The graph represents a network of 7,621 Twitter users whose recent tweets contained "#OilSpill", 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, 04 October 2021 at 09:21 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 43-minute period from Saturday, 25 September 2021 at 02:19 UTC to Monday, 04 October 2021 at 09:03 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 : 7621
Unique Edges : 20499
Edges With Duplicates : 5979
Total Edges : 26478
Number of Edge Types : 5
Retweet : 9543
MentionsInRetweet : 14557
Tweet : 1001
Replies to : 458
Mentions : 919
Self-Loops : 1027
Reciprocated Vertex Pair Ratio : 0.00291120815138282
Reciprocated Edge Ratio : 0.0058055152394775
Connected Components : 461
Single-Vertex Connected Components : 358
Maximum Vertices in a Connected Component : 6754
Maximum Edges in a Connected Component : 25004
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.171525
Graph Density : 0.000379666489989499
Modularity : 0.486545
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,621 Twitter users whose recent tweets contained "#OilSpill", 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, 04 October 2021 at 09:21 UTC.
The tweets in the network were tweeted over the 9-day, 6-hour, 43-minute period from Saturday, 25 September 2021 at 02:19 UTC to Monday, 04 October 2021 at 09:03 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 : #OilSpill
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:
[5978] huntington,beach [5926] oil,spill [4476] #oilspill,#orangecounty [4449] newport,beach [4101] beach,newport [4024] spill,huntington [3935] booms,deployed [3824] beaches,closed [3646] deployed,beaches [3172] major,oil Top Word Pairs in Tweet in G1:
[3273] huntington,beach [3143] oil,spill [2770] #oilspill,#orangecounty [2750] spill,huntington [2749] newport,beach [2736] major,oil [2735] #orangecounty,latimes [2733] beach,newport [2733] booms,deployed [2732] latimes,latimesphotos Top Word Pairs in Tweet in G2:
[922] huntington,beach [758] oil,spill [657] #oilspill,#huntingtonbeach [369] beach,newport [364] newport,beach [352] #oilspill,#orangecounty [328] oiled,wildlife [319] 877,823 [312] 823,6926 [290] wildlife,care Top Word Pairs in Tweet in G3:
[1562] huntington,beach [1556] oil,spill [1189] #oilspill,#orangecounty [1183] newport,beach [1132] cbsla,#oilspill [1001] beaches,closed [923] spill,huntington [918] booms,deployed [908] beach,newport [893] deployed,beaches Top Word Pairs in Tweet in G4:
[57] oil,spill [38] huntington,beach [20] orange,county [20] #oilspill,#california [20] 000,gallons [19] #oilspill,#orangecounty [19] 126,000 [18] major,#oilspill [18] #oilspill,#huntingtonbeach [17] southern,california Top Word Pairs in Tweet in G5:
[69] sends,crude [69] crude,onto [69] beaches,killing [69] killing,birds [69] birds,marine [69] marine,life [67] major,spill [64] massive,#oilspill [64] #oilspill,sends [64] onto,#orangecounty Top Word Pairs in Tweet in G6:
[207] #oilspill,nov [168] oct,30th [168] 30th,#pvtwerkortreat [168] oct,31st [168] 31st,#pvtrailride [168] #pvtrailride,nov [168] nov,#oilspill [168] nov,#pvholics [107] agentrondo_,asanteslater [107] bring,back Top Word Pairs in Tweet in G7:
[16] gt,gt [14] oil,spill [9] #oilspill,#huntingtonbeach [9] #oilspill,#orangecounty [9] huntington,beach [8] #huntingtonbeach,#oilspill [8] shut,down [7] loved,see [7] see,something [7] oc's,#oilspill Top Word Pairs in Tweet in G8:
[69] oil,spill [68] fossil,fuels [50] newport,beach [41] spill,orange [40] massive,oil [37] breaking,massive [37] orange,many [37] many,oil [37] oil,disasters [37] disasters,witness Top Word Pairs in Tweet in G9:
[104] oil,spill [95] #oilspill,#huntingtonbeach [92] heart,breaking [92] breaking,marine [92] marine,animals [92] animals,sea [92] sea,birds [92] birds,being [92] being,impacted [92] impacted,giant Top Word Pairs in Tweet in G10:
[17] #huntingtonbeach,#oilspill [14] oil,spill [11] oil,#oilspill [10] huntington,beach [10] 126k,thousand [10] thousand,gallons [10] gallons,oil [10] #oilspill,#hazmat [10] #hazmat,#beach [10] #beach,#huntingtonbeach Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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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: