#BlackFriday, Twitter, 11/29/2019 11:26:03 PM, 217647


FAQ | Problem?

#BlackFriday_2019-11-29_07-43-02.xlsx
#BlackFriday_2019-11-29_07-43-02.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 29, 2019
Short Description:
#BlackFriday via NodeXL http://bit.ly/34yP6ap
@amazon
@valor2s
@parionssport
@twandroid
@nasa
@mariuscoss
@appleinsider
@andreini_f
@realdonaldtrump
@griffeyjr_goat

Top hashtags:
#blackfriday
#blackfriday2019
#cybermonday
#blackfridaysale
#giveaway
#thanksgiving

Description:
Description
The graph represents a network of 21,816 Twitter users whose recent tweets contained "#BlackFriday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 November 2019 at 17:28 UTC.

The tweets in the network were tweeted over the 30-minute period from Friday, 29 November 2019 at 15:12 UTC to Friday, 29 November 2019 at 15:43 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 21816
Unique Edges : 23859
Edges With Duplicates : 5155
Total Edges : 29014
Self-Loops : 7889
Reciprocated Vertex Pair Ratio : 0.0102160263914015
Reciprocated Edge Ratio : 0.020225429263668
Connected Components : 7542
Single-Vertex Connected Components : 3939
Maximum Vertices in a Connected Component : 4666
Maximum Edges in a Connected Component : 8645
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 10.366537
Graph Density : 3.98935913149723E-05
Modularity : 0.758261
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 21,816 Twitter users whose recent tweets contained "#BlackFriday", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 November 2019 at 17:28 UTC.

The tweets in the network were tweeted over the 30-minute period from Friday, 29 November 2019 at 15:12 UTC to Friday, 29 November 2019 at 15:43 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #BlackFriday
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[136] https://dailycaller.com/2019/11/28/hong-kong-thanksgiving-trump-protesters-legislation/
[114] https://www.nypl.org/blackfriday?utm_campaign=NYPLSocialMedia&utm_source=twitter.com&utm_medium=social
[73] https://www.cdiscount.com/
[46] https://mattszczurart.com/
[41] https://www.shopdcentertainment.com/?utm_source=twitter&utm_medium=social&utm_campaign=dcjlafhol19&utm_content=dcjlafhol19
[25] https://eastcoastlifestyle.com/
[24] https://shop.little-mix.com/black-friday
[22] https://therollingstonesshop.com/
[21] https://afremov.com/paintings-created-by-leonid-afremov-studio/?partner=20921&utm_medium=s-vbf&utm_campaign=v-ADD-YOUR&utm_source=s-vbf
[20] https://twitter.com/eaivivis/status/1196212594983481345

Top URLs in Tweet in G1:
[13] https://afremov.com/paintings-created-by-leonid-afremov-studio/?partner=20921&utm_medium=s-vbf&utm_campaign=v-ADD-YOUR&utm_source=s-vbf
[8] https://www.darilospizza.es/
[7] https://www.etsy.com/shop/designsbycristal/
[6] https://smile.amazon.com/
[5] https://nuranocleaning.com/clean-home-professional-service-fair-price-157/
[4] https://twitter.com/clemsontom/status/1200134922876456962
[3] https://oasishoteles.com/es/ofertas-hoteles-black-friday?utm_source=Redes%20Sociales&utm_medium=Twitter&utm_campaign=BlackFriday19
[3] https://addinlife.com/
[3] https://wa.me/
[3] https://bnegshop.com/

Top URLs in Tweet in G2:
[72] https://www.cdiscount.com/
[3] https://www.rueducommerce.fr/rayon/telephonie-92/black-friday-huawei-p30-a-prix-fou-110695?utm_medium=social&utm_source=twitter&utm_campaign=anico_HUAWEIP30BF_191129&utm_content=generique
[3] https://www.digitaltrends.com/dtdeals/black-friday-deals/
[3] https://infomaxparis.com/fr/content/31-blackweek
[2] https://www.rueducommerce.fr/produit/msi-geforce-rtx-2070-ventus-gp-8-go-93688823/offre-192567589?utm_medium=social&utm_source=twitter&utm_campaign=anico_CGVENTUSBF_191129&utm_content=generique
[2] https://www.rueducommerce.fr/rayon/ordinateurs-64/jusqu-a-30-sur-une-selection-informatique-110730?utm_medium=social&utm_source=twitter&utm_campaign=produit_INFORMATIQUESBW_191122&utm_content=generique
[2] https://www.rueducommerce.fr/produit/asus-zenbook-14-ux434fa-a9103t-bleu-roi-90910703/offre-181740764?utm_medium=social&utm_source=twitter&utm_campaign=produit_ZENBOOKBW_191122&utm_content=generique
[2] https://www.rueducommerce.fr/
[2] https://goto.walmart.com/c/123412/565706/9383?subId1=dt-socialaf-tw-20&veh=aff&sourceid=imp_000011112222333344&u=https://www.walmart.com/ip/Apple-Watch-Series-3-GPS-38mm-Sport-Band-Aluminum-Case/706203065
[2] https://twitter.com/login?redirect_after_login=%2Fmessages%2Fcompose%3Frecipient_id%3D1174650936591093767

Top URLs in Tweet in G3:
[8] https://actnow.io/ugCUbl2
[7] https://www.lemonde.fr/m-perso/article/2019/11/26/black-friday-le-capitalisme-genere-des-besoins-artificiels-non-soutenables-ecologiquement_6020616_4497916.html
[5] https://smile.amazon.com/
[5] https://smile.amazon.com/aspca
[4] http://militant.es
[3] https://francoisruffin.fr/interdiction-ecran-publicite-numerique/
[2] https://france.attac.org/actus-et-medias/salle-de-presse/article/des-actions-contre-amazon-partout-en-france
[2] https://www.gmb.org.uk/campaign/amazon-workers-are-not-robots
[2] http://hanslucas.com/suaan/photo/28540
[2] https://twitter.com/XrFranck/status/1200357365775769602

Top URLs in Tweet in G4:
[13] https://www.studio.co.uk/shop/en/studio/black-Friday?source=TL9Y&utm_source=twitter&utm_medium=unpaidsocial&utm_campaign=--always_on--content_plan&utm_term=--always_on--&utm_content=--always_on--20191115--sale
[6] https://www.solippy.co.uk/
[4] https://interparcel.com/
[2] https://www.facebook.com/shadestation/
[2] https://www.f1autocentres.co.uk/offers
[2] https://store.filmstories.co.uk/
[1] http://r.socialstudio.radian6.com/29f9e5ff-49af-4946-a03e-ef0adcc84fba
[1] https://www.zavvi.com/12366848.html?utm_source=Twitter&utm_medium=organic_social&utm_campaign=UK%20||%20EN%20||%20TWT%20||%20ZAVVI%20||%20Doctor%20Strange
[1] https://www.vibepay.com/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FUKLearnerDrivers%2F

Top URLs in Tweet in G5:
[4] https://www.amazon.com/Xiaomi-Mi-Band-4/dp/B07T4ZH692/ref=sr_1_3?tag=at88bxp-20&dchild=1&keywords=mi+band+4&qid=1573686451&sr=8-3
[3] https://www.androidauthority.com/black-friday/
[2] https://paxful.com/offer/gwjeaqnB3ed?utm_source=TW&utm_medium=Post&utm_campaign=NYC%20Sales%20-%20US%20Offers%20BF%2011/29%20Domestic%20Wire%20Transfer%20TW&utm_content=NYC%20Sales%20-%20US%20Offers%20BF%2011/29%20Domestic%20Wire%20Transfer%20TW
[1] https://docs.google.com/forms/d/e/1FAIpQLSe7I-zC8UfJHgXXBeRSA-upZUnYkMkbTJy4eCRDYb9inDXusg/viewform?usp=pp_url
[1] https://medium.com/bidali/bidali-binance-and-trust-wallet-team-up-for-epic-black-friday-weekend-giveaway-9e4e5139ad0f?utm_content=buffer3766a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://giftcards.bidali.com/
[1] https://medium.com/bidali/more-black-friday-deals-you-can-buy-with-bitcoin-and-90-other-cryptocurrencies-b5f997249941
[1] https://medium.com/bidali/bidali-binance-and-trust-wallet-team-up-for-epic-black-friday-weekend-giveaway-9e4e5139ad0f
[1] https://twitter.com/AtomicWallet/status/1200420647970779136
[1] https://www.investor.gov/additional-resources/news-alerts/alerts-bulletins/investor-alert-celebrity-endorsements

Top URLs in Tweet in G6:
[136] https://dailycaller.com/2019/11/28/hong-kong-thanksgiving-trump-protesters-legislation/
[4] https://wikileaks.org/dnc-emails/emailid/3962
[1] https://twitter.com/evewhite5500/status/1200430001520295937
[1] https://www.pscp.tv/w/cLEX9DF6WUtiR2xWenhuamV8MXlvSk16a29RV2R4UWna6g8RIlK86SZ9-C4bmkS664iR1Dc3lD-jHi5xSFO8?t=16m
[1] https://twitter.com/EfectoCocuyo/status/1200408593184501760
[1] https://jonlionartist.com/product/barack-and-michelle-obama/
[1] http://jonlionartist.com/shop/
[1] https://secure.winred.com/SamuelLeeWilliams/donate
[1] https://secure.winred.com/SamuelLeeWilliams/
[1] https://www.realclearpolitics.com/articles/2019/11/29/black_friday_red_chinaand_a_robust_america_141851.html

Top URLs in Tweet in G7:
[25] https://eastcoastlifestyle.com/
[3] https://appleinsider.com/articles/19/11/29/black-friday-doorbuster-macbook-air-now-649-at-amazon-today-only
[2] https://nascar.nbcsports.com/2019/11/28/black-friday-cyber-monday-ticket-deals-from-nascar-tracks/
[2] https://www.windowscentral.com/black-friday-hp-notebook-15-deal?utm_source=wc_tw&utm_medium=tw_card&utm_content=72375&utm_campaign=social
[1] https://www.bhphotovideo.com/c/product/1343084-REG/apple_z0uk_mpxt22_bh_macbook_pro_i5_2_3ghz.html/BI/1717/KBID/2301/DFF/d10-v21-t1-x827253/SID/twitter
[1] https://appleinsider.com/articles/19/11/22/apple-black-friday-deals-save-150-to-300-on-every-16-inch-macbook-pro
[1] https://appleinsider.com/articles/19/11/29/mega-apple-black-friday-deal-roundup-save-up-to-1700-on-ipads-airpods-apple-watches-macs
[1] https://appleinsider.com/articles/19/11/29/black-friday-flash-giveaway-enter-to-win-a-free-102-inch-apple-ipad
[1] https://burlingtonpac.ca/blackfriday/
[1] http://www.falkentire.com/social-media-contest-rules

Top URLs in Tweet in G8:
[3] https://www.youtube.com/watch?v=XTPomOyyxi4&feature=youtu.be

[2] https://www.ramtrucks.com/
[2] https://www.fairfaxcounty.gov/parks/golf/passes?utm_source=twitter&utm_medium=social
[2] https://www.hertzcarsales.com/locations/index.htm?utm_source=twitter&utm_medium=social&utm_campaign=locations&utm_term=bf
[2] https://shop.usa.canon.com/shop/en/catalog?utm_medium=social&utm_source=twitter&utm_campaign=hd19&utm_term=0_0&utm_content=0_0_11%2D29%2D2019_sales_0_0_canon&sf224611162=1
[1] https://projectveritasshop.com/
[1] https://www.nasa.gov/live/
[1] https://bit.ly/1F0B6kY/?utm_source=twitter&utm_medium=social&utm_campaign=shops
[1] https://www.fbi.gov/scams-and-safety/on-the-internet
[1] https://www.ic3.gov/

Top URLs in Tweet in G9:
[4] http://www.brainsonic.com/actualites/label-emmaus-fait-son-hack-friday-avec-brainsonic/
[3] https://act.greenpeace.org/page/31413/action/1?locale=en-US&_ga=2.13106932.23585707.1574896002-1081336258.1570113261
[3] https://ican-2020.raisely.com/
[3] http://www.noh8campaign.com/store-items
[2] https://www.vaildaily.com/entertainment/sustainability-tip-heres-how-to-ditch-big-consumerism-and-reduce-your-carbon-footprint-this-black-friday/
[2] https://www.euronews.com/2019/11/29/is-black-friday-bad-for-the-environment-activists-take-on-shopping-frenzy
[1] https://www.everlane.com/black-friday-fund?utm_source=instagram&utm_medium=organic&utm_campaign=OceanaBFF&utm_content=11292019_OceanaBFF
[1] https://gift.oceana.org/collections/adopt-a-sea-otter?utm_campaign=Store&utm_content=20191129TWSeaOtterAdopt&utm_source=Twitter&utm_medium=Social&utm_id=c5Ccx15xReq9DC
[1] https://twitter.com/labelemmaus/status/1199631979907616768
[1] https://www.dolphinproject.com/shop/

Top Domains
Top Domains in Tweet in Entire Graph:
[504] twitter.com
[452] instagram.com
[322] amazon.com
[247] co.uk
[137] dailycaller.com
[121] etsy.com
[120] youtube.com
[116] nypl.org
[74] cdiscount.com
[69] com.br

Top Domains in Tweet in G1:
[342] instagram.com
[174] twitter.com
[117] amazon.com
[97] co.uk
[52] etsy.com
[43] youtube.com
[31] facebook.com
[29] amazon.es
[20] com.br
[14] gearbest.com

Top Domains in Tweet in G2:
[73] cdiscount.com
[20] topachat.com
[16] rueducommerce.fr
[6] twitter.com
[3] digitaltrends.com
[3] infomaxparis.com
[3] postalpoint.be
[3] cnetfrance.fr
[2] frandroid.com
[2] walmart.com

Top Domains in Tweet in G3:
[46] amazon.com
[12] twitter.com
[11] actnow.io
[7] lemonde.fr
[7] co.uk
[4] militant.es
[4] reporterre.net
[3] youtube.com
[3] francoisruffin.fr
[3] attac.org

Top Domains in Tweet in G4:
[25] co.uk
[5] facebook.com
[4] interparcel.com
[1] radian6.com
[1] zavvi.com
[1] vibepay.com
[1] po.st
[1] homeserve.com
[1] woobox.com
[1] thetoyshop.com

Top Domains in Tweet in G5:
[4] amazon.com
[4] androidauthority.com
[3] medium.com
[3] paxful.com
[1] google.com
[1] bidali.com
[1] twitter.com
[1] investor.gov
[1] bit.ly

Top Domains in Tweet in G6:
[136] dailycaller.com
[4] wikileaks.org
[2] twitter.com
[2] jonlionartist.com
[2] winred.com
[1] pscp.tv
[1] realclearpolitics.com
[1] cruxnow.com
[1] spotify.com
[1] politico.com

Top Domains in Tweet in G7:
[25] eastcoastlifestyle.com
[6] appleinsider.com
[2] nbcsports.com
[2] windowscentral.com
[1] bhphotovideo.com
[1] burlingtonpac.ca
[1] falkentire.com
[1] nascar.com
[1] consolidatedcredit.org
[1] miss604.com

Top Domains in Tweet in G8:
[3] pscp.tv
[3] youtube.com
[2] ramtrucks.com
[2] fairfaxcounty.gov
[2] hertzcarsales.com
[2] canon.com
[1] projectveritasshop.com
[1] nasa.gov
[1] bit.ly
[1] fbi.gov

Top Domains in Tweet in G9:
[4] brainsonic.com
[3] greenpeace.org
[3] raisely.com
[3] noh8campaign.com
[2] vaildaily.com
[2] euronews.com
[1] everlane.com
[1] oceana.org
[1] twitter.com
[1] dolphinproject.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18645] blackfriday
[1115] blackfriday2019
[455] cybermonday
[359] blackfridaysale
[314] giveaway
[306] thanksgiving
[285] sale
[236] win
[217] amazon
[170] blockfriday



Top Hashtags in Tweet in G1:
[4286] blackfriday
[474] blackfriday2019
[176] cybermonday
[154] blackfridaysale
[146] sale
[83] shopping
[75] deals
[74] blackfridaydeals
[72] thanksgiving
[56] christmas

Top Hashtags in Tweet in G2:
[944] blackfriday
[105] concours
[52] blackfridaybut
[48] jour5
[44] sponso
[44] rt
[33] blackfridayamazon
[24] freebets
[17] blackfreebet
[14] jeuconcours

Top Hashtags in Tweet in G3:
[386] blackfriday
[91] amazon
[76] blockfriday
[21] weareathena
[19] cancelthecontract
[18] knockingwhileblack
[17] vendredinoirpouramazon
[17] 4temps
[14] caen
[13] stopamazon

Top Hashtags in Tweet in G4:
[487] blackfriday
[166] win
[91] competition
[41] giveaway
[36] vibepayfriday
[28] rdukfriday
[26] refill
[25] singleuseplastic
[21] pollution
[18] free

Top Hashtags in Tweet in G5:
[357] blackfriday
[164] giveaway
[5] cybermonday
[4] crypto
[2] thanksgiving
[2] cryptocurrency
[2] bitcoin
[1] win
[1] happythanksgiving
[1] bitcoincash

Top Hashtags in Tweet in G6:
[159] blackfriday
[9] foxandfriends
[9] tcot
[9] ccot
[5] red
[4] kag
[4] pelosi
[4] thanksgiving
[4] greatawakening
[4] qanon

Top Hashtags in Tweet in G7:
[235] blackfriday
[138] thanksgiving
[72] giveaway
[37] win
[30] falken
[30] cornhole
[30] falkentire
[30] contest
[30] prize
[11] macbookpro

Top Hashtags in Tweet in G8:
[289] blackfriday
[5] tradetalks
[4] threelions
[4] cybermonday
[4] movemore
[3] blackholefriday
[3] fridaysforfuture
[2] thanksgiving
[2] golffairfax
[2] bekind

Top Hashtags in Tweet in G9:
[223] blackfriday
[74] garbagepatch
[25] fridayfeeling
[24] buynothingday
[23] greenfriday
[16] blackfriday2019
[15] optoutside
[13] surfing
[13] cool
[10] whales

Top Hashtags in Tweet in G10:
[203] blackfriday
[75] fut20
[73] totw
[11] fifa20
[8] fut
[8] fifa19

Top Words
Top Words in Tweet in Entire Graph:
[16556] Words in Sentiment List#1: Positive
[5513] Words in Sentiment List#2: Negative
[74] Words in Sentiment List#3: Angry/Violent
[531485] Non-categorized Words
[553567] Total Words
[21817] #blackfriday
[3420] black
[3064] friday
[2515] pour
[1996] today

Top Words in Tweet in G1:
[4326] #blackfriday
[863] friday
[852] black
[482] #blackfriday2019
[443] today
[348] shopping
[341] deals
[307] sale
[302] out
[298] now

Top Words in Tweet in G2:
[1953] pour
[1563] avec
[1380] noël
[984] #blackfreebet
[972] #blackfriday
[920] généreux
[820] à
[725] follow
[696] tas
[655] les

Top Words in Tweet in G3:
[599] #blackfriday
[391] et
[320] les
[295] des
[287] à
[191] #blockfriday
[181] amazon
[174] pour
[138] pas
[124] ce

Top Words in Tweet in G4:
[588] #blackfriday
[358] follow
[266] enter
[246] #win
[236] giving
[229] #competition
[203] 12
[197] chance
[187] win
[165] one

Top Words in Tweet in G5:
[404] amazon
[394] retweet
[385] #blackfriday
[330] post
[303] 100
[255] follow
[254] tag
[241] gift
[241] card
[241] picked

Top Words in Tweet in G6:
[390] #blackfriday
[238] 2
[161] black
[160] t
[158] friday
[156] think
[156] christ
[155] realdonaldtrump
[137] real
[137] photo

Top Words in Tweet in G7:
[334] #blackfriday
[267] win
[235] enter
[182] retweet
[139] #thanksgiving
[133] chance
[126] giveaway
[121] 1
[121] winner
[113] 12

Top Words in Tweet in G8:
[296] #blackfriday
[185] more
[150] black
[150] day
[147] back
[147] learn
[147] #blackholefriday
[147] content
[145] sit
[145] relax

Top Words in Tweet in G9:
[262] #blackfriday
[192] buy
[185] #buynothingday
[102] #climatestrike
[92] now
[91] #blackfriday2019
[79] one
[78] less
[78] more
[74] #garbagepatch

Top Words in Tweet in G10:
[224] 1000
[203] #blackfriday
[115] easportsfifa
[112] absolutely
[112] clue
[112] represents
[112] instead
[112] want's
[112] fifa
[112] points

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2529] black,friday
[970] avec,#blackfreebet
[569] #blackfriday,#blackfriday2019
[566] tas,à
[518] toutes,les
[514] #blackfriday,pour
[501] check,out
[493] pour,jouer
[493] jouer,follow
[493] follow,parionssport

Top Word Pairs in Tweet in G1:
[769] black,friday
[170] #blackfriday,#blackfriday2019
[140] #blackfriday2019,#blackfriday
[116] #blackfriday,#cybermonday
[99] check,out
[91] #blackfriday,deals
[88] #blackfriday,shopping
[82] friday,sale
[70] don,t
[66] #blackfriday,#sale

Top Word Pairs in Tweet in G2:
[966] avec,#blackfreebet
[563] tas,à
[498] toutes,les
[491] pour,jouer
[491] jouer,follow
[491] follow,parionssport
[491] parionssport,réponds
[491] réponds,avec
[491] #blackfreebet,tas
[489] les,heures

Top Word Pairs in Tweet in G3:
[62] et,les
[52] centre,commercial
[45] #blackfriday,#blockfriday
[45] d,amazon
[44] ce,matin
[44] non,violents
[42] #blackfriday,#vendredinoirpouramazon
[39] #vendredinoirpouramazon,#stopamazon
[37] contre,#blackfriday
[33] les,emplois

Top Word Pairs in Tweet in G4:
[179] #blackfriday,giving
[138] giving,chance
[117] 6th,december
[114] good,luck
[105] chance,#win
[104] blu,ray
[97] celebrate,#blackfriday
[93] follow,retweet
[88] giving,away
[84] chance,win

Top Word Pairs in Tweet in G5:
[241] amazon,gift
[241] gift,card
[241] 100,amazon
[170] enter,follow
[169] 24,hours
[165] post,tag
[163] spirit,giving
[163] giving,here's
[163] here's,new
[163] new,giveaway

Top Word Pairs in Tweet in G6:
[137] real,photo
[137] photo,hong
[137] hong,kong
[137] kong,protesters
[137] protesters,holding
[137] holding,up
[137] up,pictures
[137] pictures,realdonaldtrump
[137] realdonaldtrump,rocky
[137] rocky,#blackfriday

Top Word Pairs in Tweet in G7:
[124] chance,win
[114] enter,win
[106] #blackfriday,thanksgiveaway
[106] thanksgiveaway,enter
[106] win,epic
[106] epic,prize
[106] prize,pack
[106] pack,retweet
[106] retweet,reply
[106] reply,favorite

Top Word Pairs in Tweet in G8:
[145] #blackfriday,sit
[145] sit,back
[145] back,relax
[145] relax,watch
[145] watch,nasa
[145] nasa,television
[145] television,learn
[145] learn,even
[145] even,more
[145] more,black

Top Word Pairs in Tweet in G9:
[78] buy,less
[74] #garbagepatch,pacific
[74] pacific,ocean
[74] ocean,now
[74] now,3
[74] 3,times
[74] times,size
[74] size,france
[74] france,#blackfriday
[74] #blackfriday,let's

Top Word Pairs in Tweet in G10:
[112] easportsfifa,absolutely
[112] absolutely,clue
[112] clue,#blackfriday
[112] #blackfriday,represents
[112] represents,instead
[112] instead,want's
[112] want's,fifa
[112] fifa,points
[112] points,gonna
[112] gonna,12k

Top Replied-To
Top Replied-To in Entire Graph:
@nrenard75
@g2esports
@missguided
@drjoeabah
@bfads
@parionssport
@extinctionr
@matricule23005
@zavvi
@gretathunberg

Top Replied-To in G1:
@hagdfc6760
@cpfnl
@dufferinmall

Top Replied-To in G2:
@parionssport
@skyrockfm
@teoqtllc
@eclaironslefoot
@tradingtipsotw
@francekebab

Top Replied-To in G3:
@greenpeacefr
@attac_fr
@trouveaurelie
@lorenzobdx33
@amazonuk
@amazon
@parisyfc
@tonio_logique
@remybuisine
@abarleduc

Top Replied-To in G4:
@missguided
@zavvi
@vibepay
@homeserveuk
@shade_group
@zimplikids
@rightdealsuk
@icelandfoods
@jdofficial
@f1autocentres

Top Replied-To in G5:
@atomicwallet
@valor2s
@missvaylanl
@satasion
@dr_ebube

Top Replied-To in G6:
@realdonaldtrump
@billkristol
@007achyuta
@scottpresler

Top Replied-To in G7:
@bfads
@topps
@allsweaty

Top Replied-To in G9:
@legneral2

Top Replied-To in G10:
@easportsfifa

Top Mentioned
Top Mentioned in Entire Graph:
@parionssport
@valor2s
@realdonaldtrump
@easportsfifa
@cdiscount
@amazon
@twandroid
@zavvi
@equipedefrance
@paysafecard

Top Mentioned in G1:
@camilasantos190
@najthegodson
@cheekychicahair
@elevencorners
@theposhstandard
@antinoofineart1
@buckaroojams

Top Mentioned in G2:
@parionssport
@cdiscount
@twandroid
@equipedefrance
@redbysfr
@rueducommerce
@aliexpressfr
@msifrance
@tpmp
@francekebab

Top Mentioned in G3:
@amazon
@attac_fr
@amazonsmile
@xrfrance
@ccastaner
@place_beauvau
@youth4climatefr
@ring
@anvcop21
@jeffbezos

Top Mentioned in G4:
@zavvi
@chillysbottles
@seconiqueltd
@rightdealsuk
@harry_styles
@theo2
@totalgroov_e
@creamfields
@allotmentonline
@davessweeps

Top Mentioned in G5:
@valor2s
@magnum_wallet
@trustwalletapp
@xrptipbot
@satasion
@bidalihq
@binance
@bossu2y
@bethobet2
@kyleneshine

Top Mentioned in G6:
@realdonaldtrump
@potus
@speakerpelosi
@donaldjtrumpjr
@jim_jordan
@dailykos
@kamalaharris
@senkamalaharris
@scottpresler

Top Mentioned in G7:
@metropolisatmet
@miss604
@appleinsider
@amazon
@bhphotovideo
@valor2s
@joannewilder
@theblackcrowes
@seymashabbir
@bfads

Top Mentioned in G8:
@nasdaq
@jillmalandrino
@wembleystadium
@mountvernon
@wwd
@england
@nasdaqdearborn

Top Mentioned in G9:
@hardliner
@hdanchiano
@labelemmaus
@everlane
@oceana
@maudsarda
@fresqueduclimat
@twilight2_0

Top Mentioned in G10:
@easportsfifa
@easportsesp
@eahelp

Top Tweeters
Top Tweeters in Entire Graph:
@eldiario
@amazonhelp
@noticias24
@barntiques859
@prinzgbemi
@arkangelscrap
@jal_official_jp
@dolartoday
@cuerdodeatar
@sgh_rts

Top Tweeters in G1:
@dolartoday
@venezolanonews
@venezuelaaldia
@milenio
@prensa_libre
@class987fm
@analyticaglobal
@steelersdepot
@coderedshell
@johkhz

Top Tweeters in G2:
@topachat
@tonjusticier
@pxraa
@digitaltrends
@enirammm
@teamom_officiel
@alibaba2935
@thibaut5972
@redbysfr
@bilalkddr

Top Tweeters in G3:
@amazonhelp
@_lesnaifs_
@m2bliquis
@gg3428
@justicepal2014
@afpfr
@bfmtv
@bo_chart
@radioworldsv
@adekleine

Top Tweeters in G4:
@bev_metallica
@hackettlady
@smokeyformby
@rtweetie5
@pussinpjs1
@relisys222
@mrstracey1972
@moonlightlady2
@itsliz40
@tmhflicker

Top Tweeters in G5:
@dhyani1811
@boobnews
@iris3287
@sp1d3r_ownz
@tbauer001
@isandrachesney
@manukike
@cocoprincess805
@mkhalaifa
@fedmelons

Top Tweeters in G6:
@jver1
@tea_party_chris
@jackiemcreath1
@bfrasier1951
@drwilda
@dsshep1959
@valorof1776
@4allsoulkind
@championmtager
@idawhannadoyou

Top Tweeters in G7:
@sweetmatcha
@lifeonprint
@lorileal1
@anil7kishan
@jemrah1
@snickerdoo2
@dolls123
@johnveith8
@allsweaty
@nascarcasm

Top Tweeters in G8:
@emceeslim
@stevejacksonva
@pauloparmm
@doctorcara
@broadwaybrooks
@windvondervenus
@jeremypmurphy
@noreentrancecat
@zvhj96hmkvyxdd0
@ravi2010mary

Top Tweeters in G9:
@inglamwetrust
@ecuadordon
@velvetsilk
@ttsnoopy
@eugenetokio
@dcd728
@donahuejm
@simplykay22
@heynikki1
@justafandavid

Top Tweeters in G10:
@eahelp
@rodrigohs98
@easportsfifa
@richardroque95
@davidkerrigan96
@danishyulhaq
@essada
@special_juan_
@redsforest21
@tparada_