NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

bestbuy_2022-08-19_11-06-00.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
August 19, 2022
Short Description:
bestbuy via NodeXL https://bit.ly/3puL138
@bestbuy
@chicalive
@sonicmovie
@unikokorotweets
@jkline120
@arnottsperspec1
@bestbuycanada
@inndstock
@iamnotinabox58
@bts_twt

Top hashtags:
#fashion
#lifestyle
#pretty
#womens
#ad
#dress
#restock
#alert
#gaming
#black

Description:
Description
The graph represents a network of 3,103 Twitter users whose tweets in the requested range contained "bestbuy", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 August 2022 at 18:17 UTC.

The requested start date was Friday, 19 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 20-hour, 22-minute period from Tuesday, 16 August 2022 at 03:38 UTC to Friday, 19 August 2022 at 00:00 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 : 3103
Unique Edges : 2841
Edges With Duplicates : 9385
Total Edges : 12226
Number of Edge Types : 5
Retweet : 1992
MentionsInRetweet : 2809
Tweet : 4283
Replies to : 1053
Mentions : 2089
Self-Loops : 4311
Reciprocated Vertex Pair Ratio : 0.0395996518711923
Reciprocated Edge Ratio : 0.0761825031393889
Connected Components : 317
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 2425
Maximum Edges in a Connected Component : 6946
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.128782
Graph Density : 0.000496389488511046
Modularity : 0.321364
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 3,103 Twitter users whose tweets in the requested range contained "bestbuy", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 August 2022 at 18:17 UTC.

The requested start date was Friday, 19 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 20-hour, 22-minute period from Tuesday, 16 August 2022 at 03:38 UTC to Friday, 19 August 2022 at 00:00 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 : GraphServerTwitterSearch
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:
[52] https://api.bestbuy.com/click/-/6502626/cart?IPID=3031536
[51] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6502626&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6502626.p%3Fcmp%3DRMX
[50] https://api.bestbuy.com/click/-/6483929/cart?IPID=3031536
[50] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6483929&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6483929.p%3Fcmp%3DRMX
[50] https://api.bestbuy.com/click/-/6496088/cart?IPID=3031536
[49] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6496088&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6496088.p%3Fcmp%3DRMX
[48] https://api.bestbuy.com/click/-/6496089/cart?IPID=3031536
[48] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6496089&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6496089.p%3Fcmp%3DRMX
[46] https://api.bestbuy.com/click/-/6495087/cart?IPID=3031536
[46] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6495087&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6495087.p%3Fcmp%3DRMX

Top URLs in Tweet in G1:
[1] https://www.bestbuy.com/site/promo/logitech-aurora-collection-gaming-accessories?utm_campaign=GA_FY23Q2-Chica_OPX_EN-US&utm_source=Twitch&utm_medium=pr&utm_content=AuroraLaunch
[1] https://www.amazon.com/hz/wishlist/ls/2PH048ZWWZKQ?ref_=wl_share
[1] https://twitter.com/chicalive/status/1559325276928090112

Top URLs in Tweet in G2:
[4] https://www.amazon.com/hz/wishlist/ls/2QZ2UQ1NCX9NX?ref_=wl_share
[4] https://www.amazon.com/hz/wishlist/ls/1C5KBSLV8B5VL?ref_=wl_share
[3] https://www.bestbuy.com/site/childs-play-steelbook-4k-ultra-hd-blu-ray-blu-ray-only--best-buy-1988/6510116.p?skuId=6510116
[3] https://www.amazon.com/hz/wishlist/ls/2J0FAFWJTAN2M?ref_=wl_share
[3] https://www.amazon.com/hz/wishlist/ls/2PH048ZWWZKQ?ref_=wl_share
[3] https://www.amazon.com/hz/wishlist/ls
[3] https://www.gaynycdad.com/2022/08/15-best-buy-2.html
[2] https://www.amazon.com/hz/wishlist/ls/RA3JLN9SBAWO?ref_=wl_share
[2] https://www.amazon.com/hz/wishlist/ls/15RZOXCHIABOZ?ref_=wl_share
[2] https://www.amazon.com/hz/wishlist/ls/?ref_=navm_accountmenu_lists&pldnSite=1

