The graph represents a network of 16,500 Twitter users whose recent tweets contained "#FlattenTheCurve", 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 Wednesday, 11 March 2020 at 02:19 UTC.
The tweets in the network were tweeted over the 18-hour, 50-minute period from Tuesday, 10 March 2020 at 04:57 UTC to Tuesday, 10 March 2020 at 23:48 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 : 16500
Unique Edges : 21522
Edges With Duplicates : 1214
Total Edges : 22736
Number of Edge Types : 5
Retweet : 11441
MentionsInRetweet : 7014
Tweet : 1715
Replies to : 1171
Mentions : 1395
Self-Loops : 1741
Reciprocated Vertex Pair Ratio : 0.00150573149407422
Reciprocated Edge Ratio : 0.00300693535088996
Connected Components : 1142
Single-Vertex Connected Components : 698
Maximum Vertices in a Connected Component : 14312
Maximum Edges in a Connected Component : 20504
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.491612
Graph Density : 7.57401275008403E-05
Modularity : 0.810045
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 16,500 Twitter users whose recent tweets contained "#FlattenTheCurve", 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 Wednesday, 11 March 2020 at 02:19 UTC.
The tweets in the network were tweeted over the 18-hour, 50-minute period from Tuesday, 10 March 2020 at 04:57 UTC to Tuesday, 10 March 2020 at 23:48 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 : #FlattenTheCurve
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:
[2801] st,louis [2427] early,containment [2339] mortality,rate [2320] young,healthy [2302] health,systems [2294] bit,#flattenthecurve [2292] systems,cope [2290] don,spreader [2289] avoidable,deaths [2289] deaths,happen Top Word Pairs in Tweet in G1:
[1674] mortality,rate [1674] early,containment [1598] #flattenthecurve,graph [1597] graph,surged [1597] surged,prominence [1597] prominence,week [1597] week,bad [1597] bad,medical [1597] medical,treatment [1597] treatment,capacity Top Word Pairs in Tweet in G2:
[1800] young,healthy [1800] healthy,bothered [1800] bothered,#covid2019 [1800] #covid2019,good [1800] good,don [1800] don,spreader [1800] spreader,avoidable [1800] avoidable,deaths [1800] deaths,happen [1800] happen,health Top Word Pairs in Tweet in G3:
[1124] #covid_19,#covid2019 [1118] cc,sa [1118] please,share [1116] xtotl,thespinofftv [1111] thanks,xtotl [1110] #flattenthecurve,graphic [1110] graphic,wikipedia [1110] wikipedia,proper [1110] proper,attribution [1110] attribution,cc Top Word Pairs in Tweet in G4:
[2150] st,louis [1077] öffentliche,veranstaltungen [1075] zwei,städte [1075] städte,während [1075] während,1918er [1075] 1918er,grippeepedemie [1075] grippeepedemie,philadelphia [1075] philadelphia,erlaubt [1075] erlaubt,öffentliche [1075] veranstaltungen,große Top Word Pairs in Tweet in G5:
[692] müssen,die [682] nochmal,alle [682] alle,machen [682] machen,müssen [682] die,kurve [682] kurve,abzuflachen [682] abzuflachen,die [682] die,die [682] die,betroffen [682] betroffen,fühlen Top Word Pairs in Tweet in G6:
[626] please,share [622] #covid_19,#covid2019 [621] #flattenthecurve,gif [620] cc,sa [616] #covid2019,#coronavirus [615] hey,everyone [614] everyone,updated [614] updated,version [614] version,#flattenthecurve [614] gif,acknowledges Top Word Pairs in Tweet in G7:
[173] st,louis [150] #covid19,#flattenthecurve [146] #flattenthecurve,#coronavirus [142] drosten,führt [142] führt,die [142] die,sterberaten [142] sterberaten,augen [142] augen,man [142] man,müsse [142] müsse,älteren Top Word Pairs in Tweet in G8:
[35] #flattenthecurve,#covid19 [25] social,distancing [23] #covid19,#flattenthecurve [17] covid,19 [17] #flattenthecurve,#coronavirus [16] wash,hands [15] #flattenthecurve,#covid2019 [13] #coronavirus,#covid19 [13] help,#flattenthecurve [12] part,#flattenthecurve Top Word Pairs in Tweet in G9:
[255] health,care [212] italy,iran [212] slow,down [211] need,stop [211] stop,feeling [211] feeling,sheepish [211] sheepish,realize [211] realize,places [211] places,italy [211] iran,crisis Top Word Pairs in Tweet in G10:
[542] exponentielles,wachstum [523] weil,mensch [523] kaum,vorstellen [523] vorstellen,unterschätzen [523] unterschätzen,gefährlich [523] gefährlich,#corona [523] darum,#flattenthecurve [522] mensch,exponentielles [522] wachstum,kaum [507] #corona,darum 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 G6:
Top Replied-To in G7:
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 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: