Created
December 25, 2013 14:15
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Código para plotear tuits conteniendo la palabra INCENDIO. Ver post en http://aniversarioperu.utero.pe/2013/12/25/feliz-navidad-con-incendio-para-todos/
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#! /usr/bin/env python | |
# -*- coding: utf-8 -*- | |
import sys | |
import codecs | |
import re | |
import datetime | |
import time | |
from itertools import groupby | |
import numpy as np | |
import matplotlib.pyplot as plt | |
import brewer2mpl | |
f = codecs.open(sys.argv[1].strip(), "r", "utf-8") | |
datos = f.readlines() | |
f.close() | |
timestamps = [] | |
counting = [] | |
x = [] | |
for line in datos: | |
line = line.strip() | |
if re.search("^[0-9]{6,},", line): | |
line = line.split(",") | |
fecha = line[1] | |
unix_time = time.mktime(datetime.datetime.strptime(fecha, "%Y-%m-%d %H:%M:%S +%f").timetuple()) | |
# correct for local time Lima -5 hours | |
unix_time -= 60*60*5 | |
#print unix_time | |
fecha = fecha.split(" ")[0] | |
my_time = datetime.datetime.strptime(fecha, "%Y-%m-%d") | |
if my_time not in timestamps: | |
timestamps.append(my_time) | |
counting.append(fecha) | |
if fecha not in x: | |
x.append(fecha) | |
# de reversa | |
timestamp = timestamps[::-1] | |
y_axis = [len(list(group)) for key, group in groupby(counting)] | |
# queremos color | |
set2 = brewer2mpl.get_map('Set2', 'qualitative', 8).mpl_colors | |
color = set2[0] | |
fig, ax = plt.subplots(1) | |
plt.plot(timestamps, y_axis, color=color) | |
plt.xticks(rotation="45") | |
plt.ylabel(u"Número de tuits por día") | |
plt.title(u'Reportes de incendio desde la cuenta @bomberos') | |
plt.tight_layout() | |
plt.savefig("timeline" + sys.argv[1].strip() + ".png") | |
sys.exit() |
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