From 4a7fee03962ca4b5c3c2372c7a291b3b70a9f045 Mon Sep 17 00:00:00 2001
From: Daphne Hansell <128793799+daphnehanse11@users.noreply.github.com>
Date: Wed, 18 Feb 2026 12:10:57 -0800
Subject: [PATCH 1/4] Add 2024 SLCSP premiums by rating area

Adds 2024-01-01 values to state_rating_area_cost.yaml for all 498
rating areas across 50 states + DC, scraped from the KFF 2024 subsidy
calculator using age-0 benchmark premiums.

Fixes #7429

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 changelog.yaml                                |   6 +
 .../gov/aca/state_rating_area_cost.yaml       | 500 ++++++++++++++++++
 2 files changed, 506 insertions(+)

diff --git a/changelog.yaml b/changelog.yaml
index 95bcc04ae21..57a5052470e 100644
--- a/changelog.yaml
+++ b/changelog.yaml
@@ -13192,3 +13192,9 @@
     changed:
     - Update California income tax parameters for 2025.
   date: 2026-02-18 18:07:53
+- bump: minor
+  changes:
+    added:
+    - Add 2024 SLCSP premiums by rating area for all states, scraped from the KFF
+      2024 subsidy calculator (age 0 benchmark).
+  date: 2026-02-18 18:30:00
diff --git a/policyengine_us/parameters/gov/aca/state_rating_area_cost.yaml b/policyengine_us/parameters/gov/aca/state_rating_area_cost.yaml
index dca7dc60f80..62645a1c39e 100644
--- a/policyengine_us/parameters/gov/aca/state_rating_area_cost.yaml
+++ b/policyengine_us/parameters/gov/aca/state_rating_area_cost.yaml
@@ -14,1552 +14,2052 @@ metadata:
   uprating: gov.aca.benchmark_premium_uprating
   propagate_metadata_to_children: true
   reference:
+    - title: 2024 Subsidy Calculator - KFF
+      href: https://www.kff.org/interactive/subsidy-calculator-2024/
     - title: 2026 Calculator - ACA Enhanced Premium Tax Credit - KFF
       href: https://www.kff.org/interactive/calculator-aca-enhanced-premium-tax-credit/
     - title: CMS Market Rating Reforms State Specific Age Curve Variations
       href: https://www.cms.gov/cciio/programs-and-initiatives/health-insurance-market-reforms/downloads/statespecagecrv053117.pdf
 AK:
   1:
+    2024-01-01: 514.00
     2025-01-01: 606.00
     2026-01-01: 613.00
   2:
+    2024-01-01: 601.00
     2025-01-01: 675.00
     2026-01-01: 631.00
   3:
+    2024-01-01: 527.00
     2025-01-01: 621.00
     2026-01-01: 600.00
 AL:
   1:
+    2024-01-01: 244.00
     2025-01-01: 255.00
     2026-01-01: 297.00
   2:
+    2024-01-01: 286.00
     2025-01-01: 263.00
     2026-01-01: 341.00
   3:
+    2024-01-01: 281.00
     2025-01-01: 273.00
     2026-01-01: 324.00
   4:
+    2024-01-01: 290.00
     2025-01-01: 270.00
     2026-01-01: 341.00
   5:
+    2024-01-01: 263.00
     2025-01-01: 262.00
     2026-01-01: 326.00
   6:
+    2024-01-01: 277.00
     2025-01-01: 246.00
     2026-01-01: 312.00
   7:
+    2024-01-01: 266.00
     2025-01-01: 277.00
     2026-01-01: 326.00
   8:
+    2024-01-01: 282.00
     2025-01-01: 264.00
     2026-01-01: 311.00
   9:
+    2024-01-01: 314.00
     2025-01-01: 294.00
     2026-01-01: 339.00
   10:
+    2024-01-01: 266.00
     2025-01-01: 249.00
     2026-01-01: 315.00
   11:
+    2024-01-01: 301.00
     2025-01-01: 277.00
     2026-01-01: 316.00
   12:
+    2024-01-01: 254.00
     2025-01-01: 252.00
     2026-01-01: 297.00
   13:
+    2024-01-01: 277.00
     2025-01-01: 256.00
     2026-01-01: 315.00
 AR:
   1:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   2:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   3:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   4:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   5:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   6:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
   7:
+    2024-01-01: 254.00
     2025-01-01: 274.00
     2026-01-01: 463.00
 AZ:
   1:
+    2024-01-01: 361.00
     2025-01-01: 369.00
     2026-01-01: 539.00
   2:
+    2024-01-01: 385.00
     2025-01-01: 407.00
     2026-01-01: 524.00
   3:
+    2024-01-01: 406.00
     2025-01-01: 370.00
     2026-01-01: 551.00
   4:
+    2024-01-01: 218.00
     2025-01-01: 222.00
     2026-01-01: 290.00
   5:
+    2024-01-01: 227.00
     2025-01-01: 228.00
     2026-01-01: 299.00
   6:
+    2024-01-01: 205.00
     2025-01-01: 219.00
     2026-01-01: 269.00
   7:
+    2024-01-01: 295.00
     2025-01-01: 294.00
     2026-01-01: 402.00
 CA:
   1:
+    2024-01-01: 429.00
     2025-01-01: 458.00
     2026-01-01: 501.00
   2:
+    2024-01-01: 330.00
     2025-01-01: 356.00
     2026-01-01: 386.00
   3:
+    2024-01-01: 314.00
     2025-01-01: 359.00
     2026-01-01: 382.00
   4:
+    2024-01-01: 364.00
     2025-01-01: 399.00
     2026-01-01: 436.00
   5:
+    2024-01-01: 375.00
     2025-01-01: 420.00
     2026-01-01: 468.00
   6:
+    2024-01-01: 348.00
     2025-01-01: 384.00
     2026-01-01: 435.00
   7:
+    2024-01-01: 317.00
     2025-01-01: 342.00
     2026-01-01: 390.00
   8:
+    2024-01-01: 419.00
     2025-01-01: 432.00
     2026-01-01: 472.00
   9:
+    2024-01-01: 370.00
     2025-01-01: 445.00
     2026-01-01: 532.00
   10:
+    2024-01-01: 298.00
     2025-01-01: 326.00
     2026-01-01: 372.00
   11:
+    2024-01-01: 261.00
     2025-01-01: 295.00
     2026-01-01: 335.00
   12:
+    2024-01-01: 329.00
     2025-01-01: 347.00
     2026-01-01: 377.00
   13:
+    2024-01-01: 275.00
     2025-01-01: 295.00
     2026-01-01: 348.00
   14:
+    2024-01-01: 272.00
     2025-01-01: 290.00
     2026-01-01: 335.00
   15:
+    2024-01-01: 224.00
     2025-01-01: 244.00
     2026-01-01: 277.00
   16:
+    2024-01-01: 261.00
     2025-01-01: 245.00
     2026-01-01: 312.00
   17:
+    2024-01-01: 233.00
     2025-01-01: 247.00
     2026-01-01: 278.00
   18:
+    2024-01-01: 256.00
     2025-01-01: 284.00
     2026-01-01: 312.00
   19:
+    2024-01-01: 236.00
     2025-01-01: 263.00
     2026-01-01: 293.00
 CO:
   1:
+    2024-01-01: 250.00
     2025-01-01: 245.00
     2026-01-01: 305.00
   2:
+    2024-01-01: 257.00
     2025-01-01: 272.00
     2026-01-01: 320.00
   3:
+    2024-01-01: 250.00
     2025-01-01: 262.00
     2026-01-01: 305.00
   4:
+    2024-01-01: 263.00
     2025-01-01: 270.00
     2026-01-01: 324.00
   5:
+    2024-01-01: 272.00
     2025-01-01: 271.00
     2026-01-01: 333.00
   6:
+    2024-01-01: 255.00
     2025-01-01: 270.00
     2026-01-01: 326.00
   7:
+    2024-01-01: 281.00
     2025-01-01: 270.00
     2026-01-01: 335.00
   8:
+    2024-01-01: 351.00
     2025-01-01: 324.00
     2026-01-01: 510.00
   9:
+    2024-01-01: 336.00
     2025-01-01: 311.00
     2026-01-01: 377.00
 CT:
   1:
+    2024-01-01: 425.00
     2025-01-01: 444.00
     2026-01-01: 558.00
   2:
+    2024-01-01: 362.00
     2025-01-01: 380.00
     2026-01-01: 477.00
   3:
+    2024-01-01: 391.00
     2025-01-01: 411.00
     2026-01-01: 516.00
   4:
+    2024-01-01: 391.00
     2025-01-01: 410.00
     2026-01-01: 515.00
   5:
+    2024-01-01: 391.00
     2025-01-01: 410.00
     2026-01-01: 515.00
   6:
+    2024-01-01: 391.00
     2025-01-01: 411.00
     2026-01-01: 516.00
   7:
+    2024-01-01: 391.00
     2025-01-01: 411.00
     2026-01-01: 516.00
   8:
+    2024-01-01: 391.00
     2025-01-01: 411.00
     2026-01-01: 516.00
 DC:
   1:
+    2024-01-01: 357.00
     2025-01-01: 388.00
     2026-01-01: 409.00
 DE:
   1:
+    2024-01-01: 319.00
     2025-01-01: 319.00
     2026-01-01: 414.00
 FL:
   1:
+    2024-01-01: 321.00
     2025-01-01: 338.00
     2026-01-01: 439.00
   2:
+    2024-01-01: 312.00
     2025-01-01: 337.00
     2026-01-01: 421.00
   3:
+    2024-01-01: 286.00
     2025-01-01: 304.00
     2026-01-01: 409.00
   4:
+    2024-01-01: 326.00
     2025-01-01: 333.00
     2026-01-01: 439.00
   5:
+    2024-01-01: 278.00
     2025-01-01: 278.00
     2026-01-01: 342.00
   6:
+    2024-01-01: 278.00
     2025-01-01: 297.00
     2026-01-01: 405.00
   7:
+    2024-01-01: 276.00
     2025-01-01: 288.00
     2026-01-01: 376.00
   8:
+    2024-01-01: 278.00
     2025-01-01: 320.00
     2026-01-01: 421.00
   9:
+    2024-01-01: 288.00
     2025-01-01: 313.00
     2026-01-01: 420.00
   10:
+    2024-01-01: 277.00
     2025-01-01: 309.00
     2026-01-01: 425.00
   11:
+    2024-01-01: 319.00
     2025-01-01: 332.00
     2026-01-01: 437.00
   12:
+    2024-01-01: 332.00
     2025-01-01: 363.00
     2026-01-01: 465.00
   13:
+    2024-01-01: 296.00
     2025-01-01: 312.00
     2026-01-01: 426.00
   14:
+    2024-01-01: 347.00
     2025-01-01: 367.00
     2026-01-01: 467.00
   15:
+    2024-01-01: 264.00
     2025-01-01: 284.00
     2026-01-01: 408.00
   16:
+    2024-01-01: 305.00
     2025-01-01: 308.00
     2026-01-01: 401.00
   17:
+    2024-01-01: 313.00
     2025-01-01: 320.00
     2026-01-01: 417.00
   18:
+    2024-01-01: 293.00
     2025-01-01: 296.00
     2026-01-01: 391.00
   19:
+    2024-01-01: 301.00
     2025-01-01: 319.00
     2026-01-01: 407.00
   20:
+    2024-01-01: 341.00
     2025-01-01: 352.00
     2026-01-01: 470.00
   21:
+    2024-01-01: 454.00
     2025-01-01: 445.00
     2026-01-01: 491.00
   23:
+    2024-01-01: 504.00
     2025-01-01: 526.00
     2026-01-01: 756.00
   24:
+    2024-01-01: 435.00
     2025-01-01: 450.00
     2026-01-01: 524.00
   25:
+    2024-01-01: 454.00
     2025-01-01: 357.00
     2026-01-01: 491.00
   26:
+    2024-01-01: 288.00
     2025-01-01: 304.00
     2026-01-01: 393.00
   27:
+    2024-01-01: 326.00
     2025-01-01: 311.00
     2026-01-01: 402.00
   28:
+    2024-01-01: 278.00
     2025-01-01: 293.00
     2026-01-01: 386.00
   29:
+    2024-01-01: 278.00
     2025-01-01: 297.00
     2026-01-01: 394.00
   30:
+    2024-01-01: 277.00
     2025-01-01: 292.00
     2026-01-01: 354.00
   31:
+    2024-01-01: 306.00
     2025-01-01: 355.00
     2026-01-01: 463.00
   32:
+    2024-01-01: 275.00
     2025-01-01: 272.00
     2026-01-01: 370.00
   33:
+    2024-01-01: 395.00
     2025-01-01: 427.00
     2026-01-01: 593.00
   34:
+    2024-01-01: 301.00
     2025-01-01: 305.00
     2026-01-01: 397.00
   35:
+    2024-01-01: 326.00
     2025-01-01: 334.00
     2026-01-01: 427.00
   36:
+    2024-01-01: 264.00
     2025-01-01: 273.00
     2026-01-01: 361.00
   37:
+    2024-01-01: 329.00
     2025-01-01: 347.00
     2026-01-01: 444.00
   38:
+    2024-01-01: 291.00
     2025-01-01: 289.00
     2026-01-01: 396.00
   39:
+    2024-01-01: 283.00
     2025-01-01: 282.00
     2026-01-01: 391.00
   40:
+    2024-01-01: 280.00
     2025-01-01: 305.00
     2026-01-01: 422.00
   41:
+    2024-01-01: 277.00
     2025-01-01: 293.00
     2026-01-01: 415.00
   42:
+    2024-01-01: 307.00
     2025-01-01: 332.00
     2026-01-01: 422.00
   43:
+    2024-01-01: 290.00
     2025-01-01: 308.00
     2026-01-01: 408.00
   44:
+    2024-01-01: 489.00
     2025-01-01: 543.00
     2026-01-01: 761.00
   45:
+    2024-01-01: 339.00
     2025-01-01: 360.00
     2026-01-01: 467.00
   46:
+    2024-01-01: 314.00
     2025-01-01: 328.00
     2026-01-01: 427.00
   47:
+    2024-01-01: 454.00
     2025-01-01: 350.00
     2026-01-01: 491.00
   48:
+    2024-01-01: 300.00
     2025-01-01: 313.00
     2026-01-01: 407.00
   49:
+    2024-01-01: 291.00
     2025-01-01: 298.00
     2026-01-01: 399.00
   50:
+    2024-01-01: 294.00
     2025-01-01: 316.00
     2026-01-01: 404.00
   51:
+    2024-01-01: 298.00
     2025-01-01: 303.00
     2026-01-01: 395.00
   52:
+    2024-01-01: 280.00
     2025-01-01: 298.00
     2026-01-01: 384.00
   53:
+    2024-01-01: 310.00
     2025-01-01: 306.00
     2026-01-01: 396.00
   54:
+    2024-01-01: 321.00
     2025-01-01: 349.00
     2026-01-01: 439.00
   55:
+    2024-01-01: 306.00
     2025-01-01: 331.00
     2026-01-01: 453.00
   56:
+    2024-01-01: 274.00
     2025-01-01: 294.00
     2026-01-01: 430.00
   57:
+    2024-01-01: 308.00
     2025-01-01: 317.00
     2026-01-01: 418.00
   58:
+    2024-01-01: 273.00
     2025-01-01: 326.00
     2026-01-01: 417.00
   59:
+    2024-01-01: 291.00
     2025-01-01: 339.00
     2026-01-01: 469.00
   60:
+    2024-01-01: 284.00
     2025-01-01: 302.00
     2026-01-01: 385.00
   61:
+    2024-01-01: 342.00
     2025-01-01: 361.00
     2026-01-01: 462.00
   62:
+    2024-01-01: 341.00
     2025-01-01: 357.00
     2026-01-01: 491.00
   63:
+    2024-01-01: 402.00
     2025-01-01: 430.00
     2026-01-01: 569.00
   64:
+    2024-01-01: 295.00
     2025-01-01: 299.00
     2026-01-01: 409.00
   65:
+    2024-01-01: 277.00
     2025-01-01: 290.00
     2026-01-01: 365.00
   66:
+    2024-01-01: 305.00
     2025-01-01: 317.00
     2026-01-01: 425.00
   67:
+    2024-01-01: 395.00
     2025-01-01: 386.00
     2026-01-01: 538.00
 GA:
   1:
+    2024-01-01: 257.00
     2025-01-01: 279.00
     2026-01-01: 351.00
   2:
+    2024-01-01: 289.00
     2025-01-01: 344.00
     2026-01-01: 424.00
   3:
+    2024-01-01: 285.00
     2025-01-01: 310.00
     2026-01-01: 377.00
   4:
+    2024-01-01: 274.00
     2025-01-01: 291.00
     2026-01-01: 370.00
   5:
+    2024-01-01: 281.00
     2025-01-01: 309.00
     2026-01-01: 396.00
   6:
+    2024-01-01: 224.00
     2025-01-01: 243.00
     2026-01-01: 326.00
   7:
+    2024-01-01: 271.00
     2025-01-01: 264.00
     2026-01-01: 373.00
   8:
+    2024-01-01: 283.00
     2025-01-01: 292.00
     2026-01-01: 389.00
   9:
+    2024-01-01: 273.00
     2025-01-01: 278.00
     2026-01-01: 368.00
   10:
+    2024-01-01: 247.00
     2025-01-01: 222.00
     2026-01-01: 318.00
   11:
+    2024-01-01: 236.00
     2025-01-01: 236.00
     2026-01-01: 292.00
   12:
+    2024-01-01: 248.00
     2025-01-01: 268.00
     2026-01-01: 353.00
   13:
+    2024-01-01: 246.00
     2025-01-01: 254.00
     2026-01-01: 310.00
   14:
+    2024-01-01: 273.00
     2025-01-01: 304.00
     2026-01-01: 396.00
   15:
+    2024-01-01: 227.00
     2025-01-01: 232.00
     2026-01-01: 301.00
   16:
+    2024-01-01: 252.00
     2025-01-01: 265.00
     2026-01-01: 368.00
 HI:
   1:
+    2024-01-01: 280.00
     2025-01-01: 295.00
     2026-01-01: 324.00
 IA:
   1:
+    2024-01-01: 262.00
     2025-01-01: 244.00
     2026-01-01: 277.00
   2:
+    2024-01-01: 250.00
     2025-01-01: 245.00
     2026-01-01: 275.00
   3:
+    2024-01-01: 281.00
     2025-01-01: 230.00
     2026-01-01: 299.00
   4:
+    2024-01-01: 300.00
     2025-01-01: 269.00
     2026-01-01: 337.00
   5:
+    2024-01-01: 267.00
     2025-01-01: 264.00
     2026-01-01: 310.00
   6:
+    2024-01-01: 263.00
     2025-01-01: 249.00
     2026-01-01: 286.00
   7:
+    2024-01-01: 291.00
     2025-01-01: 283.00
     2026-01-01: 290.00
 ID:
   1:
+    2024-01-01: 255.00
     2025-01-01: 268.00
     2026-01-01: 298.00
   2:
+    2024-01-01: 270.00
     2025-01-01: 282.00
     2026-01-01: 307.00
   3:
+    2024-01-01: 247.00
     2025-01-01: 257.00
     2026-01-01: 286.00
   4:
+    2024-01-01: 251.00
     2025-01-01: 265.00
     2026-01-01: 289.00
   5:
+    2024-01-01: 244.00
     2025-01-01: 259.00
     2026-01-01: 292.00
   6:
+    2024-01-01: 244.00
     2025-01-01: 259.00
     2026-01-01: 292.00
   7:
+    2024-01-01: 249.00
     2025-01-01: 248.00
     2026-01-01: 290.00
 IL:
   1:
+    2024-01-01: 239.00
     2025-01-01: 238.00
     2026-01-01: 302.00
   2:
+    2024-01-01: 237.00
     2025-01-01: 239.00
     2026-01-01: 352.00
   3:
+    2024-01-01: 249.00
     2025-01-01: 239.00
     2026-01-01: 325.00
   4:
+    2024-01-01: 231.00
     2025-01-01: 221.00
     2026-01-01: 306.00
   5:
+    2024-01-01: 334.00
     2025-01-01: 351.00
     2026-01-01: 533.00
   6:
+    2024-01-01: 388.00
     2025-01-01: 342.00
     2026-01-01: 503.00
   7:
+    2024-01-01: 374.00
     2025-01-01: 371.00
     2026-01-01: 542.00
   8:
+    2024-01-01: 416.00
     2025-01-01: 456.00
     2026-01-01: 665.00
   9:
+    2024-01-01: 439.00
     2025-01-01: 456.00
     2026-01-01: 746.00
   10:
+    2024-01-01: 356.00
     2025-01-01: 389.00
     2026-01-01: 558.00
   11:
+    2024-01-01: 341.00
     2025-01-01: 328.00
     2026-01-01: 486.00
   12:
+    2024-01-01: 274.00
     2025-01-01: 264.00
     2026-01-01: 378.00
   13:
+    2024-01-01: 500.00
     2025-01-01: 530.00
     2026-01-01: 789.00
 IN:
   1:
+    2024-01-01: 227.00
     2025-01-01: 223.00
     2026-01-01: 295.00
   2:
+    2024-01-01: 243.00
     2025-01-01: 225.00
     2026-01-01: 271.00
   3:
+    2024-01-01: 237.00
     2025-01-01: 250.00
     2026-01-01: 305.00
   4:
+    2024-01-01: 274.00
     2025-01-01: 252.00
     2026-01-01: 303.00
   5:
+    2024-01-01: 239.00
     2025-01-01: 226.00
     2026-01-01: 276.00
   6:
+    2024-01-01: 235.00
     2025-01-01: 230.00
     2026-01-01: 296.00
   7:
+    2024-01-01: 270.00
     2025-01-01: 224.00
     2026-01-01: 272.00
   8:
+    2024-01-01: 237.00
     2025-01-01: 225.00
     2026-01-01: 274.00
   9:
+    2024-01-01: 270.00
     2025-01-01: 248.00
     2026-01-01: 298.00
   10:
+    2024-01-01: 239.00
     2025-01-01: 231.00
     2026-01-01: 281.00
   11:
+    2024-01-01: 231.00
     2025-01-01: 227.00
     2026-01-01: 274.00
   12:
+    2024-01-01: 234.00
     2025-01-01: 216.00
     2026-01-01: 284.00
   13:
+    2024-01-01: 234.00
     2025-01-01: 235.00
     2026-01-01: 284.00
   14:
+    2024-01-01: 252.00
     2025-01-01: 228.00
     2026-01-01: 279.00
   15:
+    2024-01-01: 226.00
     2025-01-01: 218.00
     2026-01-01: 264.00
   16:
+    2024-01-01: 201.00
     2025-01-01: 184.00
     2026-01-01: 288.00
   17:
+    2024-01-01: 224.00
     2025-01-01: 228.00
     2026-01-01: 278.00
 KS:
   1:
+    2024-01-01: 274.00
     2025-01-01: 284.00
     2026-01-01: 347.00
   2:
+    2024-01-01: 284.00
     2025-01-01: 299.00
     2026-01-01: 417.00
   3:
+    2024-01-01: 307.00
     2025-01-01: 307.00
     2026-01-01: 412.00
   4:
+    2024-01-01: 329.00
     2025-01-01: 330.00
     2026-01-01: 447.00
   5:
+    2024-01-01: 412.00
     2025-01-01: 450.00
     2026-01-01: 537.00
   6:
+    2024-01-01: 277.00
     2025-01-01: 304.00
     2026-01-01: 417.00
   7:
+    2024-01-01: 340.00
     2025-01-01: 345.00
     2026-01-01: 430.00
 KY:
   1:
+    2024-01-01: 266.00
     2025-01-01: 285.00
     2026-01-01: 402.00
   2:
+    2024-01-01: 276.00
     2025-01-01: 263.00
     2026-01-01: 395.00
   3:
+    2024-01-01: 239.00
     2025-01-01: 249.00
     2026-01-01: 333.00
   4:
+    2024-01-01: 273.00
     2025-01-01: 282.00
     2026-01-01: 384.00
   5:
+    2024-01-01: 248.00
     2025-01-01: 254.00
     2026-01-01: 314.00
   6:
+    2024-01-01: 301.00
     2025-01-01: 292.00
     2026-01-01: 382.00
   7:
+    2024-01-01: 232.00
     2025-01-01: 240.00
     2026-01-01: 319.00
   8:
+    2024-01-01: 280.00
     2025-01-01: 291.00
     2026-01-01: 393.00
 LA:
   1:
+    2024-01-01: 300.00
     2025-01-01: 286.00
     2026-01-01: 348.00
   2:
+    2024-01-01: 381.00
     2025-01-01: 352.00
     2026-01-01: 440.00
   3:
+    2024-01-01: 377.00
     2025-01-01: 348.00
     2026-01-01: 437.00
   4:
+    2024-01-01: 325.00
     2025-01-01: 335.00
     2026-01-01: 403.00
   5:
+    2024-01-01: 311.00
     2025-01-01: 296.00
     2026-01-01: 366.00
   6:
+    2024-01-01: 415.00
     2025-01-01: 384.00
     2026-01-01: 479.00
   7:
+    2024-01-01: 386.00
     2025-01-01: 349.00
     2026-01-01: 437.00
   8:
+    2024-01-01: 302.00
     2025-01-01: 274.00
     2026-01-01: 324.00
 MA:
   1:
+    2024-01-01: 232.00
     2025-01-01: 244.00
     2026-01-01: 262.00
   2:
+    2024-01-01: 246.00
     2025-01-01: 249.00
     2026-01-01: 280.00
   3:
+    2024-01-01: 225.00
     2025-01-01: 237.00
     2026-01-01: 255.00
   4:
+    2024-01-01: 220.00
     2025-01-01: 241.00
     2026-01-01: 277.00
   5:
+    2024-01-01: 225.00
     2025-01-01: 241.00
     2026-01-01: 266.00
   6:
+    2024-01-01: 219.00
     2025-01-01: 234.00
     2026-01-01: 258.00
   7:
+    2024-01-01: 409.00
     2025-01-01: 437.00
     2026-01-01: 476.00
 MD:
   1:
+    2024-01-01: 207.00
     2025-01-01: 219.00
     2026-01-01: 248.00
   2:
+    2024-01-01: 207.00
     2025-01-01: 219.00
     2026-01-01: 248.00
   3:
+    2024-01-01: 207.00
     2025-01-01: 219.00
     2026-01-01: 248.00
   4:
+    2024-01-01: 207.00
     2025-01-01: 219.00
     2026-01-01: 248.00
 ME:
   1:
+    2024-01-01: 288.00
     2025-01-01: 312.00
     2026-01-01: 404.00
   2:
+    2024-01-01: 310.00
     2025-01-01: 333.00
     2026-01-01: 434.00
   3:
+    2024-01-01: 314.00
     2025-01-01: 341.00
     2026-01-01: 447.00
   4:
+    2024-01-01: 353.00
     2025-01-01: 332.00
     2026-01-01: 452.00
   5:
+    2024-01-01: 321.00
     2025-01-01: 355.00
     2026-01-01: 452.00
 MI:
   1:
+    2024-01-01: 193.00
     2025-01-01: 216.00
     2026-01-01: 304.00
   2:
+    2024-01-01: 197.00
     2025-01-01: 201.00
     2026-01-01: 302.00
   3:
+    2024-01-01: 240.00
     2025-01-01: 244.00
     2026-01-01: 259.00
   4:
+    2024-01-01: 201.00
     2025-01-01: 216.00
     2026-01-01: 293.00
   5:
+    2024-01-01: 191.00
     2025-01-01: 207.00
     2026-01-01: 232.00
   6:
+    2024-01-01: 261.00
     2025-01-01: 290.00
     2026-01-01: 386.00
   7:
+    2024-01-01: 239.00
     2025-01-01: 253.00
     2026-01-01: 268.00
   8:
+    2024-01-01: 256.00
     2025-01-01: 281.00
     2026-01-01: 379.00
   9:
+    2024-01-01: 263.00
     2025-01-01: 286.00
     2026-01-01: 305.00
   10:
+    2024-01-01: 251.00
     2025-01-01: 242.00
     2026-01-01: 284.00
   11:
+    2024-01-01: 256.00
     2025-01-01: 242.00
     2026-01-01: 284.00
   12:
+    2024-01-01: 225.00
     2025-01-01: 238.00
     2026-01-01: 282.00
   13:
+    2024-01-01: 256.00
     2025-01-01: 337.00
     2026-01-01: 379.00
   14:
+    2024-01-01: 254.00
     2025-01-01: 292.00
     2026-01-01: 354.00
   15:
+    2024-01-01: 270.00
     2025-01-01: 311.00
     2026-01-01: 393.00
   16:
+    2024-01-01: 415.00
     2025-01-01: 448.00
     2026-01-01: 545.00
 MN:
   1:
+    2024-01-01: 360.00
     2025-01-01: 358.00
     2026-01-01: 461.00
   2:
+    2024-01-01: 269.00
     2025-01-01: 315.00
     2026-01-01: 392.00
   3:
+    2024-01-01: 307.00
     2025-01-01: 339.00
     2026-01-01: 399.00
   4:
+    2024-01-01: 252.00
     2025-01-01: 298.00
     2026-01-01: 339.00
   5:
+    2024-01-01: 245.00
     2025-01-01: 297.00
     2026-01-01: 355.00
   6:
+    2024-01-01: 245.00
     2025-01-01: 262.00
     2026-01-01: 342.00
   7:
+    2024-01-01: 234.00
     2025-01-01: 252.00
     2026-01-01: 317.00
   8:
+    2024-01-01: 235.00
     2025-01-01: 258.00
     2026-01-01: 308.00
   9:
+    2024-01-01: 256.00
     2025-01-01: 279.00
     2026-01-01: 344.00
 MO:
   1:
+    2024-01-01: 351.00
     2025-01-01: 351.00
     2026-01-01: 455.00
   2:
+    2024-01-01: 368.00
     2025-01-01: 386.00
     2026-01-01: 467.00
   3:
+    2024-01-01: 288.00
     2025-01-01: 283.00
     2026-01-01: 342.00
   4:
+    2024-01-01: 343.00
     2025-01-01: 330.00
     2026-01-01: 410.00
   5:
+    2024-01-01: 374.00
     2025-01-01: 355.00
     2026-01-01: 428.00
   6:
+    2024-01-01: 259.00
     2025-01-01: 252.00
     2026-01-01: 313.00
   7:
+    2024-01-01: 314.00
     2025-01-01: 316.00
     2026-01-01: 390.00
   8:
+    2024-01-01: 317.00
     2025-01-01: 301.00
     2026-01-01: 375.00
   9:
+    2024-01-01: 329.00
     2025-01-01: 340.00
     2026-01-01: 401.00
   10:
+    2024-01-01: 363.00
     2025-01-01: 348.00
     2026-01-01: 447.00
 MS:
   1:
+    2024-01-01: 230.00
     2025-01-01: 242.00
     2026-01-01: 299.00
   2:
+    2024-01-01: 240.00
     2025-01-01: 240.00
     2026-01-01: 324.00
   3:
+    2024-01-01: 246.00
     2025-01-01: 241.00
     2026-01-01: 317.00
   4:
+    2024-01-01: 242.00
     2025-01-01: 247.00
     2026-01-01: 327.00
   5:
+    2024-01-01: 242.00
     2025-01-01: 244.00
     2026-01-01: 327.00
   6:
+    2024-01-01: 239.00
     2025-01-01: 238.00
     2026-01-01: 340.00
 MT:
   1:
+    2024-01-01: 247.00
     2025-01-01: 264.00
     2026-01-01: 336.00
   2:
+    2024-01-01: 331.00
     2025-01-01: 387.00
     2026-01-01: 453.00
   3:
+    2024-01-01: 300.00
     2025-01-01: 321.00
     2026-01-01: 402.00
   4:
+    2024-01-01: 317.00
     2025-01-01: 361.00
     2026-01-01: 429.00
 NC:
   1:
+    2024-01-01: 332.00
     2025-01-01: 332.00
     2026-01-01: 420.00
   2:
+    2024-01-01: 290.00
     2025-01-01: 287.00
     2026-01-01: 357.00
   3:
+    2024-01-01: 309.00
     2025-01-01: 319.00
     2026-01-01: 441.00
   4:
+    2024-01-01: 282.00
     2025-01-01: 290.00
     2026-01-01: 349.00
   5:
+    2024-01-01: 304.00
     2025-01-01: 309.00
     2026-01-01: 377.00
   6:
+    2024-01-01: 256.00
     2025-01-01: 257.00
     2026-01-01: 323.00
   7:
+    2024-01-01: 267.00
     2025-01-01: 263.00
     2026-01-01: 325.00
   8:
+    2024-01-01: 320.00
     2025-01-01: 324.00
     2026-01-01: 454.00
   9:
+    2024-01-01: 280.00
     2025-01-01: 287.00
     2026-01-01: 389.00
   10:
+    2024-01-01: 313.00
     2025-01-01: 314.00
     2026-01-01: 384.00
   11:
+    2024-01-01: 289.00
     2025-01-01: 296.00
     2026-01-01: 365.00
   12:
+    2024-01-01: 378.00
     2025-01-01: 387.00
     2026-01-01: 501.00
   13:
+    2024-01-01: 271.00
     2025-01-01: 287.00
     2026-01-01: 354.00
   14:
+    2024-01-01: 326.00
     2025-01-01: 383.00
     2026-01-01: 496.00
   15:
+    2024-01-01: 320.00
     2025-01-01: 331.00
     2026-01-01: 411.00
   16:
+    2024-01-01: 381.00
     2025-01-01: 390.00
     2026-01-01: 506.00
 ND:
   1:
+    2024-01-01: 261.00
     2025-01-01: 296.00
     2026-01-01: 273.00
   2:
+    2024-01-01: 253.00
     2025-01-01: 269.00
     2026-01-01: 278.00
   3:
+    2024-01-01: 296.00
     2025-01-01: 315.00
     2026-01-01: 361.00
   4:
+    2024-01-01: 301.00
     2025-01-01: 351.00
     2026-01-01: 376.00
 NE:
   1:
+    2024-01-01: 323.00
     2025-01-01: 351.00
     2026-01-01: 415.00
   2:
+    2024-01-01: 323.00
     2025-01-01: 351.00
     2026-01-01: 415.00
   3:
+    2024-01-01: 347.00
     2025-01-01: 368.00
     2026-01-01: 453.00
   4:
+    2024-01-01: 406.00
     2025-01-01: 422.00
     2026-01-01: 495.00
 NH:
   1:
+    2024-01-01: 201.00
     2025-01-01: 196.00
     2026-01-01: 263.00
 NJ:
   1:
+    2024-01-01: 275.00
     2025-01-01: 292.00
     2026-01-01: 326.00
 NM:
   1:
+    2024-01-01: 252.00
     2025-01-01: 269.00
     2026-01-01: 314.00
   2:
+    2024-01-01: 307.00
     2025-01-01: 329.00
     2026-01-01: 426.00
   3:
+    2024-01-01: 281.00
     2025-01-01: 312.00
     2026-01-01: 412.00
   4:
+    2024-01-01: 294.00
     2025-01-01: 337.00
     2026-01-01: 399.00
   5:
+    2024-01-01: 324.00
     2025-01-01: 357.00
     2026-01-01: 439.00
 NV:
   1:
+    2024-01-01: 214.00
     2025-01-01: 228.00
     2026-01-01: 281.00
   2:
+    2024-01-01: 258.00
     2025-01-01: 287.00
     2026-01-01: 308.00
   3:
+    2024-01-01: 329.00
     2025-01-01: 341.00
     2026-01-01: 395.00
   4:
+    2024-01-01: 373.00
     2025-01-01: 399.00
     2026-01-01: 497.00
 NY:
   1:
+    2024-01-01: 593.00
     2025-01-01: 661.00
     2026-01-01: 680.00
   2:
+    2024-01-01: 512.00
     2025-01-01: 560.00
     2026-01-01: 581.00
   3:
+    2024-01-01: 744.00
     2025-01-01: 760.00
     2026-01-01: 802.00
   4:
+    2024-01-01: 804.00
     2025-01-01: 880.00
     2026-01-01: 867.00
   5:
+    2024-01-01: 600.00
     2025-01-01: 690.00
     2026-01-01: 729.00
   6:
+    2024-01-01: 589.00
     2025-01-01: 644.00
     2026-01-01: 681.00
   7:
+    2024-01-01: 771.00
     2025-01-01: 654.00
     2026-01-01: 703.00
   8:
+    2024-01-01: 775.00
     2025-01-01: 778.00
     2026-01-01: 854.00
 OH:
   1:
+    2024-01-01: 267.00
     2025-01-01: 266.00
     2026-01-01: 308.00
   2:
+    2024-01-01: 274.00
     2025-01-01: 267.00
     2026-01-01: 322.00
   3:
+    2024-01-01: 267.00
     2025-01-01: 286.00
     2026-01-01: 315.00
   4:
+    2024-01-01: 254.00
     2025-01-01: 246.00
     2026-01-01: 289.00
   5:
+    2024-01-01: 261.00
     2025-01-01: 250.00
     2026-01-01: 297.00
   6:
+    2024-01-01: 275.00
     2025-01-01: 248.00
     2026-01-01: 297.00
   7:
+    2024-01-01: 309.00
     2025-01-01: 307.00
     2026-01-01: 354.00
   8:
+    2024-01-01: 309.00
     2025-01-01: 281.00
     2026-01-01: 328.00
   9:
+    2024-01-01: 285.00
     2025-01-01: 301.00
     2026-01-01: 316.00
   10:
+    2024-01-01: 293.00
     2025-01-01: 261.00
     2026-01-01: 322.00
   11:
+    2024-01-01: 239.00
     2025-01-01: 243.00
     2026-01-01: 293.00
   12:
+    2024-01-01: 265.00
     2025-01-01: 251.00
     2026-01-01: 322.00
   13:
+    2024-01-01: 269.00
     2025-01-01: 248.00
     2026-01-01: 303.00
   14:
+    2024-01-01: 271.00
     2025-01-01: 282.00
     2026-01-01: 323.00
   15:
+    2024-01-01: 257.00
     2025-01-01: 259.00
     2026-01-01: 301.00
   16:
+    2024-01-01: 281.00
     2025-01-01: 276.00
     2026-01-01: 313.00
   17:
+    2024-01-01: 306.00
     2025-01-01: 324.00
     2026-01-01: 362.00
 OK:
   1:
+    2024-01-01: 335.00
     2025-01-01: 341.00
     2026-01-01: 404.00
   2:
+    2024-01-01: 321.00
     2025-01-01: 329.00
     2026-01-01: 393.00
   3:
+    2024-01-01: 288.00
     2025-01-01: 268.00
     2026-01-01: 336.00
   4:
+    2024-01-01: 297.00
     2025-01-01: 278.00
     2026-01-01: 338.00
   5:
+    2024-01-01: 356.00
     2025-01-01: 371.00
     2026-01-01: 465.00
 OR:
   1:
+    2024-01-01: 222.00
     2025-01-01: 232.00
     2026-01-01: 253.00
   2:
+    2024-01-01: 254.00
     2025-01-01: 261.00
     2026-01-01: 279.00
   3:
+    2024-01-01: 240.00
     2025-01-01: 250.00
     2026-01-01: 266.00
   4:
+    2024-01-01: 256.00
     2025-01-01: 272.00
     2026-01-01: 276.00
   5:
+    2024-01-01: 269.00
     2025-01-01: 296.00
     2026-01-01: 309.00
   6:
+    2024-01-01: 294.00
     2025-01-01: 309.00
     2026-01-01: 311.00
   7:
+    2024-01-01: 293.00
     2025-01-01: 288.00
     2026-01-01: 300.00
 PA:
   1:
+    2024-01-01: 226.00
     2025-01-01: 244.00
     2026-01-01: 292.00
   2:
+    2024-01-01: 393.00
     2025-01-01: 413.00
     2026-01-01: 497.00
   3:
+    2024-01-01: 245.00
     2025-01-01: 291.00
     2026-01-01: 417.00
   4:
+    2024-01-01: 239.00
     2025-01-01: 232.00
     2026-01-01: 304.00
   5:
+    2024-01-01: 247.00
     2025-01-01: 256.00
     2026-01-01: 318.00
   6:
+    2024-01-01: 312.00
     2025-01-01: 324.00
     2026-01-01: 326.00
   7:
+    2024-01-01: 279.00
     2025-01-01: 276.00
     2026-01-01: 355.00
   8:
+    2024-01-01: 218.00
     2025-01-01: 218.00
     2026-01-01: 305.00
   9:
+    2024-01-01: 458.00
     2025-01-01: 510.00
     2026-01-01: 597.00
 RI:
   1:
+    2024-01-01: 239.00
     2025-01-01: 254.00
     2026-01-01: 303.00
 SC:
   1:
+    2024-01-01: 252.00
     2025-01-01: 243.00
     2026-01-01: 273.00
   2:
+    2024-01-01: 272.00
     2025-01-01: 266.00
     2026-01-01: 318.00
   3:
+    2024-01-01: 286.00
     2025-01-01: 265.00
     2026-01-01: 332.00
   4:
+    2024-01-01: 309.00
     2025-01-01: 312.00
     2026-01-01: 397.00
   5:
+    2024-01-01: 265.00
     2025-01-01: 265.00
     2026-01-01: 298.00
   6:
+    2024-01-01: 286.00
     2025-01-01: 268.00
     2026-01-01: 332.00
   7:
+    2024-01-01: 311.00
     2025-01-01: 292.00
     2026-01-01: 346.00
   8:
+    2024-01-01: 286.00
     2025-01-01: 276.00
     2026-01-01: 331.00
   10:
+    2024-01-01: 247.00
     2025-01-01: 239.00
     2026-01-01: 303.00
   11:
+    2024-01-01: 337.00
     2025-01-01: 351.00
     2026-01-01: 385.00
   12:
+    2024-01-01: 319.00
     2025-01-01: 296.00
     2026-01-01: 353.00
   13:
+    2024-01-01: 294.00
     2025-01-01: 294.00
     2026-01-01: 334.00
   14:
+    2024-01-01: 294.00
     2025-01-01: 281.00
     2026-01-01: 349.00
   15:
+    2024-01-01: 286.00
     2025-01-01: 276.00
     2026-01-01: 340.00
   16:
+    2024-01-01: 294.00
     2025-01-01: 286.00
     2026-01-01: 317.00
   17:
+    2024-01-01: 294.00
     2025-01-01: 289.00
     2026-01-01: 331.00
   18:
+    2024-01-01: 286.00
     2025-01-01: 274.00
     2026-01-01: 331.00
   20:
+    2024-01-01: 278.00
     2025-01-01: 286.00
     2026-01-01: 317.00
   21:
+    2024-01-01: 294.00
     2025-01-01: 289.00
     2026-01-01: 325.00
   22:
+    2024-01-01: 257.00
     2025-01-01: 246.00
     2026-01-01: 298.00
   23:
+    2024-01-01: 309.00
     2025-01-01: 293.00
     2026-01-01: 353.00
   24:
+    2024-01-01: 252.00
     2025-01-01: 243.00
     2026-01-01: 273.00
   25:
+    2024-01-01: 305.00
     2025-01-01: 265.00
     2026-01-01: 333.00
   26:
+    2024-01-01: 257.00
     2025-01-01: 247.00
     2026-01-01: 297.00
   27:
+    2024-01-01: 311.00
     2025-01-01: 287.00
     2026-01-01: 346.00
   28:
+    2024-01-01: 278.00
     2025-01-01: 281.00
     2026-01-01: 310.00
   29:
+    2024-01-01: 312.00
     2025-01-01: 294.00
     2026-01-01: 360.00
   30:
+    2024-01-01: 309.00
     2025-01-01: 273.00
     2026-01-01: 348.00
   31:
+    2024-01-01: 294.00
     2025-01-01: 284.00
     2026-01-01: 317.00
   32:
+    2024-01-01: 327.00
     2025-01-01: 313.00
     2026-01-01: 354.00
   33:
+    2024-01-01: 252.00
     2025-01-01: 239.00
     2026-01-01: 298.00
   34:
+    2024-01-01: 294.00
     2025-01-01: 278.00
     2026-01-01: 326.00
   35:
+    2024-01-01: 294.00
     2025-01-01: 296.00
     2026-01-01: 350.00
   36:
+    2024-01-01: 278.00
     2025-01-01: 289.00
     2026-01-01: 327.00
   37:
+    2024-01-01: 309.00
     2025-01-01: 278.00
     2026-01-01: 329.00
   38:
+    2024-01-01: 265.00
     2025-01-01: 267.00
     2026-01-01: 316.00
   39:
+    2024-01-01: 309.00
     2025-01-01: 297.00
     2026-01-01: 349.00
   40:
+    2024-01-01: 314.00
     2025-01-01: 287.00
     2026-01-01: 341.00
   41:
+    2024-01-01: 278.00
     2025-01-01: 287.00
     2026-01-01: 338.00
   42:
+    2024-01-01: 337.00
     2025-01-01: 316.00
     2026-01-01: 384.00
   43:
+    2024-01-01: 278.00
     2025-01-01: 268.00
     2026-01-01: 321.00
   44:
+    2024-01-01: 337.00
     2025-01-01: 338.00
     2026-01-01: 385.00
   45:
+    2024-01-01: 294.00
     2025-01-01: 278.00
     2026-01-01: 308.00
   46:
+    2024-01-01: 326.00
     2025-01-01: 305.00
     2026-01-01: 367.00
 SD:
   1:
+    2024-01-01: 380.00
     2025-01-01: 383.00
     2026-01-01: 423.00
   2:
+    2024-01-01: 252.00
     2025-01-01: 282.00
     2026-01-01: 339.00
   3:
+    2024-01-01: 390.00
     2025-01-01: 386.00
     2026-01-01: 424.00
   4:
+    2024-01-01: 380.00
     2025-01-01: 383.00
     2026-01-01: 423.00
 TN:
   1:
+    2024-01-01: 300.00
     2025-01-01: 305.00
     2026-01-01: 415.00
   2:
+    2024-01-01: 280.00
     2025-01-01: 281.00
     2026-01-01: 400.00
   3:
+    2024-01-01: 293.00
     2025-01-01: 301.00
     2026-01-01: 418.00
   4:
+    2024-01-01: 308.00
     2025-01-01: 329.00
     2026-01-01: 450.00
   5:
+    2024-01-01: 316.00
     2025-01-01: 301.00
     2026-01-01: 429.00
   6:
+    2024-01-01: 277.00
     2025-01-01: 289.00
     2026-01-01: 387.00
   7:
+    2024-01-01: 343.00
     2025-01-01: 337.00
     2026-01-01: 475.00
   8:
+    2024-01-01: 336.00
     2025-01-01: 348.00
     2026-01-01: 467.00
 TX:
   1:
+    2024-01-01: 379.00
     2025-01-01: 369.00
     2026-01-01: 535.00
   2:
+    2024-01-01: 316.00
     2025-01-01: 314.00
     2026-01-01: 461.00
   3:
+    2024-01-01: 300.00
     2025-01-01: 318.00
     2026-01-01: 374.00
   4:
+    2024-01-01: 294.00
     2025-01-01: 322.00
     2026-01-01: 374.00
   5:
+    2024-01-01: 271.00
     2025-01-01: 279.00
     2026-01-01: 425.00
   6:
+    2024-01-01: 316.00
     2025-01-01: 308.00
     2026-01-01: 418.00
   7:
+    2024-01-01: 321.00
     2025-01-01: 329.00
     2026-01-01: 393.00
   8:
+    2024-01-01: 267.00
     2025-01-01: 287.00
     2026-01-01: 414.00
   9:
+    2024-01-01: 313.00
     2025-01-01: 328.00
     2026-01-01: 449.00
   10:
+    2024-01-01: 288.00
     2025-01-01: 308.00
     2026-01-01: 408.00
   11:
+    2024-01-01: 310.00
     2025-01-01: 320.00
     2026-01-01: 437.00
   12:
+    2024-01-01: 361.00
     2025-01-01: 313.00
     2026-01-01: 536.00
   13:
+    2024-01-01: 283.00
     2025-01-01: 279.00
     2026-01-01: 376.00
   14:
+    2024-01-01: 345.00
     2025-01-01: 344.00
     2026-01-01: 467.00
   15:
+    2024-01-01: 264.00
     2025-01-01: 275.00
     2026-01-01: 388.00
   16:
+    2024-01-01: 278.00
     2025-01-01: 267.00
     2026-01-01: 417.00
   17:
+    2024-01-01: 388.00
     2025-01-01: 364.00
     2026-01-01: 551.00
   18:
+    2024-01-01: 282.00
     2025-01-01: 305.00
     2026-01-01: 381.00
   19:
+    2024-01-01: 355.00
     2025-01-01: 341.00
     2026-01-01: 440.00
   20:
+    2024-01-01: 254.00
     2025-01-01: 348.00
     2026-01-01: 463.00
   21:
+    2024-01-01: 314.00
     2025-01-01: 309.00
     2026-01-01: 391.00
   22:
+    2024-01-01: 339.00
     2025-01-01: 326.00
     2026-01-01: 471.00
   23:
+    2024-01-01: 307.00
     2025-01-01: 289.00
     2026-01-01: 431.00
   24:
+    2024-01-01: 345.00
     2025-01-01: 435.00
     2026-01-01: 428.00
   25:
+    2024-01-01: 296.00
     2025-01-01: 304.00
     2026-01-01: 412.00
   26:
+    2024-01-01: 324.00
     2025-01-01: 303.00
     2026-01-01: 426.00
   27:
+    2024-01-01: 316.00
     2025-01-01: 325.00
     2026-01-01: 418.00
 UT:
   1:
+    2024-01-01: 322.00
     2025-01-01: 344.00
     2026-01-01: 467.00
   2:
+    2024-01-01: 258.00
     2025-01-01: 281.00
     2026-01-01: 323.00
   3:
+    2024-01-01: 246.00
     2025-01-01: 268.00
     2026-01-01: 308.00
   4:
+    2024-01-01: 260.00
     2025-01-01: 278.00
     2026-01-01: 317.00
   5:
+    2024-01-01: 352.00
     2025-01-01: 371.00
     2026-01-01: 485.00
   6:
+    2024-01-01: 390.00
     2025-01-01: 468.00
     2026-01-01: 544.00
 VA:
   1:
+    2024-01-01: 244.00
     2025-01-01: 236.00
     2026-01-01: 293.00
   2:
+    2024-01-01: 218.00
     2025-01-01: 236.00
     2026-01-01: 296.00
   3:
+    2024-01-01: 237.00
     2025-01-01: 236.00
     2026-01-01: 293.00
   4:
+    2024-01-01: 244.00
     2025-01-01: 236.00
     2026-01-01: 293.00
   5:
+    2024-01-01: 232.00
     2025-01-01: 236.00
     2026-01-01: 291.00
   6:
+    2024-01-01: 244.00
     2025-01-01: 236.00
     2026-01-01: 273.00
   7:
+    2024-01-01: 217.00
     2025-01-01: 225.00
     2026-01-01: 261.00
   8:
+    2024-01-01: 225.00
     2025-01-01: 236.00
     2026-01-01: 293.00
   9:
+    2024-01-01: 227.00
     2025-01-01: 221.00
     2026-01-01: 266.00
   10:
+    2024-01-01: 213.00
     2025-01-01: 213.00
     2026-01-01: 267.00
   11:
+    2024-01-01: 238.00
     2025-01-01: 236.00
     2026-01-01: 293.00
   12:
+    2024-01-01: 236.00
     2025-01-01: 236.00
     2026-01-01: 293.00
 VT:
   1:
+    2024-01-01: 950.00
     2025-01-01: 1277.00
     2026-01-01: 1299.00
 WA:
   1:
+    2024-01-01: 239.00
     2025-01-01: 257.00
     2026-01-01: 357.00
   2:
+    2024-01-01: 321.00
     2025-01-01: 265.00
     2026-01-01: 418.00
   3:
+    2024-01-01: 213.00
     2025-01-01: 280.00
     2026-01-01: 409.00
   4:
+    2024-01-01: 230.00
     2025-01-01: 245.00
     2026-01-01: 345.00
   5:
+    2024-01-01: 260.00
     2025-01-01: 245.00
     2026-01-01: 358.00
 WI:
   1:
+    2024-01-01: 241.00
     2025-01-01: 275.00
     2026-01-01: 396.00
   2:
+    2024-01-01: 258.00
     2025-01-01: 258.00
     2026-01-01: 328.00
   3:
+    2024-01-01: 313.00
     2025-01-01: 325.00
     2026-01-01: 373.00
   4:
+    2024-01-01: 376.00
     2025-01-01: 396.00
     2026-01-01: 447.00
   5:
+    2024-01-01: 365.00
     2025-01-01: 382.00
     2026-01-01: 465.00
   6:
+    2024-01-01: 358.00
     2025-01-01: 347.00
     2026-01-01: 380.00
   7:
+    2024-01-01: 309.00
     2025-01-01: 338.00
     2026-01-01: 394.00
   8:
+    2024-01-01: 374.00
     2025-01-01: 370.00
     2026-01-01: 411.00
   9:
+    2024-01-01: 267.00
     2025-01-01: 276.00
     2026-01-01: 377.00
   10:
+    2024-01-01: 318.00
     2025-01-01: 321.00
     2026-01-01: 378.00
   11:
+    2024-01-01: 259.00
     2025-01-01: 262.00
     2026-01-01: 325.00
   12:
+    2024-01-01: 262.00
     2025-01-01: 267.00
     2026-01-01: 344.00
   13:
+    2024-01-01: 348.00
     2025-01-01: 365.00
     2026-01-01: 420.00
   14:
+    2024-01-01: 267.00
     2025-01-01: 277.00
     2026-01-01: 327.00
   15:
+    2024-01-01: 301.00
     2025-01-01: 299.00
     2026-01-01: 351.00
   16:
+    2024-01-01: 275.00
     2025-01-01: 285.00
     2026-01-01: 324.00
 WV:
   1:
+    2024-01-01: 510.00
     2025-01-01: 561.00
     2026-01-01: 655.00
   2:
+    2024-01-01: 539.00
     2025-01-01: 561.00
     2026-01-01: 655.00
   3:
+    2024-01-01: 539.00
     2025-01-01: 561.00
     2026-01-01: 655.00
   4:
+    2024-01-01: 485.00
     2025-01-01: 561.00
     2026-01-01: 655.00
   5:
+    2024-01-01: 578.00
     2025-01-01: 602.00
     2026-01-01: 703.00
   6:
+    2024-01-01: 465.00
     2025-01-01: 484.00
     2026-01-01: 565.00
   7:
+    2024-01-01: 450.00
     2025-01-01: 484.00
     2026-01-01: 565.00
   8:
+    2024-01-01: 498.00
     2025-01-01: 546.00
     2026-01-01: 637.00
   9:
+    2024-01-01: 524.00
     2025-01-01: 546.00
     2026-01-01: 637.00
   10:
+    2024-01-01: 515.00
     2025-01-01: 594.00
     2026-01-01: 692.00
   11:
+    2024-01-01: 455.00
     2025-01-01: 532.00
     2026-01-01: 620.00
 WY:
   1:
+    2024-01-01: 484.00
     2025-01-01: 513.00
     2026-01-01: 642.00
   2:
+    2024-01-01: 463.00
     2025-01-01: 491.00
     2026-01-01: 615.00
   3:
+    2024-01-01: 497.00
     2025-01-01: 528.00
     2026-01-01: 661.00

From 2b6f58c55ed09aef4e30600d480d3230eef1cdcb Mon Sep 17 00:00:00 2001
From: Daphne Hansell <128793799+daphnehanse11@users.noreply.github.com>
Date: Wed, 18 Feb 2026 12:15:57 -0800
Subject: [PATCH 2/4] Fix changelog: use changelog_entry.yaml instead of direct
 edit

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 changelog.yaml       | 6 ------
 changelog_entry.yaml | 5 +++++
 2 files changed, 5 insertions(+), 6 deletions(-)

diff --git a/changelog.yaml b/changelog.yaml
index 57a5052470e..95bcc04ae21 100644
--- a/changelog.yaml
+++ b/changelog.yaml
@@ -13192,9 +13192,3 @@
     changed:
     - Update California income tax parameters for 2025.
   date: 2026-02-18 18:07:53
-- bump: minor
-  changes:
-    added:
-    - Add 2024 SLCSP premiums by rating area for all states, scraped from the KFF
-      2024 subsidy calculator (age 0 benchmark).
-  date: 2026-02-18 18:30:00
diff --git a/changelog_entry.yaml b/changelog_entry.yaml
index e69de29bb2d..21930d280d7 100644
--- a/changelog_entry.yaml
+++ b/changelog_entry.yaml
@@ -0,0 +1,5 @@
+- bump: minor
+  changes:
+    added:
+    - Add 2024 SLCSP premiums by rating area for all states, scraped from the KFF
+      2024 subsidy calculator (age 0 benchmark).

From dc11c514bb5e107d292f269a12354d4d1eb128e3 Mon Sep 17 00:00:00 2001
From: Daphne Hansell <128793799+daphnehanse11@users.noreply.github.com>
Date: Wed, 18 Feb 2026 12:36:31 -0800
Subject: [PATCH 3/4] Add 2024 SLCSP tests and fix ACA PTC formula guard

- Add 7 slcsp_age_0 tests for 2024 across AK, CO, FL, GA, NY, TX, WA
- Change formula_2025 to formula_2024 in aca_ptc.py so PTC is
  calculated from 2024 onwards (returns 0 before 2024)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .../baseline/gov/aca/slcsp/slcsp_age_0.yaml   | 56 +++++++++++++++++++
 .../variables/gov/aca/ptc/aca_ptc.py          |  2 +-
 2 files changed, 57 insertions(+), 1 deletion(-)

diff --git a/policyengine_us/tests/policy/baseline/gov/aca/slcsp/slcsp_age_0.yaml b/policyengine_us/tests/policy/baseline/gov/aca/slcsp/slcsp_age_0.yaml
index f3214f3ee6d..3811f564bce 100644
--- a/policyengine_us/tests/policy/baseline/gov/aca/slcsp/slcsp_age_0.yaml
+++ b/policyengine_us/tests/policy/baseline/gov/aca/slcsp/slcsp_age_0.yaml
@@ -1,3 +1,59 @@
+- name: slcsp_age_0 2024 Alaska rating area 1
+  period: 2024-01
+  input:
+    state_code: AK
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 514
+
+- name: slcsp_age_0 2024 Colorado rating area 1
+  period: 2024-01
+  input:
+    state_code: CO
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 250
+
+- name: slcsp_age_0 2024 Florida rating area 1
+  period: 2024-01
+  input:
+    state_code: FL
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 321
+
+- name: slcsp_age_0 2024 Georgia rating area 1
+  period: 2024-01
+  input:
+    state_code: GA
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 257
+
+- name: slcsp_age_0 2024 New York rating area 1
+  period: 2024-01
+  input:
+    state_code: NY
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 593
+
+- name: slcsp_age_0 2024 Texas rating area 1
+  period: 2024-01
+  input:
+    state_code: TX
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 379
+
+- name: slcsp_age_0 2024 Washington rating area 1
+  period: 2024-01
+  input:
+    state_code: WA
+    slcsp_rating_area: 1
+  output:
+    slcsp_age_0: 239
+
 - name: slcsp_age_0 unit test 1 Connecticut rating area 2
   period: 2025-01
   input:
diff --git a/policyengine_us/variables/gov/aca/ptc/aca_ptc.py b/policyengine_us/variables/gov/aca/ptc/aca_ptc.py
index 458a5cc5526..e8d23cc4cb2 100644
--- a/policyengine_us/variables/gov/aca/ptc/aca_ptc.py
+++ b/policyengine_us/variables/gov/aca/ptc/aca_ptc.py
@@ -13,7 +13,7 @@ class aca_ptc(Variable):
     def formula(tax_unit, period, parameters):
         return 0
 
-    def formula_2025(tax_unit, period, parameters):
+    def formula_2024(tax_unit, period, parameters):
         plan_cost = tax_unit("slcsp", period)
         income = tax_unit("aca_magi", period)
         applicable_figure = tax_unit(

From 9339bd7dfb8d27c97b03fba14db55101b4e9ac55 Mon Sep 17 00:00:00 2001
From: Daphne Hansell <128793799+daphnehanse11@users.noreply.github.com>
Date: Wed, 18 Feb 2026 13:06:27 -0800
Subject: [PATCH 4/4] Fix aca_ptc test period to reflect formula_2024 change

The guard was changed from formula_2025 to formula_2024, so the
"returns zero before" test now uses period 2023 instead of 2024.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
---
 .../tests/policy/baseline/gov/aca/ptc/aca_ptc.yaml            | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/policyengine_us/tests/policy/baseline/gov/aca/ptc/aca_ptc.yaml b/policyengine_us/tests/policy/baseline/gov/aca/ptc/aca_ptc.yaml
index 98f74fcbaca..450f10c0686 100644
--- a/policyengine_us/tests/policy/baseline/gov/aca/ptc/aca_ptc.yaml
+++ b/policyengine_us/tests/policy/baseline/gov/aca/ptc/aca_ptc.yaml
@@ -1,6 +1,6 @@
-- name: ACA PTC returns zero before 2025
+- name: ACA PTC returns zero before 2024
   absolute_error_margin: 0.01
-  period: 2024
+  period: 2023
   input:
     is_aca_ptc_eligible: true
     slcsp: 1_200