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pndblog Twitter NodeXL SNA Map and Report for Wednesday, 20 May 2020 at 01:22 UTC
pndblog Twitter NodeXL SNA Map and Report for Wednesday, 20 May 2020 at 01:22 UTC
From:
marc_smith
Uploaded on:
May 21, 2020
Short Description:
pndblog via NodeXL https://bit.ly/3e7ZWst
@pndblog
@raceforward
@nhcommloanfund
@sstephensl
@tompkinsstange
@thegiin
@drphilsamuel
@notnormalindstr
@grantspace
@opensociety

Top hashtags:
#covid19
#coronavirus
#philanthropy
#nonprofits
#education
#highered

Description:
Description
The graph represents a network of 258 Twitter users whose recent tweets contained "pndblog", 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 01:23 UTC.

The tweets in the network were tweeted over the 8-day, 11-hour, 29-minute period from Monday, 11 May 2020 at 12:30 UTC to Wednesday, 20 May 2020 at 00:00 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 : 258
Unique Edges : 327
Edges With Duplicates : 175
Total Edges : 502
Number of Edge Types : 5
Retweet : 77
MentionsInRetweet : 89
Mentions : 270
Tweet : 57
Replies to : 9
Self-Loops : 59
Reciprocated Vertex Pair Ratio : 0.0375722543352601
Reciprocated Edge Ratio : 0.0724233983286908
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 239
Maximum Edges in a Connected Component : 479
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.219696
Graph Density : 0.00541429131601967
Modularity : 0.417996
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 258 Twitter users whose recent tweets contained "pndblog", 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 01:23 UTC.

The tweets in the network were tweeted over the 8-day, 11-hour, 29-minute period from Monday, 11 May 2020 at 12:30 UTC to Wednesday, 20 May 2020 at 00:00 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 : pndblog
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] http://philanthropynewsdigest.org/news/community-organized-relief-effort-receives-10-million-from-dorsey
[6] http://philanthropynewsdigest.org/news/local-foundations-underfunding-immigrant-and-refugee-nonprofits
[5] http://philanthropynewsdigest.org/pnd-alerts-and-newsletters?hootPostID=71dbca2ad55a46f260146e82525041b5
[4] https://pndblog.typepad.com/pndblog/2020/05/the-solution-for-saving-mom-and-pop-businesses.html
[4] http://philanthropynewsdigest.org/news/gates-foundation-awards-13.6-million-for-covid-19-research
[4] https://pndblog.typepad.com/pndblog/2020/05/covid-19-is-prompting-a-global-response-from-impact-investors.html
[3] http://philanthropynewsdigest.org/news/most-nonprofits-negatively-impacted-by-covid-19-survey-finds
[3] http://philanthropynewsdigest.org/news/open-society-foundations-commits-10-million-to-smallholder-farmers
[3] http://philanthropynewsdigest.org/news/cdp-awards-2.3-million-for-covid-19-relief-efforts
[3] https://pndblog.typepad.com/pndblog/2020/05/foundations-step-up-funding-for-covid-19-response-efforts-may-1-15-2020.html

Top URLs in Tweet in G1:
[6] http://philanthropynewsdigest.org/news/local-foundations-underfunding-immigrant-and-refugee-nonprofits
[5] http://philanthropynewsdigest.org/pnd-alerts-and-newsletters?hootPostID=71dbca2ad55a46f260146e82525041b5
[4] http://philanthropynewsdigest.org/news/gates-foundation-awards-13.6-million-for-covid-19-research
[3] https://pndblog.typepad.com/pndblog/2020/05/amid-the-coronavirus-pandemic-the-sdgs-are-more-relevant-than-ever.html
[2] http://philanthropynewsdigest.org/news/only-one-in-five-donors-plan-to-stop-giving-until-economy-recovers
[2] https://philanthropynewsdigest.org/polls
[2] http://philanthropynewsdigest.org/news/tiktok-founder-commits-10-million-for-covid-19-therapeutics-research
[2] https://philanthropynewsdigest.org/rfps/rfp11207-terra-foundation-announces-covid-19-relief-fund-for-visual-arts-organizations
[2] http://philanthropynewsdigest.org/news/lilly-endowment-awards-15.7-million-to-early-learning-indiana
[2] https://pndblog.typepad.com/pndblog/2020/05/the-solution-for-saving-mom-and-pop-businesses.html

Top URLs in Tweet in G2:
[3] https://pndblog.typepad.com/pndblog/2020/04/funding-in-the-time-of-covid-19-questions-to-deepen-racial-equity.html
[1] http://philanthropynewsdigest.org/commentary-and-opinion/the-nonprofit-sector-and-the-shake-shack-effect

Top URLs in Tweet in G3:
[9] http://philanthropynewsdigest.org/news/community-organized-relief-effort-receives-10-million-from-dorsey

Top URLs in Tweet in G4:
[2] https://pndblog.typepad.com/pndblog/2020/05/the-solution-for-saving-mom-and-pop-businesses.html
[2] http://philanthropynewsdigest.org/news/open-society-foundations-commits-10-million-to-smallholder-farmers
[1] https://trib.al/IydKMEZ
[1] https://pndblog.typepad.com/pndblog/2020/05/the-solution-for-saving-mom-and-pop-businesses.html?utm_campaign=Borrower%20Stabilization%20Fund&utm_content=129638612&utm_medium=social&utm_source=twitter&hss_channel=tw-47656410
[1] http://philanthropynewsdigest.org/news/open-society-commits-15-million-to-gender-equity-in-africa
[1] http://philanthropynewsdigest.org/news/most-nonprofits-negatively-impacted-by-covid-19-survey-finds

Top URLs in Tweet in G5:
[1] https://twitter.com/pndblog/status/1258886947625459712
[1] https://pndblog.typepad.com/pndblog/2020/04/nonprofits-need-certainty-in-uncertain-times.html
[1] https://twitter.com/pndblog/status/1260955579029295105
[1] https://twitter.com/pndblog/status/1261046205586509830
[1] https://twitter.com/pndblog/status/1261402248610893824
[1] https://pndblog.typepad.com/pndblog/2010/09/heart-head-hand.html
[1] https://pndblog.typepad.com/pndblog/2020/05/foundations-step-up-funding-for-covid-19-response-efforts-may-1-15-2020.html
[1] https://twitter.com/pndblog/status/1262427878270140421

Top URLs in Tweet in G6:
[1] https://pndblog.typepad.com/pndblog/2020/03/jeff-bezos-and-climate-change.html

Top URLs in Tweet in G7:
[1] http://philanthropynewsdigest.org/news/lego-group-lego-foundation-commit-50-million-for-covid-19-relief
[1] http://philanthropynewsdigest.org/jobs/54180-program-officer-rural-healthcare
[1] http://philanthropynewsdigest.org/rfps/rfp11075-elevate-prize-foundation-welcomes-nominations-applications-for-inaugural-elevate-prize-competition
[1] http://philanthropynewsdigest.org/jobs/54307-president-and-ceo
[1] http://philanthropynewsdigest.org/news/coupling-general-operating-capacity-building-grants-drive-outcomes
[1] https://pndblog.typepad.com/pndblog/2020/05/foundations-step-up-funding-for-covid-19-response-efforts-may-1-15-2020.html

Top URLs in Tweet in G8:
[2] https://pndblog.typepad.com/pndblog/2020/05/covid-19-is-prompting-a-global-response-from-impact-investors.html
[1] https://twitter.com/pndblog/status/1260608288779051013

Top URLs in Tweet in G9:
[2] https://www.philanthropy.com/article/It-s-Time-to-End/248646

Top URLs in Tweet in G10:
[1] https://twitter.com/steventdennis/status/1260314077743759360?s=21
[1] https://twitter.com/steventdennis/status/1260314077743759360

Top Domains
Top Domains in Tweet in Entire Graph:
[110] philanthropynewsdigest.org
[25] typepad.com
[16] nytimes.com
[12] twitter.com
[10] washingtonpost.com
[5] forbes.com
[4] insidephilanthropy.com
[4] citylab.com
[4] fastcompany.com
[3] newyorker.com

Top Domains in Tweet in G1:
[80] philanthropynewsdigest.org
[16] nytimes.com
[10] typepad.com
[10] washingtonpost.com
[5] forbes.com
[4] fastcompany.com
[4] citylab.com
[4] insidephilanthropy.com
[3] newyorker.com
[2] scientificamerican.com

Top Domains in Tweet in G2:
[3] typepad.com
[1] philanthropynewsdigest.org

Top Domains in Tweet in G3:
[9] philanthropynewsdigest.org

Top Domains in Tweet in G4:
[4] philanthropynewsdigest.org
[3] typepad.com
[1] trib.al

Top Domains in Tweet in G5:
[5] twitter.com
[3] typepad.com

Top Domains in Tweet in G6:
[1] typepad.com

Top Domains in Tweet in G7:
[5] philanthropynewsdigest.org
[1] typepad.com

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

Top Domains in Tweet in G9:
[2] philanthropy.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[166] covid19
[154] coronavirus
[70] philanthropy
[41] nonprofits
[20] education
[13] highered
[12] publichealth
[12] humanservices
[11] globalhealth
[10] racialequity



Top Hashtags in Tweet in G1:
[154] covid19
[140] coronavirus
[60] philanthropy
[35] nonprofits
[20] education
[12] publichealth
[11] globalhealth
[11] highered
[10] humanservices
[10] racialequity

Top Hashtags in Tweet in G2:
[2] nonprofits
[2] funders

Top Hashtags in Tweet in G3:
[9] coronavirus
[1] covid19

Top Hashtags in Tweet in G4:
[2] philanthropy
[2] impactinvesting
[1] cdfisinvest
[1] oppfinance
[1] smallbusinesses
[1] cdfis
[1] impinv
[1] foodsecurity
[1] genderequity
[1] funding

Top Hashtags in Tweet in G5:
[1] covid
[1] coronatimes
[1] fundraising
[1] nonprofit
[1] development
[1] philanthropy
[1] stimuluscheck
[1] changenotcharity
[1] sharemycheck
[1] aspencolorado

Top Hashtags in Tweet in G7:
[3] nonprofitjob
[2] philanthropy
[2] covid19
[2] rfp
[1] healthcare
[1] capacitybuilding
[1] grantmaking
[1] nonprofits

Top Hashtags in Tweet in G8:
[3] covid19
[2] coronavirus
[1] impinv

Top Hashtags in Tweet in G9:
[2] nonprofits
[1] philanthropy

Top Hashtags in Tweet in G10:
[1] studentloan
[1] homeloan

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:
[154] #covid19
[140] #coronavirus
[66] #philanthropy
[35] #nonprofits
[32] million
[21] foundation
[21] pandemic
[20] #education
[18] day
[14] relief

Top Words in Tweet in G2:
[27] racial
[27] equity
[18] michelekumibaer
[16] pndblog
[11] questions
[9] funding
[9] covid
[9] 19
[9] call
[9] prioritize

Top Words in Tweet in G3:
[10] coreresponse
[10] jack
[9] community
[9] organized
[9] relief
[9] effort
[9] receives
[9] 10
[9] million
[9] dorsey

Top Words in Tweet in G4:
[5] businesses
[5] covid
[5] nhcommloanfund
[5] pndblog
[4] community
[4] development
[4] financial
[4] institutions
[4] john
[4] hamilton

Top Words in Tweet in G5:
[3] amp
[2] need
[2] great

Top Words in Tweet in G6:
[2] recently
[2] fordschool
[2] class
[2] discussed
[2] jeff
[2] bezos
[2] climate
[2] change
[2] philanthropy
[2] candiddotorg

Top Words in Tweet in G7:
[7] more
[7] pndblog
[5] learn
[4] foundation
[4] #philanthropy
[4] elevate
[4] prize
[3] #nonprofitjob
[3] alert
[3] seeks

Top Words in Tweet in G8:
[5] #covid19
[5] global
[5] response
[3] efforts
[3] take
[3] shape
[3] central
[3] theme
[3] becoming
[3] clear

Top Words in Tweet in G9:
[2] yep
[2] pndblog
[2] opinion
[2] time
[2] end
[2] #nonprofits
[2] hand
[2] mouth
[2] way
[2] life

Top Words in Tweet in G10:
[2] pndblog
[2] pewtrusts
[2] rates

Top Word Pairs
Top Word Pairs in Tweet in G2:
[62] racial,equity
[14] covid,19
[12] call,prioritize
[12] prioritize,racial
[9] equity,imperative
[9] imperative,during
[8] during,times
[8] times,crisis
[7] crisis,curtail
[6] curtail,harmful

Top Word Pairs in Tweet in G3:
[27] coreresponse,jack
[9] community,organized
[9] organized,relief
[9] relief,effort
[9] effort,receives
[9] receives,10
[9] 10,million
[9] million,dorsey
[9] dorsey,coreresponse
[9] jack,#coronavirus

Top Word Pairs in Tweet in G4:
[10] community,development
[9] development,financial
[9] financial,institutions
[9] john,hamilton
[9] many,small
[9] small,businesses
[9] businesses,left
[9] left,government's
[9] government's,paycheck
[9] paycheck,protection

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G6:
[] recently,fordschool
[] fordschool,class
[] class,discussed
[] discussed,jeff
[] jeff,bezos
[] bezos,climate
[] climate,change
[] change,philanthropy
[] philanthropy,candiddotorg
[] candiddotorg,jenbo1

Top Word Pairs in Tweet in G7:
[2] learn,more
[2] more,pndblog
[2] elevate,prize
[2] #nonprofitjob,alert
[2] alert,coleman
[2] coleman,foundation
[2] foundation,seeks
[2] seeks,dynamic
[2] dynamic,nonprofit
[2] nonprofit,leader

Top Word Pairs in Tweet in G8:
[5] efforts,take
[5] take,shape
[4] shape,central
[3] central,theme
[2] theme,becoming
[2] becoming,clear
[2] clear,order
[2] order,truly
[2] truly,effective
[2] effective,global

Top Word Pairs in Tweet in G9:
[3] yep,pndblog
[3] pndblog,opinion
[3] opinion,time
[3] time,end
[3] end,#nonprofits
[3] #nonprofits,hand
[3] hand,mouth
[3] mouth,way
[3] way,life
[3] life,philanthropy

Top Word Pairs in Tweet in G10:
[2] pndblog,pewtrusts

Top Replied-To
Top Replied-To in Entire Graph:
@pndblog
@hedproposals

Top Replied-To in G1:
@pndblog

Top Replied-To in G3:
@pndblog

Top Replied-To in G10:
@pndblog

Top Mentioned
Top Mentioned in Entire Graph:
@pndblog
@michelekumibaer
@jack
@coreresponse
@washingtonpost
@nytimes
@gatesfoundation
@nhcommloanfund
@forbes
@opensociety

Top Mentioned in G1:
@washingtonpost
@pndblog
@nytimes
@gatesfoundation
@ncrp
@forbes
@fastcompany
@citylab
@insidephilanthr
@thegiin

Top Mentioned in G2:
@michelekumibaer
@pndblog

Top Mentioned in G3:
@coreresponse
@jack
@pndblog
@seanpenn

Top Mentioned in G4:
@nhcommloanfund
@pndblog
@opensociety
@cafamerica

Top Mentioned in G6:
@fordschool
@candiddotorg
@jenbo1
@pndblog
@heyitslilliemer
@sstephensl
@heyhannah

Top Mentioned in G7:
@pndblog
@lego_group
@legofoundation

Top Mentioned in G8:
@thegiin

Top Mentioned in G9:
@pndblog
@philanthropy
@cepdata
@girls_inc

Top Mentioned in G10:
@pewtrusts
@steventdennis
@business

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@business
@loyalfan1
@reuters
@reneevoicebrand
@nytimes
@washingtonpost
@csmonitor
@wsj
@cnn

Top Tweeters in G1:
@chidambara09
@reuters
@reneevoicebrand
@nytimes
@washingtonpost
@csmonitor
@wsj
@cnn
@latimes
@ap

Top Tweeters in G2:
@nolabookfair
@vojay_pgh
@raceforward
@ghuangwa
@eurodissentnola
@michelekumibaer
@transformville
@jmarcial8
@bldingmovement
@nancyeagan

Top Tweeters in G3:
@loyalfan1
@chelsadler
@shayruldawn
@writing_destiny
@citizenyid
@kimburly_k
@usa_cocoa_farmr
@jack
@coreresponse
@joannalamblooby

Top Tweeters in G4:
@ashok_neupaane
@opensociety
@weincludedorg
@cafamerica
@nhcommloanfund
@mtalwani
@aerisinsight
@buckminster19
@heykatemurphy
@ipasa5

Top Tweeters in G5:
@sinfullyalive
@breadrosesfund
@lewwelge
@moment2reasure
@nextgenvt
@marja_p
@timaaronyap
@redefinedatl

Top Tweeters in G6:
@candiddotorg
@jenbo1
@fordschool
@heyhannah
@heyitslilliemer
@tompkinsstange
@sstephensl

Top Tweeters in G7:
@bph
@lego_group
@grantspace
@legofoundation
@latinogiving
@novocognia

Top Tweeters in G8:
@pcdnetwork
@thegiin
@ukimpactinvest
@dgiinvestors
@invest_for_good

Top Tweeters in G9:
@philanthropy
@cepdata
@girls_inc
@nedgington
@susangeier4

Top Tweeters in G10:
@business
@steventdennis
@pewtrusts
@notnormalindstr
@bethchernes


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