The graph represents a network of 4,255 Twitter users whose tweets in the requested range contained "highered", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 08 April 2019 at 19:22 UTC.
The requested start date was Monday, 08 April 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 3-day, 6-hour, 7-minute period from Thursday, 04 April 2019 at 17:52 UTC to Monday, 08 April 2019 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
Vertices : 4255
Unique Edges : 5385
Edges With Duplicates : 2252
Total Edges : 7637
Number of Edge Types : 3
Tweet : 1601
Mentions : 5893
Replies to : 143
Self-Loops : 1601
Reciprocated Vertex Pair Ratio : 0.0428741564112743
Reciprocated Edge Ratio : 0.0822230681385611
Connected Components : 738
Single-Vertex Connected Components : 326
Maximum Vertices in a Connected Component : 2221
Maximum Edges in a Connected Component : 5026
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.760022
Graph Density : 0.000290263894850882
Modularity : 0.661989
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[182] higher,education [121] affordable,college [119] #college,#collegetalk [113] studying,#humanities [113] #humanities,become [113] become,joke [113] joke,increasingly [113] increasingly,hiring [113] hiring,managers [113] managers,want Top Word Pairs in Tweet in G1:
[53] #highered,#edtech [53] higher,education [33] #highered,#edchat [30] #edtech,#highered [29] #highered,#collegebound [27] higher,ed [27] #highered,#highereducation [24] #highered,#collegewriting [22] #highereducation,#highered [22] #collegewriting,#homeworkhelp Top Word Pairs in Tweet in G2:
[23] part,time [23] #facultysuccess,#highered [21] #highered,#highereducation [18] associate,part [18] time,instructor [17] instructor,pool [17] pool,2018 [16] oceanside,ca [16] santa,clara [15] check,out Top Word Pairs in Tweet in G3:
[17] sam,houston [17] houston,state [17] state,university [17] university,houston [10] #txlege,#highered [9] leadership,forum [9] senate,approves [9] approves,plans [9] plans,sam [9] houston,texas Top Word Pairs in Tweet in G4:
[114] affordable,college [104] college,textbook [104] textbook,act [80] bill,expand [80] expand,use [80] use,awareness [80] awareness,#oer [64] congress,bill [63] act,reintroduced [63] reintroduced,congress Top Word Pairs in Tweet in G5:
[112] studying,#humanities [112] #humanities,become [112] become,joke [112] joke,increasingly [112] increasingly,hiring [112] hiring,managers [112] managers,want [112] want,those [112] those,skills [111] mindshiftkqed,studying Top Word Pairs in Tweet in G6:
[15] diana,oblinger [15] executive,forum [15] check,out [14] #elive19,#highered [14] lee,congdon [14] higher,education [12] #highered,#cio [11] oblinger,president [11] president,emeritus [11] emeritus,educause Top Word Pairs in Tweet in G7:
[23] work,reauthorizing [23] reauthorizing,#highered [23] #highered,act [23] act,reverse [23] reverse,betsydevosed's [23] betsydevosed's,harmful [23] harmful,steps [23] steps,make [23] make,meaningful [23] meaningful,progress Top Word Pairs in Tweet in G8:
[17] 2018,#highered [14] low,income [14] income,students [13] today,9 [13] 9,percent [13] percent,low [13] students,college [13] college,degree [13] degree,age [13] age,24 Top Word Pairs in Tweet in G9:
[84] gender,bias [84] bias,teaching [84] teaching,evaluations [84] evaluations,driven [84] driven,male [84] male,students [84] students,evaluations [84] evaluations,larger [84] larger,mathematical [84] mathematical,courses Top Word Pairs in Tweet in G10:
[42] #highered,#highereducation [29] #elearning,#mlearning [26] #universidad,#university [20] #tech,#technology [20] enredes,redes [20] redes,análisis [20] análisis,narrativas [20] narrativas,ciberacoso [20] ciberacoso,educación [20] educación,superior Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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