Skip to content
GitLab
Menu
Projects
Groups
Snippets
Loading...
Help
Help
Support
Community forum
Keyboard shortcuts
?
Submit feedback
Contribute to GitLab
Sign in
Toggle navigation
Menu
Open sidebar
Camron Blackburn
filter_media
Commits
ddad657a
Commit
ddad657a
authored
May 05, 2020
by
Camron Blackburn
Browse files
add haylard h600
parent
14496cf3
Pipeline
#5441
passed with stage
in 10 seconds
Changes
24
Pipelines
1
Hide whitespace changes
Inline
Side-by-side
data/fiber_diameter.csv
View file @
ddad657a
Fiber diameter,um,,,,,,,,,,,,,,,
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
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,HaylardH600
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
21.1,15.6,24.7,25,38.9,31.3,36.5,21.4,3.53,3.86,19.1,23.5,9.9,5.11,14.3,9.48,8.5,19.6
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
21.8,17.2,23.5,19.2,35.9,17.2,21.6,20.2,2.84,2.07,10.5,18.2,16.6,2.58,20.1,7.97,3.07,18.9
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
18.4,17.1,21.5,20.3,19.8,15.9,41.9,20.8,1.02,5.77,18.7,23.5,21.2,8.57,12.6,10.4,12.9,17.6
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
17.9,15.8,26.9,,25.3,11.1,54,19.1,3.41,2.9,17.5,23.7,19.4,3.16,11.5,12.6,7.51,17.6
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
17.8,16.1,22.2,,43,8.77,28.4,25,1.44,1.97,20.1,11.5,10.1,5.96,20.3,9.69,4.49,19
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
20.5,15.6,21.7,,30.7,11,44.5,19,0.458,2.31,19,21.2,22.6,8.65,14.9,8.6,8.28,4.18
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
20,16.3,24.3,,44.7,15.3,33.6,23.5,0.397,2.76,16.9,18.5,20.3,2.28,14.5,10.6,7.21,5.04
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
16.9,14.3,24.1,,44.7,27.7,16.3,19.3,3,2.97,16,11.5,19.4,6.17,14.1,12.6,9.56,19
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
21.3,16.3,23.2,,21.3,13,36.5,20.3,0.458,2.76,18.2,22.5,20.3,2.82,16.7,8.6,24.1,3.65
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
19.9,15.2,26.1,,31.1,20.1,24.9,23.2,1.79,1.17,16.5,19.6,16.4,34.8,14.4,6.87,7.7,18.2
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
16.5,17.2,24.3,,31.2,17.7,22.2,21.5,3.53,4.4,15.2,22.4,19.2,47.5,18.9,6.87,1.14,6.21
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
13.5,16.3,24.9,,31.1,16.3,30.7,19.2,,4.62,24.8,24.6,23.5,19.2,13.3,9.52,5.54,2.67
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
16.6,15,24.5,,22,17.6,33.6,16.7,,3,10.9,23.9,17.2,20.6,12.3,7.5,3.53,2.83
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
12.9,16.5,26.2,,23.1,24.4,28.4,22.8,,3.48,17.5,23.1,22.5,29,14.6,13.1,11.6,19.1
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
18.6,16.4,22.5,,32.7,15.9,44.5,29.3,,6.3,18.4,22.5,19.2,,16.1,14,6.56,7.59
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
16.9,16.7,26.1,,27.8,11.7,30.7,21.3,,3.14,14.7,16.1,23.4,,18.3,14,5.48,1.77
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
19.4,15.9,23.4,,13.4,9.4,43.1,21.5,,2.73,16.9,,21.8,,15.6,10.6,4.84,2.56
18.9,16.2,21.4,,18.2,19.3,51,21.8,,6.96,19,,12.3,,24.7,9.49,24.8
18.9,16.2,21.4,,18.2,19.3,51,21.8,,6.96,19,,12.3,,24.7,9.49,24.8,2.43
12.3,15.5,23.4,,17,17,45.9,28.8,,4,,,16.3,,19.9,10.2,
12.3,15.5,23.4,,17,17,45.9,28.8,,4,,,16.3,,19.9,10.2,,2.56
19,15.5,,,20.6,7.45,23.8,14.5,,3.38,,,23,,10.9,9.26,
19,15.5,,,20.6,7.45,23.8,14.5,,3.38,,,23,,10.9,9.26,,4.13
16.9,16.1,,,44.7,15.5,33.5,5.01,,2.68,,,14.4,,13.7,13,
16.9,16.1,,,44.7,15.5,33.5,5.01,,2.68,,,14.4,,13.7,13,,2.96
18.2,16.4,,,41.2,11.2,42.8,3.11,,6.65,,,21.5,,11.8,12.7,
18.2,16.4,,,41.2,11.2,42.8,3.11,,6.65,,,21.5,,11.8,12.7,,2.52
15.5,14.4,,,40.2,18.9,44.3,16.1,,2.62,,,18.1,,16.7,,
15.5,14.4,,,40.2,18.9,44.3,16.1,,2.62,,,18.1,,16.7,,,2.88
20.2,15.6,,,55.7,13.7,45.1,7.51,,2.13,,,15,,18,,
20.2,15.6,,,55.7,13.7,45.1,7.51,,2.13,,,15,,18,,,7.59
19.3,15.2,,,39.3,10.2,55.4,12.2,,2.94,,,19,,14.6,,
19.3,15.2,,,39.3,10.2,55.4,12.2,,2.94,,,19,,14.6,,,1.77
18.5,15.9,,,47.7,14.8,30.7,7.4,,6.9,,,16.3,,,,
18.5,15.9,,,47.7,14.8,30.7,7.4,,6.9,,,16.3,,,,,3.45
21.5,15.8,,,43.4,15.1,53.8,,,,,,17.3,,,,
21.5,15.8,,,43.4,15.1,53.8,,,,,,17.3,,,,,20.7
19.5,,,,29.4,21.5,22,,,,,,12.5,,,,
19.5,,,,29.4,21.5,22,,,,,,12.5,,,,,4.14
18.1,,,,41.5,10.2,21.4,,,,,,19.5,,,,
18.1,,,,41.5,10.2,21.4,,,,,,19.5,,,,,19.7
,,,,38.3,11.1,31.4,,,,,,,,,,
,,,,38.3,11.1,31.4,,,,,,,,,,,25.9
,,,,33.3,19.3,33.7,,,,,,,,,,
,,,,33.3,19.3,33.7,,,,,,,,,,,34.1
,,,,35.9,15.2,25.9,,,,,,,,,,
,,,,35.9,15.2,25.9,,,,,,,,,,,19.1
,,,,48,11.7,27.6,,,,,,,,,,
,,,,48,11.7,27.6,,,,,,,,,,,19
,,,,49.6,19.3,18.8,,,,,,,,,,
,,,,49.6,19.3,18.8,,,,,,,,,,,17.9
,,,,59.5,18.1,8.62,,,,,,,,,,
,,,,59.5,18.1,8.62,,,,,,,,,,,22.1
,,,,37.8,10.9,57.7,,,,,,,,,,
,,,,37.8,10.9,57.7,,,,,,,,,,,18.3
,,,,37.8,15.3,48.9,,,,,,,,,,
,,,,37.8,15.3,48.9,,,,,,,,,,,19.1
,,,,38.6,7.29,46.6,,,,,,,,,,
,,,,38.6,7.29,46.6,,,,,,,,,,,20.4
,,,,38.3,,35.4,,,,,,,,,,
,,,,38.3,,35.4,,,,,,,,,,,2.5
,,,,56.9,,26.3,,,,,,,,,,
,,,,56.9,,26.3,,,,,,,,,,,6.83
,,,,28.4,,32,,,,,,,,,,
,,,,28.4,,32,,,,,,,,,,,1.89
,,,,52.2,,44.6,,,,,,,,,,
,,,,52.2,,44.6,,,,,,,,,,,1.62
,,,,,,31.4,,,,,,,,,,
,,,,,,31.4,,,,,,,,,,,2.28
,,,,,,32,,,,,,,,,,
,,,,,,32,,,,,,,,,,,2.24
,,,,,,43.8,,,,,,,,,,
,,,,,,43.8,,,,,,,,,,,1.66
,,,,,,42.7,,,,,,,,,,
,,,,,,42.7,,,,,,,,,,,2.13
,,,,,,37.3,,,,,,,,,,
,,,,,,37.3,,,,,,,,,,,
\ No newline at end of file
\ No newline at end of file
data_notes.ipynb
View file @
ddad657a
%% Cell type:markdown id: tags:
%% Cell type:markdown id: tags:
# data notes
# data notes
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
python
import
pandas
as
pd
import
pandas
as
pd
import
numpy
as
np
import
numpy
as
np
import
os
import
os
import
lxml.html
as
lhtml
import
lxml.html
as
lhtml
```
```
%% Cell type:markdown id: tags:
%% Cell type:markdown id: tags:
# master table
# master table
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
python
master_table
=
pd
.
read_html
(
"./index.html"
)[
0
]
master_table
=
pd
.
read_html
(
"./index.html"
)[
0
]
xml_table
=
lhtml
.
parse
(
"./index.html"
)
xml_table
=
lhtml
.
parse
(
"./index.html"
)
master_table
[
'nameref'
]
=
xml_table
.
xpath
(
'//tr/td/a/@href'
)
master_table
[
'nameref'
]
=
xml_table
.
xpath
(
'//tr/td/a/@href'
)
master_table
[
'imagepath'
]
=
xml_table
.
xpath
(
'//tr/td/img/@src'
)
master_table
[
'imagepath'
]
=
xml_table
.
xpath
(
'//tr/td/img/@src'
)
master_table
=
master_table
.
set_index
(
'name'
)
master_table
=
master_table
.
set_index
(
'name'
)
master_table
master_table
```
```
%%%% Output: execute_result
%%%% Output: execute_result
image avg fiber diameter (um)
thickness (mm)
\
image
avg fiber diameter (um) \
name
name
3M_1000MPR NaN 18.2 +/- 2.39 0.280
3M_1000MPR NaN NaN
3M_1900MPR NaN 15.93 +/- 0.72 0.319
3M_1900MPR NaN NaN
3M_300MPR NaN 23.94 +/- 1.61 0.292
3M_300MPR NaN NaN
3M_N95 NaN 21.5 +/- 2.52 0.721
3M_N95 NaN NaN
Arauco_BKP NaN 35.96 +/- 11.15 1.800
Arauco_BKP NaN NaN
Arauco_EKP NaN 15.46 +/- 5.18 1.300
Arauco_EKP NaN NaN
Arauco_UKP NaN 35.44 +/- 11.07 1.600
Arauco_UKP NaN NaN
Gerson_N95 NaN 18.48 +/- 6.55 1.076
Gerson_N95 NaN NaN
HEPA NaN 1.99 +/- 1.24 0.209
HEPA NaN NaN
HV_PN13015AP2 NaN 3.63 +/- 1.59 0.081
HV_PN13015AP2 NaN NaN
HV_TSP050PLUS NaN 17.22 +/- 3.15 0.295
HV_TSP050PLUS NaN NaN
HV_TSP050YA002 NaN 20.39 +/- 4.08 0.446
HV_TSP050YA002 NaN NaN
HV_TSP100NS015 NaN 18.21 +/- 3.74 0.437
HV_TSP100NS015 NaN NaN
KC_47117 NaN 14.03 +/- 13.69 0.184
HaylardH600 NaN NaN
cotton NaN 15.71 +/- 3.23 0.333
KC_47117 NaN NaN
polyester NaN 10.35 +/- 2.18 0.137
cotton NaN NaN
tyvek NaN 8.71 +/- 6.24 0.143
polyester NaN NaN
tyvek NaN NaN
thickness (mm) \
name
3M_1000MPR 0.280
3M_1900MPR 0.319
3M_300MPR 0.292
3M_N95 0.721
Arauco_BKP 1.8
Arauco_EKP 1.3
Arauco_UKP 1.6
Gerson_N95 1.076
HEPA 0.209
HV_PN13015AP2 0.081
HV_TSP050PLUS 0.295
HV_TSP050YA002 0.446
HV_TSP100NS015 0.437
HaylardH600 blue+white layer: 0.642, blue layer: 0.359, wh...
KC_47117 0.184
cotton 0.333
polyester 0.137
tyvek 0.143
weight (g/cm^2) filter efficiency (%) pressure drop (psi) \
weight (g/cm^2) filter efficiency (%) pressure drop (psi) \
name
name
3M_1000MPR NaN NaN NaN
3M_1000MPR NaN NaN NaN
3M_1900MPR NaN NaN NaN
3M_1900MPR NaN NaN NaN
3M_300MPR NaN NaN NaN
3M_300MPR NaN NaN NaN
3M_N95 0.0223 NaN NaN
3M_N95 0.0223 NaN NaN
Arauco_BKP 0.0639 NaN NaN
Arauco_BKP 0.0639 NaN NaN
Arauco_EKP 0.0772 NaN NaN
Arauco_EKP 0.0772 NaN NaN
Arauco_UKP 0.0821 NaN NaN
Arauco_UKP 0.0821 NaN NaN
Gerson_N95 0.0306 NaN NaN
Gerson_N95 0.0306 NaN NaN
HEPA NaN NaN NaN
HEPA NaN NaN NaN
HV_PN13015AP2 0.0020 NaN NaN
HV_PN13015AP2 0.0020 NaN NaN
HV_TSP050PLUS 0.0064 NaN NaN
HV_TSP050PLUS 0.0064 NaN NaN
HV_TSP050YA002 0.0143 NaN NaN
HV_TSP050YA002 0.0143 NaN NaN
HV_TSP100NS015 0.0152 NaN NaN
HV_TSP100NS015 0.0152 NaN NaN
HaylardH600 NaN NaN NaN
KC_47117 0.0067 NaN NaN
KC_47117 0.0067 NaN NaN
cotton NaN NaN NaN
cotton NaN NaN NaN
polyester NaN NaN NaN
polyester NaN NaN NaN
tyvek 0.0065 NaN NaN
tyvek 0.0065 NaN NaN
nameref \
nameref \
name
name
3M_1000MPR ./materials/3M_1000MPR/3M_1000MPR.html
3M_1000MPR ./materials/3M_1000MPR/3M_1000MPR.html
3M_1900MPR ./materials/3M_1900MPR/3M_1900MPR.html
3M_1900MPR ./materials/3M_1900MPR/3M_1900MPR.html
3M_300MPR ./materials/3M_300MPR/3M_300MPR.html
3M_300MPR ./materials/3M_300MPR/3M_300MPR.html
3M_N95 ./materials/3M_N95/3M_N95.html
3M_N95 ./materials/3M_N95/3M_N95.html
Arauco_BKP ./materials/Arauco_BKP/Arauco_BKP.html
Arauco_BKP ./materials/Arauco_BKP/Arauco_BKP.html
Arauco_EKP ./materials/Arauco_EKP/Arauco_EKP.html
Arauco_EKP ./materials/Arauco_EKP/Arauco_EKP.html
Arauco_UKP ./materials/Arauco_UKP/Arauco_UKP.html
Arauco_UKP ./materials/Arauco_UKP/Arauco_UKP.html
Gerson_N95 ./materials/Gerson_N95/Gerson_N95.html
Gerson_N95 ./materials/Gerson_N95/Gerson_N95.html
HEPA ./materials/HEPA/HEPA.html
HEPA ./materials/HEPA/HEPA.html
HV_PN13015AP2 ./materials/HV_PN13015AP2/HV_PN13015AP2.html
HV_PN13015AP2 ./materials/HV_PN13015AP2/HV_PN13015AP2.html
HV_TSP050PLUS ./materials/HV_TSP050PLUS/HV_TSP050PLUS.html
HV_TSP050PLUS ./materials/HV_TSP050PLUS/HV_TSP050PLUS.html
HV_TSP050YA002 ./materials/HV_TSP050YA002/HV_TSP050YA002.html
HV_TSP050YA002 ./materials/HV_TSP050YA002/HV_TSP050YA002.html
HV_TSP100NS015 ./materials/HV_TSP100NS015/HV_TSP100NS015.html
HV_TSP100NS015 ./materials/HV_TSP100NS015/HV_TSP100NS015.html
HaylardH600 ./materials/HaylardH600/HaylardH600.html
KC_47117 ./materials/KC_47117/KC_47117.html
KC_47117 ./materials/KC_47117/KC_47117.html
cotton ./materials/cotton/cotton.html
cotton ./materials/cotton/cotton.html
polyester ./materials/polyester/polyester.html
polyester ./materials/polyester/polyester.html
tyvek ./materials/tyvek/tyvek.html
tyvek ./materials/tyvek/tyvek.html
imagepath
imagepath
name
name
3M_1000MPR ./materials/3M_1000MPR/SEM/3M_filtrete1000_20n...
3M_1000MPR ./materials/3M_1000MPR/SEM/3M_filtrete1000_20n...
3M_1900MPR ./materials/3M_1900MPR/SEM/3M_filtrete1900_20n...
3M_1900MPR ./materials/3M_1900MPR/SEM/3M_filtrete1900_20n...
3M_300MPR ./materials/3M_300MPR/SEM/3M_filtrete300_20nmA...
3M_300MPR ./materials/3M_300MPR/SEM/3M_filtrete300_20nmA...
3M_N95 ./materials/3M_N95/SEM/3MN95_nosputter_top_000...
3M_N95 ./materials/3M_N95/SEM/3MN95_nosputter_top_000...
Arauco_BKP ./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_...
Arauco_BKP ./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_...
Arauco_EKP ./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_...
Arauco_EKP ./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_...
Arauco_UKP ./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_...
Arauco_UKP ./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_...
Gerson_N95 ./materials/Gerson_N95/SEM/GersonN95_nosputter...
Gerson_N95 ./materials/Gerson_N95/SEM/GersonN95_nosputter...
HEPA ./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00...
HEPA ./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00...
HV_PN13015AP2 ./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA...
HV_PN13015AP2 ./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA...
HV_TSP050PLUS ./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu...
HV_TSP050PLUS ./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu...
HV_TSP050YA002 ./materials/HV_TSP050YA002/SEM/TSP050YA002_20n...
HV_TSP050YA002 ./materials/HV_TSP050YA002/SEM/TSP050YA002_20n...
HV_TSP100NS015 ./materials/HV_TSP100NS015/SEM/TSP100NS015_20n...
HV_TSP100NS015 ./materials/HV_TSP100NS015/SEM/TSP100NS015_20n...
HaylardH600 ./materials/HaylardH600/SEM/HaylardH600_20nmAu...
KC_47117 ./materials/KC_47117/SEM/KC47117_20sputter_mid...
KC_47117 ./materials/KC_47117/SEM/KC47117_20sputter_mid...
cotton ./materials/cotton/SEM/tshirt_100cotton_20nmAu...
cotton ./materials/cotton/SEM/tshirt_100cotton_20nmAu...
polyester ./materials/polyester/SEM/pillowcase_20nmAu_to...
polyester ./materials/polyester/SEM/pillowcase_20nmAu_to...
tyvek ./materials/tyvek/SEM/tyvek_20nmAu_top_0005_re...
tyvek ./materials/tyvek/SEM/tyvek_20nmAu_top_0005_re...
%% Cell type:markdown id: tags:
%% Cell type:markdown id: tags:
### Fiber diameter (fd in $\mu$m)
### Fiber diameter (fd in $\mu$m)
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
python
fd_data
=
pd
.
read_csv
(
"./data/fiber_diameter.csv"
,
header
=
1
,
dtype
=
float
)
fd_data
=
pd
.
read_csv
(
"./data/fiber_diameter.csv"
,
header
=
1
,
dtype
=
float
)
fd_sum
=
pd
.
DataFrame
(
index
=
fd_data
.
columns
,
columns
=
[
"fiber diam"
],
dtype
=
str
)
fd_sum
=
pd
.
DataFrame
(
index
=
fd_data
.
columns
,
columns
=
[
"fiber diam"
],
dtype
=
str
)
for
(
name
,
data
)
in
fd_data
.
iteritems
():
for
(
name
,
data
)
in
fd_data
.
iteritems
():
data
=
data
.
dropna
().
to_numpy
()
data
=
data
.
dropna
().
to_numpy
()
mean
=
round
(
data
.
mean
(),
2
)
mean
=
round
(
data
.
mean
(),
2
)
std
=
round
(
data
.
std
(),
2
)
std
=
round
(
data
.
std
(),
2
)
#
master_table.loc[name, "avg fiber diameter (um)"] = "%s +/- %s" %(mean, std)
master_table
.
loc
[
name
,
"avg fiber diameter (um)"
]
=
"%s +/- %s"
%
(
mean
,
std
)
#
master_table
master_table
```
```
%%%% Output: execute_result
image avg fiber diameter (um) \
name
3M_1000MPR NaN 18.2 +/- 2.39
3M_1900MPR NaN 15.93 +/- 0.72
3M_300MPR NaN 23.94 +/- 1.61
3M_N95 NaN 21.5 +/- 2.52
Arauco_BKP NaN 35.96 +/- 11.15
Arauco_EKP NaN 15.46 +/- 5.18
Arauco_UKP NaN 35.44 +/- 11.07
Gerson_N95 NaN 18.48 +/- 6.55
HEPA NaN 1.99 +/- 1.24
HV_PN13015AP2 NaN 3.63 +/- 1.59
HV_TSP050PLUS NaN 17.22 +/- 3.15
HV_TSP050YA002 NaN 20.39 +/- 4.08
HV_TSP100NS015 NaN 18.21 +/- 3.74
HaylardH600 NaN 10.38 +/- 8.75
KC_47117 NaN 14.03 +/- 13.69
cotton NaN 15.71 +/- 3.23
polyester NaN 10.35 +/- 2.18
tyvek NaN 8.71 +/- 6.24
thickness (mm) \
name
3M_1000MPR 0.280
3M_1900MPR 0.319
3M_300MPR 0.292
3M_N95 0.721
Arauco_BKP 1.8
Arauco_EKP 1.3
Arauco_UKP 1.6
Gerson_N95 1.076
HEPA 0.209
HV_PN13015AP2 0.081
HV_TSP050PLUS 0.295
HV_TSP050YA002 0.446
HV_TSP100NS015 0.437
HaylardH600 blue+white layer: 0.642, blue layer: 0.359, wh...
KC_47117 0.184
cotton 0.333
polyester 0.137
tyvek 0.143
weight (g/cm^2) filter efficiency (%) pressure drop (psi) \
name
3M_1000MPR NaN NaN NaN
3M_1900MPR NaN NaN NaN
3M_300MPR NaN NaN NaN
3M_N95 0.0223 NaN NaN
Arauco_BKP 0.0639 NaN NaN
Arauco_EKP 0.0772 NaN NaN
Arauco_UKP 0.0821 NaN NaN
Gerson_N95 0.0306 NaN NaN
HEPA NaN NaN NaN
HV_PN13015AP2 0.0020 NaN NaN
HV_TSP050PLUS 0.0064 NaN NaN
HV_TSP050YA002 0.0143 NaN NaN
HV_TSP100NS015 0.0152 NaN NaN
HaylardH600 NaN NaN NaN
KC_47117 0.0067 NaN NaN
cotton NaN NaN NaN
polyester NaN NaN NaN
tyvek 0.0065 NaN NaN
nameref \
name
3M_1000MPR ./materials/3M_1000MPR/3M_1000MPR.html
3M_1900MPR ./materials/3M_1900MPR/3M_1900MPR.html
3M_300MPR ./materials/3M_300MPR/3M_300MPR.html
3M_N95 ./materials/3M_N95/3M_N95.html
Arauco_BKP ./materials/Arauco_BKP/Arauco_BKP.html
Arauco_EKP ./materials/Arauco_EKP/Arauco_EKP.html
Arauco_UKP ./materials/Arauco_UKP/Arauco_UKP.html
Gerson_N95 ./materials/Gerson_N95/Gerson_N95.html
HEPA ./materials/HEPA/HEPA.html
HV_PN13015AP2 ./materials/HV_PN13015AP2/HV_PN13015AP2.html
HV_TSP050PLUS ./materials/HV_TSP050PLUS/HV_TSP050PLUS.html
HV_TSP050YA002 ./materials/HV_TSP050YA002/HV_TSP050YA002.html
HV_TSP100NS015 ./materials/HV_TSP100NS015/HV_TSP100NS015.html
HaylardH600 ./materials/HaylardH600/HaylardH600.html
KC_47117 ./materials/KC_47117/KC_47117.html
cotton ./materials/cotton/cotton.html
polyester ./materials/polyester/polyester.html
tyvek ./materials/tyvek/tyvek.html
imagepath
name
3M_1000MPR ./materials/3M_1000MPR/SEM/3M_filtrete1000_20n...
3M_1900MPR ./materials/3M_1900MPR/SEM/3M_filtrete1900_20n...
3M_300MPR ./materials/3M_300MPR/SEM/3M_filtrete300_20nmA...
3M_N95 ./materials/3M_N95/SEM/3MN95_nosputter_top_000...
Arauco_BKP ./materials/Arauco_BKP/SEM/AraucoBKP_6_20nmAu_...
Arauco_EKP ./materials/Arauco_EKP/SEM/AraucoEKP_8_20nmAu_...
Arauco_UKP ./materials/Arauco_UKP/SEM/AraucoUKP_6_20nmAu_...
Gerson_N95 ./materials/Gerson_N95/SEM/GersonN95_nosputter...
HEPA ./materials/HEPA/SEM/inline_HEPA_20nmAu_top_00...
HV_PN13015AP2 ./materials/HV_PN13015AP2/SEM/PN13015AP2_20nmA...
HV_TSP050PLUS ./materials/HV_TSP050PLUS/SEM/TS050PLUS_20nmAu...
HV_TSP050YA002 ./materials/HV_TSP050YA002/SEM/TSP050YA002_20n...
HV_TSP100NS015 ./materials/HV_TSP100NS015/SEM/TSP100NS015_20n...
HaylardH600 ./materials/HaylardH600/SEM/HaylardH600_20nmAu...
KC_47117 ./materials/KC_47117/SEM/KC47117_20sputter_mid...
cotton ./materials/cotton/SEM/tshirt_100cotton_20nmAu...
polyester ./materials/polyester/SEM/pillowcase_20nmAu_to...
tyvek ./materials/tyvek/SEM/tyvek_20nmAu_top_0005_re...
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
python
export_table
=
master_table
.
copy
(
deep
=
True
)
export_table
=
master_table
.
copy
(
deep
=
True
)
export_table
=
export_table
.
reset_index
()
export_table
=
export_table
.
reset_index
()
im_paths
=
[
'<img src="%s" height="300">'
%
src
for
src
in
export_table
.
loc
[:,
"imagepath"
]]
im_paths
=
[
'<img src="%s" height="300">'
%
src
for
src
in
export_table
.
loc
[:,
"imagepath"
]]
export_table
.
loc
[:,
"image"
]
=
im_paths
export_table
.
loc
[:,
"image"
]
=
im_paths
names
=
export_table
.
loc
[:,
"name"
]
names
=
export_table
.
loc
[:,
"name"
]
namepaths
=
export_table
.
loc
[:,
"nameref"
]
namepaths
=
export_table
.
loc
[:,
"nameref"
]
name_links
=
[
'<a href="%s">%s</a>'
%
(
namepaths
[
i
],
names
[
i
])
for
i
in
range
(
len
(
names
))
]
name_links
=
[
'<a href="%s">%s</a>'
%
(
namepaths
[
i
],
names
[
i
])
for
i
in
range
(
len
(
names
))
]
export_table
.
loc
[:,
"name"
]
=
name_links
export_table
.
loc
[:,
"name"
]
=
name_links
export_table
=
export_table
.
drop
(
labels
=
[
"nameref"
,
"imagepath"
],
axis
=
1
)
export_table
=
export_table
.
drop
(
labels
=
[
"nameref"
,
"imagepath"
],
axis
=
1
)
html_table
=
export_table
.
to_html
(
escape
=
False
,
index
=
False
,
na_rep
=
''
)
html_table
=
export_table
.
to_html
(
escape
=
False
,
index
=
False
,
na_rep
=
''
)
export_table
export_table
```
```
%%%% Output: execute_result
%%%% Output: execute_result
name \
name \
0 <a href="./materials/3M_1000MPR/3M_1000MPR.htm...
0 <a href="./materials/3M_1000MPR/3M_1000MPR.htm...
1 <a href="./materials/3M_1900MPR/3M_1900MPR.htm...
1 <a href="./materials/3M_1900MPR/3M_1900MPR.htm...
2 <a href="./materials/3M_300MPR/3M_300MPR.html"...
2 <a href="./materials/3M_300MPR/3M_300MPR.html"...
3 <a href="./materials/3M_N95/3M_N95.html">3M_N9...
3 <a href="./materials/3M_N95/3M_N95.html">3M_N9...
4 <a href="./materials/Arauco_BKP/Arauco_BKP.htm...
4 <a href="./materials/Arauco_BKP/Arauco_BKP.htm...
5 <a href="./materials/Arauco_EKP/Arauco_EKP.htm...
5 <a href="./materials/Arauco_EKP/Arauco_EKP.htm...
6 <a href="./materials/Arauco_UKP/Arauco_UKP.htm...
6 <a href="./materials/Arauco_UKP/Arauco_UKP.htm...
7 <a href="./materials/Gerson_N95/Gerson_N95.htm...
7 <a href="./materials/Gerson_N95/Gerson_N95.htm...
8 <a href="./materials/HEPA/HEPA.html">HEPA</a>
8 <a href="./materials/HEPA/HEPA.html">HEPA</a>
9 <a href="./materials/HV_PN13015AP2/HV_PN13015A...
9 <a href="./materials/HV_PN13015AP2/HV_PN13015A...
10 <a href="./materials/HV_TSP050PLUS/HV_TSP050PL...
10 <a href="./materials/HV_TSP050PLUS/HV_TSP050PL...
11 <a href="./materials/HV_TSP050YA002/HV_TSP050Y...
11 <a href="./materials/HV_TSP050YA002/HV_TSP050Y...
12 <a href="./materials/HV_TSP100NS015/HV_TSP100N...
12 <a href="./materials/HV_TSP100NS015/HV_TSP100N...
13 <a href="./materials/KC_47117/KC_47117.html">K...
13 <a href="./materials/HaylardH600/HaylardH600.h...
14 <a href="./materials/cotton/cotton.html">cotto...
14 <a href="./materials/KC_47117/KC_47117.html">K...
15 <a href="./materials/polyester/polyester.html"...
15 <a href="./materials/cotton/cotton.html">cotto...
16 <a href="./materials/tyvek/tyvek.html">tyvek</a>
16 <a href="./materials/polyester/polyester.html"...
17 <a href="./materials/tyvek/tyvek.html">tyvek</a>
image avg fiber diameter (um) \
image avg fiber diameter (um) \
0 <img src="./materials/3M_1000MPR/SEM/3M_filtre... 18.2 +/- 2.39
0 <img src="./materials/3M_1000MPR/SEM/3M_filtre... 18.2 +/- 2.39
1 <img src="./materials/3M_1900MPR/SEM/3M_filtre... 15.93 +/- 0.72
1 <img src="./materials/3M_1900MPR/SEM/3M_filtre... 15.93 +/- 0.72
2 <img src="./materials/3M_300MPR/SEM/3M_filtret... 23.94 +/- 1.61
2 <img src="./materials/3M_300MPR/SEM/3M_filtret... 23.94 +/- 1.61
3 <img src="./materials/3M_N95/SEM/3MN95_nosputt... 21.5 +/- 2.52
3 <img src="./materials/3M_N95/SEM/3MN95_nosputt... 21.5 +/- 2.52
4 <img src="./materials/Arauco_BKP/SEM/AraucoBKP... 35.96 +/- 11.15
4 <img src="./materials/Arauco_BKP/SEM/AraucoBKP... 35.96 +/- 11.15
5 <img src="./materials/Arauco_EKP/SEM/AraucoEKP... 15.46 +/- 5.18
5 <img src="./materials/Arauco_EKP/SEM/AraucoEKP... 15.46 +/- 5.18
6 <img src="./materials/Arauco_UKP/SEM/AraucoUKP... 35.44 +/- 11.07
6 <img src="./materials/Arauco_UKP/SEM/AraucoUKP... 35.44 +/- 11.07
7 <img src="./materials/Gerson_N95/SEM/GersonN95... 18.48 +/- 6.55
7 <img src="./materials/Gerson_N95/SEM/GersonN95... 18.48 +/- 6.55
8 <img src="./materials/HEPA/SEM/inline_HEPA_20n... 1.99 +/- 1.24
8 <img src="./materials/HEPA/SEM/inline_HEPA_20n... 1.99 +/- 1.24
9 <img src="./materials/HV_PN13015AP2/SEM/PN1301... 3.63 +/- 1.59
9 <img src="./materials/HV_PN13015AP2/SEM/PN1301... 3.63 +/- 1.59
10 <img src="./materials/HV_TSP050PLUS/SEM/TS050P... 17.22 +/- 3.15
10 <img src="./materials/HV_TSP050PLUS/SEM/TS050P... 17.22 +/- 3.15
11 <img src="./materials/HV_TSP050YA002/SEM/TSP05... 20.39 +/- 4.08
11 <img src="./materials/HV_TSP050YA002/SEM/TSP05... 20.39 +/- 4.08
12 <img src="./materials/HV_TSP100NS015/SEM/TSP10... 18.21 +/- 3.74
12 <img src="./materials/HV_TSP100NS015/SEM/TSP10... 18.21 +/- 3.74
13 <img src="./materials/KC_47117/SEM/KC47117_20s... 14.03 +/- 13.69
13 <img src="./materials/HaylardH600/SEM/HaylardH... 10.38 +/- 8.75
14 <img src="./materials/cotton/SEM/tshirt_100cot... 15.71 +/- 3.23
14 <img src="./materials/KC_47117/SEM/KC47117_20s... 14.03 +/- 13.69
15 <img src="./materials/polyester/SEM/pillowcase... 10.35 +/- 2.18
15 <img src="./materials/cotton/SEM/tshirt_100cot... 15.71 +/- 3.23
16 <img src="./materials/tyvek/SEM/tyvek_20nmAu_t... 8.71 +/- 6.24
16 <img src="./materials/polyester/SEM/pillowcase... 10.35 +/- 2.18
17 <img src="./materials/tyvek/SEM/tyvek_20nmAu_t... 8.71 +/- 6.24
thickness (mm) weight (g/cm^2) filter efficiency (%) \
0 0.280 NaN NaN
thickness (mm) weight (g/cm^2) \
1 0.319 NaN NaN
0 0.280 NaN
2 0.292 NaN NaN
1 0.319 NaN
3 0.721 0.0223 NaN
2 0.292 NaN
4 1.800 0.0639 NaN
3 0.721 0.0223
5 1.300 0.0772 NaN
4 1.8 0.0639
6 1.600 0.0821 NaN
5 1.3 0.0772
7 1.076 0.0306 NaN
6 1.6 0.0821
8 0.209 NaN NaN
7 1.076 0.0306
9 0.081 0.0020 NaN
8 0.209 NaN
10 0.295 0.0064 NaN
9 0.081 0.0020
11 0.446 0.0143 NaN
10 0.295 0.0064
12 0.437 0.0152 NaN
11 0.446 0.0143
13 0.184 0.0067 NaN
12 0.437 0.0152
14 0.333 NaN NaN
13 blue+white layer: 0.642, blue layer: 0.359, wh... NaN
15 0.137 NaN NaN
14 0.184 0.0067
16 0.143 0.0065 NaN
15 0.333 NaN
16 0.137 NaN
pressure drop (psi)
17 0.143 0.0065
0 NaN
1 NaN
filter efficiency (%) pressure drop (psi)
2 NaN
0 NaN NaN
3 NaN
1 NaN NaN
4 NaN
2 NaN NaN
5 NaN
3 NaN NaN
6 NaN
4 NaN NaN
7 NaN
5 NaN NaN
8 NaN
6 NaN NaN
9 NaN
7 NaN NaN
10 NaN
8 NaN NaN
11 NaN
9 NaN NaN
12 NaN
10 NaN NaN
13 NaN
11 NaN NaN
14 NaN
12 NaN NaN
15 NaN
13 NaN NaN
16 NaN
14 NaN NaN
15 NaN NaN
16 NaN NaN
17 NaN NaN
%% Cell type:code id: tags:
%% Cell type:code id: tags:
```
python
```
python
# CAUTION WITH THIS GUY
# CAUTION WITH THIS GUY
