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twitter-hashtag-analysis

VIEWS: 14 PAGES: 102

									Twitter Hashtag Analysis                                                                                   #apple
Of the most-followed people that used #apple, what hashtags have they used
HashTag               People     Mentions HashTag                 People     Mentions
apple                         90       2549 youtube                       11        39
ipad                          40        336 nokia                         11        38
iphone                        36        997 chrome                        11        25
google                        31        285 motorola                      11        18
facebook                      27        140 blackberry                    10        43
android                       26        270 fb                             9       259
microsoft                     24        111 music                          9        66
twitter                       23        151 nexus                          9        23
mac                           22        452 internet                       9        22
samsung                       22        189 windows8                       9        21
ff                            21         69 siri                           9        17
ios                           18        371 adobe                          9        12
mobile                        16         65 news                           8       485
itunes                        16         56 linkedin                       8        37
app                           15        284 marketing                      8        24
sony                          15         96 nexus7                         8        12
amazon                        15         30 rim                            8        12
apps                          14        105 asus                           7        27
htc                           14         41 digital                        7        24
socialmedia                   12         96 uk                             7        19
tablet                        12         62 video                          7        18
windows                       12         21 pinterest                      7        17
instagram                     11        222 windowsphone                   7        17
euro2012                      11         64 icloud                         7        13
acta                          11         47 toshiba                        7        13
*note: this widget can take 5 minutes to refresh. The Twitter API may limit you to one analysis per hour
; enter the hashtag to analyze in cell H1 on the _sample worksheet
            ;           #apple
            prompt,add,[HASHTAG],%23apple
            uiGetDataFromTwitter,Twitter1.csv,search,entry,q=[HASHTAG],"author/name"
            ImportDataFiles,Twitter1.csv,,0,1,utf-8,,yyyy-MM-ddTHH:mm:ssZ,en-US,,""
            NewRowLabel,screenname (fullname)
            SplitTextColumn,screenname (fullname)," "
            deletetextcolumn,(fullname)
            CombineDuplicates,Average
            MathOperation,FillWithValue,1,0,row,Actual
            MathOperation,Cumulative,0,0,Column,CumulSum
            pagecaption,CumulativeCount

          ; figure out how many groups-of-99-rows we have
          Select,Row,Last
          KeepSelected
          MathOperation,Divide,99,0,row,Actual
          MathOperation,Add,1,0,row,Actual
          Select,Column,First
          SetTupleValue,Column,First,[HUNDREDS]

          ; now split the list into 99-id-long rows
          select,page,CumulativeCount
          ChangeValuesToNtile,True,Column,[HUNDREDS]
          SwapCellValues,row
          Select,Column,First
          CopyDataToTextColumns
          NewTextColumnName,Count,List
          ChangeTextInTextColumn,List,"; ","*,"
          ; maximum of 200 users to analyze
          SelectRange,row,0,2
          KeepSelected
          PageCaption,IDs

          uiGetDataFromTwitter,Twitter0.csv,api,user,"users/lookup.xml?skip_status=t&screen_name=List","screen_name
          ImportDataFiles,Twitter0.csv,"nxignore_List,nxrowlabel_screen_name,nxnumeric_followers_count",0,1,utf-8,,yyy
          Sort,First,Desc
          SelectRange,Row,First,200
          KeepSelected
          pagecaption,screennames

          uiGetDataFromTwitter,Twitter2.csv,api,status,statuses/user_timeline.xml?screen_name=top_n&include_rts=t&in
          ImportDataFiles,Twitter2.csv,,0,1,utf-8,,yyyy-MM-ddTHH:mm:ssZ,en-US,,"lowercase.csv"
          ; eliminate duplicate messages posted by robots
          combineduplicates,sum
          select,column,0
          removeselected
pagecaption,all entities
; get count of mentions by screenname 1
removecolumns,text~entities/hashtags/hashtag/text2~entities/hashtags/hashtag/text3~entities/hashtags/hashta
combineduplicates,Count,True
NewTextColumnName,entities/hashtags/hashtag/text,hashtag
SelectByCaptions,RemoveBySel,Row,0,false,,false,,true,ExactMatch,1,
pagecaption,name+tag1
select,page,all entities
removecolumns,text~entities/hashtags/hashtag/text~entities/hashtags/hashtag/text3~entities/hashtags/hashtag
combineduplicates,Count,True
NewTextColumnName,entities/hashtags/hashtag/text2,hashtag
SelectByCaptions,RemoveBySel,Row,0,false,,false,,true,ExactMatch,1,
pagecaption,name+tag2
select,page,all entities
removecolumns,text~entities/hashtags/hashtag/text~entities/hashtags/hashtag/text2~entities/hashtags/hashtag
combineduplicates,Count,True
NewTextColumnName,entities/hashtags/hashtag/text3,hashtag
SelectByCaptions,RemoveBySel,Row,0,false,,false,,true,ExactMatch,1,
pagecaption,name+tag3
select,page,all entities
removecolumns,text~entities/hashtags/hashtag/text~entities/hashtags/hashtag/text2~entities/hashtags/hashtag
combineduplicates,Count,True
NewTextColumnName,entities/hashtags/hashtag/text4,hashtag
SelectByCaptions,RemoveBySel,Row,0,false,,false,,true,ExactMatch,1,
pagecaption,name+tag4
select,page,all entities
removecolumns,text~entities/hashtags/hashtag/text~entities/hashtags/hashtag/text2~entities/hashtags/hashtag
combineduplicates,Count,True
NewTextColumnName,entities/hashtags/hashtag/text5,hashtag
SelectByCaptions,RemoveBySel,Row,0,false,,false,,true,ExactMatch,1,
pagecaption,name+tag5
concatenatepageswith,name+tag,startswith
deletetextcolumn,from
ChangeLabelCaption,False,Column,Count,Mentions
combineduplicates,Sum
select,column,Count
removeselected
combinesimilar,hashtag,Sum,True
ChangeLabelCaption,False,Column,hashtag Count,ScreenNames
sort,Last,desc
sort,First,desc
newrowlabel,Hashtag
pagecaption,hashtags
uiSaveInWorksheet,Current,_data,overwrite,invisible,1,1,unformatted,-1,-1
creen_name=List","screen_name,followers_count",IDs,List,List
ic_followers_count",0,1,utf-8,,yyyy-MM-ddTHH:mm:ssZ,en-US,,""




n_name=top_n&include_rts=t&include_entities=t&count=200,"text,entities/hashtags/hashtag/text,entities/hashtags/hashtag/text2,enti
g/text3~entities/hashtags/hashtag/text4~entities/hashtags/hashtag/text5,




/text3~entities/hashtags/hashtag/text4~entities/hashtags/hashtag/text5,




/text2~entities/hashtags/hashtag/text4~entities/hashtags/hashtag/text5,




/text2~entities/hashtags/hashtag/text3~entities/hashtags/hashtag/text5,




/text2~entities/hashtags/hashtag/text3~entities/hashtags/hashtag/text4,
ities/hashtags/hashtag/text2,entities/hashtags/hashtag/text3,entities/hashtags/hashtag/text4,entities/hashtags/hashtag/text5",screenn
hashtags/hashtag/text5",screennames,screen_name,top_n
Hashtag       ScreenNames Mentions
apple                    90        2549
ipad                     40         336
iphone                   36         997
google                   31         285
facebook                 27         140
android                  26         270
microsoft                24         111
twitter                  23         151
mac                      22         452
samsung                  22         189
ff                       21          69
ios                      18         371
mobile                   16          65
itunes                   16          56
app                      15         284
sony                     15          96
amazon                   15          30
apps                     14         105
htc                      14          41
socialmedia              12          96
tablet                   12          62
windows                  12          21
instagram                11         222
euro2012                 11          64
acta                     11          47
youtube                  11          39
nokia                    11          38
chrome                   11          25
motorola                 11          18
blackberry               10          43
fb                        9         259
music                     9          66
nexus                     9          23
internet                  9          22
windows8                  9          21
siri                      9          17
adobe                     9          12
news                      8         485
linkedin                  8          37
marketing                 8          24
nexus7                    8          12
rim                       8          12
asus                      7          27
digital                   7          24
uk                        7          19
video                     7          18
pinterest       7    17
windowsphone    7    17
icloud          7    13
toshiba         7    13
smartphone      7    12
tv              7    11
surface         7     9
japan           7     8
cloud           6    51
in              6    33
acer            6    24
redessociales   6    22
italia          6    21
social          6    21
iphone5         6    19
money           6    18
movies          6    17
ubuntu          6    17
gaming          6    16
iphone4s        6    16
macbook         6    16
dell            6    13
imac            6    12
media           6    12
firefox         6    10
galaxynexus     6    10
usa             6    10
fail            6     9
online          6     9
tech            5   202
tecnologia      5   116
web             5    83
technology      5    72
business        5    50
paris           5    26
ipod            5    24
hp              5    23
kindle          5    18
ics             5    17
free            5    15
io12            5    15
travel          5    14
china           5    13
smartphones     5    13
cms             5    12
food            5    12
software        5    11
blog           5   10
wtf            5    9
european       5    8
ibm            5    8
pc             5    8
sopa           5    8
cisco          5    7
ios6           5    7
london         5    6
megaupload     5    6
sky            5    6
googleplus     5    5
rip            5    5
intel          4   31
appstore       4   29
ebook          4   24
lg             4   22
ultrabook      4   20
xbox           4   18
cnn            4   16
lenovo         4   15
sapevatelo     4   15
dog            4   14
heat           4   14
win            4   13
wordpress      4   13
ecommerce      4   12
ps3            4   10
retina         4   10
yahoo          4   10
3d             4    8
galaxy         4    8
games          4    8
mozilla        4    8
science        4    8
tablets        4    8
data           4    7
education      4    7
galaxytab101   4    7
love           4    7
privacy        4    7
russia         4    7
stevejobs      4    7
cern           4    6
ip             4    6
islam          4    6
linux          4    6
olympics         4    6
bbq              4    5
huawei           4    5
infographic      4    5
italy            4    5
netflix          4    5
patents          4    5
application      4    4
jobs             4    4
ted              4    4
xperia           4    4
ツイッター            3   67
sports           3   45
syria            3   43
rs               3   41
iphoneography    3   33
followme         3   31
osx              3   30
innovation       3   29
follow           3   28
ipad3            3   25
seo              3   23
greece           3   20
it               3   20
googleio         3   19
mtv              3   18
politics         3   17
アプリ              3   17
españa           3   16
italiagermania   3   15
playstation      3   15
weather          3   15
buongiorno       3   14
canon            3   14
ladygaga         3   13
mixi             3   12
amd              3   11
camera           3   11
egypt            3   11
singapore        3   11
awesome          3   10
game             3   10
symantec         3   10
xbox360          3   10
4g               3    8
antivirus        3    8
cloudcomputing   3    8
epson              3   8
fun                3   8
nbafinals          3   8
psvita             3   8
smm                3   8
templates          3   8
traffic            3   8
crm                3   7
curiosidades       3   7
joke               3   7
me                 3   7
php                3   7
birthday           3   6
drupal             3   6
eu                 3   6
lexmark            3   6
gps                3   5
html5              3   5
humor              3   5
lte                3   5
magento            3   5
os                 3   5
tumblr             3   5
verizon            3   5
appletv            3   4
applications       3   4
beta               3   4
email              3   4
excited            3   4
fireworks          3   4
giveaway           3   4
googlechrome       3   4
icecreamsandwich   3   4
ifixit             3   4
kodak              3   4
nba                3   4
ondemand           3   4
patent             3   4
phone              3   4
photo              3   4
podcast            3   4
quote              3   4
random             3   4
shows              3   4
skype              3   4
tomcruise          3   4
truth              3   4
zynga               3     4
4thofjuly           3     3
785inch             3     3
analytiks           3     3
atlas               3     3
bbc                 3     3
beautiful           3     3
bing                3     3
engineering         3     3
euro                3     3
europe              3     3
fathersday          3     3
flash               3     3
foreveralone        3     3
gifs                3     3
health              3     3
help                3     3
independenceday     3     3
infografia          3     3
kimdotcom           3     3
october             3     3
offline             3     3
opera               3     3
qrcodes             3     3
safari              3     3
sharp               3     3
shopping            3     3
sl                  3     3
sleep               3     3
socialnetwork       3     3
sparrow             3     3
sprint              3     3
sun                 3     3
truestory           3     3
underground         3     3
virginmedia         3     3
vlc                 3     3
wifi                3     3
store               2   204
test                2   181
iphonesia           2    46
people              2    42
celebrities         2    40
followdaibosyu      2    40
textgram            2    38
tecnología          2    37
instantfollowback   2    32
broadband        2   31
sougofollow      2   30
followall        2   28
jailbreak        2   27
dt               2   25
フォロミー            2   25
latimes          2   24
teamautofollow   2   24
リフォロー            2   23
リフォロー100         2   23
autofollow       2   22
フォローミー           2   22
2chmatome        2   21
ff8              2   21
followmejp       2   21
mustfollow       2   21
startup          2   21
相互フォローの輪         2   21
相互フォロー募集         2   21
followback       2   20
sgs3             2   20
worldnews        2   20
suidou           2   18
フォロー返し100        2   18
future           2   17
teamfollowback   2   17
entertainment    2   16
ff13             2   16
jellybean        2   16
キンドル             2   16
neko             2   15
ファイナルファンタジー      2   15
山田               2   15
kokkai           2   14
少女時代             2   14
秋元才加             2   14
fx               2   13
italiaspagna     2   13
muryou           2   13
neu              2   13
spec             2   13
tigerbunny       2   13
桑田佳祐             2   13
電力会社             2   13
civil            2   12
dbz              2   12
exile            2   12
ikamusume      2   12
laptop         2   12
madoka         2   12
precure        2   12
zeronokiseki   2   12
サッカー           2   12
なめこ            2   12
ニコ動            2   12
価格             2   12
峯岸みなみ          2   12
bookmeter      2   11
kawase         2   11
spagnaitalia   2   11
torne          2   11
wii            2   11
フェイスブック        2   11
大家志津香          2   11
大島優子           2   11
速報             2   11
akb48          2   10
akiba          2   10
assad          2   10
gaga           2   10
jfa            2   10
keiba          2   10
kimitodo       2   10
lol            2   10
marca          2   10
shibuya        2   10
wstcg          2   10
wwe            2   10
けいおん           2   10
デコメ            2   10
まどマギ           2   10
動画             2   10
嵐              2   10
西川貴教           2   10
陸上             2   10
高橋みなみ          2   10
branding       2    9
computers      2    9
ff10           2    9
ff12           2    9
ff13_2         2    9
ff9            2    9
goen           2    9
macbookpro     2    9
videomarketing   2   9
スケート             2   9
チャングンソク          2   9
ユーチューブ           2   9
ラグビー             2   9
韓fan             2   9
agqr             2   8
ametwi           2   8
ap32             2   8
ayu              2   8
brand            2   8
bypokevega       2   8
cfd              2   8
colombia         2   8
curso            2   8
ghibli           2   8
life             2   8
mt4              2   8
ske48            2   8
thanks           2   8
tool             2   8
アメブロ             2   8
ケミストリー           2   8
たかみな             2   8
ヤフー              2   8
ラブプラス            2   8
柏木由紀             2   8
画像               2   8
browser          2   7
cat              2   7
danshiko         2   7
essen            2   7
followfriday     2   7
gmail            2   7
kara             2   7
kimiboku         2   7
megu_game        2   7
mt2              2   7
security         2   7
あっちゃん            2   7
ドラクエ             2   7
ニコニコ             2   7
ユニクロ             2   7
倖田來未             2   7
安室奈美恵            2   7
渡辺               2   7
analytics        2   6
arashi         2   6
carrist_wish   2   6
charity        2   6
cultura        2   6
fcc            2   6
ft             2   6
higgsboson     2   6
jazz           2   6
kpop           2   6
ms             2   6
nfc            2   6
ordmbs         2   6
pokeveganow    2   6
sdn48          2   6
terrorism      2   6
thunder        2   6
turkey         2   6
wiki           2   6
windows7       2   6
windowsazure   2   6
エグザイル          2   6
ジャズ            2   6
ブログ            2   6
初音ミク           2   6
指原莉乃           2   6
板野友美           2   6
浜崎あゆみ          2   6
渡辺麻友           2   6
篠田麻里子          2   6
2ch            2   5
bali           2   5
bogotá         2   5
ff10_2         2   5
finalcutpro    2   5
hashtag        2   5
imas           2   5
jerseyshore    2   5
letsgoheat     2   5
mercadeo       2   5
mobility       2   5
movie          2   5
mp3            2   5
nikon          2   5
ntb            2   5
okc            2   5
onepiece       2   5
pipa           2   5
portugal            2   5
rakutenichiba       2   5
ronaldo             2   5
tweetbatt           2   5
ギルティクラウン            2   5
バレー                 2   5
ピグ                  2   5
前田敦子                2   5
楽天                  2   5
beach               2   4
boycottapple        2   4
competition         2   4
cs6                 2   4
decolog             2   4
democracy           2   4
ec                  2   4
googles             2   4
higgs               2   4
humanrights         2   4
injunction          2   4
italiainghilterra   2   4
jays                2   4
la                  2   4
lovinglife          2   4
maps                2   4
marcas              2   4
mattinieri          2   4
monopoly            2   4
navigon             2   4
nicovideo           2   4
nike                2   4
notebook            2   4
nowplaying          2   4
palm                2   4
phyton              2   4
playa               2   4
sgs2                2   4
smap                2   4
socbiz              2   4
theinterviews       2   4
torino              2   4
truelove            2   4
update              2   4
windowsserver       2   4
women               2   4
wow                 2   4
xyz                 2   4
天気            2   4
韓ファン          2   4
amazing       2   3
aquantive     2   3
asia          2   3
barcelona     2   3
blogos        2   3
buffon        2   3
dailydose     2   3
easteregg     2   3
electronics   2   3
f1            2   3
fact          2   3
family        2   3
ffback        2   3
football      2   3
fornero       2   3
funny         2   3
galaxyace2    2   3
galaxytab     2   3
gemini        2   3
germany       2   3
googlemaps    2   3
hacker        2   3
highspeed     2   3
india         2   3
iphone4       2   3
iphones       2   3
macbookair    2   3
makeup        2   3
memory        2   3
mentionto     2   3
mini          2   3
model         2   3
moon          2   3
nexusq        2   3
nice          2   3
nmb48         2   3
nw            2   3
o2            2   3
prison        2   3
quotes        2   3
reddit        2   3
slavery       2   3
smoke         2   3
spotify       2   3
sudan         2   3
telecom            2   3
terremoto          2   3
tgif               2   3
tmobile            2   3
torrent            2   3
voip               2   3
weekend            2   3
モンハン               2   3
相互フォロー100          2   3
80211ac            2   2
a                  2   2
acquisition        2   2
adsupported        2   2
advertising        2   2
allah              2   2
amazingspiderman   2   2
andygriffith       2   2
aosp               2   2
api                2   2
arts               2   2
atari              2   2
backtothefuture    2   2
balotelli          2   2
ban                2   2
barclays           2   2
baseball           2   2
bashar             2   2
batman             2   2
beats              2   2
bffs               2   2
bigdata            2   2
billgates          2   2
birds              2   2
british            2   2
button             2   2
bwin               2   2
campus             2   2
cases              2   2
celtics            2   2
ceo                2   2
chocolate          2   2
chromizer          2   2
chucknorris        2   2
citrix             2   2
cloudantivirus     2   2
cocacola           2   2
coffee             2   2
connected            2   2
content              2   2
contentcuration      2   2
copyright            2   2
corona               2   2
country              2   2
crisi                2   2
ctl                  2   2
customerservice      2   2
cute                 2   2
deal                 2   2
debitcard            2   2
design               2   2
deutschland          2   2
developers           2   2
dexter               2   2
divorce              2   2
dropbox              2   2
dubstep              2   2
duringsexihatewhen   2   2
e                    2   2
ea                   2   2
elpida               2   2
empresas             2   2
espn                 2   2
ex2f                 2   2
exvs                 2   2
farò                 2   2
flight               2   2
fujitsu              2   2
gaikai               2   2
gameofthrones        2   2
geek                 2   2
geoposicionamiento   2   2
gm                   2   2
god                  2   2
googleanalytics      2   2
googletv             2   2
government           2   2
gratis               2   2
grecia               2   2
happyfathersday      2   2
holiday              2   2
homemade             2   2
homs                 2   2
hospital             2   2
hotel                2   2
hours                  2   2
hr                     2   2
humanity               2   2
hunger                 2   2
igoogle                2   2
ilovelamp              2   2
indian                 2   2
ins                    2   2
inter                  2   2
interactive            2   2
international          2   2
iphon                  2   2
iphoto                 2   2
iris                   2   2
jayz                   2   2
joebiden               2   2
judge                  2   2
killingoftheinnocent   2   2
kindlefire             2   2
ksa                    2   2
lavie                  2   2
m                      2   2
macosx                 2   2
madonna                2   2
man                    2   2
mariobalotelli         2   2
market                 2   2
martyr                 2   2
marvel                 2   2
maturità               2   2
meego                  2   2
mexico                 2   2
miami                  2   2
michael                2   2
micron                 2   2
mistero                2   2
mobilepayments         2   2
mog                    2   2
mormon                 2   2
mubarak                2   2
mysql                  2   2
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onebillion                2   2
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particle                  2   2
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peace                     2   2
photography               2   2
photonq                   2   2
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pr13                      2   2
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priority                  2   2
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prst2                     2   2
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r6200                     2   2
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smart                     2   2
sme                       2   2
snowwhiteandthehuntsman   2   2
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standardmodel             2   2
startups                  2   2
stress                    2   2
style                     2   2
summer           2     2
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sweet            2     2
tel              2     2
thankyou         2     2
tools            2     2
transparency     2     2
uefa             2     2
upgrade          2     2
upnext           2     2
us               2     2
vmware           2     2
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want             2     2
warranty         2     2
waywire          2     2
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website          2     2
werbung          2     2
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yammer           2     2
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youview          2     2
yummy            2     2
zero             2     2
preisvergleich   1   200
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wise                    1   5
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ae                      1   4
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google谷歌                1   4
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ig                      1   4
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proverbi                     1   4
sem                          1   4
silencethehaters             1   4
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throwbackthursdays           1   4
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12hpoint                     1   3
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200yearsciti             1   2
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u                   1   2
uber                1   2
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               ‫تويتر‬   1   2
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22juli                 1   1
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2thingsthatdontmix     1   1
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4quarzi                1   1
5000followers          1   1
50cent                 1   1
5moreyears             1   1
7tox                   1   1
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nitendo                       1   1
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nochurchinthewild             1   1
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nothingbutlove          1   1
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yayforlife                    1    1
yes                           1    1
yesmail                       1    1
yesplease                     1    1
yeswehave                     1    1
ygs                           1    1
yoann                         1    1
yogya                         1    1
yogyadroid                    1    1
yoone                         1    1
youcantmesswithperfection     1    1
youknowyouremulticulturalwhen 1    1
youngest                      1    1
yourbeautifull                1    1
youre                         1    1
yourewelcomeaustralia         1    1
yourfired                     1    1
youssoupha                    1    1
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youthinkyourebetterthanmedontcha   1
yum                           1    1
yummmy                        1    1
zahia                         1    1
zaragoza                      1    1
zaragozaenblanco              1    1
zdf                           1    1
zeigler                       1    1
zemmour                       1    1
zinkia                        1    1
zombierun                     1    1
zoomzoom                      1    1
zte                           1    1
zuckerberg                    1    1
zurich                        1    1
zwefra                        1    1
анализ                        1    1
аси                           1    1
атэс                          1    1
бит                           1    1
бренд                         1    1
деньзащитыдетей               1    1
иннополис                     1    1
интервью                      1    1
мик2012                       1    1
наука                         1    1
обзор                         1    1
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