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#SMProfs_2019-03-14_12-07-35.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 416 Twitter users whose tweets in the requested range contained "#SMProfs", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 March 2019 at 19:07 UTC.

The requested start date was Thursday, 14 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 11-hour, 26-minute period from Tuesday, 01 January 2019 at 10:52 UTC to Wednesday, 13 March 2019 at 22:18 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 : 416
Unique Edges : 580
Edges With Duplicates : 844
Total Edges : 1424
Number of Edge Types : 3
Mentions : 994
Replies to : 17
Tweet : 413
Self-Loops : 413
Reciprocated Vertex Pair Ratio : 0.0785498489425982
Reciprocated Edge Ratio : 0.145658263305322
Connected Components : 21
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 330
Maximum Edges in a Connected Component : 1313
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.741061
Graph Density : 0.00413577386468953
Modularity : 0.340369
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://www.talkwalker.com/case-studies/global-state-influencer-marketing
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182964
[5] https://digiday.com/media/rise-of-linkedin-video/
[5] https://blog.bufferapp.com/social-media-tools-2019
[5] https://www.socialmediatoday.com/news/how-to-use-linkedins-page-analytics-tools-infographic/549695/
[5] http://www.adweek.com/?p=1017765
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=187727
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183498
[4] https://www.socialmediatoday.com/news/facebook-releases-new-report-on-evolving-sports-engagement-on-social-platfo/547144/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185419

Top URLs in Tweet in G1:
[6] https://www.talkwalker.com/case-studies/global-state-influencer-marketing
[5] https://blog.bufferapp.com/social-media-tools-2019
[5] https://www.socialmediatoday.com/news/how-to-use-linkedins-page-analytics-tools-infographic/549695/
[4] https://www.socialmediatoday.com/news/instagram-stories-is-now-being-used-by-500-million-people-daily/547270/
[4] http://www.adweek.com/?p=1017765
[3] https://thenextweb.com/contributors/2019/01/30/digital-trends-2019-every-single-stat-you-need-to-know-about-the-internet/
[3] https://blog.hootsuite.com/instagram-hashtags/
[3] https://www.socialmediatoday.com/news/10-instagram-tools-you-need-in-2019/548509/
[3] https://qz.com/1537232/
[3] https://digiday.com/media/rise-of-linkedin-video/

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182964
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=187727
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=186175
[3] https://www.talkwalker.com/case-studies/global-state-influencer-marketing
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185418
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185419
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183498
[3] https://twitter.com/edelmanpr/status/1087741686858444800
[2] https://www.usatoday.com/story/news/investigations/2019/02/12/instagram-youtube-influencer-rates-fyre-festival-fashion-week-money-rich-branding-ads-girls/2787560002/
[2] https://www.nytimes.com/2019/02/23/sports/sportscenter-anchors-highlights-scott-van-pelt.html?utm_source=Daily+Lab+email+list&utm_campaign=30d30dbeec-dailylabemail3&utm_medium=email&utm_term=0_d68264fd5e-30d30dbeec-395913457

Top URLs in Tweet in G3:
[1] https://twitter.com/KurtAKane/status/1088926652854427648
[1] https://twitter.com/i/web/status/1085943331551674369
[1] https://twitter.com/kami/status/1088521317425602561
[1] https://twitter.com/marismith/status/1091798425744625664
[1] https://digiday.com/marketing/brands-wendys-nfl-marketing-fortnite/
[1] https://www.zdnet.com/article/what-should-brands-expect-from-influencers-in-2019/
[1] https://sproutsocial.com/insights/social-media-campaign-plan/
[1] https://twitter.com/adage/status/1092219219305992193
[1] https://twitter.com/millercoors/status/1092214615671562245

Top URLs in Tweet in G4:
[1] https://paper.li/melsenheimer/1523900931?edition_id=94325120-44ac-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=20048a50-32a2-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=a586c990-2221-11e9-944d-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=faa471f0-23b3-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=76f45aa1-3434-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=4ce8b1a0-2eb4-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=03017bc0-10d8-11e9-944d-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=a03be1c0-34fd-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=4fa93b20-2546-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=58f8fad0-0db3-11e9-944d-0cc47a0d1605

Top URLs in Tweet in G5:
[1] https://paper.li/lawscomm/1326842994?edition_id=bc987160-3b8f-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=c26cb2c0-1120-11e9-90c7-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=2ff43410-12b3-11e9-90c7-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=bc1fc440-23fc-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=93ec8eb0-150e-11e9-90c7-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=e6bec510-24c5-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=8ec36e40-2ca1-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=ea39bfa0-32ea-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=b68c88d0-36d8-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=6008f660-39fd-11e9-9bab-0cc47a0d1609

Top URLs in Tweet in G6:
[1] https://paper.li/rsmerk02/1333298165?edition_id=026042c0-3b56-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=5963b390-3831-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=f34a2bf0-1e42-11e9-9722-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=b576b0e0-2230-11e9-9722-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=3045c5f0-32b1-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=66c788c0-0dc2-11e9-9722-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=102fd210-10e7-11e9-9722-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=842f5b20-3443-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=892b9540-261e-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=daac5de0-311e-11e9-b211-0cc47a0d164b

Top URLs in Tweet in G7:
[1] https://twitter.com/jasonfalls/status/1105456505032200192
[1] https://twitter.com/i/web/status/1088637396223053824
[1] https://twitter.com/i/web/status/1091336983467708418
[1] https://twitter.com/i/web/status/1096433052278870016
[1] https://twitter.com/UTSMW/status/1097517685255094273
[1] https://reedcollegeofmedia.wvu.edu/undergraduate/mds-minors/instructors/leo-morejon
[1] https://imc.wvu.edu/req-info/program-information
[1] https://twitter.com/wvuimc/status/1083785809503887361
[1] https://www.facebook.com/TheJasonFalls/videos/316209902370491/?__xts__[0]=68.ARCzfODUmfQ0hwEMh4ZSEYR9xD8xtPOy8NdOCjZFhHrG-rOXzm0f00IUYiuQECOxkQwJW9IEqtvSiBfHf3k7IjMNWIgcYZWk9WsyhPtGxVLgy4ePSdZKfdgjG2uIcaXp-QyDd98N9nYigC3dcyDw-p2HBfuLJsNvWZRHyrPGRL2IazhKlYSmKUiptoNzHw9EY_5wjI4ZFEtV4MH4oKN8x8gi77ARKu17Uo7w3zbhdnBjN__W1ACuUFOgd23hexYJ7d0666koswexur5HHRIuCHIux9Adlvf3EXJfymUq9yv1zyWRXw98NNgiqww5JAxjMjy8y7weF-oUEyMGrRIyhusGQ-aWfYajey75qTgtPWyW&__tn__=-R
[1] https://twitter.com/BuildInspire/status/1103684022042062850

Top URLs in Tweet in G8:
[1] https://www.boston.com/news/business/2019/01/14/gillette-ad-men-me-too
[1] https://twitter.com/i/web/status/1085622534639370241
[1] https://twitter.com/i/web/status/1087757879342481408
[1] http://paper.li/TheBusyGal/1486257154?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D182964
[1] https://twitter.com/aldotcom/status/1096774419920375808
[1] https://blog.hootsuite.com/how-to-create-social-media-buttons/
[1] http://www.twitter.com/kfreberg/status/903018303844691968?utm_source=rss&utm_medium=Mint+Social&utm_campaign=RSS
[1] https://digiday.com/marketing/influencer-marketing-facebook-get-expensive/
[1] http://www.twitter.com/kfreberg/status/897794637158637568?utm_source=rss&utm_medium=Mint+Social&utm_campaign=RSS

Top URLs in Tweet in G9:
[2] https://www.socialmediatoday.com/news/new-report-looks-at-optimal-facebook-posting-practices-in-2019/545233/
[2] https://www.socialmediatoday.com/news/linkedin-launches-its-own-variation-of-live-streaming-called-linkedin-live/548185/
[2] https://www.socialmediatoday.com/news/facebook-launches-legal-action-against-companies-selling-fake-followers-and/549587/
[1] http://www.cnn.com/2019/01/25/tech/facebook-integrating-whatsapp-instagram-messenger/index.html
[1] https://www.entrepreneur.com/article/324901
[1] https://marketingland.com/social-media-2018-put-the-spotlight-on-data-video-stories-254213
[1] https://marketingland.com/instagram-cpcs-cpms-drop-as-click-throughs-continue-to-climb-254396
[1] https://marketingland.com/facebooks-year-of-apologies-to-marketers-254175
[1] https://marketingland.com/twitter-recognizes-heinz-ketchup-budweiser-nba-and-more-in-its-best-of-2018-list-253909
[1] https://digiday.com/media/igtv-recycled-youtube/

Top URLs in Tweet in G10:
[1] https://www.socialmediatoday.com/news/the-difference-between-a-social-media-manager-and-a-community-manager/549370/
[1] https://twitter.com/mcewanincomm/status/1084972332970582016
[1] https://www.spreaker.com/user/10742440/28-pr-agency-life-the-good-the-bad-and-t

Top Domains
Top Domains in Tweet in Entire Graph:
[163] twitter.com
[113] socialmediatoday.com
[71] digiday.com
[57] paper.li
[49] hootsuite.com
[34] nodexlgraphgallery.org
[16] sproutsocial.com
[13] karenfreberg.com
[12] bufferapp.com
[12] adweek.com

Top Domains in Tweet in G1:
[94] twitter.com
[92] socialmediatoday.com
[64] digiday.com
[44] hootsuite.com
[15] sproutsocial.com
[12] bufferapp.com
[11] karenfreberg.com
[11] adweek.com
[9] socialmediaexaminer.com
[8] forbes.com

Top Domains in Tweet in G2:
[36] twitter.com
[29] nodexlgraphgallery.org
[5] socialmediatoday.com
[4] digiday.com
[3] nytimes.com
[3] hootsuite.com
[3] talkwalker.com
[2] usatoday.com
[2] campussonar.com
[1] spreaker.com

Top Domains in Tweet in G3:
[6] twitter.com
[1] digiday.com
[1] zdnet.com
[1] sproutsocial.com

Top Domains in Tweet in G4:
[28] paper.li

Top Domains in Tweet in G5:
[10] paper.li

Top Domains in Tweet in G6:
[16] paper.li

Top Domains in Tweet in G7:
[8] twitter.com
[2] wvu.edu
[2] instagram.com
[1] facebook.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] boston.com
[1] paper.li
[1] hootsuite.com
[1] digiday.com

Top Domains in Tweet in G9:
[13] socialmediatoday.com
[7] nytimes.com
[6] twitter.com
[4] marketingland.com
[2] socialmediaexaminer.com
[1] cnn.com
[1] entrepreneur.com
[1] digiday.com
[1] instagram-press.com
[1] hootsuite.com

Top Domains in Tweet in G10:
[1] socialmediatoday.com
[1] twitter.com
[1] spreaker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[720] smprofs
[517] prprofs
[61] brandbowl
[40] munozsm19
[39] smsports
[34] superbowl53
[30] socialmedia
[24] smstudentchat
[20] superbowl
[11] dataprivacyday2019



Top Hashtags in Tweet in G1:
[438] smprofs
[359] prprofs
[25] smsports
[21] brandbowl
[15] superbowl
[6] sm
[6] smstudentchat
[6] frebergsabbatical
[6] superbowl53
[4] sportsbizprofs

Top Hashtags in Tweet in G2:
[98] smprofs
[58] prprofs
[18] socialmedia
[16] smstudentchat
[9] smsports
[9] dataprivacyday2019
[5] pr
[4] nodexl
[4] smpros
[3] cfp

Top Hashtags in Tweet in G3:
[35] smprofs
[34] brandbowl
[29] prprofs
[23] superbowl53
[2] stumpfsocial
[2] superbowl
[1] sm
[1] heb19
[1] smstudentchat
[1] snarkbrandbowl

Top Hashtags in Tweet in G4:
[28] prprofs
[28] smprofs

Top Hashtags in Tweet in G5:
[10] smprofs
[8] prprofs
[1] firefighters
[1] ai

Top Hashtags in Tweet in G6:
[16] smprofs
[12] prprofs
[3] predix2019
[1] bizjournalism

Top Hashtags in Tweet in G7:
[12] smprofs
[6] smprof
[6] socialmedia
[5] facebook
[5] influencermarketing
[5] influencer
[4] socialmediamarketing
[3] influencers
[3] utsmw19
[3] wvu

Top Hashtags in Tweet in G8:
[10] smprofs
[4] prprofs
[3] brandbowl
[3] superbowl53
[1] marqanalytics
[1] hootsuiteacademy
[1] smprofs_2019
[1] socialmedia
[1] influencermarketing

Top Hashtags in Tweet in G9:
[44] smprofs
[39] munozsm19
[3] prprofs
[2] facebook
[2] medialiteracy
[1] socialmedia
[1] branding
[1] president

Top Hashtags in Tweet in G10:
[6] smprofs
[5] pr
[4] agency
[4] prprofs
[3] frebergsmsc
[1] donohueprwrite
[1] prof
[1] comms
[1] lrnsmpr
[1] smstudentchat

Top Words
Top Words in Tweet in Entire Graph:
[568] Words in Sentiment List#1: Positive
[107] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13179] Non-categorized Words
[13854] Total Words
[720] smprofs
[521] prprofs
[234] kfreberg
[207] social
[140] media

Top Words in Tweet in G1:
[438] smprofs
[360] prprofs
[125] social
[100] kfreberg
[94] media
[68] 2019
[57] instagram
[56] new
[49] ðÿ
[43] marketing

Top Words in Tweet in G2:
[98] smprofs
[61] prprofs
[58] kfreberg
[55] smstudentchat
[44] nodexl
[34] top
[24] influencer
[23] pr
[23] marketing
[21] smprofessors

Top Words in Tweet in G3:
[51] ðÿ
[46] kfreberg
[35] smprofs
[34] brandbowl
[32] mrpeanut
[32] â
[31] social
[29] prprofs
[25] time
[24] now

Top Words in Tweet in G4:
[28] latest
[28] midwest
[28] resilience
[28] daily
[28] prprofs
[28] smprofs
[27] thanks
[8] reputationdr
[5] protiviti
[4] kerwood

Top Words in Tweet in G5:
[10] latest
[10] emergency
[10] management
[10] times
[10] thanks
[10] smprofs
[8] prprofs
[3] ernestma
[2] likeaword

Top Words in Tweet in G6:
[16] latest
[16] ralph
[16] merkel
[16] daily
[16] smprofs
[15] thanks
[12] prprofs
[5] phillipmbailey
[4] d_yetter
[3] raehodge

Top Words in Tweet in G7:
[12] smprofs
[11] facebook
[9] influencer
[8] marketing
[6] smprof
[6] always
[6] s
[6] social
[6] out
[6] socialmedia

Top Words in Tweet in G8:
[10] smprofs
[6] now
[4] prprofs
[4] real
[4] social
[3] kfreberg
[3] okay
[3] mrpeanut
[3] winning
[3] right

Top Words in Tweet in G9:
[44] smprofs
[39] munozsm19
[18] facebook
[7] social
[7] media
[5] carriemunoz
[4] more
[4] twitter
[4] much
[4] works

Top Words in Tweet in G10:
[12] kfreberg
[9] sagemedia_comm
[8] book
[7] year
[6] social
[6] media
[6] smprofs
[5] ðÿ
[5] pr
[4] dbreakenridge

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[455] smprofs,prprofs
[134] social,media
[56] influencer,marketing
[43] daily,thanks
[41] prprofs,smprofs
[37] ðÿ,ðÿ
[36] 2019,smprofs
[33] okay,smprofs
[32] brandbowl,superbowl53
[30] fyi,smprofs

Top Word Pairs in Tweet in G1:
[349] smprofs,prprofs
[89] social,media
[31] 2019,smprofs
[29] influencer,marketing
[25] fyi,smprofs
[18] ðÿ,ðÿ
[16] https,t
[16] t,co
[13] new,report
[13] smprofs,smsports

Top Word Pairs in Tweet in G2:
[39] smprofs,prprofs
[22] influencer,marketing
[21] nodexl,kfreberg
[17] according,talkwalker
[17] talkwalker,69
[17] 69,marketers
[17] marketers,pr
[17] pr,professionals
[17] professionals,rank
[17] rank,influencer

Top Word Pairs in Tweet in G3:
[29] smprofs,prprofs
[23] kfreberg,okay
[23] okay,smprofs
[23] prprofs,mrpeanut
[23] mrpeanut,winning
[23] winning,social
[23] social,right
[23] right,now
[23] now,brandbowl
[23] brandbowl,superbowl53

Top Word Pairs in Tweet in G4:
[28] latest,midwest
[28] midwest,resilience
[28] resilience,daily
[27] daily,thanks
[18] prprofs,smprofs
[10] smprofs,prprofs
[4] thanks,reputationdr
[3] thanks,kerwood
[2] kerwood,reputationdr
[2] deonbinneman,smprofs

Top Word Pairs in Tweet in G5:
[10] latest,emergency
[10] emergency,management
[10] management,times
[10] times,thanks
[4] prprofs,smprofs
[4] smprofs,prprofs
[2] thanks,ernestma

Top Word Pairs in Tweet in G6:
[16] latest,ralph
[16] ralph,merkel
[16] merkel,daily
[15] daily,thanks
[6] prprofs,smprofs
[6] smprofs,prprofs
[3] thanks,raehodge
[3] predix2019,smprofs
[3] thanks,phillipmbailey
[2] phillipmbailey,d_yetter

Top Word Pairs in Tweet in G7:
[5] visiting,facebook
[4] smprofs,smprof
[4] social,media
[4] media,marketing
[3] always,great
[3] great,time
[3] time,visiting
[3] facebook,here
[3] here,pics
[3] pics,one

Top Word Pairs in Tweet in G8:
[3] kfreberg,okay
[3] okay,smprofs
[3] smprofs,prprofs
[3] prprofs,mrpeanut
[3] mrpeanut,winning
[3] winning,social
[3] social,right
[3] right,now
[3] now,brandbowl
[3] brandbowl,superbowl53

Top Word Pairs in Tweet in G9:
[28] smprofs,munozsm19
[9] munozsm19,smprofs
[7] social,media
[3] smprofs,prprofs
[3] best,practices
[2] more,stats
[2] stats,twitter
[2] twitter,support
[2] support,much
[2] much,video

Top Word Pairs in Tweet in G10:
[6] social,media
[4] sagemedia_comm,social
[4] media,book
[4] podcast,flackpackdc
[4] flackpackdc,pr
[4] pr,agency
[4] agency,life
[4] life,one
[4] one,listened
[4] listened,year

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@kesutherland777
@linhumphrey
@jemalyn
@pampers
@lentz
@google
@stukentapp
@kerrygorgone
@canva

Top Replied-To in G1:
@kfreberg
@astumpf
@kerrygorgone
@stukentapp
@google
@lentz
@pampers
@jemalyn
@linhumphrey
@kesutherland777

Top Replied-To in G2:
@kfreberg
@smstudentchat
@canva

Top Replied-To in G10:
@kfreberg
@mcewanincomm

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@mrpeanut
@smstudentchat
@nodexl
@talkwalker
@smprofessors
@aejmc_prd
@jeremyhl
@amandajweed
@sagemedia_comm

Top Mentioned in G1:
@kfreberg
@mrpeanut
@talkwalker
@amandajweed
@digiday
@kesutherland777
@smprofessors
@smstudentchat
@hootsuite
@nodexl

Top Mentioned in G2:
@kfreberg
@smstudentchat
@nodexl
@smprofessors
@talkwalker
@aejmc_prd
@jeremyhl
@melsenheimer
@unosml
@amandajweed

Top Mentioned in G3:
@kfreberg
@mrpeanut
@budlight
@gameofthrones
@isocialfanz
@astumpf
@wendys
@njh287
@heeby11
@adidas

Top Mentioned in G4:
@reputationdr
@protiviti
@kerwood
@davidhenderson
@dougapr
@deonbinneman
@boydneil
@jhemusinsignia
@kfreberg
@hslibrary

Top Mentioned in G5:
@ernestma
@likeaword
@zhirji28
@hcfdc
@bewickwren
@nordicgeo
@manudjimenez
@citywindsoron
@news12li
@newsreputation

Top Mentioned in G6:
@phillipmbailey
@d_yetter
@raehodge
@wfplnews
@ruralj
@oliviakrauth
@thecardinalnews
@kyelandj
@jimhigdon
@davidsbrinkley

Top Mentioned in G7:
@facebook
@moreleo
@jasonfalls
@westvirginiau
@buildinspire
@kfreberg
@chadmezera
@wvuimc
@wvutoday
@smminstitute

Top Mentioned in G9:
@carriemunoz
@kfreberg
@cnn
@suz_alto
@mattnavarra
@messenger
@fastcompany

Top Mentioned in G10:
@sagemedia_comm
@kfreberg
@dbreakenridge
@flackpackdc
@ginaluttrell
@jenniedonohue
@aejmc_prd

Top Tweeters
Top Tweeters in Entire Graph:
@walmart
@buffer
@nicochan33
@washingtonpost
@cocacola
@yvesmulkers
@cnn
@fastcompany
@forbes
@fullsail

Top Tweeters in G1:
@walmart
@nicochan33
@cocacola
@yvesmulkers
@forbes
@fullsail
@hanneshanath
@qz
@giuliog
@albertspijkers

Top Tweeters in G2:
@buffer
@chrisbrogan
@franzrusso
@jeremyhl
@sittingpretty61
@chrisstrub
@canva
@angelamaiers
@olilince
@dr_tindall

Top Tweeters in G3:
@isocialfanz
@garyvee
@wendys
@suntastic77
@aboundlessworld
@socialheadliner
@gameofthrones
@mordecaiholtz
@budlight
@njh287

Top Tweeters in G4:
@bryanstrawser
@theprcoach
@reputationdr
@ianfreeman
@kerwood
@deonbinneman
@daviatemin
@publichealth
@emergencyemail
@davidhenderson

Top Tweeters in G5:
@bewickwren
@craigthomler
@nordicgeo
@wildfirediva
@newsreputation
@gfriese
@lawscomm
@news12li
@ernestma
@suzannewaldman

Top Tweeters in G6:
@phillipmbailey
@rickklein
@wfplnews
@atticascott4ky
@jimhigdon
@joe_gerth
@oliviakrauth
@raehodge
@d_yetter
@thecardsports

Top Tweeters in G7:
@thetechnologytm
@bubbles4tw
@jasonfalls
@andreusocial
@mikelynch09
@chloesmilesalot
@justconvopod
@westvirginiau
@facebook
@wvutoday

Top Tweeters in G8:
@reneerbo
@davidmhomerjr
@mrkampmann
@blogster
@betsyemmons
@thebusygal
@tylerathomas
@gallicano
@norforsythhomes
@anneohirsch

Top Tweeters in G9:
@cnn
@fastcompany
@mattnavarra
@scottcowley
@ntwood
@suz_alto
@townert
@carriemunoz
@catenazzog
@messenger

Top Tweeters in G10:
@mowenranger
@dbreakenridge
@sagemedia_comm
@ginaluttrell
@women_ww_show
@jenniedonohue
@mcewanincomm
@flackpackdc
@eafeeley