The graph represents a network of 3,450 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, 28 November 2022 at 11:40 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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 6-day, 15-hour, 24-minute period from Friday, 18 November 2022 at 17:48 UTC to Friday, 25 November 2022 at 09:12 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 : 3450
Unique Edges : 1819
Edges With Duplicates : 7913
Total Edges : 9732
Number of Edge Types : 5
Retweet : 2985
MentionsInRetweet : 3628
Mentions : 1567
Tweet : 1508
Replies to : 44
Self-Loops : 1621
Reciprocated Vertex Pair Ratio : 0.0347782258064516
Reciprocated Edge Ratio : 0.0672187043351193
Connected Components : 447
Single-Vertex Connected Components : 220
Maximum Vertices in a Connected Component : 2341
Maximum Edges in a Connected Component : 7538
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.072001
Graph Density : 0.000345069564376988
Modularity : 0.395986
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 3,450 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, 28 November 2022 at 11:40 UTC.
The requested start date was Monday, 28 November 2022 at 01:01 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 6-day, 15-hour, 24-minute period from Friday, 18 November 2022 at 17:48 UTC to Friday, 25 November 2022 at 09:12 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 : 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:
[309] #education,#edchat [274] brain,blast [273] #edchat,#k12 [241] #edchat,#edtech [172] leeannjung,students [167] #edtech,#edchat [155] strategies,designed [155] additudemag,#education [155] students,adhd [155] special,education Top Word Pairs in Tweet in G1:
[152] #education,#edchat [146] designed,students [146] students,adhd [146] adhd,additudemag [146] additudemag,#education [146] 20,#learning [146] #learning,strategies [146] strategies,designed [145] tcea,20 [90] ton,additional Top Word Pairs in Tweet in G2:
[156] leeannjung,students [131] students,belong [131] special,education [118] education,students [116] students,students [113] students,ieps [112] belong,teacher [112] ieps,special [106] foundation,practices [106] practices,put Top Word Pairs in Tweet in G3:
[65] #education,#edchat [64] #edtech,#edchat [34] students,learn [31] check,#edtech [30] #edchat,#edtech [30] #edchat,#k12 [28] truck,iblock [28] design,specialty [28] learn,more [28] specialty,truck Top Word Pairs in Tweet in G4:
[27] #edchat,#elemchat [26] #langarts,#ela [22] #mschat,#hschat [22] #mradampe,#pegeeks [22] #elemchat,#middlechat [22] #pechat,#googleei [22] #physed,#pechat [22] #middlechat,#mschat [20] #googleei,#googleet [20] #pegeeks,#physed Top Word Pairs in Tweet in G5:
[205] brain,blast [155] #edchat,#k12 [120] #classroom,#differentiation [120] centers,stations [120] effective,classroom [120] stations,brain [120] #differentiation,#edchat [120] classroom,centers [120] blast,#classroom [120] create,effective Top Word Pairs in Tweet in G6:
[35] 5es,instructional [35] instructional,model [34] put,#blendedlearning [34] online,learning [34] aspects,person [34] model,combine [34] #blendedlearning,spin [34] combine,best [34] best,aspects [34] spin,5es Top Word Pairs in Tweet in G7:
[117] #edchat,#edtech [79] #aussieed,#edchat [72] #edtech,#homeschool [65] #homeschool,#homeschooling [64] #science,#nqtchat [61] #ukedchat,#science [54] #edchat,#aqascience [50] #ittchat,#aussieed [50] #nqtchat,#ittchat [41] #aqascience,#revision Top Word Pairs in Tweet in G8:
[14] #filmoftheweek,gabby [14] gabby,giffords [14] back,down [13] giffords,back [12] aftunion,aftteach [10] share,product [10] #edchat,#parents [10] down,independent [10] independent,learning [10] product,#filmoftheweek Top Word Pairs in Tweet in G9:
[22] edutopia,mindshiftkqed [22] #sped,edutopia [22] links,11 [22] #edtech,#education [22] #education,#mzteachuh [22] #edchat,#edtech [22] #mzteachuh,#sped [21] education,links [20] mindshiftkqed,understoodorg [20] teachthoughtpd,educationdive Top Word Pairs in Tweet in G10:
[146] fall,apart [73] sometimes,tacos [73] plan,fall [73] tacos,fall [73] fixingeducation,teachers [73] teachers,okay [73] okay,lesson [73] love,#edchat [73] still,love [73] apart,still Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: