#SocialMedia, Twitter, 10/10/2021 3:56:48 PM, 264242


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#SocialMedia_2021-10-10_07-55-53.xlsx
#SocialMedia_2021-10-10_07-55-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
#SocialMedia via NodeXL https://bit.ly/3iNIoXq
@gosquad22
@smm_news_feed
@chidambara09
@anthonyrochand
@youtube
@marshawright
@fabriziobustama
@metoscm
@fikafuntimes
@brettmurphynet

Top hashtags:
#socialmedia
#facebook
#instagram
#twitter
#gift
#dogecoin
#deal
#gifts

Description:
Description
The graph represents a network of 3,893 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 15:13 UTC.

The requested start date was Sunday, 10 October 2021 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 21-hour, 23-minute period from Friday, 08 October 2021 at 14:42 UTC to Saturday, 09 October 2021 at 12:06 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 : 3893
Unique Edges : 3052
Edges With Duplicates : 8342
Total Edges : 11394
Number of Edge Types : 5
Tweet : 5246
Mentions : 1226
Retweet : 1908
MentionsInRetweet : 2815
Replies to : 199
Self-Loops : 5362
Reciprocated Vertex Pair Ratio : 0.0214849921011058
Reciprocated Edge Ratio : 0.0420661923909681
Connected Components : 1729
Single-Vertex Connected Components : 1215
Maximum Vertices in a Connected Component : 850
Maximum Edges in a Connected Component : 6359
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.857922
Graph Density : 0.000213377424734463
Modularity : 0.335038
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,893 Twitter users whose tweets in the requested range contained "#SocialMedia", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 10 October 2021 at 15:13 UTC.

The requested start date was Sunday, 10 October 2021 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 21-hour, 23-minute period from Friday, 08 October 2021 at 14:42 UTC to Saturday, 09 October 2021 at 12:06 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 : #SocialMedia
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:
[76] https://redirect.viglink.com/?u=http://amazon.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[72] https://www.getmeradio.com/stations/mklabfm-3757/?station_id=3757
[70] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.thepopcornfactory.com/%3Fclickid%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETFuTxu2XAUc0%26irgwc%3D1%26utm_medium%3Daffiliate%26utm_source%3Dimpactradius%26utm_campaign%3D29332%26utm_content%3D363428%26utm_term%3DONLINE_TRACKING_LINK%26r%3Daffiliatetpf&type=CE&opt=false
[68] https://redirect.viglink.com/?u=http://amazon.com&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA
[67] https://redirect.viglink.com/?u=http://airportparkingreservations.com&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA
[62] https://redirect.viglink.com/?key=3a9cc422e49328c77980d30cc63f8f39&u=https://www.thepopcornfactory.com/%3Fclickid%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETFuTxu2XAUc0%26irgwc%3D1%26utm_medium%3Daffiliate%26utm_source%3Dimpactradius%26utm_campaign%3D29332%26utm_content%3D363428%26utm_term%3DONLINE_TRACKING_LINK%26r%3Daffiliatetpf&type=CE&opt=false
[59] https://twinybots.ch/
[53] https://www.fiverr.com/matynery/do-etsy-promotion-etsy-traffic-etsy-promotion-shopify-marketing-to-get-sales
[33] https://go.fiverr.com/visit/?bta=286171&brand=fiverrcpa
[26] https://go.fiverr.com/visit/?bta=259909&nci=8737

Top URLs in Tweet in G1:
[72] https://www.getmeradio.com/stations/mklabfm-3757/?station_id=3757
[18] https://www.youtube.com/watch?v=ve_YO5w13Bc&feature=youtu.be

[17] https://twinybots.ch/
[12] https://www.instagram.com/accounts/login/
[6] https://forms.gle/MiKgPZAwW77GJCjP6
[4] https://www.facebook.com/groups/seooptimizers
[4] Media
[4] Today
[4] https://usatopreview.com/product/buy-hotmail-accounts/
[4] https://usatopreview.com/product/buy-google-5-star-reviews/

