The graph represents a network of 12,400 Twitter users whose recent tweets contained "Spotify lang:de", 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 Monday, 02 May 2022 at 14:17 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 5-minute period from Sunday, 24 April 2022 at 02:21 UTC to Monday, 02 May 2022 at 12:26 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 : 12400
Unique Edges : 14966
Edges With Duplicates : 7761
Total Edges : 22727
Number of Edge Types : 5
Retweet : 4648
MentionsInRetweet : 4973
Mentions : 3425
Replies to : 4361
Tweet : 5320
Self-Loops : 5412
Reciprocated Vertex Pair Ratio : 0.0355061766762489
Reciprocated Edge Ratio : 0.068577430972389
Connected Components : 4470
Single-Vertex Connected Components : 2749
Maximum Vertices in a Connected Component : 2117
Maximum Edges in a Connected Component : 6191
Maximum Geodesic Distance (Diameter) : 35
Average Geodesic Distance : 8.574666
Graph Density : 8.66875320330203E-05
Modularity : 0.63125
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 12,400 Twitter users whose recent tweets contained "Spotify lang:de", 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 Monday, 02 May 2022 at 14:17 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 5-minute period from Sunday, 24 April 2022 at 02:21 UTC to Monday, 02 May 2022 at 12:26 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 : Spotify lang:de
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1354] bf,bln [1207] less,bf [1046] dimash_official,#flyaway [920] #spotify,#youtube [912] #flyaway,#dimashkazakhvoice [912] #dimashkazakhvoice,#dimashqudaibergen [912] escúchenlo,#spotify [864] inplan,less [838] #dimashqudaibergen,escúchenlo [630] bln,20k Top Word Pairs in Tweet in G1:
[114] spotify,premium [75] icon,suas [75] suas,redes [75] redes,sociais [74] sociais,whatsapp [70] quem,icon [59] instagram,eu [54] backfree,bln [53] eu,telegram [48] whatsapp,eu Top Word Pairs in Tweet in G2:
[1321] bf,bln [1174] less,bf [862] inplan,less [582] bln,20k [532] bln,30k [524] spotify,famplan [508] 20k,bln [491] bln,15k [476] famplan,bulan [473] bln,25k Top Word Pairs in Tweet in G3:
[126] apple,music [120] spotify,apple [103] spotify,charts [103] spotify,bts_twt [88] 800,moon [88] moon,veröffentlicht [88] veröffentlicht,jins [88] jins,liebeslied [88] liebeslied,army [88] army,#800dayswithmoon Top Word Pairs in Tweet in G4:
[48] spotify,soundcloud [47] #catsouthall,#callofdistress [44] #callofdistress,einfach [44] einfach,großartig [44] großartig,spotify [40] #makeangergreatagain,#konicrecords [40] #konicrecords,spotify [24] wünsche,schönen [22] guten,wünsche [21] spotify,planetrockradio Top Word Pairs in Tweet in G5:
[1046] dimash_official,#flyaway [912] #flyaway,#dimashkazakhvoice [912] #dimashkazakhvoice,#dimashqudaibergen [912] escúchenlo,#spotify [912] #spotify,#youtube [838] #dimashqudaibergen,escúchenlo [172] sagen,dimash_official [147] musik,dimash_official [134] #flyaway,#bewithme [134] #bewithme,#dimashqudaibergen Top Word Pairs in Tweet in G6:
[208] enhypen_members,enhypen [206] enhypen,spotify [206] spotify,streams [206] streams,#enhypen [206] #enhypen,#엔하이픈 [206] #엔하이픈,enhypen_members [18] stream,enhypen [16] enhypen,songs [16] songs,spotify [12] spotify,stream Top Word Pairs in Tweet in G7:
[41] elon,musk [39] musk,finanzierung [39] finanzierung,twitter [39] twitter,übernahme [39] übernahme,gekommen [39] gekommen,twitter [39] twitter,gefährlich [39] gefährlich,sortieren [39] sortieren,ereignisse [39] ereignisse,kostenfreie Top Word Pairs in Tweet in G8:
[7] spotify,premium [6] spotify,drecksverschissene [6] drecksverschissene,zwangsgebühren [6] zwangsgebühren,podcast [6] podcast,schleuder [6] schleuder,örr [6] spotifyde,hiermit [5] #gas,#gasembargo [5] #gasembargo,#ukraine [5] #ukraine,#russland Top Word Pairs in Tweet in G9:
[195] gt,gt [33] spotify,braucht [33] braucht,soulmate [33] soulmate,funktion [33] funktion,jahres [33] jahres,nutzer [33] nutzer,ähnlichsten [33] ähnlichsten,musikgeschmack [33] musikgeschmack,angezeigt [10] apple,music Top Word Pairs in Tweet in G10:
[18] katja,petrowskaja [15] petrowskaja,juri [15] timothy,snyder [13] sonderausgabe,podcasts [13] podcasts,freiheitdeluxe [13] freiheitdeluxe,russlands [13] russlands,krieg [13] krieg,ukraine [13] juri,andruchowytsch [13] andruchowytsch,timothy 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 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: