The graph represents a network of 7,434 Twitter users whose recent tweets contained "#phdchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 28 January 2022 at 17:54 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 21-minute period from Thursday, 20 January 2022 at 07:54 UTC to Friday, 28 January 2022 at 17:15 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 : 7434
Unique Edges : 15615
Edges With Duplicates : 7032
Total Edges : 22647
Number of Edge Types : 5
Retweet : 7217
Replies to : 158
MentionsInRetweet : 10450
Tweet : 1753
Mentions : 3069
Self-Loops : 1844
Reciprocated Vertex Pair Ratio : 0.0237786424556853
Reciprocated Edge Ratio : 0.0464527027027027
Connected Components : 765
Single-Vertex Connected Components : 440
Maximum Vertices in a Connected Component : 5775
Maximum Edges in a Connected Component : 20410
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.095056
Graph Density : 0.000299980516468145
Modularity : 0.561648
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,434 Twitter users whose recent tweets contained "#phdchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Friday, 28 January 2022 at 17:54 UTC.
The tweets in the network were tweeted over the 8-day, 9-hour, 21-minute period from Thursday, 20 January 2022 at 07:54 UTC to Friday, 28 January 2022 at 17:15 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 : #phdchat
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:
[1430] #phdchat,#phdlife [1009] #phdlife,#phdchat [964] #academictwitter,#phdchat [861] #phdchat,#academictwitter [833] #academicchatter,#academictwitter [737] #academictwitter,#academicchatter [686] #academicchatter,#phdchat [478] phd,students [452] #phdchat,#academicchatter [439] #phdlife,#academicchatter Top Word Pairs in Tweet in G1:
[701] #phdchat,#phdlife [538] #academicchatter,#academictwitter [401] #phdlife,#phdchat [401] #phdlife,#academicchatter [371] thephdstory,phd_genie [370] phd_genie,#phdchat [357] academicchatter,openacademics [355] #academictwitter,#womaninscience [355] #womaninscience,#academicmentalhealth [289] openacademics,firstphdchat Top Word Pairs in Tweet in G2:
[208] #python,#coding [191] #phdchat,#phdlife [166] #academictwitter,#phdchat [166] #linux,#python [157] follow,podcast [134] #academictwitter,#academicchatter [123] #machinelearning,#serverless [121] #datascience,#ai [116] #100daysofcode,#womenwhocode [114] #datascience,#100daysofcode Top Word Pairs in Tweet in G3:
[96] #phdlife,#phdchat [79] #phdchat,#phdlife [47] #acwri,#phdchat [39] #academicchatter,#phdchat [38] #phdchat,#academictwitter [33] #phdchat,#academicchatter [28] #academictwitter,#academicchatter [21] research,papers [19] #phd,#phdchat [19] #academictwitter,#phdchat Top Word Pairs in Tweet in G4:
[233] #phdchat,#phdadvice [231] #ecrchat,#acwri [228] #phdforum,#phdlife [228] #phdlife,#ecrchat [227] #phdadvice,#phdforum [216] #ecrchat,#postdoc [170] gt,gt [159] #phdchat,#ecrchat [148] uow,#phdchat [113] researchers,research Top Word Pairs in Tweet in G5:
[204] #academictwitter,#phdchat [159] phd,students [153] ask,questions [152] tip,phd [152] students,afraid [152] afraid,ask [152] questions,weakness [152] weakness,sign [152] sign,curiosity [152] curiosity,commitment Top Word Pairs in Tweet in G6:
[77] #phdchat,#academicchatter [65] #phdlife,#phdchat [54] #ecrchat,#phdchat [53] #phd,#postdoc [53] #postdoc,#phdstudent [53] #phdstudent,#phdchat [44] #phdchat,#phdlife [38] #academicchatter,#phdcareers [31] #phdchat,#phdvoice [30] #academictwitter,#academicchatter Top Word Pairs in Tweet in G7:
[100] phd,student [98] questions,ask [98] ask,phd [64] #phdchat,academicssay [62] academicssay,academicchatter [61] #academicchatter,#academictwitter [49] student,research [49] research,graduating [49] graduating,questions [49] student,money Top Word Pairs in Tweet in G8:
[70] #phdchat,#academictwitter [65] phd,opportunity [65] opportunity,student [65] student,work [65] work,try [65] try,figure [65] figure,nitrogen [65] nitrogen,nitrous [65] nitrous,oxide [65] oxide,moves Top Word Pairs in Tweet in G9:
[130] phd,students [129] #phdchat,#academictwitter [123] students,researcher [123] researcher,practicing [123] practicing,research [123] research,writer [123] writer,practicing [123] practicing,writing [123] writing,improve [123] improve,practicing Top Word Pairs in Tweet in G10:
[176] #academictwitter,#academicchatter [175] #phd,#phdlife [175] #phdlife,#phdmemes [175] #phdmemes,#phdchat [175] #phdchat,#phdforum [175] #phdforum,#academictwitter [175] #academicchatter,#academia [171] #academia,#research [15] #research,#stress [15] #stress,#stressed Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 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: