Pleiades membership explorer

Three clustering models group 15,502 Gaia stars by motion and parallax: which stars move together, and which group is the Pleiades candidate?

Data source. Gaia Data Release 3 Pleiades field export retained with a PC5251 course project; upstream release DOI 10.5270/esa-qa4lep3. Detailed dataset provenance and usage conditions are on the Dataset page.

Notebook lineage

Source / context
PC5251 final project on unsupervised Pleiades membership identification.
Notebook
project-report.ipynb
Our changes
Our changes — 3 deviations from the notebook
  • Recomputed the submitted seeded ten-feature GMM projection. The exact stored notebook figures are retained in original_notebook/ and in the saved results.
  • Added deterministic GMM, DBSCAN and HDBSCAN comparisons on the same standardized three-feature matrix; PCA is display-only for that branch. A nearest-guide group is called credible only when its scaled offset is no greater than the declared teaching cutoff; otherwise the page says no credible separated candidate.
  • Replaced the submitted largest-label identity rule with a documented post-fit literature-scale interpretation guide from Chulkov (2024, DOI 10.3847/1538-3881/ad7025), while keeping the original counts and mistaken field selection visible for audit.

What the files confirm, and where the report differs

Each row compares what the submitted project states with what the retained data file and notebook code contain.

Property Submitted project says Files show Verdict
Catalogue shape[27545 rows x 22 columns]27545×22 rows×columns in the retained CSV
Measured directly from the supplied CSV.
confirmed
Complete-case shape[23543 rows x 22 columns]23543×22 rows×columns after the notebook's complete-case filter
Measured directly from the supplied CSV.
confirmed
Quality-filtered shape[15502 rows x 26 columns]15502×26 rows×columns after four derived columns and the positive-parallax/G-error filter
Measured directly from the supplied CSV.
confirmed
Notebook GMM inputsRight Ascension, Declination, Parallax, pmRA, pmDec, G, BP, RP10 numerical columns are passed by the submitted code, including total proper motion and G-band flux
The report names eight inputs; the submitted code passes ten.
contradicted
Data sourceThe data are sourced from the Gaia Archive, which is managed by the European Space Agency (ESA).Gaia DR3 column names and source identifiers in the retained CSV
The column names and source identifiers match the Gaia archive; the Dataset page reruns the archive query and finds the photometry matches Gaia DR3.
confirmed
LicenceNo licence is stated in the submitted notebook.CC BY-NC 3.0 IGO, stated by the ESA Gaia DR3 DOI record
ESA distributes Gaia DR3 under CC BY-NC 3.0 IGO; this page carries the required ESA/Gaia/DPAC credit.
confirmed

Retained CSV 5120afff07fe4e3309e16007ae31a43946c515dd8b5c957d90bd0a3eb5ffb11c · retained notebook 62a6948598555d50301478d4e48a8cb396a22358f4495bfb1b90fe774a0a8bf2 · upstream Gaia DR3 DOI 10.5270/esa-qa4lep3 · licence Creative Commons Attribution-NonCommercial 3.0 IGO (CC BY-NC 3.0 IGO), stated by the ESA Space Science Archives DOI record for Gaia DR3; non-commercial reuse and redistribution require ESA/Gaia/DPAC credit. · donor/course record PC5251 course project submission; copied byte-identically into `original_data/` on 2026-08-06. ESA record: https://doi.org/10.5270/esa-qa4lep3 · licence deed: https://creativecommons.org/licenses/by-nc/3.0/igo/. This page adds cleaning checks, a controlled model comparison and interpretation to the ESA data.

What rebuilding the analysis found

Each finding is measured from the retained data file and notebook.

The cleaning reproduces exactly

27545×22 → 23543×22 → 15502×26

Why it matters. Replaying the notebook's cleaning (complete rows only, four derived columns, positive parallax, small G-magnitude error) gives the table sizes the notebook saved.

The report lists fewer GMM inputs than the code uses

10 numerical columns are passed by the submitted code, including total proper motion and G-band flux

Why it matters. The report names eight inputs to its Gaussian mixture model (GMM), but the code passes ten, including total proper motion and G-band flux.

The notebook's largest HDBSCAN group is field stars

14,726 stars · 0.828 mas

Why it matters. Its motion and parallax, and its spread across the whole field, do not match the compact Pleiades cluster.

The notebook's outputs are kept as stored

15 stored PNG outputs · 0 stored errors

Why it matters. The submitted HDBSCAN results and the probability outputs of the run without a fixed random seed are kept exactly as the notebook saved them.

The file is the full 1° cone around the Pleiades

CSV 5120afff07fe…

Why it matters. The Dataset page reruns the archive query for all sources within 1° of the cluster centre and finds the same 27,545 sources, with matching counts and sums.

The submitted notebook's stored outputs

The notebook's executed figures and printed results are kept exactly as stored; the table compares them with this rebuild. Its HDBSCAN results came from a third-party package; the controlled comparison below uses scikit-learn's separate HDBSCAN implementation.

EvidenceStored notebook saysRebuild check
Execution41 executed code cells; 15 PNG outputs0 stored errors
Stored dataframe shapes27545×22 → 23543×22 → 15502×2627545×22 → 23543×22 → 15502×26
Seeded GMM group sizes583 / 4,640 / 10,279583 / 4,640 / 10,279 · exact match
Five-component GMM fit score (negated lower bound)-3.840895052993371-3.840895052993381 · matches within 10⁻¹²
Third-party HDBSCAN label counts0: 540 · 1: 6 · 2: 14,726 · -1: 230Kept as stored
Probability tiers15,502 / 12,437 / 366 / 311From a run without a fixed random seed; kept as stored

Notebook SHA-256 62a6948598555d50301478d4e48a8cb396a22358f4495bfb1b90fe774a0a8bf2; kernel metadata records Python 3.11.4.

One source per row, three physical measurements per column

The selected star and measurement are shared by every chart on this page.

Rows (stars) in the matrix

—

kept from 27,545 catalogue rows after quality cuts; each of the 15,502 stars appears once.

3
input columns
89%
of the variance kept by the two-axis PCA view
0.005
G-magnitude error limit (mag)

How a row is built

  • Take one star (a Gaia source) from the retained project data file.
  • Require complete measurements, positive parallax and a small derived G-band magnitude error.
  • Standardize proper motion in right ascension, proper motion in declination and parallax: subtract each column's mean and divide by its standard deviation, both computed over all kept stars.
  • Set aside 4 columns for checking the clusters afterwards (Right ascension, Declination, BP−RP colour, G magnitude); none of them enters the matrix.

The matrix itself

Three linked views of the same standardized matrix: the whole matrix, one row (one star) and one column (one measurement). Click a cell, dot or bar in any view to change the selected star or measurement; the other views follow. Each highlight colour goes with its label: X[i,:] for the selected row, X[:,j] for the selected column and x_ij for the selected cell.

The whole matrix

The picture shows 15 of the 15,502 rows, always including the selected star, and all three columns.

≤ −3 z0≥ +3 z

Cell colour shows the standardized value z (how many standard deviations a value lies from its column mean); values beyond ±3 take the end colours. Hover over a cell to read its exact value.

Hover over a star in any other chart to outline its row here; click to select it.

X[i,:] X[:,j] x_ij

X[i,:] selected row

Across one row

The selected star's three measurements, each as a percentile within its column (0 = lowest of all stars, 100 = highest). Hover over a dot for the raw and standardized values.

X[3614,:] · Gaia 64874454510493440. Click a dot to select that measurement.

X[:,j] selected column

Down one column

How the selected measurement is spread over all stars. The vertical line marks the selected star; click a bar to select the star closest to its middle value.

X[:,0] · the first and last bars also hold the 156 values below -12.066 and the 156 values above 34.695 mas yr⁻¹.

Scale and transformation.

Stored means and scales

Matrix columnUnitStored meanStored scaleModel role
Proper motion in RAmas yr⁻¹3.68722510.415505clustering input (standardized)
Proper motion in Decmas yr⁻¹-6.29289114.86631clustering input (standardized)
Parallaxmas1.1305511.629436clustering input (standardized)

The means and scales are computed over all 15,502 kept stars. Every clustering fit in the controlled comparison uses all three standardized columns; the columns set aside for checking never enter a fit.

The selected row and column as numbers
FeatureRaw valueStandardized valuePercentile
Proper motion in RA19.8674 mas yr⁻¹1.553595
Proper motion in Dec-45.2808 mas yr⁻¹-2.62262
Parallax7.3915 mas3.842498
pmRA intervalCount
≤ -10.5076 mas yr⁻¹201
-10.5076–-8.9489 mas yr⁻¹53
-8.9489–-7.3902 mas yr⁻¹84
-7.3902–-5.8314 mas yr⁻¹149
-5.8314–-4.2727 mas yr⁻¹232
-4.2727–-2.714 mas yr⁻¹480
-2.714–-1.1553 mas yr⁻¹1,072
-1.1553–0.4034 mas yr⁻¹2,940
0.4034–1.9622 mas yr⁻¹3,125
1.9622–3.5209 mas yr⁻¹1,972
3.5209–5.0796 mas yr⁻¹1,315
5.0796–6.6383 mas yr⁻¹916
6.6383–8.197 mas yr⁻¹613
8.197–9.7557 mas yr⁻¹393
9.7557–11.3145 mas yr⁻¹291
11.3145–12.8732 mas yr⁻¹217
12.8732–14.4319 mas yr⁻¹163
14.4319–15.9906 mas yr⁻¹128
15.9906–17.5493 mas yr⁻¹108
17.5493–19.1081 mas yr⁻¹160
19.1081–20.6668 mas yr⁻¹357
20.6668–22.2255 mas yr⁻¹158
22.2255–23.7842 mas yr⁻¹45
23.7842–25.3429 mas yr⁻¹36
25.3429–26.9016 mas yr⁻¹32
26.9016–28.4604 mas yr⁻¹31
28.4604–30.0191 mas yr⁻¹19
30.0191–31.5778 mas yr⁻¹24
31.5778–33.1365 mas yr⁻¹18
≥ 33.1365 mas yr⁻¹170

The submitted analysis, rerun

The submitted notebook standardizes ten columns (those its code actually uses), fits a Gaussian mixture model with three components and a fixed random seed, and projects the same ten columns onto two axes with PCA for display. This page reruns that analysis and keeps it separate from the three-feature controlled comparison below.

Rerun ten-feature GMM in a PCA view

label 0label 1label 2

1,907 dots: every 8th star plus the selected star, coloured by the label the rerun mixture model gives it (the label numbers are arbitrary). Selected: Gaia 64874454510493440, label 1. 282 stars lie outside the plotted range.

Every drawn point as a table
Gaia source IDRoleten-feature PC1ten-feature PC2
69805794224245376submitted GMM label 21.1296070.032175
69806039039416832submitted GMM label 1-3.6233113.599458
69806275260585472submitted GMM label 20.4373270.283372
69806623154968320submitted GMM label 2-0.108045-1.272598
69807271693001344submitted GMM label 11.1148770.22549
69807443491694080submitted GMM label 20.346701-0.153709
69807653947115008submitted GMM label 21.451560.375923
69807924528042112submitted GMM label 20.846955-0.427336
69808061966985600submitted GMM label 20.82559-0.348219
69808341141879552submitted GMM label 20.255748-0.286856
69808611722812672submitted GMM label 21.8764550.773861
69809024039763456submitted GMM label 20.564204-0.523684
69809230198101888submitted GMM label 21.190857-0.082313
69809371934080896submitted GMM label 20.306866-0.33614
69809676874713728submitted GMM label 21.1245710.281166
69809990408042368submitted GMM label 21.4353371.377648
69810192270761984submitted GMM label 2-0.434645-0.299273
69810432788940160submitted GMM label 11.1393161.736548
69810677604094336submitted GMM label 21.420180.889734
69811016904499968submitted GMM label 21.7495230.355237
69811330439124096submitted GMM label 10.778562-0.395754
69811467878128640submitted GMM label 20.106061-1.004331
69811742755980672submitted GMM label 20.419509-0.813002
69811944617450496submitted GMM label 20.999153-0.106405
69812253855179392submitted GMM label 20.514152-0.110238
69812361231263488submitted GMM label 2-0.714363-1.671008
69812601748017792submitted GMM label 21.4363710.192328
69812910987070848submitted GMM label 1-0.356905-1.292954
69813117145546496submitted GMM label 1-2.353885-2.600797
69813701261099008submitted GMM label 1-0.299811-1.356696
69813804340271104submitted GMM label 20.583091-0.513532
69813937482344704submitted GMM label 1-3.005164-2.560333
69814388455816960submitted GMM label 1-6.6545310.813515
69814659036852480submitted GMM label 20.7917740.002391
69814830835560064submitted GMM label 2-0.10971-0.508335
69815075650577664submitted GMM label 2-0.712834-1.346458
69815277512176512submitted GMM label 20.547172-0.490004
69815522327168768submitted GMM label 1-4.610792.746581
69815728485607040submitted GMM label 1-2.4671261.836416
69815999066683648submitted GMM label 20.466393-0.481704
69816239584863104submitted GMM label 21.1720570.802097
69816480103051776submitted GMM label 20.4788740.020808
69816656198530560submitted GMM label 1-2.609165-2.300214
69816931076503424submitted GMM label 20.169957-0.246262
69817201658235776submitted GMM label 2-0.539149-0.320545
69817343393362560submitted GMM label 2-0.4239920.090963
69817545255623424submitted GMM label 11.0535181.188918
69817858788334592submitted GMM label 21.7293520.615405
69818301169213056submitted GMM label 20.830884-0.455538
69818580342616576submitted GMM label 21.4500180.998928
69818752142555008submitted GMM label 20.328782-0.902947
69818889581503232submitted GMM label 1-5.4013780.113434
69819130099760128submitted GMM label 20.384738-0.732621
69819538119768960submitted GMM label 21.2342120.016571
69819851654197504submitted GMM label 2-1.015736-1.857688
69820122235249408submitted GMM label 0-3.786246-2.683461
69820401410019456submitted GMM label 20.523282-0.498189
69820676287917568submitted GMM label 21.5195780.30202
69820981228822784submitted GMM label 21.7118931.069732
69821256106716032submitted GMM label 21.0695481.053516
69821397842415872submitted GMM label 0-3.616091-3.856987
69821878878742400submitted GMM label 2-0.172049-1.227016
69822149460583424submitted GMM label 20.832307-0.192763
69822321258634496submitted GMM label 21.3721680.437401
69822836655165696submitted GMM label 21.3974490.070665
69823008454054784submitted GMM label 20.111836-0.834664
69823665583814400submitted GMM label 11.6702210.768598
69823871743624448submitted GMM label 20.7204890.899078
69823970525970048submitted GMM label 21.6310270.343786
69824180979850240submitted GMM label 21.2566010.809489
69824318420291584submitted GMM label 20.212934-0.94873
69824524578654976submitted GMM label 20.221661-0.387553
69825074334459776submitted GMM label 1-0.135163-0.257118
69825825951894656submitted GMM label 21.5088870.555169
69826105126599936submitted GMM label 2-0.029275-0.564296
69826306988245888submitted GMM label 20.936120.003948
69826547506415872submitted GMM label 11.4212791.237131
69826684945353216submitted GMM label 21.7505310.494872
69826861040841344submitted GMM label 1-1.986135-0.830465
69832736556083584submitted GMM label 1-1.473611-1.616953
69832942714510336submitted GMM label 1-1.99063-1.238547
69841184755627392submitted GMM label 21.3960510.419403
69841356554321792submitted GMM label 20.243325-0.002513
69841670088124160submitted GMM label 2-1.318198-1.967435
69841910606292480submitted GMM label 2-1.640743-2.227465
69842288563415552submitted GMM label 21.3679680.599632
69842524785440256submitted GMM label 21.5423970.270548
69842971462044544submitted GMM label 20.917093-0.323377
69843250636087552submitted GMM label 2-0.72436-1.406738
69843456794518144submitted GMM label 2-0.0092520.007331
69843658656819072submitted GMM label 10.4643541.54329
69843967894472960submitted GMM label 20.835926-0.259586
69844552010018688submitted GMM label 20.323629-0.724889
69845621457945856submitted GMM label 2-1.930068-1.0458
69845995119026560submitted GMM label 20.2770430.441457
66433424562675456submitted GMM label 1-2.579144-1.651563
66433626421699072submitted GMM label 11.7437510.893275
66433939958758272submitted GMM label 20.411335-0.69529
66434485415180928submitted GMM label 11.7760320.571916
66435039470372352submitted GMM label 20.113044-0.716504
66435864104093440submitted GMM label 2-0.424709-1.394858
66436070259303808submitted GMM label 1-0.2014263.039737
66436242061207168submitted GMM label 20.537022-0.347696
66436620018325760submitted GMM label 20.347186-0.357629
66436791813761664submitted GMM label 21.216030.6616
66442667332273024submitted GMM label 2-0.4742780.092253
66443247148564096submitted GMM label 10.3589132.069929
66445721049615616submitted GMM label 21.668510.959744
66445995927532928submitted GMM label 21.9681270.995176
66446275105558272submitted GMM label 20.9661940.113112
66446614402850560submitted GMM label 21.8721740.731581
66446786201518720submitted GMM label 0-0.5717262.214281
66447129798913664submitted GMM label 20.9422420.334312
66447340256713216submitted GMM label 20.8311760.425559
66447546415137664submitted GMM label 2-1.242873-1.616523
66447752573566592submitted GMM label 20.287962-0.937088
66447890012518528submitted GMM label 2-0.638618-1.234403
66448126231358080submitted GMM label 21.3698090.432858
66448439768324608submitted GMM label 2-1.30622-1.60097
66448680286485888submitted GMM label 2-0.023181-1.22949
66449088303923328submitted GMM label 0-1.987513-2.432482
66449500620927232submitted GMM label 1-3.3218614.443098
66449779798865664submitted GMM label 21.8696310.520665
66450192114811392submitted GMM label 2-0.885856-0.944308
66450432632979840submitted GMM label 10.6595980.63219
66450707510883968submitted GMM label 2-1.0319-1.502452
66451085468002176submitted GMM label 2-0.765435-0.956669
66451463425130624submitted GMM label 11.0519040.246311
66451837083140480submitted GMM label 20.9839570.081121
66452047540860160submitted GMM label 1-4.0475113.065814
66452288058843776submitted GMM label 20.060948-0.867714
66452494217268864submitted GMM label 1-1.818024-0.614299
66452734735432192submitted GMM label 1-4.9802351.914032
66453039674035456submitted GMM label 20.679346-0.77633
66453353210712192submitted GMM label 1-1.1217660.945354
66453559369152384submitted GMM label 2-1.572981-2.297807
66454792020642944submitted GMM label 11.038689-0.005496
66454036106472960submitted GMM label 21.6466860.556414
66454315283388416submitted GMM label 20.7365890.4721
66454487082269824submitted GMM label 2-0.713301-0.849374
66454929459615360submitted GMM label 21.7176280.566285
66455066898578176submitted GMM label 21.7584290.434271
66455277356234752submitted GMM label 21.076639-0.340031
66455479215473408submitted GMM label 20.815809-0.302123
66455517874403072submitted GMM label 2-0.698367-0.706625
66455685373874304submitted GMM label 21.7109840.316787
66455930191275520submitted GMM label 1-2.760453-1.548274
66456342508123648submitted GMM label 10.7760730.055378
66456544367396096submitted GMM label 21.2719960.923524
66456720465239680submitted GMM label 20.740605-0.119812
66456892263927808submitted GMM label 21.5495390.198183
66457029702883584submitted GMM label 21.1897490.383946
66457304580782336submitted GMM label 2-0.265816-0.842187
66457643879058176submitted GMM label 21.6949380.440891
66457987476425984submitted GMM label 20.7612170.372324
66458262354367104submitted GMM label 21.4182090.485804
66458507171614336submitted GMM label 21.38040.366239
66458678970314240submitted GMM label 2-1.340482-2.040953
66458949549051520submitted GMM label 20.7792620.271582
66459293146459264submitted GMM label 21.4022160.745824
66459464945165184submitted GMM label 10.828915-0.204537
66459705463340416submitted GMM label 21.4848120.800396
66459778481960192submitted GMM label 1-2.0904-2.955486
66459980341231616submitted GMM label 21.4880070.860961
66460156435160960submitted GMM label 11.4442051.160237
66460259518121088submitted GMM label 2-1.125296-2.330955
66460500036280960submitted GMM label 2-0.14065-0.950996
66460912353137408submitted GMM label 2-0.20628-1.337391
66461324670168960submitted GMM label 1-2.462191-2.790468
66461595248671744submitted GMM label 0-3.716387-2.268241
66461732687993344submitted GMM label 10.5259780.756915
66461938846440448submitted GMM label 21.414290.33168
66462286742663424submitted GMM label 20.430071-0.299092
66462591681484800submitted GMM label 10.2347050.819092
66462836498747136submitted GMM label 12.0291640.909396
66463141437332992submitted GMM label 21.6985251.090693
68260434928417536submitted GMM label 0-5.9923774.258312
68260636789891200submitted GMM label 20.4952290.299297
68261770661275520submitted GMM label 21.2103620.588708
68266688400790016submitted GMM label 2-0.203038-1.429085
68266894559220864submitted GMM label 20.701536-0.24306
68266894559220992submitted GMM label 2-0.087946-0.71089
68267474377860608submitted GMM label 21.5791141.109187
68267616113726976submitted GMM label 2-1.099429-2.083848
68267680536205440submitted GMM label 1-5.7292420.928378
66482868226100096submitted GMM label 1-5.8559721.448184
68267822272152576submitted GMM label 1-3.271649-0.114443
68268024133677056submitted GMM label 1-1.4557921.231926
68268337668221696submitted GMM label 21.2037660.234759
68268646905865600submitted GMM label 20.554402-0.719473
68268986206358912submitted GMM label 21.0699730.82572
68269261084275072submitted GMM label 20.16456-0.854229
68269295444017408submitted GMM label 20.698175-0.294412
68269535962198016submitted GMM label 21.0743911.19629
68269952575919232submitted GMM label 10.9435140.624747
68270223156977152submitted GMM label 21.5088810.204115
68270536691466496submitted GMM label 20.663521-0.648621
68270742849896192submitted GMM label 20.263305-0.120058
66485410846748800submitted GMM label 20.394508-0.30336
66485445206482176submitted GMM label 20.995347-0.274399
68271533124171648submitted GMM label 1-1.220525-2.112515
66485681425714816submitted GMM label 21.0747790.836895
66485857523332992submitted GMM label 21.1637690.087875
66486128102362112submitted GMM label 21.9164580.820637
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65296559601174144submitted GMM label 1-0.098616-0.345467
65297079293241600submitted GMM label 2-0.0315130.160121
65297246797547776submitted GMM label 20.4086690.169474
65297418594640512submitted GMM label 21.6726850.419709
65297835207501056submitted GMM label 10.9822830.29912
65298110085346944submitted GMM label 2-0.082977-0.467435
65298827342680064submitted GMM label 20.6602181.336737
65299312676189056submitted GMM label 1-0.1374871.090864
65299484474880000submitted GMM label 2-1.001249-1.352791
65299823775105920submitted GMM label 11.4293760.233768
65299965511216384submitted GMM label 1-4.8971882.410086
65300274748910336submitted GMM label 1-1.559711-2.789645
65300687065764480submitted GMM label 20.167480.252303
65301266884129024submitted GMM label 20.526930.472217
65301438682819200submitted GMM label 20.612663-0.03055
65301580418918272submitted GMM label 1-1.519683-0.274284
65301885359425536submitted GMM label 20.677185-0.356354
66867903453989888submitted GMM label 1-2.310623-1.773291
66868242752341376submitted GMM label 20.2919690.572081
66869071685092608submitted GMM label 1-3.080322-0.296082
66869277843522304submitted GMM label 20.092844-1.169171
66869518361685376submitted GMM label 2-0.271534-1.357542
66872438939447296submitted GMM label 1-1.0604350.229312
66873671591071872submitted GMM label 10.3071320.181307
66920783091327360submitted GMM label 20.359057-0.781766

Submitted and recomputed outputs

Arbitrary labelStored countRecomputed count
0583583
14,6404,640
210,27910,279
Result. Rerunning the seeded three-component model gives exactly the stored group sizes. For the five-component model the notebook stored -3.840895052993371 and the rerun gives -3.840895052993381 (equal within 10⁻¹²). This number is a fit score: the negated per-star lower bound on the log-likelihood, not a total negative log-likelihood.

Controlled comparison of three clustering models

This is the page's own comparison. Every model is fitted on the same input: pmRA, pmDec and parallax for the same 15,502 stars, standardized the same way. A Gaussian mixture splits all stars among bell-shaped clouds; DBSCAN and HDBSCAN find dense clumps and leave scattered stars as noise. In each result, the group whose motion and parallax lie closest to a published Pleiades value (the guide) is the candidate group. Use the controls to change the model, its setting and the display threshold, which hides candidate stars with low membership strength.

The display threshold only changes which candidate stars are shown; the fit and its labels stay the same.
credible candidate325 stars shown · scaled distance from guide 0.06 (credible if ≤ 3)

PCA view: the three features on two axes

candidate stars shownother stars (a sample): candidates below the threshold, other groups, noiseselected star

1,062 dots: every candidate star shown at this threshold, every 20th other star, and the selected star. 325 stars are candidates at or above the display threshold; 270 stars lie outside the plotted range. Selected: Gaia 64874454510493440.

Every drawn point as a table
Gaia source IDRolethree-feature PC1three-feature PC2
69805794224245376other group0.650019-0.096618
69806515778757120other group0.4147960.301751
69807443491694080other group0.3436920.570441
69808027607247744other group0.6032890.060865
69808611722812672other group0.6694490.210718
69809298917582336other group0.3771620.187962
69809990408042368other group0.0552160.484085
69810540165143552other group0.7796510.121372
69811330439124096other group0.777576-0.296041
69811777115720960other group0.4453210.176404
69812361231263488other group0.5345960.110287
69813112848662784other group0.426255-0.261662
69813804340271104other group0.6080760.061224
69814525894819456other group0.3639190.390725
69815075650577664other group0.3502190.194861
69815621109583488other group0.0763860.565772
69816239584863104other group0.1657130.123478
69816827997288448other group0.504276-0.465096
69817343393362560other group-0.2846180.426662
69818232449734272other group0.2428990.188039
69818752142555008other group0.6946490.079801
69819233178914176other group0.0851420.263569
69819851654197504other group0.4497580.079503
69820607568443648other group0.328246-0.256134
69821256106716032other group-0.0142030.030932
69821947598218624other group0.4861970.133817
69822836655165696other group0.7682450.183497
69823798727273984other group0.6916730.368416
69824180979850240other group0.184874-0.055134
69824726440241536other group0.675714-0.006769
69826105126599936other group0.2911130.102051
69826616225904896other group0.034589-0.473484
69832736556083584other group0.548945-2.251604
69841257769938944candidate (below threshold)-4.465247-1.450998
69841910606292480other group0.38106-0.178529
69842700880275328other group-0.531618-2.092964
69843456794518144other group-0.0791730.307801
69844311491846784other group0.1062180.146217
69845995119026560other group-0.177554-0.12099
66433836879541120other group0.2176930.030891
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66436173341734784other group-1.943487-0.531461
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66443315868041216other group0.316465-0.007328
66446275105558272other group0.4767590.077232
66446958000229120other group0.2422640.333339
66447546415137664other group0.1803480.114615
66448027451467904other group-0.3066160.449345
66448680286485888other group0.7058580.21798
66449676718900480other group0.6666740.324979
66450432632979840other group0.1250410.789867
66451321687037184other group0.4294830.120574
66452696076620032other group-0.2478360.252431
66453353210712192other group-1.0289691.744654
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66456097690773504other group0.8056580.163827
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68269535962198016other group0.0780520.563723
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66513925130720640other group0.5638210.281029
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68305270090416896other group0.39596-0.089586
68305686703755520other group0.656158-0.374641
68306232163039616other group0.6931820.117772
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68310359628169088candidate (below threshold)-4.685994-1.378673
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65299965511216384candidate (shown)-4.703603-1.507054

Membership strength in the candidate group

Only the 528 stars assigned to the candidate group are counted; the other 14,974 stars (other groups and noise) are left out. Bars at or above the dashed line marked cut are drawn in the candidate colour; those stars are shown in the charts. The cut is applied after fitting.

Strength intervalCandidate starsShown at current thresholdRelative to threshold
0–0.0500below threshold
0.05–0.1140below threshold
0.1–0.15110below threshold
0.15–0.2200below threshold
0.2–0.25170below threshold
0.25–0.3190below threshold
0.3–0.35180below threshold
0.35–0.4150below threshold
0.4–0.45190below threshold
0.45–0.5200below threshold
0.5–0.55190below threshold
0.55–0.6310below threshold
0.6–0.653737at or above threshold
0.65–0.73737at or above threshold
0.7–0.752828at or above threshold
0.75–0.82626at or above threshold
0.8–0.853131at or above threshold
0.85–0.92727at or above threshold
0.9–0.953737at or above threshold
0.95–1102102at or above threshold

Group sizes

One bar per group in this result. The candidate group is drawn in the candidate colour, noise in grey and other groups in a second colour. The table gives each group's median motion and parallax and its scaled distance from the guide.

LabelRoleStarsMedian pmRAMedian pmDecMedian parallaxDistance from guide
1candidate52819.81-45.357.3620.06
0other14,6891.47-2.750.60820.54
-1noise28524.99-33.114.5957.07

Fit details

Model
HDBSCAN
Setting
30
Candidate group label
1
Candidate stars
528
Noise stars
285
Jaccard overlap with default HDBSCAN
1
Fixed minimum samples
6
The guide. A published Pleiades proper motion and parallax, used after fitting to pick the candidate group; no model is given it. Chulkov (2024), AJ 168:156, Table 1, Tarricq et al. column; DOI 10.3847/1538-3881/ad7025. pmRA is μα* = μα cos δ.

The three default settings side by side

Each model's default setting, fitted on the same three-feature matrix. Jaccard overlap is the number of stars in both candidate groups divided by the number in either; 1 means identical.

ModelDefault settingCandidate starsNoise starsJaccard overlap with default HDBSCAN
Gaussian mixtureK = 550000.94697
DBSCANε = 0.50 · minPts = 65292930.99811
HDBSCANminimum cluster size = 30 · min samples = 65282851

Check the candidate group in four physical views

The candidate group was found from motion and parallax alone. Here it is drawn on the sky, in proper motion, in colour against brightness and in parallax. Stars of one cluster form a tight clump in proper motion, a narrow band in the colour–magnitude diagram and a peak in parallax. The axes stay the same when you change the model or setting, so the views can be compared; each chart reports how many stars fall outside its range. All four charts share one selected star.

candidate stars shown other stars (a sample): candidates below the threshold, other groups, noise guide: published Pleiades values selected star (ringed)

Sky position

1,077 dots: every candidate star shown at this threshold, every 20th other star, and the selected star. Hover over a dot to read its values; click it to select that star in every chart.

Every drawn point as a table
Gaia source IDRoleright ascension (deg)declination (deg)
69805794224245376other group56.24854624.633136
69806515778757120other group56.32208924.712081
69807443491694080other group56.24797924.715245
69808027607247744other group56.35032324.725358
69808611722812672other group56.37010924.776927
69809298917582336other group56.30506724.782174
69809990408042368other group56.30673724.824962
69810540165143552other group56.12993924.751016
69811330439124096other group56.13236324.772366
69811777115720960other group56.10853924.801256
69812361231263488other group56.16187124.850858
69813112848662784other group56.3259524.871447
69813804340271104other group56.19179724.865429
69814525894819456other group56.2428124.92739
69815075650577664other group56.41785524.844105
69815621109583488other group56.45371424.895405
69816239584863104other group56.43032124.880802
69816827997288448other group56.53239124.893379
69817343393362560other group56.56554724.923458
69818232449734272other group56.43806424.957447
69818752142555008other group56.50930424.997689
69819233178914176other group56.35918124.9169
69819851654197504other group56.37382824.954465
69820607568443648other group56.28890524.980486
69821256106716032other group56.41347724.968137
69821947598218624other group56.47769625.040559
69822836655165696other group56.42804625.044735
69823798727273984other group56.06941824.838405
69824180979850240other group56.14100424.884931
69824726440241536other group56.05674424.882144
69826105126599936other group56.16387324.935628
69826616225904896other group56.19680224.975835
69832736556083584other group56.3025725.005995
69841257769938944candidate (below threshold)56.5828424.983531
69841910606292480other group56.62848325.050271
69842700880275328other group56.58936625.047701
69843456794518144other group56.66635525.059022
69844311491846784other group56.65103125.093054
69845995119026560other group56.541625.092192
66433836879541120other group57.54702823.48211
66435039470372352other group57.62381823.525877
66436173341734784other group57.58415223.571854
66436791813761664other group57.66747723.617838
66443315868041216other group57.71955123.690495
66446275105558272other group57.53857523.547249
66446958000229120other group57.46707423.569568
66447546415137664other group57.48848323.607153
66448027451467904other group57.592423.595006
66448680286485888other group57.63649223.656872
66449676718900480other group57.58375223.670978
66450432632979840other group57.36641623.604954
66451321687037184other group57.37626823.632085
66452696076620032other group57.47936823.696545
66453353210712192other group57.52201923.751968
66453902966535552other group57.43106923.750708
66454487082269824other group57.64819123.652413
66455174277022208other group57.72380223.716884
66455517874403072other group57.68732323.749364
66456097690773504other group57.61725623.755704
66456720465239680other group57.76200423.742393
66457094123207680other group57.74956223.778614
66457987476425984other group57.71005223.79723
66458575891091200other group57.76972823.859228
66459293146459264other group57.57184923.776053
66459744122221696other group57.59739323.801652
66460156435160960other group57.56331723.807686
66460740554444288other group57.57585923.852365
66461595248671744other group57.65931323.876147
66462248084059776other group57.60304423.867674
66462836498747136other group57.66373923.915704
68260538007630208other group55.68087324.116697
68266688400790016other group55.72914424.174885
68267066357906816other group55.77960224.198751
68267616113726976other group55.67905724.194379
66482932646650112other group57.82409423.940373
68268337668221696other group55.73585424.260891
68269093582462848other group55.80234524.265775
68269535962198016other group55.84553724.297945
68270635473853696other group55.80423924.338826
66485410846748800other group57.76515123.910355
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66486128102362112other group57.78336623.971978
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66487438072087424other group57.73717124.038045
66487811729612288other group57.79905524.014267
66488365784205568other group57.84114424.059065
68274728579548288other group55.72239524.383298
68275209615878784other group55.71379424.447124
66498772485756800other group57.29627223.68338
66499562759742464other group57.26398523.687282
66500357332813952other group57.32962323.771835
66501040228572544other group57.36983423.771912
68292973600617600other group55.90365624.329924
68293381620675072other group55.89958224.369614
66502105380495872other group57.32479123.806511
68294103175173504other group55.8750324.36106
66502556356050816other group57.41083123.856794
68294588506870784other group55.88558324.397824
68294927808951680other group55.89507824.433327
66503621507959552other group57.27208523.798095
66503896385863808other group57.2470923.829708
68295683723198592other group56.02043124.436548
66504407482991104other group57.18692223.831057
66505098976700672other group57.31071323.827902
66505751811958272other group57.37389323.873803
66506469067368576other group57.24984523.893457
66507023122038016other group57.29180123.924752
66507366719419264other group57.48890623.837311
66507572874115328other group57.46770823.848828
66507774737408128other group57.47427423.876264
68297882746450432other group55.8441924.431718
66508427573470464other group57.4279123.862093
66508741108948736other group57.41772823.900427
66509153425796352other group57.51226923.938991
66509561443857664other group57.57472823.921738
66509840617398272other group57.5429823.942369
68299433231410816other group55.80726224.533329
68299772532128256other group55.87919324.502525
68300154785908864other group55.95673124.532818
68300459726962432other group55.95705224.557391
68300494086704640other group55.93863124.560412
68300906403533952other group55.82336124.5364
66512211442516608other group57.44350623.941969
68301254297535488other group55.91857424.565842
68301391736490240other group55.87967924.57149
66513478454169472other group57.42521224.01534
66513925130720640other group57.46376423.986739
66514341746280064other group57.46404124.031589
66514681045048448other group57.49612724.040389
66515028941050368other group57.42738324.029896
66515402599606912other group57.44129424.075052
68303453319258496other group56.09626524.566397
68304037436643456other group56.19804724.587215
66515643118540160other group57.50041224.087005
66516124154895232other group57.12597423.8255
68305270090416896other group56.11056824.621617
68305686703755520other group56.19685824.668676
68306232163039616other group56.02385724.580976
68306575760465280other group55.97870224.614172
66517709000687360other group57.12558223.895076
66517739061576064other group57.14124523.91193
66518086957658624other group57.09932723.936745
68307984509792000other group55.96620624.65892
66518632414804480other group57.20065823.937669
68308946582518272other group56.13785124.703476
68309191395503872other group56.10222324.721025
66519697566737920other group57.13122723.970387
68309771216260224other group56.02952324.723759
68310359628169088candidate (below threshold)56.08555924.772657
66520835736729216other group57.02095523.941747
66521316773063552other group57.0758523.973281
66521690432522368other group57.01197623.95958
66522377627293056other group57.01828523.997218
66522961741935872other group57.11550424.003327
66523820735434880other group57.0837424.030596
66524233052366592other group57.07413424.077493
68313207189944832other group55.84622724.593894
66524988966505856other group57.32937324.005138
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66526092776815104other group57.27658224.042517
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66527467166331392other group57.39824424.101642
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66528871617176320other group57.42840824.178794
68319323223426176other group55.88751624.63528
68319701180609664other group55.9081324.689482
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69806039039416832candidate (shown)56.27740724.678409
69807963184755840candidate (shown)56.25481924.777908
69810093488518784candidate (shown)56.34798324.850604
69811364798863744candidate (shown)56.10348624.768213
69811639676769536candidate (shown)56.08380524.795961
69811948914407168candidate (shown)56.16992224.818334
69812945346809344candidate (shown)56.28658624.841949
69812945346809600candidate (shown)56.29068324.839057
69819027020489088candidate (shown)56.3506324.885779
69819404977607168candidate (shown)56.3370224.921874
69824730737081600candidate (shown)56.04708124.876053
66451429065390080candidate (shown)57.37428423.648515
66451497784867712candidate (shown)57.33962523.651578
66452047540860160candidate (shown)57.38016923.688631
66452769091505024candidate (shown)57.45992423.705389
66453181412027392candidate (shown)57.49021723.724321
66460225158376192candidate (shown)57.55256123.813413
66462939577861248candidate (shown)57.66705823.932845
66482868226100096candidate (shown)57.80039723.93243
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65299965511216384candidate (shown)56.16515324.528751

Proper motion

post-fit referenceGuide: the published Pleiades motion (19.96, -45.4) mas yr⁻¹, marked by the dashed cross. No model is given it.

1,061 dots: every candidate star shown at this threshold, every 20th other star, and the selected star. 265 stars lie outside the plotted range. Hover over a dot to read its values; click it to select that star in every chart.

Every drawn point as a table
Gaia source IDRolepmRA (mas yr⁻¹)pmDec (mas yr⁻¹)
69805794224245376other group-1.216311-1.903661
69806515778757120other group6.64517.460255
69807443491694080other group6.134861-2.849758
69808027607247744other group2.0259533.525306
69808611722812672other group0.785088-2.418373
69809298917582336other group2.699258-3.704527
69809990408042368other group6.67158-6.970343
69810540165143552other group-0.535448-1.469838
69811330439124096other group-3.716931-1.613782
69811777115720960other group1.885688-4.190714
69812361231263488other group2.1221890.705874
69813112848662784other group-3.619707-11.915482
69813804340271104other group0.518669-1.293011
69814525894819456other group5.063732-1.345168
69815075650577664other group3.049046-3.477677
69815621109583488other group6.914141-7.611053
69816239584863104other group3.741298-4.568553
69816827997288448other group-3.379296-3.915418
69817343393362560other group8.042532-10.500519
69818232449734272other group2.789872-7.142464
69818752142555008other group0.5731210.832214
69819233178914176other group5.65019-4.021704
69819851654197504other group1.74121-2.139268
69820607568443648other group-0.162059-3.439648
69821256106716032other group3.547183-7.913713
69821947598218624other group1.887373-1.993068
69822836655165696other group0.22142-0.844978
69823798727273984other group3.1716692.116622
69824180979850240other group2.415596-3.955722
69824726440241536other group-0.456941-0.926209
69826105126599936other group2.549228-4.459656
69826616225904896other group0.279845-4.768359
69841257769938944candidate (below threshold)18.492129-45.936138
69841910606292480other group-1.008654-6.670775
69842700880275328other group-7.651376-6.377794
69843456794518144other group7.726431-2.878575
69844311491846784other group3.454329-7.72741
69845995119026560other group3.681618-8.249206
66433836879541120other group2.076712-6.286714
66435039470372352other group-0.585975-3.33809
66436173341734784other group5.284156-41.921542
66436791813761664other group-0.583896-7.0055
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69806039039416832candidate (shown)20.24412-44.807487
69807963184755840candidate (shown)20.69991-46.871938
69810093488518784candidate (shown)20.863479-44.539716
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66451429065390080candidate (shown)19.230633-46.265249
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64874454510493440selected · candidate (shown)19.867426-45.280806
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66551686483467904candidate (shown)19.928888-43.618241
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66782897460055424candidate (shown)19.301605-46.1394
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66788669895935616candidate (shown)18.978365-43.609909
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66791624833561856candidate (shown)20.029977-43.499459
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65212206443054464candidate (shown)19.834393-44.444164
65212760495396736candidate (shown)18.361796-45.82811
65212932294091264candidate (shown)19.443262-43.830371
65213172812266240candidate (shown)19.231314-43.909069
66792999222948992candidate (shown)19.223542-47.196164
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65220143544571520candidate (shown)19.867199-44.110252
65221487868870784candidate (shown)19.806101-45.002964
66798496781121792candidate (shown)20.331403-46.022055
66798526845337344candidate (shown)19.533205-45.550902
65222484301820800candidate (shown)18.622509-45.332164
65222518661019520candidate (shown)19.954843-43.352739
65222759179728640candidate (shown)18.429572-45.207
66798977817468288candidate (shown)19.750737-44.359258
66799763794633856candidate (shown)19.749394-46.624288
66799768088857856candidate (shown)19.403263-46.971603
65223515093523328candidate (shown)19.227118-44.209034
65223583812996864candidate (shown)19.068632-45.64033
65223618172733952candidate (shown)20.265107-46.227698
66800180408292992candidate (shown)21.318153-44.541
66800244832257280candidate (shown)21.355364-45.160909
66801623517295104candidate (shown)20.87319-45.691534
65225469302220800candidate (shown)21.45472-45.221758
65225611037551360candidate (shown)20.529235-46.941873
66802276352348416candidate (shown)20.809393-44.702067
65226092073881856candidate (shown)19.309048-44.323806
65226401312036864candidate (shown)18.379559-45.251956
66803616382830592candidate (shown)18.794078-45.502817
65228772133391488candidate (shown)20.641924-47.498225
65229184450247296candidate (shown)18.937811-44.620618
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66808220587759104candidate (shown)20.486567-46.516539
65230764996027776candidate (shown)19.605545-43.75937
66808839062339712candidate (shown)20.167821-44.183885
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65231486552803328candidate (shown)20.450351-44.646746
66811450402457216candidate (shown)18.583779-45.180871
65232066371441792candidate (shown)19.969144-45.530356
65232105028172160candidate (shown)19.924954-45.3181
65232757863112192candidate (shown)20.467242-45.166444
66816295125702144candidate (shown)19.582483-46.271409
65237911823760640candidate (shown)20.109772-45.416899
66818322350220416candidate (shown)20.025932-47.514935
65239522434899840candidate (shown)19.594803-44.380438
65241313435901568candidate (shown)19.57888-45.423405
65241313437941504candidate (shown)19.612794-46.535
65241863193865856candidate (shown)19.993433-45.111114
65242069352190976candidate (shown)19.88153-44.693576
66820590092840960candidate (shown)18.775717-44.184267
65244435877629824candidate (shown)19.088584-45.099395
65245539685760640candidate (shown)20.851459-45.582321
65247704349267584candidate (shown)21.404856-45.886219
65248460263511552candidate (shown)20.146309-45.145317
66823132713476480candidate (shown)20.359215-44.682018
65254576296865152candidate (shown)19.709346-45.071551
65254851174771584candidate (shown)18.058163-45.48035
65254885534508672candidate (shown)19.454728-46.510573
66828870789879168candidate (shown)20.481299-44.449097
65257187636977536candidate (shown)21.017719-44.676775
66831069813319936candidate (shown)19.764167-46.080597
65263097511969792candidate (shown)20.256024-45.772385
66832100605159424candidate (shown)19.516685-47.057326
65263612908043392candidate (shown)20.970524-45.984139
65264506261240448candidate (shown)19.330018-45.375585
66834054814431232candidate (shown)20.278419-45.470717
65265674492422784candidate (shown)20.931082-45.141944
65266494828710400candidate (shown)20.333375-46.510073
65267078945207296candidate (shown)20.608715-44.771864
66838452861270272candidate (shown)20.610307-46.954463
65269935099961600candidate (shown)19.601357-45.788937
65270450496044416candidate (shown)19.870546-44.980357
65275020341243520candidate (shown)19.303777-44.73235
65276703968959488candidate (shown)20.574861-47.200365
66846291177113088candidate (shown)18.658647-45.977086
65277975278721408candidate (shown)21.796597-45.311777
65279418387728896candidate (shown)18.663635-44.186519
65280036863012864candidate (shown)19.175477-43.778413
65281166437426176candidate (shown)20.256424-45.165389
65281239453865856candidate (shown)18.94632-47.250448
65283094877491200candidate (shown)20.472534-44.498404
65284469269256704candidate (shown)20.511398-44.713885
65287458566524928candidate (shown)19.849144-44.965596
65289004754691200candidate (shown)20.996867-44.783065
65289279632597760candidate (shown)21.607569-44.80289
65289279632598016candidate (shown)18.739842-45.779611
65289623229979136candidate (shown)20.133681-45.356377
65292268929825408candidate (shown)20.199762-43.419548
65293368441513344candidate (shown)20.169118-44.666216
65294807253267328candidate (shown)19.564388-45.396021
65295430026352512candidate (shown)19.698152-46.135081
65296357738731008candidate (shown)18.452623-46.101289
65297251091930624candidate (shown)20.589522-44.039126
65298208867376384candidate (shown)20.052626-43.731595
65299965511216384candidate (shown)19.994973-46.246167

Colour–magnitude diagram

1,015 dots: every candidate star shown at this threshold, every 20th other star, and the selected star. 262 stars lie outside the plotted range. Hover over a dot to read its values; click it to select that star in every chart.

Every drawn point as a table
Gaia source IDRoleBP−RP (mag)G magnitude (brighter upward)
69805794224245376other group1.5022218.636545
69806515778757120other group1.46381816.450207
69807443491694080other group1.11040517.725758
69808027607247744other group2.49760519.734093
69808611722812672other group1.58414119.80721
69809298917582336other group1.2977617.845253
69809990408042368other group1.07873619.883905
69810540165143552other group1.431315.735497
69811330439124096other group1.3242718.002289
69811777115720960other group1.03116316.43541
69812361231263488other group1.15589715.655714
69813112848662784other group1.65483319.081266
69813804340271104other group1.01095617.71932
69814525894819456other group1.12963317.394297
69815075650577664other group0.96889515.895216
69815621109583488other group1.58264419.122353
69816239584863104other group1.96599819.259777
69816827997288448other group1.21390215.767197
69817343393362560other group1.43155817.277575
69818232449734272other group1.1481818.57828
69818752142555008other group1.11314417.15034
69819233178914176other group1.74006317.946577
69819851654197504other group1.04587715.234164
69820607568443648other group1.43091516.31404
69821256106716032other group2.74541619.272532
69821947598218624other group1.1236916.98636
69822836655165696other group0.8407918.802738
69823798727273984other group1.51142218.36282
69824180979850240other group2.21519919.299515
69824726440241536other group1.19165717.363123
69826105126599936other group1.52394117.14479
69826616225904896other group2.55394419.902636
69832736556083584other group1.52645215.275565
69841257769938944candidate (below threshold)3.02286616.545376
69841910606292480other group1.12881814.406866
69842700880275328other group1.90257314.763812
69843456794518144other group2.00379517.54843
69844311491846784other group1.66467519.116428
69845995119026560other group2.42168118.15956
66433836879541120other group1.24905216.655209
66435039470372352other group1.26279117.079926
66436173341734784other group1.61220714.931855
66436791813761664other group1.89531119.150705
66443315868041216other group1.2024818.28649
66446275105558272other group1.33358218.429312
66446958000229120other group2.15031119.06759
66447546415137664other group1.06220715.171097
66448027451467904other group2.22438819.216593
66449676718900480other group1.07754917.052095
66450432632979840other group2.00903718.576468
66451321687037184other group1.60477319.638908
66452696076620032other group1.95075620.0065
66453353210712192other group1.2182717.213037
66453902966535552other group2.10497217.70018
66454487082269824other group1.09268516.20031
66455174277022208other group1.16175214.726552
66455517874403072other group1.12181416.373148
66456097690773504other group1.09099819.368095
66456720465239680other group1.63486518.025784
66457094123207680other group1.03673519.918322
66457987476425984other group2.3848918.510063
66458575891091200other group2.14730918.377304
66459293146459264other group2.20588319.302967
66459744122221696other group1.17600214.495266
66460156435160960other group1.76737819.941713
66460740554444288other group2.17938218.683329
66461595248671744other group0.93320412.531201
66462248084059776other group1.260218.234787
68260538007630208other group1.36725114.344315
68266688400790016other group1.41553116.2586
68267066357906816other group2.03377717.068222
68267616113726976other group1.17173214.995007
66482932646650112other group0.9404719.57091
68268337668221696other group1.24261918.88504
68269093582462848other group1.61503819.968994
68269535962198016other group1.59796919.384422
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66729674225341696candidate (shown)3.05456117.056747
66730120901930240candidate (shown)1.70360513.26761
66732423004453376candidate (shown)2.72119714.973033
66735446661374976candidate (shown)3.04841617.16143
66737095928811648candidate (shown)0.84698410.402332
66737405166459264candidate (shown)2.3478114.798532
66738023641737088candidate (shown)3.04332316.653147
66739982146803456candidate (shown)1.85343713.717735
66740497542906368candidate (shown)3.01234417.043259
66741116018188416candidate (shown)2.96711416.133425
66742765285619584candidate (shown)2.43993515.015844
66745170467302656candidate (shown)2.84432216.013287
66745754582838272candidate (shown)3.04947416.6729
66749121837171840candidate (shown)2.5900615.359683
66754241438299520candidate (shown)1.43362712.732842
65161976802151680candidate (shown)1.7224813.374578
65162492198224768candidate (shown)3.24305317.780386
65163110673516928candidate (shown)2.95108716.323061
66755959425257856candidate (shown)3.00350116.821295
65164171528305792candidate (shown)1.30700212.190561
65165653294149760candidate (shown)3.20434716.157358
66757746131459200candidate (shown)3.17250717.477245
65167577439502592candidate (shown)2.61894415.381319
65170016980919808candidate (shown)2.86976216.171886
66761903659793152candidate (shown)2.55075115.173774
65173620458875008candidate (shown)2.72459416.997486
66763965244167808candidate (shown)2.96994516.977882
65175480179315840candidate (shown)3.0938917.297462
66765751950550144candidate (shown)2.96202616.251667
65179946945247488candidate (shown)2.7235615.793812
65181527493208192candidate (shown)2.82379816.055323
65184894747573376candidate (shown)3.05795215.929374
66771764904729984candidate (shown)3.14105717.683437
66774513683782912candidate (shown)1.37298512.459594
65190048708380160candidate (shown)1.53795612.071662
65190220507070208candidate (shown)1.55215312.855757
66779564565300224candidate (shown)2.97346616.700275
65194584193758336candidate (shown)1.11143911.684071
65195404530870144candidate (shown)3.28930918.358519
65196405259884544candidate (shown)2.86080816.095974
66781832308018176candidate (shown)0.96071110.873117
65199978672758272candidate (shown)0.90088610.045166
65201039527567232candidate (shown)1.71305412.133683
65201249983083392candidate (shown)2.44686514.375109
66782897460055424candidate (shown)2.85375816.011278
66782931820393216candidate (shown)3.12414916.98477
65202830531043968candidate (shown)2.28728314.606908
66783584654831872candidate (shown)2.80384115.896999
66783722091045248candidate (shown)3.1605518.931995
65203723882387200candidate (shown)3.22465719.485819
66786539592171392candidate (shown)2.89352716.471231
66787119410915072candidate (shown)1.51276612.868829
66788253282520192candidate (shown)3.269117.185026
66788291938818304candidate (shown)0.82184410.296593
66788669895935616candidate (shown)2.91123416.643583
65208396808627840candidate (shown)1.54745413.007188
65211145587780992candidate (shown)1.85333213.736212
65211557904569856candidate (shown)2.386315.067968
66791624833561856candidate (shown)2.96394317.191496
65212206443054464candidate (shown)3.02892918.298912
65212760495396736candidate (shown)2.49713815.390224
65212932294091264candidate (shown)2.57822215.380993
65213172812266240candidate (shown)3.08771416.13903
66792999222948992candidate (shown)2.962416.739185
66793583338514816candidate (shown)2.14800514.310514
65214409762926720candidate (shown)1.78003113.566717
65214856439472640candidate (shown)1.67740113.134053
65215058301202816candidate (shown)3.06193718.009977
65215887229784320candidate (shown)3.14348519.689928
65216363971331072candidate (shown)3.16929317.420778
65217605216685568candidate (shown)3.15559218.15369
65220143544571520candidate (shown)2.8836819.467165
66798526845337344candidate (shown)1.76507113.832768
65222484301820800candidate (shown)3.26480718.861753
65222518661019520candidate (shown)1.82983913.691072
65222759179728640candidate (shown)0.8261439.984646
66798977817468288candidate (shown)2.79840716.209143
66799763794633856candidate (shown)1.33888312.414279
66799768088857856candidate (shown)1.44674712.692504
65223515093523328candidate (shown)3.07256116.894072
65223583812996864candidate (shown)3.26135417.106117
65223618172733952candidate (shown)1.20123911.957084
66800180408292992candidate (shown)2.46158215.064789
66800244832257280candidate (shown)3.12123817.224361
66801623517295104candidate (shown)2.99574716.6805
65225469302220800candidate (shown)3.25743817.444145
66802276352348416candidate (shown)1.70455713.399992
65226092073881856candidate (shown)2.82608717.303078
65226401312036864candidate (shown)1.84731413.536427
66803616382830592candidate (shown)3.19994718.067305
65229184450247296candidate (shown)3.21107817.291239
66807464672814336candidate (shown)2.54451415.306499
66808220587759104candidate (shown)1.84763113.698108
66808839062339712candidate (shown)3.26325217.464863
66808869124393600candidate (shown)1.10217911.587448
66809491897360896candidate (shown)0.83410.408444
66811450402457216candidate (shown)1.69465413.337562
65232066371441792candidate (shown)3.31148917.853973
65232105028172160candidate (shown)0.88911410.641136
65232757863112192candidate (shown)3.16622416.385273
66816295125702144candidate (shown)1.40148812.540388
65237911823760640candidate (shown)2.96437416.364956
66818322350220416candidate (shown)2.68742115.761837
65241313435901568candidate (shown)2.18903614.320809
65241313437941504candidate (shown)2.47767414.404743
65241863193865856candidate (shown)2.99206416.52288
65242069352190976candidate (shown)0.7352019.539745
66820590092840960candidate (shown)2.57782315.393848
65244435877629824candidate (shown)3.2905217.847445
65245539685760640candidate (shown)2.95548816.285315
65247704349267584candidate (shown)1.00971111.167223
65248460263511552candidate (shown)1.27806511.859773
66823132713476480candidate (shown)3.07931316.87391
65254576296865152candidate (shown)3.14823417.378773
65254851174771584candidate (shown)2.4971114.815301
65254885534508672candidate (shown)2.90959516.582888
66828870789879168candidate (shown)2.97387616.177582
65257187636977536candidate (shown)3.25533217.168375
66831069813319936candidate (shown)2.66953315.47262
66832100605159424candidate (shown)0.91848410.744773
65263612908043392candidate (shown)3.25724517.377176
65264506261240448candidate (shown)3.1228617.445004
66834054814431232candidate (shown)3.24758116.563644
65265674492422784candidate (shown)3.2675617.757893
65266494828710400candidate (shown)2.09620314.178851
65267078945207296candidate (shown)2.71101815.717465
66838452861270272candidate (shown)0.80230110.10806
65269935099961600candidate (shown)3.0796717.16973
65270450496044416candidate (shown)2.47351115.178773
65275020341243520candidate (shown)3.02003816.460293
65276703968959488candidate (shown)0.92116510.392956
66846291177113088candidate (shown)2.3138914.673388
65277975278721408candidate (shown)2.63689516.776691
65279418387728896candidate (shown)2.99224116.784777
65280036863012864candidate (shown)3.31465817.349085
65281166437426176candidate (shown)1.59237412.989489
65281239453865856candidate (shown)2.28801514.607255
65283094877491200candidate (shown)2.66591117.706953
65284469269256704candidate (shown)1.00363711.090695
65289004754691200candidate (shown)2.97951416.33304
65289279632597760candidate (shown)0.99905311.1088
65289279632598016candidate (shown)3.11743916.479933
65289623229979136candidate (shown)1.05275511.209136
65292268929825408candidate (shown)2.39483615.011795
65293368441513344candidate (shown)2.62347315.395012
65294807253267328candidate (shown)3.16182618.09578
65295430026352512candidate (shown)0.83189610.274961
65297251091930624candidate (shown)3.04022916.519524
65299965511216384candidate (shown)2.74716715.661935

Parallax distribution

Candidate stars shown at this threshold are drawn over all other stars (grey). The first and last bars also hold the 156 lowest and 156 highest parallax values.

Parallax intervalAll starsOther starsCandidate stars shown
≤ 0.272 mas2,9752,9750
0.272–0.521 mas3,3453,3450
0.521–0.771 mas2,6622,6620
0.771–1.021 mas1,7651,7650
1.021–1.27 mas1,2371,2370
1.27–1.52 mas7787780
1.52–1.77 mas5475470
1.77–2.019 mas3843840
2.019–2.269 mas2722720
2.269–2.518 mas1841840
2.518–2.768 mas1571570
2.768–3.018 mas1211210
3.018–3.267 mas82820
3.267–3.517 mas70700
3.517–3.767 mas66660
3.767–4.016 mas58580
4.016–4.266 mas42420
4.266–4.516 mas31310
4.516–4.765 mas26260
4.765–5.015 mas21210
5.015–5.265 mas25250
5.265–5.514 mas16160
5.514–5.764 mas990
5.764–6.014 mas14140
6.014–6.263 mas880
6.263–6.513 mas990
6.513–6.762 mas13130
6.762–7.012 mas34340
7.012–7.262 mas1144965
≥ 7.262 mas437177260

Example stars to select

Each example was picked by the rule in its Reason column. Click a row to select that star in every chart.

ExampleSource IDDefault fits placing it in the candidate groupReason

Selected star

FieldValue
Gaia source ID64874454510493440
Right ascension56.391676°
Declination23.185011°
pmRA19.8674 mas yr⁻¹
pmDec-45.2808 mas yr⁻¹
Parallax7.39145 mas
Parallax / uncertainty84.672
BP−RP3.2422 mag
G magnitude17.1109 mag
Group label (current fit)1
Membership strength1
Shown as a candidate staryes

3 of the three default fits put this star in the candidate group (before the display threshold). The selection is shared by the matrix, PCA, sky, motion and colour–magnitude charts.

What this analysis establishes

The numbers under each conclusion follow the model, setting and threshold currently selected.

The notebook's largest HDBSCAN group is the background field, not the Pleiades

The submitted notebook took its largest HDBSCAN group to be the cluster. Its own stored plots show that group spread across the whole field rather than forming a compact group of stars moving together.

Stored largest group: 14,726 stars · mean parallax 0.828 mas (guide: 7.35 mas) · inverse-parallax distance 1,208 pc.

This setting finds a credible Pleiades candidate

The group closest to the guide lies within the cutoff distance, so it counts as a credible candidate.

Current HDBSCAN setting minimum cluster size = 30 · min samples = 6 · group 528 stars · scaled distance from guide 0.06 (cutoff 3) · shown at threshold 0.6: 325 stars.

The three default fits pick out nearly the same group

With their default settings, the Gaussian mixture, DBSCAN and HDBSCAN fits on the same three columns return largely overlapping candidate groups.

Jaccard overlap of each default candidate group with default HDBSCAN: Gaussian mixture 0.947 · DBSCAN 0.998 · HDBSCAN 1 · current setting: 1.

Glossary

Every term this page uses in a specific sense, with what it means here rather than in general.

Data

Gaia source

One object in the Gaia catalogue, identified by its source_id, and one row of the data. This page calls each source a star.

Parallax

The small yearly shift in a star's apparent position as Earth orbits the Sun, in milliarcseconds (mas). Nearer stars shift more; distance in parsecs ≈ 1000 / parallax.

Proper motion

A star's motion across the sky, in milliarcseconds per year, split into pmRA (along right ascension) and pmDec (along declination). pmRA already includes the cos(declination) factor.

Colour–magnitude diagram

A plot of colour (BP−RP: blue-band minus red-band magnitude; larger means redder) against G magnitude, with brighter stars at the top. Stars of one age at one distance fall on one narrow band.

Model

Standardization

Subtract the stored feature mean and divide by the stored feature scale, so each column has mean 0 and standard deviation 1.

PCA

Principal component analysis: rotates the standardized columns and keeps the two directions with the most spread, so the stars can be drawn on two axes. Used here for display only; the clustering in the controlled comparison uses all three columns.

GMM

Gaussian mixture model: describes the stars as a mix of bell-shaped clouds (components) and gives each star a probability of belonging to each. Component numbers are arbitrary.

DBSCAN

A density-based clustering method. Stars in dense regions (at least a minimum number of neighbours within a fixed radius, ε) form groups; isolated stars are left as noise.

HDBSCAN

A hierarchical version of DBSCAN that finds dense groups across a range of densities instead of one fixed radius. The submitted notebook used a third-party HDBSCAN package; the controlled comparison uses scikit-learn's implementation.

Noise

Stars that DBSCAN or HDBSCAN leave outside every group.

Controlled comparison

This page's own comparison: every model is fitted on the same three standardized columns (pmRA, pmDec, parallax) of the same stars, so only the model and its setting change.

Evidence

Guide

A published Pleiades proper motion and parallax (Chulkov 2024), used only after fitting to pick the candidate group. No model is given it.

Candidate group (nearest-guide group)

The group in a fit, excluding noise, whose motion and parallax lie closest to the guide, with each difference scaled by a broad tolerance. The Insight page calls it the Pleiades candidate.

Credible candidate

A candidate group whose scaled distance from the guide is within the stated cutoff.

Membership strength

A score from 0 to 1 for how firmly a star belongs to its group: a component probability, a density-based strength or a simple 0/1 inclusion, depending on the model.

Display threshold

The minimum membership strength for a candidate star to be shown in the charts. It is applied after fitting and changes no labels.

Jaccard overlap

Overlap between two groups: stars in both divided by stars in either (1 = identical). Each group here is compared with the default HDBSCAN candidate group.

Stored notebook output

A figure or printed value saved in the submitted notebook when it was run.