Data are sampled from Bitcoin (top row), Ethereum (middle row), and Namecoin (bottom row). Example data for power-law fitting are approximate fit (first column), poor fit (medium column), and inconsistent fit (last column). The legends show the fitting exponent γ in p(k) ∼ k−γ with respect to indegree and outdegree distribution.</p
<p>The distribution is plotted on a log-log scale since it was expected to be a power-law distributi...
<p>(A) Out-degree and (B) in-degree distributions for networks of size <i>N</i> = 1000. Numerical di...
<p>The black line shows a fitted power-law for the final network; the exponent is . The data is log-...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The log-log plot of cumulative degree distributions of ALL (A) and CON (B) networks thresholded a...
A’, B’, C’: Node strength distribution of the three subnetworks. The distribution of the nodes stren...
<p>The goodness for fitting the in-degree distributions of some citation networks by the power-law f...
<p>The power law distribution has the form , for , where <i>x</i> is degree, <i>C</i> is the normali...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The distributions are shifted by arbitrary factors along the vertical axis for better visibility ...
This short communication uses a simple experiment to show that fitting to a power law distribution b...
<p>Power-law fitting (dual-log) of degree distributions of four diachronic Chinese networks.</p
We bring rigor to the vibrant activity of detecting power laws in empirical degree distributions in ...
<p>Panel (a)∼(f) are the degree distribution and the fitting result of the network with a sparsity o...
A. Degree distribution in 1986. The cumulative density function follows a power law of type P(K > k)...
<p>The distribution is plotted on a log-log scale since it was expected to be a power-law distributi...
<p>(A) Out-degree and (B) in-degree distributions for networks of size <i>N</i> = 1000. Numerical di...
<p>The black line shows a fitted power-law for the final network; the exponent is . The data is log-...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The log-log plot of cumulative degree distributions of ALL (A) and CON (B) networks thresholded a...
A’, B’, C’: Node strength distribution of the three subnetworks. The distribution of the nodes stren...
<p>The goodness for fitting the in-degree distributions of some citation networks by the power-law f...
<p>The power law distribution has the form , for , where <i>x</i> is degree, <i>C</i> is the normali...
<p>The thin blue lines represent the exponent values for 100 simulated networks and the thick red li...
<p>The distributions are shifted by arbitrary factors along the vertical axis for better visibility ...
This short communication uses a simple experiment to show that fitting to a power law distribution b...
<p>Power-law fitting (dual-log) of degree distributions of four diachronic Chinese networks.</p
We bring rigor to the vibrant activity of detecting power laws in empirical degree distributions in ...
<p>Panel (a)∼(f) are the degree distribution and the fitting result of the network with a sparsity o...
A. Degree distribution in 1986. The cumulative density function follows a power law of type P(K > k)...
<p>The distribution is plotted on a log-log scale since it was expected to be a power-law distributi...
<p>(A) Out-degree and (B) in-degree distributions for networks of size <i>N</i> = 1000. Numerical di...
<p>The black line shows a fitted power-law for the final network; the exponent is . The data is log-...