技術面

在日本股票資料，我們擁有 1 種資料集，如下:

• 日本股價資料表 JapanStockPrice

另外針對資料集整理出的列表如下:

• 日本股票清單列表 JapanStockInfo

根據上述資料表逐一說明怎麼使用，另外具體資料表 schemas 請參考 finmindapi

日本股票清單列表 JapanStockInfo

• 這張資料表主要是列出日本所有上市上櫃的股票名稱，代碼和產業類別

Example

import requests
import pandas as pd

url = 'https://api.finmindtrade.com/api/v4/data'
parameter = {
   "dataset": "JapanStockInfo"
}
data = requests.get(url, params=parameter)
data = data.json()
data = pd.DataFrame(data['data'])
print(data.head())

Output

DataFrame

	date	stock_id	Exchange	Sector	stock_name
0	2019-01-14	1301.T	XTKS	Food Products	Kyokuyo Co. Ltd.
1	2019-01-14	1332.T	XTKS	Fishing	Nippon Suisan Kaisha Ltd.
2	2019-01-14	1333.T	XTKS	Food Products	Maruha Nichiro Corp.
3	2019-01-14	1352.T	XTKS	Food Retail	Hohsui Corp.
4	2019-01-14	1376.T	XTKS	Farming	Kaneko Seeds Co. Ltd.

Schema

{
    date: str,
    stock_id: str,
    Exchange: str,
    Sector: str,
    stock_name: str
}

日本股價資料表 JapanStockPrice

Example

import requests
import pandas as pd

url = 'https://api.finmindtrade.com/api/v4/data'
parameter = {
   "dataset": "JapanStockPrice",
   "data_id": "7203.T",
   "start_date": "2020-06-16",
   "end_date": "2021-06-16",
   "token": token, # 參考登入，獲取金鑰
}
data = requests.get(url, params=parameter)
data = data.json()
data = pd.DataFrame(data['data'])
print(data.head())

Output

DataFrame

	date	stock_id	Adj_Close	Close	High	Low	Open	Volume
0	2020-06-16	7203.T	1347.98	1404.2	1411.4	1368.6	1376	36452000
1	2020-06-17	7203.T	1333.2	1388.8	1401	1381	1400	23684000
2	2020-06-18	7203.T	1322.26	1377.4	1388	1368.6	1376	17525500
3	2020-06-19	7203.T	1315.35	1370.2	1382.4	1365	1381.6	29101500
4	2020-06-22	7203.T	1309.01	1363.6	1374	1356	1359.8	14133000

Schema

{
    date: str,
    stock_id: str,
    Adj_Close: float32,
    Close: float32,
    High: float32,
    Low: float32,
    Open: float32,
    Volume: int64
}