Top URLs in Tweet in G3:
[5] https://twitter.com/inndstock/status/1559978079694438400
[4] https://www.cnbc.com/amp/2022/08/17/best-buy-to-sell-otc-hearing-aid-devices-after-fda-regulation.html
[3] https://www.bestbuy.com/site/searchpage.jsp?st=hearing+assist&_dyncharset=UTF-8&_dynSessConf=&id=pcat17071&type=page&sc=Global&cp=1&nrp=&sp=&qp=&list=n&af=true&iht=y&usc=All+Categories&ks=960&keys=keys
[1] https://twitter.com/senwarren/status/1559910127205249024
[1] https://twitter.com/inndstock/status/1560274895174438913
[1] https://twitter.com/inndstock/status/1559872676910362624
[1] https://www.topcashback.com/ref/madgrad
[1] https://twitter.com/inndstock/status/1559924310021586948?t=ULiN3GxvnL7FI1Ezh9JApg&s=19
[1] https://www.walmart.com/
[1] https://www.riteaid.com/

Top URLs in Tweet in G4:
[1] https://www.bestbuy.com/site/sonic-the-hedgehog-2-steelbook-digital-copy-4k-ultra-hd-blu-ray-blu-ray-only--best-buy-2022/6505511.p?skuId=6505511

Top URLs in Tweet in G5:
[51] https://api.bestbuy.com/click/-/6502626/cart?IPID=3031536
[51] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6502626&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6502626.p%3Fcmp%3DRMX
[50] https://api.bestbuy.com/click/-/6483929/cart?IPID=3031536
[50] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6483929&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6483929.p%3Fcmp%3DRMX
[49] https://api.bestbuy.com/click/-/6496088/cart?IPID=3031536
[49] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6496088&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6496088.p%3Fcmp%3DRMX
[48] https://api.bestbuy.com/click/-/6496089/cart?IPID=3031536
[48] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6496089&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6496089.p%3Fcmp%3DRMX
[46] https://api.bestbuy.com/click/-/6495087/cart?IPID=3031536
[46] https://bestbuy.7tiv.net/c/3031536/633495/10014/?prodsku=6495087&u=https%3A%2F%2Fwww.bestbuy.com%2Fsite%2F-%2F6495087.p%3Fcmp%3DRMX

Top URLs in Tweet in G7:
[2] https://bestbuy.a777web.com/bestbuy.php?q=B09QFLQH3D&i=71f5
[2] https://bestbuy.a777web.com/bestbuy.php?q=B09MK47N67&i=244c
[2] https://bestbuy.a777web.com/bestbuy.php?q=B09MGCLF5X&i=f1c2
[2] https://bestbuy.a777web.com/bestbuy.php?q=B09PJ1MYVR&i=c99a
[2] https://bestbuy.a777web.com/bestbuy.php?q=B0000AFUT3&i=3c7f
[2] https://bestbuy.a777web.com/bestbuy.php?q=B009M1GSW2&i=646e
[2] https://www.youtube.com/watch?v=GJrwHuJxTts&feature=youtu.be

[2] http://bitly.ws/?redirect=tpPK
[1] https://bestbuy.a777web.com/bestbuy.php?q=B019RWMPTA&i=d627
[1] https://bestbuy.a777web.com/bestbuy.php?q=B07GSDK2DG&i=d9d3

Top URLs in Tweet in G8:
[1] https://bestbuy.7tiv.net/c/10078/614286/10014?subId1=43051X1123177Xfd4babcb7ae038d40347958a65f2bbc4&sharedId=techguysmartbuy.com&u=https://www.bestbuy.com/site/microsoft-surface-laptop-4-13-5-touch-screen-amd-ryzen-5-surface-edition-8gb-memory-128gb-ssd-latest-model-platinum/6477089.p%3FskuId%3D6477089&utm_content=buffer935b6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://bestbuy.7tiv.net/c/10078/614286/10014?subId1=43051X1123177X37be0cd73222f8554bce08c124060231&sharedId=techguysmartbuy.com&u=https://www.bestbuy.com/site/macbook-air-13-3-laptop-apple-m1-chip-8gb-memory-256gb-ssd-space-gray/5721600.p%3FskuId%3D5721600&utm_content=buffer0f34d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://bestbuy.7tiv.net/c/10078/614286/10014?subId1=43051X1123177X1c0c59826585d760ed3fe3a8e1599ed4&sharedId=techguysmartbuy.com&u=https://www.bestbuy.com/site/hisense-65-class-u7g-series-quantum-uled-4k-uhd-smart-android-tv/6457433.p%3FskuId%3D6457433&utm_content=bufferfd504&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://giftcardreport.com/2022/08/17/best-buy-10-0-discount-on-chipotle-4/
[1] https://twitter.com/bikeme4ever/status/1559367336674689024

Top URLs in Tweet in G9:
[2] https://www.gregthings.com/
[2] https://www.youtube.com/watch?v=fA3_3k_Md20&feature=youtu.be

[2] https://nothingbutgeek.com/2022/08/the-limey-hitting-4k-uhd-steelbook/
[2] https://api.bestbuy.com/click/-/6514191/pdp?irclickid=&irgwc=1&ref=198&loc=BobsMovieReview&acampID=0&mpid=1789885
[1] https://twitter.com/UniKokoroTweets/status/1560355200451444739
[1] https://www.bestbuy.com/site/limey-includes-digital-copy-steelbook-4k-ultra-hd-blu-ray-blu-ray-2022/6517072.p?skuId=6517072&fbclid=IwAR1Bey5N43Is5lJY6jeKq1LImBHLB8X_IXhVChE0XEO78XW7jQniE8lhc_A
[1] https://www.bestbuy.com/site/limey-includes-digital-copy-steelbook-4k-ultra-hd-blu-ray-blu-ray-2022/6517072.p?skuId=6517072
[1] https://www.instagram.com/accounts/login/?next=/p/ChYBb3qPuBm/
[1] https://www.youtube.com/watch?v=Ry-mFJhPDXw&feature=youtu.be

[1] https://api.bestbuy.com/click/-/6517072/pdp?irclickid=&irgwc=1&ref=198&loc=BobsMovieReview&acampID=0&mpid=1789885

Top URLs in Tweet in G10:
[2] https://www.bestbuy.ca/
[2] https://blog.bestbuy.ca/computers-laptops-tablets/enter-for-a-chance-to-win-an-asus-rog-flow-gaming-laptop
[1] https://www.bestbuy.ca/en-ca/help/your-order/contact-us?cmp=smo-2022-08-18_2022-08-18-c_p-f_bby-pn_-g_sl-tg_prs-br_brd-de_brd-p_tw-help-au_oth-ad_b-l_en-c_na-m_na
[1] https://blogue.bestbuy.ca/mise-en-forme-bagages-mode/bagage/sac-a-dos/quelques-sacs-a-dos-populaires-cette-annee-pour-la-rentree
[1] https://blogue.bestbuy.ca/jeux-video/meilleurs-accessoires-de-jeux-residence-scolaire
[1] https://blogue.bestbuy.ca/jeux-video/que-nous-reserve-nba-2k23
[1] https://blog.bestbuy.ca/video-games/nba-2k23-hits-the-hardcourt-in-september?amp=1
[1] https://blog.bestbuy.ca/category/announcement/contest
[1] https://blog.bestbuy.ca/tv-audio/tv-home-theatre-tv-audio/benq-gv30-720p-portable-projector-review

Top Domains
Top Domains in Tweet in Entire Graph:
[2176] a777web.com
[1460] bestbuy.com
[873] 7tiv.net
[494] viglink.com
[158] bestbuy-cosme.com
[123] bam-x.com
[118] amazon.com
[78] shop-links.co
[43] twitter.com
[30] magik.ly

Top Domains in Tweet in G1:
[1] bestbuy.com
[1] amazon.com
[1] twitter.com

Top Domains in Tweet in G2:
[109] amazon.com
[17] bestbuy.com
[4] donorschoose.org
[4] viglink.com
[4] gaynycdad.com
[3] swarmapp.com
[3] twitter.com
[2] ecommercedb.com
[2] mazon.com
[2] mediapost.com

Top Domains in Tweet in G3:
[13] twitter.com
[5] bestbuy.com
[4] cnbc.com
[1] topcashback.com
[1] walmart.com
[1] riteaid.com
[1] amazon.com
[1] hostnoc.com
[1] opas.com

Top Domains in Tweet in G4:
[1] bestbuy.com

Top Domains in Tweet in G5:
[1267] bestbuy.com
[854] 7tiv.net
[158] bestbuy-cosme.com
[30] magik.ly
[22] twitter.com
[17] viglink.com
[8] bam-x.com
[6] bestbuy.ca
[5] dealsfinders.blog
[4] youtube.com

Top Domains in Tweet in G7:
[2175] a777web.com
[4] youtube.com
[2] bitly.ws
[1] bestbuy.com
[1] hip2save.com
[1] hindustantimes.com

Top Domains in Tweet in G8:
[3] 7tiv.net
[1] giftcardreport.com
[1] twitter.com

Top Domains in Tweet in G9:
[6] bestbuy.com
[4] youtube.com
[2] gregthings.com
[2] nothingbutgeek.com
[1] twitter.com
[1] instagram.com
[1] 7tiv.net

Top Domains in Tweet in G10:
[11] bestbuy.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2204] fashion
[2186] lifestyle
[2179] pretty
[1323] womens
[1130] ad
[467] dress
[444] restock
[444] alert
[444] gaming
[240] black



Top Hashtags in Tweet in G1:
[7] ad

Top Hashtags in Tweet in G2:
[67] clearthelist
[16] clearthelist2022
[15] adoptateacher
[13] bestbuy
[13] teachertwitter
[13] clearthelists
[12] clearthelists2022
[10] newpurchase
[9] turningred
[6] johnclearmylist

Top Hashtags in Tweet in G3:
[3] walmart
[3] cvs
[2] otc
[1] innd
[1] stockstobuy
[1] thurdaythoughts
[1] hearingaid
[1] onlineshopping
[1] sales
[1] trending

Top Hashtags in Tweet in G4:
[191] sonicmovie2

Top Hashtags in Tweet in G5:
[989] ad
[201] nvidia
[161] bestbuy
[129] ddr5
[87] graphicscards
[87] pcgaming
[72] 筋トレ女子
[71] ダイエット
[68] ダイエット垢さんと繋がりたい
[68] ボディメイク

Top Hashtags in Tweet in G6:
[16] mutantfam
[1] keepphysicalmediaalive
[1] goat𓃵
[1] shoplocal
[1] childsplay
[1] childsplay2
[1] childsplay3
[1] jurassicworlddominion
[1] newpickups
[1] 4kcollector

Top Hashtags in Tweet in G7:
[2203] fashion
[2185] lifestyle
[2178] pretty
[1322] womens
[466] dress
[240] black
[184] sleeve
[136] with
[135] long
[130] love

Top Hashtags in Tweet in G8:
[3] tgsmartbuys
[3] deals
[1] microsoft
[1] surface
[1] apple
[1] 4ktv
[1] bestbuy
[1] kindnesswithmarcus

Top Hashtags in Tweet in G9:
[29] steelbook
[18] 4kultrahd
[9] movie
[6] bestbuy
[5] physicalmedia
[5] dc
[5] zavvi
[5] reaction
[5] marcthellama91
[5] movies

Top Hashtags in Tweet in G10:
[7] nba
[3] backtoschool
[2] bestbuy
[2] bestbuyblog
[2] nba2k23
[1] bestbuyquebec
[1] canada
[1] québec
[1] jeffgoldblum
[1] jurassicworlddominion

Top Words
Top Words in Tweet in Entire Graph:
[2568] buy1_best
[2204] #fashion
[2186] ready
[2186] #lifestyle
[2179] #pretty
[1816] bestbuy
[1546] buy
[1491] best
[1352] womens
[1324] 99

Top Words in Tweet in G1:
[1021] chicalive
[906] collection
[900] logitech
[899] missed
[899] last
[899] aurora
[899] buy
[898] case
[898] stream
[898] week

Top Words in Tweet in G2:
[825] bestbuy
[222] bridgettecrowdr
[108] help
[106] buy
[80] teacher
[70] best
[67] #clearthelist
[59] thank
[57] store
[55] year

Top Words in Tweet in G3:
[312] innd
[252] hearing
[204] bestbuy
[181] hearingassistus
[179] inndstock
[104] otc
[104] retail
[101] aid
[101] supplier
[99] affordable

Top Words in Tweet in G4:
[191] speed
[191] strength
[191] steel
[191] #sonicmovie2
[191] blu
[191] ray
[191] steelbook
[191] 2day
[191] exclusive
[191] collectible

Top Words in Tweet in G5:
[989] #ad
[855] link
[839] atc
[742] 99
[728] aug
[435] 18
[389] pm
[363] gigabyte
[294] nvidia
[277] bestbuy

Top Words in Tweet in G6:
[121] bestbuy
[114] kinky_horror
[113] setdarcyfree
[110] quotetheraven79
[98] therealjoebob
[24] section
[21] local
[20] movie
[19] depressing
[19] buy

Top Words in Tweet in G7:
[2567] buy1_best
[2203] #fashion
[2185] #lifestyle
[2178] #pretty
[2175] ready
[1351] womens
[1322] #womens
[651] dress
[563] 00
[466] #dress

Top Words in Tweet in G8:
[10] bestbuy
[6] microsoft
[6] last
[4] very
[4] narrow
[4] slice
[4] gannett
[3] chipotletweets
[3] great
[3] save

Top Words in Tweet in G9:
[48] coming
[40] bestbuy
[31] lionsgate
[30] tell
[29] #steelbook
[27] october
[25] 4k
[24] steven
[24] soderbergh
[22] exclusive

Top Words in Tweet in G10:
[12] bestbuycanada
[8] laptop
[7] asus
[7] gaming
[7] nba
[7] 2k23
[7] hits
[7] hard
[7] court
[7] september

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2186] #fashion,#lifestyle
[2176] #lifestyle,ready
[2176] ready,#pretty
[1474] best,buy
[912] available,best
[902] last,week
[902] aurora,collection
[901] case,missed
[901] missed,stream
[901] stream,last

Top Word Pairs in Tweet in G1:
[899] aurora,collection
[898] case,missed
[898] missed,stream
[898] stream,last
[898] last,week
[898] week,logitech
[898] logitech,g's
[898] g's,aurora
[898] collection,available
[898] available,best

Top Word Pairs in Tweet in G2:
[195] bridgettecrowdr,bestbuy
[64] best,buy
[30] 4k,uhd
[29] bestbuy,thank
[28] customer,service
[23] bestbuy,today
[23] grade,teacher
[20] uhd,available
[20] steelbook,bestbuy
[20] store,online

Top Word Pairs in Tweet in G3:
[136] innd,hearingassistus
[102] otc,hearing
[101] hearing,aid
[101] supplier,bestbuy
[98] innd,otc
[98] aid,retail
[98] retail,growth
[98] growth,innd
[98] hearingassistus,wholesaler
[98] wholesaler,supplier

Top Word Pairs in Tweet in G4:
[191] speed,strength
[191] strength,steel
[191] steel,#sonicmovie2
[191] #sonicmovie2,blu
[191] blu,ray
[191] ray,steelbook
[191] steelbook,2day
[191] 2day,exclusive
[191] exclusive,collectible
[191] collectible,packaging

Top Word Pairs in Tweet in G5:
[725] atc,link
[725] #ad,aug
[456] 99,atc
[428] aug,18
[235] geforce,rtx
[217] best,buy
[217] nvidia,geforce
[161] aug,17
[137] aug,16
[125] 18,12

Top Word Pairs in Tweet in G6:
[113] kinky_horror,setdarcyfree
[98] bestbuy,kinky_horror
[98] setdarcyfree,therealjoebob
[95] quotetheraven79,bestbuy
[18] movie,section
[18] local,bestbuy
[16] section,local
[16] bestbuy,depressing
[16] depressing,#mutantfam
[16] #mutantfam,kinky_horror

Top Word Pairs in Tweet in G7:
[2185] #fashion,#lifestyle
[2175] #lifestyle,ready
[2175] ready,#pretty
[153] black,buy1_best
[127] buy1_best,#love
[126] long,sleeve
[126] love,lemons
[126] #love,#lemons
[114] dress,black
[113] buy1_best,#michael

Top Word Pairs in Tweet in G8:
[4] bestbuy,very
[4] narrow,slice
[3] very,great
[3] #tgsmartbuys,#deals
[3] last,narrow
[3] slice,job
[3] job,market
[3] market,last
[3] last,days
[3] days,joined

Top Word Pairs in Tweet in G9:
[24] steven,soderbergh
[20] bestbuy,exclusive
[18] exclusive,#steelbook
[17] art,reveal
[17] reveal,coming
[17] coming,#4kultrahd
[17] #4kultrahd,bestbuy
[17] #steelbook,lionsgate
[17] lionsgate,october
[17] october,11

Top Word Pairs in Tweet in G10:
[7] gaming,laptop
[7] nba,2k23
[7] 2k23,hits
[7] hits,hard
[7] hard,court
[7] court,september
[7] september,let's
[7] let's,dive
[7] dive,changes
[7] changes,coming

Top Replied-To
Top Replied-To in Entire Graph:
@bestbuy
@chicalive
@bridgettecrowdr
@quotetheraven79
@inndstock
@highdefdiscnews
@bestbuysupport
@marksmith_0610
@wario64
@kenetbear

Top Replied-To in G1:
@chicalive
@bridgettecrowdr

Top Replied-To in G2:
@bestbuy
@bridgettecrowdr
@highdefdiscnews
@bestbuysupport
@marksmith_0610
@mortyleibowitz
@brada53472906
@bbynews
@btv_bho
@scream_factory

Top Replied-To in G3:
@inndstock
@muzik4life408
@steveweaver1005
@jstincrdbl
@justoners
@snackmasta
@ward_4wards
@amazon
@ownedbysamoyeds
@jwellshd

Top Replied-To in G6:
@quotetheraven79
@heylockwood
@death_or_gory
@_alex_burns_
@thetrue_zankoku
@cemetery_woman
@diabolikdvd
@worsel96
@oneofthewills
@lalocarae

Top Replied-To in G8:
@bestbuy
@tumblr
@marcuslemonis
@dimartinobooth

Top Replied-To in G9:
@thediscfather
@bestbuy
@lionsgate
@highdefdiscnews

Top Replied-To in G10:
@blglaw
@jdequebec
@pcmag
@derekmwile
@tech20212
@bestbuy_deals
@isabelladagher

Top Mentioned
Top Mentioned in Entire Graph:
@buy1_best
@bestbuy
@chicalive
@sonicmovie
@hearingassistus
@inndstock
@logitechg
@bridgettecrowdr
@kinky_horror
@setdarcyfree

Top Mentioned in G1:
@chicalive
@bestbuy
@logitechg
@jitterbuggie21
@dawn_baise
@ratiyej
@nicoleschoice1
@critterranch
@angelasbnb
@bgood_tweet

Top Mentioned in G2:
@bestbuy
@bridgettecrowdr
@scream_factory
@geeksquad
@bestbuysupport
@amazon
@highdefdiscnews
@shoutfactory
@screenrant
@tmobile

Top Mentioned in G3:
@bestbuy
@hearingassistus
@inndstock
@ihear_direct
@senwarren
@walmart
@amazon
@riteaid
@hyvee
@nmbtpetersen

Top Mentioned in G4:
@sonicmovie

Top Mentioned in G5:
@dominus4uu
@ecombran
@mejorcomprausa

Top Mentioned in G6:
@bestbuy
@kinky_horror
@setdarcyfree
@therealjoebob
@quotetheraven79
@diabolikdvd
@ziarecords
@worsel96
@orbitdvd
@_alex_burns_

Top Mentioned in G7:
@buy1_best
@youtube
@companymarlbo
@camelot331

Top Mentioned in G8:
@microsoft
@bestbuy
@gannett
@chipotletweets
@dimartinobooth
@briggsstratton
@hbomax
@oysterpointrx
@drphil

Top Mentioned in G9:
@bestbuy
@lionsgate
@gregruth
@thediscfather
@onlysteelbook
@cerealmidnight
@iamluisguzman
@uhdspain
@ultrahdbluray
@blurayangel

Top Mentioned in G10:
@bestbuycanada
@dapper_tux
@asus
@sony
@huawei
@rachioco
@bestbuy_deals
@rockyrues
@bestbuyquebec
@melbchartier

Top Tweeters
Top Tweeters in Entire Graph:
@tickeron
@alhanda
@gambiste1
@fatkiddeals
@xfinitysupport
@bloggedbyrain
@mharvey816
@streamerwallcom
@madmanmarz
@chipotletweets

Top Tweeters in G1:
@melissatippie
@textiff
@laxer1215
@tamarabenningto
@nicoleschoice1
@bnchile4444
@pbkup
@reviewsmall
@ilonab1980
@isandrachesney

Top Tweeters in G2:
@gambiste1
@xfinitysupport
@madmanmarz
@ailsaforshaw
@tmobile
@sstrode
@microsofthelps
@bestbuysupport
@edwardistheman
@agent_snark

Top Tweeters in G3:
@business
@businessinsider
@walmart
@forbes
@inc
@fastcompany
@foxbusiness
@claydeath1
@entrepreneur
@macys

Top Tweeters in G4:
@cawfeel
@josebob21
@stardewcrosser
@the_boss2882
@alamortiz92
@supernaruto10
@thatsoni
@iamkarenpang
@takeshi1221rock
@coolcat_connor

Top Tweeters in G5:
@tickeron
@bloggedbyrain
@fixitfixitfixit
@financialbuzz
@botinventory
@dataloverdrops
@limecello
@androidheadline
@falcodrin
@butlerofdogs

Top Tweeters in G6:
@willhuhges
@woofknight
@dcuniverseguy80
@kinky_horror
@harrisonsmith85
@daskorn69
@cheshirevenom
@prmndave
@mr_mcqwerty
@erik_blade4

Top Tweeters in G7:
@alhanda
@rockethulsey
@buy1_best
@kaceykells
@tammytu78097268
@products_hot
@flwrgardengifts
@clarasjewelry
@ostraca_eu
@hephaistos_ai

Top Tweeters in G8:
@chipotletweets
@mcdonalds
@discord
@dominos
@chilis
@blazepizza
@att
@lowes
@universalorl
@surface

Top Tweeters in G9:
@mharvey816
@johnadeleon
@maxfischers
@shaggyfarache
@wrongreel
@unikokorotweets
@granadaposters
@yukiratew
@zavvi
@aaronleblanc7

Top Tweeters in G10:
@champs13
@jdequebec
@robinson4206
@pcmag
@gtm618
@4scarrs_gaming
@dave_dave007
@huawei
@sony
@robeytech