The graph represents a network of 5,707 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 14:15 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 3-minute period from Friday, 01 July 2022 at 12:53 UTC to Monday, 11 July 2022 at 13:57 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 : 5707
Unique Edges : 14917
Edges With Duplicates : 3942
Total Edges : 18859
Number of Edge Types : 5
Replies to : 126
Retweet : 5240
Tweet : 1338
MentionsInRetweet : 10029
Mentions : 2126
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0243134628265238
Reciprocated Edge Ratio : 0.0474726999280717
Connected Components : 589
Single-Vertex Connected Components : 345
Maximum Vertices in a Connected Component : 4476
Maximum Edges in a Connected Component : 16987
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.012014
Graph Density : 0.000469626990325739
Modularity : 0.59228
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 5,707 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 14:15 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 3-minute period from Friday, 01 July 2022 at 12:53 UTC to Monday, 11 July 2022 at 13:57 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:
[1682] #phdlife,#phdchat [1484] #academictwitter,#academicchatter [740] #phdchat,#phdlife [531] #phd,#phdlife [506] #academicchatter,#phdchat [485] #phdchat,#phdforum [483] #academicchatter,#phdlife [459] phd_genie,thephdplace [457] thephdplace,phdvoice [451] phdvoice,masteracademia_ Top Word Pairs in Tweet in G1:
[566] #phdlife,#phdchat [524] #academictwitter,#academicchatter [441] phdvoice,masteracademia_ [441] #academicchatter,#phdlife [438] phd_genie,thephdplace [435] thephdplace,phdvoice [427] masteracademia_,openacademics [425] academicchatter,momademia [425] momademia,phd_genie [425] openacademics,#academictwitter Top Word Pairs in Tweet in G2:
[395] #phdlife,#phdchat [263] #phdchat,#phdlife [250] #phdchat,#phdvoice [237] #retweet,#openscience [233] #academictwitter,#academicchatter [229] #100daysofcode,#womenwhocode [226] #datascience,#100daysofcode [226] #womenwhocode,#bigdata [226] #python,#coding [203] #scicomm,#phdchat Top Word Pairs in Tweet in G3:
[395] #phd,#phdlife [395] #phdlife,#phdmemes [395] #phdmemes,#phdchat [395] #phdchat,#phdforum [395] #phdforum,#academictwitter [395] #academictwitter,#academicchatter [395] #academicchatter,#academia [395] #academia,#research [39] #phd,#phdchat [30] zoom,thesis Top Word Pairs in Tweet in G4:
[301] thoughtsofaphd,phd_genie [301] phd_genie,thephdstory [300] #phdchat,thoughtsofaphd [257] phd,student [254] phd,supervisor [242] phd,alot [242] alot,unhelpful [242] unhelpful,advice [242] advice,phd [242] supervisor,hear Top Word Pairs in Tweet in G5:
[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 G6:
[80] #phdlife,#phdchat [53] #acwri,#phdchat [52] #phdchat,#phdlife [43] #phdchat,#academicchatter [32] #phdchat,#academictwitter [29] #academictwitter,#academicchatter [24] #academicchatter,#phdchat [23] personal,statement [22] phd,programme [22] #phdchat,#phdvoice Top Word Pairs in Tweet in G7:
[250] #phdlife,#phdchat [248] struggle,real [248] real,#phdlife [4] #academictwitter,#academicchatter [4] #academicchatter,#academictwitter [4] research,papers [3] #phd,#phdlife [3] #phdlife,#phdmemes [3] #phdmemes,#phdchat [3] #phdchat,#phdforum Top Word Pairs in Tweet in G8:
[143] #academictwitter,#academicchatter [106] research,structures [106] structures,place [106] place,support [105] ask,#academictwitter [102] researchers,emotionally [102] emotionally,demanding [102] demanding,research [102] support,#livedexperience [102] #livedexperience,valued Top Word Pairs in Tweet in G9:
[86] #ecrchat,#postdoc [79] #ecrchat,#acwri [74] #phdforum,#phdlife [74] #phdlife,#ecrchat [73] #phdchat,#ecrchat [71] #phdchat,#phdadvice [70] #phdadvice,#phdforum [66] phd,students [65] supervising,phd [60] #postdoc,#phdchat Top Word Pairs in Tweet in G10:
[63] written,thesis [63] thesis,chapter [63] chapter,#scicomm [63] #scicomm,supervisors [63] supervisors,suggested [63] suggested,add [63] add,additional [63] additional,chapter [63] chapter,outreach [63] outreach,media 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 Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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: