The graph represents a network of 474 Twitter users whose recent tweets contained "#AI (#climatechange OR #climatecrisis OR #greentech)", 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, 29 December 2020 at 18:21 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 55-minute period from Monday, 21 December 2020 at 17:20 UTC to Tuesday, 29 December 2020 at 18:15 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 : 474
Unique Edges : 2037
Edges With Duplicates : 1044
Total Edges : 3081
Number of Edge Types : 5
Retweet : 507
MentionsInRetweet : 2101
Replies to : 9
Mentions : 425
Tweet : 39
Self-Loops : 49
Reciprocated Vertex Pair Ratio : 0,0302233902759527
Reciprocated Edge Ratio : 0,0586734693877551
Connected Components : 14
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 411
Maximum Edges in a Connected Component : 2521
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,199157
Graph Density : 0,0104905397810903
Modularity : 0,480484
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 474 Twitter users whose recent tweets contained "#AI (#climatechange OR #climatecrisis OR #greentech)", 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, 29 December 2020 at 18:21 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 55-minute period from Monday, 21 December 2020 at 17:20 UTC to Tuesday, 29 December 2020 at 18:15 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 : #AI (#climatechange OR #climatecrisis OR #greentech)
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:
[94] #ai,#iot [93] tus,pasiones [93] pasiones,tus [93] tus,ideas [93] ideas,tu [93] tu,vida [93] vida,#planetclassroom [93] #planetclassroom,marthagraham [93] marthagraham,commffestradio1 [93] commffestradio1,kidsfirstmedia Top Word Pairs in Tweet in G1:
[22] artificial,intelligence [20] climate,change [19] create,powerful [19] powerful,#nlp [19] #nlp,system [19] system,weeks [19] #ai4good,#ai [19] #ai,#datascience [19] #datascience,#nlp [19] #nlp,#qna Top Word Pairs in Tweet in G2:
[49] #ai,#machinelearning [26] artificial,intelligence [24] intelligence,reveals [24] reveals,hundreds [24] hundreds,millions [24] millions,trees [24] trees,sahara [24] sahara,uni_copenhagen [24] uni_copenhagen,eurekalert [24] eurekalert,#ai Top Word Pairs in Tweet in G3:
[28] empathetic,#tech [28] #tech,#sustainability [28] #sustainability,revolution [28] revolution,#rethink [28] #rethink,#future [28] #future,co [28] co,cccn82apfr [28] cccn82apfr,key [28] key,takeaways [28] takeaways,opentext Top Word Pairs in Tweet in G4:
[66] #ai,#iot [56] futurism,#climatechange [56] #climatechange,#climateaction [56] #climateaction,#sdgs [56] #sdgs,#togetherforourplanet [56] #togetherforourplanet,#ml [56] #ml,#bigdata [56] #bigdata,#analytics [56] #analytics,#datascience [56] #datascience,#ai Top Word Pairs in Tweet in G5:
[41] enricomolinari,#climatechange [27] wef,enricomolinari [27] #climatechange,#finclime [27] #finclime,#ai [27] #ai,#insurtech [16] fascination,forestation [16] forestation,wef [15] #climatechange,#ai [14] tourists,stay [14] stay,desert Top Word Pairs in Tweet in G6:
[7] #ai,#machinelearning [7] fascination,forestation [7] forestation,wef [7] wef,enricomolinari [7] enricomolinari,#climatechange [7] #climatechange,#finclime [7] #finclime,#ai [7] #ai,#insurtech [7] #insurtech,paula_piccard [7] paula_piccard,fabriziobustama Top Word Pairs in Tweet in G7:
[93] tus,pasiones [93] pasiones,tus [93] tus,ideas [93] ideas,tu [93] tu,vida [93] vida,#planetclassroom [93] #planetclassroom,marthagraham [93] marthagraham,commffestradio1 [93] commffestradio1,kidsfirstmedia [93] kidsfirstmedia,dreamadreamind Top Word Pairs in Tweet in G8:
[10] #artificialintelligence,drive [10] drive,#climatechange [10] #climatechange,strategy [10] strategy,#fintch [10] #fintch,#bigdata [10] #bigdata,#ai [10] #ai,#machinelearning [10] #machinelearning,ishers123 [10] ishers123,informationage [10] informationage,psb_dc Top Word Pairs in Tweet in G9:
[13] artificial,intelligence [13] intelligence,drive [9] strategy,#ai [8] drive,climate [8] climate,change [8] change,strategy [8] #ai,#artificialintelligence [8] #artificialintelligence,#greenrecovery [8] #greenrecovery,#eugreendeal [8] #eugreendeal,#climateactionnow Top Word Pairs in Tweet in G10:
[3] computer,vision [3] vision,natural [3] natural,language [3] language,processing [3] processing,reinforcement [3] reinforcement,learning [3] learning,help [3] help,save [3] save,planet [3] planet,#machinelearning Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
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 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: