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PA Treasury Query 2 Twitter
PA Treasury Query 2 Twitter
From:
Harald Meier
Uploaded on:
April 21, 2017
Short Description:
PATreasury OR virginia529 OR ScholarShare529 OR NY529Direct OR CHET529 OR PutSavingsOnYourMind OR VA529 OR StartSmall OR checkCHETout via NodeXL http://bit.ly/2obOFlk
@

Description:
Description
The graph represents a network of 173 Twitter users whose recent tweets contained "PATreasury OR virginia529 OR ScholarShare529 OR NY529Direct OR CHET529 OR PutSavingsOnYourMind OR VA529 OR StartSmall OR checkCHETout", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 21 April 2017 at 13:24 UTC.

The tweets in the network were tweeted over the 9-day, 22-hour, 40-minute period from Tuesday, 11 April 2017 at 14:08 UTC to Friday, 21 April 2017 at 12:48 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 : 174
Unique Edges : 196
Edges With Duplicates : 96
Total Edges : 292
Number of Edge Types : 3
Mentions : 184
Tweet : 99
Replies to : 9
Self-Loops : 99
Reciprocated Vertex Pair Ratio : 0.0728476821192053
Reciprocated Edge Ratio : 0.135802469135802
Connected Components : 61
Single-Vertex Connected Components : 41
Maximum Vertices in a Connected Component : 65
Maximum Edges in a Connected Component : 142
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.424782
Graph Density : 0.00538170221247758
Modularity : 0.553938
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://hbr.org/2017/04/the-first-wave-of-corporate-ai-is-doomed-to-fail
[6] https://www.designmom.com/a-budget-game-for-teens-that-i-totally-made-up-and-maybe-your-kids-will-like-it-too/
[6] https://www.scholarshare.com/help/faq/?q=981
[5] http://www.PAABLE.gov
[4] https://www.virginia529.com/new-savers/benefits/?utm_source=twitter&utm_medium=tweet&utm_campaign=tax_day
[4] http://www.usatoday.com/story/news/nation-now/2015/04/13/10-scrabble-facts-national-scrabble-day/25700725/
[3] http://www.cpbj.com/article/20170417/CPBJ01/170419932/pa-treasury-not-alone-in-ditching-active-money-managers?utm_content=buffer6a875&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.theclassysimplelife.com/financial-clutter/
[3] http://paper.li/freshmanfund/1322785332?edition_id=5c10d110-20a8-11e7-a929-002590a5ba2d
[3] https://www.scholarshare.com/tools/mythbusters/

Top URLs in Tweet in G1:
[2] https://www.acorns.com/invite/E5ZMJK
[1] http://education.14p.in/virginia529-prepaid-_-va-529-college-savings-plan
[1] https://www.instagram.com/p/BSy4VryD0Vp/
[1] https://www.instagram.com/p/BSzGkTijbsv/
[1] https://fb.me/4KlQKOpGD
[1] https://www.facebook.com/StartSmallHomes/photos/a.416440545205953.1073741829.364260390423969/699213823595289/?type=3&theater
[1] https://twitter.com/GLOBIS_Insights/status/852398651422916608
[1] https://fb.me/3EPfXUu8O
[1] https://www.instagram.com/p/BS3FpGph7qY/
[1] https://fb.me/1TQhrYHwJ

Top URLs in Tweet in G2:
[5] http://www.PAABLE.gov
[3] http://www.cpbj.com/article/20170417/CPBJ01/170419932/pa-treasury-not-alone-in-ditching-active-money-managers?utm_content=buffer6a875&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.cpbj.com/article/20170417/CPBJ01/170419932/pa-treasury-not-alone-in-ditching-active-money-managers
[2] http://www.patreasury.gov/?utm_content=buffere2487&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.patreasury.gov/?utm_content=buffer912b0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.wsj.com/articles/indexes-beat-stock-pickers-even-over-15-years-1492039859?emailToken=JRrydf97ZH+ThNM1bcw90lElfqQTTuWET0+SN2zNMUuJrH3eou+73OA4mdax5GSxSFw/vo1B/mM2XyaU2TY7BpfKyu4iwA
[1] http://www.phillyrecord.com/2017/04/pols-on-the-street-stop-beating-up-on-williams/
[1] https://twitter.com/i/web/status/850405174741008385
[1] https://www.usnews.com/news/best-states/pennsylvania/articles/2017-04-10/treasurer-says-hes-moving-1-billion-to-passive-investments
[1] https://twitter.com/PAFinancialReg/status/852178516263219200

Top URLs in Tweet in G3:
[2] http://paper.li/freshmanfund/1322785332?edition_id=85379850-2628-11e7-924f-002590a5ba2d
[2] https://www.nysaves.org/home/tools-resources.html?sf63659140=1
[2] https://commun.it/?aid=thankyou155
[1] http://paper.li/freshmanfund/1322785332?edition_id=5c10d110-20a8-11e7-a929-002590a5ba2d
[1] http://paper.li/freshmanfund/1322785332?edition_id=079fbc60-1f16-11e7-a929-002590a5ba2d
[1] https://www.nysaves.org/home/tools-resources.html?sf63659150=1
[1] https://twitter.com/SenatorsAHL/statuses/852202774628630528
[1] https://www.youtube.com/watch?v=gfSkSij3Ryk&sf63659175=1
[1] https://www.hesc.ny.gov/pay-for-college/military-corner.html?sf63659202=1
[1] https://www.hesc.ny.gov/pay-for-college/financial-aid/types-of-financial-aid.html?sf63659226=1

Top URLs in Tweet in G4:
[4] https://www.virginia529.com/new-savers/benefits/?utm_source=twitter&utm_medium=tweet&utm_campaign=tax_day
[2] http://cavalierteamshop.com/default.aspx?view_in=Mobile
[2] https://twitter.com/ririnsider/status/851567720596242432
[1] https://twitter.com/i/web/status/855136326278156288
[1] https://twitter.com/i/web/status/853956805159989249
[1] https://twitter.com/i/web/status/851891246188699648
[1] https://twitter.com/i/web/status/852622570872606721
[1] https://twitter.com/i/web/status/855056936580128769
[1] http://www.rir.com/Guest-Info/Family-Fun.aspx
[1] https://twitter.com/i/web/status/853327095216427008

Top URLs in Tweet in G5:
[6] https://www.scholarshare.com/help/faq/?q=981
[4] http://www.usatoday.com/story/news/nation-now/2015/04/13/10-scrabble-facts-national-scrabble-day/25700725/
[4] https://www.designmom.com/a-budget-game-for-teens-that-i-totally-made-up-and-maybe-your-kids-will-like-it-too/
[3] http://www.theclassysimplelife.com/financial-clutter/
[2] http://www.financialliteracymonth.com/30Steps/Step22.aspx
[2] https://www.scholarshare.com/
[2] https://www.scholarshare.com/tools/mythbusters/
[1] https://twitter.com/i/web/status/854065952752881665
[1] http://paper.li/FilingTaxes15/1428523603?edition_id=5efcf210-23a9-11e7-802f-0cc47a0d1605
[1] https://twitter.com/i/web/status/852547687387934723

Top URLs in Tweet in G6:
[2] http://paper.li/freshmanfund/1322785332?edition_id=5c10d110-20a8-11e7-a929-002590a5ba2d
[1] https://cc.callinfo.com/registration/?meeting=1lvs8wp43fzrt&campaign=103i0pckbmv21#/
[1] https://twitter.com/i/web/status/852121790390439936
[1] https://www.usnews.com/education/blogs/college-admissions-playbook/articles/2016-04-11/3-last-?platform=hootsuite
[1] https://cc.callinfo.com/registration/?meeting=1s9wgmamolscd&campaign=1wjy9mspta8gm#/
[1] https://www.aboutchet.com/
[1] https://twitter.com/AndyHillMKM/status/853990705613746178
[1] https://www.scholarshare.com/tools/mythbusters/
[1] https://twitter.com/i/web/status/853057789358374912

Top URLs in Tweet in G7:
[9] https://hbr.org/2017/04/the-first-wave-of-corporate-ai-is-doomed-to-fail
[1] https://twitter.com/i/web/status/854956426044821506

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/853293090638929920

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/852912201547567104
[1] https://twitter.com/i/web/status/850339703706591232

Top Domains
Top Domains in Tweet in Entire Graph:
[44] twitter.com
[12] instagram.com
[11] scholarshare.com
[9] hbr.org
[7] paper.li
[6] designmom.com
[5] cpbj.com
[5] paable.gov
[4] nysaves.org
[4] virginia529.com

Top Domains in Tweet in G1:
[12] instagram.com
[11] twitter.com
[4] fb.me
[2] acorns.com
[1] 14p.in
[1] facebook.com
[1] wheretoget.it
[1] mommandy.com

Top Domains in Tweet in G2:
[10] twitter.com
[5] cpbj.com
[5] paable.gov
[4] patreasury.gov
[1] wsj.com
[1] phillyrecord.com
[1] usnews.com
[1] pa.gov
[1] paautism.org
[1] youtube.com

Top Domains in Tweet in G3:
[4] paper.li
[4] nysaves.org
[3] twitter.com
[2] commun.it
[2] ny.gov
[1] youtube.com
[1] cescom.com

Top Domains in Tweet in G4:
[9] twitter.com
[4] virginia529.com
[2] cavalierteamshop.com
[1] rir.com

Top Domains in Tweet in G5:
[10] scholarshare.com
[4] usatoday.com
[4] designmom.com
[3] theclassysimplelife.com
[2] financialliteracymonth.com
[2] twitter.com
[1] paper.li

Top Domains in Tweet in G6:
[3] twitter.com
[2] callinfo.com
[2] paper.li
[1] usnews.com
[1] aboutchet.com
[1] scholarshare.com

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] startsmall
[17] dreambig
[11] strategy
[11] bigdata
[9] ai
[9] portfolio
[9] ml
[8] va529
[7] 529plan
[7] taxday

Top Hashtags in Tweet in G1:
[37] startsmall
[6] dreambig
[4] youngentrepreneur
[4] entrepreneurmindset
[4] addvalue
[3] mizsunshine
[3] mizsunshineent
[3] business
[3] entrepreneur
[2] investing

Top Hashtags in Tweet in G2:
[7] paable
[4] fincapmonth
[1] savings
[1] montcopa

Top Hashtags in Tweet in G3:
[4] 529plan
[4] collegefund
[4] college
[2] followfriday
[2] 529plans
[2] finaid
[2] taxday
[1] nationalscrabbleday
[1] newyork
[1] collegesavings

Top Hashtags in Tweet in G4:
[8] va529
[4] taxday
[2] nationalsiblingsday
[2] tbt

Top Hashtags in Tweet in G5:
[5] scholarshare
[4] nationalscrabbleday
[3] happyeaster
[2] startsmall
[2] collegesavings
[1] taxes
[1] taxday

Top Hashtags in Tweet in G6:
[3] 529plan
[2] collegefund
[1] mythbuster

Top Hashtags in Tweet in G7:
[9] ai
[9] strategy
[9] portfolio
[9] ml
[9] bigdata

Top Hashtags in Tweet in G8:
[3] imaginology

Top Hashtags in Tweet in G9:
[6] smallbiz
[5] startsmall
[4] mke
[3] dreambig

Top Hashtags in Tweet in G10:
[5] startsmall
[4] 4residualinc

Top Words
Top Words in Tweet in Entire Graph:
[161] Words in Sentiment List#1: Positive
[50] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3246] Non-categorized Words
[3457] Total Words
[71] startsmall
[31] scholarshare529
[25] college
[24] virginia529
[22] 529

Top Words in Tweet in G1:
[38] startsmall
[6] dreambig
[5] business
[5] up
[4] small
[4] little
[4] dreams
[4] youngentrepreneur
[4] entrepreneurmindset
[4] addvalue

Top Words in Tweet in G2:
[22] patreasury
[10] joetorsella
[7] passive
[7] paable
[6] great
[6] learn
[6] more
[5] money
[5] investment
[5] save

Top Words in Tweet in G3:
[9] college
[7] ny529direct
[6] s
[5] thanks
[4] latest
[4] dailytop
[4] 529plan
[4] collegefund
[4] news
[4] gt

Top Words in Tweet in G4:
[20] virginia529
[12] free
[10] 529
[10] benefits
[8] va529
[6] freshman
[6] heading
[6] college
[6] fall
[6] learn

Top Words in Tweet in G5:
[24] scholarshare529
[11] scholarshare
[8] 529
[8] fun
[8] game
[8] taxes
[7] s
[7] filing
[6] htt
[6] tips

Top Words in Tweet in G6:
[6] chet529
[6] college
[3] johnsonsnis133
[3] today
[3] more
[3] chet
[3] here
[3] tax
[3] dreaming
[3] big

Top Words in Tweet in G7:
[9] first
[9] wave
[9] corporate
[9] ai
[9] doomed
[9] fail
[9] gt
[9] strategy
[9] portfolio
[9] ml

Top Words in Tweet in G8:
[3] ready
[3] imaginology
[3] next
[3] weekend
[3] special
[3] thanks
[3] sponsors
[3] chrysler
[3] raising_canes
[2] ocfair

Top Words in Tweet in G9:
[8] wwbic
[6] smallbiz
[5] startsmall
[4] biz
[4] likkle
[4] jamayka
[4] set
[4] open
[4] next
[4] week

Top Words in Tweet in G10:
[5] startsmall
[4] greatest
[4] mistakes
[4] nothing
[4] think
[4] little
[4] 4residualinc
[3] gundarsminalgo
[3] http

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[10] learn,more
[9] first,wave
[9] wave,corporate
[9] corporate,ai
[9] ai,doomed
[9] doomed,fail
[9] fail,gt
[9] gt,strategy
[9] strategy,portfolio
[9] portfolio,ml

Top Word Pairs in Tweet in G1:
[4] youngentrepreneur,entrepreneurmindset
[4] entrepreneurmindset,startsmall
[3] dreambig,startsmall
[3] startsmall,addvalue
[3] mizsunshine,mizsunshineent
[3] mizsunshineent,business
[3] business,entrepreneur
[3] entrepreneur,startsmall
[2] college,savings
[2] start,small

Top Word Pairs in Tweet in G2:
[6] learn,more
[5] know,paable
[5] paable,watch
[5] watch,learn
[5] more,patreasury
[4] passive,investing
[4] pennsylvaniaatf,know
[4] patreasury,financialliteracymon
[4] patreasury,offers
[4] offers,tax

Top Word Pairs in Tweet in G3:
[4] latest,dailytop
[4] dailytop,529plan
[4] 529plan,collegefund
[4] collegefund,news
[4] news,thanks
[3] saving,college
[2] thanks,collegeillinois
[2] collegeillinois,529source
[2] learn,more
[2] more,saving

Top Word Pairs in Tweet in G4:
[6] freshman,heading
[6] heading,college
[6] college,fall
[6] fall,learn
[6] learn,use
[6] use,va529
[6] va529,benefits
[6] benefits,next
[6] next,week's
[6] week's,free

Top Word Pairs in Tweet in G5:
[7] filing,taxes
[6] taxes,last
[6] last,minute
[6] minute,roll
[6] roll,ca
[6] ca,return
[6] return,scholarshare
[6] scholarshare,529
[6] 529,account
[6] account,here

Top Word Pairs in Tweet in G6:
[3] dreaming,big
[3] big,sharing
[3] sharing,plans
[3] plans,change
[3] change,world
[3] world,college
[3] college,chet529
[2] learn,more
[2] more,chet
[2] freshmanfund,latest

Top Word Pairs in Tweet in G7:
[9] first,wave
[9] wave,corporate
[9] corporate,ai
[9] ai,doomed
[9] doomed,fail
[9] fail,gt
[9] gt,strategy
[9] strategy,portfolio
[9] portfolio,ml
[9] ml,bigdata

Top Word Pairs in Tweet in G8:
[3] ready,imaginology
[3] imaginology,next
[3] next,weekend
[3] weekend,special
[3] special,thanks
[3] thanks,sponsors
[3] sponsors,chrysler
[3] chrysler,raising_canes
[2] ocfair,ready
[2] raising_canes,scholarshare529

