Buying Intents
Complete reference for buying intent dataset fields — explore every option for tracking company purchase signals and technology adoption through job postings
401,806,819
Buying intent signals
9,420
Topics tracked
12,998,811
Companies
Buying intents
| Column | Type | Description | Fill Rate |
|---|---|---|---|
| company_id | str | ID of the company, meant to be used only as a join key between the company and the buying intents datasets. Will change in the future | 100.00% |
| keyword_id | int | ID of the keyword (previously called technology_id) | 100.00% |
| keyword_slug | str | Slug identifier for the keyword | 100.00% |
| company_name | str | Company name | 99.99% |
| subcategory_slug | str | Slug identifier for the topic subcategory | 100.00% |
| is_recruiting_agency | bool | Indicates if the company is a recruiting agency | 100.00% |
| confidence | str | How confident we are that the company has this buying intent | 100.00% |
| jobs | int | Total number of jobs found mentioning this keyword across all sources | 100.00% |
| jobs_last_180_days | int | Total number of jobs from the given company mentioning this keyword in the last 180 days across all sources | 100.00% |
| jobs_last_30_days | int | Total number of jobs from the given company mentioning this keyword in the last 30 days across all sources | 100.00% |
| jobs_last_7_days | int | Total number of jobs from the given company mentioning this keyword in the last 7 days across all sources | 100.00% |
| jobs_source_description | int | Number of jobs from the given company mentioning this keyword in the job description | 100.00% |
| jobs_source_description_last_180_days | int | Number of jobs from the given company mentioning this keyword in the job description in the last 180 days | 100.00% |
| jobs_source_description_last_30_days | int | Number of jobs from the given company mentioning this keyword in the job description in the last 30 days | 100.00% |
| jobs_source_description_last_7_days | int | Number of jobs from the given company mentioning this keyword in the job description in the last 7 days | 100.00% |
| jobs_source_title | int | Number of jobs from the given company mentioning this keyword in the job title | 100.00% |
| jobs_source_title_last_180_days | int | Number of jobs from the given company mentioning this keyword in the job title in the last 180 days | 100.00% |
| jobs_source_title_last_30_days | int | Number of jobs from the given company mentioning this keyword in the job title in the last 30 days | 100.00% |
| jobs_source_title_last_7_days | int | Number of jobs from the given company mentioning this keyword in the job title in the last 7 days | 100.00% |
| jobs_source_url | int | Number of jobs from the given company mentioning this keyword in the ATS URL | 100.00% |
| jobs_source_url_last_180_days | int | Number of jobs from the given company mentioning this keyword in the ATS URL in the last 180 days | 100.00% |
| jobs_source_url_last_30_days | int | Number of jobs from the given company mentioning this keyword in the ATS URL in the last 30 days | 100.00% |
| jobs_source_url_last_7_days | int | Number of jobs from the given company mentioning this keyword in the ATS URL in the last 7 days | 100.00% |
| first_date_found | date | Date when the keyword was first mentioned by the company in a job post, across all sources | 100.00% |
| last_date_found | date | Date when the keyword was last mentioned by the company in a job post, across all sources | 100.00% |
| first_date_found_source_job_description | date | Date when the job description first mentioned the keyword | 100.00% |
| last_date_found_source_job_description | date | Date when the job description last mentioned the keyword | 100.00% |
| first_date_found_source_job_title | date | Date when the job title first mentioned the keyword | 5.90% |
| last_date_found_source_job_title | date | Date when the job title last mentioned the keyword | 5.90% |
Buying intent topics
The catalog of every topic we detect, so you can map a keyword_slug in the buying intents file back to what it means and how it is categorized. It contains every keyword that is not a technology — technologies have their own catalog.
| Column | Type | Description | Fill Rate |
|---|---|---|---|
| keyword_id | int | Internal ID of the topic | 100.00% |
| name | str | Name of the topic | 100.00% |
| slug | str | Slug of the topic | 100.00% |
| url | str | URL for more information about the topic | 100.00% |
| description | str | Description of the topic | 100.00% |
| category | str | Category of the topic | 100.00% |
| category_slug | str | Slug of the category of the topic | 100.00% |
| parent_category | str | Parent category of the topic | 100.00% |
| parent_category_slug | str | Slug of the parent category of the topic | 100.00% |
| jobs | int | Number of jobs found mentioning this topic | 100.00% |
| companies | int | Number of companies mentioning this topic | 100.00% |
| companies_found_last_week | int | Number of companies found mentioning this topic in the last week | 100.00% |
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