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Tools

ToolDescription
twelvedata_indicators_get_time_series_adAccumulation/distribution
twelvedata_indicators_get_time_series_adxAverage directional index
twelvedata_indicators_get_time_series_aroonAroon indicator
twelvedata_indicators_get_time_series_atrAverage true range
twelvedata_indicators_get_time_series_bbandsBollinger bands
twelvedata_indicators_get_time_series_cciCommodity channel index
twelvedata_indicators_get_time_series_demaDouble exponential moving average
twelvedata_indicators_get_time_series_emaExponential moving average
twelvedata_indicators_get_time_series_ichimokuIchimoku cloud
twelvedata_indicators_get_time_series_kamaKaufman adaptive moving average
twelvedata_indicators_get_time_series_keltnerKeltner channel
twelvedata_indicators_get_time_series_maMoving average
twelvedata_indicators_get_time_series_macdMoving average convergence divergence
twelvedata_indicators_get_time_series_mfiMoney flow index
twelvedata_indicators_get_time_series_momMomentum
twelvedata_indicators_get_time_series_natrNormalized average true range
twelvedata_indicators_get_time_series_obvOn balance volume
twelvedata_indicators_get_time_series_ppoPercentage price oscillator
twelvedata_indicators_get_time_series_rocRate of change
twelvedata_indicators_get_time_series_rsiRelative strength index
twelvedata_indicators_get_time_series_sarParabolic stop and reverse
twelvedata_indicators_get_time_series_smaSimple moving average
twelvedata_indicators_get_time_series_stochStochastic oscillator
twelvedata_indicators_get_time_series_stoch_fStochastic fast
twelvedata_indicators_get_time_series_stoch_rsiStochastic relative strength index
twelvedata_indicators_get_time_series_super_trendSupertrend
twelvedata_indicators_get_time_series_temaTriple exponential moving average
twelvedata_indicators_get_time_series_vwapVolume weighted average price
twelvedata_indicators_get_time_series_will_rWilliams %R
twelvedata_indicators_get_time_series_wmaWeighted moving average

twelvedata_indicators_get_time_series_ad

Accumulation/distribution Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_adx

Average directional index Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_aroon

Aroon indicator Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_atr

Average true range Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_bbands

Bollinger bands Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
sdnumberNoNumber of standard deviations. Must be at least 1
ma_typestringNoThe type of moving average used
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_cci

Commodity channel index Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_dema

Double exponential moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_ema

Exponential moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_ichimoku

Ichimoku cloud Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
conversion_line_periodintegerNoThe time period used for generating the conversation line. Takes values in the range from 1 to 800
base_line_periodintegerNoThe time period used for generating the base line. Takes values in the range from 1 to 800
leading_span_b_periodintegerNoThe time period used for generating the leading span B line. Takes values in the range from 1 to 800
lagging_span_periodintegerNoThe time period used for generating the lagging span line. Takes values in the range from 1 to 800
include_ahead_span_periodbooleanNoIndicates whether to include ahead span period
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_kama

Kaufman adaptive moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_keltner

Keltner channel Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
atr_time_periodintegerNoThe time period used for calculating the Average True Range. Takes values in the range from 1 to 800
multiplierintegerNoThe factor used to adjust the indicator’s sensitivity
series_typestringNoPrice type on which technical indicator is calculated
ma_typestringNoThe type of moving average used
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_ma

Moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
ma_typestringNoThe type of moving average used
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_macd

Moving average convergence divergence Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
fast_periodintegerNoNumber of periods for fast moving average. Takes values in the range from 1 to 800
slow_periodintegerNoNumber of periods for slow moving average. Takes values in the range from 1 to 800
signal_periodintegerNoThe time period used for generating the signal line.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_mfi

Money flow index Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_mom

Momentum Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_natr

Normalized average true range Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_obv

On balance volume Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_ppo

Percentage price oscillator Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
fast_periodintegerNoNumber of periods for fast moving average. Takes values in the range from 1 to 800
slow_periodintegerNoNumber of periods for slow moving average. Takes values in the range from 1 to 800
ma_typestringNoThe type of moving average used
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_roc

Rate of change Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_rsi

Relative strength index Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_sar

Parabolic stop and reverse Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
accelerationnumberNoThe rate of change in the indicator’s values.
maximumnumberNoThe maximum value considered for the indicator calculation.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_sma

Simple moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_stoch

Stochastic oscillator Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
fast_k_periodintegerNoThe time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from 1 to 800
slow_k_periodintegerNoThe time period for the slow %K line in the Stochastic Oscillator. Takes values in the range from 1 to 800
slow_d_periodintegerNoThe time period for the slow %D line in the Stochastic Oscillator. Takes values in the range from 1 to 800
slow_kma_typestringNoThe type of slow %K Moving Average used. Default is SMA.
slow_dma_typestringNoThe type of slow Displaced Moving Average used. Default is SMA.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_stoch_f

Stochastic fast Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
fast_k_periodintegerNoThe time period for the fast %K line in the Stochastic Oscillator. Takes values in the range from 1 to 800
fast_d_periodintegerNoThe time period for the fast %D line in the Stochastic Oscillator. Takes values in the range from 1 to 800
fast_dma_typestringNoThe type of fast Displaced Moving Average used.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_stoch_rsi

Stochastic relative strength index Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoSpecifies the price data type: open, high, low, or close.
rsi_lengthintegerNoLength of period for calculating the RSI component. Takes values in the range from 1 to 800
stoch_lengthintegerNoPeriod length for computing the stochastic oscillator of the RSI. Takes values in the range from 1 to 800
k_periodintegerNoPeriod for smoothing the %K line. Takes values in the range from 1 to 800
slow_kma_typestringNoSlow Kma Type
d_periodintegerNoPeriod for smoothing the %D line, which is a moving average of %K. Takes values in the range from 1 to 800
slow_dma_typestringNoSlow Dma Type
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_super_trend

Supertrend Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
periodintegerNoThe period used for calculation in the indicator. Takes values in the range from 1 to 800
multiplierintegerNoThe factor used to adjust the indicator’s sensitivity.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_tema

Triple exponential moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoThe time period used for calculation in the indicator. Default is 9.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_vwap

Volume weighted average price Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
sd_time_periodintegerNoThe time period for the standard deviation calculation. Must be greater than 0. Recommended value is 9. This parameter is only used together with sd.
sdnumberNoThe standard deviation applied in the calculation. Must be greater than 0. Recommended value is 2. This parameter is only used together with sd_time_period.
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_will_r

Williams %R Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output

twelvedata_indicators_get_time_series_wma

Weighted moving average Parameters:
ParameterTypeRequiredDefaultDescription
symbolstringNoSymbol ticker of the instrument. E.g. AAPL, EUR/USD, ETH/BTC, …
isinstringNoFilter by international securities identification number (ISIN). ISIN access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
figistringNoThe FIGI of an instrument for which data is requested. This parameter is available on the <a href=“https://twelvedata.com/pricing”&gt;Ultra&lt;/a> plan (individual) and the <a href=“https://twelvedata.com/pricing-business”&gt;Enterprise&lt;/a> plan (business) and above.
cusipstringNoThe CUSIP of an instrument for which data is requested. CUSIP access is activating in the <a href=“https://twelvedata.com/account/add-ons”&gt;Data add-ons</a> section
intervalstringYesInterval between two consecutive points in time series
outputsizeintegerNoNumber of data points to retrieve. Supports values in the range from 1 to 5000. Default 30 when no date parameters are set, otherwise set to maximum
exchangestringNoExchange where instrument is traded
mic_codestringNoMarket Identifier Code (MIC) under ISO 10383 standard
countrystringNoThe country where the instrument is traded, e.g., United States or US
typestringNoThe asset class to which the instrument belongs
timezonestringNoTimezone at which output datetime will be displayed. Supports: <ul> <li>1. <code>Exchange</code> for local exchange time</li> <li>2. <code>UTC</code> for datetime at universal UTC standard</li> <li>3. Timezone name according to the IANA Time Zone Database. E.g. <code>America/New_York</code>, <code>Asia/Singapore</code>. Full list of timezones can be found <a href=“https://en.wikipedia.org/wiki/List_of_tz_database_time_zones” target=“blank”>here</a></li> </ul> <i>Take note that the IANA Timezone name is case-sensitive</i>
start_datestringNoCan be used separately and together with end_date. Format 2006-01-02 or 2006-01-02T15:04:05 Default location: <ul> <li>Forex and Cryptocurrencies - <code>UTC</code></li> <li>Stocks - where exchange is located (e.g. for AAPL it will be <code>America/New_York</code>)</li> </ul> Both parameters take into account if <code>timezone</code> parameter is provided.<br/> If <code>timezone</code> is given then, <code>start_date</code> and <code>end_date</code> will be used in the specified location Examples: <ul> <li>1. <code>&symbol=AAPL&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 New York time up to current date</li> <li>2. <code>&symbol=EUR/USD&timezone=Asia/Singapore&start_date=2019-08-09T15:50:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Singapore time up to current date</li> <li>3. <code>&symbol=ETH/BTC&timezone=Europe/Zurich&start_date=2019-08-09T15:50:00&end_date=2019-08-09T15:55:00&…</code><br/> Returns all records starting from 2019-08-09T15:50:00 Zurich time up to 2019-08-09T15:55:00</li> </ul>
end_datestringNoThe ending date and time for data selection, see start_date description for details.
datestringNoSpecifies the exact date to get the data for. Could be the exact date, e.g. 2021-10-27, or in human language today or yesterday
orderstringNoSorting order of the output
prepostbooleanNoReturns quotes that include pre-market and post-market data. Only for the Pro plan (individual) and Venture plan (business) and above. Available at the 1min, 5min, 15min, and 30min intervals for US equities. Open, high, low, close values are supplied without volume
formatstringNoThe format of the response data
delimiterstringNoThe separator used in the CSV response data
dpintegerNoSpecifies the number of decimal places for floating values. Should be in range [0, 11] inclusive. By default, the number of decimal places is automatically determined based on the values provided
previous_closebooleanNoA boolean parameter to include the previous closing price in the time_series data. If true, adds previous bar close price value to the current object
adjuststringNoAdjusting mode for prices
series_typestringNoPrice type on which technical indicator is calculated
time_periodintegerNoNumber of periods to average over. Takes values in the range from 1 to 800
include_ohlcbooleanNoSpecify if OHLC values should be added in the output