nptech, Twitter, 5/13/2020 1:36:45 AM, 226604


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nptech_2020-05-12_04-24-49.xlsx
nptech_2020-05-12_04-24-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 13, 2020
Short Description:
nptech via NodeXL https://bit.ly/2SUHxav
@ntenorg
@techsoup
@nonprofittimes
@kmontenegro
@amyrsward
@netsquared
@salesforce
@crmscience
@kanter
@nonprofitorgs

Top hashtags:
#nptech
#nonprofit
#nonprofits
#salesforce
#sfdc
#fundraising
#philanthropy
#digital
#covid19

Description:
Description
The graph represents a network of 347 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, 12 May 2020 at 11:24 UTC.

The requested start date was Tuesday, 12 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 18-hour, 52-minute period from Tuesday, 28 April 2020 at 00:16 UTC to Monday, 11 May 2020 at 19:09 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 : 347
Unique Edges : 273
Edges With Duplicates : 690
Total Edges : 963
Number of Edge Types : 5
Mentions : 187
Retweet : 255
MentionsInRetweet : 373
Tweet : 141
Replies to : 7
Self-Loops : 153
Reciprocated Vertex Pair Ratio : 0.0751173708920188
Reciprocated Edge Ratio : 0.139737991266376
Connected Components : 57
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 225
Maximum Edges in a Connected Component : 771
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.513022
Graph Density : 0.00381469574053406
Modularity : 0.421103
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 347 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, 12 May 2020 at 11:24 UTC.

The requested start date was Tuesday, 12 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 18-hour, 52-minute period from Tuesday, 28 April 2020 at 00:16 UTC to Monday, 11 May 2020 at 19:09 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:
[20] for
[16] Nonprofits
[14] http://www.bethkanter.org/5-tips-virtual-work/?utm_campaign=coschedule&utm_source=twitter&utm_medium=kanter&utm_content=Five
[14] Tips
[14] to
[14] Avoid
[14] Virtual
[14] Fatigue
[6] https://www.thenonprofittimes.com/technology/instagram-launches-live-fundraising-platform/?platform=hootsuite
[5] A

Top URLs in Tweet in G1:
[4] https://thehill.com/opinion/technology/495806-the-coronavirus-pandemic-is-breaking-the-internet-and-what-to-do-about-it#.XrBS6saOJ48.twitter
[4] https://www.thenonprofittimes.com/technology/opinion-investment-needed-in-nonprofit-tech-support/
[2] https://www.tagtech.org/page/COVID19-NonprofitSupport
[2] https://www.nten.org/job/website-developer/
[2] https://www.nten.org/job/sr-strategy-director/
[2] https://www.benton.org/blog/while-more-americans-rely-parking-lot-wi-fi-many-public-libraries-do-not-have-adequate
[2] http://Box.org
[1] https://www.nten.org/article/a-20ntc-keynote-for-the-whole-community/
[1] https://www.thenonprofittimes.com/technology/instagram-launches-live-fundraising-platform/?platform=hootsuite
[1] https://www.publicknowledge.org/documents/joint-letter-to-congress-on-broadband-in-stimulus-bills/

Top URLs in Tweet in G2:
[5] https://www.thenonprofittimes.com/technology/instagram-launches-live-fundraising-platform/?platform=hootsuite
[2] https://register.gotowebinar.com/register/2631949768512095244?platform=hootsuite
[2] https://www.thenonprofittimes.com/technology/opinion-investment-needed-in-nonprofit-tech-support/?platform=hootsuite
[2] https://www.thenonprofittimes.com/news/donors-volunteers-pitched-in-on-givingtuesdaynow/?platform=hootsuite
[1] https://www.thenonprofittimes.com/regulation/dot-org-deal-pushed-to-may-after-ags-protest/?platform=hootsuite
[1] https://qualtrics.ca1.qualtrics.com/jfe/form/SV_6QYSgkr22vtsnB3?platform=hootsuite
[1] https://www.thenonprofittimes.com/legal/nonprofit-senior-managers-take-the-most-via-fraud/?platform=hootsuite
[1] https://register.gotowebinar.com/register/2631949768512095244?utm_source=Full%20NPT%20Active&utm_campaign=c0ef1dd7fd-EMAIL_CAMPAIGN_2020_03_13_07_43_COPY_01&utm_medium=email&utm_term=0_639f323152-c0ef1dd7fd-96779967&mc_cid=c0ef1dd7fd&mc_eid=2ce95f7a72
[1] https://register.gotowebinar.com/register/2631949768512095244?utm_source=Full%20NPT%20Active&utm_campaign=6d3861d695-EMAIL_CAMPAIGN_2019_05_14_02_27_COPY_01&utm_medium=email&utm_term=0_639f323152-6d3861d695-&mc_cid=6d3861d695&mc_eid=%5BUNIQID%5D
[1] https://www.thenonprofittimes.com/npt_articles/1-billion-sale-of-dot-org-domain-blocked/?platform=hootsuite

Top URLs in Tweet in G3:
[4] https://blog.techsoup.org/posts/check-out-techsoups-covid-19-resource-page?utm_campaign=TechSoup%20for%20Libraries&utm_content=128637487&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://www.nptechforgood.com/2020/04/29/26-fundraising-digital-marketing-research-reports-for-nonprofits/?utm_content=128283082&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://diginomica.com/okta-good-non-profit-goals-dont-change-accelerate-response-covid-19?utm_content=128935461&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://events.asana.com/events/details/asana-virtual-events-by-asana-presents-better-collaboration-bigger-impact-how-to-manage-your-nonprofit-with-asana/?utm_content=128205773&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://twitter.com/asana/status/1258429835942060033
[1] https://blog.techsoup.org/posts/important-updates-to-the-symantec-donation-program-at-techsoup?utm_campaign=Symantec%2FBroadcom&utm_content=128175347&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/important-updates-to-the-symantec-donation-program-at-techsoup?utm_campaign=Symantec%2FBroadcom&utm_content=128199470&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/adopting-cloud-storage-at-your-nonprofit-with-adobe-pro-dc?utm_campaign=Adobe&utm_content=128151623&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/office-2010-is-retiring-get-the-latest-version-of-office?utm_campaign=Microsoft&utm_content=128357366&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.cnet.com/news/as-jails-face-coronavirus-threat-a-new-app-seeks-to-bridge-the-mail-gap/?ftag=CAD-03-10aaj8j&utm_content=128843407&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992

Top URLs in Tweet in G4:
[3] http://www.salesforce.org
[1] https://pardot.crmscience.com/l/840703/2020-04-29/mfy4rn/2695
[1] https://pardot.crmscience.com/l/840703/2020-04-27/mfxw9x/2577
[1] https://pardot.crmscience.com/l/840703/2020-04-26/mfxs28/2523
[1] https://pardot.crmscience.com/l/840703/2020-04-28/mfy1g8/2625
[1] https://pardot.crmscience.com/l/840703/2020-04-29/mfy3xn/2675
[1] https://pardot.crmscience.com/l/840703/2020-04-30/mfy6sz/2701
[1] https://pardot.crmscience.com/l/840703/2020-04-30/mfy848/2719
[1] https://pardot.crmscience.com/l/840703/2020-05-01/mfyb7g/2767
[1] https://pardot.crmscience.com/l/840703/2020-05-01/mfybzz/2789

Top URLs in Tweet in G5:
[3] https://www.signify.solutions/blog/should-your-nonprofit-have-a-blog
[1] https://www.linkedin.com/slink?code=e7RKF87
[1] https://www.softtrac.com/blog/set-up-for-tracking-covid-19-related-revenue-and-expenses-in-mip?utm_campaign=2020
[1] Blogs&utm_content=128158450&utm_medium=social&utm_source=twitter&hss_channel=tw-54542963
[1] https://morweb.org/Post/charity-auction-tech-solutions
[1] https://futurephilanthropy.blog/2020/05/02/a-new-roi-mixed-reality-and-the-return-on-immersion/
[1] http://www.salesforce.org
[1] https://www.destinationcrm.com/Articles/CRM-News/CRM-Featured-Articles/Salesforce.org-Adds-to-Nonprofit-and-Education-Clouds-140568.aspx
[1] https://www.employedforgood.com/documentation-tech-adlibs/
[1] https://www.employedforgood.com/implementing-tech-system-truths/

Top URLs in Tweet in G6:
[2] https://nonprofitquarterly.org/10-tips-for-staying-human-on-video-calls/
[1] https://www.nptechforgood.com/2020/04/24/3-emerging-fundraising-trends-for-nonprofits/?utm_content=127745442&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.csp.phambano.org.za/2020/02/14/how-many-microsoft-products-can-eligible-nonprofits-request-from-techsoup/
[1] https://www.nten.org/article/open-source-software-in-the-social-sector/
[1] https://www.nonprofitpro.com/article/technology-partners-are-offering-free-support-to-nonprofits-during-time-of-need/
[1] https://nonprofitquarterly.org/protecting-privacy-in-the-age-of-coronavirus-digital-tools-for-nonprofits/
[1] http://ow.ly/Gklr30qAW3C?utm_content=128377726&utm_medium=social&utm_source=twitter&hss_channel=tw-61206610
[1] https://ssir.org/articles/entry/data_driven_connections_for_a_better_world?sf233388929=1
[1] https://www.forbes.com/sites/forbesnonprofitcouncil/2020/04/10/digital-transformation-tactics-for-your-nonprofit?sf233388864=1
[1] https://cdw.voicestorm.com/Article/Redirect/8f6263bc-6caa-4f8f-b923-1a83d8c63607?uc=2283&g=6b428fa9-7b16-4775-b9a7-3edd1c8e1b6b&f=339811

Top URLs in Tweet in G7:
[20] for
[16] Nonprofits
[14] http://www.bethkanter.org/5-tips-virtual-work/?utm_campaign=coschedule&utm_source=twitter&utm_medium=kanter&utm_content=Five
[14] Tips
[14] to
[14] Avoid
[14] Virtual
[14] Fatigue
[5] A
[4] Small

Top URLs in Tweet in G8:
[5] https://www.funraise.org/blog/global-nonprofit-technology-stats-you-need-to-see
[1] http://www.care2services.com/care2blog/3-ways-to-take-advantage-of-texting-for-your-nonprofit?utm_content=bufferc0e16&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nptechforgood.com/2020/04/24/3-emerging-fundraising-trends-for-nonprofits/?utm_content=bufferdeabc&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.nptechforgood.com/2020/05/08/4-ways-to-boost-your-nonprofits-digital-storytelling-with-whatsapp/?utm_content=buffer8bbe6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/guides/online-fundraising-building-trust-gifts/?utm_content=bufferc41c3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/blog/website-pop-up-nonprofit-best-practices/?utm_content=buffer1aec4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.funraise.org/giving-report?utm_content=buffer74526&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/blog/website-pop-up-nonprofit-best-practices/?utm_content=buffer5a708&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/blog/website-pop-up-nonprofit-best-practices/?utm_content=bufferc953a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://wiredimpact.com/blog/website-pop-up-nonprofit-best-practices/?utm_content=bufferddbaf&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G9:
[3] https://www.nonprofitpro.com/article/technology-partners-are-offering-free-support-to-nonprofits-during-time-of-need/
[2] https://register.gotowebinar.com/register/6992200567500497934
[2] https://palantetech.coop/zoomboming-self-defense/tech-guide?mc_cid=2873dff813&mc_eid=35da9c8ba7
[1] https://twitter.com/jegelstaff/status/1258059159964131329
[1] https://www.nngroup.com/articles/how-people-read-online/?utm_content=buffer6acba&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://vanschneider.com/how-to-write-ux-copy-that-makes-your-product-a-joy-to-use?utm_content=buffer0eb60&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[1] https://www.eventbrite.com/e/artificial-intelligence-for-the-impact-economy-tickets-104074613972

Top Domains
Top Domains in Tweet in Entire Graph:
[22] crmscience.com
[21] bethkanter.org
[20] twitter.com
[18] thenonprofittimes.com
[13] nptechforgood.com
[12] techsoup.org
[12] nten.org
[8] gotowebinar.com
[8] linkedin.com
[8] voicestorm.com

Top Domains in Tweet in G1:
[11] nten.org
[5] thenonprofittimes.com
[4] thehill.com
[4] twitter.com
[2] tagtech.org
[2] benton.org
[2] box.org
[1] publicknowledge.org
[1] washingtonpost.com
[1] facebook.com

Top Domains in Tweet in G2:
[13] thenonprofittimes.com
[4] gotowebinar.com
[1] qualtrics.com
[1] shp.so
[1] twitter.com

Top Domains in Tweet in G3:
[9] techsoup.org
[5] twitter.com
[4] nptechforgood.com
[2] meetup.com
[2] causevox.com
[1] diginomica.com
[1] asana.com
[1] cnet.com
[1] gotowebinar.com
[1] netsquared.org

Top Domains in Tweet in G4:
[22] crmscience.com
[3] salesforce.org
[3] fionta.com
[1] zoom.us
[1] destinationcrm.com

Top Domains in Tweet in G5:
[7] 4agoodcause.com
[5] nptechforgood.com
[4] signify.solutions
[2] employedforgood.com
[2] wordfence.com
[2] imageinabox.com
[1] linkedin.com
[1] softtrac.com
[1] morweb.org
[1] futurephilanthropy.blog

Top Domains in Tweet in G6:
[8] voicestorm.com
[3] nonprofitquarterly.org
[1] nptechforgood.com
[1] org.za
[1] nten.org
[1] nonprofitpro.com
[1] ow.ly
[1] ssir.org
[1] forbes.com
[1] nytimes.com

Top Domains in Tweet in G7:
[21] bethkanter.org

Top Domains in Tweet in G8:
[6] wiredimpact.com
[6] funraise.org
[3] nptechforgood.com
[2] socialbrite.org
[1] care2services.com
[1] bloomerang.co
[1] techsoup.org
[1] twitter.com

Top Domains in Tweet in G9:
[3] nonprofitpro.com
[2] gotowebinar.com
[2] palantetech.coop
[1] twitter.com
[1] nngroup.com
[1] vanschneider.com

Top Domains in Tweet in G10:
[1] eventbrite.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[310] nptech
[87] nonprofit
[46] nonprofits
[38] salesforce
[33] sfdc
[31] fundraising
[29] philanthropy
[25] digital
[23] covid19
[20] aura



Top Hashtags in Tweet in G1:
[43] nptech
[19] nonprofit
[7] 20ntc
[7] jobalert
[6] ntenjobs
[6] philanthropy
[6] npdigitalsummit
[4] digitalequity
[4] covid19
[4] nonprofitjobs

Top Hashtags in Tweet in G2:
[22] digital
[18] nonprofit
[18] nptech
[14] philanthropy
[10] charity
[8] fundraising
[7] webinar
[7] covid_19
[6] ppe
[5] nonprofits

Top Hashtags in Tweet in G3:
[28] nptech
[8] net2
[7] covid19
[5] nonprofits
[4] nonprofit
[3] calgary
[3] yyc
[2] microsoft
[2] tech4good
[1] npcovid19

Top Hashtags in Tweet in G4:
[37] salesforce
[33] sfdc
[33] nptech
[21] nonprofit
[20] aura
[18] programming
[17] crm
[14] fintech
[13] hightech
[11] nonprofits

Top Hashtags in Tweet in G5:
[40] nptech
[9] nonprofits
[7] fundraising
[5] nonprofit
[5] churchtech
[5] churchresources
[5] egiving
[5] ministry
[5] church
[5] pastor

Top Hashtags in Tweet in G6:
[19] nptech
[8] cdwsocial
[7] nonprofits
[6] nonprofit
[3] 501technyc
[1] tech4good
[1] remotework
[1] workfromhome
[1] ai
[1] artificialintelligence

Top Hashtags in Tweet in G7:
[20] nptech
[8] philanthropy
[8] npcovid19
[2] happyhealthynp
[1] npdigitalsummit

Top Hashtags in Tweet in G8:
[20] nptech
[6] fundraising
[3] givingtuesdaynow
[3] givingtuesday
[2] nonprofits
[2] donors
[1] npmc
[1] popups
[1] npmarketing
[1] seo

Top Hashtags in Tweet in G9:
[11] nptech
[3] npcovid19
[2] ux
[2] design
[1] npcomms

Top Hashtags in Tweet in G10:
[1] aiforgood
[1] socent
[1] nptech

Top Words
Top Words in Tweet in Entire Graph:
[459] Words in Sentiment List#1: Positive
[147] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[11453] Non-categorized Words
[12059] Total Words
[310] #nptech
[85] #nonprofit
[69] nonprofits
[55] more
[53] crmscience

Top Words in Tweet in G1:
[43] #nptech
[37] ntenorg
[25] tagtechorg
[22] digital
[21] amyrsward
[21] needs
[20] baseline
[20] preparedness
[20] global
[20] nonprofits

Top Words in Tweet in G2:
[33] nonprofittimes
[22] #digital
[21] made
[18] #nonprofit
[18] #nptech
[16] revenue
[15] salvationarmyus
[15] seen
[15] giving
[15] increase

Top Words in Tweet in G3:
[28] #nptech
[16] online
[15] netsquared
[13] nonprofits
[11] techsoup
[9] make
[8] #net2
[7] #covid19
[7] resources
[7] featuring

Top Words in Tweet in G4:
[53] crmscience
[37] #salesforce
[33] #sfdc
[33] #nptech
[31] âš
[29] project
[28] create
[25] users
[22] using
[21] #nonprofit

Top Words in Tweet in G5:
[40] #nptech
[9] #nonprofits
[7] #fundraising
[7] right
[6] take
[5] #nonprofit
[5] next
[5] tech
[5] fundraising
[5] nonprofit

Top Words in Tweet in G6:
[19] #nptech
[8] #cdwsocial
[7] important
[7] #nonprofits
[7] staying
[6] free
[6] donors
[6] forbes
[6] #nonprofit
[5] more

Top Words in Tweet in G7:
[20] #nptech
[12] kanter
[12] nonprofits
[9] five
[9] tips
[9] avoid
[9] virtual
[9] fatigue
[9] nonprofit
[8] #philanthropy

Top Words in Tweet in G8:
[20] #nptech
[10] nonprofit
[8] need
[7] nonprofitorgs
[7] website
[7] global
[6] #fundraising
[6] pop
[5] technology
[5] stats

Top Words in Tweet in G9:
[11] #nptech
[6] online
[6] time
[4] techsoupcanada
[4] content
[3] webinar
[3] privacy
[3] technology
[3] partners
[3] offering

Top Words in Tweet in G10:
[4] use
[4] ai
[4] solve
[4] tough
[4] social
[4] ecological
[4] challenges
[4] join
[4] online
[4] panel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] covid,19
[22] preparedness,global
[20] fact,users
[20] tell,difference
[20] difference,between
[20] between,#aura
[20] #aura,lightning
[20] lightning,web
[20] web,components
[20] components,possibly

Top Word Pairs in Tweet in G1:
[20] preparedness,global
[19] baseline,digital
[19] digital,preparedness
[19] global,nonprofits
[13] nethope_org,calling
[12] calling,funders
[12] covid,19
[11] more,important
[11] 19,pandemic
[10] tagtechorg,nethope_org

Top Word Pairs in Tweet in G2:
[15] salvationarmyus,seen
[15] seen,#digital
[15] #digital,giving
[15] giving,increase
[15] increase,413
[15] 413,made
[15] made,loss
[15] loss,revenue
[15] revenue,thousands
[14] nonprofittimes,salvationarmyus

Top Word Pairs in Tweet in G3:
[6] #net2,#nptech
[6] online,successful
[6] successful,online
[6] online,board
[6] board,meeting
[6] meeting,featuring
[6] featuring,nctech4good's
[6] nctech4good's,jeanneallennc
[5] covid,19
[4] techsoup's,covid

Top Word Pairs in Tweet in G4:
[20] fact,users
[20] tell,difference
[20] difference,between
[20] between,#aura
[20] #aura,lightning
[20] lightning,web
[20] web,components
[20] components,possibly
[18] possibly,#programming
[17] crm,science

Top Word Pairs in Tweet in G5:
[6] #nonprofits,#nptech
[6] #nptech,#fundraising
[5] #churchtech,#churchresources
[5] #churchresources,#egiving
[5] #egiving,#nptech
[5] #fundraising,#ministry
[5] #ministry,#church
[5] #church,#pastor
[3] #socialimpactbusiness,#greentech
[3] #greentech,#startupentrepreneur

Top Word Pairs in Tweet in G6:
[6] #nptech,#cdwsocial
[5] staying,connected
[5] connected,donors
[5] donors,important
[5] important,check
[5] check,free
[5] free,tool
[5] tool,#nonprofit
[5] #nonprofit,forbes
[5] forbes,#nptech

Top Word Pairs in Tweet in G7:
[9] five,tips
[9] tips,nonprofits
[9] nonprofits,avoid
[9] avoid,virtual
[9] virtual,fatigue
[9] fatigue,#nptech
[8] #nptech,#philanthropy
[8] #philanthropy,#npcovid19
[6] kanter,five
[5] nonprofit,use

Top Word Pairs in Tweet in G8:
[5] global,nonprofit
[5] nonprofit,technology
[5] technology,#nptech
[5] #nptech,stats
[5] stats,need
[5] need,see
[5] see,funraise
[4] best,practices
[4] nonprofitorgs,global
[3] need,website

Top Word Pairs in Tweet in G9:
[3] technology,partners
[3] partners,offering
[3] offering,free
[3] free,support
[3] support,nonprofits
[3] nonprofits,during
[3] during,time
[3] time,need
[3] need,#nptech
[3] people,read

Top Word Pairs in Tweet in G10:
[4] use,ai
[4] ai,solve
[4] solve,tough
[4] tough,social
[4] social,ecological
[4] ecological,challenges
[4] challenges,join
[4] join,online
[4] online,panel
[4] panel,discussion

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@crmscience
@nonprofittimes
@ntenorg
@tagtechorg
@amyrsward
@techsoup
@nethope_org
@salvationarmyus
@netsquared
@kanter

Top Mentioned in G1:
@ntenorg
@tagtechorg
@amyrsward
@nethope_org
@erricka
@nonprofittimes
@tierneys
@nethop
@cocoforster
@jeanlouis

Top Mentioned in G2:
@nonprofittimes
@salvationarmyus
@piregistry
@classy
@icann
@unitedway
@agbecerra
@instagram
@mhrywna
@mediacause

Top Mentioned in G3:
@techsoup
@netsquared
@nctech4good
@jeanneallennc
@originaljynch
@teamameelio
@kellyannmorris
@nonprofitorgs
@asana
@office

Top Mentioned in G4:
@crmscience
@sfdopartners
@_fionta
@salesforceorg
@optinmonster
@salesforce
@itforcharities
@pardot

Top Mentioned in G5:
@signifysolution
@ripplegiving
@jelliotttaylor
@4agc

Top Mentioned in G6:
@forbes
@npquarterly
@non_profit_pro
@harvardbiz
@netsquared
@nonprofito
@cdw_nonprofit
@ntenorg
@tonymartignetti
@ssireview

Top Mentioned in G7:
@kanter
@publicprofit
@carriericesf
@amyrsward
@leapambassadors

Top Mentioned in G8:
@nonprofitorgs
@funraise
@wiredimpact
@care2
@socialbrite
@bloomerangtech
@netsquared
@techsoup
@originaljynch
@missionm

Top Mentioned in G9:
@techsoupcanada
@mindsondesign
@jegelstaff
@charityvillage
@futureofgood
@netsquared
@jegel

Top Mentioned in G10:
@gideonro
@phrytz
@ahmad_kmr
@ronitmargulies
@davidbergvinson

Top Tweeters
Top Tweeters in Entire Graph:
@honeymoongondol
@aaroncuddeback
@ottlegalrebels
@richfm39517086
@kmontenegro
@nytimes
@dwatchnews
@nomoreslaves
@debraruh
@cnet

Top Tweeters in G1:
@kmontenegro
@hardlynormal
@google
@johnhaydon
@bph
@stilgorgeous
@egratto
@ringcentral
@leapingwoman
@jordanhirsch

Top Tweeters in G2:
@richfm39517086
@dwatchnews
@salvationarmyus
@livingunited
@habitat_org
@classy
@givingtuesday
@donuts4dollars
@unitedway
@paperluddite

Top Tweeters in G3:
@debraruh
@cnet
@truthdrivenlife
@office
@cultureyyc
@hawaii
@asana
@adobe
@techsoup
@jcravens42

Top Tweeters in G4:
@aaroncuddeback
@ottlegalrebels
@studentforce
@salesforce
@interfima
@programminbuddy
@projectlearn_io
@appitekbot
@pardot
@salesforceorg

Top Tweeters in G5:
@mrssambarnard
@morweborg
@4agc
@tech_impact
@magnifygood
@smartnonprofit
@ryanginard
@gobarefoot_co
@signifysolution
@braddeforest

Top Tweeters in G6:
@forbes
@npquarterly
@harvardbiz
@tonymartignetti
@willcoley
@lynnsaratore
@joesaidso
@ssireview
@non_profit_pro
@nerfman55

Top Tweeters in G7:
@elemenous
@thirdsectorlab
@kanter
@jcbivins
@gayaalds
@ellenjanssens
@amysigona
@mee_helen
@stevgeorg
@wid_ny

Top Tweeters in G8:
@honeymoongondol
@nomoreslaves
@parvez1
@care2
@nonprofitorgs
@bloomerangtech
@mo_flow
@wiredimpact
@socialbrite
@rosiepowers

Top Tweeters in G9:
@charityvillage
@techsoupcanada
@fundraisehumber
@211ontario
@futureofgood
@mindsondesign
@sethgiammanco
@joe_keenan
@jegelstaff
@jegel

Top Tweeters in G10:
@lauraasialacsr
@gideonro
@oneconcerninc
@ahmad_kmr
@davidbergvinson
@phrytz
@ronitmargulies


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