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Revert "Retiring Academic Knowledge content"
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.openpublishing.redirection.json

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"redirect_url": "/azure/cognitive-services/academic-knowledge/home",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/home.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/QueryExpressionSyntax.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/EntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/AffiliationEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/AuthorEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/ConferenceInstanceEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/ConferenceSeriesEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/FieldsOfStudyEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/JournalEntityAttributes.md",
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"redirect_document_id": false
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{
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"source_path": "articles/cognitive-services/academic-knowledge/PaperEntityAttributes.md",
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"redirect_document_id": false
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},
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{
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"source_path": "articles/cognitive-services/academic-knowledge/CalcHistogramMethod.md",
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"redirect_document_id": false
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"source_path": "articles/cognitive-services/academic-knowledge/EvaluateMethod.md",
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"redirect_document_id": false
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{
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"source_path": "articles/cognitive-services/academic-knowledge/InterpretMethod.md",
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"redirect_document_id": false
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"source_path": "articles/cognitive-services/academic-knowledge/SimilarityMethod.md",
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"redirect_document_id": false
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{
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"source_path": "articles/cognitive-services/entitylinking/index.md",
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"redirect_url": "/azure/cognitive-services/text-analytics",
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---
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title: Affiliation entity attributes in the Academic Knowledge API
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titlesuffix: Azure Cognitive Services
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description: Learn the attributes you can use with the Affiliation entity in the Academic Knowledge API.
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services: cognitive-services
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author: darrine
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manager: kuansanw
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ms.service: cognitive-services
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ms.subservice: academic-knowledge
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ms.topic: conceptual
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ms.date: 11/14/2019
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ms.author: darrine
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ROBOTS: NOINDEX
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---
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# Affiliation Entity
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> [!NOTE]
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> Following attributes are specific to affiliation entity. (Ty = '5')
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Name | Description | Type | Operations
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--- | --- | --- | ---
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AfN | Affiliation normalized name |String |Equals
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CC | Affiliation total citation count |Int32 |none
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DAfN | Affiliation display name |String |none
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E | Extended metadata</br></br>**IMPORTANT**: This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA) | [Extended](#extended) | None
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ECC | Affiliation total estimated citation count |Int32 |none
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Id | Entity ID |Int64 |Equals
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PC | Total number of publications written in affiliation with this entity | Int32 | None
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## Extended
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> [!IMPORTANT]
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> This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA)
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> [!IMPORTANT]
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> Support for requesting individual extended attributes by using the "E." scope, i.e. "E.DN" is being deprecated. While this is still technically supported, requesting individual extended attributes using the "E." scope will result in the attribute value being returned in two places in the JSON response, as part of the "E" object and as a top level attribute.
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Name | Description | Type | Operations
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--- | --- | --- | ---
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PC | Total number of publications written in affiliation with this entity | Int32 | None
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---
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title: Author entity attributes - Academic Knowledge API
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titlesuffix: Azure Cognitive Services
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description: Learn the attributes you can use with the Author entity in the Academic Knowledge API.
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services: cognitive-services
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author: darrine
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manager: kuansanw
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ms.service: cognitive-services
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ms.subservice: academic-knowledge
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ms.topic: conceptual
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ms.date: 11/14/2019
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ms.author: darrine
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ROBOTS: NOINDEX
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---
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# Author Entity
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> [!NOTE]
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> Following attributes are specific to author entity. (Ty = '1')
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Name | Description | Type | Operations
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--- | --- | --- | ---
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Id | Entity ID |Int64 |Equals
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AuN | Author normalized name |String |Equals
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CC | Author total citation count |Int32 |None
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DAuN | Author display name |String |None
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E | Extended metadata</br></br>**IMPORTANT**: This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA) | [Extended](#extended) | None
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ECC | Author total estimated citation count |Int32 |None
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LKA.AfId | Entity ID of the last known affiliation found for the author | Int64 | None
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LKA.AfN | Normalized name of the last known affiliation found for the author | String | None
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PC | Author total publication count | Int32 | None
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## Extended
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> [!IMPORTANT]
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> This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA)
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> [!IMPORTANT]
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> Support for requesting individual extended attributes by using the "E." scope, i.e. "E.DN" is being deprecated. While this is still technically supported, requesting individual extended attributes using the "E." scope will result in the attribute value being returned in two places in the JSON response, as part of the "E" object and as a top level attribute.
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Name | Description | Type | Operations
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--- | --- | --- | ---
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LKA.AfId | Entity ID of the last known affiliation found for the author | Int64 | None
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LKA.AfN | Normalized name of the last known affiliation found for the author | String | None
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PC | Author total publication count | Int32 | None
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---
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title: CalcHistogram method - Academic Knowledge API
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titlesuffix: Azure Cognitive Services
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description: Use the CalcHistogram method to calculate the distribution of attribute values for a set of paper entities.
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services: cognitive-services
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author: alch-msft
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manager: nitinme
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ms.service: cognitive-services
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ms.subservice: academic-knowledge
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ms.topic: conceptual
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ms.date: 03/27/2017
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ms.author: alch
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ROBOTS: NOINDEX
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---
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# CalcHistogram Method
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The **calchistogram** REST API is used to calculate the distribution of attribute values for a set of paper entities.
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**REST endpoint:**
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```
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https:// westus.api.cognitive.microsoft.com/academic/v1.0/calchistogram?
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```
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<br>
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## Request Parameters
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Name |Value | Required? |Description
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-----------|----------|--------|----------
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**expr** |Text string | Yes |A query expression that specifies the entities over which to calculate histograms.
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**model** |Text string | No |Select the name of the model that you wish to query. Currently, the value defaults to *latest*.
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**attributes** | Text string | No<br>default: | A comma-delimited list that specifies the attribute values that are included in the response. Attribute names are case-sensitive.
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**count** |Number | No<br>Default: 10 |Number of results to return.
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**offset** |Number | No<br>Default: 0 |Index of the first result to return.
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**timeout** |Number | No<br>Default: 1000 |Timeout in milliseconds. Only interpretations found before the timeout has elapsed are returned.
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## Response (JSON)
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Name | Description
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--------|---------
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**expr** |The expr parameter from the request.
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**num_entities** | Total number of matching entities.
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**histograms** | An array of histograms, one for each attribute specified in the request.
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**histograms[x].attribute** | Name of the attribute over which the histogram was computed.
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**histograms[x].distinct_values** | Number of distinct values among matching entities for this attribute.
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**histograms[x].total_count** | Total number of value instances among matching entities for this attribute.
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**histograms[x].histogram** | Histogram data for this attribute.
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**histograms[x].histogram[y].value** | A value for the attribute.
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**histograms[x].histogram[y].logprob** |Total natural log probability of matching entities with this attribute value.
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**histograms[x].histogram[y].count** |Number of matching entities with this attribute value.
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**aborted** | True if the request timed out.
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#### Example:
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```
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https:// westus.api.cognitive.microsoft.com/academic/v1.0/calchistogram?expr=And(Composite(AA.AuN=='jaime teevan'),Y>2012)&attributes=Y,F.FN&count=4
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```
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<br>In this example, in order to generate a histogram of the count of publications by year for a particular author since 2010, we can first generate the query expression using the **interpret** API with query string: *papers by jaime teevan after 2012*.
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```
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https:// westus.api.cognitive.microsoft.com/academic/v1.0/interpret?query=papers by jaime teevan after 2012
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```
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<br>The expression in the first interpretation that is returned from the interpret API is *And(Composite(AA.AuN=='jaime teevan'),Y>2012)*.
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<br>This expression value is then passed in to the **calchistogram** API. The *attributes=Y,F.FN* parameter indicates that the distributions of paper counts should be by Year and Field of Study, e.g.:
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```
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https:// westus.api.cognitive.microsoft.com/academic/v1.0/calchistogram?expr=And(Composite(AA.AuN=='jaime teevan'),Y>2012)&attributes=Y,F.FN&count=4
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```
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<br>The response to this request first indicates that there are 37 papers that match the query expression. For the *Year* attribute, there are 3 distinct values, one for each year after 2012 (i.e. 2013, 2014, and 2015) as specified in the query. The total paper count over the 3 distinct values is 37. For each *Year*, the histogram shows the value, total natural log probability, and count of matching entities.
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The histogram for *Field of Study* shows that there are 34 distinct fields of study. As a paper may be associated with multiple fields of study, the total count (53) can be larger than the number of matching entities. Although there are 34 distinct values, the response only includes the top 4 because of the *count=4* parameter.
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```JSON
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{
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"expr": "And(Composite(AA.AuN=='jaime teevan'),Y>2012)",
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"num_entities": 37,
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"histograms": [
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{
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"attribute": "Y",
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"distinct_values": 3,
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"total_count": 37,
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"histogram": [
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{
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"value": 2014,
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"logprob": -15.753,
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"count": 15
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},
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{
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"value": 2013,
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"logprob": -15.805,
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"count": 12
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},
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{
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"value": 2015,
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"logprob": -16.035,
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"count": 10
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}
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]
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},
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{
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"attribute": "F.FN",
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"distinct_values": 34,
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"total_count": 53,
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"histogram": [
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{
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"value": "crowdsourcing",
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"logprob": -15.258,
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"count": 9
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},
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{
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"value": "information retrieval",
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"logprob": -16.002,
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"count": 4
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},
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{
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"value": "personalization",
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"logprob": -16.226,
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"count": 3
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},
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{
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"value": "mobile search",
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"logprob": -17.228,
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"count": 2
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}
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]
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}
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]
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}
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```
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---
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title: Conference Instance entity attributes - Academic Knowledge API
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titlesuffix: Azure Cognitive Services
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description: Learn the attributes you can use with the Conference Instance entity in the Academic Knowledge API.
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services: cognitive-services
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author: darrine
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manager: kuansanw
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ms.service: cognitive-services
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ms.subservice: academic-knowledge
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ms.topic: conceptual
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ms.date: 11/14/2019
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ms.author: darrine
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ROBOTS: NOINDEX
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---
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# Conference Instance Entity
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> [!NOTE]
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> Following attributes are specific to conference instance entity. (Ty = '4')
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Name | Description | Type | Operations
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--- | --- | --- | ---
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CC |Conference instance total citation count |Int32 |None
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CD.D |Date of a conference instance event |Date |Equals, IsBetween
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CD.T |Title of a conference instance event |Date |Equals, IsBetween
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CIARD |Abstract registration due date of the conference instance |Date |Equals, IsBetween
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CIED |End date of the conference instance |Date |Equals, IsBetween
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CIFVD |Final version due date of the conference instance |Date |Equals, IsBetween
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CIL |Location of the conference instance |String |Equals, StartsWith
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CIN |Conference instance normalized name |String |Equals
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CINDD |Notification date of the conference instance |Date |Equals, IsBetween
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CISD |Start date of the conference instance |Date |Equals, IsBetween
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CISDD |Submission due date of the conference instance |Date |Equals, IsBetween
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DCN |Conference instance display name |String |None
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E | Extended metadata</br></br>**IMPORTANT**: This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA) | [Extended](#extended) | None
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ECC |Conference instance total estimated citation count |Int32 |None
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FN | Conference instance full name | String | None
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Id |Entity ID |Int64 |Equals
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PC | Conference instance total publication count | Int32 | None
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PCS.CN |Parent conference series name of the instance |String |Equals
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PCS.CId |Parent conference series ID of the instance |Int64 |Equals
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## Extended
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> [!IMPORTANT]
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> This attribute has been deprecated and is only supported for legacy applications. Requesting this attribute individually (i.e. attributes=Id,Ti,E) will result in all extended metadata attributes being returned in a *serialized JSON string*</br></br>All attributes contained in the extended metadata are now available as a top-level attribute and can be requested as such (i.e. attributes=Id,Ti,DOI,IA)
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> [!IMPORTANT]
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> Support for requesting individual extended attributes by using the "E." scope, i.e. "E.DN" is being deprecated. While this is still technically supported, requesting individual extended attributes using the "E." scope will result in the attribute value being returned in two places in the JSON response, as part of the "E" object and as a top level attribute.
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Name | Description | Type | Operations
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--- | --- | --- | ---
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FN | Conference instance full name | String | None
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PC | Conference instance total publication count | Int32 | None
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---
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title: Conference Series entity attributes - Academic Knowledge API
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titlesuffix: Azure Cognitive Services
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description: Learn about the attributes you can use with the Conference Series entity.
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services: cognitive-services
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author: darrine
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manager: kuansanw
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ms.service: cognitive-services
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ms.subservice: academic-knowledge
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ms.topic: conceptual
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ms.date: 11/14/2019
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ms.author: darrine
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ROBOTS: NOINDEX
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---
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# Conference Series Entity
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> [!NOTE]
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> Following attributes are specific to conference series entity. (Ty = '3')
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Name | Description | Type | Operations
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--- | --- | --- | ---
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CC |Conference series total citation count |Int32 |None
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CN |Conference series normalized name |String |Equals
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DCN |Conference series display name |String |None
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ECC |Conference series total estimated citation count |Int32 |None
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F.FId |Field of study entity ID associated with the conference series |Int64 | Equals
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F.FN |Field of study name associated with the conference series | Equals,<br/>StartsWith
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Id |Entity ID |Int64 |Equals
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PC |Conference series total publication count |Int32 | None

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