def main():
ranking = load_obj(RANKING_FILE_NAME)
for k, v in ranking.iteritems():
if len(v) < 50:
continue
draw_hist_with_stats(v)
def main():
ranking = load_obj(RANKING_FILE_NAME)
for k, v in ranking.iteritems():
if len(v) < 50:
continue
draw_hist_with_stats(v)
def draw_ranks(start_dir, threshold):
for title, path in pkl_files(start_dir):
plt.figure(figsize=(18.0,15.0))
plt.suptitle(title)
rank = load_obj(path)
num_subplots = sum(len(rank[k]) >= threshold for k in rank)
i = 0
for k in rank:
if len(rank[k]) < threshold:
continue
print "%s: %d out of %d (row %g, rank %s)" % (path, i, len(rank), ceil(num_subplots/3.0), k)
plt.subplot(ceil(num_subplots/3.0), 3, i)
draw_hist_with_stats(k, rank[k], xlabel='1-year Percentage Change')
i += 1
plt.show()