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Create sorted_market_capitalization - US.py

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guanjihuan
2024-01-28 04:21:48 +08:00
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commit fc66ebb6b1
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2023.12.28_sorted_market_capitalization/sorted_market_capitalization - US.py Normal file
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"""
This code is supported by the website: https://www.guanjihuan.com
The newest version of this code is on the web page: https://www.guanjihuan.com/archives/38193
"""
import akshare as ak
import numpy as np
stocks = ak.stock_us_spot_em()
stock_data = stocks.values
new_stock_data = []
for stock in stock_data:
if np.isnan(float(stock[9])):
continue
else:
new_stock_data.append(stock)
new_stock_data = np.array(new_stock_data)
list_index = np.argsort(new_stock_data[:, 9])
list_index = list_index[::-1]
for i0 in range(30):
stock_symbol = new_stock_data[list_index[i0], 15]
stock_name = new_stock_data[list_index[i0], 1]
market_capitalization = new_stock_data[list_index[i0], 9]/1e8
print([i0+1, stock_symbol, stock_name, market_capitalization])