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Behind the photographs

Photography Data Lab

The choices behind the archive: equipment, photographic rhythm, and the way I review my work.

Photographs in the archive
47,479
Photograph years
2007–2026
Cameras recorded
5

Live database read · Refresh data ↻

An archive, year by year

Cumulative Growth (Live)

Explore the timeline ↗

The running total of photographs currently in the archive, grouped by their recorded photograph year. Refreshed on page load—not an upload-history or deletion-history chart.

Cumulative Growth (Live)Counts by photograph year. Exact values are available in the data table after this chart.010,00020,00030,00040,00050,0002007 · Cumulative photographs: 102008 · Cumulative photographs: 572009 · Cumulative photographs: 2272010 · Cumulative photographs: 4922011 · Cumulative photographs: 1,8082012 · Cumulative photographs: 3,0292013 · Cumulative photographs: 3,4302014 · Cumulative photographs: 4,0072015 · Cumulative photographs: 4,6992016 · Cumulative photographs: 5,8342017 · Cumulative photographs: 6,5492018 · Cumulative photographs: 8,0632019 · Cumulative photographs: 11,4792020 · Cumulative photographs: 12,9632021 · Cumulative photographs: 17,8392022 · Cumulative photographs: 22,8302023 · Cumulative photographs: 25,6762024 · Cumulative photographs: 32,9072025 · Cumulative photographs: 42,4842026 · Cumulative photographs: 47,47920072012201720212026Cumulative Growth (Live)Counts by photograph year. Exact values are available in the data table after this chart.010,00020,00030,00040,00050,0002007 · Cumulative photographs: 102008 · Cumulative photographs: 572009 · Cumulative photographs: 2272010 · Cumulative photographs: 4922011 · Cumulative photographs: 1,8082012 · Cumulative photographs: 3,0292013 · Cumulative photographs: 3,4302014 · Cumulative photographs: 4,0072015 · Cumulative photographs: 4,6992016 · Cumulative photographs: 5,8342017 · Cumulative photographs: 6,5492018 · Cumulative photographs: 8,0632019 · Cumulative photographs: 11,4792020 · Cumulative photographs: 12,9632021 · Cumulative photographs: 17,8392022 · Cumulative photographs: 22,8302023 · Cumulative photographs: 25,6762024 · Cumulative photographs: 32,9072025 · Cumulative photographs: 42,4842026 · Cumulative photographs: 47,4792007201320202026

47,479 dated photographs across 20 recorded years.

View data
Annual and cumulative counts by photograph year
YearThat yearCumulative total
20071010
20084757
2009170227
2010265492
20111,3161,808
20121,2213,029
20134013,430
20145774,007
20156924,699
20161,1355,834
20177156,549
20181,5148,063
20193,41611,479
20201,48412,963
20214,87617,839
20224,99122,830
20232,84625,676
20247,23132,907
20259,57742,484
20264,99547,479

The photographs behind the numbers

Browse the archive ↗

Photographic DNA

Cameras, lenses and recurring choices. Follow a camera or lens back to the photographs made with it.

Camera & lens distribution

Canon EOS R5 Mark II

20,484 photographs have recorded lenses for this camera.

See these photographs ↗

Focal-length fingerprint

47,477 photographs with a positive recorded focal length. Archive-wide, not camera-filtered.

Up to 24mm
5,160
25–49mm
3,559
50–99mm
11,201
100–199mm
13,753
200–399mm
10,936
400mm and above
2,868

Landscape: 42,540 · Portrait: 4,938 · Square: 1

ISO working range

47,478 photographs with a positive recorded ISO. Archive-wide, not camera-filtered.

ISO 100 or below
8,450
ISO 101–400
34,968
ISO 401–1,600
3,022
ISO 1,601–6,400
728
ISO 6,401 and above
310

Gear evolution

Absolute photograph counts by year and camera—not percentages. Years open matching photographs in the data table.

  • Canon EOS 400D DIGITAL
  • Canon EOS 50D
  • Canon EOS 7D
  • Canon EOS 5D Mark IV
  • Canon EOS R5 Mark II
Yearly photograph counts by cameraCounts by photograph year. Exact values are available in the data table after this chart.02,0004,0006,0008,00010,0002007 · Canon EOS 400D DIGITAL: 102008 · Canon EOS 400D DIGITAL: 472009 · Canon EOS 400D DIGITAL: 432009 · Canon EOS 50D: 1272010 · Canon EOS 50D: 2652011 · Canon EOS 50D: 1632011 · Canon EOS 7D: 1,1532012 · Canon EOS 7D: 1,2212013 · Canon EOS 7D: 4012014 · Canon EOS 7D: 5772015 · Canon EOS 7D: 6922016 · Canon EOS 7D: 1,1352017 · Canon EOS 7D: 7152018 · Canon EOS 7D: 8322018 · Canon EOS 5D Mark IV: 6822019 · Canon EOS 7D: 22019 · Canon EOS 5D Mark IV: 3,4142020 · Canon EOS 5D Mark IV: 1,4842021 · Canon EOS 5D Mark IV: 4,8762022 · Canon EOS 5D Mark IV: 4,9912023 · Canon EOS 5D Mark IV: 2,8462024 · Canon EOS 5D Mark IV: 1,3192024 · Canon EOS R5 Mark II: 5,9122025 · Canon EOS R5 Mark II: 9,5772026 · Canon EOS R5 Mark II: 4,99520072012201720212026Yearly photograph counts by cameraCounts by photograph year. Exact values are available in the data table after this chart.02,0004,0006,0008,00010,0002007 · Canon EOS 400D DIGITAL: 102008 · Canon EOS 400D DIGITAL: 472009 · Canon EOS 400D DIGITAL: 432009 · Canon EOS 50D: 1272010 · Canon EOS 50D: 2652011 · Canon EOS 50D: 1632011 · Canon EOS 7D: 1,1532012 · Canon EOS 7D: 1,2212013 · Canon EOS 7D: 4012014 · Canon EOS 7D: 5772015 · Canon EOS 7D: 6922016 · Canon EOS 7D: 1,1352017 · Canon EOS 7D: 7152018 · Canon EOS 7D: 8322018 · Canon EOS 5D Mark IV: 6822019 · Canon EOS 7D: 22019 · Canon EOS 5D Mark IV: 3,4142020 · Canon EOS 5D Mark IV: 1,4842021 · Canon EOS 5D Mark IV: 4,8762022 · Canon EOS 5D Mark IV: 4,9912023 · Canon EOS 5D Mark IV: 2,8462024 · Canon EOS 5D Mark IV: 1,3192024 · Canon EOS R5 Mark II: 5,9122025 · Canon EOS R5 Mark II: 9,5772026 · Canon EOS R5 Mark II: 4,9952007201320202026
View data
Recorded camera use by photograph year
YearCanon EOS 400D DIGITALCanon EOS 50DCanon EOS 7DCanon EOS 5D Mark IVCanon EOS R5 Mark II
2007100000
2008470000
200943127000
20100265000
201101631,15300
2012001,22100
20130040100
20140057700
20150069200
2016001,13500
20170071500
2018008326820
20190023,4140
20200001,4840
20210004,8760
20220004,9910
20230002,8460
20240001,3195,912
202500009,577
202600004,995

Lens handover

The recorded transition from an EF lens to its RF successor. Actual counts only; no forecast.

No cumulative crossover yet. EF: 3,633 photographs · RF: 1,740.

Annual use

  • EF100mm f/2.8L Macro IS USM
  • RF100mm F2.8 L MACRO IS USM
Annual lens handover countsCounts by photograph year. Exact values are available in the data table after this chart.05001,0001,5002019 · EF100mm f/2.8L Macro IS USM: 9652020 · EF100mm f/2.8L Macro IS USM: 4872021 · EF100mm f/2.8L Macro IS USM: 9082022 · EF100mm f/2.8L Macro IS USM: 6542023 · EF100mm f/2.8L Macro IS USM: 3502024 · EF100mm f/2.8L Macro IS USM: 2692025 · EF100mm f/2.8L Macro IS USM: 02026 · EF100mm f/2.8L Macro IS USM: 02019 · RF100mm F2.8 L MACRO IS USM: 02020 · RF100mm F2.8 L MACRO IS USM: 02021 · RF100mm F2.8 L MACRO IS USM: 02022 · RF100mm F2.8 L MACRO IS USM: 02023 · RF100mm F2.8 L MACRO IS USM: 02024 · RF100mm F2.8 L MACRO IS USM: 402025 · RF100mm F2.8 L MACRO IS USM: 1,1372026 · RF100mm F2.8 L MACRO IS USM: 56320192021202320242026Annual lens handover countsCounts by photograph year. Exact values are available in the data table after this chart.05001,0001,5002019 · EF100mm f/2.8L Macro IS USM: 9652020 · EF100mm f/2.8L Macro IS USM: 4872021 · EF100mm f/2.8L Macro IS USM: 9082022 · EF100mm f/2.8L Macro IS USM: 6542023 · EF100mm f/2.8L Macro IS USM: 3502024 · EF100mm f/2.8L Macro IS USM: 2692025 · EF100mm f/2.8L Macro IS USM: 02026 · EF100mm f/2.8L Macro IS USM: 02019 · RF100mm F2.8 L MACRO IS USM: 02020 · RF100mm F2.8 L MACRO IS USM: 02021 · RF100mm F2.8 L MACRO IS USM: 02022 · RF100mm F2.8 L MACRO IS USM: 02023 · RF100mm F2.8 L MACRO IS USM: 02024 · RF100mm F2.8 L MACRO IS USM: 402025 · RF100mm F2.8 L MACRO IS USM: 1,1372026 · RF100mm F2.8 L MACRO IS USM: 5632019202120242026

Cumulative archive use

  • EF100mm f/2.8L Macro IS USM
  • RF100mm F2.8 L MACRO IS USM
Cumulative lens handover countsCounts by photograph year. Exact values are available in the data table after this chart.01,0002,0003,0004,0002019 · EF100mm f/2.8L Macro IS USM: 9652020 · EF100mm f/2.8L Macro IS USM: 1,4522021 · EF100mm f/2.8L Macro IS USM: 2,3602022 · EF100mm f/2.8L Macro IS USM: 3,0142023 · EF100mm f/2.8L Macro IS USM: 3,3642024 · EF100mm f/2.8L Macro IS USM: 3,6332025 · EF100mm f/2.8L Macro IS USM: 3,6332026 · EF100mm f/2.8L Macro IS USM: 3,6332019 · RF100mm F2.8 L MACRO IS USM: 02020 · RF100mm F2.8 L MACRO IS USM: 02021 · RF100mm F2.8 L MACRO IS USM: 02022 · RF100mm F2.8 L MACRO IS USM: 02023 · RF100mm F2.8 L MACRO IS USM: 02024 · RF100mm F2.8 L MACRO IS USM: 402025 · RF100mm F2.8 L MACRO IS USM: 1,1772026 · RF100mm F2.8 L MACRO IS USM: 1,74020192021202320242026Cumulative lens handover countsCounts by photograph year. Exact values are available in the data table after this chart.01,0002,0003,0004,0002019 · EF100mm f/2.8L Macro IS USM: 9652020 · EF100mm f/2.8L Macro IS USM: 1,4522021 · EF100mm f/2.8L Macro IS USM: 2,3602022 · EF100mm f/2.8L Macro IS USM: 3,0142023 · EF100mm f/2.8L Macro IS USM: 3,3642024 · EF100mm f/2.8L Macro IS USM: 3,6332025 · EF100mm f/2.8L Macro IS USM: 3,6332026 · EF100mm f/2.8L Macro IS USM: 3,6332019 · RF100mm F2.8 L MACRO IS USM: 02020 · RF100mm F2.8 L MACRO IS USM: 02021 · RF100mm F2.8 L MACRO IS USM: 02022 · RF100mm F2.8 L MACRO IS USM: 02023 · RF100mm F2.8 L MACRO IS USM: 02024 · RF100mm F2.8 L MACRO IS USM: 402025 · RF100mm F2.8 L MACRO IS USM: 1,1772026 · RF100mm F2.8 L MACRO IS USM: 1,7402019202120242026
View data
Lens handover by recorded photograph year
YearEF that yearRF that yearEF cumulativeRF cumulative
201996509650
202048701,4520
202190802,3600
202265403,0140
202335003,3640
2024269403,63340
202501,1373,6331,177
202605633,6331,740

Light & Season

When photographs were made, using the timestamps recorded in the archive. These times are not corrected for travel timezones and do not identify the best time to photograph.

Seasonal rhythm

28,737 dated photographs in this slice, grouped across all years.

January
1,331
February
1,753
March
2,454
April
1,330
May
1,778
June
1,101
July
1,148
August
1,404
September
5,791
October
7,187
November
2,183
December
1,277

Capture rhythm: month × hour

Darker cells mean more photographs. Recorded hour, 00–23; not a measurement of available light.

View data
Photograph counts by recorded month and hour
HourJanuaryFebruaryMarchAprilMayJuneJulyAugustSeptemberOctoberNovemberDecember
00:00120021805914410
01:000000103110300
02:00000000047410
03:00000000033007
04:000000001000022
05:000001713131612914
06:000101011151414304163611
07:001035522840477682691191132
08:004511393759664911441802776917
09:007766240891097410263399546154111
10:00199832018190663353584686161104
11:00248170329211195946848880910197147
12:0016323424415623236421237631,027201211
13:001573012561452404695181550923344172
14:0016723923813621139110109632769357222
15:00128177283138111738411646060636244
16:0065115991026454578537943713973
17:0038117210687859371242753095311
18:00334155191237972582431593225
19:000122832771287720139723525
20:004195615101426551471421
21:00813241379844448302612
22:007157102930282626110106
23:0000216145140267790

Curation Lab

The archive’s final QC classifications, including manual review decisions—not averages of model scores or an independent rating of artistic quality.

Final QC status

47,479 photographs have a QC status; 60.5% are currently Top or Good.

Top
7,896 · 16.6%
Good
20,841 · 43.9%
Average
11,967 · 25.2%
Low
4,944 · 10.4%
Very Low
1,831 · 3.9%

Category portfolio density

Top + Good as a share of each category. Categories below 100 photographs are excluded; the largest 12 are shown. Counts and denominators stay visible.

Final QC status over time

Current final classifications grouped by photograph year. Absolute counts—not a history of how ratings changed.

  • Top
  • Good
  • Average
  • Low
  • Very Low
Current final QC classifications by photograph yearCounts by photograph year. Exact values are available in the data table after this chart.02,0004,0006,0008,00010,0002007 · Good: 42007 · Average: 12007 · Low: 12007 · Very Low: 42008 · Top: 12008 · Good: 82008 · Average: 142008 · Low: 102008 · Very Low: 142009 · Top: 72009 · Good: 382009 · Average: 622009 · Low: 442009 · Very Low: 192010 · Top: 42010 · Good: 352010 · Average: 802010 · Low: 952010 · Very Low: 512011 · Top: 542011 · Good: 3472011 · Average: 4852011 · Low: 3182011 · Very Low: 1122012 · Top: 1072012 · Good: 4602012 · Average: 4392012 · Low: 1822012 · Very Low: 332013 · Top: 752013 · Good: 1912013 · Average: 972013 · Low: 272013 · Very Low: 112014 · Top: 1432014 · Good: 2802014 · Average: 1122014 · Low: 342014 · Very Low: 82015 · Top: 2272015 · Good: 3352015 · Average: 1032015 · Low: 222015 · Very Low: 52016 · Top: 2722016 · Good: 6372016 · Average: 1712016 · Low: 392016 · Very Low: 162017 · Top: 1542017 · Good: 4552017 · Average: 852017 · Low: 182017 · Very Low: 32018 · Top: 3672018 · Good: 7732018 · Average: 2682018 · Low: 692018 · Very Low: 372019 · Top: 7702019 · Good: 1,5112019 · Average: 7282019 · Low: 2562019 · Very Low: 1512020 · Top: 2082020 · Good: 4752020 · Average: 4422020 · Low: 2402020 · Very Low: 1192021 · Top: 1,1102021 · Good: 1,8662021 · Average: 1,0382021 · Low: 5972021 · Very Low: 2652022 · Top: 1,0312022 · Good: 2,2122022 · Average: 9542022 · Low: 5382022 · Very Low: 2562023 · Top: 5712023 · Good: 1,1792023 · Average: 4882023 · Low: 4052023 · Very Low: 2032024 · Top: 1,0852024 · Good: 2,5452024 · Average: 2,3702024 · Low: 9922024 · Very Low: 2392025 · Top: 1,0772025 · Good: 5,0612025 · Average: 2,2992025 · Low: 8912025 · Very Low: 2492026 · Top: 6332026 · Good: 2,4292026 · Average: 1,7312026 · Low: 1662026 · Very Low: 3620072012201720212026Current final QC classifications by photograph yearCounts by photograph year. Exact values are available in the data table after this chart.02,0004,0006,0008,00010,0002007 · Good: 42007 · Average: 12007 · Low: 12007 · Very Low: 42008 · Top: 12008 · Good: 82008 · Average: 142008 · Low: 102008 · Very Low: 142009 · Top: 72009 · Good: 382009 · Average: 622009 · Low: 442009 · Very Low: 192010 · Top: 42010 · Good: 352010 · Average: 802010 · Low: 952010 · Very Low: 512011 · Top: 542011 · Good: 3472011 · Average: 4852011 · Low: 3182011 · Very Low: 1122012 · Top: 1072012 · Good: 4602012 · Average: 4392012 · Low: 1822012 · Very Low: 332013 · Top: 752013 · Good: 1912013 · Average: 972013 · Low: 272013 · Very Low: 112014 · Top: 1432014 · Good: 2802014 · Average: 1122014 · Low: 342014 · Very Low: 82015 · Top: 2272015 · Good: 3352015 · Average: 1032015 · Low: 222015 · Very Low: 52016 · Top: 2722016 · Good: 6372016 · Average: 1712016 · Low: 392016 · Very Low: 162017 · Top: 1542017 · Good: 4552017 · Average: 852017 · Low: 182017 · Very Low: 32018 · Top: 3672018 · Good: 7732018 · Average: 2682018 · Low: 692018 · Very Low: 372019 · Top: 7702019 · Good: 1,5112019 · Average: 7282019 · Low: 2562019 · Very Low: 1512020 · Top: 2082020 · Good: 4752020 · Average: 4422020 · Low: 2402020 · Very Low: 1192021 · Top: 1,1102021 · Good: 1,8662021 · Average: 1,0382021 · Low: 5972021 · Very Low: 2652022 · Top: 1,0312022 · Good: 2,2122022 · Average: 9542022 · Low: 5382022 · Very Low: 2562023 · Top: 5712023 · Good: 1,1792023 · Average: 4882023 · Low: 4052023 · Very Low: 2032024 · Top: 1,0852024 · Good: 2,5452024 · Average: 2,3702024 · Low: 9922024 · Very Low: 2392025 · Top: 1,0772025 · Good: 5,0612025 · Average: 2,2992025 · Low: 8912025 · Very Low: 2492026 · Top: 6332026 · Good: 2,4292026 · Average: 1,7312026 · Low: 1662026 · Very Low: 362007201320202026
View data
Current final QC classifications by photograph year
YearTopGoodAverageLowVery Low
200704114
200818141014
2009738624419
2010435809551
201154347485318112
201210746043918233
201375191972711
2014143280112348
2015227335103225
20162726371713916
201715445585183
20183677732686937
20197701,511728256151
2020208475442240119
20211,1101,8661,038597265
20221,0312,212954538256
20235711,179488405203
20241,0852,5452,370992239
20251,0775,0612,299891249
20266332,4291,73116636