peaklist
Example data for `MetNet`: data input
Bundled with MetNet · exported, loads via data()
Class
data.frame
Dimensions
5,067 × 122
Missing
0
Format
rda · gzip
version 2 · 3.4 MB
File
data/peaklist_example.RData
Fingerprint
30ea46a4
Format documented
Yes
Source
Internal peaklist from metabolite profiling of Nicotiana species after W+OS and MeJA treatment. The data was processed by `xcms` and `CAMERA` scripts. All unncessary information is removed, keeping only the columns "mz", "rt" and the respective columns containing the intensity values. All row entries with retention time < 103 s and > 440 s were removed. Entries with m/z values < 250 and > 1200 were removed as well as entries with m/z values between 510 and 600 to reduce the file size.
About this object
Equal-length columns presented as a table, R's standard rectangular format. R object catalogue
Declared attributes
Row names
Yes
Columns
Column
Type
Distinct
Missing
Summary
numeric5,0670250.064 – 1219.66mean 755.7
Min.
250.064
1st Qu.
494.374
Median
806.565
Mean
755.745
3rd Qu.
964.316
Max.
1219.66
Std. dev
268.479
Skewness
-0.2915
Kurtosis
-1.103
numeric4,4320103.555 – 440mean 323.8
Min.
103.555
1st Qu.
250.257
Median
332.325
Mean
323.803
3rd Qu.
398.482
Max.
440
Std. dev
81.4806
Skewness
-0.3169
Kurtosis
-1.129
numeric3,39900 – 362451mean 371.7
Min.
0
1st Qu.
0
Median
8.4212
Mean
371.686
3rd Qu.
54.5698
Max.
362451
Std. dev
5957.86
Skewness
48.43
Kurtosis
2767
Zeros
1,669
Outliers
8010 low · 801 high
numeric3,54200 – 815877mean 685.8
Min.
0
1st Qu.
0
Median
13.1136
Mean
685.811
3rd Qu.
93.9093
Max.
815877
Std. dev
12638.9
Skewness
55.54
Kurtosis
3462
Zeros
1,524
Outliers
8650 low · 865 high
numeric3,56800 – 607721mean 533
Min.
0
1st Qu.
0
Median
12.9669
Mean
532.995
3rd Qu.
83.6476
Max.
607721
Std. dev
9560.74
Skewness
53.62
Kurtosis
3265
Zeros
1,500
Outliers
8330 low · 833 high
numeric3,80400 – 270231mean 817.9
Min.
0
1st Qu.
0.033
Median
20.66
Mean
817.852
3rd Qu.
153.105
Max.
270231
Std. dev
7307.28
Skewness
23.53
Kurtosis
685.2
Zeros
1,263
Outliers
8610 low · 861 high
numeric3,34300 – 180536mean 246.8
Min.
0
1st Qu.
0
Median
7.4374
Mean
246.84
3rd Qu.
49.5106
Max.
180536
Std. dev
3208.53
Skewness
41.33
Kurtosis
2102
Zeros
1,724
Outliers
7610 low · 761 high
numeric3,44900 – 650838mean 609.7
Min.
0
1st Qu.
0
Median
12.4263
Mean
609.75
3rd Qu.
117.41
Max.
650838
Std. dev
10030.5
Skewness
56.08
Kurtosis
3525
Zeros
1,617
Outliers
8490 low · 849 high
numeric3,59200 – 565576mean 607.7
Min.
0
1st Qu.
0
Median
15.0861
Mean
607.673
3rd Qu.
121.654
Max.
565576
Std. dev
8919.91
Skewness
52.65
Kurtosis
3215
Zeros
1,474
Outliers
7960 low · 796 high
numeric3,81600 – 350634mean 819.9
Min.
0
1st Qu.
0.1243
Median
24.5795
Mean
819.911
3rd Qu.
192.018
Max.
350634
Std. dev
8035.87
Skewness
29.42
Kurtosis
1080
Zeros
1,251
Outliers
7760 low · 776 high
numeric3,72600 – 304979mean 877.9
Min.
0
1st Qu.
0
Median
24.3234
Mean
877.948
3rd Qu.
219.051
Max.
304979
Std. dev
7502.36
Skewness
24.29
Kurtosis
759.1
Zeros
1,342
Outliers
7860 low · 786 high
numeric3,64600 – 472725mean 450.9
Min.
0
1st Qu.
0
Median
14.2787
Mean
450.901
3rd Qu.
91.9667
Max.
472725
Std. dev
7336.27
Skewness
54.93
Kurtosis
3425
Zeros
1,420
Outliers
8080 low · 808 high
numeric4,14000 – 303209mean 720
Min.
0
1st Qu.
4.1969
Median
32.4217
Mean
719.97
3rd Qu.
179.663
Max.
303209
Std. dev
6183.9
Skewness
30.45
Kurtosis
1271
Zeros
927
Outliers
7610 low · 761 high
numeric4,12700 – 353495mean 850
Min.
0
1st Qu.
5.1477
Median
39.9245
Mean
850.043
3rd Qu.
233.066
Max.
353495
Std. dev
7065.24
Skewness
31.13
Kurtosis
1340
Zeros
940
Outliers
7590 low · 759 high
numeric3,90300 – 127732mean 439.9
Min.
0
1st Qu.
1.3083
Median
21.1593
Mean
439.882
3rd Qu.
99.5874
Max.
127732
Std. dev
3420.96
Skewness
21.56
Kurtosis
606
Zeros
1,163
Outliers
7850 low · 785 high
numeric3,68900 – 686875mean 718.2
Min.
0
1st Qu.
0
Median
15.8122
Mean
718.198
3rd Qu.
96.9624
Max.
686875
Std. dev
10862.8
Skewness
52.41
Kurtosis
3184
Zeros
1,378
Outliers
8600 low · 860 high
numeric3,85400 – 125583mean 521.9
Min.
0
1st Qu.
0.5884
Median
21.3425
Mean
521.929
3rd Qu.
112.903
Max.
125583
Std. dev
3867.8
Skewness
18.49
Kurtosis
432.6
Zeros
1,213
Outliers
8160 low · 816 high
numeric4,50300 – 593385mean 3799
Min.
0
1st Qu.
25.5296
Median
279.827
Mean
3799.17
3rd Qu.
1394.48
Max.
593385
Std. dev
20518.1
Skewness
16.73
Kurtosis
380.2
Zeros
564
Outliers
7210 low · 721 high
numeric4,47900 – 919275mean 3822
Min.
0
1st Qu.
24.7356
Median
240.159
Mean
3821.81
3rd Qu.
1383.08
Max.
919275
Std. dev
21389.7
Skewness
21.39
Kurtosis
731.9
Zeros
589
Outliers
7410 low · 741 high
numeric4,06500 – 232162mean 1257
Min.
0
1st Qu.
4.1254
Median
51.24
Mean
1256.76
3rd Qu.
418.153
Max.
232162
Std. dev
6585.73
Skewness
16.3
Kurtosis
405.7
Zeros
1,003
Outliers
7680 low · 768 high
numeric4,24200 – 611220mean 1548
Min.
0
1st Qu.
7.8031
Median
77.1782
Mean
1547.75
3rd Qu.
560.726
Max.
611220
Std. dev
11377.3
Skewness
34.64
Kurtosis
1680
Zeros
826
Outliers
7240 low · 724 high
numeric4,41500 – 331761mean 2180
Min.
0
1st Qu.
14.6558
Median
139.409
Mean
2179.66
3rd Qu.
780.557
Max.
331761
Std. dev
12564.9
Skewness
16.82
Kurtosis
365
Zeros
653
Outliers
6970 low · 697 high
numeric3,74800 – 131509mean 370.7
Min.
0
1st Qu.
0
Median
16.4293
Mean
370.731
3rd Qu.
89.7537
Max.
131509
Std. dev
3188.58
Skewness
26.49
Kurtosis
881.7
Zeros
1,319
Outliers
8040 low · 804 high
numeric3,78400 – 452814mean 741.2
Min.
0
1st Qu.
0
Median
20.384
Mean
741.228
3rd Qu.
147.135
Max.
452814
Std. dev
8281.56
Skewness
37.43
Kurtosis
1833
Zeros
1,284
Outliers
7990 low · 799 high
numeric3,92500 – 580992mean 1474
Min.
0
1st Qu.
1.5587
Median
32.3757
Mean
1473.74
3rd Qu.
281.894
Max.
580992
Std. dev
13421.9
Skewness
26.64
Kurtosis
933.9
Zeros
1,143
Outliers
8150 low · 815 high
numeric3,61000 – 71892.7mean 220.8
Min.
0
1st Qu.
0
Median
12.848
Mean
220.81
3rd Qu.
63.9765
Max.
71892.7
Std. dev
1871.23
Skewness
24.64
Kurtosis
732.2
Zeros
1,457
Outliers
7490 low · 749 high
numeric3,76700 – 211002mean 607.5
Min.
0
1st Qu.
0
Median
17.6848
Mean
607.518
3rd Qu.
107.96
Max.
211002
Std. dev
5349.72
Skewness
23.84
Kurtosis
728.8
Zeros
1,301
Outliers
8160 low · 816 high
numeric3,69600 – 147603mean 582.5
Min.
0
1st Qu.
0
Median
18.9747
Mean
582.488
3rd Qu.
142.411
Max.
147603
Std. dev
4737.26
Skewness
21.33
Kurtosis
552.7
Zeros
1,372
Outliers
8140 low · 814 high
numeric3,83800 – 641246mean 1058
Min.
0
1st Qu.
0.3773
Median
27.3154
Mean
1057.67
3rd Qu.
264.712
Max.
641246
Std. dev
12160.6
Skewness
37.1
Kurtosis
1712
Zeros
1,230
Outliers
7420 low · 742 high
numeric3,79500 – 165824mean 561
Min.
0
1st Qu.
0
Median
23.7372
Mean
560.992
3rd Qu.
164.087
Max.
165824
Std. dev
4414.34
Skewness
22.23
Kurtosis
622.7
Zeros
1,273
Outliers
7830 low · 783 high
numeric3,78800 – 208178mean 770.1
Min.
0
1st Qu.
0
Median
26.3481
Mean
770.13
3rd Qu.
232.743
Max.
208178
Std. dev
5903.12
Skewness
22.28
Kurtosis
612.5
Zeros
1,280
Outliers
7540 low · 754 high
numeric3,79300 – 142850mean 531.2
Min.
0
1st Qu.
0
Median
22.6964
Mean
531.155
3rd Qu.
140.147
Max.
142850
Std. dev
3862.07
Skewness
21.06
Kurtosis
578.6
Zeros
1,275
Outliers
8160 low · 816 high
numeric3,68600 – 224523mean 267.5
Min.
0
1st Qu.
0
Median
12.9816
Mean
267.499
3rd Qu.
59.8197
Max.
224523
Std. dev
3736.68
Skewness
47.1
Kurtosis
2640
Zeros
1,382
Outliers
7290 low · 729 high
numeric3,62000 – 346631mean 344.8
Min.
0
1st Qu.
0
Median
13.6909
Mean
344.781
3rd Qu.
66.4985
Max.
346631
Std. dev
5486.49
Skewness
52.61
Kurtosis
3181
Zeros
1,447
Outliers
7380 low · 738 high
numeric3,47900 – 523053mean 359.1
Min.
0
1st Qu.
0
Median
9.7581
Mean
359.077
3rd Qu.
48.365
Max.
523053
Std. dev
7938.97
Skewness
58.54
Kurtosis
3748
Zeros
1,589
Outliers
7670 low · 767 high
numeric3,51100 – 386370mean 310.6
Min.
0
1st Qu.
0
Median
11.0104
Mean
310.564
3rd Qu.
51.7855
Max.
386370
Std. dev
5952.77
Skewness
56.14
Kurtosis
3528
Zeros
1,555
Outliers
7330 low · 733 high
numeric3,44600 – 54294.4mean 120.2
Min.
0
1st Qu.
0
Median
8.9906
Mean
120.193
3rd Qu.
40.6489
Max.
54294.4
Std. dev
1093.31
Skewness
33.79
Kurtosis
1417
Zeros
1,621
Outliers
6430 low · 643 high
numeric2,71400 – 159319mean 263.4
Min.
0
1st Qu.
0
Median
1.1678
Mean
263.409
3rd Qu.
33.3671
Max.
159319
Std. dev
3164.06
Skewness
36.73
Kurtosis
1609
Zeros
2,353
Outliers
8630 low · 863 high
numeric2,84000 – 663284mean 512.7
Min.
0
1st Qu.
0
Median
2.5129
Mean
512.697
3rd Qu.
53.954
Max.
663284
Std. dev
10192.3
Skewness
56.61
Kurtosis
3568
Zeros
2,228
Outliers
8840 low · 884 high
numeric2,68600 – 470607mean 419.4
Min.
0
1st Qu.
0
Median
1.0182
Mean
419.423
3rd Qu.
33.6874
Max.
470607
Std. dev
7511.49
Skewness
51.78
Kurtosis
3087
Zeros
2,382
Outliers
9180 low · 918 high
numeric2,74600 – 436542mean 404.5
Min.
0
1st Qu.
0
Median
1.6125
Mean
404.546
3rd Qu.
42.1398
Max.
436542
Std. dev
6991.62
Skewness
51.41
Kurtosis
3050
Zeros
2,322
Outliers
9170 low · 917 high
numeric2,87100 – 140780mean 404
Min.
0
1st Qu.
0
Median
3.7789
Mean
404.014
3rd Qu.
85.6891
Max.
140780
Std. dev
3083.4
Skewness
29.07
Kurtosis
1119
Zeros
2,196
Outliers
8850 low · 885 high
numeric3,41200 – 180556mean 584.8
Min.
0
1st Qu.
0
Median
13.7829
Mean
584.801
3rd Qu.
159.478
Max.
180556
Std. dev
4439.2
Skewness
23.9
Kurtosis
761.9
Zeros
1,654
Outliers
8220 low · 822 high
numeric3,20100 – 110948mean 408.5
Min.
0
1st Qu.
0
Median
7.278
Mean
408.527
3rd Qu.
98.9482
Max.
110948
Std. dev
3130.83
Skewness
23.52
Kurtosis
710.4
Zeros
1,866
Outliers
8580 low · 858 high
numeric3,32800 – 146721mean 491.8
Min.
0
1st Qu.
0
Median
11.1662
Mean
491.796
3rd Qu.
136.516
Max.
146721
Std. dev
3622.75
Skewness
24.17
Kurtosis
771.1
Zeros
1,740
Outliers
8390 low · 839 high
numeric3,45500 – 229614mean 627.9
Min.
0
1st Qu.
0
Median
14.6633
Mean
627.916
3rd Qu.
168.164
Max.
229614
Std. dev
5111.86
Skewness
27.61
Kurtosis
1023
Zeros
1,612
Outliers
7830 low · 783 high
numeric3,38600 – 189534mean 607.4
Min.
0
1st Qu.
0
Median
13.5051
Mean
607.408
3rd Qu.
170.985
Max.
189534
Std. dev
4850.91
Skewness
25.94
Kurtosis
870.3
Zeros
1,681
Outliers
7940 low · 794 high
numeric4,01400 – 439038mean 1794
Min.
0
1st Qu.
3.3452
Median
80.4949
Mean
1794.14
3rd Qu.
593.548
Max.
439038
Std. dev
11401.3
Skewness
21.05
Kurtosis
628.8
Zeros
1,053
Outliers
7230 low · 723 high
numeric3,64400 – 271030mean 870.8
Min.
0
1st Qu.
0
Median
29.5685
Mean
870.799
3rd Qu.
285.736
Max.
271030
Std. dev
6185.68
Skewness
24.89
Kurtosis
868.5
Zeros
1,423
Outliers
7290 low · 729 high
numeric3,80100 – 252382mean 1177
Min.
0
1st Qu.
0.0128
Median
43.3397
Mean
1177.19
3rd Qu.
365.757
Max.
252382
Std. dev
7206.49
Skewness
18
Kurtosis
459
Zeros
1,266
Outliers
7730 low · 773 high
numeric4,29000 – 883124mean 3113
Min.
0
1st Qu.
15.5662
Median
205.743
Mean
3112.93
3rd Qu.
1069.7
Max.
883124
Std. dev
19807.6
Skewness
23.88
Kurtosis
864.3
Zeros
778
Outliers
7010 low · 701 high
numeric4,00600 – 261668mean 1590
Min.
0
1st Qu.
2.818
Median
87.4052
Mean
1590.4
3rd Qu.
595.313
Max.
261668
Std. dev
8781.06
Skewness
15.84
Kurtosis
344.7
Zeros
1,061
Outliers
6930 low · 693 high
numeric3,49500 – 218078mean 740.8
Min.
0
1st Qu.
0
Median
18.0366
Mean
740.787
3rd Qu.
201.872
Max.
218078
Std. dev
5244.38
Skewness
22.77
Kurtosis
733.6
Zeros
1,571
Outliers
8320 low · 832 high
numeric3,91700 – 311687mean 1578
Min.
0
1st Qu.
1.6828
Median
75.2096
Mean
1577.57
3rd Qu.
571.606
Max.
311687
Std. dev
9053.01
Skewness
16.51
Kurtosis
392.7
Zeros
1,151
Outliers
7010 low · 701 high
numeric3,24500 – 113246mean 368.4
Min.
0
1st Qu.
0
Median
8.4024
Mean
368.405
3rd Qu.
95.1138
Max.
113246
Std. dev
2514.77
Skewness
24.81
Kurtosis
910.6
Zeros
1,822
Outliers
8350 low · 835 high
numeric3,81400 – 210327mean 1185
Min.
0
1st Qu.
0.1166
Median
40.9283
Mean
1185.11
3rd Qu.
408.771
Max.
210327
Std. dev
7001.11
Skewness
16.55
Kurtosis
377
Zeros
1,254
Outliers
7160 low · 716 high
numeric3,16700 – 111626mean 368.6
Min.
0
1st Qu.
0
Median
6.7747
Mean
368.632
3rd Qu.
81.0844
Max.
111626
Std. dev
2938.51
Skewness
24.91
Kurtosis
796.6
Zeros
1,901
Outliers
8470 low · 847 high
numeric4,06300 – 527650mean 1786
Min.
0
1st Qu.
4.3824
Median
101.458
Mean
1786.35
3rd Qu.
639.761
Max.
527650
Std. dev
11620.3
Skewness
25.31
Kurtosis
936.1
Zeros
1,003
Outliers
7300 low · 730 high
numeric4,03200 – 324911mean 1714
Min.
0
1st Qu.
4.2824
Median
104.312
Mean
1714.48
3rd Qu.
669.239
Max.
324911
Std. dev
9562.9
Skewness
18.28
Kurtosis
464.4
Zeros
1,035
Outliers
7150 low · 715 high
numeric3,90200 – 403803mean 1447
Min.
0
1st Qu.
1.2427
Median
72.4258
Mean
1446.95
3rd Qu.
494.584
Max.
403803
Std. dev
9204.05
Skewness
23.82
Kurtosis
835.8
Zeros
1,166
Outliers
7200 low · 720 high
numeric4,09300 – 675635mean 2201
Min.
0
1st Qu.
4.7087
Median
105.019
Mean
2200.78
3rd Qu.
697.852
Max.
675635
Std. dev
14812.9
Skewness
25.34
Kurtosis
951.3
Zeros
974
Outliers
7170 low · 717 high
numeric400 – 2657.28mean 0.7464
Min.
0
1st Qu.
0
Median
0
Mean
0.7464
3rd Qu.
0
Max.
2657.28
Std. dev
38.9904
Skewness
63.66
Kurtosis
4269
Zeros
5,064
numeric2,77500 – 314211mean 395.9
Min.
0
1st Qu.
0
Median
1.949
Mean
395.904
3rd Qu.
42.6996
Max.
314211
Std. dev
5463.87
Skewness
43.61
Kurtosis
2287
Zeros
2,292
Outliers
9070 low · 907 high
numeric2,89500 – 719515mean 574.6
Min.
0
1st Qu.
0
Median
3.0473
Mean
574.55
3rd Qu.
53.0443
Max.
719515
Std. dev
11161.8
Skewness
55.43
Kurtosis
3446
Zeros
2,171
Outliers
8830 low · 883 high
numeric2,85900 – 372820mean 428.2
Min.
0
1st Qu.
0
Median
2.5905
Mean
428.191
3rd Qu.
44.4152
Max.
372820
Std. dev
6392.82
Skewness
44.89
Kurtosis
2400
Zeros
2,209
Outliers
8830 low · 883 high
numeric2,84900 – 271757mean 372.4
Min.
0
1st Qu.
0
Median
2.458
Mean
372.406
3rd Qu.
46.4012
Max.
271757
Std. dev
4798.88
Skewness
42.02
Kurtosis
2157
Zeros
2,217
Outliers
9070 low · 907 high
numeric2,82700 – 331623mean 413.1
Min.
0
1st Qu.
0
Median
2.576
Mean
413.079
3rd Qu.
50.9236
Max.
331623
Std. dev
5661.87
Skewness
44.78
Kurtosis
2418
Zeros
2,240
Outliers
9070 low · 907 high
numeric3,79300 – 1.62498e+6mean 3755
Min.
0
1st Qu.
0
Median
70.7858
Mean
3755.46
3rd Qu.
869.355
Max.
1.62498e+6
Std. dev
39665.7
Skewness
30.16
Kurtosis
1116
Zeros
1,273
Outliers
7620 low · 762 high
numeric3,70200 – 1.83809e+6mean 3477
Min.
0
1st Qu.
0
Median
81.0902
Mean
3476.72
3rd Qu.
775.366
Max.
1.83809e+6
Std. dev
39597.2
Skewness
31.04
Kurtosis
1196
Zeros
1,365
Outliers
6970 low · 697 high
numeric3,71600 – 1.36482e+6mean 2670
Min.
0
1st Qu.
0
Median
52.8416
Mean
2670
3rd Qu.
569.176
Max.
1.36482e+6
Std. dev
30611.7
Skewness
31.77
Kurtosis
1228
Zeros
1,350
Outliers
7260 low · 726 high
numeric3,76000 – 2.9659e+6mean 4459
Min.
0
1st Qu.
0
Median
91.6524
Mean
4458.73
3rd Qu.
929.58
Max.
2.9659e+6
Std. dev
59924.9
Skewness
36.21
Kurtosis
1561
Zeros
1,307
Outliers
7010 low · 701 high
numeric3,61200 – 1.4665e+6mean 2421
Min.
0
1st Qu.
0
Median
38.6772
Mean
2420.7
3rd Qu.
501.438
Max.
1.4665e+6
Std. dev
30328.5
Skewness
33.97
Kurtosis
1402
Zeros
1,455
Outliers
7270 low · 727 high
numeric3,54000 – 235002mean 1035
Min.
0
1st Qu.
0
Median
21.0303
Mean
1035.35
3rd Qu.
247.291
Max.
235002
Std. dev
7059.4
Skewness
18.75
Kurtosis
455.8
Zeros
1,527
Outliers
8510 low · 851 high
numeric3,22600 – 720384mean 961.9
Min.
0
1st Qu.
0
Median
9.2398
Mean
961.909
3rd Qu.
149.258
Max.
720384
Std. dev
11806.7
Skewness
47.8
Kurtosis
2769
Zeros
1,842
Outliers
8740 low · 874 high
numeric3,41400 – 367393mean 1067
Min.
0
1st Qu.
0
Median
15.3171
Mean
1066.75
3rd Qu.
200.086
Max.
367393
Std. dev
8335.33
Skewness
25.18
Kurtosis
896.4
Zeros
1,653
Outliers
8680 low · 868 high
numeric2,92900 – 328995mean 725.8
Min.
0
1st Qu.
0
Median
3.9108
Mean
725.836
3rd Qu.
69.5497
Max.
328995
Std. dev
7133.78
Skewness
32.03
Kurtosis
1293
Zeros
2,138
Outliers
9160 low · 916 high
numeric2,94400 – 519959mean 744.2
Min.
0
1st Qu.
0
Median
4.0061
Mean
744.225
3rd Qu.
65.5001
Max.
519959
Std. dev
9257.25
Skewness
41.03
Kurtosis
2087
Zeros
2,124
Outliers
9260 low · 926 high
numeric4,34200 – 542780mean 6615
Min.
0
1st Qu.
38.5761
Median
683.367
Mean
6615
3rd Qu.
2956.83
Max.
542780
Std. dev
27287.6
Skewness
10.52
Kurtosis
146.9
Zeros
726
Outliers
7100 low · 710 high
numeric4,11900 – 197236mean 2564
Min.
0
1st Qu.
6.6249
Median
151.292
Mean
2563.94
3rd Qu.
908.636
Max.
197236
Std. dev
11445.4
Skewness
9.595
Kurtosis
115.2
Zeros
948
Outliers
7470 low · 747 high
numeric4,33200 – 749314mean 8095
Min.
0
1st Qu.
40.5799
Median
834.265
Mean
8094.86
3rd Qu.
3551.94
Max.
749314
Std. dev
35815.8
Skewness
11.57
Kurtosis
177.1
Zeros
735
Outliers
6810 low · 681 high
numeric4,29200 – 537160mean 6054
Min.
0
1st Qu.
29.87
Median
598.221
Mean
6054.17
3rd Qu.
2464.45
Max.
537160
Std. dev
26352.7
Skewness
11
Kurtosis
159.6
Zeros
776
Outliers
7270 low · 727 high
numeric4,33600 – 804471mean 9957
Min.
0
1st Qu.
44.8745
Median
902.677
Mean
9956.64
3rd Qu.
4125.56
Max.
804471
Std. dev
42852.1
Skewness
10.55
Kurtosis
142.6
Zeros
731
Outliers
7290 low · 729 high
numeric3,09900 – 338810mean 875.8
Min.
0
1st Qu.
0
Median
6.1275
Mean
875.781
3rd Qu.
140.475
Max.
338810
Std. dev
7955.75
Skewness
25.79
Kurtosis
870.3
Zeros
1,969
Outliers
8900 low · 890 high
numeric2,74200 – 131684mean 195.8
Min.
0
1st Qu.
0
Median
1.4707
Mean
195.81
3rd Qu.
23.9511
Max.
131684
Std. dev
2589.55
Skewness
36.89
Kurtosis
1642
Zeros
2,324
Outliers
8000 low · 800 high
numeric2,79700 – 299192mean 448.2
Min.
0
1st Qu.
0
Median
2.1207
Mean
448.154
3rd Qu.
55.6332
Max.
299192
Std. dev
5316.91
Skewness
40.26
Kurtosis
2054
Zeros
2,270
Outliers
9210 low · 921 high
numeric3,23200 – 1.3411e+6mean 1978
Min.
0
1st Qu.
0
Median
12.1499
Mean
1978.26
3rd Qu.
259.591
Max.
1.3411e+6
Std. dev
24856.8
Skewness
38.55
Kurtosis
1843
Zeros
1,835
Outliers
8920 low · 892 high
numeric3,06800 – 540745mean 875.3
Min.
0
1st Qu.
0
Median
6.2818
Mean
875.261
3rd Qu.
137.62
Max.
540745
Std. dev
10072.5
Skewness
37.06
Kurtosis
1756
Zeros
2,000
Outliers
8900 low · 890 high
numeric3,32300 – 4.0601e+6mean 4386
Min.
0
1st Qu.
0
Median
28.216
Mean
4385.73
3rd Qu.
707.451
Max.
4.0601e+6
Std. dev
82740
Skewness
41.18
Kurtosis
1848
Zeros
1,745
Outliers
7650 low · 765 high
numeric3,23600 – 4.43261e+6mean 4421
Min.
0
1st Qu.
0
Median
16.1004
Mean
4420.9
3rd Qu.
529.834
Max.
4.43261e+6
Std. dev
91122.8
Skewness
40.7
Kurtosis
1796
Zeros
1,832
Outliers
7810 low · 781 high
numeric3,33600 – 5.08238e+6mean 5712
Min.
0
1st Qu.
0
Median
38.9003
Mean
5712.12
3rd Qu.
981.488
Max.
5.08238e+6
Std. dev
105738
Skewness
42.27
Kurtosis
1935
Zeros
1,732
Outliers
7560 low · 756 high
numeric3,27500 – 3.25354e+6mean 3791
Min.
0
1st Qu.
0
Median
17.907
Mean
3790.52
3rd Qu.
602.89
Max.
3.25354e+6
Std. dev
70477.1
Skewness
40.28
Kurtosis
1766
Zeros
1,793
Outliers
7600 low · 760 high
numeric3,32700 – 5.27234e+6mean 5566
Min.
0
1st Qu.
0
Median
38.5999
Mean
5566.45
3rd Qu.
890.584
Max.
5.27234e+6
Std. dev
108864
Skewness
42.16
Kurtosis
1923
Zeros
1,740
Outliers
7640 low · 764 high
numeric2,65500 – 505017mean 454.1
Min.
0
1st Qu.
0
Median
0.9283
Mean
454.136
3rd Qu.
34.7106
Max.
505017
Std. dev
8080.07
Skewness
51.51
Kurtosis
3060
Zeros
2,413
Outliers
9030 low · 903 high
numeric2,60400 – 68230.4mean 185.7
Min.
0
1st Qu.
0
Median
0.4325
Mean
185.719
3rd Qu.
22.9599
Max.
68230.4
Std. dev
1701.51
Skewness
28.54
Kurtosis
992.4
Zeros
2,463
Outliers
9060 low · 906 high
numeric2,64800 – 290902mean 328.8
Min.
0
1st Qu.
0
Median
0.8114
Mean
328.781
3rd Qu.
33.2853
Max.
290902
Std. dev
4809.08
Skewness
47.67
Kurtosis
2703
Zeros
2,419
Outliers
8990 low · 899 high
numeric2,62100 – 257626mean 293.2
Min.
0
1st Qu.
0
Median
0.6276
Mean
293.151
3rd Qu.
31.7704
Max.
257626
Std. dev
4129.3
Skewness
50.71
Kurtosis
3022
Zeros
2,446
Outliers
8970 low · 897 high
numeric2,69700 – 78987.3mean 187.9
Min.
0
1st Qu.
0
Median
1.1056
Mean
187.929
3rd Qu.
27.3508
Max.
78987.3
Std. dev
1768.7
Skewness
29.51
Kurtosis
1079
Zeros
2,370
Outliers
8600 low · 860 high
numeric3,18800 – 480695mean 1159
Min.
0
1st Qu.
0
Median
9.5417
Mean
1159.29
3rd Qu.
262.585
Max.
480695
Std. dev
9681.54
Skewness
31.04
Kurtosis
1308
Zeros
1,879
Outliers
8040 low · 804 high
numeric3,20000 – 337965mean 1080
Min.
0
1st Qu.
0
Median
10.3205
Mean
1079.61
3rd Qu.
232.834
Max.
337965
Std. dev
9107.41
Skewness
25.46
Kurtosis
782.7
Zeros
1,867
Outliers
8280 low · 828 high
numeric3,25700 – 347786mean 1493
Min.
0
1st Qu.
0
Median
15.0945
Mean
1492.81
3rd Qu.
387.27
Max.
347786
Std. dev
10555.4
Skewness
20.97
Kurtosis
553.6
Zeros
1,810
Outliers
7920 low · 792 high
numeric3,28200 – 364748mean 1541
Min.
0
1st Qu.
0
Median
16.6326
Mean
1541.28
3rd Qu.
401.212
Max.
364748
Std. dev
10711.3
Skewness
20.41
Kurtosis
536.1
Zeros
1,786
Outliers
8160 low · 816 high
numeric3,38600 – 746443mean 2101
Min.
0
1st Qu.
0
Median
26.5951
Mean
2100.66
3rd Qu.
478.596
Max.
746443
Std. dev
15613.6
Skewness
28.35
Kurtosis
1141
Zeros
1,681
Outliers
8080 low · 808 high
numeric3,48900 – 230032mean 715.1
Min.
0
1st Qu.
0
Median
15.6144
Mean
715.114
3rd Qu.
175.297
Max.
230032
Std. dev
5490.94
Skewness
24.31
Kurtosis
797.7
Zeros
1,578
Outliers
8340 low · 834 high
numeric3,19300 – 108053mean 375.5
Min.
0
1st Qu.
0
Median
7.4981
Mean
375.523
3rd Qu.
94.9662
Max.
108053
Std. dev
2624.8
Skewness
23.68
Kurtosis
766.6
Zeros
1,875
Outliers
8430 low · 843 high
numeric3,21600 – 174838mean 428.7
Min.
0
1st Qu.
0
Median
6.7298
Mean
428.685
3rd Qu.
99.3812
Max.
174838
Std. dev
3713.59
Skewness
29.55
Kurtosis
1157
Zeros
1,850
Outliers
8610 low · 861 high
numeric3,18800 – 195215mean 482.3
Min.
0
1st Qu.
0
Median
7.1647
Mean
482.262
3rd Qu.
101.778
Max.
195215
Std. dev
4451.39
Skewness
30.14
Kurtosis
1147
Zeros
1,879
Outliers
8450 low · 845 high
numeric3,46300 – 614894mean 894.4
Min.
0
1st Qu.
0
Median
18.8819
Mean
894.424
3rd Qu.
238.289
Max.
614894
Std. dev
10141.2
Skewness
47.06
Kurtosis
2701
Zeros
1,604
Outliers
7670 low · 767 high
numeric4,45600 – 2.18118e+6mean 6612
Min.
0
1st Qu.
52.8544
Median
567.38
Mean
6612.23
3rd Qu.
2345.97
Max.
2.18118e+6
Std. dev
49085.7
Skewness
28.89
Kurtosis
1067
Zeros
608
Outliers
7130 low · 713 high
numeric4,43200 – 1.96487e+6mean 4352
Min.
0
1st Qu.
33.1808
Median
332.379
Mean
4352.36
3rd Qu.
1459.29
Max.
1.96487e+6
Std. dev
37778.8
Skewness
34.82
Kurtosis
1581
Zeros
636
Outliers
6850 low · 685 high
numeric4,35200 – 1.72948e+6mean 4705
Min.
0
1st Qu.
27.3454
Median
385.651
Mean
4704.87
3rd Qu.
1728.53
Max.
1.72948e+6
Std. dev
35006
Skewness
30.87
Kurtosis
1301
Zeros
714
Outliers
6750 low · 675 high
numeric4,44900 – 1.81152e+6mean 5594
Min.
0
1st Qu.
41.2304
Median
460.938
Mean
5593.54
3rd Qu.
1989.07
Max.
1.81152e+6
Std. dev
41517.5
Skewness
28.06
Kurtosis
1018
Zeros
618
Outliers
6720 low · 672 high
numeric4,55100 – 2.37738e+6mean 7351
Min.
0
1st Qu.
110.547
Median
701.124
Mean
7350.76
3rd Qu.
2668.55
Max.
2.37738e+6
Std. dev
56105
Skewness
31.22
Kurtosis
1222
Zeros
517
Outliers
7060 low · 706 high
numeric3,61800 – 189197mean 864.3
Min.
0
1st Qu.
0
Median
24.5795
Mean
864.322
3rd Qu.
275.851
Max.
189197
Std. dev
5311.35
Skewness
18.17
Kurtosis
467.3
Zeros
1,449
Outliers
7840 low · 784 high
numeric3,36100 – 83063.4mean 414.1
Min.
0
1st Qu.
0
Median
10.4176
Mean
414.08
3rd Qu.
106.996
Max.
83063.4
Std. dev
2841.33
Skewness
18.54
Kurtosis
436.1
Zeros
1,706
Outliers
8240 low · 824 high
numeric3,08700 – 125265mean 330.7
Min.
0
1st Qu.
0
Median
5.1704
Mean
330.703
3rd Qu.
59.2273
Max.
125265
Std. dev
3077.95
Skewness
25.66
Kurtosis
826.5
Zeros
1,980
Outliers
8340 low · 834 high
numeric3,56100 – 193868mean 864.8
Min.
0
1st Qu.
0
Median
20.5214
Mean
864.831
3rd Qu.
231.412
Max.
193868
Std. dev
5821.52
Skewness
18.85
Kurtosis
478.2
Zeros
1,506
Outliers
7880 low · 788 high
numeric3,11800 – 251385mean 406.3
Min.
0
1st Qu.
0
Median
5.9111
Mean
406.281
3rd Qu.
69.7172
Max.
251385
Std. dev
4652.83
Skewness
38.03
Kurtosis
1824
Zeros
1,950
Outliers
8350 low · 835 high
numeric4,47900 – 2.08176e+6mean 5827
Min.
0
1st Qu.
54.0534
Median
477.726
Mean
5826.61
3rd Qu.
2140.76
Max.
2.08176e+6
Std. dev
44854.6
Skewness
31.01
Kurtosis
1232
Zeros
587
Outliers
6790 low · 679 high
numeric4,47300 – 2.83344e+6mean 6037
Min.
0
1st Qu.
56.2835
Median
478.476
Mean
6037.15
3rd Qu.
2074.5
Max.
2.83344e+6
Std. dev
56757.2
Skewness
36.04
Kurtosis
1579
Zeros
593
Outliers
6780 low · 678 high
numeric4,36500 – 1.71013e+6mean 3815
Min.
0
1st Qu.
26.5547
Median
296.837
Mean
3815.21
3rd Qu.
1314.54
Max.
1.71013e+6
Std. dev
34224.1
Skewness
34.42
Kurtosis
1486
Zeros
703
Outliers
7120 low · 712 high
numeric4,57200 – 2.65575e+6mean 8564
Min.
0
1st Qu.
139.417
Median
849.572
Mean
8564.25
3rd Qu.
3432.27
Max.
2.65575e+6
Std. dev
60758.3
Skewness
30.47
Kurtosis
1191
Zeros
495
Outliers
6780 low · 678 high
numeric4,46300 – 2.75293e+6mean 5776
Min.
0
1st Qu.
55.3094
Median
496.485
Mean
5775.75
3rd Qu.
2042.59
Max.
2.75293e+6
Std. dev
50723.6
Skewness
37.47
Kurtosis
1821
Zeros
602
Outliers
6650 low · 665 high
Same structure in 1 other dataset
These datasets share the same columns and types but hold different data.
Version history
| Version | Released | Size | Change | Stored as | Confidence |
|---|---|---|---|---|---|
| 3.23 | 2026-04-28 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.22 | 2025-10-29 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.21 | 2025-10-10 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.20 | 2024-10-29 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.19 | 2024-04-30 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.18 | 2023-10-24 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.17 | 2023-04-25 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.16 | 2022-11-01 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.15 | 2022-04-26 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.14 | 2022-04-09 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.13 | 2021-05-19 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.12 | 2020-10-27 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.11 | 2020-04-27 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.10 | 2020-03-07 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.9 | 2019-05-02 | 5,067 × 122 | Unchanged | rda · gzip version 2 · 3.4 MB | exact |
| 3.8 | 2019-01-04 | 5,067 × 122 | – | rda · gzip version 2 · 3.4 MB | exact |