The graph represents a network of 2,766 Twitter users whose recent tweets contained "academictwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 3,000 tweets, tweeted between 01/12/2023 00:00:00 and 01/01/2024 09:48:33. The network was obtained from Twitter on Thursday, 11 January 2024 at 10:34 UTC.
The tweets in the network were tweeted over the 2035-day, 20-hour, 49-minute period from Friday, 15 June 2018 at 13:45 UTC to Thursday, 11 January 2024 at 10:34 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2766
Unique Edges : 2348
Edges With Duplicates : 2015
Total Edges : 4363
Number of Edge Types : 7
Tweet : 1801
Mentions : 1483
Quote : 366
MentionsInQuote : 212
Replies to : 297
MentionsInReplyTo : 199
MentionsInQuoteReply : 5
Self-Loops : 2169
Reciprocated Vertex Pair Ratio : 0.0141752577319588
Reciprocated Edge Ratio : 0.0279542566709022
Connected Components : 1285
Single-Vertex Connected Components : 867
Maximum Vertices in a Connected Component : 395
Maximum Edges in a Connected Component : 894
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.569719
Graph Density : 0.000205805708427966
Modularity : 0.473421
NodeXL Version : 1.0.1.528
Data Import : The graph represents a network of 2,766 Twitter users whose recent tweets contained "academictwitter", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 3,000 tweets, tweeted between 01/12/2023 00:00:00 and 01/01/2024 09:48:33. The network was obtained from Twitter on Thursday, 11 January 2024 at 10:34 UTC.
The tweets in the network were tweeted over the 2035-day, 20-hour, 49-minute period from Friday, 15 June 2018 at 13:45 UTC to Thursday, 11 January 2024 at 10:34 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : academictwitter
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[279] #academictwitter,#academicchatter [198] #academicchatter,#academictwitter [121] umaeditorial,#academictwitter [120] #academictwitter,botdeeducacion [120] botdeeducacion,#education [101] #medtwitter,#academictwitter [74] econometrics,math [74] #fmge2023,#neetpg2023 [74] history,econometrics [74] paper,pay Top Word Pairs in Tweet in G1:
[141] #academictwitter,#academicchatter [117] #academicchatter,#academictwitter [74] econometrics,math [74] history,econometrics [74] paper,pay [73] academictwitter,paper [73] physics,history [73] english,academictwitter [72] book,review [72] biology,essay Top Word Pairs in Tweet in G2:
[19] #academictwitter,#academicchatter [17] #academictwitter,#academia [15] #academictwitter,academicchatter [13] #academictwitter,#phdchat [13] #academicchatter,#academictwitter [12] academicchatter,#academictwitter [12] phdvoice,phd_genie [7] phdvoice,#academictwitter [6] #academia,#research [6] #academictwitter,#phdvoice Top Word Pairs in Tweet in G3:
[47] contributing,successful [47] thank,contributing [47] successful,year [47] article,2023 [47] year,jmir [47] jmir,publications [46] involved,thank [46] #bestof2023,#academictwitter [46] authors,involved [46] congratulate,authors Top Word Pairs in Tweet in G4:
[12] #academicchatter,#academictwitter [12] #academictwitter,#academicchatter [10] #academictwitter,thephdstory [9] #academicchatter,#phdvoice [9] #researchlife,#academictwitter [9] #phdvoice,#academictwitter [8] #research,#academia [8] #academic,#researchlife [8] #academia,#academic [5] takeover,editage Top Word Pairs in Tweet in G5:
[6] #science,#sciencetwitter [6] biopatrika,voicesofindacad [4] looking,forward [4] voicesofindacad,#academictwitter [3] scicomm_india,voicesofindacad [3] #academicchatter,#science [3] biopatrika,scicomm_india [3] #academictwitter,#academicchatter [2] opening,phd [2] research,school Top Word Pairs in Tweet in G6:
[6] #highered,#academictwitter [4] #academictwitter,#highered [2] princetonupress,newbooksnetwork [2] search,reach [2] #literacyeducation,#elementaryed [2] #booksworthreading,#academictwitter [2] take,care [2] year,newbooksnetwork [2] newbooksnetwork,#booksworthreading [2] downloaded,2023 Top Word Pairs in Tweet in G7:
[5] #academictwitter,#academicchatter [4] #newpi,#academictwitter [3] #academicchatter,#academictwitter [2] please,#newpi [2] below,please [2] please,check [2] #newpi,#academicchatter [2] research,tech [2] receive,treatment [2] stat3,axis Top Word Pairs in Tweet in G8:
[11] #academicchatter,#academictwitter [4] #academictwitter,#epitwitter [3] #academictwitter,#academia [3] #academictwitter,#academicchatter [2] thanks,mushtaqbilalphd [2] #academia,#epitwitter [2] #epitwitter,#academia [2] academic,writing Top Word Pairs in Tweet in G9:
[8] #academictwitter,#academicchatter [4] #academictwitter,#academia [3] #academictwitter,#phdchat [3] #academicchatter,#highereducation [2] #phdchat,#phdvoice [2] mole,rats [2] anjali,sharma [2] #academicchatter,#phdchat [2] #academicchatter,#academia [2] cell,culture Top Word Pairs in Tweet in G10:
[4] more,research [4] find,more [3] read,paper [2] higher,levels [2] medical,imaging [2] ruhrunibochum,tu_dortmund [2] best,proceedings [2] imaging,foundation [2] paper,researcher [2] proceedings,paper Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: