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(college savings) OR #collegesavings OR #PutSavingsOnYourMind OR (529 plan) OR #PA529Plan OR #529Pla
(college savings) OR #collegesavings OR #PutSavingsOnYourMind OR (529 plan) OR #PA529Plan OR #529Pla
From:
Harald Meier
Uploaded on:
April 21, 2017
Short Description:
(college savings) OR #collegesavings OR #PutSavingsOnYourMind OR (529 plan) OR #PA529Plan OR #529Plan OR #PA529 OR PATreasury via NodeXL http://bit.ly/2otxR5n
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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 : 55
Unique Edges : 54
Edges With Duplicates : 0
Total Edges : 54
Number of Edge Types : 2
Tweet : 12
Mentions : 42
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 13
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 35
Maximum Edges in a Connected Component : 35
Maximum Geodesic Distance (Diameter) : 2
Average Geodesic Distance : 1.847604
Graph Density : 0.0141414141414141
Modularity : 0.465706
NodeXL Version : 1.0.1.379

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[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
[1] https://www.parentmail.co.uk/blog/astor-college-saves-5000-year-parentmail?platform=hootsuite
[1] https://twitter.com/dopexteen1/status/850965427295596544
[1] http://parentingsquad.com/7-things-you-need-to-know-about-opening-a-college-savings-plan
[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] https://www.perfectbrite.com/blog/529-plan-mismatches/
[1] http://www.smartmoney.com/personal-finance/college-planning/college-savings-plans-cut-fees/?cid=1228
[1] http://www.seedma.org/
[1] http://www.cnbc.com/2017/04/20/use-this-rule-to-save-for-your-kids-college-education.html

Top URLs in Tweet in G2:
[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

Top URLs in Tweet in G3:
[1] http://www.cnbc.com/2017/04/20/use-this-rule-to-save-for-your-kids-college-education.html

Top URLs in Tweet in G4:
[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 G6:
[1] http://www.seedma.org/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5] college
[2] collegesavings
[2] seedma
[1] edtech
[1] edchat
[1] actualidad
[1] realestate
[1] lasvegas



Top Hashtags in Tweet in G2:
[2] collegesavings
[1] realestate
[1] lasvegas
[1] college
[1] actualidad
[1] edtech
[1] edchat

Top Hashtags in Tweet in G3:
[4] college

Top Hashtags in Tweet in G6:
[2] seedma

Top Words
Top Words in Tweet in Entire Graph:
[131] Words in Sentiment List#1: Positive
[37] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[1040] Non-categorized Words
[1208] Total Words
[88] college
[51] savings
[36] spent
[35] sons
[35] yesjulz

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:
[7] college
[5] savings
[4] plan
[2] 529
[2] using
[2] collegesavings
[2] 3

Top Words in Tweet in G3:
[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 G4:
[4] student
[4] savings
[4] work
[4] against
[4] college
[4] financial
[4] aid
[4] eligibility
[3] usnewseducation

Top Words in Tweet in G6:
[2] seedma
[2] ma's
[2] first
[2] college
[2] savings
[2] program
[2] available
[2] monson
[2] worcester
[2] kindergartners

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[39] 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:
[2] college,savings

Top Word Pairs in Tweet in G3:
[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 G4:
[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 G6:
[2] seedma,ma's
[2] ma's,first
[2] first,college
[2] college,savings
[2] savings,program
[2] program,available
[2] available,monson
[2] monson,worcester
[2] worcester,kindergartners
[2] kindergartners,learn

Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@mccarrenbill
@gma
@spendlesstv
@scottandrewh
@gregoriatravels
@punkbeds
@ogxfrvnk
@samwyman_
@mexicanmamba93
@thejimfonggroup

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

Top Tweeters in G2:
@spendlesstv
@gregoriatravels
@thejimfonggroup
@torusgsm
@car_detailer
@cuccos_
@leadthechangetc
@parentmail

Top Tweeters in G3:
@mccarrenbill
@jeanchatzky
@billelward
@marthaholler

Top Tweeters in G4:
@usnewseducation
@dannyhollinger
@dlsdsuper
@mrssamtm

Top Tweeters in G5:
@gma
@scottandrewh

Top Tweeters in G6:
@masstreasury
@the4thstate