A8%EB%84%90%ED%8B%B0%ED%82%A5
## 15 http://twitter.com/search?q=%22%D8%B9%D9%84%D9%8A+%D9%85%D8%B9%D9%84%D9%88%D9%84%22
## 16 http://twitter.com/search?q=%E3%83%99%E3%83%AB%E3%82%AE%E3%83%BC
## 17 http://twitter.com/search?q=Khazri
## 18 http://twitter.com/search?q=Grosjean
## 19 http://twitter.com/search?q=%22Merchant+Navy%22
## 20 http://twitter.com/search?q=%E3%83%A1%E3%82%AD%E3%82%B7%E3%82%B3%E5%85%88%E5%88%B6
## 21 http://twitter.com/search?q=%EB%8D%B0%EC%9D%B4%EB%A8%BC
## 22 http://twitter.com/search?q=%22Vamos+Vela%22
## 23 http://twitter.com/search?q=%23PeoplesVoteMarch
## 24 http://twitter.com/search?q=%23%C4%B0yikiErdo%C4%9FanVar
## 25 http://twitter.com/search?q=%23SaturdayMorning
## 26 http://twitter.com/search?q=%2323Jun
## 27 http://twitter.com/search?q=%23OylarSaadete
## 28 http://twitter.com/search?q=%23GeliyorAk%C5%9Fener
## 29 http://twitter.com/search?q=%23%D9%87%D9%84_%D8%A7%D8%B3%D8%AA%D8%BA%D9%81%D8%B1%D8%AA_%D8%B1%D8%A8%D9%83_%D8%A7%D9%84%D9%8A%D9%88%D9%85
## 30 http://twitter.com/search?q=%23AMJoy
## 31 http://twitter.com/search?q=%23AsAChildIThought
## 32 http://twitter.com/search?q=%23%D8%A7%D8%B1%D8%AD%D9%84_%D9%8A%D8%A7_%D8%B3%D9%8A%D8%B3%D9%8A%D9%8A
## 33 http://twitter.com/search?q=%23MMKIdentityTheft
## 34 http://twitter.com/search?q=%23EXO_LotteConcert
## 35 http://twitter.com/search?q=%23UFCSingapore
## 36 http://twitter.com/search?q=%23OyKullan%C4%B1rkenUnutma
## 37 http://twitter.com/search?q=%23%E3%81%82%E3%81%AA%E3%81%9F%E3%81%AF%E3%81%84%E3%81%8F%E3%81%A4%E3%81%AB%E8%A6%8B%E3%82%89%E3%82%8C%E3%81%A6%E3%82%8B
## 38 http://twitter.com/search?q=%23PartyChilensisFtChexico
## 39 http://twitter.com/search?q=%23ggo_anime
## 40 http://twitter.com/search?q=%23NichkhunOfTheYear
## query
## 1 %23MexicoVsCorea
## 2 %23BELTUN
## 3 %23%D8%AA%D9%88%D9%86%D8%B3_%D8%A8%D9%84%D8%AC%D9%8A%D9%83%D8%A7
## 4 %23Maltepe
## 5 Batshuayi
## 6 %EC%9E%A5%ED%98%84%EC%88%98
## 7 %23FrenchGP
## 8 %EB%A9%95%EC%8B%9C%EC%BD%94
## 9 Hazard
## 10 %22Douglas+Costa%22
## 11 Layun
## 12 %EC%86%90%ED%9D%A5%EB%AF%BC
## 13 %E9%9C%87%E5%BA%A63
## 14 %ED%8C%A8%EB%84%90%ED%8B%B0%ED%82%A5
## 15 %22%D8%B9%D9%84%D9%8A+%D9%85%D8%B9%D9%84%D9%88%D9%84%22
## 16 %E3%83%99%E3%83%AB%E3%82%AE%E3%83%BC
## 17 Khazri
## 18 Grosjean
## 19 %22Merchant+Navy%22
## 20 %E3%83%A1%E3%82%AD%E3%82%B7%E3%82%B3%E5%85%88%E5%88%B6
## 21 %EB%8D%B0%EC%9D%B4%EB%A8%BC
## 22 %22Vamos+Vela%22
## 23 %23PeoplesVoteMarch
## 24 %23%C4%B0yikiErdo%C4%9FanVar
## 25 %23SaturdayMorning
## 26 %2323Jun
## 27 %23OylarSaadete
## 28 %23GeliyorAk%C5%9Fener
## 29 %23%D9%87%D9%84_%D8%A7%D8%B3%D8%AA%D8%BA%D9%81%D8%B1%D8%AA_%D8%B1%D8%A8%D9%83_%D8%A7%D9%84%D9%8A%D9%88%D9%85
## 30 %23AMJoy
## 31 %23AsAChildIThought
## 32 %23%D8%A7%D8%B1%D8%AD%D9%84_%D9%8A%D8%A7_%D8%B3%D9%8A%D8%B3%D9%8A%D9%8A
## 33 %23MMKIdentityTheft
## 34 %23EXO_LotteConcert
## 35 %23UFCSingapore
## 36 %23OyKullan%C4%B1rkenUnutma
## 37 %23%E3%81%82%E3%81%AA%E3%81%9F%E3%81%AF%E3%81%84%E3%81%8F%E3%81%A4%E3%81%AB%E8%A6%8B%E3%82%89%E3%82%8C%E3%81%A6%E3%82%8B
## 38 %23PartyChilensisFtChexico
## 39 %23ggo_anime
## 40 %23NichkhunOfTheYear
## woeid
## 1 1
## 2 1
## 3 1
## 4 1
## 5 1
## 6 1
## 7 1
## 8 1
## 9 1
## 10 1
## 11 1
## 12 1
## 13 1
## 14 1
## 15 1
## 16 1
## 17 1
## 18 1
## 19 1
## 20 1
## 21 1
## 22 1
## 23 1
## 24 1
## 25 1
## 26 1
## 27 1
## 28 1
## 29 1
## 30 1
## 31 1
## 32 1
## 33 1
## 34 1
## 35 1
## 36 1
## 37 1
## 38 1
## 39 1
## 40 1