NodeXL, Twitter, 2/7/2019 10:02:36 AM, 185678


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NodeXL User-User network 5k Wednesday, 06 February 2019 at 07:41 UTC
NodeXL User-User network 5k Wednesday, 06 February 2019 at 07:41 UTC
From:
SMRFoundation
Uploaded on:
February 07, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/2Dfh2Ux
@nodexl
@statmaven
@docassar
@gmacscotland
@mikequindazzi
@marc_smith
@smr_foundation
@fmfrancoise
@edtech_stories
@chidambara09

Top hashtags:
#infographics
#internetofthings
#digitalmarketing
#socialmedia
#twitter
#analytics

Description:
Description
The graph represents a network of 2,154 Twitter users whose tweets in the requested range contained "NodeXL", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 06 February 2019 at 07:41 UTC.

The requested start date was Wednesday, 06 February 2019 at 08:40 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 1337-day, 6-hour, 17-minute period from Tuesday, 09 June 2015 at 17:13 UTC to Tuesday, 05 February 2019 at 23:30 UTC.

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 : 2154
Unique Edges : 7390
Edges With Duplicates : 10745
Total Edges : 18135
Number of Edge Types : 3
Mentions : 17741
Replies to : 182
Tweet : 212
Self-Loops : 212
Reciprocated Vertex Pair Ratio : 0.0522984676882079
Reciprocated Edge Ratio : 0.0993985438429883
Connected Components : 40
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 2041
Maximum Edges in a Connected Component : 17966
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.903124
Graph Density : 0.00204353063096515
Modularity : 0.30169
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[129] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183151
[74] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183576
[48] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241
[33] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182779
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183531
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=147713
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183172
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184843
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183189
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182964
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183604
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182404
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183457
[5] https://www.youtube.com/watch?v=HEUnWyWAI8E&feature=youtu.be

[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185370
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183498
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183456
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182596
[3] http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/

Top URLs in Tweet in G2:
[101] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183151
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184843
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183531
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181428
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183056
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=184997
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183649
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183589

Top URLs in Tweet in G3:
[39] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182779
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=147713
[25] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183151
[20] http://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=138241&utm_content=buffer00ebb&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=155615
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=165004
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183189
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183172
[16] https://www.weforum.org/agenda/2016/10/top-10-ethical-issues-in-artificial-intelligence/

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183586
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183075
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182944
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185265
[1] https://twitter.com/i/web/status/1088491881909178370
[1] https://twitter.com/i/web/status/1088132355880042496
[1] https://twitter.com/i/web/status/1090309156094005253
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182344
[1] https://twitter.com/i/web/status/1086051117170069504
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182444

Top URLs in Tweet in G5:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181974
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182609
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=180661
[1] https://twitter.com/i/web/status/1088713785697800193
[1] https://scotpublichealth.com/2018/03/13/handing-over-the-reins-crowdsourcing-twitter-data-on-health-campaigns/
[1] https://twitter.com/i/web/status/1081327294617174016
[1] https://twitter.com/i/web/status/1089075776534859777
[1] https://twitter.com/i/web/status/1090281432994512896
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181823
[1] https://www.nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181686

Top URLs in Tweet in G6:
[68] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183576
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183687
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182644
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182068
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178768
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185328
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183028
[1] https://twitter.com/i/web/status/1088529247147343873
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=124454#headerTopVertices
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183151

Top URLs in Tweet in G7:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183684
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182014
[5] https://www.pnas.org/content/116/6.cover-expansion
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182770
[1] https://twitter.com/PNASNews/status/1092862690316468230

Top URLs in Tweet in G8:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183251
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183062
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181636
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182291
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183154
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179941
[1] https://twitter.com/i/web/status/1088450869299822594
[1] https://twitter.com/i/web/status/1084120429399343104
[1] https://twitter.com/i/web/status/1085949417188921344
[1] https://twitter.com/i/web/status/1088774032093253632

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1088245371665403904
[1] https://twitter.com/i/web/status/1087152229797097472
[1] https://twitter.com/i/web/status/1086088338329690112
[1] https://twitter.com/i/web/status/1087515228152070144

Top URLs in Tweet in G10:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183645
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182593
[2] http://nodexl.codeplex.com/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183189
[1] https://twitter.com/i/web/status/1086221196931158017
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182275
[1] http://paper.li/PredictableData/1465627856?read=https%3A%2F%2Fnodexlgraphgallery.org%2FPages%2FGraph.aspx%3FgraphID%3D167821
[1] https://twitter.com/i/web/status/1087698647788257281
[1] http://www.paperbackswap.com/Analyzing-Social-Media-Networks-NodeXL/book/0123822297/&_ads=widget&m=referral&c=API
[1] https://twitter.com/i/web/status/1088274951046610947

Top Domains
Top Domains in Tweet in Entire Graph:
[1360] nodexlgraphgallery.org
[1015] twitter.com
[21] forbes.com
[19] weforum.org
[13] youtube.com
[8] pnas.org
[8] paper.li
[7] ebay.com
[6] t.co
[5] pewinternet.org

Top Domains in Tweet in G1:
[146] nodexlgraphgallery.org
[78] twitter.com
[5] youtube.com
[5] paper.li
[3] pewinternet.org
[2] wasimahmed.org
[2] pnas.org
[1] retail-insight-network.com
[1] event.gg
[1] eventbrite.com

Top Domains in Tweet in G2:
[477] nodexlgraphgallery.org
[148] twitter.com
[8] youtube.com
[5] t.co
[3] forbes.com
[2] pewinternet.org
[2] weforum.org
[1] retail-insight-network.com
[1] pnas.org
[1] businessinsider.de

Top Domains in Tweet in G3:
[698] twitter.com
[483] nodexlgraphgallery.org
[16] weforum.org
[13] forbes.com
[1] businessinsider.de
[1] t.co
[1] ebay.com
[1] usc.edu
[1] smrfoundation.org

Top Domains in Tweet in G4:
[30] nodexlgraphgallery.org
[21] twitter.com

Top Domains in Tweet in G5:
[22] nodexlgraphgallery.org
[11] twitter.com
[2] scotpublichealth.com
[1] dropbox.com
[1] wordpress.com
[1] twitonomy.com

Top Domains in Tweet in G6:
[107] nodexlgraphgallery.org
[6] twitter.com

Top Domains in Tweet in G7:
[19] nodexlgraphgallery.org
[5] pnas.org
[1] twitter.com

Top Domains in Tweet in G8:
[18] nodexlgraphgallery.org
[4] twitter.com

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[27] twitter.com
[16] nodexlgraphgallery.org
[2] codeplex.com
[1] paper.li
[1] paperbackswap.com
[1] nodexl.com
[1] woolsay.com
[1] connectedaction.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2782] infographics
[2586] internetofthings
[2575] digitalmarketing
[1971] socialmedia
[1843] twitter
[1563] analytics
[1280] iot
[549] bigdata
[449] ai
[268] datascience



Top Hashtags in Tweet in G1:
[154] infographics
[152] digitalmarketing
[148] internetofthings
[115] socialmedia
[100] analytics
[100] twitter
[70] iot
[27] smartdatasprint
[23] bigdata
[21] ai

Top Hashtags in Tweet in G2:
[167] infographics
[153] internetofthings
[152] digitalmarketing
[120] socialmedia
[114] twitter
[103] influencers
[97] analytics
[94] digitaltransformation
[91] iot
[64] fintech

Top Hashtags in Tweet in G3:
[2453] infographics
[2277] internetofthings
[2263] digitalmarketing
[1723] socialmedia
[1620] twitter
[1358] analytics
[1075] iot
[464] bigdata
[324] ai
[258] datascience

Top Hashtags in Tweet in G4:
[3] sportsbiz
[2] hr
[2] futureofwork
[2] brexit
[2] hrtech
[1] peopleanalytics
[1] pafow
[1] ai
[1] greenplanet
[1] iot

Top Hashtags in Tweet in G5:
[16] some4precision
[3] ccr19
[3] some4surgery
[1] colorectalsurgery
[1] savethedate
[1] globalsurgery
[1] ifad2018
[1] esccongress
[1] retailtech

Top Hashtags in Tweet in G6:
[67] socialselling
[8] socialmedia
[7] twitter
[6] fintech
[6] ai
[6] infographics
[6] internetofthings
[6] digitalmarketing
[6] analytics
[4] custserv

Top Hashtags in Tweet in G7:
[1] nodexl

Top Hashtags in Tweet in G8:
[10] lthechat
[2] selfdrivingcars
[2] socmedhe
[2] byod4l
[2] bett2019
[2] advancehe_chat
[1] ai
[1] autonomousvehicles
[1] autonomous
[1] iot

Top Hashtags in Tweet in G10:
[13] ai
[6] iot
[6] vr
[5] nodexl
[5] fintech
[4] artificialintelligence
[4] digitaltransformation
[4] finserv
[3] tech
[3] innovation

Top Words
Top Words in Tweet in Entire Graph:
[1164] Words in Sentiment List#1: Positive
[41] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Your list of keywords
[78243] Non-categorized Words
[79448] Total Words
[5108] nodexl
[3024] networks
[2902] twitter
[2812] types
[2782] infographics

Top Words in Tweet in G1:
[475] nodexl
[172] twitter
[163] networks
[154] types
[154] infographics
[153] digitalmarketing
[148] internetofthings
[143] social
[115] socialmedia
[103] analytics

Top Words in Tweet in G2:
[950] nodexl
[196] twitter
[186] networks
[175] mikequindazzi
[175] marc_smith
[167] infographics
[165] types
[153] internetofthings
[152] digitalmarketing
[147] influencers

Top Words in Tweet in G3:
[3271] nodexl
[2656] networks
[2510] twitter
[2485] types
[2453] infographics
[2277] internetofthings
[2264] digitalmarketing
[1723] socialmedia
[1358] analytics
[1112] social

Top Words in Tweet in G4:
[38] nodexl
[9] top
[7] hashtags
[5] realdonaldtrump
[4] david_green_uk
[4] laraleatrump
[4] kamalaharris
[3] futureofwork
[3] sportsbiz
[3] joefav

Top Words in Tweet in G5:
[33] nodexl
[33] juliomayol
[23] gmacscotland
[18] powarg07
[17] profdemartines
[16] some4precision
[15] wilkinsonjonny
[15] drivadeneiramd
[13] precisionso
[11] swexner

Top Words in Tweet in G6:
[159] nodexl
[110] jbarbosapr
[106] straqr
[105] socialselling
[91] timothy_hughes
[87] top
[71] 2019
[58] mikeschiemer
[57] jan
[57] accounts

Top Words in Tweet in G7:
[34] nodexl
[19] scicomm
[19] scicommbot
[19] gaiusdivifilius
[19] _open_science_
[17] _inpst
[14] pnasnews
[11] amp
[9] drummerboy2112
[8] amoebasisters

Top Words in Tweet in G8:
[27] lthechat
[23] nodexl
[19] scottturneruon
[11] suebecks
[11] leefallin
[10] kiusum
[8] sfaulknerpando
[5] nomadwarmachine
[5] santanuva
[4] socmedhe

Top Words in Tweet in G9:
[2] jyoti
[2] dviyer
[2] sandygrains
[2] masalabai
[2] neha_aks
[2] renugadgil
[2] drlathac
[2] jcsethi
[2] rwac48
[2] svaradarajan

Top Words in Tweet in G10:
[47] nodexl
[19] mikequindazzi
[14] ai
[13] top
[11] social
[9] hashtags
[8] ronald_vanloon
[7] evankirstel
[7] influencers
[6] analysis

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2812] types,twitter
[2778] infographics,nodexl
[2777] networks,infographics
[2541] internetofthings,digitalmarketing
[1943] twitter,socialmedia
[1943] socialmedia,networks
[1769] nodexl,internetofthings
[1475] digitalmarketing,analytics
[953] social,media
[895] nodexl,iot

Top Word Pairs in Tweet in G1:
[154] types,twitter
[154] networks,infographics
[154] infographics,nodexl
[148] internetofthings,digitalmarketing
[106] twitter,socialmedia
[106] socialmedia,networks
[98] social,media
[98] nodexl,internetofthings
[97] digitalmarketing,analytics
[52] nodexl,iot

Top Word Pairs in Tweet in G2:
[165] types,twitter
[163] networks,infographics
[163] infographics,nodexl
[150] internetofthings,digitalmarketing
[116] nodexl,sectest9
[107] twitter,socialmedia
[107] socialmedia,networks
[96] 10,influencers
[92] nodexl,internetofthings
[92] digitalmarketing,analytics

Top Word Pairs in Tweet in G3:
[2485] types,twitter
[2453] infographics,nodexl
[2452] networks,infographics
[2235] internetofthings,digitalmarketing
[1722] twitter,socialmedia
[1722] socialmedia,networks
[1571] nodexl,internetofthings
[1278] digitalmarketing,analytics
[781] nodexl,iot
[779] social,media

Top Word Pairs in Tweet in G4:
[7] top,hashtags
[3] nodexl,david_green_uk
[3] sportsbiz,nodexl
[3] nodexl,joefav
[3] joefav,cannonjw
[3] cannonjw,howielongshort
[3] howielongshort,sportspro
[3] sportspro,cu_sps_sports
[2] laraleatrump,nodexl
[2] nodexl,laraleatrump

Top Word Pairs in Tweet in G5:
[17] nodexl,juliomayol
[15] some4precision,nodexl
[15] juliomayol,powarg07
[15] powarg07,drivadeneiramd
[11] juliomayol,swexner
[9] swexner,bjsurgery
[9] drivadeneiramd,precisionso
[8] abe_laparoscopy,some4precision
[8] precisionso,profdemartines
[7] thanks,marc_smith

Top Word Pairs in Tweet in G6:
[91] straqr,timothy_hughes
[71] 2019,nodexl
[58] nodexl,jbarbosapr
[58] timothy_hughes,mikeschiemer
[57] nodexl,straqr
[55] jan,2019
[51] accounts,jan
[49] top,socialselling
[49] socialselling,accounts
[49] jbarbosapr,straqr

Top Word Pairs in Tweet in G7:
[19] scicomm,nodexl
[19] nodexl,scicommbot
[13] nodexl,scicomm
[10] scicommbot,_open_science_
[9] scicommbot,gaiusdivifilius
[9] gaiusdivifilius,_open_science_
[9] _open_science_,_inpst
[9] _inpst,drummerboy2112
[8] _open_science_,gaiusdivifilius
[8] gaiusdivifilius,amoebasisters

Top Word Pairs in Tweet in G8:
[15] nodexl,lthechat
[10] lthechat,nodexl
[7] suebecks,leefallin
[6] lthechat,sfaulknerpando
[6] leefallin,kiusum
[5] kiusum,scottturneruon
[5] lthechat,suebecks
[5] kiusum,nomadwarmachine
[5] nomadwarmachine,scottturneruon
[5] scottturneruon,santanuva

Top Word Pairs in Tweet in G9:
[2] jyoti,dviyer
[2] dviyer,sandygrains
[2] sandygrains,masalabai
[2] masalabai,neha_aks
[2] neha_aks,renugadgil
[2] renugadgil,drlathac
[2] drlathac,jcsethi
[2] jcsethi,rwac48
[2] rwac48,svaradarajan
[2] svaradarajan,ram_guha

Top Word Pairs in Tweet in G10:
[7] top,hashtags
[5] vr,nodexl
[4] using,nodexl
[4] social,network
[4] network,analysis
[4] nodexl,vr
[3] nodexl,insights
[3] insights,networks
[3] helene_wpli,10
[3] 10,influencers

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@helene_wpli
@dinamedland
@fmfrancoise
@marc_smith
@jbarbosapr
@alison_iot
@worldtrendsinfo
@docassar
@togovern

Top Replied-To in G1:
@nodexl
@dinamedland
@togovern
@kidehen
@ilham_mg
@sophie_icbp
@alison_iot
@obspsy
@was3210
@aejmc_prd

Top Replied-To in G2:
@helene_wpli
@nodexl
@fmfrancoise
@docassar
@stephaniekelton
@gilliandoc
@marc_smith
@edtech_stories
@stuartwshulman
@highpointu

Top Replied-To in G3:
@worldtrendsinfo
@nodexl
@jackcoleman219
@alison_iot
@mikequindazzi
@social_molly
@pbalakrishnarao
@helene_wpli
@jbarbosapr
@pd_mobileapps

Top Replied-To in G4:
@bigdata_joe

Top Replied-To in G5:
@wilkinsonjonny
@juliomayol
@rcpchtweets
@rcpchscotland
@fluid_academy
@danbartsicu
@aroradrn
@ottoecho
@fischman_david
@iceman_ex

Top Replied-To in G6:
@jbarbosapr
@marshacollier
@rosariodecastro
@retailmeeting

Top Replied-To in G7:
@marc_smith

Top Replied-To in G9:
@jyoti
@sfijnuunit
@billionindian

Top Replied-To in G10:
@digitalmr_ceo

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@mikequindazzi
@fisher85m
@evankirstel
@hudson_chatbots
@harry_robots
@worldtrendsinfo
@softnet_search
@marc_smith
@ronald_vanloon

Top Mentioned in G1:
@nodexl
@mikequindazzi
@was3210
@daviddoughty
@wef
@mpborman
@inovamedialab
@standardethics
@carolndrake1
@directorsboards

Top Mentioned in G2:
@nodexl
@mikequindazzi
@marc_smith
@sectest9
@docassar
@haroldsinnott
@evankirstel
@fmfrancoise
@alvinfoo
@fisher85m

Top Mentioned in G3:
@nodexl
@mikequindazzi
@fisher85m
@hudson_chatbots
@worldtrendsinfo
@softnet_search
@harry_robots
@evankirstel
@ronald_vanloon
@jackcoleman219

Top Mentioned in G4:
@realdonaldtrump
@nodexl
@david_green_uk
@joefav
@cannonjw
@howielongshort
@sportspro
@cu_sps_sports
@statmaven
@laraleatrump

Top Mentioned in G5:
@juliomayol
@gmacscotland
@powarg07
@profdemartines
@drivadeneiramd
@precisionso
@wilkinsonjonny
@swexner
@marc_smith
@strachanjamie

Top Mentioned in G6:
@nodexl
@straqr
@timothy_hughes
@jbarbosapr
@mikeschiemer
@digitalleadersa
@govengreso
@m_3jr
@marc_smith
@jb

Top Mentioned in G7:
@scicommbot
@gaiusdivifilius
@_open_science_
@_inpst
@pnasnews
@nodexl
@drummerboy2112
@amoebasisters
@david
@smr_foundation

Top Mentioned in G8:
@scottturneruon
@lthechat
@suebecks
@leefallin
@kiusum
@sfaulknerpando
@nodexl
@nomadwarmachine
@dra

Top Mentioned in G9:
@dviyer
@sandygrains
@masalabai
@neha_aks
@renugadgil
@drlathac
@jcsethi
@rwac48
@svaradarajan
@ram_guha

Top Tweeters
Top Tweeters in Entire Graph:
@indiegamedevbot
@jornalistavitor
@arkangelscrap
@paoloigna1
@sectest9
@nosqldigest
@alevergara78
@evankirstel
@magnifyk
@gamergeeknews

Top Tweeters in G1:
@paoloigna1
@magnifyk
@normanbuffong
@bbcnews
@jeffbullas
@skynews
@togovern
@cocacola
@debraruh
@hrkbenowen

Top Tweeters in G2:
@sectest9
@eraser
@chidambara09
@fintechna
@tradnews_
@marshacollier
@valaafshar
@richsimmondsza
@trippbraden
@miamigives

Top Tweeters in G3:
@indiegamedevbot
@jornalistavitor
@arkangelscrap
@nosqldigest
@alevergara78
@evankirstel
@gamergeeknews
@ottlegalrebels
@kotaknaren
@billnigh

Top Tweeters in G4:
@kimvie
@bbcsport
@reuters
@cathyspartanj
@telegraph
@wholefoods
@abc7ny
@beccanalia
@gma
@nfl

Top Tweeters in G5:
@drumeshprabhu
@drshahrul80
@welshgasdoc
@sminaev2015
@brainfreeze69
@iceman_ex
@celestinogutirr
@drmarthagulati
@anastasiasmihai
@rafavidalperez

Top Tweeters in G6:
@nytimes
@timothy_hughes
@meghanmbiro
@smnewsdaily
@hm_custserv
@hanslak
@topcybernews
@mikeschiemer
@micadam
@billquiseng

Top Tweeters in G7:
@academicchatter
@cpa61
@av693
@_open_science_
@sw7018
@adventaustralia
@_atanas_
@drummerboy2112
@scicommbot
@ljegou

Top Tweeters in G8:
@ictevangelist
@dra
@warwicklanguage
@scottturneruon
@suebecks
@microsoftedu
@bett_show
@jeroenbartelse
@kjhaxton
@nomadwarmachine

Top Tweeters in G9:
@billionindian
@neha_aks
@sandygrains
@rwac48
@bishwanathsingh
@voterwho
@drlathac
@masalabai
@svaradarajan
@renugadgil

Top Tweeters in G10:
@andysugs
@villamizaritpro
@infopronetwork
@freshsalis
@theiotwarehouse
@treyebo360
@adminnovacion
@c41_5r
@predictabledata
@nyctojunkie


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