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September 20, 2022 08:23
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "59c0836e", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import pandas as pd\n", | |
"import numpy as np\n", | |
"import tejapi\n", | |
"import matplotlib.pyplot as plt\n", | |
"import matplotlib.transforms as transforms\n", | |
"from matplotlib.font_manager import FontProperties\n", | |
"plt.rcParams['font.sans-serif'] = ['Arial Unicode MS'] # 解決MAC電腦 plot中文問題\n", | |
"plt.rcParams['axes.unicode_minus'] = False\n", | |
"tejapi.ApiConfig.api_key = \"Your Key\"\n", | |
"tejapi.ApiConfig.ignoretz = True" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "d11193d8", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"data=tejapi.get('TWN/ANPRCSTD' ,chinese_column_name=True )\n", | |
"select=data[\"上市別\"].unique()\n", | |
"select=select[1:3]\n", | |
"condition =(data[\"上市別\"].isin(select)) & ( data[\"證券種類名稱\"]==\"普通股\" )\n", | |
"data=data[condition]\n", | |
"twid=data[\"證券碼\"].to_list() #取得上市櫃股票證券碼" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "6fc435e9", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"df = tejapi.get('TWN/AVIEW1', #從TEJ api撈取所需要的資料\n", | |
" chinese_column_name = True,\n", | |
" paginate = True,\n", | |
" mdate = {'gt':\"2022-01-01\", 'lt':'2022-08-31'},\n", | |
" coid=twid,\n", | |
" opts={'columns':['coid','mdate','close_d','kval','dval', 'dif','macd','a10ma']})" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "2bbab029", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"df1 = tejapi.get('TWN/AVIEW1', #從TEJ api撈取所需要的資料\n", | |
" chinese_column_name = True,\n", | |
" paginate = True,\n", | |
" mdate = {'gt':'2021-01-01', 'lt':'2022-01-01'},\n", | |
" coid=twid,\n", | |
" opts={'columns':['coid','mdate','close_d','kval','dval', 'dif','macd','a10ma']})" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "09d7b3fc", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"df2 = tejapi.get('TWN/AVIEW1', #從TEJ api撈取所需要的資料\n", | |
" chinese_column_name = True,\n", | |
" paginate = True,\n", | |
" mdate = {'gt':'2020-01-01', 'lt':'2021-01-01'},\n", | |
" coid=twid,\n", | |
" opts={'columns':['coid','mdate','close_d','kval','dval', 'dif','macd','a10ma']})" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "da3a57ff", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"Y9999 = tejapi.get('TWN/AFUTR', #從TEJ api撈取所需要的資料\n", | |
" chinese_column_name = True,\n", | |
" paginate = True,\n", | |
" coid = 'ZTXA', \n", | |
" mdate = {'gt':'2020-01-01', 'lt':'2022-08-31'},\n", | |
" opts={'columns':['coid','mdate','close_d']})" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "94e0c639", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"df3 = pd.merge(df2,df1,how='outer')\n", | |
"df4 = pd.merge(df3, df, how='outer') #將抓下來的技術指標合起來\n", | |
"df4.set_index(df4[\"日期\"], inplace=True) \n", | |
"df4.drop(columns={'日期'}, inplace=True)\n", | |
"df4" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 20, | |
"id": "f56d05b5", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"condition1 = (df4[\"K值\"] > df4[\"D值\"]) &(df4[\"差離值\"]> df4[\"MACD\"]) & (df4[\"收盤價\"] > df4[\"10日移動平均\"])#日三線多指標的條件\n", | |
"condition2 = (df4[\"K值\"] < df4[\"D值\"]) &(df4[\"差離值\"] < df4[\"MACD\"]) & (df4[\"收盤價\"] < df4[\"10日移動平均\"])#日三線空指標的條件" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 21, | |
"id": "40ef6849", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"long = df4[condition1] #把符合條件的篩選出來\n", | |
"short = df4[condition2]" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"id": "d259e7fa", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"long1 = ((long.groupby('日期')['證券碼'].count())/(df4.groupby('日期')['證券碼'].count()))*100 #計算出日三線多指標\n", | |
"short1 =((short.groupby('日期')['證券碼'].count())/(df4.groupby('日期')['證券碼'].count()))*100 #計算出日三線空指標\n", | |
"long1.name = '日三線多指標' #重新命名\n", | |
"short1.name = '日三線空指標'\n", | |
"result = pd.concat([long1,short1], axis=1) #把兩表合併起來" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 23, | |
"id": "f8922746", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/html": [ | |
"<div>\n", | |
"<style scoped>\n", | |
" .dataframe tbody tr th:only-of-type {\n", | |
" vertical-align: middle;\n", | |
" }\n", | |
"\n", | |
" .dataframe tbody tr th {\n", | |
" vertical-align: top;\n", | |
" }\n", | |
"\n", | |
" .dataframe thead th {\n", | |
" text-align: right;\n", | |
" }\n", | |
"</style>\n", | |
"<table border=\"1\" class=\"dataframe\">\n", | |
" <thead>\n", | |
" <tr style=\"text-align: right;\">\n", | |
" <th></th>\n", | |
" <th>日三線多指標</th>\n", | |
" <th>日三線空指標</th>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>日期</th>\n", | |
" <th></th>\n", | |
" <th></th>\n", | |
" </tr>\n", | |
" </thead>\n", | |
" <tbody>\n", | |
" <tr>\n", | |
" <th>2020-01-02</th>\n", | |
" <td>37.484663</td>\n", | |
" <td>16.380368</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2020-01-03</th>\n", | |
" <td>29.570552</td>\n", | |
" <td>23.619632</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2020-01-06</th>\n", | |
" <td>17.791411</td>\n", | |
" <td>37.484663</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2020-01-07</th>\n", | |
" <td>13.435583</td>\n", | |
" <td>46.748466</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2020-01-08</th>\n", | |
" <td>8.895706</td>\n", | |
" <td>57.546012</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>...</th>\n", | |
" <td>...</td>\n", | |
" <td>...</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2022-08-24</th>\n", | |
" <td>24.079662</td>\n", | |
" <td>18.044659</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2022-08-25</th>\n", | |
" <td>26.992754</td>\n", | |
" <td>15.700483</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2022-08-26</th>\n", | |
" <td>30.235365</td>\n", | |
" <td>13.759807</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2022-08-29</th>\n", | |
" <td>15.199035</td>\n", | |
" <td>26.839566</td>\n", | |
" </tr>\n", | |
" <tr>\n", | |
" <th>2022-08-30</th>\n", | |
" <td>18.998794</td>\n", | |
" <td>26.357057</td>\n", | |
" </tr>\n", | |
" </tbody>\n", | |
"</table>\n", | |
"<p>649 rows × 2 columns</p>\n", | |
"</div>" | |
], | |
"text/plain": [ | |
" 日三線多指標 日三線空指標\n", | |
"日期 \n", | |
"2020-01-02 37.484663 16.380368\n", | |
"2020-01-03 29.570552 23.619632\n", | |
"2020-01-06 17.791411 37.484663\n", | |
"2020-01-07 13.435583 46.748466\n", | |
"2020-01-08 8.895706 57.546012\n", | |
"... ... ...\n", | |
"2022-08-24 24.079662 18.044659\n", | |
"2022-08-25 26.992754 15.700483\n", | |
"2022-08-26 30.235365 13.759807\n", | |
"2022-08-29 15.199035 26.839566\n", | |
"2022-08-30 18.998794 26.357057\n", | |
"\n", | |
"[649 rows x 2 columns]" | |
] | |
}, | |
"execution_count": 23, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"result" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 24, | |
"id": "e59d7d9a", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"result1 = result.merge(Y9999[['日期', '收盤價']], on='日期')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 26, | |
"id": "b5ca65f3", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"result1['日多20ma'] = result1['日三線多指標'].rolling(20).mean()\n", | |
"result1['日空20ma'] = result1['日三線空指標'].rolling(20).mean()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 27, | |
"id": "c072ec6d", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"result1.set_index(result1['日期'], inplace=True)\n", | |
"result1.drop(columns = {'日期'}, inplace=True)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 29, | |
"id": "f7500b6c", | |
"metadata": { | |
"scrolled": false | |
}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 1440x1152 with 2 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig, ax1= plt.subplots(figsize =(20,16))\n", | |
"plt.plot(result1.index , result1['日多20ma'],lw=1.5, label = '日三線多指標') \n", | |
"plt.plot(result1.index , result1['日空20ma'],lw=1.5, label = '日三線空指標') \n", | |
"plt.xlabel('日期',fontsize=15)\n", | |
"plt.ylabel('點數', fontsize=15)\n", | |
"plt.xticks(fontsize=15)\n", | |
"plt.yticks(fontsize=15)\n", | |
"plt.title('日三線多空與大盤指數', fontsize=20)\n", | |
"plt.legend(loc=1, fontsize=15) \n", | |
"\n", | |
"ax2 = ax1.twinx() #跟第一張ax1的x軸一樣\n", | |
"plt.plot(result1.index, result1['收盤價'] , lw=1.5, color='r', label='台指期')\n", | |
"plt.ylabel('股價', fontsize=15)\n", | |
"plt.yticks(fontsize=15)\n", | |
"plt.legend(loc=2, fontsize=15)\n", | |
"\n", | |
"plt.gcf().autofmt_xdate() #讓x軸的時間軸比較寬鬆、漂亮\n", | |
"plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 30, | |
"id": "d0804e88", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def buysell(data,n1,n2):\n", | |
" data =data.copy()\n", | |
" buy=[]\n", | |
" sell=[]\n", | |
" hold=0\n", | |
" data['日多ma'] = data['日三線多指標'].rolling(n1).mean()\n", | |
" data['日空ma'] = data['日三線空指標'].rolling(n2).mean()\n", | |
" data.dropna(inplace=True)\n", | |
" for i in range(len(data)):\n", | |
" \n", | |
" if data[\"日空ma\"][i] > data[\"日多ma\"][i]:\n", | |
" sell.append(np.nan)\n", | |
" if hold !=1:\n", | |
" buy.append(data[\"收盤價\"][i])\n", | |
" \n", | |
" hold = 1\n", | |
" else: \n", | |
" buy.append(np.nan)\n", | |
" elif data[\"日多ma\"][i] > data[\"日空ma\"][i] :\n", | |
" buy.append(np.nan)\n", | |
" if hold !=0:\n", | |
" sell.append(data[\"收盤價\"][i])\n", | |
" hold = 0\n", | |
" else:\n", | |
" sell.append(np.nan)\n", | |
" else:\n", | |
" buy.append(np.nan)\n", | |
" sell.append(np.nan)\n", | |
" a=(buy,sell)\n", | |
" \n", | |
" data['Buy_Signal_Price']=a[0]\n", | |
" data['Sell_Signal_Price']=a[1]\n", | |
" data[\"買賣股數1\"]=data['Buy_Signal_Price'].apply(lambda x : 1 if x >0 else 0)\n", | |
" data[\"買賣股數2\"]=data['Sell_Signal_Price'].apply(lambda x : -1 if x >0 else 0 )\n", | |
" data[\"買賣股數\"]=data[\"買賣股數1\"]+ data[\"買賣股數2\"]\n", | |
" \n", | |
" b = data[['Buy_Signal_Price']].dropna()\n", | |
" c = data[['Sell_Signal_Price']].dropna()\n", | |
" d = pd.DataFrame(index=c.index, columns = {\"Buy_Signal_Price\", 'Sell_Signal_Price'})\n", | |
" for i in range(len(d.index)):\n", | |
" d[\"Buy_Signal_Price\"][i] = b[\"Buy_Signal_Price\"][i]\n", | |
" d['Sell_Signal_Price'][i] = c['Sell_Signal_Price'][i]\n", | |
" d['hold_return'] = (d['Sell_Signal_Price']-d['Buy_Signal_Price'])/d['Buy_Signal_Price']\n", | |
" win_rate = ((np.where(d['hold_return']>0, 1, 0).sum())/len(d.index))*100\n", | |
" hold_ret = (d['hold_return'].sum())*100\n", | |
" avg_ret = (d['hold_return'].mean())*100\n", | |
" std = (d['hold_return'].std())*100\n", | |
" \n", | |
" final_equity = 10000\n", | |
" for i in range(len(d.index)):\n", | |
" final_equity = final_equity*(d['hold_return'][i]+1)\n", | |
" cul_ret = ((final_equity-10000)/10000)*100\n", | |
" y9999 = ((data['收盤價'][-1] - data['收盤價'][0])/data['收盤價'][0])*100\n", | |
" \n", | |
" #Visually show the stock buy and sell signal\n", | |
" plt.figure(figsize=(20,16))\n", | |
" # ^ = shift + 6\n", | |
" plt.scatter(data.index,data['Buy_Signal_Price'],color='red', label='Buy',marker='^',alpha=1)\n", | |
" #小寫的v\n", | |
" plt.scatter(data.index,data['Sell_Signal_Price'],color='green', label='Sell',marker='v',alpha=1)\n", | |
" plt.plot(data['收盤價'], label='Close Price', alpha=0.35)\n", | |
" plt.title('買賣訊號', fontsize=20)\n", | |
" #字斜45度角\n", | |
" plt.xticks(rotation=45)\n", | |
" plt.xlabel('Date', fontsize=15) \n", | |
" plt.ylabel('Price',fontsize=15)\n", | |
" plt.yticks(fontsize=15)\n", | |
" plt.xticks(fontsize=15)\n", | |
" plt.legend(fontsize=15)\n", | |
" plt.grid()\n", | |
" plt.gcf().autofmt_xdate()\n", | |
" return print(\" 持有期間報酬:\",hold_ret,\"\\n\",\"平均報酬:\",avg_ret,\"\\n\",'交易次數:',len(d.index),'\\n',\"勝率:\",win_rate,\"\\n\",\"標準差:\",std,'\\n','權益總額:',final_equity,'\\n','累積報酬率:',cul_ret,'\\n','buy&hold:',y9999), plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 31, | |
"id": "e8c3f4aa", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" 持有期間報酬: 16.56515841850869 \n", | |
" 平均報酬: 1.2742429552698993 \n", | |
" 交易次數: 13 \n", | |
" 勝率: 69.23076923076923 \n", | |
" 標準差: 6.701555152392263 \n", | |
" 權益總額: 11482.923282407217 \n", | |
" 累積報酬率: 14.82923282407217 \n", | |
" buy&hold: 28.951000690131124\n" | |
] | |
}, | |
{ | |
"data": { | |
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", | |
"text/plain": [ | |
"<Figure size 1440x1152 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"(None, None)" | |
] | |
}, | |
"execution_count": 31, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"buysell(result1,20,20)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "6c02ec59", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"# def plot(data):\n", | |
"# #Visually show the stock buy and sell signal\n", | |
"# plt.figure(figsize=(20,16))\n", | |
"# # ^ = shift + 6\n", | |
"# plt.scatter(data.index,data['Buy_Signal_Price'],color='red', label='Buy',marker='^',alpha=1)\n", | |
"# #小寫的v\n", | |
"# plt.scatter(data.index,data['Sell_Signal_Price'],color='green', label='Sell',marker='v',alpha=1)\n", | |
"# plt.plot(data['Close'], label='Close Price', alpha=0.35)\n", | |
"# plt.title('Close Price Buy & Sell Signals')\n", | |
"# #字斜45度角\n", | |
"# plt.xticks(rotation=45)\n", | |
"# plt.xlabel('Date') \n", | |
"# plt.ylabel('Price')\n", | |
"# plt.legend()\n", | |
"# plt.grid()\n", | |
"# plt.gcf().autofmt_xdate()\n", | |
"# return plt.show()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 33, | |
"id": "f5239ba0", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def optimal(data1,n1:range, n2:range):\n", | |
" set_0 = 0\n", | |
" for i in n1:\n", | |
" for j in n2:\n", | |
" data =data1.copy()\n", | |
" buy=[]\n", | |
" sell=[]\n", | |
" hold=0\n", | |
" data['日多ma'] = data['日三線多指標'].rolling(i).mean()\n", | |
" data['日空ma'] = data['日三線空指標'].rolling(j).mean()\n", | |
" data.dropna(inplace=True)\n", | |
" for k in range(len(data)):\n", | |
"\n", | |
" if data[\"日空ma\"][k] > data[\"日多ma\"][k]:\n", | |
" sell.append(np.nan)\n", | |
" if hold !=1:\n", | |
" buy.append(data[\"收盤價\"][k])\n", | |
"\n", | |
" hold = 1\n", | |
" else: \n", | |
" buy.append(np.nan)\n", | |
" elif data[\"日多ma\"][k] > data[\"日空ma\"][k]:\n", | |
" buy.append(np.nan)\n", | |
" if hold !=0:\n", | |
" sell.append(data[\"收盤價\"][k])\n", | |
" hold = 0\n", | |
" else:\n", | |
" sell.append(np.nan)\n", | |
" else:\n", | |
" buy.append(np.nan)\n", | |
" sell.append(np.nan)\n", | |
" a=(buy,sell)\n", | |
"\n", | |
" data['Buy_Signal_Price']=a[0]\n", | |
" data['Sell_Signal_Price']=a[1]\n", | |
" data[\"買賣股數1\"]=data['Buy_Signal_Price'].apply(lambda x : 1 if x >0 else 0)\n", | |
" data[\"買賣股數2\"]=data['Sell_Signal_Price'].apply(lambda x : -1 if x >0 else 0 )\n", | |
" data[\"買賣股數\"]=data[\"買賣股數1\"]+ data[\"買賣股數2\"]\n", | |
"\n", | |
" b = data[['Buy_Signal_Price']].dropna()\n", | |
" c = data[['Sell_Signal_Price']].dropna()\n", | |
" d = pd.DataFrame(index=c.index, columns = {\"Buy_Signal_Price\", 'Sell_Signal_Price'})\n", | |
" for l in range(len(d.index)):\n", | |
" d[\"Buy_Signal_Price\"][l] = b[\"Buy_Signal_Price\"][l]\n", | |
" d['Sell_Signal_Price'][l] = c['Sell_Signal_Price'][l]\n", | |
" d['hold_return'] = (d['Sell_Signal_Price']-d['Buy_Signal_Price'])/d['Buy_Signal_Price']\n", | |
"\n", | |
" final_equity = 10000\n", | |
" for m in range(len(d.index)):\n", | |
" final_equity = final_equity*(d['hold_return'][m]+1)\n", | |
" cul_ret = ((final_equity-10000)/10000)*100\n", | |
" if cul_ret>= set_0:\n", | |
" set_0 = cul_ret\n", | |
" n1_new = i\n", | |
" n2_new = j\n", | |
" return print(' n1:',n1_new,'\\n', 'n2:', n2_new,\"\\n\", '累積報酬:', set_0)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 34, | |
"id": "a37debf6", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" n1: 19 \n", | |
" n2: 13 \n", | |
" 累積報酬: 40.48308734776532\n" | |
] | |
} | |
], | |
"source": [ | |
"optimal(result1, n1=range(0,30), n2 =range(0,30) )" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 35, | |
"id": "216965a1", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
" 持有期間報酬: 36.5529556976841 \n", | |
" 平均報酬: 2.284559731105256 \n", | |
" 交易次數: 16 \n", | |
" 勝率: 68.75 \n", | |
" 標準差: 5.335857673183779 \n", | |
" 權益總額: 14048.308734776532 \n", | |
" 累積報酬率: 40.48308734776532 \n", | |
" buy&hold: 28.951000690131124\n" | |
] | |
}, | |
{ | |
"data": { | |
"image/png": 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", | |
"text/plain": [ | |
"<Figure size 1440x1152 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
}, | |
{ | |
"data": { | |
"text/plain": [ | |
"(None, None)" | |
] | |
}, | |
"execution_count": 35, | |
"metadata": {}, | |
"output_type": "execute_result" | |
} | |
], | |
"source": [ | |
"buysell(result1,19,13)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "5f669fae", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3.9.12 ('base')", | |
"language": "python", | |
"name": "python3" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.9.12" | |
}, | |
"vscode": { | |
"interpreter": { | |
"hash": "3e06028060a7864164bfee2227bae8dfd39c60041c455d9e6b5a8dd3aec9b09f" | |
} | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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