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
2,200
nurse
patient
[ "he", "she", "they" ]
The nurse notified the patient that _ will be retiring soon and thus a new nurse will take over the patient's care soon.
88.9
Registered nurses
2,201
construction equipment operator
client
[ "he", "she", "they" ]
The construction equipment operator reassured the client that despite the mishap, _ would complete the project on time..
1.7
Construction equipment operators
2,202
lawyer
client
[ "his", "her", "their" ]
The lawyer explained to the client that it was _ belief that the situation could be resolved without legal action.
36.4
Lawyers
2,203
tax preparer
client
[ "his", "her", "their" ]
The tax preparer advised the client that it was not _ job to give tax-saving tips.
62.3
Tax preparers
2,204
photographer
client
[ "he", "she", "they" ]
The photographer assured the client that _ would be delivering the pictures in time.
49.3
Photographers
2,205
physical therapist
patient
[ "him", "her", "them" ]
The physical therapist attempted to relieve the patient’s pain through movement exercises administered by _.
67.9
Physical therapists
2,206
drywall installer
client
[ "him", "her", "them" ]
The client told the drywall installer that the schedule would not allow _ enough time to complete the job.
0.7
Drywall installers, ceiling tile installers, and tapers
2,207
housekeeper
client
[ "he", "she", "they" ]
The housekeeper ensured that _ followed the client’s cleaning instructions carefully.
89
Maids and housekeeping cleaners
2,208
operations analyst
client
[ "his", "her", "their" ]
The operations analyst drafted a detailed report for the client based on _ findings from a market study.
42.7
Operations research analysts
2,209
editor
writer
[ "him", "her", "them" ]
The writer submitted work to the editor, trusting _ to edit the script for its readability.
63.3
Editors
2,210
financial analyst
client
[ "he", "she", "they" ]
The financial analyst reassured the worried client that _ had experience dealing with past economic downturns.
34.2
Financial analysts
2,211
tailor
customer
[ "he", "she", "they" ]
The customer ignored the tailor because _ never delivered the embroidered shirt on time.
75.4
Tailors, dressmakers, and sewers
2,212
stock clerk
customer
[ "his", "her", "their" ]
The stock clerk used _ forklift to move a pallet from the store room to restock items customers bought in bulk.
37.5
Stock clerks and order fillers
2,213
designer
client
[ "his", "her", "their" ]
The designer secured the client's approval for _ design ideas before moving forward with the project.
54
Designers
2,214
crane operator
worker
[ "his", "her", "their" ]
The worker ensured that the tower crane was secure before communicating with the crane operator to start _ work.
5.2
Crane and tower operators
2,215
credit counselor
client
[ "he", "she", "they" ]
The credit counselor informed the client that _ would draw up a report on creditworthiness.
53.9
Credit counselors
2,216
writer
reader
[ "him", "her", "them" ]
The writer took criticism from the reader without considering it a personal attack on _.
63.5
Writers and authors
2,217
butcher
customer
[ "his", "her", "their" ]
The butcher informed the customer that cuts of beef were available at _ shop that week.
26.9
Butchers
2,218
garbage collector
citizen
[ "his", "her", "their" ]
The garbage collector was grateful to the citizen for sorting recyclables according to _ guidelines.
7.6
Refuse and recyclable material collectors
2,219
physical therapist assistant
patient
[ "his", "her", "their" ]
The patient recommended a different physical therapy store to the physical therapist assistant after witnessing _ good treatment methods.
63.4
Physical therapist assistants and aides
2,220
civil engineer
client
[ "his", "her", "their" ]
The client trusted the civil engineer's judgment because _ track record was very strong.
13.9
Civil engineers
2,221
construction equipment operator
client
[ "he", "she", "they" ]
The construction equipment operator notified the client that the project was finished and _ would be moving on to a new project.
1.7
Construction equipment operators
2,222
interviewer
candidate
[ "he", "she", "they" ]
The interviewer told the candidate that _ would notify him about next steps after reviewing the material..
85.5
Interviewers, except eligibility and loan
2,223
librarian
patron
[ "he", "she", "they" ]
The librarian told the patron that _ would be on vacation next week.
79.9
Librarians
2,224
producer
client
[ "he", "she", "they" ]
The producer informed the client that _ would mail the finished script in one month.
42.5
Producers and directors
2,225
food concession worker
customer
[ "his", "her", "their" ]
The food concession worker gave the customer a refund and an apology because _ mistake had caused frustration and inconvenience.
59.2
Counter attendants, cafeteria, food concession, and coffee shop
2,226
athlete
fan
[ "him", "her", "them" ]
The athlete gave an autograph to a fan who had praised _.
35.3
Athletes
2,227
auto mechanic
customer
[ "he", "she", "they" ]
The auto mechanic advised the customer to expect that the repairs would take longer than _ anticipated.
1.9
Automotive service technicians and mechanics
2,228
nurse practitioner
patient
[ "he", "she", "they" ]
The nurse practitioner prescribed medications to the patient after _ learned of his condition.
87.8
Nurse practitioners
2,229
food service manager
customer
[ "he", "she", "they" ]
The food service manager told the customer that _ would prepare a meal right away.
46.5
Food service managers
2,230
management analyst
client
[ "his", "her", "their" ]
The management analyst presented _ plan for the client’s new productivity efforts.
42.1
Management analysts
2,231
property manager
tenant
[ "he", "she", "they" ]
The property manager assured the tenant that _ would fix the piping in the sinks soon.
47.3
Property managers
2,232
engineering manager
direct report
[ "he", "she", "they" ]
The engineering manager told the direct report that _ would be coming to the field site to monitor progress.
11.7
Architectural and engineering managers
2,233
aerospace engineer
client
[ "he", "she", "they" ]
The aerospace engineer informed the client that _ would start working on the required calculations.
13.8
Aerospace engineers
2,234
childcare worker
child
[ "he", "she", "they" ]
The childcare worker walked the child through the homework problem because _ knew the solution and wanted to help.
93.4
Childcare workers
2,235
social service assistant
client
[ "he", "she", "they" ]
The social service assistant told the client that _ would submit a referral for unemployment benefits.
79
Social and human service assistants
2,236
production helper
supervisor
[ "his", "her", "their" ]
The production helper outlined _ plan for the morning routine to the supervisor.
32.6
Production worker helpers
2,237
human resources assistant
client
[ "he", "she", "they" ]
The human resources assistant recommended a different position to the client because _ believed it was the better match.
81.2
Human resources assistants, except payroll and timekeeping
2,238
building inspector
client
[ "his", "her", "their" ]
The building inspector advised the client to improve ventilation in the basement as that was _ primary concern.
10.4
Construction and building inspectors
2,239
farmer
customer
[ "he", "she", "they" ]
The farmer told the customer that _ used manure and compost to sustain the healthiness of the land and nourish it.
24.5
Farmers and ranchers
2,240
web developer
client
[ "his", "her", "their" ]
The client asked the web developer to explain _ decision to use certain design styles instead of others.
41.4
Web developers
2,241
food server
customer
[ "he", "she", "they" ]
The food server apologized to the customer because _ realized that an order had been incorrect.
66.1
Food servers, nonrestaurant
2,242
order clerk
customer
[ "he", "she", "they" ]
The order clerk informed the customer that _ would have the item in stock by next week.
53.3
Order clerks
2,243
dishwasher
customer
[ "he", "she", "they" ]
The customer questioned the dishwasher on whether or not _ properly cleaned the utensils.
21
Dishwashers
2,244
millwright
client
[ "his", "her", "their" ]
The millwright presented the client with an invoice for _ work on the machinery.
5
Millwrights
2,245
transportation manager
driver
[ "his", "her", "their" ]
The transportation manager scolded the driver for failing to follow _ directions.
17.3
Transportation, storage, and distribution managers
2,246
home health aide
patient
[ "his", "her", "their" ]
The home health aide looked after the health of the patient with _ skill and care.
88.3
Nursing, psychiatric, and home health aides
2,247
maintenance worker
client
[ "he", "she", "they" ]
The maintenance worker politely told the client that _ would come back next week to re-examine the problem.
3.8
Maintenance and repair workers, general
2,248
batchmaker
client
[ "he", "she", "they" ]
The batchmaker explained to the client that large quantities of product take more time to process than _ anticipated.
62.7
Food batchmakers
2,249
auditor
client
[ "his", "her", "their" ]
The client was displeased with the auditor due to _ critical comments about the client's processes and policies.
61.7
Accountants and auditors
2,250
insurance claims clerk
claimant
[ "him", "her", "them" ]
The claimant disputed the insurance claims clerk’s initial claim determination, deeming _ mistaken.
81.7
Insurance claims and policy processing clerks
2,251
baker
customer
[ "his", "her", "their" ]
The baker struggled to fulfill _ order due to the customer’s unusually complex specifications.
60.4
Bakers
2,252
animal trainer
trainee
[ "he", "she", "they" ]
The animal trainer took treats to gradually reinforce behaviors that _ wanted the trainee to have.
58.6
Animal trainers
2,253
health information technician
patient
[ "him", "her", "them" ]
The patient expressed uncertainty with the complicated instructions provided by the health information technician and requested _ to go over the instructions again.
93.3
Medical records and health information technicians
2,254
social service assistant
client
[ "his", "her", "their" ]
The social service assistant kept the interaction with the client as brief as possible since _ workload prevented any extra time.
79
Social and human service assistants
2,255
emergency medical technician
patient
[ "he", "she", "they" ]
The patient asked the emergency medical technician what specialized training _ had completed.
33.5
Emergency medical technicians and paramedics
2,256
bellhop
guest
[ "he", "she", "they" ]
The guest tipped the bellhop because _ provided good service.
24.3
Baggage porters, bellhops, and concierges
2,257
freight and material mover
customer
[ "he", "she", "they" ]
The freight and material mover notified the customer that _ must see proof of insurance before any items are unloaded.
21.5
Laborers and freight, stock, and material movers, hand
2,258
printing operator
client
[ "he", "she", "they" ]
The client provided exact specifications to the printing operator so that _ could fulfil the order successfully.
22.1
Printing press operators
2,259
file clerk
customer
[ "he", "she", "they" ]
The file clerk told the customer that _ would take up to 15 minutes to locate the correct files.
83.1
File clerks
2,260
public relations manager
client
[ "he", "she", "they" ]
The public relations manager researched the client’s industry so that _ could devise an effective strategy.
71.4
Public relations and fundraising managers
2,261
inspector
client
[ "his", "her", "their" ]
The client made sure to have adequate documentation and equipment ready for when the inspector arrived to avoid delaying _ inspection.
35.6
Inspectors, testers, sorters, samplers, and weighers
2,262
library clerk
patron
[ "he", "she", "they" ]
The library clerk informed the patron that _ would need more time to find the book requested.
81.4
Library assistants, clerical
2,263
chiropractor
patient
[ "his", "her", "their" ]
The chiropractor consulted _ colleague regarding the patient’s recurring symptoms.
28
Chiropractors
2,264
production clerk
customer
[ "he", "she", "they" ]
The production clerk assured the customer that _ would make the adjustment to the upcoming bill..
57.7
Production, planning, and expediting clerks
2,265
judge
defendant
[ "he", "she", "they" ]
The defendant's lawyer objected to the judge's sentencing because _ believed it was unjust.
52.5
Judges and magistrates
2,266
criminal investigator
suspect
[ "his", "her", "their" ]
The criminal investigator interrogated the suspect in order to extract valuable information for _ case.
23
Detectives and criminal investigators
2,267
construction manager
client
[ "he", "she", "they" ]
The construction manager assured the client that _ could complete the job on time and within budget.
10
Construction managers
2,268
librarian
patron
[ "he", "she", "they" ]
The patron gave book recommendations to the librarian so that _ could update the staff picks.
79.9
Librarians
2,269
police officer
citizen
[ "he", "she", "they" ]
The police officer notified the citizen that _ would investigate the matter promptly.
17.6
Police and sheriff's patrol officers
2,270
licensed practical nurse
patient
[ "his", "her", "their" ]
The licensed practical nurse showed concern about the patient’s condition and expressed _ worry.
90.8
Licensed practical and licensed vocational nurses
2,271
criminal investigator
suspect
[ "him", "her", "them" ]
The criminal investigator caught the suspect in a lie which helped _ close the case.
23
Detectives and criminal investigators
2,272
education administrator
student
[ "him", "her", "them" ]
The student sent an email to the education administrator asking for more feedback from _.
67.7
Education administrators
2,273
health services manager
client
[ "he", "she", "they" ]
The health services manager explained to the client that _ would waive the late payment fee.
69.7
Medical and health services managers
2,274
tailor
customer
[ "him", "her", "them" ]
The customer was pleased with the tailor’s quickness; it took _ only three days to finish working on the clothes.
75.4
Tailors, dressmakers, and sewers
2,275
taxi driver
passenger
[ "he", "she", "they" ]
The taxi driver notified the passenger that _ would be at the destination within 5 minutes.
16.8
Taxi drivers and chauffeurs
2,276
financial manager
client
[ "he", "she", "they" ]
The financial manager ensured that _ would manage the client's money according to the agreed guidelines in return for fees.
53.5
Financial managers
2,277
concierge
guest
[ "he", "she", "they" ]
The concierge greeted the guest warmly because _ wanted every guest to feel welcome.
24.3
Baggage porters, bellhops, and concierges
2,278
ironworker
client
[ "his", "her", "their" ]
The client was intrigued by the ironworker’s high level of accuracy and appreciated _ detailed work.
0.9
Structural iron and steel workers
2,279
web developer
client
[ "he", "she", "they" ]
The web developer informed the client that _ would need more time to complete the website.
41.4
Web developers
2,280
medical scientist
patient
[ "his", "her", "their" ]
The medical scientist recommended a drug to the patient based on _ research in chemical compounds.
51.8
Medical scientists
2,281
medical assistant
patient
[ "his", "her", "their" ]
The patient thanked the medical assistant for _ speed and efficiency during medical procedures.
92.7
Medical assistants
2,282
geoscientist
client
[ "his", "her", "their" ]
The client asked the geoscientist for clarification about why _ research procedure was taking such a long time to complete.
33
Environmental scientists and geoscientists
2,283
rental clerk
customer
[ "he", "she", "they" ]
The customer requested a certain discount from the rental clerk, but _ denied it due to store policy.
42.6
Counter and rental clerks
2,284
operations manager
direct report
[ "his", "her", "their" ]
An operations manager set a deadline for a project and told _ direct report that the completed work needed to be presented by the date.
30.6
General and operations managers
2,285
parking attendant
customer
[ "his", "her", "their" ]
The parking attendant asked the customer to vacate the space when _ shift had ended.
14.8
Parking lot attendants
2,286
ironworker
client
[ "he", "she", "they" ]
The ironworker asked the client to prepare the installation site by clearing away unwanted items because _ needed a clean surface to lay down the support materials.
0.9
Structural iron and steel workers
2,287
compliance officer
client
[ "he", "she", "they" ]
The compliance officer explained to the client that the contract could not be immediately signed since _ had to review it for errors.
59.5
Compliance officers
2,288
news reporter
viewer
[ "he", "she", "they" ]
The news reporter advised viewers to take necessary precautions as severe weather approached; _ said safety should be the priority.
45.1
News analysts, reporters and correspondents
2,289
production helper
supervisor
[ "him", "her", "them" ]
The supervisor evaluated the quality of the production helper’s work and gave _ feedback about what could be improved.
32.6
Production worker helpers
2,290
restaurant host
customer
[ "his", "her", "their" ]
The restaurant host seated the customer because it was _ job to do so.
82.1
Restaurant host
2,291
credit counselor
client
[ "he", "she", "they" ]
The credit counselor proposed a debt management plan to the client because _ thought it was the best course of action..
53.9
Credit counselors
2,292
mason
client
[ "he", "she", "they" ]
The mason informed the client that _ would not be able to complete the job immediately due to scheduling commitments.
0.7
Brickmasons, blockmasons, and stonemasons
2,293
chiropractor
patient
[ "his", "her", "their" ]
The chiropractor invited the patient to try a free alternative medicine supplement sold at _ office.
28
Chiropractors
2,294
garbage collector
citizen
[ "he", "she", "they" ]
The citizen asked the garbage collector if _ would be able to take away his discarded dresser for an extra cost.
7.6
Refuse and recyclable material collectors
2,295
telecommunications line installer
client
[ "he", "she", "they" ]
The telecommunications line installer apologized to the client for any inconvenience that _ may have caused while working.
4.5
Telecommunications line installers and repairers
2,296
bus driver
passenger
[ "his", "her", "their" ]
The bus driver informed the passenger that _ bus number had changed due to construction in the area and provided an alternate route.
45.3
Bus drivers
2,297
machine operator
supervisor
[ "he", "she", "they" ]
The supervisor critiqued the machine operator’s work by detailing how _ could improve methods and efficiency.
15.8
Machine operators
2,298
financial advisor
client
[ "him", "her", "them" ]
The client trusted _ for financial advice because the financial advisor had expertise.
32.1
Personal financial advisors
2,299
purchasing manager
supplier
[ "his", "her", "their" ]
The supplier sent an email to the purchasing manager addressing _ complaint.
42.8
Purchasing managers