The graph represents a network of 5,546 Twitter users whose recent tweets contained "#Edutwitter", 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 Saturday, 16 November 2019 at 14:01 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 27-minute period from Thursday, 07 November 2019 at 15:07 UTC to Saturday, 16 November 2019 at 13:35 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 : 5546
Unique Edges : 8591
Edges With Duplicates : 3495
Total Edges : 12086
Self-Loops : 2261
Reciprocated Vertex Pair Ratio : 0.040611620795107
Reciprocated Edge Ratio : 0.0780533678147408
Connected Components : 997
Single-Vertex Connected Components : 590
Maximum Vertices in a Connected Component : 3373
Maximum Edges in a Connected Component : 8868
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.635776
Graph Density : 0.000276627286760098
Modularity : 0.675476
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,546 Twitter users whose recent tweets contained "#Edutwitter", 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 Saturday, 16 November 2019 at 14:01 UTC.
The tweets in the network were tweeted over the 8-day, 22-hour, 27-minute period from Thursday, 07 November 2019 at 15:07 UTC to Saturday, 16 November 2019 at 13:35 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 : #Edutwitter
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 : Followers
Vertex Alpha : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[346] #education,#edutwitter [327] teach,kid [326] kid,anything [205] #edutwitter,#education [185] #thatonekid,#tlap [170] #tlap,#kidsdeserveit [164] #edutwitter,#primaryrocks [164] much,care [163] care,more [163] more,kid Top Word Pairs in Tweet in G1:
[40] #education,#edutwitter [20] #edutwitter,#education [20] #edutwitter,#teaching [18] #nqt,#edutwitter [16] #edutwitter,#primaryrocks [15] #edutwitter,#educhat [14] #edchat,#edutwitter [12] next,week [12] #teachertips,#edutwitter [11] great,way Top Word Pairs in Tweet in G2:
[118] 11,19 [118] follow,tag [118] tag,friend [114] ends,tonight [113] flash,#giveaway [113] #giveaway,super [113] super,books [113] books,#giveaway [113] #giveaway,tonight [113] tonight,need Top Word Pairs in Tweet in G3:
[100] #science,#teamscience [75] #elearning,#edutwitter [74] #teamscience,#edutwitter [71] #edtech,#elearning [69] sheets,made [69] #sharingiscaring,#edutwitter [67] homage,excellent [67] excellent,chemistry [67] chemistry,support [67] support,sheets Top Word Pairs in Tweet in G4:
[35] #ukedchat,#edutwitter [30] lgbt,inclusion [26] celebrating,difference [26] difference,whole [26] whole,school [26] school,approach [26] approach,lgbt [24] #education,#edutwitter [21] one,#edutwitter [20] doesn,t Top Word Pairs in Tweet in G5:
[322] kid,anything [322] teach,kid [183] #thatonekid,#tlap [168] #tlap,#kidsdeserveit [161] care,more [161] more,kid [161] anything,ur [161] ur,trying [161] trying,teach [161] kid,u Top Word Pairs in Tweet in G6:
[34] #teacher,#teaching [22] #books,#teacher [22] #teachertwitter,#edutwitter [19] #teacher,#teachertwitter [19] next,week [18] #edutwitter,#english [17] #english,#writing [17] ready,go [16] #edutwitter,#teachertwitter [16] made,day Top Word Pairs in Tweet in G7:
[41] #edutwitter,#education [36] #education,#k12 [35] #quotes4edu,#future4edu [35] #sel,#educhat [35] #teachertwitter,#teacherlife [34] #teacherlife,#edutwitter [33] #educhat,#edtech [29] #teachertwitter,#edutwitter [28] #pln365,#k12 [28] sign,up Top Word Pairs in Tweet in G8:
[101] #edutwitter,#nqt [61] more,compassionate [59] #nqt,#rqt [58] genuine,power [58] power,kindness [58] kindness,being [58] being,more [58] compassionate,patient [58] patient,children [58] children,deserve Top Word Pairs in Tweet in G9:
[125] #geography,#geographyteacher [122] 6,figure [122] figure,grid [122] grid,reference [122] reference,pac [122] pac,man [98] #maps,#geography [70] finally,6 [70] man,lesson [70] lesson,today Top Word Pairs in Tweet in G10:
[52] produced,great [42] team_english1,#edutwitter [40] year,9s [38] trying,structure [38] structure,year [38] 9s,produced [38] great,responses [38] responses,love [38] love,seeing [38] seeing,independent 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
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: