#SMProfs, Twitter, 5/24/2019 5:12:11 PM, 197944


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#SMProfs_2019-05-24_08-14-09.xlsx
#SMProfs_2019-05-24_08-14-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2019
Short Description:
#SMProfs via NodeXL http://bit.ly/2HXjMbE
@kfreberg
@melsenheimer
@kimfoxwosu
@jeremyhl
@rsmerk02
@moreleo
@statmaven
@lawscomm
@josieahlquist
@aejmc_prd

Top hashtags:
#smprofs
#prprofs
#socialmedia
#smsports
#melbseo
#adobesummit
#adobeinsiders
#munozsm19
#smprof

Description:
Description
The graph represents a network of 491 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 Friday, 24 May 2019 at 15:14 UTC.

The requested start date was Thursday, 23 May 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 82-day, 20-hour, 32-minute period from Friday, 01 March 2019 at 03:15 UTC to Wednesday, 22 May 2019 at 23:48 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 : 491
Unique Edges : 665
Edges With Duplicates : 822
Total Edges : 1487
Number of Edge Types : 3
Mentions : 1020
Replies to : 40
Tweet : 427
Self-Loops : 427
Reciprocated Vertex Pair Ratio : 0.0782967032967033
Reciprocated Edge Ratio : 0.145222929936306
Connected Components : 24
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 389
Maximum Edges in a Connected Component : 1281
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.996892
Graph Density : 0.00326281225321086
Modularity : 0.40848
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[26] https://www.slideshare.net/aleydasolis/the-seo-guide-to-migrate-international-websites-smprofs
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193800
[6] https://blog.hootsuite.com/influencer-marketing/
[6] https://www.prweek.com/article/1579418/survey-reveals-influencers-charge-posts
[5] https://digiday.com/media/snapchats-stories-tool-provides-easier-way-reach-audience/
[5] https://www.socialmediatoday.com/news/the-non-writers-guide-to-writing-better-social-media-copy/551143/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196055
[5] https://blog.hootsuite.com/tracking-social-media-in-google-analytics/
[5] https://www.socialmediatoday.com/news/how-to-use-linkedins-page-analytics-tools-infographic/549695/
[4] https://www.businessinsider.com/brands-turning-to-micro-influencers-instead-of-instagram-stars-2019-4

Top URLs in Tweet in G1:
[6] https://blog.hootsuite.com/influencer-marketing/
[5] https://www.socialmediatoday.com/news/how-to-use-linkedins-page-analytics-tools-infographic/549695/
[5] https://blog.hootsuite.com/tracking-social-media-in-google-analytics/
[4] https://www.prweek.com/article/1579418/survey-reveals-influencers-charge-posts
[4] https://twitter.com/arvrinsport/status/1109519174139817984
[4] https://www.socialmediatoday.com/news/the-non-writers-guide-to-writing-better-social-media-copy/551143/
[3] https://www.socialmediatoday.com/news/the-difference-between-a-social-media-manager-and-a-community-manager/549370/
[3] https://blog.hootsuite.com/youtube-advertising/
[3] https://buffer.com/resources/the-art-of-copywriting
[3] https://www.socialmediaexaminer.com/how-to-create-facebook-reach-ads/

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=193800
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196055
[3] https://twitter.com/RTDNA/status/1107703413012422658
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189359
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191856
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=191857
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195487
[1] https://twitter.com/i/web/status/1117902733879566336
[1] https://aejmc.us/jpre/2019/01/31/mastering-business-for-strategic-communicators-insights-and-advice-from-the-c-suite-of-leading-brands/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195487&utm_content=bufferee3fc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[25] https://www.slideshare.net/aleydasolis/the-seo-guide-to-migrate-international-websites-smprofs
[1] https://twitter.com/i/web/status/1127858996466016256
[1] https://smprofs.com/
[1] https://twitter.com/aleyda/status/1127854516211048449

Top URLs in Tweet in G4:
[3] https://www.twipemobile.com/stories-format-publishers-need-take-seriously/?utm_source=Company+Newsletter&utm_campaign=f8350f8a0f-EMAIL_CAMPAIGN_2019_03_06_12_59_COPY_01&utm_medium=email&utm_term=0_68e99b1866-f8350f8a0f-149228721
[3] https://www.journalism.co.uk/news/social-media-in-the-middle-east-five-trends-journalists-need-to-know-about/s2/a737424/?utm_source=Online
[3] News
[3] Association
[3] List&utm_campaign=bf1f153809-ONA_Weekly_254&utm_medium=email&utm_term=0_53b827990a-bf1f153809-225805949
[2] https://twitter.com/amberhutchins/status/1109046217944764418
[2] https://www.france24.com/en/20190307-mixed-emotions-emerging-economies-smartphones-social-media?utm_source=Pew+Research+Center&utm_campaign=302dd36177-Global_2019_03_22&utm_medium=email&utm_term=0_3e953b9b70-302dd36177-399997869
[2] https://twitter.com/BEAWebTweets/status/1115363400450752514
[2] https://twitter.com/salmawrotethis/status/1118764250971955201
[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 G5:
[1] https://paper.li/melsenheimer/1523900931?edition_id=40214940-7bae-11e9-aa35-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=0dd8bac0-5e9b-11e9-bcf0-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=e9566220-463e-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=e61c89f0-4fac-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=8eaa6ee0-5c3f-11e9-bcf0-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=e351d5d0-5dd1-11e9-bcf0-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=62765db0-602d-11e9-bcf0-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=899cc110-65ad-11e9-bcf0-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=bcc4af20-4ee3-11e9-b8af-0cc47a0d1605
[1] https://paper.li/melsenheimer/1523900931?edition_id=252eacf0-3c10-11e9-b8af-0cc47a0d1605

Top URLs in Tweet in G6:
[3] https://digiday.com/media/snapchats-stories-tool-provides-easier-way-reach-audience/
[1] https://www.socialmediatoday.com/news/new-research-shows-the-average-rates-that-influencers-charge-for-sponsored/555183/
[1] https://www.businessinsider.com/brands-turning-to-micro-influencers-instead-of-instagram-stars-2019-4
[1] https://digiday.com/media/like-media-podcasting-pivoting-paid-complications/
[1] https://www.socialmediatoday.com/news/instagram-tests-hiding-like-counts-to-reduce-focus-on-vanity-metrics/553070/
[1] https://techcrunch.com/2019/04/30/instagram-will-now-let-creators-and-influencers-sell-items-directly/
[1] https://www.mediapost.com/publications/article/335540/influencers-get-micro-and-real-as-trust-dips.html
[1] https://www.socialmediatoday.com/news/instagram-looks-set-to-ramp-up-its-efforts-against-apps-selling-likes-and-f/554668/
[1] https://www.linkedin.com/in/leonardom/
[1] https://twitter.com/i/web/status/1121520513778507776

Top URLs in Tweet in G7:
[1] https://www.talkwalker.com/blog/what-is-image-analysis
[1] https://paper.li/lawscomm/1326842994?edition_id=e2c3de00-4c07-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=d6f0eca0-4750-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=56065950-49ac-11e9-9bab-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=0bd35b40-563f-11e9-89aa-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=51b81270-57d1-11e9-89aa-0cc47a0d1609
[1] https://paper.li/lawscomm/1326842994?edition_id=46ca7750-78d2-11e9-8adb-0cc47a0d1609

Top URLs in Tweet in G8:
[1] https://paper.li/rsmerk02/1333298165?edition_id=3d388360-7bbd-11e9-bff4-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=1c338320-5eaa-11e9-869e-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=f6fff850-7573-11e9-bff4-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=f995f010-464d-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=f82d9500-4b04-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=590cbfb0-5abc-11e9-869e-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=4e8bc520-47e0-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=d3276110-4a3b-11e9-b211-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=3ec667d0-7706-11e9-bff4-0cc47a0d164b
[1] https://paper.li/rsmerk02/1333298165?edition_id=402acb40-724f-11e9-bff4-0cc47a0d164b

Top URLs in Tweet in G9:
[1] http://karenfreberg.com/blog/kentucky-derby-one-in-a-lifetime-learning-experience/
[1] https://twitter.com/i/web/status/1114268543103787008
[1] https://twitter.com/i/web/status/1109028220312190976
[1] https://twitter.com/i/web/status/1111843833548099584

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1128827443773681664
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fgroups%2FSAmarcomm%2F
[1] https://twitter.com/i/web/status/1119042938087137280
[1] https://twitter.com/i/web/status/1119413889064509441
[1] https://twitter.com/MarquetteU/status/1126707806868914176

Top Domains
Top Domains in Tweet in Entire Graph:
[224] twitter.com
[98] socialmediatoday.com
[71] hootsuite.com
[58] digiday.com
[50] paper.li
[30] socialmediaexaminer.com
[26] slideshare.net
[23] sproutsocial.com
[21] nodexlgraphgallery.org
[12] nytimes.com

Top Domains in Tweet in G1:
[158] twitter.com
[88] socialmediatoday.com
[70] hootsuite.com
[52] digiday.com
[30] socialmediaexaminer.com
[23] sproutsocial.com
[9] karenfreberg.com
[6] forbes.com
[5] hubspot.com
[5] prweek.com

Top Domains in Tweet in G2:
[18] nodexlgraphgallery.org
[11] twitter.com
[1] aejmc.us
[1] theguardian.com

Top Domains in Tweet in G3:
[25] slideshare.net
[2] twitter.com
[1] smprofs.com

Top Domains in Tweet in G4:
[22] twitter.com
[7] nytimes.com
[3] twipemobile.com
[3] co.uk
[2] france24.com
[1] theatlantic.com
[1] theguardian.com
[1] cjr.org
[1] cnn.com
[1] igi-global.com

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

Top Domains in Tweet in G6:
[11] twitter.com
[5] digiday.com
[3] socialmediatoday.com
[1] businessinsider.com
[1] techcrunch.com
[1] mediapost.com
[1] linkedin.com
[1] facebook.com
[1] instagram.com

Top Domains in Tweet in G7:
[6] paper.li
[1] talkwalker.com

Top Domains in Tweet in G8:
[15] paper.li

Top Domains in Tweet in G9:
[3] twitter.com
[1] karenfreberg.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[771] smprofs
[483] prprofs
[39] socialmedia
[33] smsports
[26] melbseo
[23] adobesummit
[19] adobeinsiders
[14] munozsm19
[11] smprof
[8] mdmc19



Top Hashtags in Tweet in G1:
[509] smprofs
[381] prprofs
[25] smsports
[23] adobesummit
[19] adobeinsiders
[7] canneslionseducator
[7] mdmc19
[6] socialroi
[5] linkedinlive
[5] smm

Top Hashtags in Tweet in G2:
[24] prprofs
[22] smprofs
[8] socialmedia
[5] journalism
[4] pr
[3] data
[3] brandbowl
[3] superbowl53
[3] smstudentchat
[2] marketing

Top Hashtags in Tweet in G3:
[60] smprofs
[26] melbseo
[1] internationalseo
[1] seo

Top Hashtags in Tweet in G4:
[44] smprofs
[21] socialmedia
[12] prprofs
[4] smsports
[3] middleeast
[1] aejmc19
[1] smstudentchat
[1] aejmcfoodfinds
[1] jrmc2202
[1] storytelling

Top Hashtags in Tweet in G5:
[29] smprofs
[27] prprofs
[1] cybersecurity
[1] crisis

Top Hashtags in Tweet in G6:
[15] smprofs
[8] smprof
[5] prprofs
[5] voicemarketing
[4] socialmediamarketing
[3] socialmedia
[3] influencer
[2] influencermarketing
[2] digidaypublishing
[2] martech

Top Hashtags in Tweet in G7:
[9] smprofs
[7] prprofs
[1] smmw19

Top Hashtags in Tweet in G8:
[15] smprofs
[13] prprofs
[1] gameofthrones
[1] bizjournalism

Top Hashtags in Tweet in G9:
[11] smprofs
[2] profcon19
[1] socialroi
[1] smsports
[1] prprofs
[1] kyderby
[1] frebergalums
[1] smmw19

Top Hashtags in Tweet in G10:
[5] hesm
[5] emchat
[4] samarcom
[4] smprofs
[2] highered
[2] casesmc
[1] sapro
[1] sachat
[1] satech
[1] classof2019

Top Words
Top Words in Tweet in Entire Graph:
[663] Words in Sentiment List#1: Positive
[82] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14480] Non-categorized Words
[15225] Total Words
[771] #smprofs
[483] #prprofs
[186] kfreberg
[157] social
[149] media

Top Words in Tweet in G1:
[509] #smprofs
[381] #prprofs
[126] kfreberg
[122] social
[121] media
[57] here
[55] s
[53] new
[48] instagram
[39] facebook

Top Words in Tweet in G2:
[24] #prprofs
[22] #smprofs
[18] nodexl
[18] unosml
[17] aejmc_prd
[11] kfreberg
[11] aiaddysonzhang
[9] jeremyhl
[8] twitter
[8] #socialmedia

Top Words in Tweet in G3:
[60] #smprofs
[48] seo
[43] aleyda
[29] melbourne
[26] #melbseo
[25] migrate
[25] international
[25] websites
[24] guide
[24] slides

Top Words in Tweet in G4:
[44] #smprofs
[21] #socialmedia
[14] kimfoxwosu
[12] #prprofs
[8] need
[8] know
[7] influencers
[6] well
[6] icymi
[6] t

Top Words in Tweet in G5:
[29] latest
[29] midwest
[29] resilience
[29] daily
[29] #smprofs
[28] thanks
[27] #prprofs
[9] kerwood
[5] kfreberg
[4] protiviti

Top Words in Tweet in G6:
[15] kfreberg
[15] #smprofs
[11] up
[8] #smprof
[7] digiday
[7] thank
[7] s
[6] much
[6] come
[6] moreleo

Top Words in Tweet in G7:
[9] #smprofs
[7] #prprofs
[7] thanks
[6] latest
[6] emergency
[6] management
[6] times
[3] kfreberg
[3] talkwalker

Top Words in Tweet in G8:
[15] latest
[15] ralph
[15] merkel
[15] daily
[15] #smprofs
[13] thanks
[13] #prprofs
[4] phillipmbailey
[3] d_yetter
[2] mclevenger_cj

Top Words in Tweet in G9:
[17] kfreberg
[11] #smprofs
[9] social
[9] sagemedia_comm
[8] media
[7] book
[4] kentuckyderby
[4] omg
[4] perezhilton
[4] video

Top Words in Tweet in G10:
[10] josieahlquist
[5] #hesm
[5] campus
[5] college
[5] president
[5] provost
[5] vp
[5] dean
[5] podcast
[5] know

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[414] #smprofs,#prprofs
[131] social,media
[54] #prprofs,#smprofs
[41] daily,thanks
[29] latest,midwest
[29] midwest,resilience
[29] resilience,daily
[27] fyi,#smprofs
[26] migrate,international
[26] international,websites

Top Word Pairs in Tweet in G1:
[374] #smprofs,#prprofs
[104] social,media
[27] fyi,#smprofs
[19] make,sure
[17] ðÿ,ðÿ
[16] #smprofs,#smsports
[15] fellow,#smprofs
[15] digiday,#smprofs
[13] super,excited
[12] infographic,#smprofs

Top Word Pairs in Tweet in G2:
[10] #prprofs,#smprofs
[9] nodexl,kfreberg
[9] unosml,nodexl
[6] jeremyhl,statmaven
[6] statmaven,frank_strong
[6] frank_strong,aiaddysonzhang
[6] aiaddysonzhang,thartman2u
[6] hello,#prprofs
[6] #smprofs,pswann10
[6] pswann10,utica

Top Word Pairs in Tweet in G3:
[25] migrate,international
[25] international,websites
[24] seo,guide
[24] guide,migrate
[23] websites,slides
[23] slides,#smprofs
[22] aleyda,seo
[18] melbourne,seo
[18] seo,meetup
[16] #smprofs,melbourne

Top Word Pairs in Tweet in G4:
[11] #smprofs,#prprofs
[7] #socialmedia,#smprofs
[5] put,summer
[5] summer,reading
[5] reading,list
[5] list,assessing
[5] assessing,power
[5] power,#socialmedia
[5] #socialmedia,influencers
[5] influencers,comparison

Top Word Pairs in Tweet in G5:
[29] latest,midwest
[29] midwest,resilience
[29] resilience,daily
[28] daily,thanks
[20] #prprofs,#smprofs
[7] #smprofs,#prprofs
[5] thanks,kerwood
[3] kfreberg,#prprofs
[3] thanks,ianfreeman
[2] thanks,levick

Top Word Pairs in Tweet in G6:
[7] #smprof,#smprofs
[5] #smprofs,#prprofs
[5] worth,staying
[5] staying,up
[5] up,thank
[5] thank,much
[5] much,earvsc
[5] earvsc,asked
[5] asked,questions
[5] questions,rarely

Top Word Pairs in Tweet in G7:
[6] latest,emergency
[6] emergency,management
[6] management,times
[6] times,thanks
[4] #prprofs,#smprofs
[3] #smprofs,#prprofs

Top Word Pairs in Tweet in G8:
[15] latest,ralph
[15] ralph,merkel
[15] merkel,daily
[13] daily,thanks
[11] #prprofs,#smprofs
[3] thanks,d_yetter
[2] daily,#prprofs
[2] #smprofs,#prprofs
[2] raehodge,#prprofs
[2] thanks,phillipmbailey

Top Word Pairs in Tweet in G9:
[8] social,media
[6] sagemedia_comm,social
[6] media,book
[4] kfreberg,omg
[4] omg,perezhilton
[4] perezhilton,video
[4] video,sagemedia_comm
[4] book,made
[4] made,#smprofs
[2] #smprofs,day

Top Word Pairs in Tweet in G10:
[5] college,president
[5] president,provost
[5] provost,vp
[5] vp,dean
[5] dean,podcast
[5] podcast,know
[5] know,feature
[5] feature,#emchat
[4] josieahlquist,college
[4] #emchat,#sacha

Top Replied-To
Top Replied-To in Entire Graph:
@kfreberg
@gomdmc
@_absofab
@chrisstrub
@connections8
@unosml
@drmccollough
@cannes_lions
@scottcowley
@briansolis

Top Replied-To in G1:
@gomdmc
@kfreberg
@kesutherland777
@josieahlquist
@rwitherspoon
@mindykaling
@tmus_ed
@el_venter
@arikhanson
@astumpf

Top Replied-To in G2:
@unosml

Top Replied-To in G3:
@connections8
@dejan
@aleyda
@jasonmun

Top Replied-To in G4:
@drmccollough
@ekinsky

Top Replied-To in G6:
@kfreberg

Top Replied-To in G7:
@chrisstrub
@ummoreno

Top Replied-To in G9:
@_absofab
@stukentapp
@kfreberg

Top Mentioned
Top Mentioned in Entire Graph:
@kfreberg
@aleyda
@digiday
@hootsuite
@petermeadit
@aejmc_prd
@kimfoxwosu
@sagemedia_comm
@jeremyhl
@aiaddysonzhang

Top Mentioned in G1:
@kfreberg
@hootsuite
@digiday
@adobe
@cannes_lions
@cathyhackl
@adobeexpcloud
@adobesummit
@kesutherland777
@sagemedia_comm

Top Mentioned in G2:
@aejmc_prd
@kfreberg
@aiaddysonzhang
@unosml
@jeremyhl
@nodexl
@statmaven
@frank_strong
@thartman2u
@pswann10

Top Mentioned in G3:
@aleyda
@petermeadit
@connections8
@dejanseo
@jasonmun
@longtailux
@studiohawk
@sem
@thehoneybar
@semrush

Top Mentioned in G4:
@kimfoxwosu
@kfreberg
@anthonyadornato
@facebook
@amberhutchins
@amandajweed
@damianradcliffe
@a
@aejmc_mcs
@danfarkas

Top Mentioned in G5:
@kerwood
@kfreberg
@protiviti
@bryanstrawser
@hslibrary
@reputationdr
@davidhenderson
@nc4safety
@bcpamn
@ianfreeman

Top Mentioned in G6:
@kfreberg
@digiday
@moreleo
@earvsc
@jasonfalls
@aafnational
@linkedin
@vailmtn
@truthpug
@jenmooreky

Top Mentioned in G7:
@kfreberg
@talkwalker
@crisislabtweet
@jezmans
@ekendriss
@bradenframe
@globalcrisis20
@lance_valcour
@nadirbouchama
@newsreputation

Top Mentioned in G8:
@phillipmbailey
@d_yetter
@mclevenger_cj
@raehodge
@connerforrest
@louisvillemag
@kyelandj
@insiderlou
@jasonrileywdrb

Top Mentioned in G9:
@kfreberg
@sagemedia_comm
@kentuckyderby
@perezhilton
@michaeljesterky
@gomdmc
@stukentapp
@_absofab
@instagram

Top Mentioned in G10:
@josieahlquist
@marquetteu
@cigelske
@sproutsocial

Top Tweeters
Top Tweeters in Entire Graph:
@southwestair
@chidambara09
@marshacollier
@nytimes
@mashable
@nicochan33
@perezhilton
@kriscolvin
@machinelearn_d
@yvesmulkers

Top Tweeters in G1:
@southwestair
@mashable
@nicochan33
@yvesmulkers
@madalynsklar
@garyvee
@wendys
@socialmedia2day
@giuliog
@pammktgnut

Top Tweeters in G2:
@chidambara09
@machinelearn_d
@jeremyhl
@aiaddysonzhang
@brizzyc
@frank_strong
@thartman2u
@aejmc
@mariamara78
@piissooverrated

Top Tweeters in G3:
@davidiwanow
@semrush
@malharbarai
@aleyda
@xgurix
@ajulloa
@suzukik
@jimwatson9
@thehoneybar
@slideshare

Top Tweeters in G4:
@nytimes
@kevinlockett
@seattletimes
@salmawrotethis
@dr_tindall
@kimfoxwosu
@wmata
@hannahallam
@mmbilal
@lwilliams333

Top Tweeters in G5:
@bryanstrawser
@alert_monitor
@kathleenhessert
@reputationdr
@ianfreeman
@kerwood
@daviatemin
@publichealth
@philaoem
@emergencyemail

Top Tweeters in G6:
@digiday
@jasonfalls
@spencerpratt
@cybergeak
@prosper_kenn
@mwurst
@bestfin1
@drjrogers
@earvsc
@iowastateu

Top Tweeters in G7:
@newsreputation
@jezmans
@lawscomm
@ernestma
@lance_valcour
@gadeptoftrans
@nychealthy
@ekendriss
@talkwalker
@bradenframe

Top Tweeters in G8:
@phillipmbailey
@wfplnews
@jasonrileywdrb
@louisvillemag
@insiderlou
@joe_gerth
@oliviakrauth
@raehodge
@d_yetter
@utterback13

Top Tweeters in G9:
@perezhilton
@chrisstrub
@dbreakenridge
@jonathandgaby
@dennisyu
@instagram
@churchilldowns
@sagemedia_comm
@stu_draper
@kentuckyderby

Top Tweeters in G10:
@sproutsocial
@scalarhumanity
@cigelske
@marquetteu
@joesabado
@tam2theera
@josieahlquist
@stephenapp
@istudentaffairs
@tracycollum