Top URLs in Tweet in G2:
[33] https://go.fiverr.com/visit/?bta=286171&brand=fiverrcpa
[20] https://jobpreference.com/
[12] https://dynadot.com/forsale/sellegg.com?drefid=2071
[12] https://www.forbes.com/sites/forbestechcouncil/2021/08/11/unlocking-the-power-of-predictive-analytics-with-ai/
[12] https://www.insurtechinsights.com/heres-how-pikl-is-using-technology-to-insure-the-sharing-economy-interview-with-ceo-louise-birritteri/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=heres-how-pikl-is-using-technology-to-insure-the-sharing-economy-interview-with-ceo-louise-birritteri
[11] https://www.nytimes.com/2021/09/20/business/stock-market-federal-reserve.html
[11] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-03237-w
[11] https://www.datacenterdynamics.com/en/opinions/disentangling-quantum-computing/
[10] https://advice-cloud.co.uk/insights/big-data-and-analytics-framework/
[10] https://www.sciencedaily.com/releases/2021/10/211007122111.htm

Top URLs in Tweet in G3:
[76] https://redirect.viglink.com/?u=http://amazon.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA
[70] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.thepopcornfactory.com/%3Fclickid%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETFuTxu2XAUc0%26irgwc%3D1%26utm_medium%3Daffiliate%26utm_source%3Dimpactradius%26utm_campaign%3D29332%26utm_content%3D363428%26utm_term%3DONLINE_TRACKING_LINK%26r%3Daffiliatetpf&type=CE&opt=false
[68] https://redirect.viglink.com/?u=http://amazon.com&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA
[67] https://redirect.viglink.com/?u=http://airportparkingreservations.com&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA
[62] https://redirect.viglink.com/?key=3a9cc422e49328c77980d30cc63f8f39&u=https://www.thepopcornfactory.com/%3Fclickid%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETFuTxu2XAUc0%26irgwc%3D1%26utm_medium%3Daffiliate%26utm_source%3Dimpactradius%26utm_campaign%3D29332%26utm_content%3D363428%26utm_term%3DONLINE_TRACKING_LINK%26r%3Daffiliatetpf&type=CE&opt=false
[10] https://redirect.viglink.com/?u=http://spirithalloween.com&key=3a9cc422e49328c77980d30cc63f8f39&prodOvrd=WRA
[10] http://2blondesmedia.com/
[9] https://sedo.com/search/details/?partnerid=324561&language=us&domain=uet.app&origin=sales_lander_13&utm_medium=Parking&utm_campaign=offerpage
[8] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800flowers.com/&type=CE&opt=false
[8] https://redirect.viglink.com/?u=http://spirithalloween.com&key=8abd864b10fec891f9c8ec097c4422cf&prodOvrd=WRA

Top URLs in Tweet in G4:
[4] https://waccglobal.org/reclaim-democratic-public-communication-spaces-wacc-members-partners-urge/
[3] https://www.repunext.com/
[3] https://capitalupdate.pk/1879/%d9%b9%da%a9-%d9%b9%d8%a7%da%a9%d8%b1-%d8%b9%d8%a7%d8%a6%d8%b4%db%81-%da%a9%d8%a7-%d8%a7%d9%86%da%a9%d8%b4%d8%a7%d9%81-%d8%b1%db%8c%d9%85%d8%a8%d9%88-%d8%a8%d9%84%db%8c%da%a9-%d9%85%db%8c%d9%84%d8%b1/hot-news/2021/10/08/
[3] https://ziligma.com/local-business/
[3] https://paper.li/pietropannone/1425898758?pub_id=670175ae-b996-4609-bfa5-26a969d98954
[2] https://www.journalducm.com/comment-recourir-au-community-management/
[2] https://www.lireo.com/10-ways-to-improve-accessibility-on-websites-and-social-media/
[2] https://www.startribune.com/four-fixes-for-facebook/600104605/
[2] http://youtu.be/g8pNf5jC40c
[2] https://cointelegraph.com/news/building-onlyfans-on-blockchain-is-a-huge-untapped-opportunity-dfinity-founder?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1446745501148319745
[1] https://twitter.com/i/web/status/1442431756909621258
[1] https://twitter.com/i/web/status/1441684475948060676

Top URLs in Tweet in G6:
[26] https://twinybots.ch/
[6] https://www.theverge.com/22714629/windows-11-microsoft-browser-edge-chrome-firefox
[6] https://www.entrepreneur.com/article/385568
[5] https://www.entrepreneur.com/article/390292
[5] https://www.entrepreneur.com/article/390240
[4] https://www.adweek.com/brand-marketing/why-virgin-mobiles-newest-product-is-a-breakfast-cereal/
[4] https://www.entrepreneur.com/article/390285
[4] https://www.entrepreneur.com/article/390155
[4] https://www.entrepreneur.com/article/390238
[4] https://www.myfrugalbusiness.com/2021/09/top-social-media-recruiting-strategies-find-talent.html

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/posts/ericdoylecrux_linkedinlive-business-network-activity-6851071710750367744-5lNZmakes
[2] https://www.instagram.com/accounts/login/
[1] https://twitter.com/i/web/status/1446808435803176964
[1] https://twitter.com/i/web/status/1446495615115010066
[1] https://twitter.com/i/web/status/1446748027067248641
[1] http://digital-leadership-associates.passle.net/post/102h7y8/social-media-engagement-none-of-my-sales-team-have-time-for-it-really
[1] https://twitter.com/i/web/status/1446562053729226773
[1] http://digital-leadership-associates.passle.net/post/102h7q6/a-modern-guide-to-hiring-digitally-skilled-sales-marketing-and-bd-people
[1] https://twitter.com/i/web/status/1446781999298011142
[1] https://youtu.be/z7iSD5Z8SdY

Top URLs in Tweet in G8:
[3] https://twitter.com/FwdHumanity/status/1445780166706229260
[2] https://firsttmaster.com/
[1] https://twitter.com/i/web/status/1446615156675522564
[1] https://twitter.com/i/web/status/1446543473700651008
[1] https://twitter.com/i/web/status/1446603843572228098
[1] https://twitter.com/i/web/status/1446611472352751619
[1] https://twitter.com/i/web/status/1446734104666333184
[1] https://twitter.com/MyArKnet/status/1446545731591016461
[1] https://twitter.com/i/web/status/1446135795820023815
[1] https://twitter.com/i/web/status/1446350178173079552

Top URLs in Tweet in G9:
[26] https://go.fiverr.com/visit/?bta=259909&nci=8737
[3] https://getbook.at/HTG100K
[1] https://twitter.com/i/web/status/1446789076384763907
[1] https://twitter.com/i/web/status/1446785886226509828
[1] https://twitter.com/i/web/status/1446778482806067200
[1] https://twitter.com/i/web/status/1446778614352015360
[1] https://twitter.com/i/web/status/1446778858124967940
[1] https://twitter.com/i/web/status/1446778963682992128
[1] https://twitter.com/i/web/status/1446778729556942852
[1] https://twitter.com/i/web/status/1446779052891672578

Top URLs in Tweet in G10:
[2] https://link.medium.com/5oiIKmHZckb
[1] https://twitter.com/i/web/status/1446759133533900801
[1] https://twitter.com/i/web/status/1446493330104328208
[1] https://twitter.com/i/web/status/1446761283521495040
[1] https://twitter.com/gemhvcc/status/1446493330104328208
[1] https://twitter.com/i/web/status/1446753926246764544
[1] https://twitter.com/i/web/status/1446500592940163084
[1] https://twitter.com/i/web/status/1446742104470921217
[1] https://twitter.com/i/web/status/1446766547641511939
[1] https://twitter.com/i/web/status/1446754121701277702

Top Domains
Top Domains in Tweet in Entire Graph:
[3920] twitter.com
[394] viglink.com
[172] fiverr.com
[159] paper.li
[95] youtube.com
[76] entrepreneur.com
[72] getmeradio.com
[67] infographicb2b.com
[59] twinybots.ch
[53] linkedin.com

Top Domains in Tweet in G1:
[1045] twitter.com
[72] getmeradio.com
[43] youtube.com
[39] paper.li
[35] usatopreview.com
[22] fiverr.com
[18] socialmediatoday.com
[17] twinybots.ch
[17] inc.com
[14] instagram.com

Top Domains in Tweet in G2:
[191] twitter.com
[50] fiverr.com
[24] dan.com
[24] youtube.com
[21] nytimes.com
[20] forbes.com
[20] jobpreference.com
[16] co.uk
[14] dynadot.com
[14] medium.com

Top Domains in Tweet in G3:
[2003] twitter.com
[394] viglink.com
[67] infographicb2b.com
[44] oneofpoints.com
[31] blogspot.com
[31] pickdigit.com
[20] creativisocial.com
[13] marketinglivebook.com
[12] mobihealthnews.com
[12] coachmee.com

Top Domains in Tweet in G4:
[44] twitter.com
[5] technofaq.org
[5] youtube.com
[5] paper.li
[4] waccglobal.org
[3] repunext.com
[3] capitalupdate.pk
[3] ziligma.com
[2] journalducm.com
[2] lireo.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[58] twitter.com
[52] entrepreneur.com
[26] twinybots.ch
[24] adweek.com
[20] theverge.com
[10] tiktok.com
[7] techcrunch.com
[7] snip.ly
[6] myfrugalbusiness.com
[5] hackernoon.com

Top Domains in Tweet in G7:
[16] twitter.com
[3] linkedin.com
[2] passle.net
[2] marketing-interactive.com
[2] instagram.com
[2] adweek.com
[1] youtu.be
[1] co.uk
[1] grcoutlook.com
[1] sparkgrowth.com

Top Domains in Tweet in G8:
[16] twitter.com
[2] firsttmaster.com

Top Domains in Tweet in G9:
[44] twitter.com
[26] fiverr.com
[3] getbook.at
[1] co.uk

Top Domains in Tweet in G10:
[10] twitter.com
[2] medium.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5848] socialmedia
[2657] facebook
[2571] instagram
[2513] twitter
[2340] gift
[2237] dogecoin
[2156] deal
[2044] gifts
[1768] pinterest
[1693] linkedin



Top Hashtags in Tweet in G1:
[1033] socialmedia
[158] marketing
[87] socialmediamarketing
[87] digitalmarketing
[86] facebook
[82] love
[77] instagram
[72] nowplaying
[72] dance
[66] songs

Top Hashtags in Tweet in G2:
[342] socialmedia
[190] bigdata
[184] ai
[181] tech
[165] digital
[161] datascience
[152] cloud
[151] finserv
[118] 100daysofcode
[91] machinelearning

Top Hashtags in Tweet in G3:
[2807] socialmedia
[2374] facebook
[2370] twitter
[2353] instagram
[2290] gift
[2187] dogecoin
[2119] deal
[1995] gifts
[1712] pinterest
[1637] linkedin

Top Hashtags in Tweet in G4:
[136] socialmedia
[18] digitalmarketing
[17] facebook
[13] marketing
[10] socialmediamarketing
[8] youtube
[6] instagram
[6] icymi
[5] creatoreconomy
[5] bigtech

Top Hashtags in Tweet in G5:
[42] socialdefi
[41] socialmedia
[41] memey
[41] crypto
[41] cryptocurrecy
[40] memes
[24] pancakeswap
[24] hodl
[22] bitcoin
[2] blockchain

Top Hashtags in Tweet in G6:
[141] socialmedia
[34] marketing
[26] tech
[17] advertising
[13] trending
[13] entrepreneur
[10] tiktok
[10] trends
[10] viralmarketing
[10] competition

Top Hashtags in Tweet in G7:
[30] socialmedia
[7] facebook
[4] ad
[3] instagram
[3] marketing
[3] amazonrainforest
[3] digitalmarketing
[2] socialselling
[2] kelvin_brett_1
[2] dearfacebook

Top Hashtags in Tweet in G8:
[49] socialmedia
[24] salesforce
[24] dreamforce
[24] startup
[24] startups
[24] ai
[24] futureofwork
[24] hrtech
[24] nonprofits
[18] cx

Top Hashtags in Tweet in G9:
[26] affiliate
[26] fiverr
[25] marketing
[24] digitalmarketing
[8] socialmedia
[6] twitter
[3] community
[3] followed
[2] digitalmedia
[1] socialparindee

Top Hashtags in Tweet in G10:
[33] socialmedia
[8] diabetes
[7] mentalhealthawarenessmonth
[3] t1d
[3] addictive
[2] drugs
[2] retweet
[1] ecommerce

Top Words
Top Words in Tweet in Entire Graph:
[5847] #socialmedia
[2656] #facebook
[2570] #instagram
[2513] #twitter
[2352] #gift
[2237] #dogecoin
[2156] #deal
[2044] #gifts
[1768] #pinterest
[1693] #linkedin

Top Words in Tweet in G1:
[1032] #socialmedia
[367] social
[300] media
[158] #marketing
[138] marketing
[109] business
[91] क
[90] द
[88] र
[87] #socialmediamarketing

Top Words in Tweet in G2:
[342] #socialmedia
[190] #bigdata
[188] chidambara09
[184] #ai
[181] #tech
[165] #digital
[161] #datascience
[152] #cloud
[151] #finserv
[118] #100daysofcode

Top Words in Tweet in G3:
[2807] #socialmedia
[2374] #facebook
[2370] #twitter
[2353] #instagram
[2297] #gift
[2187] #dogecoin
[2119] #deal
[1995] #gifts
[1712] #pinterest
[1637] #linkedin

Top Words in Tweet in G4:
[136] #socialmedia
[59] social
[51] media
[18] #digitalmarketing
[17] #facebook
[13] #marketing
[11] facebook
[10] #socialmediamarketing
[10] स
[9] down

Top Words in Tweet in G5:
[70] socialdefi_io
[42] #socialdefi
[41] #socialmedia
[41] #memey
[41] #crypto
[41] #cryptocurrecy
[40] #memes
[39] memey
[29] fact
[28] checkers

Top Words in Tweet in G6:
[141] #socialmedia
[46] marshawright
[41] entrepreneur
[34] #marketing
[26] #tech
[22] facebook
[17] #advertising
[16] media
[14] social
[13] #trending

Top Words in Tweet in G7:
[30] #socialmedia
[14] facebook
[10] instagram
[7] social
[7] twitter
[7] #facebook
[5] full
[4] media
[4] more
[4] bbc

Top Words in Tweet in G8:
[49] #socialmedia
[29] myphillymedia
[24] #salesforce
[24] #dreamforce
[24] #startup
[24] #startups
[24] #ai
[24] #futureofwork
[24] #hrtech
[24] #nonprofits

Top Words in Tweet in G9:
[27] explore
[27] twitch
[27] services
[26] #affiliate
[26] #fiverr
[25] #marketing
[24] #digitalmarketing
[9] animatorspal
[8] #socialmedia
[6] #twitter

Top Words in Tweet in G10:
[33] #socialmedia
[13] help
[11] gemhvcc
[11] extent
[11] creating
[11] community
[11] type
[11] diabetics
[11] live
[11] disease

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2282] #facebook,#instagram
[2263] #twitter,#facebook
[1974] #deal,#gift
[1912] #gift,#gifts
[1623] #socialmedia,#pinterest
[1538] #linkedin,#twitter
[1184] #dogecoin,#deal
[1099] #pinterest,#dogecoin
[783] #gifts,#giftideas
[768] #tiktok,#socialmedia

Top Word Pairs in Tweet in G1:
[289] social,media
[72] listen,lt
[72] lt,gt
[72] gt,#dance
[72] #dance,#love
[66] #love,#songs
[60] #socialmedia,#srudukfollow
[52] #songs,#inspiration
[47] #socialmedia,#socialmediamarketing
[40] #inspiration,#friends

Top Word Pairs in Tweet in G2:
[161] #ai,#datascience
[153] #digital,#tech
[151] #datascience,#finserv
[148] #tech,#cloud
[141] #cloud,#ai
[89] #finserv,#machinelearning
[84] #machinelearning,#bigdata
[48] #facebook,#instagram
[47] #socialmedia,#100daysofcode
[45] #gift,#gifts

Top Word Pairs in Tweet in G3:
[2214] #twitter,#facebook
[2212] #facebook,#instagram
[1937] #deal,#gift
[1864] #gift,#gifts
[1580] #socialmedia,#pinterest
[1502] #linkedin,#twitter
[1159] #dogecoin,#deal
[1072] #pinterest,#dogecoin
[766] #gifts,#giftideas
[737] #tiktok,#socialmedia

Top Word Pairs in Tweet in G4:
[51] social,media
[6] #socialmedia,#socialmediamarketing
[5] #creatoreconomy,#socialmedia
[5] wisdom,ricksantorum
[5] ricksantorum,one
[5] one,year
[5] year,ago
[5] ago,gov't
[5] gov't,regulating
[5] regulating,#bigtech

Top Word Pairs in Tweet in G5:
[41] #socialdefi,#socialmedia
[41] #socialmedia,#memey
[41] #crypto,#cryptocurrecy
[40] #memey,#memes
[40] #memes,#crypto
[28] fact,checkers
[28] checkers,checking
[28] checking,facts
[28] facts,thing
[28] thing,made

Top Word Pairs in Tweet in G6:
[18] entrepreneur,#socialmedia
[14] social,media
[13] #tech,#trending
[13] #trending,#socialmedia
[11] #advertising,newswire
[10] #marketing,news
[10] check,maddie
[10] maddie,payton's
[10] payton's,video
[10] video,#tiktok

Top Word Pairs in Tweet in G7:
[4] social,media
[3] facebook,act
[3] act,illegal
[3] illegal,sale
[3] sale,#amazonrainforest
[3] #amazonrainforest,#socialmedia
[3] #socialmedia,giant
[3] giant,changed
[3] changed,policy
[3] policy,following

Top Word Pairs in Tweet in G8:
[24] #salesforce,#dreamforce
[24] #dreamforce,#startup
[24] #startup,#startups
[24] #startups,#ai
[21] #ai,#socialmedia
[21] #socialmedia,#futureofwork
[21] #futureofwork,#hrtech
[18] #hrtech,#cx
[16] today,myphillymedia
[16] myphillymedia,gmail

Top Word Pairs in Tweet in G9:
[27] explore,twitch
[27] twitch,services
[26] services,#affiliate
[26] #affiliate,#fiverr
[22] #fiverr,#digitalmarketing
[17] #digitalmarketing,#marketing
[6] animatorspal,explore
[6] #marketing,#socialmedia
[4] chikn_nuggit,explore
[3] proven,ways

Top Word Pairs in Tweet in G10:
[13] #socialmedia,help
[11] extent,creating
[11] creating,community
[11] community,#socialmedia
[11] help,type
[11] type,diabetics
[11] diabetics,live
[11] live,disease
[10] gemhvcc,extent
[10] disease,differently

Top Replied-To
Top Replied-To in Entire Graph:
@kamalaharris
@potus
@marketinglbook
@donaldjtrumpjr
@vp
@marklevinshow
@chikn_nuggit
@anthonyrochand
@abrarsuleiman
@gamedevdavid319

Top Replied-To in G1:
@hibooxxx

Top Replied-To in G2:
@anthonyrochand
@enricomolinari
@zone_astronomy
@tanyasinha_
@lyakovet
@ahniati
@thierry_pires

Top Replied-To in G3:
@marketinglbook

Top Replied-To in G7:
@hustlenconquer
@facebook
@instagram

Top Replied-To in G9:
@chikn_nuggit
@cutayer
@shawnjohnson_
@ophanapart
@animationjobs
@gamedevdavid319
@dahodiantechie
@justpositionit
@hbomaxcaribbean
@sarahmillican75

Top Replied-To in G10:
@youngmindsuk

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@bmurphypointman
@betamoroney
@brettmurphynet
@socialdefi_io
@enilev
@marshawright
@anthonyrochand
@nicochan33
@fabriziobustama

Top Mentioned in G1:
@getstatusgood
@normbond
@thetruenet
@tahum3d
@profesoramador
@ranxerox11690
@mlolmstead
@cheok33
@socmedsean
@_rachanaatmak

Top Mentioned in G2:
@chidambara09
@betamoroney
@enilev
@nicochan33
@anthonyrochand
@fabriziobustama
@youtube
@drjdrooghaag
@domainfq
@spirosmargaris

Top Mentioned in G3:
@bmurphypointman
@brettmurphynet
@vcontenting
@_timos_
@nh_shapiro
@2blondesmedia
@sedo
@marshawright
@creativisocial
@headwo14

Top Mentioned in G4:
@ricksantorum
@patriot_voices
@bobo_prod
@tiktok
@prakashukla
@ajdduggan
@waccglobal
@dramypark
@kimkenton1
@euphoricenigmeh

Top Mentioned in G5:
@socialdefi_io

Top Mentioned in G6:
@marshawright
@entrepreneur
@tweepsmap
@themaddiepayton
@hackernoon
@_timos_
@orladymaygy
@mikeschiemer
@leanstartuplive
@socialmarbella

Top Mentioned in G7:
@facebook
@twitter
@instagram
@bbc
@eric_crux
@timothy_hughes
@whatsapp
@netflix
@dawnroseturner
@linkedin

Top Mentioned in G8:
@fwdhumanity
@myphillymedia
@greenthumbs333
@halloweendecor3
@firsttmaster
@martinhoyes
@xgratitude333
@myarknet
@jordanrgray
@tautachrome

Top Mentioned in G9:
@animatorspal
@justpositionit
@jakubdabrowski0
@m7mdkurd
@ramiyounisps
@getlaprasad
@a_unbox
@liptonfindx
@i_leak_vn
@supergadge

Top Mentioned in G10:
@gemhvcc
@starksmart
@oussrkk
@beyondtype1
@grenoble_em
@jamesmb
@documentally

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@streamerwall
@marshawright
@paoloigna1
@cybersec_feeds
@alhanda
@chidambara09
@mistersalesman
@ejlazar
@streamer_boost

Top Tweeters in G1:
@eraser
@jameshicksuk
@mlmleadrush
@jameshicksmlm
@workswithjames
@richer4ever
@drpatfarrell
@junestoyer
@personalfitnes3
@getstaywealthy

Top Tweeters in G2:
@sectest9
@paoloigna1
@cybersec_feeds
@chidambara09
@xaelbot
@codedailybot
@thedeveloperbot
@cybersecurityn8
@ipythonistabot
@morolswediu

Top Tweeters in G3:
@alhanda
@bmurphypointman
@pennilessscribe
@calcaware
@brettmurphynet
@_funbot
@caring_mobile
@education_24x7
@the404code
@vcontenting

Top Tweeters in G4:
@miti_vigliero
@adngold
@catholiclisa
@roccodallas
@loksattalive
@causeofourjoy
@dogetalist
@patriotmom61
@am900chml
@legendnewsin

Top Tweeters in G5:
@trillina_palemi
@banannaboy
@dawarisx
@linalinda6601
@juliemao16
@ramonda84878762
@tote8415
@ldy62325
@reginag57359709
@elzaper64632240

Top Tweeters in G6:
@marshawright
@ejlazar
@edjlazar
@john_siracusa
@artificialbra1n
@solomankarl
@godson_unique
@theeddie24ful
@francmolica
@stanleyepstein

Top Tweeters in G7:
@dawnroseturner
@jeremypmurphy
@timothy_hughes
@adweek
@flashtweet
@dlaignite
@marketingeds
@netflix
@jantantratv
@bbc

Top Tweeters in G8:
@firsttmaster
@lindsayromantic
@myphillymedia
@bookduke
@authormbtosi
@mystery_tomes
@dunedin_media
@annacampbelloz
@mravikpal
@markj_ohnson

Top Tweeters in G9:
@mistersalesman
@atsocialmediauk
@animatorspal
@shawnjohnson_
@animationjobs
@diversity54
@sarahmillican75
@lingerie_addict
@cutayer
@justpositionit

Top Tweeters in G10:
@amandafclark
@documentally
@jamesmb
@youngmindsuk
@beyondtype1
@tpltravelled
@taymgonz
@grenoble_em
@leeynay
@alexpoulain420