{"id":1731,"date":"2024-12-22T07:34:00","date_gmt":"2024-12-21T23:34:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=1731"},"modified":"2024-12-23T11:27:44","modified_gmt":"2024-12-23T03:27:44","slug":"%e3%80%82%e3%80%82%e3%80%82%e9%ab%98%e6%95%88%e6%8a%95%e8%b5%84%e6%96%b0%e6%8b%9b%ef%bc%9a%e6%95%99%e4%bd%a0%e4%b8%80%e9%94%ae%e7%94%9f%e6%88%90%e4%b8%93%e4%b8%9a%e7%ba%a7%e8%82%a1%e7%a5%a8%e5%88%86","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2024\/12\/22\/%e3%80%82%e3%80%82%e3%80%82%e9%ab%98%e6%95%88%e6%8a%95%e8%b5%84%e6%96%b0%e6%8b%9b%ef%bc%9a%e6%95%99%e4%bd%a0%e4%b8%80%e9%94%ae%e7%94%9f%e6%88%90%e4%b8%93%e4%b8%9a%e7%ba%a7%e8%82%a1%e7%a5%a8%e5%88%86\/","title":{"rendered":"\u9ad8\u6548\u6295\u8d44\u65b0\u62db\uff1a\u6559\u4f60\u4e00\u952e\u751f\u6210\u4e13\u4e1a\u7ea7\u80a1\u7968\u5206\u6790\u62a5\u544a"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/11\/111501-1.png\" alt=\"\" class=\"wp-image-3144\"\/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"wp-block-verse\"><strong>\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u5927\u5bb6\u662f\u5426\u66fe\u60f3\u8fc7\u8d2d\u4e70\u5238\u5546\u6216\u54a8\u8be2\u673a\u6784\u7684\u80a1\u7968\u5206\u6790\u62a5\u544a\uff1f\u6216\u8005\u52a8\u8fc7\u81ea\u5df1\u52a8\u624b\u7f16\u5199\u67d0\u53ea\u80a1\u7968\u5206\u6790\u62a5\u544a\u7684\u5ff5\u5934\uff1f\u6211\u4e5f\u662f\u6295\u8d44\u8005\uff0c\u6df1\u77e5\u624b\u52a8\u641c\u96c6\u548c\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u7684\u7e41\u7410\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u6240\u4ee5\u4eca\u5929\u6211\u6765\u5206\u4eab\u4e00\u4e2a\u65b9\u6cd5\uff1a\u7528Python\u81ea\u52a8\u7f16\u5199\u62a5\u544a\u3002<\/mark>\u63a5\u4e0b\u6765\u6211\u5c06\u5e26\u60a8\u4e00\u6b65\u6b65\u5b66\u4e60\u5982\u4f55\u7528Python\u548cFMP API\u8f7b\u677e\u5b9e\u73b0\u80a1\u7968\u6570\u636e\u7684\u81ea\u52a8\u5316\u83b7\u53d6\u548c\u5206\u6790\u3002\u8ba9\u6295\u8d44\u5206\u6790\u66f4\u9ad8\u6548\u3001\u7b80\u5355\uff01<\/pre>\n<\/blockquote>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u53ea\u8c08\u8bba\u4eba\u5de5\u667a\u80fd\u7684\u4e16\u754c\u91cc\uff0c\u66f4\u4e0d\u80fd\u5ffd\u89c6 AI+\u81ea\u52a8\u5316\u7684\u529b\u91cf\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u72ec\u7acb\u6295\u8d44\u8005\u6765\u8bf4\uff0c\u4ed6\u4eec\u53ef\u80fd\u6ca1\u6709\u65f6\u95f4\u5927\u89c4\u6a21\u7814\u7a76\u4e2a\u80a1\uff0c\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u4e0e\u540c\u884c\u4e1a\u7684\u7ade\u4e89\u5bf9\u624b\u8fdb\u884c\u6bd4\u8f83\u3002\u867d\u7136\u8bb8\u591a\u7f51\u7ad9\u548c\u5e94\u7528\u7a0b\u5e8f\u90fd\u80fd\u4e3a\u60a8\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u4f46\u901a\u5e38\u90fd\u8981\u4ed8\u51fa\u4e00\u5b9a\u7684\u4ee3\u4ef7\uff0c\u800c\u4e14\u60a8\u65e0\u6cd5\u5b8c\u5168\u6309\u7167\u81ea\u5df1\u7684\u610f\u613f\u8fdb\u884c\u5b9a\u5236\u3002\u5728\u672c\u6587\u4e2d\uff0c\u6211\u5c06\u6307\u5bfc\u8bfb\u8005\u5982\u4f55\u4f7f\u7528 Python \u548c\u91d1\u878d\u5efa\u6a21\u51c6\u5907 API \u4e2d\u7684\u6570\u636e\u6765\u751f\u6210\u7ed9\u5b9a\u80a1\u7968\u7684\u5206\u6790\u62a5\u544a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001\u83b7\u53d6\u6570\u636e<\/strong><\/h2>\n\n\n\n<p>\u6211\u4eec\u5c06\u5229\u7528\u6211\u5728 Python \u4e2d\u6784\u5efa\u7684 SP500 \u7c7b\u6765\u83b7\u53d6\u6570\u636e\u3002\u56e0\u4e3a\u8fd9\u5c06\u662f\u6211\u4eec\u5982\u4f55\u4e3a\u672c\u9879\u76ee\u5bfc\u5165\u6570\u636e\u7684\u6838\u5fc3\u3002\u4e3a\u4e86\u65b9\u4fbf\u8d77\u89c1\uff0c\u6211\u8fd8\u5728\u4e0b\u9762\u94fe\u63a5\u7684\u6587\u7ae0\u4e2d\u9644\u4e0a\u4e86\u8be5\u7c7b\u7684\u5b8c\u6574\u4ee3\u7801\uff0c\u4ee5\u53ca\u4f60\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u9700\u8981\u7684\u6240\u6709\u5e93\uff01<\/p>\n\n\n\n<p>\u6587\u7ae0\uff1a\u300a<a href=\"https:\/\/blog.laoyulaoyu.top\/index.php\/2024\/12\/21\/%e9%87%91%e8%9e%8d%e8%be%be%e4%ba%ba%e5%bf%85%e5%a4%87%ef%bc%9a%e6%95%99%e4%bd%a0%e7%94%a8python%e8%bd%bb%e6%9d%be%e7%ae%80%e5%8c%96%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e6%b5%81%e7%a8%8b%ef%bc%81\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u91d1\u878d\u8fbe\u4eba\u5fc5\u5907\uff1a\u6559\u4f60\u7528Python\u8f7b\u677e\u7b80\u5316\u6570\u636e\u5206\u6790\u6d41\u7a0b\uff01<\/a>\u300b<\/p>\n\n\n\n<p>\u6211\u4eec\u5c06\u4e3a\u8fd9\u4e2a\u9879\u76ee\u5bfc\u5165\u5927\u91cf\u6570\u636e\uff0c\u8fd9\u9700\u8981\u4e00\u4e9b\u65f6\u95f4\u3002\u4e00\u65e6\u6211\u4eec\u7684 SP500 \u7c7b\u62e5\u6709\u4e86\u6240\u6709\u6570\u636e\uff0c\u6211\u4eec\u751f\u6210\u62a5\u544a\u7684\u53ef\u80fd\u6027\u5c06\u53d8\u5f97\u65e0\u7a77\u65e0\u5c3d\u3002\u8bf7\u6ce8\u610f time.sleep() \u65b9\u6cd5\u3002\u6211\u6dfb\u52a0\u8be5\u65b9\u6cd5\u662f\u56e0\u4e3a\u60a8\u53ef\u80fd\u9700\u8981\u6682\u505c\u5bfc\u5165\u6570\u636e\u7684\u8fc7\u7a0b\uff0c\u8fd9\u53d6\u51b3\u4e8e\u60a8\u7684 FMP \u8ba2\u9605\u5141\u8bb8\u591a\u5c11\u6b21 API \u8c03\u7528\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>api_key = 'your_api_key_here'\n\nsp500_data_instance = SP500data(api_key = api_key)\nsp500_data_instance.get_symbols()\nsp500_data_instance.fetch_price_data()\ntime.sleep(45)\nsp500_data_instance.fetch_profile_data()\ntime.sleep(45)\nsp500_data_instance.fetch_dividend_data_concurrent()\ntime.sleep(45)\nsp500_data_instance.fetch_income_statement_data_annual_concurrent()\ntime.sleep(45)\nsp500_data_instance.fetch_balance_sheet_data_annual_concurrent()\ntime.sleep(45)\nsp500_data_instance.fetch_key_metrics_data_annual_concurrent()<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e8c\u3001\u62a5\u544a\u7f16\u5199<\/strong><\/h2>\n\n\n\n<p>\u65e2\u7136\u6570\u636e\u5df2\u7ecf\u5bfc\u5165\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u5f00\u59cb\u51c6\u5907\u62a5\u544a\u4e86\uff0c\u4f46\u9996\u5148\u8ba9\u6211\u4eec\u4e86\u89e3\u4e00\u4e0b\u62a5\u544a\u7684\u6838\u5fc3\u5185\u5bb9\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.1 \u62a5\u544a\u7ec4\u6210<\/strong><\/h3>\n\n\n\n<p id=\"36c4\">\u9996\u5148\uff0c\u6211\u4eec\u5c06\u5728\u7b80\u4ecb\u90e8\u5206\u4ecb\u7ecd\u62a5\u544a\u6240\u6d89\u53ca\u7684\u516c\u53f8\u3001\u6b63\u5f0f\u63cf\u8ff0\u3001\u5f53\u524d\u5e02\u503c\u3001\u884c\u4e1a\u548c\u90e8\u95e8\uff0c\u6700\u540e\u662f\u5176\u6700\u65b0\u5e74\u5ea6\u8d22\u52a1\u62a5\u544a\uff0810K\uff09\u7684\u94fe\u63a5\u3002<\/p>\n\n\n\n<p id=\"1bcb\">\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e9b\u6709\u5173\u6536\u5165\u7684\u57fa\u672c\u8d8b\u52bf\u3002\u8fd9\u5c06\u4ecb\u7ecd\u516c\u53f8\u8fc7\u53bb 10 \u5e74\u7684\u6536\u5165\u3001\u51c0\u5229\u6da6\u548c\u6bcf\u80a1\u6536\u76ca\u3002<\/p>\n\n\n\n<p id=\"0d3b\">\u6700\u540e\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u6211\u6700\u559c\u6b22\u7684\u51e0\u4e2a\u5173\u952e\u6307\u6807\u7684\u8d8b\u52bf\uff1a\u5e02\u76c8\u7387\u3001\u5e02\u51c0\u7387\u3001\u8d44\u4ea7\u8d1f\u503a\u7387\u3001\u6d41\u52a8\u6bd4\u7387\u548c\u5229\u606f\u4fdd\u969c\u6bd4\u7387\u3002\u901a\u8fc7\u8fd9\u4e9b\u6307\u6807\uff0c\u53ef\u4ee5\u4e86\u89e3\u516c\u53f8\u76ee\u524d\u7684\u4f30\u503c\u4ee5\u53ca\u503a\u52a1\u7ba1\u7406\u60c5\u51b5\u3002\u8bf7\u6ce8\u610f\uff0c\u6211\u4eec\u8fd8\u53ef\u4ee5\u5305\u62ec\u5176\u4ed6\u4e00\u4e9b\u6307\u6807\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.2 \u6570\u636e\u51c6\u5907<\/strong><\/h3>\n\n\n\n<p>\u5927\u90e8\u5206\u7e41\u91cd\u7684\u5de5\u4f5c\u5df2\u7ecf\u5b8c\u6210\uff1b\u73b0\u5728\uff0c\u6211\u4eec\u5fc5\u987b\u63d0\u53d6\u6211\u4eec\u60f3\u8981\u7684\u7279\u5b9a\u80a1\u7968\u7684\u4fe1\u606f\u3002\u6211\u4eec\u8981\u4ed4\u7ec6\u7814\u7a76\u7279\u65af\u62c9\uff08TSLA\uff09\u3002\u9996\u5148\uff0c\u6211\u4eec\u5229\u7528\u4e0b\u9762\u7684\u811a\u672c\u63d0\u53d6\u57fa\u672c\u4fe1\u606f\u3002\u67e5\u770b format_large_number() \u51fd\u6570\u3002\u63d0\u53d6\u5e02\u503c\u65f6\uff0c\u4f1a\u4ee5\u5b57\u7b26\u4e32\u5f62\u5f0f\u8fd4\u56de\u3002\u8be5\u51fd\u6570\u5c06\u4ee5 X \u4e07\u3001X \u4ebf\u6216 X \u4e07\u4ebf\u7684\u5f62\u5f0f\u8fd4\u56de\u5e02\u503c\u6570\u5b57\uff0c\u4f7f\u5176\u66f4\u5177\u53ef\u8bfb\u6027\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>symbol = 'TSLA'\n\nname = sp500_data_instance.company_profile_df&#91;sp500_data_instance.company_profile_df&#91;'symbol'] == symbol]&#91;'companyName'].values&#91;0]\nmarket_cap = sp500_data_instance.company_profile_df&#91;sp500_data_instance.company_profile_df&#91;'symbol'] == symbol]&#91;'mktCap'].values&#91;0]\nmarket_cap = f'{market_cap:,}'\nindustry = sp500_data_instance.company_profile_df&#91;sp500_data_instance.company_profile_df&#91;'symbol'] == symbol]&#91;'industry'].values&#91;0]\nsector = sp500_data_instance.company_profile_df&#91;sp500_data_instance.company_profile_df&#91;'symbol'] == symbol]&#91;'sector'].values&#91;0]\ndescription = sp500_data_instance.company_profile_df&#91;sp500_data_instance.company_profile_df&#91;'symbol'] == symbol]&#91;'description'].values&#91;0]<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code># Function to format large numbers\ndef format_large_number(number):\n    # Ensure the number is converted to an integer or float if it's a string\n    number = float(number.replace(',', '')) if isinstance(number, str) else number\n\n    if number &gt;= 1_000_000_000_000:\n        return f\"{number \/ 1_000_000_000_000:.1f} trillion\"\n    elif number &gt;= 1_000_000_000:\n        return f\"{number \/ 1_000_000_000:.1f} billion\"\n    elif number &gt;= 1_000_000:\n        return f\"{number \/ 1_000_000:.1f} million\"\n    else:\n        return str(number)\n\nmarket_cap = format_large_number(market_cap)<\/code><\/pre>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u63d0\u53d6 TSLA \u5386\u53f2\u5229\u6da6\u8868\u548c\u5173\u952e\u6307\u6807\u7684\u6570\u636e\u3002\u6211\u4eec\u8fd8\u9700\u8981\u81f3\u5c11 10 \u5e74\u7684\u6570\u636e\uff0c\u4ee5\u4e86\u89e3\u4efb\u4f55\u53ef\u80fd\u7684\u8d8b\u52bf\u3002FMP \u8fd8\u5728\u8fd9\u4e9b\u7aef\u70b9\u4e2d\u5305\u542b\u6307\u5411\u7f8e\u56fd\u8bc1\u5238\u4ea4\u6613\u59d4\u5458\u4f1a\u6587\u4ef6\u7684\u94fe\u63a5\u3002\u6211\u8fd8\u6dfb\u52a0\u4e86\u903b\u8f91\u6765\u6355\u6349\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>lookback = 10\n\nannual_income_statement_data = sp500_data_instance.income_statement_data_annual&#91;symbol].sort_values(by='date').tail(lookback)\nannual_key_metric_data = sp500_data_instance.key_metrics_data_annual&#91;symbol].sort_values(by='date').tail(lookback)\nlink_to_filings = annual_income_statement_data&#91;'link'].tail(1)&#91;0]<\/code><\/pre>\n\n\n\n<p>\u4e00\u56fe\u80dc\u5343\u8a00\uff0c\u6211\u5236\u4f5c\u4e86\u53e6\u4e00\u4e2a Python \u7c7b\uff0c\u540d\u4e3a VizFin()\uff0c\u800c\u4e0d\u662f\u624b\u52a8\u4e3a\u6211\u4eec\u60f3\u8981\u63d0\u53d6\u7684\u6307\u6807\u521b\u5efa\u591a\u4e2a\u56fe\u8868\u3002\u8be5\u7c7b\u5c06\u4f7f\u7528\u6211\u4eec\u7684\u4e00\u4e2a\u8d22\u52a1\u62a5\u8868\u6570\u636e\u5e27\uff0c\u5e76\u6839\u636e\u6211\u4eec\u6307\u5b9a\u7684\u6307\u6807\u521b\u5efa\u4e00\u4e2a\u6298\u7ebf\u56fe\u3002\u5b83\u8fd8\u4f1a\u5c06\u56fe\u8868\u4fdd\u5b58\u5230\u6211\u4eec\u7684\u5de5\u4f5c\u76ee\u5f55\u4e2d\uff0c\u4ee5\u4fbf\u6211\u4eec\u4ee5\u540e\u521b\u5efa\u6587\u6863\u65f6\u5f15\u7528\u3002\u7ed3\u5408\u5faa\u73af\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5feb\u901f\u5730\u521b\u5efa\u6240\u6709\u9700\u8981\u7684\u56fe\u8868\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>class VizFin():\n def __init__(self): \n     self.chart_path = None\n\n def viz_fin_data(self,df,x,y,symbol): \n<em># Use Seaborn styling<\/em> \nsns.set_theme(style=\"darkgrid\") \n\n<em># Create figure and axis<\/em> \nplt.figure(figsize=(10, 6)) \n\n<em># Plot the data with a line and markers<\/em>\n plt.plot(df&#91;x], df&#91;y], marker='o', linestyle='-', color='#2C7BB6', linewidth=2, markersize=8) \n\n<em># Adding title and labels with larger fonts<\/em> \nplt.title(f'{y} trend', fontsize=16, fontweight='bold') \n\n<em># Rotate x-axis labels<\/em> plt.xticks(rotation=45, fontsize=10) plt.yticks(fontsize=10) \n\n<em># Add gridlines with lighter color for aesthetics<\/em> \nplt.grid(True, which='major', linestyle='--', linewidth=0.5, color='gray') \n\n<em># Add a subtle background color<\/em> \nplt.gca().set_facecolor('#F5F5F5') \n\n<em># Add a small margin around the plot<\/em> \nplt.tight_layout() \nself.chart_path = f'{symbol}_{y}_chart.png' \nplt.savefig(self.chart_path, bbox_inches='tight') <em># 'bbox_inches=\"tight\"' <\/em>\n\ndef show_plot(self):\n    plt.show()<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>is_items = &#91;'revenue','netIncome','eps']\n\nincome_statement_charts = &#91;]\n\nfor i in is_items:\n  viz_object = VizFin()\n  viz_object.viz_fin_data(annual_income_statement_data,'date',i,symbol=symbol)\n  path = viz_object.chart_path\n  income_statement_charts.append(path)<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-preformatted\">km_items = ['peRatio','pbRatio','debtToAssets','currentRatio','interestCoverage']\n\nkm_charts = []\n\nfor km in km_items:\n  viz_object = VizFin()\n  viz_object.viz_fin_data(annual_key_metric_data,'date',km,symbol=symbol)\n  path = viz_object.chart_path\n  km_charts.append(path)<\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2.3 \u521b\u5efa\u6587\u6863<\/strong><\/h3>\n\n\n\n<p>\u6700\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u5f00\u59cb\u6784\u5efa\u6587\u6863\u4e86\u3002\u9996\u5148\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a Document() \u5bf9\u8c61\u3002docx \u5e93\u975e\u5e38\u76f4\u89c2\u3002\u6211\u4eec\u5c06\u4e3b\u8981\u4f7f\u7528 add_heading() \u548c add_paragraph() \u65b9\u6cd5\u6765\u6dfb\u52a0\u4ee5\u4e0b\u90e8\u5206\u3002\u5728 add_heading() \u65b9\u6cd5\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u6307\u5b9a\u6807\u9898\u7684\u7ea7\u522b\uff0c\u8fd9\u6837\u6807\u9898\u5c31\u53ef\u4ee5\u6309\u5927\u5c0f\u5206\u5c42\u3002\u6211\u4eec\u8fd8\u5c06\u4f7f\u7528 add_picture() \u65b9\u6cd5\u6dfb\u52a0\u56fe\u8868\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># Create a new Word Document\ndoc = Document()\n\n# Add a title\ndoc.add_heading(f'Financial Analysis of {name}', 0)\n\n# Company Profile\ndoc.add_heading('Company Profile', level=1)\ndoc.add_paragraph(description)\n\n# Add a line item for Market Cap with bold\np = doc.add_paragraph()\nrun = p.add_run(\"Market Cap: \")\nrun.bold = True  # Make \"Market Cap:\" bold\np.add_run(market_cap)  # Add the value without bold\n\n# Add a line item for Sector with bold\np = doc.add_paragraph()\nrun = p.add_run(\"Sector: \")\nrun.bold = True  # Make \"Sector:\" bold\np.add_run(sector)  # Add the value\n\n# Add a line item for Industry with bold\np = doc.add_paragraph()\nrun = p.add_run(\"Industry: \")\nrun.bold = True  # Make \"Industry:\" bold\np.add_run(industry)  # Add the value\n\n# Add a line item for the SEC Filings\np = doc.add_paragraph()\nrun = p.add_run(\"Link to Filings: \")\nrun.bold = True\np.add_run(link_to_filings)\n\n# Trends\ndoc.add_heading('Trends', level=1)\n## Income Statement\ndoc.add_heading('Income Statement', level=2)\nfor chart_path in income_statement_charts:\n    doc.add_picture(chart_path, width=Inches(6))\n\n## Key Metrics\ndoc.add_heading('Key Metrics', level=2)\nfor chart_path in km_charts:\n    doc.add_picture(chart_path, width=Inches(6))\n\n# Save the document\ndoc.save('financial_profile_report.docx')<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e09\u3001\u9605\u8bfb\u62a5\u544a<\/strong><\/h2>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u8fdb\u5165\u9879\u76ee\u4e2d\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u73af\u8282\u3002\u8ba9\u6211\u4eec\u4e00\u8d77\u6765\u770b\u770b\u81ea\u52a8\u751f\u6210\u7684\u62a5\u544a\u5982\u4f55\u63ed\u793a\u7279\u65af\u62c9\u7684\u6700\u65b0\u52a8\u6001\u3002\u867d\u7136\u8fd9\u4efd\u62a5\u544a\u76f8\u5bf9\u7b80\u5355\uff0c\u4f46\u6211\u7684\u521d\u8877\u662f\u5c55\u793a\u5982\u4f55\u5229\u7528\u57fa\u7840\u7684Python\u6280\u80fd\u6765\u8f7b\u677e\u5b9a\u5236\u62a5\u544a\u3002\u540c\u65f6\uff0c\u4e0d\u59a8\u601d\u8003\u4e00\u4e0b\u8fd9\u4e2a\u9879\u76ee\u7684\u6269\u5c55\u6f5c\u529b\u3002\u53ea\u9700\u77ed\u77ed\u51e0\u79d2\u949f\uff0c\u4f60\u5c31\u80fd\u8f7b\u677e\u5207\u6362\u5230\u53e6\u4e00\u53ea\u80a1\u7968\uff0c\u5e76\u751f\u6210\u4e00\u4efd\u8be6\u5c3d\u7684\u7efc\u5408\u5206\u6790\u62a5\u544a\uff0c\u751a\u81f3\u5c06\u5176\u6574\u7406\u6210\u6587\u6863\u3002<\/p>\n\n\n\n<p>\u8ba9\u6211\u4eec\u6765\u770b\u770b\u6587\u4ef6\u7684\u7b2c\u4e00\u90e8\u5206\u3002\u8fd9\u90e8\u5206\u63d0\u4f9b\u4e86\u516c\u53f8\u6982\u51b5\uff0c\u5305\u62ec\u516c\u53f8\u6027\u8d28\u3001\u5e02\u503c\u89c4\u6a21\u3001\u884c\u4e1a\/\u90e8\u95e8\uff0c\u6700\u540e\u662f\u6700\u65b0\u5e74\u5ea6\u62a5\u8868\u7684\u94fe\u63a5\u3002\u5177\u4f53\u5230\u7279\u65af\u62c9\uff0c\u6211\u4eec\u53ef\u4ee5\u4e86\u89e3\u5230\u5176\u4e24\u5927\u4e3b\u8981\u4e1a\u52a1\u5305\u62ec\u7535\u52a8\u6c7d\u8f66\u548c\u80fd\u6e90\u53d1\u7535\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/11\/image-146.png\" alt=\"\" class=\"wp-image-3148\"\/><\/figure>\n\n\n\n<p>\u4e0b\u4e00\u8282\u4ecb\u7ecd\u6536\u5165\u8d8b\u52bf\uff0c\u5305\u62ec\u603b\u4f53\u6536\u5165\u3001\u51c0\u5229\u6da6\u548c\u6bcf\u80a1\u6536\u76ca\u3002\u8bf7\u6ce8\u610f\uff0c\u6211\u5c06\u6587\u4ef6\u7f16\u8f91\u6210\u4e86 &#8220;\u4e66 &#8220;\u7684\u7248\u5f0f\u3002\u8fd9\u4e09\u4e2a\u7b80\u5355\u800c\u6709\u6548\u7684\u6536\u5165\u6307\u6807\u53ef\u4ee5\u663e\u793a\u516c\u53f8\u9500\u552e\u989d\u7684\u589e\u957f\u60c5\u51b5\u3001\u76c8\u5229\u80fd\u529b\u7684\u4fdd\u6301\u60c5\u51b5\u4ee5\u53ca\u4e3a\u80a1\u4e1c\u5e26\u6765\u7684\u6536\u76ca\u662f\u591a\u662f\u5c11\u3002\u7b80\u5355\u770b\u4e00\u4e0b\u5c31\u4f1a\u53d1\u73b0\uff0c\u8fd9\u4e09\u4e2a\u6307\u6807\u90fd\u663e\u793a\u9500\u552e\u989d\u5728\u6301\u7eed\u589e\u957f\u7684\u540c\u65f6\u4fdd\u6301\u4e86\u5229\u6da6\u7387\uff0c\u5e76\u589e\u52a0\u4e86\u56de\u62a5\u7ed9\u80a1\u4e1c\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/11\/image-147.png\" alt=\"\" class=\"wp-image-3149\"\/><\/figure>\n\n\n\n<p>\u6700\u540e\u4e00\u90e8\u5206\u5c55\u793a\u4e86\u6211\u5728\u6587\u7ae0\u524d\u9762\u63d0\u5230\u7684\u4e00\u4e9b\u5173\u952e\u6307\u6807\u3002\u5982\u524d\u6240\u8ff0\uff0c\u8fd9\u4e9b\u6307\u6807\u663e\u793a\u4e86\u516c\u53f8\u76ee\u524d\u7684\u4f30\u503c\u60c5\u51b5\u4ee5\u53ca\u516c\u53f8\u503a\u52a1\u7684\u7ba1\u7406\u60c5\u51b5\u3002\u603b\u4f53\u800c\u8a00\uff0c\u8fd9\u79cd\u89c2\u70b9\u8868\u660e\uff0c\u5728\u8fc7\u53bb\u51e0\u5e74\u4e2d\uff0c\u7279\u65af\u62c9\u7684\u76c8\u5229\u548c\u8d26\u9762\u4ef7\u503c\u8981\u9ad8\u5f97\u591a\uff0c\u73b0\u5728\u4f3c\u4e4e\u5df2\u7ecf\u6062\u590d\u5230 &#8220;\u6b63\u5e38 &#8220;\u6c34\u5e73\u3002\u4ece\u503a\u52a1\u89d2\u5ea6\u770b\uff0c\u7279\u65af\u62c9\u4f3c\u4e4e\u8d8a\u6765\u8d8a\u5584\u4e8e\u7ba1\u7406\u503a\u52a1\u3002\u503a\u52a1\u5360\u8d44\u4ea7\u7684\u6bd4\u4f8b\u4e00\u76f4\u5728\u4e0b\u964d\uff0c\u7279\u65af\u62c9\u5c65\u884c\u77ed\u671f\u503a\u52a1\u7684\u80fd\u529b\u5728\u8fc7\u53bb\u51e0\u5e74\u91cc\u4e5f\u53d8\u5f97\u66f4\u52a0\u9ad8\u6548\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/www.laoyulaoyu.com\/wp-content\/uploads\/2024\/11\/image-148.png\" alt=\"\" class=\"wp-image-3150\"\/><\/figure>\n\n\n\n<p>\u5982\u679c\u60a8\u9700\u8981\u5c06\u62a5\u544a\u8f6c\u5316\u6210\u4e2d\u6587\u6216\u8005\u5176\u4ed6\u8bed\u8a00\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u8c03\u7528\u7f51\u4e0a\u5404\u79cd\u7ffb\u8bd1API\u6216\u8005LLM\u6765\u5b9e\u73b0\uff0c\u6211\u5c31\u4e0d\u5728\u672c\u6587\u4e2d\u8d58\u8ff0\u4e86\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u56db\u3001\u89c2\u70b9\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>\u6211\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u80fd\u542f\u53d1\u60a8\u601d\u8003\u81ea\u5df1\u7684\u7814\u7a76\u548c\u5206\u6790\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5982\u4f55\u5c06\u5b83\u4eec\u6574\u5408\u5e76\u8c03\u6574\u4e3a\u4e00\u4e2a\u5355\u4e00\u7684\u6765\u6e90\uff0c\u5c31\u50cf\u6211\u5728\u8fd9\u4e2a\u9879\u76ee\u4e2d\u5b8c\u6210\u7684\u90a3\u6837\u3002\u8fd9\u4efd\u62a5\u544a\u7684\u5206\u6790\u5185\u5bb9\u6781\u5c11\uff0c\u4f46\u4ecd\u7136\u63ed\u793a\u4e86\u5927\u91cf\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002\u8fd9\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u591a\u79cd\u53ef\u80fd\u6027\u3002\u6211\u9f13\u52b1\u8bfb\u8005\u5229\u7528\u8fd9\u4e2a\u9879\u76ee\u5e76\u52a0\u4ee5\u6269\u5c55\uff0c\u4ee5\u6ee1\u8db3\u60a8\u7684\u7814\u7a76\u548c\u5206\u6790\u9700\u6c42\uff01<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52a8\u5316\u5bf9\u4e8e\u63d0\u9ad8\u72ec\u7acb\u6295\u8d44\u8005\u7684\u6548\u7387\u81f3\u5173\u91cd\u8981<\/strong>\uff1a\u81ea\u52a8\u5316\u53ef\u4ee5\u51cf\u5c11\u624b\u52a8\u7814\u7a76\u4e2a\u80a1\u6240\u9700\u7684\u65f6\u95f4\uff0c\u5e76\u5141\u8bb8\u6295\u8d44\u8005\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u5b9a\u5236\u62a5\u544a\u3002<\/li>\n\n\n\n<li><strong>Python\u548cFMP API\u662f\u6784\u5efa\u81ea\u52a8\u5316\u80a1\u7968\u5206\u6790\u62a5\u544a\u7684\u6709\u529b\u5de5\u5177<\/strong>\uff1a\u901a\u8fc7\u7f16\u5199Python\u4ee3\u7801\u548c\u4f7f\u7528FMP\u63d0\u4f9b\u7684API\uff0c\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u80a1\u7968\u6570\u636e\u5e76\u8fdb\u884c\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u53ef\u89c6\u5316\u5bf9\u4e8e\u7406\u89e3\u548c\u5c55\u793a\u80a1\u7968\u8d8b\u52bf\u81f3\u5173\u91cd\u8981<\/strong>\uff1a\u6587\u4e2d\u7684<code>VizFin()<\/code>\u7c7b\u7528\u4e8e\u751f\u6210\u56fe\u8868\uff0c\u5e2e\u52a9\u7528\u6237\u76f4\u89c2\u5730\u7406\u89e3\u516c\u53f8\u7684\u8d22\u52a1\u8868\u73b0\u548c\u5173\u952e\u6307\u6807\u7684\u53d8\u5316\u3002<\/li>\n\n\n\n<li><strong>\u62a5\u544a\u7684\u6784\u5efa\u5e94\u8be5\u662f\u6a21\u5757\u5316\u548c\u53ef\u6269\u5c55\u7684<\/strong>\uff1a\u901a\u8fc7\u7f16\u5199\u53ef\u91cd\u7528\u7684\u4ee3\u7801\u548c\u51fd\u6570\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u4e3a\u4e0d\u540c\u7684\u80a1\u7968\u751f\u6210\u62a5\u544a\uff0c\u5e76\u6839\u636e\u9700\u8981\u6dfb\u52a0\u65b0\u7684\u5206\u6790\u7ef4\u5ea6\u3002<\/li>\n\n\n\n<li><strong>\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u6765\u6269\u5c55\u548c\u5b9a\u5236\u62a5\u544a<\/strong>\uff1a\u6211\u63d0\u4f9b\u7684\u662f\u4e00\u4e2a\u57fa\u7840\u6846\u67b6\uff0c\u9f13\u52b1\u60a8\u5728\u6b64\u57fa\u7840\u4e0a\u8fdb\u884c\u521b\u65b0\u548c\u6269\u5c55\uff0c\u4ee5\u6ee1\u8db3\u81ea\u5df1\u7684\u80a1\u7968\u7814\u7a76\u548c\u5206\u6790\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<p><em>\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\uff0c\u5e0c\u671b\u672c\u6587\u80fd\u7ed9\u60a8\u5e26\u6765\u65b0\u7684\u6536\u83b7\u3002\u795d\u60a8\u6295\u8d44\u987a\u5229\uff01\u5982\u679c\u5bf9\u6587\u4e2d\u7684\u5185\u5bb9\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u8bf7\u7ed9\u6211\u7559\u8a00\uff0c\u5fc5\u590d\u3002<\/em><\/p>\n\n\n\n<hr 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