Jupyter notebook の import 用 snippets 。

jupyter-import.md

• data

import tqdm
import pickle
import numpy as np
import scipy
import sklearn
import pandas as pd
import plotly
import seaborn as sns
import matplotlib
import matplotlib.pyplot as plt
sns.set_style('ticks')
# seaborn.set(style='ticks', font='TakaoGothic')
matplotlib.rcParams['pdf.fonttype'] = 42
plotly.offline.init_notebook_mode(connected=True)
palette = sns.color_palette("RdBu_r", n_colors=25)
% matplotlib inline

• preprocessing/scraping

import tqdm
import os
import re
import bs4
import time
import requests
import pandas as pd
import string
import random
import numpy as np

• language

import MeCab
m = MeCab.Tagger(' -d /usr/lib/mecab/dic/mecab-ipadic-neologd -F%f[6],%f[0], -U%m,, -EEOS,EOS') # with POS
# m = MeCab.Tagger(' -d /usr/lib/mecab/dic/mecab-ipadic-neologd -F%f[6], -U%m,, -EEOS') # without POS

• network

import tqdm
import networkx as nx
# igraph, graph-tool
import seaborn as sns
import matplotlib.pyplot as plt
% matplotlib inline
sns.set_style('ticks')