nptech, Twitter, 1/26/2021 4:44:49 PM, 246563


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nptech_2021-01-26_02-17-05.xlsx
nptech_2021-01-26_02-17-05.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 26, 2021
Short Description:
nptech via NodeXL https://bit.ly/2YdCUKQ
@techsoup
@netsquared
@ssireview
@salesforceorg
@nonprofittimes
@missionboxpower
@biztechmagazine
@tagtechorg
@socentlive
@2morrowknight

Top hashtags:
#nptech
#nonprofit
#nonprofits
#ngos
#tech4good
#salesforce
#ai

Description:
Description
The graph represents a network of 297 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, 26 January 2021 at 10:17 UTC.

The requested start date was Tuesday, 26 January 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 10-day, 20-hour, 38-minute period from Tuesday, 12 January 2021 at 02:59 UTC to Friday, 22 January 2021 at 23:38 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 : 297
Unique Edges : 253
Edges With Duplicates : 459
Total Edges : 712
Number of Edge Types : 5
Mentions : 178
MentionsInRetweet : 263
Retweet : 167
Tweet : 98
Replies to : 6
Self-Loops : 104
Reciprocated Vertex Pair Ratio : 0.0778097982708934
Reciprocated Edge Ratio : 0.144385026737968
Connected Components : 50
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 205
Maximum Edges in a Connected Component : 575
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.118045
Graph Density : 0.00425425425425425
Modularity : 0.4429
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 297 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, 26 January 2021 at 10:17 UTC.

The requested start date was Tuesday, 26 January 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 10-day, 20-hour, 38-minute period from Tuesday, 12 January 2021 at 02:59 UTC to Friday, 22 January 2021 at 23:38 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:
[5] https://pardot.crmscience.com/l/840703/2021-01-13/mnft7c
[4] https://techsoupglobal.zoom.us/webinar/register/WN_XWwJo9lHSJuqwRsdBxUUxQ?utm_content=152105154&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://www.meetup.com/LATech4Good/events/275656510/?utm_content=151829132&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[4] https://bigtech.nasscomfoundation.org/eng/node/4473
[3] https://nowitmatters.com/cdm-microsoft-nonprofits-align/
[3] https://www.meetup.com/tech4goodswfl/events/275731086/?utm_content=151828133&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://blog.techsoup.org/posts/top-techsoup-offers-from-2020?utm_campaign=Calendar%20Year-End%202020&utm_content=150636148&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://rhinoventures.asia/technology-trends-for-asia-in-2021
[2] https://netsquared.org/blog/netsquared-north-texas-nonprofit-tech-marketing-trends-2021?utm_content=152054016&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://netsquared.org/blog/netsquared-brisbane-how-build-marketing-machine-georgiafastlane?utm_content=151957580&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G1:
[4] https://www.meetup.com/LATech4Good/events/275656510/?utm_content=151829132&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[3] https://www.meetup.com/tech4goodswfl/events/275731086/?utm_content=151828133&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://netsquared.org/blog/netsquared-brisbane-how-build-marketing-machine-georgiafastlane?utm_content=151957580&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://netsquared.org/blog/netsquared-north-texas-nonprofit-tech-marketing-trends-2021?utm_content=152054016&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://ssir.org/articles/entry/re_humanizing_fundraising_with_artificial_intelligence?utm_content=151244345&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://netsquared.org/blog/net2van-web-traffic-growth-nonprofits?utm_content=151600994&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/top-techsoup-offers-from-2020?utm_campaign=Calendar%20Year-End%202020&utm_content=150636148&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://youtu.be/opvtsdjRQMY?utm_content=151600995&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/the-rise-of-the-data-driven-nonprofit?utm_campaign=NPcovid19&utm_content=151244291&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://blog.techsoup.org/posts/what-your-nonprofit-needs-to-know-about-the-solorigate-cyberattack?utm_content=150634975&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292

Top URLs in Tweet in G2:
[2] https://techsoupglobal.zoom.us/webinar/register/WN_XWwJo9lHSJuqwRsdBxUUxQ?utm_content=152105154&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[2] https://www.techsoup.org/products/amazon-web-services-credits-for-nonprofits-g-50197-?utm_campaign=AWS&utm_content=152017924&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[2] https://rhinoventures.asia/technology-trends-for-asia-in-2021
[2] https://blog.techsoup.org/posts/top-techsoup-offers-from-2020?utm_campaign=Calendar%20Year-End%202020&utm_content=150636148&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://offers.techimpact.org/training/google-analytics?utm_campaign=Google&utm_content=152019882&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://blog.techsoup.org/posts/five-content-trends-for-nonprofits-in-2021?utm_campaign=TechSoupBlog&utm_content=151447762&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://lionlowdown.com/uncategorized/479341/nonprofit-donation-software-market-size-2021-top-companies-trends-growth-factors-details-for-business-development-and-forecast-to-2027/?utm_content=151459620&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] http://forums.techsoup.org/cs/community/f/26/t/47180.aspx?utm_campaign=DonateYourBrain&utm_content=152017923&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://biztechmagazine.com/article/2020/09/how-nonprofits-should-shift-their-strategies-amid-covid-19?utm_campaign=NPcovid19&utm_content=151004049&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992
[1] https://www.youtube.com/playlist?list=PLCSEWOlbcUyIPaNi8yEb9Wp5gFEbIcMrb&utm_campaign=Box&utm_content=151115787&utm_medium=social&utm_source=twitter&hss_channel=tw-9481992


Top URLs in Tweet in G3:
[5] https://pardot.crmscience.com/l/840703/2021-01-13/mnft7c
[2] https://nowitmatters.com/cdm-microsoft-nonprofits-align/
[2] https://pardot.crmscience.com/l/840703/2021-01-12/mnfj6c
[2] https://pardot.crmscience.com/l/840703/2021-01-05/mnblm5
[2] https://pardot.crmscience.com/l/840703/2021-01-15/mngxrp
[2] https://www.crmscience.com/single-post/2019/01/22/What-You-Need-to-Know-About-Lightning-Web-Components
[1] http://r.socialstudio.radian6.com/786dd7d7-f904-4e9f-b9df-fc641bc42a61
[1] https://np.fionta.com/l/550732/2021-01-20/hsctf9/29498
[1] https://pardot.crmscience.com/l/840703/2021-01-05/mnbkrt
[1] https://pardot.crmscience.com/l/840703/2021-01-07/mnbz99

Top URLs in Tweet in G4:
[2] https://npcrowd.com/best-project-management-tools-for-nonprofits/?utm_source=twitter&utm_medium=NPCrowd&utm_campaign=publer
[2] https://thinkso.com/giveabrand
[1] https://www.initlive.com/a-buyers-guide-to-volunteer-management-systems?utm_content=151361574&utm_medium=social&utm_source=twitter&hss_channel=tw-1462402056
[1] https://itsourmission.org/
[1] https://doinggoodagency.com/2021/01/06/raisers-edge-donor-data/
[1] https://wordpress.org/plugins/themeisle-companion/
[1] https://www.nten.org/equity-guide-for-nonprofit-technology/
[1] https://twitter.com/tagtechorg/status/1349780867208646664
[1] https://signify.solutions/blog/the-ultimate-guide-to-nonprofit-social-enterprise-impact-websites
[1] https://www.linkedin.com/slink?code=d-Fm6yJ

Top URLs in Tweet in G5:
[4] https://bigtech.nasscomfoundation.org/eng/node/4473
[2] https://ssir.org/podcasts/entry/tony_martignetti_nonprofit_radio_digital_inclusion_grants
[2] https://bloomerang.co/blog/first-donor-database/
[1] https://unit4.co/9A5ceRGY2H
[1] https://www.thirdsector.co.uk/martyn-drake-why-best-time-change-may-ever/management/article/1704111
[1] https://calendar.google.com/calendar/u/0/embed?src=nptechprojects.org_52op1n5lbaf81jqn6m9eijciqo@group.calendar.google.com&ctz=America/New_York
[1] https://www.forbes.com/sites/forbesnonprofitcouncil/2021/01/06/changes-in-technology-call-for-changes-in-leadership-mindset/?sh=677067bd2174
[1] https://nonprofithub.org/featured/seo-tips-to-index-and-rank-faster/

Top URLs in Tweet in G6:
[2] https://register.gotowebinar.com/register/8778650782025613068
[1] https://www.thenonprofittimes.com/podcast/episode-34-nonprofit-jobs-report/
[1] https://www.thenonprofittimes.com/hr/nonprofits-post-job-losses-for-december/

Top URLs in Tweet in G7:
[1] https://cdw.voicestorm.com/Article/Redirect/a0c5172f-e404-41b3-a167-23e6664f7a2a?uc=23528&g=fcf2bbde-2069-4df7-a92c-e6017ef582fa&f=496751
[1] https://cdw.voicestorm.com/Article/Redirect/febc45ad-c0c6-44a1-8e0c-751befc8e0ab?uc=23528&g=c2da7ab1-b273-4960-bcb1-c85a6cf8fcc3&f=490862
[1] https://cdw.voicestorm.com/Article/Redirect/fd98cc3c-fa90-44d4-8ff0-814213479343?uc=23528&g=b1c4c626-0c4f-439d-9146-6a1240e34b93&f=496512
[1] https://techsoupglobal.zoom.us/webinar/register/WN_XWwJo9lHSJuqwRsdBxUUxQ?utm_content=152105154&utm_medium=social&utm_source=twitter&hss_channel=tw-6186292
[1] https://cdw.voicestorm.com/Article/Redirect/fd98cc3c-fa90-44d4-8ff0-814213479343?uc=24095&g=3bfa5c8a-a06b-43ab-b5fc-05ad6a2618a6&f=495067
[1] https://cdw.voicestorm.com/Article/Redirect/a0c5172f-e404-41b3-a167-23e6664f7a2a?uc=24095&g=16f33622-aef1-4c95-884c-2ccad3aefb65&f=492026
[1] https://cdw.voicestorm.com/Article/Redirect/a0c5172f-e404-41b3-a167-23e6664f7a2a?uc=29478&g=088282c4-ad6b-4fd8-85bf-854f58d92fba&f=494951
[1] https://cdw.voicestorm.com/Article/Redirect/a0c5172f-e404-41b3-a167-23e6664f7a2a?uc=29478&g=96d9384f-d6d1-4270-8eb0-88ef380e553e&f=492343
[1] https://cdw.voicestorm.com/Article/Redirect/febc45ad-c0c6-44a1-8e0c-751befc8e0ab?uc=2283&g=1cf243ce-6ffd-4602-8d65-088f06e70513&f=492782
[1] https://cdw.voicestorm.com/Article/Redirect/a0c5172f-e404-41b3-a167-23e6664f7a2a?uc=17312&g=50ff285c-9b77-49de-a5d0-20158b309e2b&f=492741

Top URLs in Tweet in G8:
[1] https://bigduck.com/insights/alexa-chatbots-and-other-robots-your-nonprofit-shouldnt-ignore/
[1] https://twitter.com/candiddotorg/status/1349136661440065539

Top URLs in Tweet in G9:
[1] https://twitter.com/AbortionFront/status/1349582035480936450

Top URLs in Tweet in G10:
[1] https://twitter.com/RMedia/status/1349880782379245569

Top Domains
Top Domains in Tweet in Entire Graph:
[18] crmscience.com
[16] voicestorm.com
[13] techsoup.org
[13] twitter.com
[9] meetup.com
[9] wiredimpact.com
[8] netsquared.org
[4] zoom.us
[4] unit4.co
[4] nasscomfoundation.org

Top Domains in Tweet in G1:
[7] netsquared.org
[7] meetup.com
[4] techsoup.org
[2] techsoupcanada.ca
[1] ssir.org
[1] youtu.be
[1] zoom.us
[1] nptechprojects.org
[1] twitter.com

Top Domains in Tweet in G2:
[9] techsoup.org
[9] wiredimpact.com
[2] zoom.us
[2] rhinoventures.asia
[1] techimpact.org
[1] lionlowdown.com
[1] biztechmagazine.com
[1] youtube.com
[1] meetup.com
[1] capitalpress.com

Top Domains in Tweet in G3:
[18] crmscience.com
[3] 4agoodcause.com
[2] nowitmatters.com
[1] radian6.com
[1] fionta.com
[1] onetenth.consulting
[1] tractionondemand.com
[1] com.au
[1] demio.com
[1] nten.org

Top Domains in Tweet in G4:
[5] twitter.com
[2] npcrowd.com
[2] linkedin.com
[2] elevationweb.org
[2] thinkso.com
[2] soapboxengage.com
[1] initlive.com
[1] itsourmission.org
[1] doinggoodagency.com
[1] wordpress.org

Top Domains in Tweet in G5:
[4] nasscomfoundation.org
[2] ssir.org
[2] bloomerang.co
[1] unit4.co
[1] co.uk
[1] google.com
[1] forbes.com
[1] nonprofithub.org

Top Domains in Tweet in G6:
[2] gotowebinar.com
[2] thenonprofittimes.com

Top Domains in Tweet in G7:
[14] voicestorm.com
[1] zoom.us

Top Domains in Tweet in G8:
[1] bigduck.com
[1] twitter.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] nptech
[55] nonprofit
[53] nonprofits
[34] ngos
[34] tech4good
[28] salesforce
[27] ai
[26] fundraising
[18] productivity
[17] philanthropy



Top Hashtags in Tweet in G1:
[19] nptech
[11] nonprofit
[11] nonprofits
[6] tech4good
[3] blog
[2] ai
[2] oktaforgood
[2] technology
[2] grant
[2] toronto

Top Hashtags in Tweet in G2:
[37] nptech
[22] nonprofits
[16] nonprofit
[10] ngos
[8] blog
[7] technology
[7] fundraising
[6] tech4good
[5] tech
[4] covid19

Top Hashtags in Tweet in G3:
[30] nptech
[21] salesforce
[14] sfdc
[7] ai
[7] insurtech
[7] fintech
[7] techforgood
[6] crm
[5] nonprofitdreamin
[5] trailhead

Top Hashtags in Tweet in G4:
[32] nptech
[8] nonprofit
[7] nonprofits
[5] fundraising
[4] charity
[4] socialimpactbusiness
[4] csr
[3] advocacy
[3] greentech
[3] startupentrepreneur

Top Hashtags in Tweet in G5:
[28] nptech
[18] ngos
[18] tech4good
[18] productivity
[16] npos
[15] digitalngos
[14] digitaltransformation
[14] remotework
[6] microsoft365
[6] microsoft

Top Hashtags in Tweet in G6:
[7] free
[7] webinar
[6] nonprofit
[6] nptech
[4] charity
[4] philanthropy
[4] socent
[4] freshresearch
[4] podcast
[3] nonprofits

Top Hashtags in Tweet in G7:
[18] nptech
[15] ai
[14] analytics
[14] cdwsocial
[11] fundraising
[3] mobility
[3] virtualevents
[1] nonprofits
[1] covid19
[1] datatools

Top Hashtags in Tweet in G8:
[2] nptech
[1] wordpress
[1] salesforce
[1] happeningnow
[1] ai
[1] nonprofits

Top Hashtags in Tweet in G9:
[3] nptech

Top Hashtags in Tweet in G10:
[4] npcomms
[4] nonprofitjobs
[4] nptech

Top Words
Top Words in Tweet in Entire Graph:
[224] #nptech
[55] #nonprofit
[53] #nonprofits
[47] 2021
[43] techsoup
[42] join
[42] more
[42] salesforce
[40] learn
[37] webinar

Top Words in Tweet in G1:
[23] netsquared
[19] #nptech
[18] techsoup
[11] #nonprofit
[11] #nonprofits
[9] 2021
[9] hosted
[9] feb
[8] tech
[8] net2van

Top Words in Tweet in G2:
[37] #nptech
[24] techsoup
[23] learn
[22] more
[22] #nonprofits
[16] #nonprofit
[12] check
[11] 2021
[10] #ngos
[10] read

Top Words in Tweet in G3:
[30] #nptech
[30] salesforce
[28] webinar
[27] crmscience
[21] #salesforce
[21] crm
[21] science
[20] join
[18] vaccine
[18] management

Top Words in Tweet in G4:
[32] #nptech
[8] help
[8] #nonprofit
[7] #nonprofits
[6] free
[5] management
[5] next
[5] learn
[5] #fundraising
[5] webinar

Top Words in Tweet in G5:
[28] #nptech
[18] #ngos
[18] #tech4good
[18] #productivity
[16] #npos
[15] #digitalngos
[14] #digitaltransformation
[14] #remotework
[6] #microsoft365
[6] #microsoft

Top Words in Tweet in G6:
[15] nonprofittimes
[10] 2morrowknight
[10] awesome
[10] entrepreneur
[10] jasmine
[10] crowe
[10] created
[10] great
[10] app
[10] helps

Top Words in Tweet in G7:
[19] top
[18] #nptech
[18] trends
[18] 2021
[15] #ai
[15] list
[14] #analytics
[14] biztechmagazine
[14] #cdwsocial
[11] mobile

Top Words in Tweet in G8:
[4] alexa
[4] siri
[4] chatbots
[4] robots
[4] part
[4] oureveryday
[4] lives
[4] organization
[4] reconsidering
[4] way

Top Words in Tweet in G9:
[3] hey
[3] #nptech
[3] friends
[3] org
[3] using
[3] teespring
[3] sell
[3] gear
[3] fundraisers
[3] please

Top Words in Tweet in G10:
[4] year
[4] job
[4] rmedia
[4] re
[4] hiring
[4] seattle
[4] based
[4] program
[4] coordinator
[4] #npcomms

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[23] #tech4good,#nptech
[21] crm,science
[18] #nptech,#productivity
[18] webinar,vaccine
[18] vaccine,management
[18] management,salesforce
[18] salesforce,join
[18] join,salesforceorg
[18] salesforceorg,crm
[16] #ngos,#npos

Top Word Pairs in Tweet in G1:
[8] techsoup,#nptech
[8] growth,#nonprofits
[7] net2van,web
[7] web,traffic
[7] traffic,growth
[7] #nonprofits,featuring
[7] featuring,incomparable
[7] incomparable,alisonk_consult
[7] karen,graham
[5] netsquared,feb

Top Word Pairs in Tweet in G2:
[8] learn,more
[8] microsoft,plans
[8] plans,commit
[8] commit,another
[8] another,60
[8] 60,million
[8] million,local
[8] local,#nonprofits
[8] #nonprofits,between
[8] between,next

Top Word Pairs in Tweet in G3:
[21] crm,science
[18] webinar,vaccine
[18] vaccine,management
[18] management,salesforce
[18] salesforce,join
[18] join,salesforceorg
[18] salesforceorg,crm
[13] upcoming,webinar
[13] science,thursday
[13] 21,12

Top Word Pairs in Tweet in G4:
[3] #socialimpactbusiness,#greentech
[3] #greentech,#startupentrepreneur
[3] #startupentrepreneur,#ceomindset
[3] free,webinar
[3] learn,more
[3] #fundraising,#nptech
[2] volunteer,management
[2] management,system
[2] great,#nptech
[2] #nptech,#nonprofit

Top Word Pairs in Tweet in G5:
[18] #nptech,#productivity
[16] #ngos,#npos
[16] #tech4good,#nptech
[13] #npos,#digitalngos
[13] #digitalngos,#tech4good
[8] #productivity,#digitaltransformation
[8] #digitaltransformation,#remotework
[6] #remotework,#microsoft365
[6] #microsoft365,#microsoft
[6] #productivity,#remotework

Top Word Pairs in Tweet in G6:
[10] awesome,entrepreneur
[10] entrepreneur,jasmine
[10] jasmine,crowe
[10] crowe,created
[10] created,great
[10] great,app
[10] app,helps
[10] helps,restaurants
[10] restaurants,give
[10] give,leftover

Top Word Pairs in Tweet in G7:
[14] #analytics,#ai
[14] #nptech,trends
[11] mobile,#fundraising
[11] #fundraising,#analytics
[11] #ai,top
[11] top,list
[11] list,#nptech
[11] trends,watch
[11] watch,2021
[11] 2021,others

Top Word Pairs in Tweet in G8:
[4] alexa,siri
[4] siri,chatbots
[4] chatbots,robots
[4] robots,part
[4] part,oureveryday
[4] oureveryday,lives
[4] lives,organization
[4] organization,reconsidering
[4] reconsidering,way
[4] way,uses

Top Word Pairs in Tweet in G9:
[3] hey,#nptech
[3] #nptech,friends
[3] friends,org
[3] org,using
[3] using,teespring
[3] teespring,sell
[3] sell,gear
[3] gear,fundraisers
[3] fundraisers,please
[3] please,use

Top Word Pairs in Tweet in G10:
[4] year,job
[4] job,rmedia
[4] rmedia,re
[4] re,hiring
[4] hiring,seattle
[4] seattle,based
[4] based,program
[4] program,coordinator
[4] coordinator,#npcomms
[4] #npcomms,#nonprofitjobs

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@techsoup
@crmscience
@netsquared
@salesforceorg
@biztechmagazine
@nonprofittimes
@2morrowknight
@net2van
@microsoft
@tech_impact

Top Mentioned in G1:
@techsoup
@netsquared
@net2van
@alisonk_consult
@tech_impact
@latech4good
@t4gswfl
@techsoupcanada
@karentgraham

Top Mentioned in G2:
@techsoup
@netsquared
@microsoft
@box
@nasa
@google
@kbierce
@vmwarefusion
@vmw_workstation

Top Mentioned in G3:
@crmscience
@salesforceorg
@sfdopartners
@ntenorg
@_fionta
@experiencecloud
@mailchimp
@scott_vs
@nowitmatters
@tractionsm

Top Mentioned in G4:
@jelliotttaylor
@signifysolution

Top Mentioned in G5:
@nasscomfdn
@big_tech
@ssireview
@missionboxpower
@tonymartignetti
@bloomerangtech
@ccotters
@thirdsector
@forbesnonprofit
@nphub

Top Mentioned in G6:
@nonprofittimes
@2morrowknight
@freenptech

Top Mentioned in G7:
@biztechmagazine
@techsoup
@kurtnorman73
@biz
@kingpin925
@bizte
@netsquared
@chr

Top Mentioned in G8:
@bigduck
@kanter
@afine
@ntenorg
@bigducksarah
@stevenshattuck
@alicehendricks
@candiddotorg

Top Mentioned in G9:
@teespring
@brctweets
@cherfeldman
@salesforce
@bonfire
@customink
@thinkinkd

Top Mentioned in G10:
@rmedia
@dcmarla

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@nytimes
@artificialbra1n
@scalarhumanity
@socentlive
@microsoftrtweet
@janemccourt1
@2morrowknight
@healthpolicygrp
@google

Top Tweeters in G1:
@artificialbra1n
@bph
@savethechildren
@netsquared
@alisonk_consult
@tech_impact
@net
@techsoupcanada
@sandraeamor
@csito

Top Tweeters in G2:
@nytimes
@google
@the404code
@lowellsunnews
@nasa
@vmware
@awatila
@awscloud
@techsoup
@nonprofitorgs

Top Tweeters in G3:
@appitekbot
@education_24x7
@mailchimp
@news_nocode
@venikunche
@ntenorg
@salesforceorg
@mantame1
@andrew_sf
@lowcodebot

Top Tweeters in G4:
@cozimek
@smartnonprofit
@askdesign2
@joshuatallman
@initlive
@ahjcloud
@thinksocreative
@cjenmm
@actuallylph
@iamchiriboga

Top Tweeters in G5:
@chidambara09
@microsoftrtweet
@stephenanfield
@tonymartignetti
@thirdsector
@socialtmantra
@christuttle
@bloomerangtech
@nphub
@ssireview

Top Tweeters in G6:
@socentlive
@janemccourt1
@2morrowknight
@gonzalolarenas
@gaiapluto
@reveldes_vdv
@ianmadair
@traitpro
@jackywrites
@harmonyusinc

Top Tweeters in G7:
@cdw_jessica
@pyscalellc
@seetalabs
@biztechmagazine
@biz
@nerfman55
@gabrieladler
@kurtnorman73
@jhues789
@m365fsa

Top Tweeters in G8:
@candiddotorg
@kanter
@anandaleeke
@stevenshattuck
@karyncooks
@afine
@bigduck
@bigducksarah
@swellfunds
@alicehendricks

Top Tweeters in G9:
@salesforce
@cherfeldman
@teespring
@customink
@brctweets
@bonfire
@karen_fitton
@penelopegatlin
@thinkinkd

Top Tweeters in G10:
@dcmarla
@sharonzjewelry
@rmedia
@teresaguillien
@briannaswartz


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