import numpy as np
import pandas as pd
import time #統計運行時間用
import copy #深拷貝的時候用
import _pickle as cPickle
import gc #釋放內存使用
from tqdm import tqdm,tqdm_notebook #Tqdm 是一個快速，可擴展的Python進度條
import datetime #處理時間數據
import os
import matplotlib.pyplot as plt
from matplotlib.pyplot import MultipleLocator, FormatStrFormatter
plt.rcParams['font.sans-serif']=['SimHei'] #用來正常顯示中文標簽
plt.rcParams['axes.unicode_minus']=False #用來正常顯示負號
import seaborn as sns
%matplotlib inline
import warnings
warnings.simplefilter(action='ignore', category=FutureWarning)
warnings.filterwarnings("ignore")
pd.set_option('display.max_columns',100)
pd.set_option('max_colwidth',100)
baseline_cols=['verbal_memory_baseline','visual_memory_baseline','visual-motor_speed_baseline'
,'reaction_time_baseline','impulse_control_baseline','total_symptom_baseline']
#畫直方圖
fig = plt.figure(figsize=(15, 6))
sns.set_style("darkgrid", {'font.sans-serif': ['simhei','FangSong']}) #s設立風格
# sns.set_style('whitegrid', {'font.sans-serif': ['simhei','FangSong']})
plt.suptitle('control group的baseline指標直方圖',fontsize=20) #設置主標題
for i,col in enumerate(baseline_cols):
plt.subplot(2, 3, i + 1)
plt.hist(control[col])
plt.xlabel(col,fontsize=12)
plt.tight_layout()
