nptech, Twitter, 11/30/2021 7:24:56 PM, 267273


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nptech_2021-11-30_03-44-02.xlsx
nptech_2021-11-30_03-44-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2021
Short Description:
nptech via NodeXL https://bit.ly/3roJJsU
@techsoup
@martinhoyes
@fwdhumanity
@botsecx
@crmscience
@ryanginard
@this0499154500
@donorsearch
@techsoupconnect
@socentlive

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

Description:
Description
The graph represents a network of 172 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, 30 November 2021 at 11:44 UTC.

The requested start date was Tuesday, 30 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, 22-hour, 18-minute period from Tuesday, 16 November 2021 at 01:12 UTC to Monday, 29 November 2021 at 23:30 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 : 172
Unique Edges : 113
Edges With Duplicates : 829
Total Edges : 942
Number of Edge Types : 5
Tweet : 149
Mentions : 92
Retweet : 319
MentionsInRetweet : 375
Replies to : 7
Self-Loops : 198
Reciprocated Vertex Pair Ratio : 0.0364583333333333
Reciprocated Edge Ratio : 0.0703517587939698
Connected Components : 44
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 74
Maximum Edges in a Connected Component : 748
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.92915
Graph Density : 0.00676594587243302
Modularity : 0.200457
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 172 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, 30 November 2021 at 11:44 UTC.

The requested start date was Tuesday, 30 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, 22-hour, 18-minute period from Tuesday, 16 November 2021 at 01:12 UTC to Monday, 29 November 2021 at 23:30 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:
[26] https://apps.apple.com/us/app/id1451705907
[20] https://twitter.com/FwdHumanity/status/1435653207577927683
[15] https://sevaxapp.com/
[13] https://twitter.com/FwdHumanity/status/1462842687489396744
[7] https://rise.global/csr-business/r/2686964
[7] https://twitter.com/FwdHumanity/status/1460307535936712706
[6] https://www.sevaxapp.com/
[5] https://www.donorschoose.org/project/go-go-guided-reading/5908972/
[5] https://twitter.com/FwdHumanity/status/1461004224553095176
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266395

Top URLs in Tweet in G1:
[26] https://apps.apple.com/us/app/id1451705907
[20] https://twitter.com/FwdHumanity/status/1435653207577927683
[15] https://sevaxapp.com/
[13] https://twitter.com/FwdHumanity/status/1462842687489396744
[7] https://rise.global/csr-business/r/2686964
[7] https://twitter.com/FwdHumanity/status/1460307535936712706
[6] https://www.sevaxapp.com/
[5] https://twitter.com/FwdHumanity/status/1461004224553095176
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266395
[4] https://web.sevaxapp.com/

Top URLs in Tweet in G2:
[3] https://www.crmscience.com/single-post/salesforce-user-experience-ux-design-process-for-small-teams
[2] https://www.crmscience.com/careers-submit-application
[2] https://www.nptechforgood.com/2021/10/30/3-reasons-every-nonprofit-tech-project-should-begin-with-a-discovery/
[1] https://biztechmagazine.com/article/2021/10/three-ways-nonprofits-can-manage-projects-more-effectively-and-under-budget
[1] https://www.nonprofitpro.com/podcast/the-nonprofit-voice/the-nonprofit-voice-ep-54-demystifying-nonprofit-tech-its-everyones-responsibility/
[1] https://forums.techsoup.org/t/what-software-have-you-used-to-conduct-a-silent-auction/7456
[1] https://breadandnet.org/en/
[1] https://redmondmag.com/articles/2021/10/21/microsoft-launches-security-program-for-nonprofits.aspx
[1] https://www.nonprofitpro.com/article/is-your-nonprofit-ready-for-a-mobile-app/
[1] https://www.crmscience.com/single-post/six-future-is-now-salesforce-ai-facts-you-should-know

Top URLs in Tweet in G3:
[3] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[2] https://www.produzionidalbasso.com/project/decode_short_url/29632
[2] https://nonprofitinformation.com/nonprofit-marketing-best-practices/
[1] https://www.queue.so/
[1] https://info.teamheller.com/l/734413/2021-11-16/2zxbpg/13298
[1] https://teamheller.com/library/on-demand-webinar-costs-and-benefits-of-a-new-nonprofit-crm
[1] https://twitter.com/EventMobi/status/1458503964102643713
[1] https://github.com/microsoft/Nonprofits
[1] https://twitter.com/P4HAnimalFdn/status/1461425246557204484
[1] https://www.linkedin.com/slink?code=gZcfWEC6

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266420
[2] 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
[1] https://nptechedu.org/2021/11/02/92-online-tech-events-november-2021/?utm_content=186608536&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G5:
[1] https://twitter.com/i/spaces/1LyxBozpByjKN

Top URLs in Tweet in G6:
[3] https://impact.economist.com/projects/make-hybrid-human/
[2] https://my.nten.org/s/group/0F91U000000E8EhSAK/digital-communications
[1] https://my.nten.org/s/feed/0D54y00006ocRwnCAE
[1] https://twitter.com/NTENorg/status/1461006214087602177

Top URLs in Tweet in G7:
[1] http://www.husita.org/2021-best-app-award/

Top URLs in Tweet in G8:
[1] https://reviewmyams.com/blog/3-steps-creating-winning-digital-transformation-strategy?utm_campaign=Whitepaper&utm_content=186510719&utm_medium=social&utm_source=twitter&hss_channel=tw-49793068
[1] https://www.advsol.com/DigitalTransformation?utm_campaign=Webcast&utm_content=186757293&utm_medium=social&utm_source=twitter&hss_channel=tw-49793068

Top URLs in Tweet in G9:
[1] https://futurephilanthropy.blog/2021/11/29/rising-stars-in-philanthropy-learnings-from-the-lilypad-a-tech-marketplace-for-good/
[1] https://twitter.com/daffygiving/status/1463193659667480579
[1] https://futurephilanthropy.blog/2021/11/18/the-case-to-democratize-digitize-donor-advised-funds/
[1] https://twitter.com/glenngamboa/status/1461704468299501575

Top URLs in Tweet in G10:
[5] https://www.donorschoose.org/project/go-go-guided-reading/5908972/
[4] https://www.donorschoose.org/project/kleenex-and-clorox/5976552/
[4] https://www.donorschoose.org/project/if-youre-an-educator-you-know-tpt/5845345/

Top Domains
Top Domains in Tweet in Entire Graph:
[66] twitter.com
[27] apple.com
[25] sevaxapp.com
[13] donorschoose.org
[8] nodexlgraphgallery.org
[8] crmscience.com
[7] rise.global
[5] nonprofitinformation.com
[4] soapboxengage.com
[4] mailchi.mp

Top Domains in Tweet in G1:
[58] twitter.com
[27] apple.com
[25] sevaxapp.com
[7] rise.global
[5] nodexlgraphgallery.org
[4] mailchi.mp
[1] causevox.com

Top Domains in Tweet in G2:
[8] crmscience.com
[2] nonprofitpro.com
[2] techsoup.org
[2] youtube.com
[2] nptechforgood.com
[1] biztechmagazine.com
[1] breadandnet.org
[1] redmondmag.com
[1] nonprofithub.org
[1] npengage.com

Top Domains in Tweet in G3:
[5] nonprofitinformation.com
[4] twitter.com
[3] harnessgiving.com
[2] teamheller.com
[2] produzionidalbasso.com
[2] salesforce.org
[1] queue.so
[1] github.com
[1] linkedin.com
[1] unit4.co

Top Domains in Tweet in G4:
[3] nptechedu.org
[3] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[3] economist.com
[3] nten.org
[1] twitter.com

Top Domains in Tweet in G7:
[1] husita.org

Top Domains in Tweet in G8:
[1] reviewmyams.com
[1] advsol.com

Top Domains in Tweet in G9:
[2] futurephilanthropy.blog
[2] twitter.com

Top Domains in Tweet in G10:
[13] donorschoose.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] csr
[225] nonprofit
[215] nptech
[212] startup
[172] saas
[163] nonprofits
[157] hrtech
[146] startups
[143] edtech
[136] futureofwork



Top Hashtags in Tweet in G1:
[233] csr
[212] startup
[172] saas
[161] nonprofit
[157] hrtech
[146] startups
[139] nonprofits
[136] futureofwork
[133] edtech
[126] hr

Top Hashtags in Tweet in G2:
[20] nptech
[9] nonprofits
[9] salesforce
[8] nonprofit
[8] sfdc
[5] it
[5] crm
[3] fintech
[3] aura
[3] programming

Top Hashtags in Tweet in G3:
[53] nptech
[25] nonprofit
[12] givingtuesday
[10] raisers
[10] reportingxpress
[10] bemoreproductive
[10] reporting
[10] blackbaudtechnologypartner
[10] cloudsoftware
[10] foundations

Top Hashtags in Tweet in G4:
[3] nptech
[3] techsoupconnect
[1] nonprofits
[1] nonprofit
[1] fundraising
[1] nptechedu

Top Hashtags in Tweet in G5:
[4] nonprofit
[2] nptech
[1] dc

Top Hashtags in Tweet in G6:
[10] nonprofit
[6] nptech
[3] npmc
[3] npcomm

Top Hashtags in Tweet in G7:
[7] swtech
[7] applications
[7] nonprofit
[1] nptech

Top Hashtags in Tweet in G8:
[4] association
[4] nptech
[3] assn
[2] cybersecurity
[2] imis
[2] members
[2] nawic
[2] digitaltransformation
[1] microsoftazure

Top Hashtags in Tweet in G9:
[5] nptech
[4] philanthropy
[3] givingtuesday
[1] democratizegiving
[1] cybermonday

Top Hashtags in Tweet in G10:
[12] nptech
[4] charitytuesday
[4] fundchat
[4] startinggood
[4] lovols
[4] voluntourism
[4] philanthropy
[4] socialmedia
[4] jobs
[4] job

Top Words
Top Words in Tweet in Entire Graph:
[235] #csr
[225] #nonprofit
[215] #nptech
[212] #startup
[172] #saas
[163] #nonprofits
[161] fwdhumanity
[157] #hrtech
[146] #startups
[143] #edtech

Top Words in Tweet in G1:
[233] #csr
[212] #startup
[172] #saas
[161] fwdhumanity
[161] #nonprofit
[157] #hrtech
[146] #startups
[139] #nonprofits
[136] #futureofwork
[133] #edtech

Top Words in Tweet in G2:
[20] #nptech
[12] time
[11] read
[9] #nonprofits
[9] #salesforce
[8] #nonprofit
[8] crmscience
[8] blog
[8] #sfdc
[8] techsoup

Top Words in Tweet in G3:
[53] #nptech
[25] #nonprofit
[12] #givingtuesday
[11] nonprofit
[10] #raisers
[10] #reportingxpress
[10] #bemoreproductive
[10] #reporting
[10] #blackbaudtechnologypartner
[10] #cloudsoftware

Top Words in Tweet in G4:
[6] techsoup
[4] techsoupconnect
[3] 92
[3] online
[3] tech
[3] events
[3] nonprofit
[3] leaders
[3] staff
[3] volunteers

Top Words in Tweet in G5:
[4] #nonprofit
[3] hey
[3] salesforce
[3] folks
[3] join
[3] convo
[3] tue
[3] nov
[3] 30
[3] 12pm

Top Words in Tweet in G6:
[10] content
[10] #nonprofit
[10] website
[10] newsletter
[10] social
[10] media
[9] ntenorg
[7] digital
[6] #nptech
[6] creator

Top Words in Tweet in G7:
[7] 2021
[7] best
[7] app
[7] award
[7] live
[7] please
[7] view
[7] blog
[7] make
[7] nomination

Top Words in Tweet in G8:
[4] great
[4] #association
[4] #nptech
[3] #assn
[3] see
[2] advsol
[2] #cybersecurity
[2] breach
[2] lose
[2] money

Top Words in Tweet in G9:
[5] #nptech
[4] #philanthropy
[3] daffygiving
[3] well
[3] worth
[3] checking
[3] better
[3] time
[3] eve
[3] #givingtuesday

Top Words in Tweet in G10:
[13] donorschoose
[13] project
[12] #nptech
[9] teacher's
[5] guided
[5] reading
[5] books
[5] being
[5] requested
[4] malekgteacher

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] #startup,#hr
[93] #hr,#csr
[93] #learning,#shrm
[93] #hrtech,#peopleanalytics
[91] #hranalytics,#diversity
[89] #shrm,#hrtech
[87] #peopleanalytics,#deib
[87] #deib,#hranalytics
[86] #nonprofits,#nonprofit
[74] #nonprofit,#csr

Top Word Pairs in Tweet in G1:
[93] #startup,#hr
[93] #hr,#csr
[93] #learning,#shrm
[93] #hrtech,#peopleanalytics
[91] #hranalytics,#diversity
[89] #shrm,#hrtech
[87] #peopleanalytics,#deib
[87] #deib,#hranalytics
[85] #nonprofits,#nonprofit
[74] #nonprofit,#csr

Top Word Pairs in Tweet in G2:
[6] microsoft,announced
[6] announced,program
[6] program,#nonprofits
[6] #nonprofits,provides
[6] provides,suite
[6] suite,time
[6] time,monitoring
[6] monitoring,protection
[6] protection,tools
[6] tools,read

Top Word Pairs in Tweet in G3:
[10] #nonprofit,#blackbaudtechnologypartner
[10] #blackbaudtechnologypartner,#cloudsoftware
[10] #cloudsoftware,#foundations
[10] #foundations,#highered
[10] #highered,#nptech
[10] #nptech,#technology
[10] #technology,#edtech
[9] #reportingxpress,#bemoreproductive
[9] #bemoreproductive,#reporting
[9] #reporting,#reportbuilding

Top Word Pairs in Tweet in G4:
[3] 92,online
[3] online,tech
[3] tech,events
[3] events,nonprofit
[3] nonprofit,leaders
[3] leaders,staff
[3] staff,volunteers
[3] volunteers,november
[3] november,2021
[3] #nptech,#techsoupconnect

Top Word Pairs in Tweet in G5:
[3] hey,#nonprofit
[3] #nonprofit,salesforce
[3] salesforce,folks
[3] folks,join
[3] join,convo
[3] convo,tue
[3] tue,nov
[3] nov,30
[3] 30,12pm
[3] 12pm,plan

Top Word Pairs in Tweet in G6:
[10] website,newsletter
[10] newsletter,social
[10] social,media
[6] content,creator
[6] creator,#nonprofit
[6] #nonprofit,website
[6] media,hold
[6] hold,tomorrow
[6] tomorrow,digital
[5] ntenorg,content

Top Word Pairs in Tweet in G7:
[7] 2021,best
[7] best,app
[7] app,award
[7] award,live
[7] live,please
[7] please,view
[7] view,blog
[7] blog,make
[7] make,nomination
[7] nomination,#swtech

Top Word Pairs in Tweet in G8:
[3] #assn,#nptech
[2] #cybersecurity,breach
[2] breach,lose
[2] lose,money
[2] money,time
[2] time,customer
[2] customer,trust
[2] trust,jeff
[2] jeff,discusses
[2] discusses,moving

Top Word Pairs in Tweet in G9:
[4] #philanthropy,#nptech
[3] daffygiving,well
[3] well,worth
[3] worth,checking
[3] checking,better
[3] better,time
[3] time,eve
[3] eve,#givingtuesday
[2] ryanginard,daffygiving
[2] #givingtuesday,#democratize

Top Word Pairs in Tweet in G10:
[9] teacher's,donorschoose
[9] donorschoose,project
[5] guided,reading
[5] reading,books
[5] books,being
[5] being,requested
[5] requested,teacher's
[4] project,malekgteacher
[4] malekgteacher,teacherthrive
[4] teacherthrive,pencilstopigtails

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fwdhumanity
@martinhoyes
@appadvice
@techsoup
@applepodcasts
@nathanlatka
@donorschoose
@techsoupconnect
@ntenorg
@crmscience

Top Mentioned in G1:
@fwdhumanity
@martinhoyes
@appadvice
@applepodcasts
@nathanlatka
@sustmemetop500
@techsoup
@techsoupconnect
@ryanginard
@fw

Top Mentioned in G2:
@crmscience
@techsoup
@microsoft
@msftnonprofits
@generateimpact_
@nonprofitorgs
@biztechmagazine
@breadandnet
@redmondit
@non_profit_pro

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

Top Mentioned in G4:
@techsoupconnect
@techsoup
@plenty2eat
@annaleisec
@gunsssssst
@latech4good
@nptechedu
@this0499154500
@unicornwitness

Top Mentioned in G5:
@salesforcedc
@charisevl
@stanreeser
@brit_zuniga
@adamesfra00
@sarahfhusband
@atrawls
@witdcgroup
@dctrailblazers

Top Mentioned in G6:
@ntenorg
@nptech_ash

Top Mentioned in G7:
@husitaorg

Top Mentioned in G8:
@advsol
@pseudocodeinfo
@nawicaus

Top Mentioned in G9:
@ryanginard
@daffygiving
@joinpond
@doordash

Top Mentioned in G10:
@donorschoose
@teacherthrive
@fun_fresh_ideas

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@artificialbra1n
@fabriciosx
@humanre41270855
@codewithtwitchi
@nplace1
@scalarhumanity
@socentlive
@rahul05ranjan
@bridgetmwillard

Top Tweeters in G1:
@humanre41270855
@codewithtwitchi
@scalarhumanity
@socentlive
@bridgetmwillard
@markj_ohnson
@sdgsbot
@excellencia_ltd
@weincludedorg
@productier1

Top Tweeters in G2:
@chidambara09
@rahul05ranjan
@botsecx
@javageekbot
@tonymartignetti
@jcravens42
@biztechmagazine
@techsoup
@superteamup
@nonprofitorgs

Top Tweeters in G3:
@docusign
@silverbell
@kikilitalien
@inyathelo
@non_profit_info
@techsoupcanada
@itforcharities
@metaboga
@signifysolution
@mindsondesign

Top Tweeters in G4:
@bph
@techsoupconnect
@fondazionecrt
@this0499154500
@nptechedu
@plenty2eat
@gunsssssst
@globaltfokus
@alexdolbun
@latech4good

Top Tweeters in G5:
@charisevl
@brit_zuniga
@stanreeser
@witdcgroup
@patrorosalin
@salesforcedc
@brittngoodman
@dctrailblazers
@alfiedarling
@atrawls

Top Tweeters in G6:
@leapingwoman
@givewp
@ntenorg
@mo_flow
@jasonshim
@nptech_ash
@nickinsfo
@nkleclerc
@spy_hop

Top Tweeters in G7:
@jonesdavidn
@stuckonsw
@jaxrafferty
@oyinlolaolugbe1
@husitaorg
@amswonigeria
@alexis_glennon

Top Tweeters in G8:
@gianelladel
@digitaltransf11
@advsol
@nawicnational
@nawicaus
@pseudocodeinfo

Top Tweeters in G9:
@adamnash
@doordash
@ryanginard
@daffygiving
@joinpond

Top Tweeters in G10:
@nplace1
@donorschoose
@rellatink
@fun_fresh_ideas
@teacherthrive