The graph represents a network of 5,379 Twitter users whose tweets in the requested range contained "predatory (lending OR lender)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 March 2019 at 17:07 UTC.
The requested start date was Wednesday, 20 March 2019 at 17:04 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 7-day, 1-hour, 36-minute period from Wednesday, 13 March 2019 at 07:28 UTC to Wednesday, 20 March 2019 at 09:04 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 : 5379
Unique Edges : 9578
Edges With Duplicates : 126
Total Edges : 9704
Self-Loops : 121
Reciprocated Vertex Pair Ratio : 0.00220982847521835
Reciprocated Edge Ratio : 0.00440991180176397
Connected Components : 251
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 4401
Maximum Edges in a Connected Component : 8688
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 2.401435
Graph Density : 0.000329228212880539
Modularity : 0.269721
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4121] payday,loan [4089] handed,cfpbdirector [4089] cfpbdirector,kraninger [4089] kraninger,calculator [4089] calculator,asked [4089] asked,calculate [4089] calculate,apr [4089] apr,payday [4089] couldn,t [4088] loan,couldn Top Word Pairs in Tweet in G1:
[4075] handed,cfpbdirector [4075] cfpbdirector,kraninger [4075] kraninger,calculator [4075] calculator,asked [4075] asked,calculate [4075] calculate,apr [4075] apr,payday [4075] payday,loan [4075] loan,couldn [4075] couldn,t Top Word Pairs in Tweet in G2:
[108] cfpb,blocking [108] blocking,proposed [108] proposed,rule [108] rule,force [108] force,predatory [108] predatory,lenders [108] lenders,give [108] give,payday [108] payday,loans [108] loans,people Top Word Pairs in Tweet in G3:
[152] wells,fargo [76] tomorrow,10am [76] 10am,confronting [76] confronting,wells [76] fargo,fscdems [76] fscdems,hearing [76] hearing,wells [76] fargo,engaged [76] engaged,predatory [75] repmaxinewaters,tomorrow Top Word Pairs in Tweet in G4:
[21] predatory,lending [9] interest,rate [8] student,loans [7] samswey,let's [7] let's,start [7] start,1 [7] 1,drastically [7] drastically,lowering [7] lowering,interest [7] rate,federal Top Word Pairs in Tweet in G5:
[62] predatory,lending [9] lending,practices [6] payday,lending [5] idaho's,anti [5] anti,voter [5] voter,initiative [5] initiative,bill [5] bill,written [5] written,state [5] state,sen Top Word Pairs in Tweet in G6:
[28] predatory,lending [13] don,t [9] davidgab2141,aoc [8] student,loans [6] aoc,don [6] loans,forgiven [5] lorenlalonde,jonny3dog [5] jonny3dog,aoc [5] aoc,before [5] before,passing Top Word Pairs in Tweet in G7:
[26] payday,loan [25] s,hard [25] hard,stomach [25] stomach,fact [25] fact,payday [25] loan,predators [25] predators,moneytree [25] moneytree,working [25] working,kill [25] kill,idaho Top Word Pairs in Tweet in G9:
[21] predatory,lender [19] breaking,great [19] great,victory [19] victory,missouri [19] missouri,supreme [19] supreme,court [19] court,preserved [19] preserved,predatory [19] lender,drafted [19] drafted,arbitration Top Word Pairs in Tweet in G10:
[37] dear,twitter [37] twitter,writing [37] writing,policy [37] policy,paper [37] paper,china [37] china,africa [37] africa,debt [37] debt,relations [37] relations,beneficial [37] beneficial,predatory 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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