The graph represents a network of 8,477 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 Friday, 12 March 2021 at 15:41 UTC.
The requested start date was Friday, 12 March 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, 6-hour, 53-minute period from Tuesday, 09 March 2021 at 18:07 UTC to Friday, 12 March 2021 at 01:01 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 : 8477
Unique Edges : 7146
Edges With Duplicates : 11723
Total Edges : 18869
Number of Edge Types : 5
Tweet : 1807
Retweet : 4916
MentionsInRetweet : 7861
Mentions : 4094
Replies to : 191
Self-Loops : 1907
Reciprocated Vertex Pair Ratio : 0.0378889100973468
Reciprocated Edge Ratio : 0.0730114942528736
Connected Components : 1522
Single-Vertex Connected Components : 526
Maximum Vertices in a Connected Component : 4169
Maximum Edges in a Connected Component : 12333
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.895691
Graph Density : 0.000151354777658649
Modularity : 0.551938
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 8,477 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 Friday, 12 March 2021 at 15:41 UTC.
The requested start date was Friday, 12 March 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, 6-hour, 53-minute period from Tuesday, 09 March 2021 at 18:07 UTC to Friday, 12 March 2021 at 01:01 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:
[195] fun,time [195] time,breaking [195] breaking,#geode [195] #geode,weekend [195] weekend,jerma895 [195] jerma895,#twitch [195] #twitch,jwbonde [195] jwbonde,talked [195] talked,geodes [195] geodes,form Top Word Pairs in Tweet in G1:
[80] #iwd2021,#internationalwomensday [65] joining,#iwd2021 [61] ibilola_amao,thank [61] #internationalwomensday,#internationalwomensday2021 [56] #stem,#womeninstem [44] artificial,intelligence [39] #ai,#machinelearning [37] women,artificial [36] black,women [34] forrester,key Top Word Pairs in Tweet in G2:
[21] #goals,#success [20] #learning,#kids [20] #kids,#goals [19] #science,#stem [16] sister,mary [16] mary,kenneth [16] kenneth,keller [16] keller,along [16] along,being [16] being,first Top Word Pairs in Tweet in G3:
[19] #stem,#stemeducation [18] learn,more [17] #science,#stem [15] #stem,#steam [11] high,school [11] #stem,#engineering [10] women,#stem [10] science,week [9] #stem,#education [9] #stem,#science Top Word Pairs in Tweet in G4:
[31] offering,grants [30] csa_asc,offering [30] develop,space [27] #stem,initiatives [26] grants,profit [26] profit,organizations [26] organizations,schools [26] schools,develop [26] space,#stem [26] initiatives,12 Top Word Pairs in Tweet in G5:
[21] science,week [20] british,science [16] #bsw21,#stem [16] #stem,learning [11] #stem,#bsw21 [10] scienceweekuk,#bsw21 [9] careers,#stem [9] #stem,activities [8] fantastic,sciencemuseum's [8] sciencemuseum's,#stem Top Word Pairs in Tweet in G6:
[194] fun,time [194] time,breaking [194] breaking,#geode [194] #geode,weekend [194] weekend,jerma895 [194] jerma895,#twitch [194] #twitch,jwbonde [194] jwbonde,talked [194] talked,geodes [194] geodes,form Top Word Pairs in Tweet in G7:
[11] combatir,brecha [11] much,know [11] know,#nsta [11] #nsta,#engage21 [11] #engage21,premier [11] premier,#scied [11] #scied,event [11] event,2021 [11] 2021,something [11] something,everyone Top Word Pairs in Tweet in G8:
[11] carreras,#stem [10] españa,30 [10] 30,estudiantes [10] estudiantes,carreras [10] #stem,mujeres [9] josh,giegel [8] nobel,prize [8] dr,jennifer [8] jennifer,doudna [8] giegel,genstempodcast Top Word Pairs in Tweet in G9:
[33] micro,bit [16] math,check [10] celebrate,launch [10] launch,oled [10] oled,accessory [10] accessory,co [10] co,ecvkfzv3us [10] ecvkfzv3us,retweets [10] retweets,#microbit [10] #microbit,projects Top Word Pairs in Tweet in G10:
[9] study,#stem [8] world,opportunities [7] great,opportunity [7] opportunity,young [7] young,indigenous [7] indigenous,women [7] women,study [7] #stem,world [7] opportunities,future [7] future,jobs Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: