The graph represents a network of 7,220 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, 07 August 2020 at 14:12 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 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, 13-hour, 51-minute period from Monday, 03 August 2020 at 19:49 UTC to Thursday, 06 August 2020 at 09:40 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 : 7220
Unique Edges : 5615
Edges With Duplicates : 12311
Total Edges : 17926
Number of Edge Types : 5
Retweet : 5114
MentionsInRetweet : 7973
Tweet : 1670
Mentions : 3014
Replies to : 155
Self-Loops : 1776
Reciprocated Vertex Pair Ratio : 0.0360886007563479
Reciprocated Edge Ratio : 0.0696631556992387
Connected Components : 1008
Single-Vertex Connected Components : 384
Maximum Vertices in a Connected Component : 4435
Maximum Edges in a Connected Component : 13594
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.133273
Graph Density : 0.000183975113380012
Modularity : 0.513031
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,220 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, 07 August 2020 at 14:12 UTC.
The requested start date was Friday, 07 August 2020 at 00:01 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, 13-hour, 51-minute period from Monday, 03 August 2020 at 19:49 UTC to Thursday, 06 August 2020 at 09:40 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:
[178] high,school [160] #stem,#steam [146] fun,fact [143] fact,graduated [143] graduated,college [143] college,#aamu [143] #aamu,high [143] school,sweetheart [143] sweetheart,2016 [143] 2016,vs Top Word Pairs in Tweet in G1:
[66] sminaev2015,frisesally [66] frisesally,marinella_maria [66] marinella_maria,mariangelasant8 [66] mariangelasant8,angelicagallegs [66] angelicagallegs,yukarikingdom18 [66] yukarikingdom18,mhall55nine [66] mhall55nine,eoff_sylvia [61] arnabch01,sminaev2015 [59] #snrtg,#stem [55] eoff_sylvia,semi Top Word Pairs in Tweet in G2:
[35] #math,#stem [30] #stem,#steam [25] technology,#stem [23] webinar,series [22] help,#music [21] #stem,project [21] science,technology [20] #steam,#stem [19] 2x,match [19] gujcost,setting Top Word Pairs in Tweet in G3:
[35] #science,#stem [24] #stem,#steam [14] #stem,#stemeducation [12] #stem,cells [12] #hotsprings,#arkansas [12] #arkansas,#mathiseverywhere [12] #mathiseverywhere,#books [12] #books,#science [12] #stem,#willpower [12] #willpower,#empower Top Word Pairs in Tweet in G4:
[98] #stem,students [98] students,pose [98] pose,questions [98] questions,exp [98] exp,63 [98] 63,commander [98] commander,astro_seal [98] astro_seal,live [98] live,nasa [98] nasa,tv Top Word Pairs in Tweet in G5:
[47] corey_tutt,deadlyscience [41] leadership,drchris_maths [41] drchris_maths,atsimaau [41] atsimaau,corey_tutt [41] deadlyscience,bradmoggo [40] yuuma,leadership [40] bradmoggo,calling [40] calling,aboriginal [39] scienceau,yuuma [39] aboriginal,tor Top Word Pairs in Tweet in G6:
[109] co,jedcgmbesn [105] #raspberrypi,#laptop [71] power,#crowpi2 [71] #crowpi2,we've [71] we've,funded [71] funded,450000 [71] 450000,miss [71] miss,super [71] super,deal [71] deal,co Top Word Pairs in Tweet in G7:
[27] #stem,education [24] stem,alliance [20] #ict,#stem [14] visual,art [12] education,challenges [12] guest,host [10] #competition,winner [10] winner,fatimamoujdi [10] fatimamoujdi,tell [10] tell,#stem_label Top Word Pairs in Tweet in G8:
[142] fun,fact [142] fact,graduated [142] graduated,college [142] college,#aamu [142] #aamu,high [142] high,school [142] school,sweetheart [142] sweetheart,2016 [142] 2016,vs [142] vs,2020 Top Word Pairs in Tweet in G9:
[117] mom,risk [117] risk,assessment [117] assessment,labs [117] labs,nation [117] nation,determine [117] determine,accommodate [117] accommodate,service [117] service,dog [117] dog,handler [117] handler,safely Top Word Pairs in Tweet in G10:
[48] well,meaning [48] meaning,codes [48] codes,conduct [48] conduct,lead [48] lead,conference [48] conference,initiatives [48] initiatives,make [48] make,difference [48] difference,#genderequity [48] #genderequity,#lgbtq 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 G4:
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: