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OpenDataforWeb3 / GIS

Graph based Identification of Sybils
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EDA of labeled Sybils transactions #13

Open epowell101 opened 1 year ago

epowell101 commented 1 year ago

As a first step, gain further familiarity with the transaction histories.

epowell101 commented 1 year ago
Metric EOA_to_EOA_Mean EOA_to_EOA_Std Other_EOA_Mean Other_EOA_Std
--- --- --- --- ---
eth_value 0.20588317394404518 1.1685003695742162 0.3647032984997678 6.652597709287255
__row_index 33573.290849673205 22830.448678492023 26561.52263315722 19914.88411320494
tx_fee 0.004318564227883561 0.005931702885929411 0.005010191941825564 0.020448056281327138
gas_limit 161841.46895424835 171289.4613155794 163425.09967156933 258448.20024433892
gas_used 108278.00163398693 116145.32236183765 113414.64386691418 179784.3953183685
Centrality_Metric EOA_to_EOA_Mean EOA_to_EOA_Std Other_EOA_Mean Other_EOA_Std
:-------------------- :----------------------- :----------------------- :---------------------- :----------------------
--- --- --- --- ---
degree 0.0011954310749491472 0.0009703960170293318 0.0004543616512884609 0.0005078418877880494
closeness 7.719188442080008e-05 0.00012467125384370143 9.347213356800837e-05 0.0004401177837002969
betweenness 2.3266057962516117e-07 8.597903789939688e-07 7.060338655420754e-08 6.895458594185836e-07
epowell101 commented 1 year ago

Performed this as a part of preparing for the data transformations