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tech4good_2021-03-07_11-50-37.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2021
Short Description:
tech4good via NodeXL https://bit.ly/3qr3bky
@thepeopleshubuk
@fabriziobustama
@calumgrevers
@salhaj
@netsquared
@flashtweet
@neatebox
@education_24x7
@tblacktab
@ronald_vanloon

Top hashtags:
#tech4good
#tech
#innovation
#ai
#robotics
#tech4all
#iot
#inclusion

Description:
Description
The graph represents a network of 1,769 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 March 2021 at 19:52 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 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 13-day, 19-hour, 37-minute period from Saturday, 20 February 2021 at 05:08 UTC to Saturday, 06 March 2021 at 00:46 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 : 1769
Unique Edges : 1947
Edges With Duplicates : 4400
Total Edges : 6347
Number of Edge Types : 5
Mentions : 1543
MentionsInRetweet : 3270
Retweet : 1220
Tweet : 261
Replies to : 53
Self-Loops : 318
Reciprocated Vertex Pair Ratio : 0.0549342105263158
Reciprocated Edge Ratio : 0.10414717804802
Connected Components : 175
Single-Vertex Connected Components : 46
Maximum Vertices in a Connected Component : 1143
Maximum Edges in a Connected Component : 5169
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.320709
Graph Density : 0.00102538950093235
Modularity : 0.432048
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,769 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 March 2021 at 19:52 UTC.

The requested start date was Saturday, 06 March 2021 at 01:01 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 13-day, 19-hour, 37-minute period from Saturday, 20 February 2021 at 05:08 UTC to Saturday, 06 March 2021 at 00:46 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 : tech4good
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:
[15] https://entorno.jornadaonline.com/index.php/2021/03/02/citi-y-goldman-catapultan-el-bitcoin-posible-moneda-de-comercio-mundial/
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249804
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[11] https://www.eventbrite.com/e/coded-bias-la-tech4good-film-screening-and-225-discussion-tickets-139154939169
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249717
[9] https://www.youtube.com/watch?v=S7v8CzrC-jE&feature=youtu.be

[9] https://www.rewire.org/video-games-have-never-been-more-accessible/
[9] https://insights.dice.com/2021/02/17/make-accessibility-a-priority-when-developing-software/
[9] https://fossheim.io/writing/posts/apple-health-dataviz-a11y/
[9] https://www.gamespot.com/articles/xbox-is-expanding-its-accessibility-programs-in-gaming/1100-6487640/

Top URLs in Tweet in G1:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249804
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249717
[6] https://www.meetup.com/Tech4Good-Tampa/events/275907475/?utm_content=152841317&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[6] https://www.usine-digitale.fr/article/a-coups-de-labels-et-d-etudes-le-gouvernement-espere-maitriser-l-empreinte-environnementale-du-numerique.N1064029
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246911
[4] https://twitter.com/ThePeoplesHubUK/status/1353010076030808064
[4] https://www.technative.io/reducing-emissions-carbon-footprint-with-edge-computing/
[3] https://www.facebook.com/event_invite/ddwUroNkk/
[3] https://thepeopleshub.org/home

Top URLs in Tweet in G2:
[7] https://www.youtube.com/watch?v=S7v8CzrC-jE&feature=youtu.be

[7] https://www.passwordsfast.com/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249804
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249717
[1] https://www.mccourier.com/digital-transformation-in-healthcare-market-huge-growth-opportunities-and-trends-to-2026/amp/?__twitter_impression=true
[1] https://twitter.com/wevolverapp/status/1365103578587750403
[1] https://twitter.com/swisscognitive/status/1365952389497372673
[1] https://www.theguardian.com/media/2021/feb/28/taking-on-the-tech-giants-whether-its-the-cia-or-facebook-cori-crider-likes-a-fight
[1] https://www.techrepublic.com/article/saving-lives-with-3d-printing-seattle-childrens-hospital-is-using-printed-airways-to-transform-surgery/
[1] https://twitter.com/fabriziobustama/status/1365002765777387526

Top URLs in Tweet in G3:
[1] https://gf.me/u/zavdvb

Top URLs in Tweet in G4:
[2] https://www.wel-co.me/
[1] https://twitter.com/drmaryblack/status/1367515202686771200
[1] https://medium.com/impact-shakers/impact-shakers-city-guide-edinburgh-with-daisy-ford-downes-b5e649773b09
[1] https://twitter.com/depechistworld/status/1365632816415916036
[1] https://twitter.com/WelcoMe_CS
[1] https://twitter.com/WSAoffice/status/1367778373339131906
[1] https://www.mixcloud.com/TalkAbility/talkability-episode-2-gavin-neate/
[1] https://fb.watch/3XhDSD7A8V/
[1] http://www.wel-co.me/?utm_source=Social&utm_medium=New%20social%20media%20channels%2018.02.2021&utm_campaign=Sport%20England

Top URLs in Tweet in G5:
[7] https://www.ladn.eu/adn-business/news-business/actualites-annonceurs/epson-systeme-recyclage-papier-bureautique-economie-circulaire/
[6] https://www.maddyness.com/2021/02/23/murfy-reparation-electromenager/
[6] https://www.maddyness.com/2021/02/25/42-xavier-niel-ecole-gratuite-pour-former-les-agriculteurs-de-demain/
[5] https://techcrunch.com/2021/02/28/autonomous-drone-maker-skydio-raises-170m-led-by-andreessen-horowitz/
[3] https://www.usine-digitale.fr/article/a-coups-de-labels-et-d-etudes-le-gouvernement-espere-maitriser-l-empreinte-environnementale-du-numerique.N1064029
[1] https://www.don.fr/alice-product-designer-chez-geev-life/
[1] https://www.ladn.eu/adn-business/news-business/actualites-annonceurs/partenariat-appli-geev-auchan-dons-objets-nourriture-lutte-contre-gaspillage/
[1] https://boutique.kaizen-magazine.com/hors-serie/645-numero-special-numerique-responsable.html
[1] https://twitter.com/SolenneBLG/status/1367057275073015810
[1] https://www.youtube.com/watch?v=pF14VGnC4XA&feature=youtu.be


Top URLs in Tweet in G6:
[11] https://www.eventbrite.com/e/coded-bias-la-tech4good-film-screening-and-225-discussion-tickets-139154939169
[1] https://twitter.com/wearecommonally/status/1363956264846454787
[1] https://twitter.com/NatGeo/status/1363868468098043904
[1] https://www.nytimes.com/2020/10/12/technology/laptops-schools-digital-divide.html
[1] https://www.linkedin.com/slink?code=gaM7bSx
[1] https://twitter.com/CodedBias/status/1361420267298328577
[1] https://www.snfnostos.org/en/snf-conference-2021/

Top URLs in Tweet in G7:
[8] https://www.august.com.au/blog/3-ways-for-feds-to-lift-your-accessibility-game/
[7] https://www.gamespot.com/articles/xbox-is-expanding-its-accessibility-programs-in-gaming/1100-6487640/
[7] https://fossheim.io/writing/posts/apple-health-dataviz-a11y/
[7] https://insights.dice.com/2021/02/17/make-accessibility-a-priority-when-developing-software/
[7] https://www.rewire.org/video-games-have-never-been-more-accessible/
[3] https://www.ruhglobal.com/huawei-ruralstar-an-innovation-for-improving-the-economics-of-rural-connectivity-in-africa/
[1] https://www.indy100.com/news/captions-tiktok-disability-accessibility-campaign-b1798172
[1] https://twitter.com/huawei/status/1362681855179296770

Top URLs in Tweet in G8:
[2] https://www.linkedin.com/slink?code=eDGZUxP
[2] https://www.rewire.org/video-games-have-never-been-more-accessible/
[2] https://www.gamespot.com/articles/xbox-is-expanding-its-accessibility-programs-in-gaming/1100-6487640/
[2] https://fossheim.io/writing/posts/apple-health-dataviz-a11y/
[2] https://insights.dice.com/2021/02/17/make-accessibility-a-priority-when-developing-software/
[1] https://www.linkedin.com/slink?code=eP24y9D
[1] https://www.linkedin.com/slink?code=d8YN5Sp
[1] https://twitter.com/EU_Growth/status/1362045650314145797
[1] https://www.codex.com/worlds-top-50-innovators-2021-to-take-place-in-melbourne/
[1] https://www.youtube.com/watch?v=pEWUU7iJJhc


Top URLs in Tweet in G9:
[2] https://www.businesswest.co.uk/export/tech-for-good-south-west/usa
[1] https://www.youtube.com/watch?v=ydZa7I6f_q0&feature=youtu.be

[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DErlSxvzhJ3Y&q=EgS4SO-bGJmzz4EGIhkA8aeDS58Zuwjn-p5KGOX7Sr-sjgiSs8mgMgFy

Top URLs in Tweet in G10:
[1] https://economictimes.indiatimes.com/news/science/anti-viral-coating-on-face-masks-may-kill-coronavirus-uk-study-finds/articleshow/80910801.cms
[1] https://www.youtube.com/watch?v=kKCGn38scGA&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[77] twitter.com
[42] nodexlgraphgallery.org
[33] linkedin.com
[28] youtube.com
[16] maddyness.com
[15] jornadaonline.com
[14] meetup.com
[13] techsoup.org
[12] wellthatsinteresting.tech
[11] eventbrite.com

Top Domains in Tweet in G1:
[35] nodexlgraphgallery.org
[15] twitter.com
[13] techsoup.org
[13] youtube.com
[12] meetup.com
[6] usine-digitale.fr
[4] youtu.be
[4] technative.io
[4] maddyness.com
[3] facebook.com

Top Domains in Tweet in G2:
[7] nodexlgraphgallery.org
[7] youtube.com
[7] passwordsfast.com
[3] twitter.com
[2] techrepublic.com
[1] mccourier.com
[1] theguardian.com
[1] singularityhub.com

Top Domains in Tweet in G3:
[1] gf.me

Top Domains in Tweet in G4:
[4] twitter.com
[3] wel-co.me
[1] medium.com
[1] mixcloud.com
[1] fb.watch

Top Domains in Tweet in G5:
[12] maddyness.com
[8] ladn.eu
[5] techcrunch.com
[3] usine-digitale.fr
[2] twitter.com
[1] don.fr
[1] kaizen-magazine.com
[1] youtube.com

Top Domains in Tweet in G6:
[11] eventbrite.com
[3] twitter.com
[1] nytimes.com
[1] linkedin.com
[1] snfnostos.org

Top Domains in Tweet in G7:
[8] com.au
[7] gamespot.com
[7] fossheim.io
[7] dice.com
[7] rewire.org
[3] ruhglobal.com
[1] indy100.com
[1] twitter.com

Top Domains in Tweet in G8:
[17] linkedin.com
[4] twitter.com
[4] socialware.be
[2] rewire.org
[2] gamespot.com
[2] fossheim.io
[2] dice.com
[2] techsoup.nl
[1] codex.com
[1] youtube.com

Top Domains in Tweet in G9:
[2] co.uk
[1] youtube.com
[1] google.com

Top Domains in Tweet in G10:
[1] indiatimes.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[916] tech4good
[122] tech
[121] innovation
[106] ai
[101] robotics
[93] tech4all
[84] iot
[82] inclusion
[80] accessibility
[78] pwd



Top Hashtags in Tweet in G1:
[149] tech4good
[37] nptech
[32] adasarmy
[28] innovation
[22] nonprofits
[22] thepeopleshub
[21] socialmedia4socialgood
[20] ai
[18] nonprofit
[18] tech

Top Hashtags in Tweet in G2:
[152] tech4good
[77] robotics
[67] ai
[67] tech
[63] iot
[60] 5g
[59] innovation
[52] socialmedia
[33] futureofwork
[29] datascience

Top Hashtags in Tweet in G3:
[15] tech4good
[14] disabilitytwitter
[14] duchenne
[14] musculardystrophy
[14] housing4all
[13] a11y
[12] thefutureisaccessible
[11] independentliving
[8] edinburgh
[7] accessislove

Top Hashtags in Tweet in G4:
[22] buttonapp
[19] welcomeapp
[19] tech4good
[9] socialgood
[8] highgrowth
[6] nhsscotland
[6] worldsummitaward2020
[6] inclusion
[6] empowerment
[4] highstreet

Top Hashtags in Tweet in G5:
[17] coupdeflash
[13] techforgood
[8] tech4good
[8] startup
[7] inspiration
[6] hectar
[5] drone
[4] partenariat
[4] gaspillage
[4] numérique

Top Hashtags in Tweet in G6:
[13] codedbias
[5] tech4good
[4] lidar
[4] autonomous
[4] accessible
[4] opensource
[4] facialrecognition
[2] algorithms
[2] ai
[1] toolkit

Top Hashtags in Tweet in G7:
[67] pwd
[64] accessibility
[64] tech4all
[63] inclusion
[62] disabilityinclusion
[51] tech4good
[21] gamingforall
[14] feds
[14] accessibletech
[14] xbox

Top Hashtags in Tweet in G8:
[60] tech4good
[10] accessibility
[9] inclusion
[9] pwd
[9] disabilityinclusion
[9] tech4all
[8] nptech
[7] innovation
[5] smartretail
[5] impactsocial

Top Hashtags in Tweet in G9:
[90] tech4good
[33] swt4g2021
[30] techforgood
[30] usa
[17] exportingisgreat
[14] uk
[11] trade
[10] covid
[9] innovation
[6] india

Top Hashtags in Tweet in G10:
[24] womenintech
[12] tech
[12] tech4good
[8] careerintech
[5] ai
[5] bigdata
[5] artificialintelligence
[5] 5g
[5] 100daysofcode
[5] python

Top Words
Top Words in Tweet in Entire Graph:
[919] #tech4good
[193] thepeopleshubuk
[157] calumgrevers
[156] support
[141] googleexpertuk
[140] helping
[139] fabriziobustama
[134] building
[132] home
[131] living

Top Words in Tweet in G1:
[186] thepeopleshubuk
[149] #tech4good
[141] googleexpertuk
[118] womenwholead2
[77] themissnicolina
[74] debjshaw
[72] housingfirstire
[71] chrisawatson_
[70] netsquared
[62] techsoup

Top Words in Tweet in G2:
[152] #tech4good
[111] fabriziobustama
[77] #robotics
[67] #ai
[67] #tech
[63] #iot
[60] #5g
[59] #innovation
[52] #socialmedia
[47] rocki

Top Words in Tweet in G3:
[126] support
[126] fight
[126] independent
[126] living
[126] helping
[126] raise
[126] 30k
[126] deposit
[126] home
[126] building

Top Words in Tweet in G4:
[54] neatebox
[44] button
[28] winning
[22] try
[22] positioning
[22] yourself
[22] correctly
[22] pressing
[22] award
[22] free

Top Words in Tweet in G5:
[28] flashtweet
[17] #coupdeflash
[13] âƒ
[13] france
[13] non
[13] #techforgood
[13] n'est
[13] effet
[13] mode
[13] mais

Top Words in Tweet in G6:
[20] codedbias
[19] latech4good
[16] watch
[14] week
[13] #codedbias
[10] documentary
[10] online
[10] jovialjoy
[10] opens
[10] question

Top Words in Tweet in G7:
[67] #pwd
[64] #accessibility
[63] #inclusion
[62] #disabilityinclusion
[61] #tech4all
[51] #tech4good
[21] #gamingforall
[19] debraruh
[14] ways
[14] #feds

Top Words in Tweet in G8:
[60] #tech4good
[10] #accessibility
[9] #inclusion
[9] #pwd
[9] #disabilityinclusion
[9] #tech4all
[8] #nptech
[7] #innovation
[5] more
[5] smart'bab

Top Words in Tweet in G9:
[90] #tech4good
[71] mission
[67] trade
[48] virtual
[46] tradegovuk_sw
[41] week
[37] programme
[33] #swt4g2021
[32] day
[30] #techforgood

Top Words in Tweet in G10:
[25] joinmultiverse
[24] #womenintech
[17] career
[16] tech
[12] #tech
[12] #tech4good
[11] developing
[11] look
[11] free
[11] coding

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[129] support,fight
[129] fight,independent
[129] independent,living
[129] living,helping
[129] helping,raise
[129] raise,30k
[129] 30k,deposit
[129] deposit,home
[129] home,building
[129] building,adaptations

Top Word Pairs in Tweet in G1:
[71] chrisawatson_,womenwholead2
[71] womenwholead2,themissnicolina
[71] themissnicolina,debjshaw
[66] housingfirstire,googleexpertuk
[66] googleexpertuk,chrisawatson_
[46] googleexpertuk,womenwholead2
[46] drugfam,fabfunfood
[46] fabfunfood,zophilpott
[46] zophilpott,adatheshow
[46] adatheshow,cgarside

Top Word Pairs in Tweet in G2:
[60] #iot,#5g
[47] #ai,#robotics
[47] #robotics,#iot
[47] #5g,#innovation
[40] #innovation,#tech4good
[38] rocki,robot
[38] robot,companion
[38] companion,pets
[38] pets,pro_robots
[38] pro_robots,#ai

Top Word Pairs in Tweet in G3:
[126] support,fight
[126] fight,independent
[126] independent,living
[126] living,helping
[126] helping,raise
[126] raise,30k
[126] 30k,deposit
[126] deposit,home
[126] home,building
[126] building,adaptations

Top Word Pairs in Tweet in G4:
[22] try,positioning
[22] positioning,yourself
[22] yourself,correctly
[22] correctly,pressing
[22] pressing,button
[22] button,award
[22] award,winning
[22] winning,free
[22] free,#buttonapp
[22] #buttonapp,presses

Top Word Pairs in Tweet in G5:
[13] non,#techforgood
[13] #techforgood,n'est
[13] n'est,effet
[13] effet,mode
[13] mode,mais
[13] mais,vraie
[13] vraie,vague
[13] vague,fond
[13] fond,retrouvez
[13] retrouvez,initiatives

Top Word Pairs in Tweet in G6:
[16] watch,codedbias
[11] latech4good,watch
[10] codedbias,documentary
[10] documentary,week
[10] week,online
[10] online,jovialjoy
[10] jovialjoy,opens
[10] opens,question
[10] question,mean
[4] mayoclinic,#lidar

Top Word Pairs in Tweet in G7:
[62] #pwd,#disabilityinclusion
[50] #inclusion,#pwd
[48] #tech4all,#tech4good
[29] #disabilityinclusion,#tech4all
[14] ways,#feds
[14] #feds,lift
[14] lift,#accessibility
[14] #accessibility,game
[14] game,august
[14] august,#inclusion

Top Word Pairs in Tweet in G8:
[9] #pwd,#disabilityinclusion
[9] #tech4all,#tech4good
[7] #inclusion,#pwd
[6] #disabilityinclusion,#tech4all
[5] #tech4good,#smartretail
[5] #smartretail,#impactsocial
[4] #impactsocial,#villagesconnectes
[4] #tech4good,#techsoup
[4] #ngos,#npos
[4] #tech4good,#nptech

Top Word Pairs in Tweet in G9:
[67] trade,mission
[46] virtual,trade
[37] #tech4good,programme
[34] programme,tradegovuk_sw
[23] #swt4g2021,#tech4good
[23] mission,#tech4good
[20] tradegovuk_sw,bw_businesswest
[19] week,re
[18] #tech4good,trade
[17] mission,#usa

Top Word Pairs in Tweet in G10:
[10] join,explore
[10] explore,many
[10] many,possible
[10] possible,paths
[10] paths,successful
[10] successful,career
[10] career,#womenintech
[10] #womenintech,behind
[10] behind,scenes
[9] joinmultiverse,join

Top Replied-To
Top Replied-To in Entire Graph:
@housingfirstuk
@sdfutures
@thepeopleshubuk
@lovefoodlifego
@housingfirstire
@cnbctv18news
@vodafonein_fdtn
@aconnectednorth
@un_uniteideas
@circulor1

Top Replied-To in G1:
@housingfirstuk
@housingfirstire
@lovefoodlifego
@thepeopleshubuk
@vodafonein_fdtn
@cnbctv18news
@googleexpertuk
@plantswatch1

Top Replied-To in G2:
@margaretsiegien
@bimedotcom
@heinzvhoenen

Top Replied-To in G4:
@speedysticks007
@josierones
@willowproject1

Top Replied-To in G5:
@solenneblg

Top Replied-To in G6:
@latech4good

Top Replied-To in G7:
@chillibean2018

Top Replied-To in G9:
@ocean3duk
@ameetavirk

Top Mentioned
Top Mentioned in Entire Graph:
@thepeopleshubuk
@calumgrevers
@googleexpertuk
@fabriziobustama
@womenwholead2
@themissnicolina
@debjshaw
@chrisawatson_
@housingfirstire
@neatebox

Top Mentioned in G1:
@thepeopleshubuk
@googleexpertuk
@womenwholead2
@themissnicolina
@debjshaw
@chrisawatson_
@housingfirstire
@netsquared
@techsoup
@adatheshow

Top Mentioned in G2:
@fabriziobustama
@pro_robots
@fmfrancoise
@albertoemachado
@vivianfrancos
@wef
@nasa
@glengilmore
@haroldsi
@tewoz

Top Mentioned in G3:
@calumgrevers

Top Mentioned in G4:
@neatebox
@depechistworld
@welcome_cs
@gavinneate
@joelycett
@sport_england
@tnluk
@josierones
@deafchefsam
@asknationwide

Top Mentioned in G5:
@flashtweet
@femmesdunum
@ladn_eu
@epson_fr
@murfyfr
@bymadd
@xavier75
@bym
@skydiohq
@techcrunch

Top Mentioned in G6:
@latech4good
@codedbias
@jovialjoy
@mayoclinic
@joespeeds
@adlin
@asu
@rachelrwhaley
@mathsandenglish
@merbroussard

Top Mentioned in G7:
@debraruh
@ruhglobal
@neilmilliken
@toymaker2
@chillibean2018
@debrar
@wearablesexpert
@huaweiusa
@jazzambiong

Top Mentioned in G9:
@tradegovuk_sw
@valuexd
@bw_businesswest
@ameetavirk
@ukinboston
@kirstenchambers
@tradegovuk
@hcidigital
@bw_business
@ukinusa

Top Mentioned in G10:
@joinmultiverse
@youemployeduk
@moniquejmorrow
@techlif70142330
@martyrdison
@lieselvaidya
@ledahealthco
@shirlyvalge
@cambridge_uni
@_hehop

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@tesco
@sectest9
@chidambara09
@femtech_
@evankirstel
@chilhon2016lap
@lorimoreno
@le_figaro
@guardian

Top Tweeters in G1:
@googleexpertuk
@lilachbullock
@marshacollier
@trendsinai
@drumeshprabhu
@historylvrsclub
@japamahatma
@cheekyvimto13
@fabriciosx
@wsoctv

Top Tweeters in G2:
@sectest9
@lorimoreno
@guardian
@cybersecurityn8
@ssxman2
@bot_innovation
@nicochan33
@shicooks
@hubofml
@rwang0

Top Tweeters in G3:
@chilhon2016lap
@laurahennesse11
@robinpaulinman
@seafoamghost
@spottlessmarxx
@stimmyskye
@fromsarahlex
@shonalouiseblog
@patriciasbooks
@ellexmay

Top Tweeters in G4:
@tesco
@asknationwide
@dazza70smith
@tnluk
@safc4ever
@addressinglife
@axschat
@ducktapepr
@speedysticks007
@depechistworld

Top Tweeters in G5:
@lesguer_lionel
@techcrunch
@botstreamer
@mallys_
@franckypedia
@julienbecker100
@altaide_jf
@jcstrich
@essec
@jeancayeux

Top Tweeters in G6:
@ml_tweet_bot
@discovertech3
@lgus
@discriminantbot
@aarp
@opensource_orgs
@mayoclinic
@princeton
@michelebraphael
@asu

Top Tweeters in G7:
@akwyz
@jacobussystems
@debraruh
@luzrocorredor
@asieduedmund
@neilmilliken
@thepennycott
@chillibean2018
@cjones123831
@_atanas_

Top Tweeters in G8:
@theredelm
@teckvado
@iam_thepaulina
@huaweideviceusa
@optimaldesignco
@delltechfrance
@makerble
@noaharper
@andreasbergsted
@thecookieshq

Top Tweeters in G9:
@bw_business
@bluemeanie10
@chriswoodpz
@ukinusa
@tradegovuk
@bw_businesswest
@sageness77
@plutocero
@bgazet
@tradegovuk_sw

Top Tweeters in G10:
@femtech_
@pfanderson
@devvibesbot
@scalarhumanity
@djangobot_
@coderretweet
@botfemale
@100daysof2020
@markj_ohnson
@codingninjabot