The graph represents a network of 5,603 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 Monday, 11 July 2022 at 12:36 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 20-minute period from Friday, 01 July 2022 at 12:53 UTC to Monday, 11 July 2022 at 12:14 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.
Vertices : 5603
Unique Edges : 14636
Edges With Duplicates : 3929
Total Edges : 18565
Number of Edge Types : 5
Retweet : 5127
MentionsInRetweet : 9855
Mentions : 2132
Tweet : 1324
Replies to : 127
Self-Loops : 1398
Reciprocated Vertex Pair Ratio : 0.0243469958398691
Reciprocated Edge Ratio : 0.0475366178428762
Connected Components : 585
Single-Vertex Connected Components : 339
Maximum Vertices in a Connected Component : 4348
Maximum Edges in a Connected Component : 16505
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.972074
Graph Density : 0.000478526734065235
Modularity : 0.591601
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,603 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 Monday, 11 July 2022 at 12:36 UTC.
The tweets in the network were tweeted over the 9-day, 23-hour, 20-minute period from Friday, 01 July 2022 at 12:53 UTC to Monday, 11 July 2022 at 12:14 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1660] #phdlife,#phdchat [1394] #academictwitter,#academicchatter [731] #phdchat,#phdlife [491] #academicchatter,#phdchat [472] #phd,#phdlife [468] #academicchatter,#phdlife [444] phd_genie,thephdplace [442] thephdplace,phdvoice [442] phd,student [430] phdvoice,masteracademia_ Top Word Pairs in Tweet in G1:
[546] #phdlife,#phdchat [506] #academictwitter,#academicchatter [426] #academicchatter,#phdlife [423] phd_genie,thephdplace [420] thephdplace,phdvoice [420] phdvoice,masteracademia_ [412] academicchatter,momademia [412] momademia,phd_genie [412] masteracademia_,openacademics [410] openacademics,#academictwitter Top Word Pairs in Tweet in G2:
[392] #phdlife,#phdchat [258] #phdchat,#phdlife [249] #phdchat,#phdvoice [237] #retweet,#openscience [232] #academictwitter,#academicchatter [229] #100daysofcode,#womenwhocode [226] #datascience,#100daysofcode [226] #womenwhocode,#bigdata [226] #python,#coding [203] #scicomm,#phdchat Top Word Pairs in Tweet in G3:
[300] thoughtsofaphd,phd_genie [300] phd_genie,thephdstory [299] #phdchat,thoughtsofaphd [256] phd,student [253] phd,supervisor [241] during,phd [241] phd,alot [241] alot,unhelpful [241] unhelpful,advice [241] advice,phd Top Word Pairs in Tweet in G4:
[53] #phdchat,#phdlife [43] #scicomm,#phdchat [30] #datascience,#100daysofcode [30] #100daysofcode,#womenwhocode [30] #womenwhocode,#bigdata [30] #python,#coding [26] #coding,#scicomm [24] #openscience,#datascience [24] #retweet,#openscience [23] #serverless,#linux Top Word Pairs in Tweet in G5:
[339] #phd,#phdlife [339] #phdlife,#phdmemes [339] #phdmemes,#phdchat [339] #phdchat,#phdforum [339] #phdforum,#academictwitter [339] #academictwitter,#academicchatter [339] #academicchatter,#academia [339] #academia,#research [39] #phd,#phdchat [30] zoom,thesis Top Word Pairs in Tweet in G6:
[80] #phdlife,#phdchat [52] #acwri,#phdchat [51] #phdchat,#phdlife [43] #phdchat,#academicchatter [31] #phdchat,#academictwitter [27] #academictwitter,#academicchatter [22] #phdchat,#phdvoice [21] phd,programme [21] #academicchatter,#phdchat [21] personal,statement Top Word Pairs in Tweet in G7:
[251] #phdlife,#phdchat [249] struggle,#phdlife [4] #academictwitter,#academicchatter [4] #academicchatter,#academictwitter [4] research,papers [3] #phd,#phdlife [3] #phdlife,#phdmemes [3] #phdmemes,#phdchat [3] #phdchat,#phdforum [3] #phdforum,#academictwitter Top Word Pairs in Tweet in G8:
[142] #academictwitter,#academicchatter [106] research,structures [106] structures,place [106] place,support [105] ask,#academictwitter [102] researchers,doing [102] doing,emotionally [102] emotionally,demanding [102] demanding,research [102] support,#livedexperience Top Word Pairs in Tweet in G9:
[84] #ecrchat,#postdoc [79] #ecrchat,#acwri [74] #phdforum,#phdlife [74] #phdlife,#ecrchat [71] #phdchat,#phdadvice [71] #phdchat,#ecrchat [70] #phdadvice,#phdforum [64] phd,students [63] supervising,phd [60] #postdoc,#phdchat Top Word Pairs in Tweet in G10:
[62] anyone,written [62] written,thesis [62] thesis,chapter [62] chapter,#scicomm [62] #scicomm,supervisors [62] supervisors,suggested [62] suggested,add [62] add,additional [62] additional,chapter [62] chapter,due 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 G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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: