tech4good, Twitter, 2/27/2021 8:01:18 PM, 249717


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tech4good_2021-02-27_11-50-37.xlsx
tech4good_2021-02-27_11-50-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2021
Short Description:
tech4good via NodeXL https://bit.ly/3aXVH3R
@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 2,082 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 Saturday, 27 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, 11-hour, 9-minute period from Saturday, 13 February 2021 at 05:08 UTC to Friday, 26 February 2021 at 16:17 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 : 2082
Unique Edges : 2090
Edges With Duplicates : 5086
Total Edges : 7176
Number of Edge Types : 5
Mentions : 1449
Retweet : 1646
MentionsInRetweet : 3746
Tweet : 283
Replies to : 52
Self-Loops : 342
Reciprocated Vertex Pair Ratio : 0.0417357656163626
Reciprocated Edge Ratio : 0.0801273547360042
Connected Components : 162
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 1408
Maximum Edges in a Connected Component : 5892
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.100729
Graph Density : 0.000869908014555553
Modularity : 0.453951
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,082 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 Saturday, 27 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, 11-hour, 9-minute period from Saturday, 13 February 2021 at 05:08 UTC to Friday, 26 February 2021 at 16:17 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://www.indy100.com/news/captions-tiktok-disability-accessibility-campaign-b1798172
[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/
[9] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/#/
[8] https://www.maddyness.com/2021/02/23/murfy-reparation-electromenager/
[8] https://fossheim.io/writing/posts/apple-health-dataviz-a11y/

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://www.myambar.org:443/
[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
[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://play.google.com/store/apps/details?id=com.app.myambar

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/EC_magazine/status/1361255191677440001
[1] https://www.ethicalconsumer.org/money-finance/shopping-guide/current-accounts?utm_source=twitter&utm_medium=social&utm_campaign=twitter
[1] https://twitter.com/ThePeoplesHubUK/status/1353010076030808064
[1] https://twitter.com/ThePeoplesHubUK/status/1353346867741007872

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

Top URLs in Tweet in G5:
[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
[8] 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/
[8] https://www.gamespot.com/articles/xbox-is-expanding-its-accessibility-programs-in-gaming/1100-6487640/
[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 G6:
[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 G7:
[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.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/
[5] https://www.maddyness.com/2021/02/25/42-xavier-niel-ecole-gratuite-pour-former-les-agriculteurs-de-demain/
[1] https://www.youtube.com/watch?v=pF14VGnC4XA&feature=youtu.be

[1] https://chat.vizir.co/adabot-socialbuilder
[1] https://www.linkedin.com/slink?code=grWxsFR
[1] http://www.adabot.fr/
[1] https://twitter.com/flashtweet/status/1361199842534567937

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/
[4] https://wellthatsinteresting.tech/technology-design-to-deliver-un-sdgs-be-good-ancestors/
[3] https://wellthatsinteresting.tech/iot-protects-water-ai-microbes-printing-lungs/
[3] https://wellthatsinteresting.tech/what-is-tech-for-good-examples/
[3] https://wellthatsinteresting.tech/confirmed-tech-with-purpose-interviews/
[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.youtube.com/watch?v=pEWUU7iJJhc

[2] https://www.linkedin.com/slink?code=eDGZUxP
[1] https://www.meetup.com/Tech4Good-Bristol/
[1] https://www.linkedin.com/posts/temaia_3-reasons-why-you-should-not-start-a-tech4good-activity-6660305419300417536-c_Zl
[1] https://open.spotify.com/track/5o5UFE5iaFlAGiwexlFapH?si=unmBGV93TaWVBtAmwGvpKQ
[1] https://www.delltechnologies.com/fr-fr/blog/les-nouveaux-espoirs-des-implants-cerebraux?es_sh=eea055c106e6055accc72049f8559da8&es_ad=251208
[1] https://uaceit.com/events/
[1] https://www.bbc.com/reel/playlist/game-changers
[1] https://twitter.com/gaganbiyani/status/1361470731738087424
[1] https://twitter.com/Ronald_vanLoon/status/1361448007091290117

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:
[90] twitter.com
[37] nodexlgraphgallery.org
[32] linkedin.com
[26] techsoup.org
[26] youtube.com
[21] maddyness.com
[20] eventbrite.com
[16] usine-digitale.fr
[15] wellthatsinteresting.tech
[11] ruhglobal.com

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

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

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:
[11] ruhglobal.com
[9] indy100.com
[8] fossheim.io
[8] com.au
[8] gamespot.com
[2] linkedin.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] twitter.com
[3] robtiffany.com
[1] nodexlgraphgallery.org
[1] zoom.us
[1] linkedin.com
[1] co.uk

Top Domains in Tweet in G7:
[20] maddyness.com
[16] usine-digitale.fr
[2] twitter.com
[1] youtube.com
[1] vizir.co
[1] linkedin.com
[1] adabot.fr

Top Domains in Tweet in G8:
[20] eventbrite.com
[15] 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:
[14] linkedin.com
[9] twitter.com
[2] delltechnologies.com
[2] youtube.com
[2] socialware.be
[1] meetup.com
[1] spotify.com
[1] uaceit.com
[1] bbc.com
[1] investir.ch

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1318] tech4good
[515] tech
[479] robotics
[410] engineering
[409] machine
[149] innovation
[88] techforgood
[87] iot
[80] ai
[78] tech4all



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

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

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:
[54] tech4all
[53] pwd
[53] tech4good
[45] accessibility
[42] inclusion
[32] disabilityinclusion
[14] feds
[14] accessibletech
[13] disabled
[13] tiktokers

Top Hashtags in Tweet in G6:
[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 G7:
[21] flashtweet
[20] coupdeflash
[18] tech4good
[16] alaune
[15] techforgood
[13] numérique
[12] hello
[12] followers
[9] france
[9] tf1

Top Hashtags in Tweet in G8:
[34] tech4good
[17] codedbias
[16] techforgood
[11] facialrecognition
[10] techwithpurpose
[9] smartaid
[8] tech
[8] technology
[8] innovation
[6] volunteers

Top Hashtags in Tweet in G9:
[53] tech4good
[6] innovation
[5] technology
[5] ngos
[5] smartretail
[5] impactsocial
[4] tech
[4] socialgood
[4] nptech
[4] csr

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

Top Words
Top Words in Tweet in Entire Graph:
[1321] #tech4good
[517] #tech
[479] #robotics
[447] gigadgets_
[411] transforming
[410] staircase
[410] wheelchair
[410] #engineering
[409] convenience
[409] #machine

Top Words in Tweet in G1:
[403] 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:
[280] #tech4good
[139] fabriziobustama
[102] #innovation
[95] #tech
[81] #robotics
[79] #iot
[74] #5g
[72] neatebox
[71] fmfrancoise
[64] #ai

Top Words in Tweet in G3:
[102] thepeopleshubuk
[93] googleexpertuk
[80] womenwholead2
[55] themissnicolina
[53] housingfirstire
[53] chrisawatson_
[53] debjshaw
[38] housingfirstuk
[35] #tech4good
[31] zophilpott

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

Top Words in Tweet in G5:
[54] #tech4all
[53] #pwd
[53] #tech4good
[45] #accessibility
[42] #inclusion
[32] #disabilityinclusion
[17] read
[17] blog
[17] huawei
[17] ruralstar

Top Words in Tweet in G6:
[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 G7:
[29] flashtweet
[21] #flashtweet
[20] #coupdeflash
[19] socialbuilder
[18] #tech4good
[16] #alaune
[16] aide
[15] #techforgood
[14] adabot
[13] #numérique

Top Words in Tweet in G8:
[35] codedbias
[34] #tech4good
[29] latech4good
[26] watch
[26] week
[24] more
[20] join
[18] find
[17] #codedbias
[16] #techforgood

Top Words in Tweet in G9:
[53] #tech4good
[7] more
[6] #innovation
[5] #technology
[5] #ngos
[5] smart'bab
[5] #smartretail
[5] #impactsocial
[4] help
[4] #tech

Top Words in Tweet in G10:
[89] #tech4good
[69] mission
[61] 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:
[53] chrisawatson_,womenwholead2
[53] womenwholead2,themissnicolina
[53] themissnicolina,debjshaw
[51] housingfirstire,googleexpertuk
[51] googleexpertuk,chrisawatson_
[36] thepeopleshubuk,housingfirstuk
[28] debjshaw,theremarkablz
[27] googleexpertuk,womenwholead2
[27] drugfam,fabfunfood
[27] fabfunfood,zophilpott

Top Word Pairs in Tweet in G4:
[149] support,fight
[149] fight,independent
[149] independent,living
[149] deposit,home
[149] home,building
[149] building,adaptations
[148] living,helping
[148] helping,raise
[148] raise,30k
[148] 30k,deposit

Top Word Pairs in Tweet in G5:
[41] #inclusion,#pwd
[39] #tech4all,#tech4good
[32] #pwd,#disabilityinclusion
[17] read,blog
[17] blog,huawei
[17] huawei,ruralstar
[17] ruralstar,innovation
[17] innovation,improving
[17] improving,economics
[17] economics,rural

Top Word Pairs in Tweet in G6:
[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 G7:
[15] flashtweet,#coupdeflash
[12] flashtweet,#alaune
[12] #hello,mes
[12] mes,#followers
[12] aujourd,hui
[10] emmanuellel9,#hello
[9] #alaune,#france
[9] #france,présente
[9] présente,grand
[9] grand,plan

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:
[5] #tech4good,#smartretail
[5] #smartretail,#impactsocial
[4] #tech4good,#socialgood
[3] #ngos,#npos
[3] #tech4good,#nptech
[3] #nptech,#productivity
[3] #impactsocial,#villagesconnectes
[2] help,people
[2] par,pensée
[2] #medtech,#santé

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

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

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

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

Top Replied-To in G5:
@chillibean2018

Top Replied-To in G6:
@mbfxc

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

Top Replied-To in G10:
@ameetavirk
@ocean3duk

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

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
@gigadgets_
@albertoemachado
@pro_robots
@pawlowskimario

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

Top Mentioned in G4:
@calumgrevers
@ruhglobal

Top Mentioned in G5:
@ruhglobal
@huaweiusa
@debraruh
@wearablesexpert
@neilmilliken
@toymaker2
@chillibean2018
@debrar
@suadelabs
@sthlmfintechw

Top Mentioned in G6:
@digcitinstitute
@x4impact
@shalini040876
@mbfxc
@robtiffany
@sodhisumedha
@iprmgrp
@ritasingh0210
@sonal_rwt
@akmittals

Top Mentioned in G7:
@flashtweet
@socialbuilder
@bymaddyness
@emmanuellel9
@lusinedigitale
@fornitegame
@murfyfr
@femmesdunum
@bymadd
@xavier75

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

Top Mentioned in G9:
@herx

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_____
@conjja
@xzpwedvhhh37i3c

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:
@akwyz
@jacobussystems
@debraruh
@asieduedmund
@neilmilliken
@thepennycott
@chillibean2018
@cjones123831
@pierre018
@digitalcloudgal

Top Tweeters in G6:
@john_siracusa
@birdwriter7
@gezgintrk
@imagine_garden
@thewademethod
@aiaddysonzhang
@willkeenan
@jenwilliamsedu
@blackpeopledata
@mbfxc

Top Tweeters in G7:
@lesguer_lionel
@botstreamer
@breaking24_7
@flashtweet
@michaguerin
@franckypedia
@romainbry
@bymaddyness
@digital_ladies
@pierrealainvota

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

Top Tweeters in G9:
@dansodergren
@theredelm
@teckvado
@khairikj_
@herx
@evasmartai
@somcity
@huaweideviceusa
@investir_ch
@pamelaravasio

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