tech4good, Twitter, 2/28/2021 9:47:59 PM, 249804


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tech4good_2021-02-28_11-50-37.xlsx
tech4good_2021-02-28_11-50-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 28, 2021
Short Description:
tech4good via NodeXL https://bit.ly/3kx6CVn
@fabriziobustama
@gigadgets_
@thepeopleshubuk
@calumgrevers
@netsquared
@ronald_vanloon
@salhaj
@techsoup
@neatebox
@flashtweet

Top hashtags:
#tech4good
#tech
#robotics
#engineering
#machine
#innovation
#techforgood
#iot

Description:
Description
The graph represents a network of 2,118 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, 28 February 2021 at 19:52 UTC.

The requested start date was Saturday, 27 February 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, 52-minute period from Saturday, 13 February 2021 at 05:08 UTC to Saturday, 27 February 2021 at 01:00 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 : 2118
Unique Edges : 2122
Edges With Duplicates : 5171
Total Edges : 7293
Number of Edge Types : 5
Mentions : 1469
Retweet : 1676
MentionsInRetweet : 3809
Tweet : 287
Replies to : 52
Self-Loops : 346
Reciprocated Vertex Pair Ratio : 0.0418592008698016
Reciprocated Edge Ratio : 0.0803548134620402
Connected Components : 164
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1425
Maximum Edges in a Connected Component : 5966
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.113933
Graph Density : 0.000854854112778296
Modularity : 0.454908
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,118 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, 28 February 2021 at 19:52 UTC.

The requested start date was Saturday, 27 February 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, 52-minute period from Saturday, 13 February 2021 at 05:08 UTC to Saturday, 27 February 2021 at 01:00 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".

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:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[11] https://www.ruhglobal.com/huawei-ruralstar-an-innovation-for-improving-the-economics-of-rural-connectivity-in-africa/
[11] https://www.eventbrite.com/e/coded-bias-la-tech4good-film-screening-and-225-discussion-tickets-139154939169
[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/
[9] https://www.indy100.com/news/captions-tiktok-disability-accessibility-campaign-b1798172
[9] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/#/
[9] https://www.usine-digitale.fr/article/a-coups-de-labels-et-d-etudes-le-gouvernement-espere-maitriser-l-empreinte-environnementale-du-numerique.N1064029
[9] https://www.youtube.com/watch?v=S7v8CzrC-jE&feature=youtu.be

[9] https://codedbias0225.eventbrite.com/

Top URLs in Tweet in G1:
[1] https://www.forbes.com/sites/sap/2021/01/25/with-over-24-million-downloads-germanys-covid-19-app-helps-break-the-infection-chain/?sh=5767538f71cf

Top URLs in Tweet in G2:
[28] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[8] https://www.youtube.com/watch?v=S7v8CzrC-jE&feature=youtu.be

[7] https://www.passwordsfast.com/
[6] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/#/
[3] https://www.facebook.com/event_invite/ddwUroNkk/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246911
[3] https://www.wel-co.me/sportengland?utm_source=Social&utm_medium=Sport%20England%2018.02.2021&utm_campaign=Sport%20England
[3] https://www.myambar.org:443/
[2] https://blog.techsoup.org/posts/7-steps-to-prepare-for-an-effective-nonprofit-facebook-ad-campaign?utm_content=153434563&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://twitter.com/ThePeoplesHubUK/status/1346192899252383745

Top URLs in Tweet in G3:
[5] https://twitter.com/ThePeoplesHubUK/status/1346192899252383745
[3] https://twitter.com/ThePeoplesHubUK/status/1359495002292948993
[2] https://twitter.com/ThePeoplesHubUK/status/1355186055444627460
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[2] https://thepeopleshub.org/home
[2] https://www.youtube.com/watch?v=DMyMi09Lk04&feature=youtu.be

[1] https://twitter.com/ThePeoplesHubUK/status/1353010076030808064
[1] https://twitter.com/ThePeoplesHubUK/status/1353346867741007872
[1] https://twitter.com/PlantSwatch1/status/1276250275586736128
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246911

Top URLs in Tweet in G4:
[3] https://instagram.com/calumgrevers
[2] https://gf.me/u/zavdvb

Top URLs in Tweet in G5:
[9] https://www.usine-digitale.fr/article/a-coups-de-labels-et-d-etudes-le-gouvernement-espere-maitriser-l-empreinte-environnementale-du-numerique.N1064029
[8] https://www.maddyness.com/2021/02/23/murfy-reparation-electromenager/
[7] https://www.maddyness.com/2021/02/25/42-xavier-niel-ecole-gratuite-pour-former-les-agriculteurs-de-demain/
[7] https://www.usine-digitale.fr/article/founders-future-reunit-50-millions-d-euros-pour-structurer-les-projets-et-l-ecosysteme-tech-for-good.N1060494
[7] https://www.maddyness.com/2021/02/16/mavoie-jeunes-travailleurs-precaires-emploi/
[2] https://chat.vizir.co/adabot-socialbuilder
[1] https://www.youtube.com/watch?v=pF14VGnC4XA&feature=youtu.be

[1] https://www.linkedin.com/slink?code=grWxsFR
[1] https://twitter.com/flashtweet/status/1361199842534567937
[1] https://twitter.com/flashtweet/status/1361924622963376128

Top URLs in Tweet in G6:
[11] https://www.ruhglobal.com/huawei-ruralstar-an-innovation-for-improving-the-economics-of-rural-connectivity-in-africa/
[9] https://www.indy100.com/news/captions-tiktok-disability-accessibility-campaign-b1798172
[9] https://www.gamespot.com/articles/xbox-is-expanding-its-accessibility-programs-in-gaming/1100-6487640/
[9] https://fossheim.io/writing/posts/apple-health-dataviz-a11y/
[8] https://www.august.com.au/blog/3-ways-for-feds-to-lift-your-accessibility-game/
[1] https://twitter.com/huawei/status/1362681855179296770
[1] https://www.linkedin.com/slink?code=ddxM3px
[1] https://www.linkedin.com/slink?code=dYWNrr9

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248664
[1] https://zoom.us/meeting/register/tJctdeGoqzgiGdasGME_b0q0h_8qy-lW40_U
[1] https://twitter.com/mbfxc/status/1361119473638457345
[1] https://robtiffany.com/sdg3-ensure-healthy-lives-and-promote-well-being-for-all-at-all-ages/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://robtiffany.com/sdg5-achieve-gender-equality-and-empower-all-women-and-girls/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://robtiffany.com/sdg14-conserve-and-sustainably-use-the-oceans-seas-and-marine-resources-for-sustainable-development/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.linkedin.com/slink?code=dMw-btk
[1] https://twitter.com/missDeshna/status/1361340159254425600
[1] https://twitter.com/digcitinstitute/status/1361347719424593921
[1] https://www.thegivingmachine.co.uk/ways-to-give/#mobile

Top URLs in Tweet in G8:
[11] https://www.eventbrite.com/e/coded-bias-la-tech4good-film-screening-and-225-discussion-tickets-139154939169
[9] https://codedbias0225.eventbrite.com/
[5] https://wellthatsinteresting.tech/technology-design-to-deliver-un-sdgs-be-good-ancestors/
[3] https://wellthatsinteresting.tech/confirmed-tech-with-purpose-interviews/
[3] https://wellthatsinteresting.tech/iot-protects-water-ai-microbes-printing-lungs/
[3] https://wellthatsinteresting.tech/what-is-tech-for-good-examples/
[2] https://wellthatsinteresting.tech/submit-technology-with-purpose-news/
[1] https://commonvoice.mozilla.org/en
[1] http://www.coyotebroad.com/vvbook.shtml
[1] http://coyotecommunications.com/coyoteblog/2021/02/resources-from-my-time-at-united-nations-volunteers/

Top URLs in Tweet in G9:
[2] https://www.eventbrite.ca/e/tech4good-smart-solutions-to-homelessness-in-the-bay-area-tickets-140881182409
[1] https://twitter.com/Krupali_Sanghvi/status/1359405376291016705
[1] https://twitter.com/DiyaGupta2127/status/1363479212162654209
[1] https://twitter.com/DiyaGupta2127/status/1364112216526446593
[1] https://twitter.com/DiyaGupta2127/status/1364108776777818113

Top URLs in Tweet in G10:
[3] https://www.businesswest.co.uk/export/tech-for-good-south-west/usa
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DErlSxvzhJ3Y&q=EgS4SO-bGJmzz4EGIhkA8aeDS58Zuwjn-p5KGOX7Sr-sjgiSs8mgMgFy

Top Domains
Top Domains in Tweet in Entire Graph:
[91] twitter.com
[37] nodexlgraphgallery.org
[33] linkedin.com
[27] techsoup.org
[27] youtube.com
[23] maddyness.com
[20] eventbrite.com
[16] usine-digitale.fr
[16] wellthatsinteresting.tech
[11] ruhglobal.com

Top Domains in Tweet in G1:
[1] forbes.com

Top Domains in Tweet in G2:
[33] nodexlgraphgallery.org
[19] techsoup.org
[19] twitter.com
[16] youtube.com
[7] passwordsfast.com
[6] meetup.com
[5] wel-co.me
[3] youtu.be
[3] netsquared.org
[3] facebook.com

Top Domains in Tweet in G3:
[17] twitter.com
[4] youtube.com
[3] nodexlgraphgallery.org
[2] thepeopleshub.org
[1] ethicalconsumer.org
[1] findingada.com
[1] snfnostos.org
[1] washingtonpost.com

Top Domains in Tweet in G4:
[3] instagram.com
[2] gf.me

Top Domains in Tweet in G5:
[22] maddyness.com
[16] usine-digitale.fr
[2] vizir.co
[2] twitter.com
[1] youtube.com
[1] linkedin.com

Top Domains in Tweet in G6:
[11] ruhglobal.com
[9] indy100.com
[9] gamespot.com
[9] fossheim.io
[8] com.au
[2] linkedin.com
[1] twitter.com

Top Domains in Tweet in G7:
[3] twitter.com
[3] robtiffany.com
[1] nodexlgraphgallery.org
[1] zoom.us
[1] linkedin.com
[1] co.uk

Top Domains in Tweet in G8:
[20] eventbrite.com
[16] wellthatsinteresting.tech
[5] twitter.com
[5] linkedin.com
[3] coyotebroad.com
[2] coyotecommunications.com
[2] nasa.gov
[1] mozilla.org
[1] techsoup.org
[1] nytimes.com

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

Top Domains in Tweet in G10:
[3] co.uk
[1] google.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1335] tech4good
[515] tech
[479] robotics
[410] engineering
[409] machine
[150] innovation
[93] techforgood
[87] iot
[83] tech4all
[80] ai



Top Hashtags in Tweet in G1:
[397] tech4good
[395] engineering
[395] robotics
[394] machine
[391] tech
[14] plasticfree
[14] sdgs
[14] sustainability
[14] recycling
[9] innovation

Top Hashtags in Tweet in G2:
[282] tech4good
[102] innovation
[95] tech
[81] robotics
[79] iot
[74] 5g
[64] ai
[40] nptech
[37] socialmedia
[35] futureofwork

Top Hashtags in Tweet in G3:
[35] tech4good
[21] adasarmy
[11] thepeopleshub
[10] socialmedia4socialgood
[8] adalovelace
[6] foodrescue
[5] amyvarle
[4] homelessness
[4] patmorgan
[4] technology

Top Hashtags in Tweet in G4:
[19] tech4good
[16] thefutureisaccessible
[14] duchenne
[14] musculardystrophy
[14] housing4all
[10] disabilitytwitter
[9] edinburgh
[7] disability
[7] a11y
[5] accessibility

Top Hashtags in Tweet in G5:
[22] coupdeflash
[22] flashtweet
[19] tech4good
[19] techforgood
[16] alaune
[13] numérique
[12] hello
[12] followers
[9] france
[9] tf1

Top Hashtags in Tweet in G6:
[59] tech4all
[58] pwd
[55] tech4good
[50] accessibility
[47] inclusion
[37] disabilityinclusion
[14] feds
[14] accessibletech
[13] disabled
[13] tiktokers

Top Hashtags in Tweet in G7:
[30] tech4good
[28] digcitimpact
[14] globalimpactor
[14] globalgoals
[12] usetech4good
[6] unitednations
[6] sustainabledevelopment
[5] sdgs
[4] blacktech
[4] grants

Top Hashtags in Tweet in G8:
[35] tech4good
[17] techforgood
[17] codedbias
[11] techwithpurpose
[11] facialrecognition
[9] smartaid
[8] tech
[8] technology
[8] innovation
[7] permaculture

Top Hashtags in Tweet in G9:
[19] ease4peace
[14] tech4good
[5] loveforhumanity
[5] dogood
[4] e2
[4] wethechangemakers
[4] socialgood
[3] humanrights
[2] microsoftedu
[2] wearechangemakers

Top Hashtags in Tweet in G10:
[90] tech4good
[32] swt4g2021
[26] usa
[26] techforgood
[20] exportingisgreat
[16] trade
[11] tech
[10] uk
[9] covid
[7] ntlf2021

Top Words
Top Words in Tweet in Entire Graph:
[1338] #tech4good
[520] #tech
[479] #robotics
[447] gigadgets_
[411] transforming
[410] staircase
[410] wheelchair
[410] #engineering
[409] convenience
[409] #machine

Top Words in Tweet in G1:
[408] gigadgets_
[397] #tech4good
[395] #engineering
[395] #robotics
[394] transforming
[394] staircase
[394] wheelchair
[394] convenience
[394] #machine
[392] #tech

Top Words in Tweet in G2:
[282] #tech4good
[134] fabriziobustama
[102] #innovation
[95] #tech
[81] #robotics
[79] #iot
[74] #5g
[73] neatebox
[71] fmfrancoise
[69] netsquared

Top Words in Tweet in G3:
[103] thepeopleshubuk
[94] googleexpertuk
[81] womenwholead2
[56] themissnicolina
[54] housingfirstire
[54] chrisawatson_
[54] debjshaw
[38] housingfirstuk
[35] #tech4good
[31] adatheshow

Top Words in Tweet in G4:
[151] support
[151] fight
[151] independent
[151] living
[151] deposit
[151] home
[151] building
[151] adaptations
[150] helping
[150] raise

Top Words in Tweet in G5:
[30] flashtweet
[22] #coupdeflash
[22] #flashtweet
[19] #tech4good
[19] #techforgood
[19] socialbuilder
[16] #alaune
[16] aide
[14] adabot
[13] #numérique

Top Words in Tweet in G6:
[59] #tech4all
[58] #pwd
[55] #tech4good
[50] #accessibility
[47] #inclusion
[37] #disabilityinclusion
[17] read
[17] blog
[17] huawei
[17] ruralstar

Top Words in Tweet in G7:
[30] #tech4good
[28] #digcitimpact
[17] x4impact
[17] program
[17] digital
[15] students
[14] register
[14] join
[14] 1st
[14] group

Top Words in Tweet in G8:
[35] #tech4good
[35] codedbias
[29] latech4good
[26] watch
[26] week
[25] more
[20] join
[19] find
[17] #techforgood
[17] #codedbias

Top Words in Tweet in G9:
[19] #ease4peace
[14] #tech4good
[9] diyagupta2127
[9] student
[9] ambassadors
[9] love
[8] benetech
[8] campaign
[8] being
[7] join

Top Words in Tweet in G10:
[90] #tech4good
[70] mission
[62] trade
[49] virtual
[49] tradegovuk_sw
[41] week
[41] programme
[35] bw_businesswest
[32] #swt4g2021
[31] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[421] #tech4good,#tech
[410] staircase,wheelchair
[409] transforming,staircase
[409] wheelchair,convenience
[409] convenience,gigadgets_
[405] gigadgets_,#engineering
[405] #engineering,#machine
[405] #machine,#robotics
[404] #robotics,#tech4good
[395] ronald_vanloon,transforming

Top Word Pairs in Tweet in G1:
[394] transforming,staircase
[394] staircase,wheelchair
[394] wheelchair,convenience
[394] convenience,gigadgets_
[390] gigadgets_,#engineering
[390] #engineering,#machine
[390] #machine,#robotics
[389] #robotics,#tech4good
[389] #tech4good,#tech
[383] ronald_vanloon,transforming

Top Word Pairs in Tweet in G2:
[74] #iot,#5g
[64] #innovation,#tech4good
[37] #ai,#robotics
[36] #tech,#tech4good
[35] rocki,robot
[35] robot,companion
[35] companion,pets
[35] pets,pro_robots
[35] pro_robots,#ai
[35] #robotics,#iot

Top Word Pairs in Tweet in G3:
[54] chrisawatson_,womenwholead2
[54] womenwholead2,themissnicolina
[54] themissnicolina,debjshaw
[52] housingfirstire,googleexpertuk
[52] googleexpertuk,chrisawatson_
[36] thepeopleshubuk,housingfirstuk
[29] debjshaw,theremarkablz
[27] googleexpertuk,womenwholead2
[27] drugfam,fabfunfood
[27] fabfunfood,zophilpott

Top Word Pairs in Tweet in G4:
[151] support,fight
[151] fight,independent
[151] independent,living
[151] deposit,home
[151] home,building
[151] building,adaptations
[150] living,helping
[150] helping,raise
[150] raise,30k
[150] 30k,deposit

Top Word Pairs in Tweet in G5:
[16] flashtweet,#coupdeflash
[12] #hello,mes
[12] mes,#followers
[12] aujourd,hui
[12] non,#techforgood
[12] #techforgood,n'est
[12] n'est,effet
[12] effet,mode
[12] mode,mais
[12] mais,vraie

Top Word Pairs in Tweet in G6:
[46] #inclusion,#pwd
[41] #tech4all,#tech4good
[37] #pwd,#disabilityinclusion
[21] #disabilityinclusion,#tech4all
[17] read,blog
[17] blog,huawei
[17] huawei,ruralstar
[17] ruralstar,innovation
[17] innovation,improving
[17] improving,economics

Top Word Pairs in Tweet in G7:
[14] register,join
[14] join,1st
[14] 1st,group
[14] group,#globalimpactor
[14] #globalimpactor,students
[14] students,part
[14] part,#digcitimpact
[14] #digcitimpact,program
[14] program,friday
[13] digcitinstitute,register

Top Word Pairs in Tweet in G8:
[23] watch,codedbias
[14] latech4good,watch
[12] next,week
[10] #techforgood,#tech4good
[10] week,join
[10] codedbias,documentary
[10] documentary,week
[10] week,online
[10] online,jovialjoy
[10] jovialjoy,opens

Top Word Pairs in Tweet in G9:
[9] student,ambassadors
[6] #ease4peace,student
[5] spread,love
[4] diyagupta2127,#ease4peace
[4] #wethechangemakers,working
[4] working,love
[4] love,humanity
[4] humanity,campaign
[4] campaign,let's
[4] let's,come

Top Word Pairs in Tweet in G10:
[61] trade,mission
[47] virtual,trade
[41] #tech4good,programme
[36] programme,tradegovuk_sw
[25] week,re
[23] mission,#tech4good
[22] tradegovuk_sw,bw_businesswest
[22] #swt4g2021,#tech4good
[16] mission,#usa
[15] looking,forward

Top Replied-To
Top Replied-To in Entire Graph:
@vodafonein_fdtn
@sdfutures
@boring_ai
@housingfirstire
@housingfirstuk
@googleexpertuk
@thepeopleshubuk
@heinzvhoenen
@circulor1
@un_uniteideas

Top Replied-To in G2:
@vodafonein_fdtn
@heinzvhoenen
@fmfrancoise
@includemewm
@farooqhasan619
@accentureindia
@cnbctv18news

Top Replied-To in G3:
@housingfirstire
@googleexpertuk
@housingfirstuk
@thepeopleshubuk
@lovefoodlifego
@plantswatch1

Top Replied-To in G6:
@chillibean2018

Top Replied-To in G7:
@mbfxc

Top Replied-To in G8:
@codedbias
@techsoup
@latech4good

Top Replied-To in G9:
@flipgrid

Top Replied-To in G10:
@ameetavirk
@ocean3duk

Top Mentioned
Top Mentioned in Entire Graph:
@gigadgets_
@ronald_vanloon
@calumgrevers
@thepeopleshubuk
@fabriziobustama
@googleexpertuk
@womenwholead2
@neatebox
@themissnicolina
@netsquared

Top Mentioned in G1:
@gigadgets_
@ronald_vanloon
@fabriziobustama
@ogrisel
@stanfordnlp
@wesmckinn
@iambriangraham
@mc372
@machinelearntec
@automeme

Top Mentioned in G2:
@fabriziobustama
@neatebox
@fmfrancoise
@netsquared
@thepeopleshubuk
@techsoup
@albertoemachado
@gigadgets_
@pro_robots
@pawlowskimario

Top Mentioned in G3:
@thepeopleshubuk
@googleexpertuk
@womenwholead2
@themissnicolina
@chrisawatson_
@debjshaw
@housingfirstire
@housingfirstuk
@adatheshow
@cgarside

Top Mentioned in G4:
@calumgrevers
@ruhglobal

Top Mentioned in G5:
@flashtweet
@socialbuilder
@bymaddyness
@femmesdunum
@emmanuellel9
@lusinedigitale
@fornitegame
@murfyfr
@xavier75
@bymadd

Top Mentioned in G6:
@ruhglobal
@debraruh
@huaweiusa
@neilmilliken
@wearablesexpert
@toymaker2
@chillibean2018
@debrar
@suadelabs
@sthlmfintechw

Top Mentioned in G7:
@digcitinstitute
@x4impact
@shalini040876
@mbfxc
@robtiffany
@sodhisumedha
@iprmgrp
@ritasingh0210
@sonal_rwt
@akmittals

Top Mentioned in G8:
@codedbias
@latech4good
@jovialjoy
@wearebothofus
@1nterestingtech
@ajlunited
@aidntech
@rachelrwhaley
@jeopardy
@thinkquic_inc

Top Mentioned in G9:
@diyagupta2127
@benetech
@krupali_sanghvi
@flipgrid
@twitter
@lil_dill
@udgamschool
@annkozma723
@pramod_shreea
@soniawadhwa26

Top Mentioned in G10:
@tradegovuk_sw
@bw_businesswest
@valuexd
@ameetavirk
@ukinboston
@kirstenchambers
@tradegovuk
@hcidigital
@bw_business
@ukinusa

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@sectest9
@piyuanker12
@chidambara09
@robre62
@femtech_
@evankirstel
@chilhon2016lap
@lorimoreno
@john_siracusa

Top Tweeters in G1:
@piyuanker12
@james_minter
@gdastory
@ssxman2
@mwirigi
@putzie63
@michaelpurvis64
@bsy_____
@xzpwedvhhh37i3c
@conjja

Top Tweeters in G2:
@sectest9
@lorimoreno
@reuters
@cybersecurityn8
@bot_innovation
@nicochan33
@hubofml
@applertweet
@rwang0
@gvalan

Top Tweeters in G3:
@altai_armande
@googleexpertuk
@cultiv8hope
@lilachbullock
@marshacollier
@littlemore20
@drumeshprabhu
@historylvrsclub
@cheekyvimto13
@fscarfe

Top Tweeters in G4:
@chilhon2016lap
@memeburk
@laurahennesse11
@ghostcatbce
@moniquedhooghe
@zidanesboots
@gxoot
@seafoamghost
@stimmyskye
@greenspace01

Top Tweeters in G5:
@lesguer_lionel
@botstreamer
@breaking24_7
@flashtweet
@michaguerin
@franckypedia
@romainbry
@bymaddyness
@digital_ladies
@pierrealainvota

Top Tweeters in G6:
@akwyz
@jacobussystems
@debraruh
@asieduedmund
@neilmilliken
@thepennycott
@chillibean2018
@cjones123831
@pierre018
@digitalcloudgal

Top Tweeters in G7:
@john_siracusa
@birdwriter7
@gezgintrk
@imagine_garden
@thewademethod
@aiaddysonzhang
@willkeenan
@jenwilliamsedu
@blackpeopledata
@mbfxc

Top Tweeters in G8:
@ml_tweet_bot
@ewestaway
@kidygame
@discovertech3
@education_24x7
@discriminantbot
@pbs
@1nterestingtech
@yixuantu1
@mlb0t

Top Tweeters in G9:
@trippbraden
@flipgrid
@buncee
@kareanderson
@wordpressdotcom
@annkozma723
@microsoftedu
@azure
@nearpod
@getkahoot

Top Tweeters in G10:
@bw_business
@techie_wiz
@chriswoodpz
@andrew007uk
@ukinusa
@tradegovuk
@bw_businesswest
@nasscom
@sageness77
@bgazet