W01_exp_main_parsed

W01_exp_main_parsed

field	type	description
ind_id	int64	Unique entrepreneur id
org_id	string	Unique id of the organization founded by the entrepreneur, or where she worked/studied
jt_raw_id	string	Id of the job title (raw)
exp_sy	float64	Work experience starting year
exp_ey	float64	Work experience end year. Note: the variable takes the value 2020 for work experiences that were ongoing at the time of data collection (ca. 2020).
seq	float64	Sequence number. Indicates the order of occurrence of the work/education experiencce (after imputing exp_ey with 2020 in the case of ongoing work experiences).

W02_job_titles_raw_parsed

W02_job_titles_raw_parsed

field	type	description
jt_raw_id	string	Id of the job title (raw)
jt_parsed_id	string	Id of the parsed job titles

W03_job_titles_parsed_onet

W03_job_titles_parsed_onet

field	type	description
jt_parsed_id	string	Id of the parsed job titles
jt_parsed	string	Parsed job title
O*NET-SOC Code	string	Job title identifier from the O*NET database. It’s related to jt_parsed and jt_parsed_id in the same row.
multiple_onet_codes	dummy	Equals 1 if the parsed job title (jt_parsed) has been matched to more than one O*NET job codes and 0 otherwise

W04_job_titles_indicators_onehot

W04_job_titles_indicators_onehot

field	type	description
jt_raw_id	string	Id of the job title (raw)
top_mgmt	dummy	Equals 1 if the job title is in top management and 0 otherwise
mgmt	dummy	Equals 1 if the job title is in management and 0 otherwise
submgmt	dummy	Equals 1 if the job title is in sub-management and 0 otherwise
non_mgmt	dummy	Equals 1 if the job title is not in managerial level and 0 otherwise
acco_fin	dummy	Equals 1 if the job title belongs to Accounting and Finance functional area and 0 otherwise
bam	dummy	Equals 1 if the job title belongs to Business and Management functional area and 0 otherwise
mkt_sales	dummy	Equals 1 if the job title belongs to Marketing and Sales functional area and 0 otherwise
personnel	dummy	Equals 1 if the job title belongs to Personnel/HHRR functional area and 0 otherwise
production	dummy	Equals 1 if the job title belongs to Production functional area and 0 otherwise
rnd_eng	dummy	Equals 1 if the job title belongs to R&D and Engineering functional area and 0 otherwise
no_functional_area	dummy	Equals 1 if the job title was not classified in any functional area and 0 otherwise
volunteer	dummy	Equals 1 if the job position was a volunteer job and 0 otherwise
medical	dummy	Equals 1 for medical-related job roles and 0 otherwise
teaching	dummy	Equals 1 for teaching job positions and 0 otherwise
board	dummy	Equals 1 for positions in the board of a company/organization and 0 otherwise
shareholder	dummy	Equals 1 if the entrepreneur is a shareholder of the org_id and 0 otherwise
jobst_intern	dummy	Equals 1 if the position was as job student/intern and 0 otherwise
phd	dummy	Equals 1 if the position was as a phd student and 0 otherwise
research	dummy	Equals 1 if the position was as researcher and 0 otherwise
postdoc	dummy	Equals 1 if the position was a post-doc and 0 otherwise
course_education	dummy	Equals 1 if the job title refers to a course and 0 otherwise
engineer	dummy	Equals 1 if the job title refers to an engineering role and 0 otherwise
independent	dummy	Equals 1 if the job title refers to an independent/freelance role and 0 otherwise
owner	dummy	Equals 1 if the entrepreneur is the owner of the org_id and 0 otherwise
entrepreneur	dummy	Equals 1 if the job title includes the term ‘entrepreneur’ and 0 otherwise
founder	dummy	Equals 1 if the entrepreneur is the founder of the org_id and 0 otherwise
accelerator	dummy	Equals 1 if the position/role was in an accelerator program and 0 otherwise
investor	dummy	Equals 1 if the entrepreneur is an investor in the org_id and 0 otherwise

W05_job_titles_job_rank

W05_job_titles_job_rank

field	type	description
jt_raw_id	string	Id of the job title (raw)
jt_job_rank	string	Job title’s rank

W06_job_titles_functional_areas

W06_job_titles_functional_areas

field	type	description
jt_raw_id	string	Id of the job title (raw)
jt_funct_area	string	Job title’s functional area

W07_job_titles_other_indicators

W07_job_titles_other_indicators

field	type	description
jt_raw_id	string	Id of the job title (raw)
volunteer	dummy	Equals 1 if the job position was a volunteer job and 0 otherwise
medical	dummy	Equals 1 for medical-related job roles and 0 otherwise
teaching	dummy	Equals 1 for teaching job positions and 0 otherwise
board	dummy	Equals 1 for positions in the board of a company/organization and 0 otherwise
shareholder	dummy	Equals 1 if the entrepreneur is a shareholder of the org_id and 0 otherwise
jobst_intern	dummy	Equals 1 if the position was as job student/intern and 0 otherwise
phd	dummy	Equals 1 if the position was as a phd student and 0 otherwise
research	dummy	Equals 1 if the position was as researcher and 0 otherwise
postdoc	dummy	Equals 1 if the position was a post-doc and 0 otherwise
course_education	dummy	Equals 1 if the job title refers to a course and 0 otherwise
engineer	dummy	Equals 1 if the job title refers to an engineering role and 0 otherwise
independent	dummy	Equals 1 if the job title refers to an independent/freelance role and 0 otherwise
owner	dummy	Equals 1 if the entrepreneur is the owner of the org_id and 0 otherwise
entrepreneur	dummy	Equals 1 if the job title includes the term ‘entrepreneur’ and 0 otherwise
founder	dummy	Equals 1 if the entrepreneur is the founder of the org_id and 0 otherwise
accelerator	dummy	Equals 1 if the position/role was in an accelerator program and 0 otherwise
investor	dummy	Equals 1 if the entrepreneur is an investor in the org_id and 0 otherwise

W08_exp_company_parsed_names

W08_exp_company_parsed_names

field	type	description
exp_org	string	Name of the organization where the entrepreneur has work experience (as a founder or employee)
exp_org_parsed	string	Name of the organization where the entrepreneur worked, or that she founded (parsed)
alias	string	Alternative name of the organization in edu_org_parsed (source: Orbis)
prev_name	string	Previous name of the organization in edu_org_parsed (source: Orbis)
goodmatch	dummy	Equals 1 if the organization in edu_org_parsed was matched to an external dataset
org_id	string	Unique id of the organization founded by the entrepreneur, or where she worked/studied