Santa Clara: science

The shaded band is this county's normal range. If nothing about how it works changes, nearly every future year should land inside it. Zero means the typical student just meets the state standard. The small numbers under the years are how many students were tested.

Step 1 · Each year's result

For each grade tested, take the average (mean) scale score from the California Department of Education's results file, and subtract the lowest score that counts as "Standard Met" for that grade. That is the grade's distance from standard. Weight each grade by its share of the students tested, then add the grades up. Grades where the state hides the average because ten or fewer students tested are left out entirely.

2019 from cast_ca2019_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	23,100	209.2	− 214	−4.8	× 20113 / 63100	−1.5
8	23,101	410.0	− 415	−5	× 20340 / 63100	−1.6
10	23,102	614.9	− 615	−0.1	× 1003 / 63100	0
11	23,103	609.6	− 615	−5.4	× 6963 / 63100	−0.6
12	23,104	605.6	− 615	−9.4	× 14681 / 63100	−2.2
Sum, rounded to a whole point						−6

2021 from cast_ca2021_1_csv_v2.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	24,618	216.1	− 214	2.1	× 2489 / 7846	0.7
8	24,619	414.3	− 415	−0.7	× 2854 / 7846	−0.3
10	24,620	622.1	− 615	7.1	× 594 / 7846	0.5
11	24,621	614.4	− 615	−0.6	× 832 / 7846	−0.1
12	24,622	605.1	− 615	−9.9	× 1077 / 7846	−1.4
Sum, rounded to a whole point						0

2022 from cast_ca2022_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	28,701	209.1	− 214	−4.9	× 17364 / 64772	−1.3
8	28,702	410.6	− 415	−4.4	× 18341 / 64772	−1.2
10	28,703	619.6	− 615	4.6	× 984 / 64772	0.1
11	28,704	611.8	− 615	−3.2	× 13288 / 64772	−0.7
12	28,705	608.7	− 615	−6.3	× 14795 / 64772	−1.4
Sum, rounded to a whole point						−5

2023 from cast_ca2023_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	28,687	209.1	− 214	−4.9	× 17438 / 53425	−1.6
8	28,688	409.7	− 415	−5.3	× 17096 / 53425	−1.7
10	28,689	615.5	− 615	0.5	× 1115 / 53425	0
11	28,690	610.5	− 615	−4.5	× 13729 / 53425	−1.2
12	28,691	604.1	− 615	−10.9	× 4047 / 53425	−0.8
Sum, rounded to a whole point						−5

2024 from cast_ca2024_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	28,764	208.7	− 214	−5.3	× 17072 / 52118	−1.7
8	28,765	410.2	− 415	−4.8	× 17136 / 52118	−1.6
10	28,766	617.7	− 615	2.7	× 1202 / 52118	0.1
11	28,767	610.7	− 615	−4.3	× 13301 / 52118	−1.1
12	28,768	604.0	− 615	−11	× 3407 / 52118	−0.7
Sum, rounded to a whole point						−5

2025 from cast_ca2025_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	28,746	209.4	− 214	−4.6	× 16812 / 52574	−1.5
8	28,747	411.0	− 415	−4	× 16982 / 52574	−1.3
10	28,748	620.9	− 615	5.9	× 1114 / 52574	0.1
11	28,749	611.2	− 615	−3.8	× 14033 / 52574	−1
12	28,750	604.9	− 615	−10.1	× 3633 / 52574	−0.7
Sum, rounded to a whole point						−4

2026 from cast_ca2026_1_csv_v1.zip

Grade	Line in file	Average score	Standard Met	Distance	Students	Weighted
5	28,645	210.4	− 214	−3.6	× 16318 / 50743	−1.2
8	28,646	412.2	− 415	−2.8	× 16903 / 50743	−0.9
10	28,647	616.8	− 615	1.8	× 1319 / 50743	0
11	28,648	612.2	− 615	−2.8	× 13466 / 50743	−0.7
12	28,649	606.9	− 615	−8.1	× 2737 / 50743	−0.4
Sum, rounded to a whole point						−3

Step 2 · The average and the normal range

Average: add the yearly results and divide by how many there are. −6, 0, −5, −5, −5, −4, −3 → −4
Typical year-to-year change: how far the result moved from each year to the next, ignoring up or down. 2019→2021: 6 · 2021→2022: 5 · 2022→2023: 0 · 2023→2024: 0 · 2024→2025: 1 · 2025→2026: 1 → average 2.2
Normal range: multiply the typical change by 2.66, then add it to the average and subtract it. 2.2 × 2.66 = 5.9. Upper limit 1.9, lower limit −9.9.

Why 2.66? It is the standard factor from quality control, the work of Walter Shewhart and W. Edwards Deming. It turns "how much the result typically changes in a year" into "how far it can wander by chance alone".

Years with no result (no state tests were given in spring 2020) are skipped: the year-to-year change runs from the last year with a result to the next one.

Step 3 · Free or reduced-price meals

The share of enrolled students eligible for free or reduced-price meals — for a county, the total across its schools. From 2014–15, 2015–16, 2016–17, 2017–18, 2018–19, 2020–21, 2021–22, 2022–23, 2023–24, 2024–25, 2025–26.