bestbuy, Twitter, 2/17/2023 7:15:56 PM, 289705


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bestbuy_2023-02-17_11-06-00.xlsx
bestbuy_2023-02-17_11-06-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 17, 2023
Short Description:
bestbuy via NodeXL https://bit.ly/3xuKL8j
@videogamedeals
@bestbuy
@wario64
@oshawyatt_
@manylandu
@fookiyun
@rebornexpert
@nellinson
@robzombie
@fayemi_wole_mo

Top hashtags:
#ad
#4070ti
#bestbuy
#gaming
#restock
#alert
#asus
#msi
#octopathtraveler2
#rtx4080

Description:
Description
The graph represents a network of 2,586 Twitter users whose recent tweets contained "bestbuy", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 19:09 UTC.

The tweets in the network were tweeted over the 3709-day, 7-hour, 58-minute period from Friday, 21 December 2012 at 17:02 UTC to Friday, 17 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2586
Unique Edges : 932
Edges With Duplicates : 7583
Total Edges : 8515
Number of Edge Types : 8
Retweet : 1803
MentionsInRetweet : 1956
Tweet : 2901
Mentions : 348
Replies to : 409
MentionsInReplyTo : 1005
Quote : 15
MentionsInQuote : 78
Self-Loops : 3038
Reciprocated Vertex Pair Ratio : 0.0235882773409578
Reciprocated Edge Ratio : 0.0460893854748603
Connected Components : 250
Single-Vertex Connected Components : 102
Maximum Vertices in a Connected Component : 1917
Maximum Edges in a Connected Component : 4449
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.303411
Graph Density : 0.000428434016823216
Modularity : 0.309659
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,586 Twitter users whose recent tweets contained "bestbuy", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 19:09 UTC.

The tweets in the network were tweeted over the 3709-day, 7-hour, 58-minute period from Friday, 21 December 2012 at 17:02 UTC to Friday, 17 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : bestbuy
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[170] https://api.bestbuy.com/click/-/6529351/cart?IPID=3031536
[168] https://api.bestbuy.com/click/-/6527971/cart?IPID=3031536
[165] https://api.bestbuy.com/click/-/6527972/cart?IPID=3031536
[161] https://api.bestbuy.com/click/-/6528408/cart?IPID=3031536
[161] https://api.bestbuy.com/click/-/6528733/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6529351&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6529351.p%3Fcmp%3DRMX
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6528408&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6528408.p%3Fcmp%3DRMX
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6528733&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6528733.p%3Fcmp%3DRMX
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6527971&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6527971.p%3Fcmp%3DRMX
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6527972&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6527972.p%3Fcmp%3DRMX

Top URLs in Tweet in G1:
[8] https://shop-links.co/ci85c7zhujy
[4] https://shop-links.co/ci8T5aQvrXl
[4] https://twitter.com/videogamedeals/status/1626099772594483200/photo/1
[2] http://ow.ly/TF6Y50MQp1S
[2] https://twitter.com/videogamedeals/status/1625375646435225601/photo/1
[2] https://shop-links.co/ci8T3iXvEbP
[2] https://twitter.com/videogamedeals/status/1626099387993624576/photo/1
[1] http://ow.ly/EoAi50MTNXI
[1] https://twitter.com/videogamedeals/status/1626335656124329984/photo/1
[1] https://www.amazon.com/dp/B09XC23QT6?tag=cheapassgam08-20&psc=1

Top URLs in Tweet in G2:
[8] https://www.bestbuy.com/site/house-of-1000-corpses-steelbook-includes-digital-copy-blu-ray-only--best-buy-2003/6535632.p?skuId=6535632
[6] http://www.bestbuy.com/site/-of-the-dark-light-cd/5848520.p?skuId=5848520
[4] https://twitter.com/messages/compose?recipient_id=987335952
[4] https://twitter.com/DadLuvsGames/status/1625607785218990082/photo/1
[2] https://twitter.com/funkofinderz/status/1625856754943938560/photo/1
[2] https://shop.ledger.com/products/ledger-stax?flow_country=USA&gclid=CjwKCAiA_6yfBhBNEiwAkmXy5xP8GwiTxvwRmjKGHUWcq3_5oSPj73mMFKN_NeKtS1b6HrNThSyDchoCvQYQAvD_BwE
[2] https://twitter.com/MarvinAlexisHer/status/1626351602750873600/photo/1
[2] https://twitter.com/Rowdy8Nation/status/1625609781044977667/photo/1
[2] https://twitter.com/bobcatsteph3/status/1626334734639849472/photo/1
[2] https://twitter.com/donnieofthedead/status/873291073271078913/photo/1

Top URLs in Tweet in G3:
[4] https://twitter.com/VisionZeroTech/status/1373480682547257344/photo/1
[3] https://www.topspeed.com/cars/volkswagen/2015-volkswagen-passat-gte-police-car/
[3] https://www1.nyc.gov/site/nypd/about/about-nypd/equipment-tech/police-vehicles.page
[3] https://www.nytimes.com/1987/11/21/business/volkswagen-to-shut-us-plant.html?searchResultPosition=1
[3] https://www.policecarwebsite.net/fc/ny/nypd/nypd202.html
[2] https://launchpad.net/
[2] http://patents.justia.com/patent/20050111662
[1] https://twitter.com/RahabToo/status/1625587049524002816/photo/1
[1] https://twitter.com/MotoTV_Online/status/1456359547736633345/photo/1
[1] https://www.villagevoice.com/2016/07/27/brooklynizing-the-bronx-will-the-boogie-downs-boom-leave-thousands-of-workers-in-the-dust/

Top URLs in Tweet in G4:
[139] https://api.bestbuy.com/click/-/6529351/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6529351&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6529351.p%3Fcmp%3DRMX
[139] https://api.bestbuy.com/click/-/6527972/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6527972&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6527972.p%3Fcmp%3DRMX
[139] https://api.bestbuy.com/click/-/6528408/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6528408&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6528408.p%3Fcmp%3DRMX
[139] https://api.bestbuy.com/click/-/6528733/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6528733&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6528733.p%3Fcmp%3DRMX
[139] https://api.bestbuy.com/click/-/6527971/cart?IPID=3031536
[139] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6527971&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6527971.p%3Fcmp%3DRMX

Top URLs in Tweet in G5:
[44] https://shop-links.co/ci823UEETuM
[44] https://twitter.com/Wario64/status/1626223340208934912/photo/1
[8] https://www.amazon.com/dp/B0BF2P6H84/ref=as_li_ss_tl?ie=UTF8&smid=ATVPDKIKX0DER&th=1&linkCode=sl1&tag=sec2002-20
[8] https://shop-links.co/ci9ajODbFYz
[6] https://twitter.com/Wario64/status/1626255636794314755/photo/1
[4] https://shop-links.co/ci8T2WjDPIZ
[3] https://www.amazon.com/dp/B0B7TYHHX2/ref=as_li_ss_tl?ie=UTF8&smid=ATVPDKIKX0DER&th=1&linkCode=sl1&tag=sec2002-20
[3] https://www.amazon.com/dp/B09TGLHW7C/ref=as_li_ss_tl?ie=UTF8&smid=ATVPDKIKX0DER&th=1&linkCode=sl1&tag=sec2002-20
[3] https://shop-links.co/ci8iZIgIwGh
[3] https://shop-links.co/ci8hMTR1q5t

Top URLs in Tweet in G6:
[1] https://twitter.com/horiusainc/status/1625666634433310721/video/1
[1] https://twitter.com/MalibuRumBarbie/status/1626006393651179522/photo/1
[1] https://www.youtube.com/watch?v=sdlanTrn3DI

[1] https://twitter.com/techysaavy/status/1574746278273380353
[1] https://www.amazon.com/hz/wishlist/ls/1N3JE2JK2W233?ref_=wl_share
[1] https://www.donorschoose.org/classroom/2384640?cachebust=1664283731171&utm_source=dc&utm_medium=page&utm_campaign=teacher_profile&utm_term=teacher_2384640&rf=page-dc-2022-09-teacher_profile-teacher_2384640&challengeid=20424829
[1] https://twitter.com/techysaavy/status/1574746278273380353/photo/1
[1] https://twitter.com/Wario64/status/1625868508574937089
[1] https://twitter.com/Apollokid3000/status/1625759542595428352/photo/1
[1] https://twitter.com/Apollokid3000/status/1625692267171422211/photo/1

Top URLs in Tweet in G7:
[19] https://api.bestbuy.com/click/-/6529351/cart?IPID=3031536
[15] https://api.bestbuy.com/click/-/6527971/cart?IPID=3031536
[13] https://api.bestbuy.com/click/-/6527972/cart?IPID=3031536
[9] https://api.bestbuy.com/click/-/6528714/cart?IPID=3031536
[9] https://api.bestbuy.com/click/-/6528408/cart?IPID=3031536
[9] https://api.bestbuy.com/click/-/6528733/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6524517/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6528431/cart?IPID=3031536
[7] https://api.bestbuy.com/click/-/6525658/cart?IPID=3031536
[7] https://api.bestbuy.com/click/-/6525661/cart?IPID=3031536

Top URLs in Tweet in G8:
[14] https://api.bestbuy.com/click/-/6527971/cart?IPID=3031536
[13] https://api.bestbuy.com/click/-/6528733/cart?IPID=3031536
[13] https://api.bestbuy.com/click/-/6528408/cart?IPID=3031536
[13] https://api.bestbuy.com/click/-/6527972/cart?IPID=3031536
[12] https://api.bestbuy.com/click/-/6529351/cart?IPID=3031536
[10] https://api.bestbuy.com/click/-/6524517/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6524441/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6522940/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6524440/cart?IPID=3031536
[8] https://api.bestbuy.com/click/-/6525660/cart?IPID=3031536

Top URLs in Tweet in G9:
[4] https://twitter.com/MarcTheLlama91/status/1625941763213955083/photo/1
[2] https://www.youtube.com/watch?v=ltrUlEnPloI&feature=youtu.be

[2] https://www.youtube.com/watch?v=BFcBEdyG7g8&feature=youtu.be

[1] https://twitter.com/erin_thorpee/status/1618769971575951361
[1] https://www.donorschoose.org/project/socially-savvy/7100228/
[1] https://twitter.com/MarcTheLlama91/status/1626243374171975681/video/1
[1] https://twitter.com/MarcTheLlama91/status/1625924103801798656/video/1
[1] https://twitter.com/MarcTheLlama91/status/1625872152800153600/photo/1
[1] https://twitter.com/MarcTheLlama91/status/1626049136469622785/photo/1

Top URLs in Tweet in G10:
[4] https://www.bestbuy.com/site/nvidia-geforce-rtx-3070-8gb-gddr6-pci-express-4-0-graphics-card-dark-platinum-and-black/6429442.p?acampID=0&ar=1800047062274783609&cmp=RMX&irclickid=SWYUYAWbSxyNW5HQnrQwQTCeUkAyR2x0KV0gW80&irgwc=1&loc=Narrativ&mpid=376373&nrtv_cid=8d7281307e109b5847e80d147acbe1a00bff347321dbfd9e403a4136cf16c75c&ref=198&skuId=6429442&utm_source=narrativ
[1] https://shop-links.co/ci8n02ioQ1Q
[1] https://twitter.com/RobeytechDeals/status/1625658909875658756/photo/1
[1] https://www.bestbuy.com/site/sku/6506344.p?skuId=6506344
[1] https://www.bestbuy.com/site/nvidia-geforce-rtx-3080-10gb-gddr6x-pci-express-4-0-graphics-card-titanium-and-black/6429440.p?skuId=6429440

Top Domains
Top Domains in Tweet in Entire Graph:
[2449] bestbuy.com
[1080] 7tiv.net
[716] twitter.com
[597] bam-x.com
[377] bestbuy.ca
[300] shop-links.co
[86] bestbuy-cosme.com
[69] howl.me
[45] amazon.com
[26] walmart.com

Top Domains in Tweet in G1:
[15] shop-links.co
[12] twitter.com
[4] ow.ly
[2] amazon.com
[1] cag.vg
[1] bestbuy.com

Top Domains in Tweet in G2:
[68] twitter.com
[21] bestbuy.com
[3] ledger.com
[3] swarmapp.com
[1] spotify.com
[1] instagram.com
[1] 0.plus
[1] btok.com
[1] t.me
[1] bidvaluable.com

Top Domains in Tweet in G3:
[8] twitter.com
[3] topspeed.com
[3] nyc.gov
[3] nytimes.com
[3] policecarwebsite.net
[2] launchpad.net
[2] justia.com
[2] tumblr.com
[1] villagevoice.com
[1] bit.ly

Top Domains in Tweet in G4:
[2029] bestbuy.com
[1004] 7tiv.net
[366] bestbuy.ca
[187] twitter.com
[140] bam-x.com
[86] bestbuy-cosme.com
[17] howl.me
[11] walmart.com
[9] amazon.com
[4] skimresources.com

Top Domains in Tweet in G5:
[85] shop-links.co
[71] twitter.com
[26] amazon.com
[3] linksynergy.com
[2] howl.me
[1] walmart.com
[1] playstation.com

Top Domains in Tweet in G6:
[17] twitter.com
[3] ign.com
[1] youtube.com
[1] amazon.com
[1] donorschoose.org
[1] walmart.com
[1] sunoltech.com

Top Domains in Tweet in G7:
[149] bestbuy.com
[50] shop-links.co

Top Domains in Tweet in G8:
[155] bestbuy.com
[36] shop-links.co

Top Domains in Tweet in G9:
[9] twitter.com
[4] youtube.com
[1] donorschoose.org

Top Domains in Tweet in G10:
[6] bestbuy.com
[1] shop-links.co
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2334] ad
[1264] 4070ti
[888] bestbuy
[393] gaming
[390] restock
[390] alert
[293] asus
[252] msi
[222] octopathtraveler2
[213] rtx4080



Top Hashtags in Tweet in G1:
[222] octopathtraveler2
[2] sponsored

Top Hashtags in Tweet in G2:
[6] ofthedarklight
[3] robzombie
[3] ad
[3] disney
[3] jurassicpark
[3] funko
[3] funkopop
[3] funkofinderz
[3] steelbook
[2] filmtwitter

Top Hashtags in Tweet in G3:
[1] globalretailfranchise
[1] luxurygoodsbrand
[1] motorious_card
[1] umbrellabrand
[1] scam

Top Hashtags in Tweet in G4:
[1903] ad
[1134] 4070ti
[854] bestbuy
[293] asus
[252] msi
[211] rtx4080
[180] rtx4090
[139] gigabyte
[76] rx7900xt
[74] pny

Top Hashtags in Tweet in G5:
[75] ad

Top Hashtags in Tweet in G6:
[6] valentinesday
[4] bestbuy
[3] target
[2] 4kultrahd
[2] cybersecurity
[1] switch
[1] nintendo
[1] oled
[1] horigaming
[1] hori

Top Hashtags in Tweet in G7:
[199] restock
[199] alert
[199] gaming
[65] 4070ti
[17] rx7900xt
[6] farcry6
[6] rx7900xtx
[4] videogames
[4] cyperpunk
[3] xboxseriesx

Top Hashtags in Tweet in G8:
[191] restock
[191] alert
[191] gaming
[65] 4070ti
[11] rx7900xt
[3] xboxseriesx
[3] xboxdrop
[3] rx7900xtx
[2] videogames
[2] cyperpunk

Top Hashtags in Tweet in G9:
[5] disney100
[5] spiderman
[5] blackpanther
[5] zavvi
[5] wb
[5] dc
[5] reaction
[5] marcthellama91
[5] movie
[5] movies

Top Words
Top Words in Tweet in Entire Graph:
[2334] #ad
[1896] link
[1585] 99
[1457] atc
[1432] bestbuy
[1264] #4070ti
[1262] world
[1225] videogamedeals
[1080] rtx
[1001] live

Top Words in Tweet in G1:
[1221] videogamedeals
[1209] world
[987] live
[987] humans
[987] wonders
[987] enter
[987] ai
[987] heart
[987] atomic
[987] seems

Top Words in Tweet in G2:
[267] bestbuy
[93] robzombie
[63] house
[63] anniversary
[63] 1000
[63] steelbook
[63] 20th
[63] corpses
[56] edition
[54] special

Top Words in Tweet in G3:
[17] geeksquad
[15] bestbuy
[12] mobilee_group
[11] autogradelinux
[9] motorious_nyc
[8] boschglobal
[7] semamembers
[7] cariad_tech
[6] azure
[5] westwoodone

Top Words in Tweet in G4:
[1903] #ad
[1855] link
[1453] atc
[1134] #4070ti
[1023] 99
[988] feb
[976] oc
[903] bestbuy
[867] rtx
[862] geforce

Top Words in Tweet in G5:
[104] buy
[104] best
[97] 99
[88] wario64
[75] #ad
[48] star
[48] wars
[47] ps4
[46] world
[45] 23

Top Words in Tweet in G6:
[33] bestbuy
[26] target
[14] walmart
[10] amazon
[8] gamestop
[8] horiusainc
[8] buy
[7] gift
[7] switch
[7] split

Top Words in Tweet in G7:
[199] #alert
[199] #restock
[199] #gaming
[66] fiyacops
[65] #4070ti
[17] #rx7900xt
[6] #farcry6
[6] #rx7900xtx
[4] #cyperpunk
[4] #videogames

Top Words in Tweet in G8:
[191] #alert
[191] #restock
[191] #gaming
[65] #4070ti
[57] boqli1
[11] #rx7900xt
[3] #xboxdrop
[3] #xboxseriesx
[3] #rx7900xtx
[2] #cyperpunk

Top Words in Tweet in G9:
[9] bestbuy
[6] disney
[5] #blackpanther
[5] #movies
[5] #dc
[5] #marcthellama91
[5] #zavvi
[5] onlysteelbook
[5] #moviereview
[5] #disney100

Top Words in Tweet in G10:
[60] major
[24] rtx
[24] 299
[24] 3070
[21] deal
[20] robeytechdeals
[20] platinum
[20] express
[20] black
[20] 8gb

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1134] #4070ti,#ad
[992] atc,link
[991] #ad,feb
[990] world,wonders
[990] humans,ai
[990] ai,creations
[990] enter,world
[990] harmony,seems
[990] wonders,humans
[990] live,harmony

Top Word Pairs in Tweet in G1:
[987] live,harmony
[987] world,wonders
[987] ai,creations
[987] creations,live
[987] humans,ai
[987] seems,atomic
[987] atomic,heart
[987] wonders,humans
[987] enter,world
[987] harmony,seems

Top Word Pairs in Tweet in G2:
[63] 1000,corpses
[63] 20th,anniversary
[63] house,1000
[53] anniversary,house
[53] steelbook,edition
[53] special,steelbook
[51] zombie,releasing
[51] celebrate,20th
[51] releasing,special
[51] rob,zombie

Top Word Pairs in Tweet in G3:
[9] bestbuy,geeksquad
[6] semamembers,boschglobal
[6] boschglobal,autogradelinux
[6] autogradelinux,cariad_tech
[6] azure,semamembers
[5] noaa,iheartradio
[5] cariad_tech,westwoodone
[5] westwoodone,noaa
[4] motorious_nyc,azure
[3] nypdtransit,nypdcommaffairs

Top Word Pairs in Tweet in G4:
[1134] #4070ti,#ad
[988] atc,link
[988] #ad,feb
[862] geforce,rtx
[831] #ad,ts
[831] 99,link
[695] link,#4070ti
[537] feb,16
[465] atc,#bestbuy
[465] link,atc

Top Word Pairs in Tweet in G5:
[104] best,buy
[63] buy,#ad
[49] 99,best
[48] star,wars
[45] 23,99
[44] ends,ps4
[44] ps4,23
[44] neo,world
[44] world,ends
[43] wario64,neo

Top Word Pairs in Tweet in G6:
[10] target,bestbuy
[6] split,pad
[6] gaming,#valentinesday
[6] #valentinesday,split
[6] compact,nintendo
[6] nintendo,switch
[6] ones,gift
[6] loved,ones
[6] give,loved
[6] portable,gaming

Top Word Pairs in Tweet in G7:
[199] #restock,#alert
[97] #alert,#gaming
[66] fiyacops,#restock
[65] #4070ti,#gaming
[65] #alert,#4070ti
[17] #alert,#rx7900xt
[17] #rx7900xt,#gaming
[6] #alert,#rx7900xtx
[6] #farcry6,#gaming
[6] #alert,#farcry6

Top Word Pairs in Tweet in G8:
[191] #restock,#alert
[105] #alert,#gaming
[65] #4070ti,#gaming
[65] #alert,#4070ti
[57] boqli1,#restock
[11] #alert,#rx7900xt
[11] #rx7900xt,#gaming
[3] #alert,#rx7900xtx
[3] #xboxseriesx,#xboxdrop
[3] #xboxdrop,#gaming

Top Word Pairs in Tweet in G9:
[5] #movie,#movies
[5] #marcthellama91,#movie
[5] #wb,#dc
[5] #spiderman,#blackpanther
[5] #blackpanther,#zavvi
[5] #dc,#reaction
[5] #reaction,#marcthellama91
[5] #zavvi,#wb
[5] #movies,#moviereview
[5] #disney100,#spiderman

Top Word Pairs in Tweet in G10:
[40] major,major
[24] rtx,3070
[20] dark,platinum
[20] nvidia,geforce
[20] pci,express
[20] deal,nvidia
[20] gddr6,pci
[20] major,deal
[20] platinum,black
[20] express,graphics

Top Replied-To
Top Replied-To in Entire Graph:
@bestbuy
@robzombie
@nzxt
@mattwasfunny
@mjbadazz
@sgore2006
@jg_603
@le_brutus
@maliburumbarbie
@tripvoxel

Top Replied-To in G1:
@videogamedeals
@heckswastaken

Top Replied-To in G2:
@bestbuy
@robzombie
@nzxt
@mattwasfunny
@sgore2006
@mjbadazz
@jg_603
@tripvoxel
@bestbuysupport
@corie_barry

Top Replied-To in G3:
@motorious_nyc
@mo_t_orious
@bestbuy
@motorious_moto
@poshmarklover

Top Replied-To in G5:
@wario64
@blayedd_

Top Replied-To in G6:
@maliburumbarbie
@horiusainc
@apollokid3000
@ign
@target
@amosburtonrisen
@bestbuy
@mad_skull4
@doo4usc
@monarchdafey

Top Replied-To in G9:
@bestbuy
@oprah
@uschamber

Top Replied-To in G10:
@robeytech
@jedilive

Top Mentioned
Top Mentioned in Entire Graph:
@videogamedeals
@bestbuy
@wario64
@robzombie
@fiyacops
@boqli1
@leblarstoftimes
@vancekelly
@techdropsdeals
@target

Top Mentioned in G1:
@videogamedeals

Top Mentioned in G2:
@bestbuy
@robzombie
@vancekelly
@bestbuysupport
@lionsgate
@ledger
@tripvoxel
@nzxt
@dawnofthediscs
@hogwartslegacy

Top Mentioned in G3:
@geeksquad
@bestbuy
@autogradelinux
@mobilee_group
@boschglobal
@semamembers
@cariad_tech
@azure
@here
@motorious_nyc

Top Mentioned in G4:
@targetps5alerts
@tracker_ry
@worldopportuni

Top Mentioned in G5:
@wario64
@videogamedeals
@bestbuy

Top Mentioned in G6:
@bestbuy
@target
@walmart
@amazon
@gamestop
@horiusainc
@truthsandlies14
@albertsons
@cvshealth
@instacart

Top Mentioned in G7:
@fiyacops

Top Mentioned in G8:
@boqli1

Top Mentioned in G9:
@bestbuy
@disney
@onlysteelbook
@google
@fedex
@dte_energy
@firstenergycorp
@blackrock
@jpmorgan
@chase

Top Mentioned in G10:
@robeytechdeals
@jedilive

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@applesupport
@fatkiddeals
@delta
@botinventory
@fixitfixitfixit
@pimmaiden
@dataloverdrops
@ricardowec
@ailsaforshaw

Top Tweeters in G1:
@shadow62310
@odedonrealitytv
@jonilovevwbugs
@goatarmageddon
@onyxoblivion
@janagram80
@coryxvx
@bnchile4444
@dokoronuki
@crabcakes0455

Top Tweeters in G2:
@applesupport
@pimmaiden
@yuriyatl
@bestbuysupport
@promotehorror
@maralynburstein
@rowdy8nation
@arnoldmcguire16
@asukasmox
@cardpurchaser

Top Tweeters in G3:
@wsj
@511ontario
@scsupport
@iheartradio
@footlocker
@511sfbay
@adanagirl
@speed
@511wi
@retailwire

Top Tweeters in G4:
@fixitfixitfixit
@dataloverdrops
@ricardowec
@gezgintrk
@botcollectibles
@falcodrin
@botpcparts
@scottydeals
@bigtopapps
@deals_finders

Top Tweeters in G5:
@sageragnar
@hinatauzumakipo
@nellinson
@wario64
@triforcezard
@powermattttttt
@princeofpufftop
@dreymore
@abzbreathtaking
@drawertogether

Top Tweeters in G6:
@amazonhelp
@brade1991
@walmart
@abc
@cnn
@kohls
@ign
@amazonksa
@macys
@instacart

Top Tweeters in G7:
@fiyacops
@gamegearguru
@rodts10
@artawanlazuardi
@drgjumari
@fathom141
@schpritz2
@melissa93878098
@heather68221204
@deborah47891596

Top Tweeters in G8:
@boqli1
@moonlightbladej
@coreyst78063713
@obl1vion7891
@allison45787510
@synthol2002
@voyiaa
@chadsmi33404833
@yoshiunder
@lauriek94145999

Top Tweeters in G9:
@delta
@tmobile
@staplesstores
@google
@ups
@metlife
@edutopia
@dicks
@wellsfargo
@marcthellama91

Top Tweeters in G10:
@gaigous
@black_d_gamer1
@maxxblackwerk
@dmpeyer
@thetimepast
@petercrespo10
@toxyn1440
@therealdlo22
@biggreydonut
@ninjyte