nptech, Twitter, 2/23/2021 1:36:11 PM, 249442


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nptech_2021-02-23_02-17-05.xlsx
nptech_2021-02-23_02-17-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
nptech via NodeXL https://bit.ly/3slDmDW
@netsquared
@techsoup
@amyrsward
@techsoupcanada
@gofundme
@salesforceorg
@midwesttgs
@christuttle
@sftech4good
@nonprofittimes

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

Description:
Description
The graph represents a network of 317 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, 23 February 2021 at 10:17 UTC.

The requested start date was Tuesday, 23 February 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, 50-minute period from Tuesday, 09 February 2021 at 01:40 UTC to Tuesday, 23 February 2021 at 00:30 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 : 317
Unique Edges : 230
Edges With Duplicates : 566
Total Edges : 796
Number of Edge Types : 5
Mentions : 256
Retweet : 171
MentionsInRetweet : 239
Tweet : 124
Replies to : 6
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.072463768115942
Reciprocated Edge Ratio : 0.135135135135135
Connected Components : 48
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 204
Maximum Edges in a Connected Component : 593
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.837061
Graph Density : 0.00369364692728507
Modularity : 0.403751
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 317 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, 23 February 2021 at 10:17 UTC.

The requested start date was Tuesday, 23 February 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, 50-minute period from Tuesday, 09 February 2021 at 01:40 UTC to Tuesday, 23 February 2021 at 00:30 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:
[9] https://www.goodtechfest.com
[5] https://my.demio.com/ref/M0Sy8fx1FCKXgk63
[5] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/#/
[4] https://pardot.crmscience.com/l/840703/2021-02-03/mpkq2d
[4] https://www.thenonprofittimes.com/technology/gofundme-charity-being-shut-down/
[4] https://help.actionnetwork.org/hc/en-us/articles/360018825232
[3] https://pardot.crmscience.com/l/840703/2021-02-22/mpvgf8
[3] https://4agoodcause.com/how-to-choose-the-right-payment-processor/?platform=hootsuite
[3] https://www.meetup.com/NetSquared-Barcelona/events/276227218/?utm_content=153987487&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

Top URLs in Tweet in G1:
[3] https://www.meetup.com/NetSquared-Paris/events/275537312/?utm_content=154563173&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://www.meetup.com/NetSquared-Barcelona/events/276227218/?utm_content=153987487&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://www.meetup.com/netsquared-central-florida-technology-for-nonprofits/events/276087054/?utm_content=153063213&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://youtu.be/IJOCqb57wQ8?utm_content=153169437&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://youtu.be/opvtsdjRQMY?utm_content=151600996&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://www.techsoupcanada.ca/en/community/blog/the-nonprofit%E2%80%99s-guide-to-online-safety-protecting-your-passwords?utm_content=152107098&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=152715810&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/4-nonprofit-website-trends-for-2021?utm_content=153022758&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G2:
[2] https://www.meetup.com/LATech4Good/events/275656510/?utm_content=151829133&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://pardot.crmscience.com/l/840703/2021-02-22/mpvgf8
[1] https://page.techsoup.org/grantstation-feb-2021?utm_campaign=GrantStation&utm_content=154783056&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.pinterest.com/caravan_studios/misinformation-tech/?utm_campaign=Common%20Cause%20-%20Voter%20Disinfo&utm_content=153432336&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/techsoup-fundraising-offers-for-your-nonprofit?utm_campaign=TechSoupBlog&utm_content=153774231&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.eventbrite.ca/e/what-is-grnds-webinar-feb-16-2021-tickets-135703744553?utm_content=153545828&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] http://forums.techsoup.org/cs/community/f/111/t/47273.aspx?utm_campaign=DonateYourBrain&utm_content=153889128&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.donorperfect.com/nonprofit-technology-blog/nonprofit-news/covid-19-resources/11-ways-donorperfect-can-help-you-work-from-home/?utm_campaign=DonorPerfect&utm_content=154161571&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.youtube.com/watch?v=pEs5poNGIUQ&utm_campaign=Video%20Content%20for%20Social&utm_content=154161573&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

Top URLs in Tweet in G3:
[2] https://nonprofitinformation.com/capital-campaign-websites-must-haves/
[2] https://nonprofitinformation.com/5-ways-nonprofits-can-drive-value-email-channel/
[1] https://www.causevox.com/blog/intensive-data-analysis/
[1] https://www.nytimes.com/2021/02/10/technology/facebook-reduces-politics-feeds.html?action=click&module=Latest&pgtype=Homepage
[1] https://offers.techimpact.org/training/cyber-security?utm_campaign=Idealware
[1] Integration&utm_content=153891043&utm_medium=social&utm_source=twitter&hss_channel=tw-858196730
[1] https://t.ly/RMxp
[1] https://medium.com/creators-hub/tips-on-finding-great-images-for-free-59e358e638a8
[1] https://go.idealistconsulting.com/l/276872/2021-02-16/h2b2n/29041
[1] https://communityit.com/2021-nonprofit-cybersecurity-incident-download/

Top URLs in Tweet in G4:
[4] https://pardot.crmscience.com/l/840703/2021-02-03/mpkq2d
[2] https://pardot.crmscience.com/l/840703/2021-02-22/mpvgf8
[2] https://www.linkedin.com/slink?code=gbSsnqX
[2] https://pardot.crmscience.com/l/840703/2021-01-11/mnd7h3
[2] https://pardot.crmscience.com/l/840703/2021-02-16/mpr1j8
[2] https://teamheller.com/resources/blog/the-story-of-microsofts-commitment-to-the-nonprofit-sector
[1] https://pardot.crmscience.com/l/840703/2021-01-15/mngxrp
[1] https://www.crmscience.com/single-post/2019/01/22/What-You-Need-to-Know-About-Lightning-Web-Components
[1] https://pardot.crmscience.com/l/840703/2021-01-08/mnc8hf
[1] https://pardot.crmscience.com/l/840703/2021-01-08/mnc8lt

Top URLs in Tweet in G5:
[9] https://www.goodtechfest.com
[1] https://www.goodtechfest.com/home
[1] https://twitter.com/idealistconsult/status/1361752815450882049
[1] https://twitter.com/meansandrew/status/1358763891329794048
[1] https://futurephilanthropy.substack.com/
[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://twitter.com/causesellinged/status/1359549081203453956

Top URLs in Tweet in G6:
[3] https://www.thenonprofittimes.com/technology/gofundme-charity-being-shut-down/
[2] https://www.thenonprofittimes.com/report/blackbaud-data-large-npos-did-ok-small-took-it-on-the-chin/
[2] https://gofundme.com/
[2] https://www.thenonprofittimes.com/podcast/episode-35-2020-donor-advised-fund-report/
[1] https://lnkd.in/gyfGYCD
[1] https://hello.blackbaud.com/NP-2021-02-24-WB-RethinkChange-12749_RegistrationLP.html
[1] https://www.linkedin.com/slink?code=eNGVPij
[1] https://twitter.com/FwdHumanity/status/1357104059946135553
[1] https://www.thenonprofittimes.com/marketing/fewer-than-50-of-nonprofits-have-a-digital-marketing-strategy/
[1] https://www.thenonprofittimes.com/hr/inexperienced-staff-no-written-policy-hurts-npo-digital-strategy/

Top URLs in Tweet in G7:
[1] https://zoom.us/webinar/register/5016027018910/WN_phua2dIGRdmsXU6eKZJA8g
[1] https://twitter.com/_fionta/status/1361752880470974465
[1] https://np.fionta.com/l/550732/2021-02-16/j1vyhl/30187
[1] https://np.fionta.com/l/550732/2021-02-16/j1w3jg/30065
[1] https://www.opentent.com/accelerator
[1] https://np.fionta.com/reasons-to-migrate-from-raisers-edge-to-salesforce/
[1] http://go.provisiopartners.com/l/869501/2021-02-10/71vgl8/39177
[1] https://info.tractionsm.com/np-fundraising-feb2021?utm_campaign=MM+NFP+Webinar&utm_medium=External&utm_source=Referral+-+Salesforce
[1] https://www.youtube.com/channel/UC8kDDLRZzDdOBS24al99Kag/playlists
[1] https://trailblazercommunitygroups.com/events/details/salesforce-salesforce-nonprofit-user-group-bellingham-united-states-presents-bellingham-nonprofit-admin-virtual-meet-up-6/

Top URLs in Tweet in G9:
[5] https://events.techsoup.org/events/details/techsoup-techsoup-presents-5-tech4good-trends-for-nonprofits-in-2021/#/
[1] https://twitter.com/nptechdata/status/1359149986123046912
[1] https://nptechprojects.org/podcast/

Top URLs in Tweet in G10:
[2] https://wiredimpact.com/guide/donor-flow-optimizer/?utm_content=bufferefc77&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[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/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=23528&g=2df2d43f-2c3b-4d5f-978f-ec4caa164dfb&f=513474
[1] https://cdw.voicestorm.com/Article/Redirect/d75b9ef1-e18b-40f2-b902-f5fc5edd2c58?uc=23528&g=f5e3f757-5231-4a4e-8623-a66d3f174a24&f=511854
[1] https://cdw.voicestorm.com/Article/Redirect/5cec9a49-d4aa-45b1-85c6-93a9f75726d3?uc=24095&g=bacb785a-81c3-4b4c-9857-946179152bfe&f=512592
[1] https://cdw.voicestorm.com/Article/Redirect/d75b9ef1-e18b-40f2-b902-f5fc5edd2c58?uc=24095&g=96fdf966-3a91-4ac0-bc19-d906950d920a&f=507827
[1] https://cdw.voicestorm.com/Article/Redirect/d75b9ef1-e18b-40f2-b902-f5fc5edd2c58?uc=1849&g=829250bc-0069-4efe-ab0c-d07c7344de7b&f=510715
[1] https://cdw.voicestorm.com/Article/Redirect/5cec9a49-d4aa-45b1-85c6-93a9f75726d3?uc=17312&g=ddb1557f-3a6b-48af-9b99-22b5e1181c7a&f=510033
[1] https://cdw.voicestorm.com/Article/Redirect/d75b9ef1-e18b-40f2-b902-f5fc5edd2c58?uc=17312&g=e5322e27-6f81-4601-82a2-fbc7054524b8&f=507366

Top Domains
Top Domains in Tweet in Entire Graph:
[28] techsoup.org
[18] crmscience.com
[17] meetup.com
[14] thenonprofittimes.com
[13] voicestorm.com
[10] goodtechfest.com
[10] youtube.com
[10] twitter.com
[5] linkedin.com
[5] demio.com

Top Domains in Tweet in G1:
[17] techsoup.org
[15] meetup.com
[5] youtube.com
[4] youtu.be
[2] org.uk
[2] netsquared.org
[1] techsoupcanada.ca
[1] goonjan.com

Top Domains in Tweet in G2:
[6] techsoup.org
[2] meetup.com
[2] zoom.us
[1] crmscience.com
[1] pinterest.com
[1] eventbrite.ca
[1] donorperfect.com
[1] youtube.com
[1] civictech.africa
[1] giveblck.org

Top Domains in Tweet in G3:
[4] nonprofitinformation.com
[3] initlive.com
[2] medium.com
[2] blogspot.com
[2] signify.solutions
[1] causevox.com
[1] nytimes.com
[1] techimpact.org
[1] t.ly
[1] idealistconsulting.com

Top Domains in Tweet in G4:
[17] crmscience.com
[3] linkedin.com
[2] teamheller.com
[1] org.uk
[1] co.uk
[1] stripe.com

Top Domains in Tweet in G5:
[10] goodtechfest.com
[4] twitter.com
[2] substack.com
[1] communityit.com
[1] futurephilanthropy.blog

Top Domains in Tweet in G6:
[12] thenonprofittimes.com
[2] gofundme.com
[1] lnkd.in
[1] blackbaud.com
[1] linkedin.com
[1] twitter.com

Top Domains in Tweet in G7:
[3] fionta.com
[1] zoom.us
[1] twitter.com
[1] opentent.com
[1] provisiopartners.com
[1] tractionsm.com
[1] youtube.com
[1] trailblazercommunitygroups.com

Top Domains in Tweet in G9:
[5] techsoup.org
[1] twitter.com
[1] nptechprojects.org

