The graph represents a network of 7,671 Twitter users whose recent tweets contained "Edchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 10:56 UTC.
The tweets in the network were tweeted over the 3-day, 15-hour, 24-minute period from Saturday, 08 February 2020 at 19:00 UTC to Wednesday, 12 February 2020 at 10:24 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 : 7671
Unique Edges : 10280
Edges With Duplicates : 3550
Total Edges : 13830
Number of Edge Types : 5
Tweet : 2493
MentionsInRetweet : 5286
Retweet : 3785
Mentions : 2109
Replies to : 157
Self-Loops : 2554
Reciprocated Vertex Pair Ratio : 0.016836684163613
Reciprocated Edge Ratio : 0.033115807928314
Connected Components : 862
Single-Vertex Connected Components : 417
Maximum Vertices in a Connected Component : 5569
Maximum Edges in a Connected Component : 10826
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.653431
Graph Density : 0.000174500315025162
Modularity : 0.69149
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,671 Twitter users whose recent tweets contained "Edchat", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Wednesday, 12 February 2020 at 10:56 UTC.
The tweets in the network were tweeted over the 3-day, 15-hour, 24-minute period from Saturday, 08 February 2020 at 19:00 UTC to Wednesday, 12 February 2020 at 10:24 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 : Edchat
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[592] gt,blame [592] blame,school [592] school,kid [563] #edchat,#education [480] #edtech,#edchat [439] #edchat,#teaching [436] #edchat,#edtech [403] #edchat,#tlchat [402] #teachers,#librarians [399] picture,book Top Word Pairs in Tweet in G1:
[362] #edchat,#teaching [168] #sketchnote,woodard_julie [166] continuing,teach [166] teach,#sketchnote [166] woodard_julie,#edchat [131] teachers,#edchat [130] many,ways [129] #anxiety,show [129] show,classrooms [128] classrooms,many Top Word Pairs in Tweet in G2:
[120] #edchat,#edtech [115] #tlap,#leadlap [109] #leadlap,#edchat [92] #edchat,#satchat [90] #buildhopeedu,#bekindedu [88] #bekindedu,#tlap [73] #education,#edchat [63] lead,heart [59] #edchat,#k12 [58] #edtech,#edchat Top Word Pairs in Tweet in G3:
[564] gt,blame [564] blame,school [564] school,kid [282] kid,doesn [246] make,time [212] don,make [141] kid,absent [141] absent,gt [141] doesn,school [141] school,gt Top Word Pairs in Tweet in G4:
[396] picture,book [396] book,giveaway [396] #tlchat,#kidsneedbooks [393] #kidsneedbooks,annbradenbooks [393] annbradenbooks,jarrett_lerner [392] week,picture [392] giveaway,#teachers [392] #teachers,#librarians [392] #librarians,follow [392] follow,retweet Top Word Pairs in Tweet in G5:
[27] #edchat,#education [26] #education,#edchat [16] president,#presidents [16] #presidents,#historical [16] #historical,#nonfiction [16] #nonfiction,#ushistory [16] #ushistory,#history [16] #history,#historylover [16] #historylover,#historygeek [16] #historygeek,#funfacts Top Word Pairs in Tweet in G6:
[67] learning,#edchat [47] student,agency [47] agency,students [47] students,create [47] create,demonstrate [47] demonstrate,learning [39] station,rotation [23] learn,more [23] rotation,model [23] model,#edchat Top Word Pairs in Tweet in G7:
[175] add,#edchat [174] #thatonekid,#edtech [171] #tlap,#teach [169] five,relationship [169] relationship,building [169] building,tips [169] tips,respectful [169] respectful,disrespectful [169] disrespectful,kids [169] kids,things Top Word Pairs in Tweet in G8:
[126] #research4ed,#edchat [111] increasing,number [111] number,schools [111] schools,teachers [111] teachers,very [111] very,young [111] young,students [111] students,pressured [111] pressured,pack [111] pack,moment Top Word Pairs in Tweet in G9:
[93] #edchat,#educhat [69] aftunion,aftteach [64] #educhat,#aftnewteachers [54] #aftnewteachers,#ntchat [34] #tlchat,#istelib [31] #istelib,#edchat [29] students,learn [27] teachers,plans [27] plans,#saferinternetday [27] #saferinternetday,tomorrow Top Word Pairs in Tweet in G10:
[34] teachers,need [34] need,save [34] save,public [34] public,education [34] education,#edchat [27] #mtbos,#mathchat [24] #edchat,#education [20] learn,more [20] episode,#theponderingdanpodcast [19] #edchat,#mtbos Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: