Add T13 network statistics results (20 CSV)

data/processed/t13/central_wallet_concentration_comparison.csv

@@ -0,0 +1,10 @@
+ranking_metric,top_fraction,Normal,Stress,difference_pp
+degree,0.01,23.97505689364476,27.463170841646686,3.488113948001928
+degree,0.05,46.918250091950654,50.717077829328495,3.7988277373778416
+degree,0.1,58.31100366270315,61.42249986456314,3.1114962018599925
+pagerank,0.01,30.56314820868024,35.61303179933483,5.049883590654588
+pagerank,0.05,58.526050697961686,62.42708602127117,3.901035323309486
+pagerank,0.1,69.35253791836995,71.93731627720162,2.58477835883167
+weighted_degree_usdt,0.01,37.11610323451297,39.76305498757733,2.646951753064357
+weighted_degree_usdt,0.05,66.15733041058557,67.88098240614234,1.7236519955567644
+weighted_degree_usdt,0.1,77.11755834387756,78.19651243768004,1.07895409380248

data/processed/t13/central_wallet_concentration_summary.csv

@@ -0,0 +1,19 @@
+regime,ranking_metric,top_fraction,snapshots,mean_flow_share_pct,median_flow_share_pct,std_flow_share_pct,mean_concentration_ratio
+Normal,degree,0.01,589,23.97505689364476,24.44700098713506,5.096082367130811,22.845505455912406
+Normal,degree,0.05,589,46.918250091950654,47.22943536564072,5.792772768047829,9.287760800229176
+Normal,degree,0.1,589,58.31100366270315,58.5201180858819,5.5872760548219125,5.802690528942942
+Normal,pagerank,0.01,589,30.56314820868024,30.425813233909892,8.082546128350655,29.100511094136984
+Normal,pagerank,0.05,589,58.526050697961686,58.97782976483258,7.8608484106700605,11.58555679923948
+Normal,pagerank,0.1,589,69.35253791836995,69.81903810680762,6.781788722706818,6.901496965548222
+Normal,weighted_degree_usdt,0.01,589,37.11610323451297,35.61674386398697,7.942162748803177,35.30749513700624
+Normal,weighted_degree_usdt,0.05,589,66.15733041058557,65.54704385653636,6.393452377662171,13.094381579058599
+Normal,weighted_degree_usdt,0.1,589,77.11755834387756,76.89175096023844,4.804807639124768,7.674160452143105
+Stress,degree,0.01,66,27.463170841646686,26.981412609637548,4.874706817558617,26.407391252741686
+Stress,degree,0.05,66,50.717077829328495,51.41893552273049,4.347730662328854,10.065717682349117
+Stress,degree,0.1,66,61.42249986456314,61.8240436511836,3.9872519417524264,6.119811320334907
+Stress,pagerank,0.01,66,35.61303179933483,35.212441127561306,6.682263956958002,34.279067888715296
+Stress,pagerank,0.05,66,62.42708602127117,62.67806852475454,5.831168413501866,12.389568324373698
+Stress,pagerank,0.1,66,71.93731627720162,72.3441008241636,4.821880479511212,7.167581468106515
+Stress,weighted_degree_usdt,0.01,66,39.76305498757733,39.38457040005917,6.4770102364010995,38.25273997796041
+Stress,weighted_degree_usdt,0.05,66,67.88098240614234,67.49110871645635,5.2494213608798805,13.470273135488858
+Stress,weighted_degree_usdt,0.1,66,78.19651243768004,78.08192381439402,3.9258697412937527,7.790932066583395

data/processed/t13/centrality_distribution_daily.csv

@@ -0,0 +1,15 @@
+regime,metric,count,mean,median,std,p90,p95,p99,max
+Normal,in_degree,626887,1.392203060519679,1.0,3.6192539557505814,2.0,3.0,10.0,298.0
+Normal,out_degree,626887,1.392203060519679,1.0,3.010104761516604,2.0,3.0,13.0,218.0
+Normal,degree,626887,2.784406121039358,2.0,5.939636636970122,4.0,6.0,24.0,339.0
+Normal,in_strength_usdt,626887,8102206.616587747,1100000.0,47045836.559499726,10805941.987173446,25027720.575731777,140480733.36324978,5000000000.0
+Normal,out_strength_usdt,626887,8102206.616587748,1102448.500816,47940035.10214834,11000000.0,25478315.024124987,137045103.05990076,5198391663.841364
+Normal,weighted_degree_usdt,626887,16204413.233175496,2310648.260314,89588330.09793144,21811808.39698844,50738767.65908746,279623116.079228,8259016728.0
+Normal,pagerank,626887,0.0009395632705734845,0.0004179452789696402,0.0026918712600812705,0.0015592990958008936,0.0027560380857462653,0.010356608142387086,0.0961145474677906
+Stress,in_degree,85632,1.4703498692077728,1.0,4.436507632513419,2.0,4.0,11.0,244.0
+Stress,out_degree,85632,1.4703498692077728,1.0,3.54958555569432,2.0,3.0,15.0,102.0
+Stress,degree,85632,2.9406997384155455,2.0,7.183316659128414,4.0,7.0,26.0,302.0
+Stress,in_strength_usdt,85632,8904988.018021302,1100078.7423985,53898411.943079636,11674177.807125632,26362250.267114192,159947141.85989466,3410850001.971606
+Stress,out_strength_usdt,85632,8904988.018021302,1121460.8817544999,55095908.05334497,12000000.0,27000229.4,152262064.48693785,3766614858.196737
+Stress,weighted_degree_usdt,85632,17809976.036042605,2359970.2008005,105657554.03815457,23115213.981892113,53752263.49151689,311987790.44651556,7177464860.168343
+Stress,pagerank,85632,0.0007707399103139013,0.0003355099629881447,0.0025818713802386304,0.0011823540624783682,0.0021255075907367586,0.00913289479016177,0.10248734125983001

data/processed/t13/cmsi2_robustness_results.csv

@@ -0,0 +1,4 @@
+rq,metric,stress_coef,p_value,ci_lower,ci_upper
+RQ1,num_edges,423.38514449970523,6.09136948367106e-08,270.1715907204844,576.5986982789261
+RQ1,total_volume_usdt,2876382753.1697445,0.0003105874729732581,1313119014.4796855,4439646491.859803
+RQ2,flow_share_pct,3.5798065625900604,0.00018637224865959373,1.7021894129791786,5.457423712200942

data/processed/t13/cmsi_robustness_results.csv

@@ -0,0 +1,4 @@
+rq,metric,stress_coef,p_value,ci_lower,ci_upper,n_days
+RQ1,num_edges,535.5327800749086,3.5674347740772736e-10,368.1783217451171,702.8872384047002,655
+RQ1,total_volume_usdt,3651195722.4028897,0.00010513097897440801,1806066513.9809575,5496324930.824821,655
+RQ2,flow_share_pct,4.596636876823396,1.6640530728029336e-06,2.7159706907664707,6.477303062880322,655

data/processed/t13/network_descriptive_statistics.csv

@@ -0,0 +1,5 @@
+,num_nodes,num_nodes,num_nodes,num_edges,num_edges,num_edges,total_volume_usdt,total_volume_usdt,total_volume_usdt,total_transactions,total_transactions,total_transactions,density,density,density,reciprocity,reciprocity,reciprocity,num_weakly_connected_components,num_weakly_connected_components,num_weakly_connected_components,num_strongly_connected_components,num_strongly_connected_components,num_strongly_connected_components,top10_volume_share,top10_volume_share,top10_volume_share,gini_volume,gini_volume,gini_volume,hhi_volume,hhi_volume,hhi_volume
+,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std,mean,median,std
+regime,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+Normal,1064.3242784380307,1181.0,383.444745114356,1481.755517826825,1601.0,580.1057796962709,8623375210.955591,8041701477.518778,4542973111.699958,2777.3497453310697,2791.0,1233.6181836566789,0.00154154295650405,0.0011533658758088319,0.0007326503996666793,0.12445079789905719,0.11535199321458864,0.03279395044960844,60.730050933786075,65.0,16.920787747341976,579.0764006791171,641.0,183.7869105968941,0.3717039969122652,0.35413900633298967,0.09196319334995229,0.823176943502852,0.822326432187465,0.034655094346462224,0.02342297391289926,0.01985071260116518,0.01409924405975277
+Stress,1297.4545454545455,1294.5,397.2536946361832,1907.7121212121212,1842.0,631.3399855777216,11553817181.200003,10620100429.696175,5907193429.264368,3673.8333333333335,3530.5,1363.823128430159,0.0012672505566642747,0.0011203898740579396,0.0005131592575869383,0.11887123395890349,0.11375972245537463,0.02044863006479015,65.56060606060606,69.0,16.62447573528842,681.060606060606,694.0,189.71718861244923,0.35559341302394687,0.33065774450475427,0.06425393254071653,0.8340271031673774,0.8340640319547707,0.027439056258842486,0.02134508050631856,0.019114622674032793,0.00749286803980661

data/processed/t13/network_normal_vs_stress.csv

@@ -0,0 +1,12 @@
+metric,normal_mean,stress_mean,difference_pct
+num_nodes,1064.3242784380307,1297.4545454545455,21.904063614770642
+num_edges,1481.755517826825,1907.7121212121212,28.746753311235402
+total_volume_usdt,8623375210.955591,11553817181.200003,33.98254046189969
+total_transactions,2777.3497453310697,3673.8333333333335,32.278382998371704
+density,0.00154154295650405,0.0012672505566642745,-17.793367267677226
+reciprocity,0.12445079789905719,0.11887123395890349,-4.4833492708333775
+num_weakly_connected_components,60.730050933786075,65.56060606060606,7.95414305199042
+num_strongly_connected_components,579.0764006791171,681.060606060606,17.6115285067542
+top10_volume_share,0.3717039969122652,0.35559341302394687,-4.334250915284338
+gini_volume,0.823176943502852,0.8340271031673774,1.3180835238599966
+hhi_volume,0.02342297391289926,0.021345080506318562,-8.871176710128942

data/processed/t13/rq1_network_hac_fdr_results.csv

@@ -0,0 +1,12 @@
+metric,n_days,stress_coef,hac_se,p_value,ci_lower,ci_upper,p_value_bh,significant_bh_5pct
+num_nodes,655,254.75626601030146,55.15950866267056,3.864539179596961e-06,146.64561562654205,362.86691639406087,2.1254965487783282e-05,True
+num_edges,655,433.5984270406995,91.89934627301935,2.379541150808094e-06,253.47901814280635,613.7178359385927,2.1254965487783282e-05,True
+total_volume_usdt,655,2861560200.4733887,948122958.1007308,0.0025433812917726923,1003273349.6803777,4719847051.266399,0.0039967420299285164,True
+total_transactions,655,836.6732028545882,199.35355951993446,2.7055590477082724e-05,445.94740600565467,1227.398999703522,7.440287381197748e-05,True
+density,655,-0.0003209856827269105,7.179677576151959e-05,7.794451382305933e-06,-0.0004617047774255872,-0.00018026658802823382,2.857965506845509e-05,True
+reciprocity,655,-0.004460464458748094,0.0029975669504049346,0.1367434300085311,-0.010335587722789329,0.0014146588052931404,0.14227883887295828,False
+num_weakly_connected_components,655,6.8027321476000235,1.9554315887428497,0.00050349449528496,2.9701566594320994,10.635307635767948,0.0009230732413557601,True
+num_strongly_connected_components,655,108.27226253138056,26.273578328849123,3.7730334451708305e-05,56.77699526184422,159.76752980091692,8.300673579375828e-05,True
+top10_volume_share,655,-0.018593556607333788,0.010461291332896222,0.07550783551650318,-0.039097310851591405,0.001910197636923825,0.10382327383519187,False
+gini_volume,655,0.007685244664314451,0.005237472699144641,0.14227883887295828,-0.0025800131960208314,0.017950502524649734,0.14227883887295828,False
+hhi_volume,655,-0.002011725550987431,0.001259158273052219,0.11011535063163544,-0.004479630417005432,0.0004561793150305699,0.13458542854977665,False

data/processed/t13/rq1_network_weekly_comparison.csv

@@ -0,0 +1,10 @@
+metric,normal_mean,stress_mean,difference_pct
+num_nodes,4085.682926829268,4740.6,16.029561884749267
+num_edges,6644.121951219512,7977.8,20.07305191825528
+total_volume_usdt,61004582059.9807,77059868351.38928,26.31816455298843
+total_transactions,19665.048780487807,24155.7,22.835698348065826
+density,0.0004010852303457132,0.0003593105570766079,-10.415410518382306
+reciprocity,0.11835532686252292,0.12142497348435155,2.593585521836461
+top10_volume_share,0.31305660908315924,0.3139400119442388,0.2821862996813085
+gini_volume,0.8905518774150627,0.8966899719835209,0.6892461544491635
+hhi_volume,0.016110329524025007,0.0166134548053005,3.122998077259642

data/processed/t13/rq2_centrality_distribution_weekly.csv

@@ -0,0 +1,11 @@
+regime,metric,weeks,mean,median,p95,p99
+Normal,degree,82,3.237335171248475,2.0,6.990853658536586,22.81280487804876
+Normal,in_degree,82,1.6186675856242374,1.0,4.012195121951219,11.144756097560968
+Normal,out_degree,82,1.6186675856242374,1.0,3.07987804878049,11.93182926829267
+Normal,pagerank,82,0.0002487593905077389,9.725155701379439e-05,0.0005794969236871382,0.0027411540061700237
+Normal,weighted_degree_usdt,82,29322188.90519307,2530414.6140562072,66165520.60443706,466348024.7126045
+Stress,degree,10,3.351870700728491,2.0,7.1,23.951000000000022
+Stress,in_degree,10,1.6759353503642456,1.0,4.0,12.11899999999996
+Stress,out_degree,10,1.6759353503642456,1.0,3.1,12.914999999999964
+Stress,pagerank,10,0.00021520941252673825,8.043135487865095e-05,0.00047159168384641856,0.0023570095583496297
+Stress,weighted_degree_usdt,10,31696229.79682721,2530290.2785360003,70808600.28619966,474676561.9485167

data/processed/t13/rq2_concentration_hac_tests.csv

@@ -0,0 +1,10 @@
+ranking_metric,top_fraction,stress_coef_pp,hac_se,p_value,ci_lower,ci_upper,n_days,significant_5pct
+degree,0.01,2.5589501877864897,0.6966562671410457,0.0002395421053999463,1.1935289945859255,3.924371380987054,655,True
+degree,0.05,2.1941606862671468,0.8269751978180837,0.007972401651388262,0.5733190824358161,3.8150022900984775,655,True
+degree,0.1,1.5222719603903834,0.6650249480985906,0.022076744205629408,0.21884701329652723,2.8256969074842395,655,True
+pagerank,0.01,3.964015701926079,1.024189612124969,0.00010866030464519613,1.956640948821092,5.971390455031066,655,True
+pagerank,0.05,2.9244615964585554,1.0234635498024427,0.00427105042241593,0.9185098993562519,4.930413293560859,655,True
+pagerank,0.1,1.9280800635088438,0.8596845411399306,0.024911247331366182,0.24312932480873717,3.61303080220895,655,True
+weighted_degree_usdt,0.01,2.645192370593552,1.0345527166932569,0.010562585176565427,0.6175063057666987,4.672878435420405,655,True
+weighted_degree_usdt,0.05,1.262164002924053,0.9073056020447546,0.16419136889513852,-0.5161223000550967,3.040450305903203,655,False
+weighted_degree_usdt,0.1,0.7400357992650045,0.7253615739415096,0.3076192878080187,-0.6816467614296416,2.1617183599596506,655,False

data/processed/t13/rq2_concentration_weekly_comparison.csv

@@ -0,0 +1,10 @@
+ranking_metric,top_fraction,Normal,Stress,difference_pp
+degree,0.01,38.87846961275508,43.10074600045288,4.2222763876977965
+degree,0.05,59.09842868520384,62.09329803044526,2.994869345241419
+degree,0.1,68.37877685389682,69.58339860720562,1.2046217533087997
+pagerank,0.01,52.67983495046164,56.83381570844158,4.153980757979937
+pagerank,0.05,74.4289748893986,76.32656012908903,1.8975852396904287
+pagerank,0.1,81.52229809530401,83.26464569026912,1.7423475949651106
+weighted_degree_usdt,0.01,56.12198519285159,58.41135298082277,2.2893677879711802
+weighted_degree_usdt,0.05,78.24262485548712,79.23240788323288,0.9897830277457587
+weighted_degree_usdt,0.1,85.79127083479172,86.46168565130293,0.6704148165112116

data/processed/t13/rq2_concentration_weekly_summary.csv

@@ -0,0 +1,19 @@
+regime,ranking_metric,top_fraction,weeks,mean_flow_share_pct,median_flow_share_pct,mean_concentration_ratio
+Normal,degree,0.01,82,38.87846961275508,38.87717658525854,38.41216594979423
+Normal,degree,0.05,82,59.09842868520384,60.66498712344095,11.7928912176265
+Normal,degree,0.1,82,68.37877685389682,68.66162044935791,6.8306355271937935
+Normal,pagerank,0.01,82,52.67983495046164,52.86430164104471,52.0538655937929
+Normal,pagerank,0.05,82,74.4289748893986,74.89118148002598,14.851938833003565
+Normal,pagerank,0.1,82,81.52229809530401,81.88682582160959,8.143588009210864
+Normal,weighted_degree_usdt,0.01,82,56.12198519285159,56.55215676372002,55.4552420169288
+Normal,weighted_degree_usdt,0.05,82,78.24262485548712,78.26196905336576,15.612927455594948
+Normal,weighted_degree_usdt,0.1,82,85.79127083479172,85.82461536770498,8.57003158785819
+Stress,degree,0.01,10,43.10074600045288,43.45589346067152,42.549326984637936
+Stress,degree,0.05,10,62.09329803044526,62.813755224071286,12.393892838175894
+Stress,degree,0.1,10,69.58339860720562,70.02205209636443,6.951665138612718
+Stress,pagerank,0.01,10,56.83381570844158,57.56656183776205,56.12108286305123
+Stress,pagerank,0.05,10,76.32656012908903,76.45769288255619,15.235071851399965
+Stress,pagerank,0.1,10,83.26464569026912,83.65633421764096,8.31856694523995
+Stress,weighted_degree_usdt,0.01,10,58.41135298082277,58.4090391358221,57.67651940149182
+Stress,weighted_degree_usdt,0.05,10,79.23240788323288,78.80645316625683,15.814880373055782
+Stress,weighted_degree_usdt,0.1,10,86.46168565130293,86.18086841067299,8.637938835021192

data/processed/t13/rq2_hac_fdr_results.csv

@@ -0,0 +1,10 @@
+ranking_metric,top_fraction,stress_coef_pp,hac_se,p_value,ci_lower,ci_upper,n_days,significant_5pct,p_value_bh,significant_bh_5pct
+degree,0.01,2.5589501877864897,0.6966562671410457,0.0002395421053999,1.1935289945859255,3.924371380987054,655,True,0.0010779394742995501,True
+degree,0.05,2.1941606862671468,0.8269751978180837,0.0079724016513882,0.5733190824358161,3.8150022900984775,655,True,0.017937903715623454,True
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+pagerank,0.01,3.964015701926079,1.024189612124969,0.0001086603046451,1.956640948821092,5.971390455031066,655,True,0.0009779427418059002,True
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data/processed/t13/rv_daily_regimes.csv

@@ -0,0 +1,656 @@
+date,rv,rv_pct,minute_returns,candles,regime
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data/processed/t13/rv_threshold_sensitivity.csv

@@ -0,0 +1,10 @@
+rq,metric,rv_quantile,rv_threshold_pct,stress_days,stress_coef,p_value,ci_lower,ci_upper
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data/processed/t13/rv_weekly_regimes.csv

@@ -0,0 +1,93 @@
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