The graph represents a network of 7,539 Twitter users whose recent tweets contained "#AcademicChatter", 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 Wednesday, 30 November 2022 at 18:13 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 4-minute period from Monday, 21 November 2022 at 22:36 UTC to Wednesday, 30 November 2022 at 17:40 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 : 7539
Unique Edges : 12966
Edges With Duplicates : 3773
Total Edges : 16739
Number of Edge Types : 5
Retweet : 8057
MentionsInRetweet : 6164
Tweet : 1402
Mentions : 1055
Replies to : 61
Self-Loops : 1531
Reciprocated Vertex Pair Ratio : 0.0134202744711502
Reciprocated Edge Ratio : 0.0264851114768816
Connected Components : 796
Single-Vertex Connected Components : 449
Maximum Vertices in a Connected Component : 5590
Maximum Edges in a Connected Component : 13616
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.832493
Graph Density : 0.000235196893021944
Modularity : 0.589683
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,539 Twitter users whose recent tweets contained "#AcademicChatter", 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 Wednesday, 30 November 2022 at 18:13 UTC.
The tweets in the network were tweeted over the 8-day, 19-hour, 4-minute period from Monday, 21 November 2022 at 22:36 UTC to Wednesday, 30 November 2022 at 17:40 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 : TwitterSearch
Graph Term : #AcademicChatter
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4449] #academictwitter,#academicchatter [1598] #research,#researcher [1418] #researcher,#academictwitter [1282] #phdlife,#phdchat [1185] #phdchat,#academicchatter [945] phdvoice,phd_genie [916] phd_genie,phdfriendsana [913] phdfriendsana,yourphdpal [906] yourphdpal,#academictwitter [890] #academicchatter,#academia Top Word Pairs in Tweet in G1:
[1126] #researcher,#academictwitter [1017] #academictwitter,#academicchatter [925] #research,#researcher [845] #phdlife,#phdchat [679] useful,research [679] research,links [679] #phdchat,#academicchatter [677] links,#research [660] #academictwitter,#phdlife [660] #researcher,#researcher Top Word Pairs in Tweet in G2:
[364] #academictwitter,#academicchatter [227] #phdlife,#phdchat [219] #academicchatter,#academictwitter [210] #phdchat,#academicchatter [181] phdvoice,#phdlife [179] explains,basics [179] recommendations,phdvoice [179] book,explains [178] recommend,book [178] data,recommendations Top Word Pairs in Tweet in G3:
[931] #academictwitter,#academicchatter [751] phdvoice,phd_genie [749] phd_genie,phdfriendsana [749] phdfriendsana,yourphdpal [744] yourphdpal,#academictwitter [592] #research,#researcher [465] scientific,paper [465] write,scientific [465] paper,slides [465] #researcher,#phdchat Top Word Pairs in Tweet in G4:
[165] #academictwitter,#academicchatter [53] #academicchatter,#academictwitter [23] #academicchatter,#phdlife [19] #academicchatter,#phdchat [17] #phdlife,#academicchatter [16] assignment,help [16] #iot,#python [16] #webdev,#devcommunity [16] #nodejs,#iot [16] #devcommunity,#academicchatter Top Word Pairs in Tweet in G5:
[424] #academicchatter,#postdoc [418] thread,#academicchatter [412] mistakes,researchers [412] writing,coach [412] common,mistakes [412] coach,common [412] academic,writing [410] papers,thread [410] researchers,scientific [410] scientific,papers Top Word Pairs in Tweet in G6:
[385] #academictwitter,#academicchatter [377] word,complaint [377] dearest,students [377] single,word [377] students,hear [377] complaint,#academictwitter [377] hear,single [4] #research,#researcher [3] #researcher,#academictwitter [3] #academicchatter,#academictwitter Top Word Pairs in Tweet in G7:
[233] #academicchatter,#sciencetwitter [195] #python,#coding [190] #womenwhocode,#bigdata [178] #openscience,#datascience [175] #datascience,#100daysofcode [168] #scicomm,#phdchat [163] #coding,#scicomm [143] #scicomm,#academicchatter [141] #womeninscience,#womeninstem [140] #100daysofcode,#womenwhocode Top Word Pairs in Tweet in G8:
[386] #academictwitter,#academicchatter [370] #academicchatter,#academia [370] #phdlife,#phdmemes [369] #phdchat,#phdforum [369] #phdmemes,#phdchat [369] #phdforum,#academictwitter [369] #phd,#phdlife [369] #academia,#research [350] instagram,#phd [334] #research,#phdvoice Top Word Pairs in Tweet in G9:
[310] #academictwitter,#academicchatter [9] #academicchatter,#academictwitter [8] #academicchatter,#academia [7] #phdchat,#phdforum [7] #phdmemes,#phdchat [7] follow,memingphd [7] #research,#phdvoice [7] memingphd,instagram [7] instagram,#phd [7] #phdforum,#academictwitter Top Word Pairs in Tweet in G10:
[99] #ecrchat,#postdoc [97] #phdchat,#phdforum [91] #postdoc,#academicchatter [78] #phdforum,#ecrchat [69] things,wrong [61] reality,research [61] lots,setbacks [61] versus,reality [61] upset,things [61] part,research Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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:
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Top Tweeters in G9:
Top Tweeters in G10: