DatasetsV2
Technographics Dataset
Learn about the dictionary of the Technographics Dataset.
Dictionary
column_name | type | description |
---|---|---|
company_id | str | ID of the company, meant to be used only as a join key between the company and the company_technologies datasets. Will change in the future |
keyword_id | int | ID of the technology (previously called technology_id) |
keyword_slug | str | Slug identifier for the technology (new in v2) |
company_name | str | Company name |
subcategory_slug | str | Slug identifier for the technology subcategory (new in v2) |
is_recruiting_agency | bool | Indicates if the company is a recruiting agency (new in v2) |
confidence | str | How confident we are that the company uses this technology |
jobs | int | Total number of jobs found mentioning this technology across all sources |
jobs_last_180_days | int | Total number of jobs from the given company mentioning this technology in the last 180 days across all sources |
jobs_last_30_days | int | Total number of jobs from the given company mentioning this technology in the last 30 days across all sources |
jobs_last_7_days | int | Total number of jobs from the given company mentioning this technology in the last 7 days across all sources |
jobs_source_description | int | Number of jobs from the given company mentioning this technology in the job description (new in v2) |
jobs_source_description_last_180_days | int | Number of jobs from the given company mentioning this technology in the job description in the last 180 days (new in v2) |
jobs_source_description_last_30_days | int | Number of jobs from the given company mentioning this technology in the job description in the last 30 days (new in v2) |
jobs_source_description_last_7_days | int | Number of jobs from the given company mentioning this technology in the job description in the last 7 days (new in v2) |
jobs_source_title | int | Number of jobs from the given company mentioning this technology in the job title (new in v2) |
jobs_source_title_last_180_days | int | Number of jobs from the given company mentioning this technology in the job title in the last 180 days (new in v2) |
jobs_source_title_last_30_days | int | Number of jobs from the given company mentioning this technology in the job title in the last 30 days (new in v2) |
jobs_source_title_last_7_days | int | Number of jobs from the given company mentioning this technology in the job title in the last 7 days (new in v2) |
jobs_source_url | int | Number of jobs from the given company mentioning this technology in the ATS URL (previously called jobs_source_final_url) |
jobs_source_url_last_180_days | int | Number of jobs from the given company mentioning this technology in the ATS URL in the last 180 days (new in v2) |
jobs_source_url_last_30_days | int | Number of jobs from the given company mentioning this technology in the ATS URL in the last 30 days (new in v2) |
jobs_source_url_last_7_days | int | Number of jobs from the given company mentioning this technology in the ATS URL in the last 7 days (new in v2) |
first_date_found | date | Date when the technology was first mentioned by the company in a job post, across all sources |
last_date_found | date | Date when the technology was last mentioned by the company in a job post, across all sources |
first_date_found_source_job_description | date | Date when the job description first mentioned the technology |
last_date_found_source_job_description | date | Date when the job description last mentioned the technology |
first_date_found_source_job_title | date | Date when the job title first mentioned the technology (new in v2) |
last_date_found_source_job_title | date | Date when the job title last mentioned the technology (new in v2) |
first_date_found_source_job_url | date | Date when the job ATS URL first mentioned the technology (previously called first_date_found_source_final_url) |
last_date_found_source_job_url | date | Date when the job ATS URL last mentioned the technology (previously called last_date_found_source_final_url) |
technology_rank_source_jobs | float | Rank of the technology within its category based on mentions in job postings (previously called technology_rank) |
technology_rank_180_days_source_jobs | float | Rank of the technology within its category based on mentions in job postings over the last 180 days (previously called technology_rank_180_days) |
rank_last_date_found_source_job_url | float | Rank of the technology within its category based on mentions in job ATS URLs as of the last date found (new in v2) |
rank_1_tie_source_jobs | bool | Indicates if this technology is tied for the most mentioned in its category (previously called rank_1_tie) |
rank_180_days_tie_source_jobs | bool | Indicates if this technology is tied for the most mentioned in its category over the last 180 days (previously called rank_180_days_tie) |
relative_occurrence_within_category_source_jobs | float | Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company (previously called relative_occurrence_within_category) |
relative_occurrence_within_category_180_days_source_jobs | float | Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company over the last 180 days (new in v2) |
Differences from v1.0.0
The following columns are renamed:
technology_id
→keyword_id
technology_rank
→technology_rank_source_jobs
technology_rank_180_days
→technology_rank_180_days_source_jobs
rank_1_tie
→rank_1_tie_source_jobs
rank_180_days_tie
→rank_180_days_tie_source_jobs
relative_occurrence_within_category
→relative_occurrence_within_category_source_jobs
jobs_source_final_url
→jobs_source_url
first_date_found_source_final_url
→first_date_found_source_job_url
last_date_found_source_final_url
→last_date_found_source_job_url
The following columns are added:
keyword_slug
- Slug identifier for the technologysubcategory_slug
- Slug identifier for the technology subcategoryis_recruiting_agency
- Indicates if the company is a recruiting agencyjobs_source_description_last_180_days
- Number of jobs mentioning this technology in the job description in the last 180 daysjobs_source_description_last_30_days
- Number of jobs mentioning this technology in the job description in the last 30 daysjobs_source_description_last_7_days
- Number of jobs mentioning this technology in the job description in the last 7 daysjobs_source_title
- Number of jobs mentioning this technology in the job titlejobs_source_title_last_180_days
- Number of jobs mentioning this technology in the job title in the last 180 daysjobs_source_title_last_30_days
- Number of jobs mentioning this technology in the job title in the last 30 daysjobs_source_title_last_7_days
- Number of jobs mentioning this technology in the job title in the last 7 daysjobs_source_url_last_180_days
- Number of jobs mentioning this technology in the ATS URL in the last 180 daysjobs_source_url_last_30_days
- Number of jobs mentioning this technology in the ATS URL in the last 30 daysjobs_source_url_last_7_days
- Number of jobs mentioning this technology in the ATS URL in the last 7 daysfirst_date_found_source_job_title
- Date when the job title first mentioned the technologylast_date_found_source_job_title
- Date when the job title last mentioned the technologyrank_last_date_found_source_job_url
- Rank of the technology within its category based on mentions in job ATS URLs as of the last date foundrelative_occurrence_within_category_180_days_source_jobs
- Measures the relative occurrence of this technology among other technologies in the same category, in jobs by this company over the last 180 days
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