The graph represents a network of 8 230 Twitter users whose recent tweets contained "California drought", 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 Friday, 30 April 2021 at 10:03 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 17-minute period from Thursday, 22 April 2021 at 08:52 UTC to Friday, 30 April 2021 at 09:10 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 : 8230
Unique Edges : 10996
Edges With Duplicates : 1390
Total Edges : 12386
Number of Edge Types : 5
Retweet : 6361
Mentions : 1111
MentionsInRetweet : 2344
Replies to : 371
Tweet : 2199
Self-Loops : 2232
Reciprocated Vertex Pair Ratio : 0,0099009900990099
Reciprocated Edge Ratio : 0,0196078431372549
Connected Components : 1558
Single-Vertex Connected Components : 1201
Maximum Vertices in a Connected Component : 5690
Maximum Edges in a Connected Component : 9606
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5,364446
Graph Density : 0,000144585422121658
Modularity : 0,759234
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8 230 Twitter users whose recent tweets contained "California drought", 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 Friday, 30 April 2021 at 10:03 UTC.
The tweets in the network were tweeted over the 8-day, 0-hour, 17-minute period from Thursday, 22 April 2021 at 08:52 UTC to Friday, 30 April 2021 at 09:10 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 : California drought
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 : Out-Degree
Vertex Radius : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2545] of,water [2395] gallons,of [2367] millions,of [2346] of,gallons [1707] to,stop [1186] nestlé,to [1151] of,the [1127] the,state [1081] in,california [1042] hit,california Top Word Pairs in Tweet in G1:
[343] of,water [338] gallons,of [337] millions,of [335] of,gallons [318] drought,hit [315] hit,california [200] taking,millions [194] moves,to [194] nestlé,from [191] to,halt Top Word Pairs in Tweet in G2:
[715] national,forest [700] bottled,water [627] of,water [611] millions,of [611] of,gallons [611] gallons,of [589] in,california [587] year,from [587] from,a [587] forest,in Top Word Pairs in Tweet in G3:
[143] fire,season [130] california,is [129] these,maps [129] maps,show [129] show,why [117] in,the [116] is,bracing [116] bracing,for [115] for,another [114] why,california Top Word Pairs in Tweet in G4:
[122] in,the [70] california,drought [69] lake,oroville [64] in,california [61] drought,emergency [60] san,joaquin [60] joaquin,valley [59] climate,change [56] of,the [53] emergency,in Top Word Pairs in Tweet in G5:
[372] i,m [276] drought,conditions [184] declared,a [179] climate,change [178] a,drought [177] state,of [177] of,emergency [174] emergency,in [170] lake,mendocino [168] the,water Top Word Pairs in Tweet in G6:
[379] california,ordered [379] ordered,nestlé [379] nestlé,to [379] to,stop [379] stop,pumping [379] pumping,millions [379] millions,of [379] of,gallons [379] gallons,of [379] of,water Top Word Pairs in Tweet in G7:
[101] of,water [83] a,criminal [73] is,a [71] gallons,of [69] nestle,is [68] that,nestle [67] millions,of [67] of,gallons [67] reminder,that [66] just,a Top Word Pairs in Tweet in G8:
[234] most,of [148] drought,monitor [144] of,california [143] latest,drought [143] entire,state [142] #cawx,#cawater [141] monitor,update [141] update,now [141] now,depicts [141] depicts,most Top Word Pairs in Tweet in G9:
[139] gallons,of [139] of,water [133] of,gallons [120] to,stop [120] millions,of [112] drought,hit [112] hit,california [112] california,orders [112] orders,nestlé [112] nestlé,to Top Word Pairs in Tweet in G10:
[176] to,stop [130] drought,plagued [130] plagued,california [130] california,orders [130] orders,nestlé [130] nestlé,to [130] stop,hogging [130] hogging,water [53] of,water [52] millions,of Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: