nptech, Twitter, 2/14/2023 8:57:02 PM, 289459


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nptech_2023-02-14_05-30-01.xlsx
nptech_2023-02-14_05-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 14, 2023
Short Description:
nptech via NodeXL https://bit.ly/3I0mJHo
@techsoup
@openmediaorg
@ntenorg
@fwdhumanity
@sectest9
@cybersecurityn8
@2morrowknight
@nptech_ash
@amyrsward
@dgmascarina

Top hashtags:
#nptech
#nonprofit
#csr
#nonprofits
#corpgov
#salesforce
#csuite
#hr
#hrtech
#shrm

Description:
Description
The graph represents a network of 1,529 Twitter users whose recent tweets contained "nptech", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 13:43 UTC.

The tweets in the network were tweeted over the 3132-day, 6-hour, 14-minute period from Friday, 18 July 2014 at 15:09 UTC to Monday, 13 February 2023 at 21:24 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 : 1529
Unique Edges : 1431
Edges With Duplicates : 7814
Total Edges : 9245
Number of Edge Types : 9
Retweet : 2091
MentionsInRetweet : 3017
Mentions : 1721
Tweet : 1381
Quote : 484
Replies to : 161
MentionsInReplyTo : 236
MentionsInQuote : 142
MentionsInQuoteReply : 12
Self-Loops : 2690
Reciprocated Vertex Pair Ratio : 0.0847299813780261
Reciprocated Edge Ratio : 0.156223175965665
Connected Components : 127
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 1258
Maximum Edges in a Connected Component : 8731
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.60092
Graph Density : 0.000997298306048165
Modularity : 0.218025
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,529 Twitter users whose recent tweets contained "nptech", 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 13:43 UTC.

The tweets in the network were tweeted over the 3132-day, 6-hour, 14-minute period from Friday, 18 July 2014 at 15:09 UTC to Monday, 13 February 2023 at 21:24 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 : nptech
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:
[637] https://www.sevaxapp.com/
[594] http://apps.apple.com/us/app/id1451705907
[365] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[343] https://apps.apple.com/us/app/id1451705907
[288] https://www.sevaxapp.com/team-2/
[230] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[219] https://sevaxapp.com
[133] https://sevaxapp.com/team-2
[132] https://www.donateapc.org.uk/
[131] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax

Top URLs in Tweet in G1:
[29] https://page.techsoup.org/introducing-quad
[11] https://www.airmeet.com/e/a2f09400-24a6-11ed-966c-6d38ac400786
[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
[8] https://survey.alchemer.com/s3/6903826/2022-Nonprofit-Digital-Marketing-Benchmark-Survey
[6] https://page.techsoup.org/ambassador-program
[6] https://events.techsoup.org/events/details/techsoup-techsoup-events-and-webinars-presents-how-can-public-data-help-your-organization-an-introduction-to-datacommonsorg/
[5] https://www.nten.org/article/2022-managing-nonprofit-tech-change-report/
[4] https://events.techsoup.org/events/details/techsoup-techsoup-events-and-webinars-presents-black-history-month-nonprofit-spotlight/
[4] https://blog.techsoup.org/posts/10-helpful-cloud-based-tools-for-nonprofits-in-2022
[4] https://www.latech4good.org/news/responsible

Top URLs in Tweet in G2:
[634] https://www.sevaxapp.com/
[591] http://apps.apple.com/us/app/id1451705907
[362] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[343] https://apps.apple.com/us/app/id1451705907
[288] https://www.sevaxapp.com/team-2/
[219] https://sevaxapp.com
[133] https://sevaxapp.com/team-2
[131] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[124] https://www.sevaxapp.com/pricing-plans/
[108] https://www.onwardshr.com/blog/who-stays-and-who-goes

Top URLs in Tweet in G3:
[230] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[2] https://blog.google/intl/en-ca/company-news/outreach-initiatives/canada-keep-youtube-yours/
[1] https://twitter.com/nowthisnews/status/1024763701700780038/video/1
[1] https://www.rechtsbescherming.nu/
[1] https://www.youtube.com/watch?v=sRne-pLvY6M&feature=youtu.be


Top URLs in Tweet in G4:
[5] https://www.soapboxengage.com/pub-crawl
[4] https://twitter.com/_fionta/status/1572717427791908866/photo/1
[4] https://twitter.com/_fionta/status/1592594426773540864/photo/1
[4] https://twitter.com/_fionta/status/1572627156899098624/photo/1
[3] https://twitter.com/_fionta/status/1600639162071232512/photo/1
[2] https://twitter.com/_fionta/status/1552727661427826691/photo/1
[2] https://np.fionta.com/l/550732/2022-07-11/q5lr6r/42284
[2] https://fionta.com/about/conferences/
[2] https://np.fionta.com/l/550732/2022-08-03/qjf19c/43261
[2] https://twitter.com/_fionta/status/1567927418937290752/photo/1

Top URLs in Tweet in G5:
[5] https://thesocialtech.org/non-profit-consult-us.html
[2] https://everwall.com/blog/marketing-tools-for-nonprofits/
[2] https://www.signify.solutions/blog/should-you-invest-in-a-copywriter-for-your-nonprofit-social-enterprise-impact-website
[2] https://www.signify.solutions/blog/should-your-nonprofit-have-a-blog
[2] https://twitter.com/SignifySolution/status/1238106305824505857/photo/1
[2] https://www.signify.solutions/blog/podcasting-trends
[2] https://www.gofundme.com/f/rjrnr-help-stop-eviction-please?utm_campaign=p_cp+share-sheet&utm_content=undefined&utm_medium=copy_link_all&utm_source=customer&utm_term=undefined
[2] https://evergreendm.com/nonprofit-websites/
[1] https://www.gofundme.com/f/help-kitty-with-his-medication?member=20080243&sharetype=teams&utm_campaign=p_na+share-sheet&utm_medium=social&utm_source=twitter
[1] https://twitter.com/NonprofitInspi1/status/1546887706097209346/photo/1

Top URLs in Tweet in G6:
[4] https://servicesinaction.org/what-planning-software-is-best-for-me/
[3] https://mailchi.mp/68a092c77e18/3-main-assets-of-fundraising-that-get-attention
[2] https://www.donorsearch.net/prospectview-online/?utm_campaign=2022%20-%20Content%20-%20Social%20Media&utm_content=229259067&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[2] https://www.donorsearch.net/resources/when-youre-inspired-your-donors-will-give-more/?utm_campaign=2022%20-%20Content%20-%20Social%20Media&utm_content=229261070&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[2] https://twitter.com/servicesaction/status/1519100260194217984/photo/1
[2] https://twitter.com/servicesaction/status/1519667497967968263/photo/1
[2] https://blog.techsoup.org/posts/last-minute-tips-for-end-of-year-fundraising
[2] https://mailchi.mp/31ef843959da/3-main-assets-of-fundraising-that-get-attention
[1] https://wiredimpact.com/blog/how-can-nonprofits-use-data-to-show-impact/?utm_content=bufferbac86&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/blog/3-ways-connect-fundraising-marketing-efforts/?utm_content=buffer863e4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[1] https://miro.com/blog/hybrid-collaboration-field-guide/
[1] https://twitter.com/ArtBlocks0/status/1607565348525547520
[1] https://twitter.com/zkSyncNetwork_/status/1607509016137064448
[1] https://twitter.com/zkSyncNetwork_/status/1607660111803318275
[1] https://linktr.ee/nftnickelodeon
[1] https://twitter.com/SmithiKumari/status/1623380577830174720/video/1
[1] https://twitter.com/SmithiKumari/status/1623380577830174720

Top URLs in Tweet in G8:
[9] https://www.thenonprofittimes.com/technology/6-steps-podcasts-with-purpose/
[7] https://www.funraise.org/blog/how-to-track-your-nonprofits-marketing-metrics
[3] http://apps.apple.com/us/app/id1451705907
[3] https://www.sevaxapp.com/
[3] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[2] https://www.youtube.com/channel/UCY9kLwhO3wsUi_OZvWDbJNw
[2] https://km4s.ca/2022/07/do-nonprofits-lead-the-private-sector-in-digital-engagement-the-answer-might-surprise-you/
[2] https://www.thenonprofittimes.com/technology/fundraising-platform-gets-8-million-investment/
[2] https://www.thenonprofittimes.com/npt_articles/major-npotech-firms-rebranded-as-bonterra/
[2] https://www.thenonprofittimes.com/hr/nonprofits-shedding-property/

Top URLs in Tweet in G9:
[2] https://twitter.com/alexdolbun/status/1508858687275819027/photo/1
[1] https://twitter.com/unicornwitness/status/1506222266497089545/photo/1
[1] https://twitter.com/lucydontweet/status/1506192596997218304
[1] https://twitter.com/olianayda/status/1530887796591820801/photo/1
[1] https://twitter.com/olianayda/status/1510353897868730379/photo/1
[1] https://twitter.com/alexdolbun/status/1530889946252328961/photo/1
[1] https://landscape.cncf.io/
[1] https://twitter.com/alexdolbun/status/1524866026378346519/video/1
[1] https://twitter.com/alexdolbun/status/1505885923858341891/photo/1
[1] https://twitter.com/alexdolbun/status/1488608107832004619/photo/1

Top URLs in Tweet in G10:
[12] https://www.crmscience.com/single-post/2019/05/09/Successfully-Roll-Out-Salesforce-Lightning
[10] https://givebox.com/
[6] https://www.crmscience.com/single-post/2020/04/29/Salesforce-Resources-Nonprofits-Can-Use-to-Emerge-Stronger-After-Covid-19
[4] https://twitter.com/nptemplateshop/status/1537532264405417985/photo/1
[4] https://twitter.com/nptemplateshop/status/1521191963915169796/photo/1
[4] https://twitter.com/nptemplateshop/status/1524725197391151107/photo/1
[4] https://twitter.com/nptemplateshop/status/1562521209501151232/photo/1
[4] https://twitter.com/nptemplateshop/status/1527371025586892813/photo/1
[3] https://www.magnifygood.com/3-mistakes-nonprofits-are-making-with-their-database/
[2] https://imis.com/?utm_campaign=SiteLaunch22&utm_content=207688615&utm_medium=social&utm_source=twitter&hss_channel=tw-49793068

Top Domains
Top Domains in Tweet in Entire Graph:
[2080] twitter.com
[1725] sevaxapp.com
[942] apple.com
[498] google.com
[381] onwardshr.com
[322] techsoup.org
[230] openmedia.org
[143] org.uk
[103] youtube.com
[96] fionta.com

Top Domains in Tweet in G1:
[402] twitter.com
[251] techsoup.org
[13] nptechforgood.com
[11] airmeet.com
[10] nten.org
[8] alchemer.com
[7] eventbrite.com
[6] techforwardconference.org
[5] datacommons.org
[4] asana.com

Top Domains in Tweet in G2:
[1722] sevaxapp.com
[939] apple.com
[771] twitter.com
[494] google.com
[381] onwardshr.com
[72] youtube.com
[71] 4agoodcause.com
[66] techsoup.org
[59] similarplay.com
[53] appadvice.com

Top Domains in Tweet in G3:
[230] openmedia.org
[2] blog.google
[1] twitter.com
[1] rechtsbescherming.nu
[1] youtube.com

Top Domains in Tweet in G4:
[147] twitter.com
[95] fionta.com
[19] soapboxengage.com
[6] idealistconsulting.com
[5] omaticsoftware.com
[5] andrewswharton.com
[4] employedforgood.com
[3] salesforce.com
[3] buzzbold.com
[3] nasscomfoundation.org

Top Domains in Tweet in G5:
[57] twitter.com
[8] signify.solutions
[7] cloudpockets.com
[5] thesocialtech.org
[5] voicestorm.com
[4] gofundme.com
[4] smh.re
[4] evergreendm.com
[3] fiverr.com
[3] charityengine.net

Top Domains in Tweet in G6:
[202] twitter.com
[59] donorsearch.net
[47] qgiv.com
[39] backofficethinking.com
[24] givesmart.com
[16] wiredimpact.com
[12] zoom.us
[11] bit.ly
[8] hs-sites.com
[8] mailchi.mp

Top Domains in Tweet in G7:
[5] twitter.com
[1] miro.com
[1] linktr.ee

Top Domains in Tweet in G8:
[22] twitter.com
[20] thenonprofittimes.com
[7] funraise.org
[5] km4s.ca
[3] apple.com
[3] sevaxapp.com
[3] google.com
[2] youtube.com
[2] linkedin.com
[2] projectmushroom.social

Top Domains in Tweet in G9:
[16] twitter.com
[1] cncf.io
[1] notion.site
[1] owlvc.com

Top Domains in Tweet in G10:
[76] twitter.com
[22] crmscience.com
[13] magnifygood.com
[11] imis.com
[11] givebox.com
[6] ow.ly
[4] youtube.com
[2] zoom.us
[1] wbtsystems.com
[1] ibconcepts.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3306] nptech
[1862] nonprofit
[1391] csr
[1384] nonprofits
[1284] corpgov
[935] salesforce
[890] csuite
[865] hr
[796] hrtech
[761] shrm



Top Hashtags in Tweet in G1:
[464] nptech
[322] nonprofits
[259] nonprofit
[142] techsoup
[95] techsoupblog
[49] tswebinar
[44] npmarketing
[39] tech4good
[36] fundraising
[32] greentech

Top Hashtags in Tweet in G2:
[1352] csr
[1281] corpgov
[1232] nptech
[1214] nonprofit
[908] nonprofits
[890] csuite
[861] hr
[854] salesforce
[795] hrtech
[761] shrm

Top Hashtags in Tweet in G3:
[234] nptech
[233] technology
[5] reportingxpress
[5] free
[5] internet
[5] cdnpoli
[3] billc11
[2] givingtuesday
[2] canada
[2] censorship

Top Hashtags in Tweet in G4:
[194] nptech
[39] salesforce
[29] assnchat
[23] nonprofits
[21] nonprofit
[17] df22
[15] npsp
[15] fundraising
[10] raisersedge
[10] dreamforce2022

Top Hashtags in Tweet in G5:
[103] nptech
[40] nonprofit
[23] charity
[21] socialgood
[18] fundraising
[16] 4change
[15] csr
[12] nonprofits
[11] techforgood
[8] fundchat

Top Hashtags in Tweet in G6:
[286] nptech
[209] fundraising
[157] nonprofit
[36] dogood
[31] nptechsuccess
[30] nonprofits
[26] socialchange
[20] philanthropy
[17] backofficethinking
[13] webinar

Top Hashtags in Tweet in G7:
[1] nptech

Top Hashtags in Tweet in G8:
[67] nptech
[25] nonprofit
[16] npomarketing
[14] nonprofits
[13] techforgood
[9] fundraising
[9] podcasts
[9] metrics
[7] socialmedia
[7] marketing

Top Hashtags in Tweet in G9:
[13] nptech
[5] buildinpublic
[3] community
[2] inabudhabi
[2] armenia
[2] womeninbusiness
[1] glocal
[1] womenintech
[1] femalefounders
[1] daomaker

Top Hashtags in Tweet in G10:
[87] nptech
[24] salesforce
[20] sfdc
[16] insurtech
[16] tech
[15] association
[14] fintech
[13] digitaltransformation
[12] consultant
[12] crm

Top Words
Top Words in Tweet in Entire Graph:
[3308] #nptech
[1825] #nonprofit
[1391] #csr
[1382] #nonprofits
[1284] #corpgov
[934] #salesforce
[890] #csuite
[865] #hr
[796] #hrtech
[761] #shrm

Top Words in Tweet in G1:
[464] #nptech
[325] techsoup
[321] #nonprofits
[250] learn
[241] #nonprofit
[171] more
[160] join
[115] technology
[111] 2022
[109] #techsoup

Top Words in Tweet in G2:
[1352] #csr
[1281] #corpgov
[1232] #nptech
[1209] #nonprofit
[907] #nonprofits
[890] #csuite
[861] #hr
[854] #salesforce
[795] #hrtech
[761] #shrm

Top Words in Tweet in G3:
[234] #nptech
[233] #technology
[233] fight
[232] openmediaorg
[232] internet
[231] help
[230] open
[228] today
[227] donate
[27] helps

Top Words in Tweet in G4:
[194] #nptech
[110] sfdopartners
[92] gt
[55] learn
[46] _fionta
[42] salesforce
[38] join
[38] more
[38] #salesforce
[37] data

Top Words in Tweet in G5:
[103] #nptech
[38] #nonprofit
[23] #charity
[21] #socialgood
[19] help
[18] #fundraising
[17] tech
[16] #4change
[15] #csr
[14] nonprofit

Top Words in Tweet in G6:
[286] #nptech
[209] #fundraising
[157] #nonprofit
[94] fundraising
[69] find
[67] more
[67] nonprofit
[51] co
[50] blog
[49] learn

Top Words in Tweet in G7:
[4] nptech_ash
[2] free
[2] mint

Top Words in Tweet in G8:
[67] #nptech
[25] #nonprofit
[19] nonprofittimes
[17] funraise
[16] #npomarketing
[16] npo
[16] vanessaechase
[15] marketing
[14] #nonprofits
[13] here's

Top Words in Tweet in G9:
[23] unicornwitness
[19] community
[15] #nptech
[11] thanks
[11] together
[7] alexdolbun
[5] tech
[5] thank
[5] radostgrust
[5] glocal

Top Words in Tweet in G10:
[87] #nptech
[24] #salesforce
[23] more
[22] asking
[20] salesforce
[20] #sfdc
[19] solutions
[17] blog
[16] #insurtech
[16] read

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[490] #nonprofits,#nonprofit
[472] #csr,#corpgov
[315] #csuite,#hr
[311] #corpgov,#hrtech
[311] #legaltech,#csuite
[306] #hrtech,#legaltech
[296] #corpgov,#socialgood
[287] #socialgood,#shrm
[283] #shrm,#nonprofits
[278] #salesforce,#csr

Top Word Pairs in Tweet in G1:
[126] #nptech,#nonprofits
[99] learn,more
[52] 10am,pt
[51] more,#nptech
[45] #techsoupblog,#nptech
[40] join,quad
[39] digital,marketing
[38] save,seat
[38] optimize,technology
[37] quad,receive

Top Word Pairs in Tweet in G2:
[489] #nonprofits,#nonprofit
[469] #csr,#corpgov
[315] #csuite,#hr
[311] #legaltech,#csuite
[311] #corpgov,#hrtech
[306] #hrtech,#legaltech
[296] #corpgov,#socialgood
[287] #socialgood,#shrm
[283] #shrm,#nonprofits
[278] #salesforce,#csr

Top Word Pairs in Tweet in G3:
[232] #technology,#nptech
[231] openmediaorg,fight
[230] open,internet
[229] fight,open
[229] help,openmediaorg
[227] donate,today
[225] internet,donate
[223] today,#technology
[26] created,amazing
[26] amazing,app

Top Word Pairs in Tweet in G4:
[67] sfdopartners,#nptech
[61] gt,gt
[27] gt,sfdopartners
[21] learn,more
[13] #nptech,#assnchat
[12] #df22,#nptech
[10] #dreamforce2022,#df22
[10] wow,grateful
[10] #assnchat,#nptech
[10] marketing,cloud

Top Word Pairs in Tweet in G5:
[11] #fundraising,#nptech
[11] #nonprofit,#4change
[11] #nptech,#techforgood
[10] #4change,#csr
[9] #socialgood,#charity
[8] #charity,#fundraising
[8] #csr,#socialgood
[7] म,र
[6] marketing,tools
[6] #voluntourism,#microvolunteering

Top Word Pairs in Tweet in G6:
[80] #nonprofit,#nptech
[47] #fundraising,#nonprofit
[44] #fundraising,#nptech
[40] #nptech,#fundraising
[30] #nptech,#nptechsuccess
[22] #nptech,#nonprofit
[18] learn,more
[18] #dogood,#socialchange
[17] #nptech,#dogood
[15] today,#fundraising

Top Word Pairs in Tweet in G7:
[2] free,mint

Top Word Pairs in Tweet in G8:
[16] vanessaechase,funraise
[16] funraise,#npomarketing
[10] npo,considering
[10] here's,tips
[10] #techforgood,#nptech
[10] podcasting,here's
[10] considering,podcasting
[10] tips,georgecaweiner
[10] georgecaweiner,nonprofittimes
[9] markalves,julia

Top Word Pairs in Tweet in G9:
[8] community,unicornwitness
[5] socially,relevant
[4] community,learn
[3] abeltxor,dthompsondev
[3] prathkum,eddiejaoude
[3] thanks,incredible
[3] francescociull4,python_engineer
[3] tech,team
[3] unicornwitness,create
[3] looking,thanks

Top Word Pairs in Tweet in G10:
[16] #sfdc,#insurtech
[12] #fintech,#nptech
[12] blog,successfully
[12] successfully,switch
[11] henhouse,video
[11] builders,#qa
[11] test,#salesforce
[11] asking,builders
[11] guard,henhouse
[11] #qa,test

Top Replied-To
Top Replied-To in Entire Graph:
@fwdhumanity
@martinhoyes
@elonmusk
@sfdopartners
@_karenmilligan
@evafoxu
@connectsystemsg
@mjmalik_tweets
@hungerfreectr
@olianayda

Top Replied-To in G1:
@tech_impact
@hubspot
@ict_works
@maxjoles

Top Replied-To in G2:
@fwdhumanity
@martinhoyes
@midwesttgs
@kanter
@kmeyersemery

Top Replied-To in G3:
@elonmusk
@evafoxu
@jj_mccullough

Top Replied-To in G4:
@sfdopartners
@omrf
@mjmalik_tweets

Top Replied-To in G9:
@olianayda
@lukemulks
@owlvc
@khristenko_e
@justinsaas
@csdojo404
@alexdolbun

Top Replied-To in G10:
@connectsystemsg
@ibconcepts

Top Mentioned
Top Mentioned in Entire Graph:
@fwdhumanity
@techsoup
@martinhoyes
@openmediaorg
@hcm_tech
@sfdopartners
@amyrsward
@ntenorg
@roundtableit
@nonprofitorgs

Top Mentioned in G1:
@techsoup
@roundtableit
@jelliotttaylor
@tech_impact
@asana
@tappnetwork
@nonprofitorgs
@msftnonprofits
@constantcontact
@ntenorg

Top Mentioned in G2:
@fwdhumanity
@martinhoyes
@techsoup
@hcm_tech
@amyrsward
@googleplay
@apple
@excellencia_ltd
@ntenorg

Top Mentioned in G3:
@openmediaorg
@2morrowknight
@reportingxpress
@ldylarke
@roundtableit
@techsoup
@fp_champagne
@evafoxu
@mgifford
@jeanmcc71980059

Top Mentioned in G4:
@sfdopartners
@_fionta
@salesforceorg
@whysamanthawhy
@techsoup
@mobilepathways
@classy
@salesforce
@breadforthecity
@employedforgood

Top Mentioned in G5:
@signifysolution
@everwall
@groupfire
@artcentercanvas
@angelicstarr121

Top Mentioned in G6:
@donorsearch
@bloomerangtech
@techsoup
@qgiv
@backofficethink
@wiredimpact
@nonprofitorgs
@nipinthebudfilm
@g2dotcom
@googlenonprofit

Top Mentioned in G7:
@nptech_ash
@nazarnft
@sofimaroni
@ua3xykf5cvlrjrp
@parksatuek
@niicolasgoes
@mario_azulay
@secawane
@criptocap
@k_sick_nft

Top Mentioned in G8:
@nonprofittimes
@funraise
@vanessaechase
@markalves
@georgecaweiner
@garthmoore
@center4digital
@gmmb
@everyactionhq
@bonterratech

Top Mentioned in G9:
@unicornwitness
@alexdolbun
@cloudnativefdn
@abh1navv
@francescociull4
@python_engineer
@prathkum
@eddiejaoude
@thedataprof

Top Mentioned in G10:
@crmscience
@imisbyasi
@higherlogic
@advsol
@magnifygood
@canva
@mtauber
@ibconcepts
@mygivebox
@techsoup

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@chidambara09
@cybersecurityn8
@o_fabriciosouza
@dataaugmented
@digestwordpress
@education_24x7
@blanketcrap
@godfrey_g_
@serverlessfan

Top Tweeters in G1:
@digestwordpress
@godfrey_g_
@gadflyquebec
@forbes
@atlpartycrasher
@yahoofinance
@computerbugg
@hydwatch
@slackhq
@smartecocity

Top Tweeters in G2:
@education_24x7
@kmontenegro
@hiringcare
@nomoreslaves
@sfdirewolf
@pyscalellc
@parvez1
@betterjobsearch
@sabari15061985
@npr

Top Tweeters in G3:
@sectest9
@cybersecurityn8
@o_fabriciosouza
@mig30m6
@tomiwao_
@greenrangerdon
@unionwill
@kendroiddddd
@2morrowknight
@skowoh

Top Tweeters in G4:
@dataaugmented
@kusuyama39
@salesforce
@wix
@ucla_alumni
@benioff
@techforecastis
@richard_y
@tableau
@salesforceorg

Top Tweeters in G5:
@suninfo
@kerriywg
@egratto
@lyndalcairns
@aliboomaye
@reiddoss
@angelicstarr121
@gusfdcb
@riteshk86499888
@etechcloud

Top Tweeters in G6:
@gdprai
@ecology_tweets
@noikeanolife
@briangilad
@pointmanrt
@alzassociation
@awayoflife0
@savingplaces
@grammarly
@rnfrstalliance

Top Tweeters in G7:
@jocanetoo
@justpaolog
@sofimaroni
@joanameliina
@nptech_ash
@perkyshots
@sgsolar_
@rupocbbz2whqejn
@syhrzlfrs
@dead_byte

Top Tweeters in G8:
@jobsviatweet
@seotips_vanprob
@marcopolis
@handles
@markalves
@bradcaldana
@garthmoore
@suwn
@network4good
@woocommerce

Top Tweeters in G9:
@serverlessfan
@pythonroboto
@francescociull4
@eddiejaoude
@lukemulks
@prathkum
@cloudnativefdn
@thejustinwelsh
@treciaks
@abh1navv

Top Tweeters in G10:
@chidambara09
@dasfintechbot
@markderiz
@canva
@kavindrapatel
@deirdrereid
@pierrettegkelly
@imisbyasi
@volunteermatch
@crmscience