The graph represents a network of 5,451 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 February 2021 at 11:24 UTC.
The requested start date was Monday, 15 February 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 4-day, 18-hour, 5-minute period from Wednesday, 10 February 2021 at 06:55 UTC to Monday, 15 February 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 : 5451
Unique Edges : 3529
Edges With Duplicates : 12293
Total Edges : 15822
Number of Edge Types : 5
Tweet : 2084
Mentions : 3676
Retweet : 4294
MentionsInRetweet : 5687
Replies to : 81
Self-Loops : 2201
Reciprocated Vertex Pair Ratio : 0.0444545592474587
Reciprocated Edge Ratio : 0.0851249273678094
Connected Components : 734
Single-Vertex Connected Components : 357
Maximum Vertices in a Connected Component : 3600
Maximum Edges in a Connected Component : 12607
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.478322
Graph Density : 0.000231722485058713
Modularity : 0.411502
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 5,451 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 February 2021 at 11:24 UTC.
The requested start date was Monday, 15 February 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 4-day, 18-hour, 5-minute period from Wednesday, 10 February 2021 at 06:55 UTC to Monday, 15 February 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:
[369] #edtech,#edchat [348] #edchat,#edtech [299] #education,#edchat [253] #edchat,#education [239] #edchat,#k12 [190] #edtech,#education [180] don,need [162] need,more [157] fixingeducation,teachers [157] teachers,don Top Word Pairs in Tweet in G1:
[221] #edchat,#edtech [180] #edtech,#education [130] #education,#edchat [118] #edchat,#education [115] #teaching,#edchat [113] #edtech,#edchat [103] #education,#mzteachuh [100] #mzteachuh,#sped [96] #sped,edutopia [92] edutopia,teachthought Top Word Pairs in Tweet in G2:
[29] #edtech,#edchat [29] #education,#edchat [27] #edchat,#education [16] #edchat,#edutwitter [15] oklahoma,city [14] #mradampe,#pegeeks [14] #pegeeks,#ukpechat [14] #ukpechat,#physed [13] #edchat,#edtech [13] #physed,#googleei Top Word Pairs in Tweet in G3:
[25] #edchat,#teachpos [24] one,person [24] person,reminds [24] reminds,mr_rablin [24] mr_rablin,#edchat [23] teacher2teacher,one [22] #edchat,#teachertwitter [21] #teachertwitter,#edchat [21] #teachertwitter,#teachervoice [21] #edchat,#pd4uandme Top Word Pairs in Tweet in G4:
[152] teachers,don [152] fixingeducation,teachers [150] don,need [150] need,more [150] more,advice [150] advice,forced [150] forced,training [150] training,extra [150] extra,tasks [150] tasks,need Top Word Pairs in Tweet in G5:
[115] #edchat,#k12 [59] teacher,show [59] show,#edchat [58] weareteachers,teacher [23] #elearning,#edchat [23] #edchat,#teachertwitter [22] weareteachers,#elearning [17] weareteachers,#edchat [16] #k12,#teachertwitter [16] more,important Top Word Pairs in Tweet in G6:
[22] #caedu,#edchat [19] black,history [15] #edchat,#caedchat [13] #edtech,#edtechchat [11] calstate,chancellor [10] senator,nancyskinnerca [10] nancyskinnerca,berkeley [10] berkeley,introduced [10] introduced,bill [10] bill,california Top Word Pairs in Tweet in G7:
[74] looking,ways [72] catlin_tucker,looking [70] virtual,social [70] social,learning [69] ways,foster [69] foster,collaboration [69] collaboration,socially [69] socially,distant [69] distant,classroom [69] classroom,online Top Word Pairs in Tweet in G8:
[52] #edchat,#edleadership [50] #k12,#education [34] #edleadership,#edleaders [32] #education,#edchat [26] #edleaders,#edleader [26] #edleader,#cpchat [26] classroom,#edchat [24] #edchat,#edutwitter [24] tips,socially [24] socially,distanced Top Word Pairs in Tweet in G9:
[24] professional,learning [20] add,value [12] online,february [12] february,elmagazine [12] elmagazine,explores [12] explores,schools [12] schools,reconceptualizing [12] reconceptualizing,professional [12] learning,less [12] less,checking Top Word Pairs in Tweet in G10:
[42] aftunion,aftteach [29] #distancelearning,aftunion [24] #covid19,#distancelearning [17] lesson,plan [16] #edchat,#educhat [15] already,registered [15] registered,free [15] free,webinar [15] webinar,#blackhistorymonth [15] #blackhistorymonth,contributing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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: