Commit 3c3c3b9a authored by Camron Blackburn's avatar Camron Blackburn
Browse files

add fitler diameter data

parent 5670fc9e
# ignore mac files
.DS_Store
\ No newline at end of file
.DS_Store
# ignore mython checkpoints
.ipynb_checkpoints/
\ No newline at end of file
Fiber diameter,um,,,,,,,,,,,,,,,
3M_1000MPR,3M_1900MPR,3M_300MPR,3M_N95,Arauco_BKP,Arauco_EKP,Arauco_UKP,Gerson_N95,HEPA,HV_PN13015AP2,HV_TSP050PLUS,HV_TSP050YA002,HV_TSP100NS015,KC_47117,cotton,polyester,tyvek
21.1,15.6,24.7,25,38.9,31.3,36.5,21.4,3.53,3.86,19.1,23.5,9.9,5.11,14.3,9.48,8.5
21.8,17.2,23.5,19.2,35.9,17.2,21.6,20.2,2.84,2.07,10.5,18.2,16.6,2.58,20.1,7.97,3.07
18.4,17.1,21.5,20.3,19.8,15.9,41.9,20.8,1.02,5.77,18.7,23.5,21.2,8.57,12.6,10.4,12.9
17.9,15.8,26.9,,25.3,11.1,54,19.1,3.41,2.9,17.5,23.7,19.4,3.16,11.5,12.6,7.51
17.8,16.1,22.2,,43,8.77,28.4,25,1.44,1.97,20.1,11.5,10.1,5.96,20.3,9.69,4.49
20.5,15.6,21.7,,30.7,11,44.5,19,0.458,2.31,19,21.2,22.6,8.65,14.9,8.6,8.28
20,16.3,24.3,,44.7,15.3,33.6,23.5,0.397,2.76,16.9,18.5,20.3,2.28,14.5,10.6,7.21
16.9,14.3,24.1,,44.7,27.7,16.3,19.3,3,2.97,16,11.5,19.4,6.17,14.1,12.6,9.56
21.3,16.3,23.2,,21.3,13,36.5,20.3,0.458,2.76,18.2,22.5,20.3,2.82,16.7,8.6,24.1
19.9,15.2,26.1,,31.1,20.1,24.9,23.2,1.79,1.17,16.5,19.6,16.4,34.8,14.4,6.87,7.7
16.5,17.2,24.3,,31.2,17.7,22.2,21.5,3.53,4.4,15.2,22.4,19.2,47.5,18.9,6.87,1.14
13.5,16.3,24.9,,31.1,16.3,30.7,19.2,,4.62,24.8,24.6,23.5,19.2,13.3,9.52,5.54
16.6,15,24.5,,22,17.6,33.6,16.7,,3,10.9,23.9,17.2,20.6,12.3,7.5,3.53
12.9,16.5,26.2,,23.1,24.4,28.4,22.8,,3.48,17.5,23.1,22.5,29,14.6,13.1,11.6
18.6,16.4,22.5,,32.7,15.9,44.5,29.3,,6.3,18.4,22.5,19.2,,16.1,14,6.56
16.9,16.7,26.1,,27.8,11.7,30.7,21.3,,3.14,14.7,16.1,23.4,,18.3,14,5.48
19.4,15.9,23.4,,13.4,9.4,43.1,21.5,,2.73,16.9,,21.8,,15.6,10.6,4.84
18.9,16.2,21.4,,18.2,19.3,51,21.8,,6.96,19,,12.3,,24.7,9.49,24.8
12.3,15.5,23.4,,17,17,45.9,28.8,,4,,,16.3,,19.9,10.2,
19,15.5,,,20.6,7.45,23.8,14.5,,3.38,,,23,,10.9,9.26,
16.9,16.1,,,44.7,15.5,33.5,5.01,,2.68,,,14.4,,13.7,13,
18.2,16.4,,,41.2,11.2,42.8,3.11,,6.65,,,21.5,,11.8,12.7,
15.5,14.4,,,40.2,18.9,44.3,16.1,,2.62,,,18.1,,16.7,,
20.2,15.6,,,55.7,13.7,45.1,7.51,,2.13,,,15,,18,,
19.3,15.2,,,39.3,10.2,55.4,12.2,,2.94,,,19,,14.6,,
18.5,15.9,,,47.7,14.8,30.7,7.4,,6.9,,,16.3,,,,
21.5,15.8,,,43.4,15.1,53.8,,,,,,17.3,,,,
19.5,,,,29.4,21.5,22,,,,,,12.5,,,,
18.1,,,,41.5,10.2,21.4,,,,,,19.5,,,,
,,,,38.3,11.1,31.4,,,,,,,,,,
,,,,33.3,19.3,33.7,,,,,,,,,,
,,,,35.9,15.2,25.9,,,,,,,,,,
,,,,48,11.7,27.6,,,,,,,,,,
,,,,49.6,19.3,18.8,,,,,,,,,,
,,,,59.5,18.1,8.62,,,,,,,,,,
,,,,37.8,10.9,57.7,,,,,,,,,,
,,,,37.8,15.3,48.9,,,,,,,,,,
,,,,38.6,7.29,46.6,,,,,,,,,,
,,,,38.3,,35.4,,,,,,,,,,
,,,,56.9,,26.3,,,,,,,,,,
,,,,28.4,,32,,,,,,,,,,
,,,,52.2,,44.6,,,,,,,,,,
,,,,,,31.4,,,,,,,,,,
,,,,,,32,,,,,,,,,,
,,,,,,43.8,,,,,,,,,,
,,,,,,42.7,,,,,,,,,,
,,,,,,37.3,,,,,,,,,,
\ No newline at end of file
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# data notes"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import numpy as np\n",
"import os\n",
"import lxml.html as lhtml"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# master table"
]
},
{
"cell_type": "code",
"execution_count": 91,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>image</th>\n",
" <th>avg fiber diameter (um)</th>\n",
" <th>thickness (mm)</th>\n",
" <th>weight (g/cm^2)</th>\n",
" <th>filter efficiency (%)</th>\n",
" <th>pressure drop (psi)</th>\n",
" <th>nameref</th>\n",
" <th>imagepath</th>\n",
" </tr>\n",
" <tr>\n",
" <th>name</th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>3M_1000MPR</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.280</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_1000MPR/3M_1000MPR.html</td>\n",
" <td>./materials/3M_1000MPR/SEM/3M_filtrete1000_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_1900MPR</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.319</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_1900MPR/3M_1900MPR.html</td>\n",
" <td>./materials/3M_1900MPR/SEM/3M_filtrete1900_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_300MPR</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.292</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_300MPR/3M_300MPR.html</td>\n",
" <td>./materials/3M_300MPR/SEM/3M_filtrete300_20nmA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_N95</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.721</td>\n",
" <td>0.0223</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_N95/3M_N95.html</td>\n",
" <td>./materials/3M_N95/SEM/3MN95_nosputter_top_000...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_BKP</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1.800</td>\n",
" <td>0.0639</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_BKP/Arauco_BKP.html</td>\n",
" <td>./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_EKP</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1.300</td>\n",
" <td>0.0772</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_EKP/Arauco_EKP.html</td>\n",
" <td>./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_UKP</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1.600</td>\n",
" <td>0.0821</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_UKP/Arauco_UKP.html</td>\n",
" <td>./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Gerson_N95</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>1.076</td>\n",
" <td>0.0306</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Gerson_N95/Gerson_N95.html</td>\n",
" <td>./materials/Gerson_N95/SEM/GersonN95_nosputter...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HEPA</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.209</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HEPA/HEPA.html</td>\n",
" <td>./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_PN13015AP2</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.081</td>\n",
" <td>0.0020</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_PN13015AP2/HV_PN13015AP2.html</td>\n",
" <td>./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP050PLUS</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.295</td>\n",
" <td>0.0064</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP050PLUS/HV_TSP050PLUS.html</td>\n",
" <td>./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP050YA002</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.446</td>\n",
" <td>0.0143</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP050YA002/HV_TSP050YA002.html</td>\n",
" <td>./materials/HV_TSP050YA002/SEM/TSP050YA002_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP100NS015</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.437</td>\n",
" <td>0.0152</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP100NS015/HV_TSP100NS015.html</td>\n",
" <td>./materials/HV_TSP100NS015/SEM/TSP100NS015_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KC_47117</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.184</td>\n",
" <td>0.0067</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/KC_47117/KC_47117.html</td>\n",
" <td>./materials/KC_47117/SEM/KC47117_20sputter_mid...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>cotton</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.333</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/cotton/cotton.html</td>\n",
" <td>./materials/cotton/SEM/tshirt_100cotton_20nmAu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>polyester</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.137</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/polyester/polyester.html</td>\n",
" <td>./materials/polyester/SEM/pillowcase_20nmAu_to...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>tyvek</th>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0.143</td>\n",
" <td>0.0065</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/tyvek/tyvek.html</td>\n",
" <td>./materials/tyvek/SEM/tyvek_20nmAu_top_0005_re...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" image avg fiber diameter (um) thickness (mm) \\\n",
"name \n",
"3M_1000MPR NaN NaN 0.280 \n",
"3M_1900MPR NaN NaN 0.319 \n",
"3M_300MPR NaN NaN 0.292 \n",
"3M_N95 NaN NaN 0.721 \n",
"Arauco_BKP NaN NaN 1.800 \n",
"Arauco_EKP NaN NaN 1.300 \n",
"Arauco_UKP NaN NaN 1.600 \n",
"Gerson_N95 NaN NaN 1.076 \n",
"HEPA NaN NaN 0.209 \n",
"HV_PN13015AP2 NaN NaN 0.081 \n",
"HV_TSP050PLUS NaN NaN 0.295 \n",
"HV_TSP050YA002 NaN NaN 0.446 \n",
"HV_TSP100NS015 NaN NaN 0.437 \n",
"KC_47117 NaN NaN 0.184 \n",
"cotton NaN NaN 0.333 \n",
"polyester NaN NaN 0.137 \n",
"tyvek NaN NaN 0.143 \n",
"\n",
" weight (g/cm^2) filter efficiency (%) pressure drop (psi) \\\n",
"name \n",
"3M_1000MPR NaN NaN NaN \n",
"3M_1900MPR NaN NaN NaN \n",
"3M_300MPR NaN NaN NaN \n",
"3M_N95 0.0223 NaN NaN \n",
"Arauco_BKP 0.0639 NaN NaN \n",
"Arauco_EKP 0.0772 NaN NaN \n",
"Arauco_UKP 0.0821 NaN NaN \n",
"Gerson_N95 0.0306 NaN NaN \n",
"HEPA NaN NaN NaN \n",
"HV_PN13015AP2 0.0020 NaN NaN \n",
"HV_TSP050PLUS 0.0064 NaN NaN \n",
"HV_TSP050YA002 0.0143 NaN NaN \n",
"HV_TSP100NS015 0.0152 NaN NaN \n",
"KC_47117 0.0067 NaN NaN \n",
"cotton NaN NaN NaN \n",
"polyester NaN NaN NaN \n",
"tyvek 0.0065 NaN NaN \n",
"\n",
" nameref \\\n",
"name \n",
"3M_1000MPR ./materials/3M_1000MPR/3M_1000MPR.html \n",
"3M_1900MPR ./materials/3M_1900MPR/3M_1900MPR.html \n",
"3M_300MPR ./materials/3M_300MPR/3M_300MPR.html \n",
"3M_N95 ./materials/3M_N95/3M_N95.html \n",
"Arauco_BKP ./materials/Arauco_BKP/Arauco_BKP.html \n",
"Arauco_EKP ./materials/Arauco_EKP/Arauco_EKP.html \n",
"Arauco_UKP ./materials/Arauco_UKP/Arauco_UKP.html \n",
"Gerson_N95 ./materials/Gerson_N95/Gerson_N95.html \n",
"HEPA ./materials/HEPA/HEPA.html \n",
"HV_PN13015AP2 ./materials/HV_PN13015AP2/HV_PN13015AP2.html \n",
"HV_TSP050PLUS ./materials/HV_TSP050PLUS/HV_TSP050PLUS.html \n",
"HV_TSP050YA002 ./materials/HV_TSP050YA002/HV_TSP050YA002.html \n",
"HV_TSP100NS015 ./materials/HV_TSP100NS015/HV_TSP100NS015.html \n",
"KC_47117 ./materials/KC_47117/KC_47117.html \n",
"cotton ./materials/cotton/cotton.html \n",
"polyester ./materials/polyester/polyester.html \n",
"tyvek ./materials/tyvek/tyvek.html \n",
"\n",
" imagepath \n",
"name \n",
"3M_1000MPR ./materials/3M_1000MPR/SEM/3M_filtrete1000_20n... \n",
"3M_1900MPR ./materials/3M_1900MPR/SEM/3M_filtrete1900_20n... \n",
"3M_300MPR ./materials/3M_300MPR/SEM/3M_filtrete300_20nmA... \n",
"3M_N95 ./materials/3M_N95/SEM/3MN95_nosputter_top_000... \n",
"Arauco_BKP ./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_... \n",
"Arauco_EKP ./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_... \n",
"Arauco_UKP ./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_... \n",
"Gerson_N95 ./materials/Gerson_N95/SEM/GersonN95_nosputter... \n",
"HEPA ./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00... \n",
"HV_PN13015AP2 ./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA... \n",
"HV_TSP050PLUS ./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu... \n",
"HV_TSP050YA002 ./materials/HV_TSP050YA002/SEM/TSP050YA002_20n... \n",
"HV_TSP100NS015 ./materials/HV_TSP100NS015/SEM/TSP100NS015_20n... \n",
"KC_47117 ./materials/KC_47117/SEM/KC47117_20sputter_mid... \n",
"cotton ./materials/cotton/SEM/tshirt_100cotton_20nmAu... \n",
"polyester ./materials/polyester/SEM/pillowcase_20nmAu_to... \n",
"tyvek ./materials/tyvek/SEM/tyvek_20nmAu_top_0005_re... "
]
},
"execution_count": 91,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"master_table = pd.read_html(\"./index.html\")[0]\n",
"xml_table = lhtml.parse(\"./index.html\")\n",
"master_table['nameref'] = xml_table.xpath('//tr/td/a/@href')\n",
"master_table['imagepath'] = xml_table.xpath('//tr/td/img/@src')\n",
"master_table = master_table.set_index('name')\n",
"master_table"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"### Fiber diameter (fd in $\\mu$m)"
]
},
{
"cell_type": "code",
"execution_count": 92,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>image</th>\n",
" <th>avg fiber diameter (um)</th>\n",
" <th>thickness (mm)</th>\n",
" <th>weight (g/cm^2)</th>\n",
" <th>filter efficiency (%)</th>\n",
" <th>pressure drop (psi)</th>\n",
" <th>nameref</th>\n",
" <th>imagepath</th>\n",
" </tr>\n",
" <tr>\n",
" <th>name</th>\n",
" <th></th>\n",
" <th></th>\n",
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" <th></th>\n",
" <th></th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>3M_1000MPR</th>\n",
" <td>NaN</td>\n",
" <td>18.2 +/- 2.39</td>\n",
" <td>0.280</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_1000MPR/3M_1000MPR.html</td>\n",
" <td>./materials/3M_1000MPR/SEM/3M_filtrete1000_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_1900MPR</th>\n",
" <td>NaN</td>\n",
" <td>15.93 +/- 0.72</td>\n",
" <td>0.319</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_1900MPR/3M_1900MPR.html</td>\n",
" <td>./materials/3M_1900MPR/SEM/3M_filtrete1900_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_300MPR</th>\n",
" <td>NaN</td>\n",
" <td>23.94 +/- 1.61</td>\n",
" <td>0.292</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_300MPR/3M_300MPR.html</td>\n",
" <td>./materials/3M_300MPR/SEM/3M_filtrete300_20nmA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3M_N95</th>\n",
" <td>NaN</td>\n",
" <td>21.5 +/- 2.52</td>\n",
" <td>0.721</td>\n",
" <td>0.0223</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/3M_N95/3M_N95.html</td>\n",
" <td>./materials/3M_N95/SEM/3MN95_nosputter_top_000...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_BKP</th>\n",
" <td>NaN</td>\n",
" <td>35.96 +/- 11.15</td>\n",
" <td>1.800</td>\n",
" <td>0.0639</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_BKP/Arauco_BKP.html</td>\n",
" <td>./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_EKP</th>\n",
" <td>NaN</td>\n",
" <td>15.46 +/- 5.18</td>\n",
" <td>1.300</td>\n",
" <td>0.0772</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_EKP/Arauco_EKP.html</td>\n",
" <td>./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Arauco_UKP</th>\n",
" <td>NaN</td>\n",
" <td>35.44 +/- 11.07</td>\n",
" <td>1.600</td>\n",
" <td>0.0821</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Arauco_UKP/Arauco_UKP.html</td>\n",
" <td>./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>Gerson_N95</th>\n",
" <td>NaN</td>\n",
" <td>18.48 +/- 6.55</td>\n",
" <td>1.076</td>\n",
" <td>0.0306</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/Gerson_N95/Gerson_N95.html</td>\n",
" <td>./materials/Gerson_N95/SEM/GersonN95_nosputter...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HEPA</th>\n",
" <td>NaN</td>\n",
" <td>1.99 +/- 1.24</td>\n",
" <td>0.209</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HEPA/HEPA.html</td>\n",
" <td>./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_PN13015AP2</th>\n",
" <td>NaN</td>\n",
" <td>3.63 +/- 1.59</td>\n",
" <td>0.081</td>\n",
" <td>0.0020</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_PN13015AP2/HV_PN13015AP2.html</td>\n",
" <td>./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP050PLUS</th>\n",
" <td>NaN</td>\n",
" <td>17.22 +/- 3.15</td>\n",
" <td>0.295</td>\n",
" <td>0.0064</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP050PLUS/HV_TSP050PLUS.html</td>\n",
" <td>./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP050YA002</th>\n",
" <td>NaN</td>\n",
" <td>20.39 +/- 4.08</td>\n",
" <td>0.446</td>\n",
" <td>0.0143</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP050YA002/HV_TSP050YA002.html</td>\n",
" <td>./materials/HV_TSP050YA002/SEM/TSP050YA002_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>HV_TSP100NS015</th>\n",
" <td>NaN</td>\n",
" <td>18.21 +/- 3.74</td>\n",
" <td>0.437</td>\n",
" <td>0.0152</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/HV_TSP100NS015/HV_TSP100NS015.html</td>\n",
" <td>./materials/HV_TSP100NS015/SEM/TSP100NS015_20n...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>KC_47117</th>\n",
" <td>NaN</td>\n",
" <td>14.03 +/- 13.69</td>\n",
" <td>0.184</td>\n",
" <td>0.0067</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/KC_47117/KC_47117.html</td>\n",
" <td>./materials/KC_47117/SEM/KC47117_20sputter_mid...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>cotton</th>\n",
" <td>NaN</td>\n",
" <td>15.71 +/- 3.23</td>\n",
" <td>0.333</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/cotton/cotton.html</td>\n",
" <td>./materials/cotton/SEM/tshirt_100cotton_20nmAu...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>polyester</th>\n",
" <td>NaN</td>\n",
" <td>10.35 +/- 2.18</td>\n",
" <td>0.137</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>./materials/polyester/polyester.html</td>\n",
" <td>./materials/polyester/SEM/pillowcase_20nmAu_to...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>tyvek</th>\n",
" <td>NaN</td>\n",
" <td>8.71 +/- 6.24</td>\n",