The graph represents a network of 4,627 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 21 January 2019 at 15:55 UTC.
The requested start date was Monday, 21 January 2019 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 5-day, 6-hour, 49-minute period from Monday, 14 January 2019 at 18:03 UTC to Sunday, 20 January 2019 at 00:53 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 : 4627
Unique Edges : 5424
Edges With Duplicates : 2216
Total Edges : 7640
Number of Edge Types : 3
Tweet : 1660
Mentions : 5823
Replies to : 157
Self-Loops : 1660
Reciprocated Vertex Pair Ratio : 0.0385820603211908
Reciprocated Edge Ratio : 0.0742975674146709
Connected Components : 679
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 2903
Maximum Edges in a Connected Component : 5335
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.763963
Graph Density : 0.000247751617860579
Modularity : 0.665045
NodeXL Version : 1.0.1.408
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[273] edtech,edchat [250] edchat,education [222] learn,state [213] edchat,edtech [178] check,out [129] making,sure [126] much,more [112] more,effectively [112] sure,people [111] actually,learn Top Word Pairs in Tweet in G1:
[186] learn,state [98] much,more [94] more,effectively [93] actually,learn [93] state,positive [93] positive,emotion [93] emotion,much [93] effectively,learn [93] state,negative [93] negative,emotion Top Word Pairs in Tweet in G2:
[23] education,edchat [20] edtech,edchat [19] edchat,edtech [13] edchat,education [11] check,out [10] learn,more [9] edchat,highered [7] don,t [7] find,out [7] recommend,anyone Top Word Pairs in Tweet in G3:
[79] edtech,edchat [38] edchat,edtech [34] elearning,mlearning [20] check,out [19] edchat,k12 [18] project,based [18] teachers,participate [17] pblchat,edchat [16] based,learning [16] having,hard Top Word Pairs in Tweet in G4:
[77] edchat,education [72] education,edtech [72] edtech,elearning [72] elearning,k12 [66] cultofpedagogy,edchat [63] 9,alternative [63] alternative,professional [63] professional,development [63] development,structures [63] structures,cultofpedagogy Top Word Pairs in Tweet in G5:
[49] report,cards [14] edchat,topic [13] topic,tomorrow [13] tomorrow,superintendent [13] superintendent,issued [13] issued,statement [13] statement,more [13] dr_roselle,bernimoreno [12] more,report [12] join,edchat Top Word Pairs in Tweet in G6:
[30] image,kidsdeserveit [30] kidsdeserveit,shared [30] shared,hundreds [30] hundreds,thousands [30] thousands,times [30] times,thanks [30] thanks,teachers [30] teachers,love [29] mradamwelcome,image [29] love,encourag Top Word Pairs in Tweet in G7:
[70] real,life [69] tough,kids [67] kids,1 [36] life,struggles [35] 5,relationship [35] relationship,building [35] building,tips [35] tips,tough [35] 1,lead [35] lead,w Top Word Pairs in Tweet in G8:
[27] research,based [27] edutopia,edchat [26] five,research [26] based,tips [26] tips,decorating [26] decorating,classroom [26] classroom,edutopia [25] draalston,five [10] spatial,reasoning [7] check,out Top Word Pairs in Tweet in G9:
[39] lessons,need [39] need,kick [39] kick,start [39] start,today [39] today,here [39] here,12 [39] 12,outside [39] outside,box [39] box,lesson [39] lesson,planning Top Word Pairs in Tweet in G10:
[107] making,sure [106] sure,people [59] isn,t [53] great,leadership [53] leadership,isn [53] t,making [53] people,doing [53] doing,jobs [53] jobs,s [53] s,making Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Mentioned in Entire Graph:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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