{
"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": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" designation | \n",
" old_designation | \n",
" opening | \n",
" opening_inch | \n",
" Y_variation_avg | \n",
" X_variation_max | \n",
" max_opening | \n",
" calibration_samples | \n",
" compliance_sd | \n",
" inspection_samples | \n",
" inspection_sd | \n",
" calibration_sd | \n",
" d_wire | \n",
" d_wire_min | \n",
" d_wire_max | \n",
" compliance_samples | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 0.02 | \n",
" No. 635 | \n",
" 0.000020 | \n",
" 8.000000e-07 | \n",
" 0.000002 | \n",
" 0.000015 | \n",
" 0.035 | \n",
" 300.0 | \n",
" 5.330 | \n",
" 100.0 | \n",
" 4.510 | \n",
" 4.750 | \n",
" 2.000000e-08 | \n",
" 2.000000e-08 | \n",
" 2.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 1 | \n",
" 0.025 | \n",
" No. 500 | \n",
" 0.000025 | \n",
" 1.000000e-06 | \n",
" 0.000003 | \n",
" 0.000016 | \n",
" 0.041 | \n",
" 300.0 | \n",
" 5.710 | \n",
" 100.0 | \n",
" 4.820 | \n",
" 5.060 | \n",
" 3.000000e-08 | \n",
" 2.000000e-08 | \n",
" 3.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 2 | \n",
" 0.032 | \n",
" No. 450 | \n",
" 0.000032 | \n",
" 1.200000e-06 | \n",
" 0.000003 | \n",
" 0.000018 | \n",
" 0.050 | \n",
" 300.0 | \n",
" 6.420 | \n",
" 100.0 | \n",
" 5.420 | \n",
" 5.710 | \n",
" 3.000000e-08 | \n",
" 2.000000e-08 | \n",
" 3.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 3 | \n",
" 0.038 | \n",
" No. 400 | \n",
" 0.000038 | \n",
" 1.500000e-06 | \n",
" 0.000003 | \n",
" 0.000020 | \n",
" 0.058 | \n",
" 300.0 | \n",
" 7.090 | \n",
" 100.0 | \n",
" 5.990 | \n",
" 6.310 | \n",
" 3.000000e-08 | \n",
" 2.000000e-08 | \n",
" 3.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 4 | \n",
" 0.045 | \n",
" No. 325 | \n",
" 0.000045 | \n",
" 1.700000e-06 | \n",
" 0.000003 | \n",
" 0.000022 | \n",
" 0.067 | \n",
" 250.0 | \n",
" 7.760 | \n",
" 100.0 | \n",
" 6.560 | \n",
" 6.840 | \n",
" 3.000000e-08 | \n",
" 3.000000e-08 | \n",
" 4.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 5 | \n",
" 0.053 | \n",
" No. 270 | \n",
" 0.000053 | \n",
" 2.100000e-06 | \n",
" 0.000003 | \n",
" 0.000024 | \n",
" 0.077 | \n",
" 250.0 | \n",
" 8.440 | \n",
" 100.0 | \n",
" 7.130 | \n",
" 7.440 | \n",
" 4.000000e-08 | \n",
" 3.000000e-08 | \n",
" 4.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 6 | \n",
" 0.063 | \n",
" No. 230 | \n",
" 0.000063 | \n",
" 2.500000e-06 | \n",
" 0.000004 | \n",
" 0.000026 | \n",
" 0.089 | \n",
" 250.0 | \n",
" 9.180 | \n",
" 100.0 | \n",
" 7.760 | \n",
" 8.090 | \n",
" 5.000000e-08 | \n",
" 4.000000e-08 | \n",
" 5.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 7 | \n",
" 0.075 | \n",
" No. 200 | \n",
" 0.000075 | \n",
" 2.900000e-06 | \n",
" 0.000004 | \n",
" 0.000029 | \n",
" 0.104 | \n",
" 250.0 | \n",
" 10.230 | \n",
" 100.0 | \n",
" 8.640 | \n",
" 9.020 | \n",
" 5.000000e-08 | \n",
" 4.000000e-08 | \n",
" 6.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 8 | \n",
" 0.09 | \n",
" No. 170 | \n",
" 0.000090 | \n",
" 3.500000e-06 | \n",
" 0.000005 | \n",
" 0.000032 | \n",
" 0.122 | \n",
" 200.0 | \n",
" 11.270 | \n",
" 100.0 | \n",
" 9.530 | \n",
" 9.800 | \n",
" 6.000000e-08 | \n",
" 5.000000e-08 | \n",
" 7.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 9 | \n",
" 0.106 | \n",
" No. 140 | \n",
" 0.000106 | \n",
" 4.100000e-06 | \n",
" 0.000005 | \n",
" 0.000035 | \n",
" 0.141 | \n",
" 200.0 | \n",
" 12.390 | \n",
" 100.0 | \n",
" 10.470 | \n",
" 10.770 | \n",
" 7.000000e-08 | \n",
" 6.000000e-08 | \n",
" 8.000000e-08 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 10 | \n",
" 0.125 | \n",
" No. 120 | \n",
" 0.000125 | \n",
" 4.900000e-06 | \n",
" 0.000006 | \n",
" 0.000038 | \n",
" 0.163 | \n",
" 200.0 | \n",
" 13.510 | \n",
" 100.0 | \n",
" 11.410 | \n",
" 11.740 | \n",
" 9.000000e-08 | \n",
" 8.000000e-08 | \n",
" 1.000000e-07 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 11 | \n",
" 0.15 | \n",
" No. 100 | \n",
" 0.000150 | \n",
" 5.900000e-06 | \n",
" 0.000007 | \n",
" 0.000043 | \n",
" 0.193 | \n",
" 200.0 | \n",
" 15.300 | \n",
" 100.0 | \n",
" 12.930 | \n",
" 13.300 | \n",
" 1.000000e-07 | \n",
" 9.000000e-08 | \n",
" 1.200000e-07 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 12 | \n",
" 0.18 | \n",
" No. 80 | \n",
" 0.000180 | \n",
" 7.000000e-06 | \n",
" 0.000008 | \n",
" 0.000047 | \n",
" 0.227 | \n",
" 200.0 | \n",
" 16.850 | \n",
" 100.0 | \n",
" 14.240 | \n",
" 14.650 | \n",
" 1.200000e-07 | \n",
" 1.100000e-07 | \n",
" 1.500000e-07 | \n",
" 1000.0 | \n",
"
\n",
" \n",
" 13 | \n",
" 0.212 | \n",
" No. 70 | \n",
" 0.000212 | \n",
" 8.300000e-06 | \n",
" 0.000009 | \n",
" 0.000052 | \n",
" 0.264 | \n",
" 160.0 | \n",
" 18.790 | \n",
" 80.0 | \n",
" 15.590 | \n",
" 16.080 | \n",
" 1.400000e-07 | \n",
" 1.200000e-07 | \n",
" 1.700000e-07 | \n",
" 800.0 | \n",
"
\n",
" \n",
" 14 | \n",
" 0.25 | \n",
" No. 60 | \n",
" 0.000250 | \n",
" 9.800000e-06 | \n",
" 0.000010 | \n",
" 0.000058 | \n",
" 0.308 | \n",
" 160.0 | \n",
" 21.020 | \n",
" 80.0 | \n",
" 17.440 | \n",
" 17.990 | \n",
" 1.600000e-07 | \n",
" 1.300000e-07 | \n",
" 1.900000e-07 | \n",
" 800.0 | \n",
"
\n",
" \n",
" 15 | \n",
" 0.3 | \n",
" No. 50 | \n",
" 0.000300 | \n",
" 1.170000e-05 | \n",
" 0.000012 | \n",
" 0.000065 | \n",
" 0.365 | \n",
" 160.0 | \n",
" 23.700 | \n",
" 80.0 | \n",
" 19.660 | \n",
" 20.290 | \n",
" 2.000000e-07 | \n",
" 1.700000e-07 | \n",
" 2.300000e-07 | \n",
" 800.0 | \n",
"
\n",
" \n",
" 16 | \n",
" 0.355 | \n",
" No. 45 | \n",
" 0.000355 | \n",
" 1.390000e-05 | \n",
" 0.000013 | \n",
" 0.000072 | \n",
" 0.427 | \n",
" 160.0 | \n",
" 26.450 | \n",
" 80.0 | \n",
" 21.950 | \n",
" 22.640 | \n",
" 2.200000e-07 | \n",
" 1.900000e-07 | \n",
" 2.600000e-07 | \n",
" 800.0 | \n",
"
\n",
" \n",
" 17 | \n",
" 0.425 | \n",
" No. 40 | \n",
" 0.000425 | \n",
" 1.650000e-05 | \n",
" 0.000016 | \n",
" 0.000081 | \n",
" 0.506 | \n",
" 120.0 | \n",
" 29.950 | \n",
" 60.0 | \n",
" 24.200 | \n",
" 25.080 | \n",
" 2.800000e-07 | \n",
" 2.400000e-07 | \n",
" 3.200000e-07 | \n",
" 600.0 | \n",
"
\n",
" \n",
" 18 | \n",
" 0.5 | \n",
" No. 35 | \n",
" 0.000500 | \n",
" 1.970000e-05 | \n",
" 0.000018 | \n",
" 0.000089 | \n",
" 0.589 | \n",
" 120.0 | \n",
" 33.230 | \n",
" 60.0 | \n",
" 26.850 | \n",
" 27.820 | \n",
" 3.200000e-07 | \n",
" 2.700000e-07 | \n",
" 3.600000e-07 | \n",
" 600.0 | \n",
"
\n",
" \n",
" 19 | \n",
" 0.6 | \n",
" No. 30 | \n",
" 0.000600 | \n",
" 2.340000e-05 | \n",
" 0.000021 | \n",
" 0.000101 | \n",
" 0.701 | \n",
" 100.0 | \n",
" 38.000 | \n",
" 50.0 | \n",
" 30.140 | \n",
" 31.320 | \n",
" 4.000000e-07 | \n",
" 3.400000e-07 | \n",
" 4.600000e-07 | \n",
" 500.0 | \n",
"
\n",
" \n",
" 20 | \n",
" 0.71 | \n",
" No. 25 | \n",
" 0.000710 | \n",
" 2.780000e-05 | \n",
" 0.000025 | \n",
" 0.000112 | \n",
" 0.822 | \n",
" 100.0 | \n",
" 42.630 | \n",
" 50.0 | \n",
" 33.820 | \n",
" 35.140 | \n",
" 4.500000e-07 | \n",
" 3.800000e-07 | \n",
" 5.200000e-07 | \n",
" 500.0 | \n",
"
\n",
" \n",
" 21 | \n",
" 0.85 | \n",
" No. 20 | \n",
" 0.000850 | \n",
" 3.310000e-05 | \n",
" 0.000029 | \n",
" 0.000127 | \n",
" 0.977 | \n",
" 80.0 | \n",
" 48.760 | \n",
" 40.0 | \n",
" 37.730 | \n",
" 39.360 | \n",
" 5.000000e-07 | \n",
" 4.300000e-07 | \n",
" 5.800000e-07 | \n",
" 400.0 | \n",
"
\n",
" \n",
" 22 | \n",
" 1 | \n",
" No. 18 | \n",
" 0.001000 | \n",
" 3.940000e-05 | \n",
" 0.000034 | \n",
" 0.000140 | \n",
" 1.140 | \n",
" 80.0 | \n",
" 0.055 | \n",
" 40.0 | \n",
" 0.042 | \n",
" 0.044 | \n",
" 5.600000e-04 | \n",
" 4.800000e-04 | \n",
" 6.400000e-04 | \n",
" 400.0 | \n",
"
\n",
" \n",
" 23 | \n",
" 1.18 | \n",
" No. 16 | \n",
" 0.001180 | \n",
" 4.690000e-05 | \n",
" 0.000040 | \n",
" 0.000160 | \n",
" 1.340 | \n",
" 80.0 | \n",
" 0.063 | \n",
" 40.0 | \n",
" 0.049 | \n",
" 0.051 | \n",
" 6.300000e-04 | \n",
" 5.400000e-04 | \n",
" 7.200000e-04 | \n",
" 400.0 | \n",
"
\n",
" \n",
" 24 | \n",
" 1.4 | \n",
" No. 14 | \n",
" 0.001400 | \n",
" 5.550000e-05 | \n",
" 0.000046 | \n",
" 0.000180 | \n",
" 1.580 | \n",
" 80.0 | \n",
" 0.071 | \n",
" 40.0 | \n",
" 0.055 | \n",
" 0.057 | \n",
" 7.100000e-04 | \n",
" 6.000000e-04 | \n",
" 8.200000e-04 | \n",
" 400.0 | \n",
"
\n",
" \n",
" 25 | \n",
" 1.7 | \n",
" No. 12 | \n",
" 0.001700 | \n",
" 6.610000e-05 | \n",
" 0.000056 | \n",
" 0.000200 | \n",
" 1.900 | \n",
" 50.0 | \n",
" 0.081 | \n",
" 25.0 | \n",
" 0.059 | \n",
" 0.062 | \n",
" 8.000000e-04 | \n",
" 6.800000e-04 | \n",
" 9.200000e-04 | \n",
" 250.0 | \n",
"
\n",
" \n",
" 26 | \n",
" 100 | \n",
" 4 in. | \n",
" 0.100000 | \n",
" 4.000000e-03 | \n",
" 0.002940 | \n",
" 0.003820 | \n",
" 103.820 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 6.300000e-03 | \n",
" 5.400000e-03 | \n",
" 7.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 27 | \n",
" 106 | \n",
" 4.24 in. | \n",
" 0.106000 | \n",
" 4.240000e-03 | \n",
" 0.003120 | \n",
" 0.003990 | \n",
" 109.990 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 6.300000e-03 | \n",
" 5.400000e-03 | \n",
" 7.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 28 | \n",
" 11.2 | \n",
" 7/16 in. | \n",
" 0.011200 | \n",
" 4.380000e-04 | \n",
" 0.000346 | \n",
" 0.000770 | \n",
" 11.970 | \n",
" 30.0 | \n",
" 0.382 | \n",
" 15.0 | \n",
" 0.256 | \n",
" 0.274 | \n",
" 2.500000e-03 | \n",
" 2.100000e-03 | \n",
" 2.900000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 29 | \n",
" 12.5 | \n",
" 1/2 in. | \n",
" 0.012500 | \n",
" 5.000000e-04 | \n",
" 0.000385 | \n",
" 0.000830 | \n",
" 13.330 | \n",
" 30.0 | \n",
" 0.421 | \n",
" 15.0 | \n",
" 0.283 | \n",
" 0.302 | \n",
" 2.500000e-03 | \n",
" 2.100000e-03 | \n",
" 2.900000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 30 | \n",
" 125 | \n",
" 5 in. | \n",
" 0.125000 | \n",
" 5.000000e-03 | \n",
" 0.003660 | \n",
" 0.004510 | \n",
" 129.510 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 8.000000e-03 | \n",
" 6.800000e-03 | \n",
" 9.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 31 | \n",
" 13.2 | \n",
" 0.530 in. | \n",
" 0.013200 | \n",
" 5.300000e-04 | \n",
" 0.000406 | \n",
" 0.000860 | \n",
" 14.060 | \n",
" 30.0 | \n",
" 0.441 | \n",
" 15.0 | \n",
" 0.296 | \n",
" 0.316 | \n",
" 2.800000e-03 | \n",
" 2.400000e-03 | \n",
" 3.200000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 32 | \n",
" 16 | \n",
" 5/8 in. | \n",
" 0.016000 | \n",
" 6.250000e-04 | \n",
" 0.000490 | \n",
" 0.000990 | \n",
" 16.990 | \n",
" 30.0 | \n",
" 0.527 | \n",
" 15.0 | \n",
" 0.354 | \n",
" 0.378 | \n",
" 3.150000e-03 | \n",
" 2.700000e-03 | \n",
" 3.600000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 33 | \n",
" 19 | \n",
" 3/4 in. | \n",
" 0.019000 | \n",
" 7.500000e-04 | \n",
" 0.000579 | \n",
" 0.001130 | \n",
" 20.130 | \n",
" 30.0 | \n",
" 0.622 | \n",
" 15.0 | \n",
" 0.418 | \n",
" 0.446 | \n",
" 3.150000e-03 | \n",
" 2.700000e-03 | \n",
" 3.500000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 34 | \n",
" 2 | \n",
" No. 10 | \n",
" 0.002000 | \n",
" 7.870000e-05 | \n",
" 0.000065 | \n",
" 0.000230 | \n",
" 2.230 | \n",
" 50.0 | \n",
" 0.094 | \n",
" 25.0 | \n",
" 0.068 | \n",
" 0.072 | \n",
" 9.000000e-04 | \n",
" 7.700000e-04 | \n",
" 1.040000e-03 | \n",
" 250.0 | \n",
"
\n",
" \n",
" 35 | \n",
" 2.36 | \n",
" No. 8 | \n",
" 0.002360 | \n",
" 9.370000e-05 | \n",
" 0.000076 | \n",
" 0.000250 | \n",
" 2.610 | \n",
" 40.0 | \n",
" 0.104 | \n",
" 20.0 | \n",
" 0.073 | \n",
" 0.077 | \n",
" 1.000000e-03 | \n",
" 8.500000e-04 | \n",
" 1.150000e-03 | \n",
" 200.0 | \n",
"
\n",
" \n",
" 36 | \n",
" 2.8 | \n",
" No. 7 | \n",
" 0.002800 | \n",
" 1.100000e-04 | \n",
" 0.000090 | \n",
" 0.000290 | \n",
" 3.090 | \n",
" 40.0 | \n",
" 0.121 | \n",
" 20.0 | \n",
" 0.085 | \n",
" 0.090 | \n",
" 1.120000e-03 | \n",
" 9.500000e-04 | \n",
" 1.300000e-03 | \n",
" 200.0 | \n",
"
\n",
" \n",
" 37 | \n",
" 22.4 | \n",
" 7/8 in. | \n",
" 0.022400 | \n",
" 8.750000e-04 | \n",
" 0.000681 | \n",
" 0.001270 | \n",
" 23.670 | \n",
" NaN | \n",
" 0.734 | \n",
" 15.0 | \n",
" 0.493 | \n",
" NaN | \n",
" 3.550000e-03 | \n",
" 3.000000e-03 | \n",
" 4.100000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 38 | \n",
" 25 | \n",
" 1.00 in. | \n",
" 0.025000 | \n",
" 1.000000e-03 | \n",
" 0.000758 | \n",
" 0.001380 | \n",
" 26.380 | \n",
" NaN | \n",
" 0.823 | \n",
" 15.0 | \n",
" 0.553 | \n",
" NaN | \n",
" 3.550000e-03 | \n",
" 3.000000e-03 | \n",
" 4.100000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 39 | \n",
" 26.5 | \n",
" 1.06 in. | \n",
" 0.026500 | \n",
" 1.060000e-03 | \n",
" 0.000802 | \n",
" 0.001440 | \n",
" 27.940 | \n",
" NaN | \n",
" 0.869 | \n",
" 15.0 | \n",
" 0.584 | \n",
" NaN | \n",
" 3.550000e-03 | \n",
" 3.000000e-03 | \n",
" 4.100000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 40 | \n",
" 3.35 | \n",
" No. 6 | \n",
" 0.003350 | \n",
" 1.320000e-04 | \n",
" 0.000107 | \n",
" 0.000320 | \n",
" 3.670 | \n",
" 40.0 | \n",
" 0.138 | \n",
" 20.0 | \n",
" 0.097 | \n",
" 0.103 | \n",
" 1.250000e-03 | \n",
" 1.060000e-03 | \n",
" 1.500000e-03 | \n",
" 200.0 | \n",
"
\n",
" \n",
" 41 | \n",
" 31.5 | \n",
" 1 1/4 in. | \n",
" 0.031500 | \n",
" 1.250000e-03 | \n",
" 0.000950 | \n",
" 0.001630 | \n",
" 33.130 | \n",
" NaN | \n",
" 1.066 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 4.000000e-03 | \n",
" 3.400000e-03 | \n",
" 4.600000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 42 | \n",
" 37.5 | \n",
" 1 1/2 in. | \n",
" 0.037500 | \n",
" 1.500000e-03 | \n",
" 0.001130 | \n",
" 0.001850 | \n",
" 39.350 | \n",
" NaN | \n",
" 1.374 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 4.500000e-03 | \n",
" 3.800000e-03 | \n",
" 5.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 43 | \n",
" 4 | \n",
" No. 5 | \n",
" 0.004000 | \n",
" 1.570000e-04 | \n",
" 0.000127 | \n",
" 0.000370 | \n",
" 4.370 | \n",
" 30.0 | \n",
" 0.161 | \n",
" 15.0 | \n",
" 0.108 | \n",
" 0.115 | \n",
" 1.400000e-03 | \n",
" 1.200000e-03 | \n",
" 1.700000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 44 | \n",
" 4.75 | \n",
" No. 4 | \n",
" 0.004750 | \n",
" 1.870000e-04 | \n",
" 0.000150 | \n",
" 0.000410 | \n",
" 5.160 | \n",
" 30.0 | \n",
" 0.182 | \n",
" 15.0 | \n",
" 0.123 | \n",
" 0.131 | \n",
" 1.600000e-03 | \n",
" 1.300000e-03 | \n",
" 1.900000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 45 | \n",
" 45 | \n",
" 1 3/4 in. | \n",
" 0.045000 | \n",
" 1.750000e-03 | \n",
" 0.001350 | \n",
" 0.002120 | \n",
" 47.120 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 4.500000e-03 | \n",
" 3.800000e-03 | \n",
" 5.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 46 | \n",
" 5.6 | \n",
" No. 3 1/2 | \n",
" 0.005600 | \n",
" 2.230000e-04 | \n",
" 0.000176 | \n",
" 0.000470 | \n",
" 6.070 | \n",
" 30.0 | \n",
" 0.211 | \n",
" 15.0 | \n",
" 0.142 | \n",
" 0.151 | \n",
" 1.600000e-03 | \n",
" 1.300000e-03 | \n",
" 1.900000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 47 | \n",
" 50 | \n",
" 2 in. | \n",
" 0.050000 | \n",
" 2.000000e-03 | \n",
" 0.001490 | \n",
" 0.002290 | \n",
" 52.290 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 5.000000e-03 | \n",
" 4.300000e-03 | \n",
" 5.800000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 48 | \n",
" 53 | \n",
" 2.12 in. | \n",
" 0.053000 | \n",
" 2.120000e-03 | \n",
" 0.001580 | \n",
" 0.002390 | \n",
" 55.390 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 5.000000e-03 | \n",
" 4.300000e-03 | \n",
" 5.800000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 49 | \n",
" 6.3 | \n",
" 1/4 in. | \n",
" 0.006300 | \n",
" 2.500000e-04 | \n",
" 0.000197 | \n",
" 0.000510 | \n",
" 6.810 | \n",
" 30.0 | \n",
" 0.233 | \n",
" 15.0 | \n",
" 0.157 | \n",
" 0.167 | \n",
" 1.800000e-03 | \n",
" 1.500000e-03 | \n",
" 2.100000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 50 | \n",
" 6.7 | \n",
" 0.265 in. | \n",
" 0.006700 | \n",
" 2.650000e-04 | \n",
" 0.000210 | \n",
" 0.000530 | \n",
" 7.230 | \n",
" 30.0 | \n",
" 0.245 | \n",
" 15.0 | \n",
" 0.164 | \n",
" 0.175 | \n",
" 1.800000e-03 | \n",
" 1.500000e-03 | \n",
" 2.100000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 51 | \n",
" 63 | \n",
" 2 1/2 in. | \n",
" 0.063000 | \n",
" 2.500000e-03 | \n",
" 0.001870 | \n",
" 0.002710 | \n",
" 65.710 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 5.600000e-03 | \n",
" 4.800000e-03 | \n",
" 6.400000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 52 | \n",
" 75 | \n",
" 3 in. | \n",
" 0.075000 | \n",
" 3.000000e-03 | \n",
" 0.002220 | \n",
" 0.003090 | \n",
" 78.090 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 6.300000e-03 | \n",
" 5.400000e-03 | \n",
" 7.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
" 53 | \n",
" 8 | \n",
" 5/16 in. | \n",
" 0.008000 | \n",
" 3.120000e-04 | \n",
" 0.000249 | \n",
" 0.000600 | \n",
" 8.600 | \n",
" 30.0 | \n",
" 0.284 | \n",
" 15.0 | \n",
" 0.191 | \n",
" 0.204 | \n",
" 2.000000e-03 | \n",
" 1.700000e-03 | \n",
" 2.300000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 54 | \n",
" 9.5 | \n",
" 3/8 in. | \n",
" 0.009500 | \n",
" 3.750000e-04 | \n",
" 0.000295 | \n",
" 0.000680 | \n",
" 10.180 | \n",
" 30.0 | \n",
" 0.330 | \n",
" 15.0 | \n",
" 0.222 | \n",
" 0.237 | \n",
" 2.240000e-03 | \n",
" 1.900000e-03 | \n",
" 2.600000e-03 | \n",
" 150.0 | \n",
"
\n",
" \n",
" 55 | \n",
" 90 | \n",
" 3 1/2 in. | \n",
" 0.090000 | \n",
" 3.500000e-03 | \n",
" 0.002650 | \n",
" 0.003530 | \n",
" 93.530 | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" NaN | \n",
" 6.300000e-03 | \n",
" 5.400000e-03 | \n",
" 7.200000e-03 | \n",
" 20.0 | \n",
"
\n",
" \n",
"
\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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" | \n",
" designation | \n",
" opening | \n",
" Y_variation_avg | \n",
" X_variation_max | \n",
" compliance_sd | \n",
" d_wire | \n",
" d_wire_min | \n",
" d_wire_max | \n",
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" 32 | \n",
" 0.425 | \n",
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" 35 | \n",
" 0.56 | \n",
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" 0.000087 | \n",
" 0.000032 | \n",
" 0.000355 | \n",
" 0.000300 | \n",
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"
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" \n",
" 36 | \n",
" 0.6 | \n",
" 0.000600 | \n",
" 0.000019 | \n",
" 0.000091 | \n",
" 0.000034 | \n",
" 0.000400 | \n",
" 0.000340 | \n",
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"
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" \n",
" 37 | \n",
" 0.63 | \n",
" 0.000630 | \n",
" 0.000020 | \n",
" 0.000093 | \n",
" 0.000035 | \n",
" 0.000400 | \n",
" 0.000340 | \n",
" 0.000460 | \n",
"
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" \n",
" 38 | \n",
" 0.71 | \n",
" 0.000710 | \n",
" 0.000022 | \n",
" 0.000101 | \n",
" 0.000038 | \n",
" 0.000450 | \n",
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" 0.000520 | \n",
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" 39 | \n",
" 0.8 | \n",
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" 0.000109 | \n",
" 0.000042 | \n",
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" 40 | \n",
" 0.85 | \n",
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" 0.000114 | \n",
" 0.000044 | \n",
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"
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" \n",
" 41 | \n",
" 0.9 | \n",
" 0.000900 | \n",
" 0.000028 | \n",
" 0.000118 | \n",
" 0.000046 | \n",
" 0.000500 | \n",
" 0.000430 | \n",
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"
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" 42 | \n",
" 1 | \n",
" 0.001000 | \n",
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" 0.000130 | \n",
" 0.000049 | \n",
" 0.000560 | \n",
" 0.000480 | \n",
" 0.000640 | \n",
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" \n",
" 43 | \n",
" 1.12 | \n",
" 0.001120 | \n",
" 0.000030 | \n",
" 0.000140 | \n",
" 0.000053 | \n",
" 0.000560 | \n",
" 0.000480 | \n",
" 0.000640 | \n",
"
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" 44 | \n",
" 1.18 | \n",
" 0.001180 | \n",
" 0.000040 | \n",
" 0.000140 | \n",
" 0.000056 | \n",
" 0.000630 | \n",
" 0.000540 | \n",
" 0.000720 | \n",
"
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" \n",
" 45 | \n",
" 1.25 | \n",
" 0.001250 | \n",
" 0.000040 | \n",
" 0.000150 | \n",
" 0.000058 | \n",
" 0.000630 | \n",
" 0.000540 | \n",
" 0.000720 | \n",
"
\n",
" \n",
" 46 | \n",
" 1.4 | \n",
" 0.001400 | \n",
" 0.000040 | \n",
" 0.000160 | \n",
" 0.000063 | \n",
" 0.000710 | \n",
" 0.000600 | \n",
" 0.000820 | \n",
"
\n",
" \n",
" 47 | \n",
" 1.6 | \n",
" 0.001600 | \n",
" 0.000050 | \n",
" 0.000170 | \n",
" 0.000070 | \n",
" 0.000800 | \n",
" 0.000680 | \n",
" 0.000920 | \n",
"
\n",
" \n",
" 48 | \n",
" 1.7 | \n",
" 0.001700 | \n",
" 0.000050 | \n",
" 0.000180 | \n",
" 0.000073 | \n",
" 0.000800 | \n",
" 0.000680 | \n",
" 0.000920 | \n",
"
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" \n",
" 49 | \n",
" 1.8 | \n",
" 0.001800 | \n",
" 0.000050 | \n",
" 0.000190 | \n",
" 0.000076 | \n",
" 0.000800 | \n",
" 0.000680 | \n",
" 0.000920 | \n",
"
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" 50 | \n",
" 10 | \n",
" 0.010000 | \n",
" 0.000280 | \n",
" 0.000640 | \n",
" 0.000307 | \n",
" 0.002500 | \n",
" 0.002100 | \n",
" 0.002900 | \n",
"
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" \n",
" 51 | \n",
" 100 | \n",
" 0.100000 | \n",
" 0.002650 | \n",
" 0.003440 | \n",
" NaN | \n",
" 0.006300 | \n",
" 0.005400 | \n",
" 0.007200 | \n",
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" 52 | \n",
" 106 | \n",
" 0.106000 | \n",
" 0.002800 | \n",
" 0.003590 | \n",
" NaN | \n",
" 0.006300 | \n",
" 0.005400 | \n",
" 0.007200 | \n",
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" 53 | \n",
" 11.2 | \n",
" 0.011200 | \n",
" 0.000310 | \n",
" 0.000690 | \n",
" 0.000339 | \n",
" 0.002500 | \n",
" 0.002100 | \n",
" 0.002900 | \n",
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" 54 | \n",
" 112 | \n",
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" 0.002960 | \n",
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" NaN | \n",
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" 0.009200 | \n",
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" 55 | \n",
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" 0.012500 | \n",
" 0.000350 | \n",
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" 125 | \n",
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" 0.003300 | \n",
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" 57 | \n",
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" 0.013200 | \n",
" 0.000370 | \n",
" 0.000780 | \n",
" 0.000392 | \n",
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" 14 | \n",
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" 0.000390 | \n",
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" 16 | \n",
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" 0.003150 | \n",
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" 18 | \n",
" 0.018000 | \n",
" 0.000490 | \n",
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" 19 | \n",
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" 0.002240 | \n",
" 0.000070 | \n",
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" 0.001000 | \n",
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" \n",
" 66 | \n",
" 2.8 | \n",
" 0.002800 | \n",
" 0.000080 | \n",
" 0.000260 | \n",
" 0.000108 | \n",
" 0.001120 | \n",
" 0.000950 | \n",
" 0.001300 | \n",
"
\n",
" \n",
" 67 | \n",
" 20 | \n",
" 0.020000 | \n",
" 0.000550 | \n",
" 0.001050 | \n",
" 0.000575 | \n",
" 0.003150 | \n",
" 0.002700 | \n",
" 0.003600 | \n",
"
\n",
" \n",
" 68 | \n",
" 22.4 | \n",
" 0.022400 | \n",
" 0.000610 | \n",
" 0.001140 | \n",
" 0.000641 | \n",
" 0.003550 | \n",
" 0.003000 | \n",
" 0.004100 | \n",
"
\n",
" \n",
" 69 | \n",
" 25 | \n",
" 0.025000 | \n",
" 0.000680 | \n",
" 0.001240 | \n",
" 0.000713 | \n",
" 0.003550 | \n",
" 0.003000 | \n",
" 0.004100 | \n",
"
\n",
" \n",
" 70 | \n",
" 26.5 | \n",
" 0.026500 | \n",
" 0.000720 | \n",
" 0.001290 | \n",
" 0.000757 | \n",
" 0.003550 | \n",
" 0.003000 | \n",
" 0.004100 | \n",
"
\n",
" \n",
" 71 | \n",
" 28 | \n",
" 0.028000 | \n",
" 0.000760 | \n",
" 0.001350 | \n",
" 0.000801 | \n",
" 0.003550 | \n",
" 0.003000 | \n",
" 0.004100 | \n",
"
\n",
" \n",
" 72 | \n",
" 3.15 | \n",
" 0.003150 | \n",
" 0.000090 | \n",
" 0.000280 | \n",
" 0.000118 | \n",
" 0.001250 | \n",
" 0.001060 | \n",
" 0.001500 | \n",
"
\n",
" \n",
" 73 | \n",
" 3.35 | \n",
" 0.003350 | \n",
" 0.000100 | \n",
" 0.000290 | \n",
" 0.000124 | \n",
" 0.001250 | \n",
" 0.001060 | \n",
" 0.001500 | \n",
"
\n",
" \n",
" 74 | \n",
" 3.55 | \n",
" 0.003550 | \n",
" 0.000100 | \n",
" 0.000300 | \n",
" 0.000130 | \n",
" 0.001250 | \n",
" 0.001060 | \n",
" 0.001500 | \n",
"
\n",
" \n",
" 75 | \n",
" 31.5 | \n",
" 0.031500 | \n",
" 0.000850 | \n",
" 0.001470 | \n",
" 0.000905 | \n",
" 0.004000 | \n",
" 0.003400 | \n",
" 0.004600 | \n",
"
\n",
" \n",
" 76 | \n",
" 35.5 | \n",
" 0.035500 | \n",
" 0.000960 | \n",
" 0.001600 | \n",
" 0.001000 | \n",
" 0.004000 | \n",
" 0.003400 | \n",
" 0.004600 | \n",
"
\n",
" \n",
" 77 | \n",
" 37.5 | \n",
" 0.037500 | \n",
" 0.001010 | \n",
" 0.001670 | \n",
" 0.001000 | \n",
" 0.004500 | \n",
" 0.003800 | \n",
" 0.005200 | \n",
"
\n",
" \n",
" 78 | \n",
" 4 | \n",
" 0.004000 | \n",
" 0.000110 | \n",
" 0.000330 | \n",
" 0.000143 | \n",
" 0.001400 | \n",
" 0.001200 | \n",
" 0.001700 | \n",
"
\n",
" \n",
" 79 | \n",
" 4.5 | \n",
" 0.004500 | \n",
" 0.000130 | \n",
" 0.000360 | \n",
" 0.000157 | \n",
" 0.001400 | \n",
" 0.001200 | \n",
" 0.001700 | \n",
"
\n",
" \n",
" 80 | \n",
" 4.75 | \n",
" 0.004750 | \n",
" 0.000140 | \n",
" 0.000370 | \n",
" 0.000164 | \n",
" 0.001600 | \n",
" 0.001300 | \n",
" 0.001900 | \n",
"
\n",
" \n",
" 81 | \n",
" 40 | \n",
" 0.040000 | \n",
" 0.001080 | \n",
" 0.001750 | \n",
" 0.001000 | \n",
" 0.004500 | \n",
" 0.003800 | \n",
" 0.005200 | \n",
"
\n",
" \n",
" 82 | \n",
" 45 | \n",
" 0.045000 | \n",
" 0.001210 | \n",
" 0.001910 | \n",
" 0.001000 | \n",
" 0.004500 | \n",
" 0.003800 | \n",
" 0.005200 | \n",
"
\n",
" \n",
" 83 | \n",
" 5 | \n",
" 0.005000 | \n",
" 0.000140 | \n",
" 0.000390 | \n",
" 0.000171 | \n",
" 0.001600 | \n",
" 0.001300 | \n",
" 0.001900 | \n",
"
\n",
" \n",
" 84 | \n",
" 5.6 | \n",
" 0.005600 | \n",
" 0.000160 | \n",
" 0.000420 | \n",
" 0.000188 | \n",
" 0.001600 | \n",
" 0.001300 | \n",
" 0.001900 | \n",
"
\n",
" \n",
" 85 | \n",
" 50 | \n",
" 0.050000 | \n",
" 0.001340 | \n",
" 0.002060 | \n",
" NaN | \n",
" 0.005000 | \n",
" 0.004300 | \n",
" 0.005800 | \n",
"
\n",
" \n",
" 86 | \n",
" 53 | \n",
" 0.053000 | \n",
" 0.001420 | \n",
" 0.002150 | \n",
" NaN | \n",
" 0.005000 | \n",
" 0.004300 | \n",
" 0.005800 | \n",
"
\n",
" \n",
" 87 | \n",
" 56 | \n",
" 0.056000 | \n",
" 0.001500 | \n",
" 0.002240 | \n",
" NaN | \n",
" 0.005000 | \n",
" 0.004300 | \n",
" 0.005800 | \n",
"
\n",
" \n",
" 88 | \n",
" 6.3 | \n",
" 0.006300 | \n",
" 0.000180 | \n",
" 0.000460 | \n",
" 0.000207 | \n",
" 0.001800 | \n",
" 0.001500 | \n",
" 0.002100 | \n",
"
\n",
" \n",
" 89 | \n",
" 6.7 | \n",
" 0.006700 | \n",
" 0.000190 | \n",
" 0.000480 | \n",
" 0.000218 | \n",
" 0.001800 | \n",
" 0.001500 | \n",
" 0.002100 | \n",
"
\n",
" \n",
" 90 | \n",
" 63 | \n",
" 0.063000 | \n",
" 0.001690 | \n",
" 0.002440 | \n",
" NaN | \n",
" 0.005600 | \n",
" 0.004800 | \n",
" 0.006400 | \n",
"
\n",
" \n",
" 91 | \n",
" 7.1 | \n",
" 0.007100 | \n",
" 0.000200 | \n",
" 0.000500 | \n",
" 0.000229 | \n",
" 0.001800 | \n",
" 0.001500 | \n",
" 0.002100 | \n",
"
\n",
" \n",
" 92 | \n",
" 71 | \n",
" 0.071000 | \n",
" 0.001890 | \n",
" 0.002670 | \n",
" NaN | \n",
" 0.005600 | \n",
" 0.004800 | \n",
" 0.006400 | \n",
"
\n",
" \n",
" 93 | \n",
" 75 | \n",
" 0.075000 | \n",
" 0.002000 | \n",
" 0.002780 | \n",
" NaN | \n",
" 0.006300 | \n",
" 0.005400 | \n",
" 0.007200 | \n",
"
\n",
" \n",
" 94 | \n",
" 8 | \n",
" 0.008000 | \n",
" 0.000220 | \n",
" 0.000540 | \n",
" 0.000254 | \n",
" 0.002000 | \n",
" 0.001700 | \n",
" 0.002300 | \n",
"
\n",
" \n",
" 95 | \n",
" 80 | \n",
" 0.080000 | \n",
" 0.002130 | \n",
" 0.002910 | \n",
" NaN | \n",
" 0.006300 | \n",
" 0.005400 | \n",
" 0.007200 | \n",
"
\n",
" \n",
" 96 | \n",
" 9 | \n",
" 0.009000 | \n",
" 0.000250 | \n",
" 0.000590 | \n",
" 0.000281 | \n",
" 0.002240 | \n",
" 0.001900 | \n",
" 0.002600 | \n",
"
\n",
" \n",
" 97 | \n",
" 9.5 | \n",
" 0.009500 | \n",
" 0.000270 | \n",
" 0.000610 | \n",
" 0.000294 | \n",
" 0.002240 | \n",
" 0.001900 | \n",
" 0.002600 | \n",
"
\n",
" \n",
" 98 | \n",
" 90 | \n",
" 0.090000 | \n",
" 0.002390 | \n",
" 0.003180 | \n",
" NaN | \n",
" 0.006300 | \n",
" 0.005400 | \n",
" 0.007200 | \n",
"
\n",
" \n",
"
\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
}