如何用Python中Tushare包轻松完成股票筛选(详细流程操作)

pip install tushare

pip3 install tushare

import tushare as ts
from pandas import Dataframe

ts.set_token('你的token')
pro = ts.pro_api()
stock_info = pro.stock_basic()#股票基本信息

from pandas import DataFrame
import tushare as ts
import time
ts.set_token('be3dddcd0ebf47cb8586afe0428666a1547ae0fc999682d245e8ee1c')
pro = ts.pro_api()
stock_info = pro.stock_basic()#获取所有股票的基本信息
#print(len(stock_info))
startdate: str = input('请输入起始时间，格式为20210304\n')
enddate: str = input('请输入结束时间\n')
code: str = input('请输入查询股票的代码，输入0则查询所有股票\n')
variation = {}
if code != '0':
  stockholder_num = pro.stk_holdernumber(ts_code=code,start_date=startdate,end_date=enddate)
  #print(stockholder_num)
  df=DataFrame(stockholder_num)
  df.to_excel('stockholder_num.xlsx')
else:
  for i in range(0,len(stock_info)):#遍历所有股票
    if i>0 and i % 100 == 0:
      time.sleep(60)#由于每分钟调用限制，每调用100次等60s
    code = stock_info.at[i,'ts_code']
    #print(code)
    stockholder_num = pro.stk_holdernumber(ts_code=code,start_date=startdate,end_date=enddate)
    #print(stockholder_num)
    try:#由于一段时间内不一定每只股票都公告了股东人数，所以有可能会报错
      later = stockholder_num.at[0,'holder_num']
      former = stockholder_num.at[len(stockholder_num)-1,'holder_num']
      change = later - former
    except:#如果没有公告股东人数则跳过这一支股票进入下一支
      continue
    #print(change)
    variation[stock_info.at[i,'ts_code']] = change#将股东人数变化量存入字典
    #print(i)

  rank = sorted(variation.items(), key = lambda kv:(kv[1], kv[0]), reverse=True)#给字典排序
  print(rank)
  df=DataFrame(rank)
  df.to_excel('stockholder_num.xlsx')#将数据存入Excel表中