The graph represents a network of 948 Twitter users whose recent tweets contained "#OER20", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 02 April 2020 at 23:08 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 52-minute period from Thursday, 26 March 2020 at 11:19 UTC to Thursday, 02 April 2020 at 22:11 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 : 948
Unique Edges : 3276
Edges With Duplicates : 3429
Total Edges : 6705
Number of Edge Types : 5
MentionsInRetweet : 3004
Replies to : 463
Mentions : 1664
Retweet : 834
Tweet : 740
Self-Loops : 745
Reciprocated Vertex Pair Ratio : 0.0935879945429741
Reciprocated Edge Ratio : 0.171157684630739
Connected Components : 39
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 900
Maximum Edges in a Connected Component : 6650
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.161162
Graph Density : 0.00446446473206528
Modularity : 0.28754
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 948 Twitter users whose recent tweets contained "#OER20", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 02 April 2020 at 23:08 UTC.
The tweets in the network were tweeted over the 7-day, 10-hour, 52-minute period from Thursday, 26 March 2020 at 11:19 UTC to Thursday, 02 April 2020 at 22:11 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 : #OER20
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:
[116] #oer20,oerconf [105] villaronrubia,time_motion [103] #oer20,#pocare [99] open,education [90] care,open [85] case,studies [85] #oer20,conference [74] looking,forward [72] #oer20,session [63] miazamoraphd,villaronrubia Top Word Pairs in Tweet in G1:
[76] case,studies [46] villaronrubia,time_motion [43] wikimedia,education [33] looking,forward [33] #oer20,conference [29] open,education [25] miazamoraphd,villaronrubia [25] #netnarr,#unboundeq [23] using,wikipedia [22] studies,wikimedia Top Word Pairs in Tweet in G2:
[54] #oer20,oerconf [35] open,education [30] villaronrubia,time_motion [27] data,surveillance [22] #netnarr,#unboundeq [22] big,data [22] time,#oer20 [21] intentionally,equitable [21] equitable,hospitality [21] #oer20,community Top Word Pairs in Tweet in G3:
[30] #oer20,session [24] oerconf,#oer20 [24] more,info [23] #oer20,oerconf [23] join,#oer20 [20] check,#oer20 [20] online,free [20] data,analytics [19] higher,education [19] fully,online Top Word Pairs in Tweet in G4:
[47] #oer20,#pocare [27] pedagogy,care [15] congreso,#oer20 [14] pierdas,congreso [14] #oer20,abril [14] abril,100 [14] 100,online [14] online,gratis [14] gratis,inscrito [14] inscrito,poca Top Word Pairs in Tweet in G5:
[40] open,access [31] access,publishing [27] care,open [21] #oer20,#pocare [20] care,care [17] relationalities,care [15] day,#oer20 [14] #oer20,oerconf [13] consider,making [12] fully,living Top Word Pairs in Tweet in G6:
[5] #oer20,online [5] looking,forward [3] higher,ed [2] uk,#opened [2] #opened,folks [2] folks,supposed [2] supposed,attend [2] attend,#oer20 [2] #oer20,london [2] london,flight Top Word Pairs in Tweet in G7:
[13] #oer20,co [7] #oer20,miazamoraphd [7] #oer20,time_motion [6] co,chairs [5] scsu,sadike25 [5] #oer20,conference [4] hey,folks [4] co,chair [4] interested,know [4] know,anyone Top Word Pairs in Tweet in G8:
[5] today,#oer20 [4] #femedtechquilt,#oer20 [4] #oer20,watch [4] watch,story [4] story,behind [4] behind,#uct [4] #uct,cilt_uct [4] cilt_uct,contribution [4] contribution,inspiring [4] inspiring,project Top Word Pairs in Tweet in G9:
[15] good,moment [15] moment,share [15] share,take [15] take,care [15] care,poem [15] poem,written [15] written,ireland [15] ireland,president [15] president,poet [15] poet,michael Top Word Pairs in Tweet in G10:
[10] today,blog [10] blog,superb [10] superb,science [10] science,resources [10] resources,tools [10] tools,episode [10] episode,blog [10] blog,platform [10] platform,dbe_sa [10] dbe_sa,karenr_dudley18 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 G4:
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 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: