The graph represents a network of 2,453 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, 03 December 2022 at 01:36 UTC.
The requested start date was Saturday, 03 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 111-day, 3-hour, 23-minute period from Saturday, 13 August 2022 at 17:50 UTC to Friday, 02 December 2022 at 21:13 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 : 2453
Unique Edges : 1287
Edges With Duplicates : 12373
Total Edges : 13660
Number of Edge Types : 5
Mentions : 989
MentionsInRetweet : 5841
Retweet : 5396
Tweet : 1409
Replies to : 25
Self-Loops : 2075
Reciprocated Vertex Pair Ratio : 0.0271894676588437
Reciprocated Edge Ratio : 0.0529395374756199
Connected Components : 93
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 2255
Maximum Edges in a Connected Component : 13338
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.447532
Graph Density : 0.000596699184472321
Modularity : 0.224916
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,453 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, 03 December 2022 at 01:36 UTC.
The requested start date was Saturday, 03 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 111-day, 3-hour, 23-minute period from Saturday, 13 August 2022 at 17:50 UTC to Friday, 02 December 2022 at 21:13 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:
[660] students,understand [656] science,teachers [651] teaching,students [650] understand,roots [650] teachers,believe [650] pretty,amazing [650] believe,teaching [650] amazing,resource [650] resource,science [646] roots,prefixes Top Word Pairs in Tweet in G1:
[629] amazing,resource [629] resource,science [629] understand,roots [629] science,teachers [629] believe,teaching [629] teachers,believe [629] teaching,students [629] roots,prefixes [629] students,understand [629] pretty,amazing Top Word Pairs in Tweet in G2:
[244] #stem,#scichat [225] #scichat,#scicomm [203] praxis,science [199] science,outreach [188] 'science,smarts' [187] smarts',column [183] latest,praxis [183] outreach,'science [176] medicine,news [161] column,medicine Top Word Pairs in Tweet in G3:
[160] tables,elements [160] periodic,tables [160] make,science [110] tcea,explore [108] science,bit [108] more,interactive [108] elements,make [108] explore,bookmark [108] bit,more [108] bookmark,periodic 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:
[178] #scichat,#scicomm [19] board,directors [18] ncse's,board [18] years,ago [18] ncse's,friend [18] recipient,ncse's [18] member,ncse's [13] calendar,register [13] million,years [13] mark,calendar Top Word Pairs in Tweet in G6:
[204] #d123,#edchat [201] #edchat,#edtech [175] #edtech,#cpchat [164] #cpchat,#elemchat [152] #elemchat,#mschat [143] #mschat,#hschat [142] #hschat,#ntchat [142] #pblchat,#apchat [142] #ntchat,#pblchat [142] #suptchat,#libchat 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:
[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 Word Pairs in Tweet in G9:
[11] #scicomm,#openscience [10] #scichat,#scicomm [7] #openscience,#scichat [6] #science,#election2022 [5] #openscience,#stem [5] #psychology,#cdnpoli [4] #stem,#scicomm [4] gop,unqualified [4] understand,#gender [4] #cdnsci,#scichat Top Word Pairs in Tweet in G10:
[20] gr,#steam [17] #steam,ss [14] weather,reporting [13] #stem,#scichat [13] 7th,gr [12] seesaw,class [11] weather,folder [11] set,seesaw [11] level,weather [11] create,weather 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 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:
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: