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Forecast Valuations
Release Notes
August 2023
- The Forecast endpoints can accept zipCode as an input parameter and provide region adjustments using both zipCode and region input parameters.
March 2023
- Altered “orgId" description to clarify usage and align with our valuations documentation.
Overview
The Forecast Valuations API allows consumers to retrieve Forecast MMR values, which are indicators of future wholesale prices drawn from the Manheim Market Report, projected for future date inputs using historical depreciation patterns. The pricing calculations are based on millions of sales transactions for the previous 13 months, and pricing data is refreshed weekly. Forecast MMR allows projections up to 106 weeks in the future.
The Forecast Valuations API is structured in the same way as the Valuations API, allowing users to leverage their knowledge of Adjusted MMR to retrieve Forecast MMR. This method allows a customer to retrieve forecast valuations for a VIN or year/make/model/trim, via individual or batch call. Manheim returns any vehicle styles that match the VIN provided.
Forecast endpoints provide the forecast values for the last 7 model years along with the current model year.
Syndication is limited to certain use cases.
To discuss availability, pricing and access, please contact the Cox Automotive Data Syndication Team at DataSyndication@coxautoinc.com or fill out the access request form in our support section.
URLs and Environments
The base URL for the Forecast Valuations API is /valuations/forecast. This document describes each method endpoint starting with this base URL.
Actual requests will require the protocol and host URL for one of the Manheim environments:
- UAT:
https://uat.api.manheim.com - Production:
https://api.manheim.com
See API Access and Environments for more information about Manheim API environments.
Authentication & Authorization
To use this API, you must have a Mashery API Package Key that is active (no scope required).
When requesting an access token for this API, use the resource owner client_credentials grant type.
The request header must include the Authorization key with a value of Basic followed by your Base64 encoded Mashery key:secret pair. Note that you must Base64 encode your Mashery key:secret. For details of how to do this refer to Preparing the Authorization Header.
| Attribute | Value |
|---|---|
| Authorization | Basic |
| Content-Type | application/x-www-form-urlencoded |
| grant_type | client_credentials |
curl --location --request POST 'https://api.manheim.com/oauth2/token.oauth2' \
--header 'Authorization: Basic aDNod2dtNDQ0NWtqenB0XXXXXXXXXXXXX=' \
--header 'Content-Type: application/x-www-form-urlencoded' \
--data-urlencode 'grant_type=client_credentials'For details on how to request a token and additional information on authentication and authorization, please refer to Authentication and Authorization.
Retrieve Forecast Valuations by VIN
This method allows an API customer to retrieve Forecasted values by VIN.
Endpoints
GET /valuations/forecast/vin/VIN
GET /valuations/forecast/vin/VIN/SUBSERIES"VIN" in the URL should be replaced by the VIN of the vehicle. "SUBSERIES" should be replaced by the subseries identifier (e.g. "528I MAN").
Request Parameters
This method requires only the VIN in the URL. The customer may also enter a vehicle's subseries into the URL as path parameters.
| Parameter | Type | Requirement | Description |
|---|---|---|---|
| VIN | String | REQUIRED | vehicle identification number (VIN) of a vehicle |
| SUBSERIES | String | OPTIONAL | Further division of a vehicle, such as "SE" or "LE" |
The URL must include a query string that includes the query parameter for the Forecast Date.
| Parameter | Type | Requirement | Description |
|---|---|---|---|
| date | String | REQUIRED | Date to be forecasted for. In the format of YYYY-MM-DD. It must be a future date. Example: 2020-09-30 |
The URL may also include an OPTIONAL query string that includes one or more of the query parameters in the following table.
| Parameter | Type | Description |
|---|---|---|
| odometer | Integer | Accepts numeric values but currently matches only exact values rather than a range of values. Odometer is the target mileage for the forecast date |
| region | String | API calls will default to NA if this parameter is omitted. For vehicles in the US, use one of the following region codes: SE, NE, MW, SW, or WC. |
| zipCode | String | Accepts US postal ZIP codes; region adjustments can be applied when zipCode is provided. |
| color | String | External color of the vehicle; accepted values may be retrieved from the valuations API request "Retrieve All Colors" |
| grade | Integer | Condition of the vehicle such that "30" is equivalent to "3.0" |
| orgId | String | The organizational id associated with your requests. This field may be required according to your data license agreement. |
| zipCode | String | Location of the vehicle as a 5-digit postal code, e.g. "30019" |
| geoLocation | String | Location of the vehicle in the form of latitude and longitude |
Example JSON Requests
Request for a specific VIN
The following example shows a request for a specific VIN. Date is a required parameter up to 106 weeks in the future
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28If the value would otherwise contain whitespace, the whitespace character should be omitted or replaced with "%20".
If the value contains a "/", it may be replaced with "%2F".
Request with subseries
The customer may make a more specific request by specifying the subseries of the vehicle after the VIN. The following example shows a request for a specific VIN (WBA3C1C5XFP853102) and subseries (328i).
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102/328i?date=2020-10-28Request with odometer, region
The URL may also contain a query string similar to the following, to obtain a valuation adjusted for odometer and region, and including retail values.
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28&odometer=10000®ion=seRequest with color, grade
The query may also include parameters for color and grade as shown in the following example.
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28&color=WHITE&grade=31&odometer=20000®ion=NERequest with ZIP code
The URL may also contain a query string similar to the following, to obtain a valuation adjusted for odometer,grade and zipCode.
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28&color=WHITE&grade=31&odometer=20000&zipCode=92780Request with geolocation
The query may also include geolocation, as shown in the following example. This does not affect the immediate response, but may help Manheim define regional adjustments more accurately in the future.
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28&color=WHITE&grade=31&odometer=20000®ion=NE&&geoLocation==33.9335,-84.3958Request with orgId
To identify the requester organization/individual, pass the orgId parameter as shown in this query example:
GET https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?date=2020-10-28&odometer=10000&color=RED&grade=30&orgId=jDoe&zipCode=30328&geolocation=33.9335,-84.3958Common Return Codes
| Response Code | Response Message | Possible Next Actions |
|---|---|---|
| 200 OK | The body contains the requested information | Successful response; no actions necessary |
| 400 Bad Request | ERROR: Invalid VIN | VIN may contain invalid characters or the wrong length; check and resubmit |
| 401 Unauthorized | ERROR: Developer inactive | API token may be malformed or the customer does not have access; check the token or contact Manheim for further support |
| 404 Not Found | ERROR: Matching vehicles not found | URL may be malformed or the requested valuation does not exist; check and resubmit |
| 500 Server Error | ERROR: Unknown Error | Resubmit the request; if the issue still exists contact Manheim for support |
| 596 596 | ERROR: 596 Service Not Found | URL may be malformed; check the method name and resubmit |
Response Parameters
| Field | Type | Description |
|---|---|---|
| href | String | URL of the request |
| count | Integer | Number of valuations returned |
| items | Array | An array containing an object for each valuation; fields in each valuation object are shown in the tables below |
Each item valuation is described by the fields in the table below. Note Some fields are only returned if specific parameters are included in the request.
