nptech, Twitter, 3/2/2021 1:19:26 PM, 249939


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nptech_2021-03-02_02-17-06.xlsx
nptech_2021-03-02_02-17-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 02, 2021
Short Description:
nptech via NodeXL https://bit.ly/2MEMEvB
@techsoup
@netsquared
@education_24x7
@crmscience
@nonprofittimes
@nonprofitorgs
@sfdopartners
@doneladams
@x4impact
@fwdhumanity

Top hashtags:
#nptech
#nonprofit
#tech4good
#fundraising
#nonprofits
#ngos
#charity
#ongs

Description:
Description
The graph represents a network of 339 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, 02 March 2021 at 10:17 UTC.

The requested start date was Tuesday, 02 March 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, 12-hour, 11-minute period from Tuesday, 16 February 2021 at 12:37 UTC to Tuesday, 02 March 2021 at 00:48 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 : 339
Unique Edges : 267
Edges With Duplicates : 571
Total Edges : 838
Number of Edge Types : 5
Mentions : 301
MentionsInRetweet : 250
Retweet : 163
Tweet : 122
Replies to : 2
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0647668393782383
Reciprocated Edge Ratio : 0.121654501216545
Connected Components : 56
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 209
Maximum Edges in a Connected Component : 619
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.472945
Graph Density : 0.00358695082997329
Modularity : 0.415623
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 339 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, 02 March 2021 at 10:17 UTC.

The requested start date was Tuesday, 02 March 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, 12-hour, 11-minute period from Tuesday, 16 February 2021 at 12:37 UTC to Tuesday, 02 March 2021 at 00:48 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:
[7] https://my.demio.com/ref/M0Sy8fx1FCKXgk63
[5] https://pardot.crmscience.com/l/840703/2021-02-22/mpvgf8
[5] https://blog.techsoup.org/posts/service-design-2-easy-tools-to-improve-your-organization?utm_content=154754139&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://blog.techsoup.org/posts/grantmaker-tech-trends-that-nonprofits-should-know-about?utm_campaign=Philanthropy&utm_content=155948848&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://help.actionnetwork.org/hc/en-us/articles/360018825232
[3] https://www.meetup.com/NetSquared-Paris/events/275537312/?utm_content=154563173&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://pardot.crmscience.com/l/840703/2021-01-11/mnd7h3
[3] https://pardot.crmscience.com/l/840703/2021-02-03/mpkq2d
[3] https://www.thenonprofittimes.com/podcast/episode-35-2020-donor-advised-fund-report/
[3] http://gofundme.com?utm_content=155037470&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992

Top URLs in Tweet in G1:
[5] https://blog.techsoup.org/posts/service-design-2-easy-tools-to-improve-your-organization?utm_content=154754139&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://www.meetup.com/NetSquared-Paris/events/275537312/?utm_content=154563173&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://blog.techsoup.org/posts/7-steps-to-prepare-for-an-effective-nonprofit-facebook-ad-campaign?utm_content=153434563&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://charitydigital.org.uk/events/bemoredigital-conference-2021?utm_content=154527793&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://www.meetup.com/NetSquared-Barcelona/events/276227218/?utm_content=153987488&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://netsquared.org/blog/netsquared-barcelona-%C2%BFc%C3%B3mo-aplicar-la-gu%C3%ADa-de-cookies-en-la-web-de-tu-ong-en-wordpress?utm_content=155402712&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/?utm_content=154152129&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292#/
[1] https://blog.techsoup.org/posts/6-best-practices-for-nonprofit-digital-advertising-success-in-2021?utm_content=152715811&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/4-nonprofit-website-trends-for-2021?utm_content=153022759&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/6-best-practices-for-nonprofit-digital-advertising-success-in-2021?utm_content=152715812&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G2:
[2] http://gofundme.com?utm_content=155037470&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://associationsnow.com/2021/02/four-tips-for-helping-boards-navigate-tech/?utm_content=155192163&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://bitcoinmagazine.com/articles/why-your-nonprofit-should-be-thinking-about-bitcoin?utm_content=155286066&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/4-nonprofit-website-trends-for-2021?utm_content=153022759&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/4-nonprofit-website-trends-for-2021?utm_content=153022760&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.eventbrite.co.uk/e/how-can-ngos-boost-their-fundraising-with-digital-tools-registration-141804985529?fbclid=IwAR0ocjYbOE6xZP2zvsAj6cq7-&utm_campaign=Webinars&utm_content=155037471&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.techsoup.org/?utm_content=155400490&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://techsoupglobal.zoom.us/webinar/register/WN_dDBBlsXwR7qB7Vye0cX8PA?utm_campaign=TSwebinar&utm_content=154645630&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://techsoupglobal.zoom.us/webinar/register/WN_dDBBlsXwR7qB7Vye0cX8PA?utm_campaign=TSwebinar&utm_content=155192162&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.giveblck.org/?utm_campaign=BLM%20Halp%20Ticket&utm_content=154646351&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992

Top URLs in Tweet in G3:
[3] https://www.thenonprofittimes.com/podcast/episode-35-2020-donor-advised-fund-report/
[2] https://www.thenonprofittimes.com/report/blackbaud-data-large-npos-did-ok-small-took-it-on-the-chin/
[2] https://lnkd.in/eNGVPij
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=249475
[1] http://gofundme.com?utm_content=155037470&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.thenonprofittimes.com/marketing/fewer-than-50-of-nonprofits-have-a-digital-marketing-strategy/
[1] https://www.thenonprofittimes.com/news/nonprofit-job-recovery-at-a-crawl/
[1] https://www.thenonprofittimes.com/the-nonprofit-times-digital-edition/
[1] https://www.thenonprofittimes.com/npt_articles/blm-impact-report-shows-networks-strength-fundraising/
[1] https://www.thenonprofittimes.com/fundraising/salvation-armys-holiday-giving-up-27/

Top URLs in Tweet in G4:
[2] https://nonprofitinformation.com/capital-campaign-websites-must-haves/
[1] https://go.idealistconsulting.com/l/276872/2021-02-16/h2b2n/29041
[1] https://communityit.com/2021-nonprofit-cybersecurity-incident-download/
[1] https://unit4.co/ug7VuDR-jh
[1] https://www.goodtechfest.com
[1] https://blog.stratuslive.com/five-point-checklist-for-an-optimized-online-donation-page?utm_campaign=Blog%20Promotion&utm_content=154780087&utm_medium=social&utm_source=twitter&hss_channel=tw-67606520
[1] https://www.signify.solutions/blog/social-media-writing-tips
[1] https://signify.solutions/blog/the-ultimate-guide-to-nonprofit-social-enterprise-impact-websites
[1] https://truelysane.blogspot.com/2021/02/do-it-yourself.html
[1] https://truelysane.blogspot.com/2020/10/dont-worry-be-wary.html

Top URLs in Tweet in G5:
[4] https://pardot.crmscience.com/l/840703/2021-02-22/mpvgf8
[3] https://pardot.crmscience.com/l/840703/2021-01-11/mnd7h3
[3] https://pardot.crmscience.com/l/840703/2021-02-03/mpkq2d
[3] https://pardot.crmscience.com/l/840703/2021-02-16/mpr1j8
[2] https://www.linkedin.com/slink?code=gbSsnqX
[1] https://salesforce.smh.re/1LG
[1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-nonprofit-user-group-bellingham-united-states-presents-bellingham-nonprofit-admin-virtual-meet-up-6/
[1] https://www.youtube.com/channel/UC8kDDLRZzDdOBS24al99Kag/playlists
[1] https://pardot.crmscience.com/l/840703/2021-01-13/mnft7c
[1] https://pardot.crmscience.com/l/840703/2021-01-05/mnblm5

Top URLs in Tweet in G6:
[3] https://blog.techsoup.org/posts/grantmaker-tech-trends-that-nonprofits-should-know-about?utm_campaign=Philanthropy&utm_content=155948848&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://cdw.voicestorm.com/Article/Redirect/5cec9a49-d4aa-45b1-85c6-93a9f75726d3?uc=16311&g=e534768e-1cf0-4674-af53-8ef3c07ef19e&f=516780
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=16311&g=d2849dc4-34e7-4439-969a-838919ad3c19&f=518834
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=2283&g=14b53164-56a7-4a78-8e4f-7af546ed9997&f=518666
[1] https://cdw.voicestorm.com/Article/Redirect/d75b9ef1-e18b-40f2-b902-f5fc5edd2c58?uc=2283&g=55fa9575-5dfd-4971-b116-ea5baa8c388e&f=510828
[1] https://cdw.voicestorm.com/Article/Redirect/5cec9a49-d4aa-45b1-85c6-93a9f75726d3?uc=2283&g=73152d4d-4e6d-4860-8974-9177fc8f1212&f=513414
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=2283&g=b393218a-2f27-47e1-989c-af66f0562f5f&f=517615
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=17312&g=d7beab74-4b30-40de-9b46-3e4055524268&f=518621
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=20644&g=f81822a5-e250-4056-b64c-000da3dbb986&f=518540
[1] https://cdw.voicestorm.com/Article/Redirect/c3c1db60-754a-4164-86c0-6eca1705fb36?uc=26335&g=07af1e3e-ffd3-405b-b351-3fe038d3833f&f=518156

Top URLs in Tweet in G7:
[2] https://wpsimplepay.com/7-ways-fundraisers-drive-traffic-to-their-donation-forms/#utm_source=BridgetWillard&utm_medium=Twitter
[1] https://wpsimplepay.com/7-ways-fundraisers-drive-traffic-to-their-donation-forms?utm_content=bufferee816&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.youtube.com/watch?v=z09VNKW6yfg&feature=youtu.be

[1] https://www.amazon.com/dp/B08KQP2WZL
[1] https://headstrong.org/social-media-internship/
[1] https://givewp.com/how-to-write-a-readable-newsletter-email-marketing-for-nonprofits/#utm_source=BridgetWillard&utm_medium=Twitter

Top URLs in Tweet in G8:
[1] https://twitter.com/idealistconsult/status/1361752815450882049
[1] https://communityit.com/2021-nonprofit-cybersecurity-incident-download/
[1] https://futurephilanthropy.blog/2021/02/18/nonprofits-reclaim-identity/
[1] https://twitter.com/ssireview/status/1362486331000172550
[1] https://futurephilanthropy.substack.com/p/fp1-debt-forgiveness-grantmaking?r=ecjgr&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://futurephilanthropy.blog/2021/02/28/philanthropy-disaster-response-part-1-nonprofits-printers-propellers/
[1] https://twitter.com/RandySEvans/status/1366363867853463552

Top URLs in Tweet in G10:
[2] https://www.soapboxengage.com/newsletter?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://twitter.com/nowitmatters/status/1361764948775292932
[1] https://www.nonprofitcdm.org/events/event/2?utm_source=ryan-twitter-post&utm_campaign=ncdm-feb-2021-event&utm_medium=twitter
[1] https://www.soapboxengage.com/events/event/776?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://www.soapboxengage.com/events/event/777?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://www.soapboxengage.com/events/event/779?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://www.soapboxengage.com/events/event/781?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general
[1] https://www.soapboxengage.com/blog/1990-fundraising-weekly-february-16-2021?utm_source=twitter-picnet&utm_medium=twitter&utm_campaign=general

Top Domains
Top Domains in Tweet in Entire Graph:
[34] techsoup.org
[17] crmscience.com
[15] youtube.com
[12] voicestorm.com
[12] thenonprofittimes.com
[11] twitter.com
[11] meetup.com
[7] soapboxengage.com
[7] demio.com
[5] linkedin.com

Top Domains in Tweet in G1:
[23] techsoup.org
[11] meetup.com
[10] youtube.com
[3] netsquared.org
[3] youtu.be
[2] org.uk
[1] techsoup.ca

Top Domains in Tweet in G2:
[6] techsoup.org
[2] zoom.us
[2] gofundme.com
[2] associationsnow.com
[2] course.tc
[1] bitcoinmagazine.com
[1] co.uk
[1] giveblck.org
[1] civictech.africa
[1] cic2021.com

Top Domains in Tweet in G3:
[11] thenonprofittimes.com
[4] lnkd.in
[2] nodexlgraphgallery.org
[1] gofundme.com
[1] blackbaud.com
[1] linkedin.com
[1] campaign-archive.com
[1] list-manage.com
[1] twitter.com

Top Domains in Tweet in G4:
[3] medium.com
[3] initlive.com
[2] nonprofitinformation.com
[2] signify.solutions
[2] blogspot.com
[2] dreamscape.solutions
[2] linkedin.com
[2] socialware.be
[2] wizehive.com
[2] tackle.consulting

Top Domains in Tweet in G5:
[16] crmscience.com
[3] fionta.com
[2] linkedin.com
[1] smh.re
[1] trailblazercommunitygroups.com
[1] youtube.com
[1] zoom.us
[1] twitter.com
[1] tractionsm.com
[1] opentent.com

Top Domains in Tweet in G6:
[12] voicestorm.com
[5] wiredimpact.com
[3] techsoup.org
[1] later.com
[1] nptechforgood.com

Top Domains in Tweet in G7:
[3] wpsimplepay.com
[1] youtube.com
[1] amazon.com
[1] headstrong.org
[1] givewp.com

Top Domains in Tweet in G8:
[3] twitter.com
[2] futurephilanthropy.blog
[1] communityit.com
[1] substack.com

Top Domains in Tweet in G10:
[7] soapboxengage.com
[1] twitter.com
[1] nonprofitcdm.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[288] nptech
[96] nonprofit
[58] tech4good
[43] fundraising
[34] nonprofits
[33] ngos
[16] charity
[14] ongs
[14] philanthropy
[12] cdwsocial



Top Hashtags in Tweet in G1:
[52] nptech
[32] tech4good
[18] nonprofit
[5] nonprofits
[4] ai
[3] advertising
[2] net2
[2] houston
[2] adelaide
[2] baltimore

Top Hashtags in Tweet in G2:
[29] nptech
[20] ngos
[13] ongs
[12] nonprofits
[11] nonprofit
[6] tswebinar
[6] equity
[6] black
[6] nonprofitorganizations
[5] itsetup

Top Hashtags in Tweet in G3:
[21] nptech
[17] nonprofit
[15] fundraising
[10] charity
[10] philanthropy
[7] donation
[7] blm
[6] mobile
[5] nonprofits
[4] online

Top Hashtags in Tweet in G4:
[42] nptech
[14] nonprofit
[7] socialimpactbusiness
[7] greentech
[7] startupentrepreneur
[6] tech4good
[5] digitaltransformation
[5] ceomindset
[4] charity
[4] technology

Top Hashtags in Tweet in G5:
[25] nptech
[11] sfdc
[10] crm
[8] trailhead
[8] fintech
[7] salesforce
[7] npsp
[7] trailblazer
[6] medtech
[5] salesforceux

Top Hashtags in Tweet in G6:
[23] nptech
[12] cdwsocial
[6] museumtech
[5] nonprofit
[3] nonprofits
[3] fundraising
[2] volunteering
[1] advertising
[1] tiktok

Top Hashtags in Tweet in G7:
[7] nptech
[1] conservation

Top Hashtags in Tweet in G8:
[9] nonprofit
[8] nptech
[4] philanthropy
[3] nonprofits
[2] covid19
[2] facebooknewsban
[2] tech
[1] cybersecurity
[1] ai
[1] disasterrecovery

Top Hashtags in Tweet in G9:
[8] tech4good
[3] nptech
[2] grants
[1] socent
[1] data
[1] nonprofits

Top Hashtags in Tweet in G10:
[9] nptech
[6] nonprofit
[5] fundraising
[4] soapboxengage
[3] newsletter
[2] nonprofittech
[2] npfundraising
[1] ecommerce
[1] virtualfundraising
[1] raisemoney

Top Words
Top Words in Tweet in Entire Graph:
[288] #nptech
[97] #nonprofit
[84] techsoup
[67] more
[58] #tech4good
[52] netsquared
[48] 2021
[47] join
[44] nonprofit
[43] #fundraising

Top Words in Tweet in G1:
[52] #nptech
[46] techsoup
[35] netsquared
[32] #tech4good
[26] 2021
[18] #nonprofit
[15] trends
[13] virtual
[11] nonprofit
[10] tech

Top Words in Tweet in G2:
[29] #nptech
[26] techsoup
[20] #ngos
[13] #ongs
[12] check
[12] #nonprofit
[12] #nonprofits
[10] netsquared
[10] learn
[9] join

Top Words in Tweet in G3:
[21] #nptech
[17] #nonprofit
[16] nonprofittimes
[15] 2020
[15] million
[15] donations
[15] #fundraising
[11] average
[11] more
[10] #charity

Top Words in Tweet in G4:
[42] #nptech
[14] #nonprofit
[7] more
[7] #socialimpactbusiness
[7] #greentech
[7] #startupentrepreneur
[6] help
[6] #tech4good
[6] volunteer
[5] #digitaltransformation

Top Words in Tweet in G5:
[33] salesforce
[25] #nptech
[20] read
[19] blog
[14] more
[12] crm
[12] crmscience
[11] management
[11] #sfdc
[10] #crm

Top Words in Tweet in G6:
[23] #nptech
[12] #cdwsocial
[10] examples
[10] tools
[9] tech
[9] nonprofitorgs
[8] really
[7] digital
[7] ways
[6] website

Top Words in Tweet in G7:
[7] #nptech
[4] one
[4] re
[3] wpsimplepay
[3] bridgetmwillard
[3] givewp
[3] 12
[3] hours
[3] talk
[3] nonprofit

Top Words in Tweet in G8:
[9] #nonprofit
[9] staff
[9] few
[8] #nptech
[8] reminder
[8] exceptions
[8] twitter
[8] insta
[8] never
[8] share

Top Words in Tweet in G9:
[12] x4impact
[9] nonprofits
[8] #tech4good
[7] solutions
[7] tools
[6] explored
[6] collection
[6] find
[6] insights
[6] need

Top Words in Tweet in G10:
[9] #nptech
[6] webinar
[6] #nonprofit
[5] learn
[5] #fundraising
[4] happy
[4] march
[4] today
[4] #soapboxengage
[4] newsletter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] techsoup,#nptech
[24] #nptech,#tech4good
[14] #nptech,#ngos
[13] #ngos,#ongs
[13] learn,more
[13] trends,2021
[12] best,practices
[11] #nonprofit,#nptech
[11] blog,salesforce
[11] #tech4good,#nptech

Top Word Pairs in Tweet in G1:
[25] techsoup,#nptech
[21] #nptech,#tech4good
[9] trends,2021
[7] #tech4good,trends
[7] feb,25
[6] service,design
[6] techsoup,exygy
[6] exygy,#nptech
[6] tech,trends
[6] online,website

Top Word Pairs in Tweet in G2:
[14] #nptech,#ngos
[12] #ngos,#ongs
[7] 79,year
[7] year,subscription
[6] giveblck's,database
[6] database,created
[6] created,advance
[6] advance,racial
[6] racial,#equity
[6] #equity,giving

Top Word Pairs in Tweet in G3:
[7] average,#donation
[7] #donation,made
[7] made,90
[7] 90,million
[7] million,#blm
[7] #blm,raised
[7] raised,2020
[7] 2020,30
[7] 30,64
[7] 64,gt

Top Word Pairs in Tweet in G4:
[7] #socialimpactbusiness,#greentech
[7] #greentech,#startupentrepreneur
[5] #nonprofit,#nptech
[5] #startupentrepreneur,#ceomindset
[4] #ngos,#npos
[4] #tech4good,#nptech
[4] #nptech,#productivity
[4] #ceomindset,#ceocoach
[4] #ceocoach,#cleantech
[4] #cleantech,#techtalk

Top Word Pairs in Tweet in G5:
[10] blog,salesforce
[9] read,full
[8] full,article
[7] crmscience,blog
[7] crm,science
[6] salesforce,spring
[6] spring,21
[6] 21,release
[6] release,remote
[6] remote,work

Top Word Pairs in Tweet in G6:
[7] #nptech,nonprofitorgs
[6] nonprofitorgs,#cdwsocial
[6] museums,embraced
[6] embraced,digital
[6] digital,experiences
[6] experiences,tech
[6] tech,tools
[6] tools,connect
[6] connect,global
[6] global,audiences

Top Word Pairs in Tweet in G7:
[3] 12,hours
[2] givewp,seaturtleinc
[2] seaturtleinc,innerwebs
[2] innerwebs,thanks
[2] thanks,64k
[2] 64k,12
[2] hours,talk
[2] talk,bit
[2] bit,video
[2] subject,lines

Top Word Pairs in Tweet in G8:
[8] reminder,#nonprofit
[8] #nonprofit,staff
[8] staff,few
[8] few,exceptions
[8] exceptions,twitter
[8] twitter,insta
[8] insta,never
[8] never,share
[8] share,logins
[8] logins,consultants

Top Word Pairs in Tweet in G9:
[6] explored,collection
[6] collection,#tech4good
[6] #tech4good,solutions
[6] solutions,nonprofits
[6] nonprofits,find
[6] find,insights
[6] insights,tools
[6] tools,need
[6] need,amplify
[5] x4impact,explored

Top Word Pairs in Tweet in G10:
[3] happy,march
[3] march,monthly
[3] monthly,#newsletter
[3] sign,#soapboxengage
[3] #soapboxengage,newsletter
[3] soapbox,engage
[3] 3pm,#nptech
[3] free,webinar
[3] #fundraising,#nptech
[2] #newsletter,going

Top Replied-To
Top Replied-To in Entire Graph:
@pardot
@givewp

Top Replied-To in G7:
@givewp

Top Replied-To in G8:
@pardot

Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@netsquared
@nonprofittimes
@crmscience
@nonprofitorgs
@x4impact
@grantstation
@_fionta
@blackbaud
@alicia_baraga

Top Mentioned in G1:
@techsoup
@netsquared
@exygy
@techiesforgood
@ericawoodsgo
@georgeluc
@givepulse
@techsoupcanada
@samrin_aysha
@keeladotco

Top Mentioned in G2:
@techsoup
@netsquared
@grantstation
@giveblck
@dell
@pjmfnd
@codingitforward
@gofundme
@forbesnonprofit
@fftfoodbank

Top Mentioned in G3:
@nonprofittimes
@blackbaud
@fidelitychrtbl
@techsoup
@fwdhumanity
@salhaj
@japamahatma
@netsquared
@mimimama72
@piotr4913

Top Mentioned in G4:
@jelliotttaylor
@signifysolution
@non_profit_info

Top Mentioned in G5:
@crmscience
@_fionta
@sfdopartners
@howardlake
@richardvez
@salesforceorg
@salesforceadmns
@partnerforce
@brctweets
@teamopentent

Top Mentioned in G6:
@nonprofitorgs
@econsultancy
@netsquared
@techsoup
@cocoforster
@tagtechorg
@latermedia
@m365fsa

Top Mentioned in G7:
@wpsimplepay
@bridgetmwillard
@givewp
@seaturtleinc
@innerwebs
@wa
@warrenlnaida
@spacex
@headstrongfnd

Top Mentioned in G8:
@christuttle
@ryanginard

Top Mentioned in G9:
@x4impact
@solarfound
@noorahealth
@childrescueco

Top Mentioned in G10:
@timlockie2000
@nowitmatters
@picnet
@cozimek
@ericawaasdorp
@chromymelaina

Top Tweeters
Top Tweeters in Entire Graph:
@blanketcrap
@viralvideovlogs
@birdwriter7
@kmontenegro
@trendsinai
@milaniolivera
@japamahatma
@eyemagistus
@librariesval
@collectables66

Top Tweeters in G1:
@trendsinai
@salesforce
@agporche
@airbnb
@awatila
@enriccortinhas
@netsquared
@sol
@bradykriss
@sandraeamor

Top Tweeters in G2:
@milaniolivera
@librariesval
@entrepreneur
@education_24x7
@doneladams
@godfrey_g_
@dell
@botblacktech
@govtechnews
@techsoup

Top Tweeters in G3:
@japamahatma
@salhaj
@humanre41270855
@blacknewsportal
@blackbaud
@nonprofittimes
@mhrywna
@mimimama72
@fwdhumanity
@fidelitychrtbl

Top Tweeters in G4:
@meansandrew
@non_profit_info
@vikram_blogs
@idealistconsult
@kjmagee
@resultsplus
@initlive
@signifysolution
@wizehive
@openwisecorp

Top Tweeters in G5:
@appitekbot
@howardlake
@biznewsjobs
@greenpeaceusa
@collinz
@salesforceorg
@ukfundraising
@crmscience
@partnerforce
@brctweets

Top Tweeters in G6:
@econsultancy
@nonprofitorgs
@farra
@latermedia
@wiredimpact
@nerfman55
@gabrieladler
@kurtnorman73
@m365fsa
@kat_cdw

Top Tweeters in G7:
@bridgetmwillard
@mrssambarnard
@givewp
@headstrongfnd
@hansenshaylee
@warrenlnaida
@spacex
@fatdogcreatives
@wa
@innerwebs

Top Tweeters in G8:
@viralvideovlogs
@thenicebrian
@christuttle
@pardot
@midwesttgs
@mo_flow
@ryanginard
@jessmoooore
@jasoncsking
@djdcpa

Top Tweeters in G9:
@birdwriter7
@thewademethod
@artistwhodreams
@stockman1301
@rewyreu
@solarfound
@hrtdoctorsgroup
@childrescueco
@noorahealth
@x4impact

Top Tweeters in G10:
@cozimek
@picnet
@timlockie2000
@ericawaasdorp
@nowitmatters
@chromymelaina