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@delislealleges Twitter User Network 1000 2019-05-16 (experimental version)
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From:
Harald Meier
Uploaded on:
May 16, 2019
Short Description:
delislealleges via NodeXL http://bit.ly/2HsCqI2
@delislealleges
@chingos
@jscottclayton
@rkelchen
@edanalyst
@bmckib
@claremccann
@prestoncooper93
@amylaitinen1
@usedgov

Top hashtags:
#pslf
#highered
#hea
#studentloans
#prosperact
#college
#behindthebumpersticker

Description:
Description
The graph represents a network of 1 specified Twitter user. The network was obtained from Twitter on Thursday, 16 May 2019 at 13:07 UTC.

It shows who was mentioned or replied to in the users' recent tweets.

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 : 238
Unique Edges : 242
Edges With Duplicates : 2351
Total Edges : 2593
Number of Edge Types : 4
Replies to : 748
Mentions : 1214
Tweet : 557
Retweet : 74
Self-Loops : 568
Reciprocated Vertex Pair Ratio : 0.225130890052356
Reciprocated Edge Ratio : 0.367521367521368
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 238
Maximum Edges in a Connected Component : 2593
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.986265
Graph Density : 0.00829698968194873
Modularity : 0.100679
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[7] https://www.nationalreview.com/2018/10/aim-higher-act-plan-student-loan-debt-forgiveness/
[7] https://www.brookings.edu/research/two-student-loan-studies-everyone-missed/
[6] https://www.nationalreview.com/2018/09/federal-teach-grant-program-floundering-problems-foreseeable/
[5] https://thehill.com/opinion/education/373677-the-prosper-act-will-increase-spending-on-higher-education
[5] https://www.brookings.edu/research/winners-and-losers-in-president-trumps-student-loan-plan/
[5] https://www.nationalreview.com/2018/06/umuc-state-run-college-students-have-difficulty-repaying-loans/
[4] http://www.aei.org/wp-content/uploads/2017/02/Private-in-Name-Only.pdf
[4] https://www.nationalreview.com/2018/03/colleges-universities-accountability-standards-correct-obama-regulations/
[4] https://grabien.com/file.php?id=19275
[4] https://www.amazon.com/International-Perspectives-Higher-Education-Educational/dp/1682532674

Top URLs in Tweet in G1:
[7] https://www.brookings.edu/research/two-student-loan-studies-everyone-missed/
[7] https://www.nationalreview.com/2018/10/aim-higher-act-plan-student-loan-debt-forgiveness/
[6] https://www.nationalreview.com/2018/09/federal-teach-grant-program-floundering-problems-foreseeable/
[5] https://thehill.com/opinion/education/373677-the-prosper-act-will-increase-spending-on-higher-education
[5] https://www.brookings.edu/research/winners-and-losers-in-president-trumps-student-loan-plan/
[5] https://www.nationalreview.com/2018/06/umuc-state-run-college-students-have-difficulty-repaying-loans/
[4] https://grabien.com/file.php?id=19275
[4] https://www.nationalreview.com/2018/03/colleges-universities-accountability-standards-correct-obama-regulations/
[4] http://www.aei.org/wp-content/uploads/2017/02/Private-in-Name-Only.pdf
[4] https://www.amazon.com/International-Perspectives-Higher-Education-Educational/dp/1682532674

Top URLs in Tweet in G2:
[1] https://www.americanprogress.org/issues/education-postsecondary/news/2018/01/24/445284/getting-private-collection-agencies-federal-student-loans/
[1] https://www.newamerica.org/education-policy/edcentral/new-legislation-would-provide-students-key-information-about-college-outcomes/
[1] https://twitter.com/delislealleges/status/1109101822302666753
[1] https://www.newamerica.org/education-policy/edcentral/keeping-prosper-act-accountable/
[1] https://link.springer.com/article/10.1007%2Fs12129-018-9694-4
[1] https://robertkelchen.com/2018/05/15/examining-trends-in-graduate-student-debt-by-race-and-ethnicity/
[1] https://twitter.com/JenniferJJacobs/status/1090249675456815104
[1] https://www.insidehighered.com/news/2018/02/16/senate-democrats-want-public-service-loan-forgiveness-fix-budget-agreement
[1] https://www.chronicle.com/article/After-10-Years-in-Court-a/241984
[1] https://twitter.com/PrestonCooper93/status/976082251946618880

Top URLs in Tweet in G3:
[1] https://twitter.com/kreighbaum/status/1085248659816628225
[1] https://www.insidehighered.com/news/2018/04/27/gao-finds-colleges-manipulating-loan-default-rates-keep-access-federal-aid

Top URLs in Tweet in G4:
[1] https://twitter.com/delislealleges/status/1044318446945734656
[1] https://www.forbes.com/sites/adamminsky/2019/04/03/senator-rubio-wants-to-eliminate-student-loan-interest-maybe/#2dc58d227bb8
[1] https://www.cnbc.com/2019/04/05/you-could-use-your-529-plan-if-you-have-one-for-your-student-debt.html
[1] https://twitter.com/SenSanders/status/1074797061478981632
[1] http://usfblogs.usfca.edu/donaldheller/2015/11/30/the-new-york-times-misrepresents-student-debt-again/#more-274
[1] http://rooseveltinstitute.org/income-share-agreements-student-debt-promise-falling-short-reality/
[1] https://www.warren.senate.gov/imo/media/doc/Ed.%20Dept.%20May%202017%20FSA%20Audit%20Report.pdf
[1] https://www.savingforcollege.com/article/the-complexity-of-payroll-withholding-for-student-loan-payments
[1] https://twitter.com/delislealleges/status/1075062595688783873

Top URLs in Tweet in G5:
[1] https://www.wsj.com/articles/trump-administration-hires-mckinsey-to-evaluate-student-loan-portfolio-11556728035
[1] https://www.nationalreview.com/2019/02/student-loan-lawsuit-navient-consumer-financial-protection-bureau-shakedown/
[1] https://twitter.com/kclarkcollege/status/1075096756403232768
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Ftowardsdatascience.com%2Funintended-consequences-and-goodharts-law-68d60a94705c
[1] https://www.youtube.com/watch?v=HJuizgDmvzU&feature=youtu.be

[1] https://twitter.com/louise_seamster/status/1120660037800796165
[1] https://twitter.com/delislealleges/status/1092886455301689346
[1] https://www.washingtonpost.com/education/2019/03/19/admission-system-is-worse-than-broken-its-fixed/
[1] https://link.medium.com/Y9pymfOavW

Top URLs in Tweet in G6:
[1] https://www.urban.org/urban-wire/making-student-loan-repayment-more-logical-and-equitable
[1] https://twitter.com/Iris007Gill/status/1042161688177532928

Top URLs in Tweet in G8:
[1] https://www2.ed.gov/about/offices/list/oig/auditreports/fy2019/a05q0008.pdf
[1] http://www.washingtonpost.com/blogs/wonkblog/wp/2017/12/19/the-gop-tax-plan-has-a-nasty-surprise-for-upper-middle-class-parents-with-kids-in-college/?tid=ss_tw&utm_term=.41a23f5bd188

Top URLs in Tweet in G9:
[1] https://choice.npr.org/index.html?origin=https://www.npr.org/2018/11/14/667699220/the-benefits-of-taking-out-loans-for-college

Top URLs in Tweet in G10:
[1] https://eric.ed.gov/?id=EJ911462

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[54] aei.org
[38] brookings.edu
[34] nationalreview.com
[17] newamerica.org
[15] ed.gov
[14] wsj.com
[13] nytimes.com
[12] insidehighered.com
[10] urban.org

Top Domains in Tweet in G1:
[170] twitter.com
[54] aei.org
[38] brookings.edu
[33] nationalreview.com
[15] newamerica.org
[13] nytimes.com
[13] wsj.com
[13] ed.gov
[9] urban.org
[8] insidehighered.com

Top Domains in Tweet in G2:
[11] twitter.com
[2] newamerica.org
[2] insidehighered.com
[2] thirdway.org
[1] americanprogress.org
[1] springer.com
[1] robertkelchen.com
[1] chronicle.com
[1] collegeboard.org
[1] forbes.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] insidehighered.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] forbes.com
[1] cnbc.com
[1] usfca.edu
[1] rooseveltinstitute.org
[1] senate.gov
[1] savingforcollege.com

Top Domains in Tweet in G5:
[3] twitter.com
[2] medium.com
[1] wsj.com
[1] nationalreview.com
[1] youtube.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] urban.org
[1] twitter.com

Top Domains in Tweet in G8:
[1] ed.gov
[1] washingtonpost.com

Top Domains in Tweet in G9:
[1] npr.org

Top Domains in Tweet in G10:
[1] ed.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[21] pslf
[10] highered
[7] hea
[4] studentloans
[3] prosperact
[2] college
[2] behindthebumpersticker
[2] fachat
[2] bebest
[2] fafsa



Top Hashtags in Tweet in G1:
[19] pslf
[6] hea
[3] highered
[2] fafsa
[2] bebest
[1] defendconcentratedstudents
[1] strawman
[1] selectivedreamhoarderhandwringing
[1] ifitaintbroke
[1] gdpnow

Top Hashtags in Tweet in G2:
[5] highered
[2] fachat
[2] pslf
[2] prosperact
[1] defendstudents
[1] collegetransparencyact
[1] cta4betterdata
[1] forward50
[1] affordability
[1] studentloan

Top Hashtags in Tweet in G3:
[1] hea

Top Hashtags in Tweet in G4:
[2] studentloans
[1] college

Top Hashtags in Tweet in G5:
[1] highered

Top Hashtags in Tweet in G7:
[1] highered

Top Hashtags in Tweet in G9:
[1] ewa19

Top Words
Top Words in Tweet in Entire Graph:
[138] Words in Sentiment List#1: Positiv
[355] Words in Sentiment List#2: Negativ
[0] Words in Sentiment List#3: (Add your own word list)
[36797] Non-categorized Words
[37290] Total Words
[277] loan
[263] student
[218] delislealleges
[187] income
[177] loans

Top Words in Tweet in G1:
[238] loan
[228] student
[171] income
[148] loans
[115] more
[105] students
[91] borrowers
[87] amp
[85] out
[85] repayment

Top Words in Tweet in G2:
[75] delislealleges
[17] more
[16] prestoncooper93
[15] rkelchen
[15] loan
[14] students
[12] usedgov
[11] borrowers
[11] ed
[11] loans

Top Words in Tweet in G3:
[16] delislealleges
[7] betsydevosed
[6] student
[5] pell
[5] borrowers
[5] income
[4] billion
[4] loan
[3] bobbyscott
[3] cbo

Top Words in Tweet in G4:
[28] delislealleges
[12] loan
[9] interest
[8] cfpb
[7] student
[7] loans
[7] idr
[6] cost
[5] program
[5] up

Top Words in Tweet in G5:
[12] delislealleges
[10] student
[9] trace_urdan
[7] loans
[6] amylaitinen1
[6] think
[6] edanalyst
[6] bethakers_
[5] higher
[5] ed

Top Words in Tweet in G6:
[4] chingos
[3] debt
[2] one
[2] thought
[2] crisis
[2] students
[2] much
[2] borrowers
[2] jscottclayton

Top Words in Tweet in G7:
[6] delislealleges
[4] aeieducation
[3] tell
[3] ithakasr
[2] brookingsinst
[2] alexusherhesa
[2] income
[2] loan
[2] scheme
[2] government

Top Words in Tweet in G8:
[5] delislealleges
[5] navient
[4] danidougpost
[4] anniereporter
[3] report
[2] nprcoryturner
[2] asking
[2] records
[2] calls
[2] call

Top Words in Tweet in G10:
[6] maybe
[4] delislealleges
[4] lp
[3] rise
[2] sheeoed
[2] crampell
[2] cuts
[2] publics
[2] cost
[2] adjusted

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[128] student,loan
[77] student,loans
[64] loan,forgiveness
[56] income,based
[47] based,repayment
[34] higher,ed
[31] federal,student
[31] higher,education
[25] public,service
[21] grad,students

Top Word Pairs in Tweet in G1:
[114] student,loan
[69] student,loans
[61] loan,forgiveness
[56] income,based
[47] based,repayment
[30] federal,student
[28] higher,education
[26] higher,ed
[23] public,service
[20] grad,students

Top Word Pairs in Tweet in G2:
[8] delislealleges,rkelchen
[8] delislealleges,mzinshteyn
[8] mzinshteyn,prestoncooper93
[6] delislealleges,usedgov
[5] rkelchen,usedgov
[5] tax,credits
[4] student,loan
[4] rkelchen,delislealleges
[4] delislealleges,prestoncooper93
[3] program,level

Top Word Pairs in Tweet in G3:
[5] delislealleges,betsydevosed
[3] student,loan
[2] betsydevosed,bobbyscott
[2] bobbyscott,cbo
[2] 16,billion
[2] higher,education
[2] 207,billion
[2] delislealleges,edtrust
[2] delislealleges,upshotnyt

Top Word Pairs in Tweet in G4:
[5] delislealleges,cfpb
[3] student,loan
[3] fair,value
[3] rare,circumstances
[3] delislealleges,usedgov
[3] usedgov,navient
[3] navient,cfpb
[2] cost,loan
[2] edanalyst,delislealleges
[2] student,loans

Top Word Pairs in Tweet in G5:
[4] higher,ed
[4] student,loans
[3] happy,held
[3] held,accountable
[2] finance,higher
[2] edanalyst,trace_urdan
[2] bethakers_,trace_urdan
[2] student,loan
[2] delislealleges,edanalyst

Top Word Pairs in Tweet in G6:
[2] jscottclayton,chingos

Top Word Pairs in Tweet in G7:
[2] billion,tax
[2] big,business
[2] delislealleges,aeieducation
[2] aeieducation,ithakasr

Top Word Pairs in Tweet in G8:
[4] danidougpost,anniereporter
[3] delislealleges,navient
[2] navient,nprcoryturner
[2] nprcoryturner,danidougpost
[2] navient,danidougpost
[2] percent,rate

Top Word Pairs in Tweet in G10:
[3] lp,rise
[3] maybe,maybe
[2] delislealleges,sheeoed

Top Replied-To
Top Replied-To in Entire Graph:
@delislealleges
@edanalyst
@rkelchen
@sheridanfinaid
@trace_urdan
@claremccann
@bmckib
@katherinesydor
@kevincarey1
@wh_dc

Top Replied-To in G1:
@delislealleges
@edanalyst
@rkelchen
@sheridanfinaid
@claremccann
@bmckib
@katherinesydor
@trace_urdan
@kevincarey1
@wesleywhistle

Top Replied-To in G2:
@delislealleges
@rkelchen
@sheridanfinaid
@bethakers_
@prestoncooper93
@clibassi
@trace_urdan
@jrpeller
@edanalyst
@mikeitzkowitz

Top Replied-To in G3:
@delislealleges
@millennial_debt
@kreighbaum

Top Replied-To in G4:
@delislealleges
@edanalyst
@jmargetta
@collecamp
@wh_dc
@markhuelsman
@millennial_debt
@katherinesydor
@dbergeron_cap
@kevincarey1

Top Replied-To in G5:
@delislealleges
@bethakers_
@trace_urdan
@edanalyst
@amylaitinen1
@thejonesest
@kreshleman
@wh_dc

Top Replied-To in G6:
@bob_hildreth
@delislealleges
@chingos
@jscottclayton

Top Replied-To in G7:
@delislealleges

Top Replied-To in G8:
@delislealleges
@ronlieber

Top Replied-To in G10:
@delislealleges

Top Mentioned
Top Mentioned in Entire Graph:
@usedgov
@delislealleges
@prestoncooper93
@cfpb
@rkelchen
@navient
@aeieducation
@betsydevosed
@alexusherhesa
@edanalyst

Top Mentioned in G1:
@usedgov
@cfpb
@prestoncooper93
@delislealleges
@navient
@rkelchen
@aeieducation
@alexusherhesa
@edubenm

Top Mentioned in G2:
@delislealleges
@prestoncooper93
@usedgov
@rkelchen
@mzinshteyn
@dancy_kim
@clibassi
@jdmatsudaira
@barmakn
@nasorg

Top Mentioned in G3:
@betsydevosed
@bobbyscott
@cbo
@pattymurray
@edtrust
@upshotnyt
@delislealleges
@senjeffmerkley
@thirdwayedu
@thinkprogress

Top Mentioned in G4:
@cfpb
@delislealleges
@usedgov
@navient
@markhuelsman
@saving4college
@edanalyst
@sheridanfinaid
@rkelchen
@bethakers_

Top Mentioned in G5:
@trace_urdan
@delislealleges
@amylaitinen1
@edanalyst
@thirdwayedu
@bmckib
@katherinesydor
@newamericaed
@usedgov
@bethakers_

Top Mentioned in G6:
@chingos
@jscottclayton
@kblagg
@choralartsdc
@stuconnections

Top Mentioned in G7:
@aeieducation
@ithakasr
@brookingsinst
@alexusherhesa
@rkelchen
@melissakorn

Top Mentioned in G8:
@navient
@danidougpost
@anniereporter
@nprcoryturner
@delislealleges
@ronlieber

Top Mentioned in G9:
@delislealleges
@npr
@npr_ed

Top Mentioned in G10:
@sheeoed
@crampell

Top Tweeters
Top Tweeters in Entire Graph:
@business
@nytimes
@washingtonpost
@wsj
@marketwatch
@npr
@theatlantic
@nytopinion
@thinkprogress
@bpolitics

Top Tweeters in G1:
@business
@nytimes
@marketwatch
@theatlantic
@nytopinion
@bpolitics
@katiecannon2
@nro
@dynarski
@reformedbroker

Top Tweeters in G2:
@sheridanfinaid
@jschmeling
@rkelchen
@usedgov
@thejonesest
@mzinshteyn
@jgrantaddison
@madvickie
@clibassi
@nasorg

Top Tweeters in G3:
@thinkprogress
@upshotnyt
@edtrust
@pattymurray
@kreighbaum
@3firsts
@senjeffmerkley
@bmckib
@bobbyscott
@vivifriedgut

Top Tweeters in G4:
@wsj
@thenation
@fafsa
@kevincarey1
@saving4college
@edanalyst
@cfpb
@mkant
@markhuelsman
@collecamp

Top Tweeters in G5:
@youtube
@newamericaed
@edlaborcmte
@kreshleman
@debseymour51
@amylaitinen1
@thirdwayedu
@trace_urdan
@dbergeron_cap
@tamarahiler

Top Tweeters in G6:
@bob_hildreth
@craigpanderson
@jscottclayton
@stuconnections
@chingos
@choralartsdc
@kblagg

Top Tweeters in G7:
@brookingsinst
@alexusherhesa
@aeieducation
@jselingo
@melissakorn
@gavinmoodie
@ithakasr

Top Tweeters in G8:
@ronlieber
@navient
@danidougpost
@nprcoryturner
@anniereporter

Top Tweeters in G9:
@npr
@npr_ed
@elissanadworny

Top Tweeters in G10:
@crampell
@dhfeld1
@sheeoed


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