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techsoup_2019-11-21_07-31-11.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 21, 2019
Short Description:
techsoup via NodeXL http://bit.ly/348eKTx
@techsoup
@japamahatma
@netsquared
@majatechsoup
@fsagwe
@kirucodo
@funds4disaster
@techsoupitalia
@guidocisternino
@mysocialgood

Top hashtags:
#nonprofit
#nonprofits
#aiw4g
#tech4good
#sf
#ai
#givingtuesday
#dataprotection

Description:
Description
The graph represents a network of 519 Twitter users whose tweets in the requested range contained "techsoup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 November 2019 at 15:31 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 2-minute period from Tuesday, 05 November 2019 at 01:53 UTC to Tuesday, 19 November 2019 at 00:55 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 : 519
Unique Edges : 695
Edges With Duplicates : 836
Total Edges : 1531
Number of Edge Types : 3
Mentions : 1396
Replies to : 60
Tweet : 75
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0.0901234567901235
Reciprocated Edge Ratio : 0.165345413363533
Connected Components : 40
Single-Vertex Connected Components : 26
Maximum Vertices in a Connected Component : 451
Maximum Edges in a Connected Component : 1441
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.016627
Graph Density : 0.00328445704168248
Modularity : 0.422924
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 519 Twitter users whose tweets in the requested range contained "techsoup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 November 2019 at 15:31 UTC.

The requested start date was Tuesday, 19 November 2019 at 01:01 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, 2-minute period from Tuesday, 05 November 2019 at 01:53 UTC to Tuesday, 19 November 2019 at 00:55 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 : techsoup
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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[6] https://saudiarabia.techsoup.global
[5] https://blog.techsoup.org/posts/2019-year-in-review-a-letter-from-our-ceo?utm_campaign=Letters%20from%20Rebecca&utm_content=104124758&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[4] https://www.meetup.com/Tech4Good-Tampa/events/266267975/?utm_content=105039654&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://www.techsoup.org/joining-techsoup/registration?utm_source=Tw&utm_medium=social&utm_term=Ful&utm_content=Ful&utm_campaign=Ful15
[4] https://www.thenonprofittimes.com/technology/techsoup-campaign-gets-2-5m-boost/
[4] https://disasterphilanthropy.org/blog/preparedness/is-your-nonprofit-prepared-for-a-disaster/
[4] https://twitter.com/JapaMahatma/status/1166919895423967232?s=19
[3] https://www.techsoup.org/otter-ai
[3] https://blog.techsoup.org/posts/three-ways-to-attract-millennials-to-your-nonprofit
[3] https://www.techsoup.org/

Top URLs in Tweet in G1:
[4] https://twitter.com/JapaMahatma/status/1166919895423967232?s=19
[2] https://twitter.com/JapaMahatma/status/1192301411217879041?s=19
[2] https://twitter.com/JapaMahatma/status/1034382352800047104?s=19

Top URLs in Tweet in G2:
[4] https://blog.techsoup.org/posts/2019-year-in-review-a-letter-from-our-ceo?utm_campaign=Letters%20from%20Rebecca&utm_content=104124758&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[4] https://www.techsoup.org/joining-techsoup/registration?utm_source=Tw&utm_medium=social&utm_term=Ful&utm_content=Ful&utm_campaign=Ful15
[2] https://twitter.com/mikajoyworld/status/1195173340043866112
[2] https://www.turn.io/
[2] https://blog.techsoup.org/posts/2019-year-in-review-a-letter-from-our-ceo
[2] https://www.youtube.com/watch?time_continue=17&v=8frVYSQfcZs
[2] http://megaphone.techsoupeurope.org/
[2] https://celebrate-impact-conference-evpa.iseated.com/session/29918
[1] https://tomorrowstechnologies4.splashthat.com/?utm_content=105487950&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/three-ways-to-attract-millennials-to-your-nonprofit?utm_content=104612672&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992

Top URLs in Tweet in G3:
[4] https://www.meetup.com/Tech4Good-Tampa/events/266267975/?utm_content=105039654&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://blog.techsoup.org/posts/three-ways-to-attract-millennials-to-your-nonprofit?utm_content=104618361&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.meetup.com/pro/netsquared/
[1] https://local.nten.org/
[1] https://blog.techsoup.org/posts/your-copiers-are-storing-confidential-information-what-you-can-do-about-it?utm_content=104050604&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://twitter.com/TechSoup/status/1192805133220007937
[1] https://blog.techsoup.org/posts/using-local-outreach-to-engage-the-online-generation?utm_content=105230973&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] http://j.mp/2NGGBEA?utm_content=105443695&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/three-ways-to-attract-millennials-to-your-nonprofit?utm_content=104618362&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/gofundme-charity-and-the-gofundme-donate-button?utm_content=105629140&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G4:
[2] https://page.techsoup.org/domestic-violence-organizations
[2] https://www.eventbrite.com/e/kintone-connect-san-francisco-registration-64010313571?aff=CaravanStudios
[1] https://facebook.com/caravanstudiosnonprofit
[1] https://twitter.com/techsoup/status/1195173090247921667
[1] https://www.facebook.com/CaravanStudiosNonprofit/
[1] https://www.eventbrite.com/e/women-in-ai-shaping-ai-for-good-tickets-74785652901
[1] https://t.co/m2V2KROR1c?amp=1&utm_content=105569816&utm_medium=social&utm_source=twitter&hss_channel=tw-190520633
[1] https://www.eventbrite.com/e/free-workshop-boost-your-nonprofits-productivity-with-microsoft-cloud-tickets-76382406835
[1] http://bit.ly/KCSpeakerSocial?utm_content=105456513&utm_medium=social&utm_source=twitter&hss_channel=tw-1564594771
[1] https://hubs.ly/H0lGKgw0

Top URLs in Tweet in G5:
[1] http://www.thekindquiz.com
[1] https://www.facebook.com/CaravanStudiosNonprofit/

Top URLs in Tweet in G6:
[2] https://blog.techsoup.org/posts/three-ways-to-attract-millennials-to-your-nonprofit
[2] http://techsoupforlibraries.org/blog/november-2019-library-tech-newsbytes
[2] https://westafrica.techsoup.global/content/microsoft
[1] https://nponews.jp/article/techsoup/
[1] https://portalb.mk/646582-gostivar-u-prezantua-techsoup-programi-qe-ju-mundeson-organizatave-te-marrin-softuer-falas/?utm_source=dlvr.it&utm_medium=twitter
[1] http://profm.com.mk/?p=40702
[1] http://profm.com.mk/?p=40698
[1] https://buff.ly/2UpXZRX
[1] https://www.secondowelfare.it/terzo-settore/cosi-aiutiamo-il-terzo-settore-ad-affrontare-la-sfida-della-trasformazione-digitale-.html
[1] https://blog.techsoup.org/posts/free-donorperfect-giving-tuesday-templates?utm_campaign=By%20The%20Cup&utm_medium=email&_hsenc=p2ANqtz-8aUdLWFB4ZgvAo8g4es87So8CzKSRlSOxyxfPx9S98Wg9ZiaWAwdTPFkJooQGGzLERFDr5ljE4LxNFHbGuk663ld3qeEfHTPmtbcZOxT1lGfsshHM&_hsmi=79211180&utm_content=79211006&utm_source=hs_email&hsCtaTracking=9f7b69d9-e955-4878-8e52-7a9447d9b4ab%7C59de71ae-7462-449e-8ecd-059ee9605b30

Top URLs in Tweet in G7:
[2] http://techsoup-slovenija.weebly.com/blog/visji-administrativni-stroski-techsoup-za-izbrane-programe-popustov-in-donacij
[2] https://twitter.com/googlenonprofit/status/1192124655609548800
[1] http://techsoup-slovenija.weebly.com/uploads/1/1/2/7/112776185/meet_and_code_2019_impact_report_average_npo.pdf
[1] http://techsoup-slovenija.weebly.com/blog/amazon-web-services-na-voljo-tudi-v-sloveniji
[1] https://blog.techsoup.org/posts/2019-year-in-review-a-letter-from-our-ceo?utm_campaign=Letters%20from%20Rebecca&utm_content=104124758&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://twitter.com/TechSoup/status/1191356086533656576
[1] https://twitter.com/slackhq/status/1194679853951389696
[1] https://twitter.com/TechSoup4Libs/status/1191718878042349570
[1] https://www.techsoup.si/node/15464
[1] https://twitter.com/Acrobat/status/1194736792056061953

Top URLs in Tweet in G8:
[2] https://www.techsoupdays.it/
[1] https://www.youtube.com/watch?v=rFZDIU8SFfQ

[1] http://www.uisp.it/nazionale/pagina/techsoup-cinque-strumenti-essenziali-anche-gratis-per-rendere-digitale-il-tuo-team
[1] https://www.aiccon.it/evento/techsoup-days-2019/
[1] https://www.csvnet.it/gli-eventi/icalrepeat.detail/2019/11/14/3634/-/techsoup-days

Top URLs in Tweet in G9:
[1] https://customers.microsoft.com/en-CA/story/755503-epilepsy-nonprofit-dynamics-crm
[1] https://blogs.microsoft.com/on-the-issues/2019/09/03/small-and-medium-sized-nonprofits-now-have-the-tools-to-bridge-their-own-digital-divides/
[1] https://page.techsoup.org/digital-skills-center

Top URLs in Tweet in G10:
[6] https://saudiarabia.techsoup.global
[1] https://saudiarabia.techsoup.global/node/3866

Top Domains
Top Domains in Tweet in Entire Graph:
[68] techsoup.org
[25] twitter.com
[12] techsoup.global
[10] meetup.com
[8] eventbrite.com
[5] bit.ly
[5] weebly.com
[4] youtube.com
[4] thenonprofittimes.com
[4] google.com

Top Domains in Tweet in G1:
[8] twitter.com

Top Domains in Tweet in G2:
[26] techsoup.org
[6] twitter.com
[3] bit.ly
[3] youtube.com
[2] eventbrite.com
[2] donorperfect.com
[2] us.com
[2] turn.io
[2] techsoupeurope.org
[2] iseated.com

Top Domains in Tweet in G3:
[15] techsoup.org
[10] meetup.com
[1] nten.org
[1] twitter.com
[1] j.mp
[1] linkedin.com

Top Domains in Tweet in G4:
[6] eventbrite.com
[3] techsoup.org
[2] facebook.com
[1] twitter.com
[1] t.co
[1] bit.ly
[1] hubs.ly

Top Domains in Tweet in G5:
[1] thekindquiz.com
[1] facebook.com

Top Domains in Tweet in G6:
[9] techsoup.org
[3] techsoup.nl
[2] com.mk
[2] techsoupforlibraries.org
[2] instagram.com
[2] techsoup.global
[1] nponews.jp
[1] portalb.mk
[1] buff.ly
[1] secondowelfare.it

Top Domains in Tweet in G7:
[9] twitter.com
[5] weebly.com
[3] techsoup.org
[2] techsoup.si
[1] okta.com
[1] mc-vic.si
[1] google.com
[1] ngosource.org

Top Domains in Tweet in G8:
[2] techsoupdays.it
[1] youtube.com
[1] uisp.it
[1] aiccon.it
[1] csvnet.it

Top Domains in Tweet in G9:
[2] microsoft.com
[1] techsoup.org

Top Domains in Tweet in G10:
[7] techsoup.global

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] nonprofit
[23] nonprofits
[23] aiw4g
[17] tech4good
[16] sf
[14] ai
[14] givingtuesday
[13] dataprotection
[13] megaphone2019
[10] aiforgood



Top Hashtags in Tweet in G2:
[19] nonprofit
[13] megaphone2019
[13] dataprotection
[11] tech4good
[9] nonprofits
[7] givingtuesday
[7] impactinvesting
[7] techforgood
[6] aiw4g
[6] sf

Top Hashtags in Tweet in G3:
[7] net2
[4] tampa
[3] tech4good
[3] latech4good
[3] stem
[3] nonprofit
[3] tampabay
[2] givingtuesday
[2] la
[1] job

Top Hashtags in Tweet in G4:
[10] sf
[7] nonprofits
[6] aiforgood
[5] philanthropy
[3] nonprofit
[3] freeevent
[3] socialimpact
[3] givingtuesday
[2] domesticviolence
[2] solvedvtech

Top Hashtags in Tweet in G5:
[10] aiw4g
[7] amychou
[5] womeninai
[4] ai
[2] aiforgood
[1] kindness
[1] mondaythought
[1] mondaymotivaton
[1] socialimpact
[1] aiw4

Top Hashtags in Tweet in G6:
[4] techsoup
[3] wacsitech
[3] wacsi
[2] nonprofits
[2] tech4dev
[1] fundraisingadvice
[1] raisingmore
[1] account
[1] givingtuesday
[1] millenials

Top Hashtags in Tweet in G7:
[3] meetandcode
[2] sap4good
[2] library
[1] adobe
[1] givingtuesday
[1] librarytech
[1] lemat
[1] fundacjalemat
[1] techsoup
[1] robotyka

Top Hashtags in Tweet in G8:
[7] techsoupdays
[5] milano
[2] calendariodelvolontariato
[1] pagineuisp
[1] trasformazionedigitale
[1] digital
[1] nonprofit
[1] terzosettore
[1] digitale
[1] innovazione

Top Hashtags in Tweet in G9:
[2] nonprofits
[1] epilsepsyawarenessmonth
[1] nonprofit

Top Hashtags in Tweet in G10:
[3] منح_البرمجيات
[3] ù…ù†ø­_ø§ù„ø¨ø±ù…ø¬ùšø§øª

Top Words
Top Words in Tweet in Entire Graph:
[333] Words in Sentiment List#1: Positive
[83] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11034] Non-categorized Words
[11450] Total Words
[337] techsoup
[146] ø
[141] ã
[114] ù
[86] ð

Top Words in Tweet in G1:
[15] kenpaxtontx
[14] foxnews
[14] fbi
[13] cnn
[13] msnbc
[13] att
[13] deahq
[13] nbc
[13] techsoup
[11] uscourts

Top Words in Tweet in G2:
[128] techsoup
[24] 3
[21] nonprofits
[21] software
[19] support
[19] techsoupeurope
[18] join
[18] #nonprofit
[18] program
[17] 2019

Top Words in Tweet in G3:
[27] techsoup
[11] netsquared
[8] join
[8] nonprofits
[7] meetup
[7] #net2
[7] 9
[6] kborchgrevink
[6] ways
[6] â

Top Words in Tweet in G4:
[25] techsoup
[17] caravanstudios
[10] community
[10] #sf
[9] office
[8] now
[8] resources
[8] addressing
[8] postmates
[7] page

Top Words in Tweet in G5:
[23] techsoup
[13] women4good
[10] panel
[10] #aiw4g
[9] miad
[7] #amychou
[7] ebitie
[7] data_beth
[6] event
[5] power

Top Words in Tweet in G6:
[13] techsoup
[5] social
[4] nonprofit
[4] å
[4] ã
[4] 2019
[4] up
[4] based
[4] media
[4] op

Top Words in Tweet in G7:
[28] techsoup
[18] za
[14] na
[13] voljo
[13] techsoupslo
[10] pri
[9] v
[9] slovenija
[8] nevladne
[8] organizacije

Top Words in Tweet in G8:
[23] techsoup
[18] e
[13] techsoupitalia
[12] di
[8] che
[7] #techsoupdays
[7] digitale
[7] days
[6] domani
[6] formazione

Top Words in Tweet in G9:
[11] msftnonprofits
[7] up
[7] techsoup
[6] new
[6] microsoft365
[6] keep
[6] knowledge
[6] msexcel
[6] powerpoint
[6] rest

Top Words in Tweet in G10:
[146] ø
[114] ù
[12] ùšø
[11] ùˆø
[9] تكسوب
[9] برنامج
[8] â
[7] øªø
[7] øª
[6] mdarrab

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] ã,ã
[65] ù,ø
[52] ø,ø
[51] ø,ù
[46] ð,ð
[36] ù,ù
[22] ð,ñ
[22] ñ,ð
[15] 3,700
[14] check,out

Top Word Pairs in Tweet in G1:
[10] att,techsoup
[5] nbc,tbs
[5] tbs,msnbc
[5] msnbc,cnn
[5] cnn,foxnews
[5] foxnews,comey
[5] uscourts,deahq
[5] deahq,fbi
[5] fbi,att
[5] techsoup,collincountygov

Top Word Pairs in Tweet in G2:
[15] 3,700
[13] support,software
[13] software,program
[13] program,techsoup
[13] techsoup,provided
[13] provided,#dataprotection
[13] #dataprotection,solutions
[13] solutions,3
[13] 700,nonprofits
[12] nonprofits,recently

Top Word Pairs in Tweet in G3:
[5] techsoup,#net2
[4] three,ways
[4] ways,attract
[4] attract,millennials
[4] millennials,nonprofit
[4] #tampa,nonprofits
[4] nonprofits,december
[4] december,9
[4] 9,â
[4] â,join

Top Word Pairs in Tweet in G4:
[7] office,techsoup
[7] techsoup,#sf
[7] community,outreach
[6] now,page
[6] page,techsoup
[6] techsoup,highlight
[6] highlight,resources
[6] resources,needed
[6] needed,#nonprofits
[6] #nonprofits,focused

Top Word Pairs in Tweet in G5:
[6] women4good,techsoup
[4] miad,lareina_marie
[4] ada,lovelace
[4] lovelace,gin
[4] techsoup,women4good
[4] women4good,#aiw4g
[4] watching,ai4allorg
[4] ai4allorg,colleague
[4] colleague,#amychou
[4] #amychou,moderate

Top Word Pairs in Tweet in G6:
[4] social,media
[3] gostivar,u
[3] u,prezantua
[3] prezantua,techsoup
[3] techsoup,programi
[3] programi,qã
[3] qã,ju
[3] ju,mundã
[3] mundã,organizatave
[3] organizatave,tã

Top Word Pairs in Tweet in G7:
[13] na,voljo
[9] techsoup,slovenija
[8] nevladne,organizacije
[7] za,nevladne
[7] pri,techsoup
[6] voljo,tudi
[5] aws,amazon
[5] amazon,web
[5] web,services
[5] services,prihaja

Top Word Pairs in Tweet in G8:
[7] techsoup,days
[5] due,giorni
[4] sapevi,che
[4] che,techsoup
[4] techsoup,italia
[4] italia,fa
[4] fa,parte
[4] parte,network
[4] network,globale
[4] globale,techsoup

Top Word Pairs in Tweet in G9:
[6] keep,knowledge
[6] knowledge,msexcel
[6] msexcel,powerpoint
[6] powerpoint,rest
[6] rest,core
[6] core,productivity
[6] productivity,tools
[6] tools,up
[6] up,date
[5] msftnonprofits,keep

Top Word Pairs in Tweet in G10:
[65] ù,ø
[52] ø,ø
[51] ø,ù
[36] ù,ù
[12] ø,ùšø
[7] ùšø,ø
[6] mdarrab,تكسوب
[6] تكسوب,برنامج
[6] برنامج,منح
[6] منح,البرمجيات

Top Replied-To
Top Replied-To in Entire Graph:
@techsoup
@nposc
@msftnonprofits
@rudraaaaaaaaa
@mastersvccc
@_simonlau
@akcjademokracja
@avarielscott
@sweetie24236922
@politicalbrew

Top Replied-To in G1:
@rudraaaaaaaaa
@mastersvccc
@politicalbrew
@sweetie24236922
@jonathandpc81
@sencorygardner
@craigcaplan

Top Replied-To in G2:
@techsoup
@akcjademokracja
@tidescommunity
@questionpro
@megantarnow
@501tech
@ahsancapt
@techsoupkenya
@suzboop

Top Replied-To in G3:
@netsquared
@reginawalton
@sarahpeacocklt
@anildash

Top Replied-To in G4:
@caravanstudios
@kintone

Top Replied-To in G5:
@zanoonnissar
@miad

Top Replied-To in G7:
@slackhq
@googlenonprofit
@adobe
@nasscomfdn

Top Replied-To in G9:
@msftnonprofits
@avarielscott

Top Replied-To in G10:
@mdarrab

Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@caravanstudios
@techsoupeurope
@webb
@women4good
@aksienicka
@kenpaxtontx
@netsquared
@techsoupitalia
@_evpa_

Top Mentioned in G1:
@kenpaxtontx
@foxnews
@fbi
@cnn
@msnbc
@att
@deahq
@nbc
@techsoup
@uscourts

Top Mentioned in G2:
@techsoup
@techsoupeurope
@webb
@caravanstudios
@_evpa_
@aksienicka
@veritastechllc
@erinmichelson
@microsoft
@kintone

Top Mentioned in G3:
@techsoup
@netsquared
@kborchgrevink
@latech4good
@tampatech4good
@ericawoodsgo
@canva
@anildash
@sftech4good
@net2van

Top Mentioned in G4:
@techsoup
@caravanstudios
@postmates
@karlrobillard1
@webb
@twitter
@twitterforgood
@kintone
@glide
@glidesf

Top Mentioned in G5:
@techsoup
@women4good
@miad
@ebitie
@data_beth
@lareina_marie
@erinmichelson
@ai4allorg
@wom
@thalealtorres

Top Mentioned in G6:
@alesha_mathis

Top Mentioned in G7:
@techsoup
@techsoupslo
@majatechsoup
@sap4good
@meetandcode
@techsoupeurope
@stifter_helfen
@techsoup4libs
@adobe
@nptechblogs

Top Mentioned in G8:
@techsoupitalia
@techsoup
@e_togni
@f_fraticelli
@aicconnonprofit
@tizianopesce
@lastknight
@csvnet
@dminelli09
@uispress

Top Mentioned in G9:
@msftnonprofits
@techsoup
@microsoft365
@msexcel
@powerpoint
@techsou
@epilepsyfdn

Top Mentioned in G10:
@halmreef
@mdarrab
@altqniah

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@noticiasrcn
@el_pais
@reuters
@foxnews
@abc_es
@skynews
@cnn
@elmundoes
@ap

Top Tweeters in G1:
@noticiasrcn
@el_pais
@reuters
@foxnews
@abc_es
@skynews
@cnn
@elmundoes
@ap
@petertownsend7

Top Tweeters in G2:
@sectest9
@slackhq
@forbes
@librariesval
@socentlive
@amerix
@pndblog
@ryannewyork
@meetdux
@juliacsocial

Top Tweeters in G3:
@anildash
@canva
@reginawalton
@sebastianmfa
@ntenorg
@netsquared
@techtampabay
@datakind
@salim_ux
@net2van

Top Tweeters in G4:
@bph
@sdg2030
@publichealthmap
@glidesf
@postmates
@lydiabransten
@twitter
@caravanstudios
@latino_startups
@chuy101

Top Tweeters in G5:
@brainroaring
@miad
@hessiejones
@smitanairjain
@tessposner
@erinmichelson
@ai4allorg
@unthevert
@lareina_marie
@data_beth

Top Tweeters in G6:
@portalbmk
@roykenagy
@5lawslib
@gostivarprofm
@takethedate
@morweborg
@ssucce
@a
@newsbfm
@grantstation

Top Tweeters in G7:
@npnewsgremlin
@adobe
@nptechblogs
@acrobat
@sap4good
@okta
@techsoup4libs
@nasscomfdn
@sonaldhir77
@mitja_i

Top Tweeters in G8:
@lastknight
@aicconnonprofit
@uispnazionale
@tizianopesce
@lorenzobandera
@forumterzosett
@csvnet
@uispress
@ross_denunzio
@bolloalessandro

Top Tweeters in G9:
@rphfmva2016
@msexcel
@abilityanyware
@epilepsyfdn
@microsoft365
@pattydesmarais
@jonmyalls
@ino_vati
@emoe
@avarielscott

Top Tweeters in G10:
@monaalotaibi
@m_f_aljowerah
@2010_ambitious
@mdarrab
@alaflajkhere
@mnojifan1
@altqniah
@a_jazza3
@alhussain_m89
@halmreef