(Unemployment OR Workforce) Nonprofit, Twitter, 5/21/2020 3:45:00 PM, 227018


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(Unemployment OR Workforce) Nonprofit Twitter NodeXL SNA Map and Report for Wednesday, 20 May 2020 a
(Unemployment OR Workforce) Nonprofit Twitter NodeXL SNA Map and Report for Wednesday, 20 May 2020 a
From:
marc_smith
Uploaded on:
May 21, 2020
Short Description:
(Unemployment OR Workforce) Nonprofit via NodeXL https://bit.ly/3ga4Ve3
@brianschatz
@amyklobuchar
@ronwyden
@sherrodbrown
@carliewaibel
@senamyklobuchar
@egeogh
@cynthiamn5
@tercell98
@fraudoktor11

Top hashtags:
#nonprofit
#ab5
#unemployment
#covid19

Description:
Description
The graph represents a network of 529 Twitter users whose recent tweets contained "(Unemployment OR Workforce) Nonprofit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 20 May 2020 at 01:26 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 17-minute period from Monday, 11 May 2020 at 14:43 UTC to Wednesday, 20 May 2020 at 01:01 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 : 529
Unique Edges : 1234
Edges With Duplicates : 40
Total Edges : 1274
Number of Edge Types : 5
Replies to : 33
Retweet : 369
MentionsInRetweet : 708
Mentions : 73
Tweet : 91
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.010371650821089
Reciprocated Edge Ratio : 0.0205303678357571
Connected Components : 107
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 236
Maximum Edges in a Connected Component : 859
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.426696
Graph Density : 0.00418528384029329
Modularity : 0.523742
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 529 Twitter users whose recent tweets contained "(Unemployment OR Workforce) Nonprofit", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 20 May 2020 at 01:26 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 17-minute period from Monday, 11 May 2020 at 14:43 UTC to Wednesday, 20 May 2020 at 01:01 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 : TwitterSearch
Graph Term : (Unemployment OR Workforce) Nonprofit
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?__source=sharebar|twitter&par=sharebar
[8] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html
[8] https://trib.al/qSU1Af2
[6] https://support.office.com/en-us/article/modern-workplace-training-a6a6714f-cc43-49cb-8cdc-cec773635898
[4] https://mailchi.mp/fundthepeople/invisiblegiant
[3] https://www.tulsapeople.com/the-voice/stimulating-tulsas-underground-economy/article_b14f96a2-99fe-11ea-8a02-b30c9943418b.html
[2] https://nonprofitquarterly.org/covid-19-calls-for-strong-federal-response-to-address-massive-unemployment/
[2] https://opportunityatwork.org/press-release/californias-online-community-college-taps-national-workforce-nonprofit-to-help-move-8-4-million-californians-into-higher-wage-more-secure-careers/
[2] https://gtm.com/household/nanny-relief-fund/
[2] https://nonprofitquarterly.org/dont-let-senseless-unemployment-policies-sink-nonprofits-act-now/

Top URLs in Tweet in G1:
[1] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G2:
[5] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html
[3] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?__source=sharebar|twitter&par=sharebar
[2] https://nonprofitquarterly.org/dont-let-senseless-unemployment-policies-sink-nonprofits-act-now/
[2] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://gtm.com/household/nanny-relief-fund/
[2] https://nonprofitquarterly.org/preserving-communities-and-our-jobs-a-path-to-ending-mass-unemployment/
[1] https://twitter.com/FeedNCorg/status/1259839460755345409
[1] https://nonprofitquarterly.org/women-and-people-of-color-hit-hardest-by-pandemic-induced-unemployment/?utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+NonprofitQuarterly+%28Nonprofit+Quarterly%29
[1] https://www.nnbw.com/news/community-foundations-covid-19-relief-fund-doles-out-50k-in-first-round/?fbclid=IwAR0ssTmJBQhZ1pbVn9JoeHJbncR5ep8iZSNoBPDvA2BILFvMH28-14mDOVI
[1] https://www.bizjournals.com/dayton/news/2020/05/11/steelmaker-lands-workforce-grant-for-12m-project.html?ana=TRUEANTHEMTWT_DY&csrc=6398&taid=5eb9f51b3e01670001a68d05&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[2] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?__source=sharebar|twitter&par=sharebar
[1] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html
[1] https://www.nbcnews.com/health/health-news/live-blog/2020-05-15-coronavirus-news-n1207106/ncrd1207821
[1] https://shelterforce.org/2020/04/27/nonprofit-housing-providers-face-down-covid-19/

Top URLs in Tweet in G6:
[4] https://mailchi.mp/fundthepeople/invisiblegiant
[1] https://nonprofitquarterly.org/covid-19-calls-for-strong-federal-response-to-address-massive-unemployment/?utm_content=129721877&utm_medium=social&utm_source=twitter&hss_channel=tw-61206610
[1] https://nonprofitquarterly.org/covid-19-calls-for-strong-federal-response-to-address-massive-unemployment/
[1] https://nonprofitquarterly.org/why-the-city-nonprofit-relationship-must-change-lessons-from-covid-19/
[1] https://us02web.zoom.us/webinar/register/4315865469487/WN_wF8Z4qUpQZCPpl4IySf3CQ

Top URLs in Tweet in G7:
[1] https://twitter.com/PriorityHealth/status/1258071552031105024

Top URLs in Tweet in G8:
[1] https://www.bizjournals.com/louisville/news/2020/05/11/nonprofit-to-bring-furloughed-employees-back-after.html?ana=e_ae_prem&j=90508005&t=Afternoon&mkt_tok=eyJpIjoiWkdNek56bGtaakptTkdNeCIsInQiOiJnSm9XUGNWQURhUFRCQ3h2ck5KR3dLVG9na0JjWk81dTAxcjlnb0YzZ3pRZlwvNDBEOVNyaU4yUWxWSjYzalZCeUR4aUwxcUYrd0J4RHUyRXk4TXp6bHpDa3kwNWVvUlpZMzZCdm5VMzJnRGRvYXRKcURjeUJqeGR2ZDBBXC9jNHRnIn0%253D

Top URLs in Tweet in G9:
[8] https://trib.al/qSU1Af2
[1] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?utm_source=Iterable&utm_medium=email&utm_campaign=campaign_1224650&cid=pt&source=ams&sourceId=4637471
[1] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?mc_cid=e31e35accf&mc_eid=0d96ca1450
[1] https://www.cnbc.com/2020/05/15/coronavirus-senate-democrats-introduce-bill-to-boost-nonprofit-workforce.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G10:
[6] https://support.office.com/en-us/article/modern-workplace-training-a6a6714f-cc43-49cb-8cdc-cec773635898
[1] https://butterflypublisher.com/b/page/page.php?u=RackSystems&i=887689
[1] https://butterflypublisher.com/b/page/page.php?u=3huevcio&i=877831
[1] https://butterflypublisher.com/b/page/page.php?u=AmaralGroup2020&i=877796

Top Domains
Top Domains in Tweet in Entire Graph:
[24] cnbc.com
[11] nonprofitquarterly.org
[9] trib.al
[8] twitter.com
[6] office.com
[5] mailchi.mp
[4] bizjournals.com
[3] tulsapeople.com
[3] butterflypublisher.com
[2] opportunityatwork.org

Top Domains in Tweet in G1:
[1] cnbc.com

Top Domains in Tweet in G2:
[12] cnbc.com
[8] nonprofitquarterly.org
[3] twitter.com
[2] bizjournals.com
[2] voicestorm.com
[2] ziftsolutions.com
[2] automobilnews.eu
[2] gtm.com
[2] philanthropy.com
[2] nonprofitleadershipalliance.org

Top Domains in Tweet in G3:
[3] cnbc.com
[1] nbcnews.com
[1] shelterforce.org

Top Domains in Tweet in G6:
[4] mailchi.mp
[3] nonprofitquarterly.org
[1] zoom.us

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] bizjournals.com

Top Domains in Tweet in G9:
[8] trib.al
[3] cnbc.com

Top Domains in Tweet in G10:
[6] office.com
[3] butterflypublisher.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[35] nonprofit
[22] ab5
[10] unemployment
[9] covid19
[8] reemploymentassistance
[6] tech4good
[6] grants
[5] fundraising
[5] fight4thefrontlines
[4] workforce



Top Hashtags in Tweet in G2:
[19] nonprofit
[6] grants
[5] fundraising
[4] unemployment
[3] career
[3] workforce
[3] covid19
[3] business
[3] capitalraising
[3] sandiego

Top Hashtags in Tweet in G4:
[22] ab5

Top Hashtags in Tweet in G5:
[1] 1u

Top Hashtags in Tweet in G6:
[2] fundthepeople
[1] talentjustice
[1] nonprofit

Top Hashtags in Tweet in G7:
[4] unemployment

Top Hashtags in Tweet in G9:
[2] senatedemocrats
[1] nonprofits
[1] pandemic
[1] nonprofit

Top Hashtags in Tweet in G10:
[6] nonprofit
[6] tech4good

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[388] support
[194] sens
[194] brianschatz
[194] ronwyden
[194] sherrodbrown
[194] amp
[194] introduced
[194] bill
[194] help
[194] nonprofits

Top Words in Tweet in G2:
[46] nonprofit
[34] workforce
[21] unemployment
[19] #nonprofit
[19] boost
[18] senate
[18] democrats
[18] introduce
[18] bill
[17] coronavirus

Top Words in Tweet in G3:
[36] klobuchar
[36] workforce
[34] amy
[28] bill
[25] nonprofits
[24] nonprofit
[23] introduced
[23] sens
[18] senate
[18] democrats

Top Words in Tweet in G4:
[66] ca
[66] unemployment
[22] gavinnewsom
[22] lorenasgonzalez
[22] nearly
[22] double
[22] national
[22] rate
[22] prob
[22] signed

Top Words in Tweet in G5:
[40] nonprofit
[40] pay
[20] spouse
[20] offered
[20] same
[20] job
[20] back
[20] 25
[20] reduced
[20] already

Top Words in Tweet in G6:
[13] workforce
[12] nonprofit
[12] amp
[10] power
[10] 28
[9] social
[6] 4pm
[6] fundthepeople
[6] online
[6] briefing

Top Words in Tweet in G7:
[4] see
[4] #unemployment
[4] rise
[4] nonprofit
[4] community
[4] health
[4] plans
[4] helping
[4] millions
[4] americans

Top Words in Tweet in G8:
[14] kentucky
[14] louisville
[14] nonprofit
[14] water
[14] blessings
[14] forced
[14] furlough
[14] entire
[14] workforce
[14] fortunately

Top Words in Tweet in G9:
[11] workforce
[11] coronavirus
[11] resources
[10] bill
[9] senate
[9] democrats
[9] introduce
[9] boost
[9] nonprofit
[9] crushes

Top Words in Tweet in G10:
[12] modern
[9] workforce
[9] brought
[9] msftnonprofits
[9] productivity
[6] workplace
[6] open
[6] collaborative
[6] secure
[6] mobile

Top Word Pairs
Top Word Pairs in Tweet in G2:
[194] nonprofit,workforce
[194] senate,democrats
[194] democrats,introduce
[194] introduce,bill
[194] bill,boost
[194] boost,nonprofit
[194] workforce,coronavirus
[194] coronavirus,crushes
[194] crushes,resources
[194] nonprofit,organization

Top Word Pairs in Tweet in G3:
[19] amy,klobuchar
[18] nonprofit,workforce
[18] senate,democrats
[18] democrats,led
[18] led,amy
[18] klobuchar,introduce
[13] boost,nonprofit
[13] workforce,coronavirus
[13] coronavirus,crushes
[5] crushes,resources

Top Word Pairs in Tweet in G4:
[34] gavinnewsom,lorenasgonzalez
[20] lorenasgonzalez,ca
[18] ca,unemployment
[18] unemployment,nearly
[18] nearly,double
[18] double,national
[18] national,unemployment
[18] unemployment,rate
[18] rate,prob
[18] prob,signed

Top Word Pairs in Tweet in G5:
[22] spouse,offered
[22] offered,same
[22] same,nonprofit
[22] nonprofit,job
[22] job,back
[22] back,25
[22] 25,reduced
[22] reduced,pay
[22] pay,nonprofit
[22] nonprofit,pay

Top Word Pairs in Tweet in G6:
[20] power,nonprofit
[20] nonprofit,workforce
[20] 28,4pm
[20] fundthepeople,online
[20] online,briefing
[20] economic,amp
[20] amp,social
[20] social,power
[20] invite,learn
[20] learn,power

Top Word Pairs in Tweet in G7:
[10] see,#unemployment
[10] #unemployment,rise
[6] rise,nonprofit
[6] nonprofit,community
[6] community,health
[6] health,plans
[6] plans,helping
[6] helping,millions
[4] millions,americans
[4] americans,keep

Top Word Pairs in Tweet in G8:
[4] kentucky,louisville
[4] louisville,nonprofit
[4] nonprofit,water
[4] water,blessings
[4] blessings,forced
[4] forced,furlough
[4] furlough,entire
[4] entire,workforce
[4] workforce,fortunately
[4] fortunately,furloughed

Top Word Pairs in Tweet in G9:
[14] senate,democrats
[14] democrats,introduce
[14] introduce,bill
[14] bill,boost
[14] boost,nonprofit
[14] nonprofit,workforce
[14] workforce,coronavirus
[14] coronavirus,crushes
[14] crushes,resources
[14] amid,coronavirus

Top Word Pairs in Tweet in G10:
[9] modern,workplace
[9] workplace,open
[9] open,collaborative
[9] collaborative,secure
[9] secure,mobile
[9] mobile,view
[9] view,modern
[9] modern,workforce
[9] workforce,training
[2] training,office

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@brianschatz
@ronwyden
@sherrodbrown
@lorenasgonzalez
@msftnonprofits
@opptyatwork
@office365
@fundthepeople
@jhuccss
@mnaonline

Top Mentioned in G1:
@brianschatz
@ronwyden
@sherrodbrown

Top Mentioned in G3:
@brianschatz
@ronwyden
@sherrodbrown
@shelterforce
@gmhousingfund
@lacaldwelldc
@nbcnews

Top Mentioned in G4:
@lorenasgonzalez

Top Mentioned in G6:
@fundthepeople
@mnaonline
@jhuccss
@nonprofitny
@nonprofitnyact
@calnonprofits
@npquarterly
@russellsagefdn

Top Mentioned in G7:
@_achp
@selecthealth
@geisingerhealth
@preshealth
@aboutkp
@pacificsource
@avmedhealth
@upmchealthplan
@health_alliance
@ssmhealthwi

Top Mentioned in G9:
@cnbc

Top Mentioned in G10:
@msftnonprofits
@office365

Top Tweeters
Top Tweeters in Entire Graph:
@solutioneer72
@bannerite
@trump_enemy
@itswanda
@beverly21811568
@micjojd
@jcmarbury
@rebellegrrl
@shuboogie
@kmontenegro

Top Tweeters in G1:
@solutioneer72
@bannerite
@trump_enemy
@beverly21811568
@rebellegrrl
@shuboogie
@multijo1
@mjfsteeler
@mijomojo1
@januaryhandl

Top Tweeters in G2:
@jcmarbury
@dubvnow
@livegreenordie
@feed_stocks
@richinwriterss
@exactoptionpick
@9and10news
@automobilnews1
@lopezunwired
@wamcnews

Top Tweeters in G3:
@egeogh
@nbcnews
@fraudoktor11
@cynthiamn5
@gracekellie3
@tweetingtracy
@phr5ed
@tercell98
@libslady
@mattplourd

Top Tweeters in G4:
@kimfike12
@lstrollo
@lorenasgonzalez
@sandiegopete73
@fredtopel
@asthegirlturns
@violarockstar
@davincidiva
@driversamerican
@guidetotheverse

Top Tweeters in G5:
@kmontenegro
@kevincarson1
@uvklvr47
@mikeelk
@still_nunyadb
@grumblecore
@grandmashgart
@harperkingsley0
@toak19054
@baalegibreel

Top Tweeters in G6:
@npquarterly
@rustystahl
@russellsagefdn
@mnaonline
@natlcouncilnps
@calnonprofits
@nonprofitny
@fundthepeople
@oneplacekpl
@jhuccss

Top Tweeters in G7:
@health_alliance
@aboutkp
@_achp
@ceciconnolly
@ssmhealthwi
@upmchealthplan
@selecthealth
@geisingerhealth
@ucaremn
@ghcscw

Top Tweeters in G8:
@rncat50
@travlyngirl
@thedonaldwin
@patriciascrens1
@jmbrown53788079
@laurabjenkins
@kjboies
@cymblenej
@offendeddude
@dr_apiigi

Top Tweeters in G9:
@cnbc
@smck17
@frank_oppong
@pelon_0914
@constructivedge
@siegelka
@fpwa
@nonprofitcfos
@ideabank022897
@aquaticotc

Top Tweeters in G10:
@office365
@racksystemsltd
@theamaralgroup
@netgainis
@brossgroup
@msftnonprofits
@ctscanada1
@sullidigital
@ark360au
@imperialgroup


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