The graph represents a network of 5,261 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 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 13:43 UTC.
The tweets in the network were tweeted over the 9-day, 22-hour, 51-minute period from Monday, 26 December 2022 at 13:31 UTC to Thursday, 05 January 2023 at 12:23 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 : 5261
Unique Edges : 7759
Edges With Duplicates : 2844
Total Edges : 10603
Number of Edge Types : 5
Retweet : 5924
MentionsInRetweet : 2950
Mentions : 907
Tweet : 796
Replies to : 26
Self-Loops : 826
Reciprocated Vertex Pair Ratio : 0.0109018830525273
Reciprocated Edge Ratio : 0.0215686274509804
Connected Components : 357
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 4393
Maximum Edges in a Connected Component : 8981
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.470729
Graph Density : 0.000294873749948505
Modularity : 0.590992
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,261 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 18,000 tweets. The network was obtained from Twitter on Thursday, 05 January 2023 at 13:43 UTC.
The tweets in the network were tweeted over the 9-day, 22-hour, 51-minute period from Monday, 26 December 2022 at 13:31 UTC to Thursday, 05 January 2023 at 12:23 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 Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2221] phd,assistance [2221] assistance,service [2184] #phdlife,#phdchat [1562] #academia,#academictwitter [1419] #researcher,#academia [1345] #research,#researcher [1321] #academictwitter,#phd [1261] #phd,#phdlife [1134] service,#phd [1061] #phd,#phdvoice Top Word Pairs in Tweet in G1:
[1789] assistance,service [1789] phd,assistance [968] service,#phd [692] #phdlife,#phdchat [551] #phd,#phdchat [547] #research,#academia [538] #phdchat,#phdlife [530] #academictwitter,#thesis [530] #research,#academic [530] thesis,vs Top Word Pairs in Tweet in G2:
[1116] #academia,#academictwitter [999] #researcher,#academia [957] #research,#researcher [940] #academictwitter,#phd [749] #phdvoice,#phdchat [695] #phd,#phdvoice [645] links,#research [644] useful,research [636] web,links [636] research,web Top Word Pairs in Tweet in G3:
[396] #phdlife,#phdchat [177] #phd,#researchers [172] phdvoice,academicchatter [156] #phdchat,#phdone [156] #proposal,#phdlife [156] #phdone,phdvoice [153] #researchers,#proposal [146] #phdchat,#phdvoice [137] #phd,#phdlife [126] #academictwitter,#academicchatter Top Word Pairs in Tweet in G4:
[414] #phdlife,#phdchat [314] #academia,#academictwitter [305] #researcher,#academia [291] #phd,#phdlife [286] #research,#researcher [285] #academictwitter,#phd [201] research,proposal [201] academicchatter,#research [201] write,research [200] proposal,academicchatter Top Word Pairs in Tweet in G5:
[408] #phd,#phdlife [399] #academicchatter,#academia [394] #phdlife,#phdmemes [394] #academia,#research [394] #phdforum,#academictwitter [394] #phdchat,#phdforum [394] #phdmemes,#phdchat [394] #academictwitter,#academicchatter [390] instagram,#phd [382] follow,memingphd Top Word Pairs in Tweet in G6:
[51] #acwri,#phdchat [51] #phdlife,#phdchat [24] #phdchat,#phdforum [20] phd,programme [20] #phdlife,#acwri [20] #phdchat,#academictwitter [20] personal,statement [20] read,find [20] read,article [17] #phd,#phdchat Top Word Pairs in Tweet in G7:
[192] year,going [103] #academictwitter,#academicchatter [98] #phdchat,#phdvoice [96] positively,manifesting [96] going,year [96] happier,life [96] succeed,#phdchat [96] next,year [96] build,happier [96] dissertation,graduate Top Word Pairs in Tweet in G8:
[72] love,hear [70] such,important [70] resource,#industry [70] dominates,conversation [70] show,yourselves [70] tell,something [70] more,fellow [70] #altac,twitter [70] #phdchat,#sciencetwitter [70] fellow,#government Top Word Pairs in Tweet in G9:
[65] funding,space [65] started,re [65] nih,matchmaker [65] research,ll [65] #phdchat,#academictwitter [65] space,type [65] great,way [65] interests,co [65] matches,research [65] ll,see Top Word Pairs in Tweet in G10:
[48] writing,process [31] #phdchat,#ecrchat [26] make,writing [23] sit,free [18] suffering,high [18] training,transform [18] very,difficult [18] interactive,training [18] #pichat,#phdchat [18] free,interactive Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
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 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: