The graph represents a network of 6,132 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 11:43 UTC.
The requested start date was Monday, 18 January 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, 7-hour, 29-minute period from Friday, 15 January 2021 at 17:31 UTC to Monday, 18 January 2021 at 01:00 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 : 6132
Unique Edges : 4802
Edges With Duplicates : 12625
Total Edges : 17427
Number of Edge Types : 5
Retweet : 4815
MentionsInRetweet : 6576
Mentions : 3778
Replies to : 426
Tweet : 1832
Self-Loops : 1934
Reciprocated Vertex Pair Ratio : 0.0435525192143467
Reciprocated Edge Ratio : 0.0834697217675941
Connected Components : 795
Single-Vertex Connected Components : 400
Maximum Vertices in a Connected Component : 4359
Maximum Edges in a Connected Component : 14715
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.913244
Graph Density : 0.000227528489471501
Modularity : 0.445502
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 6,132 Twitter users whose tweets in the requested range contained "edtech", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 18 January 2021 at 11:43 UTC.
The requested start date was Monday, 18 January 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, 7-hour, 29-minute period from Friday, 15 January 2021 at 17:31 UTC to Monday, 18 January 2021 at 01:00 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 : edtech
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:
[678] entrance,exams [671] test,takers [664] indian,edtech [660] society,test [658] edtech,basically [657] crack,entrance [657] building,society [656] basically,crack [656] exams,re [656] re,building Top Word Pairs in Tweet in G1:
[147] #edchat,#edtech [101] #edtech,#education [72] #teaching,#edchat [69] #education,#mzteachuh [67] #mzteachuh,#sped [55] #sped,edutopia [51] edutopia,teachthought [51] teachthought,weareteachers [51] weareteachers,mindshiftkqed [51] the_edu_table,teachthoughtpd Top Word Pairs in Tweet in G2:
[654] indian,edtech [653] entrance,exams [653] test,takers [652] society,test [651] edtech,basically [650] vedicakant,indian [650] basically,crack [650] crack,entrance [650] exams,re [650] re,building Top Word Pairs in Tweet in G3:
[103] #education,#edtech [99] #machinelearning,#datascience [89] pandemic,change [89] change,teach [89] teach,children [89] children,#education [86] #datascience,#python [76] wef,pandemic [60] happy,#coding [60] #coding,weekend Top Word Pairs in Tweet in G4:
[13] learn,more [12] public,schools [11] #edchat,#edtech [10] learn,#edtech [9] #edtech,#edtechchat [9] jefferson,country [9] country,public [9] schools,wanted [9] wanted,provide [9] provide,unique Top Word Pairs in Tweet in G5:
[35] long,time [32] time,coming [32] coming,drew [32] drew,plans [32] plans,tech [32] tech,primary [32] primary,looked [32] looked,ys [32] ys,ago [32] ago,top Top Word Pairs in Tweet in G6:
[60] take,photo [60] photo,book [60] book,free [60] free,office [60] office,lens [60] lens,app [60] app,ocr [60] ocr,send [60] send,microsoft [60] microsoft,word Top Word Pairs in Tweet in G7:
[25] critical,edtech [23] talking,one [23] one,grad [23] grad,students [23] students,realized [23] realized,one [23] one,reason [23] reason,#edtech [23] #edtech,such [23] such,hellworld Top Word Pairs in Tweet in G8:
[37] #edtech,edsurge [15] instructional,videos [15] videos,work [15] work,better [15] better,teacher [15] teacher,screen [15] depends,#edtech [14] screen,depends [7] future,education [5] remote,learning Top Word Pairs in Tweet in G9:
[78] huge,ed [78] ed,tech [78] tech,giveaway [78] giveaway,lucky [78] lucky,teachers [78] teachers,win [78] win,pro [78] pro,accounts [78] accounts,tools [78] tools,listed Top Word Pairs in Tweet in G10:
[65] #edtech,#edchat [11] #edchat,#edtech [10] common,sense [7] sense,selections [7] selections,learning [6] #crowdfunding,#fundraising [6] classcraftgame,provides [6] provides,powerful [6] powerful,tools [6] tools,streamlining 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 G7:
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: