The graph represents a network of 8,434 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, 31 January 2022 at 21:19 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 24-minute period from Sunday, 23 January 2022 at 13:04 UTC to Monday, 31 January 2022 at 20:29 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 : 8434
Unique Edges : 20688
Edges With Duplicates : 8420
Total Edges : 29108
Number of Edge Types : 5
Retweet : 8428
MentionsInRetweet : 15279
Mentions : 3472
Tweet : 1737
Replies to : 192
Self-Loops : 1861
Reciprocated Vertex Pair Ratio : 0.0184772516248839
Reciprocated Edge Ratio : 0.0362840732974747
Connected Components : 665
Single-Vertex Connected Components : 378
Maximum Vertices in a Connected Component : 7010
Maximum Edges in a Connected Component : 27104
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.680998
Graph Density : 0.00030844755720867
Modularity : 0.504306
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,434 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, 31 January 2022 at 21:19 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 24-minute period from Sunday, 23 January 2022 at 13:04 UTC to Monday, 31 January 2022 at 20:29 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:
[2166] #phdlife,#phdchat [1351] #phdchat,#phdlife [1166] #phdchat,#academictwitter [1077] phd,student [983] questions,ask [978] ask,phd [876] #academicchatter,#academictwitter [831] phd_genie,phdvoice [758] phdvoice,academicchatter [750] #academictwitter,#academicchatter Top Word Pairs in Tweet in G1:
[796] #phdlife,#phdchat [764] #phdchat,#phdlife [615] #academicchatter,#academictwitter [507] #phdlife,#academicchatter [481] thephdstory,phd_genie [475] phd_genie,#phdchat [466] #academictwitter,#womaninscience [466] #womaninscience,#academicmentalhealth [345] academicchatter,openacademics [312] #phdchat,#academictwitter Top Word Pairs in Tweet in G2:
[168] #academictwitter,#phdchat [125] #phdchat,#phdlife [121] #python,#coding [112] #datascience,#ai [103] follow,podcast [103] #linux,#python [96] #academictwitter,#academicchatter [90] #machinelearning,#serverless [87] #openscience,#100daysofcode [87] #100daysofcode,#bigdata Top Word Pairs in Tweet in G3:
[917] questions,ask [916] phd,student [915] ask,phd [471] #phdchat,academicssay [471] academicssay,academicchatter [458] student,research [458] research,going [458] going,graduating [458] graduating,questions [458] student,found Top Word Pairs in Tweet in G4:
[621] #phdlife,#phdchat [603] phdvoice,academicchatter [599] thread,lists [599] lists,100 [599] 100,digital [599] digital,tools [599] tools,#phd [599] #phd,scholars [599] scholars,add [599] add,yours Top Word Pairs in Tweet in G5:
[102] #phdlife,#phdchat [54] #phdchat,#phdlife [44] #acwri,#phdchat [31] #academicchatter,#phdchat [30] #academictwitter,#academicchatter [29] #phdchat,#academictwitter [27] #phdchat,#academicchatter [19] research,papers [18] phd,programme [18] #phdlife,#acwri Top Word Pairs in Tweet in G6:
[177] #phd,#phdlife [175] #academictwitter,#academicchatter [174] #phdlife,#phdmemes [174] #phdmemes,#phdchat [174] #phdchat,#phdforum [174] #phdforum,#academictwitter [174] #academicchatter,#academia [174] #academia,#research [84] #academictwitter,#phdchat [61] #phdchat,#phdvoice Top Word Pairs in Tweet in G7:
[278] #phdchat,#academictwitter [273] final,year [273] year,phd [273] phd,time [273] time,someone [273] someone,asked [273] asked,advice [273] advice,starters [273] starters,quote [273] quote,came Top Word Pairs in Tweet in G8:
[110] #academictwitter,#phdvoice [104] #phdchat,#academictwitter [91] #phd,#phdlife [82] #phdlife,#phdchat [80] #phdvoice,#phdposition [79] paper,revision [79] revision,#phdchat [79] #phdposition,#phd [79] #phdlife,#academic [61] very,accurate Top Word Pairs in Tweet in G9:
[230] #ecrchat,#postdoc [166] #phdchat,#ecrchat [94] #phdchat,#phdforum [88] #phdforum,#academicchatter [88] free,resources [82] researchers,research [82] research,students [79] #researchresources,lots [79] lots,great [79] great,free Top Word Pairs in Tweet in G10:
[55] phd,opportunity [55] opportunity,looking [55] looking,student [55] student,come [55] come,work [55] work,try [55] try,figure [55] figure,nitrogen [55] nitrogen,particularly [55] particularly,nitrous Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: