The graph represents a network of 4,468 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, 25 November 2019 at 09:53 UTC.
The requested start date was Monday, 25 November 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 1-day, 20-hour, 39-minute period from Thursday, 21 November 2019 at 14:33 UTC to Saturday, 23 November 2019 at 11:13 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 : 4468
Unique Edges : 4988
Edges With Duplicates : 1797
Total Edges : 6785
Number of Edge Types : 3
Tweet : 1544
Replies to : 58
Mentions : 5183
Self-Loops : 1544
Reciprocated Vertex Pair Ratio : 0.0418118466898955
Reciprocated Edge Ratio : 0.0802675585284281
Connected Components : 686
Single-Vertex Connected Components : 295
Maximum Vertices in a Connected Component : 2650
Maximum Edges in a Connected Component : 4282
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.121121
Graph Density : 0.000239696699500705
Modularity : 0.691204
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,468 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, 25 November 2019 at 09:53 UTC.
The requested start date was Monday, 25 November 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 1-day, 20-hour, 39-minute period from Thursday, 21 November 2019 at 14:33 UTC to Saturday, 23 November 2019 at 11:13 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 : edchat
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:
[226] #edtech,#edchat [204] brianmendler,response [203] response,make [203] make,right [203] right,make [203] make,yourself [203] yourself,believe [190] one,class [189] administrator,teach [189] teach,one Top Word Pairs in Tweet in G1:
[183] administrator,teach [183] teach,one [183] one,class [183] class,principal [183] principal,superintendent [183] superintendent,etc [183] etc,know [182] fixingeducation,administrator [121] far,better [120] retain,teachers Top Word Pairs in Tweet in G2:
[80] help,people [80] people,identify [80] identify,#emotions [80] #emotions,understand [80] understand,influence [80] influence,feelings [79] mindshiftkqed,help [78] feelings,aspects [76] aspects,li [46] feelings,messages Top Word Pairs in Tweet in G3:
[30] #education,#edchat [24] #edtech,#edchat [14] #edchat,#edtech [12] #ukedchat,#edchat [12] ed,tech [12] tech,news [11] #edchat,#education [11] #edtech,#education [8] #edchat,#schools [7] #edutwitter,#edchat Top Word Pairs in Tweet in G4:
[36] #ditchbook,#edchat [21] nat'l,council [20] big,national [20] national,conferences [20] conferences,today [20] today,follow [20] follow,twitter [20] twitter,#ncss19 [20] #ncss19,nat'l [20] council,social Top Word Pairs in Tweet in G5:
[195] brianmendler,response [194] response,make [194] make,right [194] right,make [194] make,yourself [194] yourself,believe [8] shoutout,educators [6] educators,view [6] view,hallway [6] hallway,duty Top Word Pairs in Tweet in G6:
[48] #edtech,#edchat [37] #elearning,#mlearning [27] #edchat,#edtech [27] education,big [27] big,mistakes [27] mistakes,virtual [27] virtual,education [27] education,#elearning [24] #mlearning,#onlinelearning [20] eraser,education Top Word Pairs in Tweet in G7:
[128] #sel,#everyday [128] #everyday,#edchat [127] selearningedu,#sel [11] #scchat,#edchat [4] #plaea,#edchat [3] sccounselor92,#scchat [3] #edchat,#scchat [3] #edchat,#teachers [3] stressfreekids,selearningedu [2] stressfreekids,sccounselor92 Top Word Pairs in Tweet in G8:
[19] #education,#edchat [17] #edchat,#k12 [15] accurate,grades [15] grades,#assessment [15] #assessment,#k12 [15] #k12,#feedback [15] #feedback,#edchat [14] cultofpedagogy,accurate [11] 12,ways [11] ways,teachers Top Word Pairs in Tweet in G9:
[15] student,needs [15] needs,belong [15] belong,connect [15] connect,one [15] one,teacher [15] teacher,one [15] one,adult [15] adult,building [15] building,day [15] day,powerful Top Word Pairs in Tweet in G10:
[20] #iasb74,#edchat [20] #edchat,#edreform [18] #edreform,#edpolicy [18] #edchat,#educhat [16] #edpolicy,#edcolo [15] mcleod,sirkenrobinson [11] reducing,stress [11] stress,comes [11] comes,difficult [11] difficult,conversations Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G8:
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:
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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 G10: