{"id":20021,"date":"2024-03-15T19:50:48","date_gmt":"2024-03-15T19:50:48","guid":{"rendered":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/"},"modified":"2024-03-21T17:05:35","modified_gmt":"2024-03-21T17:05:35","slug":"how-do-you-import-a-local-dataset-in-python","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/","title":{"rendered":"How do you import a local dataset in Python?"},"content":{"rendered":"<p>To import a local dataset, you can use the pandas library in Python. Here is one way to import a local dataset.<\/p>\n<pre class=\"post-pre\"><code><span class=\"hljs-keyword\">import<\/span> pandas <span class=\"hljs-keyword\">as<\/span> pd\r\n\r\n<span class=\"hljs-comment\"># \u4eceCSV\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6<\/span>\r\ndata = pd.read_csv(<span class=\"hljs-string\">'\u8def\u5f84\/\u6587\u4ef6\u540d.csv'<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u4eceExcel\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6<\/span>\r\ndata = pd.read_excel(<span class=\"hljs-string\">'\u8def\u5f84\/\u6587\u4ef6\u540d.xlsx'<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u4eceJSON\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6<\/span>\r\ndata = pd.read_json(<span class=\"hljs-string\">'\u8def\u5f84\/\u6587\u4ef6\u540d.json'<\/span>)\r\n\r\n<span class=\"hljs-comment\"># \u4eceSQLite\u6570\u636e\u5e93\u4e2d\u5bfc\u5165\u6570\u636e\u96c6<\/span>\r\n<span class=\"hljs-keyword\">import<\/span> sqlite3\r\nconn = sqlite3.connect(<span class=\"hljs-string\">'\u6570\u636e\u5e93\u6587\u4ef6\u540d.db'<\/span>)\r\ndata = pd.read_sql_query(<span class=\"hljs-string\">'SELECT * FROM \u8868\u540d'<\/span>, conn)\r\n\r\n<span class=\"hljs-comment\"># \u4ece\u5176\u4ed6\u6570\u636e\u5e93\u7c7b\u578b\u4e2d\u5bfc\u5165\u6570\u636e\u96c6\uff0c\u4f8b\u5982MySQL\u3001PostgreSQL\u7b49<\/span>\r\n<span class=\"hljs-comment\"># \u9700\u8981\u5148\u5b89\u88c5\u5bf9\u5e94\u7684\u6570\u636e\u5e93\u9a71\u52a8\u548c\u76f8\u5173\u5e93\uff0c\u7136\u540e\u4f7f\u7528\u76f8\u5e94\u7684\u65b9\u6cd5\u5bfc\u5165\u6570\u636e\u96c6<\/span>\r\n<\/code><\/pre>\n<p>Please note that the above examples are just common import methods, the specific import method depends on the format and type of your dataset.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To import a local dataset, you can use the pandas library in Python. Here is one way to import a local dataset. import pandas as pd # \u4eceCSV\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_csv(&#8216;\u8def\u5f84\/\u6587\u4ef6\u540d.csv&#8217;) # \u4eceExcel\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_excel(&#8216;\u8def\u5f84\/\u6587\u4ef6\u540d.xlsx&#8217;) # \u4eceJSON\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_json(&#8216;\u8def\u5f84\/\u6587\u4ef6\u540d.json&#8217;) # \u4eceSQLite\u6570\u636e\u5e93\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 import sqlite3 conn = sqlite3.connect(&#8216;\u6570\u636e\u5e93\u6587\u4ef6\u540d.db&#8217;) data = pd.read_sql_query(&#8216;SELECT * FROM \u8868\u540d&#8217;, conn) [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-20021","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How do you import a local dataset in Python? - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How do you import a local dataset in Python?\" \/>\n<meta property=\"og:description\" content=\"To import a local dataset, you can use the pandas library in Python. Here is one way to import a local dataset. import pandas as pd # \u4eceCSV\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_csv(&#039;\u8def\u5f84\/\u6587\u4ef6\u540d.csv&#039;) # \u4eceExcel\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_excel(&#039;\u8def\u5f84\/\u6587\u4ef6\u540d.xlsx&#039;) # \u4eceJSON\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_json(&#039;\u8def\u5f84\/\u6587\u4ef6\u540d.json&#039;) # \u4eceSQLite\u6570\u636e\u5e93\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 import sqlite3 conn = sqlite3.connect(&#039;\u6570\u636e\u5e93\u6587\u4ef6\u540d.db&#039;) data = pd.read_sql_query(&#039;SELECT * FROM \u8868\u540d&#039;, conn) [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SiliCloudGlobal\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-03-15T19:50:48+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-03-21T17:05:35+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Taylor\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@SiliCloudGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Taylor\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\"},\"author\":{\"name\":\"Benjamin Taylor\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9\"},\"headline\":\"How do you import a local dataset in Python?\",\"datePublished\":\"2024-03-15T19:50:48+00:00\",\"dateModified\":\"2024-03-21T17:05:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\"},\"wordCount\":55,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.silicloud.com\/blog\/#organization\"},\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\",\"url\":\"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/\",\"name\":\"How do you import a local dataset in Python? 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- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/","og_locale":"en_US","og_type":"article","og_title":"How do you import a local dataset in Python?","og_description":"To import a local dataset, you can use the pandas library in Python. Here is one way to import a local dataset. import pandas as pd # \u4eceCSV\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_csv('\u8def\u5f84\/\u6587\u4ef6\u540d.csv') # \u4eceExcel\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_excel('\u8def\u5f84\/\u6587\u4ef6\u540d.xlsx') # \u4eceJSON\u6587\u4ef6\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 data = pd.read_json('\u8def\u5f84\/\u6587\u4ef6\u540d.json') # \u4eceSQLite\u6570\u636e\u5e93\u4e2d\u5bfc\u5165\u6570\u636e\u96c6 import sqlite3 conn = sqlite3.connect('\u6570\u636e\u5e93\u6587\u4ef6\u540d.db') data = pd.read_sql_query('SELECT * FROM \u8868\u540d', conn) [&hellip;]","og_url":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/","og_site_name":"Blog - Silicon Cloud","article_publisher":"https:\/\/www.facebook.com\/SiliCloudGlobal\/","article_published_time":"2024-03-15T19:50:48+00:00","article_modified_time":"2024-03-21T17:05:35+00:00","author":"Benjamin Taylor","twitter_card":"summary_large_image","twitter_creator":"@SiliCloudGlobal","twitter_site":"@SiliCloudGlobal","twitter_misc":{"Written by":"Benjamin Taylor"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/#article","isPartOf":{"@id":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/"},"author":{"name":"Benjamin Taylor","@id":"https:\/\/www.silicloud.com\/blog\/#\/schema\/person\/ac801fe9549a25960ce48aa2e0a691c9"},"headline":"How do you import a local dataset in Python?","datePublished":"2024-03-15T19:50:48+00:00","dateModified":"2024-03-21T17:05:35+00:00","mainEntityOfPage":{"@id":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/"},"wordCount":55,"commentCount":0,"publisher":{"@id":"https:\/\/www.silicloud.com\/blog\/#organization"},"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/","url":"https:\/\/www.silicloud.com\/blog\/how-do-you-import-a-local-dataset-in-python\/","name":"How do you import a local dataset in Python? 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