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id string | question string | ground_truth_answer string |
|---|---|---|
0 | Which last employers have the most retired members? | MEMBER_LAST_EMPLOYER,retired_member_count
rutgers university,59518
newark public schools,59212
essex county,39121
newark city,38212
jersey city public schools,35223
state police enlisted prsnnl,34970
bergen county,29539
paterson bd of ed,27442
camden city bd of ed,24675
multiple,24138
elizabeth bd of ed,22299
toms rive... |
1 | Which town has the most community events listed? | Town,event_count
egg harbor township,21 |
2 | How much money has been disbursed versus obligated to date? | Total_Disbursed,Total_Obligated
15358014241,15372180134 |
3 | What was the gender breakdown of total enrollment by county? | COUNTY_NAME,total_male,total_female,total_enrollment
atlantic,412930.0,388739.0,801669.0
bergen,1240995.0,1168611.0,2409606.0
burlington,648393.0,614352.0,1262745.0
camden,713718.0,667716.0,1381434.0
cape may,116988.0,111144.0,228132.0
charters,336024.0,370311.0,706335.0
cumberland,245859.0,238689.0,484548.0
essex,1067... |
4 | Which municipalities are classified as statewide versus specific locations? | Municipality,classification
absecon city,Specific Location
asbury park city,Specific Location
atlantic city,Specific Location
bergenfield borough,Specific Location
berkeley township,Specific Location
brick township,Specific Location
camden city,Specific Location
cherry hill township,Specific Location
east orange city,S... |
5 | What types of expenditure categories does the state spend the most on overall? | EXPENDITURE_CATEGORY,total_expended
state aidgrantsloans,506631766249820
special purpose,126611605113904
personal services,73834491416376
capital,43188859981664
interfund transfers,39353100489776
services other than personal,23776227784008
materials and supplies,6544757590844
maintenance and fixed charges,6462146175872 |
6 | What are the top 5 vendors by disbursed amount across all projects? | Vendor,total_disbursed
ocean county,6275293958
new jersey housing and mortgage finance agency,4932254884
monmouth county,1413254441
department of human services administrative,1248424796
bergen county,1175515987 |
7 | Which counties have the most active projects in the current dataset? | County,active_projects
ocean,87
monmouth,82
atlantic,70
bergen,25
statewide,23
hudson,19
middlesex,17
cape may,7
essex,3
mercer,1
gloucester,1
union,1 |
8 | Which federal agencies are administering disaster recovery projects in New Jersey? | Federal Agency
us hud
|
9 | What types of projects were funded through this program? | Project Type
administration professional services
infrastructure dep environmental reviews un
infrastructure personnelpersonnelrelated lmi
infrastructure personnelpersonnelrelated un
infrastructure professional services lmi
infrastructure professional services un
planning
planning dep mitigation bank personnelpersonne... |
10 | What is the total number of Native American students enrolled statewide? | total_native_american_students
100688.0 |
11 | Which school had the highest total enrollment and how many were Asian students? | School Name,ROW_TOTAL,asian_students
state total,1363996.5,122256.0 |
12 | Which use category had the highest total construction costs? | Use Group Description,total_construction_cost
multiple family dwellings dormitories etc,554690106 |
13 | What is the difference between four-year and five-year graduation rates for each school? | SCHOOL_NAME,SCHOOL_CODE,DISTRICT_NAME,COUNTY_NAME,four_yr_rate,five_yr_rate,rate_difference
abraham clark high school,10,roselle boro,union,7845,8127,282
abraham clark high school,10,roselle boro,union,7450,8127,677
absegami high school,40,greater egg harbor reg,atlantic,9121,9145,24
absegami high school,40,greater egg... |
14 | Which channels have been updated most recently? | CHANNEL_ID,most_recent_update
142,
41,
206,
46,
157,
53,
32,
7,
183,
100,
136,
38,
66,
109,
13,
118,
133,
195,
111,
2,
16,
207,
199,
62,
123,
75,
128,
126,
194,
166,
99,
152,
140,
139,
193,
12,
164,
137,
208,
78,
24,
191,
217,
25,
141,
122,
186,
49,
47,
177,
20,
182,
33,
1,
106,
18,
185,
64,
215,
110,
178,
145,
55,
148... |
15 | Which authority had the highest revenue in July 2023? | AUTHORITY_NAME,july_revenue
new jersey turnpike authority,19605709000 |
16 | Which districts improved their graduation rates the most between 2014 and 2017? | DISTRICT_NAME,grad_rate_2014,grad_rate_2017,improvement
asbury park city,4926,7105,2179
trenton city,1429,3443,2014
elizabeth city,5594,7579,1985
hudson county vocational,7766,9729,1963
salem city,6944,8816,1872
jersey city,4184,6000,1816
trenton public school district,5295,7014,1719
weehawken twp,8133,9792,1659
newark... |
17 | How much money has been recouped across all social service programs? | Total_Recouped
209684400 |
18 | What is the total amount of funds that have been disbursed across all programs? | total_disbursed
3504152800 |
19 | What funding sources were used most frequently in the assistance programs? | Funding Source,frequency
cdbgdr,538 |
20 | What funding sources were used most frequently for housing initiatives? | Funding Source,frequency
cdbgdr,18894 |
21 | Which federal agencies provided the most funding for community development? | Federal Agency,total_obligated_amount
us hud,8248291472.0 |
22 | Which authority had the lowest year-to-date revenue in the most recent fiscal year? | AUTHORITY_NAME,ytd_revenue
higher education student assistance authority,0 |
23 | How many schools in each county are included in this dataset? | County Name,school_count
atlantic,6
bergen,6
burlington,10
camden,10
cape may,2
charter,11
cumberland,4
essex,18
gloucester,5
hudson,10
hunterdon,3
mercer,8
middlesex,12
monmouth,13
morris,8
ocean,8
passaic,18
salem,2
somerset,5
sussex,5
union,14
warren,2 |
24 | Which county has the highest number of community development projects? | County,project_count
essex,48 |
25 | On which date was the largest disbursement amount recorded? | As Of Date
20251231t000000 |
26 | What is the total amount of funds disbursed across all New Jersey projects? | total_disbursed
2195829672 |
27 | What is the name of the rest stop closest to the northern border of New Jersey? | NAME
montvale
|
28 | What are the different project types funded through disaster recovery programs? | Project Type
rrem lmi
rrem un
|
29 | What percentage of students in each district were eligible for free or reduced lunch? | DISTRICT,percentage_free_or_reduced_lunch
0010absecon city,9.73
0020alexandria twp,1.00
0030allamuchy twp,3.39
0040allendale boro,0.80
0060alloway twp,4.29
0070alpha boro,9.11
0080alpine boro,0.00
0090andover reg,4.29
0100asbury park city,44.85
0110atlantic city,35.12
0120atlantic co vocational,27.80
0125atlantic co sp... |
30 | How many students were enrolled in special education programs versus regular grades? | PROG_NAME,total_enrollment,number_of_records
total,5575126.0,3131
grade 9,418342.0,658
grade 7,416644.0,1238
grade 8,413946.0,1236
grade 10,405544.0,653
grade 6,403870.0,1438
grade 1,403864.0,1944
grade 5,401771.0,1817
grade 2,396646.0,1947
grade 3,394626.0,1944
grade 4,393808.0,1906
grade 11,373466.0,650
grade 12,3477... |
31 | Which schools improved the most from 4-year to 5-year graduation rates? | SCHOOL_NAME,COUNTY_NAME,DISTRICT_NAME,rate_4year,rate_5year,improvement
camden high school,camden,camden city,4661,5889,1228
school of earth and space science,passaic,paterson city,8372,9474,1102
north star academy charter schools of newark,charters,north star acad cs of newark,8667,9577,910
asbury park high school,mon... |
32 | Which applicant organization has received the most total funding across all their projects? | Applicant,total_funding
various individuals,2989849600 |
33 | What graduation rates do special populations achieve compared to general education students? | This worksheet contains one table spanning columns A through J ,Unnamed: 1,Unnamed: 2,Unnamed: 3,Unnamed: 4,Unnamed: 5,Unnamed: 6,Unnamed: 7,Unnamed: 8,Unnamed: 9
cohort 2020 4year adjusted cohort graduation rates and counts by student group,,,,,,,,,
37,sussex,3590.0,newton public school district,888.0,district,asian n... |
34 | Which New Jersey townships have the most employees with terminal leave benefits? | Township,employee_count
verona,1
little egg harbor,1
west windsor,1
south brunswick township,1
woodland park,1
monroe township,1
plainfield,1
lyndhurst,1
clifton,1
middletown,1
raritan township,1
lakewood township,1
west milford,1
south plainfield borough,1
dover,1
piscataway,1
wall township,1 |
35 | What are the top 10 industries by number of registered businesses in New Jersey? | MAJOR FIELD OF OPERATION,business_count
general construction,99
electrical contractor,81
general contractor,72
construction,67
electrical contracting,48
consulting,45
janitorial services,40
it consulting,39
real estate,36
retail cannabis dispensary,36 |
36 | How many migrant students were enrolled in each school district? | DIST_ID,District Name,total_migrant_students
10,absecon public schools,0.0
20,alexandria township school district,0.0
30,allamuchy township school district,0.0
40,allendale board of education,0.0
60,alloway twp school district,0.0
70,alpha borough public school,0.0
80,alpine elementary school district,0.0
90,andover re... |
37 | How does impervious surface area compare across different land use types in 2020? | land_use_type,count,total_impervious_acres,avg_impervious_acres,min_impervious_acres,max_impervious_acres
residential single unit medium density,16126,173885.70357527988,10.782940814540487,0.0,2058.91050836
commercialservices,30903,116528.7486692908,3.7707908186677925,0.0,371.26202224
residential high density or multip... |
38 | How many unique cities are represented in the New Jersey school database? | count
24 |
39 | Which applicant organization has received the most disaster recovery funding? | Applicant,total_disbursed
dca homeowner housing,95104040401 |
40 | What is the enrollment breakdown by gender across all districts? | Total_Male,Total_Female,Total_Enrollment
5703610.0,5380980.0,11084590.0 |
41 | How many projects were funded through CDBG-DR compared to other sources? | Funding Source,project_count
cdbgdr,123 |
42 | How many schools improved their graduation rate from 4-year to 5-year cohort? | schools_improved
1 |
43 | Which vendor has the highest year-to-date transaction amount? | VENDOR_NAME,ytd_amount
trc environmental corporation,193849409935 |
44 | How many channels fall under state-level jurisdiction compared to local jurisdiction? | JURISDICTION,channel_count
state,642
federal,21 |
45 | How many White male students were enrolled in kindergarten across all New Jersey schools? | total_white_male_kindergarten
123362.0 |
46 | What is the purpose of the 2020-2021 enrollment file worksheets? | This worksheet describes the contents of each worksheet in the
introduction
|
47 | How many state-operated versus privately-operated inspection facilities exist in New Jersey? | Type,facility_count
private inspection facility,881
emission repair facility,262
state inspection facility,25
state specialty inspection facility,3 |
48 | What was the total enrollment in each county, ranked from highest to lowest? | COUNTY_NAME,total_enrollment
state_total,2771126.0
bergen,810870.0
middlesex,723396.0
essex,716658.0
monmouth,634278.0
union,524427.0
camden,490380.0
morris,480918.0
passaic,480675.0
hudson,464313.0
ocean,456132.0
burlington,440067.0
mercer,347088.0
somerset,330987.0
gloucester,298503.0
atlantic,272789.0
cumberland,161... |
49 | Which counties are included in this New Jersey dataset? | column_name
Atlantic
Bergen
Burlington
Camden
Cape May
Cumberland
Essex
Gloucester
Hudson
Hunterdon
Mercer
Middlesex
Monmouth
Morris
Ocean
Passaic
Salem
Somerset
Sussex
Total
Union
Warren
|
50 | How has average traffic trended year-over-year from 2009 to 2021? | year,avg_traffic
2009,4282.839584389255
2010,5182.408261530664
2011,5509.560821084643
2012,4293.928535225545
2013,5227.589964521034
2014,3522.701216421693
2015,620.5268626457172
2016,5656.9472883933095
2017,6138.824125696909
2018,4558.718195641156
2019,9558.123878923767
2020,8836.046524663678
2021,6237.978139013453 |
51 | What was the average amount disbursed per grant across all records? | average_disbursed_per_grant
12616318.729927007299 |
52 | Which towns offer food pantry services? | Town
flemington
lafayette
phillipsburg
washington
|
53 | How much money has been disbursed versus obligated across all projects? | Total_Disbursed,Total_Obligated
68540044163.0,68540044163.0 |
54 | What is the total year-to-date revenue for each New Jersey agency in fiscal year 2025? | AGENCY_AUTHORITY_NAME,total_ytd_revenue
statewide,4730050054500
human services,2002578016200
labor,830671353900
treasury,586232516000
new jersey transit corporation,551965580500
community affairs,456425689000
new jersey turnpike authority,455564265200
transportation,310404011500
new jersey housing mortgage financing a... |
55 | What is the average disbursed amount per project type? | Project Type,average_disbursed_amount
other services services repair renovation and rebuildingchild care facilities,639846.122448979592 |
56 | How many projects have been completed and disbursed in New Jersey? | completed_and_disbursed_projects
5 |
57 | Which vendors did the state government spend more than $10 million with? | VENDOR_NAME
116 e hanover llc
15th st kiddie corner
1735 jersey ave llc
180 turning lives around
1st cerebral palsy of new jersey inc
200 east state llc
21 plus inc
22nd century technologies inc
24 7 enterprises llc
247 enterprises llc
3350 state st llc
360 translations
3m company
3phase excel elevator llc
3xb health l... |
58 | Which institutions have collateral pledged below their required amounts? | Entity Name,Institution Type,Valuation Date,required_collateral,collateral_pledged
1st constitution bank,bank,20171231t000000,80281,63481
1st constitution bank,bank,20180331t000000,87180,80996
1st constitution bank,bank,20191231t000000,69669,47485
1st constitution bank,bank,20210930t000000,35323,31233
affinity federal ... |
59 | What is the total number of Limited English Proficient students by county? | County Name,total_lep_students
atlantic,5070.0
bergen,15930.0
burlington,2286.0
camden,7854.0
cape may,879.0
charters,570.0
cumberland,5139.0
essex,17454.0
gloucester,813.0
hudson,24102.0
hunterdon,549.0
mercer,7818.0
middlesex,15846.0
monmouth,8469.0
morris,4623.0
ocean,4278.0
passaic,27810.0
salem,588.0
somerset,4125... |
60 | Which municipalities received the largest obligated amounts for disaster recovery? | Municipality,Total_Obligated_Amount
secaucus town,
jackson township,
belleville township,
hillside township,
toms river township,541306833.0
moonachie borough,531260685.0
atlantic city,317978124.0
brick township,244351068.0
little egg harbor township,151491673.0
berkeley township,131623293.0
lacey township,131474283.0
... |
61 | What are the top 10 members by total monthly allowances? | MEMBER_FULL_NAME,MEMBER_KEY,total_monthly_allowances
kornberg robert,44365534,2309766
finkelstein mark j,44318779,2208333
finkelstein mark j,44318779,2208333
finkelstein mark j,44318779,2208333
selser john e,44092779,2062500
doran james p,44365925,2053990
murray joseph a,578667,2032284
geisler robert k,44368935,1964550... |
62 | How many facilities are SFF facility candidates versus existing SFF facilities? | SFF Facility or Candidate,count
,10
candidate,4
facility,1 |
63 | What is the average number of hospital beds per facility type? | Facility Type,average_beds
ambulatory care facility,0E-20
ambulatory care facility satellite,0E-20
ambulatory surgical center,0.01976284584980237154
ambulatory surgical center ascst,0E-20
children rehabilitation hospital,43.0000000000000000
comprehensive outpatient rehab,0E-20
comprehensive rehabilitation hospital,73.... |
64 | How many projects were obligated versus actually disbursed? | Total_Projects,Total_Obligated,Total_Disbursed
49,31352460,31352460 |
65 | Which organizations have been audited multiple times in this dataset? | DIVISION,audit_count
police accountability,155
medicaid fraud,38
survey,9
investigations,3
audit,3 |
66 | Which county has the highest number of funded projects? | County,Number_of_Projects
ocean,702 |
67 | How many students were in the 2020 graduation cohort by demographic subgroup? | This worksheet contains one table spanning columns A through J ,Unnamed: 1,Unnamed: 2,Unnamed: 3,Unnamed: 4,Unnamed: 5,Unnamed: 6,Unnamed: 7,Unnamed: 8,Unnamed: 9
cohort 2020 4year adjusted cohort graduation rates and counts by student group,,,,,,,,,
37,sussex,3590.0,newton public school district,888.0,district,asian n... |
68 | Which vendors have been contracted for the most grant projects? | Vendor,project_count
berger hill joint venture,5
other professional services,5
cgi,4
aecom,3
thacher associates llc,2
michael baker,2
dep,2
dewberry engineers inc,2
icf international,1
nj transit oper assist,1
dep program delivery,1
new jersey sea grant consortium,1
njt transit oper assist,1
tetra tech,1
all state powe... |
69 | How many different agencies operate programs across New Jersey? | count
2 |
70 | Which members have the longest months of service? | MEMBER_FULL_NAME,MEMBER_LAST_EMPLOYER,MEMBER_FINAL_MONTHS_OF_SERVICE
pizzi richard a,berkeley heights township,844
pizzi richard a,berkeley heights township,844
pizzi richard a,berkeley heights township,844
pizzi richard a,berkeley heights township,844
pizzi richard a,berkeley heights township,844
pizzi richard a,berke... |
71 | How many schools in each county met or exceeded 90% graduation rate in 2015? | County Name,schools_meeting_90_percent
atlantic,7
bergen,7
burlington,11
camden,9
cape may,3
charter,12
cumberland,4
essex,16
gloucester,6
hudson,14
hunterdon,4
mercer,9
middlesex,13
monmouth,13
morris,9
ocean,9
passaic,18
salem,3
somerset,6
sussex,6
union,15
warren,3 |
72 | Which agency had the highest year-to-date revenue in fiscal year 2023? | AGENCY_AUTHORITY_NAME,ytd_revenue
statewide,4669720730800 |
73 | What are the top 10 most congested road segments currently? | OBJECTID,SRI,STATION,ROAD_TYPE,MP_START,MP_END,CURRENT_AA
293,00000078__,39794,interstate,51.723,53.353,194918
1156,00000078__,39795,interstate,51.398,51.723,194536
1671,00000078__,39656,interstate,49.594,50.58,191282
1162,00000080__,17448,interstate,45.334,46.301,182248
3199,00000078__,39796,interstate,50.58,51.398,17... |
74 | Which schools have websites listed in their records? | School Name,Website
medford driving school llc,httpsmedforddrivingschoolllcbusinesssite
medford driving school llc,httpsmedforddrivingschoolllcbusinesssite
right way business center driving school,httpwwwrightwaydrivecom
alpha driving school,httpsthealphadrivingschoolcom
winsor tractor trailer driving school,httpswwww... |
75 | What is the gender breakdown of White students across all schools? | white_male,white_female,white_total
3200011.0,2994084.0,6194095.0 |
76 | What is the total difference between obligated and disbursed amounts statewide? | total_difference
0 |
77 | Which New Jersey municipality received funding but has not yet disbursed it? | Municipality
island heights borough
|
78 | How many schools achieved a graduation rate above 95% in 2012? | school_count
0 |
79 | What is the average disbursed amount per project across all programs? | average_disbursed_amount
16265404.977777777778 |
80 | What information helps users navigate the 2022-2023 enrollment dataset? | This worksheet describes the contents of each worksheet in the
introduction
introduction
this fall enrollment report displays aggregated student enrollment data that is collected and validated in the fall of each school year the purpose of this document is to be a reference tool for those interested in how student enr... |
81 | How many healthcare facilities list a fax number in their contact information? | facilities_with_fax
1437 |
82 | Which building use category added the most square footage? | Use Group Description,total_square_feet
international residential code,35874680 |
83 | How has total state spending changed year over year from 2004 to 2023? | FISCAL_YEAR,total_spending
2004,588830418000
2005,632274072600
2006,675428792400
2007,681607075400
2008,733338176200
2009,730211751200
2010,731282874200
2011,731904092200
2012,696088401000
2013,655351312400
2014,731096831400
2015,712933177800
2016,693964892044
2017,711172133052
2018,658755236452
2019,506074278108
2020,... |
84 | What is the difference between obligated and disbursed amounts statewide? | total_obligated,total_disbursed,difference
493378305,493378305,0 |
85 | Which school had more male or female students overall? | SCHOOL,total_males,total_females,gender_majority
999state total,1430033,1349922,More Males
999district total,1430033,1349922,More Males
999county total,1430033,1349922,More Males
025elizabeth high,5212,5346,More Females
030clifton high,3650,3144,More Males
040old bridge high,3123,3037,More Males
010washington twp h s,2... |
86 | What was the total enrollment of male versus female students across all schools? | total_male,total_female
5644069.0,5341462.0 |
87 | What is the average occupancy rate across all LTC facilities? | average_occupancy_rate
0.72597945619067695357 |
88 | Which New Jersey town has the most organizations in this database? | Town,organization_count
jersey city,36 |
89 | How much total revenue did grants contribute across all agencies in fiscal year 2025? | total_grants_revenue
233970395600 |
90 | What are the top five vendors receiving payments for service delivery? | Vendor,total_disbursed
rutgers the state university rbhs,854449800
central jersey behavioral,362396600
community ymca,223325000
nj chapter of american academy of pediatricsnjaap,210221000
montclair state university,144000000 |
91 | What percentage of reports are from the Department of Education division? | percentage_from_education
0.00 |
92 | Which long-term care facilities in New Jersey have the most certified beds? | LTC Name,Address,Town,County,Number of Certified Beds
woodland behavioral and nursing center,99 mulford rpad,andover,sussex,543
silver healthcare center,1417 brace road,cherry hill,camden,256
phoenix center for rehabilitation and pediatrics,1433 ringwood ave,haskell,passaic,227
phoenix center for rehabilitation and ped... |
93 | How has the disbursed funding changed over time by year? | year,total_disbursed_amount
2013,16340526421
2014,2784166071
2015,965087210
2016,1113040317
2017,1735785489
2018,3442426980
2019,740669985
2020,454773120
2021,134433919
2022,353970210
2023,601905094
2024,183066636
2025,212403730 |
94 | What is the distribution of members across different retirement causes? | MEMBER_RETIREMENT_CAUSE,member_count
service,2564860
member over age 55 has chosen to take early retirement,829114
special applies to pfrs sprs only,565306
ordinary disability,344355
early retirement,316395
member has chosen deferred retirement,192958
retirement type is veteran,167129
member has retired due to accide... |
95 | How has the 3-month average balance of NJ funds changed over different valuation dates? | Valuation Date,total_3mth_avg_balance
20170930t000000,127714776
20171231t000000,140902225
20180331t000000,148989006
20180630t000000,137950170
20180930t000000,134206710
20181231t000000,146515014
20190331t000000,149434068
20190630t000000,141340128
20191231t000000,153956526
20200331t000000,157849194
20200630t000000,158762... |
96 | How many records show zero grants approved? | records_with_zero_grants
0 |
97 | How many students across New Jersey qualify for free meal assistance? | total_free_meal_students
32172663 |
98 | How many schools in each county met or exceeded 95% graduation rates? | COUNTY_NAME,schools_meeting_95_percent
bergen,47
essex,35
monmouth,30
union,29
middlesex,28
camden,23
morris,23
passaic,22
burlington,20
ocean,19
hudson,18
charters,16
mercer,15
gloucester,14
somerset,12
atlantic,11
sussex,9
salem,6
warren,6
cape may,5
hunterdon,5
cumberland,4 |
99 | Which New Jersey county has received the most obligated funding? | County,total_obligated
ocean,26849032174.0 |
End of preview.
NJ Open Data benchmark for evaluating RAG pipelines on real-world multi-modal and multi-format data pulled from the State of New Jersey's open data portal.
The NJ Open data corpus contains more than 85 mllion rows of structured CSVs, more than 25000 pages of rich PDFs, images, XMLs, json, and several other types of data pulled from over 700 sources and 23 state agencies.
The benchmark constitutes two datasets, Golden and Bronze as follows.
For both datasers, the questions were generated via asking an LLM judge to produce interesting questions that require pulling information from multiple sources to generate an answer.
| Benchmark | Metric | # Questions | Description |
|---|---|---|---|
| Golden | RAG Accuracy | 50 | Expert-verified answers that span multiple sources and modalities |
| Bronze | RAG Accuracy | 635 | LLM generated answers verified by an LLM-judge that span multiple sources and modalities |
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