The graph represents a network of 6,358 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 07:28 UTC.
The requested start date was Thursday, 22 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 12-day, 11-hour, 45-minute period from Friday, 09 December 2022 at 13:15 UTC to Thursday, 22 December 2022 at 01:00 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 : 6358
Unique Edges : 3059
Edges With Duplicates : 10471
Total Edges : 13530
Number of Edge Types : 5
Retweet : 4461
MentionsInRetweet : 5380
Tweet : 2402
Mentions : 981
Replies to : 306
Self-Loops : 2491
Reciprocated Vertex Pair Ratio : 0.0146412884333821
Reciprocated Edge Ratio : 0.0288600288600289
Connected Components : 1453
Single-Vertex Connected Components : 896
Maximum Vertices in a Connected Component : 3395
Maximum Edges in a Connected Component : 8615
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.531674
Graph Density : 0.000154313175732498
Modularity : 0.476497
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,358 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 22 December 2022 at 07:28 UTC.
The requested start date was Thursday, 22 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 12-day, 11-hour, 45-minute period from Friday, 09 December 2022 at 13:15 UTC to Thursday, 22 December 2022 at 01:00 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 : data visualization
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:
[3838] data,visualization [825] machine,learning [692] data,analysis [606] dec,2022 [601] gt,visualization [601] 00,gmt [600] visualization,gt [599] full,gw [599] gw,data [599] data,table Top Word Pairs in Tweet in G1:
[811] data,visualization [83] data,analysis [39] analysis,visualization [36] visualization,tools [30] data,science [29] machine,learning [28] data,analytics [26] visualization,data [24] analytics,data [23] learn,more Top Word Pairs in Tweet in G2:
[532] data,visualization [511] machine,learning [510] learning,python [509] sql,programming [509] best,youtube [509] banas,sql [509] youtube,channels [509] channels,machine [509] programming,mosh [509] derek,banas Top Word Pairs in Tweet in G3:
[576] data,visualization [119] visualization,packages [118] packages,check [118] check,2022 [117] #rstats,#dataviz [114] 2022,citedrive [114] citedrive,#rstats [92] #bigdata,#analytics [85] #analytics,#datascience [73] #datascience,#ai Top Word Pairs in Tweet in G4:
[344] #artemis,returned [344] moon,#otd [344] lunar,surface [344] ago,#apollo17 [344] #apollo17,landed [344] landed,lunar [344] 50,years [344] today,#artemis [344] returned,earth [344] years,ago Top Word Pairs in Tweet in G5:
[300] data,visualization [206] machine,learning [187] cloud,computing [186] computing,data [186] together,red [186] learning,cloud [186] advanced,technologies [186] exploring,machine [186] red,bull [186] bull,advanced Top Word Pairs in Tweet in G6:
[127] data,visualization [50] data,viz [49] visualization,data [47] co,s8c018gfge [47] project,co [47] s8c018gfge,breaks [47] right,data [47] down,types [47] viz,project [47] pick,right Top Word Pairs in Tweet in G7:
[184] data,visualization [179] back,data [179] visualization,2017 [179] boosters,#covid19 [179] look,back [179] #covid19,distributed [179] vaccines,boosters [179] 2017,shows [179] distributed,look [167] sciencevisuals,vaccines Top Word Pairs in Tweet in G8:
[110] power,bi [104] free,resources [104] prepared,quick [104] tableau,prepared [104] bi,beating [104] quick,free [104] beating,tableau [103] freest_man,power [39] data,visualization [15] data,scraped Top Word Pairs in Tweet in G9:
[115] smart,contracts [115] lower,cost [115] cost,medicine [115] speed,market [115] cti,combining [115] #ai,smart [115] combining,data [115] data,analytics [115] market,delivery [115] analytics,#ai Top Word Pairs in Tweet in G10:
[41] vector,data [41] map,nelson [41] gorgeous,map [41] nelson,minar [41] single,river [41] minar,shows [41] minar,used [41] shows,single [41] used,make [41] data,minar Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: