The graph represents a network of 7,460 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 February 2021 at 15:41 UTC.
The requested start date was Friday, 05 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 12-hour, 53-minute period from Monday, 01 February 2021 at 22:18 UTC to Thursday, 04 February 2021 at 11:12 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 : 7460
Unique Edges : 5195
Edges With Duplicates : 11689
Total Edges : 16884
Number of Edge Types : 5
Retweet : 5146
MentionsInRetweet : 6971
Tweet : 1698
Mentions : 2911
Replies to : 158
Self-Loops : 1754
Reciprocated Vertex Pair Ratio : 0.0369562722368874
Reciprocated Edge Ratio : 0.0712783619258439
Connected Components : 1219
Single-Vertex Connected Components : 459
Maximum Vertices in a Connected Component : 3823
Maximum Edges in a Connected Component : 11148
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.836694
Graph Density : 0.000162371096039942
Modularity : 0.519812
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 7,460 Twitter users whose tweets in the requested range contained "#stem", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 07 February 2021 at 15:41 UTC.
The requested start date was Friday, 05 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 12-hour, 53-minute period from Monday, 01 February 2021 at 22:18 UTC to Thursday, 04 February 2021 at 11:12 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 : GraphServerTwitterSearch
Graph Term : #stem
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:
[574] ø,ø [513] ø,ù [434] ù,ø [291] ù,ù [256] creatividad,innovaciã [255] innovaciã,salã [255] salã,clase [250] œpromover,creatividad [249] clase,design [246] #webinar,siemensstiftung Top Word Pairs in Tweet in G1:
[68] black,women [58] artificial,intelligence [53] bob,ulrich [53] ulrich,targetâ [53] targetâ,former [53] former,ceo [53] ceo,chairman [53] chairman,believes [53] believes,donâ [53] donâ,money Top Word Pairs in Tweet in G2:
[52] dmp,2016 [44] review,make [44] make,break [44] break,lily [44] lily,menon [44] menon,smenonbooks [44] smenonbooks,#bookrelease [42] #bookrelease,#romance [42] #romance,#stem [31] #stem,storeybookrev Top Word Pairs in Tweet in G3:
[29] ø,ø [28] #stem,#stemeducation [23] ø,ù [22] #stem,#steam [15] ãƒ,ム[14] ù,ù [13] ù,ø [12] #science,#stem [11] learn,more [10] #steam,#stem Top Word Pairs in Tweet in G4:
[255] creatividad,innovaciã [254] innovaciã,salã [254] salã,clase [249] œpromover,creatividad [249] clase,design [245] #webinar,siemensstiftung [245] siemensstiftung,œpromover [239] #educaciã,#webinar [238] tinocogrogelio,#educaciã [238] design,thinkingâ Top Word Pairs in Tweet in G5:
[14] happy,monday [14] monday,everyone [14] everyone,week [14] week,means [14] means,beginning [14] beginning,#etsy [14] #etsy,shop [14] shop,back [14] back,very [14] very,excited Top Word Pairs in Tweet in G6:
[179] becas,maestrã [179] maestrã,reas [179] reas,#stem [179] #stem,ciencias [179] ciencias,tecnologã [179] tecnologã,ingerã [179] ingerã,matemã [179] matemã,ticas [179] ticas,britishcouncilâ [179] britishcouncilâ,imperialcollegeâ Top Word Pairs in Tweet in G7:
[140] let's,speak [140] speak,against [140] against,systematic [140] systematic,barriers [140] barriers,long [140] long,standing [140] standing,stereotypes [140] stereotypes,continue [140] continue,keep [140] keep,girls Top Word Pairs in Tweet in G8:
[18] junior,einsteins [15] online,telescopes [14] top,pictures [14] pictures,month [14] month,jan [14] jan,2021 [14] 2021,captured [14] captured,processed [14] processed,members [14] members,using Top Word Pairs in Tweet in G9:
[12] thanks,forbes [12] forbes,technology [12] technology,council [12] council,stemceo [12] stemceo,pulling [12] pulling,together [12] together,one [12] one,incredible [12] incredible,female [12] female,#stem Top Word Pairs in Tweet in G10:
[13] intentional,learningâ [13] learningâ,important [13] important,skill [13] skill,learn [13] learn,#futureofwork [13] #futureofwork,wef [11] #robotics,#stem [11] enricomolinari,intentional [11] wef,enâ [10] wef,enricomolinari 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 G5:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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: