The graph represents a network of 632 Twitter users whose recent tweets contained "chatgpt futureofwork", 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, 01 February 2023 at 18:51 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 51-minute period from Sunday, 22 January 2023 at 19:58 UTC to Wednesday, 01 February 2023 at 16:50 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 : 632
Unique Edges : 1722
Edges With Duplicates : 589
Total Edges : 2311
Number of Edge Types : 5
Retweet : 502
MentionsInRetweet : 1337
Mentions : 316
Tweet : 138
Replies to : 18
Self-Loops : 163
Reciprocated Vertex Pair Ratio : 0.0338409475465313
Reciprocated Edge Ratio : 0.0654664484451719
Connected Components : 100
Single-Vertex Connected Components : 66
Maximum Vertices in a Connected Component : 458
Maximum Edges in a Connected Component : 2063
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.325405
Graph Density : 0.00459638107083392
Modularity : 0.514529
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 632 Twitter users whose recent tweets contained "chatgpt futureofwork", 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, 01 February 2023 at 18:51 UTC.
The tweets in the network were tweeted over the 9-day, 20-hour, 51-minute period from Sunday, 22 January 2023 at 19:58 UTC to Wednesday, 01 February 2023 at 16:50 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 : chatgpt futureofwork
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[147] #ai,#ml [137] #futureofwork,#ai [126] #innovation,#tech [117] #tech,#ces2023 [117] #programming,#coding [109] #chatgpt,#ai [107] papers,credited [107] #ml,#programming [86] #futureofwork,#chatgpt [73] #chatgpt3,#futureofwork Top Word Pairs in Tweet in G1:
[99] #ai,#ml [90] #ml,#programming [90] papers,credited [90] #programming,#coding [80] #innovation,#tech [73] #tech,#ces2023 [72] #futureofwork,#ai [58] #chatgpt3,#futureofwork [49] #nlp,#ai [49] #technology,#futureofwork Top Word Pairs in Tweet in G2:
[16] #futureofwork,#ai [14] arrived,#futureofwork [14] facebook,10 [14] mainstreaming,#ai [14] months,twitter [14] months,facebook [14] months,#chatgpt [14] consultancy,#futureofwork [14] twitter,34 [14] #futureofwork,#startups Top Word Pairs in Tweet in G3:
[41] #machinelearning,#deeplearning [33] #futureofwork,#ai [26] #artificialintelligence,#machinelearning [26] haroldsinnott,diofavatas [24] #ai,#ml [22] #innovation,#tech [22] pascal_bornet,enricomolinari [22] xbond49,pascal_bornet [22] #tech,#ces2023 [22] haroldsinnott,xbond49 Top Word Pairs in Tweet in G4:
[13] #ai,#futureofwork [10] #chatgpt,#futureofwork [8] #chatgpt,#ai [7] #ai,#chatgpt [5] ai,future [5] future,work [4] knowledge,workers [4] impact,ai [4] work,#ai [4] #futureofwork,#chatgpt Top Word Pairs in Tweet in G5:
[13] mikequindazzi,#nlp [13] #computervision,#futureofwork [13] #bigdata,#ml [13] #ml,#nlu [13] #nlg,#computervision [13] #nlp,#nlg [13] #ai,#aiio [13] #nlu,#futureofwork [13] #aiio,#bigdata [6] spirosmargaris,marshacollier Top Word Pairs in Tweet in G6:
[25] competitors,#meta [25] #digitalhealth,#healthtech [25] #business,#futureofwork [25] #startups,#business [25] palm,#lamda [25] #research,#digitalhealth [25] #artificialintelligence,#automation [25] #healthtech,#healthcare [25] #lamda,#chatbots [25] #chatbots,#artificialintelligence Top Word Pairs in Tweet in G7:
[6] participation,#ai [6] decision,hilarious [6] efficient,decision [6] real,asset [6] management,team [6] asset,efficient [6] promoted,#chatgpt [6] meeting,participation [6] #chatgpt,management [6] #ai,#futureofwork Top Word Pairs in Tweet in G8:
[16] #searchengine,#socialmedia [16] #futureofwork,#chatgpt [16] #innovation,#tech [16] #socialmedia,#futureofwork [16] #digitaltransformation,#innovation [16] #chatgpt,#ai [16] #ces2023,#google [16] #tech,#ces2023 [16] #ai,#ml [16] #google,#searchengine Top Word Pairs in Tweet in G9:
[12] finance,10 [12] following,#jobs [12] engineering,writing [12] graphic,design [12] design,software [12] education,coding [12] software,engineering [12] 10,#futureofwork [12] obsolete,#chatgpt [12] risk,obsolete Top Word Pairs in Tweet in G10:
[10] ai,tools [10] ai,future [10] knowledge,workers [10] tools,artists [10] work,experts [10] dall,ai [10] artists,knowledge [10] future,work [6] workers,#futureofwork [6] #futureofwork,#worktrends Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: