The graph represents a network of 5,554 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 11:25 UTC.
The requested start date was Monday, 15 November 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 5-day, 2-hour, 54-minute period from Tuesday, 09 November 2021 at 22:05 UTC to Monday, 15 November 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 : 5554
Unique Edges : 3715
Edges With Duplicates : 12090
Total Edges : 15805
Number of Edge Types : 5
Retweet : 4761
MentionsInRetweet : 6453
Mentions : 2538
Tweet : 1925
Replies to : 128
Self-Loops : 2040
Reciprocated Vertex Pair Ratio : 0.0371551365589907
Reciprocated Edge Ratio : 0.0716481753776233
Connected Components : 608
Single-Vertex Connected Components : 291
Maximum Vertices in a Connected Component : 4102
Maximum Edges in a Connected Component : 13284
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.161477
Graph Density : 0.000242563866018628
Modularity : 0.430923
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,554 Twitter users whose tweets in the requested range contained "edchat", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 15 November 2021 at 11:25 UTC.
The requested start date was Monday, 15 November 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 5-day, 2-hour, 54-minute period from Tuesday, 09 November 2021 at 22:05 UTC to Monday, 15 November 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 : 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[426] #edchat,#edutwitter [349] #edchat,#edtech [308] #edtech,#edchat [218] #edchat,#k12 [215] students,don [204] #teachertwitter,#edchat [201] #edutwitter,#edchat [198] instead,assuming [198] assuming,students [198] don,care Top Word Pairs in Tweet in G1:
[139] #edutwitter,#edchat [115] #teacherlife,#edchat [108] #learning,#edutwitter [93] #teachertwitter,#edchat [88] rules,life [88] life,unknown [88] unknown,#teacherlife [88] #edchat,#edu [88] marzano's,#instructional [88] #instructional,strategies Top Word Pairs in Tweet in G2:
[249] #edchat,#edtech [221] #edtech,#edchat [149] #edchat,#k12 [149] big,education [149] education,ape [127] day,week [122] day,teachers [116] students,free [114] #redfored,#tbats [114] good,time Top Word Pairs in Tweet in G3:
[40] #edchat,#education [15] #edutwitter,#edchat [15] #edtech,#edchat [13] reminder,instruction [13] instruction,today [13] today,classes [13] classes,resume [13] resume,monday [13] monday,november [13] november,15 Top Word Pairs in Tweet in G4:
[116] #edchat,#edutwitter [113] #edutwitter,#betheone [112] okay,press [112] press,reset [112] reset,button [112] button,need [112] need,educator [112] educator,guerindavid [112] guerindavid,#edchat [111] teacher2teacher,okay Top Word Pairs in Tweet in G5:
[170] instead,assuming [170] assuming,students [170] students,don [170] don,care [170] care,let's [170] let's,investigate [170] investigate,barriers [170] barriers,facing [170] facing,columnists [169] elmagazine,instead Top Word Pairs in Tweet in G6:
[9] jeremyfarrar,michelle_cruk [9] michelle_cruk,ukri_ceo [7] many,gems [7] gems,podcast [7] podcast,presenting [7] presenting,preparing [7] preparing,interviews [7] interviews,highly [7] highly,recommend [7] recommend,openacademics Top Word Pairs in Tweet in G7:
[22] check,live [22] live,make [22] make,math [22] math,moments [21] continue,compile [21] compile,math [21] math,puzzles [21] puzzles,see [21] see,increased [21] increased,engagement Top Word Pairs in Tweet in G8:
[130] #edchat,#edutwitter [78] #edutwitter,#suptchat [74] #suptchat,#cpchat [49] #cpchat,#edleaders [37] curiosity,ultimate [37] ultimate,learning [37] learning,trigger [37] trigger,#edchat [35] e_sheninger,curiosity [35] #cpchat,#disrupt Top Word Pairs in Tweet in G9:
[55] slow,steady [55] steady,progress [54] don,underestimate [54] underestimate,impact [54] impact,small [54] small,steps [54] steps,slow [54] progress,go [54] go,faster [53] drmarciatate,don Top Word Pairs in Tweet in G10:
[106] gt,gt [36] #fun,#growth [27] #edutwitter,#fun [25] #edchat,#edutwitter [22] #edchat,#edtech [20] #classroom,#edchat [19] #curriculum,#edchat [19] #fun,#gamification [19] #gamification,#growth [19] #edchat,#educationalgames Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: