The graph represents a network of 15,962 Twitter users whose recent tweets contained "infrastructure bill", 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 Wednesday, 11 August 2021 at 14:21 UTC.
The tweets in the network were tweeted over the 5-hour, 49-minute period from Wednesday, 11 August 2021 at 07:32 UTC to Wednesday, 11 August 2021 at 13:21 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 : 15962
Unique Edges : 20876
Edges With Duplicates : 2358
Total Edges : 23234
Number of Edge Types : 5
Retweet : 14694
Replies to : 1176
MentionsInRetweet : 2388
Mentions : 2005
Tweet : 2971
Self-Loops : 3055
Reciprocated Vertex Pair Ratio : 0.00222141860825541
Reciprocated Edge Ratio : 0.00443298969072165
Connected Components : 2068
Single-Vertex Connected Components : 1320
Maximum Vertices in a Connected Component : 12302
Maximum Edges in a Connected Component : 19295
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.56195
Graph Density : 7.61472679055021E-05
Modularity : 0.747131
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 15,962 Twitter users whose recent tweets contained "infrastructure bill", 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 Wednesday, 11 August 2021 at 14:21 UTC.
The tweets in the network were tweeted over the 5-hour, 49-minute period from Wednesday, 11 August 2021 at 07:32 UTC to Wednesday, 11 August 2021 at 13:21 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 : infrastructure bill
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:
[16153] infrastructure,bill [4105] bipartisan,infrastructure [1343] bill,passed [1338] republican,senators [1337] passing,bipartisan [1336] trillion,infrastructure [1263] voted,infrastructure [1251] marco,rubio [1039] republicans,voted [999] joe,biden Top Word Pairs in Tweet in G1:
[2192] infrastructure,bill [1456] bipartisan,infrastructure [764] marco,rubio [399] rubio,voted [375] voted,bipartisan [361] today,marco [361] bill,2022 [361] 2022,floridians [361] floridians,vote [361] vote,marco Top Word Pairs in Tweet in G2:
[1433] infrastructure,bill [682] 000,000 [312] bipartisan,infrastructure [230] bill,passed [213] budget,resolution [181] trillion,spending [176] week,re [175] spending,spree [171] nearly,trillion [170] democrats,engaged Top Word Pairs in Tweet in G3:
[1162] infrastructure,bill [143] trillion,infrastructure [138] bipartisan,infrastructure [128] senate,passes [55] senate,passed [52] 1t,infrastructure [50] passes,trillion [48] senate,republicans [48] bill,faces [48] trillion,budget Top Word Pairs in Tweet in G4:
[1215] infrastructure,bill [825] bipartisan,infrastructure [783] passing,bipartisan [773] joe,biden [770] durbin,historic [770] historic,day [770] day,senate [770] senate,started [770] started,passing [770] bill,senator Top Word Pairs in Tweet in G5:
[1693] infrastructure,bill [641] republicans,voted [624] senate,republicans [580] tucker,carlson [577] voted,infrastructure [571] names,senate [571] remember,names [509] voting,pete [509] pete,buttigieg's [502] carlson,reading Top Word Pairs in Tweet in G6:
[1071] infrastructure,bill [437] trillion,infrastructure [434] 19,republican [434] republican,senators [385] trojan,horse [367] senators,vote [367] vote,trillion [367] bill,trojan [367] horse,socialism [168] marxist,power Top Word Pairs in Tweet in G7:
[890] infrastructure,bill [515] against,infrastructure [460] vote,against [456] state,texas [456] texas,needs [456] needs,electrical [456] electrical,grid [456] grid,upgrade [456] upgrade,drastically [456] drastically,senators Top Word Pairs in Tweet in G8:
[530] infrastructure,bill [126] senate,infrastructure [85] mark,cuban [84] single,greatest [84] greatest,advertisement [84] advertisement,#bitcoin [84] #bitcoin,history [81] bill,single [80] equivalent,stopping [80] stopping,commerce Top Word Pairs in Tweet in G9:
[569] infrastructure,bill [191] timing,cuomo [191] cuomo,statement [191] statement,vintage [191] vintage,andrew [191] andrew,buries [191] buries,schumer [191] schumer,pelosi [191] pelosi,celebration [191] celebration,sucking Top Word Pairs in Tweet in G10:
[354] infrastructure,bill's [354] bill's,sideswipe [354] sideswipe,cryptocurrency [354] cryptocurrency,demonstrates [354] demonstrates,little [354] little,idiot [354] idiot,legislators [354] legislators,understand [354] understand,topic [354] topic,see Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: