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techsoup_2023-03-14_09-30-02.xlsx
techsoup_2023-03-14_09-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 14, 2023
Short Description:
techsoup via NodeXL https://bit.ly/3JGn7g6
@techsoup
@bylinedu
@plenty2eat
@techsoup_spain
@jrwells00
@asprodemarioja
@nptechedu
@tsc_london
@connect_fund
@googleanalytics

Top hashtags:
#nonprofit
#nonprofits
#techsoup
#nptech
#salesforce
#csr
#corpgov
#hrtech

Description:
Description
The graph represents a network of 2,410 Twitter users whose recent tweets contained "techsoup", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 16:43 UTC.

The tweets in the network were tweeted over the 3203-day, 6-hour, 29-minute period from Thursday, 05 June 2014 at 16:35 UTC to Monday, 13 March 2023 at 23:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 2410
Unique Edges : 2707
Edges With Duplicates : 10044
Total Edges : 12751
Number of Edge Types : 9
Mentions : 3393
Tweet : 960
Quote : 287
MentionsInQuote : 151
Replies to : 440
MentionsInReplyTo : 1497
MentionsInRetweet : 3988
Retweet : 2033
MentionsInQuoteReply : 2
Self-Loops : 1903
Reciprocated Vertex Pair Ratio : 0.0889653477512902
Reciprocated Edge Ratio : 0.16339426765967
Connected Components : 206
Single-Vertex Connected Components : 129
Maximum Vertices in a Connected Component : 2014
Maximum Edges in a Connected Component : 12040
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.160768
Graph Density : 0.000763216775267023
Modularity : 0.2641
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,410 Twitter users whose recent tweets contained "techsoup", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 16:43 UTC.

The tweets in the network were tweeted over the 3203-day, 6-hour, 29-minute period from Thursday, 05 June 2014 at 16:35 UTC to Monday, 13 March 2023 at 23:05 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[474] https://www.sevaxapp.com/
[391] https://www.sevaxapp.com/team-2/
[137] http://apps.apple.com/us/app/id1451705907
[110] https://www.sevaexchange.com/
[109] https://rebrandly.com/404
[109] https://www.sevaxapp.com/pricing-plans/
[98] https://apps.apple.com/us/app/id1451705907
[73] https://www.sevaxapp.com
[51] https://www.airmeet.com/e/a2f09400-24a6-11ed-966c-6d38ac400786
[48] https://www.techsoup.org/joining-techsoup/registration?utm_source=Tw&utm_medium=social&utm_term=Ful&utm_content=Ful&utm_campaign=Ful15

Top URLs in Tweet in G1:
[47] https://www.techsoup.org/joining-techsoup/registration?utm_source=Tw&utm_medium=social&utm_term=Ful&utm_content=Ful&utm_campaign=Ful15
[40] https://www.airmeet.com/e/a2f09400-24a6-11ed-966c-6d38ac400786
[32] https://page.techsoup.org/introducing-quad
[13] https://www.techsoupeurope.org/resources-for-nonprofits-affected-by-the-war-in-ukraine/
[12] https://www.iinternet.org
[11] https://datacommons.org/
[10] https://blog.techsoup.org/posts/techsoup-offers-for-nonprofits-with-larger-operating-budgets?utm_source=social&utm_medium=social&utm_campaign=2022orgchallenge&utm_content=community
[10] https://events.techsoup.org/events/details/techsoup-techsoup-events-and-webinars-presents-how-can-public-data-help-your-organization-an-introduction-to-datacommonsorg/
[7] https://events.techsoup.org/events/details/techsoup-techsoup-events-and-webinars-presents-unlocking-community-based-fundraising/
[6] https://survey.alchemer.com/s3/6903826/2022-Nonprofit-Digital-Marketing-Benchmark-Survey

Top URLs in Tweet in G2:
[469] https://www.sevaxapp.com/
[387] https://www.sevaxapp.com/team-2/
[137] http://apps.apple.com/us/app/id1451705907
[109] https://www.sevaxapp.com/pricing-plans/
[106] https://rebrandly.com/404
[106] https://www.sevaexchange.com/
[98] https://apps.apple.com/us/app/id1451705907
[73] https://www.sevaxapp.com
[48] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[43] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax&hl=en_US&gl=US

Top URLs in Tweet in G3:
[20] https://techsoup.course.tc/catalog/course/power-apps-101
[6] https://events.techsoup.org/
[4] http://www.techsoup.org/support/articles-and-how-tos/protecting-your-organization-from-spyware
[4] https://twitter.com/techsoupbrasil/status/1589968479733649414/photo/1
[4] https://twitter.com/ccpkenya/status/1629324400653660161/photo/1
[3] https://blog.techsoup.org/posts/your-2023-email-outreach-checklist
[3] https://twitter.com/ActivaEcuadorEu/status/1631805204419969028/photo/1
[2] https://www.meetup.com/Tech4Good-Cambridge/
[2] https://www.meetup.com/NetSquared-Midlands/
[2] https://www.meetup.com/netsquaredlondon/

Top URLs in Tweet in G4:
[24] https://www.gofundme.com/f/plenty-to-eat-food-pantry?utm_campaign=p_cp+share-sheet&utm_medium=copy_link_all&utm_source=customer
[12] https://www.gofundme.com/f/plenty-to-eat-food-pantry?utm_campaign=p_cp+share-sheet&utm_content=undefined&utm_medium=copy_link_all&utm_source=customer&utm_term=undefined
[1] https://twitter.com/plenty2eat/status/1547284167725023234/photo/1
[1] https://twitter.com/plenty2eat/status/1554504798724149250/photo/1
[1] https://twitter.com/plenty2eat/status/1569751312614522891/photo/1
[1] https://twitter.com/plenty2eat/status/1570077193627205632/photo/1
[1] https://blog.techsoup.org/posts/your-2023-email-outreach-checklist
[1] https://instagram.com/donutrundc/?igshid=YmMyMTA2M2Y=
[1] https://www.ebay.com/itm/284858594515?mkcid=16&mkevt=1&mkrid=711-127632-2357-0&ssspo=KzXK919xSjK&sssrc=2047675&ssuid=KzXK919xSjK&widget_ver=artemis&media=TW
[1] https://twitter.com/LifeUnsorted/status/1569751767990300673/photo/1

Top URLs in Tweet in G5:
[7] https://iinternet.org/
[4] https://twitter.com/wacsi/status/1625823683099955201/photo/1
[4] https://twitter.com/agi_foundation/status/1592810371844542464/photo/1
[3] https://connecthumanity.fund/will-for-the-web-workshops/#experiencing
[2] https://twitter.com/wadpn/status/1625104135103164416/photo/1
[2] https://twitter.com/wadpn/status/1625104138496270338/photo/1
[2] https://twitter.com/Connect_Fund/status/1618936929848020992/photo/1
[2] https://twitter.com/stgmdernegi/status/1575796612794060800/photo/1
[1] https://twitter.com/wadpn/status/1625104135103164416
[1] https://wacsi.org/hivemind-community-of-practice-for-digital-activists/

Top URLs in Tweet in G6:
[14] https://www.techsoup.org/
[5] https://techsoup.course.tc/catalog?type=microsoft-digital-skills-center
[2] https://events.techsoup.org/techsoup-connect-for-workforce-development-organizations/
[2] https://events.techsoup.org/events/details/techsoup-techsoup-connect-for-workforce-development-organizations-presents-government-contracting-internship-a-program-overview-with-qa/
[2] https://twitter.com/i/spaces/1BRJjZdpLDLJw
[1] https://twitter.com/drmalcolmadams/status/1479623610486738946
[1] https://twitter.com/drmalcolmadams/status/1561770379097538560/photo/1
[1] https://avidsolutionsintl.com
[1] https://adamscareeracademy.org
[1] https://twitter.com/i/web/status/1585483899592970240

Top URLs in Tweet in G7:
[4] https://twitter.com/his_global/status/1580531458539540480/photo/1
[4] https://twitter.com/HeritagePrimary/status/1579747450335944704/photo/1
[4] https://twitter.com/citilab/status/1578028505014898694/photo/1
[3] https://bylinedu.blogspot.com/2022/10/codeeu22.html
[3] https://survey.alchemer.com/s3/6954334/i-internet-survey-spanish
[3] https://twitter.com/HeritagePrimary/status/1580625107159916544/photo/1
[3] https://twitter.com/HeritagePrimary/status/1579906756989550593/photo/1
[3] https://twitter.com/TechSoupRomania/status/1618929443522887681/photo/1
[2] https://twitter.com/bylinedu/status/1581660977925234688/photo/1
[2] https://iinternet.org/

Top URLs in Tweet in G8:
[10] https://ghana.techsoup.global/content/microsoft-cloud-solutions-8
[6] https://events.techsoup.org/events/details/techsoup-techsoup-connect-western-canada-chapter-presents-the-top-technology-trends-for-nonprofits-in-2023/
[5] https://techsoup-ke.course.tc/catalog/cybersecurity-for-nonprofit-organizations-in-english
[4] https://events.techsoup.org/events/details/techsoup-techsoup-connect-western-canada-chapter-presents-5-steps-to-successful-online-raffles/
[4] https://events.techsoup.org/events/details/techsoup-techsoup-connect-western-canada-chapter-presents-maximizing-your-website-for-nonprofit-success/cohost-techsoup-connect-western-canada-chapter
[3] https://techsoup-ke.course.tc/catalog/power-bi-101-learn-the-basics
[3] https://phambano.us15.list-manage.com/subscribe?u=36d3f21d4bce120bf58e78227&id=ce2516a627
[3] https://ghana.techsoup.global/product-catalog?filter_donor_partner=328
[2] http://spr.ly/6042zNRQu
[2] https://events.techsoup.org/e/myab66/

Top URLs in Tweet in G9:
[4] https://clairification.com/clickit/clairity-click-2022-11-8-2022-2/
[4] http://nonProfithelp.news
[3] https://blog.techsoup.org/posts/improving-fundraising-tactics-by-understanding-buyer-behavior
[2] https://blog.techsoup.org/posts/data-backup-best-practices-for-nonprofits
[2] https://blog.techsoup.org/posts/7-tips-when-leveraging-videos-in-your-marketing-strategy
[2] https://blog.techsoup.org/posts/how-to-prepare-your-website-for-the-2022-giving-season
[2] https://blog.techsoup.org/posts/2023-trends-to-help-your-nonprofit-raise-more
[1] https://blog.techsoup.org/posts/getting-started-with-email-automation
[1] https://blog.techsoup.org/posts/is-domain-led-email-right-for-my-nonprofit
[1] https://blog.techsoup.org/posts/top-3-website-trends-for-2023

Top URLs in Tweet in G10:
[8] https://events.techsoup.org/events/details/techsoup-techsoup-connect-tech4good-south-west-chapter-presents-building-a-better-future-tech-for-good-creative-exploration/
[6] https://events.techsoup.org/events/details/techsoup-techsoup-connect-tech4good-south-west-chapter-presents-tech-for-good-exeter-relaunch/
[4] https://events.techsoup.org/events/details/techsoup-techsoup-connect-london-chapter-presents-people-culture-change-getting-digital-right-for-your-non-profit/
[3] https://events.techsoup.org/events/details/techsoup-techsoup-connect-tech4good-south-west-chapter-presents-tech-volunteering-roundtable/
[3] https://events.techsoup.org/events/details/techsoup-techsoup-connect-tech4good-south-west-chapter-presents-lunch-learn-google-analytics-4-what-you-need-to-know-now/
[3] https://twitter.com/tech4goodSW/status/1580147569250160640/photo/1
[3] https://events.techsoup.org/events/details/techsoup-techsoup-connect-london-chapter-presents-building-digital-skills-in-your-not-for-profit-organisation/
[3] http://careers.techsoup.org/apply/h6Fyxt8PGv/Mandarin-Customer-Service-Agent
[2] https://events.techsoup.org/events/details/techsoup-techsoup-connect-london-chapter-presents-your-digital-challenges-2023-share-learn-network-shape-future-meet-ups/
[2] https://events.techsoup.org/techsoup-connect-london-chapter/

Top Domains
Top Domains in Tweet in Entire Graph:
[2072] twitter.com
[1209] sevaxapp.com
[1118] techsoup.org
[235] apple.com
[211] nptechedu.org
[134] course.tc
[111] sevaexchange.com
[110] google.com
[109] rebrandly.com
[56] airmeet.com

Top Domains in Tweet in G1:
[914] twitter.com
[555] techsoup.org
[42] airmeet.com
[31] nptechforgood.com
[18] voicestorm.com
[16] bit.ly
[14] iinternet.org
[13] techsoupeurope.org
[13] course.tc
[12] datacommons.org

Top Domains in Tweet in G2:
[1200] sevaxapp.com
[643] twitter.com
[316] techsoup.org
[235] apple.com
[208] nptechedu.org
[107] sevaexchange.com
[106] rebrandly.com
[99] google.com
[39] techsoup.ca
[28] or.ke

Top Domains in Tweet in G3:
[86] techsoup.org
[52] twitter.com
[27] course.tc
[12] linkedin.com
[7] hackernoon.com
[6] meetup.com
[6] workinnonprofits.ca
[5] org.br
[4] prtimes.jp
[4] bit.ly

Top Domains in Tweet in G4:
[36] gofundme.com
[5] twitter.com
[1] techsoup.org
[1] instagram.com
[1] ebay.com
[1] wordpress.com

Top Domains in Tweet in G5:
[48] twitter.com
[8] iinternet.org
[6] connecthumanity.fund
[3] wacsi.org
[2] socialware.be
[1] techsoup.global
[1] medium.com
[1] zoom.us
[1] akamaized.net
[1] or.ke

Top Domains in Tweet in G6:
[19] techsoup.org
[12] twitter.com
[5] course.tc
[1] avidsolutionsintl.com
[1] adamscareeracademy.org
[1] nethopeglobalsummit.org
[1] zoom.us
[1] aka.tv

Top Domains in Tweet in G7:
[39] twitter.com
[4] blogspot.com
[3] alchemer.com
[2] iinternet.org
[1] techsoup.org
[1] youtu.be
[1] meet-and-code.org
[1] zoom.us
[1] socince.com
[1] workplace.com

Top Domains in Tweet in G8:
[83] twitter.com
[32] techsoup.org
[28] course.tc
[19] techsoup.global
[7] techsoupsouthafrica.org
[4] techsoupwestafrica.org
[3] list-manage.com
[3] youtube.com
[3] foundationsource.com
[2] spr.ly

Top Domains in Tweet in G9:
[25] paper.li
[22] techsoup.org
[6] clairification.com
[4] nonprofithelp.news
[1] techsoup.ca
[1] twitter.com
[1] nonprofitpro.com

Top Domains in Tweet in G10:
[35] techsoup.org
[21] twitter.com
[1] bemore.digital

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[998] nonprofit
[771] nonprofits
[564] techsoup
[539] nptech
[443] salesforce
[435] csr
[425] corpgov
[369] hrtech
[355] futureofwork
[351] csuite



Top Hashtags in Tweet in G1:
[451] nonprofits
[421] nonprofit
[324] nptech
[231] techsoup
[139] techsoupblog
[96] futureofwork
[95] fundraising
[90] npmarketing
[82] npfundraising
[72] tswebinar

Top Hashtags in Tweet in G2:
[449] nonprofit
[441] salesforce
[430] csr
[423] corpgov
[369] hrtech
[348] csuite
[265] hr
[261] techsoup
[258] nonprofits
[256] legaltech

Top Hashtags in Tweet in G3:
[13] nonprofit
[13] techsoup
[5] nonprofits
[3] technology
[3] trucking
[2] tech
[2] finance
[2] ongs
[2] doacao
[2] hubspot

Top Hashtags in Tweet in G4:
[3] washingtondc
[2] nonprofit
[2] foodbank
[2] foodie
[2] food
[1] techsoup
[1] dcfoodbank
[1] communityservice
[1] servingourcommunity
[1] chocolate

Top Hashtags in Tweet in G5:
[21] i____internet
[13] digitaldivide
[12] digitalequity
[8] techsoup
[7] wacsi
[6] civilsociety
[4] node
[4] nigeria
[4] wacsinigerianode
[4] nonprofits

Top Hashtags in Tweet in G6:
[8] space
[8] vibe
[2] digitaltransformation
[2] nonprofit
[2] zoomtopia
[2] ff
[1] techforgood
[1] nethopesummit2022
[1] facebookportalgo
[1] bethechange

Top Hashtags in Tweet in G7:
[11] arduino
[10] meetandcode
[10] sap4good
[10] robots
[9] codeeu
[8] codeweek
[5] techsoup
[4] tablets
[4] uniendofuerzas
[3] brechadigital

Top Hashtags in Tweet in G8:
[43] nonprofit
[32] techsoupinsouthernafrica
[27] nonprofits
[18] techsoupcourses
[17] techsoup
[16] techsoupwestafrica
[13] microsoft365
[12] technology
[10] cybersecurity
[10] techfornonprofits

Top Hashtags in Tweet in G9:
[34] nonprofit
[11] philanthropy
[10] fundraising
[4] nonprofitjobs
[3] email
[2] nonprofits
[1] communications
[1] data
[1] marketing
[1] online

Top Hashtags in Tweet in G10:
[10] tech4good
[8] digital
[7] exeter
[7] london
[5] tech
[5] charities
[5] digitalskills
[5] notforprofit
[4] legoseriousplay
[3] bristoltechfestival

Top Words
Top Words in Tweet in Entire Graph:
[2714] techsoup
[957] #nonprofit
[776] learn
[766] #nonprofits
[686] more
[539] #nptech
[480] join
[470] #techsoup
[443] #salesforce
[435] #csr

Top Words in Tweet in G1:
[835] techsoup
[500] learn
[447] #nonprofits
[396] #nonprofit
[395] more
[324] #nptech
[248] join
[186] help
[179] #techsoup
[177] save

Top Words in Tweet in G2:
[1071] techsoup
[441] #salesforce
[435] #nonprofit
[430] #csr
[423] #corpgov
[369] #hrtech
[348] #csuite
[265] #hr
[257] #nonprofits
[256] #legaltech

Top Words in Tweet in G3:
[83] techsoup
[44] nonprofits
[26] nonprofit
[23] microsoft
[22] training
[22] gt
[22] lt
[21] technology
[21] power
[21] platform

Top Words in Tweet in G4:
[85] craignewmark
[73] plenty2eat
[73] dchunger
[72] techsoup
[62] feedingamerica
[58] dcv4a
[55] ichildnutrition
[54] lifeunsorted
[45] dcck
[44] foodbankmetrodc

Top Words in Tweet in G5:
[91] techsoup
[35] connect_fund
[32] wacsi
[31] digital
[27] civil
[27] society
[21] access
[21] #i____internet
[21] help
[18] take

Top Words in Tweet in G6:
[35] non
[32] profit
[28] techsoup
[26] verified
[24] organizations
[15] 501
[14] please
[14] microsoft
[14] cost
[14] lower

Top Words in Tweet in G7:
[48] meetandcode
[35] his_moldova
[29] students
[26] heritageprimary
[25] adrianabujag
[24] event
[22] techsoup
[21] annacires
[21] today
[18] his_global

Top Words in Tweet in G8:
[42] #nonprofit
[37] techsoup
[36] event
[32] #techsoupinsouthernafrica
[30] nonprofit
[28] take
[27] today
[27] data
[27] tscvancouver
[27] course

Top Words in Tweet in G9:
[34] techsoup
[33] #nonprofit
[26] thanks
[25] latest
[18] nonprofit
[17] stockman
[17] daily
[17] reed
[11] #philanthropy
[10] #fundraising

Top Words in Tweet in G10:
[41] join
[25] tech4goodsw
[22] tech
[21] tsc_london
[18] next
[16] good
[16] charities
[15] person
[13] looking
[12] build

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[323] learn,more
[270] #salesforce,#csr
[238] #legaltech,#csuite
[207] #hrtech,#legaltech
[164] #csr,#corpgov
[162] #corpgov,#hrtech
[158] #nptech,#nonprofits
[147] techsoup,list
[129] #csuite,#hr
[127] next,week

Top Word Pairs in Tweet in G1:
[227] learn,more
[112] #nptech,#nonprofits
[93] 10am,pt
[64] save,seat
[59] read,more
[49] 17,000
[49] more,#nptech
[48] nonprofits,save
[48] save,focus
[48] mission,#techedup

Top Word Pairs in Tweet in G2:
[270] #salesforce,#csr
[238] #legaltech,#csuite
[207] #hrtech,#legaltech
[164] #csr,#corpgov
[162] #corpgov,#hrtech
[147] techsoup,list
[129] #csuite,#hr
[127] #hranalytics,#nptech
[108] #corpgov,#csr
[105] #adp,#techsoup

Top Word Pairs in Tweet in G3:
[22] lt,gt
[20] microsoft,power
[20] platform,training
[20] power,platform
[20] training,nonprofits
[12] tis,日本npoセンター
[11] gt,デジタル
[11] techsoup協働事業,助成プログラム
[11] 日本npoセンター,techsoup協働事業
[11] デジタル,lt

Top Word Pairs in Tweet in G4:
[48] plenty2eat,craignewmark
[30] craignewmark,lifeunsorted
[30] foodbankmetrodc,feedingamerica
[27] ichildnutrition,techsoup
[26] techsoup,nonprofitorgs
[24] ichildnutrition,breadforthecity
[23] breadforthecity,techsoup
[23] dchunger,dcv4a
[22] craignewmark,axjusticemoore
[21] dcck,dc_greens

Top Word Pairs in Tweet in G5:
[26] civil,society
[15] west,africa
[13] node,nigeria
[12] pandemic,increased
[12] following,pandemic
[12] techsoup,following
[12] close,#digitaldivide
[12] take,#i____internet
[12] #digitaldivide,take
[12] increased,resources

Top Word Pairs in Tweet in G6:
[30] non,profit
[14] 501,organizations
[14] profit,501
[13] lower,cost
[13] consider,providing
[13] profit,status
[13] organizations,non
[13] providing,lower
[12] easily,verified
[12] verified,checkmark

Top Word Pairs in Tweet in G7:
[19] students,his_moldova
[15] meetandcode,event
[14] adrianabujag,annacires
[11] heritageprimary,today
[10] today,students
[9] #robots,help
[9] meetandcode,#robots
[9] his_moldova,participated
[9] event,meetandcode
[9] event,turned

Top Word Pairs in Tweet in G8:
[10] #nonprofits,2023
[10] steps,successful
[10] take,course
[10] top,#technology
[9] #technology,trends
[9] emails,send
[9] many,emails
[9] online,raffles
[9] successful,online
[9] virtual,event

Top Word Pairs in Tweet in G9:
[17] reed,stockman
[17] latest,reed
[17] daily,thanks
[17] stockman,daily
[8] #nonprofit,#fundraising
[8] thanks,techsoup
[7] #philanthropy,#nonprofit
[7] techsoup,#nonprofit
[6] clairity,click
[6] links,free

Top Word Pairs in Tweet in G10:
[10] tech,good
[8] expertise,best
[8] looking,build
[8] best,support
[7] next,week
[6] lego,serious
[6] re,launch
[6] community,organisations
[6] skills,social
[6] culture,change

Top Replied-To
Top Replied-To in Entire Graph:
@techsoup
@craignewmark
@martinhoyes
@fwdhumanity
@megantarnow
@twittersupport
@teach_vc
@connect_fund
@techsoupcanada
@dzx_w3

Top Replied-To in G1:
@techsoup
@hpsupport
@jlwcpa2
@google
@msftnonprofits
@jetpackcrm
@katerosebee
@steveathon
@thelovely_lions
@unclepaulemath

Top Replied-To in G2:
@techsoup
@martinhoyes
@fwdhumanity
@techsoupcanada
@big_tech
@techsoupconnect
@suzboop
@jenny_community
@rpodric
@kcdf

Top Replied-To in G4:
@craignewmark
@plenty2eat
@foodandfriends

Top Replied-To in G5:
@connect_fund
@atsen_
@wacsi
@givingtueafrica
@tosinraj
@johntoby007
@circuiteditor
@cddwestafrica
@techsoup
@techcrunch

Top Replied-To in G6:
@twittersupport
@elonmusk
@drmalcolmadams
@bbybooruth
@teneikaask_you
@killer_kbee
@micsolana
@alsultan_meriam
@microsoftteams
@volboozefoodie

Top Replied-To in G7:
@techsoup_spain
@his_global
@citilab

Top Replied-To in G8:
@npquarterly
@nptechedu
@jaidjwa

Top Replied-To in G9:
@techsoup
@charityclairity

Top Replied-To in G10:
@tech4goodsw
@howardlake
@_bemoredigital
@techsoup

Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@fwdhumanity
@nonprofitorgs
@connect_fund
@hcm_tech
@techsoupconnect
@grantstation
@dchunger
@plenty2eat
@givingtuesday

Top Mentioned in G1:
@techsoup
@connect_fund
@nonprofitorgs
@tappnetwork
@grantstation
@webb
@roundtableit
@givingtuesday
@tonymartignetti
@suzboop

Top Mentioned in G2:
@techsoup
@fwdhumanity
@hcm_tech
@martinhoyes
@techsoupconnect
@grantstation
@nonprofitorgs
@techsoupkenya
@techsoupcanada
@roundtableit

Top Mentioned in G3:
@emenoguphillip1

Top Mentioned in G4:
@dchunger
@techsoup
@plenty2eat
@feedingamerica
@dcv4a
@ichildnutrition
@lifeunsorted
@craignewmark
@dcck
@foodbankmetrodc

Top Mentioned in G5:
@techsoup
@connect_fund
@wacsi
@agi_foundation
@cyberexpertsng
@lynsecofficial
@circuiteditor
@chrisworman
@techsoupturkiye
@givingtuesday

Top Mentioned in G6:
@techsoup
@microsoft
@microsoftteams
@drmalcolmadams
@twitterspaces
@nethope_org
@zoom
@elonmusk
@twitter
@worldvision

Top Mentioned in G7:
@meetandcode
@his_moldova
@heritageprimary
@adrianabujag
@annacires
@techsoup
@his_global
@techsoup_spain
@etsid

Top Mentioned in G8:
@tscvancouver
@techsoupsafrica
@phambanotech
@techsoup
@techsoupwa
@nptechedu
@wowdigitalinc
@techsoupcanada
@nonprofitviz
@trellis_org

Top Mentioned in G9:
@techsoup
@bloomerangtech
@charityclairity
@dennisfischman
@greatergoodsc
@non_profit_info
@pndblog
@jaybarclaylove
@ukfundraising
@adrptweets

Top Mentioned in G10:
@tech4goodsw
@tsc_london
@tech_bristol
@barcampnfp
@space4coop
@vichancockfell
@superhighwaysuk
@michaelmcandrew
@medavep
@antoniabunnin

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@evankirstel
@prtimes_news
@o_fabriciosouza
@dancas2
@dianamsharpton
@dataaugmented
@m_hayase256
@digestwordpress
@moypinzon

Top Tweeters in G1:
@chidambara09
@dancas2
@education_24x7
@ricardo_ik_ahau
@wwf
@gadflyquebec
@maxamaxim
@forbes
@ablnk
@hpsupport

Top Tweeters in G2:
@digestwordpress
@ucloudify
@godfrey_g_
@parlez_me_ntory
@vrretweeter
@hiringcare
@slrtbot
@adobecare
@gdprai
@slackhq

Top Tweeters in G3:
@prtimes_news
@rehownet2
@jobboardsrch
@zobjobsus
@harapeko_wktk
@vacanciesinukr1
@pie20121
@newsrelease_it
@newsrelease_hl
@winpca

Top Tweeters in G4:
@dianamsharpton
@jdsgiftshack
@washingtonpost
@fox5dc
@paulaannev
@djdz8edb2hmj3r4
@flai1234
@fox59
@mcwilsonky
@quilts_more

Top Tweeters in G5:
@smartecocity
@techcrunch
@atsen_
@ramosnadia
@larry_irving
@ruhavi
@cddwestafrica
@kojoabroba
@accessnow
@oaaigbe

Top Tweeters in G6:
@evankirstel
@nordicgeo
@alsultan_meriam
@dailydooh
@twittersupport
@rpatoolsc
@patriciafacquet
@mrsivyarias
@microsoftteams
@zoom

Top Tweeters in G7:
@moypinzon
@capacesnews
@alfarmada
@vidhyag12
@ctrujillot77
@sap
@coderdojo
@capitanjb
@liketaurus
@inedu

Top Tweeters in G8:
@dataaugmented
@npquarterly
@submittable
@havealotdc
@midean95
@theemzwandile
@trello
@alisonk_consult
@project2080com
@nphub

Top Tweeters in G9:
@hardlynormal
@pressherald
@ephraimgopin
@infosecsherpa
@pndblog
@juliacsocial
@247wallst
@elearnindustry
@dennisfischman
@thirdsector

Top Tweeters in G10:
@jobsviatweet
@mardixon
@howardlake
@londonkirsty
@charitychap
@dcms
@charitycomms
@goreckidawn
@annholman
@noticeperiodcom


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