techsoup, Twitter, 3/24/2021 11:24:34 AM, 251143


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techsoup_2021-03-23_06-51-13.xlsx
techsoup_2021-03-23_06-51-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 24, 2021
Short Description:
techsoup via NodeXL https://bit.ly/3ceTfqj
@techsoup
@japamahatma
@netsquared
@fwdhumanity
@sincronhr
@techsoup_spain
@techsoupcanada
@wacsi
@mozillafestival
@fhi360

Top hashtags:
#nonprofit
#nonprofits
#tech4good
#nptech
#techsoupchat
#ngos
#ongs
#fundraising

Description:
Description
The graph represents a network of 693 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 Tuesday, 23 March 2021 at 13:52 UTC.

The requested start date was Tuesday, 23 March 2021 at 00:01 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, 18-hour, 30-minute period from Tuesday, 09 March 2021 at 00:45 UTC to Monday, 22 March 2021 at 19:16 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 : 693
Unique Edges : 711
Edges With Duplicates : 3883
Total Edges : 4594
Number of Edge Types : 5
Mentions : 2577
MentionsInRetweet : 1341
Retweet : 412
Tweet : 134
Replies to : 130
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.10535876475931
Reciprocated Edge Ratio : 0.19063270336894
Connected Components : 40
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 644
Maximum Edges in a Connected Component : 4538
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.917522
Graph Density : 0.00253776409845774
Modularity : 0.195397
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 693 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 Tuesday, 23 March 2021 at 13:52 UTC.

The requested start date was Tuesday, 23 March 2021 at 00:01 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, 18-hour, 30-minute period from Tuesday, 09 March 2021 at 00:45 UTC to Monday, 22 March 2021 at 19:16 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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250601
[15] https://us02web.zoom.us/meeting/register/tZUqdOmurD0vHtyeVilXedhAWrRfm3C77nGl
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250684
[10] https://www.techsoup.ca/content/how-nonprofits-can-face-crisis-amid-economic-upheaval
[6] https://bigtech.nasscomfoundation.org
[5] https://www.tagtech.org/events/EventDetails.aspx?id=1491547&group=
[4] https://www.meetup.com/TechForGood-Dublin/events/dpwsfsyccfbnc/?utm_content=156650917&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://www.meetup.com/Tech4Good-Tampa/events/275907475/?utm_content=152841318&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://twitter.com/TechSoup/status/1369710005226725382
[4] https://twitter.com/TechSoup/status/1369715661480599552

Top URLs in Tweet in G1:
[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://techsoup.es/content/8-consejos-de-ciberseguridad-que-no-debes-dejar-pasar?utm_campaign=cibersegDEC20&utm_medium=email&utm_source=mailing30
[4] https://blog.techsoup.org/posts/how-one-app-saved-over-40-million-pounds-of-food-from-the-landfill?fbclid=IwAR06B2S5ugJdL8LxhiFrG8R4PjcBRN7SSexK_e8rIGenHnc4p-ND5TUbG-Q#.YFH9XBiLbzI.twitter
[3] https://www.okta.com/okta-for-good/impact-report/?utm_campaign=Okta&utm_content=156919668&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://www.techsoup.org/
[2] https://community.nasscom.in/communities/tech-for-good/utilizing-smartphone-technology-to-automate-malaria-diagnostics.html?utm_content=158074203&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://www.classy.org/blog/international-womens-day-nonprofits/?utm_content=156869951&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://survey.alchemer.com/s3/6079524/2021-Global-NGO-Technology-Survey
[2] https://wiredimpact.com/blog/volunteer-recruitment-boost-sign-ups/?utm_content=157269149&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://wiredimpact.com/blog/volunteer-recruitment-boost-sign-ups/?utm_content=157884420&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992

Top URLs in Tweet in G3:
[4] https://events.techsoup.org/events/details/techsoup-techsoup-connect-vancouver-presents-graphic-recording-building-equity-community-in-a-virtual-age/?utm_content=158952609&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292#/
[4] https://www.meetup.com/Tech4Good-Tampa/events/275907475/?utm_content=152841318&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://blog.techsoup.org/posts/beyond-covid-preparing-for-your-next-steps-toward-digital-resiliency?utm_campaign=NPcovid19&utm_content=157494104&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://www.meetup.com/Tech4Good-Tampa/events/276566831/?utm_content=156924043&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://netsquared.org/blog/netsquared-paris-introduction-au-no-code?utm_content=157152111&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://www.meetup.com/TechForGood-Dublin/events/dpwsfsyccfbnc/?utm_content=156650917&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://nptechprojects.org/55-technology-training-events-for-nonprofit-workers-and-a-conference-in-march-2021/
[2] https://blog.techsoup.org/posts/how-nonprofits-have-pivoted-to-online-work-part-one?utm_campaign=NPcovid19&utm_content=141275199&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://blog.techsoup.org/posts/7-steps-to-prepare-for-an-effective-nonprofit-facebook-ad-campaign?utm_content=153434565&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://blog.techsoup.org/posts/what-is-your-nonprofits-policy-on-social-media?utm_content=156444328&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G4:
[15] https://us02web.zoom.us/meeting/register/tZUqdOmurD0vHtyeVilXedhAWrRfm3C77nGl
[3] http://forums.techsoup.org/cs/community/f/109/t/47443.aspx
[1] https://twitter.com/TechSoup/status/1369669123710586885
[1] https://skvare.com/blog/accessibility-best-practices?utm_content=158367574&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] http://forums.techsoup.org/cs/community/f/26/t/47491.aspx
[1] https://www.techsoup.ca/content/mastering-remote-meetings?utm_content=158471266&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/how-one-app-saved-over-40-million-pounds-of-food-from-the-landfill?utm_campaign=Public%20Good%20App%20House&utm_content=157908645&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] http://forums.techsoup.org/cs/community/f/110.aspx
[1] https://us02web.zoom.us/webinar/register/WN_n1OyfWJ2TkyFHCbIxApuYw
[1] https://blog.techsoup.org/posts/how-data-can-boost-your-nonprofits-fundraising-efforts?utm_content=154654352&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G5:
[8] https://www.techsoup.ca/content/how-nonprofits-can-face-crisis-amid-economic-upheaval
[4] https://prtimes.jp/main/html/rd/p/000000005.000068908.html
[2] https://blog.techsoup.org/posts/8-tips-on-how-to-run-a-successful-crowdfunding-campaign
[2] https://www.techsoupjapan.org/press-release/congrant
[1] https://impactfirst.impacthub.cz/jak-prodavat-dobro/?fbclid=IwAR1CBOnQbW_IPDuwduDiR3I4ejHF2vAiVlB-CX7klmuNBTd5KSasJX3S2FQ
[1] https://blog.techsoup.org/posts/quick-start-guide-to-nonprofit-brand-management?utm_campaign=By%20The%20Cup&utm_medium=email&_hsmi=113468501&_hsenc=p2ANqtz-9N8H9GWTKpDajGbsBGBb0ae_sfs5UtTDQ0u3e5idl1L3tvtttS7rlSeoK-jn0ngB8BzL7MfIW9apS1E-V8vihGwrorumnBED3-ZVO_ZdA2s0q7p1c&utm_content=113468501&utm_source=hs_email
[1] https://www.linkedin.com/slink?code=efbE2zE
[1] https://blog.techsoup.org/posts/is-it-time-to-rethink-your-sponsorship-strategy?utm_campaign=is-it-time-to-rethink-your-sponsorship-strategy&utm_medium=social_link&utm_source=missinglettr-twitter
[1] https://blog.techsoup.org/posts/is-it-time-to-rethink-your-sponsorship-strategy?utm_campaign=missinglettr&utm_medium=social_link&utm_source=missinglettr-twitter
[1] https://www.modernghana.com/news/1067585/wacsi-and-techsoup-donate-102-laptops-to-40-csos.html

Top URLs in Tweet in G6:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250601
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250684
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249939
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249953

Top URLs in Tweet in G7:
[4] https://www.tagtech.org/events/EventDetails.aspx?id=1491547&group=
[2] https://milkcrate.tech/news/jersey-cares
[2] https://twitter.com/TechSoup/status/1369712493241765896
[1] https://milkcrate.tech/pricing
[1] https://milkcrate.tech/news/rollingharvest
[1] https://twitter.com/TechSoup/status/1369710005226725382
[1] https://twitter.com/TechSoup/status/1369708688303419398
[1] https://twitter.com/TechSoup/status/1369715661480599552
[1] https://twitter.com/i/events/1359616811608789001
[1] https://blog.techsoup.org/posts/how-nonprofits-use-whatsapp-to-stay-in-touch-with-their-communities

Top URLs in Tweet in G8:
[3] https://blog.techsoup.org/posts/how-one-app-saved-over-40-million-pounds-of-food-from-the-landfill
[2] https://twitter.com/TechSoup/status/1369710005226725382
[2] https://twitter.com/TechSoup/status/1369712493241765896
[2] https://twitter.com/TechSoup/status/1369715661480599552
[1] https://twitter.com/techsoup/status/1369702142081130496
[1] https://twitter.com/techsoup/status/1369715661480599552
[1] https://blog.techsoup.org/posts/how-one-app-saved-over-40-million-pounds-of-food-from-the-landfill?utm_campaign=Public%20Good%20App%20House&utm_content=157908644&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/how-one-app-saved-over-40-million-pounds-of-food-from-the-landfill?utm_campaign=Public%20Good%20App%20House&utm_content=157908645&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://twitter.com/TechSoup/status/1369702142081130496
[1] http://forums.techsoup.org/cs/community/

Top URLs in Tweet in G9:
[2] https://wacsi.org/wacsi-and-techsoup-donate-102-laptops-to-40csos-from-seven-countries/
[1] https://cotedivoire.techsoup.global/node/3470
[1] https://ghana.techsoup.global/content/microsoft-365-nonprofit-cloud-subscriptions-wacsi
[1] https://www.developmentdiaries.com/2021/03/wacsi-techsoup-donate-102-laptops-to-40-csos/
[1] https://blog.techsoup.org/posts/what-do-funders-look-for-in-a-grant-proposal?utm_campaign=TechSoup%20Courses%20-%20General%20Promo&utm_content=156439674&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.modernghana.com/news/1067585/wacsi-and-techsoup-donate-102-laptops-to-40-csos.html
[1] https://blog.techsoup.org/posts/what-do-funders-look-for-in-a-grant-proposal?utm_campaign=TechSoup%20Courses%20-%20General%20Promo&utm_content=156439675&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G10:
[1] https://na.sincronhr.com/improving-employee-retention-onboarding-tips-for-new-employees/
[1] https://na.sincronhr.com/creating-a-workplace-supportive-of-women/

Top Domains
Top Domains in Tweet in Entire Graph:
[127] techsoup.org
[49] twitter.com
[38] nodexlgraphgallery.org
[33] meetup.com
[23] techsoup.ca
[17] zoom.us
[11] voicestorm.com
[10] course.tc
[8] youtu.be
[6] nasscomfoundation.org

Top Domains in Tweet in G1:
[45] techsoup.org
[18] twitter.com
[11] voicestorm.com
[4] course.tc
[4] wiredimpact.com
[4] techsoup.es
[3] okta.com
[3] google.com
[3] linkedin.com
[2] nonprofitquarterly.org

Top Domains in Tweet in G3:
[51] techsoup.org
[32] meetup.com
[7] youtu.be
[5] netsquared.org
[4] twitter.com
[4] org.za
[3] techsoup.ca
[3] skvare.com
[3] course.tc
[3] nptechprojects.org

Top Domains in Tweet in G4:
[16] zoom.us
[8] techsoup.org
[1] twitter.com
[1] skvare.com
[1] techsoup.ca

Top Domains in Tweet in G5:
[9] techsoup.ca
[6] techsoup.org
[4] socialware.be
[4] prtimes.jp
[2] techsoupjapan.org
[1] impacthub.cz
[1] linkedin.com
[1] modernghana.com
[1] org.mk
[1] portalb.mk

Top Domains in Tweet in G6:
[38] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[9] twitter.com
[4] milkcrate.tech
[4] techsoup.org
[4] tagtech.org
[1] classy.org
[1] connectall.org

Top Domains in Tweet in G8:
[13] twitter.com
[9] techsoup.org
[1] marioninstitute.org

Top Domains in Tweet in G9:
[2] wacsi.org
[2] techsoup.global
[2] techsoup.org
[1] developmentdiaries.com
[1] modernghana.com

Top Domains in Tweet in G10:
[2] sincronhr.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[100] nonprofit
[90] nonprofits
[84] tech4good
[83] nptech
[50] techsoupchat
[43] ngos
[26] ongs
[22] fundraising
[21] foodinsecurity
[18] techsoup



Top Hashtags in Tweet in G1:
[39] nonprofit
[38] nonprofits
[33] ngos
[24] nptech
[20] techsoupchat
[20] ongs
[18] tech4good
[11] cdwsocial
[10] foodinsecurity
[10] blog

Top Hashtags in Tweet in G3:
[48] nonprofit
[48] nptech
[31] tech4good
[26] nonprofits
[12] fundraising
[7] crm
[7] nocode
[6] grant
[6] hotspots
[6] ong

Top Hashtags in Tweet in G4:
[3] nonprofits
[2] facebook
[2] donateyourbrain
[2] nonprofit
[1] tech4good
[1] accessibility
[1] texas

Top Hashtags in Tweet in G5:
[8] budget
[7] remotestaff
[7] crm
[5] techsoup
[3] nptech
[3] tech4good
[2] sponsorship
[2] fundraising
[2] virtualevents
[2] crowdfunding

Top Hashtags in Tweet in G6:
[25] tech4good
[7] innovation
[7] tech
[7] sustainability
[7] iot
[7] socialmedia
[6] tech4all
[5] nptech
[3] globalrecyclingday
[2] recycling

Top Hashtags in Tweet in G7:
[8] techsoupchat
[7] nonprofits
[2] publiclibraries
[1] tweetchat
[1] textsoupchat
[1] fooddelivery
[1] foodpickup
[1] publicgoodapphouse
[1] womensrights
[1] kingstonny

Top Hashtags in Tweet in G8:
[21] techsoupchat
[8] foodrescue
[6] foodinsecurity
[5] foodwaste
[4] publicgoodapphouse
[3] foodpantries
[3] techsoupcommunity
[2] appdemo
[2] blog
[2] appdemos

Top Hashtags in Tweet in G9:
[4] csos
[2] grant
[1] tech4good
[1] accra
[1] techsoup
[1] facebooklive
[1] microsoftexchange
[1] nonprofits
[1] developmentdiaries
[1] hardwaredonation

Top Words
Top Words in Tweet in Entire Graph:
[452] techsoup
[122] join
[114] netsquared
[100] #nonprofit
[92] food
[90] #nonprofits
[87] learn
[84] #tech4good
[83] #nptech
[79] digital

Top Words in Tweet in G1:
[107] techsoup
[60] learn
[47] check
[40] more
[39] #nonprofit
[38] #nonprofits
[33] #ngos
[28] join
[28] food
[24] #nptech

Top Words in Tweet in G2:
[77] fbi
[76] kenpaxtontx
[61] foxnews
[57] japamahatma
[52] nbc
[52] msnbc
[52] cnn
[52] uscourts
[52] deahq
[52] att

Top Words in Tweet in G3:
[98] techsoup
[70] netsquared
[48] #nonprofit
[48] #nptech
[31] #tech4good
[26] #nonprofits
[20] march
[19] more
[18] social
[18] nonprofit

Top Words in Tweet in G4:
[61] fhi360
[58] join
[52] digital
[37] learned
[35] weaponization
[33] afpeacebuilding
[32] techsoup
[30] information
[29] 18
[28] 12

Top Words in Tweet in G5:
[12] techsoup
[11] nonprofits
[8] face
[8] crisis
[8] amid
[8] economic
[8] upheaval
[8] #budget
[7] #remotestaff
[7] #crm

Top Words in Tweet in G6:
[38] nodexl
[33] fabriziobustama
[33] thepeopleshubuk
[33] albertoemachado
[30] calumgrevers
[25] top
[25] #tech4good
[25] netsquared
[17] tech4good
[16] influencers

Top Words in Tweet in G7:
[26] techsoup
[10] food
[9] tagtechorg
[8] #techsoupchat
[8] join
[8] infrastructure
[7] app
[7] #nonprofits
[6] volunteers
[6] social

Top Words in Tweet in G8:
[42] food
[34] techsoup
[26] app
[21] #techsoupchat
[18] foodrescuehero
[14] right
[8] volunteers
[8] #foodrescue
[8] much
[8] available

Top Words in Tweet in G9:
[31] wacsi
[25] techsoup
[16] support
[15] west
[15] africa
[14] csos
[13] countries
[12] techsoupwa
[12] pleased
[12] announce

Top Words in Tweet in G10:
[3] tanoorg
[3] myforefront
[3] nonprofitny
[3] flnonprofits
[3] techsoup
[3] mdnonprofits

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] techsoup,collincountygov
[44] att,techsoup
[39] weaponization,digital
[35] collincountygov,usgao
[34] digital,information
[33] nodexl,fabriziobustama
[33] fabriziobustama,thepeopleshubuk
[32] learn,more
[31] nbc,tbs
[31] tbs,msnbc

Top Word Pairs in Tweet in G1:
[30] learn,more
[14] #ngos,#ongs
[12] social,media
[11] #nonprofit,2021
[11] 2021,social
[11] media,trends
[11] trends,stay
[11] stay,top
[11] top,utilize
[11] utilize,techsoup

Top Word Pairs in Tweet in G2:
[45] techsoup,collincountygov
[44] att,techsoup
[35] collincountygov,usgao
[31] nbc,tbs
[31] tbs,msnbc
[31] msnbc,cnn
[31] cnn,foxnews
[31] foxnews,comey
[31] uscourts,deahq
[31] deahq,fbi

Top Word Pairs in Tweet in G3:
[16] techsoup,#nptech
[14] #nptech,#tech4good
[11] #tech4good,#nptech
[10] social,impact
[9] best,practices
[9] impact,app
[7] social,media
[7] techsoup,connect
[6] practices,techsoup
[6] free,online

Top Word Pairs in Tweet in G4:
[35] weaponization,digital
[30] digital,information
[27] mar,18
[26] information,learned
[26] join,fhi360
[24] 18,12
[22] host,afpeacebuilding
[21] co,host
[18] 12,30pm
[16] join,co

Top Word Pairs in Tweet in G5:
[8] nonprofits,face
[8] face,crisis
[8] crisis,amid
[8] amid,economic
[8] economic,upheaval
[8] upheaval,#budget
[7] #budget,#remotestaff
[7] #remotestaff,#crm
[4] コングラントが日本npoセンターと提携,約7
[4] 約7,000の非営利団体に

Top Word Pairs in Tweet in G6:
[33] nodexl,fabriziobustama
[33] fabriziobustama,thepeopleshubuk
[30] thepeopleshubuk,calumgrevers
[20] calumgrevers,albertoemachado
[20] albertoemachado,netsquared
[17] tech4good,nodexl
[16] top,influencers
[16] influencers,#tech4good
[16] #tech4good,nodexl
[10] albertoemachado,top

Top Word Pairs in Tweet in G7:
[5] #nonprofits,jeopardy
[5] jeopardy,result
[5] result,covid
[5] covid,19
[5] 19,time
[5] time,invest
[5] invest,stronger
[5] stronger,infrastructure
[5] infrastructure,join
[4] rolling,harvest

Top Word Pairs in Tweet in G8:
[7] food,right
[7] right,counter
[7] counter,convenience
[7] convenience,much
[7] much,right
[7] right,assume
[7] assume,bc
[7] bc,food
[7] food,available
[7] foodrescuehero,app

Top Word Pairs in Tweet in G9:
[15] west,africa
[12] pleased,announce
[12] announce,donation
[12] donation,102
[12] 102,laptops
[12] laptops,40
[12] 40,csos
[12] csos,countries
[12] countries,west
[12] africa,part

Top Word Pairs in Tweet in G10:
[3] tanoorg,myforefront
[3] myforefront,nonprofitny
[3] nonprofitny,flnonprofits
[3] flnonprofits,techsoup
[3] techsoup,mdnonprofits

Top Replied-To
Top Replied-To in Entire Graph:
@techsoup
@mastersvccc
@sweetie24236922
@jonathandpc81
@politicalbrew
@rudraaaaaaaaa
@netsquared
@412foodrescue
@foodfinderslbc
@amoration

Top Replied-To in G1:
@techsoup
@412foodrescue
@amoration
@foodfinderslbc
@foodrescuehero
@nptechdata
@impactfoundry
@antoinettesf
@eliz_oneal
@phood_phishing

Top Replied-To in G2:
@mastersvccc
@sweetie24236922
@politicalbrew
@jonathandpc81
@rudraaaaaaaaa

Top Replied-To in G3:
@netsquared
@asfitnetwork
@t4gswfl

Top Replied-To in G6:
@techsoup

Top Replied-To in G7:
@techsoup
@techsoup4libs
@barahonahawkins

Top Replied-To in G8:
@techsoup
@foodfinderslbc
@412foodrescue
@rhiannonsl
@stevenjdavidson

Top Replied-To in G9:
@kojoabroba
@netsquared

Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@netsquared
@kenpaxtontx
@fbi
@foxnews
@japamahatma
@fhi360
@cnn
@msnbc
@deahq

Top Mentioned in G1:
@techsoup
@foodrescuehero
@npquarterly
@netsquared
@techsoupchile
@microsoft
@grantstation
@fefmont_
@fhi360
@afpeacebuilding

Top Mentioned in G2:
@kenpaxtontx
@fbi
@foxnews
@japamahatma
@nbc
@msnbc
@cnn
@uscourts
@deahq
@att

Top Mentioned in G3:
@techsoup
@netsquared
@techsoupcanada
@tampatech4good
@mobilebeacon
@skvare
@thunkable
@techsoupsafrica
@microsoft
@tech_impact

Top Mentioned in G4:
@fhi360
@afpeacebuilding
@techsoup
@moonshotcve
@lovefrankieco
@jason_kelleher
@chrisworman
@thedolan
@evannahu
@ev

Top Mentioned in G5:

Top Mentioned in G6:
@fabriziobustama
@thepeopleshubuk
@albertoemachado
@calumgrevers
@netsquared
@salhaj
@techsoup
@alberto
@ronald_vanloon
@tblacktab

Top Mentioned in G7:
@techsoup
@tagtechorg
@classy
@techsoup4libs
@ntenorg
@nethope_org
@t
@googlenonprofit
@canva
@barahonahawkins

Top Mentioned in G8:
@techsoup
@foodrescuehero
@leahlizarondo
@link2feed
@netsquared
@freshfoodconnec
@scfoodpolicy
@foodre
@jenengland

Top Mentioned in G9:
@wacsi
@techsoup
@techsoupwa
@chrisworman
@carlmanlan
@chamridk
@safdev
@kojoabroba
@netsquared
@felaolagunju

Top Mentioned in G10:
@tanoorg
@myforefront
@nonprofitny
@flnonprofits
@techsoup
@mdnonprofits
@nonprofits
@wanonprofits
@nonprofitoregon
@calnonprofits

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@cybersec_feeds
@reuters
@el_pais
@noticiasrcn
@modernghanaweb
@ssxman2
@abc_es
@skynews
@nytimes

Top Tweeters in G1:
@cybersec_feeds
@ssxman2
@nytimes
@cnbc
@milaniolivera
@cnet
@mimproxyble
@engadget
@verge
@ocregister

Top Tweeters in G2:
@reuters
@el_pais
@noticiasrcn
@abc_es
@skynews
@foxnews
@japamahatma
@cnn
@elmundoes
@cnnee

Top Tweeters in G3:
@nomoreslaves
@bph
@msexcel
@news_nocode
@ramonray
@awatila
@ali
@twilio
@nonprofitorgs
@netsquared

Top Tweeters in G4:
@jornalistavitor
@marianatrobosky
@tutormentorteam
@jefeblack
@liitleb
@jcravens42
@fhi360
@alice_
@ekisaiah
@afpeacebuilding

Top Tweeters in G5:
@modernghanaweb
@portalbmk
@rehownet2
@newsrelease_jp
@prtimes_tech
@prtimes_stup
@cyberjuan
@c_sgeorge
@manifestcon
@dailyseo

Top Tweeters in G6:
@fmfrancoise
@salhaj
@education_24x7
@fabriziobustama
@sdg2030
@doneladams
@ronald_vanloon
@sustaintrends
@albertoemachado
@thepeopleshubuk

Top Tweeters in G7:
@kdc
@canva
@p2173
@abortionfunds
@solar_sister
@classy
@bebrightpink
@girlswhocode
@drbrianyl
@techsoup4libs

Top Tweeters in G8:
@joeybagovdonuts
@slackhq
@cherinlaw
@jenengland
@kitchenchemprof
@karenandandrew
@leahlizarondo
@umassd
@marioninstitute
@rhiannonsl

Top Tweeters in G9:
@kojoabroba
@kolojesse
@salioujalloh7
@dev_diaries
@wadrnews
@talkingafrica
@wacsi
@carlmanlan
@circuiteditor
@techsoupafrica

Top Tweeters in G10:
@myforefront
@mdnonprofits
@tanoorg
@calnonprofits
@nonprofitny
@idahononprofits
@nonprofitoregon
@utahnonprofits
@aznonprofits
@wanonprofits