The graph represents a network of 2,450 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, 19 November 2022 at 01:33 UTC.
The requested start date was Saturday, 19 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 94-day, 23-hour, 50-minute period from Monday, 01 August 2022 at 00:16 UTC to Friday, 04 November 2022 at 00:07 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 : 2450
Unique Edges : 1255
Edges With Duplicates : 12206
Total Edges : 13461
Number of Edge Types : 5
Mentions : 926
Retweet : 5316
MentionsInRetweet : 5855
Tweet : 1344
Replies to : 20
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.0263979562872552
Reciprocated Edge Ratio : 0.0514380530973451
Connected Components : 98
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 2232
Maximum Edges in a Connected Component : 13093
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.409957
Graph Density : 0.000602661644486296
Modularity : 0.234105
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 2,450 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, 19 November 2022 at 01:33 UTC.
The requested start date was Saturday, 19 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 94-day, 23-hour, 50-minute period from Monday, 01 August 2022 at 00:16 UTC to Friday, 04 November 2022 at 00:07 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 [727] 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:
[698] amazing,resource [698] resource,science [698] understand,roots [698] science,teachers [698] believe,teaching [698] teachers,believe [698] teaching,students [698] roots,prefixes [698] students,understand [698] pretty,amazing Top Word Pairs in Tweet in G2:
[448] #scichat,#scicomm [219] #stem,#scichat [184] praxis,science [180] science,outreach [169] 'science,smarts' [168] smarts',column [164] latest,praxis [164] outreach,'science [157] medicine,news [143] #science,#scichat Top Word Pairs in Tweet in G3:
[187] audio,show [165] science,pawdcast [146] pawdcast,podcast [146] love,audio [146] show,science [146] love,tweet [146] podcast,sites [146] tweet,love [146] sites,main [82] bunsenbernerbmd,love Top Word Pairs in Tweet in G4:
[162] tables,elements [162] periodic,tables [160] make,science [112] tcea,explore [111] science,bit [111] more,interactive [111] elements,make [111] explore,bookmark [111] bit,more [111] bookmark,periodic Top Word Pairs in Tweet in G5:
[211] #d123,#edchat [210] #edchat,#edtech [174] #edtech,#cpchat [161] #cpchat,#elemchat [157] #sschat,#scichat [147] #elemchat,#mschat [138] #mschat,#hschat [136] #hschat,#ntchat [136] #pblchat,#apchat [136] #ntchat,#pblchat Top Word Pairs in Tweet in G6:
[68] newspaper,clipping [47] create,custom [34] clipping,generator [34] custom,newspaper [34] name,date [34] clipping,paper [34] paper,name [34] generator,create [31] date,hea [31] ericcurts,newspaper Top Word Pairs in Tweet in G7:
[15] #literacy,#scichat [14] #edleadership,#edtech [14] #k12,#learning [14] #learning,#edleadership [13] #engchat,#literacy [13] #edchat,#k12 [12] #edtech,#engchat [11] #scichat,#mathchat [10] #mathchat,#edreform [3] lake,worth Top Word Pairs in Tweet in G8:
[19] stanys,conference [12] nov,7th [11] #scichat,#scied [10] hotel,oct [10] #stanys22,#scichat [10] 159,night [10] syracuse,downtown [10] 3rd,released [10] marriott,syracuse [10] downtown,159 Top Word Pairs in Tweet in G9:
[29] weather,reporting [25] seesaw,class [24] weather,folder [24] set,seesaw [24] level,weather [24] create,weather [24] class,create [23] record,video [17] folder,record [17] reporting,routine Top Word Pairs in Tweet in G10:
[7] #mathchat,#edchat [7] online,classroom [7] florence,nightingale [7] #scichat,#mathchat [7] data,visualization [7] changed,data [7] nightingale,changed [7] visualization,forever [7] forever,#scichat [7] find,free Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: