奇怪的分组错误/错误,使用dplyr,group_by?

时间:2019-07-02 13:28:50

标签: r dataframe dplyr data-manipulation

当我做data %>% ungroup() %>% group_by(`P12 - Rbig [m]`) %>% summarise(n())时,我得到以下错误结果,其中一组有时“左”分开:

   `P12 - Rbig [m]` `n()`
              <dbl> <int>
 1          0.0015     10
 2          0.00152     1
 3          0.00152     9
 4          0.00153     9
 5          0.00153     1
 6          0.00155     1
 7          0.00155     9
 8          0.00156     9
 9          0.00156     1
10          0.00158     9
11          0.00158     1
12          0.00159     1
13          0.00159     9
14          0.00161     9
15          0.00161     1
16          0.00162    10
17          0.00164     1
18          0.00164     9

116返回正确的输出,而其他行则不返回。在执行这些操作时,我没有任何错误。我的问题是:

  • 数据出了什么问题/是否有错误?
  • 我如何识别有问题的行(未分组为10,但与其余1分开的行为9

我的数据集data的一部分,是使用dput()提取的:

structure(list(DP_name = c("DP 30", "DP 30", "DP 30", "DP 30", 
"DP 30", "DP 30", "DP 30", "DP 30", "DP 30", "DP 30", "DP 103", 
"DP 103", "DP 103", "DP 103", "DP 103", "DP 103", "DP 103", "DP 103", 
"DP 103", "DP 103", "DP 162", "DP 162", "DP 162", "DP 162", "DP 162", 
"DP 162", "DP 162", "DP 162", "DP 162", "DP 162", "DP 18", "DP 18", 
"DP 18", "DP 18", "DP 18", "DP 18", "DP 18", "DP 18", "DP 18", 
"DP 18", "DP 55", "DP 55", "DP 55", "DP 55", "DP 55", "DP 55", 
"DP 55", "DP 55", "DP 55", "DP 55", "DP 20", "DP 20", "DP 20", 
"DP 20", "DP 20", "DP 20", "DP 20", "DP 20", "DP 20", "DP 20", 
"DP 125", "DP 125", "DP 125", "DP 125", "DP 125", "DP 125", "DP 125", 
"DP 125", "DP 125", "DP 125", "DP 23", "DP 23", "DP 23", "DP 23", 
"DP 23", "DP 23", "DP 23", "DP 23", "DP 23", "DP 23", "DP 54", 
"DP 54", "DP 54", "DP 54", "DP 54", "DP 54", "DP 54", "DP 54", 
"DP 54", "DP 54", "DP 22", "DP 22", "DP 22", "DP 22", "DP 22", 
"DP 22", "DP 22", "DP 22", "DP 22", "DP 22"), `P12 - Rbig [m]` = c(0.0015, 
0.0015, 0.0015, 0.0015, 0.0015, 0.0015, 0.0015, 0.0015, 0.0015, 
0.0015, 0.001515075, 0.0015150754, 0.0015150754, 0.0015150754, 
0.0015150754, 0.0015150754, 0.0015150754, 0.0015150754, 0.0015150754, 
0.0015150754, 0.0015301508, 0.0015301508, 0.0015301508, 0.0015301508, 
0.0015301508, 0.0015301508, 0.0015301508, 0.0015301508, 0.0015301508, 
0.001530151, 0.001545226, 0.0015452261, 0.0015452261, 0.0015452261, 
0.0015452261, 0.0015452261, 0.0015452261, 0.0015452261, 0.0015452261, 
0.0015452261, 0.0015603015, 0.0015603015, 0.0015603015, 0.0015603015, 
0.0015603015, 0.0015603015, 0.0015603015, 0.0015603015, 0.0015603015, 
0.001560302, 0.0015753769, 0.0015753769, 0.0015753769, 0.0015753769, 
0.0015753769, 0.0015753769, 0.0015753769, 0.0015753769, 0.0015753769, 
0.001575377, 0.001590452, 0.0015904523, 0.0015904523, 0.0015904523, 
0.0015904523, 0.0015904523, 0.0015904523, 0.0015904523, 0.0015904523, 
0.0015904523, 0.0016055276, 0.0016055276, 0.0016055276, 0.0016055276, 
0.0016055276, 0.0016055276, 0.0016055276, 0.0016055276, 0.0016055276, 
0.001605528, 0.001620603, 0.001620603, 0.001620603, 0.001620603, 
0.001620603, 0.001620603, 0.001620603, 0.001620603, 0.001620603, 
0.001620603, 0.001635678, 0.0016356784, 0.0016356784, 0.0016356784, 
0.0016356784, 0.0016356784, 0.0016356784, 0.0016356784, 0.0016356784, 
0.0016356784), `P13 - Rsmall [m]` = c(0.0003251759, 0.0003251759, 
0.0003251759, 0.000325176, 0.0003251759, 0.0003251759, 0.0003251759, 
0.0003251759, 0.0003251759, 0.0003251759, 0.000115075, 0.0001150754, 
0.0001150754, 0.0001150754, 0.0001150754, 0.0001150754, 0.0001150754, 
0.0001150754, 0.0001150754, 0.0001150754, 0.0001838693, 0.0001838693, 
0.0001838693, 0.0001838693, 0.0001838693, 0.0001838693, 0.0001838693, 
0.0001838693, 0.0001838693, 0.000183869, 0.000239648, 0.0002396482, 
0.0002396482, 0.0002396482, 0.0002396482, 0.0002396482, 0.0002396482, 
0.0002396482, 0.0002396482, 0.0002396482, 8.34673e-05, 8.34673e-05, 
8.34673e-05, 8.34673e-05, 8.34673e-05, 8.34673e-05, 8.34673e-05, 
8.34673e-05, 8.34673e-05, 8.35e-05, 0.0001336683, 0.0001336683, 
0.0001336683, 0.0001336683, 0.0001336683, 0.0001336683, 0.0001336683, 
0.0001336683, 0.0001336683, 0.000133668, 0.000150402, 0.000150402, 
0.000150402, 0.000150402, 0.000150402, 0.000150402, 0.000150402, 
0.000150402, 0.000150402, 0.000150402, 0.0001020603, 0.0001020603, 
0.0001020603, 0.0001020603, 0.0001020603, 0.0001020603, 0.0001020603, 
0.0001020603, 0.0001020603, 0.00010206, 6.48744e-05, 6.48744e-05, 
6.48744e-05, 6.49e-05, 6.48744e-05, 6.48744e-05, 6.48744e-05, 
6.48744e-05, 6.48744e-05, 6.48744e-05, 5.93e-05, 5.92965e-05, 
5.92965e-05, 5.92965e-05, 5.92965e-05, 5.92965e-05, 5.92965e-05, 
5.92965e-05, 5.92965e-05, 5.92965e-05), `P14 - L_lower [m]` = c(0.0171859296, 
0.0171859296, 0.0171859296, 0.01718593, 0.0171859296, 0.0171859296, 
0.0171859296, 0.0171859296, 0.0171859296, 0.0171859296, 0.008743719, 
0.0087437186, 0.0087437186, 0.0087437186, 0.0087437186, 0.0087437186, 
0.0087437186, 0.0087437186, 0.0087437186, 0.0087437186, 0.0131658291, 
0.0131658291, 0.0131658291, 0.0131658291, 0.0131658291, 0.0131658291, 
0.0131658291, 0.0131658291, 0.0131658291, 0.013165829, 0.013085427, 
0.0130854271, 0.0130854271, 0.0130854271, 0.0130854271, 0.0130854271, 
0.0130854271, 0.0130854271, 0.0130854271, 0.0130854271, 0.0129246231, 
0.0129246231, 0.0129246231, 0.0129246231, 0.0129246231, 0.0129246231, 
0.0129246231, 0.0129246231, 0.0129246231, 0.012924623, 0.0073768844, 
0.0073768844, 0.0073768844, 0.0073768844, 0.0073768844, 0.0073768844, 
0.0073768844, 0.0073768844, 0.0073768844, 0.007376884, 0.008422111, 
0.0084221106, 0.0084221106, 0.0084221106, 0.0084221106, 0.0084221106, 
0.0084221106, 0.0084221106, 0.0084221106, 0.0084221106, 0.0177487437, 
0.0177487437, 0.0177487437, 0.0177487437, 0.0177487437, 0.0177487437, 
0.0177487437, 0.0177487437, 0.0177487437, 0.017748744, 0.011798995, 
0.011798995, 0.011798995, 0.011798995, 0.011798995, 0.011798995, 
0.011798995, 0.011798995, 0.011798995, 0.011798995, 0.004643216, 
0.0046432161, 0.0046432161, 0.0046432161, 0.0046432161, 0.0046432161, 
0.0046432161, 0.0046432161, 0.0046432161, 0.0046432161), `P15 - L_upper [m]` = c(0.0132512563, 
0.0132512563, 0.0132512563, 0.013251256, 0.0132512563, 0.0132512563, 
0.0132512563, 0.0132512563, 0.0132512563, 0.0132512563, 0.008005025, 
0.0080050251, 0.0080050251, 0.0080050251, 0.0080050251, 0.0080050251, 
0.0080050251, 0.0080050251, 0.0080050251, 0.0080050251, 0.0078844221, 
0.0078844221, 0.0078844221, 0.0078844221, 0.0078844221, 0.0078844221, 
0.0078844221, 0.0078844221, 0.0078844221, 0.007884422, 0.014155779, 
0.0141557789, 0.0141557789, 0.0141557789, 0.0141557789, 0.0141557789, 
0.0141557789, 0.0141557789, 0.0141557789, 0.0141557789, 0.0049899497, 
0.0049899497, 0.0049899497, 0.0049899497, 0.0049899497, 0.0049899497, 
0.0049899497, 0.0049899497, 0.0049899497, 0.00498995, 0.0108994975, 
0.0108994975, 0.0108994975, 0.0108994975, 0.0108994975, 0.0108994975, 
0.0108994975, 0.0108994975, 0.0108994975, 0.010899498, 0.004085427, 
0.0040854271, 0.0040854271, 0.0040854271, 0.0040854271, 0.0040854271, 
0.0040854271, 0.0040854271, 0.0040854271, 0.0040854271, 0.0077638191, 
0.0077638191, 0.0077638191, 0.0077638191, 0.0077638191, 0.0077638191, 
0.0077638191, 0.0077638191, 0.0077638191, 0.007763819, 0.0115628141, 
0.0115628141, 0.0115628141, 0.011562814, 0.0115628141, 0.0115628141, 
0.0115628141, 0.0115628141, 0.0115628141, 0.0115628141, 0.009572864, 
0.0095728643, 0.0095728643, 0.0095728643, 0.0095728643, 0.0095728643, 
0.0095728643, 0.0095728643, 0.0095728643, 0.0095728643), `P1 - shearstressexp [Pa]` = c(3479.36, 
NA, 78.9241, 5.95353, 172.705, 1349.13, 2883.23, NA, NA, NA, 
2.36069, NA, NA, 101.901, 207.964, 1298.33, 2338.51, NA, NA, 
NA, 3279.06, NA, 90.4706, 188.495, 1306.22, 2451.74, NA, NA, 
NA, 3.12829, 5.239, 3658.27, NA, 92.356, 171.357, 1342.99, 2961.06, 
NA, NA, NA, 1663.45, 2150.01, 64.2582, 215.668, 1479.71, 1174.91, 
764.279, 953.983, 954.492, 1.26672, 4040.71, NA, 118.603, 203.889, 
1346.94, 3105.96, NA, NA, NA, 3.52738, 2.44383, 3960.26, NA, 
111.882, 202.478, 1349.21, 3069.58, NA, NA, NA, 1479.18, NA, 
56.1372, 213.32, 1472.59, 1044.8, 689.094, 2392.6, 2403.97, 1.56152, 
1417.96, 1834.28, 57.2772, 1.3894, 210.436, 1464.56, 1001.32, 
648.711, 1219.05, 1219.2, 1.98607, NA, NA, 118.858, 224.164, 
1288.7, 2289.98, NA, NA, NA), `P8 - shearstressmax [Pa]` = c(10284.2, 
NA, 953.762, 9.225, 989.845, 10029.3, 5721.3, NA, NA, NA, 2.46998, 
NA, NA, 239.111, 395.693, 6376.55, 2701.31, NA, NA, NA, 5006.18, 
NA, 420.677, 696.076, 6149.03, 3236.17, NA, NA, NA, 3.88374, 
7.14079, 8395.59, NA, 753.552, 442.364, 9861.34, 4817.01, NA, 
NA, NA, 1758.24, 2278.52, 70.5575, 552.154, 2122.9, 1240.82, 
953.879, 151.073, 151.178, 1.26672, 6257.4, NA, 436.371, 402.564, 
6706.54, 3904.42, NA, NA, NA, 3.85313, 2.78474, 6546.14, NA, 
476.333, 465.427, 11611.2, 4020.83, NA, NA, NA, 1646.11, NA, 
70.7267, 384.74, 2531.51, 1161.86, 2582.41, 73.634, 73.7062, 
1.56152, 1421.16, 1839.7, 57.2772, 1.3894, 427.477, 4199.99, 
1003.35, 1219.18, 34.3039, 34.3347, 1.98607, NA, NA, 131.717, 
305.058, 2616.87, 2289.98, NA, NA, NA), `P9 - shearrate [s^-1]` = c(5386370, 
NA, 993068, 1325.7, 0.015169, 0.0250539, 961068, NA, NA, NA, 
201.385, NA, NA, 139131, 0.0384884, 0.00684201, 100068, NA, NA, 
NA, 643318, NA, 311388, 0.0119386, 0.0104648, 173655, NA, NA, 
NA, 385.19, 919.558, 3022700, NA, 712391, 0.0106995, 0.0194762, 
573000, NA, NA, NA, 27347.2, 59182.8, 24197.7, 0.0633005, 0.0468998, 
9689.94, 151.125, 78.9557, 79.0101, 77.2505, 1249520, NA, 328522, 
0.0196385, 0.0131507, 300815, NA, NA, NA, 379.983, 238.869, 1430820, 
NA, 372230, 0.0173116, 0.014294, 327943, NA, NA, NA, 22817.7, 
NA, 24333.7, 0.0565142, 0.0413028, 8089.08, 73.6701, 31.1101, 
31.1406, 104.231, 14365.1, 30976.8, 17884.5, 88.1532, 0.0466979, 
0.0401543, 5097.78, 34.3193, 21.8312, 21.8508, 146.663, NA, NA, 
59075.4, 0.0977838, 0.00533099, 59028.8, NA, NA, NA), `P10 - shearrateout [s^-1]` = c(169164, 
NA, 27820.7, 704.193, 0.00541429, 0.0110803, 111057, NA, NA, 
NA, 187.571, NA, NA, 40426.7, 0.0384884, 0.00560514, 62194.8, 
NA, NA, NA, 166004, NA, 33964.2, 0.0106943, 0.00641068, 71776.7, 
NA, NA, NA, 280.604, 586.68, 209323, NA, 34881.1, 0.00542407, 
0.0103625, 124040, NA, NA, NA, 23093.8, 49546.3, 21070.6, 0.0633005, 
0.0468998, 8205.49, 78.9829, -0.00030319, -0.000303399, 77.2505, 
300210, NA, 50043.4, 0.0196385, 0.0100306, 144176, NA, NA, NA, 
333.062, 197.13, 278371, NA, 45980.5, 0.0150416, 0.0101319, 138579, 
NA, NA, NA, 16025.3, NA, 17336.5, 0.0503092, 0.0413028, 5694.6, 
31.1253, -0.000148893, -0.000149039, 103.984, 14356.9, 30886.8, 
17884.5, 88.1532, 0.0466979, 0.0401543, 5097.78, 21.841, -6.5164e-05, 
-6.52225e-05, 146.663, NA, NA, 50620.8, 0.0977838, 0.00533099, 
59028.8, NA, NA, NA), `P11 - vely [m s^-1]` = c(-9.02512, NA, 
-3.08283, -0.0351449, -8.81588e-07, -3.70859e-07, -4.06179, NA, 
NA, NA, -0.00332937, NA, NA, -1.01024, -6.81738e-07, -6.81329e-08, 
-0.596659, NA, NA, NA, -3.0102, NA, -1.62855, -5.20707e-07, -1.22918e-07, 
-1.11832, NA, NA, NA, -0.00787808, -0.0213439, -6.99521, NA, 
-2.56476, -6.68533e-07, -2.5561e-07, -2.90361, NA, NA, NA, -0.153119, 
-0.329574, -0.289485, -5.4411e-07, -8.12158e-07, -0.0543491, 
-0.000303294, 764.246, 764.313, -0.000963321, -4.45291, NA, -1.68733, 
-8.96777e-07, -1.40648e-07, -1.69749, NA, NA, NA, -0.00682823, 
-0.00453535, -4.82602, NA, -1.80701, -9.58267e-07, -1.59335e-07, 
-1.85589, NA, NA, NA, -0.132802, NA, -0.302087, -5.39852e-07, 
-8.91266e-07, -0.0471507, -0.000148966, 689.051, 689.137, -0.00161755, 
-0.0739389, -0.159202, -0.182224, -0.000854753, -3.12127e-07, 
-5.40635e-07, -0.0262469, -6.51932e-05, 648.674, 648.748, -0.00132028, 
NA, NA, -0.527916, -6.89907e-07, -3.28227e-08, -0.283406, NA, 
NA, NA), Convergence = c(1, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 
0, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 
1, 1, 1, 1, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 1, 1, 
1, 1, 0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 1, 
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 
1, 0, 0, 0), `Rbig[mm]` = c(1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 1.5, 
1.5, 1.5, 1.5, 1.515075, 1.5150754, 1.5150754, 1.5150754, 1.5150754, 
1.5150754, 1.5150754, 1.5150754, 1.5150754, 1.5150754, 1.5301508, 
1.5301508, 1.5301508, 1.5301508, 1.5301508, 1.5301508, 1.5301508, 
1.5301508, 1.5301508, 1.530151, 1.545226, 1.5452261, 1.5452261, 
1.5452261, 1.5452261, 1.5452261, 1.5452261, 1.5452261, 1.5452261, 
1.5452261, 1.5603015, 1.5603015, 1.5603015, 1.5603015, 1.5603015, 
1.5603015, 1.5603015, 1.5603015, 1.5603015, 1.560302, 1.5753769, 
1.5753769, 1.5753769, 1.5753769, 1.5753769, 1.5753769, 1.5753769, 
1.5753769, 1.5753769, 1.575377, 1.590452, 1.5904523, 1.5904523, 
1.5904523, 1.5904523, 1.5904523, 1.5904523, 1.5904523, 1.5904523, 
1.5904523, 1.6055276, 1.6055276, 1.6055276, 1.6055276, 1.6055276, 
1.6055276, 1.6055276, 1.6055276, 1.6055276, 1.605528, 1.620603, 
1.620603, 1.620603, 1.620603, 1.620603, 1.620603, 1.620603, 1.620603, 
1.620603, 1.620603, 1.635678, 1.6356784, 1.6356784, 1.6356784, 
1.6356784, 1.6356784, 1.6356784, 1.6356784, 1.6356784, 1.6356784
), `Rsmall[mm]` = c(0.3251759, 0.3251759, 0.3251759, 0.325176, 
0.3251759, 0.3251759, 0.3251759, 0.3251759, 0.3251759, 0.3251759, 
0.115075, 0.1150754, 0.1150754, 0.1150754, 0.1150754, 0.1150754, 
0.1150754, 0.1150754, 0.1150754, 0.1150754, 0.1838693, 0.1838693, 
0.1838693, 0.1838693, 0.1838693, 0.1838693, 0.1838693, 0.1838693, 
0.1838693, 0.183869, 0.239648, 0.2396482, 0.2396482, 0.2396482, 
0.2396482, 0.2396482, 0.2396482, 0.2396482, 0.2396482, 0.2396482, 
0.0834673, 0.0834673, 0.0834673, 0.0834673, 0.0834673, 0.0834673, 
0.0834673, 0.0834673, 0.0834673, 0.0835, 0.1336683, 0.1336683, 
0.1336683, 0.1336683, 0.1336683, 0.1336683, 0.1336683, 0.1336683, 
0.1336683, 0.133668, 0.150402, 0.150402, 0.150402, 0.150402, 
0.150402, 0.150402, 0.150402, 0.150402, 0.150402, 0.150402, 0.1020603, 
0.1020603, 0.1020603, 0.1020603, 0.1020603, 0.1020603, 0.1020603, 
0.1020603, 0.1020603, 0.10206, 0.0648744, 0.0648744, 0.0648744, 
0.0649, 0.0648744, 0.0648744, 0.0648744, 0.0648744, 0.0648744, 
0.0648744, 0.0593, 0.0592965, 0.0592965, 0.0592965, 0.0592965, 
0.0592965, 0.0592965, 0.0592965, 0.0592965, 0.0592965), `Llower[mm]` = c(17.1859296, 
17.1859296, 17.1859296, 17.18593, 17.1859296, 17.1859296, 17.1859296, 
17.1859296, 17.1859296, 17.1859296, 8.743719, 8.7437186, 8.7437186, 
8.7437186, 8.7437186, 8.7437186, 8.7437186, 8.7437186, 8.7437186, 
8.7437186, 13.1658291, 13.1658291, 13.1658291, 13.1658291, 13.1658291, 
13.1658291, 13.1658291, 13.1658291, 13.1658291, 13.165829, 13.085427, 
13.0854271, 13.0854271, 13.0854271, 13.0854271, 13.0854271, 13.0854271, 
13.0854271, 13.0854271, 13.0854271, 12.9246231, 12.9246231, 12.9246231, 
12.9246231, 12.9246231, 12.9246231, 12.9246231, 12.9246231, 12.9246231, 
12.924623, 7.3768844, 7.3768844, 7.3768844, 7.3768844, 7.3768844, 
7.3768844, 7.3768844, 7.3768844, 7.3768844, 7.376884, 8.422111, 
8.4221106, 8.4221106, 8.4221106, 8.4221106, 8.4221106, 8.4221106, 
8.4221106, 8.4221106, 8.4221106, 17.7487437, 17.7487437, 17.7487437, 
17.7487437, 17.7487437, 17.7487437, 17.7487437, 17.7487437, 17.7487437, 
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8.0050251, 7.8844221, 7.8844221, 7.8844221, 7.8844221, 7.8844221, 
7.8844221, 7.8844221, 7.8844221, 7.8844221, 7.884422, 14.155779, 
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4.0854271, 4.0854271, 4.0854271, 4.0854271, 4.0854271, 4.0854271, 
4.0854271, 4.0854271, 4.0854271, 7.7638191, 7.7638191, 7.7638191, 
7.7638191, 7.7638191, 7.7638191, 7.7638191, 7.7638191, 7.7638191, 
7.763819, 11.5628141, 11.5628141, 11.5628141, 11.562814, 11.5628141, 
11.5628141, 11.5628141, 11.5628141, 11.5628141, 11.5628141, 9.572864, 
9.5728643, 9.5728643, 9.5728643, 9.5728643, 9.5728643, 9.5728643, 
9.5728643, 9.5728643, 9.5728643)), class = c("grouped_df", "tbl_df", 
"tbl", "data.frame"), row.names = c(NA, -100L), groups = structure(list(
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-18L), class = c("tbl_df", "tbl", "data.frame"), .drop = TRUE))

0 个答案:

没有答案