The graph represents a network of 4,018 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 Wednesday, 04 December 2019 at 12:01 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 0-hour, 11-minute period from Saturday, 30 November 2019 at 00:49 UTC to Monday, 02 December 2019 at 01:01 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 : 4018
Unique Edges : 5566
Edges With Duplicates : 2704
Total Edges : 8270
Number of Edge Types : 3
Mentions : 6314
Tweet : 1725
Replies to : 231
Self-Loops : 1725
Reciprocated Vertex Pair Ratio : 0.0357009345794393
Reciprocated Edge Ratio : 0.0689406244360224
Connected Components : 580
Single-Vertex Connected Components : 299
Maximum Vertices in a Connected Component : 2720
Maximum Edges in a Connected Component : 6294
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.994742
Graph Density : 0.000343302041485459
Modularity : 0.616225
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,018 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 Wednesday, 04 December 2019 at 12:01 UTC.
The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 2-day, 0-hour, 11-minute period from Saturday, 30 November 2019 at 00:49 UTC to Monday, 02 December 2019 at 01:01 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:
[160] #edtech,#edchat [160] #edchat,#edreform [142] gcouros,#edchat [142] #edreform,#edpolicy [142] #edpolicy,#edcolo [142] #edcolo,#edtech [141] mcleod,gcouros [138] app,vent [138] vent,calendar [132] #edchat,#edtech Top Word Pairs in Tweet in G1:
[66] #elearning,#mlearning [47] #education,#edtech [47] 2019,international [47] international,journal [46] vol,14 [46] journal,emerging [46] emerging,technologies [46] technologies,learning [46] learning,ijet [44] mdmisi,#dreamport Top Word Pairs in Tweet in G2:
[30] #edtech,#education [21] google,certified [20] #sel,#edtech [18] top,10 [17] #edtech,#edchat [17] #edtech,#edtechchat [17] sharing,educators [17] educators,fave [17] fave,top [17] 10,#sel Top Word Pairs in Tweet in G3:
[48] brief,review [36] #edtech,co [24] video,brief [24] note,download [24] download,mp4 [24] mp4,file [24] file,#edtech [23] #edtech,#edchat [16] #education,#edtech [16] #math,#techtalk Top Word Pairs in Tweet in G4:
[51] #edtech,#edchat [23] #digital,art [23] art,installation [23] installation,completely [23] completely,mesmerizing [23] mesmerizing,ty [23] ty,mashable [23] mashable,enricomolinari [23] enricomolinari,#ar [23] #ar,#vr Top Word Pairs in Tweet in G5:
[139] gcouros,#edchat [139] #edchat,#edreform [139] #edreform,#edpolicy [139] #edpolicy,#edcolo [139] #edcolo,#edtech [138] mcleod,gcouros [6] top,pick [6] pick,list [5] ready,start [5] start,coding Top Word Pairs in Tweet in G6:
[35] #gsuiteedu,#edtech [25] google,sheets [25] #edtech,#stemed [21] emoji,writing [21] writing,prompt [21] prompt,generator [21] generator,google [21] sheets,#edtech [20] ericcurts,emoji [16] learning,music Top Word Pairs in Tweet in G7:
[105] differentiation,app [105] app,vent [105] vent,calendar [97] announcing,differentiation [97] calendar,25 [97] 25,apps [97] apps,dozens [97] dozens,ways [97] ways,differentiate [97] differentiate,addition Top Word Pairs in Tweet in G8:
[10] explore,evaluate [10] evaluate,learning [10] learning,tools [10] tools,edtech [10] edtech,advisor [10] advisor,review [10] review,rating [10] rating,platform [10] platform,gives [10] gives,educators Top Word Pairs in Tweet in G9:
[43] need,image [43] image,transparent [43] transparent,background [43] background,find [43] find,easily [43] easily,google [43] google,image [43] image,search [43] search,images [43] images,gt Top Word Pairs in Tweet in G10:
[28] great,educational [28] educational,podcasts [28] podcasts,kids [28] kids,#teaching [28] #teaching,#blendedlearning [28] #blendedlearning,#flipclass [28] #flipclass,#edtech [28] #edtech,#edutech [27] cultofpedagogy,great [27] #edutech,#e Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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