The graph represents a network of 1,594 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, 10 January 2021 at 00:40 UTC.
The requested start date was Saturday, 09 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 69-day, 0-hour, 19-minute period from Sunday, 01 November 2020 at 00:18 UTC to Saturday, 09 January 2021 at 00:37 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 : 1594
Unique Edges : 995
Edges With Duplicates : 5469
Total Edges : 6464
Number of Edge Types : 5
Retweet : 2077
MentionsInRetweet : 2579
Mentions : 783
Tweet : 1008
Replies to : 17
Self-Loops : 1162
Reciprocated Vertex Pair Ratio : 0.0399422521655438
Reciprocated Edge Ratio : 0.0768162887552059
Connected Components : 169
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 1148
Maximum Edges in a Connected Component : 5742
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.026875
Graph Density : 0.000851041373764297
Modularity : 0.295504
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 1,594 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, 10 January 2021 at 00:40 UTC.
The requested start date was Saturday, 09 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 69-day, 0-hour, 19-minute period from Sunday, 01 November 2020 at 00:18 UTC to Saturday, 09 January 2021 at 00:37 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:
[330] #scichat,#scicomm [165] #science,#scichat [148] praxis,'science [148] 'science,smarts' [148] smarts',column [137] climate,change [126] covid,19 [113] #scichat,#stem [109] #climatechange,#scichat [80] nasa,#scichat Top Word Pairs in Tweet in G1:
[232] #scichat,#scicomm [95] climate,change [85] #climatechange,#scichat [32] mark,calendar [31] calendar,register [28] michaelemann,#climatechange [26] 00,eastern [24] #evolution,#scichat [23] online,00 [23] ncse,mark Top Word Pairs in Tweet in G2:
[148] praxis,'science [148] 'science,smarts' [148] smarts',column [106] #science,#scichat [91] covid,19 [76] column,medicinehatnews [76] #scichat,#scicomm [64] latest,praxis [61] #scichat,#stem [57] column,#medhat Top Word Pairs in Tweet in G3:
[69] #sschat,#mathchat [41] #scichat,#ngsschat [38] teach,content [38] content,vocabulary [38] vocabulary,english [38] english,learners [38] learners,tankhuynh [38] tankhuynh,#ellchat [38] #ellchat,#ell [38] #ell,#esl Top Word Pairs in Tweet in G4:
[26] #scichat,#edchat [25] #science,#scichat [23] #scichat,#sponsored [21] put,candle [21] candle,far [21] far,away [21] away,cool [21] cool,#science [19] weareteachers,put [14] exactly,kind Top Word Pairs in Tweet in G5:
[11] #educhat,#ukedchat [10] #ukedchat,#teachers [8] #teachers,#teacherworkload [7] #teacherworkload,#teacherwellbeing [7] #education,#students [7] #students,#school [7] #school,#teacher [6] #teacher,#teacherlife [6] #schoolcuts,#nqtchat [6] #nqtchat,#ntchat Top Word Pairs in Tweet in G6:
[31] day,ticket [29] chance,win [29] win,free [29] free,#aseconf2021 [29] #aseconf2021,ticket [29] ticket,winners [29] winners,tickets [29] tickets,refunded [29] refunded,value [29] value,1x Top Word Pairs in Tweet in G7:
[39] start,vedajunction [39] vedajunction,classroom [39] classroom,pilot [39] pilot,become [39] become,champion [39] champion,teaching [39] teaching,#k12 [39] #k12,#edtech [39] #edtech,#edchat [39] #edchat,#mlearning Top Word Pairs in Tweet in G8:
[16] study,geography [16] geography,essential [16] essential,comprehension [16] comprehension,world [16] world,works [16] works,leverage [16] leverage,tips [16] tips,jim [15] natgeoeducation,study [15] jim,mc Top Word Pairs in Tweet in G9:
[16] #scichat,#scicomm [7] #scicomm,#scichat [5] #chemistry,#physics [5] #science,#scicomm [5] #scitlap,#scichat [4] free,#chemistry [4] #physics,cartoons [4] cartoons,made [4] made,enjoy [4] enjoy,know Top Word Pairs in Tweet in G10:
[26] #mathchat,#scichat [24] #class,#lrnchat [24] #lrnchat,#education [24] #education,#mathchat [23] #edtech,#edchat [21] #ukedchat,#edtech [21] #edtech,#class [19] #scichat,#engchat [19] #engchat,#nqtchat [16] #middlechat,#mschat Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
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:
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: