The graph represents a network of 6,282 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, 07 September 2021 at 18:28 UTC.
The requested start date was Tuesday, 07 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 10-hour, 43-minute period from Monday, 30 August 2021 at 13:17 UTC to Tuesday, 07 September 2021 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 : 6282
Unique Edges : 5026
Edges With Duplicates : 11850
Total Edges : 16876
Number of Edge Types : 5
Mentions : 4721
Retweet : 3715
MentionsInRetweet : 5959
Tweet : 2268
Replies to : 213
Self-Loops : 2399
Reciprocated Vertex Pair Ratio : 0.0403016120644826
Reciprocated Edge Ratio : 0.0774806298425394
Connected Components : 1005
Single-Vertex Connected Components : 480
Maximum Vertices in a Connected Component : 3620
Maximum Edges in a Connected Component : 11887
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.109728
Graph Density : 0.000202801807587058
Modularity : 0.465358
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 6,282 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, 07 September 2021 at 18:28 UTC.
The requested start date was Tuesday, 07 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 7-day, 10-hour, 43-minute period from Monday, 30 August 2021 at 13:17 UTC to Tuesday, 07 September 2021 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".
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:
[276] higher,education [236] latest,job [197] #highered,#highereducation [137] learn,more [121] covid,19 [108] #highered,students [108] make,change [103] books,september [103] september,complaint [103] complaint,saranahmed Top Word Pairs in Tweet in G1:
[40] #highered,#highereducation [25] wiringthebrain,vvoikar [25] vvoikar,alepalermo_1 [25] alepalermo_1,roysocchem [25] roysocchem,fabulouslylaura [25] fabulouslylaura,mresmini [23] braincures,do_kinder [22] yldz_cemal,fkuzu79 [20] jeremyfarrar,michelle_cruk [20] michelle_cruk,ukri_ceo Top Word Pairs in Tweet in G2:
[35] #highered,#highereducation [27] #highereducation,#highered [26] higher,education [20] london,greater [19] learn,more [17] #education,#highered [13] #highered,#edtech [12] higher,ed [11] #highered,#education [11] covid,19 Top Word Pairs in Tweet in G3:
[77] #highered,#highereducation [75] higher,education [53] covid,19 [50] #highered,#edtech [46] teaching,person [46] person,wondering [46] wondering,provide [46] provide,remote [46] remote,accommodations [46] accommodations,#highered Top Word Pairs in Tweet in G4:
[28] #highered,institutions [20] #highered,#ransomware [20] #ransomware,attacks [20] attacks,surging [20] surging,cybercriminals [20] cybercriminals,more [20] more,creative [20] creative,wake [20] wake,#hybridlearning [20] #hybridlearning,training Top Word Pairs in Tweet in G5:
[46] chance,someone [42] shoshanahjacobs,dear [35] next,week [34] professor,sitting [34] sitting,front [34] front,syllabus [34] syllabus,asking [34] asking,whether [34] whether,course [34] course,begins Top Word Pairs in Tweet in G6:
[24] today,celebrate [24] celebrate,anniversary [24] anniversary,morrill [24] morrill,act [24] act,1890 [24] 1890,established [24] established,public [24] public,land [24] land,grant [24] grant,#hbcus Top Word Pairs in Tweet in G7:
[102] books,september [102] september,complaint [102] complaint,saranahmed [102] saranahmed,read [102] read,anyone [102] anyone,hoping [102] hoping,make [102] make,change [101] dukepress,books [11] keeping,running Top Word Pairs in Tweet in G8:
[215] latest,job [76] #diversityandinclusion,#inclusiveemployer [71] bppgroup,recruiting [68] job,university [59] job,bpp [58] bpp,education [58] education,group [58] group,bppgroup [54] seeking,recruit [30] #highered,#academictwitter Top Word Pairs in Tweet in G9:
[22] higher,education [7] education,poveyrhonda [7] poveyrhonda,michelle [7] michelle,trudgett [7] rapid,gender [7] gender,impact [7] impact,assessment [7] assessment,australian [7] australian,university [7] university,responses Top Word Pairs in Tweet in G10:
[32] today,#researchtip [30] drpetra,today [12] #researchtip,rankings [12] rankings,manifestation [12] manifestation,toxic [12] toxic,academia [12] academia,utterly [12] utterly,meaningless [12] meaningless,drive [12] drive,bullying 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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