The graph represents a network of 1,276 Twitter users whose recent tweets contained "#NLProc", 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, 20 April 2021 at 04:59 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 51-minute period from Sunday, 11 April 2021 at 21:59 UTC to Tuesday, 20 April 2021 at 04:50 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 : 1276
Unique Edges : 2483
Edges With Duplicates : 1022
Total Edges : 3505
Number of Edge Types : 5
Mentions : 348
Retweet : 1598
MentionsInRetweet : 1151
Replies to : 15
Tweet : 393
Self-Loops : 400
Reciprocated Vertex Pair Ratio : 0.0485590209238058
Reciprocated Edge Ratio : 0.0926204819277108
Connected Components : 64
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 1140
Maximum Edges in a Connected Component : 3334
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.036334
Graph Density : 0.00163255270760342
Modularity : 0.646817
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,276 Twitter users whose recent tweets contained "#NLProc", 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, 20 April 2021 at 04:59 UTC.
The tweets in the network were tweeted over the 8-day, 6-hour, 51-minute period from Sunday, 11 April 2021 at 21:59 UTC to Tuesday, 20 April 2021 at 04:50 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 : #NLProc
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:
[417] #datascience,#ai [325] #ai,#machinelearning [296] #bigdata,#datascience [231] #iot,#iiot [216] #bigdata,#analytics [216] #python,#rstats [202] #analytics,#datascience [202] #javascript,#reactjs [196] #cloudcomputing,#serverless [196] #programming,#coding Top Word Pairs in Tweet in G1:
[413] #datascience,#ai [320] #ai,#machinelearning [291] #bigdata,#datascience [229] #iot,#iiot [215] #bigdata,#analytics [215] #python,#rstats [201] #analytics,#datascience [201] #javascript,#reactjs [195] #cloudcomputing,#serverless [195] #programming,#coding Top Word Pairs in Tweet in G2:
[88] language,models [82] language,modeling [80] pre,training [74] excited,announce [74] announce,masked [74] masked,language [74] modeling,distributional [74] distributional,hypothesis [74] hypothesis,order [74] order,word Top Word Pairs in Tweet in G3:
[41] arr,accepting [41] accepting,submissions [41] submissions,please [41] please,see [41] see,overview [41] overview,submission [41] submission,form [41] form,link [41] link,submission [41] submission,site Top Word Pairs in Tweet in G4:
[147] arxiv,2104 [104] co,hw5rvw4uke [103] hw5rvw4uke,#nlproc [39] natural,language [35] language,processing [29] introduction,language [29] language,technologies [29] technologies,applications [28] deep,learning [26] registration,open Top Word Pairs in Tweet in G5:
[28] date,september [28] september,1st [18] opportunity,work [16] hiring,computational [16] computational,linguist [16] linguist,work [16] work,wonderful [16] wonderful,group [16] group,apply [16] apply,lecturer Top Word Pairs in Tweet in G6:
[15] few,shot [14] promise,meta [14] meta,learning [14] learning,hasn [14] hasn,fully [14] fully,realized [14] realized,#nlproc [14] #nlproc,shikharmurty [14] shikharmurty,tatsu_hashimoto [14] tatsu_hashimoto,chrmanning Top Word Pairs in Tweet in G7:
[16] code,mixing [13] openings,phd [13] phd,positions [13] positions,group [13] group,national [13] national,university [13] university,ireland [13] ireland,galway [13] galway,natural [13] natural,language Top Word Pairs in Tweet in G8:
[20] #nlp,#nlproc [17] email,dm [15] postdoc,research [15] research,associate [15] associate,position [15] position,available [15] available,year [15] year,work [15] work,kbontcheva [15] kbontcheva,developing Top Word Pairs in Tweet in G9:
[24] projekt,digitale [24] digitale,werkzeuge [24] werkzeuge,historische [24] historische,inventare [24] #digitaldhaustria,#nlproc [24] #nlproc,#digitalhumanities [13] one,week [13] week,left [13] left,submit [13] submit,work Top Word Pairs in Tweet in G10:
[16] word,sense [16] sense,disambiguation [10] disambiguation,meets [10] meets,reading [10] reading,comprehension [10] comprehension,#naacl2021 [10] #naacl2021,paper [10] paper,reformulate [10] reformulate,#wsd [10] #wsd,extractive 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 G9:
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: