nptech, Twitter, 11/16/2021 2:41:06 PM, 266395


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nptech_2021-11-16_03-44-01.xlsx
nptech_2021-11-16_03-44-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 16, 2021
Short Description:
nptech via NodeXL https://bit.ly/3nn2v1u
@techsoup
@martinhoyes
@ryanginard
@techsoupconnect
@fwdhumanity
@biztechmagazine
@nonprofittimes
@donorsearch
@givingtuesday
@bridgetmwillard

Top hashtags:
#nptech
#nonprofit
#startup
#csr
#startups
#hrtech
#nonprofits

Description:
Description
The graph represents a network of 162 Twitter users whose tweets in the requested range contained "nptech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 November 2021 at 11:44 UTC.

The requested start date was Tuesday, 16 November 2021 at 01:01 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, 20-hour, 10-minute period from Tuesday, 02 November 2021 at 03:46 UTC to Monday, 15 November 2021 at 23:56 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 : 162
Unique Edges : 153
Edges With Duplicates : 516
Total Edges : 669
Number of Edge Types : 5
Retweet : 197
MentionsInRetweet : 263
Tweet : 105
Mentions : 99
Replies to : 5
Self-Loops : 130
Reciprocated Vertex Pair Ratio : 0.0875576036866359
Reciprocated Edge Ratio : 0.161016949152542
Connected Components : 36
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 79
Maximum Edges in a Connected Component : 451
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.03617
Graph Density : 0.00904838585998006
Modularity : 0.314538
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 162 Twitter users whose tweets in the requested range contained "nptech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 November 2021 at 11:44 UTC.

The requested start date was Tuesday, 16 November 2021 at 01:01 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, 20-hour, 10-minute period from Tuesday, 02 November 2021 at 03:46 UTC to Monday, 15 November 2021 at 23:56 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 : 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:
[17] https://twitter.com/FwdHumanity/status/1435653207577927683
[6] https://sevaxapp.com/
[6] https://apps.apple.com/us/app/id1451705907
[5] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[5] https://www.donorschoose.org/project/hoping-for-headphones/5976664/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264810
[4] https://www.angelclub.com/
[4] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[4] https://twitter.com/FwdHumanity/status/1457021798516604933
[3] https://www.nptechforgood.com/2021/10/30/3-reasons-every-nonprofit-tech-project-should-begin-with-a-discovery/

Top URLs in Tweet in G1:
[1] https://events.techsoup.org/e/m8xd6f/
[1] https://biztechmagazine.com/article/2021/10/three-ways-nonprofits-can-manage-projects-more-effectively-and-under-budget
[1] https://www.worldreader.org/now/how-worldreader-is-bridging-the-gender-digital-divide/
[1] https://events.techsoup.org/events/details/techsoup-techsoup-online-events-and-webinars-presents-microsoft-program-offerings-your-questions-answered-2/
[1] https://forms.office.com/r/VeGPTKpwis
[1] https://blog.techsoup.org/posts/utilization-requirements-for-donated-microsoft-cloud-licenses
[1] https://www.nptechforgood.com/2021/10/17/how-to-decide-which-fundraising-software-your-nonprofit-should-use/
[1] https://simpletexting.com/youth-timebanking-success-story/
[1] https://www.alliancemagazine.org/blog/the-effects-of-digital-systems-on-giving/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+alliancemagazine%2FDeMY+%28Latest+from+Alliance%29
[1] https://blog.techsoup.org/posts/how-to-prepare-your-website-for-the-2021-giving-season

Top URLs in Tweet in G2:
[17] https://twitter.com/FwdHumanity/status/1435653207577927683
[6] https://apps.apple.com/us/app/id1451705907
[6] https://sevaxapp.com/
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264810
[4] https://twitter.com/FwdHumanity/status/1457021798516604933
[4] https://www.angelclub.com/
[2] https://twitter.com/FwdHumanity/status/1460307535936712706
[1] https://twitter.com/FwdHumanity/status/1459201308158611460
[1] https://www.sevaxapp.com/
[1] https://web.sevaxapp.com/

Top URLs in Tweet in G3:
[4] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[2] https://nonprofitinformation.com/capital-campaign-websites-must-haves/
[2] https://www.soapboxengage.com/online-fundraising-guide-development?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://givebox.com/
[1] https://www.sumac.com/donations-software-package/
[1] https://blog.techsoup.org/posts/fall-2021-fundraising-strategies-to-help-your-nonprofit-succeed
[1] https://www.nonprofitpro.com/article/how-purpose-driven-tech-is-blending-business-and-charity/
[1] https://www.nonprofitpro.com/post/your-major-gift-work-is-not-about-the-money/
[1] https://www.nonprofitpro.com/article/5-ways-nonprofits-can-retain-attract-and-inspire-talent-in-a-remote-or-hybrid-work-environment/
[1] https://x4i.org/nonprofit-compensation-report

Top URLs in Tweet in G4:
[1] https://twitter.com/NTENorg/status/1458163392091406341
[1] https://www.digitalinclusion.org/blog/2021/11/06/two-years-in-the-making-the-digital-equity-act-passes-in-congress/

Top URLs in Tweet in G5:
[3] https://nptechedu.org/2021/11/02/92-online-tech-events-november-2021/?utm_content=186608534&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://www.nptechforgood.com/2021/10/30/3-reasons-every-nonprofit-tech-project-should-begin-with-a-discovery/
[1] https://events.techsoup.org/events/details/techsoup-techsoup-connect-florida-presents-how-to-accept-cryptocurrency-donations/?utm_content=184344328&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.youtube.com/watch?time_continue=216&v=sw2hzyuLCew&feature=emb_title
[1] https://nptechedu.org/2021/11/02/92-online-tech-events-november-2021/?utm_content=186608535&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G6:
[1] https://dif.vic.gov.au/event/14319559-a/futurefestau
[1] https://twitter.com/TechSoup/status/1456592142042865669
[1] https://www.linkedin.com/slink?code=eCq4DfCj

Top URLs in Tweet in G7:
[5] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om

Top URLs in Tweet in G8:
[1] https://www.nike.com/w/mens-sneakers-of-the-week-9tfsqznik1?cp=nans_em_camp_nike_XCAT_20211105_c36423_11122021-wo-resend-sotw-mw_NA-US-Email-SOTWResend-M-ExclSportswear_CNT~USA_en_M_NCP-e08d11c9-aa92-449e-bd11-f0d0ecbaac87_z

Top URLs in Tweet in G9:
[1] https://cdw.voicestorm.com/Article/Redirect/2eea2205-88fa-4f9f-b110-34d740591f20?uc=36128&g=9039b059-e9be-4c08-836f-c4c0060732e6&f=677827
[1] https://cdw.voicestorm.com/Article/Redirect/2eea2205-88fa-4f9f-b110-34d740591f20?uc=20840&g=e2ff2bbf-96ee-4735-bf39-bffc054fcd11&f=673876
[1] https://cdw.voicestorm.com/Article/Redirect/febc45ad-c0c6-44a1-8e0c-751befc8e0ab?uc=34168&g=e9b04f0f-120d-4a77-871b-4ba28763284d&f=671931

Top URLs in Tweet in G10:
[1] https://www.youtube.com/watch?v=MCVxqr63aXI&feature=youtu.be

[1] https://thecracademy.talentlms.com/catalog/info/id:134?utm_source=association_chat&utm_medium=twitter&utm_campaign=association_chat

Top Domains
Top Domains in Tweet in Entire Graph:
[28] twitter.com
[8] sevaxapp.com
[7] apple.com
[6] techsoup.org
[6] nonprofitinformation.com
[6] crmscience.com
[6] donorsearch.net
[5] 4agoodcause.com
[5] openmedia.org
[5] donorschoose.org

Top Domains in Tweet in G1:
[4] techsoup.org
[2] eventcreate.com
[1] biztechmagazine.com
[1] worldreader.org
[1] office.com
[1] nptechforgood.com
[1] simpletexting.com
[1] alliancemagazine.org
[1] microsoft.com

Top Domains in Tweet in G2:
[26] twitter.com
[8] sevaxapp.com
[7] apple.com
[4] nodexlgraphgallery.org
[4] angelclub.com
[4] thenonprofittimes.com
[1] sevaexchange.com
[1] bestnonprofitstoworkfor.com

Top Domains in Tweet in G3:
[6] nonprofitinformation.com
[5] 4agoodcause.com
[4] soapboxengage.com
[3] nonprofitpro.com
[2] magnifygood.com
[1] givebox.com
[1] sumac.com
[1] techsoup.org
[1] x4i.org
[1] facebook.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] digitalinclusion.org

Top Domains in Tweet in G5:
[4] nptechedu.org
[2] nptechforgood.com
[1] techsoup.org
[1] youtube.com

Top Domains in Tweet in G6:
[1] gov.au
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G7:
[5] openmedia.org

Top Domains in Tweet in G8:
[1] nike.com

Top Domains in Tweet in G9:
[3] voicestorm.com

Top Domains in Tweet in G10:
[1] youtube.com
[1] talentlms.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[174] nptech
[123] nonprofit
[116] startup
[103] csr
[91] startups
[89] hrtech
[84] nonprofits
[67] futureofwork
[65] saas
[63] edtech



Top Hashtags in Tweet in G1:
[14] nptech
[10] fundraising
[6] nonprofits
[2] yeff
[1] appdemo
[1] volunteering
[1] publicgoodtech
[1] digitalgenderdivide
[1] tswebinar
[1] techsoup

Top Hashtags in Tweet in G2:
[116] startup
[102] csr
[91] startups
[88] hrtech
[84] nonprofit
[69] nonprofits
[67] futureofwork
[65] saas
[55] salesforce
[54] edtech

Top Hashtags in Tweet in G3:
[34] nptech
[11] nonprofit
[5] fundraising
[4] ngo
[4] quickbook
[4] quickbooks
[4] socialimpactbusiness
[3] virtualfundraising
[3] greentech
[3] startupentrepreneur

Top Hashtags in Tweet in G4:
[12] digitalequity
[3] nptech
[1] digitalinclusion

Top Hashtags in Tweet in G5:
[6] nptech
[3] appdemo
[3] fundraising
[3] volunteering
[3] techsoupconnect
[2] crypto
[2] tech4good
[1] fl
[1] nonprofits
[1] cryptocurrency

Top Hashtags in Tweet in G6:
[7] australia
[3] nptech
[2] philanthropy

Top Hashtags in Tweet in G7:
[5] technology
[5] nptech

Top Hashtags in Tweet in G8:
[5] philanthropy
[5] socialmedia
[5] nptech
[4] jobs
[4] job
[4] mediation
[4] fundraising
[4] charity
[4] marketing
[3] waikiki

Top Hashtags in Tweet in G9:
[4] nptech
[3] cdwsocial
[2] mobility
[2] virtualevents
[2] analytics
[1] ai

Top Hashtags in Tweet in G10:
[2] assnchat
[2] associations
[2] nptech
[1] climatechange
[1] cmgr
[1] sponsored

Top Words
Top Words in Tweet in Entire Graph:
[173] #nptech
[123] #nonprofit
[116] #startup
[103] #csr
[91] #startups
[89] #hrtech
[84] #nonprofits
[68] fwdhumanity
[66] #futureofwork
[65] #saas

Top Words in Tweet in G1:
[14] #nptech
[10] #fundraising
[7] free
[6] #nonprofits
[6] year
[6] end
[6] microsoft
[5] thurs
[5] fri
[5] causevox

Top Words in Tweet in G2:
[116] #startup
[102] #csr
[91] #startups
[88] #hrtech
[84] #nonprofit
[69] #nonprofits
[68] fwdhumanity
[66] #futureofwork
[65] #saas
[58] martinhoyes

Top Words in Tweet in G3:
[34] #nptech
[11] #nonprofit
[7] fundraising
[7] brand
[6] technology
[6] help
[6] more
[6] right
[5] #fundraising
[5] tips

Top Words in Tweet in G4:
[13] amyrsward
[12] #digitalequity
[12] act
[11] ntenorg
[11] community
[8] many
[7] work
[7] coming
[7] life
[7] efforts

Top Words in Tweet in G5:
[10] tech
[8] project
[7] everydotorg
[6] initial
[6] independent
[6] phase
[6] technology
[6] key
[6] analysis
[6] design

Top Words in Tweet in G6:
[8] leaders
[7] #australia
[7] join
[7] next
[7] week
[7] local
[7] launch
[7] futurephl
[7] featuring
[7] books

Top Words in Tweet in G7:
[5] help
[5] openmediaorg
[5] fight
[5] open
[5] internet
[5] donate
[5] today
[5] #technology
[5] #nptech

Top Words in Tweet in G8:
[5] general
[5] #philanthropy
[5] #socialmedia
[5] #nptech
[4] #jobs
[4] #job
[4] #mediation
[4] #fundraising
[4] #charity
[4] #marketing

Top Words in Tweet in G9:
[4] #nptech
[4] biztechmagazine
[3] #cdwsocial
[2] feed
[2] much
[2] better
[2] 30
[2] nonprofit
[2] influencers
[2] bringing

Top Words in Tweet in G10:
[6] association
[4] chat
[4] community
[3] assnchat
[3] miss
[3] important
[3] episode
[3] climate
[3] collapse
[3] transformative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] #salesforce,#dreamforce
[41] #futureofwork,#hrtech
[41] #dreamforce,#startup
[41] #startup,#startups
[41] #startups,#ai
[41] #ai,#socialmedia
[40] #vc,#venturecapital
[37] #venturecapital,#saas
[37] #saas,#startups
[37] #startups,#startup

Top Word Pairs in Tweet in G1:
[6] year,end
[5] thurs,fri
[5] fri,causevox
[5] causevox,hosting
[5] hosting,free
[5] free,year
[5] end,#fundraising
[5] #fundraising,fair
[5] fair,mini
[5] mini,conference

Top Word Pairs in Tweet in G2:
[46] #salesforce,#dreamforce
[41] #dreamforce,#startup
[41] #startup,#startups
[41] #startups,#ai
[41] #ai,#socialmedia
[41] #futureofwork,#hrtech
[40] #vc,#venturecapital
[37] #venturecapital,#saas
[37] #saas,#startups
[37] #startups,#startup

Top Word Pairs in Tweet in G3:
[4] focus,quickbooks
[4] needs,#quickbook
[4] #quickbook,tips
[4] tips,#quickbooks
[4] #quickbooks,#nonprofit
[4] #nonprofit,#nptech
[3] year,end
[3] learn,more
[3] joannalaznicka,focus
[3] quickbooks,board

Top Word Pairs in Tweet in G4:
[12] #digitalequity,act
[8] amyrsward,ntenorg
[7] coming,life
[7] ntenorg,publicknowledge
[7] publicknowledge,netinclusion
[7] netinclusion,freepress
[7] freepress,nativepublicmed
[6] act,coming
[6] life,work
[6] work,many

Top Word Pairs in Tweet in G5:
[6] initial,independent
[6] independent,phase
[6] phase,technology
[6] technology,project
[6] project,key
[6] key,analysis
[6] analysis,design
[6] design,planning
[5] tech,discovery
[5] discovery,initial

Top Word Pairs in Tweet in G6:
[7] #australia,join
[7] join,next
[7] next,week
[7] week,local
[7] local,launch
[7] launch,futurephl
[7] futurephl,featuring
[7] featuring,books
[7] books,featured
[7] featured,leaders

Top Word Pairs in Tweet in G7:
[5] help,openmediaorg
[5] openmediaorg,fight
[5] fight,open
[5] open,internet
[5] internet,donate
[5] donate,today
[5] today,#technology
[5] #technology,#nptech

Top Word Pairs in Tweet in G8:
[5] #philanthropy,#socialmedia
[5] #socialmedia,#nptech
[4] #nptech,#jobs
[4] #jobs,#job
[4] #job,#mediation
[4] #mediation,#fundraising
[4] #fundraising,#charity
[4] #charity,#marketing
[3] general,nonprofit
[3] nonprofit,hashtags

Top Word Pairs in Tweet in G9:
[2] feed,much
[2] much,better
[2] better,30
[2] 30,nonprofit
[2] nonprofit,influencers
[2] influencers,bringing
[2] bringing,latest
[2] latest,best
[2] best,#nptech
[2] #nptech,looking

Top Word Pairs in Tweet in G10:
[4] association,chat
[3] miss,important
[3] important,episode
[3] episode,association
[3] chat,climate
[3] climate,collapse
[3] collapse,transformative
[3] transformative,adaptation
[2] assnchat,miss
[2] adaptation,membe

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fwdhumanity
@martinhoyes
@techsoup
@amyrsward
@ntenorg
@nonprofittimes
@everydotorg
@givingtuesday
@ryanginard
@futurephl

Top Mentioned in G1:
@causevox
@microsoft
@techsoup
@jcbivins
@msftnonprofits
@nonprofitorgs
@simpletexting
@everydotorg
@giveinkind
@pledgeofficial

Top Mentioned in G2:
@fwdhumanity
@martinhoyes
@nonprofittimes
@appadvice
@applepodcasts
@nathanlatka
@techsoup
@givingtuesday
@gambino
@exchangeseva

Top Mentioned in G3:
@joannalaznicka
@jelliotttaylor
@non_profit_info
@signifysolution

Top Mentioned in G4:
@amyrsward
@ntenorg
@publicknowledge
@netinclusion
@freepress
@nativepublicmed
@pattymurray

Top Mentioned in G5:
@everydotorg
@techsoup
@techsoupconnect
@nonprofitorgs
@g
@generateimpact_
@arethasimons35
@nptechedu

Top Mentioned in G6:
@futurephl
@kseibertau
@ryanginard
@sarahmoran
@jackheath
@philanthropyaus
@w_scaife
@acpns_qut

Top Mentioned in G7:
@openmediaorg

Top Mentioned in G8:
@fenuafenua
@localguysmover
@abayan808
@vito_bell

Top Mentioned in G9:
@biztechmagazine
@neteng_c

Top Mentioned in G10:
@assnchat
@greenrupertread
@shellyalcorn

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@kmontenegro
@humanre41270855
@ricardo_ik_ahau
@the404code
@codewithtwitchi
@hardlynormal
@scalarhumanity
@pebbleinwaters
@socentlive

Top Tweeters in G1:
@kmontenegro
@jcbivins
@tonymartignetti
@techsoup
@microsoft
@teachforall
@alliancemag
@mspowerbi
@worldreaders
@causevox

Top Tweeters in G2:
@humanre41270855
@codewithtwitchi
@scalarhumanity
@socentlive
@markj_ohnson
@diversityup
@appadvice
@productier1
@borgesmelie
@givingtuesday

Top Tweeters in G3:
@christuttle
@4agc
@non_profit_info
@thedatabank
@sumactweets
@magnifygood
@metaboga
@picnet
@signifysolution
@maa

Top Tweeters in G4:
@hardlynormal
@thesiliconhill
@bph
@freepress
@readingrenae
@ntenorg
@publicknowledge
@pattymurray
@dmpinder
@farra

Top Tweeters in G5:
@pebbleinwaters
@nonprofitorgs
@techsoupconnect
@g
@playwright_the
@nptechedu
@phambanotech
@everydotorg
@arethasimons35
@generateimpact_

Top Tweeters in G6:
@sarahmoran
@kseibertau
@csisocialimpact
@philanthropyaus
@ryanginard
@jackheath
@acpns_qut
@w_scaife
@futurephl

Top Tweeters in G7:
@elmasmixedmedia
@susanr1212
@openmediaorg
@mikestok
@joearcher007
@dlzoppa

Top Tweeters in G8:
@localguysmover
@smm_news_feed
@fenuafenua
@abayan808
@vito_bell

Top Tweeters in G9:
@biztechmagazine
@johnm19018119
@jhues789
@neteng_c
@hirammerchant

Top Tweeters in G10:
@greenrupertread
@thecommbot
@shellyalcorn
@assnchat


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