Skip to main content
Donate to the Python Software Foundation or Purchase a PyCharm License to Benefit the PSF! Donate Now

TuShare is a utility for crawling historical data of China stocks

Project description

de TuShare
----
[![](https://pypip.in/v/tushare/badge.png)](https://pypi.python.org/pypi/tushare/0.1.0)


股票、财经数据获取接口包

TuShare is a utility for crawling historical data of China stocks

> 数据来源于各大财经网站,如遇访问异常请及时更新tushare或自行查找并修改数据接口地址。

> 使用cnstock的优点是:**调用简单**、直接返回pandas **DataFrame对象**

Dependencies
=========

[pandas](http://pandas.pydata.org/ "pandas")

Installation
====
pandas


- 方式1: pip install ipython pandas numpy tornado pyzmq jinja2 matplotlib
- 方式2(推荐):安装Anaconda [http://www.continuum.io/downloads](http://www.continuum.io/downloads "Anaconda")

tushare

- 方式1:pip install tushare
- 方式2:下载到本地 python setup.py install


Quick Start
======
**Example 1.** 获取个股历史交易数据(包括均线数据):

import tushare.stock.trading as td

td.get_hist_data('600848') #一次性获取全部数据

结果显示:

> 日期 ,开盘价, 最高价, 收盘价, 最低价, 成交量, 价格变动 ,涨跌幅,5日均价,10日均价,20日均价,5日均量,10日均量,20日均量,换手率

open high close low amount p_change ma5 \
date
2012-01-11 6.880 7.380 7.060 6.880 14129.96 2.62 7.060
2012-01-12 7.050 7.100 6.980 6.900 7895.19 -1.13 7.020
2012-01-13 6.950 7.000 6.700 6.690 6611.87 -4.01 6.913
2012-01-16 6.680 6.750 6.510 6.480 2941.63 -2.84 6.813
2012-01-17 6.660 6.880 6.860 6.460 8642.57 5.38 6.822
2012-01-18 7.000 7.300 6.890 6.880 13075.40 0.44 6.788
2012-01-19 6.690 6.950 6.890 6.680 6117.32 0.00 6.770
2012-01-20 6.870 7.080 7.010 6.870 6813.09 1.74 6.832

ma10 ma20 v_ma5 v_ma10 v_ma20 turnover
date
2012-01-11 7.060 7.060 14129.96 14129.96 14129.96 0.48
2012-01-12 7.020 7.020 11012.58 11012.58 11012.58 0.27
2012-01-13 6.913 6.913 9545.67 9545.67 9545.67 0.23
2012-01-16 6.813 6.813 7894.66 7894.66 7894.66 0.10
2012-01-17 6.822 6.822 8044.24 8044.24 8044.24 0.30
2012-01-18 6.833 6.833 7833.33 8882.77 8882.77 0.45
2012-01-19 6.841 6.841 7477.76 8487.71 8487.71 0.21
2012-01-20 6.863 6.863 7518.00 8278.38 8278.38 0.23

设定历史数据的时间:

In [5]: td.get_hist_data('600848','2015-01-05','2015-01-09')
Out[5]:
open high close low amount p_change ma5 ma10 \
date
2015-01-05 11.160 11.390 11.260 10.890 46383.57 1.26 11.156 11.212
2015-01-06 11.130 11.660 11.610 11.030 59199.93 3.11 11.182 11.155
2015-01-07 11.580 11.990 11.920 11.480 86681.38 2.67 11.366 11.251
2015-01-08 11.700 11.920 11.670 11.640 56845.71 -2.10 11.516 11.349
2015-01-09 11.680 11.710 11.230 11.190 44851.56 -3.77 11.538 11.363
ma20 v_ma5 v_ma10 v_ma20 turnover
date
2015-01-05 11.198 58648.75 68429.87 97141.81 1.59
2015-01-06 11.382 54854.38 63401.05 98686.98 2.03
2015-01-07 11.543 55049.74 61628.07 103010.58 2.97
2015-01-08 11.647 57268.99 61376.00 105823.50 1.95
2015-01-09 11.682 58792.43 60665.93 107924.27 1.54


**Example 2.** 一次性获取最近一个日交易日所有股票的交易数据(结果显示速度取决于网速)

import tushare.stock.trading as td

td.get_today_all()


结果显示:

> 代码,名称,涨跌幅,现价,开盘价,最高价,最低价,最日收盘价,成交量,换手率

code name changepercent trade open high low settlement \
0 002738 中矿资源 10.023 19.32 19.32 19.32 19.32 17.56
1 300410 正业科技 10.022 25.03 25.03 25.03 25.03 22.75
2 002736 国信证券 10.013 16.37 16.37 16.37 16.37 14.88
3 300412 迦南科技 10.010 31.54 31.54 31.54 31.54 28.67
4 300411 金盾股份 10.007 29.68 29.68 29.68 29.68 26.98
5 603636 南威软件 10.006 38.15 38.15 38.15 38.15 34.68
6 002664 信质电机 10.004 30.68 29.00 30.68 28.30 27.89
7 300367 东方网力 10.004 86.76 78.00 86.76 77.87 78.87
8 601299 中国北车 10.000 11.44 11.44 11.44 11.29 10.40
9 601880 大连港 10.000 5.72 5.34 5.72 5.22 5.20
10 000856 冀东装备 10.000 8.91 8.18 8.91 8.18 8.10
volume turnoverratio
0 375100 1.25033
1 85800 0.57200
2 1058925 0.08824
3 69400 0.51791
4 252220 1.26110
5 1374630 5.49852
6 6448748 9.32700
7 2025030 6.88669
8 433453523 4.28056
9 323469835 9.61735
10 25768152 19.51090

**Example 2.** 获取历史分笔数据

In [1]: import tushare.stock.trading as td
In [2]: df = td.get_tick_data('600848','2014-01-09')
In [3]: df.head(10)

结果显示:
>成交时间、成交价格、价格变动,成交手、成交金额(元),买卖类型

Out[3]:
time price change volume amount type
0 15:00:00 6.05 -- 8 4840 卖盘
1 14:59:55 6.05 -- 50 30250 卖盘
2 14:59:35 6.05 -- 20 12100 卖盘
3 14:59:30 6.05 -0.01 165 99825 卖盘
4 14:59:20 6.06 0.01 4 2424 买盘
5 14:59:05 6.05 -0.01 2 1210 卖盘
6 14:58:55 6.06 -- 4 2424 买盘
7 14:58:45 6.06 -- 2 1212 买盘
8 14:58:35 6.06 0.01 2 1212 买盘
9 14:58:25 6.05 -0.01 20 12100 卖盘
10 14:58:05 6.06 -- 5 3030 买盘


Change Logs
---

0.1.1 2015/01/11
===


- 增加了tick数据的获取

0.1.0 2014/12/01
===

- 创建第一个版本


- 实现个股历史数据的获取

Project details


Release history Release notifications

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Filename, size & hash SHA256 hash help File type Python version Upload date
tushare-0.1.1.zip (6.8 kB) Copy SHA256 hash SHA256 Source None

Supported by

Elastic Elastic Search Pingdom Pingdom Monitoring Google Google BigQuery Sentry Sentry Error logging AWS AWS Cloud computing DataDog DataDog Monitoring Fastly Fastly CDN SignalFx SignalFx Supporter DigiCert DigiCert EV certificate StatusPage StatusPage Status page