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Technographics Dataset

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DatasetsV2

Technographics Dataset

Learn about the dictionary of the Technographics Dataset.

Dictionary

column_nametypedescription
company_idstrID 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_idintID of the technology (previously called technology_id)
keyword_slugstrSlug identifier for the technology (new in v2)
company_namestrCompany name
subcategory_slugstrSlug identifier for the technology subcategory (new in v2)
is_recruiting_agencyboolIndicates if the company is a recruiting agency (new in v2)
confidencestrHow confident we are that the company uses this technology
jobsintTotal number of jobs found mentioning this technology across all sources
jobs_last_180_daysintTotal number of jobs from the given company mentioning this technology in the last 180 days across all sources
jobs_last_30_daysintTotal number of jobs from the given company mentioning this technology in the last 30 days across all sources
jobs_last_7_daysintTotal number of jobs from the given company mentioning this technology in the last 7 days across all sources
jobs_source_descriptionintNumber of jobs from the given company mentioning this technology in the job description (new in v2)
jobs_source_description_last_180_daysintNumber 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_daysintNumber 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_daysintNumber of jobs from the given company mentioning this technology in the job description in the last 7 days (new in v2)
jobs_source_titleintNumber of jobs from the given company mentioning this technology in the job title (new in v2)
jobs_source_title_last_180_daysintNumber 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_daysintNumber 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_daysintNumber of jobs from the given company mentioning this technology in the job title in the last 7 days (new in v2)
jobs_source_urlintNumber of jobs from the given company mentioning this technology in the ATS URL (previously called jobs_source_final_url)
jobs_source_url_last_180_daysintNumber 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_daysintNumber 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_daysintNumber of jobs from the given company mentioning this technology in the ATS URL in the last 7 days (new in v2)
first_date_founddateDate when the technology was first mentioned by the company in a job post, across all sources
last_date_founddateDate when the technology was last mentioned by the company in a job post, across all sources
first_date_found_source_job_descriptiondateDate when the job description first mentioned the technology
last_date_found_source_job_descriptiondateDate when the job description last mentioned the technology
first_date_found_source_job_titledateDate when the job title first mentioned the technology (new in v2)
last_date_found_source_job_titledateDate when the job title last mentioned the technology (new in v2)
first_date_found_source_job_urldateDate when the job ATS URL first mentioned the technology (previously called first_date_found_source_final_url)
last_date_found_source_job_urldateDate when the job ATS URL last mentioned the technology (previously called last_date_found_source_final_url)
technology_rank_source_jobsfloatRank of the technology within its category based on mentions in job postings (previously called technology_rank)
technology_rank_180_days_source_jobsfloatRank 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_urlfloatRank 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_jobsboolIndicates if this technology is tied for the most mentioned in its category (previously called rank_1_tie)
rank_180_days_tie_source_jobsboolIndicates 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_jobsfloatMeasures 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_jobsfloatMeasures 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 technology
  • subcategory_slug - Slug identifier for the technology subcategory
  • is_recruiting_agency - Indicates if the company is a recruiting agency
  • jobs_source_description_last_180_days - Number of jobs mentioning this technology in the job description in the last 180 days
  • jobs_source_description_last_30_days - Number of jobs mentioning this technology in the job description in the last 30 days
  • jobs_source_description_last_7_days - Number of jobs mentioning this technology in the job description in the last 7 days
  • jobs_source_title - Number of jobs mentioning this technology in the job title
  • jobs_source_title_last_180_days - Number of jobs mentioning this technology in the job title in the last 180 days
  • jobs_source_title_last_30_days - Number of jobs mentioning this technology in the job title in the last 30 days
  • jobs_source_title_last_7_days - Number of jobs mentioning this technology in the job title in the last 7 days
  • jobs_source_url_last_180_days - Number of jobs mentioning this technology in the ATS URL in the last 180 days
  • jobs_source_url_last_30_days - Number of jobs mentioning this technology in the ATS URL in the last 30 days
  • jobs_source_url_last_7_days - Number of jobs mentioning this technology in the ATS URL in the last 7 days
  • first_date_found_source_job_title - Date when the job title first mentioned the technology
  • last_date_found_source_job_title - Date when the job title last mentioned the technology
  • rank_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 found
  • relative_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

How is this guide?

Last updated on

Technologies Dataset

Learn about the dictionary of the Technologies Dataset.

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Dictionary
Differences from v1.0.0