nptech, Twitter, 12/7/2021 9:15:13 PM, 267884


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nptech_2021-12-07_05-34-17.xlsx
nptech_2021-12-07_05-34-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2021
Short Description:
nptech via NodeXL https://bit.ly/3GoLjiw
@fwdhumanity
@nonprofittimes
@charisevl
@gosocialfocus
@martinhoyes
@brctweets
@christuttle
@ntenorg
@sumactweets
@openmediaorg

Top hashtags:
#csr
#nonprofit
#nptech
#startup
#hrtech
#nonprofits
#edtech
#hr
#futureofwork

Description:
Description
The graph represents a network of 141 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, 07 December 2021 at 13:34 UTC.

The requested start date was Tuesday, 07 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, 11-hour, 53-minute period from Tuesday, 23 November 2021 at 11:30 UTC to Monday, 06 December 2021 at 23:23 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 : 141
Unique Edges : 78
Edges With Duplicates : 690
Total Edges : 768
Number of Edge Types : 5
Retweet : 295
MentionsInRetweet : 268
Tweet : 141
Mentions : 60
Replies to : 4
Self-Loops : 192
Reciprocated Vertex Pair Ratio : 0.0573770491803279
Reciprocated Edge Ratio : 0.108527131782946
Connected Components : 45
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 24
Maximum Edges in a Connected Component : 534
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.001584
Graph Density : 0.00653495440729483
Modularity : 0.180881
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 141 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, 07 December 2021 at 13:34 UTC.

The requested start date was Tuesday, 07 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, 11-hour, 53-minute period from Tuesday, 23 November 2021 at 11:30 UTC to Monday, 06 December 2021 at 23:23 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:
[28] https://twitter.com/FwdHumanity/status/1435653207577927683
[17] https://twitter.com/FwdHumanity/status/1462842687489396744
[12] https://www.sevaxapp.com/
[11] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[11] https://www.similarplay.com/
[8] https://rise.global/csr-business/r/2686964
[5] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om
[4] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[4] https://www.donorschoose.org/project/go-go-guided-reading/5908972/
[4] https://twitter.com/FwdHumanity/status/1466461442622640134

Top URLs in Tweet in G1:
[4] https://nonprofitinformation.com/nonprofit-quickbooks-tips/
[2] https://www.signify.solutions/blog/podcasting-trends
[2] https://www.signify.solutions/blog/should-you-invest-in-a-copywriter-for-your-nonprofit-social-enterprise-impact-website
[2] |
[1] https://blog.harnessgiving.com/asking-for-donations-a-guide/?utm_content=188015793&utm_medium=social&utm_source=twitter&hss_channel=tw-817489702416777216
[1] https://blog.harnessgiving.com/the-real-upside-of-givingtuesday/?utm_content=188015792&utm_medium=social&utm_source=twitter&hss_channel=tw-817489702416777216
[1] https://www.techsoup.ca/content/right-microsoft-365-and-office-365-your-nonprofit
[1] https://twitter.com/meetmaureen/status/1465348560124325888
[1] https://msdynamicsworld.com/story/national-forest-foundation-modernize-grants-fundraising-finances-microsoft-industry-solutions
[1] https://www.salesforce.org

Top URLs in Tweet in G2:
[1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-nonprofit-user-group-fort-wayne-united-states-presents-fort-wayne-welcome-meeting-december/
[1] https://twitter.com/i/spaces/1LyxBozpByjKN

Top URLs in Tweet in G3:
[28] https://twitter.com/FwdHumanity/status/1435653207577927683
[17] https://twitter.com/FwdHumanity/status/1462842687489396744
[12] https://www.sevaxapp.com/
[11] https://play.google.com/store/apps/details?id=com.sevaexchange.sevax
[11] https://www.similarplay.com/
[8] https://rise.global/csr-business/r/2686964
[4] https://twitter.com/FwdHumanity/status/1466461442622640134
[2] https://twitter.com/FwdHumanity/status/1463569751846752256
[1] https://web.sevaxapp.com/
[1] https://twitter.com/ExchangeSeva/status/1377019951861563397

Top URLs in Tweet in G4:
[3] https://impact.economist.com/projects/make-hybrid-human/
[1] https://thegivingblock.com/donate/nten/
[1] https://twitter.com/TheGivingBlock/status/1465707189939671040

Top URLs in Tweet in G5:
[2] https://www.thenonprofittimes.com/npt_articles/commentary-solving-nonprofits-thanksgiving-dinner-problem/
[2] https://nonstopnonprofitpodcast.com/episodes/ai-powered-predictive-prospecting
[1] https://www.thenonprofittimes.com/npt_articles/leadership-transition-at-merged-tech-firms/
[1] https://www.partnerhrm.com/
[1] https://twitter.com/ImagineCanada/status/1466031590056906753
[1] https://www.thenonprofittimes.com/marketing/nonprofits-cut-marketing-spend-up-marketing-tech/

Top URLs in Tweet in G6:
[5] https://action.openmedia.org/page/73972/donate/1?ea.tracking.id=om

Top URLs in Tweet in G7:
[1] https://neonone.com/resources/blog/end-of-the-year-donations-appeals/?utm_campaign=DS%20Socials%202021&utm_content=187444779&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.donorsearch.net/affinity-propensity-capacity-to-give/?utm_campaign=DS%20Socials%202021&utm_content=187600709&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://artificialintelligence-news.com/2021/11/02/four-major-impacts-of-artificial-intelligence-on-healthcare/?utm_campaign=DS%20Socials%202021&utm_content=187444525&utm_medium=social&utm_source=twitter&hss_channel=tw-39321930
[1] https://www.causevox.com/blog/year-end-fundraising-ideas/?utm_campaign=DS%20Socials%202021&utm_content=187488043&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

Top URLs in Tweet in G8:
[4] https://www.donorschoose.org/project/go-go-guided-reading/5908972/
[3] https://www.donorschoose.org/project/kleenex-and-clorox/5976552/
[3] https://www.donorschoose.org/project/if-youre-an-educator-you-know-tpt/5845345/

Top URLs in Tweet in G9:
[2] https://onetenth.consulting/case-studies-1/2021/12/6/the-coalition-for-rainforest-nations-fundraising-amp-grant-management-with-salesforce

Top Domains
Top Domains in Tweet in Entire Graph:
[63] twitter.com
[13] sevaxapp.com
[11] google.com
[11] similarplay.com
[10] donorschoose.org
[8] rise.global
[5] openmedia.org
[5] mailchi.mp
[5] signify.solutions
[5] crmscience.com

Top Domains in Tweet in G1:
[5] signify.solutions
[4] 4agoodcause.com
[4] nonprofitinformation.com
[3] twitter.com
[2] harnessgiving.com
[2] salesforce.org
[2] docusign.com
[1] techsoup.ca
[1] msdynamicsworld.com
[1] microsoft.com

Top Domains in Tweet in G2:
[1] trailblazercommunitygroups.com
[1] twitter.com

Top Domains in Tweet in G3:
[55] twitter.com
[13] sevaxapp.com
[11] google.com
[11] similarplay.com
[8] rise.global

Top Domains in Tweet in G4:
[3] economist.com
[1] thegivingblock.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] thenonprofittimes.com
[2] nonstopnonprofitpodcast.com
[1] partnerhrm.com
[1] twitter.com

Top Domains in Tweet in G6:
[5] openmedia.org

Top Domains in Tweet in G7:
[2] donorsearch.net
[2] causevox.com
[1] neonone.com
[1] artificialintelligence-news.com
[1] themodernnonprofit.com
[1] classy.org
[1] fundraisingletters.org
[1] contentuity360.com
[1] kindful.com

Top Domains in Tweet in G8:
[10] donorschoose.org

Top Domains in Tweet in G9:
[2] onetenth.consulting

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[277] csr
[195] nonprofit
[194] nptech
[188] startup
[180] hrtech
[176] nonprofits
[176] edtech
[173] hr
[167] futureofwork
[161] sustainability



Top Hashtags in Tweet in G1:
[33] nptech
[8] socialimpactbusiness
[8] greentech
[8] startupentrepreneur
[6] nonprofit
[6] ceomindset
[6] ceocoach
[5] fundraising
[4] quickbook
[4] quickbooks

Top Hashtags in Tweet in G2:
[6] fortwayne
[4] nonprofit
[3] nptech
[1] trailblazercommunity
[1] dc

Top Hashtags in Tweet in G3:
[277] csr
[188] startup
[180] hrtech
[173] hr
[167] futureofwork
[166] edtech
[161] sustainability
[158] nonprofits
[158] nonprofit
[143] saas

Top Hashtags in Tweet in G4:
[6] nptech
[1] nonprofits
[1] npdigital
[1] sm4sg
[1] govtech
[1] cryptogivingtuesday

Top Hashtags in Tweet in G5:
[6] nptech
[3] data
[3] nonprofit
[2] techforgood
[2] charities
[1] charity
[1] philanthropy
[1] nonprofits
[1] ai

Top Hashtags in Tweet in G6:
[5] technology
[5] nptech

Top Hashtags in Tweet in G7:
[11] fundraising
[11] nptech
[8] philanthropy
[8] nonprofits
[4] prospectresearch
[2] nonprofit
[2] giving
[2] gratitude
[2] donor
[2] thankyou

Top Hashtags in Tweet in G8:
[9] nptech
[3] charitytuesday
[3] fundchat
[3] startinggood
[3] lovols
[3] voluntourism
[3] philanthropy
[3] socialmedia
[3] jobs
[3] job

Top Hashtags in Tweet in G9:
[2] salesforce
[2] npsp
[2] nptech

Top Hashtags in Tweet in G10:
[2] smallgalleries
[2] chicagoart
[2] nptech
[2] socialgood
[2] surivorhealing

Top Words
Top Words in Tweet in Entire Graph:
[277] #csr
[195] #nonprofit
[194] #nptech
[188] #startup
[180] #hrtech
[176] #nonprofits
[176] #edtech
[173] #hr
[167] #futureofwork
[161] #sustainability

Top Words in Tweet in G1:
[33] #nptech
[8] #socialimpactbusiness
[8] #greentech
[8] #startupentrepreneur
[6] year
[6] fundraising
[6] #nonprofit
[6] #ceomindset
[6] #ceocoach
[5] #fundraising

Top Words in Tweet in G2:
[9] salesforce
[9] join
[6] introducing
[6] #fortwayne
[6] nonprofit
[6] user
[6] group
[6] indiana
[6] nonprofits
[6] virtual

Top Words in Tweet in G3:
[277] #csr
[188] #startup
[180] #hrtech
[173] #hr
[167] #futureofwork
[166] #edtech
[161] #sustainability
[158] #nonprofits
[158] #nonprofit
[143] #saas

Top Words in Tweet in G4:
[8] reminder
[8] google
[8] plus
[8] closed
[8] down
[8] nearly
[8] years
[8] ago
[8] april
[8] 2019

Top Words in Tweet in G5:
[6] #nptech
[3] social
[3] #data
[3] offer
[3] story
[3] #nonprofit
[2] together
[2] tech
[2] sector
[2] visualizations

Top Words in Tweet in G6:
[5] help
[5] openmediaorg
[5] fight
[5] open
[5] internet
[5] donate
[5] today
[5] #technology
[5] #nptech

Top Words in Tweet in G7:
[11] year
[11] end
[11] #fundraising
[11] #nptech
[9] campaign
[8] #philanthropy
[8] #nonprofits
[7] donors
[6] thank
[5] giving

Top Words in Tweet in G8:
[10] donorschoose
[10] project
[9] #nptech
[7] teacher's
[4] guided
[4] reading
[4] books
[4] being
[4] requested
[3] malekgteacher

Top Words in Tweet in G9:
[2] truly
[2] value
[2] partnership
[2] coalition
[2] rainforest
[2] nations
[2] rfnations
[2] excited
[2] see
[2] digital

Top Words in Tweet in G10:
[6] issue
[3] awakeningsart
[3] mark
[3] calendars
[3] two
[3] short
[3] weeks
[3] awakened
[3] voices
[3] 13

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[134] #startup,#hr
[134] #hr,#csr
[134] #hrtech,#peopleanalytics
[128] #hranalytics,#diversity
[126] #peopleanalytics,#deib
[126] #deib,#hranalytics
[123] #learning,#shrm
[122] #nonprofits,#nonprofit
[121] #shrm,#hrtech
[117] #nonprofit,#csr

Top Word Pairs in Tweet in G1:
[8] #socialimpactbusiness,#greentech
[8] #greentech,#startupentrepreneur
[6] #startupentrepreneur,#ceomindset
[6] #ceomindset,#ceocoach
[5] #nonprofit,#nptech
[4] focus,quickbooks
[4] quickbooks,board
[4] board,needs
[4] needs,#quickbook
[4] #quickbook,tips

Top Word Pairs in Tweet in G2:
[6] introducing,#fortwayne
[6] #fortwayne,salesforce
[6] salesforce,nonprofit
[6] nonprofit,user
[6] user,group
[6] group,indiana
[6] indiana,nonprofits
[6] nonprofits,join
[6] join,virtual
[6] virtual,welcome

Top Word Pairs in Tweet in G3:
[134] #startup,#hr
[134] #hr,#csr
[134] #hrtech,#peopleanalytics
[128] #hranalytics,#diversity
[126] #peopleanalytics,#deib
[126] #deib,#hranalytics
[123] #learning,#shrm
[122] #nonprofits,#nonprofit
[121] #shrm,#hrtech
[117] #nonprofit,#csr

Top Word Pairs in Tweet in G4:
[8] reminder,google
[8] google,plus
[8] plus,closed
[8] closed,down
[8] down,nearly
[8] nearly,years
[8] years,ago
[8] ago,april
[8] april,2019
[8] 2019,remove

Top Word Pairs in Tweet in G5:
[2] #data,visualizations
[2] visualizations,offer
[2] offer,chance
[2] chance,reimagine
[2] reimagine,old
[2] old,story
[2] story,jacobcharold
[2] jacobcharold,candiddotorg
[2] silent,partner
[2] partner,software

Top Word Pairs in Tweet in G6:
[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 G7:
[11] year,end
[6] #nonprofits,#nptech
[5] giving,season
[4] thank,donors
[4] end,giving
[3] #fundraising,#philanthropy
[3] time,make
[3] gratitude,campaign
[3] #fundraising,#nptech
[2] donors,year

Top Word Pairs in Tweet in G8:
[7] teacher's,donorschoose
[7] donorschoose,project
[4] guided,reading
[4] reading,books
[4] books,being
[4] being,requested
[4] requested,teacher's
[3] project,malekgteacher
[3] malekgteacher,teacherthrive
[3] teacherthrive,pencilstopigtails

Top Word Pairs in Tweet in G9:
[2] truly,value
[2] value,partnership
[2] partnership,coalition
[2] coalition,rainforest
[2] rainforest,nations
[2] nations,rfnations
[2] rfnations,excited
[2] excited,see
[2] see,digital
[2] digital,transformation

Top Word Pairs in Tweet in G10:
[3] mark,calendars
[3] calendars,two
[3] two,short
[3] short,weeks
[3] weeks,awakened
[3] awakened,voices
[3] voices,issue
[3] issue,13
[3] 13,body
[3] body,issue

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fwdhumanity
@martinhoyes
@donorschoose
@sustmemetop500
@christuttle
@excellencia_ltd
@openmediaorg
@brctweets
@jelliotttaylor
@nonprofittimes

Top Mentioned in G1:
@jelliotttaylor
@signifysolution
@joannalaznicka
@4agc

Top Mentioned in G2:
@brctweets
@salesforcedc
@charisevl
@stanreeser
@brit_zuniga
@adamesfra00
@sarahfhusband
@atrawls
@witdcgroup
@dctrailblazers

Top Mentioned in G3:
@fwdhumanity
@martinhoyes
@sustmemetop500
@excellencia_ltd
@nonprofittimes
@everyactionhq

Top Mentioned in G4:
@christuttle
@nptech_ash
@ntenorg

Top Mentioned in G5:
@jacobcharold
@candiddotorg
@sumactweets
@nonprofittimes
@everyactionhq
@gosocialfocus

Top Mentioned in G6:
@openmediaorg

Top Mentioned in G7:
@donorsearch
@neononetech
@kindfulapp

Top Mentioned in G8:
@donorschoose
@teacherthrive
@fun_fresh_ideas

Top Mentioned in G9:
@rfnations
@oneover10
@salesforceorg

Top Mentioned in G10:
@awakeningsart

Top Tweeters
Top Tweeters in Entire Graph:
@artificialbra1n
@humanre41270855
@codewithtwitchi
@nplace1
@hardlynormal
@scalarhumanity
@socentlive
@gianelladel
@hiringcare
@markj_ohnson

Top Tweeters in G1:
@docusign
@biztechmagazine
@amyrsward
@4agc
@fnpoc
@techsoupcanada
@magnifygood
@itforcharities
@signifysolution
@d_amo21

Top Tweeters in G2:
@mikemartin__c
@brctweets
@charisevl
@brit_zuniga
@davisagli
@stanreeser
@briecodes
@supilowski__c
@witdcgroup
@patrorosalin

Top Tweeters in G3:
@humanre41270855
@codewithtwitchi
@scalarhumanity
@markj_ohnson
@sdgsbot
@cloudcrem
@excellencia_ltd
@productier1
@weincludedorg
@sustmemetop500

Top Tweeters in G4:
@hardlynormal
@jefeblack
@regionallampoon
@schutzsmith
@christuttle
@ntenorg
@threatenwheel
@samspearsevans
@jasonshim
@nptech_ash

Top Tweeters in G5:
@artificialbra1n
@candiddotorg
@imaginecanada
@nonprofittimes
@sumactweets
@gosocialfocus
@everyactionhq
@jacobcharold

Top Tweeters in G6:
@rekastner
@thatstevengrant
@susanr1212
@openmediaorg
@hrenegar
@sleevine

Top Tweeters in G7:
@gordonjayfrost
@donorsearch
@kindfulapp
@neononetech
@kyliemelville2

Top Tweeters in G8:
@nplace1
@donorschoose
@rellatink
@fun_fresh_ideas
@teacherthrive

Top Tweeters in G9:
@salesforceorg
@rubinsingh
@oneover10
@rfnations

Top Tweeters in G10:
@resiliencechi
@awakeningsart
@kanwinchicago
@jeri_fred


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