The graph represents a network of 4,675 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 Tuesday, 18 February 2020 at 04:09 UTC.
The requested start date was Tuesday, 18 February 2020 at 01:01 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 2-day, 20-hour, 51-minute period from Tuesday, 11 February 2020 at 15:55 UTC to Friday, 14 February 2020 at 12:47 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 : 4675
Unique Edges : 5650
Edges With Duplicates : 1979
Total Edges : 7629
Number of Edge Types : 4
MentionsInRetweet : 3786
Mentions : 2254
Tweet : 1440
Replies to : 149
Self-Loops : 1440
Reciprocated Vertex Pair Ratio : 0.0516682554814109
Reciprocated Edge Ratio : 0.0982596084118927
Connected Components : 839
Single-Vertex Connected Components : 333
Maximum Vertices in a Connected Component : 2069
Maximum Edges in a Connected Component : 4117
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.194805
Graph Density : 0.000252437537040724
Modularity : 0.705561
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 4,675 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 Tuesday, 18 February 2020 at 04:09 UTC.
The requested start date was Tuesday, 18 February 2020 at 01:01 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 2-day, 20-hour, 51-minute period from Tuesday, 11 February 2020 at 15:55 UTC to Friday, 14 February 2020 at 12:47 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : highered
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[324] ve,always [324] always,proud [324] proud,president [324] president,someone [324] someone,spent [324] spent,adult [324] adult,life [324] life,academia [324] academia,one [324] one,busts Top Word Pairs in Tweet in G1:
[17] higher,education [12] #highered,#highereducation [11] #education,#highered [11] great,fit [10] #highered,#edtech [10] latest,job [10] job,opening [9] #highereducation,#highered [9] #highered,#edchat [8] #highered,institutions Top Word Pairs in Tweet in G2:
[323] ve,always [323] always,proud [323] proud,president [323] president,someone [323] someone,spent [323] spent,adult [323] adult,life [323] life,academia [323] academia,one [323] one,busts Top Word Pairs in Tweet in G3:
[44] 2018,#highered [42] #highered,#edtech [27] higher,education [25] #edtech,#highered [24] #highered,#highereducation [19] big,data [19] higher,ed [16] submit,proposal [16] thesmoothfactor,amyredfearn [14] #edtech,#education Top Word Pairs in Tweet in G4:
[61] higher,education [57] education,incarcerated [51] imaginablefut,luminafound [47] incarcerated,saves [47] saves,money [47] money,lack [47] lack,coordination [47] coordination,agencies [47] agencies,corrections [47] corrections,higher Top Word Pairs in Tweet in G5:
[13] higher,ed [9] join,paulquinntigers [9] paulquinntigers,president [9] president,michaelsorrell [9] michaelsorrell,#proctorpowerlunch [9] #proctorpowerlunch,lecture [9] lecture,entitled [9] entitled,growing [9] growing,roses [9] professional,reading Top Word Pairs in Tweet in G6:
[14] silent,sam [13] median,income [13] income,families [13] families,led [13] 35,outstanding [13] outstanding,women [12] read,one [12] one,#highered [12] #highered,tweet [12] tweet,today Top Word Pairs in Tweet in G7:
[10] 1979,student [10] student,work [10] work,amounted [10] amounted,part [10] part,time [10] time,summer [10] summer,job [10] job,pay [10] pay,tuition [10] tuition,costs Top Word Pairs in Tweet in G8:
[26] gaps,#highered [25] closing,equity [25] equity,gaps [25] #highered,requires [25] requires,focus [25] focus,policies [25] policies,practices [25] practices,promote [25] promote,access [25] access,success Top Word Pairs in Tweet in G9:
[14] higher,education [13] #highered,#globaled [8] branches,world [7] world,class [7] #highered,#africaed [7] timeshighered,#highered [6] education,minister [6] minister,agrees [6] agrees,push [6] push,allow Top Word Pairs in Tweet in G10:
[8] registration,open [8] academic,#esports [8] #esports,conference [8] conference,expo [8] expo,great [8] great,discounts [8] discounts,those [7] those,sign [7] sign,early [6] open,academic Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: