Law firm records

KLL Immigration Partners

Matched firm identityRecord years 2019–20212 matched name spellingsSource coverageCompare firms
Read the record summary

KLL Immigration Partners appears in 41 H-1B labor condition applications for 15 employers. The average annual offered wage is $113,004/year. These are filing wage offers, not payroll observations.

Source import recorded Sep 2, 2026

What the records contain / DOL labor condition applications

What XH1B calculates / Comparisons & modeled estimates

How to read these figures

Certified H-1B headline counts differ from the all-outcome client and recent-record lists. Median wages use records with a reported yearly wage. Mean wages and BLS comparisons use the certified filing summary. Modeled exposure is not an observed count of job losses.

Definitions & methodology

Read the firm record

Certified H-1B filing history

DOL records name KLL Immigration Partners in 41 certified H-1B LCAs with reported wages across 15 employers.

Clients and concentration

The client table contains 15 linked employer records across all LCA outcomes and visa classes.

The largest linked employer is BIAS Corporation, with 16 firm-linked filings.

The five largest clients account for 76.2% of 42 employer-linked filings.

Latest recorded filing year

Submission year 2021 records 23 filings and 23 worker requests. The latest year can be incomplete.

Recorded submissions change from 18 in 2020 to 23 in 2021 (+27.8%). Coverage can differ between years.

Client industry mix

Professional / Scientific / Tech (NAICS 54) has the most filings: 33, or 78.6% of 42 records with a usable industry code.

The leading occupation is Software Developers, Applications (SOC 15-1252), with 23 firm-linked filings.

Offered wages and BLS comparisons

The median offered wage is $95,000/year across 39 filings with positive wages reported per year. This sample includes all LCA outcomes and visa classes.

The stored model population includes 41 certified H-1B filings. The offered wage is below the BLS occupation median in 29 filings. This population also includes filings without reported wages.

The all-outcome employer-linked matched sample compares 42 unflagged filings with national BLS occupation medians as of each filing year. Records without a filing date use the latest loaded national survey. Latest benchmark year in this scope: 2021. Offered wages are below the benchmark in 19 filings. Eligible positive-wage records without a usable benchmark: 0 filings.

Navayuga Infotech LLC contributes the largest client count below BLS: 7 filings. These are source comparisons, not findings about wages paid.

Matched names and source coverage

The approved firm identity combines 2 source spellings. Raw spellings remain available in source coverage.

The recent preview contains 42 recent source records. It is not the full archive.

About these record populations

This headline excludes records flagged for data quality. LCA certification does not establish a USCIS approval, a hire, or a current vacancy.

Annual totals include H-1B filings across outcomes and exclude records flagged for data quality. Coverage can differ by year. The latest year can be incomplete.

Industry totals include all LCA outcomes and visa classes. They describe employer filings, not the location or services of the law firm.

Yearly wage percentiles and annualized client averages can use different records. A BLS comparison is a benchmark, not a legal finding or a measure of wages paid.

Source listings show a filing relationship. They do not establish who signed a filing, current firm membership, or misconduct.

Filing activity

02468101214161820222019: 1 filings; 1 workers requested2020: 18 filings; 18 workers requested2021: 23 filings; 23 workers requested2019202020212019: 12020: 182021: 23filings / worker requests
filings / worker requestsWorkers requested

Annual totals include H-1B records with all outcomes. They exclude records with data quality flags. The latest year can be incomplete. Requested workers are not confirmed hires.

Offered-wage distribution

Median offered wage
$95,000
10th percentile
$74,400
90th percentile
$145,400
$68,720$89,310$109,900$130,490$151,080$95,000annual wage

39 records with a reported yearly wage. Includes all LCA outcomes and visa classes.

Model & sources

Calculated exposure from firm-linked filings; not observed job losses

Modeled displacement exposure

47

The math
Base (1 per certified worker)
+41
Wage-gap multiplier

29 of 41 filings below BLS median

+6
Total47

. The 1.0 base rate per certified H-1B worker request is a site model assumption. Wage gap multiplier = (BLS median − offered wage) / BLS median, applied only to filings offering less than the BLS median. Related research provides context, not validation of these exact coefficients. This is a modeled estimate, not a count of actual displacements.

Exposure method v1.3 · This is a modeled worker-equivalent count.

DOL filing records

The certified headline counts H-1B filings with reported wages and excludes flagged records. The model population also includes filings without reported wages. Client, listed-name, industry, and recent-record lists include all LCA outcomes and visa classes.

Offered wages & BLS

Percentiles use positive wages reported per year. Matched means use eligible annualized wages across outcomes. Reported client means can include other wage units and large converted values. Inspect the filing status and original unit.

Matched names & listed people

Matched firm spellings combine related source records. A name in a filing does not prove current firm membership. Unresolved person names remain separate from resolved people.

Latest decision in this firm record: 2021-11-18. The header update date describes the wider dataset.

Inspect 2 matched source spellings

These are the approved member spellings or the single unresolved source name. Counts describe different certified populations. Years use the H-1B submission series. A missing value is not zero.

Source spellingCertified with wagesModel populationSubmission yearsCalculated
KLL Immigration Partners38382019–20212026-11-10
KLL Immigration Partners, LLC332021–20212026-11-10

Matched wage records: 42. Missing usable benchmarks: 0. BLS year: 2021. Calculated: 2026-10-27T08:15:21.894Z.

DOL filings can name an attorney or agent. This page groups those listed names. A listed name does not prove who signed a filing or whether anyone broke a rule. For attorneys →

Firm and client court records

A filing or a named party does not establish wrongdoing. Direct firm records require an explicit active identity match to the named court party. A lawyer listed as counsel does not make the firm a party. Client cases stay separate.

Cases naming the matched firm as a party

0 matching records

No matching records in this archive.

    Cases naming matched clients as parties

    These cases name employer records in active same-entity client groups. They are client evidence, not cases against the firm. Court coverage is limited to the archived federal dockets.

    0 matching records

    No matching records in this archive.

      Other firms in matched client records

      These links use active same-entity employer groups and active firm matches. A shared client does not establish coordination, shared ownership, or wrongdoing. Counts describe source filings, not legal bills or unique workers.

      0 matching records

      No matching records in this archive.

        Wages & industries

        Client wages use matched records. Industry totals include all outcomes. The model uses its separate certified H-1B population.

        Client industries

        • Professional / Scientific / Tech (NAICS 54)33 · 78.6%
        • Other Services (NAICS 81)2 · 4.8%
        • Manufacturing (NAICS 31)2 · 4.8%
        • Educational Services (NAICS 61)2 · 4.8%
        • Construction (NAICS 23)1 · 2.4%
        • Other sectors2 · 4.8%

        All recorded sectors with a usable industry code. Filings include all LCA outcomes and visa classes.

        42 filings with a usable industry code. All recorded sectors are included.

        Offered wages against BLS

        Matched offered mean
        $112,099
        Mean matched BLS median
        $98,193
        Offered vs BLS median
        +14%
        Filings below BLS
        71%

        The headline counts certified H-1B filings with reported wages. Matched client wage means use the same eligible source records. The model uses a separate certified population and does not measure observed job losses.

        Percentiles use positive wages reported per year. Matched means use eligible annualized wages across outcomes. Reported client means can include other wage units and large converted values. Inspect the filing status and original unit.

        Client wage comparisons

        All outcomes and visa classes; flagged records are excluded from wage comparisons. Both means use the same filings with a positive annualized offer and positive national BLS median. Each record uses its reported SOC and the latest survey at or before its filing year. Records without a filing date use the latest loaded national survey. Missing benchmarks do not count as zero gaps.

        Default order: number of individual filings below BLS. Annual shortfall sums positive benchmark minus offered wage once per filing, without multiplying by worker requests. It is not a measure of wages paid.

        Compared filings
        Navayuga Infotech LLC
        Wage sample and filing dates
        First decision
        2020-01-31
        Latest decision
        2021-10-27
        Compared filings
        10 · 0 missing benchmarks
        Annual shortfall
        $90,764
        Matched offered mean
        $97,892
        Mean BLS occupation median
        $101,463 · 2018
        Employer profile
        10100 missing benchmarks7$90,764$97,892Mean BLS median $101,463 · latest year 2018-4%
        Hall County School District
        Wage sample and filing dates
        First decision
        2020-04-16
        Latest decision
        2020-04-16
        Compared filings
        2 · 0 missing benchmarks
        Annual shortfall
        $8,802
        Matched offered mean
        $56,539
        Mean BLS occupation median
        $60,940 · 2020
        Employer profile
        220 missing benchmarksSmall sample2$8,802$56,539Mean BLS median $60,940 · latest year 2020-7%
        X-Treme Coating Technologies, Inc.
        Wage sample and filing dates
        First decision
        2020-08-27
        Latest decision
        2020-09-04
        Compared filings
        2 · 0 missing benchmarks
        Annual shortfall
        $27,900
        Matched offered mean
        $75,000
        Mean BLS occupation median
        $88,950 · 2020
        Employer profile
        220 missing benchmarksSmall sample2$27,900$75,000Mean BLS median $88,950 · latest year 2020-16%
        Canny Technology Solutions
        Wage sample and filing dates
        First decision
        2020-04-17
        Latest decision
        2020-04-17
        Compared filings
        1 · 0 missing benchmarks
        Annual shortfall
        $8,620
        Matched offered mean
        $95,000
        Mean BLS occupation median
        $103,620 · 2018
        Employer profile
        110 missing benchmarksSmall sample1$8,620$95,000Mean BLS median $103,620 · latest year 2018-8%
        C.W. Matthews Contracting Co., Inc.
        Wage sample and filing dates
        First decision
        2021-07-15
        Latest decision
        2021-07-15
        Compared filings
        1 · 0 missing benchmarks
        Annual shortfall
        $28,050
        Matched offered mean
        $60,000
        Mean BLS occupation median
        $88,050 · 2021
        Employer profile
        110 missing benchmarksSmall sample1$28,050$60,000Mean BLS median $88,050 · latest year 2021-32%
        NGROUP, Inc.
        Wage sample and filing dates
        First decision
        2021-06-16
        Latest decision
        2021-06-16
        Compared filings
        1 · 0 missing benchmarks
        Annual shortfall
        $16,548
        Matched offered mean
        $78,752
        Mean BLS occupation median
        $95,300 · 2021
        Employer profile
        110 missing benchmarksSmall sample1$16,548$78,752Mean BLS median $95,300 · latest year 2021-17%
        Passion City Church, Inc.
        Wage sample and filing dates
        First decision
        2021-09-02
        Latest decision
        2021-09-02
        Compared filings
        1 · 0 missing benchmarks
        Annual shortfall
        $14,270
        Matched offered mean
        $76,000
        Mean BLS occupation median
        $90,270 · 2018
        Employer profile
        110 missing benchmarksSmall sample1$14,270$76,000Mean BLS median $90,270 · latest year 2018-16%
        Saina Global Inc.
        Wage sample and filing dates
        First decision
        2020-04-20
        Latest decision
        2020-04-20
        Compared filings
        1 · 0 missing benchmarks
        Annual shortfall
        $14,876
        Matched offered mean
        $88,774
        Mean BLS occupation median
        $103,650 · 2020
        Employer profile
        110 missing benchmarksSmall sample1$14,876$88,774Mean BLS median $103,650 · latest year 2020-14%
        Definitions & methodology →

        Full filing history

        Client filing worksite states, not firm offices. Filing counts include all outcomes and visa classes. Worker totals and wage comparisons exclude flagged records. Unknown source states remain visible.

        Occupations in firm-linked filings

        Full-history canonical SOC groups. Counts include every outcome. Worker totals and wage comparisons exclude flagged records. Offered and BLS means use the same positive matched records. Raw SOC values remain on source records.

        OccupationFirm-linked filingsWorker requestsCompared filingsMatched offered meanMean BLS median / latest yearBelow BLS
        Software Developers, Applications (15-1252)Occupation profile
        Outcomes and wage sample
        Worker requests
        23
        Certified
        21
        Certified–withdrawn
        2
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $119,523
        Compared filings
        23
        Matched offered mean
        $115,784
        Mean BLS median / latest year
        $103,620
        Below BLS
        9
        232323$115,784$103,62020189
        Information Technology Project Managers (15-1299)Occupation profile
        Outcomes and wage sample
        Worker requests
        8
        Certified
        8
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $138,213
        Compared filings
        8
        Matched offered mean
        $134,933
        Mean BLS median / latest year
        $90,270
        Below BLS
        2
        888$134,933$90,27020182
        Industrial Engineers (17-2112)Occupation profile
        Outcomes and wage sample
        Worker requests
        3
        Certified
        2
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        1
        Other / unknown
        0
        Median offered wage
        $75,000
        Compared filings
        3
        Matched offered mean
        $76,251
        Mean BLS median / latest year
        $91,067
        Below BLS
        3
        333$76,251$91,06720213
        General and Operations Managers (11-1021)Occupation profile
        Outcomes and wage sample
        Worker requests
        2
        Certified
        2
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $88,774
        Compared filings
        2
        Matched offered mean
        $88,774
        Mean BLS median / latest year
        $102,215
        Below BLS
        2
        222$88,774$102,21520202
        Elementary School Teachers, Except Special Education (25-2021)Occupation profile
        Outcomes and wage sample
        Worker requests
        2
        Certified
        2
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $56,539
        Compared filings
        2
        Matched offered mean
        $56,539
        Mean BLS median / latest year
        $60,940
        Below BLS
        2
        222$56,539$60,94020202
        Computer and Information Systems Managers (11-3021)Occupation profile
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $185,000
        Compared filings
        1
        Matched offered mean
        $185,000
        Mean BLS median / latest year
        $159,010
        Below BLS
        0
        111$185,000$159,01020210
        Database Administrators (15-1242)Occupation profile
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $111,300
        Compared filings
        1
        Matched offered mean
        $111,300
        Mean BLS median / latest year
        $90,070
        Below BLS
        0
        111$111,300$90,07020180
        Network and Computer Systems Administrators (15-1244)Occupation profile
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $90,000
        Compared filings
        1
        Matched offered mean
        $90,000
        Mean BLS median / latest year
        $82,050
        Below BLS
        0
        111$90,000$82,05020180

        Annual filing outcomes

        Calendar year of the decision date. Counts include all outcomes and visa classes. Worker totals sum reported requests and exclude flagged records. Medians use positive annualized offered wages and exclude flagged records. Missing years are not confirmed zeroes.

        Decision yearFirm-linked filingsWorker requestsCertifiedCertified–withdrawnDeniedWithdrawnOther / unknownMedian offered wage
        2021
        Outcomes and wage sample
        Worker requests
        23
        Certified
        21
        Certified–withdrawn
        2
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $126,000
        Compared filings
        23
        Matched offered mean
        $119,879
        Mean BLS median / latest year
        $102,087
        Below BLS
        9
        2323212000$126,000
        2020
        Outcomes and wage sample
        Worker requests
        19
        Certified
        18
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        1
        Other / unknown
        0
        Median offered wage
        $94,307
        Compared filings
        19
        Matched offered mean
        $102,681
        Mean BLS median / latest year
        $93,479
        Below BLS
        10
        1919180010$94,307

        Client filing worksites

        Client filing worksite states, not firm offices. Filing counts include all outcomes and visa classes. Worker totals and wage comparisons exclude flagged records. Unknown source states remain visible.

        Worksite stateFirm-linked filingsWorker requestsCompared filingsMatched offered meanMean BLS median / latest yearBelow BLS
        Georgia (GA)
        Outcomes and wage sample
        Worker requests
        26
        Certified
        25
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        1
        Other / unknown
        0
        Median offered wage
        $122,761
        Compared filings
        26
        Matched offered mean
        $113,902
        Mean BLS median / latest year
        $97,030
        Below BLS
        10
        262626$113,902$97,030202110
        Texas (TX)
        Outcomes and wage sample
        Worker requests
        10
        Certified
        8
        Certified–withdrawn
        2
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $94,172
        Compared filings
        10
        Matched offered mean
        $108,689
        Mean BLS median / latest year
        $102,285
        Below BLS
        7
        101010$108,689$102,28520187
        Michigan (MI)
        Outcomes and wage sample
        Worker requests
        2
        Certified
        2
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $127,520
        Compared filings
        2
        Matched offered mean
        $127,520
        Mean BLS median / latest year
        $96,945
        Below BLS
        1
        222$127,520$96,94520181
        Arizona (AZ)
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $110,000
        Compared filings
        1
        Matched offered mean
        $110,000
        Mean BLS median / latest year
        $103,620
        Below BLS
        0
        111$110,000$103,62020180
        North Carolina (NC)
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $126,027
        Compared filings
        1
        Matched offered mean
        $126,027
        Mean BLS median / latest year
        $103,620
        Below BLS
        0
        111$126,027$103,62020180
        Tennessee (TN)
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $78,752
        Compared filings
        1
        Matched offered mean
        $78,752
        Mean BLS median / latest year
        $95,300
        Below BLS
        1
        111$78,752$95,30020211
        Virginia (VA)
        Outcomes and wage sample
        Worker requests
        1
        Certified
        1
        Certified–withdrawn
        0
        Denied
        0
        Withdrawn
        0
        Other / unknown
        0
        Median offered wage
        $90,000
        Compared filings
        1
        Matched offered mean
        $90,000
        Mean BLS median / latest year
        $82,050
        Below BLS
        0
        111$90,000$82,05020180

        Compare the same work and year

        Each row groups the same canonical occupation and decision calendar year. Both wage means use the same positive, unflagged offers. Each filing uses its reported SOC and the latest positive national BLS median at or before its filing year. Records without a filing date use the latest loaded national survey. All outcomes and visa classes are included.

        Decision year 2021 · SOC 15-1252 · Sorted by compared filing count. This is a sample comparison, not a ranking of firm quality.

        FirmCompared filingsBelow-BLS share
        KLL Immigration PartnersThis firmSmall sample
        Details
        Firm-linked filings
        15
        Matched offered mean
        $116,928
        Mean BLS occupation median
        $103,620
        Latest BLS year in scope
        2018
        Offered vs BLS
        12.8%
        1540.0%6 / 15
        FRAGOMEN, del REY & Bernsen & LOEWY, LLP
        Details
        Firm-linked filings
        30,766
        Matched offered mean
        $134,352
        Mean BLS occupation median
        $105,458
        Latest BLS year in scope
        2018
        Offered vs BLS
        27.4%
        30,76520.5%6,296 / 30,765
        Berry Appleman & Leiden LLP
        Details
        Firm-linked filings
        19,992
        Matched offered mean
        $146,369
        Mean BLS occupation median
        $104,499
        Latest BLS year in scope
        2018
        Offered vs BLS
        40.1%
        19,9929.3%1,862 / 19,992
        OGLETREE, DEAKINS, NASH, SMOAK, & STEWART, P.C.
        Details
        Firm-linked filings
        5,355
        Matched offered mean
        $133,228
        Mean BLS occupation median
        $104,521
        Latest BLS year in scope
        2018
        Offered vs BLS
        27.5%
        5,35516.3%874 / 5,355
        Erickson Immigration Group
        Details
        Firm-linked filings
        4,396
        Matched offered mean
        $157,879
        Mean BLS occupation median
        $105,568
        Latest BLS year in scope
        2018
        Offered vs BLS
        49.6%
        4,3965.5%243 / 4,396
        Global Immigration Associates, P.C.
        Details
        Firm-linked filings
        3,762
        Matched offered mean
        $129,877
        Mean BLS occupation median
        $104,606
        Latest BLS year in scope
        2018
        Offered vs BLS
        24.2%
        3,76122.1%833 / 3,761
        Law Office of Thomas V. ALLEN, PLLC
        Details
        Firm-linked filings
        3,057
        Matched offered mean
        $95,058
        Mean BLS occupation median
        $104,037
        Latest BLS year in scope
        2018
        Offered vs BLS
        -8.6%
        3,05783.3%2,545 / 3,057
        Seyfarth Shaw LLP
        Details
        Firm-linked filings
        2,944
        Matched offered mean
        $106,924
        Mean BLS occupation median
        $104,452
        Latest BLS year in scope
        2018
        Offered vs BLS
        2.4%
        2,94449.0%1,442 / 2,944

        Recent source records (42)

        This is a recent-record window, not the full archive. It includes all LCA outcomes and visa classes. Counts and sorting apply to this window.

        Explore full history · Recent preview

        Title · Worksite

        A negative % sits below the BLS market median; a positive % sits above.

        Questions about the data & methods

        Does KLL Immigration Partners file H-1B filings?

        Yes. KLL Immigration Partners is named on 41 H-1B labor condition applications across 15 employers, per Department of Labor disclosure records.

        How many employers use KLL Immigration Partners for H-1B filings?

        15 employers have filed H-1B filings naming KLL Immigration Partners, totaling 41 filings.

        What does KLL Immigration Partners do in the H-1B process?

        The disclosure names the firm associated with the attorney or agent on the H-1B labor condition application. This links the firm to the filing. It does not establish who signed the employer declaration or prove misconduct.

        What wage data is on record for KLL Immigration Partners's H-1B filings?

        Certified H-1B filings with reported wages have a mean annualized offered wage of $113,004. Flagged records are excluded. In the separate model-certified population, 71% offer below BLS. That population includes filings without reported wages. Offered wages are source values, not a measure of wages paid.

        How many names are listed as attorneys or agents for KLL Immigration Partners?

        The source-name table contains 1 group linked to KLL Immigration Partners. These groups can contain people, organization names, or unresolved names. A listing does not prove a signature or current firm membership.

        What worker-equivalent exposure does the model assign to filings naming KLL Immigration Partners?

        The model assigns about 47 worker-equivalent exposures to certified filings that name KLL Immigration Partners. This is not a count of documented job losses or a finding against the firm. Each employer's page shows its own breakdown.

        How can I report misconduct involving KLL Immigration Partners?

        Current or former employees, clients, and contractors can file a confidential tip on the XH1B whistleblower page. Reports are timestamped and hash-sealed on arrival, and they support investigations into H-1B program abuse.

        Public source records and site analysis. We do not attest to accuracy. Read the full disclaimer.

        Dataset guides and site methods

        1. [1] Dataset documentation · DOL OFLC. LCA public disclosure record layout (FY2026 Q3). Pages 1–4: application, DOL outcome and dates, requested positions, employer, representatives, worksites and pay unitsThis layout covers determinations issued October 1, 2025 through June 30, 2026. It documents employer-provided application fields and DOL decisions, not USCIS decisions, payroll verification, legal bills or worker-linked moves. Older layouts can differ.Checked 2026-10-17.
        2. [2] Dataset documentation · BLS. OEWS technical notes (May 2025). Scope of the survey; occupational coding; concepts and estimation methodologyDocuments occupation and geographic wage estimates, not an individual worker’s pay. Use the estimate year and geography stated by the site; older releases can differ.Checked 2026-10-17.
        3. [3] Dataset documentation · Free Law Project. PACER Data APIs: dockets, parties and attorneys. Overview; Dockets; Parties; AttorneysExplains linked docket, entry, document, party and attorney objects. Missing matches or documents are not evidence that no case or filing exists.Checked 2026-10-18.
        4. [4] XH1B method or registry · XH1B. Calculation and Matching Methods; Reading Public Records and Derived Indicators. Filing units, annualization, weighting, wage comparisons, and inference limits; Reading records: units, source coverage, wage gaps, entity links, and inference limitsThese are the site's review methods, not validated predictions of wrongdoing. Inspect underlying records and alternative explanations.
        5. [5] XH1B method or registry · XH1B. Displacement Model and Assumptions. Eligibility, requested-position weighting, scopes, WARN matching, and counting limitsModel outputs are estimates. A matched layoff notice does not prove that an H-1B worker replaced a laid-off worker.
        6. [6] XH1B method or registry · XH1B. Downstream Research and Methods. Study populations, parameter bounds, baselines, and expected outcomes; linked model card