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ch01/gen_webstats.py

Lines changed: 9 additions & 13 deletions
Original file line numberDiff line numberDiff line change
@@ -17,26 +17,22 @@
1717

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sp.random.seed(3) # to reproduce the data later on
1919

20-
x = sp.arange(1, 31 * 24)
21-
y = sp.array(200 * (sp.sin(2 * sp.pi * x / (7 * 24))), dtype=int)
20+
x = sp.arange(1, 31*24)
21+
y = sp.array(200*(sp.sin(2*sp.pi*x/(7*24))), dtype=int)
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y += gamma.rvs(15, loc=0, scale=100, size=len(x))
23-
y += 2 * sp.exp(x / 100.0)
24-
y = sp.ma.array(y, mask=[y < 0])
25-
print(sum(y), sum(y < 0))
23+
y += 2 * sp.exp(x/100.0)
24+
y = sp.ma.array(y, mask=[y<0])
25+
print(sum(y), sum(y<0))
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plt.scatter(x, y)
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plt.title("Web traffic over the last month")
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plt.xlabel("Time")
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plt.ylabel("Hits/hour")
31-
plt.xticks([w * 7 * 24 for w in [0, 1, 2, 3, 4]], ['week %i' % (w + 1) for w in
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[0, 1, 2, 3, 4]])
33-
31+
plt.xticks([w*7*24 for w in range(5)],
32+
['week %i' %(w+1) for w in range(5)])
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plt.autoscale(tight=True)
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plt.grid()
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plt.savefig(os.path.join(CHART_DIR, "1400_01_01.png"))
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38-
# sp.savetxt(os.path.join("..", "web_traffic.tsv"),
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# zip(x[~y.mask],y[~y.mask]), delimiter="\t", fmt="%i")
40-
41-
sp.savetxt(os.path.join(
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DATA_DIR, "web_traffic.tsv"), list(zip(x, y)), delimiter="\t", fmt="%s")
37+
sp.savetxt(os.path.join(DATA_DIR, "web_traffic.tsv"),
38+
list(zip(x, y)), delimiter="\t", fmt="%s")

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