The graph represents a network of 5,769 Twitter users whose recent tweets contained "#phdlife", 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 Monday, 27 June 2022 at 13:17 UTC.
The tweets in the network were tweeted over the 9-day, 12-hour, 18-minute period from Saturday, 18 June 2022 at 00:40 UTC to Monday, 27 June 2022 at 12:59 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 : 5769
Unique Edges : 12021
Edges With Duplicates : 2934
Total Edges : 14955
Number of Edge Types : 5
Retweet : 4474
MentionsInRetweet : 6881
Mentions : 1950
Tweet : 1568
Replies to : 82
Self-Loops : 1598
Reciprocated Vertex Pair Ratio : 0.029482967318001
Reciprocated Edge Ratio : 0.0572772318804065
Connected Components : 1113
Single-Vertex Connected Components : 600
Maximum Vertices in a Connected Component : 3143
Maximum Edges in a Connected Component : 11003
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.480779
Graph Density : 0.00035782984717447
Modularity : 0.632317
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,769 Twitter users whose recent tweets contained "#phdlife", 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 Monday, 27 June 2022 at 13:17 UTC.
The tweets in the network were tweeted over the 9-day, 12-hour, 18-minute period from Saturday, 18 June 2022 at 00:40 UTC to Monday, 27 June 2022 at 12:59 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 : #phdlife
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:
[1218] #phdlife,#phdchat [738] #phdchat,#phdlife [632] #phd,#phdlife [585] #academictwitter,#academicchatter [565] #phdlife,#phdvoice [463] academicchatter,#phdlife [421] phd,student [413] #academicchatter,#phdchat [403] #phdlife,#academictwitter [341] asked,apply Top Word Pairs in Tweet in G1:
[337] #academicchatter,#phdchat [295] #phdlife,#phdchat [286] phd_genie,phdvoice [283] #phdlife,#phdvoice [268] openacademics,#phdlife [222] #academictwitter,#phd [220] #gradschool,#academictwitter [220] #phd,#academicchatter [217] #phdvoice,#phdmemes [217] #phdchat,phd_genie Top Word Pairs in Tweet in G2:
[430] academicchatter,#phdlife [401] #phdlife,#phdchat [329] asked,apply [329] apply,position [329] position,texas [329] texas,yesterday [329] yesterday,hope [329] hope,women [329] women,men [329] men,time Top Word Pairs in Tweet in G3:
[62] #phdlife,#phdchat [54] #phdchat,#phdlife [48] #phd,#phdlife [31] #phdlife,#phd [31] #phdlife,#academictwitter [24] #phdlife,#academicchatter [21] #academictwitter,#phdlife [18] #academictwitter,#academicchatter [18] #academicchatter,#phdlife [15] #phdlife,#phdstudent Top Word Pairs in Tweet in G4:
[197] #phdchat,#phdlife [136] #100daysofcode,#womenwhocode [128] #datascience,#100daysofcode [128] #womenwhocode,#bigdata [125] #python,#coding [125] #coding,#scicomm [124] #bioinformatics,#openscience [124] #openscience,#datascience [124] #scicomm,#phdchat [121] #serverless,#linux Top Word Pairs in Tweet in G5:
[208] phd,student [208] #phdlife,#phdchat [208] #phdchat,#phdone [208] #academictwitter,#academicmentalhealth [208] uniofherts,uniofhertslms [207] ask,phd [207] student,#phdlife [207] #phdone,#academictwitter [207] #academicmentalhealth,#academicchatter [207] #academicchatter,uniofherts Top Word Pairs in Tweet in G6:
[198] #phd,#phdlife [197] #academictwitter,#academicchatter [196] #phdlife,#phdmemes [196] #phdmemes,#phdchat [196] #phdchat,#phdforum [196] #phdforum,#academictwitter [196] #academicchatter,#academia [196] #academia,#research [4] #research,#researcher [3] sitting,desk Top Word Pairs in Tweet in G7:
[133] man,listen [133] listen,yesterday [133] yesterday,#phdlife [133] #phdlife,#phdvoice [133] #phdvoice,#academictwitter [29] #academictwitter,#phdlife [23] #phdlife,#phd [6] read,authors [6] authors,contributed [6] contributed,equally Top Word Pairs in Tweet in G8:
[61] #phdchat,#phdadvice [61] #phdadvice,#phdforum [61] #phdforum,#phdlife [61] #phdlife,#ecrchat [61] #ecrchat,#acwri [56] gt,gt [47] gt,#phdchat [38] write,thesis [38] thesis,proposal [38] proposal,purpose Top Word Pairs in Tweet in G9:
[13] bonelab_dd,medizin_tud [13] #endotwitter,#phdlife [12] #phdlife,#postdoclife [12] #postdoclife,#academia [8] great,science [8] science,talk [8] talk,ezio [8] ezio,bonifacio [8] bonifacio,crtd [8] crtd,research Top Word Pairs in Tweet in G10:
[24] #phdlife,#academictips [23] #academictips,#phdtips [23] #phdtips,#phdchat [23] #phdchat,#academiccharter [21] #academictwitter,#phdlife [20] #academiccharter,#researchtools [19] #researchtools,#researchimpact [19] #researchimpact,#researchvisibility [15] rule,live [15] live,#academictwitter 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 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 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: