The graph represents a network of 2,245 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, 10 December 2022 at 01:36 UTC.
The requested start date was Saturday, 10 December 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 116-day, 9-hour, 56-minute period from Sunday, 14 August 2022 at 13:13 UTC to Thursday, 08 December 2022 at 23:10 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 : 2245
Unique Edges : 1339
Edges With Duplicates : 12253
Total Edges : 13592
Number of Edge Types : 5
Retweet : 5305
MentionsInRetweet : 5758
Mentions : 1038
Tweet : 1464
Replies to : 27
Self-Loops : 2171
Reciprocated Vertex Pair Ratio : 0.0292168674698795
Reciprocated Edge Ratio : 0.0567749487854843
Connected Components : 103
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 2023
Maximum Edges in a Connected Component : 13207
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.47978
Graph Density : 0.000678274954444219
Modularity : 0.210497
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,245 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, 10 December 2022 at 01:36 UTC.
The requested start date was Saturday, 10 December 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 116-day, 9-hour, 56-minute period from Sunday, 14 August 2022 at 13:13 UTC to Thursday, 08 December 2022 at 23:10 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:
[431] #scichat,#scicomm [389] students,understand [385] science,teachers [380] teaching,students [379] understand,roots [379] teachers,believe [379] pretty,amazing [379] believe,teaching [379] amazing,resource [379] resource,science Top Word Pairs in Tweet in G1:
[378] #scichat,#scicomm [186] #stem,#scichat [142] #science,#scichat [110] climate,change [83] years,ago [70] praxis,science [69] science,outreach [65] smarts',column [65] 'science,smarts' [64] latest,praxis Top Word Pairs in Tweet in G2:
[359] amazing,resource [359] resource,science [359] understand,roots [359] science,teachers [359] believe,teaching [359] teachers,believe [359] teaching,students [359] roots,prefixes [359] students,understand [359] pretty,amazing Top Word Pairs in Tweet in G3:
[171] science,pawdcast [171] audio,show [149] show,science [149] tweet,love [149] pawdcast,podcast [149] sites,main [149] love,audio [149] podcast,sites [149] love,tweet [85] bunsenbernerbmd,love Top Word Pairs in Tweet in G4:
[146] praxis,science [143] science,outreach [135] 'science,smarts' [134] smarts',column [131] latest,praxis [131] outreach,'science [128] medicine,news [117] column,medicine [92] #stem,#scichat [63] icymi,latest Top Word Pairs in Tweet in G5:
[150] tables,elements [150] periodic,tables [150] make,science [105] tcea,explore [102] science,bit [102] more,interactive [102] elements,make [102] explore,bookmark [102] bit,more [102] bookmark,periodic Top Word Pairs in Tweet in G6:
[217] #d123,#edchat [215] #edchat,#edtech [188] #edtech,#cpchat [174] #cpchat,#elemchat [162] #elemchat,#mschat [153] #mschat,#hschat [152] #hschat,#ntchat [152] #pblchat,#apchat [152] #ntchat,#pblchat [152] #suptchat,#libchat Top Word Pairs in Tweet in G7:
[66] newspaper,clipping [46] create,custom [39] winter,activities [39] activities,build [39] tree,winter [39] build,snowman [39] decorate,tree [39] googley,winter [39] winter,poetry [39] snowman,decorate Top Word Pairs in Tweet in G8:
[26] #edleadership,#edtech [26] #learning,#edleadership [16] #literacy,#scichat [14] #k12,#learning [14] #edchat,#k12 [13] #engchat,#literacy [12] #edtech,#engchat [12] due,paper [12] desire,essay [12] greatest,desire Top Word Pairs in Tweet in G9:
[12] #scicomm,#openscience [10] #scichat,#scicomm [7] #openscience,#scichat [6] #science,#election2022 [5] #openscience,#stem [5] #psychology,#cdnpoli [4] science,gop [4] gop,unqualified [4] #cdnsci,#scichat [4] unqualified,represent Top Word Pairs in Tweet in G10:
[19] stanys,conference [12] nov,7th [11] #scichat,#scied [10] oct,3rd [10] downtown,159 [10] #stanys22,#scichat [10] 3rd,released [10] 127th,stanys [10] hotel,oct [10] syracuse,downtown Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Replied-To in G10:
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: