Analytics

Corpus Patterns and Reporting Gaps

Use the current corpus to inspect technical tradeoffs, common reporting patterns, and areas that still look thin or unevenly covered.

The Imaging Frontier

Resolution versus per-dataset sample size across the current corpus.

Plate A01
View:

Resolution and whole-cell count by record, fixed to log-log because the corpus spans orders of magnitude.

1nm10nm100nm400nmResolution (nm, Log Scale)110100250Whole-Cell Count (Log Scale)
EM
X-Ray
Optical

Frontier mode is fixed log-log. Use the view controls to switch from per-record frontier position into corpus volume over time or public-data share.

The Imaging Toolkit

Which modalities are most commonly used for different biological targets in this corpus. Organelle names follow the source corpus terminology, including niche structures.

Plate A02
OrganelleEMX-rayoptical
apicoplast
autophagosome
axomene
centriole
centrosome/basal body
chloroplast/plastid
conoid
cystosomal ring
dense granules)
early endosome
endosome
er
flagella
flagella/cilia
golgi
lipid droplet
lipid droplets
mito
mitochondria
mvb
nucleus
other: secretory organelles (microneme
peroxisome
polar rings
reservosome (late endosome)
rhoptry
vacuole
vacuole/lysosome
vesicles

Square area and blue intensity increase with record count. Empty cells are left as paper, not zero-value decoration.

Organelle Measurement Grammar

Which biological structures have actual quantified metric families attached to them, not just visual coverage.

Plate A03
Organellevolumevolume_fractiondimensionscountsurface_areaothercontactsdistanceshapedensityMetric Families
nucleus10 / 10 · 365 records
mitochondria10 / 10 · 353 records
vacuole/lysosome10 / 10 · 186 records
chloroplast/plastid10 / 10 · 113 records
er10 / 10 · 109 records
lipid droplets10 / 10 · 91 records
golgi10 / 10 · 88 records
vesicles10 / 10 · 79 records
flagella/cilia10 / 10 · 51 records
peroxisome9 / 10 · 37 records
centrosome/basal body9 / 10 · 27 records
early endosome8 / 10 · 32 records
mvb8 / 10 · 10 records
axomene6 / 10 · 6 records
centriole6 / 10 · 6 records
flagella6 / 10 · 6 records
mito4 / 10 · 4 records
rhoptry3 / 10 · 5 records
endosome3 / 10 · 3 records
reservosome (late endosome)3 / 10 · 3 records
apicoplast2 / 10 · 2 records
cystosomal ring2 / 10 · 2 records
polar rings2 / 10 · 2 records
autophagosome1 / 10 · 1 records
conoid1 / 10 · 1 records
dense granules)1 / 10 · 1 records
lipid droplet1 / 10 · 1 records
other: secretory organelles (microneme1 / 10 · 1 records
vacuole1 / 10 · 1 records

Rows are sorted by metric diversity, then record count. Click a blue mark to inspect the exact corpus slice behind that organelle and metric family.

Public Data Reusability Map

Which biological structures have reusable public data attached today, and whether that access is complete, partial, or absent in the current index.

Plate A04
OrganelleCompletePartialNoneReusable ShareReusable ModalitiesReusable Metrics
mitochondria1177420%EMcontacts, count, density, dimensions, distance +5
nucleus1178318%EMcontacts, count, density, dimensions, distance +5
chloroplast/plastid191737%EMcontacts, count, dimensions, distance, shape +3
vacuole/lysosome74514%EMcontacts, count, density, dimensions, distance +5
flagella/cilia61038%EMcontacts, count, density, dimensions, distance +5
golgi52119%EMcontacts, count, density, dimensions, distance +4
er52219%EMcontacts, count, density, dimensions, distance +4
centrosome/basal body4180%EMcontacts, count, dimensions, distance, other +4
vesicles31616%EMcontacts, count, dimensions, distance, shape +3
lipid droplets11257%EMcontacts, count, density, dimensions, surface_area +2
axomene1100%EMcontacts, count, dimensions, surface_area, volume +1
centriole1100%EMcontacts, count, dimensions, surface_area, volume +1
flagella1100%EMcontacts, count, dimensions, surface_area, volume +1
mito1100%EMcontacts, dimensions, volume, volume_fraction
peroxisome70%none indexednone indexed
early endosome40%none indexednone indexed
rhoptry30%none indexednone indexed
mvb20%none indexednone indexed
apicoplast10%none indexednone indexed
autophagosome10%none indexednone indexed
conoid10%none indexednone indexed
cystosomal ring10%none indexednone indexed
dense granules)10%none indexednone indexed
endosome10%none indexednone indexed
lipid droplet10%none indexednone indexed
other: secretory organelles (microneme10%none indexednone indexed
polar rings10%none indexednone indexed
reservosome (late endosome)10%none indexednone indexed
vacuole10%none indexednone indexed

Complete and partial both mean some reusable public data is known. None means Scion has not indexed a reusable public-data locator for that organelle in the current corpus slice.

Cell-Type Coverage Atlas

Organelle-by-cell-type coverage across the strongest intersections in the current corpus slice.

Plate A05

Topographic Coverage Grid

Organelle rows cross cell-type columns. Square color encodes record count, so dense zones and empty terrain stay readable without a second decoding layer.

011records per intersection

Color encodes record count. Click labels or cells to inspect the exact records behind each cell-type and organelle pairing.

Instrument Envelope Plot

Operating range of each imaging family across reported resolution and whole-cell sample size.

Plate A06

Each rectangle is the reported min-to-max envelope for one modality family. The square marks the median resolution and median sample size; median rules show where that point sits inside the envelope.

Gap Finder

Cross-tabulate the corpus to find thinly covered areas and reporting patterns.

Plate A07
completenonepartialTotal
AU565 (breast cancer)11
Arabidopsis thaliana, cortical root11
Arabidopsis thaliana, guard cell11
Arabidopsis thaliana, mesophyll11
B lymphocyte11
Babesia divergens11
Brandtodinium nutricula11
C57BL/6 (M. musculus)11
COS-7 (Cercopithecus aethiops)22
Candida albicans11
Candida utilis22
Chlamydomonas reinhartdii44
Chlorella pyrenoidosa11
Crithidia deanei11
Cucurbita pepo22
Cylindrotheca sp.11
Danio rerio, "cogwheel" cell11
Danio rerio, "long process" cell11
Danio rerio, adrenal medulla neutrophil11
Danio rerio, cytotoxic T cell11
Danio rerio, hair cells11
Danio rerio, lens cell11
Danio rerio, neural progenitor cell11
Danio rerio, retinal neuroepithelial cell11
Danio rerio, skin cell11
Danio rerio, supporting cells11
Danio rerio, thymus11
Eimeria tenella11
Emiliana11
Encephalitozoon intestinalis11
Ensiculifera tyrrhenica11
GM12878 (B lymphocyte)11
Galdieria11
H446 (lung cancer)11
HEK293T22
Haematococcus pluvialis11
HeLa11
INS-1E (R. norvegicus)33
J774A.1 (M. musculus)11
K562 (leukemia)11
Lacrimia vacuolata11
Leishmania mexicana11
M. musculus, alpha cell11
M. musculus, beta cell213
M. musculus, macrophage11
MCF10A (breast epithelia)11
MDA231 (breast cancer)11
MNT-1 (melanoma)11
Micromonas11
Mm2T (Muntiacus muntjak)11
Nannochloropsis11
Neospora caninum11
Nicotiana tabacum22
Oryza sativa, mesophyll11
Oscarella carmela, choanocytes11
Ostreococcus tauri11
Parachlorella kessleri11
Pelagomonas11
Penaeus monodon11
Phaeocystis cordata112
Phaeodactylum11
Plasmodium chaubadi11
Plasmodium falciparum426
R. norvegicus, hepatocyte11
RPE (retinal epithelia)11
Saccharomyces cerevisiae1313
Salpingoeca rosetta11
Sanguina nivaloides11
Schizosaccharomyces pombe33
Symbiodinium11
T cell11
T47D (breast cancer)11
Toxoplasma gondii22
Trypanosoma (currawong)11
Trypanosoma brucei22
Trypanosoma cruzi33
Trypanosoma sp. 85811
Vero (Cercopithecus aethiops)11
hASC (adipose-derived)11
hESC (embryonic)11
platelet22

Blue intensity is normalized to the largest cell in the current cross-tab. White space is meaningful: it marks combinations not represented in the current corpus slice.

How to Read This

Interactive: Click any dot or count to see the underlying datasets.
Imaging Toolkit: The size and opacity of squares show which modalities appear most often for a target in the current corpus, not which one is universally best.
Measurement Grammar: Blue marks show where an organelle has quantified metric families attached; empty space means the metadata does not currently support that pairing.
Reusability Map: Complete and partial public-data states link to reusable corpus slices; none marks records without an indexed reusable data locator.
Coverage Atlas: Cell type stays the primary row label, with species shown only as context so the biological axis remains readable.
Imaging Frontier: Switch views to move between resolution/sample-size frontier, annual corpus volume, and public-data share.
Instrument Envelope: These summarize reported operating ranges and medians within each modality family.
Gap Finder: Use this to compare cell types, modalities, comparators, public-data status, modality families, and sample-size buckets.