#SocialMedia, Twitter, 3/22/2021 1:55:39 AM, 250967


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#SocialMedia_2021-03-21_08-07-21.xlsx
#SocialMedia_2021-03-21_08-07-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2021
Short Description:
#SocialMedia via NodeXL https://bit.ly/390pBU0
@chidambara09
@mimproxyble
@twitter
@education_24x7
@arslanrpk501
@anabelanogs
@queridasfashion
@albertoemachado
@havenlust
@devmy_fr

Top hashtags:
#socialmedia
#instagram
#twitter
#facebook
#linkedin
#pinterest
#gift

Description:
Description
The graph represents a network of 4,127 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, 21 March 2021 at 15:25 UTC.

The requested start date was Sunday, 21 March 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 20-hour, 30-minute period from Saturday, 20 March 2021 at 03:30 UTC to Sunday, 21 March 2021 at 00:01 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 : 4127
Unique Edges : 2783
Edges With Duplicates : 8115
Total Edges : 10898
Number of Edge Types : 5
Tweet : 5180
Mentions : 1194
Retweet : 2033
MentionsInRetweet : 2378
Replies to : 113
Self-Loops : 5299
Reciprocated Vertex Pair Ratio : 0.0184476157326836
Reciprocated Edge Ratio : 0.0362269309637731
Connected Components : 1847
Single-Vertex Connected Components : 1325
Maximum Vertices in a Connected Component : 1089
Maximum Edges in a Connected Component : 5348
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.021718
Graph Density : 0.000171834605140403
Modularity : 0.330596
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 4,127 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, 21 March 2021 at 15:25 UTC.

The requested start date was Sunday, 21 March 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 20-hour, 30-minute period from Saturday, 20 March 2021 at 03:30 UTC to Sunday, 21 March 2021 at 00:01 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:
[145] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.amazon.com/&type=CE&opt=false
[51] https://twinybots.ch/
[45] https://missionimproxyble.com
[32] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.trycaviar.com/%3FclickId%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETB%253A2Ju2XAUc0%26irgwc%3D1%26utm_source%3Dimpact_radius%26utm_medium%3Daffiliate%26utm_campaign%3DCx_US_AF_AF_IR_ACQ_CUSXXX_%2520pid%253D27795&type=CE&opt=false
[31] https://www.instagram.com/accounts/login/
[24] https://www.ft.com/content/4c1f2d1c-1a63-11ea-97df-cc63de1d73f4?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[22] https://martechtoday.com/how-to-tell-stories-using-data-247080
[21] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.crowdcow.com/&type=CE&opt=false
[19] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800flowers.com/&type=CE&opt=false
[15] https://www.webtalk.co/o/r/6945771?action=signup

Top URLs in Tweet in G1:
[29] https://www.instagram.com/accounts/login/
[7] https://www.linkedin.com/slink?code=e5_Xj-h
[5] https://twinybots.ch/
[5] https://jvz8.com/c/1555617/361279
[4] https://sites.google.com/view/social-media-marketing-ebook/index?authuser=1
[4] https://www.ft.com/content/4c1f2d1c-1a63-11ea-97df-cc63de1d73f4?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[3] https://jarvee.com/how-artificial-intelligence-will-change-stimulation-marketing-by-2021/
[3] http://lpp.funnelizer.com/survival-guide
[3] http://tonysmiththathousingitguy.blogspot.com/2017/09/moscow-twitter-underground-bots-DavidJo52951945.html
[3] Media

Top URLs in Tweet in G2:
[40] https://missionimproxyble.com
[22] https://martechtoday.com/how-to-tell-stories-using-data-247080
[18] https://twinybots.ch/
[16] https://www.ft.com/content/4c1f2d1c-1a63-11ea-97df-cc63de1d73f4?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[14] https://medium.com/s/story/technologists-should-abandon-their-craft-69e874e7e68b
[12] https://www.techrepublic.com/article/40-women-leading-the-way-in-ai-innovation/
[11] https://www.linkedin.com/slink?code=ekacNDE
[11] https://www.vultr.com/
[11] https://www.dailymail.co.uk/tvshowbiz/article-9381779/Rita-Ora-commands-attention-studded-Moschino-bustier-matching-baker-boy-hat.html?ito=amp_twitter_share-top
[11] https://link.medium.com/TsUYdqVSreb

Top URLs in Tweet in G3:
[10] https://www.fiverr.com/s2/3a5442adbc
[2] https://www.newindianexpress.com/opinions/2021/mar/16/riding-the-evolution-curve-of-social-media-2277130.html
[1] https://twitter.com/i/web/status/1373405248673419269
[1] https://wp.me/P23AlC-vO
[1] https://the-agency-review.com/hatching-twitter/
[1] https://the-agency-review.com/buzz-revisited/
[1] https://twitter.com/i/web/status/1373403702715953152
[1] https://twitter.com/i/web/status/1373395182335356930
[1] https://twitter.com/i/web/status/1373385484680892416
[1] https://twitter.com/i/web/status/1373387541433393153

Top URLs in Tweet in G4:
[14] https://twinybots.ch/
[6] http://www.msn.com/en-us/news/technology/tesla-now-a-national-security-threat-to-china/ar-BB1eLZXm?ocid=st
[6] https://www.adweek.com/inside-the-brand/twitchs-head-of-global-social-media-urges-teams-to-crack-the-hiring-code/
[5] http://www.msn.com/en-us/money/smallbusiness/the-best-startups-are-movements-for-change/ar-BB1eK6VB?ocid=st
[3] https://www.oktopost.com/blog/b2b-social-media-strategy-post-covid-world/?utm_medium=nealschaffer
[3] https://rismedia.com/2021/03/16/hosting-giveaways-boost-engagement-brand-awareness/
[3] https://www.socialmediaexaminer.com/20-tools-for-marketers-on-clubhouse/
[3] https://www.franzrusso.it/condividere-comunicare/twitter-test-video-youtube-piattaforma/?utm_source=rss&utm_medium=rss&utm_campaign=twitter-test-video-youtube-piattaforma
[3] https://www.franzrusso.it/condividere-comunicare/lo-stato-podcast-italia-2020/
[2] https://missionimproxyble.com

Top URLs in Tweet in G5:
[1] https://bit.ly/2Nr41QX
[1] https://urstyle.fashion/user/amalia-gonzalez-aroca
[1] https://bit.ly/3s4wfjD
[1] https://twitter.com/i/web/status/1373203908114415617

Top URLs in Tweet in G6:
[145] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.amazon.com/&type=CE&opt=false
[32] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.trycaviar.com/%3FclickId%3DWROR9Dw8VxyLUuKwUx0Mo36JUkETB%253A2Ju2XAUc0%26irgwc%3D1%26utm_source%3Dimpact_radius%26utm_medium%3Daffiliate%26utm_campaign%3DCx_US_AF_AF_IR_ACQ_CUSXXX_%2520pid%253D27795&type=CE&opt=false
[21] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.crowdcow.com/&type=CE&opt=false
[19] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800flowers.com/&type=CE&opt=false
[15] https://www.webtalk.co/o/r/6945771?action=signup
[14] https://flowersfast.com/?AID=10540988&PID=9308594&cjevent=475a8bcf7bd011eb81bb00e50a1c0e0e
[14] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://flaviar.com/exclusive&type=CE&opt=false
[13] 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
[13] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.1800baskets.com/&type=CE&opt=false
[12] https://redirect.viglink.com/?key=8abd864b10fec891f9c8ec097c4422cf&u=https://www.omahasteaks.com/shop/&type=CE&opt=false

Top URLs in Tweet in G7:
[3] https://www.nytimes.com/2018/05/10/books/review/fahrenheit-451-ray-bradbury.html?smid=tw-share
[3] https://www.fiverr.com/share/4bq3ob
[2] https://www.business2community.com/online-marketing/how-to-win-with-marketing-competitive-analysis-across-search-social-02393215
[2] https://www.socialmediatoday.com/news/facebook-is-reportedly-working-on-a-kids-version-of-instagram/597014/
[2] https://www.socialmediatoday.com/news/twitter-tests-new-option-to-view-youtube-clips-in-stream/596996/
[2] https://inca.fm/
[1] https://twitter.com/i/web/status/1373192870736330752
[1] https://twitter.com/i/web/status/1373186488771436544
[1] https://twitter.com/i/web/status/1373199240382517256
[1] https://www.instagram.com/consultantsmo.fr/

Top URLs in Tweet in G8:
[2] https://www.upthereeverywhere.com/blog/harnessing-inbound-marketing-to-get-visitors-to-your-ecommerce-shop?utm_campaign=Inbound
[2] Marketing&utm_content=158424238&utm_medium=social&utm_source=twitter&hss_channel=tw-251248718
[2] https://www.lilachbullock.com/become-social-media-influencer/
[2] https://www.lilachbullock.com/
[2] https://www.freelancer.com/u/freelancernissa8
[1] https://block.fiverr.com/index.html?url=aHR0cDovL3d3dy5maXZlcnIuY29tL3NoYXJlLzJBZ2RYVj8=&uuid=6cb72e10-89cc-11eb-ac24-2bb6770decd8&vid=
[1] https://twitter.com/i/web/status/1373153411995070470
[1] https://primathink.com/digital-marketing-training/
[1] https://twitter.com/i/web/status/1373261891082985472
[1] https://twitter.com/i/web/status/1373191857761619972

Top URLs in Tweet in G9:
[14] https://twinybots.ch/
[7] https://mailchi.mp/28cf7bed7f55/2bmmjamtest3
[5] https://www.theverge.com/2021/3/20/22341664/rivian-install-10000-ev-chargers-us-canada-2023?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.bloombergquint.com/coronavirus-outbreak/biden-marks-vaccine-milestone-paris-locks-down-virus-update?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.bloombergquint.com/politics/how-europe-injected-more-doubt-into-a-vaccine-the-world-needs?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.bloombergquint.com/gadfly/covid-vaccine-passports-would-get-the-u-s-back-to-normal-faster?utm_source=dlvr.it&utm_medium=twitter
[3] http://www.internetbusinessideas-viralmarketing.com/marketing-4.html?utm_content=buffer9ed0f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.entrepreneur.com/article/367551
[3] https://www.ft.com/content/4c1f2d1c-1a63-11ea-97df-cc63de1d73f4?segmentid=acee4131-99c2-09d3-a635-873e61754ec6
[3] https://www.theverge.com/2021/3/20/22341798/twitter-legal-entity-turkey-comply-social-media-law-privacy?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G10:
[10] https://www.growth-hackers.net/how-to-create-social-media-marketing-plan-from-scratch/
[2] https://missionimproxyble.com
[2] https://www.youtube.com/c/johannesdrooghaag?sub_confirmation=1
[1] https://reportharmfulcontent.com/advice/other/further-advice/advice-for-parents/
[1] https://www.internetmatters.org/parental-controls/social-media/?utm_content=buffer2614e&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/1373205796474007553
[1] https://twitter.com/i/web/status/1372602281129033736
[1] https://twitter.com/i/web/status/1372958042820591624
[1] https://twitter.com/i/web/status/1373114852663779335
[1] https://blogs.lse.ac.uk/impactofsocialsciences/2021/03/18/what-ethical-responsibilities-do-social-media-researchers-have-to-report-harmful-or-illegal-content/

Top Domains
Top Domains in Tweet in Entire Graph:
[3392] twitter.com
[299] viglink.com
[115] paper.li
[100] fiverr.com
[97] visualcontenting.com
[81] co.uk
[71] linkedin.com
[63] medium.com
[61] socialmediatoday.com
[59] youtube.com

Top Domains in Tweet in G1:
[1824] twitter.com
[50] paper.li
[49] fiverr.com
[40] jonnymendoza.com
[36] ripl.com
[33] socialmediatoday.com
[33] goo.gl
[32] instagram.com
[24] linkedin.com
[20] youtube.com

Top Domains in Tweet in G2:
[160] twitter.com
[97] visualcontenting.com
[45] co.uk
[40] missionimproxyble.com
[36] dan.com
[34] medium.com
[30] linkedin.com
[24] towardsdatascience.com
[22] martechtoday.com
[19] squadhelp.com

Top Domains in Tweet in G3:
[39] twitter.com
[11] fiverr.com
[2] the-agency-review.com
[2] newindianexpress.com
[1] wp.me
[1] google.com
[1] wspa.com
[1] news18.com
[1] moneycontrol.com
[1] tvnewscheck.com

Top Domains in Tweet in G4:
[17] twitter.com
[14] franzrusso.it
[14] twinybots.ch
[11] msn.com
[7] entrepreneur.com
[7] adweek.com
[5] socialmediatoday.com
[4] linkedin.com
[4] thesocialms.com
[3] neilpatel.com

Top Domains in Tweet in G5:
[2] bit.ly
[1] urstyle.fashion
[1] twitter.com

Top Domains in Tweet in G6:
[852] twitter.com
[294] viglink.com
[26] creativisocial.com
[15] webtalk.co
[15] amazon.com
[14] flowersfast.com
[9] brettmurphy.net
[7] facebook.com
[7] contentstudio.io
[7] studiorific.com

Top Domains in Tweet in G7:
[28] twitter.com
[11] socialmediatoday.com
[7] journalducm.com
[5] fiverr.com
[3] nytimes.com
[2] business2community.com
[2] hootsuite.com
[2] inca.fm
[1] instagram.com
[1] simpletraffic.co

Top Domains in Tweet in G8:
[32] twitter.com
[4] lilachbullock.com
[2] upthereeverywhere.com
[2] freelancer.com
[1] fiverr.com
[1] primathink.com
[1] linkedin.com
[1] quuu.co
[1] davzon.com

Top Domains in Tweet in G9:
[23] twitter.com
[17] bloombergquint.com
[14] twinybots.ch
[13] theverge.com
[8] entrepreneur.com
[7] internetbusinessideas-viralmarketing.com
[7] mailchi.mp
[3] ft.com
[3] linkedin.com
[3] socialmediatoday.com

Top Domains in Tweet in G10:
[11] twitter.com
[10] growth-hackers.net
[2] missionimproxyble.com
[2] johannesdrooghaag.com
[2] youtube.com
[1] reportharmfulcontent.com
[1] internetmatters.org
[1] ac.uk
[1] buff.ly
[1] airofmelty.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5875] socialmedia
[2315] instagram
[2303] twitter
[2273] facebook
[2091] linkedin
[2067] pinterest
[2007] gift
[1911] gifts
[1821] medium
[1581] tiktok



Top Hashtags in Tweet in G1:
[1969] socialmedia
[808] facebook
[805] instagram
[791] twitter
[726] pinterest
[723] linkedin
[704] gift
[693] medium
[637] gifts
[511] deal

Top Hashtags in Tweet in G2:
[607] socialmedia
[219] marketing
[215] bigdata
[201] women
[196] linkedin
[191] uk
[191] supplychain
[174] insurtech
[174] usa
[163] contentmarketing

Top Hashtags in Tweet in G3:
[40] socialmedia
[13] marketing
[13] twitter
[10] website
[10] webdesign
[10] design
[9] websitedesign
[6] whatsappdown
[6] instagramdown
[6] trendingnews

Top Hashtags in Tweet in G4:
[92] socialmedia
[19] hr
[15] marketing
[15] smm
[13] business
[13] twitter
[11] economy
[11] leadership
[11] management
[9] tech

Top Hashtags in Tweet in G5:
[94] socialmedia
[49] travel
[46] sunset
[45] art
[42] writing
[42] traveling
[42] you
[10] bienvenidaprimavera
[4] naturaleza
[4] pandemia

Top Hashtags in Tweet in G6:
[1514] socialmedia
[1381] twitter
[1360] instagram
[1354] facebook
[1308] pinterest
[1293] gift
[1256] gifts
[1139] linkedin
[1130] tiktok
[1112] medium

Top Hashtags in Tweet in G7:
[38] socialmedia
[14] marketing
[12] digitalmarketing
[10] seo
[8] cm
[6] contentmarketing
[6] socialmediamarketing
[4] instagram
[4] marketingdigital
[4] marketingstrategy

Top Hashtags in Tweet in G8:
[74] socialmedia
[43] digitalmarketing
[40] socialmediamarketing
[40] marketing
[23] business
[14] digital
[14] instagram
[12] seo
[12] branding
[12] facebook

Top Hashtags in Tweet in G9:
[95] socialmedia
[31] digitalhealth
[21] marketing
[14] digitalmarketing
[12] ai
[11] startups
[9] frizemedia
[8] business
[6] digital
[6] advertising

Top Hashtags in Tweet in G10:
[28] socialmedia
[16] marketing
[10] cybersecurity
[7] privacy
[6] dataprotection
[5] onlinesafety
[5] data
[5] contentmarketing
[5] seo
[5] visualcontenting

Top Words
Top Words in Tweet in Entire Graph:
[5875] #socialmedia
[2315] #instagram
[2301] #twitter
[2271] #facebook
[2091] #linkedin
[2067] #pinterest
[2040] #gift
[1913] #gifts
[1821] #medium
[1581] #tiktok

Top Words in Tweet in G1:
[1969] #socialmedia
[808] #facebook
[805] #instagram
[791] #twitter
[726] #pinterest
[723] #linkedin
[704] #gift
[693] #medium
[637] #gifts
[511] #deal

Top Words in Tweet in G2:
[608] #socialmedia
[219] #marketing
[215] #bigdata
[201] #women
[196] #linkedin
[191] #uk
[191] #supplychain
[174] #insurtech
[174] #usa
[172] chidambara09

Top Words in Tweet in G3:
[40] #socialmedia
[32] twitter
[16] instagram
[16] facebook
[13] #marketing
[13] #twitter
[10] whatsapp
[10] business
[10] website
[10] #website

Top Words in Tweet in G4:
[92] #socialmedia
[19] #hr
[16] social
[15] #marketing
[15] #smm
[14] media
[13] #business
[13] #twitter
[12] co
[11] #economy

Top Words in Tweet in G5:
[94] #socialmedia
[89] havenlust
[49] #travel
[46] journey
[46] arrival
[46] matters
[46] eliot
[46] #sunset
[45] #art
[42] look

Top Words in Tweet in G6:
[1514] #socialmedia
[1381] #twitter
[1360] #instagram
[1354] #facebook
[1317] #gift
[1308] #pinterest
[1258] #gifts
[1139] #linkedin
[1130] #tiktok
[1112] #medium

Top Words in Tweet in G7:
[38] #socialmedia
[19] social
[14] #marketing
[12] #digitalmarketing
[12] media
[11] socialmedia2day
[10] #seo
[9] nouvelle
[8] #cm
[8] marketing

Top Words in Tweet in G8:
[74] #socialmedia
[43] #digitalmarketing
[41] #marketing
[40] #socialmediamarketing
[23] #business
[15] help
[14] #digital
[14] #instagram
[12] #seo
[12] #branding

Top Words in Tweet in G9:
[96] #socialmedia
[31] #digitalhealth
[21] #marketing
[21] _timos_
[16] vaccine
[15] 2blondesmedia
[15] help
[14] #digitalmarketing
[12] #ai
[11] charlesfrize

Top Words in Tweet in G10:
[28] #socialmedia
[16] #marketing
[14] social
[14] media
[12] fklivestolearn
[11] startgrowthhack
[10] #cybersecurity
[10] plan
[8] create
[7] use

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1955] #facebook,#instagram
[1954] #twitter,#facebook
[1906] #socialmedia,#pinterest
[1720] #gift,#gifts
[1718] #linkedin,#twitter
[1686] #pinterest,#medium
[1394] #instagram,#tiktok
[1390] #tiktok,#socialmedia
[1305] #deal,#gift
[1165] #medium,#deal

Top Word Pairs in Tweet in G1:
[689] #twitter,#facebook
[688] #facebook,#instagram
[670] #socialmedia,#pinterest
[657] #linkedin,#twitter
[641] #pinterest,#medium
[597] #gift,#gifts
[454] #deal,#gift
[439] #medium,#deal
[418] social,media
[354] #instagram,#tiktok

Top Word Pairs in Tweet in G2:
[191] #bigdata,#uk
[191] #uk,#linkedin
[191] #linkedin,#supplychain
[189] #supplychain,#women
[167] #women,#insurtech
[167] #insurtech,#usa
[124] #socialmedia,#seo
[123] #visualcontenting,#contentmarketing
[123] #contentmarketing,#socialmedia
[114] #usa,#socialmedia

Top Word Pairs in Tweet in G3:
[10] business,website
[10] website,#website
[10] #website,#webdesign
[10] #webdesign,#marketing
[10] #marketing,#design
[9] #design,#websitedesign
[6] social,media
[6] last,night
[6] night,#whatsappdown
[6] #whatsappdown,#instagramdown

Top Word Pairs in Tweet in G4:
[14] social,media
[11] #business,#economy
[11] #economy,#leadership
[11] #leadership,#management
[11] #management,#hr
[10] #socialmedia,#marketing
[9] #socialmedia,#tech
[6] tesla,national
[6] national,security
[6] security,threat

Top Word Pairs in Tweet in G5:
[46] journey,arrival
[46] arrival,matters
[46] matters,eliot
[46] eliot,#travel
[46] #travel,#socialmedia
[46] #socialmedia,#sunset
[45] havenlust,journey
[45] #art,#socialmedia
[42] look,confused
[42] confused,thinking

Top Word Pairs in Tweet in G6:
[1256] #facebook,#instagram
[1249] #twitter,#facebook
[1225] #socialmedia,#pinterest
[1113] #gift,#gifts
[1049] #linkedin,#twitter
[1034] #pinterest,#medium
[1031] #tiktok,#socialmedia
[1026] #instagram,#tiktok
[851] #deal,#gift
[726] #medium,#deal

Top Word Pairs in Tweet in G7:
[12] social,media
[7] #marketing,#digitalmarketing
[4] #digitalmarketing,#contentmarketing
[4] video,content
[3] quand,semrush_fr
[3] semrush_fr,mounirdigital
[3] community,manager
[3] réseaux,sociaux
[3] #réseauxsociaux,#cm
[3] fahrenheit,451

Top Word Pairs in Tweet in G8:
[26] #digitalmarketing,#marketing
[21] #marketing,#socialmediamarketing
[21] #socialmediamarketing,#socialmedia
[16] #socialmedia,#business
[10] #dhandabusinessbloggers,#digital
[10] #digital,#trendingnow
[10] #trendingnow,#instagram
[10] #instagram,#facebook
[10] #facebook,#socialmedia
[10] #socialmedia,#delhi

Top Word Pairs in Tweet in G9:
[25] #digitalhealth,#socialmedia
[14] #socialmedia,#digitalmarketing
[9] julie,cynthia
[8] cynthia,2blondesmedia
[6] #marketing,differences
[6] differences,between
[6] between,#advertising
[6] #advertising,#socialmedia
[6] #socialmedia,#frizemedia
[6] _timos_,vaccine

Top Word Pairs in Tweet in G10:
[14] social,media
[10] #socialmedia,#marketing
[8] create,#socialmedia
[8] #marketing,plan
[5] plan,scratch
[5] scratch,startgrowthhack
[5] importance,visual
[5] visual,content
[5] content,graphitales
[5] graphitales,#contentmarketing

Top Replied-To
Top Replied-To in Entire Graph:
@marketinglbook
@allertapc
@iamcouncil
@laligaen
@cnn
@grazytgrazynatt
@potus
@prothomalo
@ambreenqureshi
@usatoday

Top Replied-To in G2:
@marketinglbook
@grazytgrazynatt
@thr
@fayejeff
@albertoemachado
@carloseresgft

Top Replied-To in G3:
@iamcouncil
@potus
@vp
@twitter
@chipfranklin
@elonmusk
@mumbaipolice
@katierogers
@foxnews
@mwlorg_en

Top Mentioned
Top Mentioned in Entire Graph:
@bmurphypointman
@chidambara09
@havenlust
@anthonyrochand
@dexa_coin
@brandables_club
@droplet32740398
@vcontenting
@twitter
@_timos_

Top Mentioned in G1:
@getstatusgood
@thetruenet
@caerusinfosys
@ramontonnaer
@housingitguy
@newstracklive
@xtechreal
@googleexpertuk
@heartofmanoj
@juliangapo

Top Mentioned in G2:
@chidambara09
@anthonyrochand
@brandables_club
@vcontenting
@coolerdata
@amardeepkaushal
@ronald_vanloon
@statistacharts
@nicochan33
@enricomolinari

Top Mentioned in G3:
@twitter
@instagram
@facebook
@whatsapp
@jack
@socialsamosa
@potus
@tushar_chw
@theagencyreview
@officialdgispr

Top Mentioned in G4:
@franzrusso
@timothy_hughes
@stratorob
@freeag8
@nealschaffer
@intime_blog
@nimblepartner
@dlaignite
@jjdomains
@brennermichael

Top Mentioned in G5:
@havenlust
@queridasfashion

Top Mentioned in G6:
@bmurphypointman
@creativisocial
@testdigitalbot
@tutsiraijenje
@digitalroys
@beremut2
@shahabuddin241
@nitish_sharma23
@nazrulislamro13
@esmktdigital

Top Mentioned in G7:
@socialmedia2day
@hootsuite
@semrush
@semrush_fr
@mounirdigital
@camillejourdain
@b2community
@widthness
@sayeed201
@buffer

Top Mentioned in G8:
@dhandabloggers
@ajangovision
@lilachbullock
@myphillymedia
@virtual_bulls
@marketingnow_
@socialmediamang
@indidigitalinfo
@wave_video
@primaglossary

Top Mentioned in G9:
@_timos_
@charlesfrize
@2blondesmedia
@wissehettinga
@cccreativas
@remotees
@jcafesin
@dylanca34906535
@cha
@lbd_stl

Top Mentioned in G10:
@fklivestolearn
@startgrowthhack
@graphitales
@drjdrooghaag
@fabriziobustama
@reporthc
@hamishscotbear
@wedgwoodcs
@mimproxyble

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@lecturas24h
@marshawright
@easy_branches
@mistersalesman
@mlnangalama
@bella623
@cybersec_feeds
@chidambara09
@sahelhkj

Top Tweeters in G1:
@mistersalesman
@xxdcart
@atsocialmediauk
@fantasticradioo
@laydenrobinson
@flashbloglive
@googleexpertuk
@jameshickstwi
@mlmleadrush
@workswithjames

Top Tweeters in G2:
@easy_branches
@cybersec_feeds
@chidambara09
@harrypetsanis
@xaelbot
@codedailybot
@thedeveloperbot
@drjimmystar
@santchiweb
@fintechna

Top Tweeters in G3:
@newindianxpress
@nytimes
@foxnews
@spencerkarter
@dailymailuk
@yespunjab
@dwnews
@mumbaipolice
@artweeci
@martinbihl

Top Tweeters in G4:
@jilevin
@scottpvalentine
@gezgintrk
@fondalo
@timothy_hughes
@jogebauer
@tsm_b2b
@warrenwhitlock
@madalynsklar
@nealschaffer

Top Tweeters in G5:
@raumunz
@viktorinini
@23alzat
@enqnrlaclaksen
@fcotta63
@stellmacher20
@feralislandbud
@royal_time
@jonilovevwbugs
@fallingstar08

Top Tweeters in G6:
@bmurphypointman
@diapermakeovers
@skyrtrblxbot
@minifyx3
@botofdogecoin
@kennethholland
@allesundnix_
@eventstbd
@twentytenmedia
@legacycorp

Top Tweeters in G7:
@buffer
@akwyz
@b2community
@socialmedia2day
@semrush
@technobotnl
@clientsratp
@ammarketing_nl
@hootsuite
@camillejourdain

Top Tweeters in G8:
@lilachbullock
@carolynnewsom
@artyny59
@myphillymedia
@prosper_kenn
@fadanconsultant
@sourav21maha
@michalfutera
@marketingnow_
@gauravjain02

Top Tweeters in G9:
@bella623
@charlesfrize
@ageless_2u
@myfoodfantasy69
@trendsinai
@code_convention
@caring_mobile
@_timos_
@mallanscott
@markanthonysm16

Top Tweeters in G10:
@sectest9
@cybersecurityn8
@stem_nastics
@jonathan_aufray
@junjudapi
@fabriziobustama
@drjdrooghaag
@archonsec
@avrohomg
@imoyse