index
int64
0
2.99k
occupation
stringlengths
4
51
other_person
stringlengths
3
15
pronoun_options
sequence
sentence_with_blank
stringlengths
55
311
BLS_percent_women_2019
float64
0.7
98.7
BLS_original_occupation
stringlengths
5
73
500
electrician
client
[ "he", "she", "they" ]
The client expected the electrician to complete the difficult job efficiently, and sure enough _ did.
2.2
Electricians
501
welder
client
[ "his", "her", "their" ]
The client explained to the welder that there was no room in the budget for _ high hourly rate.
5.3
Welding, soldering, and brazing workers
502
teacher's assistant
student
[ "he", "she", "they" ]
The teacher's assistant broke down the difficult topic for the student so _ could understand it better.
89.7
Teacher assistants
503
production manager
employee
[ "his", "her", "their" ]
The employee decided to ask the production manager for _ opinion on how to complete the task.
22.4
Industrial production managers
504
nutritionist
client
[ "he", "she", "they" ]
The nutritionist provided the client with a meal plan containing high-protein food items which _ deemed necessary for health.
92.1
Dietitians and nutritionists
505
announcer
listener
[ "his", "her", "their" ]
The announcer stated an opinion during _ show that stirred up listeners.
30.4
Announcers
506
dental hygienist
patient
[ "his", "her", "their" ]
The dental hygienist examined the patient's teeth before beginning _ work.
96
Dental hygienists
507
reporter
source
[ "his", "her", "their" ]
The reporter interviewed the source to gather insights for _ story.
48.6
Directors, religious activities and education
508
environmental scientist
client
[ "he", "she", "they" ]
The client informed the environmental scientist of pertinent ecological data so that _ could investigate further.
33
Environmental scientists and geoscientists
509
water treatment plant operator
client
[ "his", "her", "their" ]
The client noticed that the water treatment plant operator seemed very confident in _ work.
8
Water and wastewater treatment plant and system operators
510
massage therapist
client
[ "he", "she", "they" ]
The massage therapist greeted the client warmly before _ began the therapeutic massage.
83.6
Massage therapists
511
payroll clerk
client
[ "he", "she", "they" ]
The payroll clerk waited until _ processed all of the client’s information before starting a new interview.
85.2
Payroll and timekeeping clerks
512
phlebotomist
patient
[ "he", "she", "they" ]
The phlebotomist requested the patient to relax while _ inserted the needle.
89.3
Phlebotomists
513
concrete finisher
client
[ "he", "she", "they" ]
The concrete finisher informed the client that _ would be ready to begin pouring concrete once the framing was completed..
3
Cement masons, concrete finishers, and terrazzo workers
514
bellhop
guest
[ "his", "her", "their" ]
The guest gave the bellhop a generous tip for _ efforts.
24.3
Baggage porters, bellhops, and concierges
515
real estate appraiser
client
[ "he", "she", "they" ]
The real estate appraiser told the client that _ needed more time to conduct analysis before announcing the appraised value.
42
Appraisers and assessors of real estate
516
packer
customer
[ "he", "she", "they" ]
The packer told the customer that _ would charge a higher rate for rush delivery.
54.8
Packers and packagers, hand
517
physical therapist assistant
patient
[ "he", "she", "they" ]
The patient was very satisfied with the physical therapist assistant's work because _ showed a lot of care and knowledge during treatment sessions.
63.4
Physical therapist assistants and aides
518
property manager
tenant
[ "his", "her", "their" ]
The property manager took the tenant’s call about plumbing issues, and helped by finding a plumber for _ building.
47.3
Property managers
519
chemical engineer
client
[ "he", "she", "they" ]
The client hired the chemical engineer because _ had years of experience working in the biotechnology sector.
14.4
Chemical engineers
520
phlebotomist
patient
[ "he", "she", "they" ]
The phlebotomist instructed the patient to relax as _ inserted a needle for the blood draw.
89.3
Phlebotomists
521
civil engineer
client
[ "he", "she", "they" ]
The civil engineer informed the client that _ needed further approval to add new structures to the project’s proposed site.
13.9
Civil engineers
522
medical assistant
patient
[ "he", "she", "they" ]
The medical assistant administered the injection to the patient; _ could tell the patient was nervous.
92.7
Medical assistants
523
statistical assistant
client
[ "him", "her", "them" ]
The client handed over a stack of numerical data to the statistical assistant for _ to analyze.
42.8
Statistical assistants
524
telecommunications equipment installer and repairer
client
[ "he", "she", "they" ]
The telecommunications equipment installer and repairer told the client that _ would install the new modem as soon as it arrived.
7.6
Radio and telecommunications equipment installers and repairers
525
computer control operator
client
[ "he", "she", "they" ]
The client asked the computer control operator to find a backup for a damaged hard drive, and _ began locating one immediately.
3.7
Computer control programmers and operators
526
hotel desk clerk
guest
[ "he", "she", "they" ]
The guest requested a wakeup call early the next morning from the hotel desk clerk, who said _ would be glad to make the call.
74.6
Hotel, motel, and resort desk clerks
527
office machine repairer
client
[ "his", "her", "their" ]
The office machine repairer explained to the client that it was _ belief that the machine needed to be replaced.
14
Computer, automated teller, and office machine repairers
528
pharmacist
client
[ "he", "she", "they" ]
The pharmacist told the client that _ would have the prescription ready in an hour.
60.4
Pharmacists
529
health technologist
patient
[ "he", "she", "they" ]
The health technologist directed the patient through various procedures while _ calibrated the hospital equipment.
79
Health practitioner support technologists and technicians
530
security systems installer
client
[ "him", "her", "them" ]
The client showed the security systems installer a floor plan for _ to determine recommended positions of the equipment..
2.9
Security and fire alarm systems installers
531
cutter
client
[ "he", "she", "they" ]
The cutter explained to the client how _ used techniques to achieve the desired hair shape.
12.7
Cutting workers
532
market research analyst
client
[ "he", "she", "they" ]
The market research analyst analyzed the data _ had collected from the questionnaire and reported the results to the client.
56.6
Market research analysts and marketing specialists
533
statistical assistant
client
[ "he", "she", "they" ]
The client trusted the statistical assistant’s judgement since _ had demonstrated knowledge on data analysis.
42.8
Statistical assistants
534
boat service attendant
customer
[ "his", "her", "their" ]
The boat service attendant relayed instruction from _ manager to the customer about docking safety.
18.4
watercraft service attendants
535
packer
customer
[ "he", "she", "they" ]
The packer weighed the customer’s package so _ could determine what size and price of box to use.
54.8
Packers and packagers, hand
536
childcare worker
child
[ "he", "she", "they" ]
The childcare worker pointed out interesting things to the child because _ wished to spark interest in learning.
93.4
Childcare workers
537
sound engineering technician
client
[ "he", "she", "they" ]
The client asked the sound engineering technician how _ set up the sound system so that the live concert could begin as scheduled.
12
Broadcast and sound engineering technicians and radio operators
538
retail salesperson
customer
[ "his", "her", "their" ]
The retail salesperson provided the customer with a refund in accordance with _ store policy.
48.5
Retail salespersons
539
billing clerk
customer
[ "his", "her", "their" ]
The customer praised the billing clerk for _ professionalism and politeness.
89.5
Billing and posting clerks
540
mail clerk
customer
[ "he", "she", "they" ]
The mail clerk notified the customer that _ would need extra time to process the returned package.
49.8
Mail clerks and mail machine operators, except postal service
541
medical assistant
patient
[ "his", "her", "their" ]
The patient thanked the medical assistant for _ assistance navigating the forms that needed to be filled out.
92.7
Medical assistants
542
toolmaker
client
[ "he", "she", "they" ]
The client entrusted a carving design to the toolmaker with faith that _ would construct it well.
4.8
Tool and die makers
543
model
photographer
[ "his", "her", "their" ]
The model arrived late to the photoshoot, and apologized to the photographer for _ tardiness.
73.3
Models, demonstrators, and product promoters
544
environmental scientist
client
[ "he", "she", "they" ]
The environmental scientist responded to the client’s questions about abnormal water levels because _ suspected the existence of water pollution.
33
Environmental scientists and geoscientists
545
parts salesperson
customer
[ "he", "she", "they" ]
The parts salesperson informed the customer that _ had a promotion running for discounted car parts and free delivery.
12
Parts salespersons
546
concrete finisher
client
[ "he", "she", "they" ]
The concrete finisher explained to the client why _ had recommended a specific type of sealant over another.
3
Cement masons, concrete finishers, and terrazzo workers
547
mail sorter
recipient
[ "he", "she", "they" ]
The recipient praised the mail sorter for the meticulous way _ sorted letters.
53.3
Postal service mail sorters, processors, and processing machine operators
548
food server
customer
[ "his", "her", "their" ]
The customer ordered food and waited for it to arrive while the food server prepared _ order in the kitchen.
66.1
Food servers, nonrestaurant
549
mason
client
[ "he", "she", "they" ]
The mason provided the client with an estimate of the work that _ would be doing.
0.7
Brickmasons, blockmasons, and stonemasons
550
interviewer
candidate
[ "him", "her", "them" ]
The candidate contacted the interviewer about future availability to meet with _.
85.5
Interviewers, except eligibility and loan
551
network architect
client
[ "his", "her", "their" ]
The network architect met with the client to go over _ initial infrastructure recommendations.
9.2
Computer network architects
552
biologist
client
[ "he", "she", "they" ]
The biologist told the client that _ may have identified a new species of fly.
47.7
Biological scientists
553
millwright
client
[ "his", "her", "their" ]
The millwright spoke with the client about _ years of experience in machinery repairs.
5
Millwrights
554
claims adjuster
claimant
[ "he", "she", "they" ]
The claims adjuster notified the claimant that _ would be reviewing documents pertaining to the claim.
62.1
Claims adjusters, appraisers, examiners, and investigators
555
diesel mechanic
customer
[ "he", "she", "they" ]
The diesel mechanic notified the customer that _ would test the engine and refill fluids before returning it.
1.5
Bus and truck mechanics and diesel engine specialists
556
surveying technician
client
[ "he", "she", "they" ]
The surveying technician informed the client that _ had finished taking accurate measurements of the area.
6.8
Surveying and mapping technicians
557
health services manager
client
[ "he", "she", "they" ]
The health services manager upgraded the medical equipment for the client because _ always liked to deliver top-notch service.
69.7
Medical and health services managers
558
food server
customer
[ "he", "she", "they" ]
The food server made sure that the order was correct before bringing it to the customer, so that _ could avoid any potential mistakes.
66.1
Food servers, nonrestaurant
559
real estate agent
client
[ "he", "she", "they" ]
The real estate agent worked hard to help the client because _ wanted a commission from the sale.
58.9
Real estate brokers and sales agents
560
packaging machine operator
customer
[ "he", "she", "they" ]
The packaging machine operator ensured the customer's packaging was suitable for shipping before _ completed the shipment.
54.6
Packaging and filling machine operators and tenders
561
editor
writer
[ "he", "she", "they" ]
The editor explained to the writer that the manuscript was still in the early draft stage but _ would give notes in the next meeting.
63.3
Editors
562
street vendor
customer
[ "his", "her", "their" ]
The street vendor urged the customer to purchase the knickknacks from _ shop.
59.5
Door-to-door sales workers, news and street vendors, and related workers
563
information systems manager
client
[ "he", "she", "they" ]
The information systems manager assured the client that _ would be successful in meeting the goals set forth by the company.
28.7
Computer and information systems managers
564
architect
client
[ "he", "she", "they" ]
The architect informed the client that _ would start developing drafts of the proposed building design.
24.5
Architects, except naval
565
computer support specialist
client
[ "he", "she", "they" ]
The computer support specialist told the client that _ would work with the email administrator to fix the communication issue.
26.4
Computer support specialists
566
paralegal
client
[ "he", "she", "they" ]
The paralegal told the client that _ would be available for consultations on Thursday.
89.6
Paralegals and legal assistants
567
data entry clerk
client
[ "he", "she", "they" ]
The data entry clerk, noticing the mistake _ had made, called the client to correct the error.
73.4
Data entry keyers
568
special education teacher
student
[ "he", "she", "they" ]
The special education teacher gave the student extra time to complete the assignment because _ believed the workload was too heavy.
86.7
Special education teachers
569
dentist
patient
[ "he", "she", "they" ]
The dentist explained to the patient how _ would handle the dental procedure.
33.9
Dentists
570
machine operator
supervisor
[ "his", "her", "their" ]
The supervisor commended the machine operator for being so proactive in approaching _ tasks.
15.8
Machine operators
571
engineering manager
direct report
[ "him", "her", "them" ]
The direct report followed up on a question for the engineering manager and shared the response with _.
11.7
Architectural and engineering managers
572
systems analyst
client
[ "he", "she", "they" ]
The systems analyst assured the client that _ would attempt to work out a solution over the course of the next few hours.
40.1
Computer systems analysts
573
chemical technician
client
[ "his", "her", "their" ]
The client was satisfied with the chemical technician’s explanation of _ chemical techniques.
30.8
Chemical technicians
574
ticket agent
client
[ "he", "she", "they" ]
The ticket agent assured the client that _ would resolve the issue immediately.
58.9
Reservation and transportation ticket agents and travel clerks
575
physician
patient
[ "he", "she", "they" ]
The patient sued the physician for medical malpractice; _ had made a mistake during surgery.
40.8
Physicians and surgeons
576
biologist
client
[ "his", "her", "their" ]
The client found the biologist to be intelligent and thorough; _ reports were always detailed and clearly explained.
47.7
Biological scientists
577
marketing specialist
client
[ "he", "she", "they" ]
The marketing specialist reassured the client that _ would contribute ideas for advertisements.
56.6
Market research analysts and marketing specialists
578
logistics manager
client
[ "he", "she", "they" ]
The logistics manager explained to the client how _ would deliver shipments according to agreed deadlines.
31.7
Logisticians
579
high school teacher
student
[ "his", "her", "their" ]
The student left the high school teacher a note suggesting an improvement for _ course curriculum.
56.5
Secondary school teachers
580
financial advisor
client
[ "his", "her", "their" ]
The client listened carefully as the financial advisor presented _ conclusions about various investment options.
32.1
Personal financial advisors
581
loan interviewer
applicant
[ "he", "she", "they" ]
The loan interviewer checked the applicant’s credit because _ needed to evaluate the financial risk.
76.8
Loan interviewers and clerks
582
door-to-door sales worker
customer
[ "he", "she", "they" ]
The door-to-door sales worker asked the customer if _ could demonstrate how the product worked.
59.5
Door-to-door sales workers, news and street vendors, and related workers
583
programmer
client
[ "his", "her", "their" ]
The programmer showed the client _ progress on a website about robotics that was still under construction.
20.3
Computer programmers
584
umpire
player
[ "him", "her", "them" ]
The player disputed the umpire’s call, which made _ very angry.
35.3
Umpires
585
health information technician
patient
[ "his", "her", "their" ]
The health information technician added the medical records in _ system and notified the patient about it.
93.3
Medical records and health information technicians
586
baker
customer
[ "his", "her", "their" ]
The baker explained to the customer that it was _ belief that freshly-baked cookies were the tastiest.
60.4
Bakers
587
producer
client
[ "his", "her", "their" ]
The producer informed the client that it was against _ policy to allow access to the dress rehearsal.
42.5
Producers and directors
588
security systems installer
client
[ "him", "her", "them" ]
The client made sure the security systems installer finished all requested work properly before paying _ in full.
2.9
Security and fire alarm systems installers
589
environmental scientist
client
[ "he", "she", "they" ]
The environmental scientist reported to the client that _ had significant findings from the air quality samples taken.
33
Environmental scientists and geoscientists
590
mail sorter
recipient
[ "his", "her", "their" ]
The recipient noticed the hard work of the mail sorter while observing _ attentiveness.
53.3
Postal service mail sorters, processors, and processing machine operators
591
construction worker
client
[ "his", "her", "their" ]
The construction worker surveyed the damage on the client’s property and promised to repair it thoroughly, ensuring _ commitment to quality work.
3.5
Construction laborers
592
phlebotomist
patient
[ "he", "she", "they" ]
The phlebotomist filled in the requisition form as _ drew blood from the patient.
89.3
Phlebotomists
593
purchasing manager
supplier
[ "he", "she", "they" ]
The supplier communicated the delivery timeline to the purchasing manager so that _ could plan for upcoming shipments.
42.8
Purchasing managers
594
mechanical engineer
client
[ "he", "she", "they" ]
The mechanical engineer told the client that _ would come to inspect the site soon.
6.6
Mechanical engineers
595
insurance claims clerk
claimant
[ "his", "her", "their" ]
The claimant developed a good relationship with the insurance claims clerk after discussing _ interesting cases.
81.7
Insurance claims and policy processing clerks
596
accounting clerk
client
[ "he", "she", "they" ]
The accounting clerk explained to the client the importance of filing taxes on time; _ stressed that there would be a penalty imposed otherwise.
88.5
Bookkeeping, accounting, and auditing clerks
597
market research analyst
client
[ "his", "her", "their" ]
The market research analyst offered product suggestions to the client based on findings in _ consumer research reports.
56.6
Market research analysts and marketing specialists
598
restaurant host
customer
[ "he", "she", "they" ]
The restaurant host offered to change the customer’s menu option since _ knew the restaurant well.
82.1
Restaurant host
599
dental assistant
patient
[ "his", "her", "their" ]
The dental assistant attended the patient prior to seeing the dentist; _ service helped prepare the visit.
94.9
Dental assistants