The graph represents a network of 8,575 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 Tuesday, 26 January 2021 at 18:58 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 20-minute period from Tuesday, 19 January 2021 at 01:03 UTC to Tuesday, 26 January 2021 at 18:24 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 : 8575
Unique Edges : 15505
Edges With Duplicates : 4541
Total Edges : 20046
Number of Edge Types : 5
Retweet : 8470
Tweet : 1983
MentionsInRetweet : 7224
Mentions : 2203
Replies to : 166
Self-Loops : 2074
Reciprocated Vertex Pair Ratio : 0.0322196493549454
Reciprocated Edge Ratio : 0.0624278938597616
Connected Components : 957
Single-Vertex Connected Components : 562
Maximum Vertices in a Connected Component : 6427
Maximum Edges in a Connected Component : 16980
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.064346
Graph Density : 0.000212208446309645
Modularity : 0.628298
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 8,575 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 Tuesday, 26 January 2021 at 18:58 UTC.
The tweets in the network were tweeted over the 7-day, 17-hour, 20-minute period from Tuesday, 19 January 2021 at 01:03 UTC to Tuesday, 26 January 2021 at 18:24 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:
[1838] #academicchatter,#phdchat [1102] #phdchat,#phdlife [893] #academictwitter,#phdchat [847] #phdchat,#academictwitter [799] #academictwitter,#academicchatter [693] #phdchat,#academicchatter [617] #academicchatter,#academictwitter [574] doing,good [573] #phdlife,#phdchat [568] good,job Top Word Pairs in Tweet in G1:
[757] #academicchatter,#phdchat [496] #phdchat,#phdlife [454] #academictwitter,#academicchatter [450] #phdchat,#academictwitter [404] academicchatter,#phdchat [363] #academictwitter,#phdchat [360] #phdchat,#phdfriend [328] #phdfriend,#phdvoice [304] #phdvoice,openacademics [271] #academicchatter,#academictwitter Top Word Pairs in Tweet in G2:
[507] #academicchatter,#phdchat [502] doing,good [502] good,job [335] #academicmentalhealth,#academicchatter [322] mental,health [251] underestimate,power [251] power,telling [251] telling,people [251] people,doing [251] job,think Top Word Pairs in Tweet in G3:
[86] #phdchat,#phdlife [70] #phdlife,#phdchat [69] #academicchatter,#phdchat [56] #phdchat,#academicchatter [45] #phdchat,#academictwitter [42] #academictwitter,#phdchat [34] #academictwitter,#academicchatter [33] #phd,#phdchat [27] #academicchatter,#academictwitter [19] #phdchat,#phd Top Word Pairs in Tweet in G4:
[329] #python,#coding [319] #machinelearning,#serverless [319] #linux,#python [262] #scicomm,#phdchat [257] #science,#research [242] #retweet,#openscience [242] #openscience,#datascience [242] #datascience,#100daysofcode [242] #100daysofcode,#womenwhocode [242] #womenwhocode,#bigdata Top Word Pairs in Tweet in G5:
[372] #phdchat,#phdadvice [371] #phdadvice,#phdforum [369] #phdforum,#phdlife [369] #phdlife,#ecrchat [369] #ecrchat,#acwri [329] conceptual,frameworks [307] confused,use [307] use,theory [307] theory,theoretical [307] theoretical,conceptual Top Word Pairs in Tweet in G6:
[367] today,lab [367] lab,meeting [367] meeting,discussed [367] discussed,#gradschool [367] #gradschool,interviews [367] interviews,preparing [367] preparing,questions [367] questions,brainstormed [367] brainstormed,know [367] know,ask Top Word Pairs in Tweet in G7:
[59] #rstats,copy [59] copy,data [59] data,excel [59] excel,paste [59] paste,dataframe [59] dataframe,tibble [59] tibble,using [59] using,datapasta [59] datapasta,install [59] install,packages Top Word Pairs in Tweet in G8:
[51] #phdchat,#ecrchat [41] #academictwitter,#phdchat [29] #phdchat,#vivaprep [23] grant,application [22] #phdchat,#phdforum [22] #vivaprep,#phdviva [20] #phd,#phdchat [18] #phdchat,#phdadvice [17] #ecrchat,#phdadvice [17] #virtualnotviral,#phdchat Top Word Pairs in Tweet in G9:
[110] #phdlife,#phdchat [103] #phdchat,#academicchatter [86] read,podomoro [86] podomoro,technique [86] technique,studying [86] studying,seems [86] seems,interesting [86] interesting,try [86] try,#phdlife [17] first,phd Top Word Pairs in Tweet in G10:
[85] dear,phd [85] phd,researchers [85] researchers,take [85] take,moment [85] moment,pause [85] pause,reflect [85] reflect,fact [85] fact,doing [85] doing,phd [85] phd,extremely Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: