The graph represents a network of 2,044 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 January 2021 at 00:46 UTC.
The requested start date was Saturday, 02 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 23-hour, 41-minute period from Thursday, 01 October 2020 at 00:02 UTC to Friday, 01 January 2021 at 23:43 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 : 2044
Unique Edges : 1378
Edges With Duplicates : 7683
Total Edges : 9061
Number of Edge Types : 5
Mentions : 1076
MentionsInRetweet : 3643
Retweet : 2912
Tweet : 1409
Replies to : 21
Self-Loops : 1656
Reciprocated Vertex Pair Ratio : 0.0411552346570397
Reciprocated Edge Ratio : 0.0790568654646325
Connected Components : 222
Single-Vertex Connected Components : 98
Maximum Vertices in a Connected Component : 1474
Maximum Edges in a Connected Component : 8123
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.927276
Graph Density : 0.000690630887963578
Modularity : 0.277961
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,044 Twitter users whose tweets in the requested range contained "scichat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 January 2021 at 00:46 UTC.
The requested start date was Saturday, 02 January 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 92-day, 23-hour, 41-minute period from Thursday, 01 October 2020 at 00:02 UTC to Friday, 01 January 2021 at 23:43 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 : scichat
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:
[450] #scichat,#scicomm [213] #science,#scichat [213] climate,change [206] praxis,'science [206] 'science,smarts' [206] smarts',column [167] covid,19 [161] #climatechange,#scichat [144] #scichat,#stem [110] nasa,#scichat Top Word Pairs in Tweet in G1:
[344] #scichat,#scicomm [140] climate,change [124] #climatechange,#scichat [55] mark,calendar [40] ncse,mark [37] calendar,register [31] 00,eastern [28] michaelemann,#climatechange [28] #evolution,#scichat [26] #covid,19 Top Word Pairs in Tweet in G2:
[198] praxis,'science [198] 'science,smarts' [198] smarts',column [136] #science,#scichat [119] covid,19 [102] praxismedhat,praxis [94] #scichat,#stem [94] column,medicinehatnews [89] column,#medhat [87] #scichat,#scicomm Top Word Pairs in Tweet in G3:
[64] #edtech,#edchat [35] start,vedajunction [35] vedajunction,classroom [35] classroom,pilot [35] pilot,become [35] become,champion [35] champion,teaching [35] teaching,#k12 [35] #k12,#edtech [35] #edchat,#mlearning Top Word Pairs in Tweet in G4:
[85] #sschat,#mathchat [41] #scichat,#ngsschat [38] #engchat,#sschat [38] teach,content [38] content,vocabulary [38] vocabulary,english [38] english,learners [38] learners,tankhuynh [38] tankhuynh,#ellchat [38] #ellchat,#ell Top Word Pairs in Tweet in G5:
[13] #educhat,#ukedchat [12] #ukedchat,#teachers [9] #teachers,#teacherworkload [9] #education,#students [8] #science,#scichat [8] #teacherworkload,#teacherwellbeing [8] #students,#school [8] #school,#teacher [8] #schoolcuts,#nqtchat [8] #nqtchat,#ntchat Top Word Pairs in Tweet in G6:
[33] #scichat,#sponsored [29] #science,#scichat [23] #scichat,#edchat [19] lab,problem [19] problem,#scichat [19] #scichat,#scienceed [19] #scienceed,#sponsored [16] weareteachers,lab [15] exactly,kind [15] kind,feel Top Word Pairs in Tweet in G7:
[16] #tlchat,#sschat [15] study,geography [15] geography,essential [15] essential,comprehension [15] comprehension,world [15] world,works [15] works,leverage [15] leverage,tips [15] tips,jim [15] #primarysources,#tlchat Top Word Pairs in Tweet in G8:
[17] learn,more [15] news,update [14] nsta,#engage20 [11] doemiso,nasa [11] #twigsciencereporter,news [10] #scichat,#stem [10] #scied,#scichat [9] nasa,#scichat [9] live,demos [9] join,contessa Top Word Pairs in Tweet in G9:
[20] #edchat,#scichat [9] based,learning [8] lesson,plan [7] #scichat,#pblchat [7] lake,project [7] #educatorexplorer,chat [6] asked,comment [6] comment,bear [6] bear,rrwwwaaarr [6] rrwwwaaarr,#edchat Top Word Pairs in Tweet in G10:
[29] day,ticket [28] thease,ase [27] chance,win [27] win,free [27] free,#aseconf2021 [27] #aseconf2021,ticket [27] ticket,winners [27] winners,tickets [27] tickets,refunded [27] refunded,value Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
Top Replied-To in G9:
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:
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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: