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NodeXL_2019-09-10_19-56-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2019
Short Description:
NodeXL via NodeXL http://bit.ly/31dGIf2
@nodexl
@mihkal
@chidambara09
@smr_foundation
@vivianfrancos
@firemanagent
@docassar
@nodexl_mktng
@connectedaction
@ronald_vanloon

Top hashtags:
#bigdata
#ai
#iot
#nodexl
#influencers
#datascience
#digital

Description:
Description
The graph represents a network of 1,493 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, 11 September 2019 at 02:56 UTC.

The requested start date was Tuesday, 10 September 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 23-hour, 19-minute period from Tuesday, 27 August 2019 at 00:41 UTC to Tuesday, 10 September 2019 at 00:00 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 : 1493
Unique Edges : 4417
Edges With Duplicates : 4921
Total Edges : 9338
Number of Edge Types : 3
Mentions : 9112
Replies to : 148
Tweet : 78
Self-Loops : 78
Reciprocated Vertex Pair Ratio : 0.0573496659242762
Reciprocated Edge Ratio : 0.108478146392838
Connected Components : 23
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1431
Maximum Edges in a Connected Component : 9248
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.118249
Graph Density : 0.00255751146099133
Modularity : 0.379255
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208019
[42] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207807
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207966
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207429
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208606
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208605
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208493
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208729
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207910
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181714

Top URLs in Tweet in G1:
[52] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208019
[41] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207807
[35] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207966
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207429
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208493
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208606
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208729
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=181714
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=183151
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=189036

Top URLs in Tweet in G2:
[11] https://courses.researchingsocialmedia.com/courses/social-media-digital-humanities-methods-approaches-for-social-scientists
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208605
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208278
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208185
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208230
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208732
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208926
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208494
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208742
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208908

Top URLs in Tweet in G3:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208883
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188397
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208638
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208148
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208772
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=201439
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209203
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208273
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=204944
[3] https://twitter.com/nodexl/status/1170354742255443968

Top URLs in Tweet in G4:
[4] https://www.linkedin.com/pulse/some-analyysi%C3%A4-helposti-ja-edullisesti-nodexl-case-mika-laiti/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209056
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209062
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209185
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209084
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207998
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=206596
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208481
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209184
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208483

Top URLs in Tweet in G5:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208605
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207429
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=177796
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207856
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208575
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208333
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208729
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207925
[1] https://twitter.com/i/web/status/1166655680134205441

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=123233
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207809
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208123
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208332
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=192144
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208019
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208230
[1] https://twitter.com/i/web/status/1167577179070324743
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208329
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185328

Top URLs in Tweet in G7:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207910
[8] https://twitter.com/ConnectedAction/status/1170708274401820673
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209094
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208189
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208346
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208131
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208786
[1] https://twitter.com/i/web/status/1169416951858225152
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209088
[1] https://twitter.com/i/web/status/1170524251624886272

Top URLs in Tweet in G8:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208612
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208907
[4] https://twitter.com/nodexl/status/1169441067319480320
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=178371
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=207524
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208061
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=209079
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208791
[1] https://twitter.com/i/web/status/1164529238059474944
[1] https://twitter.com/i/web/status/1167022473285656577

Top URLs in Tweet in G9:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208115
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=208942
[2] http://www.pewinternet.org/2014/02/20/mapping-twitter-topic-networks-from-polarized-crowds-to-community-clusters/
[1] https://wakelet.com/wake/c0828b31-a36a-4bc0-9aba-5ee02613151c

Top URLs in Tweet in G10:
[10] https://www.nordicid.com/resources/blog/iot-asset-management/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=145506
[1] https://twitter.com/i/web/status/1166381901101314050
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=197732

Top Domains
Top Domains in Tweet in Entire Graph:
[851] nodexlgraphgallery.org
[254] twitter.com
[15] nordicid.com
[11] researchingsocialmedia.com
[9] connectedworld.com
[7] forbes.com
[6] reuters.com
[6] zdnet.com
[5] linkedin.com
[5] crn.com

Top Domains in Tweet in G1:
[467] nodexlgraphgallery.org
[93] twitter.com
[5] nordicid.com
[4] convey.pro
[3] connectedworld.com
[3] wasteadvantagemag.com
[3] forbes.com
[2] crn.com
[1] reuters.com
[1] zdnet.com

Top Domains in Tweet in G2:
[130] nodexlgraphgallery.org
[52] twitter.com
[11] researchingsocialmedia.com
[5] youtube.com
[2] eventbrite.com
[2] vivianfrancos.com
[2] vimeo.com

Top Domains in Tweet in G3:
[67] nodexlgraphgallery.org
[32] twitter.com
[2] paper.li
[1] umd.edu
[1] cisco.com
[1] sagepub.com

Top Domains in Tweet in G4:
[40] nodexlgraphgallery.org
[14] twitter.com
[5] linkedin.com
[1] syke.fi
[1] hs.fi

Top Domains in Tweet in G5:
[39] nodexlgraphgallery.org
[20] twitter.com

Top Domains in Tweet in G6:
[24] nodexlgraphgallery.org
[7] twitter.com

Top Domains in Tweet in G7:
[38] nodexlgraphgallery.org
[14] twitter.com
[1] cisco.com

Top Domains in Tweet in G8:
[30] nodexlgraphgallery.org
[7] twitter.com

Top Domains in Tweet in G9:
[5] nodexlgraphgallery.org
[2] pewinternet.org
[1] wakelet.com

Top Domains in Tweet in G10:
[10] nordicid.com
[2] nodexlgraphgallery.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[206] bigdata
[139] ai
[118] iot
[78] nodexl
[55] influencers
[53] datascience
[52] digital
[52] digitaltransformation
[52] ml
[51] finserv



Top Hashtags in Tweet in G1:
[137] bigdata
[77] ai
[63] iot
[45] futureofwork
[41] finserv
[35] influencers
[35] algorithm
[31] machinelearning
[30] digitaltransformation
[29] datascience

Top Hashtags in Tweet in G2:
[33] inbound19
[24] nodexl
[13] apsa2019
[12] cmworld
[11] marketing
[11] phdchat
[10] socialmedia
[9] data
[9] ecrchat
[9] socailmedia

Top Hashtags in Tweet in G3:
[15] influencers
[13] ai
[9] bigdata
[7] fintech
[7] custserv
[6] inbound19
[6] finserv
[5] cybersecurity
[5] influencerpromotion
[5] influencer

Top Hashtags in Tweet in G4:
[4] maahanmuutto
[3] sote
[3] populismi
[3] rasismi
[3] readhour
[3] posti
[2] brexit
[2] ruokaakatemia
[2] mielenterveys
[2] rekry

Top Hashtags in Tweet in G5:
[10] inbound19
[7] bigdata
[6] ai
[6] iot
[4] datascience
[4] analytics
[4] machinelearning
[3] exchangestrong
[3] exchangeclub
[3] exchangefit

Top Hashtags in Tweet in G6:
[9] gifday
[6] hashtag
[4] bigdata
[4] ai
[4] dlindaba2019
[3] analytics
[3] datascience
[3] machinelearning
[3] paxwest
[3] paxwest2019

Top Hashtags in Tweet in G7:
[15] pafow
[11] hrtech
[9] nodexl
[7] ciscoimpact
[5] ciscose
[5] ensw
[3] bigdata
[3] ai
[3] wearecisco
[3] bethebridge

Top Hashtags in Tweet in G8:
[25] altc
[5] femedtech
[5] caschat
[4] gasta
[3] lthechat
[1] hourofcode
[1] microbit
[1] csedweek
[1] edtech
[1] computingadvent

Top Hashtags in Tweet in G9:
[11] esnchat
[5] nodexl
[1] wakelet

Top Hashtags in Tweet in G10:
[24] digital
[17] digitaltransformation
[14] innovation
[14] business
[14] globalization
[12] iot
[12] bigdata
[11] internetofthings
[5] influencers
[4] datascience

Top Words
Top Words in Tweet in Entire Graph:
[590] Words in Sentiment List#1: Positive
[35] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[22101] Non-categorized Words
[22726] Total Words
[1327] nodexl
[339] top
[329] mikequindazzi
[327] chidambara09
[320] ronald_vanloon

Top Words in Tweet in G1:
[583] nodexl
[261] ronald_vanloon
[252] mikequindazzi
[229] chidambara09
[185] gp_pulipaka
[180] top
[157] kirkdborne
[137] #bigdata
[113] fmfrancoise
[98] datascientist

Top Words in Tweet in G2:
[236] nodexl
[154] social
[75] new
[74] 30
[69] was3210
[64] media
[63] course
[62] digital
[62] humanities
[62] online

Top Words in Tweet in G3:
[214] nodexl
[121] grazytgrazynatt
[54] forbes
[54] andrewincontact
[53] marshacollier
[53] billquiseng
[53] hm_custserv
[53] accenture
[53] brfmote
[51] serve4impact

Top Words in Tweet in G4:
[44] nodexl
[18] mihkal
[12] top
[9] hashtags
[9] ambrowoll
[8] maripantsar
[7] ipeltonen
[7] keskusta
[6] sykeinfo
[6] tohtoriverkosto

Top Words in Tweet in G5:
[55] nodexl
[36] likely75463987
[28] drnikolova_rumi
[28] docassar
[27] beatricelacy
[26] chidambara09
[25] quinnqueens
[25] musicbydiamondj
[25] asotamusic
[24] rosatrunk

Top Words in Tweet in G6:
[33] nodexl
[15] top
[13] hashtags
[9] #gifday
[8] socialmediavcl
[8] niltonnavarro
[8] anaguerra
[8] fansnilton
[8] el_pais
[8] vivianfrancos

Top Words in Tweet in G7:
[52] nodexl
[25] martinhoyes
[18] top
[17] hrdigitalbe
[16] _hrtechnologist
[15] #pafow
[15] julez_norton
[14] david_green_uk
[13] connectedaction
[11] #hrtech

Top Words in Tweet in G8:
[49] nodexl
[25] #altc
[23] suebecks
[20] a_l_t
[17] sfaulknerpando
[16] warwicklanguage
[11] jisc
[11] sarahknight
[10] marendeepwell
[10] jessifer

Top Words in Tweet in G9:
[23] nodexl
[11] #esnchat
[8] erich13
[5] ritazonius
[5] esnchat
[5] let's
[5] hear
[5] asking
[5] another
[5] #nodexl

Top Words in Tweet in G10:
[26] top
[24] #digital
[20] ronald_vanloon
[17] #digitaltransformation
[15] more
[14] 8
[14] threats
[14] against
[14] ecommerce
[14] perimeterx

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[160] gp_pulipaka,ronald_vanloon
[125] top,hashtags
[122] nodexl,gp_pulipaka
[109] datascientist,nodexl
[84] #bigdata,nodexl
[75] chidambara09,kirkdborne
[74] top,10
[72] social,media
[72] fmfrancoise,datascientist
[67] digital,humanities

Top Word Pairs in Tweet in G1:
[146] gp_pulipaka,ronald_vanloon
[115] nodexl,gp_pulipaka
[98] datascientist,nodexl
[73] #bigdata,nodexl
[69] fmfrancoise,datascientist
[64] chidambara09,kirkdborne
[59] kirkdborne,gp_pulipaka
[58] nodexl,julez_norton
[58] julez_norton,alvinfoo
[58] alvinfoo,mikequindazzi

Top Word Pairs in Tweet in G2:
[64] social,media
[62] digital,humanities
[61] media,digital
[59] new,online
[59] 30,part
[59] part,course
[59] humanities,methods
[59] methods,approaches
[57] approaches,social
[57] social,scientists

Top Word Pairs in Tweet in G3:
[53] marshacollier,billquiseng
[53] hm_custserv,accenture
[53] accenture,brfmote
[51] brfmote,serve4impact
[51] serve4impact,marshacollier
[50] andrewincontact,nodexl
[50] nodexl,hm_custserv
[50] billquiseng,forbes
[48] grazytgrazynatt,andrewincontact
[48] forbes,ipfconlin

Top Word Pairs in Tweet in G4:
[9] top,hashtags
[4] ilmasto,nodexl
[4] meri_ja_ilmasto,liandersson
[4] liandersson,ipeltonen
[4] ipeltonen,maripantsar
[4] maripantsar,ilmatiede
[4] valggat2019,saamelaiset
[4] saamelaiset,saamelais
[4] saamelais,nodexl
[4] nodexl,biret

Top Word Pairs in Tweet in G5:
[24] drnikolova_rumi,quinnqueens
[24] quinnqueens,musicbydiamondj
[24] musicbydiamondj,asotamusic
[24] asotamusic,rosatrunk
[22] beatricelacy,drnikolova_rumi
[22] rosatrunk,babygo2014
[20] likely75463987,beatricelacy
[17] babygo2014,christiwalling
[14] docassar,vivianfrancos
[13] top,hashtags

Top Word Pairs in Tweet in G6:
[13] top,hashtags
[8] nodexl,socialmediavcl
[8] socialmediavcl,niltonnavarro
[8] niltonnavarro,anaguerra
[8] anaguerra,fansnilton
[8] fansnilton,el_pais
[7] #gifday,nodexl
[6] vivianfrancos,mapa
[6] mapa,interacciones
[6] interacciones,#hashtag

Top Word Pairs in Tweet in G7:
[16] hrdigitalbe,_hrtechnologist
[15] _hrtechnologist,julez_norton
[9] top,hashtags
[9] redthreadre,staciagarr
[9] staciagarr,aladamsen
[9] aladamsen,david_green_uk
[9] david_green_uk,#pafow
[9] #pafow,#nodexl
[9] #nodexl,thanks
[9] thanks,connectedaction

Top Word Pairs in Tweet in G8:
[20] #altc,nodexl
[20] nodexl,a_l_t
[15] nodexl,#altc
[13] sfaulknerpando,warwicklanguage
[11] suebecks,jisc
[10] warwicklanguage,marendeepwell
[10] a_l_t,jessifer
[7] a_l_t,suebecks
[7] jisc,sarahknight
[7] sarahknight,sfaulknerpando

Top Word Pairs in Tweet in G9:
[8] #esnchat,nodexl
[5] let's,hear
[5] hear,asking
[5] asking,another
[5] another,#nodexl
[5] #nodexl,nodexl
[5] nodexl,today's
[5] today's,#esnchat
[4] course,let's
[3] jhonig1,ailbertukfbard6

Top Word Pairs in Tweet in G10:
[14] 8,top
[14] top,threats
[14] threats,against
[14] against,ecommerce
[14] ecommerce,perimeterx
[14] perimeterx,#digital
[14] #digital,#digitaltransformation
[14] #digitaltransformation,#innovation
[14] #innovation,#business
[14] #business,#globalization

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@fmfrancoise
@was3210
@likely75463987
@kesterratcliff
@grazytgrazynatt
@topcybernews
@unosml
@ericpavlat
@silviakspiva

Top Replied-To in G1:
@nodexl
@fmfrancoise
@grazytgrazynatt
@docassar
@bigdata_joe
@pd_mobileapps
@feteoze54
@topcybernews
@social_molly
@angelhealthtech

Top Replied-To in G2:
@was3210
@unosml
@nodexl
@heidicohen
@nodexl_mktng
@starfeuri
@silviakspiva
@lenandlar
@karansh49546101
@metricool

Top Replied-To in G3:
@kesterratcliff
@nodexl
@ericpavlat
@fmfrancoise
@quantum_relic
@andrewincontact
@enricomolinari
@erich13
@chidambara09
@nodexl_mktng

Top Replied-To in G4:
@meri_ja_ilmasto
@savolainenminna
@kotus_tiedotus
@sakufra
@maripantsar
@joonaskontta

Top Replied-To in G5:
@likely75463987
@beatricelacy
@drnikolova_rumi
@samanpriyankar6
@evankirstel
@chidambara09
@spiritrider1
@llosalee

Top Replied-To in G6:
@palmerreport
@vivianfrancos

Top Replied-To in G7:
@topcybernews
@nodexl
@silviakspiva
@ravenintell
@redthreadre
@arobotti

Top Replied-To in G9:
@jhonig1

Top Mentioned
Top Mentioned in Entire Graph:
@nodexl
@chidambara09
@ronald_vanloon
@mikequindazzi
@gp_pulipaka
@kirkdborne
@fmfrancoise
@grazytgrazynatt
@forbes
@smr_foundation

Top Mentioned in G1:
@ronald_vanloon
@nodexl
@chidambara09
@mikequindazzi
@gp_pulipaka
@kirkdborne
@fmfrancoise
@forbes
@alvinfoo
@justbementalist

Top Mentioned in G2:
@nodexl
@was3210
@marismith
@inbound
@hubspot
@smr_foundation
@cutrer
@marc_smith
@unosml
@chidambara09

Top Mentioned in G3:
@nodexl
@grazytgrazynatt
@forbes
@marshacollier
@billquiseng
@hm_custserv
@accenture
@brfmote
@andrewincontact
@serve4impact

Top Mentioned in G4:
@mihkal
@ambrowoll
@ipeltonen
@maripantsar
@sykeinfo
@eijaniskanen1
@makrikali
@keskusta
@liandersson
@ilmatiede

Top Mentioned in G5:
@likely75463987
@drnikolova_rumi
@chidambara09
@beatricelacy
@quinnqueens
@musicbydiamondj
@asotamusic
@rosatrunk
@babygo2014
@docassar

Top Mentioned in G6:
@nodexl
@socialmediavcl
@niltonnavarro
@anaguerra
@fansnilton
@el_pais
@vivianfrancos
@chidambara09
@ipfconline1
@amato_subaru

Top Mentioned in G7:
@martinhoyes
@hrdigitalbe
@_hrtechnologist
@julez_norton
@david_green_uk
@connectedaction
@nodexl
@aladamsen
@staciagarr
@smr_foundation

Top Mentioned in G8:
@suebecks
@a_l_t
@nodexl
@sfaulknerpando
@warwicklanguage
@jisc
@sarahknight
@marendeepwell
@jessifer
@dompates

Top Mentioned in G9:
@nodexl
@erich13
@ritazonius
@esnchat
@jennifercreinin
@ailbertukfbard6
@joellegirton
@kellu
@jeffkross
@communitystash

Top Mentioned in G10:
@ronald_vanloon
@perimeterx
@nordicid
@claudiomkd
@nodexl
@samighazali
@williamstim
@jamesmarland
@katharina_lamsa

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@arkangelscrap
@easy_branches
@sectest9
@nosqldigest
@quibellpaul
@gamergeeknews
@alevergara78
@evankirstel
@startupsbot

Top Tweeters in G1:
@arkangelscrap
@sectest9
@nosqldigest
@gamergeeknews
@alevergara78
@chidambara09
@ottlegalrebels
@kstreet111
@pvalsfr
@thomasclone

Top Tweeters in G2:
@evankirstel
@frizemedia
@ageless_2u
@pfanderson
@etcanada
@mjoehlerich
@stephencgill
@ap
@madalynsklar
@doozy_45

Top Tweeters in G3:
@easy_branches
@startupsbot
@stevekrohn
@drjimmystar
@marshacollier
@jeffbullas
@edaccessible
@tripletsfan19
@janankerstjerne
@debraruh

Top Tweeters in G4:
@quibellpaul
@anselmonadir
@marytheluckyone
@ambrowoll
@miskap97
@impxyz
@koippari61
@semrise
@kestinen
@jmkorhonen

Top Tweeters in G5:
@marshawright
@jilliemary
@ssscoop475
@rosatrunk
@ludmarx1
@walmart
@beatricelacy
@tom__coleman
@edward733
@wxii

Top Tweeters in G6:
@safaricomplc
@el_pais
@citizentvkenya
@machinelearn_d
@kcbgroup
@tabbata
@subaru_76
@franzrusso
@amato_subaru
@watchmixer

Top Tweeters in G7:
@rwang0
@rickking16
@hrcurator
@holgermu
@dahowlett
@hrdigitalbe
@hyken
@salesforce
@vijaybankar
@sap_jarret

Top Tweeters in G8:
@scalarhumanity
@cleardiff
@warwicklanguage
@scottturneruon
@clcsimon
@scas
@suebecks
@jessifer
@markj_ohnson
@dompates

Top Tweeters in G9:
@barrywellman
@elsua
@srjf
@erich13
@dhinchcliffe
@raquelrecuero
@jeffkross
@jhonig1
@simongterry
@esnchat

Top Tweeters in G10:
@gezgintrk
@edimosip
@ianmcalvert
@enrirosasdiaz
@tibolds6
@claudiomkd
@adamsarwar
@abdulajmi
@freetoopt
@samighazali


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