The graph represents a network of 1,493 Twitter users whose recent tweets contained "#EMNLP2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 12/7/2022 3:05:31 PM and 12/14/2022 3:05:31 PM. The network was obtained from Twitter on Wednesday, 14 December 2022 at 23:09 UTC.
The tweets in the network were tweeted over the 478-day, 8-hour, 36-minute period from Monday, 23 August 2021 at 13:35 UTC to Wednesday, 14 December 2022 at 22:12 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 : 1493
Unique Edges : 1438
Edges With Duplicates : 3893
Total Edges : 5331
Number of Edge Types : 9
Retweet : 1520
MentionsInRetweet : 2256
Replies to : 98
MentionsInReplyTo : 138
MentionsInQuote : 185
Quote : 182
Mentions : 602
Tweet : 345
MentionsInQuoteReply : 5
Self-Loops : 603
Reciprocated Vertex Pair Ratio : 0.0987074030552291
Reciprocated Edge Ratio : 0.179679144385027
Connected Components : 73
Single-Vertex Connected Components : 40
Maximum Vertices in a Connected Component : 1353
Maximum Edges in a Connected Component : 5096
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.565922
Graph Density : 0.0012592276019099
Modularity : 0.401042
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=286307
Data Import : The graph represents a network of 1,493 Twitter users whose recent tweets contained "#EMNLP2022", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 12/7/2022 3:05:31 PM and 12/14/2022 3:05:31 PM. The network was obtained from Twitter on Wednesday, 14 December 2022 at 23:09 UTC.
The tweets in the network were tweeted over the 478-day, 8-hour, 36-minute period from Monday, 23 August 2021 at 13:35 UTC to Wednesday, 14 December 2022 at 22:12 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 : TwitterSearch2
Graph Term : #EMNLP2022
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:
[135] poster,session [121] abu,dhabi [92] #emnlp2022,paper [80] won,#emnlp2022 [66] attending,#emnlp2022 [60] best,demo [60] #emnlp2022,best [58] language,models [58] emnlpmeeting,#emnlp2022 [58] #emnlp2022,#nlproc Top Word Pairs in Tweet in G1:
[32] african,languages [32] emnlpmeeting,#emnlp2022 [31] abu,dhabi [23] #emnlp2022,#emnlp2022livetweet [21] #emnlp2022,#nlproc [20] library,datasets [20] bloom,library [20] arabic,nlp [18] long,paper [18] won,#emnlp2022 Top Word Pairs in Tweet in G2:
[28] two,works [28] #emnlp2022,two [27] poster,session [23] optimizing,discrete [22] text,prompts [22] nlp,rlprompt [22] rlprompt,optimizing [22] works,intersection [22] rl,nlp [22] intersection,rl Top Word Pairs in Tweet in G3:
[15] #emnlp2022,paper [14] cool,help [14] paper,met [14] highly,recommend [14] met,#emnlp2022 [14] blowing,paper [14] #emnlp2022,highly [14] idea,cool [14] mind,blowing [14] recommend,paper Top Word Pairs in Tweet in G4:
[54] best,demo [54] won,#emnlp2022 [52] three,row [52] huggingface,2020 [52] transformers,2021 [52] 2020,transformers [52] woohoo,won [52] row,huggingface [52] #emnlp2022,best [52] demo,three Top Word Pairs in Tweet in G5:
[11] #emnlp2022,paper [9] learn,more [9] abu,dhabi [8] dec,11 [7] appearing,#emnlp2022 [7] workshop,#emnlp2022 [7] check,#emnlp2022 [6] writing,check [6] work,#emnlp2022 [6] revision,scientific Top Word Pairs in Tweet in G6:
[19] #emnlp2022,paper [13] generated,summaries [12] sentence,summarization [12] create,sentence [12] data,end [12] training,data [12] using,llm [12] model,using [12] summaries,training [12] summarization,model Top Word Pairs in Tweet in G7:
[11] poster,session [7] 11,00h [7] 00h,#emnlp2022 [7] 00,11 [7] 09,00 [7] meet,poster [7] session,09 [6] xyou,meet [5] abu,dhabi [5] information,change Top Word Pairs in Tweet in G8:
[10] poster,session [9] excited,share [8] #emnlp2022,sponsors [7] #emnlp2022,present [7] #emnlp2022,person [7] sponsors,week [7] sunayana,sitaram [7] work,#nlproc [7] presenting,paper [7] attending,#emnlp2022 Top Word Pairs in Tweet in G9:
[9] poster,session [9] virtual,poster [8] project,multilingual [8] noun,compound [8] compound,interpretation [8] looking,postdoc [8] nlp,year [8] postdoc,nlp [8] multilingual,noun [8] interpretation,possibly Top Word Pairs in Tweet in G10:
[22] retriever,reader [21] information,qa [21] training,separate [21] models,cumbersome [21] reader,models [21] qa,critical [21] reliability,training [21] separate,retriever [21] critical,reliability [21] retrieving,information Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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