Created
June 26, 2013 12:02
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Power Law Plotting for Facebook Data
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| SCALE = 0.1 | |
| XMIN = 820 | |
| GAMMA = 3.63719 | |
| fb_ccdf = ccdf(degs) | |
| xs = array(fb_ccdf[0][500:]) | |
| power_law = array(xs / XMIN) ** (-GAMMA + 1) * SCALE | |
| plot(fb_ccdf[0], fb_ccdf[1], label='Facebook') | |
| plot(xs, power_law, label='Power Law: $\gamma = %.4f$' % GAMMA) | |
| xlabel('Degree') | |
| ylabel('CCDF') | |
| xticks(rotation=40) | |
| legend(loc="lower left") | |
| semilogy() | |
| semilogx() | |
| savefig('fig-plfit-fb.pdf', bbox_inches='tight') |
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