In [1]:
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib inline
In [73]:
df = pd.read_excel("NASA_Labs_Facilities.xlsx")
In [74]:
df
Out[74]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
0
DOD
Air Force Research Laboratory
Public
Mach 6, High Reynolds Number Facility
1960.0
Under Rehabilitation
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
1
DOD
Air Force Research Laboratory
Public
Subsonic Aerodynamic Research Laboratory
1985.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
2
DOD
Air Force Research Laboratory
Public
Trisonic Gasdynamics Facility
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
3
DOD
Air Force Research Laboratory
Public
Vertical Wind Tunnel
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
4
DOD
Arnold Engineering Development Center
Public
10V Test Chamber
1965.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2013-08-23 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
5
DOD
Arnold Engineering Development Center
Public
7V Sensor Test Facility
1994.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
6
DOD
Arnold Engineering Development Center
Public
Mark I Aerospace Chamber
1963.0
Inactive
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
7
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Measurements Laboratory
NaN
Active
http://www.pnnl.gov/atmospheric/programs/atmos...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
8
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Radiation Measurement Climate Rese...
NaN
Active
http://www.pnnl.gov/atmospheric/programs/arm.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
9
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Research Measurement Aerial Facility
NaN
Active
http://www.pnnl.gov/atmospheric/programs/arm_a...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
10
DOE
Pacific Northwest National Laboratory
Public
Biological Sciences Facility
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
11
DOE
Pacific Northwest National Laboratory
Public
Bioproducts Sciences and Engineering Laboratory
NaN
Active
http://www.pnnl.gov/biobased/bsel.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
12
DOE
Pacific Northwest National Laboratory
Public
Environmental and Molecular Sciences Laboratory
NaN
Active
http://www.emsl.pnnl.gov/emslweb/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
13
DOE
Pacific Northwest National Laboratory
Public
Joint Global Change Research Institute
NaN
Active
http://www.pnnl.gov/atmospheric/programs/jgcri...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
14
DOE
Pacific Northwest National Laboratory
Public
Marine Sciences Facility
NaN
Active
http://marine.pnnl.gov/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
15
DOE
Pacific Northwest National Laboratory
Public
Materials Sciences & Techonolgy Laboratory
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
16
DOE
Pacific Northwest National Laboratory
Public
Radiochemical Process Laboratory
NaN
Active
http://rpl.pnnl.gov/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
17
DOE
Pacific Northwest National Laboratory
Public
Research Aircraft Facility
NaN
Active
http://www.pnnl.gov/atmospheric/programs/raf.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
18
DOE
Pacific Northwest National Laboratory
Public
Ultra-low Background Counting Laboratory
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
19
Intelsat
Intelsat General
Public
Environmental Test Lab-Shaker
1969.0
Active
NaN
1996-04-29
2013-08-26 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
20
Intelsat
Intelsat General
Public
Environmental Test Lab-Test Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
21
Intelsat
Intelsat General
Public
Large Anechoic Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
22
Intelsat
Intelsat General
Public
Outdoor Antenna Test Range
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
23
Intelsat
Intelsat General
Public
Scanning Auger Multiprobe; Electron Microscope
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
24
Intelsat
Intelsat General
Public
Semiconductor Fabrication 1
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
25
Intelsat
Intelsat General
Public
Semiconductor Fabrication 2
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
26
Intelsat
Intelsat General
Public
Semiconductor Fabrication 3
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
27
Intelsat
Intelsat General
Public
Semiconductor Fabrication 4
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
28
Intelsat
Intelsat General
Public
Semiconductor Fabrication 5
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
29
Intelsat
Intelsat General
Public
Semiconductor Fabrication 6
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
409
NASA 2
Stennis Space Center
Public
Hydrogen Transfer Facility #3415
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
410
NASA 2
Stennis Space Center
Public
Industrial Water Reservoir #4325
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
411
NASA 2
Stennis Space Center
Public
Measurement Standards & Calibration Lab #8100
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
412
NASA 2
Stennis Space Center
Public
Propellant Transfer & Storage Facility #3414
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
413
NASA 2
Stennis Space Center
Public
Push Boat
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
414
NASA 2
Stennis Space Center
Public
Repair, Fab. & Fluid Component Proc. #2201,220...
1964.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
415
NASA 2
Stennis Space Center
Public
Science Laboratory #8110
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
416
NASA 2
Stennis Space Center
Public
Sensor Laboratory #1105
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
417
NASA 2
Stennis Space Center
Public
Test Facility E-1 #4050
1992.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
418
NASA 2
Stennis Space Center
Public
Test Facility E-2 #4001
1994.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
419
NASA 2
Stennis Space Center
Public
Test Facility E-3 #4071
NaN
Active
http://rockettest.nasa.gov
2000-12-11
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
420
NASA 2
Stennis Space Center
Public
Test Facility H-1 #5001
1995.0
Inactive
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
421
NASA 2
Stennis Space Center
Public
Test Operations Bldg. E Complex #4010
1991.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
422
NASA 2
Stennis Space Center
Public
Test Stand A-1 #4120
1967.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
423
NASA 2
Wallops Flight Facility/GSFC
Public
Launch Range
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-11 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
424
NASA 2
Wallops Flight Facility/GSFC
Public
Main Base Laboratories and Shops
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
425
NASA 2
Wallops Flight Facility/GSFC
Public
McMurdo Ground Station (MGS)
1994.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
426
NASA 2
Wallops Flight Facility/GSFC
Public
Meteorological Facilities and ASRF
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
427
NASA 2
Wallops Flight Facility/GSFC
Public
Mobile Range Systems
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
428
NASA 2
Wallops Flight Facility/GSFC
Public
National Scientific Balloon Facility
1977.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
429
NASA 2
Wallops Flight Facility/GSFC
Public
Poker Flat Research Range & SAR Facility
1970.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
430
NASA 2
Wallops Flight Facility/GSFC
Public
Wallops Orbital Tracking Station
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
431
NASA 2
Wallops Flight Facility/GSFC
Public
WFF Research Airport
1958.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
432
NASA 2
Wallops Flight Facility/GSFC
Public
White Sands Missile Range
1964.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
433
OSC
Orbital Satellite Manufacturing Facility - Ari...
Public
15 X 20 Thermal Vacuum Test Facility
NaN
Active
http://www.orbital.com/NewsInfo/Publications/S...
2011-11-22
2013-08-28 00:00:00
1721 Elliot Road
Gibert
AZ
85223
US
GaryRico, Lead Thermal Vacuum Test Engineer
NaN
480 355 7275
434
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Anechoic Chambers
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
435
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Climatics Test Area
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
436
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Component Test and Analysis Laboratories
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2012-06-26 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
437
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Sensor Thermal Vacuum Chamber - Integrated Tes...
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2012-06-26 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
438
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Vibration Test Laboratory
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
439 rows × 17 columns
In [75]:
df.columns
Out[75]:
Index(['Agency', 'Center', 'Center Search Status', 'Facility', 'Occupied',
'Status', 'URL Link', 'Record Date', 'Last Update', 'Address', 'City',
'State', 'ZIP', 'Country', 'Contact', 'Mail Stop', 'Phone'],
dtype='object')
In [76]:
df.head()
Out[76]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
0
DOD
Air Force Research Laboratory
Public
Mach 6, High Reynolds Number Facility
1960.0
Under Rehabilitation
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
1
DOD
Air Force Research Laboratory
Public
Subsonic Aerodynamic Research Laboratory
1985.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
2
DOD
Air Force Research Laboratory
Public
Trisonic Gasdynamics Facility
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
3
DOD
Air Force Research Laboratory
Public
Vertical Wind Tunnel
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
4
DOD
Arnold Engineering Development Center
Public
10V Test Chamber
1965.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2013-08-23 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
In [6]:
df['Agency'].value_counts()
Out[6]:
NASA 2 397
Intelsat 17
DOE 12
DOD 7
RAYTHEON 5
OSC 1
Name: Agency, dtype: int64
In [7]:
print("NASA runs a total of 397 lab facilities, Nasa Intelsat runs 17, Department of Defence(DOD) runs 7 labs, Department of Energy runs 12 labs, Raytheon runs 5, and Orbital Sciences Corporation (osc) runs only one NASA lab facility")
NASA runs a total of 397 lab facilities, Nasa Intelsat runs 17, Department of Defence(DOD) runs 7 labs, Department of Energy runs 12 labs, Raytheon runs 5, and Orbital Sciences Corporation (osc) runs only one NASA lab facility
In [8]:
df['Center'].value_counts()
Out[8]:
Marshall Space Flight Center 136
Langley Research Center 50
Jet Propulsion Lab 39
Goddard Space Flight Center 32
Glenn Research Center 31
Stennis Space Center 27
NASA Aircraft Management Division 23
Michoud Assembly Facility 17
Intelsat General 17
Ames Research Center 15
Pacific Northwest National Laboratory 12
Wallops Flight Facility/GSFC 10
Johnson Space Center 10
Armstrong Flight Research Center 7
Raytheon Space and Airborne Systems - El Segundo 5
Air Force Research Laboratory 4
Arnold Engineering Development Center 3
Orbital Satellite Manufacturing Facility - Arizona 1
Name: Center, dtype: int64
In [9]:
df['Status'].value_counts()
Out[9]:
Active 388
Inactive 22
Under Rehabilitation 2
Under 1
Under Construction 1
Name: Status, dtype: int64
In [10]:
print("There are 388 active lab facilities in the US")
There are 388 active lab facilities in the US
In [11]:
df['State'].value_counts()
Out[11]:
AL 136
CA 83
VA 60
OH 35
MD 32
MS 27
DC 21
LA 17
WA 12
TX 10
TN 3
20546 2
AZ 1
Name: State, dtype: int64
In [12]:
print("Alabama has the highest number of NASA Lab facilities in the country.")
Alabama has the highest number of NASA Lab facilities in the country.
In [13]:
print("Alabama has the highest number of NASA Lab facilities in the country")
Alabama has the highest number of NASA Lab facilities in the country
In [14]:
df.groupby("Agency")['Center'].value_counts()
Out[14]:
Agency Center
DOD Air Force Research Laboratory 4
Arnold Engineering Development Center 3
DOE Pacific Northwest National Laboratory 12
Intelsat Intelsat General 17
NASA 2 Marshall Space Flight Center 136
Langley Research Center 50
Jet Propulsion Lab 39
Goddard Space Flight Center 32
Glenn Research Center 31
Stennis Space Center 27
NASA Aircraft Management Division 23
Michoud Assembly Facility 17
Ames Research Center 15
Johnson Space Center 10
Wallops Flight Facility/GSFC 10
Armstrong Flight Research Center 7
OSC Orbital Satellite Manufacturing Facility - Arizona 1
RAYTHEON Raytheon Space and Airborne Systems - El Segundo 5
Name: Center, dtype: int64
In [15]:
df.groupby("Agency")['Status'].value_counts()
Out[15]:
Agency Status
DOD Active 5
Inactive 1
Under Rehabilitation 1
DOE Active 12
Intelsat Active 1
NASA 2 Active 364
Inactive 21
Under 1
Under Construction 1
Under Rehabilitation 1
OSC Active 1
RAYTHEON Active 5
Name: Status, dtype: int64
In [16]:
df['City'].value_counts()
Out[16]:
MSFC 136
Hampton 50
PASADENA 39
Greenbelt 32
Cleveland 31
Stennis Space Center 27
Washington 21
New Orleans 17
Rancho Palos Verdes 17
Moffett Field 15
Richland 12
Houston 10
Wallops Island 10
Edwards 7
El Segundo 5
Wright-Patterson AFB 4
Arnold AFB 3
DC 2
Gibert 1
Name: City, dtype: int64
In [17]:
df.groupby("City")['Status'].value_counts()
Out[17]:
City Status
Arnold AFB Active 2
Inactive 1
Cleveland Active 30
Under Construction 1
DC Active 2
Edwards Active 7
El Segundo Active 5
Gibert Active 1
Greenbelt Active 32
Hampton Active 48
Inactive 2
Houston Active 9
Under Rehabilitation 1
MSFC Active 118
Inactive 8
Under 1
Moffett Field Active 14
Inactive 1
New Orleans Active 16
Inactive 1
PASADENA Active 34
Inactive 5
Rancho Palos Verdes Active 1
Richland Active 12
Stennis Space Center Active 25
Inactive 2
Wallops Island Active 10
Washington Active 19
Inactive 2
Wright-Patterson AFB Active 3
Under Rehabilitation 1
Name: Status, dtype: int64
In [18]:
state= df.groupby("State")['Status'].value_counts()
state
Out[18]:
State Status
20546 Active 2
AL Active 118
Inactive 8
Under 1
AZ Active 1
CA Active 61
Inactive 6
DC Active 19
Inactive 2
LA Active 16
Inactive 1
MD Active 32
MS Active 25
Inactive 2
OH Active 33
Under Construction 1
Under Rehabilitation 1
TN Active 2
Inactive 1
TX Active 9
Under Rehabilitation 1
VA Active 58
Inactive 2
WA Active 12
Name: Status, dtype: int64
In [19]:
df['Contact'].value_counts()
Out[19]:
Roslin HIcks 136
Sherry Johnson 50
Gary Gray 39
Barry Green 32
Linda C. Elonen-Wright 31
Robert Bruce 27
Hsien (Shen) Yen 21
Bryan Benedict 17
Ernest Graham 17
Rocci Caringello 15
Mardell Sours 12
Charles Noel 10
Scott H. Schaire 10
Facilities Utilization Officer 7
Paul N. Stovner 5
Mr. Chris Love 4
Capabilities Integration Division 3
LD010 2
GaryRico, Lead Thermal Vacuum Test Engineer 1
Name: Contact, dtype: int64
In [20]:
df.groupby("Contact")['Status'].value_counts()
Out[20]:
Contact Status
Barry Green Active 32
Bryan Benedict Active 1
Capabilities Integration Division Active 2
Inactive 1
Charles Noel Active 9
Under Rehabilitation 1
Ernest Graham Active 16
Inactive 1
Facilities Utilization Officer Active 7
Gary Gray Active 34
Inactive 5
GaryRico, Lead Thermal Vacuum Test Engineer Active 1
Hsien (Shen) Yen Active 19
Inactive 2
LD010 Active 2
Linda C. Elonen-Wright Active 30
Under Construction 1
Mardell Sours Active 12
Mr. Chris Love Active 3
Under Rehabilitation 1
Paul N. Stovner Active 5
Robert Bruce Active 25
Inactive 2
Rocci Caringello Active 14
Inactive 1
Roslin HIcks Active 118
Inactive 8
Under 1
Scott H. Schaire Active 10
Sherry Johnson Active 48
Inactive 2
Name: Status, dtype: int64
In [77]:
for x in (df['Last Update']):
if isinstance(x, str):
print(x)
300 E St, SW
300 E St, SW
In [78]:
dropped = df[df['Last Update'] != "300 E St, SW"]
for x in (dropped['Last Update']):
if isinstance(x, str):
print(x)
In [81]:
df['Last Update'].str[:5]
df
Out[81]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
0
DOD
Air Force Research Laboratory
Public
Mach 6, High Reynolds Number Facility
1960.0
Under Rehabilitation
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
1
DOD
Air Force Research Laboratory
Public
Subsonic Aerodynamic Research Laboratory
1985.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
2
DOD
Air Force Research Laboratory
Public
Trisonic Gasdynamics Facility
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
3
DOD
Air Force Research Laboratory
Public
Vertical Wind Tunnel
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
4
DOD
Arnold Engineering Development Center
Public
10V Test Chamber
1965.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2013-08-23 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
5
DOD
Arnold Engineering Development Center
Public
7V Sensor Test Facility
1994.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
6
DOD
Arnold Engineering Development Center
Public
Mark I Aerospace Chamber
1963.0
Inactive
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
7
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Measurements Laboratory
NaN
Active
http://www.pnnl.gov/atmospheric/programs/atmos...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
8
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Radiation Measurement Climate Rese...
NaN
Active
http://www.pnnl.gov/atmospheric/programs/arm.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
9
DOE
Pacific Northwest National Laboratory
Public
Atmospheric Research Measurement Aerial Facility
NaN
Active
http://www.pnnl.gov/atmospheric/programs/arm_a...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
10
DOE
Pacific Northwest National Laboratory
Public
Biological Sciences Facility
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
11
DOE
Pacific Northwest National Laboratory
Public
Bioproducts Sciences and Engineering Laboratory
NaN
Active
http://www.pnnl.gov/biobased/bsel.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
12
DOE
Pacific Northwest National Laboratory
Public
Environmental and Molecular Sciences Laboratory
NaN
Active
http://www.emsl.pnnl.gov/emslweb/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
13
DOE
Pacific Northwest National Laboratory
Public
Joint Global Change Research Institute
NaN
Active
http://www.pnnl.gov/atmospheric/programs/jgcri...
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
14
DOE
Pacific Northwest National Laboratory
Public
Marine Sciences Facility
NaN
Active
http://marine.pnnl.gov/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
15
DOE
Pacific Northwest National Laboratory
Public
Materials Sciences & Techonolgy Laboratory
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
16
DOE
Pacific Northwest National Laboratory
Public
Radiochemical Process Laboratory
NaN
Active
http://rpl.pnnl.gov/
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
17
DOE
Pacific Northwest National Laboratory
Public
Research Aircraft Facility
NaN
Active
http://www.pnnl.gov/atmospheric/programs/raf.stm
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
18
DOE
Pacific Northwest National Laboratory
Public
Ultra-low Background Counting Laboratory
NaN
Active
www.pnnl.gov
2013-09-23
2013-09-23 00:00:00
Battelle Boulevard
Richland
WA
99352
US
Mardell Sours
LSB MSN J2-33
509-372-6026
19
Intelsat
Intelsat General
Public
Environmental Test Lab-Shaker
1969.0
Active
NaN
1996-04-29
2013-08-26 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
20
Intelsat
Intelsat General
Public
Environmental Test Lab-Test Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
21
Intelsat
Intelsat General
Public
Large Anechoic Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
22
Intelsat
Intelsat General
Public
Outdoor Antenna Test Range
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
23
Intelsat
Intelsat General
Public
Scanning Auger Multiprobe; Electron Microscope
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
24
Intelsat
Intelsat General
Public
Semiconductor Fabrication 1
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
25
Intelsat
Intelsat General
Public
Semiconductor Fabrication 2
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
26
Intelsat
Intelsat General
Public
Semiconductor Fabrication 3
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
27
Intelsat
Intelsat General
Public
Semiconductor Fabrication 4
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
28
Intelsat
Intelsat General
Public
Semiconductor Fabrication 5
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
29
Intelsat
Intelsat General
Public
Semiconductor Fabrication 6
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
409
NASA 2
Stennis Space Center
Public
Hydrogen Transfer Facility #3415
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
410
NASA 2
Stennis Space Center
Public
Industrial Water Reservoir #4325
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
411
NASA 2
Stennis Space Center
Public
Measurement Standards & Calibration Lab #8100
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
412
NASA 2
Stennis Space Center
Public
Propellant Transfer & Storage Facility #3414
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
413
NASA 2
Stennis Space Center
Public
Push Boat
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
414
NASA 2
Stennis Space Center
Public
Repair, Fab. & Fluid Component Proc. #2201,220...
1964.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
415
NASA 2
Stennis Space Center
Public
Science Laboratory #8110
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
416
NASA 2
Stennis Space Center
Public
Sensor Laboratory #1105
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
417
NASA 2
Stennis Space Center
Public
Test Facility E-1 #4050
1992.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
418
NASA 2
Stennis Space Center
Public
Test Facility E-2 #4001
1994.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
419
NASA 2
Stennis Space Center
Public
Test Facility E-3 #4071
NaN
Active
http://rockettest.nasa.gov
2000-12-11
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
420
NASA 2
Stennis Space Center
Public
Test Facility H-1 #5001
1995.0
Inactive
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
421
NASA 2
Stennis Space Center
Public
Test Operations Bldg. E Complex #4010
1991.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
422
NASA 2
Stennis Space Center
Public
Test Stand A-1 #4120
1967.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
423
NASA 2
Wallops Flight Facility/GSFC
Public
Launch Range
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-11 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
424
NASA 2
Wallops Flight Facility/GSFC
Public
Main Base Laboratories and Shops
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
425
NASA 2
Wallops Flight Facility/GSFC
Public
McMurdo Ground Station (MGS)
1994.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
426
NASA 2
Wallops Flight Facility/GSFC
Public
Meteorological Facilities and ASRF
1959.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
427
NASA 2
Wallops Flight Facility/GSFC
Public
Mobile Range Systems
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
428
NASA 2
Wallops Flight Facility/GSFC
Public
National Scientific Balloon Facility
1977.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
429
NASA 2
Wallops Flight Facility/GSFC
Public
Poker Flat Research Range & SAR Facility
1970.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
430
NASA 2
Wallops Flight Facility/GSFC
Public
Wallops Orbital Tracking Station
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
431
NASA 2
Wallops Flight Facility/GSFC
Public
WFF Research Airport
1958.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
432
NASA 2
Wallops Flight Facility/GSFC
Public
White Sands Missile Range
1964.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
433
OSC
Orbital Satellite Manufacturing Facility - Ari...
Public
15 X 20 Thermal Vacuum Test Facility
NaN
Active
http://www.orbital.com/NewsInfo/Publications/S...
2011-11-22
2013-08-28 00:00:00
1721 Elliot Road
Gibert
AZ
85223
US
GaryRico, Lead Thermal Vacuum Test Engineer
NaN
480 355 7275
434
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Anechoic Chambers
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
435
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Climatics Test Area
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
436
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Component Test and Analysis Laboratories
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2012-06-26 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
437
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Sensor Thermal Vacuum Chamber - Integrated Tes...
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2012-06-26 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
438
RAYTHEON
Raytheon Space and Airborne Systems - El Segundo
Public
Vibration Test Laboratory
NaN
Active
http://www.raytheon.com/capabilities/products/...
2012-06-26
2013-09-12 00:00:00
2000 E. El Segundo Blvd.
El Segundo
CA
90245
US
Paul N. Stovner
A130
310-647-4171
439 rows × 17 columns
In [82]:
dropped.sort_values(by='Last Update',ascending=False).head(3)
Out[82]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
52
NASA 2
Armstrong Flight Research Center
Public
Bldg. 4800 - Research Development & Test Facility
1954.0
Active
www.nasa.gov/centers/dryden/home/index.html
2010-04-13
2014-12-19 00:00:00
P.O.Box 273
Edwards
CA
93523-0273
US
Facilities Utilization Officer
B-4800, Room 2004
661-276-2585
54
NASA 2
Armstrong Flight Research Center
Public
Bldg. 4824 - Communications Building
NaN
Active
NaN
2010-04-13
2014-12-19 00:00:00
P.O.Box 273
Edwards
CA
93523-0273
US
Facilities Utilization Officer
B-4800, Room 2004
661-276-2585
56
NASA 2
Armstrong Flight Research Center
Public
Bldg. 4982 - Aeronautical Tracking Facility
NaN
Active
NaN
2010-04-13
2014-12-19 00:00:00
P.O.Box 273
Edwards
CA
93523-0273
US
Facilities Utilization Officer
B-4800, Room 2004
661-276-2585
In [28]:
year60 = df[(df['Occupied'] >= 1960) & (df['Occupied'] <=1969)]
year60
Out[28]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
0
DOD
Air Force Research Laboratory
Public
Mach 6, High Reynolds Number Facility
1960.0
Under Rehabilitation
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
2
DOD
Air Force Research Laboratory
Public
Trisonic Gasdynamics Facility
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
3
DOD
Air Force Research Laboratory
Public
Vertical Wind Tunnel
1960.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
4
DOD
Arnold Engineering Development Center
Public
10V Test Chamber
1965.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2013-08-23 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
6
DOD
Arnold Engineering Development Center
Public
Mark I Aerospace Chamber
1963.0
Inactive
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
19
Intelsat
Intelsat General
Public
Environmental Test Lab-Shaker
1969.0
Active
NaN
1996-04-29
2013-08-26 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
20
Intelsat
Intelsat General
Public
Environmental Test Lab-Test Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
21
Intelsat
Intelsat General
Public
Large Anechoic Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
22
Intelsat
Intelsat General
Public
Outdoor Antenna Test Range
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
23
Intelsat
Intelsat General
Public
Scanning Auger Multiprobe; Electron Microscope
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
24
Intelsat
Intelsat General
Public
Semiconductor Fabrication 1
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
25
Intelsat
Intelsat General
Public
Semiconductor Fabrication 2
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
26
Intelsat
Intelsat General
Public
Semiconductor Fabrication 3
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
27
Intelsat
Intelsat General
Public
Semiconductor Fabrication 4
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
28
Intelsat
Intelsat General
Public
Semiconductor Fabrication 5
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
29
Intelsat
Intelsat General
Public
Semiconductor Fabrication 6
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
30
Intelsat
Intelsat General
Public
Semiconductor Fabrication 7
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
31
Intelsat
Intelsat General
Public
Small Anechoic Chamber
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
32
Intelsat
Intelsat General
Public
SSTD
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
33
Intelsat
Intelsat General
Public
Subjective Evaluation Room
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
34
Intelsat
Intelsat General
Public
System Simulation Laboratory
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
35
Intelsat
Intelsat General
Public
Video System Lab
1969.0
NaN
NaN
1996-04-29
2013-08-22 00:00:00
28035 Ambergate Drive
Rancho Palos Verdes
CA
90275
US
Bryan Benedict
In-Orbit Servicing
424 206-2725
38
NASA 2
Ames Research Center
Public
N204A - SPACE TECHNOLOGY BUILDING: AMES VERTIC...
1966.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-12 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
40
NASA 2
Ames Research Center
Public
N221A - 20-G AND HUMAN POWER CENTRIFUGE (PAPAC)
1964.0
Active
http://spacebiosciences.arc.nasa.gov/page/20-g...
1996-03-01
2012-01-18 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
41
NASA 2
Ames Research Center
Public
N229 - EXPER. AEROTHERMODYNAMIC FAC.: ELECTRIC...
1961.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-13 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
43
NASA 2
Ames Research Center
Public
N234 - THERMAL PROTECTION LAB: AERODYNAMIC HEA...
1962.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-13 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
44
NASA 2
Ames Research Center
Public
N234A - THERMAL PROTECTION LAB BOILER: STEAM V...
1962.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-12 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
45
NASA 2
Ames Research Center
Public
N237 - HYPERVELOCITY FREE FLIGHT AERODYNAMIC F...
1964.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-13 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
46
NASA 2
Ames Research Center
Public
N237 - HYPERVELOCITY FREE FLIGHT GUN DEVELOPME...
1964.0
Inactive
http://thermo-physics.arc.nasa.gov
1996-03-01
2013-07-19 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
53
NASA 2
Armstrong Flight Research Center
Public
Bldg. 4820 - Flight Loads Laboratory
1966.0
Active
www.nasa.gov/centers/dryden/research/Facilitie...
1996-03-01
2013-07-10 00:00:00
P.O.Box 273
Edwards
CA
93523-0273
US
Facilities Utilization Officer
B-4800, Room 2004
661-276-2585
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
349
NASA 2
Marshall Space Flight Center
Public
Neutral Buoyancy Facility 4705
1968.0
Inactive
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
355
NASA 2
Marshall Space Flight Center
Public
Vacuum Drop Tube Facility 4550
1965.0
Inactive
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
368
NASA 2
Michoud Assembly Facility
Public
Port Michoud Facility
1963.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-01-29
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
371
NASA 2
Michoud Assembly Facility
Public
Thermal Protection System Area
1963.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-04-06
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
372
NASA 2
Michoud Assembly Facility
Public
Vertical Assembly Facility
1963.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-02-03
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
396
NASA 2
Stennis Space Center
Public
A Complex Test Control Center (TCC) #4110
1966.0
Active
NaN
1996-03-01
2014-09-02 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
397
NASA 2
Stennis Space Center
Public
B Complex Test Control Center (TCC) #4210
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
398
NASA 2
Stennis Space Center
Public
Barge, Liquid Hydrogen (3 each)
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
399
NASA 2
Stennis Space Center
Public
Barge, Liquid Oxygen (6 each)
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
400
NASA 2
Stennis Space Center
Public
Canals, Lock & Dock System #0036,2310,2311,2317
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
401
NASA 2
Stennis Space Center
Public
Communications Building #1201
1965.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
402
NASA 2
Stennis Space Center
Public
Cryogenics Docks #0008
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
403
NASA 2
Stennis Space Center
Public
Data Acquisition Facility (DAF) #4995
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
404
NASA 2
Stennis Space Center
Public
Electrical Distribution System #0010
1964.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
405
NASA 2
Stennis Space Center
Public
Emergency Power Generating System #4400
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
406
NASA 2
Stennis Space Center
Public
Engine Processing Building #3202
1965.0
Inactive
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
407
NASA 2
Stennis Space Center
Public
High Pressure Gas Facility #0041,3305,6,9,10,11
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
408
NASA 2
Stennis Space Center
Public
High Pressure Industrial Water Plant #4400
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
409
NASA 2
Stennis Space Center
Public
Hydrogen Transfer Facility #3415
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
410
NASA 2
Stennis Space Center
Public
Industrial Water Reservoir #4325
1966.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
411
NASA 2
Stennis Space Center
Public
Measurement Standards & Calibration Lab #8100
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
412
NASA 2
Stennis Space Center
Public
Propellant Transfer & Storage Facility #3414
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
413
NASA 2
Stennis Space Center
Public
Push Boat
1965.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
414
NASA 2
Stennis Space Center
Public
Repair, Fab. & Fluid Component Proc. #2201,220...
1964.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
415
NASA 2
Stennis Space Center
Public
Science Laboratory #8110
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
416
NASA 2
Stennis Space Center
Public
Sensor Laboratory #1105
1966.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
422
NASA 2
Stennis Space Center
Public
Test Stand A-1 #4120
1967.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
427
NASA 2
Wallops Flight Facility/GSFC
Public
Mobile Range Systems
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
430
NASA 2
Wallops Flight Facility/GSFC
Public
Wallops Orbital Tracking Station
1960.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
432
NASA 2
Wallops Flight Facility/GSFC
Public
White Sands Missile Range
1964.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
152 rows × 17 columns
In [29]:
year60['Occupied'].value_counts()
Out[29]:
1965.0 25
1960.0 23
1964.0 22
1966.0 20
1969.0 18
1963.0 14
1961.0 12
1962.0 11
1968.0 5
1967.0 2
Name: Occupied, dtype: int64
In [30]:
print("There are", year60['Occupied'].value_counts().sum(), "Lab facilities started between 1960-1969")
There are 152 Lab facilities started between 1960-1969
In [31]:
year70 = df[(df['Occupied'] >= 1970) & (df['Occupied'] <=1979)]
year70
Out[31]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
42
NASA 2
Ames Research Center
Public
N234 - THERMAL PROTECTION LAB: 2x9 INCH SUPERS...
1972.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-12 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
47
NASA 2
Ames Research Center
Public
N238 - ARC JET LABORATORY: INTERACTION HEATING...
1975.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-13 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
48
NASA 2
Ames Research Center
Public
N238 - ARC JET LABORATORY: PANEL TEST FACILITY...
1972.0
Active
http://thermo-physics.arc.nasa.gov
1996-03-01
2014-06-12 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
76
NASA 2
Glenn Research Center
Public
Propulsion Systems Laboratory, Bldg. 125
1972.0
Active
http://facilities.grc.nasa.gov/psl/
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
96
NASA 2
Goddard Space Flight Center
Public
500 WSC: Antenna, 10m S-band
1977.0
Active
NaN
1996-03-01
2013-08-15 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
97
NASA 2
Goddard Space Flight Center
Public
500 WSC: Antenna, 19m S/Ku-band
1977.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
98
NASA 2
Goddard Space Flight Center
Public
500/WSC: Antenna, 4.5m S/Ku-band
1977.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
99
NASA 2
Goddard Space Flight Center
Public
500/WSC: Data Interface System
1977.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
103
NASA 2
Goddard Space Flight Center
Public
500: Space-Ground Link Terminal
1977.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
118
NASA 2
Goddard Space Flight Center
Public
TDRSS Control Center
1977.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
146
NASA 2
Jet Propulsion Lab
Public
Lidar Facility
1973.0
Active
NaN
1996-03-01
2013-08-07 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
151
NASA 2
Jet Propulsion Lab
Public
Remote Surface Lab
1972.0
Active
NaN
1996-03-01
2013-08-08 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
174
NASA 2
Langley Research Center
Public
Ceramic & Glass Laboratory (B-1237A)
1978.0
Active
NaN
1996-03-01
2013-02-13 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
176
NASA 2
Langley Research Center
Public
Composite Material Development Laboratory/B1238B
1978.0
Active
NaN
1996-03-01
2013-02-25 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
185
NASA 2
Langley Research Center
Public
Helicopter Hover Facility/647
1977.0
Active
NaN
1996-03-01
2013-02-15 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
277
NASA 2
Marshall Space Flight Center
Public
EM Space Environmental Effects Facility 4605
1970.0
Active
NaN
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
307
NASA 2
Marshall Space Flight Center
Public
EP Hot Gas Test Facility 4554
1976.0
NaN
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
321
NASA 2
Marshall Space Flight Center
Public
ES Low Energy Ion Facility 4481
1974.0
Active
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
344
NASA 2
Marshall Space Flight Center
Public
EV LAB 1/2 Mile Antenna Test Range 4194
1976.0
Active
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
428
NASA 2
Wallops Flight Facility/GSFC
Public
National Scientific Balloon Facility
1977.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
429
NASA 2
Wallops Flight Facility/GSFC
Public
Poker Flat Research Range & SAR Facility
1970.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
In [32]:
year70['Occupied'].value_counts()
Out[32]:
1977.0 8
1972.0 4
1978.0 2
1976.0 2
1970.0 2
1975.0 1
1974.0 1
1973.0 1
Name: Occupied, dtype: int64
In [33]:
print("There are", year70['Occupied'].value_counts().sum(), "Lab facilities started between 1970-1979")
There are 21 Lab facilities started between 1970-1979
In [34]:
year80 = df[(df['Occupied'] >= 1980) & (df['Occupied'] <=1989)]
year80
Out[34]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
1
DOD
Air Force Research Laboratory
Public
Subsonic Aerodynamic Research Laboratory
1985.0
Active
NaN
1996-03-01
2013-09-09 00:00:00
1864 4th St
Wright-Patterson AFB
OH
45433-7541
US
Mr. Chris Love
B015
937 255-1689
49
NASA 2
Ames Research Center
Public
N240 - CENTER FOR ENGINEERING INNOVATION: FLIG...
1982.0
Active
NaN
1996-03-01
2012-01-30 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
75
NASA 2
Glenn Research Center
Public
Power Systems Facility, Bldg. 333 & 333A
1989.0
Active
http://www.grc.nasa.gov/WWW/Facilities/ext/psf...
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
77
NASA 2
Glenn Research Center
Public
Research Analysis Center, Bldg. 142
1980.0
Active
NaN
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
124
NASA 2
Jet Propulsion Lab
Public
48-inch Telescope
1988.0
Active
NaN
1996-03-01
2013-08-07 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
144
NASA 2
Jet Propulsion Lab
Public
Frequency Standards Laboratory
1985.0
Active
NaN
1996-03-01
2013-08-07 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
147
NASA 2
Jet Propulsion Lab
Public
Mesa Antenna Test Facility
1980.0
Active
NaN
1996-03-01
2013-08-07 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
153
NASA 2
Jet Propulsion Lab
Public
SOLAR TEST FACILITY
1985.0
Active
NaN
1996-03-01
2013-08-08 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
160
NASA 2
Johnson Space Center
Public
11 ft. Chamber, Space Suit Dev. & Cert, EC, B-7
1989.0
Active
http://www.nasa.gov/centers/johnson/engineerin...
1996-03-01
2012-03-20 00:00:00
2101 NASA Parkway
Houston
TX
77058
US
Charles Noel
JP
281.483.3219
204
NASA 2
Langley Research Center
Public
National Transonic Facility
1982.0
Active
http://www.aeronautics.nasa.gov/atp/index.html
1996-03-01
2013-02-25 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
205
NASA 2
Langley Research Center
Public
Nondestructive Evaluation Lab
1988.0
Active
NaN
1996-03-01
2013-02-25 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
234
NASA 2
Marshall Space Flight Center
Public
ED Air Flow Turbine Test Facility 4777
1985.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
235
NASA 2
Marshall Space Flight Center
Public
ED Coldflow R & D Test Complex 4776
1985.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
236
NASA 2
Marshall Space Flight Center
Public
ED Liquid Rocket Engine Air Flow Fac 4777
1985.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
237
NASA 2
Marshall Space Flight Center
Public
ED Liquid/Solid Rocket Eng Water Flow Fac 4776
1985.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
239
NASA 2
Marshall Space Flight Center
Public
ED Solid Rocket Engine Air Flow Fac 4777
1985.0
Active
NaN
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
240
NASA 2
Marshall Space Flight Center
Public
ED Water Flow Inducer Test Loop 4777
1985.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
244
NASA 2
Marshall Space Flight Center
Public
EH Computer Aided Design (CAD)Room 4708
1989.0
Active
NaN
1996-05-29
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
269
NASA 2
Marshall Space Flight Center
Public
EI Manned Habitat ECLSS Test Facility 4755
1985.0
Active
NaN
1996-05-17
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
289
NASA 2
Marshall Space Flight Center
Public
EM-20 Computed Tomography Facility 4707
1985.0
Active
NaN
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
303
NASA 2
Marshall Space Flight Center
Public
EO UDC/ Express Rack/ Express Pallet 4612
1988.0
Under
NaN
1996-05-29
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
314
NASA 2
Marshall Space Flight Center
Public
EP Transient Pressure Test Facility 4515
1987.0
Inactive
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
339
NASA 2
Marshall Space Flight Center
Public
EV Engine Hardware Simulation Laboratory, 4436
1988.0
Active
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
342
NASA 2
Marshall Space Flight Center
Public
EV Contact Dynamics Simulation Lab (6DOF) 4663
1980.0
Active
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
343
NASA 2
Marshall Space Flight Center
Public
EV Flight Robotics Laboratory (Flat Floor) 4619
1983.0
Active
NaN
1996-06-03
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
357
NASA 2
Michoud Assembly Facility
Public
Component Ablator Facility Mix Room
1985.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-04-06
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
358
NASA 2
Michoud Assembly Facility
Public
Component Ablator Facility SLA Spray Preparati...
1985.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-04-06
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
359
NASA 2
Michoud Assembly Facility
Public
Component Ablator Facility SLA Spray Room
1985.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-04-07
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
364
NASA 2
Michoud Assembly Facility
Public
High Bay Facility
1982.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-02-03
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
365
NASA 2
Michoud Assembly Facility
Public
LH2 Ablator Spray Facility
1980.0
Active
http://mafbusiness.msfc.nasa.gov/
2009-04-06
2013-02-19 00:00:00
PO Box 29300
New Orleans
LA
70189
US
Ernest Graham
AS60
504.257-2619
In [35]:
year80['Occupied'].value_counts()
Out[35]:
1985.0 14
1980.0 4
1988.0 4
1982.0 3
1989.0 3
1983.0 1
1987.0 1
Name: Occupied, dtype: int64
In [36]:
print("There are", year80['Occupied'].value_counts().sum(), "Lab facilities started between 1980-1989")
There are 30 Lab facilities started between 1980-1989
In [37]:
year90 = df[(df['Occupied'] >= 1990) & (df['Occupied'] <=1999)]
year90
Out[37]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
5
DOD
Arnold Engineering Development Center
Public
7V Sensor Test Facility
1994.0
Active
http://www.arnold.af.mil/library/factsheets/fa...
1996-03-01
2012-09-19 00:00:00
100 Kindel Dr, MS-1214
Arnold AFB
TN
37389-1214
US
Capabilities Integration Division
AEDC/XPR
(931) 454-6513
55
NASA 2
Armstrong Flight Research Center
Public
Bldg. 4840 - Research Aircraft Integration Fac...
1992.0
Active
www.nasa.gov/centers/dryden/pdf/152685main_RAI...
1996-03-01
2014-12-17 00:00:00
P.O.Box 273
Edwards
CA
93523-0273
US
Facilities Utilization Officer
B-4800, Room 2004
661-276-2585
61
NASA 2
Glenn Research Center
Public
Aero Acoustic Propulsion Lab., (AAPL) Bldg. 145
1990.0
Active
http://facilities.grc.nasa.gov/aapl/index.html
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
80
NASA 2
Glenn Research Center
Public
Space Experiments Laboratory, Bldg. 110
1993.0
Active
NaN
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
88
NASA 2
Glenn Research Center
Public
Zero Gravity Research Facility, (Bldg. 110)
1993.0
Active
http://microgravity.grc.nasa.gov/zero-g/
1996-03-01
2013-08-13 00:00:00
21000 Brookpark Road
Cleveland
OH
44135
US
Linda C. Elonen-Wright
2014-06-08 00:00:00
216-433-9370
105
NASA 2
Goddard Space Flight Center
Public
700: Cryogenic Research and Integration Facility
1994.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
112
NASA 2
Goddard Space Flight Center
Public
700: SSDIF Clean Room, B.29
1990.0
Active
NaN
1996-03-01
2013-08-16 00:00:00
Greenbelt Road
Greenbelt
MD
20771
US
Barry Green
Code 500
301 286 2520
134
NASA 2
Jet Propulsion Lab
Public
DSS 24 Antenna
1994.0
Active
NaN
1996-03-01
2013-08-07 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
148
NASA 2
Jet Propulsion Lab
Public
Microdevices Laboratory (MDL)
1990.0
Active
NaN
1996-03-01
2013-08-08 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
149
NASA 2
Jet Propulsion Lab
Public
Mirror Refurbishment Building
1992.0
Active
NaN
1996-03-01
2013-08-08 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
150
NASA 2
Jet Propulsion Lab
Public
Optical Laboratories
1993.0
Active
NaN
1996-03-01
2013-08-08 00:00:00
JPL:2800
PASADENA
CA
91109-8099
US
Gary Gray
JPL:2800
818.354.0701
180
NASA 2
Langley Research Center
Public
Experimental Test Range
1990.0
Active
NaN
1996-03-01
2013-02-25 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
195
NASA 2
Langley Research Center
Public
Jet Noise Laboratory
1995.0
Active
NaN
1996-03-01
2013-02-25 00:00:00
NASA Langley Research Center
Hampton
VA
23681-2199
US
Sherry Johnson
241
757.864-3848
223
NASA 2
Marshall Space Flight Center
Public
Cosmic Ray Emulsion Laboratory 4481
1991.0
Inactive
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
224
NASA 2
Marshall Space Flight Center
Public
EB Audio Reverberant Facility 4477
1991.0
Active
NaN
1996-03-01
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
238
NASA 2
Marshall Space Flight Center
Public
ED Pump Test Equipment Facility 4777
1995.0
Active
NaN
1996-05-30
2014-05-30 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
270
NASA 2
Marshall Space Flight Center
Public
EI Space Systems Integration and Test Facility 4
1992.0
Active
NaN
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
271
NASA 2
Marshall Space Flight Center
Public
EI MSFC Electromagnetic Interference (EMI) Tes...
1995.0
Active
NaN
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
274
NASA 2
Marshall Space Flight Center
Public
EL X-Ray & Cryogenic Facility (XRCF), 4718
1991.0
Active
http://optics.nasa.gov/facilities/xraycal.html
1996-03-01
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
291
NASA 2
Marshall Space Flight Center
Public
EM-20 Acoustic Emission Facility 4711
1992.0
Active
NaN
2006-08-04
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
299
NASA 2
Marshall Space Flight Center
Public
EM-20 Shearography Facility 4711
1992.0
Active
NaN
2006-08-04
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
301
NASA 2
Marshall Space Flight Center
Public
EM-20 Thermography Facility 4711
1992.0
Active
NaN
2006-08-04
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
317
NASA 2
Marshall Space Flight Center
Public
ES BATSE Operations & Data Analysis Lab 4481
1990.0
Active
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
318
NASA 2
Marshall Space Flight Center
Public
ES Dist Active Archive Center 917 Expl. Blvd.
1991.0
NaN
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
319
NASA 2
Marshall Space Flight Center
Public
ES Earth Science & Appl.Computer Facility 4492
1991.0
NaN
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
320
NASA 2
Marshall Space Flight Center
Public
ES Laboratory for Structural Biology 4484
1994.0
NaN
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
322
NASA 2
Marshall Space Flight Center
Public
ES Plasma Wind Tunnel 4481
1991.0
NaN
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
347
NASA 2
Marshall Space Flight Center
Public
Low Gravity Materials Science Facility 4550
1991.0
Inactive
NaN
1996-03-01
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
417
NASA 2
Stennis Space Center
Public
Test Facility E-1 #4050
1992.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
418
NASA 2
Stennis Space Center
Public
Test Facility E-2 #4001
1994.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
420
NASA 2
Stennis Space Center
Public
Test Facility H-1 #5001
1995.0
Inactive
NaN
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
421
NASA 2
Stennis Space Center
Public
Test Operations Bldg. E Complex #4010
1991.0
Active
http://rockettest.nasa.gov
1996-03-01
2012-01-30 00:00:00
PA10-Planning, Development, & Analysis Office
Stennis Space Center
MS
39529-6000
US
Robert Bruce
PA10
601-688-1646
425
NASA 2
Wallops Flight Facility/GSFC
Public
McMurdo Ground Station (MGS)
1994.0
Active
http://www.nasa.gov/centers/wallops
1996-03-01
2013-07-19 00:00:00
Code 802
Wallops Island
VA
23337-5099
US
Scott H. Schaire
F-6
757-824-1120
In [38]:
year90['Occupied'].value_counts()
Out[38]:
1991.0 8
1992.0 7
1994.0 6
1990.0 5
1995.0 4
1993.0 3
Name: Occupied, dtype: int64
In [39]:
print("There are", year90['Occupied'].value_counts().sum(), "Lab facilities started between 1990-1999")
There are 33 Lab facilities started between 1990-1999
In [40]:
year00 = df[(df['Occupied'] >= 2000) & (df['Occupied'] <=2009)]
year00
Out[40]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
283
NASA 2
Marshall Space Flight Center
Public
EM Impact Testing Facility 4571, 4612
2005.0
Active
NaN
2006-08-04
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
293
NASA 2
Marshall Space Flight Center
Public
EM-20 Backscatter Radiography Facility 4711/4707
2002.0
Active
NaN
2006-08-04
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
295
NASA 2
Marshall Space Flight Center
Public
EM-20 Digital X-ray Laminography 4711
2006.0
Active
NaN
2006-08-04
2014-06-02 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
300
NASA 2
Marshall Space Flight Center
Public
EM-20 Terahertz Imaging Facility 4711
2003.0
Active
NaN
2006-08-04
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
350
NASA 2
Marshall Space Flight Center
Public
Propulsion Research and Development Laboratory
2005.0
Active
NaN
2006-08-10
2014-03-31 00:00:00
MARSHALL SPACE FLIGHT CENTER
MSFC
AL
35812
US
Roslin HIcks
AS21/4250
256-544-7795
In [41]:
year00['Occupied'].value_counts()
Out[41]:
2005.0 2
2006.0 1
2003.0 1
2002.0 1
Name: Occupied, dtype: int64
In [42]:
print("There are", year00['Occupied'].value_counts().sum(), "Lab facilities started between 2000-2009")
There are 5 Lab facilities started between 2000-2009
In [43]:
year10 = df[(df['Occupied'] >= 2010) & (df['Occupied'] <=2017)]
year10
Out[43]:
Agency
Center
Center Search Status
Facility
Occupied
Status
URL Link
Record Date
Last Update
Address
City
State
ZIP
Country
Contact
Mail Stop
Phone
37
NASA 2
Ames Research Center
Public
DYNAVAC THERMAL VACUUM CHAMBER
2010.0
Active
http://www.nasa.gov/centers/ames/research/tech...
2014-10-29
2014-10-29 00:00:00
Code RC
Moffett Field
CA
94035
US
Rocci Caringello
213-1
650 603-9506
164
NASA 2
Johnson Space Center
Public
General Vibration Lab (GVL)
2012.0
Active
http://www.nasa.gov/centers/johnson/pdf/639503...
2010-07-08
2012-09-26 00:00:00
2101 NASA Parkway
Houston
TX
77058
US
Charles Noel
JP
281.483.3219
In [44]:
year10['Occupied'].value_counts()
Out[44]:
2010.0 1
2012.0 1
Name: Occupied, dtype: int64
In [45]:
year10['Facility']
Out[45]:
37 DYNAVAC THERMAL VACUUM CHAMBER
164 General Vibration Lab (GVL)
Name: Facility, dtype: object
In [46]:
print("There are only", year10['Occupied'].value_counts().sum(), "Lab facilities started since 2010")
There are only 2 Lab facilities started since 2010
In [84]:
df['State'].value_counts().plot(kind='bar', x='State')
Out[84]:
<matplotlib.axes._subplots.AxesSubplot at 0x752d310>
In [26]:
df['Agency'].value_counts().plot(kind='bar', x='Agency')
Out[26]:
<matplotlib.axes._subplots.AxesSubplot at 0x63bc4b0>
In [68]:
df = pd.read_excel("year-num-nasa.xlsx")
In [69]:
df
Out[69]:
Year
Number
0
1960-69
152
1
1970 – 79
21
2
1980 – 89
30
3
1990 – 99
33
4
2000 – 09
5
5
2010 – 1016
2
In [70]:
df['Number'].plot(kind='pie', labels=df['Year'])
Out[70]:
<matplotlib.axes._subplots.AxesSubplot at 0x46941d0>
In [ ]:
Content source: radhikapc/foundation-homework
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