Top Word Pairs in Tweet in G9:
[5] smallbiz,startsmall
[4] wwbic,biz
[4] biz,likkle
[4] likkle,jamayka
[4] jamayka,set
[4] set,open
[4] open,next
[4] next,week
[4] week,mke
[4] mke,wait

Top Word Pairs in Tweet in G10:
[4] greatest,mistakes
[4] mistakes,nothing
[4] nothing,think
[4] think,little
[4] little,startsmall
[4] startsmall,4residualinc
[3] gundarsminalgo,greatest
[3] 4residualinc,http

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@scholarshare529
@virginia529
@patreasury
@diegokuonen
@joetorsella
@ny529direct
@chet529
@pafinancialreg
@pennsylvaniaatf
@wwbic

Top Mentioned in G2:
@patreasury
@joetorsella
@pafinancialreg
@pennsylvaniaatf
@cpbj
@jenni_wentz
@butlereagle
@secwiessmann
@asert_asdnext
@owens_abc27

Top Mentioned in G3:
@ny529direct
@collegeillinois
@529source
@urfinaid
@simons4s
@scholarshare529
@keira
@freshmanfund
@virginia52
@virginia529

Top Mentioned in G4:
@virginia529
@papajohns
@ririnsider
@uvabaseball
@hanoverschools
@virginiasports
@288sportsgroup

Top Mentioned in G5:
@scholarshare529
@giftofcollege
@splitsuit
@jeanwmurray

Top Mentioned in G6:
@chet529
@scholarshare529
@freshmanfund
@saving4college
@johnsonsnis133
@busterlava
@boswell12v

Top Mentioned in G7:
@diegokuonen

Top Mentioned in G8:
@chrysler
@raising_canes
@ocfair
@scholarshare529

Top Mentioned in G9:
@wwbic

Top Mentioned in G10:
@gundarsminalgo

Top Tweeters
Top Tweeters in Entire Graph:
@onahunttoday
@mizsunshinegist
@manu_67_schmitt
@chidambara09
@bonnied87703006
@jkh2
@monicazyoung
@davidiramadan
@rockinmama
@im_x1

Top Tweeters in G1:
@mizsunshinegist
@jkh2
@theretweeterng
@rustycovey
@buildingcincy
@lordmwesh
@drinkwaterh20
@youngshangy
@wendyrosanne
@javiobregon5

Top Tweeters in G2:
@cpbj
@easttowndems
@depasqualepa
@butlereagle
@cflee_psu72
@owens_abc27
@paauditorgen
@jasonsalus
@pafinancialreg
@md_connolly

Top Tweeters in G3:
@getcollege
@inkeetips
@senatorsahl
@ajt
@coveragenotes
@freshmanfund
@simons4s
@path2college529
@529source
@urfinaid

Top Tweeters in G4:
@onahunttoday
@bonnied87703006
@davidiramadan
@papasharmfbi
@papajohns
@ririnsider
@asifskhan757
@uvabaseball
@virginiasports
@workingatmason

Top Tweeters in G5:
@rockinmama
@pattiecordova
@popsicleblog
@lazoo
@splitsuit
@wanderwwonder
@badm_org
@nickhanks4
@scholarshare529
@filingtaxes15

Top Tweeters in G6:
@giftofcollege
@saving4college
@snis_ct
@karenbrenneke
@chet529
@johnsonsnis133
@boswell12v
@msmarneyroberts
@busterlava

Top Tweeters in G7:
@diegokuonen
@pybiandstuff
@billopenmind
@darbuo
@botstefan_
@fluquid_ds
@largeandgrowing

Top Tweeters in G8:
@ymcaoc
@ocfair
@chrysler
@raising_canes
@candcatc

Top Tweeters in G9:
@im_x1
@lofredrich
@adbidtise
@wwbic
@michelledubord

Top Tweeters in G10:
@manu_67_schmitt
@bigbluntnet
@gundarsminalgo
@gbeibiabiamowei