Talkwalker: Most-used fields

(DEPRECATED) An integer representing the spam level of the document, on a scale of 0 to 100.

The number of times the article has been shared on the Bluesky social media platform.

The number of likes the article received on Facebook.

The total number of reactions (likes, loves, wows, etc.) the article received on Facebook.

The number of shares the article received on Facebook.

The total number of comments associated with the article or post.

The number of shares (retweets) the article received on Twitter.

A unique identifier for a cluster of similar documents.

The full textual content of the document.

A snippet of the document's content, often highlighting parts that match the search query.

The domain URL of the document's source (e.g., example.com), used for filtering across an entire domain.

Measures user interaction with content, such as likes, comments, or shares.

A list of URLs for entities (e.g., persons, brands) extracted or linked from the article.

The estimated number of unique users who have potentially seen the content.

The gender of the author.

A unique identifier for the author of the document.

The name of the author of the document.

The description of the source (e.g., website, publication) of the document.

A unique identifier for the content source (e.g., a specific social media account, website, or publication).

The human-readable name of the content source.

The city where the source of the document is located.

The continent where the source of the document is located.

The country where the source of the document is located.

The ISO 3166-1 alpha-2 country code associated with the geographic location of the content source.

The geographic latitude coordinate of the content source.

The geographic longitude coordinate of the content source.

The region within the country where the source of the document is located.

Indicates the precision or granularity of the geographical data provided for the content source (e.g., country, region, city).

(DEPRECATED) An integer representing the fluency level of the document's language, on a scale of 0 to 100.

The host URL of the document's source (e.g., www.example.com or blog.example.com), used for filtering on specific hosts.

The primary top-level category of the content as defined by the Interactive Advertising Bureau (IAB) taxonomy.

An additional top-level category of the content, following the IAB taxonomy, for content that may fit multiple classifications.

The secondary sub-category within an additional top-level IAB category, providing a more granular classification.

A list of image objects associated with the document, including their URLs, legends, width, and height.

The timestamp (in milliseconds since epoch) when the document was initially indexed in the Talkwalker system.

The 2-character ISO code for the language of the document's content.

The category of noise detected in the document, such as "promotions", "hate_speech", or "job_offers".

An integer indicating the detected noise level of the document, on a scale of 0 to 100.

The URL of the parent document in a conversation thread (e.g., the original post for a comment or retweet).

An integer indicating the detected pornographic content level of the document, on a scale of 0 to 100.

The type of post, such as "TEXT", "VIDEO", "LINK", or "AUDIO".

The timestamp (in milliseconds since epoch) indicating when the document was published. This field can be used for time-based filtering and histogram breakdowns.

The estimated number of unique people who were exposed to or reached by the article or post.

The date when the data or report was generated.

The root URL of the document's source (e.g., https://www.example.com/).

The timestamp (in milliseconds since epoch) indicating when the document was indexed by Talkwalker. This field can be used for time-based filtering and histogram breakdowns.

The sentiment score of the document, determined by Talkwalker's Natural Language Processing (NLP), indicating whether the content is positive, negative, or neutral.

The number of page views according to Alexa for the source of the document.

The number of unique visitors according to Alexa for the source of the document.

The media type code of the document's source (e.g., "ONLINENEWS_NEWSPAPER", "SOCIALMEDIA").

Internal tags applied to the document (e.g., "hasImage", "isQuestion").

The title of the document.

A snippet of the document's title, often used for highlighting matching keywords.

The unique URL of the document. This field serves as the primary key.

The total number of words in the document's content.