from collections import defaultdict, Counter
from pprint import pprint
import json
import matplotlib.pyplot as plt
plt.rcdefaults()
from matplotlib import rcParams
rcParams.update({'figure.autolayout': True})
import numpy as np

subs = defaultdict(lambda: 0)
data = open ('data.txt')
for i in data:
    items = i.replace("\n","").split(' ')
    for item in items:
        subs[item] += 1

labels = []
values = []
for w in sorted(subs, key=subs.get, reverse=True):
  labels.append(w)
  values.append(subs[w])

limit = 30

y_pos = np.arange(len(labels[0:limit]))[::-1]
plt.barh(y_pos, values[0:limit])
plt.yticks(y_pos, labels[0:limit])
plt.xlabel('Subs')
plt.title('Principais subs visitados')
plt.savefig('graph.png', dpi=300)