nptech, Twitter, 3/7/2023 1:49:04 PM, 290531


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nptech_2023-03-07_05-30-01.xlsx
nptech_2023-03-07_05-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2023
Short Description:
nptech via NodeXL PERMANENTLY_REMOVED
@techsoup
@openmediaorg
@o_fabriciosouza
@fwdhumanity
@ntenorg
@socentlive
@reportingxpress
@this0499154500
@2morrowknight
@crmscience

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

Description:
Description
The graph represents a network of 1,543 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 13:44 UTC.

The tweets in the network were tweeted over the 3153-day, 7-hour, 51-minute period from Friday, 18 July 2014 at 15:09 UTC to Monday, 06 March 2023 at 23:00 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 : 1543
Unique Edges : 1439
Edges With Duplicates : 7707
Total Edges : 9146
Number of Edge Types : 9
Retweet : 2038
MentionsInRetweet : 2940
Mentions : 1736
Tweet : 1422
Quote : 449
Replies to : 162
MentionsInReplyTo : 249
MentionsInQuote : 138
MentionsInQuoteReply : 12
Self-Loops : 2676
Reciprocated Vertex Pair Ratio : 0.0834498834498835
Reciprocated Edge Ratio : 0.154044750430293
Connected Components : 130
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 1265
Maximum Edges in a Connected Component : 8574
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.892968
Graph Density : 0.000976755406828714
Modularity : 0.216997
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,543 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 3/6/2023 5:00:36 PM. The network was obtained from Twitter on Tuesday, 07 March 2023 at 13:44 UTC.

The tweets in the network were tweeted over the 3153-day, 7-hour, 51-minute period from Friday, 18 July 2014 at 15:09 UTC to Monday, 06 March 2023 at 23:00 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:
[580] https://www.sevaxapp.com/
[567] http://apps.apple.com/us/app/id1451705907
[342] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[335] https://apps.apple.com/us/app/id1451705907
[296] https://www.sevaxapp.com/team-2/
[237] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[220] https://sevaxapp.com
[137] https://www.donateapc.org.uk/
[131] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[131] https://sevaxapp.com/team-2

Top URLs in Tweet in G1:
[31] https://page.techsoup.org/introducing-quad
[10] 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
[7] 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://datacommons.org/
[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.nten.org/article/2022-managing-nonprofit-tech-change-report/

Top URLs in Tweet in G2:
[237] 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://www.rechtsbescherming.nu/
[1] https://www.youtube.com/watch?v=sRne-pLvY6M&feature=youtu.be


Top URLs in Tweet in G3:
[577] https://www.sevaxapp.com/
[564] http://apps.apple.com/us/app/id1451705907
[339] http://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[335] https://apps.apple.com/us/app/id1451705907
[296] https://www.sevaxapp.com/team-2/
[220] https://sevaxapp.com
[131] https://sevaxapp.com/team-2
[131] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[123] https://www.sevaxapp.com/pricing-plans/
[108] https://www.onwardshr.com/blog/who-stays-and-who-goes

Top URLs in Tweet in G4:
[5] https://twitter.com/farra/status/1572930113704169474/photo/1
[5] https://4agoodcause.com/content-that-drives-action-how-to-craft-the-perfect-event-landing-page/
[4] https://www.nten.org/ntc/sessions/service-design-better-experiences-for-everyone
[4] https://www.communityboost.org/digital-marketing-blog/7-ways-to-grow-your-nonprofit-email-list/
[4] https://bigduck.com/insights/how-can-your-organization-stay-human-centered-in-an-automated-world/
[4] https://twitter.com/jenn4good/status/1562589577583673344/photo/1
[4] https://4agoodcause.com/how-to-correct-these-5-website-mistakes/
[3] https://www.nten.org/article/2022-managing-nonprofit-tech-change-report/
[3] https://4agoodcause.com/what-you-can-learn-from-these-6-great-nonprofit-websites/
[3] https://4agoodcause.com/build-effective-ways-give-page/

Top URLs in Tweet in G5:
[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://fionta.com/about/conferences/
[2] https://twitter.com/_fionta/status/1567927418937290752/photo/1
[2] https://np.fionta.com/l/550732/2022-08-03/qjf19c/43261
[2] https://np.fionta.com/l/550732/2022-07-11/q5lr6r/42284

Top URLs in Tweet in G6:
[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 G7:
[3] https://www.engagingnetworks.net/resources/webinar-google-analytics-4/?utm_campaign=virtual-event?utm_source=Twitter?utm_medium=organic_social
[3] https://twitter.com/ldringoli/status/1598740420829351943/photo/1
[2] https://marion.ink/opportunities-list/ryan-ginard
[2] https://twitter.com/ryanginard/status/1520038391697403904/photo/1
[2] https://bookauthority.org/books/new-philanthropy-books
[2] https://www.engagingnetworks.net/6-nonprofit-technology-trends-2022/?utm_campaign=blog?utm_source=Twitter?utm_medium=organic_social
[2] https://www.engagingnetworks.net/resources/accessible-templates-webinar/?utm_campaign=webinar&utm_source=facebook&utm_medium=organic_social
[2] https://www.engagingnetworks.net/upselling-donors-monthly-giving-lightbox/?utm_campaign=blog&utm_source=LinkedIn&utm_medium=organic_social
[2] https://www.engagingnetworks.net/hjc_journey_mapping/?utm_campaign=blog?utm_source=Twitter?utm_medium=organic_social
[2] https://www.engagingnetworks.net/resources/webinar-google-universal-analytics-video/?utm_campaign=event&utm_source=twitter&utm_medium=organic_social

Top URLs in Tweet in G8:
[2] https://www.donorsearch.net/get-demo/?utm_campaign=2023%20-%20Social%20Media&utm_content=237999976&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[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.youtube.com/channel/UCY9kLwhO3wsUi_OZvWDbJNw
[1] https://www.salsalabs.com/blog/constituent-relationship-management-guide?utm_campaign=2023%20-%20Social%20Media&utm_content=238717797&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.donorsearch.net/resources/4-matching-gift-best-practices-to-grow-your-fundraising/?utm_campaign=2022%20-%20Vertical%20-%20Higher%20Education&utm_content=210999050&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.donorsearch.net/resources/major-gifts-guide/?utm_campaign=2022%20-%20Content%20-%20Social%20Media&utm_content=207951160&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://twitter.com/DonorSearch/status/1527753814031405057/video/1
[1] https://www.donorsearch.net/resources/six-pro-tips-for-a-great-giving-page-to-boost-year-end-fundraising/?utm_campaign=2022%20-%20Content%20-%20Social%20Media&utm_content=221249127&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://twitter.com/DonorSearch/status/1572602949100249088/video/1
[1] https://youtu.be/N3BxZOxIZZY?utm_campaign=2022%20-%20Content%20-%20Philanthropy%20Masterminds&utm_content=202635898&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930

Top URLs in Tweet in G9:
[137] https://www.donateapc.org.uk/
[6] https://www.surveymonkey.co.uk/survey-closed/?sm=vGFpkulPiTGqdSAo2okw4gTa_2BU3I5KJPEm_2Bm1l9tco_2FGN7mfx0Qg3KYjg7QVPfuuIqxNeHKhnqAjBs6vX4q9I3hYdcf935qpiB171R4qqy0_3D
[2] https://fundraising.co.uk/2023/02/14/need-to-know-crm-news-for-nonprofits/
[2] https://www.donateapc.org.uk/entry/31/
[1] https://charitydigitalskills.co.uk/
[1] https://www.youtube.com/watch?v=5JLKwquZQoo

[1] https://www.digitalnationaus.com.au/video/case-study-good360-deploys-netsuite-magento-and-salesforce-581575
[1] https://www.cmo.com.au/article/698984/how-leukaemia-foundation-consolidated-its-marketing-data-approach/
[1] https://samaritans.peoplehr.net/Pages/JobBoard/Opening.aspx?v=1e31871d-ddf5-48ee-9cd7-e80c93f6407e
[1] https://nonprofits.tsi.microsoft.com/EN-US/Microsoft-Cloud-For-Nonprofit-Hearing-the-voice-of-nonprofits/

Top URLs in Tweet in G10:
[13] https://www.crmscience.com/single-post/2019/05/09/Successfully-Roll-Out-Salesforce-Lightning
[9] https://givebox.com/
[7] 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/1527371025586892813/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/1537532264405417985/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:
[2109] twitter.com
[1644] sevaxapp.com
[907] apple.com
[476] google.com
[346] techsoup.org
[321] onwardshr.com
[237] openmedia.org
[149] org.uk
[101] fionta.com
[75] youtube.com

Top Domains in Tweet in G1:
[416] twitter.com
[269] techsoup.org
[11] nptechforgood.com
[10] airmeet.com
[9] nten.org
[8] alchemer.com
[7] eventbrite.com
[6] techforwardconference.org
[6] datacommons.org
[5] course.tc

Top Domains in Tweet in G2:
[237] openmedia.org
[2] blog.google
[1] rechtsbescherming.nu
[1] youtube.com

Top Domains in Tweet in G3:
[1641] sevaxapp.com
[904] apple.com
[796] twitter.com
[471] google.com
[321] onwardshr.com
[73] techsoup.org
[59] similarplay.com
[54] qgiv.com
[52] appadvice.com
[41] youtube.com

Top Domains in Tweet in G4:
[76] twitter.com
[71] 4agoodcause.com
[30] nten.org
[8] data.org
[5] bigduck.com
[4] communityboost.org
[4] thetechthatcomesnext.com
[4] smartcausedigital.com
[3] linkedin.com
[3] bridgespan.org

Top Domains in Tweet in G5:
[152] twitter.com
[100] 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 G6:
[61] twitter.com
[8] signify.solutions
[7] cloudpockets.com
[6] voicestorm.com
[5] thesocialtech.org
[4] gofundme.com
[4] smh.re
[4] evergreendm.com
[3] fiverr.com
[3] charityengine.net

Top Domains in Tweet in G7:
[69] twitter.com
[38] engagingnetworks.net
[3] futurephilanthropy.blog
[3] fairsay.com
[2] marion.ink
[2] bookauthority.org
[2] dmaw.org
[1] mellon.org
[1] techcrunch.com
[1] growthzoneapp.com

Top Domains in Tweet in G8:
[88] twitter.com
[66] donorsearch.net
[7] zoom.us
[6] bit.ly
[4] salsalabs.com
[4] everyaction.com
[3] virtuous.org
[2] youtu.be
[2] charityproud.org
[2] youtube.com

Top Domains in Tweet in G9:
[144] org.uk
[103] twitter.com
[14] co.uk
[4] microsoft.com
[2] com.au
[2] peoplehr.net
[1] youtube.com
[1] yahoo.com
[1] wateraid.org
[1] techimpact.org

Top Domains in Tweet in G10:
[77] twitter.com
[24] crmscience.com
[13] magnifygood.com
[11] imis.com
[10] givebox.com
[7] ow.ly
[4] youtube.com
[2] zoom.us
[1] wbtsystems.com
[1] ibconcepts.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3356] nptech
[1807] nonprofit
[1353] nonprofits
[1296] csr
[1203] corpgov
[900] salesforce
[837] csuite
[793] hr
[772] hrtech
[734] shrm



Top Hashtags in Tweet in G1:
[481] nptech
[336] nonprofits
[260] nonprofit
[143] techsoup
[97] techsoupblog
[53] tswebinar
[44] npmarketing
[40] tech4good
[34] fundraising
[34] greentech

Top Hashtags in Tweet in G2:
[240] nptech
[239] technology
[6] free
[6] internet
[5] cdnpoli
[4] reportingxpress
[3] billc11
[2] canada
[2] censorship
[2] bemoreproductive

Top Hashtags in Tweet in G3:
[1259] csr
[1200] corpgov
[1171] nptech
[1162] nonprofit
[868] nonprofits
[837] csuite
[813] salesforce
[790] hr
[771] hrtech
[734] shrm

Top Hashtags in Tweet in G4:
[244] nptech
[40] nonprofit
[19] 22ntc
[18] nonprofits
[18] data
[14] 23ntc
[12] datascience
[10] goodtechfest
[9] tech
[9] npdata

Top Hashtags in Tweet in G5:
[200] nptech
[40] salesforce
[30] assnchat
[26] nonprofits
[21] nonprofit
[17] npsp
[17] df22
[16] fundraising
[11] pardot
[10] raisersedge

Top Hashtags in Tweet in G6:
[104] nptech
[44] nonprofit
[25] charity
[22] socialgood
[21] fundraising
[17] 4change
[16] csr
[13] nonprofits
[12] techforgood
[9] marketing

Top Hashtags in Tweet in G7:
[68] nptech
[24] philanthropy
[23] fundraising
[13] nonprofit
[12] nonprofitfundraising
[7] webinar
[5] nonprofits
[5] givingtuesday
[3] australia
[3] eoyfundraising

Top Hashtags in Tweet in G8:
[127] nptech
[104] fundraising
[89] nonprofit
[45] dogood
[32] socialchange
[20] philanthropy
[9] nonprofits
[5] webcast
[5] cfre
[4] highered

Top Hashtags in Tweet in G9:
[185] nptech
[41] charities
[18] charity
[18] recycling
[18] reuse
[17] crm
[17] zerowaste
[15] donate
[14] recycle
[13] gogreen

Top Hashtags in Tweet in G10:
[88] nptech
[29] salesforce
[21] sfdc
[17] insurtech
[17] tech
[15] association
[14] fintech
[14] consultant
[13] digitaltransformation
[13] qa

Top Words
Top Words in Tweet in Entire Graph:
[3357] #nptech
[1768] #nonprofit
[1351] #nonprofits
[1296] #csr
[1203] #corpgov
[899] #salesforce
[837] #csuite
[793] #hr
[772] #hrtech
[734] #shrm

Top Words in Tweet in G1:
[481] #nptech
[335] #nonprofits
[314] techsoup
[261] learn
[240] #nonprofit
[170] more
[168] join
[115] technology
[109] #techsoup
[105] 2022

Top Words in Tweet in G2:
[241] fight
[240] #nptech
[239] internet
[239] openmediaorg
[239] #technology
[238] open
[237] help
[233] today
[232] donate
[7] bill

Top Words in Tweet in G3:
[1259] #csr
[1200] #corpgov
[1170] #nptech
[1157] #nonprofit
[867] #nonprofits
[837] #csuite
[813] #salesforce
[790] #hr
[771] #hrtech
[734] #shrm

Top Words in Tweet in G4:
[244] #nptech
[51] nonprofit
[47] amyrsward
[40] #nonprofit
[38] tech
[34] ntenorg
[34] social
[32] next
[30] more
[28] comes

Top Words in Tweet in G5:
[200] #nptech
[114] sfdopartners
[98] gt
[58] learn
[50] _fionta
[44] salesforce
[40] more
[39] join
[39] #salesforce
[37] data

Top Words in Tweet in G6:
[104] #nptech
[42] #nonprofit
[25] #charity
[22] #socialgood
[21] #fundraising
[21] help
[20] tech
[17] #4change
[16] #csr
[15] nonprofit

Top Words in Tweet in G7:
[68] #nptech
[26] more
[24] #philanthropy
[23] #fundraising
[16] ryanginard
[14] excited
[13] #nonprofit
[12] engaging
[12] futurephl
[12] #nonprofitfundraising

Top Words in Tweet in G8:
[127] #nptech
[104] #fundraising
[89] #nonprofit
[56] find
[56] fundraising
[45] #dogood
[34] today
[32] #socialchange
[27] donorsearch
[26] help

Top Words in Tweet in G9:
[185] #nptech
[160] charity
[70] uk
[69] looking
[67] help
[67] donations
[64] see
[63] check
[57] equipment
[50] donate

Top Words in Tweet in G10:
[88] #nptech
[29] #salesforce
[26] asking
[23] more
[22] solutions
[21] #sfdc
[20] salesforce
[18] blog
[17] read
[17] #insurtech

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

Top Word Pairs in Tweet in G1:
[132] #nptech,#nonprofits
[102] learn,more
[58] 10am,pt
[55] more,#nptech
[47] #techsoupblog,#nptech
[40] join,quad
[38] optimize,technology
[37] quad,receive
[37] members,discounts
[37] personalized,advice

Top Word Pairs in Tweet in G2:
[239] #technology,#nptech
[237] openmediaorg,fight
[237] open,internet
[235] help,openmediaorg
[235] fight,open
[232] donate,today
[230] internet,donate
[228] today,#technology
[6] bill,11
[5] #free,#internet

Top Word Pairs in Tweet in G3:
[486] #nonprofits,#nonprofit
[469] #csr,#corpgov
[311] #legaltech,#csuite
[309] #corpgov,#hrtech
[306] #hrtech,#legaltech
[296] #corpgov,#socialgood
[290] #csuite,#hr
[287] #socialgood,#shrm
[283] #shrm,#nonprofits
[278] #salesforce,#csr

Top Word Pairs in Tweet in G4:
[26] tech,comes
[26] comes,next
[23] social,media
[10] nonprofit,website
[10] intentional,choices
[9] technology,created
[9] doesn,naturally
[9] humans,doesn
[9] naturally,exist
[9] looking,forward

Top Word Pairs in Tweet in G5:
[71] sfdopartners,#nptech
[65] gt,gt
[28] gt,sfdopartners
[22] learn,more
[14] #nptech,#assnchat
[12] #df22,#nptech
[10] #dreamforce2022,#df22
[10] wow,grateful
[10] #assnchat,#nptech
[10] marketing,cloud

Top Word Pairs in Tweet in G6:
[12] #nptech,#techforgood
[12] #nonprofit,#4change
[11] #4change,#csr
[11] #fundraising,#nptech
[9] #socialgood,#charity
[9] #csr,#socialgood
[8] #charity,#fundraising
[7] म,र
[6] #nptech,#charitytuesday
[6] #techforgood,#cdwsocial

Top Word Pairs in Tweet in G7:
[12] engaging,networks
[11] #nptech,#fundraising
[10] learn,more
[7] #philanthropy,#nptech
[6] #fundraising,#nptech
[5] universal,analytics
[5] end,life
[5] know,google
[5] award,time
[5] each,attendee

Top Word Pairs in Tweet in G8:
[49] #nonprofit,#nptech
[45] #fundraising,#nonprofit
[33] #fundraising,#nptech
[25] #nptech,#dogood
[24] #dogood,#socialchange
[18] today,#fundraising
[15] #nptech,#nonprofit
[10] #nptech,#philanthropy
[9] find,partner
[9] markalves,julia

Top Word Pairs in Tweet in G9:
[69] uk,charity
[63] charity,looking
[60] looking,donations
[56] equipment,check
[56] donations,equipment
[56] see,help
[56] check,see
[37] more,donate
[37] need,more
[37] donate,charity

Top Word Pairs in Tweet in G10:
[17] #sfdc,#insurtech
[13] henhouse,video
[13] builders,#qa
[13] test,#salesforce
[13] asking,builders
[13] guard,henhouse
[13] #qa,test
[13] video,clip
[13] fox,guard
[13] #salesforce,solutions

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:
@elonmusk
@evafoxu
@jj_mccullough

Top Replied-To in G3:
@fwdhumanity
@martinhoyes

Top Replied-To in G4:
@_karenmilligan
@midwesttgs
@kanter
@kmeyersemery

Top Replied-To in G5:
@sfdopartners
@omrf
@mjmalik_tweets

Top Replied-To in G7:
@futurephl
@venmo

Top Replied-To in G10:
@connectsystemsg
@ibconcepts

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

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

Top Mentioned in G2:
@openmediaorg
@reportingxpress
@ldylarke
@fp_champagne
@neilfinnfan
@evafoxu
@canada
@mgifford
@crtceng
@crtchearings

Top Mentioned in G3:
@fwdhumanity
@martinhoyes
@techsoup
@hcm_tech
@googleplay
@apple
@excellencia_ltd
@nonprofitorgs
@appadvice

Top Mentioned in G4:
@amyrsward
@ntenorg
@datadotorg
@dgmascarina
@afua_bruce
@farra
@techsoup
@rondaz_g
@lbgotts
@goodtechfest

Top Mentioned in G5:
@sfdopartners
@_fionta
@salesforceorg
@techsoup
@whysamanthawhy
@mobilepathways
@classy
@salesforce
@breadforthecity
@tmcf_hbcu

Top Mentioned in G6:
@signifysolution
@everwall
@groupfire
@artcentercanvas
@angelicstarr121

Top Mentioned in G7:
@ryanginard
@futurephl
@unitedphilforum
@engagingnetwork
@openai
@sdcatalyst
@awf_official
@harry_hartog
@tagtechorg
@daffygiving

Top Mentioned in G8:
@donorsearch
@markalves
@garthmoore
@center4digital
@gmmb
@bonterratech
@everyactionhq
@nonprofittimes
@salsalabs
@techsoup

Top Mentioned in G9:
@datakinduk
@zoeamar
@nissaramsay
@charitydsreport
@comicrelief
@itforcharities
@adaptafornfp
@fundraisinguk
@m_hancesoftware

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@o_fabriciosouza
@dataaugmented
@digestwordpress
@education_24x7
@blanketcrap
@godfrey_g_
@serverlessfan
@kmontenegro
@jobsviatweet

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

Top Tweeters in G2:
@o_fabriciosouza
@mig30m6
@greenrangerdon
@unionwill
@kendroiddddd
@skowoh
@gretana2
@cdnpressnews
@sora_sumeragi
@mgifford

Top Tweeters in G3:
@godfrey_g_
@hiringcare
@nomoreslaves
@gdprai
@parvez1
@npr
@googleplay
@tonirtx
@technojeder
@socentlive

Top Tweeters in G4:
@kmontenegro
@sfdirewolf
@pyscalellc
@betterjobsearch
@sabari15061985
@nvsdata
@socialmedia2day
@codeforpdx
@rangakidambee
@djdig

Top Tweeters in G5:
@dataaugmented
@kusuyama39
@salesforce
@wix
@ucla_alumni
@benioff
@techforecastis
@richard_y
@tableau
@salesforceorg

Top Tweeters in G6:
@suninfo
@kerriywg
@egratto
@lyndalcairns
@aliboomaye
@reiddoss
@riteshk86499888
@angelicstarr121
@gusfdcb
@etechcloud

Top Tweeters in G7:
@peta
@elias_hallaj
@adamnash
@halalhackpack
@salvationarmy
@sfu
@bookauthority
@terrimbutler
@stmungos
@awf_official

Top Tweeters in G8:
@seotips_vanprob
@handles
@uabnews
@markalves
@bradcaldana
@garthmoore
@salsalabs
@network4good
@twitter
@johnsoncenter

Top Tweeters in G9:
@howardlake
@savechildrenuk
@samaritans
@breastcancernow
@wwf_uk
@zoeamar
@catsprotection
@anthonynolan
@ukfundraising
@civilsocietyuk

Top Tweeters in G10:
@chidambara09
@education_24x7
@dasfintechbot
@markderiz
@canva
@kavindrapatel
@deirdrereid
@pierrettegkelly
@imisbyasi
@volunteermatch


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