Top Domains in Tweet in G10:
[13] voicestorm.com
[5] wiredimpact.com
[1] nptechforgood.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[286] nptech
[92] nonprofit
[48] nonprofits
[39] tech4good
[36] fundraising
[21] ngos
[21] charity
[16] philanthropy
[13] cdwsocial
[12] npdata



Top Hashtags in Tweet in G1:
[44] nptech
[17] tech4good
[15] nonprofit
[11] nonprofits
[5] tech4all
[4] goonjan
[4] ngos
[3] advertising
[2] florida
[2] ong

Top Hashtags in Tweet in G2:
[25] nptech
[15] nonprofit
[12] ngos
[8] nonprofits
[7] ongs
[5] techsoup
[5] fundraising
[5] equity
[5] black
[5] nonprofitorganizations

Top Hashtags in Tweet in G3:
[37] nptech
[14] nonprofit
[8] socialimpactbusiness
[8] greentech
[7] tech4good
[7] startupentrepreneur
[5] digitaltransformation
[5] ngos
[5] npos
[5] digitalngos

Top Hashtags in Tweet in G4:
[23] nptech
[12] sfdc
[10] crm
[9] fintech
[7] trailblazer
[7] trailhead
[5] salesforce
[5] insurtech
[4] api
[4] salesforcerelease

Top Hashtags in Tweet in G5:
[20] nptech
[10] dataforgood
[10] impactdata
[10] dogooddata
[10] npdata
[8] goodtechfest
[8] nonprofit
[6] datascience
[6] philanthropy
[4] datacollection

Top Hashtags in Tweet in G6:
[18] nonprofit
[15] nptech
[13] charity
[11] fundraising
[8] philanthropy
[8] mobile
[7] socialmedia
[7] nonprofits
[4] giving
[4] cryptocurrency

Top Hashtags in Tweet in G7:
[10] nptech
[3] npsp
[3] salesforce
[2] nonprofit
[2] donationmanagement
[2] crm
[1] fundraising
[1] datasecurity
[1] raisersedge
[1] blackbaud

Top Hashtags in Tweet in G8:
[12] tech4good
[6] grants
[4] nptech
[2] incomeinequality
[2] raceinequality
[2] gender
[1] socent
[1] data
[1] nonprofits

Top Hashtags in Tweet in G9:
[14] nptech
[2] civictech
[2] africa
[1] tech4good
[1] nonprofits
[1] ai

Top Hashtags in Tweet in G10:
[30] nptech
[13] cdwsocial
[12] nonprofits
[5] nonprofit
[4] fundraising
[2] volunteering
[1] advertising

Top Words
Top Words in Tweet in Entire Graph:
[286] #nptech
[92] #nonprofit
[69] techsoup
[65] more
[56] join
[52] nonprofit
[48] learn
[48] #nonprofits
[43] 2021
[42] netsquared

Top Words in Tweet in G1:
[44] #nptech
[39] techsoup
[24] netsquared
[23] 2021
[17] #tech4good
[15] #nonprofit
[11] #nonprofits
[9] virtual
[9] 00
[8] web

Top Words in Tweet in G2:
[25] #nptech
[22] techsoup
[15] #nonprofit
[14] netsquared
[12] #ngos
[12] check
[10] help
[9] join
[8] #nonprofits
[7] feb

Top Words in Tweet in G3:
[37] #nptech
[14] #nonprofit
[10] more
[8] #socialimpactbusiness
[8] #greentech
[7] #tech4good
[7] #startupentrepreneur
[5] #digitaltransformation
[5] volunteer
[5] #ngos

Top Words in Tweet in G4:
[28] salesforce
[23] #nptech
[14] crmscience
[14] read
[12] blog
[12] #sfdc
[10] #crm
[9] more
[9] #fintech
[8] step

Top Words in Tweet in G5:
[20] #nptech
[12] register
[10] #dataforgood
[10] #impactdata
[10] #dogooddata
[10] #npdata
[9] event
[9] learn
[8] #goodtechfest
[8] #nonprofit

Top Words in Tweet in G6:
[18] #nonprofit
[15] #nptech
[15] nonprofittimes
[13] #charity
[11] more
[11] #fundraising
[8] donations
[8] million
[8] #philanthropy
[8] #mobile

Top Words in Tweet in G7:
[12] nonprofit
[10] #nptech
[6] join
[5] salesforce
[4] management
[4] sfdopartners
[4] reasons
[4] migrate
[4] learn
[4] check

Top Words in Tweet in G8:
[20] x4impact
[12] #tech4good
[10] nonprofits
[8] solutions
[7] find
[7] tools
[7] challenges
[6] explored
[6] collection
[6] insights

Top Words in Tweet in G9:
[15] 00
[14] #nptech
[13] speakers
[10] 17
[8] nonprofits
[8] techtrends
[7] bph
[7] techsoup
[6] 2021
[6] impact

Top Words in Tweet in G10:
[30] #nptech
[15] nonprofitorgs
[13] #cdwsocial
[12] #nonprofits
[11] fundraising
[11] boost
[10] never
[10] simple
[10] great
[10] tools

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[22] techsoup,#nptech
[16] best,practices
[15] social,media
[14] #nptech,#tech4good
[14] #nptech,nonprofitorgs
[13] nonprofitorgs,#cdwsocial
[12] speakers,techtrends
[11] february,17
[11] #nptech,#nptech
[11] 2pm,join

Top Word Pairs in Tweet in G1:
[21] techsoup,#nptech
[13] #nptech,#tech4good
[6] 2021,02
[5] february,17
[5] cómo,aplicar
[5] aplicar,guía
[5] guía,cookies
[5] cookies,web
[5] web,ong
[5] ong,wordpress

Top Word Pairs in Tweet in G2:
[6] #nptech,#ngos
[6] #ngos,#ongs
[5] help,#nonprofit
[5] giveblck's,database
[5] database,created
[5] created,advance
[5] advance,racial
[5] racial,#equity
[5] #equity,giving
[5] giving,elevate

Top Word Pairs in Tweet in G3:
[8] #socialimpactbusiness,#greentech
[7] #greentech,#startupentrepreneur
[6] #tech4good,#nptech
[5] #ngos,#npos
[5] #npos,#digitalngos
[5] #digitalngos,#tech4good
[5] #nptech,#productivity
[5] #startupentrepreneur,#ceomindset
[4] #nonprofit,#nptech
[4] volunteer,management

Top Word Pairs in Tweet in G4:
[8] blog,salesforce
[8] remote,work
[7] read,full
[6] salesforce,spring
[6] spring,21
[6] 21,release
[6] release,remote
[6] work,features
[6] features,more
[6] full,article

Top Word Pairs in Tweet in G5:
[10] #dataforgood,#impactdata
[10] #impactdata,#dogooddata
[10] #dogooddata,#nptech
[10] #nptech,#npdata
[7] reminder,#nonprofit
[7] #nonprofit,staff
[7] staff,few
[7] few,exceptions
[7] exceptions,twitter
[7] twitter,insta

Top Word Pairs in Tweet in G6:
[4] nonprofittimes,icymi
[4] #socialmedia,platform
[4] platform,use
[4] use,vary
[4] vary,#nonprofit
[4] #nonprofit,those
[4] those,more
[4] more,professional
[4] professional,bent
[4] bent,prefer

Top Word Pairs in Tweet in G7:
[3] check,_fionta's
[3] _fionta's,reasons
[3] reasons,migrate
[3] migrate,raiser
[3] raiser,edge
[3] edge,salesforce
[3] salesforce,#1
[3] #1,unparalleled
[3] unparalleled,data
[3] data,security

Top Word Pairs in Tweet in G8:
[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
[6] subscribe,weekly

Top Word Pairs in Tweet in G9:
[8] speakers,techtrends
[6] #nptech,nonprofits
[6] bph,#nptech
[5] samrin_aysha,keeladotco
[5] techtrends,nonprofit
[5] nonprofit,2012
[5] 2012,event
[5] event,techsoup
[5] techsoup,register
[5] register,february

Top Word Pairs in Tweet in G10:
[14] #nptech,nonprofitorgs
[13] nonprofitorgs,#cdwsocial
[10] fundraising,never
[10] never,simple
[10] simple,#nonprofits
[10] #nonprofits,great
[10] great,tools
[10] tools,boost
[10] boost,efforts
[10] efforts,#nptech

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@netsquared
@crmscience
@nonprofitorgs
@nonprofittimes
@x4impact
@ladyblessing1
@bph
@samrin_aysha
@keeladotco

Top Mentioned in G1:
@techsoup
@netsquared
@net2van
@net2bcn
@maxdvrs
@ericawoodsgo
@alisonk_consult
@arethasimons35
@techsoupeurope

Top Mentioned in G2:
@techsoup
@netsquared
@giveblck
@donorperfect
@pjmfnd
@grantstation
@fftfoodbank
@caravanstudios
@pinterest
@ladyblessing1

Top Mentioned in G3:
@jelliotttaylor
@non_profit_info
@signifysolution

Top Mentioned in G4:
@crmscience
@salesforceadmns
@partnerforce
@watthamlett
@_fionta
@katieliza_
@keithheller
@teamheller
@sfdopartners
@cfgtweets

Top Mentioned in G5:
@christuttle
@meansandrew
@fourthlettr
@emilyriederer
@natuniv
@ryanginard
@da4sg

Top Mentioned in G6:
@nonprofittimes
@blackbaud
@fidelitychrtbl
@gofundmecharity
@gofundme
@richstonefamily
@fwdhumanity
@christuttle

Top Mentioned in G7:
@sfdopartners
@salesforceorg
@_fionta
@brctweets
@teamopentent
@provisio_sfdo
@computerhistory
@greenpeaceusa
@tractionsm
@basaunders929

Top Mentioned in G8:
@x4impact
@solarfound
@noorahealth
@childrescueco

Top Mentioned in G9:
@bph
@techsoup
@samrin_aysha
@keeladotco
@ladyblessing1
@netsquared
@skvare
@c

Top Mentioned in G10:
@nonprofitorgs
@netsquared
@techsoup
@m365fsa
@wiredimpact

Top Tweeters
Top Tweeters in Entire Graph:
@john_siracusa
@reuters
@birdwriter7
@kmontenegro
@milaniolivera
@usatoday
@fabriciosx
@eyemagistus
@microsoftrtweet
@thewademethod

Top Tweeters in G1:
@salesforce
@agporche
@airbnb
@awatila
@enriccortinhas
@zoom_us
@netsquared
@alisonk_consult
@sol
@mickmel

Top Tweeters in G2:
@milaniolivera
@entrepreneur
@education_24x7
@codeforpdx
@godfrey_g_
@dell
@botblacktech
@accessnow
@techsoup
@madidi

Top Tweeters in G3:
@tonymartignetti
@non_profit_info
@tech_impact
@causevox
@vikram_blogs
@idealistconsult
@nasscomfdn
@joshuatallman
@resultsplus
@initlive

Top Tweeters in G4:
@microsoftrtweet
@appitekbot
@pyscalellc
@biznewsjobs
@stripe
@microsoft
@lowcodebot
@cfgtweets
@crmscience
@partnerforce

Top Tweeters in G5:
@fabriciosx
@thenicebrian
@christuttle
@pardot
@charlestlee
@natuniv
@meansandrew
@mo_flow
@public_profit
@ryanginard

Top Tweeters in G6:
@blacknewsportal
@larrymathieson
@gofundmecharity
@blackbaud
@midwesttgs
@nonprofittimes
@fwdhumanity
@gofundme
@fidelitychrtbl
@mpellet771

Top Tweeters in G7:
@greenpeaceusa
@collinz
@salesforceorg
@andreatarrell
@brctweets
@computerhistory
@charisevl
@_fionta
@tractionsm
@sfdopartners

Top Tweeters in G8:
@john_siracusa
@birdwriter7
@thewademethod
@socentlive
@doneladams
@artistwhodreams
@stockman1301
@michemachedecor
@rewyreu
@solarfound

Top Tweeters in G9:
@bph
@blacksheepants
@penniesthecat
@askdesign2
@jon_bossenger
@natlnonprofits
@civictechafrica
@c
@keeladotco
@nptechdata

Top Tweeters in G10:
@nonprofitorgs
@wiredimpact
@kenwardcdw
@nerfman55
@gabrieladler
@jonmyalls
@kurtnorman73
@m365fsa
@gopostmatic
@kat_cdw