The graph represents a network of 156 Twitter users whose recent tweets contained "#lthechat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 14 May 2022 at 12:35 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 29-minute period from Friday, 06 May 2022 at 07:16 UTC to Saturday, 14 May 2022 at 08:45 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 Spiral layout algorithm.
Author Description
Vertices : 156
Unique Edges : 443
Edges With Duplicates : 846
Total Edges : 1289
Number of Edge Types : 5
Tweet : 148
Replies to : 414
Mentions : 289
Retweet : 244
MentionsInRetweet : 194
Self-Loops : 152
Reciprocated Vertex Pair Ratio : 0.146881287726358
Reciprocated Edge Ratio : 0.256140350877193
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 149
Maximum Edges in a Connected Component : 1281
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.012066
Graph Density : 0.0235732009925558
Modularity : 0.234158
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 156 Twitter users whose recent tweets contained "#lthechat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Saturday, 14 May 2022 at 12:35 UTC.
The tweets in the network were tweeted over the 8-day, 1-hour, 29-minute period from Friday, 06 May 2022 at 07:16 UTC to Saturday, 14 May 2022 at 08:45 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 Spiral layout algorithm.
Graph Source : TwitterSearch
Graph Term : #lthechat
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:
[41] thousand,words [40] learning,technologists [39] lthechat,a2 [39] picture,worth [39] worth,thousand [35] lthechat,a1 [34] lthechat,a3 [31] lthechat,a5 [30] #lthechat,234 [28] words,incorporating Top Word Pairs in Tweet in G1:
[23] picture,worth [23] worth,thousand [23] thousand,words [17] #lthechat,234 [16] words,incorporating [16] incorporating,visual [16] visual,teaching [13] #lthechat,response [12] lthechat,a2 [12] 234,picture Top Word Pairs in Tweet in G2:
[22] lthechat,a2 [18] lthechat,a3 [17] lthechat,a1 [15] lthechat,a5 [13] thousand,words [12] a1,#lthechat [12] #lthechat,a1 [11] a2,#lthechat [11] picture,worth [11] worth,thousand Top Word Pairs in Tweet in G3:
[12] submit,manuscript [12] manuscript,distance [12] distance,education [12] education,journal [12] journal,special [12] special,issue [12] issue,addressing [12] addressing,challenging [12] challenging,elements [12] elements,learning Top Word Pairs in Tweet in G4:
[40] learning,technologists [20] #hiring,15 [20] 15,roles [20] roles,digital [20] digital,education [20] education,enhancement [20] enhancement,team [20] team,led [20] led,fantastic [20] fantastic,philvincent Top Word Pairs in Tweet in G5:
[3] lthechat,a1 [3] alt,text [2] suebecks,racephil [2] racephil,ooh [2] ooh,look [2] look,recent [2] recent,#lthechat [2] #lthechat,#creativehe [2] #creativehe,chat [2] experienced,practitioners Top Word Pairs in Tweet in G6:
[2] survey,womeninresearch [2] womeninresearch,tigerinstemm [2] tigerinstemm,#lthechat [2] #lthechat,#phdchat [2] lthechat,a1 [2] a1,#lthechat [2] lthechat,a3 [2] alt,text [2] #lthechat,234 [2] picture,worth Top Word Pairs in Tweet in G8:
[2] learn,latin [2] latin,know [2] know,learn [2] learn,suggest [2] suggest,free [2] free,latin [2] latin,learning [2] learning,websites [2] websites,#community [2] #community,#latin Top Word Pairs in Tweet in G10:
[2] marking,moment [2] moment,reveals [2] reveals,think [2] think,students [2] students,struggle [2] struggle,actually [2] actually,struggle [2] struggle,keep [2] keep,track [2] track,update Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: