The graph represents a network of 8,336 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, 14 June 2021 at 19:23 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 52-minute period from Sunday, 06 June 2021 at 20:06 UTC to Monday, 14 June 2021 at 18:58 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 : 8336
Unique Edges : 17003
Edges With Duplicates : 13682
Total Edges : 30685
Number of Edge Types : 5
MentionsInRetweet : 16571
Mentions : 4537
Retweet : 7769
Tweet : 1526
Replies to : 282
Self-Loops : 1678
Reciprocated Vertex Pair Ratio : 0.0183802108162509
Reciprocated Edge Ratio : 0.0360969520441069
Connected Components : 701
Single-Vertex Connected Components : 412
Maximum Vertices in a Connected Component : 6854
Maximum Edges in a Connected Component : 28689
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.846623
Graph Density : 0.000276710492834255
Modularity : 0.480137
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,336 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, 14 June 2021 at 19:23 UTC.
The tweets in the network were tweeted over the 7-day, 22-hour, 52-minute period from Sunday, 06 June 2021 at 20:06 UTC to Monday, 14 June 2021 at 18:58 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:
[1712] openacademics,academicchatter [1469] #phdchat,#phdfriend [1464] #phdfriend,#phdvoice [1355] academicchatter,#academictwitter [1297] #academictwitter,#phdchat [827] academicchatter,#phdchat [818] #phdchat,#phdlife [715] #ecr,#phdchat [688] #academictwitter,#ecr [686] #phdlife,#phdchat Top Word Pairs in Tweet in G1:
[1290] openacademics,academicchatter [1181] #phdchat,#phdfriend [1180] #phdfriend,#phdvoice [1032] academicchatter,#academictwitter [659] academicchatter,#phdchat [547] #academictwitter,#ecr [544] #ecr,#phdchat [481] #academictwitter,#phdchat [283] academic,writing [282] asked,sooo Top Word Pairs in Tweet in G2:
[349] openacademics,academicchatter [324] #academictwitter,#phdchat [307] #phdlife,#phdchat [256] academicchatter,#academictwitter [249] #phdchat,#phdlife [220] #phdchat,#phdfriend [217] #phdfriend,#phdvoice [210] #phdchat,#academicchatter [199] openacademics,phdvoice [190] #academictwitter,#academicchatter Top Word Pairs in Tweet in G3:
[60] #scicomm,#phdchat [54] #phdchat,#scicomm [53] jeremyfarrar,michelle_cruk [53] michelle_cruk,ukri_ceo [48] ukri_ceo,universitiesuk [44] #phdchat,#phdlife [43] #researchculture,#reimagineresearch [41] proftimnoakes,drumeshprabhu [41] seis_matters,milespadgett [39] academicparity,proftimnoakes Top Word Pairs in Tweet in G4:
[54] #phdchat,#phdlife [45] #academictwitter,#phdchat [42] #phdlife,#phdchat [41] #phdchat,#academicchatter [38] #academicchatter,#phdchat [36] #phdchat,#academictwitter [29] #academictwitter,#academicchatter [26] #phdchat,#phdforum [24] #acwri,#phdchat [20] #phd,#phdchat Top Word Pairs in Tweet in G5:
[156] #phdchat,#ecrchat [119] #ecrchat,#postdoc [103] #phdforum,#ecrchat [100] #acwri,#phdchat [90] #phdchat,#phdforum [68] #academictwitter,#phdchat [63] paper,published [61] important,mark [61] mark,achievements [61] achievements,#phdchat Top Word Pairs in Tweet in G6:
[304] #phdchat,#phdadvice [300] #phdlife,#ecrchat [300] #ecrchat,#acwri [251] #phdadvice,#phdforum [251] #phdforum,#phdlife [108] scientific,writing [108] writing,short [108] short,guide [107] improve,scientific [107] guide,bushmanlab Top Word Pairs in Tweet in G7:
[222] #academicchatter,#academictwitter [220] hello,everyone [220] everyone,phd [220] phd,student [220] student,lancaster [220] lancaster,university [220] university,uk [220] uk,seeking [220] seeking,early [220] early,career Top Word Pairs in Tweet in G8:
[97] #phdlife,#phdchat [96] getting,phd [96] phd,education [96] education,resilience [96] resilience,training [96] training,deal [96] deal,failure [96] failure,power [96] power,imbalance [96] imbalance,discrimination Top Word Pairs in Tweet in G9:
[142] self,care [142] care,sunday [142] sunday,#phdchat [34] nothing,more [34] more,exciting [34] exciting,getting [34] getting,phd [34] phd,looking [34] looking,wide [34] wide,range Top Word Pairs in Tweet in G10:
[35] #phd,#phdchat [29] phd,arrived [29] arrived,graduation [29] graduation,follow [29] follow,december [29] december,#phd [29] #phdchat,past3amsquad [29] past3amsquad,qualification [29] qualification,number [29] number,inkwenkwe 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 G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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 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: