The graph represents a network of 17,802 Twitter users whose recent tweets contained "financial literacy", 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, 21 August 2019 at 22:12 UTC.
The tweets in the network were tweeted over the 8-day, 2-hour, 3-minute period from Tuesday, 13 August 2019 at 19:11 UTC to Wednesday, 21 August 2019 at 21:15 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 : 17802
Unique Edges : 19833
Edges With Duplicates : 1975
Total Edges : 21808
Number of Edge Types : 4
Retweet : 13579
Tweet : 2932
Mentions : 3352
Replies to : 1945
Self-Loops : 2978
Reciprocated Vertex Pair Ratio : 0.0129964301651049
Reciprocated Edge Ratio : 0.0256593799900887
Connected Components : 2664
Single-Vertex Connected Components : 1456
Maximum Vertices in a Connected Component : 11285
Maximum Edges in a Connected Component : 13556
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.485333
Graph Density : 5.7309492357307E-05
Modularity : 0.809901
NodeXL Version : 1.0.1.419
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[18104] financial,literacy [3315] financially,illiterate [3155] idea,financial [3147] tips,tricks [3145] wriggling,out [3145] out,boot [3144] maybe,financially [3144] illiterate,very [3144] very,possible [3144] possible,seems Top Word Pairs in Tweet in G1:
[3086] financial,literacy [2966] financially,illiterate [2964] wriggling,out [2964] out,boot [2963] maybe,financially [2963] illiterate,very [2963] very,possible [2963] possible,seems [2963] seems,whole [2963] whole,idea Top Word Pairs in Tweet in G2:
[2744] financial,literacy [2675] over,financial [11] teach,financial [8] more,money [7] black,history [6] teaching,financial [6] state,illinois [5] isn,t [5] teach,kids [5] dionbrazill,state Top Word Pairs in Tweet in G3:
[1528] financial,literacy [120] don,t [64] poor,people [55] literacy,campaign [51] 10,000 [51] life,changing [50] g19,next [50] next,mission [50] mission,financial [50] campaign,reach Top Word Pairs in Tweet in G4:
[1290] financial,literacy [636] dont,know [335] teach,financial [329] lack,financial [319] interest,rates [319] solve,x [318] people,complain [318] complain,lack [318] literacy,things [318] things,learning Top Word Pairs in Tweet in G5:
[668] financial,literacy [573] literacy,app [569] free,financial [563] smith,nas [557] nas,invest [557] invest,free [14] poor,people [12] glittermagazine,step [12] step,1 [12] 1,star Top Word Pairs in Tweet in G6:
[711] financial,literacy [510] amount,financial [510] literacy,going [510] going,forgive [510] forgive,widespread [510] widespread,economic [510] economic,disparity [510] disparity,propped [510] propped,up [510] up,racial Top Word Pairs in Tweet in G7:
[553] financial,literacy [74] don,t [66] poor,people [55] namusefully,saintmikayla [54] high,school [52] literacy,high [51] andrew,yang [51] 1,000 [51] make,financial [51] financial,counseling Top Word Pairs in Tweet in G8:
[407] financial,literacy [231] rich,people [231] literacy,useless [230] people,s [230] working,class [229] s,something [229] something,especially [229] especially,vile [229] vile,rich [229] s,overemphasis Top Word Pairs in Tweet in G9:
[286] financial,literacy [217] mental,health [216] health,issues [213] emotional,intelligence [212] more,important [210] only1franchini,think [210] think,top [210] top,head [210] head,topics [210] topics,that'd Top Word Pairs in Tweet in G10:
[277] financial,literacy [77] literacy,being [77] taught,schools [76] being,taught [75] whispers,actually [75] actually,care [75] care,financial [75] schools,certainly [75] certainly,extent [75] extent,performing 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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