The graph represents a network of 6,342 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 10:44 UTC.
The requested start date was Monday, 11 October 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 3-day, 7-hour, 36-minute period from Thursday, 07 October 2021 at 16:24 UTC to Monday, 11 October 2021 at 00:01 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 : 6342
Unique Edges : 5955
Edges With Duplicates : 11511
Total Edges : 17466
Number of Edge Types : 5
Retweet : 4463
MentionsInRetweet : 7129
Tweet : 2097
Mentions : 3502
Replies to : 275
Self-Loops : 2182
Reciprocated Vertex Pair Ratio : 0.0358526059533031
Reciprocated Edge Ratio : 0.0692233735711997
Connected Components : 1001
Single-Vertex Connected Components : 511
Maximum Vertices in a Connected Component : 4062
Maximum Edges in a Connected Component : 14169
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.992034
Graph Density : 0.000232776028579853
Modularity : 0.487756
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,342 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 October 2021 at 10:44 UTC.
The requested start date was Monday, 11 October 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 3-day, 7-hour, 36-minute period from Thursday, 07 October 2021 at 16:24 UTC to Monday, 11 October 2021 at 00:01 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 : edtech
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:
[335] edtech,startup [164] #edtech,#edchat [149] #edtech,#education [145] shah,rukh [145] rukh,khan [144] softbank,backed [142] backed,korean [142] brand,ambassador [139] #edchat,#edtech [139] advertisements,featuring Top Word Pairs in Tweet in G1:
[93] #edtech,#education [85] #edchat,#edtech [81] #education,#edtech [62] #edtech,#edtechchat [53] find,more [44] #edtech,#edchat [42] #byjus,#edtech [40] more,opportunities [40] opportunities,co [38] activity,pack Top Word Pairs in Tweet in G2:
[131] tcea,digital [92] digital,citizenship [89] citizenship,week [89] week,before [89] before,know [89] know,10 [89] 10,things [89] things,students [89] students,know [89] know,digital Top Word Pairs in Tweet in G3:
[79] edtech,startup [59] softbank,backed [58] korean,edtech [58] riiid,acquires [57] backed,korean [57] startup,riiid [57] acquires,langoo [57] langoo,expands [57] expands,japan [51] #byjus,#edtech Top Word Pairs in Tweet in G4:
[16] low,consumption [16] consumption,led [16] led,bulb [16] bulb,once [16] once,plugged [16] plugged,addition [16] addition,lighting [16] lighting,room [16] room,plugged [16] plugged,broadcasts Top Word Pairs in Tweet in G5:
[114] jeancastex,jmblanquer [109] jmblanquer,vidalfrederique [95] reseau_canope,honoré [95] honoré,par [95] par,visite [95] visite,jeancastex [95] vidalfrederique,valorisation [95] valorisation,#tne [95] #tne,equipement [94] reseau_canope,reseau_canope Top Word Pairs in Tweet in G6:
[137] edtech,startup [136] watch,edtech [136] startup,byjus [136] byjus,stopped [136] stopped,advertisements [136] advertisements,featuring [136] featuring,brand [136] brand,ambassador [136] ambassador,shah [136] shah,rukh Top Word Pairs in Tweet in G7:
[6] goes,live [6] next,week [6] justaguy_lt,happy2hostedu [6] happy2hostedu,rondelle10_b [6] rondelle10_b,techntel4u [6] techntel4u,loveree [6] marikalecointe,rro_edtech [6] rro_edtech,urban_teacher [5] urban_teacher,nordianwobu [5] nordianwobu,deeubaka Top Word Pairs in Tweet in G8:
[108] digital,leadership [108] leadership,much [108] much,more [108] more,simply [108] simply,implementing [108] implementing,technology [108] technology,schools [108] schools,pleasure [108] pleasure,share [108] share,experience Top Word Pairs in Tweet in G9:
[77] knowledge,available [77] available,free [77] keen,learn [76] dmuthuk,one [76] one,side [76] side,knowledge [76] free,those [76] those,keen [76] learn,side [76] side,edtech Top Word Pairs in Tweet in G10:
[65] imagine,going [65] going,large [65] large,website [65] website,amazon [65] amazon,similar [65] similar,each [65] each,owned [65] owned,different [65] different,person [65] person,freely Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: