VWDB Višnjan–Washington Sky Survey
Stand-in data
STAND-IN DATA. This catalog contains 2,279 ZTF detections and 1,000,000 synthetic fixture rows — NOT Visnjan-Washington observations. Stand-in data is loaded while the VW Data Analysis Pipeline is built. Do not use these measurements for science.

Statistics

The survey's observing record, computed from survey.exposures. These are ZTF's observing statistics, not Visnjan-Washington's — the stand-in notice above applies to every plot here as much as it does to a search result, and the synthetic fixture is excluded by default because its cadence is invented (a perfectly uniform one exposure every 0.01 day), not observed.

Clump by day week month Dates all 2018 2019 2020 2021 2022 2023 2024 2025 Band zg zi zr Synthetic fixture excluded
Exposures
1,339
in 3 bands (zg, zi, zr)
Nights observed
550
2.4 exposures per night
Baseline
7.3 yr
Mar 25, 2018 – Jun 27, 2025
Open-shutter time
11.6 h
summed exposure time
Median depth
21.07 mag
limiting magnitude per exposure
Median airmass
1.12
secant of the zenith angle

Exposures per month

How often the survey observed. A gap is a month it didn't run, not one with nothing to see. Hover a column for its date, its total and how that total divides between bands.

Mar 1, 2018Dec 23, 2019Oct 15, 2021Aug 8, 2023Jun 1, 2025860Mar 2018 — 2 exposures (zg)Apr 2018 — 26 exposures (zg 6, zi 1, zr 19)May 2018 — 26 exposures (zg 8, zi 3, zr 15)Jun 2018 — 32 exposures (zg 14, zi 3, zr 15)Nov 2018 — 6 exposures (zg 2, zr 4)Dec 2018 — 20 exposures (zg 9, zr 11)Jan 2019 — 27 exposures (zg 14, zr 13)Feb 2019 — 12 exposures (zg 5, zr 7)Mar 2019 — 26 exposures (zg 9, zi 4, zr 13)Apr 2019 — 36 exposures (zg 14, zi 3, zr 19)May 2019 — 18 exposures (zg 7, zi 4, zr 7)Jun 2019 — 18 exposures (zg 7, zi 3, zr 8)Jul 2019 — 3 exposures (zr)Nov 2019 — 15 exposures (zr)Dec 2019 — 3 exposures (zg 1, zr 2)Jan 2020 — 9 exposures (zg 5, zr 4)Feb 2020 — 35 exposures (zg 15, zr 20)Mar 2020 — 15 exposures (zg 6, zr 9)Apr 2020 — 40 exposures (zg 18, zi 1, zr 21)May 2020 — 30 exposures (zg 17, zr 13)Jun 2020 — 7 exposures (zg 4, zr 3)Jul 2020 — 1 exposure (zr)Nov 2020 — 20 exposures (zg 2, zr 18)Dec 2020 — 18 exposures (zg 7, zi 2, zr 9)Jan 2021 — 13 exposures (zg 3, zi 4, zr 6)Feb 2021 — 25 exposures (zg 8, zi 6, zr 11)Mar 2021 — 38 exposures (zg 14, zi 4, zr 20)Apr 2021 — 86 exposures (zg 33, zi 5, zr 48)May 2021 — 84 exposures (zg 38, zi 6, zr 40)Jun 2021 — 37 exposures (zg 14, zi 5, zr 18)Jul 2021 — 5 exposures (zg 1, zi 1, zr 3)Oct 2021 — 8 exposures (zr)Nov 2021 — 13 exposures (zi 1, zr 12)Jan 2022 — 2 exposures (zg 1, zr 1)Feb 2022 — 20 exposures (zg 6, zi 2, zr 12)Mar 2022 — 12 exposures (zg 6, zi 1, zr 5)Apr 2022 — 62 exposures (zg 27, zi 7, zr 28)May 2022 — 68 exposures (zg 22, zi 3, zr 43)Jun 2022 — 37 exposures (zg 15, zi 6, zr 16)Jul 2022 — 1 exposure (zi)Oct 2022 — 5 exposures (zr)Nov 2022 — 14 exposures (zr)Dec 2022 — 16 exposures (zg 5, zi 2, zr 9)Jan 2023 — 8 exposures (zg 5, zi 1, zr 2)Feb 2023 — 19 exposures (zg 7, zi 3, zr 9)Mar 2023 — 10 exposures (zg 4, zi 1, zr 5)Apr 2023 — 68 exposures (zg 38, zi 3, zr 27)May 2023 — 31 exposures (zg 20, zi 1, zr 10)Jun 2023 — 27 exposures (zg 18, zr 9)Aug 2023 — 2 exposures (zr)Nov 2023 — 12 exposures (zr)Dec 2023 — 9 exposures (zg 7, zr 2)Jan 2024 — 41 exposures (zg 14, zi 12, zr 15)Feb 2024 — 27 exposures (zg 15, zi 3, zr 9)Mar 2024 — 11 exposures (zg 8, zr 3)Apr 2024 — 32 exposures (zg 23, zi 4, zr 5)May 2024 — 26 exposures (zg 24, zr 2)Jun 2024 — 8 exposures (zg)Dec 2024 — 2 exposures (zg)Feb 2025 — 1 exposure (zg)Mar 2025 — 1 exposure (zg)May 2025 — 4 exposures (zg 2, zr 2)Jun 2025 — 9 exposures (zg 5, zr 4)

Cumulative exposures

The same data, accumulated — flat stretches are when the survey was not running, which the bar chart above makes easy to miss among the months that did have data. Hover a point for the running total and what it added.

Mar 1, 2018Dec 23, 2019Oct 15, 2021Aug 8, 2023Jun 1, 202513390Mar 2018 — 2 added, 2 totalApr 2018 — 26 added, 28 totalMay 2018 — 26 added, 54 totalJun 2018 — 32 added, 86 totalNov 2018 — 6 added, 92 totalDec 2018 — 20 added, 112 totalJan 2019 — 27 added, 139 totalFeb 2019 — 12 added, 151 totalMar 2019 — 26 added, 177 totalApr 2019 — 36 added, 213 totalMay 2019 — 18 added, 231 totalJun 2019 — 18 added, 249 totalJul 2019 — 3 added, 252 totalNov 2019 — 15 added, 267 totalDec 2019 — 3 added, 270 totalJan 2020 — 9 added, 279 totalFeb 2020 — 35 added, 314 totalMar 2020 — 15 added, 329 totalApr 2020 — 40 added, 369 totalMay 2020 — 30 added, 399 totalJun 2020 — 7 added, 406 totalJul 2020 — 1 added, 407 totalNov 2020 — 20 added, 427 totalDec 2020 — 18 added, 445 totalJan 2021 — 13 added, 458 totalFeb 2021 — 25 added, 483 totalMar 2021 — 38 added, 521 totalApr 2021 — 86 added, 607 totalMay 2021 — 84 added, 691 totalJun 2021 — 37 added, 728 totalJul 2021 — 5 added, 733 totalOct 2021 — 8 added, 741 totalNov 2021 — 13 added, 754 totalJan 2022 — 2 added, 756 totalFeb 2022 — 20 added, 776 totalMar 2022 — 12 added, 788 totalApr 2022 — 62 added, 850 totalMay 2022 — 68 added, 918 totalJun 2022 — 37 added, 955 totalJul 2022 — 1 added, 956 totalOct 2022 — 5 added, 961 totalNov 2022 — 14 added, 975 totalDec 2022 — 16 added, 991 totalJan 2023 — 8 added, 999 totalFeb 2023 — 19 added, 1,018 totalMar 2023 — 10 added, 1,028 totalApr 2023 — 68 added, 1,096 totalMay 2023 — 31 added, 1,127 totalJun 2023 — 27 added, 1,154 totalAug 2023 — 2 added, 1,156 totalNov 2023 — 12 added, 1,168 totalDec 2023 — 9 added, 1,177 totalJan 2024 — 41 added, 1,218 totalFeb 2024 — 27 added, 1,245 totalMar 2024 — 11 added, 1,256 totalApr 2024 — 32 added, 1,288 totalMay 2024 — 26 added, 1,314 totalJun 2024 — 8 added, 1,322 totalDec 2024 — 2 added, 1,324 totalFeb 2025 — 1 added, 1,325 totalMar 2025 — 1 added, 1,326 totalMay 2025 — 4 added, 1,330 totalJun 2025 — 9 added, 1,339 total

Exposures by filter

How the observing above divides between bands — always the whole split, whichever band is currently picked. Click a slice to show only that band in the charts above.

zr — 666 exposures (50% of 1,339) · Show only zrzg — 567 exposures (42% of 1,339) · Show only zgzi — 106 exposures (8% of 1,339) · Show only zi1,339exposureszr — 666 exposures (50% of 1,339) · Show only zrzr66650%zg — 567 exposures (42% of 1,339) · Show only zgzg56742%zi — 106 exposures (8% of 1,339) · Show only zizi1068%

Revisits and light-curve length

How often the survey comes back to the same object, over the same bands and dates as the charts above. Grouped by ZTF's own association of the stand-in data (ztf_oid), which is the only thing linking one detection to another until phase 2 builds objects — so these describe what the stand-in catalog can support, not a VW data product. Only the 2,279 detections ZTF associated this way are counted, out of 1,002,279 sources in the catalog: a source with no association has no object identity here at all, so it is absent from these charts rather than appearing as a one-point curve.

Objects with a curve
25
from 2,279 linked detections
Typical curve length
19 points
median over those objects
Typical revisit
1.9 d
median gap between consecutive points
Longest baseline
7.3 yr
first to last point on one object

Time between consecutive detections

The sampling, which is what sets the periods a light curve can recover: a signal shorter than the typical gap is not resolved, and one near a spike in this histogram aliases against it. Log-spaced buckets — revisits run from minutes to years. Hover a row for its share.

under 1 hour — 471 gaps (21%)under 1 hour4711–6 hours — 131 gaps (6%)1–6 hours1316–24 hours — 335 gaps (15%)6–24 hours3351–3 days — 473 gaps (21%)1–3 days4733–10 days — 412 gaps (18%)3–10 days41210–30 days — 240 gaps (11%)10–30 days2401–3 months — 70 gaps (3%)1–3 months703–12 months — 93 gaps (4%)3–12 months93over a year — 29 gaps (1%)over a year29

Detections per object

How long the curves are. An object with a handful of points has a position and little else — fitting a period or an orbit takes tens of points at least, so it is the bottom rows here that are worth plotting. Plot the best-sampled one (590 points).

1 point — 0 objects (0%)1 point02–4 — 3 objects (12%) · list them2–435–9 — 5 objects (20%) · list them5–9510–24 — 6 objects (24%) · list them10–24625–49 — 3 objects (12%) · list them25–49350–99 — 3 objects (12%) · list them50–993100 or more — 5 objects (20%) · list them100 or more5

Same data as JSON: /api/statistics