| Field | Type | Description |
|---|---|---|
| forecastDate | string | This is the date of the forecast edition being used. As the forecast is updated weekly, these dates are Monday Date of each week. In the example of using 2020-09-30, the forecastDate is 2020-09-28. |
| edition | string | Edition of the valuations data. This is the date the valuations data was published. |
| href | String | URL of the valuation containing the Manheim ID (MID) of a unique vehicle valuation |
| description | Object | Information about the vehicle |
| description.year | Integer | Year of the valuation vehicle |
| description.make | String | Make of the valuation vehicle |
| description.model | String | Model of the valuation vehicle |
| description.trim | String | Trim of the valuation vehicle |
| description.subSeries | String | Subseries of the valuation vehicle |
| forecastedPricing | Integer | The unadjusted and/or average forecast value. |
| adjustedForecastPricing | Object | Information about the valuation forecast adjusted by various factors |
| adjustedForecastPricing.wholesale | Integer | The adjusted forecast value. This is the key element of the response. |
| adjustedForecastPricing.adjustedBy | Object | Information about the specific valuation adjustments when optional query parameters are invoked |
| adjustedForecastPricing.adjustedBy.Color | String | The exterior color of the vehicle. Included if the color parameter was passed in the query, identifies the color, ex: "SILVER" |
| adjustedForecastPricing.adjustedBy.Grade | String | If a grade parameter was passed in the query, identifies the grade, ex: "44" |
| adjustedForecastPricing.adjustedBy.Odometer | String | If an odometer parameter was passed in the query, identifies the odometer value, ex: "30100" |
| adjustedForecastPricing.adjustedBy.Region | String | If a region parameter was passed in the query, identifies the region set for the valuation; defaults to "NA" for "National" |
| forecastedAverageOdometer | Integer | The average number for the odometer on the vehicles used in the valuation |
| odometerUnits | String | Unit of measurement for the odometer |
| forecastedAverageGrade | Integer | Average vehicle grade of the valuation, such that "50" is equivalent to "5.0" |
| currency | String | Type of currency used, such as "USD" for "U.S. Dollars" |
| sampleSize | String | The total number of transactions supporting the base MMR. Note: applicable for US only. |
| requestedDate | String | The inputted date from the request for the Forecast |
| bestMatch | Boolean | If present indicates that this item is the best MMR match found for the VIN provided |
Example JSON Response
{
"href": "https://unified-valuations-api.nonprod.datasolutions.coxautoinc.com/ManheimVehiclePricingWebService/pricing/mmr/forecast/vin/ZACCJABT1GPD23792?country=US&date=2023-09-27&zipCode=92780&orgId=jDoe&odometer=9436&color=Red&grade=25",
"count": 3,
"items": [
{
"requestedDate": "2023-09-27",
"forecastDate": "2023-09-25",
"edition": "202308070",
"href": "https://unified-valuations-api.nonprod.datasolutions.coxautoinc.com/ManheimVehiclePricingWebService/pricing/mmr/forecast/id/201602870933248?country=US&date=2023-09-27&zipCode=92780&orgId=jDoe&odometer=9436&color=Red&grade=25",
"description": {
"year": 2016,
"make": "JEEP",
"model": "RENEGADE FWD",
"trim": "4D SUV 2.4L LATITUDE",
"subSeries": "LATITUDE"
},
"forecastedPricing": 9775,
"adjustedForecastPricing": {
"wholesale": 12750,
"adjustedBy": {
"Color": "RED",
"Grade": "25",
"Odometer": "9436",
"Region": "WC"
}
},
"forecastedAverageOdometer": 91600,
"forecastedAverageGrade": 40,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "18"
},
{
"requestedDate": "2023-09-27",
"forecastDate": "2023-09-25",
"edition": "202308070",
"href": "https://unified-valuations-api.nonprod.datasolutions.coxautoinc.com/ManheimVehiclePricingWebService/pricing/mmr/forecast/id/201602870933252?country=US&date=2023-09-27&zipCode=92780&orgId=jDoe&odometer=9436&color=Red&grade=25",
"description": {
"year": 2016,
"make": "JEEP",
"model": "RENEGADE FWD",
"trim": "4D SUV 2.4L ANNIVERSARY",
"subSeries": "ANNIVERSAR"
},
"forecastedPricing": 7675,
"adjustedForecastPricing": {
"wholesale": 10900,
"adjustedBy": {
"Color": "RED",
"Grade": "25",
"Odometer": "9436",
"Region": "WC"
}
},
"forecastedAverageOdometer": 101000,
"forecastedAverageGrade": 36,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "7",
"bestMatch": true
},
{
"requestedDate": "2023-09-27",
"forecastDate": "2023-09-25",
"edition": "202308070",
"href": "https://unified-valuations-api.nonprod.datasolutions.coxautoinc.com/ManheimVehiclePricingWebService/pricing/mmr/forecast/id/201602870943240?country=US&date=2023-09-27&zipCode=92780&orgId=jDoe&odometer=9436&color=Red&grade=25",
"description": {
"year": 2016,
"make": "JEEP",
"model": "RENEGADE 4WD",
"trim": "4D SUV 2.4L SPORT",
"subSeries": "SPORT"
},
"forecastedPricing": 9925,
"adjustedForecastPricing": {
"wholesale": 13650,
"adjustedBy": {
"Color": "RED",
"Grade": "25",
"Odometer": "9436",
"Region": "WC"
}
},
"forecastedAverageOdometer": 95400,
"forecastedAverageGrade": 37,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "10"
}
]
}Retrieve All Forecast Dates
This method allows an API customer to retrieve all of the available Forecast dates that may be used as a query parameter to obtain Forecasted Values. See “Retrieve Forecast Valuations by VIN" for more information.
Endpoints
GET /valuations/forecast/datesExample JSON Requests
GET https://uat.api.manheim.com/valuations/forecast/datesCommon Return Codes
| Response Code | Response Message | Possible Next Actions |
|---|---|---|
| 200 OK | Body contains the requested information | Successful response; no actions necessary |
| 401 Unauthorized | ERROR: Developer inactive | API token may be malformed or the customer does not have access; check the token or contact Manheim for further support |
| 404 Not Found | ERROR: HTML response may contain details about the error | URL may be malformed; check and resubmit |
| 500 Server Error | ERROR: Unknown Error | Resubmit the request; if issue still exists contact Manheim for support |
Response Parameters
The overall JSON response for this method contains the following fields.
| Field | Type | Description |
|---|---|---|
| minDate | string | Minimum or closest day in the future for which a Forecast value can be returned |
| maxDate | string | Furthest day in the future for which a Forecast value can be returned |
| forecastDates | array | Array containing a list of available Forecast edition dates. As the forecast value is updated weekly, these dates are Monday Date of each week in the future. Each of the dates are strings. |
Example JSON Responses
{
"minDate": "2020-06-10",
"maxDate": "2021-05-30",
"forecastDates": [
"2020-06-15",
"2020-06-22",
"2020-06-29",
"2020-07-06",
"2020-07-13",
"2020-07-20",
"2020-07-27",
"2020-08-03",
"2020-08-10",
"2020-08-17",
"2020-08-24",
"2020-08-31",
"2020-09-07",
"2020-09-14",
"2020-09-21",
"2020-09-28",
"2020-10-05",
"2020-10-12",
"2020-10-19",
"2020-10-26",
"2020-11-02",
"2020-11-09",
"2020-11-16",
"2020-11-23",
"2020-11-30",
"2020-12-07",
"2020-12-14",
"2020-12-21",
"2020-12-28",
"2021-01-04",
"2021-01-11",
"2021-01-18",
"2021-01-25",
"2021-02-01",
"2021-02-08",
"2021-02-15",
"2021-02-22",
"2021-03-01",
"2021-03-08",
"2021-03-15",
"2021-03-22",
"2021-03-29",
"2021-04-05",
"2021-04-12",
"2021-04-19",
"2021-04-26",
"2021-05-03",
"2021-05-10",
"2021-05-17",
"2021-05-24"
]
}Retrieve Forecast Batch Valuations by VIN
This method allows a customer to retrieve up to 100 Forecast valuations using VINs in a single request.
Endpoint
POST /valuations/batch/forecast/vinsRequest Parameters
The body of this request uses VINs to retrieve valuations.
| Parameter | Type | Requirement | Description |
|---|---|---|---|
| VIN | String | REQUIRED | vehicle identification number (VIN) of a vehicle |
The URL must include a query string that includes the query parameter for the Forecast Date.
| Parameter | Type | Requirement | Description |
|---|---|---|---|
| date | String | REQUIRED | Date to be forecasted for. In the format of YYYY-MM-DD. It must be a future date. Example: 2020-09-30 |
The URL may also include an OPTIONAL query string that includes one or more of the query parameters in the following table.
| Parameter | Type | Description |
|---|---|---|
| odometer | Integer | Accepts numeric values but currently matches only exact values rather than a range of values. Odometer is the target mileage for the forecast date |
| region | String | API calls will default to NA if this parameter is omitted. For vehicles in the US, use one of the following region codes: SE, NE, MW, SW, or WC. |
| color | String | External color of the vehicle; accepted values may be retrieved from the valuations API request "Retrieve All Colors" |
| grade | Integer | Condition of the vehicle such that "30" is equivalent to "3.0" |
| orgId | String | The organizational id associated with your requests. This field may be required according to your data license agreement. |
| zipCode | String | Location of the vehicle as a 5-digit postal code, e.g. "30019" |
| geoLocation | String | Location of the vehicle in the form of latitude and longitude |
Example JSON Requests
POST https://uat.api.manheim.com/valuations/batch/forecast/vinsThe POST body for the batch request may contain partial URLs for multiple VINs. Full URLs are not permitted and will cause an error to occur. Each URL may be entered on a separate line for readability. Optional parameters may be included in the URL
[
"1C4RJFCG5HC909765?date=2020-10-10",
"3GNFL2EK1DS520902?date=2020-12-06®ion=SE",
"WBAPK53559A513276?date=2020-11-30&color=RED&grade=30",
"5J6RE4H76AL093425?date=2020-11-30&odometer=27530&grade=32"
"ZACCJABT1GPD23792?date=2023-09-27&odometer=9436&grade=25&zipCode=92780"
]Common Return Codes
| Response Code | Response Message | Possible Next Actions |
|---|---|---|
| 200 OK | The body contains the requested information | Successful response; no actions necessary |
| 400 Bad Request | ERROR: Invalid VIN | VIN may contain invalid characters or the wrong length; check and resubmit |
| 401 Unauthorized | ERROR: Developer inactive | API token may be malformed or the customer does not have access; check the token or contact Manheim for further support |
| 404 Not Found | ERROR: Matching vehicles not found | URL may be malformed or the requested valuation does not exist; check and resubmit |
| 500 Server Error | ERROR: Unknown Error | Resubmit the request; if the issue still exists contact Manheim for support |
| 596 596 | ERROR: 596 Service Not Found | URL may be malformed; check the method name and resubmit |
Response Parameters
The batch call has the fields listed below. The fields for each valuation item may be found in the method to "Retrieve Valuations by VIN".
| Field | Notes |
|---|---|
| href | URL of the request |
| count | Number of items returned |
| items | Contains an array of information about the batch request |
| items.href | URL of the valuation containing the Manheim ID (MID) of a unique vehicle valuation |
| items.count | Number of individual valuations returned under items |
| items.items | Contains an array of individual valuations |
| errors | Contains an array of error information if any are found |
| errors.message | The error message that contains more detail if needed |
| errors.developerMessage | Error message for developer |
Example JSON Response
{
"href": "https://uat.api.manheim.com/valuations/batch/forecast/vins",
"count": 5,
"items": [
{
"href": "1C4RJFCG5HC909765?date=2020-10-10",
"errors": [
{
"message": "No record found",
"developerMessage": "No record found"
}
]
},
{
"href": "https://uat.api.manheim.com/valuations/forecast/vin/3GNFL2EK1DS520902?country=US&date=2020-12-06&odometer=0®ion=SE",
"count": 1,
"items": [
{
"forecastDate": "2020-11-30",
"edition": "202006010",
"href": "https://uat.api.manheim.com/valuations/forecast/id/201301158585547?country=US&date=2020-12-06&odometer=0®ion=SE",
"valuationsId": "201301158585547",
"description": {
"year": 2013,
"make": "CHEVROLET",
"model": "CAPTIVA SPORT FLEET",
"trim": "4D SUV LS",
"subSeries": "LS"
},
"forecastedPricing": 2675,
"adjustedForecastPricing": {
"wholesale": 2750,
"adjustedBy": {
"Region": "SE"
}
},
"forecastedAverageOdometer": 113800,
"forecastedAverageGrade": 29,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "16",
"bestMatch": true,
"requestedDate": "2020-12-06"
}
]
},
{
"href": "WBAPK53559A513276?date=2020-11-30&color=RED&grade=30",
"errors": [
{
"message": "No record found",
"developerMessage": "No record found"
}
]
},
{
"href": "https://uat.api.manheim.com/valuations/forecast/vin/WBA3C1C5XFP853102?country=US&date=2020-10-28&orgId=jDoe&odometer=10000&color=Red&grade=30",
"count": 4,
"items": [
{
"forecastDate": "2020-10-26",
"edition": "202006010",
"href": "https://uat.api.manheim.com/valuations/forecast/id/201500600174145?country=US&date=2020-10-28&orgId=jDoe&odometer=10000&color=Red&grade=30",
"valuationsId": "201500600174145",
"description": {
"year": 2015,
"make": "B M W",
"model": "3 SERIES",
"trim": "4D SEDAN 328I LUXURY",
"subSeries": "328I LUX"
},
"forecastedPricing": 10350,
"adjustedForecastPricing": {
"wholesale": 13600,
"adjustedBy": {
"Color": "RED",
"Grade": "30",
"Odometer": "10000"
}
},
"forecastedAverageOdometer": 63300,
"forecastedAverageGrade": 36,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "0",
"requestedDate": "2020-10-28"
},
{
"forecastDate": "2020-10-26",
"edition": "202006010",
"href": "https://uat.api.manheim.com/valuations/forecast/id/201500600174249?country=US&date=2020-10-28&orgId=jDoe&odometer=10000&color=Red&grade=30",
"valuationsId": "201500600174249",
"description": {
"year": 2015,
"make": "B M W",
"model": "3 SERIES",
"trim": "4D SEDAN 328I SPORT",
"subSeries": "328I SPT"
},
"forecastedPricing": 11900,
"adjustedForecastPricing": {
"wholesale": 15250,
"adjustedBy": {
"Color": "RED",
"Grade": "30",
"Odometer": "10000"
}
},
"forecastedAverageOdometer": 64900,
"forecastedAverageGrade": 38,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "1",
"requestedDate": "2020-10-28"
},
{
"forecastDate": "2020-10-26",
"edition": "202006010",
"href": "https://uat.api.manheim.com/valuations/forecast/id/201500600174958?country=US&date=2020-10-28&orgId=jDoe&odometer=10000&color=Red&grade=30",
"valuationsId": "201500600174958",
"description": {
"year": 2015,
"make": "B M W",
"model": "3 SERIES",
"trim": "4D SEDAN 328I",
"subSeries": "328I"
},
"forecastedPricing": 9250,
"adjustedForecastPricing": {
"wholesale": 13200,
"adjustedBy": {
"Color": "RED",
"Grade": "30",
"Odometer": "10000"
}
},
"forecastedAverageOdometer": 66100,
"forecastedAverageGrade": 35,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "24",
"bestMatch": true,
"requestedDate": "2020-10-28"
},
{
"forecastDate": "2020-10-26",
"edition": "202006010",
"href": "https://uat.api.manheim.com/valuations/forecast/id/201500600175373?country=US&date=2020-10-28&orgId=jDoe&odometer=10000&color=Red&grade=30",
"valuationsId": "201500600175373",
"description": {
"year": 2015,
"make": "B M W",
"model": "3 SERIES",
"trim": "4D SEDAN 328I MSPORT",
"subSeries": "328I MSPT"
},
"forecastedPricing": 11500,
"adjustedForecastPricing": {
"wholesale": 14450,
"adjustedBy": {
"Color": "RED",
"Grade": "30",
"Odometer": "10000"
}
},
"forecastedAverageOdometer": 58500,
"forecastedAverageGrade": 29,
"odometerUnits": "miles",
"currency": "USD",
"sampleSize": "0",
"requestedDate": "2020-10-28"
}
]
},
{
"href": "https://unified-valuations-api.nonprod.datasolutions.coxautoinc.com/ManheimVehiclePricingWebService/pricing/mmr/forecast/vin/ZACCJABT1GPD23792?country=US&date=2023-09-27&zipCode=92780&odometer=9436&color=Red&grade=25",
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}Revised 8/11/2023