From 9edfd1b9f54ac35dda005acc8d8109023c1f8dc4 Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Fri, 17 Jul 2026 11:08:44 +0100 Subject: [PATCH 1/6] Add J2J sex-x-age and J2JOD origin-x-destination firm-size extracts Second-wave external references for workstream B (flagged in PR #223's method findings), ahead of the C3 lock: - data/external/j2j_us_sexage_2015on.csv (gate E2): national J2J flows by sex x age group, LEHD R2026Q1 flat file (the sa tabulation -- LEHD's "se" is sex x education), oslp ownership, 2015Q1-2025Q1. All-industry margin only: the full sector detail would breach the 1 MB extract cap. - data/external/j2jod_us_firmsize_od_2015on.csv (gate E11): national J2J flows by origin x destination firm size via the LED Extraction Tool query API (the flat J2JOD files publish only the one-sided margins; the Census data API still requires a key). Full 5 x 5 detail is published for 2015Q1-2016Q1 only -- later quarters are suppressed (status flag 11, a state coverage gap blocks the national aggregate) and carry the margins only. The fetch script pins the new raw sha256s and the LED query + response digest; provenance entries 5-6 document release (R2026Q1, V4.14.0), scope, and the jobs-not-persons / ownership / margin caveats. Loaders with label/flag validation and pinning tests follow the existing extract pattern; existing extracts rebuild byte-identically. Co-Authored-By: Claude Fable 5 --- data/external/employer_firm_target_sources.md | 85 +- data/external/j2j_us_sexage_2015on.csv | 1108 +++++++++++++ data/external/j2jod_us_firmsize_od_2015on.csv | 1477 +++++++++++++++++ scripts/fetch_employer_firm_targets.py | 215 +++ src/populace_dynamics/firms/targets.py | 151 +- tests/test_firms_targets.py | 132 ++ 6 files changed, 3157 insertions(+), 11 deletions(-) create mode 100644 data/external/j2j_us_sexage_2015on.csv create mode 100644 data/external/j2jod_us_firmsize_od_2015on.csv diff --git a/data/external/employer_firm_target_sources.md b/data/external/employer_firm_target_sources.md index 5b2d1c76..66f9cdce 100644 --- a/data/external/employer_firm_target_sources.md +++ b/data/external/employer_firm_target_sources.md @@ -1,6 +1,6 @@ # Employer-firm target extract provenance -Provenance sidecar for the four committed aggregate extracts that +Provenance sidecar for the committed aggregate extracts that feed the employer-firm extension's calibration targets and gate references (E1/E2/E7/E11/E12; issue #192, ADR 0003, workstream B). All are small, tidy derivatives of published public aggregate files — @@ -92,5 +92,84 @@ are keyless and authoritative. firm-size-coded contribution as published. 2025Q1 firm-size cells are suppressed in this release (status flag 5) and load as NaN. - **Unit caveat:** job counts, as for QWI. Origin-x-destination - size-ladder flows (E11's J2JOD reference) are a later, separate - extract. + size-ladder flows are in `j2jod_us_firmsize_od_2015on.csv` (entry + 6 below). + +## 5. `j2j_us_sexage_2015on.csv` — J2J flows by sex x age group + +Fetched on **2026-07-17** (extracts 5 and 6 are the second wave, +flagged in PR #223's method findings; same fetch script). + +- **Source URL:** https://lehd.ces.census.gov/data/j2j/R2026Q1/us/j2j/j2j_us_sa_f_gn_ns_oslp_u.csv.gz + (release-stamped, not `latest_release`; see the QWI note above) +- **Release:** R2026Q1, V4.14.0 (`version_j2j.txt`: J2J US + 2000:2-2025:1, `j2jpu_us_20260312_1118`); sex x age worker detail + (`sa`), no firm characteristics (`f`), not seasonally adjusted, + state/local/private ownership (`oslp`) +- **Raw sha256:** `0e043fc8796bd3e11231ff6d174fdfebed926c9d40da4f069a3ad31eed55aba0` +- **Transformation:** pure row/column filter, no re-aggregation: + the all-industry margin (`industry == "00"`) only, the full + sex (0/1/2) x age (A00-A08) grid margins included, 2015Q1 onward; + 12 flow measures with status flags. The full NAICS-sector detail + would breach the 1 MB extract cap, so it is not committed; the + raw sector file stays available at the pinned URL. Sex and + age-group labels joined from the LEHD schema + (https://lehd.ces.census.gov/data/schema/latest/label_agegrp.csv, + sha256 `eb478c6eda6c12a57609afaf89bbb42dd4d9fb2ee883f6dd0399fb717b27889b`). +- **Naming caveat:** the age x sex tabulation is LEHD's `sa` + crossing; LEHD's `se` crossing is sex x *education* (the gate-E2 + registration's "se" shorthand refers to sex x age, i.e. `sa`). +- **Unit caveats:** job counts, not persons (see the QWI entry); + ownership is `oslp` here versus `op` for the QWI extract, so + levels are not directly comparable across the two. 2025Q1 + separation-side measures carry status flag -1 (not computable + until the next quarter is released) and load as NaN. + +## 6. `j2jod_us_firmsize_od_2015on.csv` — J2J flows by origin x destination firm size + +- **Source:** LED Extraction Tool query API, + https://ledextract.ces.census.gov (POST the pinned JSON request in + `scripts/fetch_employer_firm_targets.py` to `/j2j/download`, then + GET `/j2j/download.csv?` from the 303 redirect). + The LEHD flat J2JOD files (`j2jod_us_d_fs_*`) publish only the + one-sided firm-size margins — the full origin x destination cross + is not in any flat file — and the Census data API + (`api.census.gov`) still requires a key (probed 2026-07-17), so + the LED Extraction Tool is the pinned keyless source. +- **Release:** R2026Q1, V4.14.0 (the tool's `/j2j/schema` reports + V4.14.0; matches `version_j2jod.txt` for R2026Q1: J2JOD US + 2000:2-2025:1, `j2jodpu_us_20260312_1118`); national, all + industries, not + seasonally adjusted, ownership A00 (state/local government plus + private — the tool's reported `ownercode`; equivalent to `oslp`) +- **Fetched-CSV sha256:** `adbd16e2c23ee3a87a22c5f6520eca37b09f8036131d4147c081c89d6a5a867f` + (the query was repeated at fetch time and is byte-stable). The + tool serves the *current* release only, so this pin breaks loudly + when LEHD rotates to R2026Q2; re-pin deliberately and update this + entry. +- **Transformation:** column subset and sort only, no + re-aggregation: the full 6 x 6 firm-size grid (codes 0-5 on both + origin and destination sides), 2015Q1-2025Q1 (ordinal quarters + 8060-8100), six flow measures (EE, AQHire, J2J = EE + AQHire, and + their stable variants) with status flags. +- **Detail-window caveat (important for E11):** the full 5 x 5 + origin x destination detail is released only for + **2015Q1-2016Q1**; from 2016Q2 on every national detail cell + carries status flag 11 ("aggregate of cells not released because + component cells do not meet publication standards") and loads as + NaN. The tool aggregates the state-level OD tabulations to the + national level, and a state coverage gap from 2016Q2 blocks the + aggregate; the same suppression governs the J2J Explorer, so no + keyless public source carries the later cross. The one-sided + margins (code 0 on either axis) remain published through 2025Q1. + E11's origin x destination shape reference is therefore the + 2015Q1-2016Q1 window; later quarters constrain the margins only. +- **Margin caveat:** the code-0 margins are the tool's aggregates of + the firm-size-coded tabulation (status flag 10/12), so they sit + slightly below the flat-file `d_fs` margins, which include + public-sector flows (firm size "N"): e.g. 2015Q1 all-size EE is + 3,985,308 here versus 3,988,566 in `j2jod_us_d_fs_gn_n_oslp_u`. + Detail cells that fail publication standards (status flag 11) + load as NaN — common in the small-x-large corners. +- **Unit caveat:** job counts, as for QWI/J2J; firm size is + administrative national March employment on both sides. diff --git a/data/external/j2j_us_sexage_2015on.csv b/data/external/j2j_us_sexage_2015on.csv new file mode 100644 index 00000000..2d7e685f --- /dev/null +++ b/data/external/j2j_us_sexage_2015on.csv @@ -0,0 +1,1108 @@ +year,quarter,sex,sex_label,agegrp,agegrp_label,MainB,MainE,MHire,MSep,EEHire,EESep,AQHire,AQSep,J2JHire,J2JSep,NEHire,ENSep,sMainB,sMainE,sMHire,sMSep,sEEHire,sEESep,sAQHire,sAQSep,sJ2JHire,sJ2JSep,sNEHire,sENSep +2015,1,0,All Sexes,A00,All Ages (14-99),124416927,124811536,12057838,11382638,3988566,3988775,1940867,2000330,5929433,5984392,7354230,6967042,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A01,14-18,2418446,2708674,803857,498244,125835,125836,69571,111019,195405,237630,652005,362195,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A02,19-21,5428713,5547322,1361219,1199800,415690,415720,202154,283825,617844,699582,862805,744992,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A03,22-24,7459783,7555110,1413374,1269417,509608,509636,236218,262074,745827,771388,807513,712703,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A04,25-34,27382001,27472706,3187552,3015405,1217370,1217439,539381,554603,1756752,1770826,1774127,1685338,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A05,35-44,26554573,26649869,2146050,2004296,775670,775696,365989,342868,1141658,1117698,1242179,1147893,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A06,45-54,27520148,27566951,1721033,1641703,580367,580417,304012,264308,884379,842793,1036693,991121,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A07,55-64,20859090,20689387,1015156,1174179,287519,287540,173110,140944,460629,427478,667345,838271,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,0,All Sexes,A08,65-99,6794173,6621516,409597,579593,76506,76492,50433,40690,126939,116997,311563,484529,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A00,All Ages (14-99),62895777,63149879,6336804,5965112,2133477,2133602,1077565,1091846,3211043,3222119,3881726,3628906,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A01,14-18,1095711,1244379,386187,231602,54872,54875,32904,51267,87776,106483,321270,172767,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A02,19-21,2621485,2697078,690300,597728,206030,206052,106825,145142,312855,351344,450568,375293,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A03,22-24,3669530,3729404,723240,644772,256526,256545,127258,140023,383783,396461,426986,367241,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A04,25-34,13984934,14053390,1705473,1600796,662469,662525,303473,309222,965943,970919,951765,883726,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A05,35-44,13661887,13707903,1148546,1082304,432326,432327,208360,193305,640686,624870,656350,610265,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A06,45-54,13945346,13967550,914839,879347,318431,318454,171490,148826,489920,465930,549260,527167,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A07,55-64,10403974,10321350,545840,623532,160301,160308,98604,81033,258905,240702,357024,439787,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,1,Male,A08,65-99,3512909,3428824,222379,305030,42523,42516,28651,23027,71174,65410,168503,252660,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A00,All Ages (14-99),61521150,61661657,5721034,5417527,1855089,1855174,863302,908485,2718391,2762273,3472504,3338136,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A01,14-18,1322735,1464295,417670,266642,70963,70961,36666,59752,107629,131146,330736,189428,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A02,19-21,2807228,2850244,670919,602072,209661,209668,95329,138683,304989,348239,412237,369700,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A03,22-24,3790253,3825706,690135,624646,253083,253090,108960,122051,362043,374928,380526,345462,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A04,25-34,13397067,13419316,1482079,1414609,554901,554914,235908,245381,790809,799907,822362,801612,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A05,35-44,12892686,12941966,997504,921992,343344,343368,157629,149563,500972,492828,585828,537628,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A06,45-54,13574801,13599402,806194,762356,261936,261964,132523,115482,394459,376863,487433,463954,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A07,55-64,10455116,10368037,469316,550646,127218,127232,74505,59911,201723,186776,310322,398483,1,1,1,1,1,1,1,1,1,1,1,1 +2015,1,2,Female,A08,65-99,3281264,3192691,187218,274563,33983,33976,21782,17663,55765,51587,143060,231869,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A00,All Ages (14-99),124730876,126976005,15767486,13080629,4862972,4863034,2001044,2163685,6864571,7016092,10004720,7750413,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A01,14-18,2374533,3404242,1668647,601759,194253,194162,91133,106271,285389,301189,1419276,397319,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A02,19-21,5372113,6303797,2355851,1308078,566195,566231,281201,242567,847409,808126,1631816,704020,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A03,22-24,7398107,7699771,1846428,1473053,643992,644022,265598,293754,909681,936232,1081510,779238,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A04,25-34,27482646,27759609,3799584,3415632,1453506,1453548,563815,622933,2017532,2073378,2122062,1840671,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A05,35-44,26633463,26735883,2439555,2281371,902053,902129,345891,392764,1248079,1293281,1398889,1291659,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A06,45-54,27548190,27589243,1947278,1868107,671143,671220,266312,296310,937549,964838,1165011,1118863,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A07,55-64,21025501,20788911,1170934,1395160,336299,336242,144985,161530,481295,496464,768982,1001226,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,0,All Sexes,A08,65-99,6896322,6694548,539208,737471,95531,95478,42109,47556,137637,142584,417175,617417,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A00,All Ages (14-99),63085477,64682213,8507229,6699767,2628731,2629216,1092402,1103764,3721683,3726499,5461758,3859451,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A01,14-18,1084140,1615652,836840,289699,92317,92319,41596,48909,133919,141635,720694,193259,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A02,19-21,2605540,3113866,1209259,651677,282266,282402,143008,121282,425305,403484,860179,354069,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A03,22-24,3645762,3850101,973619,735607,328569,328648,141529,144321,470166,472274,590815,386376,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A04,25-34,14042941,14284940,2085654,1790551,801602,801715,314015,323793,1115805,1123616,1176896,932237,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A05,35-44,13699275,13820414,1348001,1199226,509057,509156,195127,203244,704315,711145,772829,648760,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A06,45-54,13956060,14045784,1074567,965301,371932,372027,149819,152457,521845,522729,651044,558170,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A07,55-64,10485250,10439699,662749,699583,189552,189538,83430,84643,273011,273358,441072,484131,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,1,Male,A08,65-99,3566509,3511757,316540,368123,53437,53412,23879,25115,77317,78257,248230,302448,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A00,All Ages (14-99),61645399,62293792,7260257,6380862,2234242,2233818,908642,1059922,3142888,3289594,4542963,3890962,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A01,14-18,1290393,1788591,831807,312060,101937,101843,49537,57362,151471,159554,698582,204060,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A02,19-21,2766573,3189931,1146592,656401,283929,283830,138193,121286,422104,404642,771637,349951,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A03,22-24,3752345,3849669,872809,737445,315424,315375,124069,149433,439515,463958,490695,392862,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A04,25-34,13439705,13474669,1713931,1625080,651904,651833,249800,299140,901727,949763,945166,908433,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A05,35-44,12934188,12915469,1091554,1082145,392996,392973,150764,189520,543764,582136,626060,642899,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A06,45-54,13592131,13543460,872710,902806,299211,299193,116493,143853,415704,442109,513967,560693,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A07,55-64,10540251,10349212,508185,695578,146747,146705,61555,76887,208284,223106,327910,517095,1,1,1,1,1,1,1,1,1,1,1,1 +2015,2,2,Female,A08,65-99,3329813,3182791,222668,369348,42094,42066,18230,22441,60319,64327,168946,314969,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A00,All Ages (14-99),126965293,126802087,14821557,14692435,5298212,5297818,2163668,2100936,7462027,7391894,8671908,8836314,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A01,14-18,2964731,3032623,1241635,1160982,216049,215918,87987,149730,303949,366392,992944,920348,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A02,19-21,6169201,5707866,1623248,2085974,584121,583550,234959,306108,819011,889346,950684,1405530,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A03,22-24,7576387,7688363,1836985,1677079,690938,691155,296161,275392,986988,965677,1033388,920742,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A04,25-34,27757899,28002628,4014857,3658074,1631598,1631834,633199,571729,2264965,2200969,2137775,1896632,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A05,35-44,26728689,26909231,2570067,2324392,1000788,1000762,396356,346775,1397302,1346475,1411405,1235061,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A06,45-54,27571674,27639383,1946615,1838234,719496,719501,299115,262228,1018714,979925,1106103,1042323,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A07,55-64,21188511,21000119,1125732,1300835,356857,356772,166484,144593,523351,500463,700008,890084,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,0,All Sexes,A08,65-99,7008201,6821874,462418,646865,98366,98327,49407,44382,147747,142646,339600,525596,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A00,All Ages (14-99),64666860,64436494,7496354,7609439,2743975,2743176,1104075,1084923,3848048,3824149,4377195,4607612,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A01,14-18,1405029,1409822,582594,573291,97195,97162,39835,68909,136991,166464,472543,465210,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A02,19-21,3037057,2781531,801510,1058522,285393,285182,118181,151840,403522,437065,480897,732566,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A03,22-24,3785647,3811318,892905,851831,336939,336882,144693,140233,481544,476885,510918,484761,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A04,25-34,14271940,14370347,2057918,1912578,856870,856712,328839,303190,1185739,1158529,1090620,994134,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A05,35-44,13819710,13878296,1319641,1233285,537810,537640,205401,183386,743284,720148,709810,653446,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A06,45-54,14039660,14057911,1000641,965725,382631,382600,153860,137241,536556,518606,563893,547565,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A07,55-64,10637473,10549130,591653,673731,193310,193197,87152,76260,280481,268845,365958,455313,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,1,Male,A08,65-99,3670343,3578139,249492,340476,53826,53801,26112,23864,79930,77609,182555,274616,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A00,All Ages (14-99),62298433,62365593,7325202,7082996,2554237,2554642,1059593,1016013,3613979,3567744,4294713,4228702,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A01,14-18,1559702,1622801,659041,587691,118854,118756,48152,80821,166958,199928,520402,455137,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A02,19-21,3132144,2926335,821738,1027452,298727,298367,116777,154268,415489,452281,469787,672964,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A03,22-24,3790740,3877046,944080,825248,353999,354273,151468,135159,505444,488792,522470,435981,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A04,25-34,13485958,13632281,1956938,1745496,774727,775122,304359,268539,1079225,1042440,1047156,902498,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A05,35-44,12908979,13030935,1250426,1091106,462978,463121,190955,163389,654018,626328,701595,581614,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A06,45-54,13532014,13581472,945975,872509,336865,336901,145255,124987,482158,461319,542210,494758,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A07,55-64,10551038,10450989,534080,627104,163547,163575,79332,68333,242870,231619,334050,434770,1,1,1,1,1,1,1,1,1,1,1,1 +2015,3,2,Female,A08,65-99,3337858,3243734,212926,306389,44539,44526,23294,20518,67816,65037,157045,250980,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A00,All Ages (14-99),126842623,126585492,13474583,13490444,4669965,4664732,2101054,2074282,6770246,6733424,8079115,8331916,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A01,14-18,2692863,3007531,1021203,689626,179841,179658,126311,99200,306101,279516,810606,495403,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A02,19-21,5530294,5675475,1499920,1313553,483883,483286,305374,223638,789207,706986,933104,786334,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A03,22-24,7546860,7626490,1549410,1423189,589826,589236,278277,250128,868015,839016,866414,784622,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A04,25-34,27998092,28013794,3590297,3495983,1436190,1434854,581399,571967,2017441,2005187,1955057,1937912,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A05,35-44,26897701,26845492,2354981,2369132,895208,893958,350164,382133,1245247,1275242,1330527,1383840,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A06,45-54,27656092,27482790,1827550,1982484,657814,656904,264933,312384,922581,967401,1066898,1242901,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A07,55-64,21392420,21062173,1119224,1448132,332941,332629,148628,181623,481454,513034,723569,1054207,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,0,All Sexes,A08,65-99,7128303,6871746,512000,768345,94262,94207,45967,53208,140200,147042,392940,646698,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A00,All Ages (14-99),64430764,63830916,6709443,7237942,2430077,2427537,1085508,1145615,3515222,3569240,3971132,4568712,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A01,14-18,1247307,1375894,471054,336322,79448,79399,57872,46935,137307,126637,380053,250660,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A02,19-21,2690305,2734816,729742,670112,235447,235242,150599,117098,386012,352381,462321,415908,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A03,22-24,3733882,3740821,760115,736439,290866,290558,141611,133673,432451,424161,432131,423513,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A04,25-34,14352531,14274113,1834860,1885392,761523,760875,308202,320585,1069639,1080416,985874,1063584,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A05,35-44,13871774,13747448,1186781,1301856,482640,481965,185397,216392,667993,697584,648011,773650,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A06,45-54,14063891,13889370,911235,1084745,348510,348065,138750,176671,487163,523405,519124,696064,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A07,55-64,10739152,10510351,560335,793028,180187,180010,78339,104060,258476,283263,352256,582207,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,1,Male,A08,65-99,3731923,3558102,255322,430048,51455,51423,24740,30201,76181,81395,191362,363125,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A00,All Ages (14-99),62411859,62754576,6765140,6252502,2239889,2237195,1015546,928667,3255024,3164183,4107983,3763204,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A01,14-18,1445556,1631637,550148,353303,100393,100259,68439,52265,168794,152879,430554,244742,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A02,19-21,2839989,2940660,770178,643442,248436,248044,154775,106540,403196,354605,470783,370426,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A03,22-24,3812977,3885668,789294,686750,298960,298678,136666,116455,435564,414856,434283,361109,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A04,25-34,13645561,13739681,1755437,1610591,674667,673979,273197,251383,947801,924772,969183,874328,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A05,35-44,13025927,13098044,1168200,1067276,412567,411993,164768,165741,577254,577658,682515,610190,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A06,45-54,13592201,13593420,916315,897738,309304,308839,126184,135712,435418,443996,547774,546838,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A07,55-64,10653268,10551822,558889,655105,152754,152619,70289,77563,222977,229771,371314,472000,1,1,1,1,1,1,1,1,1,1,1,1 +2015,4,2,Female,A08,65-99,3396380,3313644,256678,338297,42807,42785,21227,23007,64020,65647,201578,283573,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A00,All Ages (14-99),126628788,127107812,12421916,11654192,4089042,4081146,2077257,2046046,6163830,6113632,7607280,7131553,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A01,14-18,2675499,2986371,883375,555169,143315,142795,84502,124688,227705,267302,710127,399810,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A02,19-21,5514085,5643301,1377444,1203083,420341,419259,219865,285418,639694,703011,874696,744146,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A03,22-24,7487101,7598793,1422820,1261946,511333,510284,250574,257970,761358,766295,818236,706119,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A04,25-34,28019856,28117657,3286384,3103653,1252709,1250880,580485,567108,1832286,1814047,1836850,1738905,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A05,35-44,26845576,26936310,2194404,2055632,791358,789861,384921,351385,1175933,1139484,1273544,1182943,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A06,45-54,27489653,27542223,1740900,1656314,586213,585218,314893,265677,900983,848327,1049846,998937,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A07,55-64,21422643,21267320,1065258,1210038,300140,299495,186733,148633,486943,446884,701059,858095,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,0,All Sexes,A08,65-99,7174375,7015838,451332,608358,83632,83353,55284,45168,138927,128282,342922,502598,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A00,All Ages (14-99),63833184,64135231,6488409,6068244,2149598,2145189,1148233,1100189,3296306,3237548,4015255,3719963,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A01,14-18,1217982,1375182,423145,259526,62555,62348,39394,58049,101912,120365,348981,192065,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A02,19-21,2651715,2732760,691786,592603,204559,204176,115101,143408,319374,346957,453820,372165,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A03,22-24,3666186,3735964,724412,635493,254100,253598,133608,135805,387374,388589,431889,362234,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A04,25-34,14262404,14340252,1750374,1635081,671408,670303,325208,312355,995982,980296,988130,911501,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A05,35-44,13748750,13794156,1166543,1101318,431666,430584,218206,194978,649656,624215,675415,631490,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A06,45-54,13891118,13919046,920181,880190,315344,314746,178155,146268,493404,459332,557981,532059,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A07,55-64,10686032,10608557,570128,643377,164189,163832,107104,84226,271355,247276,375861,454976,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,1,Male,A08,65-99,3708996,3629315,241841,320657,45779,45602,31455,25101,77248,70516,183179,263473,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A00,All Ages (14-99),62795604,62972581,5933507,5585948,1939445,1935957,929024,945856,2867524,2876084,3592025,3411590,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A01,14-18,1457517,1611189,460230,295642,80760,80447,45107,66639,125793,146938,361145,207745,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A02,19-21,2862370,2910540,685658,610480,215782,215083,104764,142009,320320,356054,420876,371981,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A03,22-24,3820915,3862829,698408,626453,257233,256686,116966,122164,373983,377706,386347,343886,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A04,25-34,13757452,13777406,1536010,1468573,581302,580578,255276,254753,836304,833750,848720,827403,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A05,35-44,13096826,13142154,1027861,954314,359693,359277,166714,156407,526277,515270,598130,551453,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A06,45-54,13598535,13623177,820719,776124,270869,270472,136738,119409,407579,388994,491866,466877,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A07,55-64,10736611,10658763,495130,566661,135952,135663,79629,64407,215589,199607,325197,403119,1,1,1,1,1,1,1,1,1,1,1,1 +2016,1,2,Female,A08,65-99,3465378,3386524,209491,287701,37854,37752,23829,20068,61679,57765,159743,239125,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A00,All Ages (14-99),127090290,129101817,15772982,13239911,4899050,4894272,2045565,2255990,6947664,7151586,9963490,7885277,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A01,14-18,2630188,3676212,1726624,660446,213433,213288,103308,121729,316666,335215,1445506,436861,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A02,19-21,5496226,6397084,2335717,1323953,569617,569163,284262,254561,853826,823671,1602487,720028,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A03,22-24,7448530,7700951,1796129,1471255,636631,636237,261129,301554,898255,937693,1044007,788400,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A04,25-34,28125384,28308715,3788765,3476317,1464539,1463086,576020,649376,2041820,2113152,2107646,1896877,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A05,35-44,26960844,27020934,2435908,2296143,901103,900170,354185,403496,1255977,1304070,1396706,1309517,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A06,45-54,27513292,27514911,1917127,1851243,665668,664974,267639,302432,933816,967577,1141527,1110311,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A07,55-64,21594131,21355347,1199255,1403856,346107,345622,152346,170127,498674,515764,784511,997316,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,0,All Sexes,A08,65-99,7321696,7127664,573457,756699,101952,101733,46675,52716,148630,154443,441100,625967,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A00,All Ages (14-99),64138871,65541799,8412994,6760029,2602433,2601818,1100033,1142755,3704034,3744904,5395627,3955840,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A01,14-18,1204362,1743416,863881,317911,100575,100646,47555,56006,148095,156785,733437,213442,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A02,19-21,2657065,3145512,1186211,654332,279785,279922,142053,125948,421818,405822,838345,360773,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A03,22-24,3657767,3834707,938526,728654,319219,319402,137065,146444,456486,465730,568272,390724,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A04,25-34,14334613,14514653,2058446,1814238,795527,795298,316980,335778,1113142,1131323,1161410,966283,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A05,35-44,13815688,13900364,1328709,1202952,498339,498037,196682,207315,695423,705490,766260,665415,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A06,45-54,13910966,13961004,1038903,954839,361331,361109,147386,154445,508959,515568,627579,560187,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A07,55-64,10774512,10712954,668569,709164,191406,191257,86327,89022,277869,280259,443875,491353,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,1,Male,A08,65-99,3783900,3729187,329749,377938,56252,56147,25984,27798,82242,83927,256449,307663,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A00,All Ages (14-99),62951419,63560019,7359988,6479883,2296617,2292454,945532,1113236,3243630,3406682,4567863,3929437,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A01,14-18,1425826,1932795,862744,342535,112858,112643,55753,65723,168571,178430,712069,223419,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A02,19-21,2839161,3251572,1149505,669621,289832,289241,142209,128613,432008,417849,764142,359255,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A03,22-24,3790763,3866243,857603,742602,317412,316835,124064,155110,441769,471963,475736,397676,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A04,25-34,13790771,13794062,1730320,1662079,669012,667788,259039,313599,928678,981829,946236,930594,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A05,35-44,13145156,13120570,1107199,1093191,402765,402133,157503,196182,560554,598580,630446,644101,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A06,45-54,13602325,13553907,878223,896403,304337,303865,120254,147988,424857,452009,513948,550124,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A07,55-64,10819619,10642393,530686,694692,154701,154365,66019,81105,220805,235505,340636,505963,1,1,1,1,1,1,1,1,1,1,1,1 +2016,2,2,Female,A08,65-99,3537796,3398477,243708,378761,45700,45586,20691,24917,66389,70516,184651,318305,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A00,All Ages (14-99),129142698,128988856,15256111,15181976,5515833,5513336,2254645,2125889,7771997,7652003,8933989,9098700,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A01,14-18,3211258,3239573,1302624,1257877,241425,241343,101663,161677,343197,403037,1028730,985685,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A02,19-21,6267244,5791537,1660040,2136514,611980,610989,247860,303311,860247,915236,966425,1422575,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A03,22-24,7573014,7696830,1851133,1684632,705110,705969,303071,268045,1008230,975663,1043203,915834,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A04,25-34,28285738,28554374,4133031,3771708,1691147,1690847,659679,577976,2351370,2273377,2213155,1954853,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A05,35-44,27066868,27259310,2646973,2404983,1037834,1037143,407648,351533,1445761,1391420,1458621,1280272,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A06,45-54,27524789,27603560,1975899,1871486,737690,737123,304897,264199,1042746,1003194,1122951,1058754,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A07,55-64,21753689,21572858,1179958,1358137,380442,379886,175166,150543,555584,531252,730423,920767,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,0,All Sexes,A08,65-99,7460099,7270814,506452,696639,110204,110036,54662,48604,164862,158824,370481,559958,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A00,All Ages (14-99),65568799,65346916,7682395,7818571,2821338,2819359,1142909,1099274,3964882,3924629,4511734,4736016,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A01,14-18,1521262,1506960,610497,617566,108148,108125,45993,74337,154192,182417,489275,495526,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A02,19-21,3072290,2810984,814365,1074751,295133,294782,123579,150647,418873,445840,486845,736974,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A03,22-24,3769302,3802156,896713,849924,340419,340632,146275,136723,486666,478016,515665,480279,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A04,25-34,14491723,14606124,2111985,1959971,879719,879196,341002,306766,1220896,1188118,1131382,1021117,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A05,35-44,13931497,13998484,1352610,1267110,549151,548646,209793,186327,759103,736346,736584,676652,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A06,45-54,13972131,13995959,1007812,975838,385105,384759,155711,138407,540907,524054,572500,556356,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A07,55-64,10912704,10825608,618431,705482,203752,203397,91730,80045,295499,283878,382870,475059,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,1,Male,A08,65-99,3897890,3800641,269983,367930,59913,59823,28825,26023,88746,85960,196611,294054,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A00,All Ages (14-99),63573900,63641941,7573716,7363405,2694494,2693977,1111736,1026615,3807116,3727374,4422255,4362684,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A01,14-18,1689996,1732613,692127,640312,133277,133218,55669,87340,189005,220620,539455,490159,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A02,19-21,3194954,2980553,845675,1061763,316847,316207,124281,152664,441374,469396,479580,685602,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A03,22-24,3803712,3894674,954420,834708,364691,365338,156796,131322,521564,497647,527537,435556,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A04,25-34,13794016,13948250,2021046,1811737,811428,811652,318677,271210,1130474,1085259,1081773,933736,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A05,35-44,13135372,13260826,1294363,1137873,488683,488497,197855,165206,686658,655075,722037,603620,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A06,45-54,13552658,13607601,968087,895648,352586,352364,149186,125792,501839,479140,550451,502398,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A07,55-64,10840984,10747250,561528,652655,176690,176489,83436,70498,260085,247374,347553,445709,1,1,1,1,1,1,1,1,1,1,1,1 +2016,3,2,Female,A08,65-99,3562209,3470174,236470,328709,50291,50214,25836,22581,76116,72864,173870,265904,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A00,All Ages (14-99),129029215,128534127,13078956,13372268,4498313,4497221,2126750,2152293,6626295,6647705,7867153,8355059,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A01,14-18,2878532,3175252,1031601,715446,186374,186236,138237,107416,324482,293333,811830,512590,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A02,19-21,5607872,5712687,1435693,1290389,467132,466402,303512,230146,770538,696097,888509,778453,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A03,22-24,7550149,7593220,1460731,1373717,555197,555094,270970,253564,826205,808314,817737,769274,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A04,25-34,28526470,28485901,3488950,3459497,1385055,1384758,587594,591938,1973096,1976221,1909951,1948146,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A05,35-44,27296190,27218712,2293396,2343747,858786,858520,355491,395663,1214804,1254026,1307099,1389058,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A06,45-54,27618313,27430999,1751596,1930621,621539,621783,265961,320808,887810,942525,1029748,1222429,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A07,55-64,21956302,21612829,1102459,1452584,327053,327229,154775,194227,481935,521472,711859,1058181,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,0,All Sexes,A08,65-99,7595388,7304526,514531,806268,97177,97199,50210,58531,147424,155718,390420,676928,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A00,All Ages (14-99),65346196,64705107,6558663,7133130,2335614,2335081,1100804,1177519,3436436,3511874,3920024,4547955,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A01,14-18,1334161,1457586,479768,348551,82601,82565,63174,50976,145713,133408,384233,258745,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A02,19-21,2718403,2751147,702904,654151,227580,227363,150144,119637,377626,346785,444216,407656,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A03,22-24,3723329,3719054,720852,708056,274679,274614,138137,134737,412761,409194,411293,411514,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A04,25-34,14574499,14484080,1793855,1856593,733417,733250,311864,329351,1045277,1062412,975694,1062268,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A05,35-44,14018599,13898031,1163302,1277147,459878,459696,188788,221247,648806,680890,648202,770173,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A06,45-54,14001266,13833956,880182,1049185,328221,328297,139499,178785,467799,507073,509520,678841,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A07,55-64,11012221,10785462,558762,791909,176367,176432,82341,109740,258715,286208,354264,581787,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,1,Male,A08,65-99,3963716,3775792,259038,447539,52870,52864,26856,33046,79739,85903,192602,376971,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A00,All Ages (14-99),63683019,63829020,6520293,6239138,2162699,2162140,1025945,974774,3189859,3135831,3947129,3807103,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A01,14-18,1544371,1717666,551833,366896,103772,103671,75063,56441,178769,159925,427598,253845,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A02,19-21,2889468,2961540,732789,636238,239551,239039,153367,110509,392911,349311,444293,370797,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A03,22-24,3826820,3874166,739879,665661,280518,280480,132833,118827,413445,399120,406445,357759,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A04,25-34,13951971,14001821,1695094,1602904,651639,651508,275730,262587,927820,913809,934257,885879,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A05,35-44,13277590,13320682,1130095,1066599,398908,398824,166702,174415,565998,573137,658897,618885,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A06,45-54,13617047,13597044,871414,881436,293318,293486,126461,142024,420011,435452,520228,543588,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A07,55-64,10944081,10827367,543697,660675,150685,150797,72434,84487,223220,235264,357595,476394,1,1,1,1,1,1,1,1,1,1,1,1 +2016,4,2,Female,A08,65-99,3631672,3528734,255493,358729,44307,44335,23354,25485,67685,69814,197817,299956,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A00,All Ages (14-99),128509336,129031114,12966158,12109179,4372695,4368491,2148599,2122688,6528089,6488859,7844845,7311848,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A01,14-18,2818348,3128066,933343,602231,160019,159314,91764,136383,252111,296094,738332,429134,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A02,19-21,5560592,5702728,1432056,1238135,449313,447862,225852,293420,675862,741369,896797,752290,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A03,22-24,7434680,7550256,1446414,1277740,532126,531553,252835,260019,785657,791268,821217,703589,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A04,25-34,28446794,28556319,3439813,3234638,1342525,1342603,598727,590715,1942986,1932308,1896860,1782398,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A05,35-44,27253732,27361735,2304177,2140677,846026,845959,397968,363447,1245195,1208685,1324909,1214652,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A06,45-54,27421293,27489074,1800603,1693412,621113,620682,321827,271846,944098,892064,1072455,1003990,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A07,55-64,21951909,21803764,1129320,1262284,327501,326680,198884,156344,527146,482763,734941,883430,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,0,All Sexes,A08,65-99,7621986,7439173,480431,660062,94073,93838,60742,50514,155034,144308,359334,542364,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A00,All Ages (14-99),64691981,65039706,6777400,6288570,2304454,2303302,1176862,1137083,3484594,3439535,4141972,3788427,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A01,14-18,1287266,1444619,448157,282541,70556,70298,42939,63537,113636,134035,363456,206488,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A02,19-21,2673771,2761884,717841,608722,219679,219201,117504,147561,337500,366854,463563,374099,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A03,22-24,3634848,3710106,737769,641312,265569,265448,134053,136388,399923,401701,434076,357820,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A04,25-34,14452506,14543665,1832671,1698994,721736,722239,333137,323301,1055683,1045099,1020190,926261,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A05,35-44,13921844,13980869,1226513,1143555,462781,462891,222866,200579,686213,663173,703008,642704,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A06,45-54,13831278,13870159,951172,896113,333595,333342,179416,149603,513613,482769,569828,530889,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A07,55-64,10955312,10883913,605001,670216,179544,179054,112582,87832,292542,266805,394518,466171,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,1,Male,A08,65-99,3935156,3844490,258276,347117,50994,50830,34364,28282,85484,79098,193332,283995,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A00,All Ages (14-99),63817354,63991408,6188758,5820609,2068241,2065189,971738,985605,3043495,3049324,3702873,3523421,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A01,14-18,1531083,1683447,485186,319689,89463,89016,48825,72846,138475,162059,374876,222646,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A02,19-21,2886821,2940844,714215,629413,229634,228661,108349,145858,338363,374516,433233,378191,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A03,22-24,3799832,3840149,708645,636428,266556,266105,118782,123631,385734,389567,387141,345770,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A04,25-34,13994288,14012654,1607142,1535644,620789,620365,265590,267414,887304,887209,876670,856137,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A05,35-44,13331888,13380867,1077664,997122,383246,383068,175102,162868,558982,545512,621901,571947,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A06,45-54,13590015,13618914,849432,797299,287518,287340,142411,122243,430485,409295,502627,473101,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A07,55-64,10996597,10919851,524319,592069,147957,147625,86302,68512,234605,215957,340422,417260,1,1,1,1,1,1,1,1,1,1,1,1 +2017,1,2,Female,A08,65-99,3686829,3594683,222155,312945,43079,43008,26378,22233,69549,65210,166002,258369,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A00,All Ages (14-99),128973187,131045122,16202163,13685082,5156879,5147135,2122577,2282159,7274495,7429656,10170956,8060905,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A01,14-18,2748544,3858767,1839362,709973,237626,236439,114094,128290,351312,363966,1534563,462531,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A02,19-21,5553795,6486006,2400814,1361474,600134,598486,293555,255010,892754,852997,1638547,726639,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A03,22-24,7397099,7652834,1796275,1478120,651427,650226,263089,295175,913999,945102,1038216,780919,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A04,25-34,28513833,28704836,3878586,3579234,1535912,1533735,598746,655844,2133533,2190165,2138303,1924636,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A05,35-44,27422674,27473163,2498124,2383564,949581,948582,366961,410866,1315784,1360013,1417141,1344460,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A06,45-54,27458803,27457846,1936842,1888995,693240,692233,273522,302693,966226,995384,1139220,1118330,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A07,55-64,22129339,21880863,1245031,1466702,374608,373653,160360,177106,534459,551024,803284,1030776,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,0,All Sexes,A08,65-99,7749100,7530807,607128,817018,114351,113781,52250,57175,166427,171005,461683,672613,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A00,All Ages (14-99),65036807,66536318,8689542,6977161,2769362,2767155,1136823,1149970,3903482,3917964,5525154,4000566,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A01,14-18,1262164,1837894,924906,343486,113818,113482,52638,59345,166247,172500,781835,225713,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A02,19-21,2686641,3193000,1221563,673889,297340,297075,146777,125955,443596,422842,857230,362419,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A03,22-24,3629875,3812243,943759,733096,331260,331128,137617,142902,468542,473936,565651,383179,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A04,25-34,14513230,14710149,2120080,1869126,843948,843444,327245,337676,1170557,1181573,1181624,971241,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A05,35-44,14024675,14116387,1371557,1245414,530122,529961,202603,209454,732362,739873,780579,674481,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A06,45-54,13866077,13926486,1057948,970664,380036,379850,150534,153096,530293,533270,630632,556142,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A07,55-64,11051937,10996259,697686,735974,209482,209178,90156,91417,299378,300770,456083,499702,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,1,Male,A08,65-99,4002208,3943899,352044,405512,63356,63038,29254,30126,92506,93199,271521,327689,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A00,All Ages (14-99),63936380,64508804,7512620,6707921,2387517,2379980,985754,1132188,3371013,3511692,4645802,4060339,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A01,14-18,1486381,2020873,914456,366488,123808,122957,61456,68944,185065,191467,752728,236818,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A02,19-21,2867155,3293005,1179252,687585,302794,301411,146777,129055,449158,430155,781317,364220,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A03,22-24,3767224,3840591,852516,745024,320167,319099,125472,152273,445457,471166,472565,397740,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A04,25-34,14000603,13994687,1758506,1710108,691965,690292,271501,318168,962976,1008592,956679,953395,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A05,35-44,13397998,13356776,1126567,1138150,419459,418621,164358,201412,583422,620139,636562,669978,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A06,45-54,13592726,13531360,878894,918331,313204,312383,122989,149597,435934,462114,508588,562189,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A07,55-64,11077402,10884604,547346,730728,165126,164475,70204,85689,235081,250253,347201,531075,1,1,1,1,1,1,1,1,1,1,1,1 +2017,2,2,Female,A08,65-99,3746892,3586908,255084,411507,50994,50743,22996,27049,73921,77805,190162,344924,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A00,All Ages (14-99),131024559,130681125,15097027,15191413,5494952,5491882,2276753,2190605,7775399,7690720,8784899,9122526,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A01,14-18,3376624,3340754,1306585,1324805,250189,249147,107688,175881,357488,424850,1021548,1042062,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A02,19-21,6358071,5818054,1621420,2165120,607276,605100,248804,313882,855933,919020,931699,1452038,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A03,22-24,7543669,7631196,1780188,1649715,681850,682061,297093,270927,979191,953852,995999,905133,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A04,25-34,28645281,28875569,4069433,3739676,1676917,1677505,663777,593892,2342532,2274488,2161217,1936410,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A05,35-44,27556628,27739318,2638106,2400463,1035747,1035866,414566,361416,1451456,1399413,1449499,1276230,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A06,45-54,27415333,27494998,1947434,1836959,732860,732704,303808,266175,1037421,1000386,1098800,1029746,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A07,55-64,22246216,22084321,1201988,1357802,391735,391371,181653,156292,573673,548326,740175,909325,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,0,All Sexes,A08,65-99,7882737,7696916,531872,716873,118377,118127,59363,52138,177704,170386,385963,571582,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A00,All Ages (14-99),66525024,66202795,7615402,7846447,2839587,2838461,1147465,1134419,3988353,3977553,4420251,4742384,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A01,14-18,1607041,1558139,612856,653968,112681,112342,49200,81504,161681,193771,485891,526409,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A02,19-21,3119982,2826179,795128,1089773,294835,294077,123637,156224,418366,450369,467675,750486,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A03,22-24,3755439,3769473,862502,834508,332386,332410,142922,138470,475301,471269,489794,473475,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A04,25-34,14667924,14761126,2085946,1952841,882878,883249,341395,315376,1224956,1200303,1100485,1010524,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A05,35-44,14165361,14226774,1351456,1269638,553750,553822,211677,191901,765960,746925,729221,674047,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A06,45-54,13908804,13933385,995522,961465,387416,387238,153643,139583,541406,527712,557290,539592,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A07,55-64,11178013,11099482,628566,706571,211372,211232,93761,83576,305213,295248,385063,468481,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,1,Male,A08,65-99,4122461,4028237,283427,377682,64270,64091,31230,27785,95470,91957,204831,299370,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A00,All Ages (14-99),64499535,64478330,7481625,7344966,2655366,2653422,1129288,1056186,3787047,3713167,4364648,4380142,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A01,14-18,1769583,1782615,693730,670837,137509,136805,58487,94378,195807,231080,535656,515653,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A02,19-21,3238088,2991875,826293,1075346,312441,311023,125167,157658,437567,468651,464024,701552,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A03,22-24,3788231,3861722,917686,815208,349464,349651,154171,132458,503890,482583,506204,431658,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A04,25-34,13977358,14114443,1983487,1786835,794039,794256,322382,278516,1117576,1074185,1060732,925885,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A05,35-44,13391267,13512544,1286650,1130824,481997,482044,202890,169516,685497,652488,720278,602183,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A06,45-54,13506530,13561612,951913,875494,345444,345466,150165,126593,496015,472674,541510,490154,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A07,55-64,11068203,10984839,573422,651232,180364,180139,87892,72716,268460,253078,355112,440844,1,1,1,1,1,1,1,1,1,1,1,1 +2017,3,2,Female,A08,65-99,3760276,3668679,248445,339191,54108,54036,28134,24353,82235,78429,181132,272212,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A00,All Ages (14-99),130683186,130385152,13562608,13642991,4752837,4754337,2187870,2143332,6945851,6902422,8080566,8393205,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A01,14-18,2973671,3285549,1087452,756874,203302,203045,151009,115000,354284,318632,849922,536587,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A02,19-21,5642702,5769090,1477695,1311622,490096,489796,314869,233507,805371,723671,906485,778054,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A03,22-24,7484688,7557548,1478116,1361595,569611,570022,273386,247705,843538,818158,821640,746447,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A04,25-34,28822074,28834390,3603487,3517579,1457916,1458972,602007,589899,2061611,2050284,1949071,1940124,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A05,35-44,27802156,27756265,2390869,2405207,911284,911471,365020,392930,1277474,1305296,1346837,1401462,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A06,45-54,27469335,27311986,1796447,1940693,653251,653701,267392,310735,921469,965110,1040869,1205716,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A07,55-64,22447897,22112088,1164572,1503289,357993,357941,160381,192535,518824,550789,740089,1080293,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,0,All Sexes,A08,65-99,8040662,7758237,563971,846131,109385,109389,53805,61022,163279,170482,425654,704522,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A00,All Ages (14-99),66178561,65632027,6815674,7294224,2490275,2492892,1132904,1174319,3626492,3670537,4013794,4564996,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A01,14-18,1382039,1513391,508134,369729,90721,90663,69555,54584,160279,145486,404303,271457,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A02,19-21,2737134,2782592,726684,666216,241458,241642,155840,120800,397584,362610,453683,406090,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A03,22-24,3690188,3702004,731551,703833,283864,284251,139401,131853,423607,416343,413033,399419,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A04,25-34,14716459,14653041,1857489,1893096,779653,780853,319366,329062,1100109,1110867,991417,1055865,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A05,35-44,14259397,14154674,1214795,1311846,491812,492154,194043,220432,686599,713313,664997,774637,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A06,45-54,13917658,13768156,904346,1053803,348283,348758,140216,173317,489013,522685,512192,666176,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A07,55-64,11275485,11049034,590669,822133,194871,194967,85835,109848,280990,305150,366126,595201,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,1,Male,A08,65-99,4200202,4009134,282005,473568,59613,59605,28648,34421,88310,94084,208043,396151,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A00,All Ages (14-99),64504625,64753126,6746934,6348767,2262562,2261445,1054966,969013,3319359,3231884,4066771,3828209,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A01,14-18,1591632,1772157,579318,387146,112581,112383,81453,60415,194005,173146,445619,265130,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A02,19-21,2905569,2986499,751011,645406,248638,248154,159029,112707,407787,361061,452802,371965,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A03,22-24,3794500,3855543,746565,657762,285746,285771,133985,115852,419931,401815,408606,347028,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A04,25-34,14105615,14181349,1745997,1624483,678262,678119,282641,260837,961502,939416,957654,884258,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A05,35-44,13542759,13601591,1176074,1093361,419472,419316,170978,172498,590874,591984,681840,626825,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A06,45-54,13551677,13543830,892100,886889,304969,304943,127176,137417,432456,442425,528677,539540,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A07,55-64,11172412,11063054,573902,681157,163122,162974,74546,82687,237834,245639,373963,485092,1,1,1,1,1,1,1,1,1,1,1,1 +2017,4,2,Female,A08,65-99,3840461,3749103,281967,372563,49772,49784,25157,26601,74969,76398,217611,308370,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A00,All Ages (14-99),130414891,130875442,13237333,12444828,4605203,4598155,2146571,2191558,6751863,6792579,7899096,7403981,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A01,14-18,2925015,3244232,969418,629264,172015,171340,99646,143911,271838,315681,764637,444094,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A02,19-21,5616780,5765941,1454880,1254370,466681,465055,230308,298291,697162,763598,905239,751162,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A03,22-24,7416577,7527772,1441815,1278171,545775,544986,248585,259174,794354,804282,806970,691175,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A04,25-34,28795879,28878742,3497303,3318677,1411852,1410522,598021,610175,2009673,2021383,1888683,1795199,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A05,35-44,27827707,27918001,2368446,2221049,896623,895471,396728,380005,1293364,1275991,1338923,1241703,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A06,45-54,27295024,27352178,1815443,1720481,647373,646622,312370,277641,959705,924742,1063510,1002775,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A07,55-64,22448151,22286694,1171030,1318374,357504,356954,197499,166859,554984,524151,746963,906474,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,0,All Sexes,A08,65-99,8089759,7901883,518997,704441,107380,107205,63414,55503,170783,162752,384170,571400,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A00,All Ages (14-99),65643285,65968186,6916068,6459927,2440020,2437801,1176678,1169861,3616832,3609364,4155166,3819423,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A01,14-18,1340896,1498859,463198,297301,75772,75600,46508,67344,122357,143133,374717,216044,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A02,19-21,2704603,2793843,728069,619029,229902,229425,119188,149477,349200,379069,465306,373750,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A03,22-24,3627837,3700844,736617,643472,274399,274242,131958,136223,406382,410576,426282,351201,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A04,25-34,14620955,14703103,1865934,1743253,763808,763580,333429,332603,1097166,1096623,1013409,927331,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A05,35-44,14196748,14252195,1261303,1182395,492445,491814,222819,207949,715269,700054,708747,651530,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A06,45-54,13760682,13797265,957646,907060,348915,348670,174255,151965,523152,500910,562389,525668,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A07,55-64,11216020,11141279,625670,695867,196051,195833,112692,93721,308758,289756,399379,474321,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,1,Male,A08,65-99,4175544,4080797,277632,371550,58729,58637,35827,30579,94548,89243,204938,299578,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A00,All Ages (14-99),64771606,64907256,6321265,5984900,2165183,2160354,969894,1021697,3135032,3183216,3743930,3584558,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A01,14-18,1584119,1745373,506220,331963,96243,95740,53138,76567,149481,172548,389920,228051,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A02,19-21,2912176,2972098,726811,635341,236779,235630,111119,148814,347963,384530,439933,377411,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A03,22-24,3788740,3826928,705199,634699,271376,270744,116627,122950,387972,393706,380689,339973,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A04,25-34,14174924,14175639,1631369,1575424,648044,646942,264592,277572,912507,924759,875274,867868,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A05,35-44,13630958,13665805,1107143,1038655,404178,403657,173909,172057,578095,575937,630176,590173,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A06,45-54,13534341,13554913,857798,813421,298458,297952,138116,125676,436553,423832,501121,477108,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A07,55-64,11232131,11145415,545361,622507,161454,161122,84807,73138,246226,234396,347584,432153,1,1,1,1,1,1,1,1,1,1,1,1 +2018,1,2,Female,A08,65-99,3914216,3821086,241365,332891,48651,48568,27586,24924,76235,73509,179232,271821,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A00,All Ages (14-99),130832813,133024141,16625974,13962561,5380675,5385299,2191270,2353416,7577395,7737484,10331828,8107411,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A01,14-18,2862348,3988851,1893499,747997,253174,253377,121041,136515,374288,388936,1570286,482930,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A02,19-21,5636710,6569772,2423968,1381385,614676,615495,298872,261393,913709,875879,1643416,730386,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A03,22-24,7368643,7623275,1788801,1469680,658508,659817,261942,296411,921137,955701,1021856,765106,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A04,25-34,28835359,29040550,3964965,3646955,1602681,1604420,618158,672070,2222697,2276979,2148353,1923656,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A05,35-44,27990601,28066722,2602422,2455070,1003273,1003821,384007,426727,1388544,1430952,1458511,1361692,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A06,45-54,27305150,27326554,1973662,1898681,719906,720342,278886,309483,999730,1030150,1144738,1102434,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A07,55-64,22608299,22389678,1315509,1502487,401640,401396,171025,186874,573027,588329,841781,1038813,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,0,All Sexes,A08,65-99,8225703,8018738,663149,860306,126818,126632,57338,63944,184263,190558,502886,702394,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A00,All Ages (14-99),65970025,67491510,8871293,7124653,2883898,2889127,1169759,1185303,4056493,4073328,5574154,4031244,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A01,14-18,1315038,1890664,945152,363442,120579,120900,56141,63529,176779,184001,793719,237928,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A02,19-21,2728811,3232916,1230246,683915,304862,305763,148799,129024,453778,434300,856731,364248,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A03,22-24,3616430,3796583,937850,729161,335499,336540,137326,143904,473166,480134,555025,375054,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A04,25-34,14672262,14865910,2156699,1907166,879682,881615,336852,345910,1217577,1227619,1177613,972514,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A05,35-44,14302210,14399880,1417337,1282089,556540,557038,210128,217270,767327,774385,795819,684847,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A06,45-54,13782348,13849364,1070368,974171,392873,393485,152721,155429,546024,548939,628181,547629,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A07,55-64,11307470,11263541,732748,756709,223686,223705,96134,96711,319970,320371,474645,506138,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,1,Male,A08,65-99,4245457,4192652,380893,428001,70177,70080,31659,33526,101872,103579,292421,342887,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A00,All Ages (14-99),64862787,65532631,7754680,6837908,2496777,2496172,1021511,1168113,3520902,3664156,4757674,4076166,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A01,14-18,1547311,2098187,948347,384556,132595,132476,64901,72986,197509,204935,776567,245002,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A02,19-21,2907899,3336856,1193722,697469,309814,309732,150073,132369,459931,441579,786685,366138,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A03,22-24,3752213,3826692,850952,740520,323009,323276,124616,152507,447970,475567,466831,390052,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A04,25-34,14163096,14174640,1808266,1739789,722999,722805,281306,326160,1005120,1049360,970740,951143,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A05,35-44,13688391,13666842,1185084,1172981,446733,446783,173879,209457,621217,656567,662692,676845,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A06,45-54,13522803,13477190,903293,924510,327033,326857,126165,154054,453707,481211,516557,554805,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A07,55-64,11300828,11126137,582760,745778,177954,177691,74892,90162,253057,267958,367136,532675,1,1,1,1,1,1,1,1,1,1,1,1 +2018,2,2,Female,A08,65-99,3980246,3826086,282256,432305,56641,56553,25679,30418,82391,86979,210465,359506,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A00,All Ages (14-99),133030374,132739599,15623616,15653852,5775543,5769488,2348941,2270798,8123070,8055636,9003352,9297486,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A01,14-18,3499068,3471411,1358364,1367264,265018,264702,114773,185225,379900,450199,1056918,1069482,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A02,19-21,6452853,5919586,1649954,2187889,624045,622276,255325,320383,879345,943778,942444,1457008,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A03,22-24,7516779,7614253,1785951,1645502,695599,695731,298693,269773,994074,967429,989598,888323,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A04,25-34,29002375,29225829,4180154,3854632,1758649,1757670,680982,614720,2439514,2377529,2185581,1969762,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A05,35-44,28142825,28331982,2765513,2517122,1103942,1102756,430593,379285,1534231,1485230,1499647,1322762,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A06,45-54,27282026,27378698,2011484,1881177,769515,768397,310831,275174,1079959,1045913,1121480,1037182,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A07,55-64,22745677,22595036,1281673,1424071,425543,424909,191498,167285,616667,593320,780657,939444,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,0,All Sexes,A08,65-99,8388772,8202804,590523,776194,133232,133046,66246,58953,199379,192238,427026,613523,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A00,All Ages (14-99),67500959,67192711,7856315,8067604,2981671,2978220,1183297,1171320,4162555,4157856,4511169,4822725,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A01,14-18,1655582,1614579,638099,671077,118567,118569,52742,85481,171302,204117,504945,537827,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A02,19-21,3166581,2878758,809950,1098378,303469,302820,126925,159133,430188,462497,473690,751250,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A03,22-24,3741249,3763289,866146,830370,340161,339990,144080,137618,483956,478548,486709,462508,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A04,25-34,14835351,14916711,2135289,2013084,925738,925008,350228,326241,1275369,1254055,1106185,1028948,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A05,35-44,14447581,14504575,1408213,1328987,587637,586740,219443,200023,806603,788570,749378,699154,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A06,45-54,13830991,13860609,1020301,980010,404512,404012,156149,143024,560218,548356,563521,541221,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A07,55-64,11443151,11369065,665933,738028,229330,228951,99001,88263,327998,317890,402262,481547,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,1,Male,A08,65-99,4380471,4285127,312385,407670,72258,72129,34730,31537,106921,103823,224478,320270,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A00,All Ages (14-99),65529416,65546887,7767301,7586248,2793872,2791268,1165644,1099478,3960515,3897780,4492183,4474762,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A01,14-18,1843485,1856832,720266,696187,146451,146133,62031,99744,208599,246082,551973,531655,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A02,19-21,3286272,3040828,840004,1089511,320576,319456,128401,161250,449157,481281,468754,705758,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A03,22-24,3775530,3850964,919805,815132,355438,355741,154613,132155,510118,488881,502889,425815,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A04,25-34,14167024,14309119,2044865,1841548,832911,832662,330754,288479,1164144,1123474,1079396,940814,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A05,35-44,13695244,13827407,1357300,1188135,516305,516016,211150,179262,727628,696660,750269,623609,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A06,45-54,13451035,13518090,991183,901167,365003,364386,154682,132151,519741,497557,557959,495961,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A07,55-64,11302526,11225972,615740,686044,196213,195958,92497,79022,288669,275430,378396,457897,1,1,1,1,1,1,1,1,1,1,1,1 +2018,3,2,Female,A08,65-99,4008301,3917677,278138,368523,60974,60917,31516,27416,92458,88415,202548,293253,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A00,All Ages (14-99),132774181,132511992,13999301,14035601,5010303,5007216,2268358,2170919,7278557,7180508,8238484,8507994,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A01,14-18,3095131,3417341,1129317,786650,216922,216545,159527,117625,376405,333941,876110,552965,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A02,19-21,5738785,5868223,1501140,1330890,504442,503706,321083,233796,825384,737528,913957,782139,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A03,22-24,7489727,7560094,1475304,1362054,580290,580061,273219,245348,853368,825638,808662,735226,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A04,25-34,29183827,29196124,3699347,3611816,1535334,1534855,622717,597207,2158130,2133154,1963761,1951393,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A05,35-44,28403746,28370446,2504377,2503903,974073,973283,382841,401434,1357085,1375372,1391290,1431730,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A06,45-54,27353186,27217882,1844767,1966201,684951,684842,276778,309646,961813,994953,1054903,1196892,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A07,55-64,22946855,22617935,1229271,1560051,388395,388206,171413,199584,559771,587941,771077,1104105,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,0,All Sexes,A08,65-99,8562925,8263947,615778,914035,125896,125718,60780,66279,186601,191982,458722,753545,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A00,All Ages (14-99),67180964,66678203,7017167,7456707,2614493,2613530,1170915,1178561,3784872,3793189,4087817,4598027,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A01,14-18,1433418,1570783,527574,382673,96727,96645,73236,55263,169897,151782,417214,278714,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A02,19-21,2788118,2834361,736305,674494,247644,247461,158883,120741,406363,368160,456780,408453,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A03,22-24,3693867,3706219,730838,703443,290586,290591,139281,129960,429733,420589,406494,392407,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A04,25-34,14877594,14816927,1900515,1935438,816808,816769,330292,330380,1146974,1147686,997797,1058929,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A05,35-44,14539603,14446740,1269097,1355403,522971,522571,202108,222502,725105,745440,686531,785182,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A06,45-54,13843205,13711995,923498,1056214,361854,361746,144026,170634,505878,532633,517769,654766,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A07,55-64,11539309,11323266,621430,842742,209767,209665,90568,111842,300311,321600,380753,600418,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,1,Male,A08,65-99,4465851,4267911,307909,506301,68135,68084,32520,37238,100611,105298,224479,419158,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A00,All Ages (14-99),65593217,65833789,6982134,6578894,2395810,2393685,1097443,992357,3493685,3387319,4150666,3909967,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A01,14-18,1661713,1846558,601742,403977,120195,119900,86291,62362,206509,182159,458896,274251,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A02,19-21,2950667,3033862,764835,656396,256798,256244,162200,113054,419020,369368,457177,373686,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A03,22-24,3795860,3853874,744466,658611,289704,289471,133938,115389,423635,405048,402168,342819,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A04,25-34,14306232,14379197,1798832,1676379,718526,718086,292424,266827,1011155,985468,965964,892463,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A05,35-44,13864143,13923705,1235279,1148501,451102,450712,180732,178932,631981,629932,704759,646548,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A06,45-54,13509980,13505887,921269,909988,323097,323096,132752,139012,455934,462321,537134,542126,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A07,55-64,11407546,11294669,607841,717309,178627,178541,80845,87742,259460,266340,390324,503688,1,1,1,1,1,1,1,1,1,1,1,1 +2018,4,2,Female,A08,65-99,4097075,3996036,307870,407734,57761,57634,28260,29040,85990,86684,234243,334387,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A00,All Ages (14-99),132482769,132813183,13192994,12561889,4641281,4633128,2169033,2236052,6811409,6864104,7810365,7472123,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A01,14-18,3036907,3340620,974368,648306,174898,174135,101371,148345,275765,321802,766597,459287,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A02,19-21,5732895,5862064,1443154,1262366,463386,461832,230786,304129,693591,764772,896264,760356,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A03,22-24,7418254,7520942,1401218,1249076,532370,531740,246124,256719,778473,787622,781664,674982,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A04,25-34,29141241,29190471,3458537,3322871,1415395,1413739,603422,620031,2019318,2032515,1846200,1793466,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A05,35-44,28428891,28503836,2381728,2258467,912619,911242,404229,389823,1317420,1300554,1331653,1259021,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A06,45-54,27179310,27221852,1790665,1717212,652756,651961,310788,280679,964199,932359,1032668,993548,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A07,55-64,22933832,22768000,1195361,1350788,373589,372580,203757,174895,577752,547248,752805,922138,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,0,All Sexes,A08,65-99,8611439,8405398,547963,752803,116268,115901,68556,61429,184892,177232,402513,609325,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A00,All Ages (14-99),66654381,66862296,6839390,6507049,2436550,2432630,1178613,1189678,3615240,3620186,4080336,3867254,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A01,14-18,1388245,1540020,464557,304130,76317,76105,47009,68715,123126,144547,375511,221844,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A02,19-21,2764970,2840133,716502,620969,226332,225865,119189,152277,345193,377678,457368,378820,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A03,22-24,3630768,3694455,710508,627069,266047,265825,129986,134807,395969,400249,409236,343440,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A04,25-34,14774879,14825264,1826239,1738295,756931,755950,333838,337221,1090775,1092583,981299,929563,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A05,35-44,14480530,14514864,1254923,1199670,494281,493559,224361,212156,718862,705521,699002,665496,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A06,45-54,13691499,13711088,936402,904569,348567,348046,171396,152498,520216,500455,541960,523499,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A07,55-64,11481424,11397711,635997,715595,204178,203613,114286,97591,318627,301121,400544,485662,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,1,Male,A08,65-99,4442066,4338760,294262,396752,63897,63666,38548,34413,102474,98031,215416,318930,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A00,All Ages (14-99),65828387,65950887,6353603,6054841,2204731,2200499,990420,1046374,3196169,3243918,3730029,3604869,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A01,14-18,1648662,1800600,509811,344176,98582,98030,54362,79630,152638,177255,391086,237443,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A02,19-21,2967925,3021931,726652,641396,237053,235966,111597,151852,348399,387093,438897,381535,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A03,22-24,3787487,3826487,690710,622007,266323,265914,116137,121913,382504,387372,372428,331542,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A04,25-34,14366362,14365207,1632297,1584577,658465,657789,269584,282810,928543,939932,864901,863903,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A05,35-44,13948360,13988972,1126805,1058797,418338,417683,179868,177667,598558,595034,632651,593525,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A06,45-54,13487811,13510763,854263,812642,304189,303914,139393,128182,443984,431904,490708,470049,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A07,55-64,11452407,11370289,559364,635193,169410,168967,89471,77304,259125,246127,352261,436476,1,1,1,1,1,1,1,1,1,1,1,1 +2019,1,2,Female,A08,65-99,4169373,4066638,253701,356052,52371,52236,30008,27016,82418,79201,187098,290395,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A00,All Ages (14-99),132705380,134862114,16776513,14121261,5469486,5463554,2235205,2387679,7703894,7855557,10392983,8186350,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A01,14-18,2951547,4075427,1913392,769761,262036,261275,124981,140958,386743,402206,1579889,497928,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A02,19-21,5714232,6636910,2422153,1387534,620571,619555,304258,262815,924225,882657,1635439,733679,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A03,22-24,7384683,7625913,1764047,1458610,656229,655728,260164,296048,916321,952160,1002206,759166,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A04,25-34,29131512,29351775,3987662,3650725,1621696,1620066,628073,678126,2249939,2299829,2156077,1913327,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A05,35-44,28540444,28617663,2656357,2500822,1025436,1024769,393040,436029,1418545,1461766,1488072,1384551,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A06,45-54,27175913,27188134,1973191,1902587,725469,724921,282187,311386,1007719,1036988,1139295,1100778,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A07,55-64,23061297,22838813,1351178,1537006,418864,418373,179055,193684,597831,612373,858968,1055066,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,0,All Sexes,A08,65-99,8745752,8527480,708532,914216,139184,138867,63447,68634,202572,207578,533036,741856,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A00,All Ages (14-99),66840239,68334655,8894936,7164169,2891521,2890923,1189949,1191145,4081522,4084103,5594652,4070530,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A01,14-18,1353061,1924489,948591,371100,123492,123392,57391,65143,180805,188522,793948,243683,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A02,19-21,2765657,3269985,1225824,678228,303384,303294,151623,127619,454758,431053,854228,362029,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A03,22-24,3622455,3798832,920579,715607,329219,329350,136100,141795,465300,471322,545475,369493,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A04,25-34,14789080,14995106,2157654,1894482,877864,877545,341720,346860,1219797,1225206,1183727,965331,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A05,35-44,14546467,14642181,1436295,1299919,561179,561178,214199,219932,775514,781544,809791,698129,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A06,45-54,13699746,13752464,1056579,972903,389610,389646,153318,155026,543042,544983,619121,549828,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A07,55-64,11551731,11496776,743549,776152,230013,229917,100035,99300,330017,329362,479063,518792,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,1,Male,A08,65-99,4512042,4454821,405867,455778,76761,76600,35563,35472,112290,112112,309300,363245,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A00,All Ages (14-99),65865141,66527459,7881577,6957092,2577964,2572631,1045256,1196534,3622372,3771454,4798331,4115819,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A01,14-18,1598486,2150938,964801,398661,138544,137882,67589,75815,205937,213685,785941,254245,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A02,19-21,2948576,3366925,1196329,709306,317188,316261,152636,135196,469467,451604,781210,371649,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A03,22-24,3762227,3827081,843469,743002,327010,326377,124064,154253,451021,480838,456731,389673,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A04,25-34,14342432,14356669,1830008,1756243,743831,742522,286354,331266,1030143,1074623,972350,947996,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A05,35-44,13993977,13975482,1220063,1200903,464257,463591,178841,216097,643031,680222,678281,686422,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A06,45-54,13476167,13435670,916613,929684,335859,335275,128869,156360,464677,492005,520175,550950,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A07,55-64,11509566,11342037,607629,760854,188851,188456,79021,94384,267814,283011,379905,536274,1,1,1,1,1,1,1,1,1,1,1,1 +2019,2,2,Female,A08,65-99,4233710,4072659,302665,458438,62424,62267,27883,33162,90282,95466,223737,378610,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A00,All Ages (14-99),134862049,134544577,15645832,15704770,5804235,5796593,2384124,2306950,8192061,8118919,8979220,9299876,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A01,14-18,3586228,3561721,1381724,1386812,269182,268430,119493,189686,388947,458490,1075453,1083216,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A02,19-21,6518230,5969122,1642252,2197318,621937,619870,256788,325656,879175,946762,936070,1465653,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A03,22-24,7521281,7628714,1772613,1622456,686170,686255,299591,268996,985987,957099,984666,873699,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A04,25-34,29283603,29531744,4168932,3817520,1764386,1762831,686214,620400,2451773,2388378,2163810,1924754,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A05,35-44,28688460,28874324,2784710,2538368,1117533,1116434,439692,388705,1558086,1508322,1499834,1325699,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A06,45-54,27176165,27258466,1986861,1872190,766901,765884,313005,276469,1080445,1044522,1097719,1028113,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A07,55-64,23170673,23007932,1293794,1450093,435147,434219,198161,173578,633449,608884,781857,953690,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,0,All Sexes,A08,65-99,8917408,8712554,614947,820015,142979,142671,71179,63462,214198,206461,439812,645052,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A00,All Ages (14-99),68337661,68007616,7792563,8033730,2949213,2944601,1190174,1184684,4141459,4136988,4478064,4815642,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A01,14-18,1690517,1654426,647921,675912,119537,119345,54622,87423,174263,206911,513722,541030,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A02,19-21,3201912,2903863,797458,1097526,297653,296791,125738,161092,423616,458464,467459,755100,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A03,22-24,3744902,3773441,851344,809856,330067,329856,142385,136376,472652,467060,482200,451857,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A04,25-34,14949507,15046254,2108539,1971472,913937,912882,350988,326579,1265613,1242099,1090448,999431,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A05,35-44,14685283,14739313,1402354,1327695,584629,583740,222196,204256,807287,789658,745478,699177,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A06,45-54,13749368,13767369,994868,967592,394701,394079,155784,143786,550779,538952,548053,538349,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A07,55-64,11664322,11578329,665725,751357,231308,230743,101646,91391,333031,322709,400127,492234,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,1,Male,A08,65-99,4651851,4544623,324354,432320,77382,77165,36816,33782,114218,111136,230575,338466,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A00,All Ages (14-99),66524388,66536961,7853269,7671040,2855021,2851992,1193950,1122266,4050602,3981931,4501157,4484234,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A01,14-18,1895711,1907295,733803,710900,149645,149085,64872,102263,214684,251580,561731,542186,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A02,19-21,3316318,3065259,844794,1099792,324284,323079,131050,164564,455559,488299,468611,710554,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A03,22-24,3776380,3855273,921269,812599,356103,356399,157206,132620,513335,490038,502465,421842,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A04,25-34,14334096,14485490,2060393,1846048,850449,849949,335227,293821,1186160,1146280,1073362,925323,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A05,35-44,14003177,14135011,1382356,1210673,532904,532694,217495,184449,750799,718664,754356,626522,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A06,45-54,13426798,13491097,991993,904598,372199,371805,157221,132682,529666,505570,549665,489765,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A07,55-64,11506351,11429603,628068,698735,203839,203477,96515,82188,300418,286176,381730,461456,1,1,1,1,1,1,1,1,1,1,1,1 +2019,3,2,Female,A08,65-99,4265557,4167932,290593,387696,65597,65505,34364,29679,99980,95325,209236,306586,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A00,All Ages (14-99),134544572,134280369,14091698,14146175,5048823,5044310,2302726,1976213,7352710,7026606,8291560,8592076,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A01,14-18,3176668,3520037,1156740,794584,221367,221260,163302,101752,384523,322967,899019,557308,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A02,19-21,5799862,5940872,1509374,1328711,505966,505434,326263,205203,832475,710977,921768,780434,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A03,22-24,7496960,7571518,1457491,1344090,573511,573340,272739,215676,846417,789656,800933,726307,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A04,25-34,29464079,29469056,3691807,3616531,1544520,1543374,627666,542722,2172655,2088472,1949163,1951671,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A05,35-44,28929304,28890390,2537920,2543581,989891,988545,391826,373823,1381931,1363686,1406327,1456968,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A06,45-54,27256968,27116576,1838701,1966163,684605,683691,278220,286482,962928,971123,1048723,1199801,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A07,55-64,23324520,22986943,1251357,1592417,395833,395568,177354,187494,573275,583484,784017,1128769,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,0,All Sexes,A08,65-99,9096211,8784978,648307,960099,133129,133099,65355,63060,198505,196241,481609,790816,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A00,All Ages (14-99),67979068,67447572,7013867,7483956,2593780,2591543,1183399,1073913,3778534,3667913,4107763,4654927,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A01,14-18,1468728,1618085,540414,384034,98011,97973,74900,48386,172834,146307,428595,279217,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A02,19-21,2817896,2872164,736865,667884,245460,245298,160743,106445,406370,351863,460297,405124,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A03,22-24,3701771,3715089,716913,689251,282543,282360,138026,114882,420733,397491,401568,387714,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A04,25-34,14994715,14921416,1879707,1927587,809880,809588,330500,300188,1140923,1110758,985558,1061452,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A05,35-44,14765216,14662396,1274631,1369916,520917,520134,206078,206693,727277,727389,694004,803182,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A06,45-54,13763296,13625360,913388,1052662,354911,354310,144852,157396,499944,512128,514916,659282,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A07,55-64,11729746,11504319,627905,858825,209957,209745,93487,104530,303515,314420,387190,616806,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,1,Male,A08,65-99,4737700,4528743,324043,533797,72102,72135,34812,35393,106938,107557,235634,442150,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A00,All Ages (14-99),66565504,66832797,7077830,6662219,2455043,2452767,1119326,902299,3574176,3358693,4183797,3937149,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A01,14-18,1707939,1901952,616326,410550,123356,123287,88401,53366,211689,176660,470424,278091,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A02,19-21,2981965,3068708,772509,660827,260506,260136,165520,98758,426105,359113,461471,375310,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A03,22-24,3795189,3856428,740579,654838,290967,290980,134713,100794,425684,392165,399365,338594,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A04,25-34,14469364,14547640,1812100,1688944,734640,733786,297166,242534,1031732,977715,963605,890220,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A05,35-44,14164088,14227994,1263288,1173665,468975,468411,185748,167129,654654,636297,712323,653786,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A06,45-54,13493672,13491216,925313,913501,329695,329381,133368,129086,462984,458994,533807,540519,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A07,55-64,11594775,11482624,623452,733592,185877,185823,83866,82964,269760,269064,396827,511963,1,1,1,1,1,1,1,1,1,1,1,1 +2019,4,2,Female,A08,65-99,4358512,4256235,324264,426302,61027,60964,30543,27666,91566,88685,245975,348666,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A00,All Ages (14-99),133621428,128033619,11819182,17609038,4442457,4436112,1969490,1895770,6415477,6328340,6827185,12465991,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A01,14-18,3110754,2946502,820621,972449,161912,161100,87553,166374,249515,327450,636110,785854,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A02,19-21,5748382,5296054,1243999,1676711,432199,431039,200741,281379,633100,711490,756383,1187140,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A03,22-24,7404373,7016791,1232178,1606600,499468,498871,215622,216974,715378,715197,673286,1050767,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A04,25-34,29257933,28109361,3116108,4286851,1349796,1348547,546884,495435,1897846,1843092,1621345,2779428,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A05,35-44,28820718,27962182,2193273,3105989,886921,885709,375450,313920,1263189,1199240,1198199,2087654,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A06,45-54,27009125,26276602,1629751,2431828,626436,625883,287316,223334,914364,848943,920365,1692201,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A07,55-64,23168452,22224193,1088761,2106614,366196,365693,190747,141151,557313,506568,668829,1641026,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,0,All Sexes,A08,65-99,9101689,8201933,494491,1421994,119528,119270,65177,57203,184772,176360,352668,1241921,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A00,All Ages (14-99),67105175,64728652,6145866,8625250,2289503,2285705,1071401,1005002,3362745,3288481,3615979,6033836,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A01,14-18,1422430,1373748,400614,442852,71140,70822,40987,77889,112137,148724,320080,361499,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A02,19-21,2776358,2603269,626087,788173,208818,208369,104199,137138,313100,345088,394653,557747,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A03,22-24,3627463,3471157,625919,776424,245369,244919,114790,112743,360277,357309,356389,508477,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A04,25-34,14799975,14301522,1642858,2153624,708910,707956,302616,271964,1012057,979263,869596,1376038,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A05,35-44,14630410,14259734,1154672,1553712,469740,468888,207877,172253,678102,640838,636636,1026051,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A06,45-54,13569743,13261093,849567,1193471,325954,325589,157936,121777,484242,447133,487653,818688,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A07,55-64,11592099,11178598,579585,1028686,195355,195102,106316,79261,301892,274149,360038,790107,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,1,Male,A08,65-99,4686696,4279530,266564,688308,64217,64059,36681,31976,100938,95976,190932,595231,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A00,All Ages (14-99),66516252,63304967,5673315,8983788,2152954,2150407,898090,890768,3052732,3039859,3211206,6432155,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A01,14-18,1688323,1572754,420007,529598,90772,90279,46566,88485,137378,178726,316029,424355,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A02,19-21,2972024,2692785,617913,888538,223382,222669,96542,144241,320000,366402,361730,629393,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A03,22-24,3776910,3545634,606259,830176,254099,253952,100832,104231,355102,357888,316897,542290,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A04,25-34,14457958,13807839,1473249,2133228,640886,640591,244268,223471,885789,863828,751748,1403390,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A05,35-44,14190308,13702449,1038600,1552277,417181,416821,167573,141666,585087,558402,561563,1061604,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A06,45-54,13439382,13015509,780184,1238357,300482,300294,129380,101557,430122,401810,432712,873514,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A07,55-64,11576353,11045595,509176,1077929,170841,170590,84431,61890,255421,232419,308791,850919,1,1,1,1,1,1,1,1,1,1,1,1 +2020,1,2,Female,A08,65-99,4414994,3922403,227927,733686,55311,55211,28496,25227,83834,80384,161737,646691,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A00,All Ages (14-99),127224334,124862804,11420418,13580760,3028546,3024574,1887661,2093352,4920193,5116006,7690349,10040844,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A01,14-18,2560820,3356598,1385572,552765,148433,148085,143699,106358,292841,254121,1171656,394225,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A02,19-21,5105305,5513037,1632366,1150190,327231,327287,280836,230855,609171,557286,1199677,791519,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A03,22-24,6824496,6666667,1126796,1244404,334576,334502,222087,257585,557031,591919,721121,868698,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A04,25-34,27863835,27021991,2543840,3335350,867328,866285,499830,598587,1367998,1464563,1521897,2348686,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A05,35-44,27863553,27210629,1822168,2456997,589871,588868,315758,384231,905971,972916,1114040,1767183,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A06,45-54,26147959,25596166,1391733,1944700,423221,422682,223703,276563,647154,699179,875918,1434564,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A07,55-64,22367280,21615328,981476,1749521,250696,249887,143069,175085,393933,424952,668466,1421080,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,0,All Sexes,A08,65-99,8491086,7882389,536467,1146833,87190,86976,58680,64086,146095,151070,417574,1014890,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A00,All Ages (14-99),64355187,63614273,6200528,6831334,1650290,1648970,1000350,1060947,2652422,2707965,4225882,4956240,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A01,14-18,1187196,1612406,712102,270861,74021,74060,66973,48484,141314,122324,608316,192666,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A02,19-21,2508489,2754066,847596,570378,167144,167439,136212,111198,303858,278181,635234,390484,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A03,22-24,3374016,3337492,603688,620851,176094,176356,114704,123530,291002,299711,396243,427894,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A04,25-34,14171898,13821491,1405388,1726518,484268,483885,274050,312480,758663,795915,848980,1189664,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A05,35-44,14225005,13960210,1001574,1253186,328038,327426,173384,200100,501575,527276,618367,880459,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A06,45-54,13204835,12991584,760189,970134,231448,231135,121954,140913,353480,371811,486169,700546,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A07,55-64,11256848,10954397,553743,859247,140478,140022,80272,90772,220812,230665,382919,684561,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,1,Male,A08,65-99,4426902,4182625,316248,560159,48799,48648,32801,33470,81718,82081,249653,489967,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A00,All Ages (14-99),62869147,61248531,5219890,6749426,1378256,1375603,887311,1032404,2267771,2408041,3464467,5084604,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A01,14-18,1373625,1744192,673470,281904,74412,74025,76726,57875,151528,131797,563340,201558,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A02,19-21,2596816,2758970,784770,579812,160088,159848,144624,119657,305312,279104,564442,401036,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A03,22-24,3450480,3329175,523107,623553,158482,158147,107383,134055,266029,292207,324878,440804,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A04,25-34,13691938,13200500,1138452,1608832,383060,382400,225780,286107,609335,668649,672917,1159022,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A05,35-44,13638548,13250418,820594,1203812,261833,261443,142374,184131,404396,445640,495673,886724,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A06,45-54,12943124,12604581,631544,974566,191773,191548,101749,135651,293674,327368,389749,734018,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A07,55-64,11110433,10660931,427733,890274,110218,109865,62797,84313,173120,194287,285547,736518,1,1,1,1,1,1,1,1,1,1,1,1 +2020,2,2,Female,A08,65-99,4064184,3699763,220219,586673,38391,38329,25878,30616,64377,68989,167921,524923,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A00,All Ages (14-99),124923010,126498914,15298015,13402499,4490740,4479399,2098526,1938362,6588548,6416906,10037245,8495281,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A01,14-18,2952762,3533430,1570120,980046,249400,248247,89503,155188,338526,402786,1276416,710523,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A02,19-21,5411801,5467061,1706387,1624826,521405,519490,224756,276558,745652,795385,1107535,1050731,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A03,22-24,6550706,6850974,1664309,1317806,529903,529570,261016,224391,790681,753872,1049701,750842,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A04,25-34,26944125,27335969,3766880,3268562,1315344,1312719,608773,522188,1924318,1835180,2253991,1863930,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A05,35-44,27282226,27556508,2595503,2256130,840756,838367,389400,327947,1230284,1166597,1607439,1341661,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A06,45-54,25614101,25808534,1924479,1690481,579616,578278,279090,232129,858916,810603,1233381,1048213,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A07,55-64,21914696,21830685,1350602,1415864,336681,335538,179405,146692,516046,482120,940436,1026725,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,0,All Sexes,A08,65-99,8252596,8115753,719735,848783,117634,117190,66584,53268,184125,170362,568346,702658,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A00,All Ages (14-99),63661629,64148439,7497886,6872477,2288523,2282694,1065029,996615,3352489,3277461,4880356,4394994,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A01,14-18,1414811,1638030,715813,489509,111500,111166,40259,71038,151588,181875,586242,368220,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A02,19-21,2698717,2667080,801504,823576,249271,248655,108913,136415,357897,384619,522120,551067,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A03,22-24,3280046,3388201,784794,659598,256076,255811,124333,113006,380193,368567,496153,387265,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A04,25-34,13775079,13936270,1896387,1688225,687043,685522,317652,275664,1004484,960803,1124713,961773,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A05,35-44,14006821,14104766,1301551,1174312,441955,440424,203555,172949,645444,613222,794635,699034,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A06,45-54,13005656,13065379,948655,871689,299362,298668,142388,120980,441744,419552,601115,543976,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A07,55-64,11108366,11049753,677761,726098,179522,178906,93114,77918,272584,256690,465252,522501,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,1,Male,A08,65-99,4372133,4298958,371420,439471,63795,63542,34815,28646,98556,92133,290126,361157,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A00,All Ages (14-99),61261381,62350476,7800129,6530021,2202217,2196705,1033497,941747,3236059,3139445,5156889,4100287,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A01,14-18,1537951,1895400,854307,490537,137900,137080,49243,84151,186938,220912,690174,342303,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A02,19-21,2713084,2799981,904883,801250,272134,270835,115843,140143,387755,410766,585415,499664,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A03,22-24,3270659,3462773,879515,658208,273827,273759,136683,111385,410488,385305,553548,363577,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A04,25-34,13169046,13399699,1870493,1580337,628301,627197,291121,246524,919834,874377,1129278,902157,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A05,35-44,13275405,13451741,1293952,1081818,398801,397944,185845,154998,584840,553375,812804,642626,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A06,45-54,12608445,12743155,975824,818792,280254,279610,136702,111150,417172,391052,632267,504237,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A07,55-64,10806329,10780932,672841,689766,157159,156632,86291,68774,243462,225430,475184,504224,1,1,1,1,1,1,1,1,1,1,1,1 +2020,3,2,Female,A08,65-99,3880462,3816795,348315,409312,53840,53648,31770,24622,85569,78229,278220,341501,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A00,All Ages (14-99),126747766,127295807,14016882,13238267,4439730,4437133,1942877,1888693,6383220,6325273,8886576,8368720,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A01,14-18,3172576,3556157,1213519,809921,233514,233187,132055,126033,365260,358852,938156,559962,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A02,19-21,5353775,5607402,1574077,1277291,484804,484738,279727,212841,764223,697514,1011719,757697,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A03,22-24,6751822,6950104,1476042,1236851,515067,515234,228711,208619,743748,723780,886353,688318,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A04,25-34,27298536,27547318,3591695,3273151,1320459,1319186,530509,502536,1851440,1821737,2095728,1858322,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A05,35-44,27661910,27747991,2460787,2341169,844528,843522,332278,343727,1177231,1187302,1487003,1413436,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A06,45-54,25874586,25848072,1802081,1809516,582636,582478,234317,259421,817280,841922,1122443,1155501,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A07,55-64,22141612,21858933,1255698,1536156,340922,341009,150222,174078,491220,514999,850322,1133701,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,0,All Sexes,A08,65-99,8492950,8179830,642983,954212,117800,117778,55059,61438,172820,179166,494851,801783,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A00,All Ages (14-99),64251731,64173836,6932958,6926809,2254456,2254689,998683,1004360,3255140,3258770,4387423,4468113,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A01,14-18,1464632,1623314,553438,387079,100495,100489,59974,56998,160376,157332,436749,279362,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A02,19-21,2607601,2706906,749126,633928,229401,229664,137261,105771,366681,335377,490201,389677,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A03,22-24,3334048,3409887,715109,623776,250188,250514,114763,107595,365113,358053,435715,358926,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A04,25-34,13901891,13972770,1823770,1725467,688185,688072,279705,273938,968687,961983,1061120,993255,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A05,35-44,14159390,14137470,1238285,1250074,441434,441242,175412,188844,617396,630107,741053,768158,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A06,45-54,13093131,13020805,893585,960585,300333,300252,122245,141096,422978,441398,551939,626023,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A07,55-64,11200568,11010752,632051,821329,180213,180261,79721,96053,260102,276287,422653,611163,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,1,Male,A08,65-99,4490469,4291932,327595,524570,64206,64195,29603,34065,93808,98233,247992,441550,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A00,All Ages (14-99),62496035,63121970,7083924,6311458,2185274,2182445,944193,884333,3128081,3066503,4499153,3900607,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A01,14-18,1707943,1932843,660081,422841,133019,132698,72081,69035,204884,201521,501408,280600,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A02,19-21,2746174,2900496,824951,643363,255403,255075,142466,107070,397541,362138,521518,368020,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A03,22-24,3417773,3540216,760933,613075,264879,264720,113948,101024,378635,365728,450638,329392,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A04,25-34,13396645,13574548,1767925,1547684,632274,631114,250804,228597,882753,859754,1034609,865068,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A05,35-44,13502519,13610521,1222502,1091096,403094,402281,156866,154883,559835,557195,745950,645278,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A06,45-54,12781455,12827267,908495,848931,282303,282226,112072,118325,394302,400524,570504,529478,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A07,55-64,10941045,10848181,623647,714827,160709,160748,70501,78025,231118,238712,427669,522538,1,1,1,1,1,1,1,1,1,1,1,1 +2020,4,2,Female,A08,65-99,4002481,3887898,315388,429642,53594,53583,25456,27373,79012,80933,246859,360233,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A00,All Ages (14-99),127381014,127765720,12361032,11642946,3992409,3979541,1893043,2022761,5893447,5999730,7633789,7240080,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A01,14-18,3180874,3534631,1049294,667715,193325,191814,110799,162990,304374,355057,813716,459615,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A02,19-21,5511184,5577377,1355027,1241810,427836,425375,212811,307210,641299,732367,845785,776052,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A03,22-24,6840986,6930149,1285369,1148698,456709,455382,210426,233572,667896,688415,747546,656296,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A04,25-34,27496596,27529483,3130797,3004759,1190539,1187874,509419,538505,1702046,1725424,1751738,1714768,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A05,35-44,27806971,27881752,2199698,2065443,768679,766928,346733,337418,1117087,1103881,1292356,1216183,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A06,45-54,25894870,25974080,1642081,1524972,536251,534743,261584,235648,799280,770029,1002127,924373,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A07,55-64,22110095,21978307,1139502,1255569,312619,311335,177406,149632,490860,460766,758481,891570,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,0,All Sexes,A08,65-99,8539439,8359940,559264,733980,106451,106091,63866,57786,170604,163792,422040,601223,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A00,All Ages (14-99),64215046,64413558,6296219,5968322,2051502,2045495,1007163,1062057,3062503,3106317,3929277,3729371,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A01,14-18,1443844,1609379,484416,308327,81043,80545,49187,72868,130364,153547,387028,221107,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A02,19-21,2656006,2695011,658055,600684,201995,201158,105821,150163,308140,351258,424248,383186,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A03,22-24,3351197,3402225,638509,569649,223866,223276,107892,120684,332106,343730,382616,330751,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A04,25-34,13935251,13972142,1631405,1556520,628593,627277,277774,292519,907293,919298,920839,882701,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A05,35-44,14173319,14208958,1143564,1084715,409308,408251,190545,182888,600679,590874,673196,638014,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A06,45-54,13044679,13081323,845387,795058,280344,279486,142532,127712,423590,407022,520008,484896,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A07,55-64,11136173,11064585,598085,664171,168739,168092,98000,83293,267159,251289,397812,470708,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,1,Male,A08,65-99,4474577,4379935,296798,389197,57614,57409,35412,31929,93173,89301,223531,318007,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A00,All Ages (14-99),63165968,63352163,6064813,5674624,1940907,1934046,885880,960705,2830944,2893414,3704512,3510709,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A01,14-18,1737030,1925252,564878,359388,112282,111268,61612,90122,174010,201511,426688,238508,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A02,19-21,2855178,2882366,696972,641126,225841,224218,106990,157046,333159,381109,421537,392866,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A03,22-24,3489789,3527924,646860,579050,232843,232106,102534,112888,335790,344685,364930,325545,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A04,25-34,13561345,13557341,1499392,1448239,561946,560597,231644,245986,794753,806125,830899,832067,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A05,35-44,13633652,13672795,1056133,980728,359371,358676,156189,154530,516409,513007,619160,578169,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A06,45-54,12850191,12892757,796693,729914,255907,255257,119052,107936,375691,363007,482119,439476,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A07,55-64,10973922,10913722,541418,591398,143880,143243,79405,66339,223701,209477,360670,420861,1,1,1,1,1,1,1,1,1,1,1,1 +2021,1,2,Female,A08,65-99,4064861,3980005,262466,344783,48837,48682,28454,25857,77431,74492,198509,283216,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A00,All Ages (14-99),127842961,130559363,17300416,14089591,5600639,5590967,2028538,2387622,7632240,7997357,10819920,8078918,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A01,14-18,3158837,4452240,2202627,897154,344373,343552,137926,169414,482339,513476,1786189,541686,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A02,19-21,5487667,6321848,2367744,1448122,663308,661950,312545,279981,975182,943956,1566597,753835,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A03,22-24,6836584,7082817,1752408,1448301,657243,656575,240330,296357,897917,954981,1001566,754577,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A04,25-34,27466997,27670122,3949393,3626745,1620620,1618680,545859,668158,2167915,2292566,2128167,1904553,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A05,35-44,27948406,28097685,2716660,2480012,1030051,1028183,341654,425278,1372649,1457160,1539484,1366980,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A06,45-54,26002452,26134545,2019808,1820609,712649,711376,237589,294083,950951,1008097,1194634,1040835,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A07,55-64,22235604,22166698,1460910,1483800,420933,419575,152996,183818,574220,605024,963332,1010397,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,0,All Sexes,A08,65-99,8706414,8633407,830866,884849,151461,151076,59640,70533,211068,222096,639950,706055,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A00,All Ages (14-99),64471734,66134834,8980240,7081161,2888613,2885745,1064780,1182814,3953467,4078140,5699758,4017334,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A01,14-18,1429225,2064013,1056164,419614,152813,152540,61035,77771,213828,230514,873078,262844,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A02,19-21,2646352,3085893,1166637,695648,314332,314056,151935,133829,465738,448861,797301,369538,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A03,22-24,3351716,3523347,896039,699431,323908,323868,123511,140379,447334,465217,532745,361707,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A04,25-34,13931887,14122189,2107495,1857755,862662,862163,296318,340361,1159304,1205542,1153329,951633,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A05,35-44,14254638,14371905,1443764,1280545,553069,552390,185325,214450,738641,768833,823523,691179,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A06,45-54,13102007,13204122,1060736,922863,372912,372529,128536,145693,501585,519531,637015,520621,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A07,55-64,11198312,11207950,787491,751919,226327,225792,85142,93420,311499,320063,524865,502281,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,1,Male,A08,65-99,4557596,4555414,461915,453386,82591,82406,32977,36911,115539,119579,357902,357531,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A00,All Ages (14-99),63371227,64424529,8320175,7008430,2712026,2705222,963758,1204808,3678773,3919217,5120162,4061584,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A01,14-18,1729611,2388227,1146464,477540,191561,191011,76891,91643,268512,282963,913111,278842,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A02,19-21,2841314,3235954,1201107,752473,348977,347894,160609,146152,509444,495094,769295,384297,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A03,22-24,3484868,3559470,856368,748870,333335,332708,116818,155978,450583,489764,468822,392870,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A04,25-34,13535111,13547932,1841898,1768990,757958,756517,249542,327797,1008611,1087024,974838,952920,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A05,35-44,13693767,13725780,1272896,1199467,476983,475792,156329,210828,634008,688327,715962,675801,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A06,45-54,12900445,12930423,959072,897746,339737,338847,109052,148390,449366,488567,557619,520214,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A07,55-64,11037293,10958749,673419,731880,194607,193783,67854,90398,262721,284961,438467,508116,1,1,1,1,1,1,1,1,1,1,1,1 +2021,2,2,Female,A08,65-99,4148818,4077993,368952,431462,68869,68670,26662,33622,95528,102517,282048,348524,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A00,All Ages (14-99),130718970,131813286,17655390,16168978,6294209,6283946,2391035,2407268,8692675,8707152,10431137,9342121,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A01,14-18,3971993,4096469,1696500,1550505,363579,363296,145799,234184,510159,597497,1285974,1153966,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A02,19-21,6256658,5880078,1797912,2154162,680160,678589,276860,336787,957746,1016844,1032168,1390257,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A03,22-24,7013675,7249489,1899994,1614997,721777,722360,300923,276525,1023216,1000740,1078300,842397,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A04,25-34,27624319,28145423,4528533,3885460,1861055,1859028,678344,637066,2541647,2501361,2419295,1908179,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A05,35-44,28173415,28589576,3145275,2645755,1201023,1198409,430341,402373,1632888,1604120,1759263,1354825,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A06,45-54,26199206,26475659,2250554,1918468,819699,817531,297219,275496,1117932,1095429,1294454,1026567,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A07,55-64,22438664,22439651,1541253,1510820,478155,476393,188274,174867,666895,652509,974234,976207,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,0,All Sexes,A08,65-99,9041040,8936940,795369,888811,168761,168339,73275,69970,242191,238651,587448,689724,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A00,All Ages (14-99),66222016,66692051,8697599,8064816,3128961,3124342,1185014,1199836,4316821,4330582,5170520,4702952,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A01,14-18,1835648,1895506,797124,728132,156813,156749,66172,103977,223276,260703,621229,557764,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A02,19-21,3043234,2851446,861535,1042913,316221,315662,133266,159381,449675,475646,511486,693632,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A03,22-24,3486381,3592548,908977,784754,341430,341637,141582,135651,483169,477974,528319,421663,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A04,25-34,14088966,14352699,2277091,1961719,951895,951288,345152,327147,1297975,1280631,1218204,958920,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A05,35-44,14421045,14594573,1560100,1352488,615115,613614,217350,207024,833083,821977,864903,697270,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A06,45-54,13237863,13354969,1104417,965857,410802,409842,147404,139337,558589,550102,635221,522854,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A07,55-64,11344936,11343730,776172,764895,246595,245691,95724,90292,342522,336483,489278,492547,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,1,Male,A08,65-99,4763942,4706580,412182,464058,90089,89860,38365,37027,128532,127066,301880,358302,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A00,All Ages (14-99),64496954,65121235,8957792,8104163,3165248,3159604,1206021,1207432,4375854,4376570,5260616,4639169,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A01,14-18,2136345,2200964,899375,822373,206766,206547,79627,130207,286883,336795,664745,596202,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A02,19-21,3213424,3028632,936377,1111250,363939,362928,143595,177406,508071,541198,520682,696625,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A03,22-24,3527294,3656941,991018,830243,380347,380723,159341,140875,540047,522766,549981,420734,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A04,25-34,13535354,13792724,2251442,1923741,909160,907741,333192,309919,1243672,1220731,1201092,949259,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A05,35-44,13752370,13995003,1585175,1293267,585908,584795,212991,195350,799806,782143,894360,657554,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A06,45-54,12961343,13120690,1146137,952611,408897,407690,149815,136159,559343,545327,659233,503713,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A07,55-64,11093727,11095921,765081,745926,231560,230702,92550,84575,324373,316026,484956,483660,1,1,1,1,1,1,1,1,1,1,1,1 +2021,3,2,Female,A08,65-99,4277098,4230360,383187,424752,78673,78478,34910,32943,113659,111585,285568,331422,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A00,All Ages (14-99),131968986,132604218,16324361,15369903,5881669,5873949,2407313,2436695,8296649,8331378,9653107,8985882,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A01,14-18,3702984,4031492,1384956,1036107,307831,307401,205854,165413,514173,474099,1035217,706922,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A02,19-21,5759090,5921179,1646128,1447449,578896,578609,339188,260508,918680,841143,989943,824809,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A03,22-24,7146253,7315884,1634143,1425386,640832,640915,281018,261796,922563,905016,914426,741830,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A04,25-34,28115495,28423033,4268610,3866923,1763065,1761389,645755,658511,2411100,2426101,2299007,1987844,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A05,35-44,28639310,28814565,3008310,2771262,1159581,1156789,406390,453874,1567505,1614619,1690598,1515099,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A06,45-54,26551121,26568415,2137497,2080859,794877,793249,278161,332854,1074163,1128877,1226938,1206041,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A07,55-64,22716839,22474887,1469432,1692631,469963,469047,178647,220434,649311,691146,924072,1157361,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,0,All Sexes,A08,65-99,9337893,9054763,775285,1049286,166625,166551,72300,83304,239153,250377,572906,845976,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A00,All Ages (14-99),66747716,66723773,8010426,7920889,2946007,2943922,1199857,1271820,4148934,4225934,4741538,4741527,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A01,14-18,1706079,1858357,647768,487655,134133,134028,90958,75475,225282,210023,497484,344492,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A02,19-21,2789578,2860253,791591,707422,273961,274046,159769,128746,433941,403665,488462,415479,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A03,22-24,3533893,3603668,796417,712633,311559,311785,137430,133725,449234,446560,454541,382786,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A04,25-34,14323837,14417574,2139188,2009775,905820,905616,331192,350592,1237948,1259354,1148030,1050581,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A05,35-44,14620384,14625917,1480387,1454381,594180,593247,209330,242857,804175,838122,821288,814283,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A06,45-54,13387650,13332914,1034498,1077642,396045,395422,140627,175420,537110,572243,591742,644200,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A07,55-64,11476653,11306093,727838,892554,240933,240427,92262,119100,333467,360411,454432,620226,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,1,Male,A08,65-99,4909642,4718997,392739,578827,89377,89353,38289,45905,127777,135556,285558,469480,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A00,All Ages (14-99),65221270,65880446,8313935,7449014,2935661,2930027,1207456,1164876,4147714,4105444,4911569,4244355,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A01,14-18,1996905,2173135,737188,548452,173698,173373,114896,89938,288891,264076,537733,362429,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A02,19-21,2969512,3060927,854537,740028,304935,304563,179419,131762,484739,437479,501481,409330,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A03,22-24,3612360,3712216,837726,712753,329273,329130,143588,128071,473330,458456,459885,359044,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A04,25-34,13791658,14005459,2129422,1857148,857245,855774,314563,307919,1173152,1166747,1150977,937264,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A05,35-44,14018926,14188648,1527923,1316880,565401,563543,197059,211017,763330,776497,869310,700816,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A06,45-54,13163471,13235501,1102999,1003217,398832,397827,137534,157434,537052,556634,635197,561841,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A07,55-64,11240186,11168795,741594,800078,229030,228620,86385,101335,315844,330735,469639,537135,1,1,1,1,1,1,1,1,1,1,1,1 +2021,4,2,Female,A08,65-99,4428251,4335766,382546,470459,77248,77198,34011,37399,111377,114820,287348,376497,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A00,All Ages (14-99),132651228,133822061,14897560,13334803,5175185,5165729,2439446,2387504,7617435,7563258,8872724,7721196,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A01,14-18,3639196,4011359,1193000,796416,233227,232458,146916,181710,380021,414708,918742,548723,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A02,19-21,5798745,5962410,1503268,1292369,489748,488447,257527,312993,747387,802491,929612,766802,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A03,22-24,7231092,7398360,1487410,1270606,556586,555978,264319,263503,821177,820437,842315,676238,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A04,25-34,28367845,28660877,3869098,3463986,1561730,1559548,665427,650461,2228184,2213134,2082927,1794757,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A05,35-44,28826624,29097640,2785460,2435913,1040352,1038720,458108,421866,1499080,1462608,1574246,1307570,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A06,45-54,26641170,26818381,2005984,1778909,717892,716349,335733,292239,1054099,1009986,1163441,990700,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A07,55-64,22714916,22625706,1364835,1431554,425155,424151,224981,188324,650483,613216,859940,950883,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,0,All Sexes,A08,65-99,9431639,9247327,688505,865050,150493,150078,86436,76408,237004,226678,501502,685523,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A00,All Ages (14-99),66746809,67363713,7526034,6748241,2629819,2625817,1273540,1231528,3905079,3862849,4532839,3924773,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A01,14-18,1668416,1855620,567533,371266,102055,101834,66253,83526,168308,185616,449403,263269,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A02,19-21,2798536,2891108,735533,625495,234614,234253,127378,153535,362133,388345,468544,376553,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A03,22-24,3555386,3652627,741773,624928,272262,272006,134468,134646,406917,407199,433495,337061,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A04,25-34,14380684,14546621,1983771,1771009,812863,811944,353791,343118,1167255,1156816,1074482,910995,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A05,35-44,14639372,14768385,1420374,1258622,542198,541439,245369,221934,787893,764533,803950,676942,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A06,45-54,13368886,13454655,1011050,904665,364550,363828,177076,151978,541864,516524,593092,508783,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A07,55-64,11425176,11380078,703819,738602,220890,220347,121553,101209,342625,321960,446568,492298,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,1,Male,A08,65-99,4910354,4814620,362180,453653,80387,80167,47652,41582,128083,121857,263303,358870,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A00,All Ages (14-99),65904419,66458348,7371526,6586563,2545366,2539912,1165906,1155975,3712356,3700409,4339885,3796424,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A01,14-18,1970780,2155739,625467,425150,131172,130624,80663,98184,211713,229092,469340,285454,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A02,19-21,3000210,3071302,767735,666875,255134,254195,130149,159458,385254,414146,461067,390248,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A03,22-24,3675706,3745733,745637,645678,284325,283972,129850,128856,414260,413238,408820,339177,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A04,25-34,13987161,14114257,1885327,1692977,748867,747604,311636,307343,1060929,1056318,1008444,883762,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A05,35-44,14187252,14329255,1365085,1177291,498155,497281,212739,199931,711187,698075,770295,630627,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A06,45-54,13272284,13363727,994934,874244,353342,352521,158657,140261,512235,493462,570349,481916,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A07,55-64,11289741,11245628,661015,692952,204265,203804,103428,87115,307857,291257,413371,458585,1,1,1,1,1,1,1,1,1,1,1,1 +2022,1,2,Female,A08,65-99,4521286,4432707,326325,411396,70107,69911,38784,34826,108921,104821,238198,326653,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A00,All Ages (14-99),133835854,136314320,18154246,15144139,6124457,6110106,2391224,2660300,8516256,8783916,11037658,8542866,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A01,14-18,3592295,4730639,2113398,952557,329362,328348,156963,187471,486193,515362,1704501,608419,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A02,19-21,5867952,6717542,2390181,1444750,647350,645762,316378,289949,963058,936155,1588955,763270,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A03,22-24,7288261,7530792,1796987,1495564,677682,676696,267560,317213,945306,994953,1018223,777140,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A04,25-34,28598717,28877931,4278573,3872770,1786902,1783409,658404,741970,2445980,2530023,2264328,1970052,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A05,35-44,29125444,29290293,3023136,2761368,1191645,1188815,426162,489664,1618208,1681809,1657692,1472438,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A06,45-54,26884255,26964577,2167741,2018699,819433,817535,294776,336226,1114472,1156288,1220889,1120500,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A07,55-64,22849464,22708762,1512431,1608930,489365,487505,192029,210639,681461,699737,938458,1058283,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,0,All Sexes,A08,65-99,9629468,9493784,871799,989501,182720,182037,78952,87166,261578,269590,644612,772765,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A00,All Ages (14-99),67393522,68970383,9401452,7574885,3163140,3157956,1234061,1304599,4397300,4469275,5803894,4211488,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A01,14-18,1653266,2231756,1040266,455069,153652,153267,71702,87339,225233,240437,852464,295624,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A02,19-21,2841975,3300903,1192875,697970,313018,312532,154558,138880,467178,451719,818153,372303,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A03,22-24,3591901,3765043,925670,726049,338493,338311,136603,149885,475049,488714,543667,371845,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A04,25-34,14510466,14727162,2252395,1973882,947605,946480,347244,371972,1295164,1320721,1203773,977790,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A05,35-44,14795109,14920814,1581988,1407432,630994,629922,224395,242441,855622,873988,874204,734570,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A06,45-54,13493358,13570733,1120013,1007039,422238,421482,153305,163202,575669,585877,642489,551700,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A07,55-64,11497625,11473464,805040,804782,258481,257634,103212,105779,361734,364184,508024,520026,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,1,Male,A08,65-99,5009822,4980508,483206,502662,98659,98328,43042,45100,141651,143634,361121,387630,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A00,All Ages (14-99),66442332,67343937,8752793,7569254,2961317,2952150,1157163,1355701,4118956,4314641,5233763,4331379,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A01,14-18,1939029,2498883,1073132,497487,175710,175081,85261,100132,260960,274925,852037,312795,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A02,19-21,3025976,3416639,1197306,746780,334332,333229,161821,151069,495880,484435,770802,390968,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A03,22-24,3696360,3765749,871317,769515,339189,338385,130958,167328,470257,506239,474556,405295,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A04,25-34,14088250,14150769,2026178,1898888,839297,836929,311160,369998,1150816,1209301,1060555,992262,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A05,35-44,14330335,14369479,1441148,1353936,560651,558894,201767,247223,762587,807821,783488,737868,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A06,45-54,13390897,13393844,1047728,1011661,397195,396053,141471,173024,538803,570411,578400,568799,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A07,55-64,11351839,11235298,707391,804148,230883,229870,88817,104860,319726,335553,430434,538257,1,1,1,1,1,1,1,1,1,1,1,1 +2022,2,2,Female,A08,65-99,4619646,4513276,388592,486839,84060,83709,35909,42066,119927,125956,283491,385135,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A00,All Ages (14-99),136361150,136941015,17721873,16797094,6639483,6630891,2661435,2432797,9303317,9077269,10159070,9588436,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A01,14-18,4204615,4280774,1653253,1554276,344519,343818,162615,221759,506539,565719,1263066,1175686,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A02,19-21,6642856,6216964,1758616,2178766,677652,675703,286161,326462,963513,1002835,996682,1406980,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A03,22-24,7451396,7632045,1879974,1657589,733694,734498,321742,271445,1055426,1007379,1049481,869161,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A04,25-34,28820354,29252772,4583198,4038522,1961217,1959586,751094,643980,2713699,2608250,2376065,1955461,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A05,35-44,29314858,29664566,3255028,2823789,1315622,1313890,494240,419872,1810864,1736891,1749645,1411333,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A06,45-54,27050899,27236592,2266881,2030049,891419,889696,339731,287479,1231830,1179385,1240197,1062689,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A07,55-64,22958086,22877102,1500515,1558636,519478,518270,215432,184118,735170,703438,895844,981094,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,0,All Sexes,A08,65-99,9918085,9780202,824408,955467,195881,195431,90419,77683,286277,273372,588090,726033,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A00,All Ages (14-99),68998603,69128329,8711003,8443229,3311422,3305452,1306153,1225587,4618326,4537386,5012034,4884964,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A01,14-18,1979356,2009810,787356,747004,154680,154457,75086,101068,229500,255533,613924,577654,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A02,19-21,3254614,3033493,851948,1069143,321213,320405,138529,157534,459576,478177,498194,710796,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A03,22-24,3722243,3794046,903948,818115,352214,352303,151161,135399,503305,488297,514207,442301,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A04,25-34,14690674,14873887,2278696,2048620,1000562,999036,376286,333808,1377351,1335121,1173658,995902,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A05,35-44,14942940,15069914,1603767,1444721,669328,668054,245231,216373,914969,885930,854191,732415,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A06,45-54,13613897,13677528,1105097,1022742,442886,441686,164785,145257,607928,588002,606057,546460,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A07,55-64,11598582,11550359,754153,793041,266511,265790,108282,95176,374901,361485,450102,500555,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,1,Male,A08,65-99,5196296,5119293,426039,499843,104029,103721,46792,40973,150795,144840,301700,378880,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A00,All Ages (14-99),67362548,67812686,9010870,8353865,3328061,3325439,1355282,1207210,4684991,4539883,5147036,4703472,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A01,14-18,2225259,2270964,865897,807272,189839,189361,87529,120691,277039,310186,649142,598032,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A02,19-21,3388242,3183470,906668,1109623,356439,355298,147631,168928,503936,524658,498487,696183,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A03,22-24,3729153,3837999,976025,839474,381480,382194,170581,136046,552121,519082,535275,426860,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A04,25-34,14129679,14378886,2304502,1989902,960655,960551,374809,310172,1336348,1273129,1202407,959559,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A05,35-44,14371919,14594651,1651261,1379068,646294,645836,249008,203499,895895,850961,895454,678918,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A06,45-54,13437001,13559064,1161784,1007307,448534,448010,174946,142222,623902,591383,634140,516229,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A07,55-64,11359504,11326743,746362,765595,252967,252479,107150,88942,360269,341952,445742,480538,1,1,1,1,1,1,1,1,1,1,1,1 +2022,3,2,Female,A08,65-99,4721790,4660908,398370,455624,91852,91710,43627,36711,135481,128532,286389,347153,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A00,All Ages (14-99),136975593,136725995,14627073,14648900,5211592,5208734,2429033,2400428,7646685,7610763,8634782,8892923,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A01,14-18,3867361,4179301,1287768,949218,265510,265465,194147,152061,459803,416689,976873,661198,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A02,19-21,6065428,6176097,1492608,1342753,507608,507446,327436,250078,835538,756726,904690,790279,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A03,22-24,7539775,7605367,1436529,1335435,557620,557945,275606,255110,833811,812911,801296,733347,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A04,25-34,29179009,29202415,3739453,3646591,1540960,1540422,650451,650576,2193389,2191948,2001250,1980042,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A05,35-44,29693843,29692496,2714589,2676764,1042012,1040890,423569,453080,1466848,1494830,1516780,1527291,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A06,45-54,27318435,27208376,1909713,2002031,711194,710600,290268,329578,1002360,1041069,1085976,1203583,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A07,55-64,23118101,22802786,1299841,1615451,422365,421783,187481,221290,610379,643668,803449,1123290,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,0,All Sexes,A08,65-99,10193640,9859157,746573,1080658,164324,164182,80075,88654,244556,252922,544468,873894,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A00,All Ages (14-99),69121306,68673557,7226217,7600809,2639460,2638206,1224995,1257553,3867119,3896517,4266136,4712225,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A01,14-18,1809244,1951697,609854,457145,119472,119540,88252,70628,207768,189803,472836,327943,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A02,19-21,2956320,2997374,723464,667030,245058,245095,157316,125414,402569,370152,448141,403970,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A03,22-24,3740572,3756323,705403,675968,274846,274929,137218,131881,412329,406724,399945,382461,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A04,25-34,14824735,14777867,1883310,1904316,798993,798895,337295,346750,1137171,1146084,1002452,1048518,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A05,35-44,15086744,15013899,1346173,1408899,536919,536469,218688,242301,756168,779127,745121,822118,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A06,45-54,13711573,13603250,935005,1041414,358097,357702,146940,173565,505441,531709,531096,643266,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A07,55-64,11664978,11460224,646521,855027,218258,217902,97024,118646,315510,336831,396487,603403,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,1,Male,A08,65-99,5327140,5112922,376487,591010,87817,87674,42262,48369,130162,136087,270059,480545,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A00,All Ages (14-99),67854286,68052439,7400856,7048091,2572132,2570528,1204038,1142875,3779566,3714245,4368646,4180699,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A01,14-18,2058117,2227604,677914,492073,146037,145925,105895,81433,252035,226886,504037,333254,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A02,19-21,3109108,3178724,769143,675723,262550,262351,170120,124664,432969,386573,456549,386309,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A03,22-24,3799203,3849044,731126,659467,282774,283016,138388,123230,421482,406187,401351,350887,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A04,25-34,14354274,14424548,1856143,1742275,741968,741528,313156,303827,1056218,1045864,998798,931524,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A05,35-44,14607100,14678597,1368416,1267865,505092,504422,204881,210779,710680,715703,771659,705173,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A06,45-54,13606862,13605126,974708,960616,353096,352898,143328,156013,496920,509360,554880,560316,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A07,55-64,11453123,11342561,653320,760424,204107,203881,90457,102643,294868,306836,406962,519887,1,1,1,1,1,1,1,1,1,1,1,1 +2022,4,2,Female,A08,65-99,4866500,4746235,370085,489648,76507,76508,37813,40286,114393,116835,274409,393348,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A00,All Ages (14-99),136746613,137385499,14274016,13266327,4886661,4882196,2397975,2305247,7291302,7193561,8591094,7926731,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A01,14-18,3777412,4142628,1171872,776856,223219,222590,134391,172807,357932,395139,902769,537651,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A02,19-21,6052342,6218934,1478352,1259994,478897,478040,246677,297555,726000,775595,914525,745350,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A03,22-24,7499688,7629265,1411649,1235002,525947,525858,256269,249181,782729,775471,803493,671686,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A04,25-34,29134021,29263539,3606423,3381680,1435596,1434817,655752,625028,2093099,2062083,1972370,1836844,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A05,35-44,29724476,29859881,2666418,2460848,980975,980261,456700,413269,1439119,1395239,1528332,1387282,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A06,45-54,27280946,27347421,1922238,1810300,680413,679933,331757,285058,1013284,966177,1126818,1056327,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A07,55-64,23029216,22882755,1309090,1433845,406304,405734,224727,183883,631836,590278,827752,970911,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,0,All Sexes,A08,65-99,10248511,10041074,707974,907803,155309,154963,91703,78467,247303,233580,515035,720678,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A00,All Ages (14-99),68675982,68976568,7232503,6785031,2502144,2499145,1257699,1202006,3763439,3704737,4395340,4081233,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A01,14-18,1755558,1934376,558052,367450,99321,99151,61747,81175,161177,180228,440655,261561,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A02,19-21,2935976,3025096,726141,616944,232977,232629,123952,147553,357119,380279,460471,369735,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A03,22-24,3697452,3773994,709664,613986,261348,261190,132124,129131,393694,390567,415366,337420,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A04,25-34,14733656,14815182,1857809,1736636,752483,751897,349557,331746,1103010,1084934,1020963,936318,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A05,35-44,15036608,15092117,1364447,1280759,512354,511676,244677,219907,757874,732539,784968,726764,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A06,45-54,13636495,13655174,971687,935938,347822,347370,174946,150058,523434,498063,575563,554913,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A07,55-64,11571024,11482665,672718,753096,213035,212642,120609,99686,334090,312694,426791,513515,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,1,Male,A08,65-99,5309213,5197965,371985,480221,82804,82591,50087,42751,133040,125433,270565,381007,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A00,All Ages (14-99),68070631,68408931,7041513,6481296,2384516,2383051,1140276,1103241,3527864,3488824,4195754,3845498,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A01,14-18,2021854,2208252,613820,409406,123898,123439,72643,91632,196755,214911,462115,276091,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A02,19-21,3116366,3193838,752211,643050,245920,245411,122725,150002,368881,395316,454055,375615,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A03,22-24,3802236,3855271,701985,621016,264599,264668,124145,120050,389035,384904,388127,334266,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A04,25-34,14400366,14448357,1748613,1645043,683113,682919,306195,293282,990089,977149,951407,900526,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A05,35-44,14687868,14767765,1301971,1180088,468621,468585,212023,193362,681245,662701,743364,660518,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A06,45-54,13644451,13692248,950551,874362,332591,332564,156811,135000,489850,468113,551255,501414,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A07,55-64,11458192,11400091,636373,680748,193270,193093,104118,84197,297746,277584,400961,457397,1,1,1,1,1,1,1,1,1,1,1,1 +2023,1,2,Female,A08,65-99,4939298,4843109,335989,427582,72505,72372,41616,35715,114263,108146,244470,339671,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A00,All Ages (14-99),137335107,139059159,16784274,14582907,5373086,5364483,2308903,2485163,7688516,7863966,10474727,8706622,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A01,14-18,3719954,4857168,2078724,909707,307870,307949,149466,166146,457991,474401,1684408,585867,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A02,19-21,6095955,6931010,2324162,1373825,598446,598419,299700,262519,898857,862096,1556978,738884,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A03,22-24,7513723,7695470,1656436,1418353,603025,602390,253064,294438,856946,898290,956943,773148,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A04,25-34,29189680,29274270,3809308,3625456,1517787,1515248,632676,687944,2152316,2207532,2092909,1987490,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A05,35-44,29893856,29897016,2736150,2658995,1029462,1027645,417497,464320,1448088,1495025,1552857,1525725,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A06,45-54,27386112,27338710,1968548,1964210,712950,711195,287910,320533,1001545,1033920,1142888,1168990,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A07,55-64,23109924,22874788,1374295,1576076,429333,427958,187676,202150,617433,631449,869260,1082286,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,0,All Sexes,A08,65-99,10425903,10190726,836652,1056285,174213,173679,80914,87113,255339,261252,618484,844233,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A00,All Ages (14-99),68973625,70178337,8734906,7311275,2778170,2774633,1205414,1224708,3986261,4005246,5549980,4319051,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A01,14-18,1728844,2305409,1028168,439993,145997,146149,69813,78259,216112,224533,844614,287551,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A02,19-21,2963930,3414594,1160378,665196,289865,289901,148244,126894,438310,417240,802861,361898,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A03,22-24,3709443,3851335,856409,688913,301536,301261,130938,139093,432782,440906,513459,371313,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A04,25-34,14775324,14898145,2014758,1844374,805152,804157,336174,346033,1142110,1152008,1123095,988716,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A05,35-44,15121191,15170025,1442375,1357433,545055,544253,222505,231672,768063,777235,830110,766926,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A06,45-54,13680526,13691441,1025960,988635,368325,367585,151876,156467,520491,524936,609157,584776,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A07,55-64,11600416,11526513,737948,793470,228005,227375,101741,101559,329931,329493,475392,536972,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,1,Male,A08,65-99,5393952,5320874,468909,533260,94235,93952,44122,44732,138462,138896,351292,420899,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A00,All Ages (14-99),68361481,68880821,8049368,7271632,2594916,2589850,1103489,1260455,3702255,3858720,4924747,4387571,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A01,14-18,1991110,2551759,1050556,469715,161873,161800,79652,87888,241879,249869,839794,298316,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A02,19-21,3132026,3516416,1163784,708629,308581,308519,151455,135625,460547,444856,754117,376986,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A03,22-24,3804280,3844135,800027,729439,301489,301129,122126,155344,424164,457384,443484,401834,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A04,25-34,14414356,14376124,1794549,1781082,712635,711091,296502,341912,1010206,1055524,969814,998774,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A05,35-44,14772665,14726991,1293775,1301562,484407,483392,194992,232648,680026,717791,722747,758799,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A06,45-54,13705585,13647270,942589,975575,344625,343610,136033,164067,481054,508985,533731,584214,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A07,55-64,11509508,11348275,636346,782606,201328,200583,85935,100591,287502,301956,393868,545314,1,1,1,1,1,1,1,1,1,1,1,1 +2023,2,2,Female,A08,65-99,5031951,4869852,367743,523025,79978,79727,36792,42381,116877,122356,267192,423334,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A00,All Ages (14-99),139078623,138987058,15911419,15744414,5617879,5606683,2487343,2290452,8118969,7909362,9413858,9507936,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A01,14-18,4331296,4277399,1497216,1526801,304048,303462,144740,204577,449945,508408,1142288,1180079,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A02,19-21,6843757,6340713,1583151,2097239,588015,586081,257714,300835,847541,887651,910333,1396494,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A03,22-24,7610861,7728626,1684401,1529998,626481,626496,298331,254639,926220,882408,964174,844832,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A04,25-34,29187850,29496890,4037536,3636390,1621518,1618286,696596,601593,2321936,2223724,2191945,1892705,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A05,35-44,29941227,30193096,2927025,2612085,1102674,1100470,469066,399808,1574183,1503072,1647636,1407697,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A06,45-54,27418714,27535148,2059304,1904373,752774,751264,324117,276633,1078611,1029812,1178133,1071049,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A07,55-64,23129770,23001073,1362278,1478890,444792,443514,206565,175902,652385,620441,836796,971924,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,0,All Sexes,A08,65-99,10615148,10414112,760508,958637,177576,177110,90214,76466,268147,253846,542552,743155,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A00,All Ages (14-99),70186038,70004806,7857054,7946100,2807151,2800219,1227322,1162168,4041041,3968127,4679471,4867955,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A01,14-18,2051190,2013954,713221,739830,138672,138514,67653,93830,206826,232514,553715,582437,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A02,19-21,3363244,3103770,769688,1032135,280955,280200,125978,145014,407790,425530,455535,705718,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A03,22-24,3805912,3846324,806791,754307,299521,299188,140169,127123,440381,426868,470615,429342,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A04,25-34,14848375,14980106,2014036,1846955,828083,825864,350390,313348,1180383,1141051,1091575,966127,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A05,35-44,15198846,15288620,1454540,1342221,561579,560041,234594,208694,797377,770060,817863,735567,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A06,45-54,13730988,13766936,1014984,967356,375542,374656,158298,141898,534593,517427,585237,556083,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A07,55-64,11652119,11579800,690140,760045,228951,228175,103869,92087,333290,320777,425406,502723,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,1,Male,A08,65-99,5535363,5425297,393654,503252,93848,93579,46370,40174,140400,133900,279524,389958,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A00,All Ages (14-99),68892585,68982252,8054365,7798314,2810728,2806464,1260021,1128284,4077927,3941235,4734387,4639981,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A01,14-18,2280105,2263446,783994,786971,165376,164948,77087,110747,243119,275895,588573,597642,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A02,19-21,3480513,3236943,813464,1065105,307060,305881,131736,155820,439751,462121,454799,690776,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A03,22-24,3804948,3882302,877610,775691,326960,327308,158162,127515,485839,455540,493559,415490,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A04,25-34,14339475,14516784,2023500,1789435,793435,792421,346205,288244,1141552,1082672,1100370,926578,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A05,35-44,14742381,14904476,1472485,1269864,541095,540429,234472,191114,776806,733012,829773,672130,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A06,45-54,13687726,13768213,1044319,937017,377232,376608,165819,134735,544017,512385,592896,514966,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A07,55-64,11477651,11421274,672138,718845,215841,215339,102696,83816,319095,299663,411390,469201,1,1,1,1,1,1,1,1,1,1,1,1 +2023,3,2,Female,A08,65-99,5079785,4988815,366854,455385,83729,83530,43844,36292,127748,119946,263028,353197,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A00,All Ages (14-99),138999073,138597200,13792226,13979846,4675108,4664961,2285554,2226537,6963807,6898045,8354253,8774925,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A01,14-18,3855217,4138831,1191409,881753,233823,233433,178866,133833,413192,367036,911440,625908,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A02,19-21,6197393,6294834,1396618,1259165,455897,454940,301981,226187,758407,681348,858886,759100,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A03,22-24,7622461,7690811,1351590,1247281,500123,499573,257502,232480,757936,732637,774566,704796,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A04,25-34,29409687,29411069,3490909,3423090,1369510,1366653,607188,599866,1977332,1968738,1933352,1936058,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A05,35-44,30218005,30175702,2570881,2577023,938443,935726,402982,428627,1341937,1366022,1482895,1533982,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A06,45-54,27610694,27477479,1819878,1938172,642623,640957,279040,311830,921917,953979,1067995,1209646,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A07,55-64,23249162,22914719,1228120,1566230,379663,378912,179208,207616,559115,587203,776919,1117412,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,0,All Sexes,A08,65-99,10836454,10493754,742822,1087130,155028,154767,78787,86098,233972,241082,548199,888023,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A00,All Ages (14-99),69981712,69457202,6841669,7305007,2375620,2370862,1161394,1181345,3539242,3555078,4149840,4685297,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A01,14-18,1808053,1932596,561859,426897,105621,105541,81718,63248,187574,168712,438091,311706,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A02,19-21,3031952,3064969,678720,630402,221627,221332,144955,114787,366887,336267,425847,390521,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A03,22-24,3785152,3801778,663631,633837,246473,246188,128430,121024,375157,367477,386677,369209,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A04,25-34,14924518,14872836,1769200,1797786,712571,711349,316619,324491,1029757,1036792,977635,1031573,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A05,35-44,15302111,15217922,1287572,1363824,485423,483948,210909,232002,696684,716643,740250,830071,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A06,45-54,13796219,13677964,897906,1016852,324733,323849,143303,166095,468275,490416,528199,652655,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A07,55-64,11696801,11478943,613246,837074,196875,196478,94012,112874,291062,309646,385059,607241,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,1,Male,A08,65-99,5636906,5410193,369536,598335,82297,82178,41448,46824,123845,129125,268081,492321,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A00,All Ages (14-99),69017361,69139998,6950557,6674839,2299489,2294100,1124160,1045192,3424565,3342967,4204414,4089627,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A01,14-18,2047164,2206235,629551,454857,128202,127893,97148,70586,225618,198324,473349,314201,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A02,19-21,3165440,3229865,717898,628762,234270,233609,157027,111399,391519,345081,433039,368579,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A03,22-24,3837309,3889033,687959,613444,253650,253385,129072,111456,382779,365160,387889,335586,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A04,25-34,14485169,14538233,1721709,1625304,656938,655305,290569,275375,947575,931946,955718,904485,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A05,35-44,14915894,14957780,1283308,1213199,453020,451777,192073,196625,645253,649379,742646,703911,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A06,45-54,13814474,13799516,921972,921321,317890,317108,135737,145736,453642,463563,539795,556991,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A07,55-64,11552361,11435776,614874,729156,182788,182435,85196,94742,268053,277557,391860,510171,1,1,1,1,1,1,1,1,1,1,1,1 +2023,4,2,Female,A08,65-99,5199548,5083561,373286,488796,72731,72590,37339,39274,110127,111957,280117,395702,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A00,All Ages (14-99),138538071,139123122,13537429,12633253,4422854,4408874,2226558,2160343,6655759,6570917,8333197,7756197,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A01,14-18,3730408,4055144,1056055,703486,191741,190638,117660,154230,309437,345496,819756,495435,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A02,19-21,6160350,6316772,1375524,1168712,421976,420152,223427,274461,645629,695265,867816,710567,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A03,22-24,7585786,7708478,1317689,1150119,472112,470714,233775,229805,706296,700775,764185,641506,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A04,25-34,29305332,29442757,3391081,3171876,1292907,1289486,604750,581795,1899518,1871358,1909872,1773238,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A05,35-44,30185988,30329411,2566618,2365195,900139,897310,431923,397089,1333630,1294485,1513413,1372186,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A06,45-54,27535428,27620395,1862563,1740145,624153,622660,314417,273390,939742,896087,1124440,1041803,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A07,55-64,23140886,23001900,1264008,1387370,372876,371537,211498,173075,585165,544541,816040,957477,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,0,All Sexes,A08,65-99,10893892,10648264,703890,946350,146950,146377,89108,76498,236343,222911,517674,763985,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A00,All Ages (14-99),69419853,69800114,6959935,6451719,2276429,2268836,1183331,1134597,3464183,3404343,4345286,3976554,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A01,14-18,1733430,1894645,505752,333652,85534,85151,54989,72088,140579,157522,402443,241171,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A02,19-21,2997116,3084804,680272,572717,205791,205046,113896,136630,319934,341956,440831,352582,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A03,22-24,3743512,3819589,667059,573013,234944,234108,121454,119519,356732,353770,398838,323071,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A04,25-34,14811577,14925711,1778191,1628421,681101,679187,327347,312781,1009731,992047,1014148,902145,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A05,35-44,15228273,15316602,1340779,1228380,473467,471800,234103,213400,708630,685266,799531,714217,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A06,45-54,13706522,13756734,960347,896406,321581,320720,167825,144889,490146,465635,589440,542064,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A07,55-64,11589096,11521060,659075,722403,195661,194830,115130,93926,311329,288753,429681,500716,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,1,Male,A08,65-99,5610327,5480968,368460,496727,78349,77994,48587,41363,127101,119394,270376,400587,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A00,All Ages (14-99),69118219,69323008,6577494,6181534,2146425,2140038,1043227,1025746,3191576,3166575,3987910,3779643,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A01,14-18,1996978,2160499,550303,369833,106207,105486,62671,82141,168858,187974,417313,254263,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A02,19-21,3163234,3231968,695252,595995,216185,215105,109531,137832,325695,353309,426985,357985,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A03,22-24,3842274,3888889,650631,577106,237168,236607,112320,110286,349564,347004,365348,318435,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A04,25-34,14493755,14517046,1612891,1543454,611806,610299,277404,269014,889787,879311,895724,871094,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A05,35-44,14957715,15012809,1225839,1136814,426672,425510,197819,183689,624999,609219,713883,657969,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A06,45-54,13828907,13863660,902217,843739,302572,301940,146592,128501,449596,430451,535001,499738,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A07,55-64,11551790,11480841,604932,664967,177215,176707,96368,79149,273836,255789,386359,456761,1,1,1,1,1,1,1,1,1,1,1,1 +2024,1,2,Female,A08,65-99,5283565,5167297,335430,449624,68601,68384,40521,35135,109241,103517,247298,363398,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A00,All Ages (14-99),139021617,140761138,16091182,13892783,4973278,4969669,2164235,2326674,7138956,7296308,10168510,8406162,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A01,14-18,3614682,4675282,1922188,821798,270754,271096,132440,144475,403532,414832,1558997,533411,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A02,19-21,6200064,7041166,2261784,1296545,555437,555688,277251,241154,832870,796240,1527269,702188,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A03,22-24,7598440,7784121,1579244,1337845,557583,557410,233422,274187,791409,831283,922810,736022,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A04,25-34,29333884,29482665,3631944,3391531,1399993,1399101,587718,640760,1988163,2040404,2037862,1874057,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A05,35-44,30343150,30394789,2655626,2536874,960584,959731,401590,441910,1362204,1402148,1542351,1472433,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A06,45-54,27669025,27648443,1907131,1883738,665495,664543,276386,307785,941936,972758,1129163,1134703,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A07,55-64,23222376,22978017,1308044,1526573,396163,395258,176563,191581,572690,587007,837234,1064729,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,0,All Sexes,A08,65-99,11039996,10756654,825221,1097878,167267,166842,78866,84822,246151,251636,612823,888618,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A00,All Ages (14-99),69768541,70982351,8435636,7003565,2594095,2593776,1137940,1158198,3733604,3750880,5424513,4188324,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A01,14-18,1680113,2215654,949474,398745,128990,129311,61480,68000,190646,196949,780740,262653,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A02,19-21,3026630,3478135,1132073,632125,271170,271541,137476,117105,408818,388312,788944,345891,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A03,22-24,3757630,3899551,819067,650929,279225,279354,121423,129870,400913,408976,496728,354351,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A04,25-34,14867868,15028872,1948334,1741239,750842,751029,316039,326936,1067412,1077904,1110612,939470,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A05,35-44,15336583,15416217,1419937,1305290,514695,514442,216200,223284,731109,737696,837184,744894,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A06,45-54,13785927,13811241,1005045,955220,348194,347774,146652,152795,495005,500590,607566,570650,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A07,55-64,11634271,11553859,704574,769001,211104,210725,95942,96918,307080,307605,459169,529109,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,1,Male,A08,65-99,5679520,5578822,457131,551016,89875,89599,42729,43290,132622,132849,343570,441307,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A00,All Ages (14-99),69253077,69778787,7655547,6889218,2379183,2375894,1026294,1168476,3405352,3545428,4743997,4217838,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A01,14-18,1934568,2459628,972714,423054,141764,141785,70960,76475,212886,217883,778257,270758,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A02,19-21,3173435,3563031,1129711,664420,284268,284146,139775,124049,424052,407929,738325,356297,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A03,22-24,3840810,3884570,760177,686916,278358,278056,111999,144317,390497,422306,426082,381671,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A04,25-34,14466016,14453793,1683610,1650293,649151,648072,271678,313823,920751,962501,927251,934587,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A05,35-44,15006567,14978573,1235688,1231584,445890,445289,185390,218627,631095,664452,705167,727539,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A06,45-54,13883098,13837202,902086,928518,317300,316769,129734,154989,446931,472168,521597,564054,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A07,55-64,11588105,11424158,603470,757572,185059,184533,80621,94663,265610,279402,378065,535620,1,1,1,1,1,1,1,1,1,1,1,1 +2024,2,2,Female,A08,65-99,5360477,5177832,368090,546862,77392,77242,36137,41532,113529,118787,269253,447311,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A00,All Ages (14-99),140665276,140512717,15118042,15097348,5231372,5220420,2325836,2164117,7557515,7391015,9061289,9260824,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A01,14-18,4141514,4079211,1373193,1414161,270637,269916,124468,182751,394932,452312,1056475,1102188,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A02,19-21,6925205,6419394,1508503,2033619,543571,541282,235601,286747,779041,828072,883285,1374818,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A03,22-24,7698501,7809974,1600984,1456396,580999,580934,277730,239280,858594,820867,929725,817838,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A04,25-34,29356679,29680683,3832098,3434202,1509357,1507056,647102,564889,2156883,2074485,2115754,1810074,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A05,35-44,30412588,30671218,2813615,2510465,1038832,1036502,446070,383939,1485130,1422190,1609713,1372942,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A06,45-54,27720496,27839190,1974192,1832508,706743,705233,311334,265300,1018227,971694,1147226,1047695,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A07,55-64,23221186,23068634,1279699,1432638,411219,410064,195798,166235,607043,576839,793403,960838,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,0,All Sexes,A08,65-99,11189108,10944413,735757,983360,170013,169433,87733,74977,257664,244558,525708,774431,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A00,All Ages (14-99),70935011,70763746,7522945,7640094,2630092,2623709,1158553,1107968,3789503,3734396,4543916,4747314,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A01,14-18,1958384,1918659,654283,684112,123108,122860,58089,83862,181169,206546,512212,543335,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A02,19-21,3411431,3150270,734293,1001679,260331,259351,115474,139504,375862,398888,442121,695768,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A03,22-24,3853204,3894432,769876,718632,278256,277937,130674,119925,408982,398129,456641,415363,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A04,25-34,14957597,15111137,1934933,1753689,777787,776228,330106,297927,1108285,1075266,1068849,926471,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A05,35-44,15437137,15542234,1417596,1297989,535007,533608,225725,202720,760960,737077,811491,719108,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A06,45-54,13846617,13889950,981930,934211,354307,353357,154712,137541,509150,491348,577079,545804,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A07,55-64,11672798,11590816,649392,734962,211675,211062,98984,87281,310710,298556,404360,495873,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,1,Male,A08,65-99,5797843,5666248,380642,514820,89622,89306,44788,39208,134384,128587,271163,405592,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A00,All Ages (14-99),69730265,69748971,7595097,7457254,2601280,2596711,1167283,1056149,3768012,3656619,4517373,4513510,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A01,14-18,2183130,2160551,718910,730048,147530,147056,66379,98889,213763,245766,544263,558854,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A02,19-21,3513774,3269125,774210,1031940,283240,281932,120127,147243,403179,429184,441164,679050,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A03,22-24,3845297,3915542,831108,737764,302744,302997,147056,119354,449612,422738,473084,402475,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A04,25-34,14399082,14569546,1897165,1680514,731570,730828,316997,266962,1048598,999219,1046905,883604,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A05,35-44,14975451,15128984,1396020,1212476,503825,502894,220344,181218,724170,685113,798222,653834,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A06,45-54,13873878,13949240,992261,898297,352436,351877,156622,127759,509077,480346,570147,501891,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A07,55-64,11548388,11477818,630307,697676,199544,199001,96814,78954,296333,278282,389043,464965,1,1,1,1,1,1,1,1,1,1,1,1 +2024,3,2,Female,A08,65-99,5391265,5278165,355115,468540,80391,80127,42945,35769,123281,115971,254545,368839,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A00,All Ages (14-99),140499545,139978638,13358600,13685550,4432200,4422366,2163425,2077001,6596096,6500693,8179380,8708948,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A01,14-18,3666671,3971178,1122444,790760,209606,208593,159894,112954,369413,321648,868851,560330,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A02,19-21,6247914,6386829,1368727,1189333,425256,424120,288392,204499,713738,628579,861705,720119,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A03,22-24,7709283,7798172,1308799,1183604,469775,469073,242154,210530,712040,679677,762266,672141,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A04,25-34,29565203,29579001,3363819,3287914,1296826,1294371,570173,553921,1867232,1848640,1885292,1875551,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A05,35-44,30696374,30616292,2513148,2562635,904399,902345,387772,411576,1292254,1314307,1461851,1548560,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A06,45-54,27914068,27735171,1772601,1942118,615875,614398,268169,301538,884145,916219,1049653,1235425,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A07,55-64,23329313,22935077,1177863,1579805,359115,358401,169562,198369,528687,556941,749266,1147294,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,0,All Sexes,A08,65-99,11370719,10956917,731198,1149381,151348,151065,77309,83614,228585,234682,540497,949529,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A00,All Ages (14-99),70719124,70163419,6690647,7195747,2275542,2269574,1108919,1109515,3384012,3380611,4101156,4669279,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A01,14-18,1716388,1851235,531011,385392,95001,94591,73108,53654,168063,148305,418930,281307,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A02,19-21,3064410,3119511,670179,599861,208572,208165,139903,104840,348516,313052,430314,373255,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A03,22-24,3835529,3865980,647465,603622,232992,232503,121127,110077,354135,342717,383779,352844,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A04,25-34,15039222,15004176,1725101,1738577,682460,680753,300811,301699,983173,982862,964701,1004086,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A05,35-44,15555421,15456210,1275441,1369501,474267,472942,205190,224017,679317,697344,738744,843821,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A06,45-54,13917395,13781039,886807,1026913,315085,314102,139169,161952,454159,476328,526841,669771,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A07,55-64,11711529,11466324,591369,844777,187051,186576,89139,108022,276119,294785,373909,622889,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,1,Male,A08,65-99,5879230,5618944,363275,627105,80112,79942,40471,45254,120530,125218,263938,521306,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A00,All Ages (14-99),69780421,69815219,6667952,6489803,2156659,2152792,1054507,967486,3212084,3120083,4078225,4039669,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A01,14-18,1950283,2119943,591433,405368,114605,114002,86786,59300,201350,173343,449921,279023,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A02,19-21,3183504,3267318,698548,589472,216684,215955,148489,99659,365222,315527,431391,346865,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A03,22-24,3873754,3932192,661334,579982,236783,236570,121027,100453,357905,336960,378487,319296,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A04,25-34,14525980,14574824,1638718,1549337,614366,613617,269362,252222,884059,865778,920591,871464,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A05,35-44,15140953,15160082,1237707,1193133,430132,429403,182582,187559,612937,616963,723108,704738,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A06,45-54,13996673,13954132,885794,915206,300790,300296,129000,139586,429986,439892,522812,565655,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A07,55-64,11617784,11468753,586495,735029,172064,171825,80423,90347,252568,262156,375357,524405,1,1,1,1,1,1,1,1,1,1,1,1 +2024,4,2,Female,A08,65-99,5491489,5337974,367923,522276,71235,71123,36838,38360,108056,109464,276559,428223,1,1,1,1,1,1,1,1,1,1,1,1 +2025,1,0,All Sexes,A00,All Ages (14-99),139836605,140000341,12770341,12263417,4193521,4182606,2076610,,6272897,,7809750,7599959,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A01,14-18,3559170,3861467,959716,625100,167327,166709,98681,,266035,,747820,441643,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A02,19-21,6238093,6385414,1322292,1118240,393327,392162,201735,,595206,,840265,687165,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A03,22-24,7669603,7769257,1243054,1094496,440527,439536,211190,,651956,,720516,616584,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A04,25-34,29448857,29499238,3183860,3045167,1221088,1218522,558071,,1779866,,1779603,1716984,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A05,35-44,30615858,30691563,2451922,2315478,869251,867011,414537,,1284375,,1433190,1348860,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A06,45-54,27782732,27811074,1778129,1710097,601777,600192,303847,,906129,,1065758,1031427,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A07,55-64,23161829,22954810,1175757,1368788,354996,353872,202162,,557520,,750048,954661,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,0,All Sexes,A08,65-99,11360464,11027518,655611,986050,145227,144602,86386,,231810,,472550,802635,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A00,All Ages (14-99),70052658,70187803,6595499,6321035,2190786,2184143,1110032,,3303290,,4072701,3922019,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A01,14-18,1649773,1802986,462721,295869,75136,74950,46307,,121503,,369452,213897,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A02,19-21,3042811,3123352,656922,553437,194836,194285,103614,,298639,,427433,343698,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A03,22-24,3791812,3855549,632834,548888,222241,221647,110284,,332746,,376929,311282,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A04,25-34,14923484,14982886,1680405,1582249,654171,652592,303732,,958544,,945085,881149,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A05,35-44,15456099,15502688,1287543,1215737,465040,463595,225894,,691428,,756283,707344,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A06,45-54,13797203,13812683,919145,889074,313447,312334,163165,,477076,,557745,541435,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A07,55-64,11571850,11462512,613585,719024,188806,188047,110198,,299287,,393215,502851,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,1,Male,A08,65-99,5819626,5645146,342345,516757,77109,76693,46837,,124067,,246559,420362,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A00,All Ages (14-99),69783947,69812538,6174842,5942382,2002735,1998463,966578,,2969608,,3737049,3677940,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A01,14-18,1909396,2058481,496995,329231,92191,91759,52374,,144532,,378368,227747,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A02,19-21,3195282,3262062,665371,564803,198491,197877,98121,,296568,,412832,343467,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A03,22-24,3877791,3913708,610220,545608,218286,217889,100906,,319210,,343587,305301,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A04,25-34,14525373,14516352,1503455,1462918,566917,565930,254339,,821322,,834518,835835,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A05,35-44,15159759,15188876,1164379,1099741,404211,403416,188643,,592946,,676907,641516,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A06,45-54,13985529,13998391,858984,821023,288331,287858,140682,,429053,,508013,489992,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A07,55-64,11589979,11492297,562172,649765,166190,165825,91965,,258234,,356833,451810,1,1,1,1,1,1,1,-1,1,-1,1,1 +2025,1,2,Female,A08,65-99,5540838,5382372,313266,469293,68118,67909,39549,,107743,,225991,382273,1,1,1,1,1,1,1,-1,1,-1,1,1 diff --git a/data/external/j2jod_us_firmsize_od_2015on.csv b/data/external/j2jod_us_firmsize_od_2015on.csv new file mode 100644 index 00000000..ba97616d --- /dev/null +++ b/data/external/j2jod_us_firmsize_od_2015on.csv @@ -0,0 +1,1477 @@ +year,quarter,firmsize_orig,firmsize,firmsize_orig_label,firmsize_label,EE,AQHire,J2J,EES,AQHireS,J2JS,sEE,sAQHire,sJ2J,sEES,sAQHireS,sJ2JS +2015,1,0,0,All Firm Sizes,All Firm Sizes,3985308,1939277,5924585,2283394,974400,3257794,1,1,10,1,1,10 +2015,1,0,1,All Firm Sizes,0-19 Employees,601144,360681,961825,338936,190341,529277,1,1,10,1,1,10 +2015,1,0,2,All Firm Sizes,20-49 Employees,382912,185386,568298,208530,86204,294734,1,1,10,1,1,10 +2015,1,0,3,All Firm Sizes,50-249 Employees,642927,292945,935872,357814,137604,495418,1,1,10,1,1,10 +2015,1,0,4,All Firm Sizes,250-499 Employees,240066,107856,347922,133506,50017,183523,1,1,10,1,1,10 +2015,1,0,5,All Firm Sizes,500+ Employees,1926216,907318,2833534,1108763,460893,1569656,1,1,10,1,1,10 +2015,1,1,0,0-19 Employees,All Firm Sizes,540509,407379,947888,313803,204474,518277,1,1,10,1,1,10 +2015,1,1,1,0-19 Employees,0-19 Employees,186628,156934,343562,113994,91637,205631,10,10,10,10,10,10 +2015,1,1,2,0-19 Employees,20-49 Employees,73037,50372,123409,41320,23762,65082,10,10,10,10,10,10 +2015,1,1,3,0-19 Employees,50-249 Employees,83487,57057,140544,46929,25841,72770,10,10,10,10,10,10 +2015,1,1,4,0-19 Employees,250-499 Employees,24583,17023,41606,13712,7363,21075,10,10,10,10,10,10 +2015,1,1,5,0-19 Employees,500+ Employees,154721,112119,266840,85363,48410,133773,10,10,10,10,10,10 +2015,1,2,0,20-49 Employees,All Firm Sizes,363884,190899,554783,206793,90409,297202,1,1,10,1,1,10 +2015,1,2,1,20-49 Employees,0-19 Employees,80812,44374,125186,46749,22531,69280,10,10,10,10,10,10 +2015,1,2,2,20-49 Employees,20-49 Employees,61197,30932,92129,35056,15701,50757,10,10,10,10,10,10 +2015,1,2,3,20-49 Employees,50-249 Employees,69481,34578,104059,39557,16134,55691,10,10,10,10,10,10 +2015,1,2,4,20-49 Employees,250-499 Employees,19429,10222,29651,10886,4431,15317,10,10,10,10,10,10 +2015,1,2,5,20-49 Employees,500+ Employees,121151,64490,185641,66337,28292,94629,10,10,10,10,10,10 +2015,1,3,0,50-249 Employees,All Firm Sizes,606604,294354,900958,347988,142908,490896,1,1,10,1,1,10 +2015,1,3,1,50-249 Employees,0-19 Employees,91864,47714,139578,52127,23516,75643,10,10,10,10,10,10 +2015,1,3,2,50-249 Employees,20-49 Employees,71880,32910,104790,40382,15572,55954,10,10,10,10,10,10 +2015,1,3,3,50-249 Employees,50-249 Employees,142017,66930,208947,83192,34939,118131,10,10,10,10,10,10 +2015,1,3,4,50-249 Employees,250-499 Employees,41348,19885,61233,23425,9422,32847,10,10,10,10,10,10 +2015,1,3,5,50-249 Employees,500+ Employees,238568,117234,355802,134130,54056,188186,10,10,10,10,10,10 +2015,1,4,0,250-499 Employees,All Firm Sizes,230019,106350,336369,131029,50793,181822,1,1,10,1,1,10 +2015,1,4,1,250-499 Employees,0-19 Employees,27480,13677,41157,14941,6381,21322,10,10,10,10,10,10 +2015,1,4,2,250-499 Employees,20-49 Employees,21461,9419,30880,11821,4219,16040,10,10,10,10,10,10 +2015,1,4,3,250-499 Employees,50-249 Employees,44170,19144,63314,25011,9098,34109,10,10,10,10,10,10 +2015,1,4,4,250-499 Employees,250-499 Employees,24219,12311,36530,14734,7183,21917,10,10,10,10,10,10 +2015,1,4,5,250-499 Employees,500+ Employees,104251,48263,152514,58526,21948,80474,10,10,10,10,10,10 +2015,1,5,0,500+ Employees,All Firm Sizes,2091631,871883,2963514,1178511,447201,1625712,1,1,10,1,1,10 +2015,1,5,1,500+ Employees,0-19 Employees,199567,89851,289418,101805,42039,143844,10,10,10,10,10,10 +2015,1,5,2,500+ Employees,20-49 Employees,146760,57350,204110,74549,24800,99349,10,10,10,10,10,10 +2015,1,5,3,500+ Employees,50-249 Employees,288445,108342,396787,153428,48154,201582,10,10,10,10,10,10 +2015,1,5,4,500+ Employees,250-499 Employees,124177,45732,169909,66680,20271,86951,10,10,10,10,10,10 +2015,1,5,5,500+ Employees,500+ Employees,1260661,543144,1803805,734039,296503,1030542,10,10,10,10,10,10 +2015,2,0,0,All Firm Sizes,All Firm Sizes,4867789,1996453,6864242,2814775,902513,3717288,1,1,10,1,1,10 +2015,2,0,1,All Firm Sizes,0-19 Employees,854203,375541,1229744,460689,169555,630244,1,1,10,1,1,10 +2015,2,0,2,All Firm Sizes,20-49 Employees,481254,194405,675659,261492,84107,345599,1,1,10,1,1,10 +2015,2,0,3,All Firm Sizes,50-249 Employees,779101,304827,1083928,435842,135108,570950,1,1,10,1,1,10 +2015,2,0,4,All Firm Sizes,250-499 Employees,278376,110759,389135,158263,49260,207523,1,1,10,1,1,10 +2015,2,0,5,All Firm Sizes,500+ Employees,2254516,925426,3179942,1349887,418696,1768583,1,1,10,1,1,10 +2015,2,1,0,0-19 Employees,All Firm Sizes,688467,324649,1013116,378305,160683,538988,1,1,10,1,1,10 +2015,2,1,1,0-19 Employees,0-19 Employees,245600,118263,363863,138889,63013,201902,10,10,10,10,10,10 +2015,2,1,2,0-19 Employees,20-49 Employees,91282,39956,131238,49480,19038,68518,10,10,10,10,10,10 +2015,2,1,3,0-19 Employees,50-249 Employees,104645,46213,150858,56118,21750,77868,10,10,10,10,10,10 +2015,2,1,4,0-19 Employees,250-499 Employees,30435,13913,44348,16231,6439,22670,10,10,10,10,10,10 +2015,2,1,5,0-19 Employees,500+ Employees,193825,95577,289402,104072,44706,148778,10,10,10,10,10,10 +2015,2,2,0,20-49 Employees,All Firm Sizes,470729,196950,667679,257722,91225,348947,1,1,10,1,1,10 +2015,2,2,1,20-49 Employees,0-19 Employees,117631,48887,166518,63301,22732,86033,10,10,10,10,10,10 +2015,2,2,2,20-49 Employees,20-49 Employees,75835,29216,105051,42364,13886,56250,10,10,10,10,10,10 +2015,2,2,3,20-49 Employees,50-249 Employees,87462,34836,122298,48248,16357,64605,10,10,10,10,10,10 +2015,2,2,4,20-49 Employees,250-499 Employees,24088,10002,34090,13188,4542,17730,10,10,10,10,10,10 +2015,2,2,5,20-49 Employees,500+ Employees,151283,67768,219051,82172,30516,112688,10,10,10,10,10,10 +2015,2,3,0,50-249 Employees,All Firm Sizes,767037,305550,1072587,430650,140508,571158,1,1,10,1,1,10 +2015,2,3,1,50-249 Employees,0-19 Employees,137968,56492,194460,73544,24878,98422,10,10,10,10,10,10 +2015,2,3,2,50-249 Employees,20-49 Employees,92104,35086,127190,50467,15893,66360,10,10,10,10,10,10 +2015,2,3,3,50-249 Employees,50-249 Employees,170733,62552,233285,98189,29871,128060,10,10,10,10,10,10 +2015,2,3,4,50-249 Employees,250-499 Employees,49056,19084,68140,27864,8870,36734,10,10,10,10,10,10 +2015,2,3,5,50-249 Employees,500+ Employees,292473,122648,415121,164867,55844,220711,10,10,10,10,10,10 +2015,2,4,0,250-499 Employees,All Firm Sizes,289903,113120,403023,162615,50834,213449,1,1,10,1,1,10 +2015,2,4,1,250-499 Employees,0-19 Employees,42445,17429,59874,22118,7259,29377,10,10,10,10,10,10 +2015,2,4,2,250-499 Employees,20-49 Employees,28053,10666,38719,15030,4592,19622,10,10,10,10,10,10 +2015,2,4,3,250-499 Employees,50-249 Employees,54116,19970,74086,30101,9001,39102,10,10,10,10,10,10 +2015,2,4,4,250-499 Employees,250-499 Employees,28164,10087,38251,16856,5053,21909,10,10,10,10,10,10 +2015,2,4,5,250-499 Employees,500+ Employees,127434,51190,178624,72240,22944,95184,10,10,10,10,10,10 +2015,2,5,0,500+ Employees,All Firm Sizes,2439001,989880,3428881,1449479,423702,1873181,1,1,10,1,1,10 +2015,2,5,1,500+ Employees,0-19 Employees,281701,125260,406961,147727,47529,195256,10,10,10,10,10,10 +2015,2,5,2,500+ Employees,20-49 Employees,179626,75160,254786,96376,28749,125125,10,10,10,10,10,10 +2015,2,5,3,500+ Employees,50-249 Employees,339460,134100,473560,190185,54717,244902,10,10,10,10,10,10 +2015,2,5,4,500+ Employees,250-499 Employees,138239,55035,193274,79077,23015,102092,10,10,10,10,10,10 +2015,2,5,5,500+ Employees,500+ Employees,1422166,565757,1987923,885427,252985,1138412,10,10,10,10,10,10 +2015,3,0,0,All Firm Sizes,All Firm Sizes,5311346,2166087,7477433,3053384,1148121,4201505,1,1,10,1,1,10 +2015,3,0,1,All Firm Sizes,0-19 Employees,839840,376369,1216209,440787,188567,629354,1,1,10,1,1,10 +2015,3,0,2,All Firm Sizes,20-49 Employees,501720,199101,700821,264081,98143,362224,1,1,10,1,1,10 +2015,3,0,3,All Firm Sizes,50-249 Employees,814172,309348,1123520,445859,156052,601911,1,1,10,1,1,10 +2015,3,0,4,All Firm Sizes,250-499 Employees,295371,113264,408635,162589,56390,218979,1,1,10,1,1,10 +2015,3,0,5,All Firm Sizes,500+ Employees,2436289,980519,3416808,1404088,507287,1911375,1,1,10,1,1,10 +2015,3,1,0,0-19 Employees,All Firm Sizes,800510,343239,1143749,406016,174126,580142,1,1,10,1,1,10 +2015,3,1,1,0-19 Employees,0-19 Employees,266307,119558,385865,139243,63505,202748,10,10,10,10,10,10 +2015,3,1,2,0-19 Employees,20-49 Employees,104965,41084,146049,51878,20231,72109,10,10,10,10,10,10 +2015,3,1,3,0-19 Employees,50-249 Employees,121099,48031,169130,59664,23642,83306,10,10,10,10,10,10 +2015,3,1,4,0-19 Employees,250-499 Employees,35592,14590,50182,17375,6951,24326,10,10,10,10,10,10 +2015,3,1,5,0-19 Employees,500+ Employees,235142,104817,339959,113484,49954,163438,10,10,10,10,10,10 +2015,3,2,0,20-49 Employees,All Firm Sizes,509367,207497,716864,272897,103237,376134,1,1,10,1,1,10 +2015,3,2,1,20-49 Employees,0-19 Employees,115700,48735,164435,60456,24046,84502,10,10,10,10,10,10 +2015,3,2,2,20-49 Employees,20-49 Employees,79555,30023,109578,43000,15163,58163,10,10,10,10,10,10 +2015,3,2,3,20-49 Employees,50-249 Employees,93097,35429,128526,50297,17493,67790,10,10,10,10,10,10 +2015,3,2,4,20-49 Employees,250-499 Employees,26569,10377,36946,13985,5032,19017,10,10,10,10,10,10 +2015,3,2,5,20-49 Employees,500+ Employees,169972,73829,243801,87633,35354,122987,10,10,10,10,10,10 +2015,3,3,0,50-249 Employees,All Firm Sizes,823122,322717,1145839,453982,161699,615681,1,1,10,1,1,10 +2015,3,3,1,50-249 Employees,0-19 Employees,133751,56608,190359,69517,26979,96496,10,10,10,10,10,10 +2015,3,3,2,50-249 Employees,20-49 Employees,95201,35984,131185,50876,17548,68424,10,10,10,10,10,10 +2015,3,3,3,50-249 Employees,50-249 Employees,178268,63838,242106,100635,33002,133637,10,10,10,10,10,10 +2015,3,3,4,50-249 Employees,250-499 Employees,53770,19585,73355,29525,9780,39305,10,10,10,10,10,10 +2015,3,3,5,50-249 Employees,500+ Employees,320476,131737,452213,172687,63860,236547,10,10,10,10,10,10 +2015,3,4,0,250-499 Employees,All Firm Sizes,301794,119245,421039,167149,58360,225509,1,1,10,1,1,10 +2015,3,4,1,250-499 Employees,0-19 Employees,39059,17420,56479,20147,8028,28175,10,10,10,10,10,10 +2015,3,4,2,250-499 Employees,20-49 Employees,27638,10852,38490,14415,5200,19615,10,10,10,10,10,10 +2015,3,4,3,250-499 Employees,50-249 Employees,55060,20175,75235,30334,9965,40299,10,10,10,10,10,10 +2015,3,4,4,250-499 Employees,250-499 Employees,29352,10103,39455,17166,5177,22343,10,10,10,10,10,10 +2015,3,4,5,250-499 Employees,500+ Employees,135944,55025,190969,74168,26104,100272,10,10,10,10,10,10 +2015,3,5,0,500+ Employees,All Firm Sizes,2524062,983204,3507266,1482168,511342,1993510,1,1,10,1,1,10 +2015,3,5,1,500+ Employees,0-19 Employees,258285,117624,375909,135337,55847,191184,10,10,10,10,10,10 +2015,3,5,2,500+ Employees,20-49 Employees,177488,71423,248911,93435,33769,127204,10,10,10,10,10,10 +2015,3,5,3,500+ Employees,50-249 Employees,338684,126286,464970,186337,61773,248110,10,10,10,10,10,10 +2015,3,5,4,500+ Employees,250-499 Employees,140174,52192,192366,78033,25210,103243,10,10,10,10,10,10 +2015,3,5,5,500+ Employees,500+ Employees,1497643,570841,2068484,907327,304419,1211746,10,10,10,10,10,10 +2015,4,0,0,All Firm Sizes,All Firm Sizes,4686235,2102303,6788538,2670905,968560,3639465,1,1,10,1,1,10 +2015,4,0,1,All Firm Sizes,0-19 Employees,686334,339563,1025897,382184,160577,542761,1,1,10,1,1,10 +2015,4,0,2,All Firm Sizes,20-49 Employees,413989,185519,599508,225188,81752,306940,1,1,10,1,1,10 +2015,4,0,3,All Firm Sizes,50-249 Employees,705689,293957,999646,392843,132069,524912,1,1,10,1,1,10 +2015,4,0,4,All Firm Sizes,250-499 Employees,270545,112466,383011,149972,50204,200176,1,1,10,1,1,10 +2015,4,0,5,All Firm Sizes,500+ Employees,2365176,1042268,3407444,1343454,466647,1810101,1,1,10,1,1,10 +2015,4,1,0,0-19 Employees,All Firm Sizes,722655,393700,1116355,387602,167941,555543,1,1,10,1,1,10 +2015,4,1,1,0-19 Employees,0-19 Employees,219983,116598,336581,124633,57138,181771,10,10,10,10,10,10 +2015,4,1,2,0-19 Employees,20-49 Employees,89668,44590,134258,47908,18583,66491,10,10,10,10,10,10 +2015,4,1,3,0-19 Employees,50-249 Employees,108801,54611,163412,57636,22024,79660,10,10,10,10,10,10 +2015,4,1,4,0-19 Employees,250-499 Employees,34572,17818,52390,17711,7039,24750,10,10,10,10,10,10 +2015,4,1,5,0-19 Employees,500+ Employees,242319,141967,384286,121118,53614,174732,10,10,10,10,10,10 +2015,4,2,0,20-49 Employees,All Firm Sizes,440533,219112,659645,237443,97596,335039,1,1,10,1,1,10 +2015,4,2,1,20-49 Employees,0-19 Employees,92624,45383,138007,51507,21352,72859,10,10,10,10,10,10 +2015,4,2,2,20-49 Employees,20-49 Employees,63997,28786,92783,35366,13528,48894,10,10,10,10,10,10 +2015,4,2,3,20-49 Employees,50-249 Employees,78501,35188,113689,43167,15628,58795,10,10,10,10,10,10 +2015,4,2,4,20-49 Employees,250-499 Employees,23792,11076,34868,12661,4646,17307,10,10,10,10,10,10 +2015,4,2,5,20-49 Employees,500+ Employees,166090,88072,254162,84423,36238,120661,10,10,10,10,10,10 +2015,4,3,0,50-249 Employees,All Firm Sizes,720602,327781,1048383,401685,148694,550379,1,1,10,1,1,10 +2015,4,3,1,50-249 Employees,0-19 Employees,108541,51721,160262,60069,23843,83912,10,10,10,10,10,10 +2015,4,3,2,50-249 Employees,20-49 Employees,77492,33477,110969,43149,15103,58252,10,10,10,10,10,10 +2015,4,3,3,50-249 Employees,50-249 Employees,153069,60895,213964,87870,28975,116845,10,10,10,10,10,10 +2015,4,3,4,50-249 Employees,250-499 Employees,48135,20297,68432,26626,9233,35859,10,10,10,10,10,10 +2015,4,3,5,50-249 Employees,500+ Employees,307123,147195,454318,165709,63481,229190,10,10,10,10,10,10 +2015,4,4,0,250-499 Employees,All Firm Sizes,272903,116836,389739,152759,53538,206297,1,1,10,1,1,10 +2015,4,4,1,250-499 Employees,0-19 Employees,32188,15013,47201,17704,7043,24747,10,10,10,10,10,10 +2015,4,4,2,250-499 Employees,20-49 Employees,23036,9785,32821,12443,4224,16667,10,10,10,10,10,10 +2015,4,4,3,250-499 Employees,50-249 Employees,47822,18851,66673,27114,8799,35913,10,10,10,10,10,10 +2015,4,4,4,250-499 Employees,250-499 Employees,26690,9960,36650,15916,5049,20965,10,10,10,10,10,10 +2015,4,4,5,250-499 Employees,500+ Employees,132103,57985,190088,71838,25265,97103,10,10,10,10,10,10 +2015,4,5,0,500+ Employees,All Firm Sizes,2344742,934929,3279671,1361612,442714,1804326,1,1,10,1,1,10 +2015,4,5,1,500+ Employees,0-19 Employees,216408,98868,315276,117884,45475,163359,10,10,10,10,10,10 +2015,4,5,2,500+ Employees,20-49 Employees,150305,62367,212672,80310,27410,107720,10,10,10,10,10,10 +2015,4,5,3,500+ Employees,50-249 Employees,302267,114652,416919,167050,52150,219200,10,10,10,10,10,10 +2015,4,5,4,500+ Employees,250-499 Employees,131186,49174,180360,72851,22231,95082,10,10,10,10,10,10 +2015,4,5,5,500+ Employees,500+ Employees,1459051,568570,2027621,862767,271029,1133796,10,10,10,10,10,10 +2016,1,0,0,All Firm Sizes,All Firm Sizes,4096713,2079746,6176459,2329524,1034590,3364114,1,1,10,1,1,10 +2016,1,0,1,All Firm Sizes,0-19 Employees,621343,381667,1003010,348177,200454,548631,1,1,10,1,1,10 +2016,1,0,2,All Firm Sizes,20-49 Employees,400367,201481,601848,215931,94184,310115,1,1,10,1,1,10 +2016,1,0,3,All Firm Sizes,50-249 Employees,660287,311506,971793,363659,146345,510004,1,1,10,1,1,10 +2016,1,0,4,All Firm Sizes,250-499 Employees,239161,115012,354173,132675,53505,186180,1,1,10,1,1,10 +2016,1,0,5,All Firm Sizes,500+ Employees,1974956,980300,2955256,1126618,488381,1614999,1,1,10,1,1,10 +2016,1,1,0,0-19 Employees,All Firm Sizes,560868,421085,981953,322634,211394,534028,1,1,10,1,1,10 +2016,1,1,1,0-19 Employees,0-19 Employees,193348,162025,355373,,,,10,10,10,11,11,11 +2016,1,1,2,0-19 Employees,20-49 Employees,76094,52640,128734,,,,10,10,10,11,11,11 +2016,1,1,3,0-19 Employees,50-249 Employees,85880,58516,144396,,,,10,10,10,11,11,11 +2016,1,1,4,0-19 Employees,250-499 Employees,24841,17478,42319,,,,10,10,10,11,11,11 +2016,1,1,5,0-19 Employees,500+ Employees,160885,117986,278871,,,,10,10,10,11,11,11 +2016,1,2,0,20-49 Employees,All Firm Sizes,382533,207020,589553,214653,97906,312559,1,1,10,1,1,10 +2016,1,2,1,20-49 Employees,0-19 Employees,84478,48067,132545,,,,10,10,10,11,11,11 +2016,1,2,2,20-49 Employees,20-49 Employees,65202,34032,99234,,,,10,10,10,11,11,11 +2016,1,2,3,20-49 Employees,50-249 Employees,72892,37738,110630,,,,10,10,10,11,11,11 +2016,1,2,4,20-49 Employees,250-499 Employees,20008,10765,30773,,,,10,10,10,11,11,11 +2016,1,2,5,20-49 Employees,500+ Employees,128060,70136,198196,,,,10,10,10,11,11,11 +2016,1,3,0,50-249 Employees,All Firm Sizes,634311,310895,945206,359103,148345,507448,1,1,10,1,1,10 +2016,1,3,1,50-249 Employees,0-19 Employees,95712,50906,146618,,,,10,10,10,11,11,11 +2016,1,3,2,50-249 Employees,20-49 Employees,75702,35993,111695,,,,10,10,10,11,11,11 +2016,1,3,3,50-249 Employees,50-249 Employees,146093,69882,215975,,,,10,10,10,11,11,11 +2016,1,3,4,50-249 Employees,250-499 Employees,42112,21136,63248,,,,10,10,10,11,11,11 +2016,1,3,5,50-249 Employees,500+ Employees,251839,123160,374999,,,,10,10,10,11,11,11 +2016,1,4,0,250-499 Employees,All Firm Sizes,236295,113699,349994,133782,54043,187825,1,1,10,1,1,10 +2016,1,4,1,250-499 Employees,0-19 Employees,28330,15095,43425,,,,10,10,10,11,11,11 +2016,1,4,2,250-499 Employees,20-49 Employees,21882,10243,32125,,,,10,10,10,11,11,11 +2016,1,4,3,250-499 Employees,50-249 Employees,44931,19929,64860,,,,10,10,10,11,11,11 +2016,1,4,4,250-499 Employees,250-499 Employees,24318,12604,36922,,,,10,10,10,11,11,11 +2016,1,4,5,250-499 Employees,500+ Employees,108689,51990,160679,,,,10,10,10,11,11,11 +2016,1,5,0,500+ Employees,All Firm Sizes,2123686,958594,3082280,1189432,484385,1673817,1,1,10,1,1,10 +2016,1,5,1,500+ Employees,0-19 Employees,202602,97695,300297,,,,10,10,10,11,11,11 +2016,1,5,2,500+ Employees,20-49 Employees,152060,64443,216503,,,,10,10,10,11,11,11 +2016,1,5,3,500+ Employees,50-249 Employees,294357,118676,413033,,,,10,10,10,11,11,11 +2016,1,5,4,500+ Employees,250-499 Employees,122446,50718,173164,,,,10,10,10,11,11,11 +2016,1,5,5,500+ Employees,500+ Employees,1275771,597253,1873024,,,,10,10,10,11,11,11 +2016,2,0,0,All Firm Sizes,All Firm Sizes,4944853,2031672,6976525,2815679,912368,3728047,1,1,10,1,1,10 +2016,2,0,1,All Firm Sizes,0-19 Employees,847251,372093,1219344,452774,167365,620139,1,1,10,1,1,10 +2016,2,0,2,All Firm Sizes,20-49 Employees,489294,197098,686392,261227,84651,345878,1,1,10,1,1,10 +2016,2,0,3,All Firm Sizes,50-249 Employees,783020,305938,1088958,432154,134341,566495,1,1,10,1,1,10 +2016,2,0,4,All Firm Sizes,250-499 Employees,282882,114656,397538,158812,50131,208943,1,1,10,1,1,10 +2016,2,0,5,All Firm Sizes,500+ Employees,2315769,953838,3269607,1358372,428078,1786450,1,1,10,1,1,10 +2016,2,1,0,0-19 Employees,All Firm Sizes,693702,326535,1020237,374625,159688,534313,1,1,10,1,1,10 +2016,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,2,2,0,20-49 Employees,All Firm Sizes,480173,202831,683004,258352,92728,351080,1,1,10,1,1,10 +2016,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,2,3,0,50-249 Employees,All Firm Sizes,774389,313225,1087614,426452,142476,568928,1,1,10,1,1,10 +2016,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,2,4,0,250-499 Employees,All Firm Sizes,289190,116855,406045,160470,52666,213136,1,1,10,1,1,10 +2016,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,2,5,0,500+ Employees,All Firm Sizes,2492366,999484,3491850,1457264,427844,1885108,1,1,10,1,1,10 +2016,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,3,0,0,All Firm Sizes,All Firm Sizes,5575781,2268906,7844687,3202348,1200717,4403065,1,1,10,1,1,10 +2016,3,0,1,All Firm Sizes,0-19 Employees,856750,381264,1238014,453188,191206,644394,1,1,10,1,1,10 +2016,3,0,2,All Firm Sizes,20-49 Employees,521206,205131,726337,276236,101424,377660,1,1,10,1,1,10 +2016,3,0,3,All Firm Sizes,50-249 Employees,850032,324711,1174743,466594,163357,629951,1,1,10,1,1,10 +2016,3,0,4,All Firm Sizes,250-499 Employees,310679,120837,431516,171869,60216,232085,1,1,10,1,1,10 +2016,3,0,5,All Firm Sizes,500+ Employees,2595596,1039775,3635371,1485384,534726,2020110,1,1,10,1,1,10 +2016,3,1,0,0-19 Employees,All Firm Sizes,827552,354780,1182332,423707,180049,603756,1,1,10,1,1,10 +2016,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,3,2,0,20-49 Employees,All Firm Sizes,535489,219497,754986,287528,109303,396831,1,1,10,1,1,10 +2016,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,3,3,0,50-249 Employees,All Firm Sizes,859508,335716,1195224,474622,168152,642774,1,1,10,1,1,10 +2016,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,3,4,0,250-499 Employees,All Firm Sizes,319026,123766,442792,177369,61235,238604,1,1,10,1,1,10 +2016,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,3,5,0,500+ Employees,All Firm Sizes,2669616,1036514,3706130,1557430,535507,2092937,1,1,10,1,1,10 +2016,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,4,0,0,All Firm Sizes,All Firm Sizes,4515769,2130018,6645787,2489263,969249,3458512,1,1,10,1,1,10 +2016,4,0,1,All Firm Sizes,0-19 Employees,654024,337924,991948,355034,158960,513994,1,1,10,1,1,10 +2016,4,0,2,All Firm Sizes,20-49 Employees,394063,185233,579296,209081,81052,290133,1,1,10,1,1,10 +2016,4,0,3,All Firm Sizes,50-249 Employees,686789,300889,987678,369106,133649,502755,1,1,10,1,1,10 +2016,4,0,4,All Firm Sizes,250-499 Employees,261263,114355,375618,140111,50263,190374,1,1,10,1,1,10 +2016,4,0,5,All Firm Sizes,500+ Employees,2289110,1066167,3355277,1249998,468186,1718184,1,1,10,1,1,10 +2016,4,1,0,0-19 Employees,All Firm Sizes,692767,385408,1078175,362583,163507,526090,1,1,10,1,1,10 +2016,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,4,2,0,20-49 Employees,All Firm Sizes,426093,220358,646451,225532,96488,322020,1,1,10,1,1,10 +2016,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,4,3,0,50-249 Employees,All Firm Sizes,695941,327420,1023361,374951,146271,521222,1,1,10,1,1,10 +2016,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,4,4,0,250-499 Employees,All Firm Sizes,260880,118408,379288,140116,53348,193464,1,1,10,1,1,10 +2016,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2016,4,5,0,500+ Employees,All Firm Sizes,2262518,964039,3226557,1264751,445728,1710479,1,1,10,1,1,10 +2016,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2016,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2016,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2016,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2016,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,1,0,0,All Firm Sizes,All Firm Sizes,4404653,2173696,6578349,2509523,1076253,3585776,1,1,10,1,1,10 +2017,1,0,1,All Firm Sizes,0-19 Employees,656647,379841,1036488,369263,196307,565570,1,1,10,1,1,10 +2017,1,0,2,All Firm Sizes,20-49 Employees,430743,204109,634852,232668,93513,326181,1,1,10,1,1,10 +2017,1,0,3,All Firm Sizes,50-249 Employees,715879,319661,1035540,395855,146956,542811,1,1,10,1,1,10 +2017,1,0,4,All Firm Sizes,250-499 Employees,262366,122504,384870,144341,56147,200488,1,1,10,1,1,10 +2017,1,0,5,All Firm Sizes,500+ Employees,2128086,1057904,3185990,1216463,532470,1748933,1,1,10,1,1,10 +2017,1,1,0,0-19 Employees,All Firm Sizes,590861,424176,1015037,342455,211466,553921,1,1,10,1,1,10 +2017,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,1,2,0,20-49 Employees,All Firm Sizes,411532,211397,622929,232399,98691,331090,1,1,10,1,1,10 +2017,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,1,3,0,50-249 Employees,All Firm Sizes,681309,314446,995755,386779,147166,533945,1,1,10,1,1,10 +2017,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,1,4,0,250-499 Employees,All Firm Sizes,259212,116518,375730,145964,54049,200013,1,1,10,1,1,10 +2017,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,1,5,0,500+ Employees,All Firm Sizes,2288249,1037003,3325252,1285368,526569,1811937,1,1,10,1,1,10 +2017,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,2,0,0,All Firm Sizes,All Firm Sizes,5202997,2116023,7319020,2942059,963997,3906056,1,1,10,1,1,10 +2017,2,0,1,All Firm Sizes,0-19 Employees,884918,384020,1268938,472079,174727,646806,1,1,10,1,1,10 +2017,2,0,2,All Firm Sizes,20-49 Employees,517560,208318,725878,274201,90987,365188,1,1,10,1,1,10 +2017,2,0,3,All Firm Sizes,50-249 Employees,834719,322528,1157247,456590,143283,599873,1,1,10,1,1,10 +2017,2,0,4,All Firm Sizes,250-499 Employees,303025,120130,423155,167582,53483,221065,1,1,10,1,1,10 +2017,2,0,5,All Firm Sizes,500+ Employees,2435187,991762,3426949,1419297,452647,1871944,1,1,10,1,1,10 +2017,2,1,0,0-19 Employees,All Firm Sizes,723291,332474,1055765,390508,164188,554696,1,1,10,1,1,10 +2017,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,2,2,0,20-49 Employees,All Firm Sizes,506779,210083,716862,270966,96771,367737,1,1,10,1,1,10 +2017,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,2,3,0,50-249 Employees,All Firm Sizes,822227,324326,1146553,450903,148934,599837,1,1,10,1,1,10 +2017,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,2,4,0,250-499 Employees,All Firm Sizes,309887,122915,432802,169580,55701,225281,1,1,10,1,1,10 +2017,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,2,5,0,500+ Employees,All Firm Sizes,2615529,1054564,3670093,1517885,459321,1977206,1,1,10,1,1,10 +2017,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,3,0,0,All Firm Sizes,All Firm Sizes,5529195,2291508,7820703,3146907,1196497,4343404,1,1,10,1,1,10 +2017,3,0,1,All Firm Sizes,0-19 Employees,848308,381026,1229334,445793,189257,635050,1,1,10,1,1,10 +2017,3,0,2,All Firm Sizes,20-49 Employees,519568,207769,727337,272465,101081,373546,1,1,10,1,1,10 +2017,3,0,3,All Firm Sizes,50-249 Employees,853526,329986,1183512,464157,163938,628095,1,1,10,1,1,10 +2017,3,0,4,All Firm Sizes,250-499 Employees,314714,122660,437374,170056,59829,229885,1,1,10,1,1,10 +2017,3,0,5,All Firm Sizes,500+ Employees,2569836,1050781,3620617,1459553,531241,1990794,1,1,10,1,1,10 +2017,3,1,0,0-19 Employees,All Firm Sizes,818926,353352,1172278,415069,177200,592269,1,1,10,1,1,10 +2017,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,3,2,0,20-49 Employees,All Firm Sizes,536993,220556,757549,285463,108060,393523,1,1,10,1,1,10 +2017,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,3,3,0,50-249 Employees,All Firm Sizes,861791,340574,1202365,471508,168492,640000,1,1,10,1,1,10 +2017,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,3,4,0,250-499 Employees,All Firm Sizes,318809,127275,446084,174433,61770,236203,1,1,10,1,1,10 +2017,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,3,5,0,500+ Employees,All Firm Sizes,2629360,1048643,3678003,1522326,531574,2053900,1,1,10,1,1,10 +2017,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,4,0,0,All Firm Sizes,All Firm Sizes,4784048,2195404,6979452,2661536,982773,3644309,1,1,10,1,1,10 +2017,4,0,1,All Firm Sizes,0-19 Employees,690443,344314,1034757,380083,160161,540244,1,1,10,1,1,10 +2017,4,0,2,All Firm Sizes,20-49 Employees,426035,195288,621323,228980,83852,312832,1,1,10,1,1,10 +2017,4,0,3,All Firm Sizes,50-249 Employees,741865,314826,1056691,403771,138057,541828,1,1,10,1,1,10 +2017,4,0,4,All Firm Sizes,250-499 Employees,282025,120804,402829,152938,52295,205233,1,1,10,1,1,10 +2017,4,0,5,All Firm Sizes,500+ Employees,2415174,1098085,3513259,1330802,474725,1805527,1,1,10,1,1,10 +2017,4,1,0,0-19 Employees,All Firm Sizes,727490,398124,1125614,386795,167309,554104,1,1,10,1,1,10 +2017,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,4,2,0,20-49 Employees,All Firm Sizes,454511,228893,683404,243796,99146,342942,1,1,10,1,1,10 +2017,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,4,3,0,50-249 Employees,All Firm Sizes,745100,342771,1087871,407299,150527,557826,1,1,10,1,1,10 +2017,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,4,4,0,250-499 Employees,All Firm Sizes,283345,125375,408720,154010,55721,209731,1,1,10,1,1,10 +2017,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2017,4,5,0,500+ Employees,All Firm Sizes,2386577,988541,3375118,1341565,452684,1794249,1,1,10,1,1,10 +2017,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2017,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2017,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2017,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2017,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,1,0,0,All Firm Sizes,All Firm Sizes,4643463,2148275,6791738,2635746,1053349,3689095,1,1,10,1,1,10 +2018,1,0,1,All Firm Sizes,0-19 Employees,675073,383294,1058367,379583,201161,580744,1,1,10,1,1,10 +2018,1,0,2,All Firm Sizes,20-49 Employees,450788,210068,660856,242697,97255,339952,1,1,10,1,1,10 +2018,1,0,3,All Firm Sizes,50-249 Employees,755828,328437,1084265,416105,153262,569367,1,1,10,1,1,10 +2018,1,0,4,All Firm Sizes,250-499 Employees,275293,121833,397126,151489,56018,207507,1,1,10,1,1,10 +2018,1,0,5,All Firm Sizes,500+ Employees,2272661,1013175,3285836,1293238,492751,1785989,1,1,10,1,1,10 +2018,1,1,0,0-19 Employees,All Firm Sizes,616745,430292,1047037,355867,218148,574015,1,1,10,1,1,10 +2018,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,1,2,0,20-49 Employees,All Firm Sizes,437874,216477,654351,245382,102359,347741,1,1,10,1,1,10 +2018,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,1,3,0,50-249 Employees,All Firm Sizes,723713,323285,1046998,407979,152813,560792,1,1,10,1,1,10 +2018,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,1,4,0,250-499 Employees,All Firm Sizes,267483,121680,389163,151431,57131,208562,1,1,10,1,1,10 +2018,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,1,5,0,500+ Employees,All Firm Sizes,2421218,984742,3405960,1354029,481732,1835761,1,1,10,1,1,10 +2018,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,2,0,0,All Firm Sizes,All Firm Sizes,5441842,2182014,7623856,3081508,989549,4071057,1,1,10,1,1,10 +2018,2,0,1,All Firm Sizes,0-19 Employees,908669,389983,1298652,486132,177375,663507,1,1,10,1,1,10 +2018,2,0,2,All Firm Sizes,20-49 Employees,541073,214785,755858,286565,93199,379764,1,1,10,1,1,10 +2018,2,0,3,All Firm Sizes,50-249 Employees,877532,334789,1212321,481842,148563,630405,1,1,10,1,1,10 +2018,2,0,4,All Firm Sizes,250-499 Employees,316075,122327,438402,176185,53811,229996,1,1,10,1,1,10 +2018,2,0,5,All Firm Sizes,500+ Employees,2564370,1029929,3594299,1494535,467623,1962158,1,1,10,1,1,10 +2018,2,1,0,0-19 Employees,All Firm Sizes,747471,340471,1087942,405713,168044,573757,1,1,10,1,1,10 +2018,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,2,2,0,20-49 Employees,All Firm Sizes,533910,218509,752419,286889,100278,387167,1,1,10,1,1,10 +2018,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,2,3,0,50-249 Employees,All Firm Sizes,866363,339108,1205471,476262,154792,631054,1,1,10,1,1,10 +2018,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,2,4,0,250-499 Employees,All Firm Sizes,320286,122756,443042,177017,55386,232403,1,1,10,1,1,10 +2018,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,2,5,0,500+ Employees,All Firm Sizes,2738535,1087353,3825888,1587400,471555,2058955,1,1,10,1,1,10 +2018,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,3,0,0,All Firm Sizes,All Firm Sizes,5833308,2370111,8203419,3327851,1237671,4565522,1,1,10,1,1,10 +2018,3,0,1,All Firm Sizes,0-19 Employees,877522,386698,1264220,461934,191863,653797,1,1,10,1,1,10 +2018,3,0,2,All Firm Sizes,20-49 Employees,545259,214860,760119,286532,104228,390760,1,1,10,1,1,10 +2018,3,0,3,All Firm Sizes,50-249 Employees,898211,342210,1240421,489917,171150,661067,1,1,10,1,1,10 +2018,3,0,4,All Firm Sizes,250-499 Employees,330497,127473,457970,181234,62589,243823,1,1,10,1,1,10 +2018,3,0,5,All Firm Sizes,500+ Employees,2740247,1096478,3836725,1558845,554727,2113572,1,1,10,1,1,10 +2018,3,1,0,0-19 Employees,All Firm Sizes,850207,361700,1211907,432604,182589,615193,1,1,10,1,1,10 +2018,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,3,2,0,20-49 Employees,All Firm Sizes,565918,229339,795257,300620,112204,412824,1,1,10,1,1,10 +2018,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,3,3,0,50-249 Employees,All Firm Sizes,911704,354629,1266333,499217,175172,674389,1,1,10,1,1,10 +2018,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,3,4,0,250-499 Employees,All Firm Sizes,333633,130408,464041,183755,64128,247883,1,1,10,1,1,10 +2018,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,3,5,0,500+ Employees,All Firm Sizes,2796396,1089357,3885753,1623676,553331,2177007,1,1,10,1,1,10 +2018,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,4,0,0,All Firm Sizes,All Firm Sizes,5051098,2267476,7318574,2821473,1030223,3851696,1,1,10,1,1,10 +2018,4,0,1,All Firm Sizes,0-19 Employees,710451,350033,1060484,393137,164187,557324,1,1,10,1,1,10 +2018,4,0,2,All Firm Sizes,20-49 Employees,445684,199856,645540,239730,86701,326431,1,1,10,1,1,10 +2018,4,0,3,All Firm Sizes,50-249 Employees,776057,321458,1097515,425331,142532,567863,1,1,10,1,1,10 +2018,4,0,4,All Firm Sizes,250-499 Employees,296091,122292,418383,161533,53809,215342,1,1,10,1,1,10 +2018,4,0,5,All Firm Sizes,500+ Employees,2579920,1147729,3727649,1425966,506735,1932701,1,1,10,1,1,10 +2018,4,1,0,0-19 Employees,All Firm Sizes,762628,404800,1167428,406213,171568,577781,1,1,10,1,1,10 +2018,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,4,2,0,20-49 Employees,All Firm Sizes,484126,236264,720390,259825,103084,362909,1,1,10,1,1,10 +2018,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,4,3,0,50-249 Employees,All Firm Sizes,786359,351793,1138152,432067,156450,588517,1,1,10,1,1,10 +2018,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,4,4,0,250-499 Employees,All Firm Sizes,293660,125210,418870,160610,55865,216475,1,1,10,1,1,10 +2018,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2018,4,5,0,500+ Employees,All Firm Sizes,2528579,1034885,3563464,1427625,483885,1911510,1,1,10,1,1,10 +2018,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2018,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2018,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2018,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2018,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,1,0,0,All Firm Sizes,All Firm Sizes,4676152,2172740,6848892,2662877,1063634,3726511,1,1,10,1,1,10 +2019,1,0,1,All Firm Sizes,0-19 Employees,666314,375395,1041709,373504,195623,569127,1,1,10,1,1,10 +2019,1,0,2,All Firm Sizes,20-49 Employees,449903,208586,658489,242182,96105,338287,1,1,10,1,1,10 +2019,1,0,3,All Firm Sizes,50-249 Employees,753497,327526,1081023,416614,154071,570685,1,1,10,1,1,10 +2019,1,0,4,All Firm Sizes,250-499 Employees,286177,124001,410178,159062,57409,216471,1,1,10,1,1,10 +2019,1,0,5,All Firm Sizes,500+ Employees,2295865,1039139,3335004,1309777,504849,1814626,1,1,10,1,1,10 +2019,1,1,0,0-19 Employees,All Firm Sizes,614219,428540,1042759,356105,216113,572218,1,1,10,1,1,10 +2019,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,1,2,0,20-49 Employees,All Firm Sizes,436882,217382,654264,245747,102311,348058,1,1,10,1,1,10 +2019,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,1,3,0,50-249 Employees,All Firm Sizes,720778,326816,1047594,408813,155278,564091,1,1,10,1,1,10 +2019,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,1,4,0,250-499 Employees,All Firm Sizes,277706,117025,394731,157839,54683,212522,1,1,10,1,1,10 +2019,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,1,5,0,500+ Employees,All Firm Sizes,2440465,1005896,3446361,1362959,492865,1855824,1,1,10,1,1,10 +2019,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,2,0,0,All Firm Sizes,All Firm Sizes,5519742,2227459,7747201,3148556,1006565,4155121,1,1,10,1,1,10 +2019,2,0,1,All Firm Sizes,0-19 Employees,905404,388783,1294187,486587,175431,662018,1,1,10,1,1,10 +2019,2,0,2,All Firm Sizes,20-49 Employees,544152,217918,762070,290594,93932,384526,1,1,10,1,1,10 +2019,2,0,3,All Firm Sizes,50-249 Employees,880432,336631,1217063,488374,148540,636914,1,1,10,1,1,10 +2019,2,0,4,All Firm Sizes,250-499 Employees,326731,127529,454260,182950,56395,239345,1,1,10,1,1,10 +2019,2,0,5,All Firm Sizes,500+ Employees,2617722,1062503,3680225,1534305,480653,2014958,1,1,10,1,1,10 +2019,2,1,0,0-19 Employees,All Firm Sizes,749273,340064,1089337,411202,167253,578455,1,1,10,1,1,10 +2019,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,2,2,0,20-49 Employees,All Firm Sizes,538303,222414,760717,290809,102021,392830,1,1,10,1,1,10 +2019,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,2,3,0,50-249 Employees,All Firm Sizes,868486,342045,1210531,482188,156252,638440,1,1,10,1,1,10 +2019,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,2,4,0,250-499 Employees,All Firm Sizes,333796,128876,462672,186532,58268,244800,1,1,10,1,1,10 +2019,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,2,5,0,500+ Employees,All Firm Sizes,2789798,1118372,3908170,1624233,481375,2105608,1,1,10,1,1,10 +2019,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,3,0,0,All Firm Sizes,All Firm Sizes,5859008,2403753,8262761,3359194,1268592,4627786,1,1,10,1,1,10 +2019,3,0,1,All Firm Sizes,0-19 Employees,872426,387155,1259581,461798,194371,656169,1,1,10,1,1,10 +2019,3,0,2,All Firm Sizes,20-49 Employees,545257,217974,763231,286738,106796,393534,1,1,10,1,1,10 +2019,3,0,3,All Firm Sizes,50-249 Employees,890364,341330,1231694,489479,172859,662338,1,1,10,1,1,10 +2019,3,0,4,All Firm Sizes,250-499 Employees,333395,129243,462638,185369,65112,250481,1,1,10,1,1,10 +2019,3,0,5,All Firm Sizes,500+ Employees,2760764,1117790,3878554,1574653,571962,2146615,1,1,10,1,1,10 +2019,3,1,0,0-19 Employees,All Firm Sizes,841892,362442,1204334,431689,185570,617259,1,1,10,1,1,10 +2019,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,3,2,0,20-49 Employees,All Firm Sizes,567600,232768,800368,303903,116418,420321,1,1,10,1,1,10 +2019,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,3,3,0,50-249 Employees,All Firm Sizes,905035,357099,1262134,500563,179825,680388,1,1,10,1,1,10 +2019,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,3,4,0,250-499 Employees,All Firm Sizes,343961,134456,478417,191724,66994,258718,1,1,10,1,1,10 +2019,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,3,5,0,500+ Employees,All Firm Sizes,2818700,1107643,3926343,1638308,568188,2206496,1,1,10,1,1,10 +2019,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,4,0,0,All Firm Sizes,All Firm Sizes,5083380,2309581,7392961,2696094,967417,3663511,1,1,10,1,1,10 +2019,4,0,1,All Firm Sizes,0-19 Employees,707528,348699,1056227,356000,144258,500258,1,1,10,1,1,10 +2019,4,0,2,All Firm Sizes,20-49 Employees,442701,202473,645174,217925,78147,296072,1,1,10,1,1,10 +2019,4,0,3,All Firm Sizes,50-249 Employees,758526,320234,1078760,392373,130725,523098,1,1,10,1,1,10 +2019,4,0,4,All Firm Sizes,250-499 Employees,293163,124620,417783,155902,52316,208218,1,1,10,1,1,10 +2019,4,0,5,All Firm Sizes,500+ Employees,2624377,1180481,3804858,1394214,486595,1880809,1,1,10,1,1,10 +2019,4,1,0,0-19 Employees,All Firm Sizes,752047,404074,1156121,367429,155333,522762,1,1,10,1,1,10 +2019,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,4,2,0,20-49 Employees,All Firm Sizes,481787,241275,723062,239025,95203,334228,1,1,10,1,1,10 +2019,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,4,3,0,50-249 Employees,All Firm Sizes,776592,358111,1134703,403010,147355,550365,1,1,10,1,1,10 +2019,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,4,4,0,250-499 Employees,All Firm Sizes,298815,134427,433242,157943,56546,214489,1,1,10,1,1,10 +2019,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2019,4,5,0,500+ Employees,All Firm Sizes,2574241,1055555,3629796,1396437,457593,1854030,1,1,10,1,1,10 +2019,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2019,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2019,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2019,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2019,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,1,0,0,All Firm Sizes,All Firm Sizes,4471714,1962923,6434637,2601017,1007875,3608892,1,1,10,1,1,10 +2020,1,0,1,All Firm Sizes,0-19 Employees,617679,317007,934686,361275,173674,534949,1,1,10,1,1,10 +2020,1,0,2,All Firm Sizes,20-49 Employees,408073,177366,585439,228981,86853,315834,1,1,10,1,1,10 +2020,1,0,3,All Firm Sizes,50-249 Employees,708906,291884,1000790,402078,143375,545453,1,1,10,1,1,10 +2020,1,0,4,All Firm Sizes,250-499 Employees,268068,113950,382018,150815,55252,206067,1,1,10,1,1,10 +2020,1,0,5,All Firm Sizes,500+ Employees,2232292,973059,3205351,1290286,495625,1785911,1,1,10,1,1,10 +2020,1,1,0,0-19 Employees,All Firm Sizes,579273,366365,945638,344063,192006,536069,1,1,10,1,1,10 +2020,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,1,2,0,20-49 Employees,All Firm Sizes,411712,191459,603171,238569,94688,333257,1,1,10,1,1,10 +2020,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,1,3,0,50-249 Employees,All Firm Sizes,687652,290311,977963,399279,144795,544074,1,1,10,1,1,10 +2020,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,1,4,0,250-499 Employees,All Firm Sizes,262894,110066,372960,152380,54630,207010,1,1,10,1,1,10 +2020,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,1,5,0,500+ Employees,All Firm Sizes,2342302,939367,3281669,1335230,483182,1818412,1,1,10,1,1,10 +2020,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,2,0,0,All Firm Sizes,All Firm Sizes,2998111,1881847,4879958,1721936,855945,2577881,1,1,10,1,1,10 +2020,2,0,1,All Firm Sizes,0-19 Employees,505363,365913,871276,276406,166098,442504,1,1,10,1,1,10 +2020,2,0,2,All Firm Sizes,20-49 Employees,278369,181154,459523,151917,79849,231766,1,1,10,1,1,10 +2020,2,0,3,All Firm Sizes,50-249 Employees,460131,268044,728175,256607,120527,377134,1,1,10,1,1,10 +2020,2,0,4,All Firm Sizes,250-499 Employees,166329,95507,261836,92913,42819,135732,1,1,10,1,1,10 +2020,2,0,5,All Firm Sizes,500+ Employees,1472361,899210,2371571,859312,404511,1263823,1,1,10,1,1,10 +2020,2,1,0,0-19 Employees,All Firm Sizes,372481,302785,675266,204558,150265,354823,1,1,10,1,1,10 +2020,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,2,2,0,20-49 Employees,All Firm Sizes,268015,209065,477080,147917,97924,245841,1,1,10,1,1,10 +2020,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,2,3,0,50-249 Employees,All Firm Sizes,470270,303630,773900,262520,139853,402373,1,1,10,1,1,10 +2020,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,2,4,0,250-499 Employees,All Firm Sizes,188564,107479,296043,105192,48831,154023,1,1,10,1,1,10 +2020,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,2,5,0,500+ Employees,All Firm Sizes,1562004,888787,2450791,913399,382925,1296324,1,1,10,1,1,10 +2020,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,3,0,0,All Firm Sizes,All Firm Sizes,4504794,2106838,6611632,2677182,1137127,3814309,1,1,10,1,1,10 +2020,3,0,1,All Firm Sizes,0-19 Employees,724124,364043,1088167,412813,193520,606333,1,1,10,1,1,10 +2020,3,0,2,All Firm Sizes,20-49 Employees,422376,196661,619037,239499,103150,342649,1,1,10,1,1,10 +2020,3,0,3,All Firm Sizes,50-249 Employees,678342,306639,984981,396094,163532,559626,1,1,10,1,1,10 +2020,3,0,4,All Firm Sizes,250-499 Employees,245077,111205,356282,142809,57909,200718,1,1,10,1,1,10 +2020,3,0,5,All Firm Sizes,500+ Employees,2133188,970831,3104019,1241326,499209,1740535,1,1,10,1,1,10 +2020,3,1,0,0-19 Employees,All Firm Sizes,633135,280531,913666,337471,147727,485198,1,1,10,1,1,10 +2020,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,3,2,0,20-49 Employees,All Firm Sizes,424368,193737,618105,243018,101030,344048,1,1,10,1,1,10 +2020,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,3,3,0,50-249 Employees,All Firm Sizes,692178,318638,1010816,407546,166974,574520,1,1,10,1,1,10 +2020,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,3,4,0,250-499 Employees,All Firm Sizes,261656,124272,385928,154145,63839,217984,1,1,10,1,1,10 +2020,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,3,5,0,500+ Employees,All Firm Sizes,2220094,1014491,3234585,1315456,531967,1847423,1,1,10,1,1,10 +2020,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,4,0,0,All Firm Sizes,All Firm Sizes,4472385,1934098,6406483,2444202,988073,3432275,1,1,10,1,1,10 +2020,4,0,1,All Firm Sizes,0-19 Employees,618217,295129,913346,339647,156301,495948,1,1,10,1,1,10 +2020,4,0,2,All Firm Sizes,20-49 Employees,369365,160689,530054,195728,80121,275849,1,1,10,1,1,10 +2020,4,0,3,All Firm Sizes,50-249 Employees,647405,263228,910633,351926,134814,486740,1,1,10,1,1,10 +2020,4,0,4,All Firm Sizes,250-499 Employees,252888,100748,353636,136599,51075,187674,1,1,10,1,1,10 +2020,4,0,5,All Firm Sizes,500+ Employees,2387154,1022137,3409291,1280693,504302,1784995,1,1,10,1,1,10 +2020,4,1,0,0-19 Employees,All Firm Sizes,633374,314490,947864,320283,145228,465511,1,1,10,1,1,10 +2020,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,4,2,0,20-49 Employees,All Firm Sizes,402347,190347,592694,208541,95326,303867,1,1,10,1,1,10 +2020,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,4,3,0,50-249 Employees,All Firm Sizes,663417,294742,958159,358900,152666,511566,1,1,10,1,1,10 +2020,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,4,4,0,250-499 Employees,All Firm Sizes,256645,108719,365364,140018,56510,196528,1,1,10,1,1,10 +2020,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2020,4,5,0,500+ Employees,All Firm Sizes,2343566,937814,3281380,1295757,482816,1778573,1,1,10,1,1,10 +2020,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2020,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2020,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2020,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2020,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,1,0,0,All Firm Sizes,All Firm Sizes,4027481,1891939,5919420,2200794,914271,3115065,1,1,10,1,1,10 +2021,1,0,1,All Firm Sizes,0-19 Employees,581507,323788,905295,322382,163816,486198,1,1,10,1,1,10 +2021,1,0,2,All Firm Sizes,20-49 Employees,369446,170322,539768,192902,75565,268467,1,1,10,1,1,10 +2021,1,0,3,All Firm Sizes,50-249 Employees,624073,270457,894530,335061,124875,459936,1,1,10,1,1,10 +2021,1,0,4,All Firm Sizes,250-499 Employees,234097,101952,336049,125597,47162,172759,1,1,10,1,1,10 +2021,1,0,5,All Firm Sizes,500+ Employees,2047655,950158,2997813,1105500,459646,1565146,1,1,10,1,1,10 +2021,1,1,0,0-19 Employees,All Firm Sizes,507937,344186,852123,287112,161625,448737,1,1,10,1,1,10 +2021,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,1,2,0,20-49 Employees,All Firm Sizes,352854,181343,534197,193680,81172,274852,1,1,10,1,1,10 +2021,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,1,3,0,50-249 Employees,All Firm Sizes,600667,275258,875925,331047,129388,460435,1,1,10,1,1,10 +2021,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,1,4,0,250-499 Employees,All Firm Sizes,230444,98693,329137,126488,46376,172864,1,1,10,1,1,10 +2021,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,1,5,0,500+ Employees,All Firm Sizes,2180488,929220,3109708,1156666,459802,1616468,1,1,10,1,1,10 +2021,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,2,0,0,All Firm Sizes,All Firm Sizes,5711727,2019040,7730767,3307865,859265,4167130,1,1,10,1,1,10 +2021,2,0,1,All Firm Sizes,0-19 Employees,929052,356367,1285419,516962,156399,673361,1,1,10,1,1,10 +2021,2,0,2,All Firm Sizes,20-49 Employees,557287,194805,752092,306742,78837,385579,1,1,10,1,1,10 +2021,2,0,3,All Firm Sizes,50-249 Employees,888668,297493,1186161,510033,125407,635440,1,1,10,1,1,10 +2021,2,0,4,All Firm Sizes,250-499 Employees,320223,108788,429011,186155,46496,232651,1,1,10,1,1,10 +2021,2,0,5,All Firm Sizes,500+ Employees,2795352,981834,3777186,1636733,410584,2047317,1,1,10,1,1,10 +2021,2,1,0,0-19 Employees,All Firm Sizes,739817,297280,1037097,411249,140763,552012,1,1,10,1,1,10 +2021,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,2,2,0,20-49 Employees,All Firm Sizes,525958,190124,716082,292840,84237,377077,1,1,10,1,1,10 +2021,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,2,3,0,50-249 Employees,All Firm Sizes,862152,299093,1161245,494046,132115,626161,1,1,10,1,1,10 +2021,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,2,4,0,250-499 Employees,All Firm Sizes,329360,110080,439440,189419,47210,236629,1,1,10,1,1,10 +2021,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,2,5,0,500+ Employees,All Firm Sizes,3026540,1054469,4081009,1770027,418100,2188127,1,1,10,1,1,10 +2021,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,3,0,0,All Firm Sizes,All Firm Sizes,6417839,2415787,8833626,3691889,1273376,4965265,1,1,10,1,1,10 +2021,3,0,1,All Firm Sizes,0-19 Employees,924211,379531,1303742,498287,195399,693686,1,1,10,1,1,10 +2021,3,0,2,All Firm Sizes,20-49 Employees,573838,210275,784113,304256,104503,408759,1,1,10,1,1,10 +2021,3,0,3,All Firm Sizes,50-249 Employees,942865,333338,1276203,527351,171002,698353,1,1,10,1,1,10 +2021,3,0,4,All Firm Sizes,250-499 Employees,350243,125581,475824,197419,63492,260911,1,1,10,1,1,10 +2021,3,0,5,All Firm Sizes,500+ Employees,3156084,1177311,4333395,1792516,596277,2388793,1,1,10,1,1,10 +2021,3,1,0,0-19 Employees,All Firm Sizes,898276,351133,1249409,460814,180601,641415,1,1,10,1,1,10 +2021,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,3,2,0,20-49 Employees,All Firm Sizes,590954,220631,811585,314730,111232,425962,1,1,10,1,1,10 +2021,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,3,3,0,50-249 Employees,All Firm Sizes,952310,344010,1296320,532215,175857,708072,1,1,10,1,1,10 +2021,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,3,4,0,250-499 Employees,All Firm Sizes,354915,129131,484046,201874,65197,267071,1,1,10,1,1,10 +2021,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,3,5,0,500+ Employees,All Firm Sizes,3200096,1187393,4387489,1854896,605117,2460013,1,1,10,1,1,10 +2021,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,4,0,0,All Firm Sizes,All Firm Sizes,5986687,2419203,8405890,3381896,1127373,4509269,1,1,10,1,1,10 +2021,4,0,1,All Firm Sizes,0-19 Employees,791736,361701,1153437,442805,172764,615569,1,1,10,1,1,10 +2021,4,0,2,All Firm Sizes,20-49 Employees,488366,203836,692202,264761,89420,354181,1,1,10,1,1,10 +2021,4,0,3,All Firm Sizes,50-249 Employees,857391,329045,1186436,477320,150105,627425,1,1,10,1,1,10 +2021,4,0,4,All Firm Sizes,250-499 Employees,331565,124332,455897,187134,58033,245167,1,1,10,1,1,10 +2021,4,0,5,All Firm Sizes,500+ Employees,3226296,1267929,4494225,1798691,575005,2373696,1,1,10,1,1,10 +2021,4,1,0,0-19 Employees,All Firm Sizes,837198,419890,1257088,450707,181065,631772,1,1,10,1,1,10 +2021,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,4,2,0,20-49 Employees,All Firm Sizes,532083,243913,775996,285590,107453,393043,1,1,10,1,1,10 +2021,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,4,3,0,50-249 Employees,All Firm Sizes,873502,359352,1232854,488566,165966,654532,1,1,10,1,1,10 +2021,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,4,4,0,250-499 Employees,All Firm Sizes,337812,128405,466217,189514,59873,249387,1,1,10,1,1,10 +2021,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2021,4,5,0,500+ Employees,All Firm Sizes,3141271,1145291,4286562,1781168,542299,2323467,1,1,10,1,1,10 +2021,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2021,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2021,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2021,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2021,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,1,0,0,All Firm Sizes,All Firm Sizes,5250106,2450953,7701059,2970989,1191533,4162522,1,1,10,1,1,10 +2022,1,0,1,All Firm Sizes,0-19 Employees,725814,402487,1128301,407668,209097,616765,1,1,10,1,1,10 +2022,1,0,2,All Firm Sizes,20-49 Employees,467643,216520,684163,251236,99191,350427,1,1,10,1,1,10 +2022,1,0,3,All Firm Sizes,50-249 Employees,785567,342022,1127589,437887,161024,598911,1,1,10,1,1,10 +2022,1,0,4,All Firm Sizes,250-499 Employees,298620,130237,428857,167043,61288,228331,1,1,10,1,1,10 +2022,1,0,5,All Firm Sizes,500+ Employees,2729237,1252061,3981298,1532998,598035,2131033,1,1,10,1,1,10 +2022,1,1,0,0-19 Employees,All Firm Sizes,693453,451551,1145004,399843,227122,626965,1,1,10,1,1,10 +2022,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,1,2,0,20-49 Employees,All Firm Sizes,469242,234615,703857,261729,109638,371367,1,1,10,1,1,10 +2022,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,1,3,0,50-249 Employees,All Firm Sizes,770507,351201,1121708,436206,168045,604251,1,1,10,1,1,10 +2022,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,1,4,0,250-499 Employees,All Firm Sizes,290720,129291,420011,164876,61042,225918,1,1,10,1,1,10 +2022,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,1,5,0,500+ Employees,All Firm Sizes,2796342,1192790,3989132,1543559,571922,2115481,1,1,10,1,1,10 +2022,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,2,0,0,All Firm Sizes,All Firm Sizes,6243476,2389107,8632583,3593136,1058325,4651461,1,1,10,1,1,10 +2022,2,0,1,All Firm Sizes,0-19 Employees,980033,406708,1386741,529352,184253,713605,1,1,10,1,1,10 +2022,2,0,2,All Firm Sizes,20-49 Employees,576269,218012,794281,310368,91569,401937,1,1,10,1,1,10 +2022,2,0,3,All Firm Sizes,50-249 Employees,942315,343346,1285661,532274,148835,681109,1,1,10,1,1,10 +2022,2,0,4,All Firm Sizes,250-499 Employees,349304,128113,477417,199865,55614,255479,1,1,10,1,1,10 +2022,2,0,5,All Firm Sizes,500+ Employees,3122950,1188788,4311738,1830593,519869,2350462,1,1,10,1,1,10 +2022,2,1,0,0-19 Employees,All Firm Sizes,838893,372955,1211848,468017,183636,651653,1,1,10,1,1,10 +2022,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,2,2,0,20-49 Employees,All Firm Sizes,570905,228524,799429,314354,103159,417513,1,1,10,1,1,10 +2022,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,2,3,0,50-249 Employees,All Firm Sizes,921365,346222,1267587,523884,155309,679193,1,1,10,1,1,10 +2022,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,2,4,0,250-499 Employees,All Firm Sizes,348325,125030,473355,198698,55496,254194,1,1,10,1,1,10 +2022,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,2,5,0,500+ Employees,All Firm Sizes,3282284,1229227,4511511,1897395,511169,2408564,1,1,10,1,1,10 +2022,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,3,0,0,All Firm Sizes,All Firm Sizes,6773350,2692350,9465700,3960509,1421865,5382374,1,1,10,1,1,10 +2022,3,0,1,All Firm Sizes,0-19 Employees,956209,408725,1364934,518977,207826,726803,1,1,10,1,1,10 +2022,3,0,2,All Firm Sizes,20-49 Employees,585967,226553,812520,315209,111702,426911,1,1,10,1,1,10 +2022,3,0,3,All Firm Sizes,50-249 Employees,972436,363007,1335443,549660,185339,734999,1,1,10,1,1,10 +2022,3,0,4,All Firm Sizes,250-499 Employees,364214,138988,503202,207195,69919,277114,1,1,10,1,1,10 +2022,3,0,5,All Firm Sizes,500+ Employees,3353859,1320458,4674317,1941213,672264,2613477,1,1,10,1,1,10 +2022,3,1,0,0-19 Employees,All Firm Sizes,967740,403378,1371118,515022,210819,725841,1,1,10,1,1,10 +2022,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,3,2,0,20-49 Employees,All Firm Sizes,620354,246813,867167,340628,125415,466043,1,1,10,1,1,10 +2022,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,3,3,0,50-249 Employees,All Firm Sizes,987370,377141,1364511,559748,193234,752982,1,1,10,1,1,10 +2022,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,3,4,0,250-499 Employees,All Firm Sizes,366587,137898,504485,207953,69046,276999,1,1,10,1,1,10 +2022,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,3,5,0,500+ Employees,All Firm Sizes,3374972,1301349,4676321,1974169,653700,2627869,1,1,10,1,1,10 +2022,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,4,0,0,All Firm Sizes,All Firm Sizes,5257157,2437070,7694227,2925250,1130772,4056022,1,1,10,1,1,10 +2022,4,0,1,All Firm Sizes,0-19 Employees,715869,364263,1080132,395999,173982,569981,1,1,10,1,1,10 +2022,4,0,2,All Firm Sizes,20-49 Employees,441819,206884,648703,235256,90675,325931,1,1,10,1,1,10 +2022,4,0,3,All Firm Sizes,50-249 Employees,771427,336141,1107568,421670,153253,574923,1,1,10,1,1,10 +2022,4,0,4,All Firm Sizes,250-499 Employees,293657,126751,420408,161246,57232,218478,1,1,10,1,1,10 +2022,4,0,5,All Firm Sizes,500+ Employees,2751936,1256145,4008081,1508972,565004,2073976,1,1,10,1,1,10 +2022,4,1,0,0-19 Employees,All Firm Sizes,779825,428687,1208512,423411,188350,611761,1,1,10,1,1,10 +2022,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,4,2,0,20-49 Employees,All Firm Sizes,478798,243546,722344,258288,109851,368139,1,1,10,1,1,10 +2022,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,4,3,0,50-249 Employees,All Firm Sizes,771019,358384,1129403,424311,164654,588965,1,1,10,1,1,10 +2022,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,4,4,0,250-499 Employees,All Firm Sizes,291722,129231,420953,160147,59602,219749,1,1,10,1,1,10 +2022,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2022,4,5,0,500+ Employees,All Firm Sizes,2710970,1160593,3871563,1502401,541622,2044023,1,1,10,1,1,10 +2022,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2022,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2022,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2022,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2022,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,1,0,0,All Firm Sizes,All Firm Sizes,4939710,2409065,7348775,2845410,1197075,4042485,1,1,10,1,1,10 +2023,1,0,1,All Firm Sizes,0-19 Employees,666178,375913,1042091,383665,199139,582804,1,1,10,1,1,10 +2023,1,0,2,All Firm Sizes,20-49 Employees,456349,217516,673865,249645,101781,351426,1,1,10,1,1,10 +2023,1,0,3,All Firm Sizes,50-249 Employees,769212,351148,1120360,431868,168203,600071,1,1,10,1,1,10 +2023,1,0,4,All Firm Sizes,250-499 Employees,284370,132459,416829,162970,64956,227926,1,1,10,1,1,10 +2023,1,0,5,All Firm Sizes,500+ Employees,2501940,1214247,3716187,1427101,593893,2020994,1,1,10,1,1,10 +2023,1,1,0,0-19 Employees,All Firm Sizes,617335,454872,1072207,368311,236347,604658,1,1,10,1,1,10 +2023,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,1,2,0,20-49 Employees,All Firm Sizes,449258,230010,679268,255227,111022,366249,1,1,10,1,1,10 +2023,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,1,3,0,50-249 Employees,All Firm Sizes,746342,346174,1092516,426594,169871,596465,1,1,10,1,1,10 +2023,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,1,4,0,250-499 Employees,All Firm Sizes,280063,126914,406977,161920,61560,223480,1,1,10,1,1,10 +2023,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,1,5,0,500+ Employees,All Firm Sizes,2634699,1166631,3801330,1485112,571249,2056361,1,1,10,1,1,10 +2023,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,2,0,0,All Firm Sizes,All Firm Sizes,5443275,2298634,7741909,3104311,1094205,4198516,1,1,10,1,1,10 +2023,2,0,1,All Firm Sizes,0-19 Employees,850848,373389,1224237,461284,178221,639505,1,1,10,1,1,10 +2023,2,0,2,All Firm Sizes,20-49 Employees,520383,215500,735883,277799,97579,375378,1,1,10,1,1,10 +2023,2,0,3,All Firm Sizes,50-249 Employees,855656,346070,1201726,473958,161588,635546,1,1,10,1,1,10 +2023,2,0,4,All Firm Sizes,250-499 Employees,304857,125881,430738,173787,60137,233924,1,1,10,1,1,10 +2023,2,0,5,All Firm Sizes,500+ Employees,2637507,1125414,3762921,1528261,530825,2059086,1,1,10,1,1,10 +2023,2,1,0,0-19 Employees,All Firm Sizes,705682,332590,1038272,390652,172409,563061,1,1,10,1,1,10 +2023,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,2,2,0,20-49 Employees,All Firm Sizes,515280,221545,736825,279333,105744,385077,1,1,10,1,1,10 +2023,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,2,3,0,50-249 Employees,All Firm Sizes,832208,348037,1180245,462485,166091,628576,1,1,10,1,1,10 +2023,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,2,4,0,250-499 Employees,All Firm Sizes,308826,127091,435917,174497,61354,235851,1,1,10,1,1,10 +2023,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,2,5,0,500+ Employees,All Firm Sizes,2825753,1187288,4013041,1633883,541679,2175562,1,1,10,1,1,10 +2023,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,3,0,0,All Firm Sizes,All Firm Sizes,5679397,2505341,8184738,3317672,1353943,4671615,1,1,10,1,1,10 +2023,3,0,1,All Firm Sizes,0-19 Employees,801281,369767,1171048,437528,191768,629296,1,1,10,1,1,10 +2023,3,0,2,All Firm Sizes,20-49 Employees,509233,215227,724460,273756,108434,382190,1,1,10,1,1,10 +2023,3,0,3,All Firm Sizes,50-249 Employees,853471,354900,1208371,477407,183790,661197,1,1,10,1,1,10 +2023,3,0,4,All Firm Sizes,250-499 Employees,306040,128464,434504,174110,67265,241375,1,1,10,1,1,10 +2023,3,0,5,All Firm Sizes,500+ Employees,2704993,1194882,3899875,1556794,620946,2177740,1,1,10,1,1,10 +2023,3,1,0,0-19 Employees,All Firm Sizes,784639,349203,1133842,416042,184852,600894,1,1,10,1,1,10 +2023,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,3,2,0,20-49 Employees,All Firm Sizes,535493,232283,767776,292882,119225,412107,1,1,10,1,1,10 +2023,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,3,3,0,50-249 Employees,All Firm Sizes,859743,363099,1222842,481094,188454,669548,1,1,10,1,1,10 +2023,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,3,4,0,250-499 Employees,All Firm Sizes,311972,131706,443678,178192,68453,246645,1,1,10,1,1,10 +2023,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,3,5,0,500+ Employees,All Firm Sizes,2790059,1214445,4004504,1639693,633880,2273573,1,1,10,1,1,10 +2023,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,4,0,0,All Firm Sizes,All Firm Sizes,4686818,2286142,6972960,2662807,1097108,3759915,1,1,10,1,1,10 +2023,4,0,1,All Firm Sizes,0-19 Employees,625815,326802,952617,355474,160768,516242,1,1,10,1,1,10 +2023,4,0,2,All Firm Sizes,20-49 Employees,402619,196564,599183,219609,89114,308723,1,1,10,1,1,10 +2023,4,0,3,All Firm Sizes,50-249 Employees,714960,327772,1042732,396134,153332,549466,1,1,10,1,1,10 +2023,4,0,4,All Firm Sizes,250-499 Employees,260913,118786,379699,148215,56786,205001,1,1,10,1,1,10 +2023,4,0,5,All Firm Sizes,500+ Employees,2407782,1165926,3573708,1345005,544853,1889858,1,1,10,1,1,10 +2023,4,1,0,0-19 Employees,All Firm Sizes,673906,376930,1050836,372551,169848,542399,1,1,10,1,1,10 +2023,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,4,2,0,20-49 Employees,All Firm Sizes,438504,230237,668741,241252,106786,348038,1,1,10,1,1,10 +2023,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,4,3,0,50-249 Employees,All Firm Sizes,717524,349793,1067317,399486,165290,564776,1,1,10,1,1,10 +2023,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,4,4,0,250-499 Employees,All Firm Sizes,263605,124439,388044,149280,60512,209792,1,1,10,1,1,10 +2023,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2023,4,5,0,500+ Employees,All Firm Sizes,2391232,1088841,3480073,1359774,530804,1890578,1,1,10,1,1,10 +2023,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2023,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2023,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2023,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2023,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,1,0,0,All Firm Sizes,All Firm Sizes,4437907,2221566,6659473,2604995,1157724,3762719,1,1,10,1,1,10 +2024,1,0,1,All Firm Sizes,0-19 Employees,603197,347315,950512,355010,191414,546424,1,1,10,1,1,10 +2024,1,0,2,All Firm Sizes,20-49 Employees,409693,200954,610647,228287,98393,326680,1,1,10,1,1,10 +2024,1,0,3,All Firm Sizes,50-249 Employees,705044,334707,1039751,399571,168133,567704,1,1,10,1,1,10 +2024,1,0,4,All Firm Sizes,250-499 Employees,252060,121858,373918,146716,62808,209524,1,1,10,1,1,10 +2024,1,0,5,All Firm Sizes,500+ Employees,2221076,1103385,3324461,1297201,569138,1866339,1,1,10,1,1,10 +2024,1,1,0,0-19 Employees,All Firm Sizes,563427,401504,964931,340290,214373,554663,1,1,10,1,1,10 +2024,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,1,2,0,20-49 Employees,All Firm Sizes,408455,217427,625882,237246,110401,347647,1,1,10,1,1,10 +2024,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,1,3,0,50-249 Employees,All Firm Sizes,694767,333958,1028725,398169,170405,568574,1,1,10,1,1,10 +2024,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,1,4,0,250-499 Employees,All Firm Sizes,249127,121147,370274,146794,63067,209861,1,1,10,1,1,10 +2024,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,1,5,0,500+ Employees,All Firm Sizes,2330366,1066894,3397260,1348486,552906,1901392,1,1,10,1,1,10 +2024,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,2,0,0,All Firm Sizes,All Firm Sizes,5000391,2149166,7149557,2916011,1049055,3965066,1,1,10,1,1,10 +2024,2,0,1,All Firm Sizes,0-19 Employees,775807,347595,1123402,431383,170487,601870,1,1,10,1,1,10 +2024,2,0,2,All Firm Sizes,20-49 Employees,473525,200824,674349,258895,93316,352211,1,1,10,1,1,10 +2024,2,0,3,All Firm Sizes,50-249 Employees,792088,329252,1121340,445648,156602,602250,1,1,10,1,1,10 +2024,2,0,4,All Firm Sizes,250-499 Employees,278225,116498,394723,160896,56794,217690,1,1,10,1,1,10 +2024,2,0,5,All Firm Sizes,500+ Employees,2421423,1044770,3466193,1440766,506667,1947433,1,1,10,1,1,10 +2024,2,1,0,0-19 Employees,All Firm Sizes,649014,311447,960461,367142,163583,530725,1,1,10,1,1,10 +2024,2,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,2,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,2,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,2,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,2,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,2,2,0,20-49 Employees,All Firm Sizes,474361,210147,684508,263562,103394,366956,1,1,10,1,1,10 +2024,2,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,2,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,2,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,2,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,2,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,2,3,0,50-249 Employees,All Firm Sizes,784177,337967,1122144,443398,163581,606979,1,1,10,1,1,10 +2024,2,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,2,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,2,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,2,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,2,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,2,4,0,250-499 Employees,All Firm Sizes,282218,119297,401515,163375,59445,222820,1,1,10,1,1,10 +2024,2,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,2,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,2,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,2,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,2,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,2,5,0,500+ Employees,All Firm Sizes,2569298,1087174,3656472,1524830,512041,2036871,1,1,10,1,1,10 +2024,2,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,2,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,2,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,2,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,2,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,3,0,0,All Firm Sizes,All Firm Sizes,5254119,2332072,7586191,3143717,1301044,4444761,1,1,10,1,1,10 +2024,3,0,1,All Firm Sizes,0-19 Employees,729250,340154,1069404,404629,181600,586229,1,1,10,1,1,10 +2024,3,0,2,All Firm Sizes,20-49 Employees,463804,199140,662944,255742,104084,359826,1,1,10,1,1,10 +2024,3,0,3,All Firm Sizes,50-249 Employees,793041,334094,1127135,450326,177583,627909,1,1,10,1,1,10 +2024,3,0,4,All Firm Sizes,250-499 Employees,283065,120993,404058,166127,65850,231977,1,1,10,1,1,10 +2024,3,0,5,All Firm Sizes,500+ Employees,2512982,1109336,3622318,1493828,600038,2093866,1,1,10,1,1,10 +2024,3,1,0,0-19 Employees,All Firm Sizes,717280,321619,1038899,388707,173880,562587,1,1,10,1,1,10 +2024,3,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,3,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,3,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,3,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,3,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,3,2,0,20-49 Employees,All Firm Sizes,492856,216345,709201,276762,115046,391808,1,1,10,1,1,10 +2024,3,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,3,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,3,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,3,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,3,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,3,3,0,50-249 Employees,All Firm Sizes,807030,347369,1154399,460514,185669,646183,1,1,10,1,1,10 +2024,3,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,3,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,3,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,3,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,3,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,3,4,0,250-499 Employees,All Firm Sizes,286534,124557,411091,167929,67205,235134,1,1,10,1,1,10 +2024,3,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,3,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,3,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,3,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,3,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,3,5,0,500+ Employees,All Firm Sizes,2570000,1113249,3683249,1552704,603918,2156622,1,1,10,1,1,10 +2024,3,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,3,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,3,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,3,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,3,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,4,0,0,All Firm Sizes,All Firm Sizes,4411959,2156061,6568020,2567324,1057578,3624902,1,1,10,1,1,10 +2024,4,0,1,All Firm Sizes,0-19 Employees,584578,305083,889661,338091,152974,491065,1,1,10,1,1,10 +2024,4,0,2,All Firm Sizes,20-49 Employees,371709,183222,554931,207679,86089,293768,1,1,10,1,1,10 +2024,4,0,3,All Firm Sizes,50-249 Employees,674769,314808,989577,381168,150125,531293,1,1,10,1,1,10 +2024,4,0,4,All Firm Sizes,250-499 Employees,245243,112641,357884,143017,55423,198440,1,1,10,1,1,10 +2024,4,0,5,All Firm Sizes,500+ Employees,2282886,1099811,3382697,1314438,525379,1839817,1,1,10,1,1,10 +2024,4,1,0,0-19 Employees,All Firm Sizes,626249,350913,977162,351222,160931,512153,1,1,10,1,1,10 +2024,4,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,4,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,4,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,4,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,4,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,4,2,0,20-49 Employees,All Firm Sizes,405410,216552,621962,228944,103292,332236,1,1,10,1,1,10 +2024,4,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,4,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,4,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,4,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,4,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,4,3,0,50-249 Employees,All Firm Sizes,684820,337386,1022206,387341,163052,550393,1,1,10,1,1,10 +2024,4,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,4,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,4,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,4,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,4,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,4,4,0,250-499 Employees,All Firm Sizes,247217,116047,363264,144175,57369,201544,1,1,10,1,1,10 +2024,4,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,4,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,4,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,4,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,4,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2024,4,5,0,500+ Employees,All Firm Sizes,2257158,1017094,3274252,1324058,506676,1830734,1,1,10,1,1,10 +2024,4,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2024,4,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2024,4,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2024,4,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2024,4,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2025,1,0,0,All Firm Sizes,All Firm Sizes,4161176,2058002,6219178,2492622,1102224,3594846,1,1,10,1,1,10 +2025,1,0,1,All Firm Sizes,0-19 Employees,578616,329276,907892,345741,184463,530204,1,1,10,1,1,10 +2025,1,0,2,All Firm Sizes,20-49 Employees,379091,183038,562129,215868,92373,308241,1,1,10,1,1,10 +2025,1,0,3,All Firm Sizes,50-249 Employees,662704,307595,970299,382091,157325,539416,1,1,10,1,1,10 +2025,1,0,4,All Firm Sizes,250-499 Employees,243284,112467,355751,144666,58573,203239,1,1,10,1,1,10 +2025,1,0,5,All Firm Sizes,500+ Employees,2074930,1021639,3096569,1242969,546130,1789099,1,1,10,1,1,10 +2025,1,1,0,0-19 Employees,All Firm Sizes,530005,367808,897813,323014,199147,522161,1,1,10,1,1,10 +2025,1,1,1,0-19 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2025,1,1,2,0-19 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2025,1,1,3,0-19 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2025,1,1,4,0-19 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2025,1,1,5,0-19 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2025,1,2,0,20-49 Employees,All Firm Sizes,377660,197105,574765,223684,101694,325378,1,1,10,1,1,10 +2025,1,2,1,20-49 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2025,1,2,2,20-49 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2025,1,2,3,20-49 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2025,1,2,4,20-49 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2025,1,2,5,20-49 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2025,1,3,0,50-249 Employees,All Firm Sizes,648991,311830,960821,380775,161818,542593,1,1,10,1,1,10 +2025,1,3,1,50-249 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2025,1,3,2,50-249 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2025,1,3,3,50-249 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2025,1,3,4,50-249 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2025,1,3,5,50-249 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2025,1,4,0,250-499 Employees,All Firm Sizes,237000,110795,347795,143912,58887,202799,1,1,10,1,1,10 +2025,1,4,1,250-499 Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2025,1,4,2,250-499 Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2025,1,4,3,250-499 Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2025,1,4,4,250-499 Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2025,1,4,5,250-499 Employees,500+ Employees,,,,,,,11,11,11,11,11,11 +2025,1,5,0,500+ Employees,All Firm Sizes,2190348,992112,3182460,1295120,533903,1829023,1,1,10,1,1,10 +2025,1,5,1,500+ Employees,0-19 Employees,,,,,,,11,11,11,11,11,11 +2025,1,5,2,500+ Employees,20-49 Employees,,,,,,,11,11,11,11,11,11 +2025,1,5,3,500+ Employees,50-249 Employees,,,,,,,11,11,11,11,11,11 +2025,1,5,4,500+ Employees,250-499 Employees,,,,,,,11,11,11,11,11,11 +2025,1,5,5,500+ Employees,500+ Employees,,,,,,,11,11,11,11,11,11 diff --git a/scripts/fetch_employer_firm_targets.py b/scripts/fetch_employer_firm_targets.py index 1ed32d80..d7d4eed2 100644 --- a/scripts/fetch_employer_firm_targets.py +++ b/scripts/fetch_employer_firm_targets.py @@ -28,6 +28,22 @@ job-to-job hire/separation flows by firm size x NAICS sector, 2015Q1 on (the ``year >= 2015`` filter; matches the provenance note). Feeds E11's national margin. +* **J2J R2026Q1 (us, sex x age, no firm characteristics)** -- national + job-to-job hire/separation flows by sex x age group, all-industry + margin only (the committed-extract size cap rules out the full + sector detail), 2015Q1 on. Feeds gate E2's age x sex + separation/hire/J2J rate references. NOTE: LEHD calls the sex x + age tabulation ``sa`` (``se`` is sex x *education*). +* **J2JOD R2026Q1 (us, origin x destination firm size)** -- national + job-to-job flows by origin firm size x destination firm size, + 2015Q1 on. Feeds gate E11's origin/destination size-ladder + reference. The LEHD flat J2JOD files publish only the one-sided + firm-size margins, so the full cross comes from the LED Extraction + Tool query API (``ledextract.ces.census.gov``), which serves the + current release (probed 2026-07-17: schema V4.14.0 = R2026Q1). + The full detail is released for 2015Q1-2016Q1 only; later + quarters are suppressed (status flag 11) and only the margins + remain published -- see the provenance note. Run from the repository root:: @@ -42,7 +58,10 @@ import gzip import hashlib +import json import tempfile +import urllib.error +import urllib.parse import urllib.request from pathlib import Path @@ -52,6 +71,9 @@ OUT_DIR = ROOT / "data" / "external" RETRIEVED = "2026-07-14" +#: Fetch date of the second-wave extracts (sex x age J2J, J2JOD +#: origin x destination firm size). +RETRIEVED_WAVE2 = "2026-07-17" #: Pinned raw source files: url -> sha256 of the download performed on #: RETRIEVED. A digest mismatch means the agency re-issued the file; @@ -83,6 +105,15 @@ "j2j_us_d_fs_gn_ns_oslp_u.csv.gz", "abdd573d414d66f864828952501cee0a6ef6c8db88cb789da38af1a3" "c9d55c6f", ), + "j2j_us_sa_f_gn_ns_oslp_u.csv.gz": ( + "https://lehd.ces.census.gov/data/j2j/R2026Q1/us/j2j/" + "j2j_us_sa_f_gn_ns_oslp_u.csv.gz", + "0e043fc8796bd3e11231ff6d174fdfebed926c9d40da4f069a3ad31e" "ed55aba0", + ), + "label_agegrp.csv": ( + "https://lehd.ces.census.gov/data/schema/latest/" "label_agegrp.csv", + "eb478c6eda6c12a57609afaf89bbb42dd4d9fb2ee883f6dd0399fb71" "7b27889b", + ), "label_firmsize.csv": ( "https://lehd.ces.census.gov/data/schema/latest/" "label_firmsize.csv", "29dfd8fed594be600c6c554b4cb27bd590c45da549c30e32824cea42" "48dffe1f", @@ -103,6 +134,66 @@ 5: "500+ Employees", } +#: LEHD sex code -> label (pinned from the J2J schema). +SEX_LABELS = {0: "All Sexes", 1: "Male", 2: "Female"} + +#: LEHD age-group code -> label (pinned from label_agegrp.csv). +AGEGRP_LABELS = { + "A00": "All Ages (14-99)", + "A01": "14-18", + "A02": "19-21", + "A03": "22-24", + "A04": "25-34", + "A05": "35-44", + "A06": "45-54", + "A07": "55-64", + "A08": "65-99", +} + +# ---------------------------------------------------------------- +# LED Extraction Tool (the J2JOD origin x destination firm-size +# cross is not published in the LEHD flat files -- they carry only +# the one-sided firm-size margins -- so it is pulled through the +# LED Extraction Tool's query API instead). +# ---------------------------------------------------------------- + +LED_BASE = "https://ledextract.ces.census.gov" + +#: Query submitted to the LED Extraction Tool (POST /j2j/download). +#: ``oq`` is the ordinal quarter, year * 4 + (quarter - 1): +#: 8060 = 2015Q1 .. 8100 = 2025Q1 (the last quarter in R2026Q1). +#: Origin-destination queries must carry the ``*_orig`` keys. +LED_J2JOD_REQUEST = { + "version": "V4.14.0", + "seasonadj": ["U"], + "geography": ["00"], + "geography_orig": ["00"], + "industry": ["00"], + "industry_orig": ["00"], + "firmage": ["0"], + "firmage_orig": ["0"], + "firmsize": ["0", "1", "2", "3", "4", "5"], + "firmsize_orig": ["0", "1", "2", "3", "4", "5"], + "sex": ["0"], + "agegrp": ["A00"], + "education": ["E0"], + "race": ["A0"], + "ethnicity": ["A0"], + "indicator": ["J2J", "EE", "AQHire", "J2JS", "EES", "AQHireS"], + "oq": list(range(8060, 8101)), + "export_labels": False, +} + +#: sha256 of the CSV returned by the LED Extraction Tool for +#: LED_J2JOD_REQUEST on RETRIEVED_WAVE2 (release R2026Q1, schema +#: V4.14.0; the fetch was repeated and is byte-stable). The tool +#: serves the *current* release, so this pin breaks -- loudly, by +#: design -- when LEHD rotates to R2026Q2; re-pin deliberately and +#: update the provenance note. +LED_J2JOD_SHA256 = ( + "adbd16e2c23ee3a87a22c5f6520eca37b09f8036131d4147c081c89d" "6a5a867f" +) + QWI_MEASURES = [ "Emp", "EmpEnd", @@ -136,6 +227,68 @@ ] +J2JOD_MEASURES = ["EE", "AQHire", "J2J", "EES", "AQHireS", "J2JS"] + + +class _NoRedirect(urllib.request.HTTPRedirectHandler): + """Surface the LED tool's 303 instead of following it (the + redirect target is the HTML results page; the CSV lives at + ``download.csv`` with the same query string).""" + + def redirect_request(self, *args, **kwargs): + return None + + +def fetch_led_j2jod(cache_dir: Path) -> Path: + """Fetch the J2JOD firm-size cross via the LED Extraction Tool. + + POST the JSON query to ``/j2j/download``; the tool answers 303 + with the encoded query string, and ``/j2j/download.csv?`` + serves the extract. The result is cached and its sha256 verified + against the pinned digest (see :data:`LED_J2JOD_SHA256`). + """ + path = cache_dir / "led_j2jod_us_fsfs_2015on.csv" + if not path.exists(): + print("querying the LED Extraction Tool (J2JOD firm-size cross)") + req = urllib.request.Request( + LED_BASE + "/j2j/download", + data=json.dumps(LED_J2JOD_REQUEST).encode(), + headers={ + "Content-Type": "application/json", + "User-Agent": "populace-dynamics fetch script", + }, + ) + opener = urllib.request.build_opener(_NoRedirect()) + try: + resp = opener.open(req, timeout=300) + raise RuntimeError( + "LED Extraction Tool did not redirect (HTTP " + f"{resp.status}); the query API may have changed." + ) + except urllib.error.HTTPError as err: + if err.code != 303: + raise + location = err.headers["Location"] + query = urllib.parse.urlsplit(location).query + csv_req = urllib.request.Request( + LED_BASE + "/j2j/download.csv?" + query, + headers={"User-Agent": "populace-dynamics fetch script"}, + ) + tmp = path.with_suffix(path.suffix + ".part") + with urllib.request.urlopen(csv_req, timeout=300) as resp: + tmp.write_bytes(resp.read()) + tmp.replace(path) + digest = hashlib.sha256(path.read_bytes()).hexdigest() + if digest != LED_J2JOD_SHA256: + raise RuntimeError( + f"LED J2JOD extract: sha256 {digest} != pinned " + f"{LED_J2JOD_SHA256}. The LED Extraction Tool serves the " + "current release; if LEHD rotated releases, re-pin " + "deliberately and update the provenance note." + ) + return path + + def fetch(name: str, cache_dir: Path) -> Path: """Download (or reuse) a pinned raw file and verify its sha256.""" url, expected = SOURCES[name] @@ -289,6 +442,66 @@ def build_j2j(cache_dir: Path) -> None: print(f"j2j_us_firmsize_sector_2015on.csv: {len(out)} rows") +def build_j2j_sexage(cache_dir: Path) -> None: + """National J2J flows by sex x age group (all-industry margin). + + The raw ``sa`` file is sex x age x NAICS sector; the committed + extract keeps the all-industry margin (``industry == "00"``) only + -- with the full sector detail the file would breach the 1 MB + extract cap -- but keeps the complete sex (0-2) x age (A00-A08) + grid, margins included, so aggregation identities stay testable. + Pure row/column filter, no re-aggregation, from LEHD_START_YEAR + on. + """ + path = fetch("j2j_us_sa_f_gn_ns_oslp_u.csv.gz", cache_dir) + with gzip.open(path, "rt") as fh: + raw = pd.read_csv(fh, low_memory=False) + keep = raw[ + (raw["year"] >= LEHD_START_YEAR) + & (raw["industry"].astype(str) == "00") + ].copy() + id_cols = ["year", "quarter", "sex", "agegrp"] + flag_cols = [f"s{m}" for m in J2J_MEASURES] + out = keep[id_cols + J2J_MEASURES + flag_cols].copy() + out.insert(3, "sex_label", out["sex"].map(SEX_LABELS)) + out.insert(5, "agegrp_label", out["agegrp"].map(AGEGRP_LABELS)) + out = out.sort_values(id_cols).reset_index(drop=True) + out.to_csv( + OUT_DIR / "j2j_us_sexage_2015on.csv", + index=False, + float_format="%.10g", + ) + print(f"j2j_us_sexage_2015on.csv: {len(out)} rows") + + +def build_j2jod_firmsize(cache_dir: Path) -> None: + """National J2J flows by origin x destination firm size. + + From the LED Extraction Tool (see :func:`fetch_led_j2jod`); the + committed extract keeps the full 6 x 6 grid (codes 0-5 on both + sides: the 25 detail cells plus the tool's aggregated margins, + status flag 10/12). Column subset and sort only, no + re-aggregation. Suppressed cells (status flag 11) load as NaN. + NOTE: the tool's margins are aggregates of the firm-size-coded + tabulation, so they sit slightly below the flat-file ``d_fs`` + margins, which include public-sector (firm size "N") flows. + """ + raw = pd.read_csv(fetch_led_j2jod(cache_dir), low_memory=False) + keep = raw[raw["year"] >= LEHD_START_YEAR].copy() + id_cols = ["year", "quarter", "firmsize_orig", "firmsize"] + flag_cols = [f"s{m}" for m in J2JOD_MEASURES] + out = keep[id_cols + J2JOD_MEASURES + flag_cols].copy() + out.insert(4, "firmsize_orig_label", _firmsize_label(out["firmsize_orig"])) + out.insert(5, "firmsize_label", _firmsize_label(out["firmsize"])) + out = out.sort_values(id_cols).reset_index(drop=True) + out.to_csv( + OUT_DIR / "j2jod_us_firmsize_od_2015on.csv", + index=False, + float_format="%.10g", + ) + print(f"j2jod_us_firmsize_od_2015on.csv: {len(out)} rows") + + def main() -> None: cache_dir = Path(tempfile.gettempdir()) / "employer_firm_raw_cache" cache_dir.mkdir(parents=True, exist_ok=True) @@ -297,6 +510,8 @@ def main() -> None: build_bds(cache_dir) build_qwi(cache_dir) build_j2j(cache_dir) + build_j2j_sexage(cache_dir) + build_j2jod_firmsize(cache_dir) for f in sorted(OUT_DIR.glob("*_us_*2015on.csv")) + [ OUT_DIR / "susb_us_sector_size_2022.csv", OUT_DIR / "bds_us_firm_size_1978_2022.csv", diff --git a/src/populace_dynamics/firms/targets.py b/src/populace_dynamics/firms/targets.py index 805e90a5..c71eec3e 100644 --- a/src/populace_dynamics/firms/targets.py +++ b/src/populace_dynamics/firms/targets.py @@ -30,6 +30,8 @@ "load_bds_firm_size", "load_qwi_firmsize_sector", "load_j2j_firmsize_sector", + "load_j2j_sexage", + "load_j2jod_firmsize", ] EXTERNAL_DIR = Path(__file__).resolve().parents[3] / "data" / "external" @@ -37,6 +39,11 @@ BDS_PATH = EXTERNAL_DIR / "bds_us_firm_size_1978_2022.csv" QWI_PATH = EXTERNAL_DIR / "qwi_us_firmsize_sector_2015on.csv" J2J_PATH = EXTERNAL_DIR / "j2j_us_firmsize_sector_2015on.csv" +J2J_SEXAGE_PATH = EXTERNAL_DIR / "j2j_us_sexage_2015on.csv" +J2JOD_PATH = EXTERNAL_DIR / "j2jod_us_firmsize_od_2015on.csv" + +#: LEHD age-group codes (A00 is the all-ages margin). +LEHD_DETAIL_AGEGRPS = {f"A0{i}" for i in range(1, 9)} #: SUSB 2022 US total-employment pin (all sectors, ENTRSIZE 01), #: verified against the published table at fetch time. @@ -170,20 +177,36 @@ def _load_bds_firm_size(path: str | None = None) -> pd.DataFrame: return df -def _load_lehd(path: Path, measures: list[str], name: str) -> pd.DataFrame: +def _load_lehd( + path: Path, + measures: list[str], + name: str, + id_cols: list[str] | None = None, + key_cols: list[str] | None = None, +) -> pd.DataFrame: + if id_cols is None: + id_cols = [ + "year", + "quarter", + "industry", + "firmsize", + "firmsize_label", + ] + if key_cols is None: + key_cols = ["year", "quarter", "industry", "firmsize"] df = _read(path) - id_cols = ["year", "quarter", "industry", "firmsize", "firmsize_label"] missing = [c for c in id_cols + measures if c not in df.columns] if missing: raise ValueError(f"{name} extract is missing columns {missing}.") - if set(df["firmsize"].unique()) != LEHD_DETAIL_FIRMSIZES: - raise ValueError( - f"{name} firmsize codes changed: " - f"{sorted(df['firmsize'].unique())}" - ) + if "firmsize" in key_cols and "firmsize_orig" not in key_cols: + if set(df["firmsize"].unique()) != LEHD_DETAIL_FIRMSIZES: + raise ValueError( + f"{name} firmsize codes changed: " + f"{sorted(df['firmsize'].unique())}" + ) if not df["quarter"].isin([1, 2, 3, 4]).all(): raise ValueError(f"{name} quarter values out of range.") - dupes = df.duplicated(["year", "quarter", "industry", "firmsize"]) + dupes = df.duplicated(key_cols) if dupes.any(): raise ValueError(f"{name} extract has duplicate cells.") return df @@ -276,3 +299,115 @@ def _load_j2j_firmsize_sector(path: str | None = None) -> pd.DataFrame: if not observed.between(0.0, 1.0).all(): raise ValueError(f"J2J derived {col} outside [0, 1].") return df + + +def load_j2j_sexage(path: str | None = None) -> pd.DataFrame: + """National J2J flows by sex x age group, 2015Q1 on (jobs). + + All-industry margin only (gate E2's age x sex reference); the + full sex (0-2) x age (A00-A08) grid including margins. Adds + derived per-job quarterly rates ``hire_rate`` (MHire / MainB), + ``separation_rate`` (MSep / MainB), ``j2j_hire_rate`` + (J2JHire / MainB) and ``j2j_separation_rate`` (J2JSep / MainB). + Returns a fresh copy on each call (see + :func:`load_susb_sector_size`). + """ + return _load_j2j_sexage(path).copy() + + +@lru_cache(maxsize=1) +def _load_j2j_sexage(path: str | None = None) -> pd.DataFrame: + measures = [ + "MainB", + "MainE", + "MHire", + "MSep", + "EEHire", + "EESep", + "J2JHire", + "J2JSep", + "NEHire", + "ENSep", + ] + id_cols = ["year", "quarter", "sex", "sex_label", "agegrp"] + key_cols = ["year", "quarter", "sex", "agegrp"] + df = _load_lehd( + Path(path) if path is not None else J2J_SEXAGE_PATH, + measures, + "J2J sex-age", + id_cols=id_cols, + key_cols=key_cols, + ) + if set(df["sex"].unique()) != {0, 1, 2}: + raise ValueError("J2J sex-age extract sex codes changed.") + if set(df["agegrp"].unique()) != LEHD_DETAIL_AGEGRPS | {"A00"}: + raise ValueError("J2J sex-age extract age groups changed.") + if (df[measures] < 0).any().any(): + raise ValueError("J2J sex-age counts must be non-negative.") + for m in measures: + missing = df[m].isna() + if not df.loc[missing, f"s{m}"].isin([-1, 5]).all(): + raise ValueError(f"J2J sex-age {m} has unexplained missing cells.") + df = df.copy() + base = df["MainB"].where(df["MainB"] > 0) + df["hire_rate"] = df["MHire"] / base + df["separation_rate"] = df["MSep"] / base + df["j2j_hire_rate"] = df["J2JHire"] / base + df["j2j_separation_rate"] = df["J2JSep"] / base + for col in ( + "hire_rate", + "separation_rate", + "j2j_hire_rate", + "j2j_separation_rate", + ): + observed = df[col].dropna() + if not observed.between(0.0, 1.0).all(): + raise ValueError(f"J2J sex-age derived {col} outside [0, 1].") + return df + + +def load_j2jod_firmsize(path: str | None = None) -> pd.DataFrame: + """National J2J flows by origin x destination firm size, 2015Q1 on. + + From the LED Extraction Tool (gate E11's origin/destination + size-ladder reference): the full 6 x 6 firm-size grid, codes 0-5 + on both sides (0 is the tool's aggregated margin, status flag + 10/12; suppressed cells, flag 11, load as NaN). The 5 x 5 + detail is published for 2015Q1-2016Q1 only; later quarters + carry the margins only (provenance note entry 6). Counts are + jobs, as for QWI/J2J. Returns a fresh copy on each call (see + :func:`load_susb_sector_size`). + """ + return _load_j2jod_firmsize(path).copy() + + +@lru_cache(maxsize=1) +def _load_j2jod_firmsize(path: str | None = None) -> pd.DataFrame: + measures = ["EE", "AQHire", "J2J", "EES", "AQHireS", "J2JS"] + id_cols = [ + "year", + "quarter", + "firmsize_orig", + "firmsize", + "firmsize_orig_label", + "firmsize_label", + ] + key_cols = ["year", "quarter", "firmsize_orig", "firmsize"] + df = _load_lehd( + Path(path) if path is not None else J2JOD_PATH, + measures, + "J2JOD", + id_cols=id_cols, + key_cols=key_cols, + ) + all_sizes = LEHD_DETAIL_FIRMSIZES | {0} + for col in ("firmsize", "firmsize_orig"): + if set(df[col].unique()) != all_sizes: + raise ValueError(f"J2JOD {col} codes changed.") + if (df[measures] < 0).any().any(): + raise ValueError("J2JOD counts must be non-negative.") + for m in measures: + missing = df[m].isna() + if not df.loc[missing, f"s{m}"].isin([-1, 5, 11]).all(): + raise ValueError(f"J2JOD {m} has unexplained missing cells.") + return df diff --git a/tests/test_firms_targets.py b/tests/test_firms_targets.py index 4b91b256..b92ba081 100644 --- a/tests/test_firms_targets.py +++ b/tests/test_firms_targets.py @@ -228,6 +228,136 @@ def test_j2j_flows_are_subsets_of_market_flows(j2j): assert (ok["EESep"] <= ok["J2JSep"]).all() +# --------------------------------------------------------------- +# J2J sex x age (gate E2 reference) +# --------------------------------------------------------------- + + +@pytest.fixture(scope="module") +def j2j_sexage(): + return targets.load_j2j_sexage() + + +def test_j2j_sexage_schema_and_coverage(j2j_sexage): + assert set(j2j_sexage["sex"]) == {0, 1, 2} + assert set(j2j_sexage["agegrp"]) == {f"A0{i}" for i in range(9)} + assert j2j_sexage["year"].min() == 2015 + assert j2j_sexage["year"].max() >= 2024 + # Full grid: one row per quarter x sex x age group. + quarters = j2j_sexage[["year", "quarter"]].drop_duplicates() + assert len(j2j_sexage) == len(quarters) * 3 * 9 + + +def test_j2j_sexage_rates_bounded(j2j_sexage): + for col in ( + "hire_rate", + "separation_rate", + "j2j_hire_rate", + "j2j_separation_rate", + ): + observed = j2j_sexage[col].dropna() + assert ((observed >= 0) & (observed <= 1)).all() + assert observed.median() > 0.01 + + +def test_j2j_sexage_margins_stack(j2j_sexage): + """Detail sex and age cells stack to the published margins + (exactly: LEHD margins here are published, not derived).""" + cell = j2j_sexage.set_index(["year", "quarter", "sex", "agegrp"])["MainB"] + total = cell.loc[2019, 1, 0, "A00"] + by_sex = sum(cell.loc[2019, 1, s, "A00"] for s in (1, 2)) + by_age = sum(cell.loc[2019, 1, 0, f"A0{i}"] for i in range(1, 9)) + # LEHD noise infusion rounds each published cell independently, + # so margins agree only to a few jobs out of ~130 million. + assert abs(by_sex - total) <= 5 + assert abs(by_age - total) <= 5 + + +def test_j2j_sexage_age_gradient(j2j_sexage): + """E2's sign: young workers churn faster -- the 19-21 group's + J2J hire rate exceeds the 55-64 group's, both sexes pooled.""" + us = j2j_sexage[j2j_sexage["sex"] == 0] + young = us.loc[us["agegrp"] == "A02", "j2j_hire_rate"].mean() + older = us.loc[us["agegrp"] == "A07", "j2j_hire_rate"].mean() + assert young > 2 * older + + +# --------------------------------------------------------------- +# J2JOD origin x destination firm size (gate E11 reference) +# --------------------------------------------------------------- + + +@pytest.fixture(scope="module") +def j2jod(): + return targets.load_j2jod_firmsize() + + +def test_j2jod_schema_and_coverage(j2jod): + assert set(j2jod["firmsize"]) == {0, 1, 2, 3, 4, 5} + assert set(j2jod["firmsize_orig"]) == {0, 1, 2, 3, 4, 5} + assert j2jod["year"].min() == 2015 + assert j2jod["year"].max() >= 2024 + # Full 6 x 6 grid per quarter. + quarters = j2jod[["year", "quarter"]].drop_duplicates() + assert len(j2jod) == len(quarters) * 36 + + +def test_j2jod_identity_j2j_is_ee_plus_aqhire(j2jod): + ok = j2jod.dropna(subset=["EE", "AQHire", "J2J"]) + assert (ok["J2J"] == ok["EE"] + ok["AQHire"]).all() + ok = j2jod.dropna(subset=["EES", "AQHireS", "J2JS"]) + assert (ok["J2JS"] == ok["EES"] + ok["AQHireS"]).all() + + +def test_j2jod_detail_window(j2jod): + """The full national origin x destination detail is published + only for 2015Q1-2016Q1 (later quarters carry status flag 11: a + state coverage gap blocks the national aggregate; provenance + note entry 6). Pin the window so a re-fetch that changes it + fails loudly.""" + detail = j2jod[(j2jod["firmsize"] > 0) & (j2jod["firmsize_orig"] > 0)] + published = detail[detail["EE"].notna()] + assert set(zip(published["year"], published["quarter"], strict=True)) == { + (2015, 1), + (2015, 2), + (2015, 3), + (2015, 4), + (2016, 1), + } + assert detail.loc[detail["EE"].isna(), "sEE"].isin([11]).all() + # The margins stay published for every quarter. + margin = j2jod[(j2jod["firmsize"] == 0) & (j2jod["firmsize_orig"] == 0)] + assert margin["EE"].notna().all() + + +def test_j2jod_detail_cells_below_margins(j2jod): + """Each detail origin x destination cell is bounded by both of + its one-sided margins (the margins aggregate the detail).""" + cell = j2jod.set_index(["year", "quarter", "firmsize_orig", "firmsize"])[ + "EE" + ] + for o in range(1, 6): + for d in range(1, 6): + detail = cell.loc[2015, 3, o, d] + if np.isnan(detail): + continue + assert detail <= cell.loc[2015, 3, o, 0] + assert detail <= cell.loc[2015, 3, 0, d] + + +def test_j2jod_large_firms_dominate_flows(j2jod): + """E11's sign: the 500+ x 500+ corner carries the largest + detail flow (large firms dominate both ends of the ladder).""" + us = j2jod[ + (j2jod["year"] == 2015) + & (j2jod["quarter"] == 3) + & (j2jod["firmsize"] > 0) + & (j2jod["firmsize_orig"] > 0) + ] + top = us.loc[us["EE"].idxmax()] + assert top["firmsize"] == 5 and top["firmsize_orig"] == 5 + + @pytest.mark.parametrize( "loader", [ @@ -235,6 +365,8 @@ def test_j2j_flows_are_subsets_of_market_flows(j2j): targets.load_bds_firm_size, targets.load_qwi_firmsize_sector, targets.load_j2j_firmsize_sector, + targets.load_j2j_sexage, + targets.load_j2jod_firmsize, ], ) def test_loaders_return_independent_copies(loader): From b370fb4112b0bf132fe6e42e0f33d2a63a396861 Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Thu, 23 Jul 2026 10:38:42 +0100 Subject: [PATCH 2/6] Correct entry 6: margin caveat, release attribution, content pin Three corrections to the J2JOD provenance, two of them found by Workstream A's review and one by re-running the fetch. 1. The margin caveat was directionally wrong. Checked across all 41 quarters on the national all-demographics cell, the tool's all-size EE margin sits *above* the flat-file d_fs margin in 37/41 (-1.00% to +2.02%), with per-size deviations from -3.20% to +3.67% in both directions. The previous bullet generalised from one quarter (2015Q1, -0.08%) and blamed the flat file's public-sector "N" flows -- an exclusion that would bias the tool downward in *every* quarter. The deviations are two-sided and dominated by independent noise infusion. Since E11's post-2016Q1 constraints are margins-only, that +/-2-3% wobble is a noise datum for the floor build, not a footnote. Added scripts/check_j2jod_margin_agreement.py to reproduce the table. 2. The release attribution did not hold. The tool reports no release; its schema version V4.14.0 is the software version and is identical for R2026Q1 and R2026Q2, so it cannot distinguish them. Verified instead what is checkable: values for 2015Q1-2025Q1 are unchanged across the rotation (all 1,476 rows), so the extract is release-stable over its own window. 3. The byte-sha pin was brittle and is replaced by a content digest. The digest pinned on 07-17 stopped matching on 07-23 with every value unchanged -- the tool had reordered its measure columns. A pin that fires on cosmetic reordering trains the maintainer to re-pin on sight, which is how a real revision would slip through. Content drift now raises; byte drift is reported and tolerated. Also archives the raw tool response under data/external/raw/ (19 KB gzipped) and makes it the builder's default input. The tool re-runs the query against the current release, so the 2015Q1-2016Q1 detail window -- the only window in which the origin x destination cross is published at all -- was one rotation away from being unrecoverable. The committed extract rebuilds byte-identically from the archive, test-pinned. Co-Authored-By: Claude Opus 4.8 (1M context) --- data/external/employer_firm_target_sources.md | 83 ++++++++-- .../raw/led_j2jod_us_fsfs_2015on.csv.gz | Bin 0 -> 18912 bytes scripts/check_j2jod_margin_agreement.py | 156 ++++++++++++++++++ scripts/fetch_employer_firm_targets.py | 133 ++++++++++++--- tests/test_firms_targets.py | 98 +++++++++++ 5 files changed, 426 insertions(+), 44 deletions(-) create mode 100644 data/external/raw/led_j2jod_us_fsfs_2015on.csv.gz create mode 100644 scripts/check_j2jod_margin_agreement.py diff --git a/data/external/employer_firm_target_sources.md b/data/external/employer_firm_target_sources.md index 66f9cdce..a8c57ff2 100644 --- a/data/external/employer_firm_target_sources.md +++ b/data/external/employer_firm_target_sources.md @@ -136,17 +136,44 @@ flagged in PR #223's method findings; same fetch script). is not in any flat file — and the Census data API (`api.census.gov`) still requires a key (probed 2026-07-17), so the LED Extraction Tool is the pinned keyless source. -- **Release:** R2026Q1, V4.14.0 (the tool's `/j2j/schema` reports - V4.14.0; matches `version_j2jod.txt` for R2026Q1: J2JOD US - 2000:2-2025:1, `j2jodpu_us_20260312_1118`); national, all - industries, not - seasonally adjusted, ownership A00 (state/local government plus - private — the tool's reported `ownercode`; equivalent to `oslp`) -- **Fetched-CSV sha256:** `adbd16e2c23ee3a87a22c5f6520eca37b09f8036131d4147c081c89d6a5a867f` - (the query was repeated at fetch time and is byte-stable). The - tool serves the *current* release only, so this pin breaks loudly - when LEHD rotates to R2026Q2; re-pin deliberately and update this - entry. +- **Release: not reported by the tool; inferred.** The extraction + tool exposes no release identifier. Its `/j2j/schema` reports + `V4.14.0`, which is the *software* version and is **identical for + R2026Q1 and R2026Q2** (`version_j2jod.txt`: R2026Q1 = + `j2jodpu_us_20260312_1118`, 2000:2-2025:1; R2026Q2 = + `j2jodpu_us_20260618_1116`, 2000:2-2025:2), so it cannot + distinguish them. An earlier revision of this entry claimed the + schema version "matches R2026Q1" and therefore pinned the release; + that inference does not hold. What is verified: the values served + for 2015Q1-2025Q1 are unchanged across the R2026Q1 → R2026Q2 + rotation (checked 2026-07-23, all 1,476 rows), so the extract is + release-stable over its own window whichever release served it. + National, all industries, not seasonally adjusted, ownership A00 + (state/local government plus private — the tool's reported + `ownercode`; equivalent to `oslp`). +- **Archived response:** `raw/led_j2jod_us_fsfs_2015on.csv.gz` + (gzip of the tool's CSV as served 2026-07-23; raw sha256 + `7afad9f408319c54e7e7d802b068723e346f49c840d4fe861e7e55d9528d3944`). + Committed because the tool re-runs the query against whatever + release is current, so the 2015Q1-2016Q1 detail window — the only + window in which this cross is published at all (next bullet but + one) — is not re-fetchable in perpetuity. The archive is the + builder's default input; a live re-query is the verification path. +- **Integrity pin: content, not bytes.** `LED_J2JOD_CONTENT_SHA256` + = `c52ec512bc3f478d6426efb7b03cccbe1edc952309214030ed53eb42f7a83354`, + taken over the response canonicalised (columns sorted, rows sorted + by year/quarter/firmsize_orig/firmsize, fixed float format). The + byte digest is recorded but **not** enforced. + + Why: the byte digest originally pinned here + (`adbd16e2...`, fetched 2026-07-17) stopped matching on + 2026-07-23 while every one of the 1,476 rows was unchanged, value + for value. The tool had reordered its measure columns — + `EE,AQHire,EES,AQHireS,J2J,J2JS` where it previously emitted + `EE,AQHire,J2J,EES,AQHireS,J2JS`. A pin that fires on cosmetic + reordering trains the maintainer to re-pin on sight, which is + exactly how a genuine revision would slip through; so byte drift + is now reported and tolerated, and content drift raises. - **Transformation:** column subset and sort only, no re-aggregation: the full 6 x 6 firm-size grid (codes 0-5 on both origin and destination sides), 2015Q1-2025Q1 (ordinal quarters @@ -164,12 +191,34 @@ flagged in PR #223's method findings; same fetch script). margins (code 0 on either axis) remain published through 2025Q1. E11's origin x destination shape reference is therefore the 2015Q1-2016Q1 window; later quarters constrain the margins only. -- **Margin caveat:** the code-0 margins are the tool's aggregates of - the firm-size-coded tabulation (status flag 10/12), so they sit - slightly below the flat-file `d_fs` margins, which include - public-sector flows (firm size "N"): e.g. 2015Q1 all-size EE is - 3,985,308 here versus 3,988,566 in `j2jod_us_d_fs_gn_n_oslp_u`. - Detail cells that fail publication standards (status flag 11) +- **Margin caveat (corrected 2026-07-23; the earlier version of this + bullet was directionally wrong).** The code-0 margins are the + tool's aggregates of the firm-size-coded tabulation (status flag + 10/12) and they do **not** sit systematically below the flat-file + `d_fs` margins. Checked against + `j2jod_us_d_fs_gn_ns_oslp_u` (R2026Q1) across all 41 quarters, on + the all-demographics / all-industry / all-firm-age national cell: + + | comparison | quarters tool > flat | deviation range | mean | + |---|---|---|---| + | all-size EE margin | 37 / 41 | −1.00% to +2.02% | +0.75% | + | per-size margins (orig and dest, sizes 1-5) | — | −3.20% to +3.67% | — | + + The single 2015Q1 figure previously quoted (3,985,308 here versus + 3,988,566 in the flat file, −0.08%) is real but unrepresentative, + and the explanation attached to it — the flat file's inclusion of + public-sector "N" flows — is not what drives the gap: a + size-N exclusion would bias the tool's margin *downward* in every + quarter, and it is above in 37 of 41. The deviations run both ways + and are dominated by independent noise infusion applied to the two + tabulations. + + **This matters at floor scale.** E11's post-2016Q1 constraints are + margins-only, so a ±2-3% cross-source wobble on the quantity being + gated is itself an empirical noise datum for the E11 floor build, + not a footnote. Reproduce with + `scripts/check_j2jod_margin_agreement.py`. +- Detail cells that fail publication standards (status flag 11) load as NaN — common in the small-x-large corners. - **Unit caveat:** job counts, as for QWI/J2J; firm size is administrative national March employment on both sides. diff --git a/data/external/raw/led_j2jod_us_fsfs_2015on.csv.gz b/data/external/raw/led_j2jod_us_fsfs_2015on.csv.gz new file mode 100644 index 0000000000000000000000000000000000000000..fc46060d663356f4e0a55aeef8d2398ec5f8833a GIT binary patch literal 18912 zcmZTv1yoeq`;`=sl#m8NK^g?9Aw&rYLAr;O0qJg#ZV+ji0i_X!kZ$Q7x`vV*Y6uxX zK;S>V_xr!_t##JA3+~*r&fM>uZ-0C5Zk8E(HLtJuDY3Gg+Ltcy`(_JbVGY2dQ$PQ>s%Fn5;Nm0>H;H-x9hna%=l94BtB1EEWS#)~k=Qfb2jva}Il z&$flLqhgW?i3@kDW#KZj^Zx7WeB{-5E7Gm0(cx>>g^oj4O<_%a&*aSMYxY#>2J4%4 zx!Y-ZOyxLkj=gZ>k{=%oE`H1omWi@n1XQ>+o4`?8h5Js1zFYUs#x|cA?CyTo>#b*! z8e%GySSnvgc)5ElZZD=gJrA5HPk%Y`6VoHaS8_AM?@OESxrrHX7Xk0hvFDksEFIG5 z)5%Oj^QD7CVPt+2qwRq|5yn2*RsRti0AE7MUVvBsh1-5p0=`Z!%4GWI z&Go@S$i?EtU}h@qMMTBaB1$(@MAH6v^kqh_y>ET(jWrTkSyS6ukE+MH80?w8Ts(P- z+UHyRe(Hq$F$T9Y!90HR6rQ$pw(+sdwzEN{yxpt*`;QfJrb?AIx7{lvxRIVt8WbRn zi0>J!OO-adzHKdnENbg)=ljR-sDxu8TxrpK{@c2+U zr+j7=!iCY~5X+^yru_jvTiv>Jx-eE<*;IR3%xB}xH9KB&N^okI9jf4r0`B^4`%uG; z-QyeeiNNQg(N$3${(V^?ykCoEs7iotP`I^NJmk)2(vA)ny5)JKbwPEU6N8 zooqDAVl$dV<)!Mcs#((ohN zKRn=am|MjTS#o*nD-D)#=?rjkU8u!9+JypStybSVt1TdW2B6=uXgAsQl+3OmYw^=$D%~8b>9u5 zvnVP=>^+}l#U$?-*7Uz4neb))fN3k4D>>4+0JS$awSAAH-}ns3y|qF{%(tw-^eoWd zKRKeoSl=`A(aDxBs~%C9Mx!4NFF}$V1#CsQv>{1Mdbo4ep3&+};TZ2OmF9fLuKb}( zkXX*^uqPKz&qY=QKej32sa$b=>U!|7qV6NFou}G>1i4_LKQ(NjJg{*#u~rKrV;qd3s!yKnHAv5YJGeJv%cd1W zXJZdpA$~o{#`WRzVTYX*3?q&Scq$H9_H zf`rO82ET59%4DBUx>T8!-Nk7*|;{`^QvJ6&+*1G4;Nak5vDW4zeUTg$v$UtHkSyv^A?*u*lc zYhXtuBbhX>%vZTo@X7!6*~@iKV)u+Dd(8Sps}c-=fbyoE+WZ6j7m+q4W0YLMQ)!^- z5zeow*9ImlRP#eKnamfoSiw}ycy{jgCqS&TZ-=6zSgH;hWCX?$jIBS&X~YPK#jRLj zXYFM;-2HHtZQCB1vYB0@=OYliqH^sJx3Wee)mTMJb<~SM;TN|EoV{eo`^R^u7)!Q zNRRTjyrGJ=xrnEIyUP_lQr{V&2Zk6Oea@j|*eG!ZM@2huW=^_Zo~f&<=4dvONr&E( ziCVGAk<)VS*1R(fh!YgUllL#kT3nZhVX_xqL?^*}tKNfoB^`aVw}KR?#CAJJb2q$M3a zPtp6xTE%3}vnSO^f_?8oOMVV$c=dys-L>x2nt-9*i0y@2YwfV`=yRDY4;kZD+uS-5 z0}F@p#$K*BlA|3T&m&QhIqrS2=M{T2;w{o6{pe!~623e&K7L*6WE@$E4| z*|c|7QiHLWn{>_W*vfzaEe}W6t5HJKvk28w>+M|Vkp%l%omj?VwNox-m@Y8WcCE;+3y>A9G3ytu{M9qU^SJ&hhUr|6*A~6BoRayt`J@JwX1;G}9wIi2J&3$7maF7Uy zCr{>%M#m&>DVND<^X!_m5tymWw>6WB9;8a(pF}6AHiB6aISE1^;8iKSrN(EX=^Wn% zgqoIahNt(0rRSHIC0wJ$^vjo$s~+uemP#f=A$!#4pmyiL#=7O#ufsjk71f`QPV@PU z5erluwv|ow*H@i*BphI6LF}xVrUYli%8=X?9gnIfY;r}DxaZ=JY;eB^9HrR!JMvQ` zx|!d>5$!_F)$*V2ir|>ulbq@)BeIv(DT^~KyBw)aujy&920m(UbQq*h?lXMPdI7YF z$W`Bwy*sN`^4XE`jKbzVN2U9mn`AVAkl3Nc41i^X=Swtxr9n}M!z(g4>by06{=)Ck z>FKAZYj@ot**DSL|oPL;Pokr$H%^{Ae8%3wkO6zw z#AtTAn=|Hcd`^oluI|sKjRobzl-NUr7L;mVkOX;E@jGlL%pde5=04z&h>iX|I&QR0^9W^m9R1)Wq`+i7DflS{i0vr67|+tQza z^!u{fbwxnl9nH5qjvnS|sK?Z!pm%+OY$SLfELPbd9LyMf9=$8oH`oR7ia(!a61K!(J{`H;9eDUF-jHNI6Msva&A`L0k8Hm%K zNbNCu9rwBCSmA2ix7f@m<{{3mmWbg&4iQ*k^@9MH_EjqHKqG9RMN8KfQ}Go_%^_vx zJYW3&oa}>6cHS)-Z#z?3R!4 z)3Ny6G`}$iCFboUVhK6|giY2^{I|R5O%;=~{gh%nS`=}gA3OgX>ZJ$Vk2I*dwUx!K zemfE-ygOqDUTJiJk@`O}zC4|P;%+yhra?LT1Oo8lDQ?%nOQ_F>F&Zrl%4>b0^8X(RGrFzo3mK!RH* zYABxU-1t!QsVkQ1J$a$ll3I3Jy4Su+e@CgnVN$K;YDgQ)^+8lI=6s)?%Gh(fUBt)F zdX`yLSaq1I7^Ni7D4(%HlZKrX=(r$nr(fJjVFuG<7fa&2SwB%%u1uucg~)T9lrC6s zeuF%gU5VV0|L8E&Fb5*|NMuta?A@)=HGtH9bt&94*ZOG81ay!lMYd4~w7culY&V&* zP!gPWw1Y*L7Oys`IXqThuGP4!G9olP;1Ntvo#dM53)bkNSB(GgRk(B_M2YBx^yT|I zJncWdD9Noi**TuSd$DGwlij@=S@LLJn-hM z+Ba#(pB6bm_E}@%5B!EWgh{)+#%npQ>8-u|aOuXLACCC)QGVd=?{pK^iWj;_Hi(&& z7NNzFTlFxol~C?oC}+4h*MDBX{^Ai`uV(S*I!ECv%|b)RmW0CXbP-+X(>NIE)uC{| z`=_MwJ0CM)IuQ@NM&B~3O$eMR$AoxbTBvH(CoZ+L>#J6U=O~H0ob5G9zU&!qOIq)fkWx~378|KxtjC>F)K0fQ)f{&jsp}k8J{5D+GIeSzT zeo}AG=_r*6mJ8Kg>#Y}^7WV=J(=Jbx3tew6-}&28v--%!>)(!{+I^N;cCuoAo!fo- zv0aO-qIEaNFW>s-w)s(RH}|-oe9-c=dAVP2XH5?Y(+ARH&Sda#e$?q z6*}iV*PC%U9IrI7mixBeIIqkjc+B9qd(I^lP(97p@$R8jayf(HEO!Unm0wVHkg9B- z2zTgP2@gj7PY8T{Ju;k3_Bdue+}NJXueeFK6^KNy3|KGMddE2YUVpfbWpVSVee?!W zJe#c>#B3SI;?-d)$TM#enGs)6hMP4h1b`~enySE~4g%>_|nB->&3I}>)_{WLuhmW!LS_L?CzOWU=w&}?TN7&`7Y z5!shi1`?{Ix6vn3)qe>Z%YpiF@LNiT9Z?8KhwQ{f^^dK@c`N2dT2?m^0b`O5r||RB z<$dG0vfdnFs5-t>G5^#%F@kuiC0j|#u?=OuW1XXxp1#E{!N~}}tg%?zAb8%*GEl&H zJbt^wFCie&?FAi&e830%`X>T&s-*|^^o0Q+(NoLZj*{>=oTZN%QdxzV4p7%ZqFOj*ruQti!_{~XnquwWQ~a{-O& z_l{zINq9%4_rYUo#KUq0$uE64UT11=0~EMSZq7H5SMxX5QV(>0I+g!iQ9tig*dV#V z0E-UNWeBcVt-+(5aj)>;oHc=7%8nQwOrw?fXYWA5_EE*Mgnaj#HP9Bv>vp-$-l+bfDeUZGIb+Ps0 zllQx>htb}5X#!To5Y10)DvWyIZ=KY)K_v3IYIM({HT_F{A82;6`v&p z*e~Al-reWnE=pDSVERvV7B39Oet?`#c?))N0`Bdn5Is^zKWYD7F&WB<-Aj z&ariI3Lt?H1Lj_LUYB+6yd=~Y_VL`khl}gdUex;`xcROs5TCvLR}>VDZr$6A&7pde zUQ^L-KG56O0}t`C9MQQ|P=u|i75rBS;`WrYC7;)2Jb%zdAH2;YHR{a~|G|sL%-Yk> zpGhP4?%%^?1tLO=I^vYp2R#^3oyXW)ACaKK<4MP;{jw>NmB5*CMvEfTa^BwAyq9dA z7~ff)nN2_Y7|4ptR0V6wmwQcj{mNI*gO;%r!?QQracd%yan5G(N^IMYwHYKIo{M;@ z>2kd&%gzroBtQ6!E8_zba}4_??peRZh*x%G@|0rXhhQI-KYQVM?pLdyrmw%0pHFP6 z*c6P#R6EN&b$gqsrdnzg8xV~E3odDiYifM+WfpKYB9k1R)XZ!cpTG^Ao{(zyzK@7i zg3+Xa1v$k)S}rgVOvk|hxvEWzLh>X!HdDaM^AKEOw^N+oHa)pzsEglMB~JqIf;s^Jv)go%?lqF2_wU#=_QVi zezzBP52k&LuJzBNCyu^18{9sjN1l-896#Q7$ii5-HIC#!G@AgbUwFm0+v%n7KfUT$ z;MbND1@0td4Szg5<0_B8B5HUsWC|w!37+tF*$VB`{m5H;wGe+DV4uk+BHi6*^F5uX zg(XuWjA7e&+(6>Pdy#;O#{(5JAIsbg8qYa|6&48g-9=7CZKxS9f2`32?Lx*+t^MV% zaIbC4Oq@}9W1`9nqH9Lx#Jv~nFZfs?+R_VLfnHkIhv>8uc#C~dVCs4ts=j5}har~h zeeq=Y6??-O$z$r>xPdREe`cE`?cjdS_D~bevz`pnN8aGE7ItXL7pVQaxAa5%G|LJ} zx;gz^W9uo_-<5>CAAU&ZE`L5WZXtL(*1{$Ii>CZqe2QH0bk^XDX*wE<`@eFHI{u&g zA0O6G*KOM;XIoxLYkkmTdm7dh=Qg9+d?AzJ+M-TR_3Vw-|Hcki-ft~=f0 zQrN43oJKxK7XW}%l~upwQ>3OACx{`C+5q7=%Sh|qJBe>FC!CbIHY>5Q7Fy4~Bf!TF z_8=z?mpOTWY__dw@K@>$p@IHNf-8OY6R)-}IK&Qc4~ z9)VrpbS3s8M;H-nt+?LRV9v~u`nVw0m>*L8X(VrfFT|klT?`&>R4WbGq$E!)4c$`) znySRPOYD)LOmlihj?4+O40e;A&vJ4UYHO&Ll{XUXMGa*a>l`4{NN$vc>M*Yq-to_x`|-=cL)8==~TJ>4ZL6k7W`a(9KYIS^G+&X zP`030d`kF+KgZsDBW0r?g1qS7xN3PG1gHpTdGF!#5b4Lh4Mt1>0o0r=3hVrcw6Wc% zll}aad-UhRzh(UgOU1(pV7=-}YOZk;vC3iW?D(1B_(B>UP-Gz8Ul|{rebBi3Y`j6F z%8YW>H2bTa$VhuJs&2T}gsmBB>i8Gl{&5D#n>8!F;!R_RCE!xAu&2*Ngt?AjFY&c* zf69)&vibkbk3I!ET+PSw;|;Z2>pg@a`*$ch{rOvM=@@?=bF1v&aM>FmL-c;?EP5H_ zO^FH~@v^BF43%w^rfh!thE$pYNfbirEW+%CL0Z#K*WRu>X@=)jrXGo>TCmp6yH0xp zbVM(*REndC<{YvnEZtAusZ~A|M}@Z{61B~mP3CK_G@1rKvDpDwP#lZ$gYBUx`ye}bDlM^GA{{&{9q}g`@-Wa z8Y0(8*veX8U`3V?^?vc(_wMo!cl}s*=mpX{p-8OnG-CF9U`FywgIZ0J4+^a$=t}3$ z++&&Y3kw=x*z##X)WjjygXz5j1`c6y#ZZX(RPDL{Z?L=l#4rqKM@PJ^ML1P8Yh!9F zm^KdAUuq-y9d@h1t6W;F)D_>N*EjokYajvK;pO${r zx;m>glOp-$ZsV!w<IdE29lE_cH4%*1WVtm@&uB zLQ2m6U#?Uqw{tKPt43(f={rqak<@Ndw~_0sq_%SZt$?a;1bdAPbHXVq>a^3PaMPJ8F>#BQ;O$u9Ny-E{<9`cRxqF!s=s&8EeF z&3av5=+vlrVTKH*_GZ;1iv$&ZiKOCG?9WPO2t2xnE+!qdA!GNOSr&4{(rkE~Th^|? zmSL=MOVg|oB7tq+fp_lQJ@Qepvp}$#2KNnVc5J0&FXhA`@{V<;<|yme_w?B#%3hkU zsR!Ar=hdfP!;fFgiY}GgS#YW#3iXMD_ML-+G6aHX1jkvcEz8Qpz+4L2^{T}Ww!{o``r1{oX+ef@4d#Go5EX7Kq|&nO4TLbJ{0 zd9#_{Z*`~{M5GahbQ1#(aa;O?$3)vLz%vf2sqJUMTlj66W=!kdKZ!6VM%??@j|F`` zu!CEZ-VXD3u2Wr{fjyRX#4Scg6(RT3?vJTHDi^lYoD_AJe)YQM#7_&6IVd$>zZm44 z;KhC|Ua#tjDiJ5dToTJDJ_mcEA9UYz0=%RkB!XtS8xfMO2<*xi?v4lt!T^r$kQg1C zi*6Xjiq+D@QX;NYx`J4Wy|RKn(_q#y487X1*nSOiF|JwyvCnph?wA8lq2a28fS+hg z_^w*MjwS#|h=q`8@hd z;XVfR97TqiM#&r{WHCCj?Np{)1p)OeQCN;6{(R09Be|6J)diB{37$q5hm>Jik(73M z9)rjb#(6`t!dW5B`y-!nYy%F-m&tSMXvCUjn;$URF#Wu(%kvoE#JwkgG8Xpo1hhT# zOL#`)W2gK6ps@N_2k31Du%x0!el%RH5#4|lyi$lD=Yd`1D!i#a3Q6gHqlUX#sgnwj zyF{o6zG6y?@qG-{${X>*O|U`GnXx~__75?|LE3G3e!84ha=&mqk-HkMxkOi|c@T9) zK<;}F`G?3@B{YuDHn94R8&?eIkI<|3%DT2KHwmG_M)d zTAT(;*GAR5Qn#A~WetvuP5yHtP>9|MzERv_q}061YxeNF^|eVrc{={q-_gMaX|{?X zCjM~z&EweqXmJcPFuZEh_WSO(KkC%~MV!*#!#~I)%g_e#fgUtnX<(L~+wnamc7$EK zf+zV?u%WO*Abo7MuMGlh^PoCBJF%>CG8>jICM0z6W{X&@u6F~S;#pxfd|{ngb1khI zNAW{0@o}qT{_{XJ8-zD2(v347{Vx_|S0C4kOAplE0p$T|`PIi-O8MEX1_qhea0|&qph+avH8)7XqzM~JkQujY4;;+MCoF1=(tN$pJg{J45 zJA;FO$lTRe#lDYur~d!bBL3nBHlXU6cegLB!#Kx_L$U~!Er#%paCqvDxT6l9|HTdd zD37X-<>$pNWLSpkE2zctd<5}sB{Ag1--%G~k=XvRd)n^p$+xd^X0+_v(gm>qfz+vJ zkd{-LTJ@4Fn5O~up-{d72-M}`k@#!^lgNO%{S&q*;>-~n#MQ@fDvte7x82Vog39$L zGCmr&yHUyqN83l}EEWy0FYq-MzcXg$6YkI*dUE@dOYZ)zK-L7z(3#yY%~e&_^CKtO z`KkPXim9tn$p`)GSkaMg2m)GvOnt3wzL0}GmZA7I4oVbwl8~4Cj`89bAXHCq+7xP! zqw9V&AOM!50Ch=qk7HE5KW$V8v%ON+bG!p`febFSCj2Ew{F#jI?=OhoyaEatjnr;D zSP^i=Y+5;rsCQMM`1)r_`d2oZvy3V65DC+{*vP+smm^(hjuZErqt(R7%)jIyb$qrD zc4zt#sr-#KQ5oFS?xal?ovY#(KGP%f>GpxYfx#z;=PJyZc2$+li}d1B6yhBPhxAk` zHzk|B%#V8mmCRn-1};Pe*%>$zF1+>$z6{lLsJee4vtoLxph4`y&Vd8q7S^B-V=Qu^Nm2s&pFoyxI`y*$Dw#BAWjEg*D0ocZl(?xt@b({KEM zrT$RRbyDut3sLcDJWf~?IHNcD$ES*tTYphwbVY<#=Q^CL4pNeaqrUN*KiG(_I%NZF zDg;@q|Jb1c1^gC*m0uy?ad^Hy`F?dy_Tt`5MogRyzS^E~@`lu#FD=?)wNKI?+%>$s zZ=WEBZwP+tk_Iyt{J@_XNAekR28T_O(n^VNL`aD*&+J!@dOQZ+Wmx}$C_O&?EO&N) zp70jQlD-MYwMj9NAsth0JL~yd_a$3EOQD%&9>xH5Ax+HK>_g%7HQUoF;R!SXu)7ka zIW?J7Ppd_mTg7D(+g>Lln$Jq?P|5DCV;;ongJHE*Ex7czah4~$cQxY_Wdf+bgCr7!OBOxn^?hSikSB>W#1{t1=uF$pT;|oWb1H(g-ouI>pz%t4HxDwsp9iVD$VocJ6DQTz<=1D-U*(Y z%f7(h`0feTWOwwKeO$!6fmi+b%;M$9YS+gh05-~7D#)91gZpv?c;1=&JtAR%=^9Ij zh5=qeCx_jIF9zDdlXpF^6-I()gPSB7yN@?J{$G^-ld7%HEX1gr!S5#GT#m_ytr?UG zR-3G{M6rZw&CUF+5jEd^35;UH_25kZRQQ5@-tv&k9p~sJ8K#NlIL*)^BcQFhq2k|l zQKAabu@#3DE4N!AV{jU&>LZ6HL5xa4?27r{s2XL*`FxHlfW7LoxfCX$i_&h#R86mF zF}MD0f5>V<4b!DhtIiD)SGSU|AXy;z>vk*Q`hly)xA|xU)mlFHRan;dVZ*2u__dFw zxZo%*l6^+J9{wnpzQQpq&Q%JL>B$wLC#i8gllOwIaUn%;PKD_yAHVT;TlWNn+p&Yq zqQT5Pm?`#-fP;^9cgQ!5x{&j>p(}qCVaJ)c*O9{_$G1Lwa|c@i_hJC9z88HCJLgW8 zgXPq1Yahfx9Hru&6z4?(MTPNJ=2_&=3;Vl*K{01-JiwkO(D$|m4`-^C%4|}Mj)6n{ zne*p(h3am1c}Az5rv)yib#iSV^u%BL|I;Nv2SoAmV7y?`dN`bvnieL{5Y&Y*2pG4$ zoVtB%|4XX-GYsXjXax_SwN-MoygJ1PQc%$|{v-!9Lgk-`CF;-gTS}rWe$>0@Y|)TI zu4}cDS^T>%zdnF|`k>UF{tn_-WFE=<@j@8IxEp zySA;)4o_vq5UTTa)(W`|0<*X@_rr9Tk0czO_cJd@d2T05vSoVOMhL_tH`s9%`Jh{%O{fBgb+%GGw@RHQpdMI!(~f zefnX4sxp218{FV<+0I^azsSGtOD$*PbwbXO8-MhE{psUpVb5G*+{O&XT!@b}JG}YU zC}O+v`HTgC^!r?k-ZYEvFN;h+YU)QEUt=S}LMOQJ3w7_RmOlUk6-5uU!Dh45U-Wqj zq0g28 z=*?EHCUJ-BzDF++t#P5v4L6^M+p$gI1_tesU={^;d2IPC5U7e{qvxv;U}5h_sBmUS z?k0Io%7W(3fH}BDT_b;7h3oo5 z!bNQliH>T>BVpbu`cBTBLiVp8Dd11uW<&N0De|yqjT7n5^J;86yX||5UBfN1;5PLj{qkY6Sm6H&-E$0V%>- zc1>QTulq@l3!RGary^p)FZikX1TiGHx7P8QWWZ^M@dqPXq$ zR{bR1dr|_{3HL})y_B%ad?H|k6uQA_X+{9mq$kOsY86vGWSr1!&`YA@P}#LfAyuQw z$3=ijy(f;vv#VdO?j}yPwrvD6y4GpsFa^ztizn&1Q{{@JGn{NOPQT)?^g!i)0QQvw%Yb#Po2$6b_sr-8h>z}fGZQ0p!D-j$3Q zTFv#QeId4%8mTlRr@B6Q;7%-`T_Wv~?E}4@Cl{j$RooL!WJ!?9NR)9;+SFNX2q)Z?&#W6z-^rL{r=C{zi3TCI*qq(hz;1V1`muG!FxO&MzS_-c zs!5s0q3igE!L08dEzY_7a!%r2keEXliCE7a1i=!mH z8zUT+N1e5$XN$`?=i1Wm%AX9-xO?X+e{zWwRf|36DE{EB&i0yjafL!k$h zLyHB4HXzl`%{L{1zXS3BKIUpl()+&eNfrwhyJuA#$t-T<^}-V7wbNIZ?`Tv09v1`$ z%^AJkMU5LO4OlZ|cXj|P4>_xUj$enCVrSl8R~$KV1AO?-e>*JW(NGWJke$4T=lI1~ zgy3m}%Ywv+Hv;)owen4Pj!&W}6L+tqzh@)|g8YOl~tvF=BOmjnz1(CQn<6cn`9S*Muo1?FF1F%`bmZWkF6G zkk&XF6n@D@2UFl2+&GNdmF=py7Ek4*K6KTpz&uR@IeoV*|C?;*HqHAuSlpF=WX(xw zW0O9@WT-01_c33Isq0@f`40=M!RKY(j%q562 zwUcXYjat}tGG=>vNQ1|5DGRN)Xasf#mnJ+kJc@Y8**~F^ThZj3gPG|&EWw@`@g5Q( z5wKHlNUn0*<}@WBrM;r}Jq+E4h38(t&bv%mq<_!;h$z=4{QVBuR;ZVbYwVeAWm^1-6E4NS}$r&zfjr%o@D|B(H<0JGoz zyj%1dIItIEsRZ~DU$)t-+}bED9Rbytwn_P-T9S zd=&Q5N+aT#g7}l|{_X!rcU$L5w)zYD{LdpYYbSK!nGC^ zk55Kk1`ztDksP{lAs0AoV}-@EBVHHOIWm;3GW?K|Z;M=j-$rYp@P?1n#VPw7(N?EH zTea7AW4I+%Z2|-4=)hrWgKwZv7TZ!eQU)XZwGS*` ztokw<=Zu~+{WQv=OB{V#kOStPpwaO9z{C_EIu85%o#Lk@XL2)wmN)7atL3lS%02d> zI2qv(A00`r&k(*&ATk3W?Ek{`#~%VJS~P;b_b_;fto|jS&Nsl@-x@fU=HLHPC{VQ~ z*ccCV`R;Cu!u%y(|0SNHHSKbXACb0!Syo%&HM#8yZCse2N zf2SpMin<^`Hj{bsdN3EfV#>J!Q;CUgKC@H-eIr{oBFgUE^`tFH10oxp_zmL4^rh@$*!&=n@JCbn zE#5C9`fq;*l6VS1z3|U#WJyPEHy`Vmi=8-OX#@(VY)sVzs(fxvQ+?zUV-H3Vi)i#>7NYg(A8XiT0BzU zURo+2zD0CIWSi9W#Y?2%S>f{5!J^YK(-0R8LlAJvzH>oIbkG9k;KAqBhS(+w9HyoisMQht8Td zo4#*<_=Vc=7=1GaFmty|{temIw$9UDU)hulkGxuidudz#{u;9hN^qK#e}IIeyn9)T zOKoKzqS?-FkgQ%ov@sRm7(38B?>~M5xpA#ZmHCUpT~UGB&Fzy}zS zzt0-(p4G|?NQfo1s%5-$*_w**Q~JzIg5&#Jq15+kJ(NPCrs{cIsDE_;(YmLKpPov# zDFMb>NgGMAI{x2-Z&bA{bK09?MiU3d=o0=_;YDrSae=$3!@EC9&b1#cI5^L4> zDW=gpl&C#caxc{V3~13<+)ml~_1Fc#9hCQ$p!hJ@6V}cqIhm`z?g~0n(3jl zzlEdx5SG~hA%oo_>wMFr{-{PbwZ?3F;2Uf!LU>k{I8ds00*N;`_HMFa>+AI6^m%Mm z{T_PFDsZsKRV-o$ZSE*E&PIF2k3H&v=HJ`pmUri6^6d-_m*)I=o>1naGA7Y7Fqs}A ze-5qzJW5MXFV|Z}$&hUbAe*Q3YP~YP+X|@kgXhGm1f;~9Th>zoxY72)d^<$*Oi&?d zJTlUyzt$#+cInZxi@P`l+PQHPr@xAHmHo-uJ_)&jSyXaeRH|2^yG%+QPfYoe)Ev5# z=zri~lk&@IK+w6f<4w0&-;NRjIyG0o^~m5dR>1~z3&&%BMCo6V2o!0Y7>3KI%*@6h zxW)h(pfKjv7J1J%2U-6K1jRrN#NeSJJ~L7=qViTBW=F3KEQc9H0e1U;bLUTmJBRVL z#cRGL;M{~DWjWW=f`x`x{qA8YlFFiM=Ux2&-ZAL4EEfSHp0243la{-#^t6;`yjkRhL z$Tzi8iQivHj2lT1DCA5a@e47IRjE zAJ&Lb%UnJRn}e1*#^=^ri*nC;U6;1&>}z?5C26m^3gT!LmP7pQ0Oqr;BXjFdFO-Nj zEtb5?_l+8@q^Y^o^`^6;YM6k}Mn}q^$%>UwBm#Kn*Gc&O9VgwJb&ePLuG@QeYW6Zt z`Et&{jg;EK-sE@l*=;rlflB@vBrVIi1igi>oG+s#kvfLlYQL6ADG7{l_|K|~)f z@I~1-DJM}=AW;^r-okzrQ%%ElG-{r0UM?)DamSh8p7jJ85$rpoE!gfJdM=iItL5FV zR-`{|2SHAKw3owPqhh%t7T1T#`uNks<%hT|NxiuqHEqA!ZVkj?DXD$VRPRGv%@OOW zgU%K3Mo|J#soLkiJDmRKX2jLIwzAzy7iHs3jOZb}!e3<+2>Ui3CiI`&)FpJ%d1xB_ z7{GAPADsUbB43l*+7E3PKC`i)r1$(+H?S$hnSGy-z^?i{#xHU`GO0^Ug@F7gs*Vja zX=CnI!^N7Z#6H?WLz~WM)cS<4BiKKjc~f5JTf`5sm98Zo*oK+7r7<6eb(ZjP$>c^r%dSkHx$z_ZK` zg=;_@?^p{YpqIxI^8cFn*NXR(A<(Gx(f81o1moUL5?FlBA6Ph}T|$Zxpm#}>3EzF$#6nNGC5d+HZ3 zkXa%%UHdEsMMQPXlw_W%7gz-*EE{a)CuT&7?KV&8vSdDlGN;PL1k8hg^?zuBY4wCCF>j*ctzqq-hD?+r&bbD0bIkH`xQ zL&vIbvwup?xV!9s3-t_5)X)q~zfc=Z*DN8YJ-xzCY86?GiEPyO-`I$Uuo})8T;Q)v zp1A+cCAO~*?o2nN?@+=qTz#jPx@hHXGhw0L)93%`)6Ra!TvfHq1cAB93a*VZDvsBz zZGJki`47ELKNQDdy=Xt}K$eokATN|eupz2d-&Xt27tngh-_7ypqhVqO2@sKbD9$Ro z03F*?Tr4aH!=67;1;0}HxJ#;)eywP}r@C9m42=7tsjyY{)ns|PuJ2VXCBs#J{)nkZ z7P?8k#=_@fEo*|+_>rzFaG5jKM`S219#{0_EM*m&Fzi&!{9Ec8EbDp8yI&nif1AuL6-l*E z5|uvnPrS0`^|G|JvS7-SHVkbLS#_nZ3@?8%E`Ls)Nm-QJ#rl}T(s zX_H{V@^(W752<6d9Pu})Mzd>OFGO4g`Lr0&tG#8S$4GUhCQdHqlpc?lE}2>N@|K$C zo3_djcZt{Tt7d?gGvN@*d#nSfj8&9y?=Lw?2%8QV5y-sU=(G;ky0Na#TON-utQ^yv z_Aaq9W;we3J{tmU^32?JFQ}s zDso>cQy~#F$nPQ5>B5kFX7_(9zEN|xts&CVWiI>9W?zH)C zC*2=qv)g};=U25K>IV8x<^-MuPB|32se-mG{B*l^v*^+ki{*U@7kuZfGPjaw*;1GG zOLaDAJ^^*w$FFqGrODRCyCs_2_r}k+68CJ)TAWp~#nhg4_GF|TI=~UXqQJ)jM-BV= zZojx(8>XDlH)oG~Ws}}k(~s(%TTE{BIBGPY1iiS$ z^Bt2*zunwjkbEd0TO_(ab)C}rohKe>rf2mDTg$ckKMs4XKF|2~nYiEw+EL+6a_CcF7RY6l zvvU&T%XpIT_63iOp|#|{ww1zO%W7{`u6ZT%K4k7a1N}q$`B&xpZO;wcb$#pkTS|*c zLhSWl_IrgsUlCH;hoCAJzxuK@Eh{oCf6i&U%Jot6t){Yjs_I;l>x=t^zAQ=QoMg1L z;NJfw>wf0>oJwmcy#M82ezMN)-se+_L%OWom##pfj#~#VUmu>hO4r7UNnc{_r|RX? zI_)p>N1V6)?1rKcq-~FI>9@-^TX pd.DataFrame: + """Download and filter the flat file to the national margin.""" + print(f"downloading {FLAT_URL}") + with urllib.request.urlopen(FLAT_URL, timeout=300) as resp: + payload = gzip.decompress(resp.read()) + frame = pd.read_csv(io.BytesIO(payload), low_memory=False) + mask = frame["year"] >= FIRST_YEAR + for column, value in MARGIN_FILTER.items(): + mask &= frame[column].astype(type(value)) == value + out = frame[mask].copy() + out["fo"] = out["firmsize_orig"].astype(str) + out["fd"] = out["firmsize"].astype(str) + return out + + +def compare(flat: pd.DataFrame, tool: pd.DataFrame, fo: str, fd: str): + """Percent deviation of the tool's EE from the flat file's.""" + a = flat[(flat.fo == fo) & (flat.fd == fd)][ + ["year", "quarter", "EE"] + ].rename(columns={"EE": "flat"}) + b = tool[(tool.fo == fo) & (tool.fd == fd)][ + ["year", "quarter", "EE"] + ].rename(columns={"EE": "tool"}) + merged = a.merge(b, on=["year", "quarter"]).dropna() + merged = merged[merged["flat"] > 0] + if merged.empty: + return None + merged["pct"] = (merged.tool - merged.flat) / merged.flat * 100 + return merged + + +def main() -> None: + tool = pd.read_csv(EXTRACT) + tool["fo"] = tool["firmsize_orig"].astype(str) + tool["fd"] = tool["firmsize"].astype(str) + flat = load_flat() + + rows = [("all-size EE margin", "0", "0")] + rows += [(f"dest margin size {c}", "0", c) for c in "12345"] + rows += [(f"orig margin size {c}", c, "0") for c in "12345"] + + print( + f"\n{'comparison':24s} {'n':>3} {'above':>8} " + f"{'min%':>7} {'max%':>7} {'mean%':>7}" + ) + lo: list[float] = [] + hi: list[float] = [] + headline = None + for label, fo, fd in rows: + merged = compare(flat, tool, fo, fd) + if merged is None: + continue + n = len(merged) + above = int((merged.pct > 0).sum()) + print( + f"{label:24s} {n:3d} {above:4d}/{n:<3d} " + f"{merged.pct.min():7.2f} {merged.pct.max():7.2f} " + f"{merged.pct.mean():7.2f}" + ) + if label.startswith("all-size"): + headline = (n, above) + else: + lo.append(merged.pct.min()) + hi.append(merged.pct.max()) + + if headline is None or not lo: + sys.exit("no comparable cells; the flat-file layout changed") + + n, above = headline + print( + f"\nall-size margin: tool above flat in {above}/{n} quarters" + f"\nper-size envelope: {min(lo):.2f}% to {max(hi):.2f}%" + ) + # A pure size-N exclusion would put the tool below the flat file + # in every quarter. State the refutation rather than leaving the + # reader to infer it from the table. + if above > n / 2: + print( + "\nThe tool's margin is above the flat file in a majority " + "of quarters, so the gap is not the flat file's extra " + "public-sector ('N') flows: that would bias the tool's " + "margin downward everywhere. Two-sided deviations of " + "this size are consistent with independent noise " + "infusion on the two tabulations." + ) + + +if __name__ == "__main__": + main() diff --git a/scripts/fetch_employer_firm_targets.py b/scripts/fetch_employer_firm_targets.py index d7d4eed2..ee0424b3 100644 --- a/scripts/fetch_employer_firm_targets.py +++ b/scripts/fetch_employer_firm_targets.py @@ -39,11 +39,15 @@ 2015Q1 on. Feeds gate E11's origin/destination size-ladder reference. The LEHD flat J2JOD files publish only the one-sided firm-size margins, so the full cross comes from the LED Extraction - Tool query API (``ledextract.ces.census.gov``), which serves the - current release (probed 2026-07-17: schema V4.14.0 = R2026Q1). - The full detail is released for 2015Q1-2016Q1 only; later - quarters are suppressed (status flag 11) and only the margins - remain published -- see the provenance note. + Tool query API (``ledextract.ces.census.gov``), which serves + whatever release is current and reports no release identifier of + its own (its schema version V4.14.0 is the *software* version and + is identical across R2026Q1 and R2026Q2, so it cannot pin the + release -- see the provenance note). The full detail is released + for 2015Q1-2016Q1 only; later quarters are suppressed (status + flag 11) and only the margins remain published. Because the tool + re-runs the query live, that only-ever detail window is archived + under ``data/external/raw/`` and is the builder's default input. Run from the repository root:: @@ -58,6 +62,7 @@ import gzip import hashlib +import io import json import tempfile import urllib.error @@ -184,16 +189,43 @@ "export_labels": False, } -#: sha256 of the CSV returned by the LED Extraction Tool for -#: LED_J2JOD_REQUEST on RETRIEVED_WAVE2 (release R2026Q1, schema -#: V4.14.0; the fetch was repeated and is byte-stable). The tool -#: serves the *current* release, so this pin breaks -- loudly, by -#: design -- when LEHD rotates to R2026Q2; re-pin deliberately and -#: update the provenance note. +#: The archived raw tool response. The LED Extraction Tool serves +#: only its *current* release and re-runs the query live, so the +#: 2015Q1-2016Q1 origin x destination detail window -- the only +#: window in which that cross is published at all (see the +#: detail-window note in the provenance file) -- would be +#: unrecoverable the day the tool stops serving it. The response is +#: therefore committed, and it is the default input: a fetch is a +#: *verification* path, not the only path to the data. +LED_J2JOD_ARCHIVE = OUT_DIR / "raw" / "led_j2jod_us_fsfs_2015on.csv.gz" + +#: sha256 of the archived response bytes, as served on 2026-07-23. LED_J2JOD_SHA256 = ( - "adbd16e2c23ee3a87a22c5f6520eca37b09f8036131d4147c081c89d" "6a5a867f" + "7afad9f408319c54e7e7d802b068723e346f49c840d4fe861e7e55d9" "528d3944" ) +#: sha256 of the response's *content*, canonicalised (columns sorted, +#: rows sorted by year/quarter/firmsize_orig/firmsize, fixed float +#: format) before hashing. +#: +#: This -- not the byte digest -- is the integrity pin, because the +#: byte digest is not a property of the data. The response first +#: pinned on this PR (``adbd16e2...``) stopped matching six days +#: later while every one of the 1,476 rows was unchanged, value for +#: value: the tool had merely reordered its measure columns +#: (``EE,AQHire,EES,AQHireS,J2J,J2JS`` where it previously emitted +#: ``EE,AQHire,J2J,EES,AQHireS,J2JS``). A pin that fires on cosmetic +#: reordering is worse than no pin: it trains the reader to re-pin +#: on sight, so the one failure that matters -- an actual revision -- +#: arrives looking exactly like the six false alarms before it. +#: Byte drift is now reported and tolerated; content drift raises. +LED_J2JOD_CONTENT_SHA256 = ( + "c52ec512bc3f478d6426efb7b03cccbe1edc952309214030ed53eb42" "f7a83354" +) + +#: Key columns defining canonical row order for the content digest. +LED_J2JOD_KEY = ["year", "quarter", "firmsize_orig", "firmsize"] + QWI_MEASURES = [ "Emp", "EmpEnd", @@ -239,14 +271,69 @@ def redirect_request(self, *args, **kwargs): return None -def fetch_led_j2jod(cache_dir: Path) -> Path: - """Fetch the J2JOD firm-size cross via the LED Extraction Tool. +def led_j2jod_content_digest(path: Path) -> str: + """Canonical content digest of a raw LED J2JOD response. + + Columns sorted, rows sorted by :data:`LED_J2JOD_KEY`, fixed float + format — so the digest is a property of the *data*, invariant to + the tool's column ordering (see :data:`LED_J2JOD_CONTENT_SHA256` + for why that distinction is load-bearing). + """ + frame = pd.read_csv(path, low_memory=False) + canonical = ( + frame[sorted(frame.columns)] + .sort_values(LED_J2JOD_KEY) + .reset_index(drop=True) + ) + buf = io.StringIO() + canonical.to_csv(buf, index=False, float_format="%.10g") + return hashlib.sha256(buf.getvalue().encode()).hexdigest() + + +def _verify_led_j2jod(path: Path) -> Path: + """Verify a raw response by content, reporting byte drift.""" + content = led_j2jod_content_digest(path) + if content != LED_J2JOD_CONTENT_SHA256: + raise RuntimeError( + f"LED J2JOD extract: content sha256 {content} != pinned " + f"{LED_J2JOD_CONTENT_SHA256}. Values changed, not just " + "the response layout — LEHD revises across releases, so " + "re-pin only after diffing the cells and updating the " + "provenance note with the new release." + ) + digest = hashlib.sha256(path.read_bytes()).hexdigest() + if digest != LED_J2JOD_SHA256: + print( + f"note: LED J2JOD response bytes changed ({digest[:12]} != " + f"{LED_J2JOD_SHA256[:12]}) but every value is unchanged; " + "the tool reordered columns. Not an error." + ) + return path + + +def fetch_led_j2jod(cache_dir: Path, *, live: bool = False) -> Path: + """Return the raw J2JOD firm-size cross, verified by content. + + Reads the committed archive (:data:`LED_J2JOD_ARCHIVE`) by + default: the tool serves only its current release, so the + 2015Q1-2016Q1 detail window it carries is not re-fetchable in + perpetuity and the archive is the durable copy. - POST the JSON query to ``/j2j/download``; the tool answers 303 - with the encoded query string, and ``/j2j/download.csv?`` - serves the extract. The result is cached and its sha256 verified - against the pinned digest (see :data:`LED_J2JOD_SHA256`). + With ``live=True``, re-queries the tool instead — POST the JSON + query to ``/j2j/download``; it answers 303 with the encoded query + string, and ``/j2j/download.csv?`` serves the extract — + and verifies the result against the same content digest. That is + the path that detects a genuine LEHD revision. """ + if not live: + if not LED_J2JOD_ARCHIVE.exists(): + raise FileNotFoundError( + f"Archived LED J2JOD response missing at " + f"{LED_J2JOD_ARCHIVE}; re-fetch with live=True only " + "if the tool still serves the detail window." + ) + return _verify_led_j2jod(LED_J2JOD_ARCHIVE) + path = cache_dir / "led_j2jod_us_fsfs_2015on.csv" if not path.exists(): print("querying the LED Extraction Tool (J2JOD firm-size cross)") @@ -278,15 +365,7 @@ def fetch_led_j2jod(cache_dir: Path) -> Path: with urllib.request.urlopen(csv_req, timeout=300) as resp: tmp.write_bytes(resp.read()) tmp.replace(path) - digest = hashlib.sha256(path.read_bytes()).hexdigest() - if digest != LED_J2JOD_SHA256: - raise RuntimeError( - f"LED J2JOD extract: sha256 {digest} != pinned " - f"{LED_J2JOD_SHA256}. The LED Extraction Tool serves the " - "current release; if LEHD rotated releases, re-pin " - "deliberately and update the provenance note." - ) - return path + return _verify_led_j2jod(path) def fetch(name: str, cache_dir: Path) -> Path: diff --git a/tests/test_firms_targets.py b/tests/test_firms_targets.py index b92ba081..d131e08a 100644 --- a/tests/test_firms_targets.py +++ b/tests/test_firms_targets.py @@ -10,6 +10,8 @@ from __future__ import annotations +from pathlib import Path + import numpy as np import pytest @@ -393,3 +395,99 @@ def test_lehd_labels_match_banding_intervals(qwi, j2j): assert label.startswith(f"{lo}+") or "500+" in label else: assert str(int(hi)) in label + + +# --------------------------------------------------------------- +# The archived LED response and the content-based integrity pin +# --------------------------------------------------------------- + + +def _fetch_module(): + """Import the fetch script (scripts/ is not an installed package).""" + import importlib.util + + path = ( + Path(__file__).resolve().parents[1] + / "scripts" + / "fetch_employer_firm_targets.py" + ) + spec = importlib.util.spec_from_file_location("_fetch_eft", path) + module = importlib.util.module_from_spec(spec) + spec.loader.exec_module(module) + return module + + +def test_led_j2jod_archive_is_committed(): + """The only-ever detail window must not depend on the live tool. + + The LED Extraction Tool re-runs the query against whatever + release is current, and the 2015Q1-2016Q1 origin x destination + detail is the only window in which this cross is published at + all. If the archive goes missing, that window is unrecoverable. + """ + fetch = _fetch_module() + assert fetch.LED_J2JOD_ARCHIVE.exists() + + +def test_led_j2jod_content_digest_matches_the_pin(): + fetch = _fetch_module() + digest = fetch.led_j2jod_content_digest(fetch.LED_J2JOD_ARCHIVE) + assert digest == fetch.LED_J2JOD_CONTENT_SHA256 + + +def test_content_digest_ignores_column_order_but_not_values(tmp_path): + """The property that makes the pin worth having. + + The byte digest originally pinned on this extract broke within + six days purely because the tool reordered its measure columns, + with all 1,476 values unchanged. A pin that fires on cosmetic + reordering trains the maintainer to re-pin on sight, so a real + revision arrives indistinguishable from the false alarms. + """ + import pandas as pd + + fetch = _fetch_module() + frame = pd.read_csv(fetch.LED_J2JOD_ARCHIVE, low_memory=False) + + shuffled = tmp_path / "shuffled.csv" + frame[list(reversed(frame.columns))].to_csv(shuffled, index=False) + assert ( + fetch.led_j2jod_content_digest(shuffled) + == fetch.LED_J2JOD_CONTENT_SHA256 + ) + + revised = tmp_path / "revised.csv" + bumped = frame.copy() + bumped.loc[bumped.index[0], "EE"] += 1 + bumped.to_csv(revised, index=False) + assert ( + fetch.led_j2jod_content_digest(revised) + != fetch.LED_J2JOD_CONTENT_SHA256 + ) + + +def test_committed_extract_rebuilds_from_the_archive(tmp_path): + """Byte-equality of the committed extract from the archived raw.""" + import pandas as pd + + fetch = _fetch_module() + raw = pd.read_csv(fetch.fetch_led_j2jod(tmp_path), low_memory=False) + keep = raw[raw["year"] >= fetch.LEHD_START_YEAR].copy() + id_cols = ["year", "quarter", "firmsize_orig", "firmsize"] + flag_cols = [f"s{m}" for m in fetch.J2JOD_MEASURES] + out = keep[id_cols + fetch.J2JOD_MEASURES + flag_cols].copy() + out.insert( + 4, "firmsize_orig_label", fetch._firmsize_label(out["firmsize_orig"]) + ) + out.insert(5, "firmsize_label", fetch._firmsize_label(out["firmsize"])) + out = out.sort_values(id_cols).reset_index(drop=True) + + rebuilt = tmp_path / "rebuilt.csv" + out.to_csv(rebuilt, index=False, float_format="%.10g") + committed = ( + Path(__file__).resolve().parents[1] + / "data" + / "external" + / "j2jod_us_firmsize_od_2015on.csv" + ) + assert rebuilt.read_text() == committed.read_text() From 79569848f32c1b2450486d74b6b3034bac8b1cec Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Thu, 23 Jul 2026 10:40:23 +0100 Subject: [PATCH 3/6] Recount tier manifest on current master (unit 740 -> 755) Co-Authored-By: Claude Opus 4.8 (1M context) --- tests/tier_counts.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tests/tier_counts.json b/tests/tier_counts.json index 19149b24..2cda1646 100644 --- a/tests/tier_counts.json +++ b/tests/tier_counts.json @@ -1,7 +1,7 @@ { "schema_version": 1, "counts": { - "unit": 740, + "unit": 755, "artifact": 1101, "integration_psid": 804, "reproduction_legacy": 520, From ac0caa26b4b5f3f591078e8c819c2b3035463b96 Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Thu, 23 Jul 2026 16:01:35 +0100 Subject: [PATCH 4/6] Fix the byte-drift check's input and the refuted docstring claim MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Two residuals from Daphne's re-review of the fix round: 1. `_verify_led_j2jod` hashed `path.read_bytes()` against `LED_J2JOD_SHA256`, but that pin is the *uncompressed* CSV's sha while the default path hands it the `.csv.gz`. Every archive-path run therefore printed the byte-drift note with a hardcoded "the tool reordered columns" diagnosis, regardless of cause — a permanently-lit channel nobody reads, which is how a real byte-only change would have gone unnoticed. The bytes are now decompressed before hashing (the note goes quiet on the default path, verified against the committed archive), and the canned diagnosis is replaced by what the code actually knows: the content pin has already passed, so the difference is layout-only and its cause is not determined here. 2. `build_j2jod_firmsize`'s docstring still carried the explanation the provenance fix removed — that the tool's margins sit below the flat-file `d_fs` margins because the latter include public-sector "N" flows. The measurement refutes it: the tool is *above* in 37/41 quarters, and a size-N exclusion could only bias it downward. The docstring now states the measured direction and points at the check script. Full suite: 3023 passed / 0 failed. Co-Authored-By: Claude Opus 4.8 (1M context) --- scripts/fetch_employer_firm_targets.py | 28 +++++++++++++++++++++----- 1 file changed, 23 insertions(+), 5 deletions(-) diff --git a/scripts/fetch_employer_firm_targets.py b/scripts/fetch_employer_firm_targets.py index ee0424b3..7973bd1f 100644 --- a/scripts/fetch_employer_firm_targets.py +++ b/scripts/fetch_employer_firm_targets.py @@ -301,12 +301,24 @@ def _verify_led_j2jod(path: Path) -> Path: "re-pin only after diffing the cells and updating the " "provenance note with the new release." ) - digest = hashlib.sha256(path.read_bytes()).hexdigest() + # LED_J2JOD_SHA256 pins the *uncompressed* response bytes, so the + # archive path must be decompressed before hashing. Hashing the + # .gz container against it made this note fire on every default + # run — a permanently-lit byte-drift channel is one nobody reads, + # which is exactly how a real byte-only change goes unnoticed. + raw = path.read_bytes() + if path.suffix == ".gz": + raw = gzip.decompress(raw) + digest = hashlib.sha256(raw).hexdigest() if digest != LED_J2JOD_SHA256: + # Cause unknown by construction: the content pin above has + # already passed, so the values are identical and the change + # is in the layout (column order, quoting, line endings, ...). + # Naming one cause here would be a guess. print( f"note: LED J2JOD response bytes changed ({digest[:12]} != " - f"{LED_J2JOD_SHA256[:12]}) but every value is unchanged; " - "the tool reordered columns. Not an error." + f"{LED_J2JOD_SHA256[:12]}) while every value is unchanged; " + "a layout-only difference. Not an error." ) return path @@ -562,8 +574,14 @@ def build_j2jod_firmsize(cache_dir: Path) -> None: status flag 10/12). Column subset and sort only, no re-aggregation. Suppressed cells (status flag 11) load as NaN. NOTE: the tool's margins are aggregates of the firm-size-coded - tabulation, so they sit slightly below the flat-file ``d_fs`` - margins, which include public-sector (firm size "N") flows. + tabulation and do **not** sit systematically below the flat-file + ``d_fs`` margins: checked across all 41 quarters the tool is + *above* in 37, deviating −1.00% to +2.02% (mean +0.75%). The + public-sector (firm size "N") explanation is refuted by that + direction — excluding size N could only bias the tool downward. + The gap is dominated by independent noise infusion applied to the + two tabulations; see the provenance note and + ``scripts/check_j2jod_margin_agreement.py``. """ raw = pd.read_csv(fetch_led_j2jod(cache_dir), low_memory=False) keep = raw[raw["year"] >= LEHD_START_YEAR].copy() From 3d0282d4e6622813c8683f01e1d8a76971317a67 Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Thu, 30 Jul 2026 13:36:48 +0200 Subject: [PATCH 5/6] Reclassify J2J target tests in tier manifest --- tests/README-tiers.md | 6 +++--- tests/tier_counts.json | 4 ++-- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/tests/README-tiers.md b/tests/README-tiers.md index c9f17d23..c47b2ea1 100644 --- a/tests/README-tiers.md +++ b/tests/README-tiers.md @@ -38,9 +38,9 @@ pytest --collect-only -q -m oracle_policyengine | tail -1 | Tier | Tests at HEAD | |---|---:| -| `unit` | 822 | -| `artifact` | 1,919 | +| `unit` | 803 | +| `artifact` | 1,953 | | `integration_psid` | 804 | | `reproduction_legacy` | 520 | | `oracle_policyengine` | 159 | -| **Total** | **4,224** | +| **Total** | **4,239** | diff --git a/tests/tier_counts.json b/tests/tier_counts.json index 92e35448..6814f4b6 100644 --- a/tests/tier_counts.json +++ b/tests/tier_counts.json @@ -1,8 +1,8 @@ { "schema_version": 1, "counts": { - "unit": 837, - "artifact": 1919, + "unit": 803, + "artifact": 1953, "integration_psid": 804, "reproduction_legacy": 520, "oracle_policyengine": 159 From f5070b4a5c0e5eeb20eb98cd1c33bae408793167 Mon Sep 17 00:00:00 2001 From: Vahid Ahmadi Date: Thu, 30 Jul 2026 13:42:30 +0200 Subject: [PATCH 6/6] Keep firm targets outside historical estimate identity --- scripts/first_estimates_birth_evidence.py | 1 + tests/estimates/test_birth_evidence_artifact.py | 1 + 2 files changed, 2 insertions(+) diff --git a/scripts/first_estimates_birth_evidence.py b/scripts/first_estimates_birth_evidence.py index a78b4128..38a007c5 100644 --- a/scripts/first_estimates_birth_evidence.py +++ b/scripts/first_estimates_birth_evidence.py @@ -134,6 +134,7 @@ ) POST_REVIEW_SOURCE_EXCLUSIONS = ( Path("src/populace_dynamics/artifacts.py"), + Path("src/populace_dynamics/firms/targets.py"), Path("src/populace_dynamics/estimates/anchor_context_coordinator.py"), Path("src/populace_dynamics/estimates/anchor_context_publication.py"), Path("src/populace_dynamics/estimates/anchor_context_registry.py"), diff --git a/tests/estimates/test_birth_evidence_artifact.py b/tests/estimates/test_birth_evidence_artifact.py index 10430ab8..89529a54 100644 --- a/tests/estimates/test_birth_evidence_artifact.py +++ b/tests/estimates/test_birth_evidence_artifact.py @@ -66,6 +66,7 @@ def test_reducer_input_identity_matches_reviewed_branch(): def test_context_report_sources_are_outside_historical_reducer_identity(): assert reducer.POST_REVIEW_SOURCE_EXCLUSIONS == ( Path("src/populace_dynamics/artifacts.py"), + Path("src/populace_dynamics/firms/targets.py"), Path("src/populace_dynamics/estimates/anchor_context_coordinator.py"), Path("src/populace_dynamics/estimates/anchor_context_publication.py"), Path("src/populace_dynamics/estimates/anchor_context_registry.py"),