The graph represents a network of 1.023 Twitter users whose recent tweets contained "#ChatGPT #Education lang:en", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2.000 tweets. The network was obtained from Twitter on Saturday, 11 February 2023 at 16:52 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 56-minute period from Thursday, 02 February 2023 at 08:19 UTC to Saturday, 11 February 2023 at 15:16 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.
Vertices : 1023
Unique Edges : 1471
Edges With Duplicates : 256
Total Edges : 1727
Number of Edge Types : 5
Retweet : 712
Mentions : 220
MentionsInRetweet : 529
Tweet : 258
Replies to : 8
Self-Loops : 284
Reciprocated Vertex Pair Ratio : 0,0344036697247706
Reciprocated Edge Ratio : 0,0665188470066519
Connected Components : 218
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 1179
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 6,504662
Graph Density : 0,00129411022031437
Modularity : 0,753811
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1.023 Twitter users whose recent tweets contained "#ChatGPT #Education lang:en", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 2.000 tweets. The network was obtained from Twitter on Saturday, 11 February 2023 at 16:52 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 56-minute period from Thursday, 02 February 2023 at 08:19 UTC to Saturday, 11 February 2023 at 15:16 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 #Education lang:en
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:
[286] #chatgpt,#education [133] relevant,chatgpt [132] staying,relevant [132] chatgpt,few [132] #creativity,#innovation [132] suggestions,students [132] #innovation,#chatgpt [132] few,suggestions [132] students,#creativity [125] #ai,#education Top Word Pairs in Tweet in G1:
[24] #chatgpt,#education [18] #education,#chatgpt [11] #ai,#education [10] #ai,#chatgpt [9] #chatgpt,#ai [8] #education,#artificialintelligence [7] #chatgpt,#openai [5] chat,gpt [5] #education,#learning [4] #ai,#artificialintelligence Top Word Pairs in Tweet in G2:
[132] relevant,chatgpt [131] suggestions,students [131] #innovation,#chatgpt [131] chatgpt,few [131] staying,relevant [131] #chatgpt,#education [131] students,#creativity [131] few,suggestions [131] #creativity,#innovation Top Word Pairs in Tweet in G3:
[31] rculatta,#education [24] #chatgpt,#education [22] impact,role [22] creating,mixed [22] ai,tech [22] tech,classroom [22] way,students [22] revolutionize,way [22] educators,#chatgpt [22] raises,questions Top Word Pairs in Tweet in G4:
[79] #highschool,#curriculum [79] brain,blast [79] #teaching,#k12 [79] time,brain [79] #education,#engchat [79] #chatgpt,#teaching [79] #principal,#highschool [79] #edtech,#principal [79] save,time [79] #k12,#ukedchat Top Word Pairs in Tweet in G5:
[59] #ai,#education [38] students,#ai [38] weaknesses,pass [38] #chatgpt,#teachers [38] pass,students [38] #teachers,understand [38] down,#chatgpt [38] understand,opportunities [38] opportunities,weaknesses [38] #education,#aiineducation Top Word Pairs in Tweet in G6:
[58] #artificialintelligence,#digital [58] #prompts,#chatbot [58] #innovation,#agi [58] #chatbot,#education [58] #5g,#iot [58] #technology,#innovation [58] #openai,#artificialintelligence [58] #digital,#healthcare [58] #healthtech,#prompts [58] #automation,#5g Top Word Pairs in Tweet in G7:
[10] #ai,#chatgpt [7] #education,#ai [7] #digieduwebinar,interested [7] #education,#chatgpt [7] #learningdeisgn,#authenticassessment [7] industry,practice [7] practice,vle [7] sign,next [7] still,time [7] next,#digieduwebinar Top Word Pairs in Tweet in G8:
[15] #chatgpt,#ai [8] #ai,#education [7] #ai,#aiwriting [7] #aiwriting,#cheating [7] #cheating,#teaching [7] chatgpt,cheating [7] cheating,#chatgpt [7] #teaching,#education [7] #education,#edchat [7] prevent,chatgpt Top Word Pairs in Tweet in G9:
[9] #artificialintelligence,#machinelearning [9] #machinelearning,#deeplearning [9] #deeplearning,#agi [6] gave,#chatgpt [6] #fintech,#artificialintelligence [6] aaronmcdade,businessinsider [6] level,#exam [6] #chatgpt,#mba [6] #education,#fintech [6] 'amazing,tool' Top Word Pairs in Tweet in G10:
[13] crisis,blog [13] #school,#academictwitter [13] #artificialintelligence,crisis [13] #ai,powering [13] powering,work [13] slumbered,#artificialintelligence [13] #education,#educator [13] #miee,#mieexpert [13] #highered,slumbered [13] years,#chatgpt Top Replied-To in Entire Graph:
Top Replied-To in G7:
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: