The graph represents a network of 2,479 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 Saturday, 26 November 2022 at 01:34 UTC.
The requested start date was Saturday, 26 November 2022 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 108-day, 6-hour, 46-minute period from Monday, 08 August 2022 at 18:08 UTC to Friday, 25 November 2022 at 00:54 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 : 2479
Unique Edges : 1264
Edges With Duplicates : 12429
Total Edges : 13693
Number of Edge Types : 5
MentionsInRetweet : 5877
Mentions : 996
Retweet : 5404
Tweet : 1391
Replies to : 25
Self-Loops : 2044
Reciprocated Vertex Pair Ratio : 0.0274631936579841
Reciprocated Edge Ratio : 0.0534582529622486
Connected Components : 93
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 2275
Maximum Edges in a Connected Component : 13366
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.438342
Graph Density : 0.000590757357769753
Modularity : 0.228015
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,479 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 Saturday, 26 November 2022 at 01:34 UTC.
The requested start date was Saturday, 26 November 2022 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 108-day, 6-hour, 46-minute period from Monday, 08 August 2022 at 18:08 UTC to Friday, 25 November 2022 at 00:54 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:
[730] students,understand [726] science,teachers [721] teaching,students [720] understand,roots [720] teachers,believe [720] pretty,amazing [720] believe,teaching [720] amazing,resource [720] resource,science [716] roots,prefixes Top Word Pairs in Tweet in G1:
[697] understand,roots [697] believe,teaching [697] students,understand [697] science,teachers [697] teachers,believe [697] roots,prefixes [697] teaching,students [697] pretty,amazing [697] amazing,resource [697] resource,science Top Word Pairs in Tweet in G2:
[239] #scichat,#scicomm [238] #stem,#scichat [196] praxis,science [192] science,outreach [180] 'science,smarts' [179] smarts',column [175] latest,praxis [175] outreach,'science [168] medicine,news [153] column,medicine Top Word Pairs in Tweet in G3:
[161] periodic,tables [161] make,science [161] tables,elements [110] tcea,explore [108] bit,more [108] explore,bookmark [108] bookmark,periodic [108] science,bit [108] more,interactive [108] elements,make Top Word Pairs in Tweet in G4:
[170] science,pawdcast [170] audio,show [148] show,science [148] tweet,love [148] pawdcast,podcast [148] sites,main [148] love,audio [148] podcast,sites [148] love,tweet [84] bunsenbernerbmd,love Top Word Pairs in Tweet in G5:
[181] #scichat,#scicomm [20] board,directors [18] ncse's,friend [18] recipient,ncse's [17] member,ncse's [17] ncse's,board [13] years,ago [13] friend,darwin [13] mark,calendar [13] calendar,register Top Word Pairs in Tweet in G6:
[200] #d123,#edchat [198] #edchat,#edtech [173] #edtech,#cpchat [164] #cpchat,#elemchat [153] #elemchat,#mschat [147] #mschat,#hschat [145] #pblchat,#apchat [145] #sschat,#scichat [145] #ntchat,#pblchat [145] #hschat,#ntchat Top Word Pairs in Tweet in G7:
[14] #literacy,#scichat [13] #k12,#learning [13] #edleadership,#edtech [13] #edchat,#k12 [13] #learning,#edleadership [12] #engchat,#literacy [11] #edtech,#engchat [10] #scichat,#mathchat [9] #mathchat,#edreform [3] help,ms Top Word Pairs in Tweet in G8:
[65] #edchat,#k12 [47] american,school [42] forsan,american [42] #k12,#learning [31] #edleadership,#edtech [30] #edtech,#engchat [29] prepare,students [28] artemis,sls [28] #engchat,#literacy [28] #fas,#edchat Top Word Pairs in Tweet in G9:
[17] #sschat,#scichat [12] #scicomm,#openscience [11] multilinguals,#mschat [11] #educoach,larryferlazzo [11] #scichat,#engchat [11] teach,academic [11] content,multilinguals [11] #engchat,#educoach [11] #mschat,#sschat [11] academic,content Top Word Pairs in Tweet in G10:
[17] weather,reporting [15] gr,#steam [14] seesaw,class [13] weather,folder [13] set,seesaw [13] level,weather [13] create,weather [13] 7th,gr [13] class,create [12] folder,record Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: