{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sieve Sizes for Particle Size Distributions" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from fluids.particle_size_distribution import ASTM_E11_sieves, ISO_3310_1_sieves, Sieve\n", "import pandas as pd\n", "pd.options.display.max_rows = 100000" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## ASTM E11 - 17 - Standard Specification for Woven Wire Test Sieve Cloth and Test Sieves." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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designationold_designationopeningopening_inchY_variation_avgX_variation_maxmax_openingcalibration_samplescompliance_sdinspection_samplesinspection_sdcalibration_sdd_wired_wire_mind_wire_maxcompliance_samples
00.02No. 6350.0000208.000000e-070.0000020.0000150.035300.05.330100.04.5104.7502.000000e-082.000000e-082.000000e-081000.0
10.025No. 5000.0000251.000000e-060.0000030.0000160.041300.05.710100.04.8205.0603.000000e-082.000000e-083.000000e-081000.0
20.032No. 4500.0000321.200000e-060.0000030.0000180.050300.06.420100.05.4205.7103.000000e-082.000000e-083.000000e-081000.0
30.038No. 4000.0000381.500000e-060.0000030.0000200.058300.07.090100.05.9906.3103.000000e-082.000000e-083.000000e-081000.0
40.045No. 3250.0000451.700000e-060.0000030.0000220.067250.07.760100.06.5606.8403.000000e-083.000000e-084.000000e-081000.0
50.053No. 2700.0000532.100000e-060.0000030.0000240.077250.08.440100.07.1307.4404.000000e-083.000000e-084.000000e-081000.0
60.063No. 2300.0000632.500000e-060.0000040.0000260.089250.09.180100.07.7608.0905.000000e-084.000000e-085.000000e-081000.0
70.075No. 2000.0000752.900000e-060.0000040.0000290.104250.010.230100.08.6409.0205.000000e-084.000000e-086.000000e-081000.0
80.09No. 1700.0000903.500000e-060.0000050.0000320.122200.011.270100.09.5309.8006.000000e-085.000000e-087.000000e-081000.0
90.106No. 1400.0001064.100000e-060.0000050.0000350.141200.012.390100.010.47010.7707.000000e-086.000000e-088.000000e-081000.0
100.125No. 1200.0001254.900000e-060.0000060.0000380.163200.013.510100.011.41011.7409.000000e-088.000000e-081.000000e-071000.0
110.15No. 1000.0001505.900000e-060.0000070.0000430.193200.015.300100.012.93013.3001.000000e-079.000000e-081.200000e-071000.0
120.18No. 800.0001807.000000e-060.0000080.0000470.227200.016.850100.014.24014.6501.200000e-071.100000e-071.500000e-071000.0
130.212No. 700.0002128.300000e-060.0000090.0000520.264160.018.79080.015.59016.0801.400000e-071.200000e-071.700000e-07800.0
140.25No. 600.0002509.800000e-060.0000100.0000580.308160.021.02080.017.44017.9901.600000e-071.300000e-071.900000e-07800.0
150.3No. 500.0003001.170000e-050.0000120.0000650.365160.023.70080.019.66020.2902.000000e-071.700000e-072.300000e-07800.0
160.355No. 450.0003551.390000e-050.0000130.0000720.427160.026.45080.021.95022.6402.200000e-071.900000e-072.600000e-07800.0
170.425No. 400.0004251.650000e-050.0000160.0000810.506120.029.95060.024.20025.0802.800000e-072.400000e-073.200000e-07600.0
180.5No. 350.0005001.970000e-050.0000180.0000890.589120.033.23060.026.85027.8203.200000e-072.700000e-073.600000e-07600.0
190.6No. 300.0006002.340000e-050.0000210.0001010.701100.038.00050.030.14031.3204.000000e-073.400000e-074.600000e-07500.0
200.71No. 250.0007102.780000e-050.0000250.0001120.822100.042.63050.033.82035.1404.500000e-073.800000e-075.200000e-07500.0
210.85No. 200.0008503.310000e-050.0000290.0001270.97780.048.76040.037.73039.3605.000000e-074.300000e-075.800000e-07400.0
221No. 180.0010003.940000e-050.0000340.0001401.14080.00.05540.00.0420.0445.600000e-044.800000e-046.400000e-04400.0
231.18No. 160.0011804.690000e-050.0000400.0001601.34080.00.06340.00.0490.0516.300000e-045.400000e-047.200000e-04400.0
241.4No. 140.0014005.550000e-050.0000460.0001801.58080.00.07140.00.0550.0577.100000e-046.000000e-048.200000e-04400.0
251.7No. 120.0017006.610000e-050.0000560.0002001.90050.00.08125.00.0590.0628.000000e-046.800000e-049.200000e-04250.0
261004 in.0.1000004.000000e-030.0029400.003820103.820NaNNaNNaNNaNNaN6.300000e-035.400000e-037.200000e-0320.0
271064.24 in.0.1060004.240000e-030.0031200.003990109.990NaNNaNNaNNaNNaN6.300000e-035.400000e-037.200000e-0320.0
2811.27/16 in.0.0112004.380000e-040.0003460.00077011.97030.00.38215.00.2560.2742.500000e-032.100000e-032.900000e-03150.0
2912.51/2 in.0.0125005.000000e-040.0003850.00083013.33030.00.42115.00.2830.3022.500000e-032.100000e-032.900000e-03150.0
301255 in.0.1250005.000000e-030.0036600.004510129.510NaNNaNNaNNaNNaN8.000000e-036.800000e-039.200000e-0320.0
3113.20.530 in.0.0132005.300000e-040.0004060.00086014.06030.00.44115.00.2960.3162.800000e-032.400000e-033.200000e-03150.0
32165/8 in.0.0160006.250000e-040.0004900.00099016.99030.00.52715.00.3540.3783.150000e-032.700000e-033.600000e-03150.0
33193/4 in.0.0190007.500000e-040.0005790.00113020.13030.00.62215.00.4180.4463.150000e-032.700000e-033.500000e-03150.0
342No. 100.0020007.870000e-050.0000650.0002302.23050.00.09425.00.0680.0729.000000e-047.700000e-041.040000e-03250.0
352.36No. 80.0023609.370000e-050.0000760.0002502.61040.00.10420.00.0730.0771.000000e-038.500000e-041.150000e-03200.0
362.8No. 70.0028001.100000e-040.0000900.0002903.09040.00.12120.00.0850.0901.120000e-039.500000e-041.300000e-03200.0
3722.47/8 in.0.0224008.750000e-040.0006810.00127023.670NaN0.73415.00.493NaN3.550000e-033.000000e-034.100000e-03150.0
38251.00 in.0.0250001.000000e-030.0007580.00138026.380NaN0.82315.00.553NaN3.550000e-033.000000e-034.100000e-0320.0
3926.51.06 in.0.0265001.060000e-030.0008020.00144027.940NaN0.86915.00.584NaN3.550000e-033.000000e-034.100000e-0320.0
403.35No. 60.0033501.320000e-040.0001070.0003203.67040.00.13820.00.0970.1031.250000e-031.060000e-031.500000e-03200.0
4131.51 1/4 in.0.0315001.250000e-030.0009500.00163033.130NaN1.066NaNNaNNaN4.000000e-033.400000e-034.600000e-0320.0
4237.51 1/2 in.0.0375001.500000e-030.0011300.00185039.350NaN1.374NaNNaNNaN4.500000e-033.800000e-035.200000e-0320.0
434No. 50.0040001.570000e-040.0001270.0003704.37030.00.16115.00.1080.1151.400000e-031.200000e-031.700000e-03150.0
444.75No. 40.0047501.870000e-040.0001500.0004105.16030.00.18215.00.1230.1311.600000e-031.300000e-031.900000e-03150.0
45451 3/4 in.0.0450001.750000e-030.0013500.00212047.120NaNNaNNaNNaNNaN4.500000e-033.800000e-035.200000e-0320.0
465.6No. 3 1/20.0056002.230000e-040.0001760.0004706.07030.00.21115.00.1420.1511.600000e-031.300000e-031.900000e-03150.0
47502 in.0.0500002.000000e-030.0014900.00229052.290NaNNaNNaNNaNNaN5.000000e-034.300000e-035.800000e-0320.0
48532.12 in.0.0530002.120000e-030.0015800.00239055.390NaNNaNNaNNaNNaN5.000000e-034.300000e-035.800000e-0320.0
496.31/4 in.0.0063002.500000e-040.0001970.0005106.81030.00.23315.00.1570.1671.800000e-031.500000e-032.100000e-03150.0
506.70.265 in.0.0067002.650000e-040.0002100.0005307.23030.00.24515.00.1640.1751.800000e-031.500000e-032.100000e-03150.0
51632 1/2 in.0.0630002.500000e-030.0018700.00271065.710NaNNaNNaNNaNNaN5.600000e-034.800000e-036.400000e-0320.0
52753 in.0.0750003.000000e-030.0022200.00309078.090NaNNaNNaNNaNNaN6.300000e-035.400000e-037.200000e-0320.0
5385/16 in.0.0080003.120000e-040.0002490.0006008.60030.00.28415.00.1910.2042.000000e-031.700000e-032.300000e-03150.0
549.53/8 in.0.0095003.750000e-040.0002950.00068010.18030.00.33015.00.2220.2372.240000e-031.900000e-032.600000e-03150.0
55903 1/2 in.0.0900003.500000e-030.0026500.00353093.530NaNNaNNaNNaNNaN6.300000e-035.400000e-037.200000e-0320.0
\n", "
" ], "text/plain": [ " designation old_designation opening opening_inch Y_variation_avg \\\n", "0 0.02 No. 635 0.000020 8.000000e-07 0.000002 \n", "1 0.025 No. 500 0.000025 1.000000e-06 0.000003 \n", "2 0.032 No. 450 0.000032 1.200000e-06 0.000003 \n", "3 0.038 No. 400 0.000038 1.500000e-06 0.000003 \n", "4 0.045 No. 325 0.000045 1.700000e-06 0.000003 \n", "5 0.053 No. 270 0.000053 2.100000e-06 0.000003 \n", "6 0.063 No. 230 0.000063 2.500000e-06 0.000004 \n", "7 0.075 No. 200 0.000075 2.900000e-06 0.000004 \n", "8 0.09 No. 170 0.000090 3.500000e-06 0.000005 \n", "9 0.106 No. 140 0.000106 4.100000e-06 0.000005 \n", "10 0.125 No. 120 0.000125 4.900000e-06 0.000006 \n", "11 0.15 No. 100 0.000150 5.900000e-06 0.000007 \n", "12 0.18 No. 80 0.000180 7.000000e-06 0.000008 \n", "13 0.212 No. 70 0.000212 8.300000e-06 0.000009 \n", "14 0.25 No. 60 0.000250 9.800000e-06 0.000010 \n", "15 0.3 No. 50 0.000300 1.170000e-05 0.000012 \n", "16 0.355 No. 45 0.000355 1.390000e-05 0.000013 \n", "17 0.425 No. 40 0.000425 1.650000e-05 0.000016 \n", "18 0.5 No. 35 0.000500 1.970000e-05 0.000018 \n", "19 0.6 No. 30 0.000600 2.340000e-05 0.000021 \n", "20 0.71 No. 25 0.000710 2.780000e-05 0.000025 \n", "21 0.85 No. 20 0.000850 3.310000e-05 0.000029 \n", "22 1 No. 18 0.001000 3.940000e-05 0.000034 \n", "23 1.18 No. 16 0.001180 4.690000e-05 0.000040 \n", "24 1.4 No. 14 0.001400 5.550000e-05 0.000046 \n", "25 1.7 No. 12 0.001700 6.610000e-05 0.000056 \n", "26 100 4 in. 0.100000 4.000000e-03 0.002940 \n", "27 106 4.24 in. 0.106000 4.240000e-03 0.003120 \n", "28 11.2 7/16 in. 0.011200 4.380000e-04 0.000346 \n", "29 12.5 1/2 in. 0.012500 5.000000e-04 0.000385 \n", "30 125 5 in. 0.125000 5.000000e-03 0.003660 \n", "31 13.2 0.530 in. 0.013200 5.300000e-04 0.000406 \n", "32 16 5/8 in. 0.016000 6.250000e-04 0.000490 \n", "33 19 3/4 in. 0.019000 7.500000e-04 0.000579 \n", "34 2 No. 10 0.002000 7.870000e-05 0.000065 \n", "35 2.36 No. 8 0.002360 9.370000e-05 0.000076 \n", "36 2.8 No. 7 0.002800 1.100000e-04 0.000090 \n", "37 22.4 7/8 in. 0.022400 8.750000e-04 0.000681 \n", "38 25 1.00 in. 0.025000 1.000000e-03 0.000758 \n", "39 26.5 1.06 in. 0.026500 1.060000e-03 0.000802 \n", "40 3.35 No. 6 0.003350 1.320000e-04 0.000107 \n", "41 31.5 1 1/4 in. 0.031500 1.250000e-03 0.000950 \n", "42 37.5 1 1/2 in. 0.037500 1.500000e-03 0.001130 \n", "43 4 No. 5 0.004000 1.570000e-04 0.000127 \n", "44 4.75 No. 4 0.004750 1.870000e-04 0.000150 \n", "45 45 1 3/4 in. 0.045000 1.750000e-03 0.001350 \n", "46 5.6 No. 3 1/2 0.005600 2.230000e-04 0.000176 \n", "47 50 2 in. 0.050000 2.000000e-03 0.001490 \n", "48 53 2.12 in. 0.053000 2.120000e-03 0.001580 \n", "49 6.3 1/4 in. 0.006300 2.500000e-04 0.000197 \n", "50 6.7 0.265 in. 0.006700 2.650000e-04 0.000210 \n", "51 63 2 1/2 in. 0.063000 2.500000e-03 0.001870 \n", "52 75 3 in. 0.075000 3.000000e-03 0.002220 \n", "53 8 5/16 in. 0.008000 3.120000e-04 0.000249 \n", "54 9.5 3/8 in. 0.009500 3.750000e-04 0.000295 \n", "55 90 3 1/2 in. 0.090000 3.500000e-03 0.002650 \n", "\n", " X_variation_max max_opening calibration_samples compliance_sd \\\n", "0 0.000015 0.035 300.0 5.330 \n", "1 0.000016 0.041 300.0 5.710 \n", "2 0.000018 0.050 300.0 6.420 \n", "3 0.000020 0.058 300.0 7.090 \n", "4 0.000022 0.067 250.0 7.760 \n", "5 0.000024 0.077 250.0 8.440 \n", "6 0.000026 0.089 250.0 9.180 \n", "7 0.000029 0.104 250.0 10.230 \n", "8 0.000032 0.122 200.0 11.270 \n", "9 0.000035 0.141 200.0 12.390 \n", "10 0.000038 0.163 200.0 13.510 \n", "11 0.000043 0.193 200.0 15.300 \n", "12 0.000047 0.227 200.0 16.850 \n", "13 0.000052 0.264 160.0 18.790 \n", "14 0.000058 0.308 160.0 21.020 \n", "15 0.000065 0.365 160.0 23.700 \n", "16 0.000072 0.427 160.0 26.450 \n", "17 0.000081 0.506 120.0 29.950 \n", "18 0.000089 0.589 120.0 33.230 \n", "19 0.000101 0.701 100.0 38.000 \n", "20 0.000112 0.822 100.0 42.630 \n", "21 0.000127 0.977 80.0 48.760 \n", "22 0.000140 1.140 80.0 0.055 \n", "23 0.000160 1.340 80.0 0.063 \n", "24 0.000180 1.580 80.0 0.071 \n", "25 0.000200 1.900 50.0 0.081 \n", "26 0.003820 103.820 NaN NaN \n", "27 0.003990 109.990 NaN NaN \n", "28 0.000770 11.970 30.0 0.382 \n", "29 0.000830 13.330 30.0 0.421 \n", "30 0.004510 129.510 NaN NaN \n", "31 0.000860 14.060 30.0 0.441 \n", "32 0.000990 16.990 30.0 0.527 \n", "33 0.001130 20.130 30.0 0.622 \n", "34 0.000230 2.230 50.0 0.094 \n", "35 0.000250 2.610 40.0 0.104 \n", "36 0.000290 3.090 40.0 0.121 \n", "37 0.001270 23.670 NaN 0.734 \n", "38 0.001380 26.380 NaN 0.823 \n", "39 0.001440 27.940 NaN 0.869 \n", "40 0.000320 3.670 40.0 0.138 \n", "41 0.001630 33.130 NaN 1.066 \n", "42 0.001850 39.350 NaN 1.374 \n", "43 0.000370 4.370 30.0 0.161 \n", "44 0.000410 5.160 30.0 0.182 \n", "45 0.002120 47.120 NaN NaN \n", "46 0.000470 6.070 30.0 0.211 \n", "47 0.002290 52.290 NaN NaN \n", "48 0.002390 55.390 NaN NaN \n", "49 0.000510 6.810 30.0 0.233 \n", "50 0.000530 7.230 30.0 0.245 \n", "51 0.002710 65.710 NaN NaN \n", "52 0.003090 78.090 NaN NaN \n", "53 0.000600 8.600 30.0 0.284 \n", "54 0.000680 10.180 30.0 0.330 \n", "55 0.003530 93.530 NaN NaN \n", "\n", " inspection_samples inspection_sd calibration_sd d_wire \\\n", "0 100.0 4.510 4.750 2.000000e-08 \n", "1 100.0 4.820 5.060 3.000000e-08 \n", "2 100.0 5.420 5.710 3.000000e-08 \n", "3 100.0 5.990 6.310 3.000000e-08 \n", "4 100.0 6.560 6.840 3.000000e-08 \n", "5 100.0 7.130 7.440 4.000000e-08 \n", "6 100.0 7.760 8.090 5.000000e-08 \n", "7 100.0 8.640 9.020 5.000000e-08 \n", "8 100.0 9.530 9.800 6.000000e-08 \n", "9 100.0 10.470 10.770 7.000000e-08 \n", "10 100.0 11.410 11.740 9.000000e-08 \n", "11 100.0 12.930 13.300 1.000000e-07 \n", "12 100.0 14.240 14.650 1.200000e-07 \n", "13 80.0 15.590 16.080 1.400000e-07 \n", "14 80.0 17.440 17.990 1.600000e-07 \n", "15 80.0 19.660 20.290 2.000000e-07 \n", "16 80.0 21.950 22.640 2.200000e-07 \n", "17 60.0 24.200 25.080 2.800000e-07 \n", "18 60.0 26.850 27.820 3.200000e-07 \n", "19 50.0 30.140 31.320 4.000000e-07 \n", "20 50.0 33.820 35.140 4.500000e-07 \n", "21 40.0 37.730 39.360 5.000000e-07 \n", "22 40.0 0.042 0.044 5.600000e-04 \n", "23 40.0 0.049 0.051 6.300000e-04 \n", "24 40.0 0.055 0.057 7.100000e-04 \n", "25 25.0 0.059 0.062 8.000000e-04 \n", "26 NaN NaN NaN 6.300000e-03 \n", "27 NaN NaN NaN 6.300000e-03 \n", "28 15.0 0.256 0.274 2.500000e-03 \n", "29 15.0 0.283 0.302 2.500000e-03 \n", "30 NaN NaN NaN 8.000000e-03 \n", "31 15.0 0.296 0.316 2.800000e-03 \n", "32 15.0 0.354 0.378 3.150000e-03 \n", "33 15.0 0.418 0.446 3.150000e-03 \n", "34 25.0 0.068 0.072 9.000000e-04 \n", "35 20.0 0.073 0.077 1.000000e-03 \n", "36 20.0 0.085 0.090 1.120000e-03 \n", "37 15.0 0.493 NaN 3.550000e-03 \n", "38 15.0 0.553 NaN 3.550000e-03 \n", "39 15.0 0.584 NaN 3.550000e-03 \n", "40 20.0 0.097 0.103 1.250000e-03 \n", "41 NaN NaN NaN 4.000000e-03 \n", "42 NaN NaN NaN 4.500000e-03 \n", "43 15.0 0.108 0.115 1.400000e-03 \n", "44 15.0 0.123 0.131 1.600000e-03 \n", "45 NaN NaN NaN 4.500000e-03 \n", "46 15.0 0.142 0.151 1.600000e-03 \n", "47 NaN NaN NaN 5.000000e-03 \n", "48 NaN NaN NaN 5.000000e-03 \n", "49 15.0 0.157 0.167 1.800000e-03 \n", "50 15.0 0.164 0.175 1.800000e-03 \n", "51 NaN NaN NaN 5.600000e-03 \n", "52 NaN NaN NaN 6.300000e-03 \n", "53 15.0 0.191 0.204 2.000000e-03 \n", "54 15.0 0.222 0.237 2.240000e-03 \n", "55 NaN NaN NaN 6.300000e-03 \n", "\n", " d_wire_min d_wire_max compliance_samples \n", "0 2.000000e-08 2.000000e-08 1000.0 \n", "1 2.000000e-08 3.000000e-08 1000.0 \n", "2 2.000000e-08 3.000000e-08 1000.0 \n", "3 2.000000e-08 3.000000e-08 1000.0 \n", "4 3.000000e-08 4.000000e-08 1000.0 \n", "5 3.000000e-08 4.000000e-08 1000.0 \n", "6 4.000000e-08 5.000000e-08 1000.0 \n", "7 4.000000e-08 6.000000e-08 1000.0 \n", "8 5.000000e-08 7.000000e-08 1000.0 \n", "9 6.000000e-08 8.000000e-08 1000.0 \n", "10 8.000000e-08 1.000000e-07 1000.0 \n", "11 9.000000e-08 1.200000e-07 1000.0 \n", "12 1.100000e-07 1.500000e-07 1000.0 \n", "13 1.200000e-07 1.700000e-07 800.0 \n", "14 1.300000e-07 1.900000e-07 800.0 \n", "15 1.700000e-07 2.300000e-07 800.0 \n", "16 1.900000e-07 2.600000e-07 800.0 \n", "17 2.400000e-07 3.200000e-07 600.0 \n", "18 2.700000e-07 3.600000e-07 600.0 \n", "19 3.400000e-07 4.600000e-07 500.0 \n", "20 3.800000e-07 5.200000e-07 500.0 \n", "21 4.300000e-07 5.800000e-07 400.0 \n", "22 4.800000e-04 6.400000e-04 400.0 \n", "23 5.400000e-04 7.200000e-04 400.0 \n", "24 6.000000e-04 8.200000e-04 400.0 \n", "25 6.800000e-04 9.200000e-04 250.0 \n", "26 5.400000e-03 7.200000e-03 20.0 \n", "27 5.400000e-03 7.200000e-03 20.0 \n", "28 2.100000e-03 2.900000e-03 150.0 \n", "29 2.100000e-03 2.900000e-03 150.0 \n", "30 6.800000e-03 9.200000e-03 20.0 \n", "31 2.400000e-03 3.200000e-03 150.0 \n", "32 2.700000e-03 3.600000e-03 150.0 \n", "33 2.700000e-03 3.500000e-03 150.0 \n", "34 7.700000e-04 1.040000e-03 250.0 \n", "35 8.500000e-04 1.150000e-03 200.0 \n", "36 9.500000e-04 1.300000e-03 200.0 \n", "37 3.000000e-03 4.100000e-03 150.0 \n", "38 3.000000e-03 4.100000e-03 20.0 \n", "39 3.000000e-03 4.100000e-03 20.0 \n", "40 1.060000e-03 1.500000e-03 200.0 \n", "41 3.400000e-03 4.600000e-03 20.0 \n", "42 3.800000e-03 5.200000e-03 20.0 \n", "43 1.200000e-03 1.700000e-03 150.0 \n", "44 1.300000e-03 1.900000e-03 150.0 \n", "45 3.800000e-03 5.200000e-03 20.0 \n", "46 1.300000e-03 1.900000e-03 150.0 \n", "47 4.300000e-03 5.800000e-03 20.0 \n", "48 4.300000e-03 5.800000e-03 20.0 \n", "49 1.500000e-03 2.100000e-03 150.0 \n", "50 1.500000e-03 2.100000e-03 150.0 \n", "51 4.800000e-03 6.400000e-03 20.0 \n", "52 5.400000e-03 7.200000e-03 20.0 \n", "53 1.700000e-03 2.300000e-03 150.0 \n", "54 1.900000e-03 2.600000e-03 150.0 \n", "55 5.400000e-03 7.200000e-03 20.0 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# All units in SI, meters.\n", "dat = {}\n", "for name in Sieve.__slots__:\n", " vals = []\n", " for s in ASTM_E11_sieves.values():\n", " vals.append(getattr(s, name))\n", " dat[name] = vals\n", "pd.DataFrame(dat)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## ISO 3310-1:2016 - Test Sieves -- Technical Requirements and Testing -- Part 1: Test Sieves of Metal Wire Cloth.\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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designationopeningY_variation_avgX_variation_maxcompliance_sdd_wired_wire_mind_wire_max
00.020.0000200.0000020.0000130.0000050.0000200.0000230.000023
10.0250.0000250.0000020.0000150.0000050.0000250.0000290.000029
20.0320.0000320.0000020.0000170.0000060.0000280.0000330.000033
30.0360.0000360.0000030.0000180.0000060.0000300.0000350.000035
40.0380.0000380.0000030.0000180.0000060.0000300.0000350.000035
50.040.0000400.0000030.0000190.0000060.0000320.0000370.000037
60.0450.0000450.0000030.0000200.0000070.0000320.0000370.000037
70.050.0000500.0000030.0000210.0000070.0000360.0000410.000041
80.0530.0000530.0000030.0000210.0000080.0000360.0000410.000041
90.0560.0000560.0000030.0000220.0000080.0000400.0000460.000046
100.0630.0000630.0000030.0000240.0000080.0000450.0000520.000052
110.0710.0000710.0000040.0000250.0000090.0000500.0000430.000058
120.0750.0000750.0000040.0000260.0000090.0000500.0000430.000058
130.080.0000800.0000040.0000270.0000090.0000560.0000480.000064
140.090.0000900.0000040.0000290.0000100.0000630.0000540.000072
150.10.0001000.0000050.0000300.0000110.0000710.0000600.000082
160.1060.0001060.0000050.0000310.0000110.0000710.0000600.000082
170.1120.0001120.0000050.0000320.0000120.0000800.0000680.000092
180.1250.0001250.0000050.0000340.0000120.0000900.0000770.000104
190.140.0001400.0000060.0000370.0000130.0001000.0000850.000115
200.150.0001500.0000060.0000380.0000140.0001000.0000850.000115
210.160.0001600.0000060.0000400.0000140.0001120.0000950.000130
220.180.0001800.0000070.0000430.0000150.0001250.0001060.000150
230.20.0002000.0000070.0000450.0000160.0001400.0001200.000170
240.2120.0002120.0000080.0000470.0000170.0001400.0001200.000170
250.2240.0002240.0000080.0000490.0000170.0001600.0001300.000190
260.250.0002500.0000090.0000520.0000190.0001600.0001300.000190
270.280.0002800.0000100.0000560.0000200.0001800.0001500.000210
280.30.0003000.0000100.0000580.0000210.0002000.0001700.000230
290.3150.0003150.0000110.0000600.0000220.0002000.0001700.000230
300.3550.0003550.0000120.0000650.0000240.0002240.0001900.000260
310.40.0004000.0000130.0000700.0000260.0002500.0002100.000290
320.4250.0004250.0000140.0000730.0000270.0002800.0002400.000320
330.450.0004500.0000150.0000750.0000280.0002800.0002400.000320
340.50.0005000.0000160.0000800.0000300.0003150.0002700.000360
350.560.0005600.0000180.0000870.0000320.0003550.0003000.000410
360.60.0006000.0000190.0000910.0000340.0004000.0003400.000460
370.630.0006300.0000200.0000930.0000350.0004000.0003400.000460
380.710.0007100.0000220.0001010.0000380.0004500.0003800.000520
390.80.0008000.0000250.0001090.0000420.0004500.0003800.000520
400.850.0008500.0000260.0001140.0000440.0005000.0004300.000580
410.90.0009000.0000280.0001180.0000460.0005000.0004300.000580
4210.0010000.0000300.0001300.0000490.0005600.0004800.000640
431.120.0011200.0000300.0001400.0000530.0005600.0004800.000640
441.180.0011800.0000400.0001400.0000560.0006300.0005400.000720
451.250.0012500.0000400.0001500.0000580.0006300.0005400.000720
461.40.0014000.0000400.0001600.0000630.0007100.0006000.000820
471.60.0016000.0000500.0001700.0000700.0008000.0006800.000920
481.70.0017000.0000500.0001800.0000730.0008000.0006800.000920
491.80.0018000.0000500.0001900.0000760.0008000.0006800.000920
50100.0100000.0002800.0006400.0003070.0025000.0021000.002900
511000.1000000.0026500.003440NaN0.0063000.0054000.007200
521060.1060000.0028000.003590NaN0.0063000.0054000.007200
5311.20.0112000.0003100.0006900.0003390.0025000.0021000.002900
541120.1120000.0029600.003740NaN0.0080000.0068000.009200
5512.50.0125000.0003500.0007500.0003740.0025000.0021000.002900
561250.1250000.0033000.004060NaN0.0080000.0068000.009200
5713.20.0132000.0003700.0007800.0003920.0028000.0024000.003200
58140.0140000.0003900.0008100.0004130.0028000.0024000.003200
59160.0160000.0004400.0008900.0004670.0031500.0027000.003600
60180.0180000.0004900.0009700.0005200.0031500.0027000.003600
61190.0190000.0005200.0010100.0005480.0031500.0027000.003600
6220.0020000.0000600.0002000.0000830.0009000.0007700.001040
632.240.0022400.0000700.0002200.0000900.0009000.0007700.001040
642.360.0023600.0000700.0002300.0000940.0010000.0008500.001150
652.50.0025000.0000700.0002400.0000980.0010000.0008500.001150
662.80.0028000.0000800.0002600.0001080.0011200.0009500.001300
67200.0200000.0005500.0010500.0005750.0031500.0027000.003600
6822.40.0224000.0006100.0011400.0006410.0035500.0030000.004100
69250.0250000.0006800.0012400.0007130.0035500.0030000.004100
7026.50.0265000.0007200.0012900.0007570.0035500.0030000.004100
71280.0280000.0007600.0013500.0008010.0035500.0030000.004100
723.150.0031500.0000900.0002800.0001180.0012500.0010600.001500
733.350.0033500.0001000.0002900.0001240.0012500.0010600.001500
743.550.0035500.0001000.0003000.0001300.0012500.0010600.001500
7531.50.0315000.0008500.0014700.0009050.0040000.0034000.004600
7635.50.0355000.0009600.0016000.0010000.0040000.0034000.004600
7737.50.0375000.0010100.0016700.0010000.0045000.0038000.005200
7840.0040000.0001100.0003300.0001430.0014000.0012000.001700
794.50.0045000.0001300.0003600.0001570.0014000.0012000.001700
804.750.0047500.0001400.0003700.0001640.0016000.0013000.001900
81400.0400000.0010800.0017500.0010000.0045000.0038000.005200
82450.0450000.0012100.0019100.0010000.0045000.0038000.005200
8350.0050000.0001400.0003900.0001710.0016000.0013000.001900
845.60.0056000.0001600.0004200.0001880.0016000.0013000.001900
85500.0500000.0013400.002060NaN0.0050000.0043000.005800
86530.0530000.0014200.002150NaN0.0050000.0043000.005800
87560.0560000.0015000.002240NaN0.0050000.0043000.005800
886.30.0063000.0001800.0004600.0002070.0018000.0015000.002100
896.70.0067000.0001900.0004800.0002180.0018000.0015000.002100
90630.0630000.0016900.002440NaN0.0056000.0048000.006400
917.10.0071000.0002000.0005000.0002290.0018000.0015000.002100
92710.0710000.0018900.002670NaN0.0056000.0048000.006400
93750.0750000.0020000.002780NaN0.0063000.0054000.007200
9480.0080000.0002200.0005400.0002540.0020000.0017000.002300
95800.0800000.0021300.002910NaN0.0063000.0054000.007200
9690.0090000.0002500.0005900.0002810.0022400.0019000.002600
979.50.0095000.0002700.0006100.0002940.0022400.0019000.002600
98900.0900000.0023900.003180NaN0.0063000.0054000.007200
\n", "
" ], "text/plain": [ " designation opening Y_variation_avg X_variation_max compliance_sd \\\n", "0 0.02 0.000020 0.000002 0.000013 0.000005 \n", "1 0.025 0.000025 0.000002 0.000015 0.000005 \n", "2 0.032 0.000032 0.000002 0.000017 0.000006 \n", "3 0.036 0.000036 0.000003 0.000018 0.000006 \n", "4 0.038 0.000038 0.000003 0.000018 0.000006 \n", "5 0.04 0.000040 0.000003 0.000019 0.000006 \n", "6 0.045 0.000045 0.000003 0.000020 0.000007 \n", "7 0.05 0.000050 0.000003 0.000021 0.000007 \n", "8 0.053 0.000053 0.000003 0.000021 0.000008 \n", "9 0.056 0.000056 0.000003 0.000022 0.000008 \n", "10 0.063 0.000063 0.000003 0.000024 0.000008 \n", "11 0.071 0.000071 0.000004 0.000025 0.000009 \n", "12 0.075 0.000075 0.000004 0.000026 0.000009 \n", "13 0.08 0.000080 0.000004 0.000027 0.000009 \n", "14 0.09 0.000090 0.000004 0.000029 0.000010 \n", "15 0.1 0.000100 0.000005 0.000030 0.000011 \n", "16 0.106 0.000106 0.000005 0.000031 0.000011 \n", "17 0.112 0.000112 0.000005 0.000032 0.000012 \n", "18 0.125 0.000125 0.000005 0.000034 0.000012 \n", "19 0.14 0.000140 0.000006 0.000037 0.000013 \n", "20 0.15 0.000150 0.000006 0.000038 0.000014 \n", "21 0.16 0.000160 0.000006 0.000040 0.000014 \n", "22 0.18 0.000180 0.000007 0.000043 0.000015 \n", "23 0.2 0.000200 0.000007 0.000045 0.000016 \n", "24 0.212 0.000212 0.000008 0.000047 0.000017 \n", "25 0.224 0.000224 0.000008 0.000049 0.000017 \n", "26 0.25 0.000250 0.000009 0.000052 0.000019 \n", "27 0.28 0.000280 0.000010 0.000056 0.000020 \n", "28 0.3 0.000300 0.000010 0.000058 0.000021 \n", "29 0.315 0.000315 0.000011 0.000060 0.000022 \n", "30 0.355 0.000355 0.000012 0.000065 0.000024 \n", "31 0.4 0.000400 0.000013 0.000070 0.000026 \n", "32 0.425 0.000425 0.000014 0.000073 0.000027 \n", "33 0.45 0.000450 0.000015 0.000075 0.000028 \n", "34 0.5 0.000500 0.000016 0.000080 0.000030 \n", "35 0.56 0.000560 0.000018 0.000087 0.000032 \n", "36 0.6 0.000600 0.000019 0.000091 0.000034 \n", "37 0.63 0.000630 0.000020 0.000093 0.000035 \n", "38 0.71 0.000710 0.000022 0.000101 0.000038 \n", "39 0.8 0.000800 0.000025 0.000109 0.000042 \n", "40 0.85 0.000850 0.000026 0.000114 0.000044 \n", "41 0.9 0.000900 0.000028 0.000118 0.000046 \n", "42 1 0.001000 0.000030 0.000130 0.000049 \n", "43 1.12 0.001120 0.000030 0.000140 0.000053 \n", "44 1.18 0.001180 0.000040 0.000140 0.000056 \n", "45 1.25 0.001250 0.000040 0.000150 0.000058 \n", "46 1.4 0.001400 0.000040 0.000160 0.000063 \n", "47 1.6 0.001600 0.000050 0.000170 0.000070 \n", "48 1.7 0.001700 0.000050 0.000180 0.000073 \n", "49 1.8 0.001800 0.000050 0.000190 0.000076 \n", "50 10 0.010000 0.000280 0.000640 0.000307 \n", "51 100 0.100000 0.002650 0.003440 NaN \n", "52 106 0.106000 0.002800 0.003590 NaN \n", "53 11.2 0.011200 0.000310 0.000690 0.000339 \n", "54 112 0.112000 0.002960 0.003740 NaN \n", "55 12.5 0.012500 0.000350 0.000750 0.000374 \n", "56 125 0.125000 0.003300 0.004060 NaN \n", "57 13.2 0.013200 0.000370 0.000780 0.000392 \n", "58 14 0.014000 0.000390 0.000810 0.000413 \n", "59 16 0.016000 0.000440 0.000890 0.000467 \n", "60 18 0.018000 0.000490 0.000970 0.000520 \n", "61 19 0.019000 0.000520 0.001010 0.000548 \n", "62 2 0.002000 0.000060 0.000200 0.000083 \n", "63 2.24 0.002240 0.000070 0.000220 0.000090 \n", "64 2.36 0.002360 0.000070 0.000230 0.000094 \n", "65 2.5 0.002500 0.000070 0.000240 0.000098 \n", "66 2.8 0.002800 0.000080 0.000260 0.000108 \n", "67 20 0.020000 0.000550 0.001050 0.000575 \n", "68 22.4 0.022400 0.000610 0.001140 0.000641 \n", "69 25 0.025000 0.000680 0.001240 0.000713 \n", "70 26.5 0.026500 0.000720 0.001290 0.000757 \n", "71 28 0.028000 0.000760 0.001350 0.000801 \n", "72 3.15 0.003150 0.000090 0.000280 0.000118 \n", "73 3.35 0.003350 0.000100 0.000290 0.000124 \n", "74 3.55 0.003550 0.000100 0.000300 0.000130 \n", "75 31.5 0.031500 0.000850 0.001470 0.000905 \n", "76 35.5 0.035500 0.000960 0.001600 0.001000 \n", "77 37.5 0.037500 0.001010 0.001670 0.001000 \n", "78 4 0.004000 0.000110 0.000330 0.000143 \n", "79 4.5 0.004500 0.000130 0.000360 0.000157 \n", "80 4.75 0.004750 0.000140 0.000370 0.000164 \n", "81 40 0.040000 0.001080 0.001750 0.001000 \n", "82 45 0.045000 0.001210 0.001910 0.001000 \n", "83 5 0.005000 0.000140 0.000390 0.000171 \n", "84 5.6 0.005600 0.000160 0.000420 0.000188 \n", "85 50 0.050000 0.001340 0.002060 NaN \n", "86 53 0.053000 0.001420 0.002150 NaN \n", "87 56 0.056000 0.001500 0.002240 NaN \n", "88 6.3 0.006300 0.000180 0.000460 0.000207 \n", "89 6.7 0.006700 0.000190 0.000480 0.000218 \n", "90 63 0.063000 0.001690 0.002440 NaN \n", "91 7.1 0.007100 0.000200 0.000500 0.000229 \n", "92 71 0.071000 0.001890 0.002670 NaN \n", "93 75 0.075000 0.002000 0.002780 NaN \n", "94 8 0.008000 0.000220 0.000540 0.000254 \n", "95 80 0.080000 0.002130 0.002910 NaN \n", "96 9 0.009000 0.000250 0.000590 0.000281 \n", "97 9.5 0.009500 0.000270 0.000610 0.000294 \n", "98 90 0.090000 0.002390 0.003180 NaN \n", "\n", " d_wire d_wire_min d_wire_max \n", "0 0.000020 0.000023 0.000023 \n", "1 0.000025 0.000029 0.000029 \n", "2 0.000028 0.000033 0.000033 \n", "3 0.000030 0.000035 0.000035 \n", "4 0.000030 0.000035 0.000035 \n", "5 0.000032 0.000037 0.000037 \n", "6 0.000032 0.000037 0.000037 \n", "7 0.000036 0.000041 0.000041 \n", "8 0.000036 0.000041 0.000041 \n", "9 0.000040 0.000046 0.000046 \n", "10 0.000045 0.000052 0.000052 \n", "11 0.000050 0.000043 0.000058 \n", "12 0.000050 0.000043 0.000058 \n", "13 0.000056 0.000048 0.000064 \n", "14 0.000063 0.000054 0.000072 \n", "15 0.000071 0.000060 0.000082 \n", "16 0.000071 0.000060 0.000082 \n", "17 0.000080 0.000068 0.000092 \n", "18 0.000090 0.000077 0.000104 \n", "19 0.000100 0.000085 0.000115 \n", "20 0.000100 0.000085 0.000115 \n", "21 0.000112 0.000095 0.000130 \n", "22 0.000125 0.000106 0.000150 \n", "23 0.000140 0.000120 0.000170 \n", "24 0.000140 0.000120 0.000170 \n", "25 0.000160 0.000130 0.000190 \n", "26 0.000160 0.000130 0.000190 \n", "27 0.000180 0.000150 0.000210 \n", "28 0.000200 0.000170 0.000230 \n", "29 0.000200 0.000170 0.000230 \n", "30 0.000224 0.000190 0.000260 \n", "31 0.000250 0.000210 0.000290 \n", "32 0.000280 0.000240 0.000320 \n", "33 0.000280 0.000240 0.000320 \n", "34 0.000315 0.000270 0.000360 \n", "35 0.000355 0.000300 0.000410 \n", "36 0.000400 0.000340 0.000460 \n", "37 0.000400 0.000340 0.000460 \n", "38 0.000450 0.000380 0.000520 \n", "39 0.000450 0.000380 0.000520 \n", "40 0.000500 0.000430 0.000580 \n", "41 0.000500 0.000430 0.000580 \n", "42 0.000560 0.000480 0.000640 \n", "43 0.000560 0.000480 0.000640 \n", "44 0.000630 0.000540 0.000720 \n", "45 0.000630 0.000540 0.000720 \n", "46 0.000710 0.000600 0.000820 \n", "47 0.000800 0.000680 0.000920 \n", "48 0.000800 0.000680 0.000920 \n", "49 0.000800 0.000680 0.000920 \n", "50 0.002500 0.002100 0.002900 \n", "51 0.006300 0.005400 0.007200 \n", "52 0.006300 0.005400 0.007200 \n", "53 0.002500 0.002100 0.002900 \n", "54 0.008000 0.006800 0.009200 \n", "55 0.002500 0.002100 0.002900 \n", "56 0.008000 0.006800 0.009200 \n", "57 0.002800 0.002400 0.003200 \n", "58 0.002800 0.002400 0.003200 \n", "59 0.003150 0.002700 0.003600 \n", "60 0.003150 0.002700 0.003600 \n", "61 0.003150 0.002700 0.003600 \n", "62 0.000900 0.000770 0.001040 \n", "63 0.000900 0.000770 0.001040 \n", "64 0.001000 0.000850 0.001150 \n", "65 0.001000 0.000850 0.001150 \n", "66 0.001120 0.000950 0.001300 \n", "67 0.003150 0.002700 0.003600 \n", "68 0.003550 0.003000 0.004100 \n", "69 0.003550 0.003000 0.004100 \n", "70 0.003550 0.003000 0.004100 \n", "71 0.003550 0.003000 0.004100 \n", "72 0.001250 0.001060 0.001500 \n", "73 0.001250 0.001060 0.001500 \n", "74 0.001250 0.001060 0.001500 \n", "75 0.004000 0.003400 0.004600 \n", "76 0.004000 0.003400 0.004600 \n", "77 0.004500 0.003800 0.005200 \n", "78 0.001400 0.001200 0.001700 \n", "79 0.001400 0.001200 0.001700 \n", "80 0.001600 0.001300 0.001900 \n", "81 0.004500 0.003800 0.005200 \n", "82 0.004500 0.003800 0.005200 \n", "83 0.001600 0.001300 0.001900 \n", "84 0.001600 0.001300 0.001900 \n", "85 0.005000 0.004300 0.005800 \n", "86 0.005000 0.004300 0.005800 \n", "87 0.005000 0.004300 0.005800 \n", "88 0.001800 0.001500 0.002100 \n", "89 0.001800 0.001500 0.002100 \n", "90 0.005600 0.004800 0.006400 \n", "91 0.001800 0.001500 0.002100 \n", "92 0.005600 0.004800 0.006400 \n", "93 0.006300 0.005400 0.007200 \n", "94 0.002000 0.001700 0.002300 \n", "95 0.006300 0.005400 0.007200 \n", "96 0.002240 0.001900 0.002600 \n", "97 0.002240 0.001900 0.002600 \n", "98 0.006300 0.005400 0.007200 " ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# All units in SI, meters.\n", "dat = {}\n", "for name in Sieve.__slots__:\n", " vals = []\n", " for s in ISO_3310_1_sieves.values():\n", " vals.append(getattr(s, name))\n", " dat[name] = vals\n", "pd.DataFrame(dat).dropna(how='all', axis=1)" ] } ], "metadata": { "language_info": { "name": "python" } }, "nbformat": 4, "nbformat_minor": 1 }