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PA Treasury Query 1 Twitter
PA Treasury Query 1 Twitter
From:
Harald Meier
Uploaded on:
April 21, 2017
Short Description:
529plan via NodeXL http://bit.ly/2otMi9u
@bbwslayer666
@freshmanfund
@ohio529plan
@giftofcollege
@alert_investor
@college_savings

Description:
Description
The graph represents a network of 55 Twitter users whose recent tweets contained "(college savings) OR #collegesavings OR #PutSavingsOnYourMind OR (529 plan) OR #PA529Plan OR #529Plan OR #PA529 OR PATreasury", 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 12:40 UTC.

The tweets in the network were tweeted over the 18-hour, 6-minute period from Thursday, 20 April 2017 at 17:59 UTC to Friday, 21 April 2017 at 12:05 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 : 91
Unique Edges : 40
Edges With Duplicates : 167
Total Edges : 207
Number of Edge Types : 2
Mentions : 149
Tweet : 58
Self-Loops : 58
Reciprocated Vertex Pair Ratio : 0.0465116279069767
Reciprocated Edge Ratio : 0.0888888888888889
Connected Components : 17
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 79
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.195702
Graph Density : 0.010989010989011
Modularity : 0.404082
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.thealertinvestor.com/giving-it-the-college-try-5-things-every-family-should-know-about-529-plans/
[5] http://tdwealth.net/checked-retirement-plan-lately/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[4] http://paper.li/freshmanfund/1322785332?edition_id=5c10d110-20a8-11e7-a929-002590a5ba2d
[4] https://www.usnews.com/education/best-colleges/paying-for-college/articles/2015/10/21/weigh-the-pros-cons-of-having-your-children-help-save-for-college?src=usn_tw
[3] http://paper.li/freshmanfund/1322785332?edition_id=85379850-2628-11e7-924f-002590a5ba2d
[3] http://tdwealth.net/beyond-traditional-asset-classes-exploring-alternatives-alts-investing-financialplanning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] http://tdwealth.net/529-college-savings-plans-529plans-collegesavings-tuition/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] http://tdwealth.net/handling-market-volatility-investing-financialplanning-volatility/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] http://paper.li/freshmanfund/1322785332?edition_id=303f7950-2496-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=079fbc60-1f16-11e7-a929-002590a5ba2d

Top URLs in Tweet in G2:
[4] http://paper.li/freshmanfund/1322785332?edition_id=5c10d110-20a8-11e7-a929-002590a5ba2d
[3] http://paper.li/freshmanfund/1322785332?edition_id=85379850-2628-11e7-924f-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=ddda1320-2303-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=31dd3c40-1fdf-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=04b8feb0-23cd-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=5ae18760-255f-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=b152ca50-223a-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=079fbc60-1f16-11e7-a929-002590a5ba2d
[2] http://paper.li/freshmanfund/1322785332?edition_id=303f7950-2496-11e7-a929-002590a5ba2d
[2] https://giftofcollege.com/529-Tools/

Top URLs in Tweet in G3:
[2] https://www.collegeadvantage.com/blog/blog-detail/posts/2017/04/10/nyse-closed-on-good-friday-collegeadvantage-will-be-open
[1] https://twitter.com/i/web/status/855174759201595396
[1] https://www.collegeadvantage.com/blog/blog-detail/posts/2016/10/21/can-others-contribute-to-a-529-plan
[1] https://twitter.com/i/web/status/854371538639998977
[1] https://twitter.com/i/web/status/854454556322869250
[1] https://www.usnews.com/education/best-colleges/paying-for-college/articles/2016-02-10/dos-donts-for-using-college-savings-withdrawals?src=usn_tw

Top URLs in Tweet in G4:
[1] http://www.smartmoney.com/personal-finance/college-planning/college-savings-plans-cut-fees/?cid=1228
[1] https://www.perfectbrite.com/blog/529-plan-mismatches/
[1] http://www.mylasvegashomesearch.com/search/results/?city=Las+Vegas&community=all&type=res&type=con&list_price_min=50000&list_price_max=all&area_min=all&beds_min=all&baths_min=all&view=all&year_built_min=all&short_sale=all&foreclosure=all&gated_comm=all&pool=all&age_restricted_community=all&garage_spaces_min=all&bldg_desc=all
[1] http://parentingsquad.com/7-things-you-need-to-know-about-opening-a-college-savings-plan
[1] https://twitter.com/dopexteen1/status/850965427295596544
[1] https://www.parentmail.co.uk/blog/astor-college-saves-5000-year-parentmail?platform=hootsuite
[1] http://matteroftax.belfint.com/saving-for-your-childs-education/
[1] http://matteroftax.belfint.com/saving-for-your-childs-education/?utm_content=buffer34483&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[1] http://www.collegesavings.org/maximizing-the-tax-benefits-of-529-plans/
[1] https://www.usnews.com/education/best-colleges/the-short-list-college/articles/2017-03-07/10-colleges-that-charge-the-least-for-room-and-board
[1] http://plans.collegesavings.org/viewState.aspx
[1] https://twitter.com/i/web/status/852907046949146624
[1] http://www.collegesavings.org/what-is-529/

Top URLs in Tweet in G6:
[1] http://www.cnbc.com/2017/04/20/use-this-rule-to-save-for-your-kids-college-education.html

Top URLs in Tweet in G7:
[4] https://www.usnews.com/education/best-colleges/paying-for-college/articles/2015/10/21/weigh-the-pros-cons-of-having-your-children-help-save-for-college?src=usn_tw

Top URLs in Tweet in G8:
[4] https://www.thealertinvestor.com/giving-it-the-college-try-5-things-every-family-should-know-about-529-plans/
[1] https://twitter.com/i/web/status/855128184278396929
[1] https://twitter.com/i/web/status/852980279006212096

Top URLs in Tweet in G9:
[2] http://www.momseveryday.com/flint-saginaw/Michigan_Educational_Trust_402520576.html?utm_content=buffer15321&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/855040931988373504

Top URLs in Tweet in G10:
[5] http://tdwealth.net/checked-retirement-plan-lately/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] http://tdwealth.net/handling-market-volatility-investing-financialplanning-volatility/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] http://tdwealth.net/beyond-traditional-asset-classes-exploring-alternatives-alts-investing-financialplanning/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[3] http://tdwealth.net/529-college-savings-plans-529plans-collegesavings-tuition/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost

Top Domains
Top Domains in Tweet in Entire Graph:
[22] paper.li
[14] tdwealth.net
[9] twitter.com
[6] usnews.com
[5] thealertinvestor.com
[4] giftofcollege.com
[3] collegesavings.org
[3] collegeadvantage.com
[2] belfint.com
[2] momseveryday.com

Top Domains in Tweet in G2:
[22] paper.li
[4] giftofcollege.com
[1] oregoncollegesavings.com
[1] twitter.com
[1] thealertinvestor.com
[1] linkedin.com
[1] scholarshare.com
[1] savingforcollege.com

Top Domains in Tweet in G3:
[3] twitter.com
[3] collegeadvantage.com
[1] usnews.com

Top Domains in Tweet in G4:
[2] belfint.com
[1] smartmoney.com
[1] perfectbrite.com
[1] mylasvegashomesearch.com
[1] parentingsquad.com
[1] twitter.com
[1] co.uk

Top Domains in Tweet in G5:
[3] collegesavings.org
[1] usnews.com
[1] twitter.com

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

Top Domains in Tweet in G7:
[4] usnews.com

Top Domains in Tweet in G8:
[4] thealertinvestor.com
[2] twitter.com

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

Top Domains in Tweet in G10:
[14] tdwealth.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[69] 529plan
[22] collegefund
[15] college
[13] investing
[11] retirement
[10] 529plans
[10] planning
[9] collegesavings
[8] estateplanning
[5] wednesdaywisdom



Top Hashtags in Tweet in G2:
[30] 529plan
[22] collegefund
[7] 529plans
[5] wednesdaywisdom
[3] giftofcollege
[2] collegecost
[2] books
[2] collegesavings
[2] financialaid
[2] college

Top Hashtags in Tweet in G3:
[15] 529plan
[5] cbj
[3] nyse
[2] collegesavings
[2] cbjvspit
[1] parents
[1] bluejacketsnhl
[1] marchon

Top Hashtags in Tweet in G4:
[3] college
[2] collegesavings
[2] 529plan
[1] realestate
[1] lasvegas
[1] actualidad
[1] edtech
[1] edchat

Top Hashtags in Tweet in G5:
[5] 529plan
[2] taxday
[2] dormlife
[1] easterweekend
[1] didyouknow
[1] financialliteracymonth

Top Hashtags in Tweet in G6:
[4] college

Top Hashtags in Tweet in G9:
[3] 529plan
[2] savingforcollege

Top Hashtags in Tweet in G10:
[14] 529plan
[13] investing
[11] retirement
[10] planning
[8] estateplanning
[6] college
[5] retiremen
[5] benefits
[3] financialplanning
[3] vola

Top Words
Top Words in Tweet in Entire Graph:
[173] Words in Sentiment List#1: Positive
[40] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[2070] Non-categorized Words
[2283] Total Words
[107] college
[69] 529plan
[58] savings
[36] spent
[35] sons

Top Words in Tweet in G1:
[70] college
[35] spent
[35] sons
[35] savings
[35] yesjulz
[35] meet
[35] greet
[35] fuck
[35] lol
[35] community

Top Words in Tweet in G2:
[30] 529plan
[22] latest
[22] dailytop
[22] collegefund
[22] news
[18] thanks
[7] saving4college
[7] giftofcollege
[7] 529plans
[6] college

Top Words in Tweet in G3:
[15] 529plan
[8] visit
[7] ohio529plan
[7] ohio
[7] bluejacketsnhl
[7] game
[7] 4
[6] ask
[6] ohio's
[6] hey

Top Words in Tweet in G4:
[9] college
[5] savings
[4] plan
[4] saving
[3] plans
[2] 529
[2] using
[2] collegesavings
[2] 3
[2] re

Top Words in Tweet in G5:
[5] 529plan
[2] happy
[2] taxday
[2] tax
[2] week
[2] savings
[2] used
[2] room
[2] board
[2] usnews

Top Words in Tweet in G6:
[4] figuring
[4] out
[4] much
[4] save
[4] kid's
[4] future
[4] college
[4] try
[4] multiplying
[4] age

Top Words in Tweet in G7:
[4] student
[4] savings
[4] work
[4] against
[4] college
[4] financial
[4] aid
[4] eligibility
[3] usnewseducation

Top Words in Tweet in G8:
[4] giving
[4] college
[4] try
[4] here
[4] 5
[4] things
[4] family
[4] know
[4] 529
[4] plans

Top Words in Tweet in G9:
[3] 529plan
[2] learn
[2] met
[2] works
[2] robin
[2] lott
[2] momseveryday
[2] savingforcollege

Top Words in Tweet in G10:
[14] 529plan
[13] investing
[11] retirement
[10] planning
[8] estateplanning
[6] college
[5] checked
[5] plan
[5] lately
[5] retiremen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[44] college,savings
[35] spent,sons
[35] sons,college
[35] savings,yesjulz
[35] yesjulz,meet
[35] meet,greet
[35] greet,fuck
[35] fuck,lol
[35] lol,community
[35] community,college

Top Word Pairs in Tweet in G1:
[35] spent,sons
[35] sons,college
[35] college,savings
[35] savings,yesjulz
[35] yesjulz,meet
[35] meet,greet
[35] greet,fuck
[35] fuck,lol
[35] lol,community
[35] community,college

Top Word Pairs in Tweet in G2:
[22] latest,dailytop
[22] dailytop,529plan
[22] 529plan,collegefund
[22] collegefund,news
[18] news,thanks
[5] thanks,saving4college
[3] thanks,collegeillinois
[3] news,529plans
[3] saving4college,scholarshare529
[3] freshmanfund,latest

Top Word Pairs in Tweet in G3:
[7] game,4
[6] ohio,529plan
[6] ohio's,529plan
[6] hey,bluejacketsnhl
[6] bluejacketsnhl,fans
[6] blue,line
[5] fans,heading
[5] heading,cbj's
[5] cbj's,game
[5] 4,visit

Top Word Pairs in Tweet in G4:
[2] college,savings
[2] re,saving
[2] saving,child
[2] child,s
[2] s,college
[2] college,education
[2] types,saving
[2] saving,plans
[2] plans,available
[2] available,529plan

Top Word Pairs in Tweet in G5:
[2] 529plan,savings
[2] savings,used
[2] used,room
[2] room,board
[2] board,usnews
[2] usnews,lists
[2] lists,schools
[2] schools,offer
[2] offer,cheapest
[2] cheapest,dormlife

Top Word Pairs in Tweet in G6:
[4] figuring,out
[4] out,much
[4] much,save
[4] save,kid's
[4] kid's,future
[4] future,college
[4] college,try
[4] try,multiplying
[4] multiplying,age
[4] age,2k

Top Word Pairs in Tweet in G7:
[4] student,savings
[4] savings,work
[4] work,against
[4] against,college
[4] college,financial
[4] financial,aid
[4] aid,eligibility
[3] usnewseducation,student

Top Word Pairs in Tweet in G8:
[4] giving,college
[4] college,try
[4] try,here
[4] here,5
[4] 5,things
[4] things,family
[4] family,know
[4] know,529
[4] 529,plans
[2] alert_investor,giving

Top Word Pairs in Tweet in G9:
[2] learn,met
[2] met,works
[2] works,robin
[2] robin,lott
[2] lott,momseveryday
[2] momseveryday,529plan
[2] 529plan,savingforcollege

Top Word Pairs in Tweet in G10:
[10] investing,planning
[7] estateplanning,investing
[6] planning,retirement
[5] checked,retirement
[5] retirement,plan
[5] plan,lately
[5] lately,retiremen
[5] retiremen,529plan
[5] 529plan,benefits
[5] benefits,estateplanning

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bbwslayer666
@ohio529plan
@saving4college
@bluejacketsnhl
@scholarshare529
@path2college529
@college_savings
@giftofcollege
@529source
@collegeillinois

Top Mentioned in G1:
@bbwslayer666

Top Mentioned in G2:
@saving4college
@scholarshare529
@path2college529
@giftofcollege
@ohio529plan
@collegeillinois
@529source
@freshmanfund
@college_savings
@higheredutah

Top Mentioned in G3:
@ohio529plan
@bluejacketsnhl
@uofcincyalumni
@deborahziff
@usnews

Top Mentioned in G5:
@usnews
@college_savings

Top Mentioned in G6:
@jeanchatzky

Top Mentioned in G7:
@usnewseducation

Top Mentioned in G8:
@alert_investor

Top Mentioned in G9:
@momseveryday
@setwithmet

Top Mentioned in G10:
@tdwealthnet

Top Tweeters
Top Tweeters in Entire Graph:
@mccarrenbill
@gma
@spendlesstv
@usnews
@bluejacketsnhl
@bubbabarber77
@scottandrewh
@tdwealthnet
@gregoriatravels
@punkbeds

Top Tweeters in G1:
@punkbeds
@ogxfrvnk
@samwyman_
@mexicanmamba93
@an1suh
@trigosolorio
@totobarrr
@lefraicheboi
@gioisabeast
@newbalancenate

Top Tweeters in G2:
@getcollege
@yourteenmag
@giftofcollege
@saving4college
@higheredutah
@freshmanfund
@path2college529
@529source
@oregoncsp
@scholarshare529

Top Tweeters in G3:
@bluejacketsnhl
@bubbabarber77
@firstlookequity
@uofcincyalumni
@loveecbj
@ohio529plan
@deborahziff
@walstonsgirl
@heathermpena

Top Tweeters in G4:
@spendlesstv
@gregoriatravels
@thejimfonggroup
@torusgsm
@car_detailer
@cuccos_
@leadthechangetc
@parentmail
@belfintcpas

Top Tweeters in G5:
@usnews
@college_savings
@uesp
@martinez_jugu

Top Tweeters in G6:
@mccarrenbill
@jeanchatzky
@billelward
@marthaholler

Top Tweeters in G7:
@usnewseducation
@dannyhollinger
@dlsdsuper
@mrssamtm

Top Tweeters in G8:
@alert_investor
@finrafoundation
@jessi0103

Top Tweeters in G9:
@jptull
@momseveryday
@setwithmet

Top Tweeters in G10:
@tdwealthnet
@bluechip48