astroaure.bsky.social
+3
-3
README.md
+3
-3
README.md
···
10
10
11
11
## Observations statistics
12
12
13
-
* Total number of observations: 5513
14
-
* Total exposure time: 303715s = 84h 21m 55s
13
+
* Total number of observations: 5528
14
+
* Total exposure time: 305515s = 84h 51m 55s
15
15
16
16
| Target | Total time (s) | Observations | RA (deg) | DEC (deg) | First | Last |
17
17
|------------------|------------------|----------------|------------|-------------|------------|------------|
···
26
26
| M 12 | 4710.00 | 107 | 251.82 | -1.93 | 2025-08-11 | 2025-08-11 |
27
27
| M 27 | 17070.00 | 433 | 299.90 | 22.72 | 2025-07-09 | 2025-07-10 |
28
28
| M 3 | 13485.00 | 459 | 205.55 | 28.38 | 2024-03-06 | 2025-04-11 |
29
-
| M 51 | 20730.00 | 261 | 202.48 | 47.20 | 2025-04-04 | 2025-04-05 |
29
+
| M 51 | 22530.00 | 276 | 202.47 | 47.20 | 2025-04-04 | 2025-08-22 |
30
30
| M 63 | 16980.00 | 181 | 198.95 | 42.03 | 2025-05-14 | 2025-05-15 |
31
31
| M 81 | 7740.00 | 69 | 148.89 | 69.07 | 2025-04-07 | 2025-04-07 |
32
32
| M 82 | 9000.00 | 105 | 148.87 | 69.66 | 2025-04-11 | 2025-04-11 |
+15
data/database.csv
+15
data/database.csv
···
5512
5512
2025-08-11T21-30-28_M 12_LIGHT-R_-9.50_ZWO ASI1600MM Pro_60.00s_139_1x1_0017.fits,2025-08-11T21:30:28.040,M 12,R,60.0,251.8170192688,-1.931386973965,251.53136298629036,-1.562496978243331,252.09410808628934,-1.555711856451838,252.10279961065095,-2.3002289775342595,251.53980789816669,-2.3070169345710148,RA---TAN,DEC--TAN,251.8170192688,-1.931386973965,2328.5,1760.5,1.839647100766e-06,0.0001598616490608,-0.0001599437162222,1.928569011308e-06,4656,3520
5513
5513
2025-08-11T21-31-28_M 12_LIGHT-R_-9.50_ZWO ASI1600MM Pro_60.00s_139_1x1_0018.fits,2025-08-11T21:31:28.681,M 12,R,60.0,251.8169203678,-1.931461567339,251.53125885088068,-1.562605939038932,252.094078158359,-1.5557502706715587,252.10270593956724,-2.3002691998781333,251.53963997704676,-2.307127682870608,RA---TAN,DEC--TAN,251.8169203678,-1.931461567339,2328.5,1760.5,1.825956433474e-06,0.0001598827242599,-0.000159944102967,1.948615080179e-06,4656,3520
5514
5514
2025-08-11T21-32-29_M 12_LIGHT-R_-9.50_ZWO ASI1600MM Pro_60.00s_139_1x1_0019.fits,2025-08-11T21:32:29.290,M 12,R,60.0,251.8166881688,-1.931302206547,251.53096361809943,-1.5623310048830685,252.09378210962413,-1.5555889885669532,252.1025368303589,-2.3002253952172707,251.53947166551728,-2.3069702679278032,RA---TAN,DEC--TAN,251.8166881688,-1.931302206547,2328.5,1760.5,1.853209308077e-06,0.0001598825101315,-0.0001599693456439,1.916321434311e-06,4656,3520
5515
+
2025-08-22T20-29-05_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0000.fits,2025-08-22T20:29:05.522,M 51,L,120.0,202.4633605559,47.19075474069,202.09287888470425,47.58368171430331,202.92345737679895,47.537716384329684,202.82838873048567,46.796651048234274,202.00925586843644,46.84197512742561,RA---TAN,DEC--TAN,202.4633605559,47.19075474069,2328.5,1760.5,-1.304390499329e-05,0.0001592843437426,-0.0001592729537959,-1.297063171275e-05,4656,3520
5516
+
2025-08-22T20-31-08_M51_SNAPSHOT-L_-10.50_ZWO ASI1600MM Pro_120.00s_139_1x1_0001.fits,2025-08-22T20:31:08.118,M 51,L,120.0,202.4628746731,47.19049583332,202.09238028511393,47.58336685997353,202.92285150616874,47.53743751677267,202.8279161954502,46.79644800358794,202.00888800729552,46.84173712546745,RA---TAN,DEC--TAN,202.4628746731,47.19049583332,2328.5,1760.5,-1.302469228353e-05,0.0001592646573453,-0.0001592565525023,-1.296055268763e-05,4656,3520
5517
+
2025-08-22T20-33-08_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0002.fits,2025-08-22T20:33:08.835,M 51,L,120.0,202.4618752505,47.19062425128,202.0914375459435,47.58352954866049,202.92194988599925,47.537605363578926,202.82686043042474,46.79654251287773,202.00779276396628,46.84182534526007,RA---TAN,DEC--TAN,202.4618752505,47.19062425128,2328.5,1760.5,-1.304704392066e-05,0.0001592720530679,-0.0001592724301494,-1.295892398283e-05,4656,3520
5518
+
2025-08-22T20-35-09_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0003.fits,2025-08-22T20:35:09.551,M 51,L,120.0,202.4615067899,47.19073175843,202.09096864269273,47.58362153730049,202.9215789987304,47.53771143276539,202.82659112281692,46.796664900201876,202.00742669606032,46.8419343100628,RA---TAN,DEC--TAN,202.4615067899,47.19073175843,2328.5,1760.5,-1.303209672409e-05,0.0001592905372312,-0.0001592688546398,-1.295501720574e-05,4656,3520
5519
+
2025-08-22T20-37-10_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0004.fits,2025-08-22T20:37:10.436,M 51,L,120.0,202.4613919466,47.19035989707,202.0908717444252,47.583255280714184,202.92147125678372,47.5373519406447,202.8264585927463,46.79628754692602,202.00730497855443,46.84155002207829,RA---TAN,DEC--TAN,202.4613919466,47.19035989707,2328.5,1760.5,-1.303580888507e-05,0.0001592895621424,-0.0001592727100764,-1.29530702928e-05,4656,3520
5520
+
2025-08-22T20-39-11_M51_SNAPSHOT-L_-10.50_ZWO ASI1600MM Pro_120.00s_139_1x1_0005.fits,2025-08-22T20:39:11.370,M 51,L,120.0,202.4616624301,47.19046839773,202.09110088218017,47.58335473284226,202.92170650649913,47.53746014888781,202.8267699155789,46.796404833441905,202.00761025216445,46.84165909416228,RA---TAN,DEC--TAN,202.4616624301,47.19046839773,2328.5,1760.5,-1.302467192121e-05,0.0001592904106224,-0.0001592707015624,-1.295065985218e-05,4656,3520
5521
+
2025-08-22T20-41-12_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0006.fits,2025-08-22T20:41:12.172,M 51,L,120.0,202.4613196573,47.19042207124,202.09073081102082,47.58326396236257,202.92137285771744,47.53740934676658,202.8264546585097,46.796402775344326,202.00725838856224,46.84161717063931,RA---TAN,DEC--TAN,202.4613196573,47.19042207124,2328.5,1760.5,-1.302201129282e-05,0.0001592976020355,-0.0001592602188231,-1.293931605405e-05,4656,3520
5522
+
2025-08-22T20-43-12_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0007.fits,2025-08-22T20:43:12.947,M 51,L,120.0,202.4610543689,47.19024276848,202.09048111674312,47.5830972682296,202.92108963350688,47.5372427759699,202.8261738666453,46.79621096292801,202.00701098165115,46.84142527748658,RA---TAN,DEC--TAN,202.4610543689,47.19024276848,2328.5,1760.5,-1.302171067226e-05,0.0001592916786544,-0.0001592656367581,-1.293928710464e-05,4656,3520
5523
+
2025-08-22T20-45-13_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0008.fits,2025-08-22T20:45:13.767,M 51,L,120.0,202.4611929089,47.18995279043,202.09058838491293,47.58279803990197,202.92117386046337,47.53693147609884,202.8263433991304,46.79593003494926,202.00720269843566,46.841157047266705,RA---TAN,DEC--TAN,202.4611929089,47.18995279043,2328.5,1760.5,-1.300939097601e-05,0.0001592881826164,-0.0001592590442061,-1.294280784509e-05,4656,3520
5524
+
2025-08-22T20-47-14_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0009.fits,2025-08-22T20:47:14.465,M 51,L,120.0,202.4615666913,47.18982639215,202.09100522901065,47.58269442908537,202.92161702890635,47.536859696611394,202.82667446584344,46.795781123358225,202.00750891136275,46.840975484996854,RA---TAN,DEC--TAN,202.4615666913,47.18982639215,2328.5,1760.5,-1.302567961667e-05,0.0001592935024007,-0.0001592757033918,-1.293364375106e-05,4656,3520
5525
+
2025-08-22T20-49-15_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0010.fits,2025-08-22T20:49:15.227,M 51,L,120.0,202.4619585851,47.18972967043,202.0913333319992,47.58256794746764,202.921999883054,47.53675502471809,202.82712963671608,46.79571375451019,202.00790957027445,46.84088678378191,RA---TAN,DEC--TAN,202.4619585851,47.18972967043,2328.5,1760.5,-1.301512832864e-05,0.0001593043434885,-0.0001592676385356,-1.292751437691e-05,4656,3520
5526
+
2025-08-22T20-51-15_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0011.fits,2025-08-22T20:51:15.950,M 51,L,120.0,202.4619077674,47.19015865068,202.091292604407,47.58298392921714,202.9218882118995,47.53719426982508,202.82706897541516,46.79615579841598,202.00791907427103,46.841305983116555,RA---TAN,DEC--TAN,202.4619077674,47.19015865068,2328.5,1760.5,-1.300763262974e-05,0.0001592894304779,-0.0001592669915408,-1.292096335662e-05,4656,3520
5527
+
2025-08-22T20-53-16_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0012.fits,2025-08-22T20:53:16.816,M 51,L,120.0,202.4613340441,47.1904238086,202.09066757424762,47.58327454304341,202.92137199359033,47.53747824038399,202.82654540109849,46.79639517649941,202.00728897606191,46.8415518768566,RA---TAN,DEC--TAN,202.4613340441,47.1904238086,2328.5,1760.5,-1.300847485763e-05,0.0001593094257466,-0.0001592765864537,-1.292283302661e-05,4656,3520
5528
+
2025-08-22T20-55-17_M51_SNAPSHOT-L_-10.50_ZWO ASI1600MM Pro_120.00s_139_1x1_0013.fits,2025-08-22T20:55:17.611,M 51,L,120.0,202.4612067895,47.19037791388,202.09054795274693,47.58321439408354,202.92126570691516,47.53745674015003,202.82641083094794,46.79636358372543,202.00714143594982,46.84148142338163,RA---TAN,DEC--TAN,202.4612067895,47.19037791388,2328.5,1760.5,-1.301258789258e-05,0.0001593121032797,-0.0001592787776269,-1.291181890569e-05,4656,3520
5529
+
2025-08-22T20-57-18_M51_SNAPSHOT-L_-10.00_ZWO ASI1600MM Pro_120.00s_139_1x1_0014.fits,2025-08-22T20:57:18.325,M 51,L,120.0,202.4611185346,47.19017658404,202.0905209383454,47.58302898998334,202.92117024074815,47.53725451340197,202.8262620584644,46.796146717268016,202.0070602405786,46.841281046222804,RA---TAN,DEC--TAN,202.4611185346,47.19017658404,2328.5,1760.5,-1.302048320611e-05,0.0001592995730358,-0.0001592819579398,-1.291655171736e-05,4656,3520
+9
-9
footprint_calc.ipynb
+9
-9
footprint_calc.ipynb
···
86
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},
87
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{
88
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"cell_type": "code",
89
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"execution_count": 3,
89
+
"execution_count": null,
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"id": "a71bc996",
91
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"metadata": {},
92
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"outputs": [],
···
95
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"# main_folder = \"P:\\\\Aurélien\\\\Astronomie\\\\Astrophoto\\\\01-Ciel profond\\\\NGC7331-SN2025rbs_2025-07-24_RC6_ASI1600MM_LRGB\"\n",
96
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"# main_folder = \"P:\\\\Aurélien\\\\Astronomie\\\\Astrophoto\\\\04-Exoplanetes\\\\HAT-P-18b_2025-05-16_RC6_ASI1600MM_R_180s\"\n",
97
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"# main_folder = \"P:\\\\Aurélien\\\\Astronomie\\\\Astrophoto\\\\05-Asteroides\\\\3I-ATLAS_2025-07-24_RC6_ASI1600MM_L_300s\"\n",
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"main_folder = \"C:/Users/aurel/Desktop/Astro/2-Pilotage/N.I.N.A Images/2025-08-11/M 12\"\n",
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"main_folder = \"C:/Users/aurel/Desktop/Astro/2-Pilotage/N.I.N.A Images\"\n",
99
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"filename_template = \"*LIGHT*ASI1600MM*.fits\""
100
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]
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},
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{
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"cell_type": "code",
104
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"execution_count": 4,
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"execution_count": 5,
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"id": "77b5db98",
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"metadata": {},
107
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"outputs": [
···
109
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"name": "stdout",
110
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"output_type": "stream",
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"text": [
112
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"141 images found\n"
112
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"15 images found\n"
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]
114
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}
115
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],
···
253
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},
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{
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"cell_type": "code",
256
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"execution_count": 12,
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"execution_count": 6,
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"id": "692133f5",
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"metadata": {},
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"outputs": [],
···
264
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},
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{
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"cell_type": "code",
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"execution_count": 13,
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"execution_count": 9,
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"id": "592cf0a1",
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"metadata": {},
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"outputs": [
···
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"name": "stderr",
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"output_type": "stream",
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"text": [
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" 0%| | 0/11 [00:00<?, ?it/s]"
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" 0%| | 0/15 [00:00<?, ?it/s]"
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"name": "stderr",
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"output_type": "stream",
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"text": [
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"100%|██████████| 11/11 [00:12<00:00, 1.12s/it]\n"
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"100%|██████████| 15/15 [00:24<00:00, 1.61s/it]\n"
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]
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}
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],
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"source": [
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"saved_list = []\n",
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"# np.random.shuffle(files) # Shuffle the files for random processing\n",
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"for i, file in enumerate(tqdm(files[130:])):\n",
289
+
"for i, file in enumerate(tqdm(files)):\n",
290
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" # Open the image file\n",
291
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" with fits.open(file) as hdul:\n",
292
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" header = hdul[0].header\n",
+21
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footprint_viz.ipynb
+21
-21
footprint_viz.ipynb
···
2
2
"cells": [
3
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{
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"cell_type": "code",
5
-
"execution_count": 2,
5
+
"execution_count": 1,
6
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"id": "7e251f72",
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"metadata": {},
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"outputs": [],
···
20
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},
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{
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"cell_type": "code",
23
-
"execution_count": 5,
23
+
"execution_count": 13,
24
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"id": "4e580faa",
25
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"metadata": {},
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"outputs": [],
···
40
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},
41
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{
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"cell_type": "code",
43
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"execution_count": 6,
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+
"execution_count": 14,
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"id": "a61301a6",
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"metadata": {},
46
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"outputs": [
···
48
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"name": "stdout",
49
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"output_type": "stream",
50
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"text": [
51
-
"Total number of observations: 5513\n",
52
-
"Total exposure time: 303715s = 84h 21m 55s\n"
51
+
"Total number of observations: 5528\n",
52
+
"Total exposure time: 305515s = 84h 51m 55s\n"
53
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]
54
54
}
55
55
],
···
64
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},
65
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{
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"cell_type": "code",
67
-
"execution_count": 7,
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+
"execution_count": 15,
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"id": "d8639118",
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"metadata": {},
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"outputs": [
···
246
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" </tr>\n",
247
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" <tr>\n",
248
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" <th>M 51</th>\n",
249
-
" <td>20730.0</td>\n",
250
-
" <td>261</td>\n",
251
-
" <td>202.475200</td>\n",
252
-
" <td>0.003035</td>\n",
253
-
" <td>47.197251</td>\n",
254
-
" <td>0.004787</td>\n",
249
+
" <td>22530.0</td>\n",
250
+
" <td>276</td>\n",
251
+
" <td>202.474466</td>\n",
252
+
" <td>0.004260</td>\n",
253
+
" <td>47.196874</td>\n",
254
+
" <td>0.004914</td>\n",
255
255
" <td>2025-04-04</td>\n",
256
-
" <td>2025-04-05</td>\n",
256
+
" <td>2025-08-22</td>\n",
257
257
" </tr>\n",
258
258
" <tr>\n",
259
259
" <th>M 63</th>\n",
···
395
395
"M 12 4710.0 107 251.816589 0.001971 -1.927651 0.004769 \n",
396
396
"M 27 17070.0 433 299.900746 0.004368 22.720208 0.003076 \n",
397
397
"M 3 13485.0 459 205.548879 0.016714 28.375097 0.019616 \n",
398
-
"M 51 20730.0 261 202.475200 0.003035 47.197251 0.004787 \n",
398
+
"M 51 22530.0 276 202.474466 0.004260 47.196874 0.004914 \n",
399
399
"M 63 16980.0 181 198.953536 0.006125 42.027436 0.002494 \n",
400
400
"M 81 7740.0 69 148.892783 0.007024 69.066432 0.001888 \n",
401
401
"M 82 9000.0 105 148.866637 0.009330 69.661785 0.003611 \n",
···
422
422
"M 12 2025-08-11 2025-08-11 \n",
423
423
"M 27 2025-07-09 2025-07-10 \n",
424
424
"M 3 2024-03-06 2025-04-11 \n",
425
-
"M 51 2025-04-04 2025-04-05 \n",
425
+
"M 51 2025-04-04 2025-08-22 \n",
426
426
"M 63 2025-05-14 2025-05-15 \n",
427
427
"M 81 2025-04-07 2025-04-07 \n",
428
428
"M 82 2025-04-11 2025-04-11 \n",
···
436
436
"TOI-2154b 2025-03-27 2025-03-27 "
437
437
]
438
438
},
439
-
"execution_count": 7,
439
+
"execution_count": 15,
440
440
"metadata": {},
441
441
"output_type": "execute_result"
442
442
}
···
451
451
},
452
452
{
453
453
"cell_type": "code",
454
-
"execution_count": 8,
454
+
"execution_count": 16,
455
455
"id": "a2b404e9",
456
456
"metadata": {},
457
457
"outputs": [],
···
484
484
},
485
485
{
486
486
"cell_type": "code",
487
-
"execution_count": 9,
487
+
"execution_count": 17,
488
488
"id": "b916a131",
489
489
"metadata": {},
490
490
"outputs": [],
···
502
502
},
503
503
{
504
504
"cell_type": "code",
505
-
"execution_count": 10,
505
+
"execution_count": 18,
506
506
"id": "b8ac19bc",
507
507
"metadata": {},
508
508
"outputs": [],
···
518
518
},
519
519
{
520
520
"cell_type": "code",
521
-
"execution_count": 11,
521
+
"execution_count": 19,
522
522
"id": "1e619707",
523
523
"metadata": {},
524
524
"outputs": [
···
563
563
},
564
564
{
565
565
"cell_type": "code",
566
-
"execution_count": 12,
566
+
"execution_count": 20,
567
567
"id": "88120ab7",
568
568
"metadata": {},
569
569
"outputs": [