The graph represents a network of 181 Twitter users whose recent tweets contained "#doterra", 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 Tuesday, 04 May 2021 at 07:48 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 57-minute period from Monday, 26 April 2021 at 07:31 UTC to Monday, 03 May 2021 at 22:29 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 : 181
Unique Edges : 128
Edges With Duplicates : 229
Total Edges : 357
Number of Edge Types : 5
Retweet : 159
Tweet : 180
Replies to : 3
Mentions : 13
MentionsInRetweet : 2
Self-Loops : 183
Reciprocated Vertex Pair Ratio : 0.00970873786407767
Reciprocated Edge Ratio : 0.0192307692307692
Connected Components : 79
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 101
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.812216
Graph Density : 0.00319214241866176
Modularity : 0.364401
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 181 Twitter users whose recent tweets contained "#doterra", 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 Tuesday, 04 May 2021 at 07:48 UTC.
The tweets in the network were tweeted over the 7-day, 14-hour, 57-minute period from Monday, 26 April 2021 at 07:31 UTC to Monday, 03 May 2021 at 22:29 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 : #doterra
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[109] essential,oil [101] handmade,essential [101] oil,diffuser [101] diffuser,jewelry [101] jewelry,available [101] available,#malaysia [101] #malaysia,green [101] green,daun [101] daun,#eod [101] #eod,#eojewelry Top Word Pairs in Tweet in G1:
[10] aceites,esenciales [9] gt,lt [8] aun,estas [8] estas,despiert [8] despiert,puedes [8] puedes,dormir [8] dormir,sufres [8] sufres,ansiedad [8] ansiedad,estrés [8] estrés,usa Top Word Pairs in Tweet in G2:
[101] handmade,essential [101] essential,oil [101] oil,diffuser [101] diffuser,jewelry [101] jewelry,available [101] available,#malaysia [101] #malaysia,green [101] green,daun [101] daun,#eod [101] #eod,#eojewelry Top Word Pairs in Tweet in G3:
[10] #doterra,#vivirenbienestar [9] pierdas,oportunidad [6] especiales,mes [6] mes,cuéntanos [6] cuéntanos,cuáles [6] cuáles,tus [6] tus,favoritos [6] favoritos,porqué [6] porqué,#doterra [5] promoción,especial Top Word Pairs in Tweet in G4:
[12] 今日,久しぶりに会った知り合いがドテラ信者になってて [12] 久しぶりに会った知り合いがドテラ信者になってて,コロナワクチン打たない [12] コロナワクチン打たない,って言ってました [12] って言ってました,あと [12] あと,マスクはしないほうがいいらしいよって [12] マスクはしないほうがいいらしいよって,呆れすぎて返答出来なかった私はまだまだ未熟 [12] 呆れすぎて返答出来なかった私はまだまだ未熟,#doterra [12] #doterra,#ドテラ [12] #ドテラ,#ワクチン打たない派が周りにいた Top Word Pairs in Tweet in G5:
[9] ピラミッドスキーム,ネズミ講の事 [9] ネズミ講の事,を支持するなんて失望した [9] を支持するなんて失望した,ドテラ [9] ドテラ,は反lgbtよ [9] は反lgbtよ,モルモン教のアフィリエイトシステムに加担するなんて最低 [9] モルモン教のアフィリエイトシステムに加担するなんて最低,ドテラはモルモン教マルチ [9] ドテラはモルモン教マルチ,黒人でlgbtqルポールはダブルマイノリティ [9] 黒人でlgbtqルポールはダブルマイノリティ,少数派のスーパーアイコン [9] 少数派のスーパーアイコン,ファンが失望し怒るのは当然 [9] ファンが失望し怒るのは当然,#doterra Top Word Pairs in Tweet in G6:
[4] good,share [4] share,check [4] check,items [4] items,loving [4] loving,poshmarkapp [4] #poshmark,#fashion [4] #fashion,#style [4] #style,#shopmycloset [3] poshmarkapp,#poshmark [2] #shopmycloset,#doterra Top Word Pairs in Tweet in G7:
[3] #antimlm,#mlm [3] #mlm,#networkmarketing [3] #networkmarketing,#monat [3] #monat,#arbonne [3] #arbonne,#doterra Top Word Pairs in Tweet in G8:
[3] #relaxing,#bath [3] #bath,mix [3] mix,game [3] game,today [3] today,#eucalyptus [3] #eucalyptus,calm [3] calm,senses [3] senses,#marjoram [3] #marjoram,help [3] help,soothe Top Word Pairs in Tweet in G9:
[8] cómo,usar [7] #aceitesesenciales,#doterra [6] #doterra,doulaesencial [5] usar,#aceiteesencial [5] #aceiteesencial,#lavanda [4] #lavanda,#aceitesencialdelavanda [4] #aceitesencialdelavanda,#aceitesesenciales [4] #aceitesesenciales,#lavanda [4] #lavanda,#lavender [4] #lavender,#lavenderessentialoil Top Word Pairs in Tweet in G10:
[22] #oilsbynem,#doterra [18] #ayurveda,#healthandwellness [18] #wellness,#oilup [17] #doterra,#essentialoils [16] #healthandwellness,#wellness [13] #essentialoils,#cptg [13] #cptg,#ayurveda [7] #essentialoils,#ayurveda [6] know,comments [6] comments,below Top Replied-To in Entire Graph:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G6:
Top Mentioned in G9:
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: