The graph represents a network of 16,642 Twitter users whose recent tweets contained "#education", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 17 May 2020 at 18:35 UTC.
The tweets in the network were tweeted over the 2-day, 2-hour, 11-minute period from Friday, 15 May 2020 at 15:00 UTC to Sunday, 17 May 2020 at 17:12 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 : 16642
Unique Edges : 23410
Edges With Duplicates : 9556
Total Edges : 32966
Number of Edge Types : 5
Retweet : 9492
MentionsInRetweet : 9730
Mentions : 5789
Tweet : 7127
Replies to : 828
Self-Loops : 7449
Reciprocated Vertex Pair Ratio : 0.0237830834721451
Reciprocated Edge Ratio : 0.0464611768959595
Connected Components : 4547
Single-Vertex Connected Components : 2566
Maximum Vertices in a Connected Component : 5921
Maximum Edges in a Connected Component : 17419
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.278702
Graph Density : 7.9894699897691E-05
Modularity : 0.69409
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 16,642 Twitter users whose recent tweets contained "#education", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 17 May 2020 at 18:35 UTC.
The tweets in the network were tweeted over the 2-day, 2-hour, 11-minute period from Friday, 15 May 2020 at 15:00 UTC to Sunday, 17 May 2020 at 17:12 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 : TwitterSearch
Graph Term : #education
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[645] #wisdom,#education [428] #nature,#spirituality [418] #covid19,#coronavirus [412] #חינוך,#science [406] क,ष [361] #coronavirus,#wisdom [356] read,more [354] #kabbalah,#nature [351] #spirituality,#חינוך [342] ask,leaders Top Word Pairs in Tweet in G1:
[179] link,bio [120] check,out [106] click,link [104] 1,zero [104] zero,being [83] #education,job [82] #education,#learning [61] once,interest [61] interest,connect [61] connect,heart Top Word Pairs in Tweet in G2:
[342] ask,leaders [342] leaders,make [337] make,#behavioralscience [280] #behavioralscience,core [275] core,#education [161] scalarhumanity,ask [154] #education,scalarhumanity [94] #indiedev,#cloud [94] #cloud,#100daysofcode [92] #learning,#education Top Word Pairs in Tweet in G3:
[212] very,bad [179] rahulgandhi,incindia [177] incindia,incrajasthan [106] incrajasthan,please [106] please,take [106] take,action [106] action,situation [106] situation,very [106] bad,#rajasthan [106] #rajasthan,#vocational Top Word Pairs in Tweet in G4:
[79] covid,19 [66] gt,gt [56] ty,mt [54] #ai,#robotics [54] #robotics,#education [54] #education,robot [54] robot,limits [54] limits,mashable [54] mashable,ty [54] mt,chboursin Top Word Pairs in Tweet in G5:
[150] #education,#schoolsreopening [139] #coronavirus,#covid19 [138] #covid19,#covidiots [138] #borisjohnson,#borishasfailedbritain [137] #covidiots,#borisjohnson [137] #borishasfailedbritain,#education [137] #schoolsreopening,#eton [137] #eton,#harrow [137] #harrow,#torygenocide [137] #torygenocide,#tory Top Word Pairs in Tweet in G6:
[75] schools,reopen [72] start,now [71] 3,phase [71] phase,policy [71] policy,roadmap [70] planning,better [70] better,future [70] future,#education [70] #education,start [70] now,governments Top Word Pairs in Tweet in G7:
[624] #wisdom,#education [422] #nature,#spirituality [405] #חינוך,#science [359] #covid19,#coronavirus [356] #coronavirus,#wisdom [349] #kabbalah,#nature [345] #spirituality,#חינוך [283] #education,#kabbalah [278] #covidexplained,#saturdaymotivation [278] #saturdaymotivation,#saturdaythoughts Top Word Pairs in Tweet in G8:
[165] best,quote [165] quote,today [165] today,s [165] s,government [165] government,briefing [165] briefing,t [165] t,imagine [165] imagine,child [165] child,want [165] want,eat Top Word Pairs in Tweet in G9:
[336] police,brutality [168] except,hk [168] hk,#legislature [168] #legislature,authority [168] authority,being [168] being,subverted [168] subverted,#education [168] #education,being [168] being,mainlandized [168] mainlandized,young Top Word Pairs in Tweet in G10:
[50] répertoire,#jeux [50] #jeux,société [50] société,ligne [50] ligne,jeux [50] jeux,mots [50] mots,dessin [50] dessin,déduction [50] déduction,etc [50] etc,liens [50] liens,actifs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: