nptech, Twitter, 12/14/2021 6:28:48 PM, 268344


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nptech_2021-12-14_05-34-17.xlsx
nptech_2021-12-14_05-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 14, 2021
Short Description:
nptech via NodeXL https://bit.ly/3dSb3aQ
@fwdhumanity
@techsoup
@ntenorg
@christuttle
@farra
@amyrsward
@kmontenegro
@cloudcrem
@martinhoyes
@jcbivins

Top hashtags:
#csr
#nonprofits
#nonprofit
#nptech
#communities
#sustainability
#startup
#futureofwork
#edtech

Description:
Description
The graph represents a network of 186 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, 14 December 2021 at 13:35 UTC.

The requested start date was Tuesday, 14 December 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, 10-hour, 54-minute period from Tuesday, 30 November 2021 at 12:13 UTC to Monday, 13 December 2021 at 23:08 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 : 186
Unique Edges : 132
Edges With Duplicates : 945
Total Edges : 1077
Number of Edge Types : 5
Retweet : 405
MentionsInRetweet : 423
Mentions : 80
Tweet : 167
Replies to : 2
Self-Loops : 233
Reciprocated Vertex Pair Ratio : 0.0943396226415094
Reciprocated Edge Ratio : 0.172413793103448
Connected Components : 46
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 846
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.233045
Graph Density : 0.00674222609706481
Modularity : 0.2048
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 186 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, 14 December 2021 at 13:35 UTC.

The requested start date was Tuesday, 14 December 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, 10-hour, 54-minute period from Tuesday, 30 November 2021 at 12:13 UTC to Monday, 13 December 2021 at 23:08 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:
[37] https://apps.apple.com/us/app/id1451705907
[32] https://twitter.com/FwdHumanity/status/1435653207577927683
[31] https://www.sevaxapp.com/
[19] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[19] https://www.similarplay.com/
[16] https://twitter.com/FwdHumanity/status/1462842687489396744
[10] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[9] https://twitter.com/FwdHumanity/status/1466461442622640134
[5] https://register.saastrscale2021.com
[5] https://web.sevaxapp.com/

Top URLs in Tweet in G1:
[37] https://apps.apple.com/us/app/id1451705907
[32] https://twitter.com/FwdHumanity/status/1435653207577927683
[31] https://www.sevaxapp.com/
[19] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[19] https://www.similarplay.com/
[16] https://twitter.com/FwdHumanity/status/1462842687489396744
[9] https://twitter.com/FwdHumanity/status/1466461442622640134
[5] https://register.saastrscale2021.com
[5] https://web.sevaxapp.com/
[4] https://twitter.com/FwdHumanity/status/1469375220343468035

Top URLs in Tweet in G2:
[4] https://www.crmscience.com/careers-submit-application
[3] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[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/podcasting-trends
[2] https://4agoodcause.com/mining-your-donor-database-for-major-givers/
[1] https://mailchi.mp/29c6ae93ca8e/forever-flowers-cayambe-871203
[1] https://msdynamicsworld.com/story/national-forest-foundation-modernize-grants-fundraising-finances-microsoft-industry-solutions
[1] https://nonprofits.tsi.microsoft.com/en-US/Microsoft-Cloud-For-Nonprofit-New-Tools/
[1] https://twitter.com/i/broadcasts/1vAGRkjdABVJl
[1] https://firstdonoharm.dev/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[2] https://www.nonprofitpro.com/article/is-your-nonprofit-ready-for-a-mobile-app/
[2] https://smartcausedigital.com/trainings/10-minute-training-website-security/
[1] https://thetechthatcomesnext.com
[1] https://grantstation.com/gs-insights/Are-You-as-Exhausted-as-I-am
[1] https://twitter.com/NTENorg/status/1466124007770669071
[1] https://hbr.org/2021/12/how-smart-tech-is-transforming-nonprofits
[1] https://thegivingblock.com/donate/nten/
[1] https://twitter.com/TheGivingBlock/status/1465707189939671040

Top URLs in Tweet in G4:
[2] https://aws.amazon.com/government-education/nonprofits/aws-imagine-grant-program
[1] https://forums.techsoup.org/t/how-did-you-find-yourself-in-nonprofit-technology/7506/3
[1] https://forums.techsoup.org/t/2022-tech-trends-for-nonprofits/7522
[1] https://www.protocol.com/enterprise/nonprofit-tech-startup-vc
[1] https://www.philanthropy.com/paid-content/microsoft/in-the-cloud-small-nonprofits-find-the-skys-the-limit
[1] https://snyk.io/blog/announcing-snyk-impact/
[1] https://blog.techsoup.org/posts/navigating-microsofts-latest-changes-and-their-impact-on-your-2022-planning
[1] https://www.infoxchange.org/au/about-us/annual-report

Top URLs in Tweet in G5:
[10] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om

Top URLs in Tweet in G6:
[1] https://www.linkedin.com/posts/technopathsf_salesforce-salesforceflows-salesforceadmin-activity-6874771971616464897-jKKc
[1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-nonprofit-user-group-fort-wayne-united-states-presents-fort-wayne-welcome-meeting-december/

Top URLs in Tweet in G8:
[2] https://www.donorsearch.net/your-attitude-of-gratitude-makes-life-long-donors/?utm_campaign=DS%20Socials%202021&utm_content=189254156&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://kindful.com/blog/9-ways-to-thank-your-volunteers-this-giving-season/?utm_campaign=DS%20Socials%202021&utm_content=189691697&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://themodernnonprofit.com/year-end-fundraising/?utm_campaign=DS%20Socials%202021&utm_content=188361895&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.classy.org/blog/15-creative-ways-to-thank-donors/?utm_campaign=DS%20Socials%202021&utm_content=188362373&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.donorsearch.net/major-donor-fundraising/?utm_campaign=DS%20Socials%202021&utm_content=188371282&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.fundraisingletters.org/donor-thank-you-letters/?utm_campaign=DS%20Socials%202021&utm_content=188381028&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.causevox.com/blog/10-ways-to-thank-your-donors-2/?utm_campaign=DS%20Socials%202021&utm_content=189012620&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] http://www.contentuity360.com/blog/6-simple-ways-to-show-your-donors-love-on-social-media?utm_campaign=DS%20Socials%202021&utm_content=189013002&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://podcasts.apple.com/us/podcast/the-philanthropy-masterminds-series-a-conversation/id1497374552?i=1000543973897&utm_campaign=MasterMinds%202021&utm_content=190010531&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.networkforgood.com/resource/7-best-practices-for-donor-thank-you-emails/?utm_campaign=DS%20Socials%202021&utm_content=189013016&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=eLR64i5nNyY


Top URLs in Tweet in G10:
[3] http://www.bunny.money/
[1] https://actu.fr/bretagne/brest_29019/applis-mobiles-a-brest-bunny-money-pour-epargner-sans-effort_45822792.html

Top Domains
Top Domains in Tweet in Entire Graph:
[83] twitter.com
[38] apple.com
[38] sevaxapp.com
[19] google.com
[19] similarplay.com
[10] openmedia.org
[6] donorsearch.net
[6] crmscience.com
[5] saastrscale2021.com
[5] 4agoodcause.com

Top Domains in Tweet in G1:
[73] twitter.com
[38] sevaxapp.com
[37] apple.com
[19] google.com
[19] similarplay.com
[5] saastrscale2021.com
[2] rise.global
[2] nodexlgraphgallery.org
[2] thenonprofittimes.com
[2] gotowebinar.com

Top Domains in Tweet in G2:
[6] crmscience.com
[5] signify.solutions
[5] 4agoodcause.com
[3] twitter.com
[3] nonprofitinformation.com
[3] magnifygood.com
[1] mailchi.mp
[1] msdynamicsworld.com
[1] microsoft.com
[1] firstdonoharm.dev

Top Domains in Tweet in G3:
[2] twitter.com
[2] nonprofitpro.com
[2] smartcausedigital.com
[1] thetechthatcomesnext.com
[1] grantstation.com
[1] hbr.org
[1] thegivingblock.com

Top Domains in Tweet in G4:
[3] techsoup.org
[2] amazon.com
[1] protocol.com
[1] philanthropy.com
[1] snyk.io
[1] infoxchange.org

Top Domains in Tweet in G5:
[10] openmedia.org

Top Domains in Tweet in G6:
[1] linkedin.com
[1] trailblazercommunitygroups.com

Top Domains in Tweet in G8:
[6] donorsearch.net
[1] kindful.com
[1] themodernnonprofit.com
[1] classy.org
[1] fundraisingletters.org
[1] causevox.com
[1] contentuity360.com
[1] apple.com
[1] networkforgood.com
[1] youtu.be

Top Domains in Tweet in G9:
[1] youtube.com

Top Domains in Tweet in G10:
[3] bunny.money
[1] actu.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[329] csr
[274] nonprofits
[244] nonprofit
[236] nptech
[229] communities
[218] sustainability
[215] startup
[212] futureofwork
[203] edtech
[201] hrtech



Top Hashtags in Tweet in G1:
[310] csr
[231] nonprofits
[219] communities
[207] sustainability
[202] startup
[201] nonprofit
[201] futureofwork
[190] saas
[188] hrtech
[186] hr

Top Hashtags in Tweet in G2:
[43] nptech
[8] crm
[8] socialimpactbusiness
[8] greentech
[7] sfdc
[7] startupentrepreneur
[6] nonprofit
[6] ceomindset
[5] ceocoach
[4] charity

Top Hashtags in Tweet in G3:
[10] nptech
[4] nonprofit
[2] npmc
[2] fundraising
[2] ynpn
[1] equity
[1] 22ntc
[1] cryptogivingtuesday

Top Hashtags in Tweet in G4:
[9] nptech
[8] nonprofits
[4] grantopportunity
[4] cloudtechnology
[4] tech4good
[3] nonprofittech
[3] microsoft
[2] grants
[2] ngos
[2] aws

Top Hashtags in Tweet in G5:
[10] technology
[10] nptech

Top Hashtags in Tweet in G6:
[7] fortwayne
[2] nptech
[1] nonprofit
[1] awesomeadmin
[1] trailblazercommunity

Top Hashtags in Tweet in G7:
[2] nptech
[1] nonprofits
[1] npdigital
[1] sm4sg
[1] govtech

Top Hashtags in Tweet in G8:
[14] fundraising
[14] nptech
[12] nonprofits
[8] philanthropy
[6] gratitude
[6] thankyou
[5] prospectresearch
[3] donors
[2] giving
[2] donor

Top Hashtags in Tweet in G9:
[5] nsms21
[1] nptech

Top Hashtags in Tweet in G10:
[1] bootstrap
[1] fintech
[1] purpose
[1] nptech
[1] giving

Top Words
Top Words in Tweet in Entire Graph:
[329] #csr
[274] #nonprofits
[244] #nonprofit
[236] #nptech
[229] #communities
[218] #sustainability
[215] #startup
[203] #edtech
[202] fwdhumanity
[201] #hrtech

Top Words in Tweet in G1:
[310] #csr
[231] #nonprofits
[219] #communities
[207] #sustainability
[202] #startup
[201] #nonprofit
[191] fwdhumanity
[190] #saas
[188] #hrtech
[186] #hr

Top Words in Tweet in G2:
[43] #nptech
[11] salesforce
[8] #crm
[8] #socialimpactbusiness
[8] #greentech
[7] ãƒ
[7] #sfdc
[7] #startupentrepreneur
[6] #nonprofit
[6] full

Top Words in Tweet in G3:
[13] work
[10] share
[10] #nptech
[8] amyrsward
[8] once
[8] generation
[8] opportunity
[8] remake
[8] focus
[8] social

Top Words in Tweet in G4:
[9] #nptech
[8] techsoup
[8] #nonprofits
[7] more
[7] sector
[6] great
[5] thank
[5] infoxchange
[5] connectingup
[5] another

Top Words in Tweet in G5:
[10] help
[10] openmediaorg
[10] fight
[10] open
[10] internet
[10] donate
[10] today
[10] #technology
[10] #nptech

Top Words in Tweet in G6:
[11] salesforce
[11] virtual
[7] introducing
[7] #fortwayne
[7] nonprofit
[7] user
[7] group
[7] indiana
[7] nonprofits
[7] join

Top Words in Tweet in G7:
[9] reminder
[9] google
[9] plus
[9] closed
[9] down
[9] nearly
[9] years
[9] ago
[9] april
[9] 2019

Top Words in Tweet in G8:
[14] #fundraising
[14] #nptech
[12] #nonprofits
[11] campaign
[8] #philanthropy
[7] thank
[7] gratitude
[7] year
[7] donorsearch
[6] #gratitude

Top Words in Tweet in G9:
[6] session
[5] put
[5] fun
[5] juliacsocial's
[5] #nsms21
[5] six
[5] creators
[5] short
[5] form
[5] videos

Top Words in Tweet in G10:
[3] learn
[3] co
[3] founder
[3] thomasrame
[3] met
[3] cyrilgoust
[3] fabienlamaison
[3] bootstrapped
[2] thebunnymoney

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[164] #nonprofits,#nonprofit
[163] #nonprofit,#csr
[158] #community,#education
[158] #education,#sustainability
[158] #sustainability,#nonprofits
[158] #csr,#volunteering
[158] #volunteering,#communities
[158] #communities,#yanggang
[158] #yanggang,#saas
[148] #startup,#hr

Top Word Pairs in Tweet in G1:
[156] #nonprofits,#nonprofit
[155] #nonprofit,#csr
[150] #community,#education
[150] #education,#sustainability
[150] #sustainability,#nonprofits
[150] #csr,#volunteering
[150] #volunteering,#communities
[150] #communities,#yanggang
[150] #yanggang,#saas
[138] #startup,#hr

Top Word Pairs in Tweet in G2:
[8] #socialimpactbusiness,#greentech
[7] #greentech,#startupentrepreneur
[6] #startupentrepreneur,#ceomindset
[5] ãƒ,ãƒ
[4] #nonprofit,#nptech
[4] full,time
[4] time,based
[4] based,opportunity
[4] developer,salesforce
[4] think,perfect

Top Word Pairs in Tweet in G3:
[8] once,generation
[8] generation,opportunity
[8] opportunity,remake
[8] remake,work
[8] work,focus
[8] focus,social
[8] social,change
[8] change,requires
[8] requires,people
[8] people,organizations

Top Word Pairs in Tweet in G4:
[5] thank,infoxchange
[5] infoxchange,connectingup
[5] connectingup,techsoup
[5] techsoup,another
[5] another,great
[5] great,year
[5] year,service
[5] service,non
[5] non,profit
[5] profit,sector

Top Word Pairs in Tweet in G5:
[10] help,openmediaorg
[10] openmediaorg,fight
[10] fight,open
[10] open,internet
[10] internet,donate
[10] donate,today
[10] today,#technology
[10] #technology,#nptech

Top Word Pairs in Tweet in G6:
[7] introducing,#fortwayne
[7] #fortwayne,salesforce
[7] salesforce,nonprofit
[7] nonprofit,user
[7] user,group
[7] group,indiana
[7] indiana,nonprofits
[7] nonprofits,join
[7] join,virtual
[7] virtual,welcome

Top Word Pairs in Tweet in G7:
[9] reminder,google
[9] google,plus
[9] plus,closed
[9] closed,down
[9] down,nearly
[9] nearly,years
[9] years,ago
[9] ago,april
[9] april,2019
[9] 2019,remove

Top Word Pairs in Tweet in G8:
[9] #nonprofits,#nptech
[5] gratitude,campaign
[5] #fundraising,#nonprofits
[5] year,end
[4] #fundraising,#nptech
[4] know,inspire
[4] inspire,donor
[3] thank,donors
[3] #nptech,#philanthropy
[3] check,blog

Top Word Pairs in Tweet in G9:
[5] put,fun
[5] fun,session
[5] session,juliacsocial's
[5] juliacsocial's,#nsms21
[5] #nsms21,six
[5] six,creators
[5] creators,short
[5] short,form
[5] form,videos
[5] videos,the_dude_nft

Top Word Pairs in Tweet in G10:
[3] learn,co
[3] co,founder
[3] founder,thomasrame
[3] thomasrame,met
[3] met,cyrilgoust
[3] cyrilgoust,fabienlamaison
[3] fabienlamaison,bootstrapped
[2] thebunnymoney,learn

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fwdhumanity
@martinhoyes
@excellencia_ltd
@appadvice
@techsoup
@christuttle
@openmediaorg
@amyrsward
@farra
@brctweets

Top Mentioned in G1:
@fwdhumanity
@martinhoyes
@appadvice
@excellencia_ltd
@nonprofittimes
@sustmemetop500
@techsoup
@cdwcorp
@hcm_tech
@ntenorg

Top Mentioned in G2:
@jelliotttaylor
@signifysolution
@joannalaznicka
@4agc

Top Mentioned in G3:
@amyrsward
@farra
@afua_bruce
@grantstation
@non_profit_pro
@kanter
@afine
@tonymartignetti
@christuttle
@jcbivins

Top Mentioned in G4:
@techsoup
@infoxchange
@connectingup
@aws_nonprofits
@jazzkat
@awscloud
@bronxconnect
@acbnational
@protocol
@philanthropy

Top Mentioned in G5:
@openmediaorg

Top Mentioned in G6:
@brctweets
@charisevl
@thisis
@thisismarkjones

Top Mentioned in G7:
@christuttle
@farra

Top Mentioned in G8:
@donorsearch
@spacsaratoga
@kindfulapp

Top Mentioned in G9:
@juliacsocial
@the_dude_nft
@chrisstrub
@midwesttgs
@angelapitter
@causevid

Top Mentioned in G10:
@thomasrame
@cyrilgoust
@fabienlamaison
@thebunnymoney
@cotebrest

Top Tweeters
Top Tweeters in Entire Graph:
@kmontenegro
@humanre41270855
@andytoronto
@codewithtwitchi
@hardlynormal
@scalarhumanity
@socentlive
@chrisstrub
@hiringcare
@codeforpdx

Top Tweeters in G1:
@humanre41270855
@codewithtwitchi
@scalarhumanity
@socentlive
@codeforpdx
@markj_ohnson
@diversityup
@sdgsbot
@excellencia_ltd
@productier1

Top Tweeters in G2:
@docusign
@biztechmagazine
@advsol
@inyathelo
@4agc
@fnpoc
@crmscience
@magnifygood
@itforcharities
@signifysolution

Top Tweeters in G3:
@kmontenegro
@kanter
@tonymartignetti
@silverbell
@lauraswhitehead
@ntenorg
@farra
@amyrsward
@craigshelley
@aarontebrinke

Top Tweeters in G4:
@andytoronto
@philanthropy
@techsoup
@awscloud
@protocol
@connectingup
@acbnational
@snyksec
@jazzkat
@infoxchange

Top Tweeters in G5:
@rekastner
@thatstevengrant
@susanr1212
@openmediaorg
@ricktelfer
@hrenegar
@sleevine
@paulsauve46
@gloriouslybless
@ericsauve2

Top Tweeters in G6:
@mahoganymonro
@mikemartin__c
@brctweets
@charisevl
@davisagli
@briecodes
@supilowski__c
@thisismarkjones
@brownchiney_
@thisis

Top Tweeters in G7:
@hardlynormal
@jefeblack
@regionallampoon
@schutzsmith
@reedstockman
@christuttle
@threatenwheel
@mo_flow
@samspearsevans

Top Tweeters in G8:
@gordonjayfrost
@spacsaratoga
@donorsearch
@kindfulapp
@sarahted514
@kyliemelville2

Top Tweeters in G9:
@chrisstrub
@juliacsocial
@angelapitter
@the_dude_nft
@midwesttgs
@causevid

Top Tweeters in G10:
@cotebrest
@fabienlamaison
@thebunnymoney
@cyrilgoust
@thomasrame


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