{"id":2495,"date":"2023-10-27T13:42:48","date_gmt":"2023-10-27T13:42:48","guid":{"rendered":"https:\/\/eodhd.com\/financial-academy\/?p=2495"},"modified":"2025-02-05T11:56:14","modified_gmt":"2025-02-05T11:56:14","slug":"how-to-get-economic-events-data-with-python","status":"publish","type":"post","link":"https:\/\/eodhd.com\/financial-academy\/stocks-data-analysis-examples\/how-to-get-economic-events-data-with-python","title":{"rendered":"How to get Economic Events Data with Python"},"content":{"rendered":"\n<p>The Economic Events Data API will help you get a faster handle on the data provided by&nbsp;EODHD Economic Events API. It provides past and future events like Retail Sails, Bond Auctions, PMI Releases, and many other economic events from countries around the world. &nbsp;Please note: this data is available historically starting with 2020. <\/p>\n\n\n\n<p class=\"has-text-align-center\"><a class=\"maxbutton-1 maxbutton maxbutton-subscribe-to-api external-css btn\" href=\"https:\/\/eodhd.com\/register\"><span class='mb-text'>Register &amp; Get Data<\/span><\/a><\/p>\n\n\n\n\n\n\n<p><strong>Please note<\/strong>: <strong>before continuing to work with our APIs, make sure that you <a href=\"https:\/\/eodhd.com\/financial-academy\/financial-faq\/how-to-start-using-eodhd-pythons-financial-library-beginners-guide\/\">import and install all required libraries<\/a><\/strong>. <strong>You can get more details about the functions of the Economic Events Data API on our <a href=\"https:\/\/eodhd.com\/financial-apis\/economic-events-data-api\/\">documentation web-page<\/a>.<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-accessing-the-eodhd-api\">Accessing the EODHD API<\/h2>\n\n\n\n<p>To access the EODHD API, we need to create an instance of the \u201cAPIClient\u201d class and pass to it our API key. In this example, we will use the demo API key provided by EODHD, but in your real application, you should use your registered API key.<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">api = APIClient(\"demo\")<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<p>You can also specify the API key in a configuration file or as an environment variable, as described in the library documentation<a href=\"https:\/\/github.com\/EodHistoricalData\/EODHD-APIs-Python-Financial-Library\/\">&nbsp;here<\/a>.<\/p>\n\n\n\n<p class=\"bordered_paragraph\">1. Use the \u201cdemo&#8221; API key to test our data from a limited set of the tickers without registering:<br><a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/AAPL.US\" target=\"_blank\" rel=\"noreferrer noopener\">AAPL.US<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/TSLA.US\" target=\"_blank\" rel=\"noreferrer noopener\">TSLA.US&nbsp;<\/a>|&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/VTI.US\" target=\"_blank\" rel=\"noreferrer noopener\">VTI.US<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/AMZN.US\" target=\"_blank\" rel=\"noreferrer noopener\">AMZN.US<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/BTC-USD.CC\" target=\"_blank\" rel=\"noreferrer noopener\">BTC-USD<\/a>&nbsp;|&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-summary\/EURUSD.FOREX\" target=\"_blank\" rel=\"noreferrer noopener\">EUR-USD<\/a><br><a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/new-real-time-data-api-websockets\/\" target=\"_blank\" rel=\"noreferrer noopener\">Real-Time Data<\/a>&nbsp;and most APIs can be tested this way without the limitations of API calls.<br>2. Register to get your free API key (limited by 20 API calls per day) with access to:<br><a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/api-for-historical-data-and-volumes\/\" target=\"_blank\" rel=\"noreferrer noopener\">End-Of-Day Historical Data<\/a>&nbsp;with only past year for any ticker and&nbsp;<a href=\"https:\/\/eodhistoricaldata.com\/financial-apis\/exchanges-api-list-of-tickers-and-trading-hours\/#Get_List_of_Tickers_Exchange_Symbols\" target=\"_blank\" rel=\"noreferrer noopener\">List of tickers per Exchange<\/a>.<br>3. To unlock your API key for full use, we recommend to <a href=\"https:\/\/eodhd.com\/pricing\">choose the subscription<\/a> which covers your needs.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-retrieving-economic-events-data\">Retrieving Economic Events Data<\/h2>\n\n\n\n<p>After we are done with the API client, we can start requesting economic events data for specific countries.<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">events = api.get_economic_events_data ()<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<p>The API response will be a single JSON structure.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-converting-json-response-to-dataframe\">Converting JSON Response to DataFrame<\/h2>\n\n\n\n<p>To convert JSON to DataFrame it is possible to use:<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">ee = pd.DataFrame(events)<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<p>All data in the DataFrame will contain information such as: \u201ctype\u201d, \u201ccomparison\u201d, \u201cperiod\u201d, and \u201ccountry\u201d.<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">print(ee)<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<h2 class=\"wp-block-heading\" id=\"h-extended-functions-of-economic-events-data-api\">Extended functions of Economic Events Data API<\/h2>\n\n\n\n<p>For a more accurate research, it is possible to use parameters that lays in Economic Events Data API. It is possible to use range of dates <strong>from<\/strong> and <strong>to<\/strong>, which will help to get information for certain dates. <strong>Country<\/strong>, which will help you to get data for certain country. The country code is in ISO 3166 format, it means that code contains two symbols, for example US or FR. <strong>Comparison<\/strong>, helps to compare data for certain period, possible values: mom, qoq, yoy. <strong>Offset<\/strong> &#8211; the offset of the data. <strong>Limit<\/strong> is The number of results should be returned.<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">events_extended = api.get_economic_events_data (date_from = \"2020-12-10\", date_to = \"2021-04-10\", limit = \"200\", country = \"US\", comparison = \"qoq\")<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<p>The API response is a JSON array containing data for all the requested tickers. You can convert the resulting JSON array to a DataFrame for further analysis:<\/p>\n\n\n\n            <div class=\"code__wrapper\">\n                <div class=\"code__content\">\n                    \n<pre class=\"wp-block-code has-white-color has-black-background-color has-text-color has-background\"><code lang=\"python\" class=\"language-python\">ee_m = pd.DataFrame(events_extended)\nprint (ee_m)\n\n<\/code><\/pre>\n\n                <\/div>\n                <div class=\"code__btns\">\n                    <button class=\"code__copy\" class=\"copy\" title=\"Copy url\">\n                        <svg class=\"code__copy__icon\" width=\"20\" height=\"20\" viewBox=\"0 0 20 20\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                            <use xlink:href=\"\/img\/icons\/copy.svg#copy\"><\/use>\n                        <\/svg>\n                        <img decoding=\"async\" class=\"code__copy__approve\" alt=\"\" src=\"\/img\/approve_ico.svg\" loading=\"eager\">\n                    <\/button>\n                <\/div>\n            <\/div>\n        \n\n\n<h2 class=\"wp-block-heading\" id=\"h-conclusion\">Conclusion<\/h2>\n\n\n\n<p>By using the Economic Events API, it is gets easier to control your Economic Calendar. The API makes it possible to stay up to date with financial&nbsp;events&nbsp;and indicators from all over the world.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a class=\"maxbutton-1 maxbutton maxbutton-subscribe-to-api external-css btn\" href=\"https:\/\/eodhd.com\/register\"><span class='mb-text'>Register &amp; Get Data<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The Economic Events Data API will help you get a faster handle on the data provided by&nbsp;EODHD Economic Events API. It provides past and future events like Retail Sails, Bond Auctions, PMI Releases, and many other economic events from countries around the world. &nbsp;Please note: this data is available historically starting with 2020. Please note: [&hellip;]<\/p>\n","protected":false},"author":20,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[42],"tags":[],"coding-language":[30],"ready-to-go-solution":[56],"qualification":[33],"financial-apis-category":[36],"financial-apis-manuals":[76],"class_list":["post-2495","post","type-post","status-publish","format-standard","hentry","category-stocks-data-analysis-examples","coding-language-python","ready-to-go-solution-eodhd-python-financial-library","qualification-newbie","financial-apis-category-stock-market-prices","financial-apis-manuals-economic-events"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v26.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to get Economic Events Data with Python | EODHD APIs Academy<\/title>\n<meta name=\"description\" content=\"Stay informed with global economic events using our Economic Events Data API. Access past and future events, including Retail Sales, Bond Auctions, PMI Releases, and more, from countries worldwide. Data is available from 2020 onwards. Learn how to access, analyze, and integrate this valuable information into your financial research. Keep a close eye on the economic calendar and stay up-to-date with financial indicators across the globe.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/eodhd.com\/financial-academy\/stocks-data-analysis-examples\/how-to-get-economic-events-data-with-python\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to get Economic Events Data with Python\" \/>\n<meta property=\"og:description\" content=\"Stay informed with global economic events using our Economic Events Data API. Access past and future events, including Retail Sales, Bond Auctions, PMI Releases, and more, from countries worldwide. Data is available from 2020 onwards. Learn how to access, analyze, and integrate this valuable information into your financial research. 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Access past and future events, including Retail Sales, Bond Auctions, PMI Releases, and more, from countries worldwide. Data is available from 2020 onwards. Learn how to access, analyze, and integrate this valuable information into your financial research. Keep a close eye on the economic calendar and stay up-to-date with financial indicators across the globe.","breadcrumb":{"@id":"https:\/\/eodhd.com\/financial-academy\/stocks-data-analysis-examples\/how-to-get-economic-events-data-with-python#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/eodhd.com\/financial-academy\/stocks-data-analysis-examples\/how-to-get-economic-events-data-with-python"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/eodhd.com\/financial-academy\/stocks-data-analysis-examples\/how-to-get-economic-events-data-with-python#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/eodhd.com\/financial-academy\/"},{"@type":"ListItem","position":2,"name":"How to get Economic Events Data with Python"}]},{"@type":"WebSite","@id":"https:\/\/eodhd.com\/financial-academy\/#website","url":"https:\/\/eodhd.com\/financial-academy\/","name":"Financial APIs Academy | EODHD","description":"Financial Stock Market Academy","publisher":{"@id":"https:\/\/eodhd.com\/financial-academy\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/eodhd.com\/financial-academy\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/eodhd.com\/financial-academy\/#organization","name":"EODHD (EOD Historical Data)","url":"https:\/\/eodhd.com\/financial-academy\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/eodhd.com\/financial-academy\/#\/schema\/logo\/image\/","url":"https:\/\/eodhd.com\/financial-academy\/wp-content\/uploads\/2023\/12\/EODHD-Logo.png","contentUrl":"https:\/\/eodhd.com\/financial-academy\/wp-content\/uploads\/2023\/12\/EODHD-Logo.png","width":159,"height":82,"caption":"EODHD (EOD Historical Data)"},"image":{"@id":"https:\/\/eodhd.com\/financial-academy\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/eodhistoricaldata","https:\/\/x.com\/EOD_data","https:\/\/www.reddit.com\/r\/EODHistoricalData\/","https:\/\/eod-historical-data.medium.com\/"]},{"@type":"Person","@id":"https:\/\/eodhd.com\/financial-academy\/#\/schema\/person\/b4d6b3aab4e8b416243add4537592b44","name":"Gleb from EODHD","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/eodhd.com\/financial-academy\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/c1e7c24fd2fa413c9bbd20948dc2d4beb0104893a2e2363b2b10c21e43ac78a3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/c1e7c24fd2fa413c9bbd20948dc2d4beb0104893a2e2363b2b10c21e43ac78a3?s=96&d=mm&r=g","caption":"Gleb from EODHD"},"url":"https:\/\/eodhd.com\/financial-academy\/author\/glebeodhd"}]}},"jetpack_featured_media_url":"","jetpack_shortlink":"https:\/\/wp.me\/pdOdVT-Ef","jetpack_sharing_enabled":true,"acf":[],"_links":{"self":[{"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/posts\/2495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/users\/20"}],"replies":[{"embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/comments?post=2495"}],"version-history":[{"count":47,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/posts\/2495\/revisions"}],"predecessor-version":[{"id":6238,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/posts\/2495\/revisions\/6238"}],"wp:attachment":[{"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/media?parent=2495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/categories?post=2495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/tags?post=2495"},{"taxonomy":"coding-language","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/coding-language?post=2495"},{"taxonomy":"ready-to-go-solution","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/ready-to-go-solution?post=2495"},{"taxonomy":"qualification","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/qualification?post=2495"},{"taxonomy":"financial-apis-category","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/financial-apis-category?post=2495"},{"taxonomy":"financial-apis-manuals","embeddable":true,"href":"https:\/\/eodhd.com\/financial-academy\/wp-json\/wp\/v2\/financial-apis-manuals?post=2495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}