{"id":2892,"date":"2023-10-30T14:56:13","date_gmt":"2023-10-30T14:56:13","guid":{"rendered":"https:\/\/eodhd.com\/financial-academy\/?p=2892"},"modified":"2025-02-05T13:45:08","modified_gmt":"2025-02-05T13:45:08","slug":"how-to-use-average-trading-volume-and-average-trading-volume-by-price-on-technical-indicator-api-with-python","status":"publish","type":"post","link":"https:\/\/eodhd.com\/financial-academy\/technical-analysis-examples\/how-to-use-average-trading-volume-and-average-trading-volume-by-price-on-technical-indicator-api-with-python","title":{"rendered":"How to use Average Trading Volume and Average Trading Volume by Price on Technical Indicator API with Python"},"content":{"rendered":"\n<p><a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Average Trading Volume<\/a> refers to&nbsp;the number of shares of a particular stock that, on average, change hands during a single trading day. Significant deviations usually indicate greater or lesser buying or selling interest in the stock from large institutional investors.&nbsp;<\/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 <\/strong><a href=\"https:\/\/eodhd.com\/financial-academy\/financial-faq\/how-to-start-using-eodhd-pythons-financial-library-beginners-guide\/\"><strong><u><strong>import and install all required libraries.<\/strong><\/u><\/strong><\/a>&nbsp;<strong>More detailed information about <a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\">Average T<\/a><a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\" target=\"_blank\" rel=\"noreferrer noopener\">r<\/a><a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\">ading Volume<\/a> and Average Trading Volume by Price function on Technical Indicator API can be found on our <\/strong><a href=\"https:\/\/eodhd.com\/financial-apis\/technical-indicators-api\/\"><strong><u><strong>documentation web-page<\/strong><\/u><\/strong><\/a><strong>.<\/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. In your 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>Please note that 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;<u>here<\/u><\/a>.<\/p>\n\n\n\n<p class=\"bordered_paragraph\">1. Use the \u201c<strong>demo<\/strong>\u201d 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 All of the APIs (except Bulk) are included without limitations on API calls.<br>2. Register to get your free API key (limitated 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 we recommend to <a href=\"https:\/\/eodhd.com\/pricing\">choose subscription<\/a> which covers your needs<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-exploring-the-average-volume-and-average-volume-by-price-nbsp-data-nbsp-as-part-of-the-technical-indicator-api\">Exploring the Average Volume and Average Volume by Price&nbsp;Data&nbsp;as  part of the Technical Indicator API<\/h2>\n\n\n\n<p>After we are done with the API client, we can start requesting the <a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Average Trading Volume<\/a> and Average Trading Volume by Price&nbsp;data from the <a href=\"https:\/\/eodhd.com\/financial-apis\/technical-indicators-api\/\">Technical Indicator API<\/a>.<\/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\">av = api.get_technical_indicator_data(ticker = \"AAPL.US\", function = \"avgvol\") # for average volume<\/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            <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\">avp = api.get_technical_indicator_data(ticker = \"AAPL.US\", function = \"avgvolccy\") # for average volume by price<\/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<h3 class=\"wp-block-heading\" id=\"h-converting-json-response-to-dataframe\">Converting JSON Response to DataFrame<\/h3>\n\n\n\n<p>To convert JSON to DataFrame it is possible to use:<\/p>\n\n\n\n<p>All data in DataFrame will contain information such as: &#8220;date&#8221; and &#8220;avgvol&#8221; or &#8220;avgvolccy&#8221; for stock symbol, which was used when we called API, in particular (\u201c<a href=\"https:\/\/eodhd.com\/financial-summary\/AAPL.US\">AAPL.US<\/a>\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\">c_av = pd.DataFrame(av)\nprint(c_av) # for Average Volume<\/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            <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\">c_avp = pd.DataFrame(avp)\nprint(c_avp) # for Average Volume by Price<\/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<h3 class=\"wp-block-heading\" id=\"h-extended-parameters-of-the-average-volume-and-average-volume-by-price-functions-from-the-technical-indicator-nbsp-data-api\">Extended parameters of the Average Volume and Average Volume by Price functions from the Technical Indicator&nbsp;Data API<\/h3>\n\n\n\n<p>It is possible to use an additional parameter for the <a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Average Trading Volume<\/a> and Average Trading Volume by Price&nbsp;functions. The name of the parameter is period. Period&nbsp;is the number of data points used to calculate each average trading volume value.<\/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\">av_extended = api.get_technical_indicator_data(ticker = \"AAPL.US\", function = \"avgvol\", period = 100) # for Average Volume<\/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            <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\">avp_extended = api.get_technical_indicator_data(ticker = \"AAPL.US\", function = \"avgvolccy\", period = 75) # for Average Volume by Price<\/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\">c_av_extended = pd.DataFrame(av_extended)\nprint(c_av_extended) # for Average Volume<\/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            <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\">c_avp_extended = pd.DataFrame(avp_extended)\nprint(c_avp_extended) # for Average Volume by Price<\/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>Understanding of <a href=\"https:\/\/www.investopedia.com\/terms\/a\/averagedailytradingvolume.asp\" target=\"_blank\" rel=\"noreferrer noopener\">Average Trading Volume<\/a> is a fundamental aspect of stock analysis. Our <a href=\"https:\/\/eodhd.com\/financial-apis\/technical-indicators-api\/\">Technical Indicator API&#8217;s<\/a> functions for Average Volume and Average Volume by Price empower you with accurate data to make informed decisions in the dynamic world of stock trading!<\/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>Average Trading Volume refers to&nbsp;the number of shares of a particular stock that, on average, change hands during a single trading day. Significant deviations usually indicate greater or lesser buying or selling interest in the stock from large institutional investors.&nbsp; Please note: before continuing to work with our APIs, make sure that you import and [&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":[59],"tags":[],"coding-language":[],"ready-to-go-solution":[56],"qualification":[33],"financial-apis-category":[36],"financial-apis-manuals":[40],"class_list":["post-2892","post","type-post","status-publish","format-standard","hentry","category-technical-analysis-examples","ready-to-go-solution-eodhd-python-financial-library","qualification-newbie","financial-apis-category-stock-market-prices","financial-apis-manuals-technical-indicators"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v26.7) - 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