The graph represents a network of 7,339 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 Wednesday, 10 November 2021 at 10:51 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Monday, 01 November 2021 at 13:18 UTC to Wednesday, 10 November 2021 at 10:03 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 : 7339
Unique Edges : 15700
Edges With Duplicates : 9742
Total Edges : 25442
Number of Edge Types : 5
Mentions : 3717
Retweet : 6973
MentionsInRetweet : 12952
Tweet : 1605
Replies to : 195
Self-Loops : 1755
Reciprocated Vertex Pair Ratio : 0.0217595307917889
Reciprocated Edge Ratio : 0.0425922736926698
Connected Components : 702
Single-Vertex Connected Components : 367
Maximum Vertices in a Connected Component : 5605
Maximum Edges in a Connected Component : 22869
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.690791
Graph Density : 0.000323488231479199
Modularity : 0.535604
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,339 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 Wednesday, 10 November 2021 at 10:51 UTC.
The tweets in the network were tweeted over the 8-day, 20-hour, 45-minute period from Monday, 01 November 2021 at 13:18 UTC to Wednesday, 10 November 2021 at 10:03 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:
[1806] openacademics,academicchatter [1361] academicchatter,#academictwitter [1325] #phdlife,#phdchat [1283] #phdchat,#phdfriend [1059] #phdfriend,#phdvoice [921] #academictwitter,#phdchat [850] #ecr,#phdchat [839] #academictwitter,#ecr [629] #phdchat,#academictwitter [592] #phdchat,#phdlife Top Word Pairs in Tweet in G1:
[1487] openacademics,academicchatter [1096] academicchatter,#academictwitter [902] #phdchat,#phdfriend [901] #phdfriend,#phdvoice [719] #academictwitter,#ecr [719] #ecr,#phdchat [473] #phdlife,#phdchat [394] #academictwitter,#phdchat [283] #academictwitter,#phdlife [255] #phdchat,phdvoice Top Word Pairs in Tweet in G2:
[491] #phdlife,#phdchat [348] #phdchat,#phdfriend [279] openacademics,academicchatter [233] #phdchat,#phdvoice [233] academicchatter,#academictwitter [202] #phdchat,#phdlife [182] #phdfriend,#phdgenie [180] #phdchat,phdvoice [171] #academicwriting,#phdchat [169] #phdgenie,#phdlife Top Word Pairs in Tweet in G3:
[93] #phdchat,#scicomm [49] scicommbot,#academicchatter [41] #scicomm,#phdchat [36] #academicchatter,b0tsci [35] morimahmoudi,academicparity [32] academicparity,proftimnoakes [31] #scicomm,#sciencecomm [27] #academicchatter,#phdchat [25] jeremyfarrar,michelle_cruk [25] michelle_cruk,ukri_ceo Top Word Pairs in Tweet in G4:
[267] #phdchat,#phdadvice [263] #phdadvice,#phdforum [247] #phdforum,#phdlife [247] #phdlife,#ecrchat [194] #ecrchat,#acwri [148] thesis,dissertation [145] doing,thesis [145] raverluning,#phdchat [109] gt,gt [85] dissertation,start Top Word Pairs in Tweet in G5:
[241] #phdchat,#phdforum [130] #phdchat,#ecrchat [128] #ecrchat,#postdoc [120] know,phd [120] phd,finished [120] finished,phd [120] phd,never [120] never,finished [120] finished,always [120] always,more Top Word Pairs in Tweet in G6:
[79] #phdlife,#phdchat [40] #phdchat,#phdlife [37] #phdchat,#academictwitter [37] #academictwitter,#phdchat [32] #academictwitter,#academicchatter [26] #phdchat,#academicchatter [25] #academicchatter,#phdchat [12] #phd,#phdchat [8] #phdlife,#phd [8] #phd,#phdlife Top Word Pairs in Tweet in G7:
[34] #phdone,#phdchat [21] #phdlife,#phdchat [20] science,viva [20] viva,workshop [18] #phdchat,#phdone [18] 14,45h [16] #phdchat,#phdlife [14] passed,phd [14] #phdchat,#academicchatter [14] take,part Top Word Pairs in Tweet in G8:
[77] #academictwitter,#academicchatter [69] #python,#coding [61] quality,work [58] legit,reliable [57] top,notch [57] notch,quality [56] academic,help [56] #phdchat,#freelancing [55] #phdchat,#phdlife [54] genuine,professional Top Word Pairs in Tweet in G9:
[53] #phdchat,#phdposition [41] fully,funded [38] #phd,#phdchat [34] #phd,alert [34] alert,interested [34] interested,#bee [34] #bee,#nutrition [34] #nutrition,#ecology [34] #ecology,#climatechange [34] #climatechange,#genomics Top Word Pairs in Tweet in G10:
[119] #phdchat,#phdforum [115] #phd,#phdlife [115] #phdlife,#phdmemes [115] #phdmemes,#phdchat [115] #phdforum,#academictwitter [115] #academictwitter,#academicchatter [115] #academicchatter,#academia [113] #academia,#research [96] #research,#researcher [4] openacademics,academicchatter 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 G8:
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: