The graph represents a network of 2,482 Twitter users whose recent tweets contained "#leadupchat", 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 Saturday, 09 March 2019 at 17:28 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 22-minute period from Wednesday, 27 February 2019 at 20:45 UTC to Saturday, 09 March 2019 at 17:07 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 : 2482
Unique Edges : 3282
Edges With Duplicates : 1238
Total Edges : 4520
Self-Loops : 710
Reciprocated Vertex Pair Ratio : 0.0343684051854085
Reciprocated Edge Ratio : 0.0664529291751676
Connected Components : 94
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 2233
Maximum Edges in a Connected Component : 4132
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.688407
Graph Density : 0.000557175711880883
Modularity : 0.596031
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[825] students,come [825] come,school [825] school,lot [825] lot,more [825] more,realize [825] realize,lead [825] lead,empathy [825] empathy,good [825] good,things [817] jeffhiseredu,students Top Word Pairs in Tweet in G1:
[776] students,come [776] come,school [776] school,lot [776] lot,more [776] more,realize [776] realize,lead [776] lead,empathy [776] empathy,good [776] good,things [775] jeffhiseredu,students Top Word Pairs in Tweet in G2:
[230] showing,powerful [118] don,t [115] jeffhiseredu,don [115] t,inspire [115] inspire,people [115] people,showing [115] powerful,showing [115] powerful,mgrosstaylor [115] mgrosstaylor,edchat [47] join,sunday Top Word Pairs in Tweet in G3:
[47] students,want [46] teacher,someone [45] want,principal [45] principal,teacher [45] someone,listens [45] listens,encourages [45] encourages,find [44] drneilgupta,students [44] find,thei [26] don,t Top Word Pairs in Tweet in G4:
[16] weleaded,edchat [15] edleaders,leadupchat [15] weleaded,leadership [15] hey,ascd [15] ascd,empower19 [15] empower19,fam [15] fam,look [15] look,forward [15] forward,joining [15] joining,professionaldevelopment Top Word Pairs in Tweet in G5:
[80] sundayfunday,double [80] double,entry [80] entry,day [80] day,empowereducon [80] empowereducon,coming [80] coming,houston [80] houston,155 [80] 155,days [80] days,countdown [80] countdown,mode Top Word Pairs in Tweet in G6:
[35] never,give [35] give,up [35] up,kid [35] kid,kidsdeserveit [35] kidsdeserveit,wednesdaythoughts [34] mradamwelcome,never [17] don,t [15] t,know [15] know,re [15] re,doing Top Word Pairs in Tweet in G7:
[64] favorite,chapter [64] chapter,far [64] far,essential [64] essential,truths [64] truths,principals [64] principals,steelethoughts [64] steelethoughts,toddwhitaker [64] toddwhitaker,need [64] need,little [63] teripendley,favorite Top Word Pairs in Tweet in G8:
[33] don,t [32] important,want [32] want,don [32] t,allow [32] allow,present [32] present,expectations [32] expectations,give [32] give,grace [32] grace,compassion [31] teachchoice,important Top Word Pairs in Tweet in G9:
[7] leadupchat,edchat [5] satchat,leadupchat [5] edchat,leadupchat [4] leadlap,leadupchat [4] daily,conversation [4] conversation,report [4] report,ready [4] ready,leadupchat [3] don,t [3] good,morning Top Word Pairs in Tweet in G10:
[21] d123,edchat [21] edchat,edtech [16] edtech,cpchat [15] restorative,justice [15] justice,school [15] school,overview [15] overview,interview [15] interview,mrsmall215 [15] mrsmall215,rjleaguechat [15] rjleaguechat,edchat Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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: