In [1]:
import pandas as pd
import numpy as np
import requests
import inflection as inf
from collections import OrderedDict

In [2]:
from nltk.corpus import wordnet as wn

In [3]:
import nltk
nltk.download('wordnet')


[nltk_data] Downloading package wordnet to
[nltk_data]     /Users/dcomfort/nltk_data...
[nltk_data]   Package wordnet is already up-to-date!
Out[3]:
True

In [4]:
pd.__version__


Out[4]:
'0.25.3'

In [5]:
import warnings
warnings.filterwarnings('ignore')

1. Read raw data


In [6]:
df = pd.read_csv('data/ISS mandate - Raw data.csv')

In [7]:
test = df[['TI','DE','ID' , 'DI']].head(100)

In [8]:
test


Out[8]:
TI DE ID DI
0 Two regimes of a single n-heptane droplet comb... Combustion; Cool flame; Droplet; Mathematical ... DIFFUSION COMBUSTION; COOL-FLAMES; MICROGRAVITY 10.1016/j.actaastro.2019.01.045
1 Desert cyanobacteria under space and planetary... Chroococcidiopsis; desiccation tolerance; dese... RADIATION-RESISTANCE; MARTIAN ATMOSPHERE; SYNT... 10.1017/S147355041800037X
2 Photolysis of Cometary Organic Dust Analogs on... Astrobiology; Astrochemistry; Comets; Internat... ULTRACARBONACEOUS ANTARCTIC MICROMETEORITES; I... 10.1089/ast.2018.1853
3 Diffusive Motion in a 3-D Cluster in PK-4 Diffusion; dusty plasma; microgravity; Plasmak... ANOMALOUS DIFFUSION; DUST PARTICLES; DYNAMICS;... 10.1109/TPS.2019.2893155
4 Negative Effects of Long-duration Spaceflight ... aerospace medicine; atrophy; back pain; comput... LOW-BACK-PAIN; FAT INFILTRATION; MECHANICAL-PR... 10.1097/BRS.0000000000002959
... ... ... ... ...
95 CONTRIBUTION OF DIFFERENT PARTICLES MEASURED W... NaN RADIATION; DOSIMETRY 10.1093/rpd/ncx189
96 Dust density waves in a dc flowing complex pla... NaN ACOUSTIC-WAVES 10.1063/1.5040417
97 Capturing the Urban Divide in Nighttime Light ... Deprived areas; Global South; International Sp... SATELLITE IMAGERY; CHINA; SLUMS; DMSP 10.1109/JSTARS.2018.2828340
98 Space-Based Microgravity Experiments on Flame ... Flame spread; Droplet cloud; Group combustion;... COMBUSTION EXPERIMENTS ABOARD; FUEL; ARRAYS; P... 10.1007/s12217-018-9637-2
99 Radiative extinction of large n-alkane droplet... Droplet combustion; Radiative extinction; N-al... SPHERICAL DIFFUSION FLAMES; COOL-FLAMES; COMBU... 10.1016/j.combustflame.2018.04.023

100 rows × 4 columns


In [9]:
test['DE'][0]


Out[9]:
'Combustion; Cool flame; Droplet; Mathematical modeling; Diffusion'

In [10]:
test['DE'] = test['DE'].str.replace('; ', ', ')
test['ID'] = test['ID'].str.replace('; ', ', ')

test['DE'] = test['DE'].str.replace('-', ' ')
test['ID'] = test['ID'].str.replace('-', ' ')

test['DE'] = test['DE'].fillna(' ')
test['ID'] = test['ID'].fillna(' ')

In [11]:
# 2. Combine keyword columns
test['keywords'] = test['DE'] + ', ' + test['ID']

In [12]:
# 3. lowercase keyword case
test['keywords'] = test['keywords'].str.lower()

test = test[['TI','keywords' , 'DI']]

In [13]:
# 4. singularize
# test['keywords'] = test['keywords'].apply(lambda x: ', '.join([inf.singularize(item) for item in x.split(', ')]))

In [14]:
# maybe lowercase afterwards
# POS tags - if noun don't singularize

In [15]:
# 5. Remove duplicates
# https://stackoverflow.com/questions/47316783/python-dataframe-remove-duplicate-words-in-the-same-cell-within-a-column-in-pyt
test['keywords'] = (test['keywords'].str.split(', ')
                              .apply(lambda x: OrderedDict.fromkeys(x).keys())
                              .str.join(', '))

In [16]:
# 6. Split strings
test['keywords'] = test['keywords'].str.split(', ', expand=False)

In [17]:
test['keywords'][0]


Out[17]:
['combustion',
 'cool flame',
 'droplet',
 'mathematical modeling',
 'diffusion',
 'diffusion combustion',
 'cool flames',
 'microgravity']

In [18]:
test.shape[0]


Out[18]:
100

In [19]:
# 7. pandas explode - Transform each element of a list-like to a row, replicating the index values.
test_ = test.explode('keywords')

test_ = test_[test_['keywords'] != ' ']

test_.reset_index(inplace=True, drop=True)

In [20]:
test_['keywords'].nunique()


Out[20]:
842

In [21]:
test_['keywords']


Out[21]:
0                       combustion
1                       cool flame
2                          droplet
3            mathematical modeling
4                        diffusion
                   ...            
1121                  microgravity
1122    spherical diffusion flames
1123                   cool flames
1124                    combustion
1125                       heptane
Name: keywords, Length: 1126, dtype: object

Extract from Wordnet


In [22]:
from nltk.corpus import wordnet
wn_lemmas = set(wordnet.all_lemma_names())

def wordnet_exits(word):
    word = word.replace(' ', '_')
    if word in wn_lemmas:
        return True
    else:
        return False

In [23]:
wordnet_exits('microgravity')


Out[23]:
False

In [24]:
def acquire_definition(keyword):
    define = wn.synsets(keyword)[0].definition()
    return define

In [25]:
def acquire_hypernym(keyword):
    hypernym = wn.synsets(keyword)[0].hypernyms()[0].name().split(".")[0]
    return hypernym

In [26]:
def acquire_wordnet_id(keyword):
    synset = wn.synsets(keyword)[0].name()
    ss = wn.synset(synset)
    offset = str(ss.offset()).zfill(8) + '-' + ss.pos()
    return offset

In [27]:
acquire_wordnet_id('combustion')


Out[27]:
'13450206-n'

In [28]:
test_.reset_index(drop=True, inplace=True)

In [29]:
test_.head()


Out[29]:
TI keywords DI
0 Two regimes of a single n-heptane droplet comb... combustion 10.1016/j.actaastro.2019.01.045
1 Two regimes of a single n-heptane droplet comb... cool flame 10.1016/j.actaastro.2019.01.045
2 Two regimes of a single n-heptane droplet comb... droplet 10.1016/j.actaastro.2019.01.045
3 Two regimes of a single n-heptane droplet comb... mathematical modeling 10.1016/j.actaastro.2019.01.045
4 Two regimes of a single n-heptane droplet comb... diffusion 10.1016/j.actaastro.2019.01.045

In [30]:
test_.shape[0]


Out[30]:
1126

In [31]:
df_test_ = test_.copy()

In [32]:
df_test_.rename(columns={'TI': 'topic_title', 'keywords': 'definition', 
                       'DI': 'reference' }, inplace=True)

In [33]:
df_test_[df_test_['definition'].str.contains('^mar$', regex=True)]


Out[33]:
topic_title definition reference

In [34]:
df_test_['definition'] = df_test_['definition'].str.replace('^mar$', 'mars', regex=True)

In [35]:
df_test_[df_test_['definition'].str.contains('^mars', regex=True)]


Out[35]:
topic_title definition reference
13 Desert cyanobacteria under space and planetary... mars like conditions 10.1017/S147355041800037X
21 Desert cyanobacteria under space and planetary... mars 10.1017/S147355041800037X
741 Survival, DNA, and Ultrastructural Integrity o... mars conditions 10.1089/ast.2017.1728

In [36]:
# df_test_ = df_test_.head(10)

In [37]:
df_test_.shape[0]


Out[37]:
1126

In [38]:
data = []
j = 1
for index, row in df_test_.iterrows():
    print('index: ', index, 'keywords: ', row['definition'])
    if wordnet_exits(row['definition']):
        word = row['definition']
        word = word.replace(' ', '_')
        print('Word exists in WordNet')
        print('*****************')
        print('j: ', j)
        key = 'T' + str(j)
        print('initial key: ', key)

        data.append(dict(zip(
            ('key',
             'type', 
             'topic_title', 
             'definition', 
             'reference',
            'wordnet_ID'), 
            (key,
            'topic',
             row['topic_title'],
             word,  
             '',
           acquire_wordnet_id(word))
        )))
        j = j + 1
        print('j: ', j)
        key = 'T' + str(j)
        print('key: ', key)

        data.append(dict(zip(
            ('key',
             'type', 
             'topic_title', 
             'definition', 
             'reference',
            'wordnet_ID'), 
            (key,
            'topic',
             word,
             acquire_definition(word),  
             '',
            acquire_wordnet_id(word))
        )))
        
        try:
            hypernym = acquire_hypernym(word)
            j = j + 1
            print('j: ', j)
            key = 'T' + str(j)
            print('key: ', key)

            data.append(dict(zip(
                ('key',
                 'type', 
                 'topic_title', 
                 'definition', 
                 'reference',
                'wordnet_ID'), 
                (key,
                'cluster',
                 hypernym,
                 acquire_definition(hypernym),  
                 '',
                acquire_wordnet_id(hypernym))
            )))
        except:
            pass

        j = j + 1
        print('j: ', j)
        key = 'T' + str(j)
        print('key: ', key)
        # repeat for i >= 4 through 9
        i = 4
#         while i <=9:
#             try:
#                 hypernym = acquire_hypernym(hypernym)
#                 key = 'T' + str(j)
#                 print('j: ', j)
#                 key = 'T' + str(j)
#                 print('key: ', key)

#                 data.append(dict(zip(
#                     ('key',
#                      'type', 
#                      'topic_title', 
#                      'definition', 
#                      'reference',
#                 'wordnet_ID'), 
#                     (key,
#                     'cluster',
#                      hypernym,
#                      acquire_definition(hypernym),  
#                      '',
#                 '')
#                 )))
#             except:
#                 pass
#             i = i +1
#             j = j + 1

        df_topic = pd.DataFrame(data)
    
    else:
        print('Word DOES NOT exists in WordNet')
        print('*****************')


index:  0 keywords:  combustion
Word exists in WordNet
*****************
j:  1
initial key:  T1
j:  2
key:  T2
j:  3
key:  T3
j:  4
key:  T4
index:  1 keywords:  cool flame
Word DOES NOT exists in WordNet
*****************
index:  2 keywords:  droplet
Word exists in WordNet
*****************
j:  4
initial key:  T4
j:  5
key:  T5
j:  6
key:  T6
j:  7
key:  T7
index:  3 keywords:  mathematical modeling
Word DOES NOT exists in WordNet
*****************
index:  4 keywords:  diffusion
Word exists in WordNet
*****************
j:  7
initial key:  T7
j:  8
key:  T8
j:  9
key:  T9
j:  10
key:  T10
index:  5 keywords:  diffusion combustion
Word DOES NOT exists in WordNet
*****************
index:  6 keywords:  cool flames
Word DOES NOT exists in WordNet
*****************
index:  7 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  8 keywords:  chroococcidiopsis
Word DOES NOT exists in WordNet
*****************
index:  9 keywords:  desiccation tolerance
Word DOES NOT exists in WordNet
*****************
index:  10 keywords:  desert cyanobacteria
Word DOES NOT exists in WordNet
*****************
index:  11 keywords:  life support
Word exists in WordNet
*****************
j:  10
initial key:  T10
j:  11
key:  T11
j:  12
key:  T12
j:  13
key:  T13
index:  12 keywords:  low earth orbit
Word DOES NOT exists in WordNet
*****************
index:  13 keywords:  mars like conditions
Word DOES NOT exists in WordNet
*****************
index:  14 keywords:  radiation tolerance
Word DOES NOT exists in WordNet
*****************
index:  15 keywords:  space exposure
Word DOES NOT exists in WordNet
*****************
index:  16 keywords:  space synthetic biology
Word DOES NOT exists in WordNet
*****************
index:  17 keywords:  radiation resistance
Word DOES NOT exists in WordNet
*****************
index:  18 keywords:  martian atmosphere
Word DOES NOT exists in WordNet
*****************
index:  19 keywords:  synthetic biology
Word DOES NOT exists in WordNet
*****************
index:  20 keywords:  expose r2 mission
Word DOES NOT exists in WordNet
*****************
index:  21 keywords:  mars
Word exists in WordNet
*****************
j:  13
initial key:  T13
j:  14
key:  T14
j:  15
key:  T15
index:  22 keywords:  desiccation
Word exists in WordNet
*****************
j:  15
initial key:  T15
j:  16
key:  T16
j:  17
key:  T17
j:  18
key:  T18
index:  23 keywords:  habitability
Word exists in WordNet
*****************
j:  18
initial key:  T18
j:  19
key:  T19
j:  20
key:  T20
j:  21
key:  T21
index:  24 keywords:  perchlorate
Word exists in WordNet
*****************
j:  21
initial key:  T21
j:  22
key:  T22
j:  23
key:  T23
j:  24
key:  T24
index:  25 keywords:  stability
Word exists in WordNet
*****************
j:  24
initial key:  T24
j:  25
key:  T25
j:  26
key:  T26
j:  27
key:  T27
index:  26 keywords:  astrobiology
Word exists in WordNet
*****************
j:  27
initial key:  T27
j:  28
key:  T28
j:  29
key:  T29
j:  30
key:  T30
index:  27 keywords:  astrochemistry
Word DOES NOT exists in WordNet
*****************
index:  28 keywords:  comets
Word DOES NOT exists in WordNet
*****************
index:  29 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  30 keywords:  photochemistry
Word exists in WordNet
*****************
j:  30
initial key:  T30
j:  31
key:  T31
j:  32
key:  T32
j:  33
key:  T33
index:  31 keywords:  infrared spectroscopy
Word DOES NOT exists in WordNet
*****************
index:  32 keywords:  ultracarbonaceous antarctic micrometeorites
Word DOES NOT exists in WordNet
*****************
index:  33 keywords:  ion irradiation
Word DOES NOT exists in WordNet
*****************
index:  34 keywords:  oort cloud
Word exists in WordNet
*****************
j:  33
initial key:  T33
j:  34
key:  T34
j:  35
key:  T35
j:  36
key:  T36
index:  35 keywords:  absorption
Word exists in WordNet
*****************
j:  36
initial key:  T36
j:  37
key:  T37
j:  38
key:  T38
j:  39
key:  T39
index:  36 keywords:  nitrogen
Word exists in WordNet
*****************
j:  39
initial key:  T39
j:  40
key:  T40
j:  41
key:  T41
j:  42
key:  T42
index:  37 keywords:  particles
Word DOES NOT exists in WordNet
*****************
index:  38 keywords:  chemistry
Word exists in WordNet
*****************
j:  42
initial key:  T42
j:  43
key:  T43
j:  44
key:  T44
j:  45
key:  T45
index:  39 keywords:  carbon
Word exists in WordNet
*****************
j:  45
initial key:  T45
j:  46
key:  T46
j:  47
key:  T47
j:  48
key:  T48
index:  40 keywords:  identification
Word exists in WordNet
*****************
j:  48
initial key:  T48
j:  49
key:  T49
j:  50
key:  T50
j:  51
key:  T51
index:  41 keywords:  spectroscopy
Word exists in WordNet
*****************
j:  51
initial key:  T51
j:  52
key:  T52
j:  53
key:  T53
j:  54
key:  T54
index:  42 keywords:  diffusion
Word exists in WordNet
*****************
j:  54
initial key:  T54
j:  55
key:  T55
j:  56
key:  T56
j:  57
key:  T57
index:  43 keywords:  dusty plasma
Word DOES NOT exists in WordNet
*****************
index:  44 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  45 keywords:  plasmakristall 4 (pk 4)
Word DOES NOT exists in WordNet
*****************
index:  46 keywords:  anomalous diffusion
Word DOES NOT exists in WordNet
*****************
index:  47 keywords:  dust particles
Word DOES NOT exists in WordNet
*****************
index:  48 keywords:  dynamics
Word exists in WordNet
*****************
j:  57
initial key:  T57
j:  58
key:  T58
j:  59
key:  T59
j:  60
key:  T60
index:  49 keywords:  forces
Word DOES NOT exists in WordNet
*****************
index:  50 keywords:  plasma
Word exists in WordNet
*****************
j:  60
initial key:  T60
j:  61
key:  T61
j:  62
key:  T62
j:  63
key:  T63
index:  51 keywords:  aerospace medicine
Word exists in WordNet
*****************
j:  63
initial key:  T63
j:  64
key:  T64
j:  65
key:  T65
j:  66
key:  T66
index:  52 keywords:  atrophy
Word exists in WordNet
*****************
j:  66
initial key:  T66
j:  67
key:  T67
j:  68
key:  T68
j:  69
key:  T69
index:  53 keywords:  back pain
Word DOES NOT exists in WordNet
*****************
index:  54 keywords:  computed tomography imaging
Word DOES NOT exists in WordNet
*****************
index:  55 keywords:  in flight exercise
Word DOES NOT exists in WordNet
*****************
index:  56 keywords:  intramuscular fatty infiltration
Word DOES NOT exists in WordNet
*****************
index:  57 keywords:  muscle attenuation
Word DOES NOT exists in WordNet
*****************
index:  58 keywords:  muscles
Word DOES NOT exists in WordNet
*****************
index:  59 keywords:  paraspinal muscles
Word DOES NOT exists in WordNet
*****************
index:  60 keywords:  weightlessness
Word exists in WordNet
*****************
j:  69
initial key:  T69
j:  70
key:  T70
j:  71
key:  T71
j:  72
key:  T72
index:  61 keywords:  low back pain
Word DOES NOT exists in WordNet
*****************
index:  62 keywords:  fat infiltration
Word DOES NOT exists in WordNet
*****************
index:  63 keywords:  mechanical properties
Word DOES NOT exists in WordNet
*****************
index:  64 keywords:  bed rest
Word exists in WordNet
*****************
j:  72
initial key:  T72
j:  73
key:  T73
j:  74
key:  T74
j:  75
key:  T75
index:  65 keywords:  space
Word exists in WordNet
*****************
j:  75
initial key:  T75
j:  76
key:  T76
j:  77
key:  T77
j:  78
key:  T78
index:  66 keywords:  spine
Word exists in WordNet
*****************
j:  78
initial key:  T78
j:  79
key:  T79
j:  80
key:  T80
j:  81
key:  T81
index:  67 keywords:  attenuation
Word exists in WordNet
*****************
j:  81
initial key:  T81
j:  82
key:  T82
j:  83
key:  T83
j:  84
key:  T84
index:  68 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  69 keywords:  hip
Word exists in WordNet
*****************
j:  84
initial key:  T84
j:  85
key:  T85
j:  86
key:  T86
j:  87
key:  T87
index:  70 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  71 keywords:  alloys
Word DOES NOT exists in WordNet
*****************
index:  72 keywords:  directional solidification
Word DOES NOT exists in WordNet
*****************
index:  73 keywords:  microgravity conditions
Word DOES NOT exists in WordNet
*****************
index:  74 keywords:  convection
Word exists in WordNet
*****************
j:  87
initial key:  T87
j:  88
key:  T88
j:  89
key:  T89
j:  90
key:  T90
index:  75 keywords:  columnar to equiaxed transition
Word DOES NOT exists in WordNet
*****************
index:  76 keywords:  solute diffusion model
Word DOES NOT exists in WordNet
*****************
index:  77 keywords:  natural convection
Word DOES NOT exists in WordNet
*****************
index:  78 keywords:  grain refinement
Word DOES NOT exists in WordNet
*****************
index:  79 keywords:  unconstrained growth
Word DOES NOT exists in WordNet
*****************
index:  80 keywords:  melt convection
Word DOES NOT exists in WordNet
*****************
index:  81 keywords:  metallic alloys
Word DOES NOT exists in WordNet
*****************
index:  82 keywords:  fluid flow
Word DOES NOT exists in WordNet
*****************
index:  83 keywords:  macrosegregation
Word DOES NOT exists in WordNet
*****************
index:  84 keywords:  microstructure
Word DOES NOT exists in WordNet
*****************
index:  85 keywords:  aluminum
Word exists in WordNet
*****************
j:  90
initial key:  T90
j:  91
key:  T91
j:  92
key:  T92
j:  93
key:  T93
index:  86 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  87 keywords:  immunity
Word exists in WordNet
*****************
j:  93
initial key:  T93
j:  94
key:  T94
j:  95
key:  T95
j:  96
key:  T96
index:  88 keywords:  isolation and confinement
Word DOES NOT exists in WordNet
*****************
index:  89 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  90 keywords:  space exploration
Word DOES NOT exists in WordNet
*****************
index:  91 keywords:  immune system dysregulation
Word DOES NOT exists in WordNet
*****************
index:  92 keywords:  latent cytomegalovirus infection
Word DOES NOT exists in WordNet
*****************
index:  93 keywords:  highly differentiated phenotype
Word DOES NOT exists in WordNet
*****************
index:  94 keywords:  epstein barr virus
Word DOES NOT exists in WordNet
*****************
index:  95 keywords:  augments cytotoxicity
Word DOES NOT exists in WordNet
*****************
index:  96 keywords:  natural cytotoxicity
Word DOES NOT exists in WordNet
*****************
index:  97 keywords:  reactivation
Word DOES NOT exists in WordNet
*****************
index:  98 keywords:  expression
Word exists in WordNet
*****************
j:  96
initial key:  T96
j:  97
key:  T97
j:  98
key:  T98
j:  99
key:  T99
index:  99 keywords:  risk
Word exists in WordNet
*****************
j:  99
initial key:  T99
j:  100
key:  T100
j:  101
key:  T101
j:  102
key:  T102
index:  100 keywords:  exploration
Word exists in WordNet
*****************
j:  102
initial key:  T102
j:  103
key:  T103
j:  104
key:  T104
j:  105
key:  T105
index:  101 keywords:  lengths and angles of fibers
Word DOES NOT exists in WordNet
*****************
index:  102 keywords:  spaceflight
Word exists in WordNet
*****************
j:  105
initial key:  T105
j:  106
key:  T106
j:  107
key:  T107
j:  108
key:  T108
index:  103 keywords:  ultrasonography
Word exists in WordNet
*****************
j:  108
initial key:  T108
j:  109
key:  T109
j:  110
key:  T110
j:  111
key:  T111
index:  104 keywords:  voluntary and evoked contractions
Word DOES NOT exists in WordNet
*****************
index:  105 keywords:  human skeletal muscle
Word DOES NOT exists in WordNet
*****************
index:  106 keywords:  cross sectional area
Word DOES NOT exists in WordNet
*****************
index:  107 keywords:  bed rest
Word exists in WordNet
*****************
j:  111
initial key:  T111
j:  112
key:  T112
j:  113
key:  T113
j:  114
key:  T114
index:  108 keywords:  sarcoplasmic reticulum
Word DOES NOT exists in WordNet
*****************
index:  109 keywords:  simulated microgravity
Word DOES NOT exists in WordNet
*****************
index:  110 keywords:  contractile properties
Word DOES NOT exists in WordNet
*****************
index:  111 keywords:  mechanical properties
Word DOES NOT exists in WordNet
*****************
index:  112 keywords:  medial gastrocnemius
Word DOES NOT exists in WordNet
*****************
index:  113 keywords:  electromechanical delay
Word DOES NOT exists in WordNet
*****************
index:  114 keywords:  clinical significance
Word DOES NOT exists in WordNet
*****************
index:  115 keywords:  free water elimination
Word DOES NOT exists in WordNet
*****************
index:  116 keywords:  wallerian degeneration
Word DOES NOT exists in WordNet
*****************
index:  117 keywords:  supramarginal gyrus
Word DOES NOT exists in WordNet
*****************
index:  118 keywords:  diffusion
Word exists in WordNet
*****************
j:  114
initial key:  T114
j:  115
key:  T115
j:  116
key:  T116
j:  117
key:  T117
index:  119 keywords:  performance
Word exists in WordNet
*****************
j:  117
initial key:  T117
j:  118
key:  T118
j:  119
key:  T119
j:  120
key:  T120
index:  120 keywords:  dependence
Word exists in WordNet
*****************
j:  120
initial key:  T120
j:  121
key:  T121
j:  122
key:  T122
j:  123
key:  T123
index:  121 keywords:  pathways
Word DOES NOT exists in WordNet
*****************
index:  122 keywords:  healthy
Word exists in WordNet
*****************
j:  123
initial key:  T123
j:  124
key:  T124
j:  125
key:  T125
index:  123 keywords:  dti
Word DOES NOT exists in WordNet
*****************
index:  124 keywords:  microrna 206
Word DOES NOT exists in WordNet
*****************
index:  125 keywords:  inflamma mirs
Word DOES NOT exists in WordNet
*****************
index:  126 keywords:  proteasome
Word DOES NOT exists in WordNet
*****************
index:  127 keywords:  serpina1
Word DOES NOT exists in WordNet
*****************
index:  128 keywords:  circulating micrornas
Word DOES NOT exists in WordNet
*****************
index:  129 keywords:  skeletal muscle
Word exists in WordNet
*****************
j:  125
initial key:  T125
j:  126
key:  T126
j:  127
key:  T127
j:  128
key:  T128
index:  130 keywords:  inflammation
Word exists in WordNet
*****************
j:  128
initial key:  T128
j:  129
key:  T129
j:  130
key:  T130
j:  131
key:  T131
index:  131 keywords:  senescence
Word exists in WordNet
*****************
j:  131
initial key:  T131
j:  132
key:  T132
j:  133
key:  T133
j:  134
key:  T134
index:  132 keywords:  expression
Word exists in WordNet
*****************
j:  134
initial key:  T134
j:  135
key:  T135
j:  136
key:  T136
j:  137
key:  T137
index:  133 keywords:  longevity
Word exists in WordNet
*****************
j:  137
initial key:  T137
j:  138
key:  T138
j:  139
key:  T139
j:  140
key:  T140
index:  134 keywords:  relevance
Word exists in WordNet
*****************
j:  140
initial key:  T140
j:  141
key:  T141
j:  142
key:  T142
j:  143
key:  T143
index:  135 keywords:  exercise
Word exists in WordNet
*****************
j:  143
initial key:  T143
j:  144
key:  T144
j:  145
key:  T145
j:  146
key:  T146
index:  136 keywords:  tissues
Word DOES NOT exists in WordNet
*****************
index:  137 keywords:  mir 21
Word DOES NOT exists in WordNet
*****************
index:  138 keywords:  thermocapillary convection
Word DOES NOT exists in WordNet
*****************
index:  139 keywords:  liquid bridge
Word DOES NOT exists in WordNet
*****************
index:  140 keywords:  radiative heat transfer
Word DOES NOT exists in WordNet
*****************
index:  141 keywords:  convective heat transfer
Word DOES NOT exists in WordNet
*****************
index:  142 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  143 keywords:  marangoni convection
Word DOES NOT exists in WordNet
*****************
index:  144 keywords:  floating zone
Word DOES NOT exists in WordNet
*****************
index:  145 keywords:  gas flow
Word DOES NOT exists in WordNet
*****************
index:  146 keywords:  instability
Word exists in WordNet
*****************
j:  146
initial key:  T146
j:  147
key:  T147
j:  148
key:  T148
j:  149
key:  T149
index:  147 keywords:  stability
Word exists in WordNet
*****************
j:  149
initial key:  T149
j:  150
key:  T150
j:  151
key:  T151
j:  152
key:  T152
index:  148 keywords:  temperature
Word exists in WordNet
*****************
j:  152
initial key:  T152
j:  153
key:  T153
j:  154
key:  T154
j:  155
key:  T155
index:  149 keywords:  antimicrobial surface
Word DOES NOT exists in WordNet
*****************
index:  150 keywords:  gram positive human pathogenic bacteria
Word DOES NOT exists in WordNet
*****************
index:  151 keywords:  antibiotic resistance
Word DOES NOT exists in WordNet
*****************
index:  152 keywords:  biofilm
Word DOES NOT exists in WordNet
*****************
index:  153 keywords:  conjugative transfer
Word DOES NOT exists in WordNet
*****************
index:  154 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  155 keywords:  hostile environment
Word DOES NOT exists in WordNet
*****************
index:  156 keywords:  complete nucleotide sequence
Word DOES NOT exists in WordNet
*****************
index:  157 keywords:  mobile genetic elements
Word DOES NOT exists in WordNet
*****************
index:  158 keywords:  staphylococcus aureus
Word DOES NOT exists in WordNet
*****************
index:  159 keywords:  microbial contamination
Word DOES NOT exists in WordNet
*****************
index:  160 keywords:  escherichia coli
Word exists in WordNet
*****************
j:  155
initial key:  T155
j:  156
key:  T156
j:  157
key:  T157
j:  158
key:  T158
index:  161 keywords:  immune system
Word exists in WordNet
*****************
j:  158
initial key:  T158
j:  159
key:  T159
j:  160
key:  T160
j:  161
key:  T161
index:  162 keywords:  high level
Word DOES NOT exists in WordNet
*****************
index:  163 keywords:  tetracycline
Word exists in WordNet
*****************
j:  161
initial key:  T161
j:  162
key:  T162
j:  163
key:  T163
j:  164
key:  T164
index:  164 keywords:  plasmid
Word exists in WordNet
*****************
j:  164
initial key:  T164
j:  165
key:  T165
j:  166
key:  T166
j:  167
key:  T167
index:  165 keywords:  flight
Word exists in WordNet
*****************
j:  167
initial key:  T167
j:  168
key:  T168
j:  169
key:  T169
j:  170
key:  T170
index:  166 keywords:  cortisol
Word exists in WordNet
*****************
j:  170
initial key:  T170
j:  171
key:  T171
j:  172
key:  T172
j:  173
key:  T173
index:  167 keywords:  chemiluminescence biosensor
Word DOES NOT exists in WordNet
*****************
index:  168 keywords:  lateral flow immunoassay
Word DOES NOT exists in WordNet
*****************
index:  169 keywords:  space medicine
Word exists in WordNet
*****************
j:  173
initial key:  T173
j:  174
key:  T174
j:  175
key:  T175
j:  176
key:  T176
index:  170 keywords:  point of care testing
Word DOES NOT exists in WordNet
*****************
index:  171 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  172 keywords:  fumonisins
Word DOES NOT exists in WordNet
*****************
index:  173 keywords:  biomarker
Word DOES NOT exists in WordNet
*****************
index:  174 keywords:  devices
Word exists in WordNet
*****************
j:  176
initial key:  T176
j:  177
key:  T177
j:  178
key:  T178
j:  179
key:  T179
index:  175 keywords:  spaceflight
Word exists in WordNet
*****************
j:  179
initial key:  T179
j:  180
key:  T180
j:  181
key:  T181
j:  182
key:  T182
index:  176 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  177 keywords:  arabidopsis
Word exists in WordNet
*****************
j:  182
initial key:  T182
j:  183
key:  T183
j:  184
key:  T184
j:  185
key:  T185
index:  178 keywords:  transcriptome
Word DOES NOT exists in WordNet
*****************
index:  179 keywords:  dna methylation
Word DOES NOT exists in WordNet
*****************
index:  180 keywords:  epigenome
Word DOES NOT exists in WordNet
*****************
index:  181 keywords:  epigenetic
Word DOES NOT exists in WordNet
*****************
index:  182 keywords:  veggie
Word exists in WordNet
*****************
j:  185
initial key:  T185
j:  186
key:  T186
j:  187
key:  T187
j:  188
key:  T188
index:  183 keywords:  iss
Word DOES NOT exists in WordNet
*****************
index:  184 keywords:  genome wide analysis
Word DOES NOT exists in WordNet
*****************
index:  185 keywords:  ksc fixation tubes
Word DOES NOT exists in WordNet
*****************
index:  186 keywords:  epigenetic regulation
Word DOES NOT exists in WordNet
*****************
index:  187 keywords:  stress response
Word DOES NOT exists in WordNet
*****************
index:  188 keywords:  abiotic stress
Word DOES NOT exists in WordNet
*****************
index:  189 keywords:  plant development
Word DOES NOT exists in WordNet
*****************
index:  190 keywords:  space flight
Word DOES NOT exists in WordNet
*****************
index:  191 keywords:  seedlings
Word DOES NOT exists in WordNet
*****************
index:  192 keywords:  patterns
Word DOES NOT exists in WordNet
*****************
index:  193 keywords:  magnetic fields
Word DOES NOT exists in WordNet
*****************
index:  194 keywords:  stars: magnetars
Word DOES NOT exists in WordNet
*****************
index:  195 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  196 keywords:  pulsars: individual: xte j1810 197
Word DOES NOT exists in WordNet
*****************
index:  197 keywords:  x rays: stars
Word DOES NOT exists in WordNet
*****************
index:  198 keywords:  x ray emission
Word DOES NOT exists in WordNet
*****************
index:  199 keywords:  transient magnetar
Word DOES NOT exists in WordNet
*****************
index:  200 keywords:  radio emission
Word exists in WordNet
*****************
j:  188
initial key:  T188
j:  189
key:  T189
j:  190
key:  T190
j:  191
key:  T191
index:  201 keywords:  1e 1547.0 5408
Word DOES NOT exists in WordNet
*****************
index:  202 keywords:  neutron stars
Word DOES NOT exists in WordNet
*****************
index:  203 keywords:  spin down
Word DOES NOT exists in WordNet
*****************
index:  204 keywords:  absorption
Word exists in WordNet
*****************
j:  191
initial key:  T191
j:  192
key:  T192
j:  193
key:  T193
j:  194
key:  T194
index:  205 keywords:  discovery
Word exists in WordNet
*****************
j:  194
initial key:  T194
j:  195
key:  T195
j:  196
key:  T196
j:  197
key:  T197
index:  206 keywords:  bursts
Word DOES NOT exists in WordNet
*****************
index:  207 keywords:  aspergillus fumigatus
Word exists in WordNet
*****************
j:  197
initial key:  T197
j:  198
key:  T198
j:  199
key:  T199
j:  200
key:  T200
index:  208 keywords:  proteome
Word exists in WordNet
*****************
j:  200
initial key:  T200
j:  201
key:  T201
j:  202
key:  T202
j:  203
key:  T203
index:  209 keywords:  the international space station
Word DOES NOT exists in WordNet
*****************
index:  210 keywords:  asp hemolysin
Word DOES NOT exists in WordNet
*****************
index:  211 keywords:  gene cluster
Word DOES NOT exists in WordNet
*****************
index:  212 keywords:  spaceflight
Word exists in WordNet
*****************
j:  203
initial key:  T203
j:  204
key:  T204
j:  205
key:  T205
j:  206
key:  T206
index:  213 keywords:  proteins
Word DOES NOT exists in WordNet
*****************
index:  214 keywords:  stress
Word exists in WordNet
*****************
j:  206
initial key:  T206
j:  207
key:  T207
j:  208
key:  T208
j:  209
key:  T209
index:  215 keywords:  board
Word exists in WordNet
*****************
j:  209
initial key:  T209
j:  210
key:  T210
j:  211
key:  T211
j:  212
key:  T212
index:  216 keywords:  identification
Word exists in WordNet
*****************
j:  212
initial key:  T212
j:  213
key:  T213
j:  214
key:  T214
j:  215
key:  T215
index:  217 keywords:  adaptation
Word exists in WordNet
*****************
j:  215
initial key:  T215
j:  216
key:  T216
j:  217
key:  T217
j:  218
key:  T218
index:  218 keywords:  database
Word exists in WordNet
*****************
j:  218
initial key:  T218
j:  219
key:  T219
j:  220
key:  T220
j:  221
key:  T221
index:  219 keywords:  fungi
Word exists in WordNet
*****************
j:  221
initial key:  T221
j:  222
key:  T222
j:  223
key:  T223
j:  224
key:  T224
index:  220 keywords:  manufacturing in space
Word DOES NOT exists in WordNet
*****************
index:  221 keywords:  3d printing
Word DOES NOT exists in WordNet
*****************
index:  222 keywords:  additive manufacturing
Word DOES NOT exists in WordNet
*****************
index:  223 keywords:  rapid prototyping
Word DOES NOT exists in WordNet
*****************
index:  224 keywords:  abs
Word exists in WordNet
*****************
j:  224
initial key:  T224
j:  225
key:  T225
j:  226
key:  T226
j:  227
key:  T227
index:  225 keywords:  behavior
Word exists in WordNet
*****************
j:  227
initial key:  T227
j:  228
key:  T228
j:  229
key:  T229
j:  230
key:  T230
index:  226 keywords:  active galactic nuclei
Word DOES NOT exists in WordNet
*****************
index:  227 keywords:  tidal disruption event
Word DOES NOT exists in WordNet
*****************
index:  228 keywords:  narrow line region
Word DOES NOT exists in WordNet
*****************
index:  229 keywords:  bowen fluorescence
Word DOES NOT exists in WordNet
*****************
index:  230 keywords:  star formation
Word DOES NOT exists in WordNet
*****************
index:  231 keywords:  luminosity
Word exists in WordNet
*****************
j:  230
initial key:  T230
j:  231
key:  T231
j:  232
key:  T232
j:  233
key:  T233
index:  232 keywords:  galaxies
Word DOES NOT exists in WordNet
*****************
index:  233 keywords:  mass
Word exists in WordNet
*****************
j:  233
initial key:  T233
j:  234
key:  T234
j:  235
key:  T235
j:  236
key:  T236
index:  234 keywords:  emission
Word exists in WordNet
*****************
j:  236
initial key:  T236
j:  237
key:  T237
j:  238
key:  T238
j:  239
key:  T239
index:  235 keywords:  quasars
Word DOES NOT exists in WordNet
*****************
index:  236 keywords:  free moving part
Word DOES NOT exists in WordNet
*****************
index:  237 keywords:  phaseolus vulgaris
Word exists in WordNet
*****************
j:  239
initial key:  T239
j:  240
key:  T240
j:  241
key:  T241
j:  242
key:  T242
index:  238 keywords:  arabidopsis
Word exists in WordNet
*****************
j:  242
initial key:  T242
j:  243
key:  T243
j:  244
key:  T244
j:  245
key:  T245
index:  239 keywords:  elongation
Word exists in WordNet
*****************
j:  245
initial key:  T245
j:  246
key:  T246
j:  247
key:  T247
j:  248
key:  T248
index:  240 keywords:  lazy1
Word DOES NOT exists in WordNet
*****************
index:  241 keywords:  hypocotyls
Word DOES NOT exists in WordNet
*****************
index:  242 keywords:  shoots
Word DOES NOT exists in WordNet
*****************
index:  243 keywords:  force
Word exists in WordNet
*****************
j:  248
initial key:  T248
j:  249
key:  T249
j:  250
key:  T250
j:  251
key:  T251
index:  244 keywords:  plays
Word DOES NOT exists in WordNet
*****************
index:  245 keywords:  galvanic vestibular stimulation
Word DOES NOT exists in WordNet
*****************
index:  246 keywords:  space
Word exists in WordNet
*****************
j:  251
initial key:  T251
j:  252
key:  T252
j:  253
key:  T253
j:  254
key:  T254
index:  247 keywords:  performance
Word exists in WordNet
*****************
j:  254
initial key:  T254
j:  255
key:  T255
j:  256
key:  T256
j:  257
key:  T257
index:  248 keywords:  coordination
Word exists in WordNet
*****************
j:  257
initial key:  T257
j:  258
key:  T258
j:  259
key:  T259
j:  260
key:  T260
index:  249 keywords:  adaptation
Word exists in WordNet
*****************
j:  260
initial key:  T260
j:  261
key:  T261
j:  262
key:  T262
j:  263
key:  T263
index:  250 keywords:  perception
Word exists in WordNet
*****************
j:  263
initial key:  T263
j:  264
key:  T264
j:  265
key:  T265
j:  266
key:  T266
index:  251 keywords:  analog
Word exists in WordNet
*****************
j:  266
initial key:  T266
j:  267
key:  T267
j:  268
key:  T268
j:  269
key:  T269
index:  252 keywords:  tilt
Word exists in WordNet
*****************
j:  269
initial key:  T269
j:  270
key:  T270
j:  271
key:  T271
j:  272
key:  T272
index:  253 keywords:  gravitation
Word exists in WordNet
*****************
j:  272
initial key:  T272
j:  273
key:  T273
j:  274
key:  T274
j:  275
key:  T275
index:  254 keywords:  plasmas
Word DOES NOT exists in WordNet
*****************
index:  255 keywords:  pulsars: general
Word DOES NOT exists in WordNet
*****************
index:  256 keywords:  relativistic processes
Word DOES NOT exists in WordNet
*****************
index:  257 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  258 keywords:  x rays: stars
Word DOES NOT exists in WordNet
*****************
index:  259 keywords:  pulsar light curves
Word DOES NOT exists in WordNet
*****************
index:  260 keywords:  x ray emission
Word DOES NOT exists in WordNet
*****************
index:  261 keywords:  model atmospheres
Word DOES NOT exists in WordNet
*****************
index:  262 keywords:  millisecond pulsars
Word DOES NOT exists in WordNet
*****************
index:  263 keywords:  pair creation
Word exists in WordNet
*****************
j:  275
initial key:  T275
j:  276
key:  T276
j:  277
key:  T277
j:  278
key:  T278
index:  264 keywords:  hot spots
Word DOES NOT exists in WordNet
*****************
index:  265 keywords:  spectra
Word DOES NOT exists in WordNet
*****************
index:  266 keywords:  polarization
Word exists in WordNet
*****************
j:  278
initial key:  T278
j:  279
key:  T279
j:  280
key:  T280
j:  281
key:  T281
index:  267 keywords:  simulations
Word DOES NOT exists in WordNet
*****************
index:  268 keywords:  space radiation
Word DOES NOT exists in WordNet
*****************
index:  269 keywords:  genelab
Word DOES NOT exists in WordNet
*****************
index:  270 keywords:  cardiovascular
Word exists in WordNet
*****************
j:  281
initial key:  T281
j:  282
key:  T282
j:  283
key:  T283
index:  271 keywords:  huvecs
Word DOES NOT exists in WordNet
*****************
index:  272 keywords:  fyn
Word DOES NOT exists in WordNet
*****************
index:  273 keywords:  ros
Word DOES NOT exists in WordNet
*****************
index:  274 keywords:  reactive oxygen species
Word DOES NOT exists in WordNet
*****************
index:  275 keywords:  cardiomyocytes
Word DOES NOT exists in WordNet
*****************
index:  276 keywords:  protons
Word DOES NOT exists in WordNet
*****************
index:  277 keywords:  iron
Word exists in WordNet
*****************
j:  283
initial key:  T283
j:  284
key:  T284
j:  285
key:  T285
j:  286
key:  T286
index:  278 keywords:  hze irradiation
Word DOES NOT exists in WordNet
*****************
index:  279 keywords:  src family kinases
Word DOES NOT exists in WordNet
*****************
index:  280 keywords:  ionizing radiation
Word exists in WordNet
*****************
j:  286
initial key:  T286
j:  287
key:  T287
j:  288
key:  T288
j:  289
key:  T289
index:  281 keywords:  oxidative stress
Word DOES NOT exists in WordNet
*****************
index:  282 keywords:  t cell
Word exists in WordNet
*****************
j:  289
initial key:  T289
j:  290
key:  T290
j:  291
key:  T291
j:  292
key:  T292
index:  283 keywords:  dna methylation
Word DOES NOT exists in WordNet
*****************
index:  284 keywords:  bomb survivors
Word DOES NOT exists in WordNet
*****************
index:  285 keywords:  disease
Word exists in WordNet
*****************
j:  292
initial key:  T292
j:  293
key:  T293
j:  294
key:  T294
j:  295
key:  T295
index:  286 keywords:  age
Word exists in WordNet
*****************
j:  295
initial key:  T295
j:  296
key:  T296
j:  297
key:  T297
j:  298
key:  T298
index:  287 keywords:  progression
Word exists in WordNet
*****************
j:  298
initial key:  T298
j:  299
key:  T299
j:  300
key:  T300
j:  301
key:  T301
index:  288 keywords:  expression
Word exists in WordNet
*****************
j:  301
initial key:  T301
j:  302
key:  T302
j:  303
key:  T303
j:  304
key:  T304
index:  289 keywords:  soret
Word DOES NOT exists in WordNet
*****************
index:  290 keywords:  convection
Word exists in WordNet
*****************
j:  304
initial key:  T304
j:  305
key:  T305
j:  306
key:  T306
j:  307
key:  T307
index:  291 keywords:  dcmix
Word DOES NOT exists in WordNet
*****************
index:  292 keywords:  temperature perturbation
Word DOES NOT exists in WordNet
*****************
index:  293 keywords:  ternary mixtures measurement
Word DOES NOT exists in WordNet
*****************
index:  294 keywords:  binary mixture
Word DOES NOT exists in WordNet
*****************
index:  295 keywords:  diffusion coefficients
Word DOES NOT exists in WordNet
*****************
index:  296 keywords:  nonlinear regimes
Word DOES NOT exists in WordNet
*****************
index:  297 keywords:  horizontal layer
Word DOES NOT exists in WordNet
*****************
index:  298 keywords:  thermodiffusion
Word DOES NOT exists in WordNet
*****************
index:  299 keywords:  benchmark
Word exists in WordNet
*****************
j:  307
initial key:  T307
j:  308
key:  T308
j:  309
key:  T309
j:  310
key:  T310
index:  300 keywords:  onset
Word exists in WordNet
*****************
j:  310
initial key:  T310
j:  311
key:  T311
j:  312
key:  T312
j:  313
key:  T313
index:  301 keywords:  isobutylbenzene
Word DOES NOT exists in WordNet
*****************
index:  302 keywords:  soret effect
Word DOES NOT exists in WordNet
*****************
index:  303 keywords:  microgravity experiment
Word DOES NOT exists in WordNet
*****************
index:  304 keywords:  salol
Word exists in WordNet
*****************
j:  313
initial key:  T313
j:  314
key:  T314
j:  315
key:  T315
j:  316
key:  T316
index:  305 keywords:  tert butyl alcohol
Word DOES NOT exists in WordNet
*****************
index:  306 keywords:  two wavelength mach zehnder interferometer
Word DOES NOT exists in WordNet
*****************
index:  307 keywords:  cellular array growth
Word DOES NOT exists in WordNet
*****************
index:  308 keywords:  diffusion coefficients
Word DOES NOT exists in WordNet
*****************
index:  309 keywords:  benchmark values
Word DOES NOT exists in WordNet
*****************
index:  310 keywords:  ternary mixtures
Word DOES NOT exists in WordNet
*****************
index:  311 keywords:  thermodiffusion
Word DOES NOT exists in WordNet
*****************
index:  312 keywords:  b cell homeostasis
Word DOES NOT exists in WordNet
*****************
index:  313 keywords:  free light chains
Word DOES NOT exists in WordNet
*****************
index:  314 keywords:  immunoglobulins
Word DOES NOT exists in WordNet
*****************
index:  315 keywords:  long duration spaceflight
Word DOES NOT exists in WordNet
*****************
index:  316 keywords:  immune system dysregulation
Word DOES NOT exists in WordNet
*****************
index:  317 keywords:  gene expression
Word exists in WordNet
*****************
j:  316
initial key:  T316
j:  317
key:  T317
j:  318
key:  T318
j:  319
key:  T319
index:  318 keywords:  latent viruses
Word DOES NOT exists in WordNet
*****************
index:  319 keywords:  space flight
Word DOES NOT exists in WordNet
*****************
index:  320 keywords:  b 1 cells
Word DOES NOT exists in WordNet
*****************
index:  321 keywords:  serum
Word exists in WordNet
*****************
j:  319
initial key:  T319
j:  320
key:  T320
j:  321
key:  T321
j:  322
key:  T322
index:  322 keywords:  reactivation
Word DOES NOT exists in WordNet
*****************
index:  323 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  324 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  325 keywords:  aspergillus nidulans
Word DOES NOT exists in WordNet
*****************
index:  326 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  327 keywords:  genomics
Word exists in WordNet
*****************
j:  322
initial key:  T322
j:  323
key:  T323
j:  324
key:  T324
j:  325
key:  T325
index:  328 keywords:  proteomics
Word exists in WordNet
*****************
j:  325
initial key:  T325
j:  326
key:  T326
j:  327
key:  T327
j:  328
key:  T328
index:  329 keywords:  metabolomics
Word DOES NOT exists in WordNet
*****************
index:  330 keywords:  filamentous fungi
Word DOES NOT exists in WordNet
*****************
index:  331 keywords:  gene clusters
Word DOES NOT exists in WordNet
*****************
index:  332 keywords:  cell wall
Word exists in WordNet
*****************
j:  328
initial key:  T328
j:  329
key:  T329
j:  330
key:  T330
j:  331
key:  T331
index:  333 keywords:  microbial contamination
Word DOES NOT exists in WordNet
*****************
index:  334 keywords:  ionizing radiation
Word exists in WordNet
*****************
j:  331
initial key:  T331
j:  332
key:  T332
j:  333
key:  T333
j:  334
key:  T334
index:  335 keywords:  messenger rnas
Word DOES NOT exists in WordNet
*****************
index:  336 keywords:  secondary
Word exists in WordNet
*****************
j:  334
initial key:  T334
j:  335
key:  T335
j:  336
key:  T336
j:  337
key:  T337
index:  337 keywords:  degradation
Word exists in WordNet
*****************
j:  337
initial key:  T337
j:  338
key:  T338
j:  339
key:  T339
j:  340
key:  T340
index:  338 keywords:  expression
Word exists in WordNet
*****************
j:  340
initial key:  T340
j:  341
key:  T341
j:  342
key:  T342
j:  343
key:  T343
index:  339 keywords:  regulator
Word exists in WordNet
*****************
j:  343
initial key:  T343
j:  344
key:  T344
j:  345
key:  T345
j:  346
key:  T346
index:  340 keywords:  alpha magnetic spectrometer
Word DOES NOT exists in WordNet
*****************
index:  341 keywords:  geomagnetic reference field
Word DOES NOT exists in WordNet
*****************
index:  342 keywords:  dark matter
Word exists in WordNet
*****************
j:  346
initial key:  T346
j:  347
key:  T347
j:  348
key:  T348
j:  349
key:  T349
index:  343 keywords:  energy spectra
Word DOES NOT exists in WordNet
*****************
index:  344 keywords:  ams 02 trd
Word DOES NOT exists in WordNet
*****************
index:  345 keywords:  electrons
Word DOES NOT exists in WordNet
*****************
index:  346 keywords:  space
Word exists in WordNet
*****************
j:  349
initial key:  T349
j:  350
key:  T350
j:  351
key:  T351
j:  352
key:  T352
index:  347 keywords:  propagation
Word exists in WordNet
*****************
j:  352
initial key:  T352
j:  353
key:  T353
j:  354
key:  T354
j:  355
key:  T355
index:  348 keywords:  performance
Word exists in WordNet
*****************
j:  355
initial key:  T355
j:  356
key:  T356
j:  357
key:  T357
j:  358
key:  T358
index:  349 keywords:  detector
Word exists in WordNet
*****************
j:  358
initial key:  T358
j:  359
key:  T359
j:  360
key:  T360
j:  361
key:  T361
index:  350 keywords:  x ray reverberation
Word DOES NOT exists in WordNet
*****************
index:  351 keywords:  time lags
Word DOES NOT exists in WordNet
*****************
index:  352 keywords:  iron k
Word DOES NOT exists in WordNet
*****************
index:  353 keywords:  variability
Word exists in WordNet
*****************
j:  361
initial key:  T361
j:  362
key:  T362
j:  363
key:  T363
j:  364
key:  T364
index:  354 keywords:  accretion
Word exists in WordNet
*****************
j:  364
initial key:  T364
j:  365
key:  T365
j:  366
key:  T366
j:  367
key:  T367
index:  355 keywords:  model
Word exists in WordNet
*****************
j:  367
initial key:  T367
j:  368
key:  T368
j:  369
key:  T369
j:  370
key:  T370
index:  356 keywords:  reflection
Word exists in WordNet
*****************
j:  370
initial key:  T370
j:  371
key:  T371
j:  372
key:  T372
j:  373
key:  T373
index:  357 keywords:  outbursts
Word DOES NOT exists in WordNet
*****************
index:  358 keywords:  evolution
Word exists in WordNet
*****************
j:  373
initial key:  T373
j:  374
key:  T374
j:  375
key:  T375
j:  376
key:  T376
index:  359 keywords:  emission
Word exists in WordNet
*****************
j:  376
initial key:  T376
j:  377
key:  T377
j:  378
key:  T378
j:  379
key:  T379
index:  360 keywords:  modeled microgravity
Word DOES NOT exists in WordNet
*****************
index:  361 keywords:  gene expression
Word exists in WordNet
*****************
j:  379
initial key:  T379
j:  380
key:  T380
j:  381
key:  T381
j:  382
key:  T382
index:  362 keywords:  spaceflight
Word exists in WordNet
*****************
j:  382
initial key:  T382
j:  383
key:  T383
j:  384
key:  T384
j:  385
key:  T385
index:  363 keywords:  biofilm
Word DOES NOT exists in WordNet
*****************
index:  364 keywords:  growth
Word exists in WordNet
*****************
j:  385
initial key:  T385
j:  386
key:  T386
j:  387
key:  T387
j:  388
key:  T388
index:  365 keywords:  metabolism
Word exists in WordNet
*****************
j:  388
initial key:  T388
j:  389
key:  T389
j:  390
key:  T390
j:  391
key:  T391
index:  366 keywords:  virulence
Word exists in WordNet
*****************
j:  391
initial key:  T391
j:  392
key:  T392
j:  393
key:  T393
j:  394
key:  T394
index:  367 keywords:  organism
Word exists in WordNet
*****************
j:  394
initial key:  T394
j:  395
key:  T395
j:  396
key:  T396
j:  397
key:  T397
index:  368 keywords:  phase
Word exists in WordNet
*****************
j:  397
initial key:  T397
j:  398
key:  T398
j:  399
key:  T399
j:  400
key:  T400
index:  369 keywords:  sporulation
Word exists in WordNet
*****************
j:  400
initial key:  T400
j:  401
key:  T401
j:  402
key:  T402
j:  403
key:  T403
index:  370 keywords:  spaceflight
Word exists in WordNet
*****************
j:  403
initial key:  T403
j:  404
key:  T404
j:  405
key:  T405
j:  406
key:  T406
index:  371 keywords:  arabidopsis
Word exists in WordNet
*****************
j:  406
initial key:  T406
j:  407
key:  T407
j:  408
key:  T408
j:  409
key:  T409
index:  372 keywords:  plant cell culture
Word DOES NOT exists in WordNet
*****************
index:  373 keywords:  undifferentiated cells
Word DOES NOT exists in WordNet
*****************
index:  374 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  375 keywords:  heat shock
Word DOES NOT exists in WordNet
*****************
index:  376 keywords:  reticulum associated degradation
Word DOES NOT exists in WordNet
*****************
index:  377 keywords:  shock transcription factors
Word DOES NOT exists in WordNet
*****************
index:  378 keywords:  unfolded protein response
Word DOES NOT exists in WordNet
*****************
index:  379 keywords:  abiotic stress responses
Word DOES NOT exists in WordNet
*****************
index:  380 keywords:  short term exposure
Word DOES NOT exists in WordNet
*****************
index:  381 keywords:  endoplasmic reticulum
Word DOES NOT exists in WordNet
*****************
index:  382 keywords:  gene expression
Word exists in WordNet
*****************
j:  409
initial key:  T409
j:  410
key:  T410
j:  411
key:  T411
j:  412
key:  T412
index:  383 keywords:  signaling pathways
Word DOES NOT exists in WordNet
*****************
index:  384 keywords:  quality control
Word exists in WordNet
*****************
j:  412
initial key:  T412
j:  413
key:  T413
j:  414
key:  T414
j:  415
key:  T415
index:  385 keywords:  proteome
Word exists in WordNet
*****************
j:  415
initial key:  T415
j:  416
key:  T416
j:  417
key:  T417
j:  418
key:  T418
index:  386 keywords:  mass spectrometry
Word DOES NOT exists in WordNet
*****************
index:  387 keywords:  plants
Word DOES NOT exists in WordNet
*****************
index:  388 keywords:  human cells
Word DOES NOT exists in WordNet
*****************
index:  389 keywords:  tissue engineering
Word DOES NOT exists in WordNet
*****************
index:  390 keywords:  cancer
Word exists in WordNet
*****************
j:  418
initial key:  T418
j:  419
key:  T419
j:  420
key:  T420
j:  421
key:  T421
index:  391 keywords:  thyroid cancer cells
Word DOES NOT exists in WordNet
*****************
index:  392 keywords:  differential gene expression
Word DOES NOT exists in WordNet
*****************
index:  393 keywords:  arabidopsis thaliana callus
Word DOES NOT exists in WordNet
*****************
index:  394 keywords:  altered gravity conditions
Word DOES NOT exists in WordNet
*****************
index:  395 keywords:  sativa l. seedlings
Word DOES NOT exists in WordNet
*****************
index:  396 keywords:  spheroid formation
Word DOES NOT exists in WordNet
*****************
index:  397 keywords:  endothelial cells
Word DOES NOT exists in WordNet
*****************
index:  398 keywords:  simulated microgravity
Word DOES NOT exists in WordNet
*****************
index:  399 keywords:  3 dimensional growth
Word DOES NOT exists in WordNet
*****************
index:  400 keywords:  human chondrocytes
Word DOES NOT exists in WordNet
*****************
index:  401 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  402 keywords:  bacterial adaptation
Word DOES NOT exists in WordNet
*****************
index:  403 keywords:  built environment microbiome
Word DOES NOT exists in WordNet
*****************
index:  404 keywords:  pangenome
Word DOES NOT exists in WordNet
*****************
index:  405 keywords:  bacillus cereus
Word DOES NOT exists in WordNet
*****************
index:  406 keywords:  biofilm formation
Word DOES NOT exists in WordNet
*****************
index:  407 keywords:  staphylococcus aureus
Word DOES NOT exists in WordNet
*****************
index:  408 keywords:  antibiotic resistance
Word DOES NOT exists in WordNet
*****************
index:  409 keywords:  pan genome
Word DOES NOT exists in WordNet
*****************
index:  410 keywords:  evolution
Word exists in WordNet
*****************
j:  421
initial key:  T421
j:  422
key:  T422
j:  423
key:  T423
j:  424
key:  T424
index:  411 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  412 keywords:  expression
Word exists in WordNet
*****************
j:  424
initial key:  T424
j:  425
key:  T425
j:  426
key:  T426
j:  427
key:  T427
index:  413 keywords:  habitats
Word DOES NOT exists in WordNet
*****************
index:  414 keywords:  bacteria
Word exists in WordNet
*****************
j:  427
initial key:  T427
j:  428
key:  T428
j:  429
key:  T429
j:  430
key:  T430
index:  415 keywords:  brain
Word exists in WordNet
*****************
j:  430
initial key:  T430
j:  431
key:  T431
j:  432
key:  T432
j:  433
key:  T433
index:  416 keywords:  spaceflight
Word exists in WordNet
*****************
j:  433
initial key:  T433
j:  434
key:  T434
j:  435
key:  T435
j:  436
key:  T436
index:  417 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  418 keywords:  proteomics
Word exists in WordNet
*****************
j:  436
initial key:  T436
j:  437
key:  T437
j:  438
key:  T438
j:  439
key:  T439
index:  419 keywords:  2',3' cyclic nucleotide 3' phosphodiesterase
Word DOES NOT exists in WordNet
*****************
index:  420 keywords:  alzheimers disease
Word DOES NOT exists in WordNet
*****************
index:  421 keywords:  dynamin isoforms
Word DOES NOT exists in WordNet
*****************
index:  422 keywords:  cholesterol acyltransferase 1
Word DOES NOT exists in WordNet
*****************
index:  423 keywords:  permeability transition
Word DOES NOT exists in WordNet
*****************
index:  424 keywords:  intraocular pressure
Word exists in WordNet
*****************
j:  439
initial key:  T439
j:  440
key:  T440
j:  441
key:  T441
j:  442
key:  T442
index:  425 keywords:  plasma membrane
Word exists in WordNet
*****************
j:  442
initial key:  T442
j:  443
key:  T443
j:  444
key:  T444
j:  445
key:  T445
index:  426 keywords:  binding protein
Word DOES NOT exists in WordNet
*****************
index:  427 keywords:  gamma enolase
Word DOES NOT exists in WordNet
*****************
index:  428 keywords:  acyl coenzyme
Word DOES NOT exists in WordNet
*****************
index:  429 keywords:  flame spread limit
Word DOES NOT exists in WordNet
*****************
index:  430 keywords:  flame spread
Word DOES NOT exists in WordNet
*****************
index:  431 keywords:  interactive burning droplets
Word DOES NOT exists in WordNet
*****************
index:  432 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  433 keywords:  combustion
Word exists in WordNet
*****************
j:  445
initial key:  T445
j:  446
key:  T446
j:  447
key:  T447
j:  448
key:  T448
index:  434 keywords:  array
Word exists in WordNet
*****************
j:  448
initial key:  T448
j:  449
key:  T449
j:  450
key:  T450
j:  451
key:  T451
index:  435 keywords:  blowoff
Word DOES NOT exists in WordNet
*****************
index:  436 keywords:  stagnation region
Word DOES NOT exists in WordNet
*****************
index:  437 keywords:  pmma rods
Word DOES NOT exists in WordNet
*****************
index:  438 keywords:  oxygen concentration
Word DOES NOT exists in WordNet
*****************
index:  439 keywords:  stretch rate
Word DOES NOT exists in WordNet
*****************
index:  440 keywords:  diffusion flame
Word DOES NOT exists in WordNet
*****************
index:  441 keywords:  extinction
Word exists in WordNet
*****************
j:  451
initial key:  T451
j:  452
key:  T452
j:  453
key:  T453
j:  454
key:  T454
index:  442 keywords:  boundary
Word exists in WordNet
*****************
j:  454
initial key:  T454
j:  455
key:  T455
j:  456
key:  T456
j:  457
key:  T457
index:  443 keywords:  pmma rod
Word DOES NOT exists in WordNet
*****************
index:  444 keywords:  burning
Word exists in WordNet
*****************
j:  457
initial key:  T457
j:  458
key:  T458
j:  459
key:  T459
j:  460
key:  T460
index:  445 keywords:  regression angle
Word DOES NOT exists in WordNet
*****************
index:  446 keywords:  blue flame sheet
Word DOES NOT exists in WordNet
*****************
index:  447 keywords:  reduced pressure
Word DOES NOT exists in WordNet
*****************
index:  448 keywords:  propagation
Word exists in WordNet
*****************
j:  460
initial key:  T460
j:  461
key:  T461
j:  462
key:  T462
j:  463
key:  T463
index:  449 keywords:  boundary
Word exists in WordNet
*****************
j:  463
initial key:  T463
j:  464
key:  T464
j:  465
key:  T465
j:  466
key:  T466
index:  450 keywords:  wires
Word DOES NOT exists in WordNet
*****************
index:  451 keywords:  loc
Word DOES NOT exists in WordNet
*****************
index:  452 keywords:  flame growth in forced flow
Word DOES NOT exists in WordNet
*****************
index:  453 keywords:  microgravity combustion
Word DOES NOT exists in WordNet
*****************
index:  454 keywords:  large fire
Word DOES NOT exists in WordNet
*****************
index:  455 keywords:  limiting flame length
Word DOES NOT exists in WordNet
*****************
index:  456 keywords:  saffire
Word DOES NOT exists in WordNet
*****************
index:  457 keywords:  fuel
Word exists in WordNet
*****************
j:  466
initial key:  T466
j:  467
key:  T467
j:  468
key:  T468
j:  469
key:  T469
index:  458 keywords:  mechanisms
Word DOES NOT exists in WordNet
*****************
index:  459 keywords:  ignition
Word exists in WordNet
*****************
j:  469
initial key:  T469
j:  470
key:  T470
j:  471
key:  T471
j:  472
key:  T472
index:  460 keywords:  width
Word exists in WordNet
*****************
j:  472
initial key:  T472
j:  473
key:  T473
j:  474
key:  T474
j:  475
key:  T475
index:  461 keywords:  arabidopsis thaliana
Word exists in WordNet
*****************
j:  475
initial key:  T475
j:  476
key:  T476
j:  477
key:  T477
j:  478
key:  T478
index:  462 keywords:  bric
Word DOES NOT exists in WordNet
*****************
index:  463 keywords:  ecotype
Word DOES NOT exists in WordNet
*****************
index:  464 keywords:  heat shock protein
Word DOES NOT exists in WordNet
*****************
index:  465 keywords:  hypoxia
Word exists in WordNet
*****************
j:  478
initial key:  T478
j:  479
key:  T479
j:  480
key:  T480
j:  481
key:  T481
index:  466 keywords:  peroxidase
Word exists in WordNet
*****************
j:  481
initial key:  T481
j:  482
key:  T482
j:  483
key:  T483
j:  484
key:  T484
index:  467 keywords:  reactive oxygen species
Word DOES NOT exists in WordNet
*****************
index:  468 keywords:  spaceflight
Word exists in WordNet
*****************
j:  484
initial key:  T484
j:  485
key:  T485
j:  486
key:  T486
j:  487
key:  T487
index:  469 keywords:  gene expression
Word exists in WordNet
*****************
j:  487
initial key:  T487
j:  488
key:  T488
j:  489
key:  T489
j:  490
key:  T490
index:  470 keywords:  hydrogen peroxide
Word exists in WordNet
*****************
j:  490
initial key:  T490
j:  491
key:  T491
j:  492
key:  T492
j:  493
key:  T493
index:  471 keywords:  seedlings
Word DOES NOT exists in WordNet
*****************
index:  472 keywords:  space
Word exists in WordNet
*****************
j:  493
initial key:  T493
j:  494
key:  T494
j:  495
key:  T495
j:  496
key:  T496
index:  473 keywords:  growth
Word exists in WordNet
*****************
j:  496
initial key:  T496
j:  497
key:  T497
j:  498
key:  T498
j:  499
key:  T499
index:  474 keywords:  roots
Word exists in WordNet
*****************
j:  499
initial key:  T499
j:  500
key:  T500
j:  501
key:  T501
j:  502
key:  T502
index:  475 keywords:  limitations
Word DOES NOT exists in WordNet
*****************
index:  476 keywords:  chaperones
Word DOES NOT exists in WordNet
*****************
index:  477 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  478 keywords:  fire safety
Word DOES NOT exists in WordNet
*****************
index:  479 keywords:  flammability
Word exists in WordNet
*****************
j:  502
initial key:  T502
j:  503
key:  T503
j:  504
key:  T504
j:  505
key:  T505
index:  480 keywords:  flame propagation
Word DOES NOT exists in WordNet
*****************
index:  481 keywords:  scale
Word exists in WordNet
*****************
j:  505
initial key:  T505
j:  506
key:  T506
j:  507
key:  T507
j:  508
key:  T508
index:  482 keywords:  speed concurrent flow
Word DOES NOT exists in WordNet
*****************
index:  483 keywords:  solid fuel
Word DOES NOT exists in WordNet
*****************
index:  484 keywords:  forced flow
Word DOES NOT exists in WordNet
*****************
index:  485 keywords:  extinction
Word exists in WordNet
*****************
j:  508
initial key:  T508
j:  509
key:  T509
j:  510
key:  T510
j:  511
key:  T511
index:  486 keywords:  mechanisms
Word DOES NOT exists in WordNet
*****************
index:  487 keywords:  model
Word exists in WordNet
*****************
j:  511
initial key:  T511
j:  512
key:  T512
j:  513
key:  T513
j:  514
key:  T514
index:  488 keywords:  velocity
Word exists in WordNet
*****************
j:  514
initial key:  T514
j:  515
key:  T515
j:  516
key:  T516
j:  517
key:  T517
index:  489 keywords:  growth
Word exists in WordNet
*****************
j:  517
initial key:  T517
j:  518
key:  T518
j:  519
key:  T519
j:  520
key:  T520
index:  490 keywords:  oxygen
Word exists in WordNet
*****************
j:  520
initial key:  T520
j:  521
key:  T521
j:  522
key:  T522
j:  523
key:  T523
index:  491 keywords:  flame spread rate
Word DOES NOT exists in WordNet
*****************
index:  492 keywords:  low pressure
Word DOES NOT exists in WordNet
*****************
index:  493 keywords:  environmental conditions
Word DOES NOT exists in WordNet
*****************
index:  494 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  495 keywords:  pmma
Word DOES NOT exists in WordNet
*****************
index:  496 keywords:  fire safety
Word DOES NOT exists in WordNet
*****************
index:  497 keywords:  flow
Word exists in WordNet
*****************
j:  523
initial key:  T523
j:  524
key:  T524
j:  525
key:  T525
j:  526
key:  T526
index:  498 keywords:  fuel
Word exists in WordNet
*****************
j:  526
initial key:  T526
j:  527
key:  T527
j:  528
key:  T528
j:  529
key:  T529
index:  499 keywords:  model
Word exists in WordNet
*****************
j:  529
initial key:  T529
j:  530
key:  T530
j:  531
key:  T531
j:  532
key:  T532
index:  500 keywords:  turbulent
Word exists in WordNet
*****************
j:  532
initial key:  T532
j:  533
key:  T533
j:  534
key:  T534
index:  501 keywords:  surface
Word exists in WordNet
*****************
j:  534
initial key:  T534
j:  535
key:  T535
j:  536
key:  T536
j:  537
key:  T537
index:  502 keywords:  space
Word exists in WordNet
*****************
j:  537
initial key:  T537
j:  538
key:  T538
j:  539
key:  T539
j:  540
key:  T540
index:  503 keywords:  skin physiology
Word DOES NOT exists in WordNet
*****************
index:  504 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  505 keywords:  prolonged stay
Word DOES NOT exists in WordNet
*****************
index:  506 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  507 keywords:  transepidermal water loss
Word DOES NOT exists in WordNet
*****************
index:  508 keywords:  in vivo
Word exists in WordNet
*****************
j:  540
initial key:  T540
j:  541
key:  T541
j:  542
key:  T542
index:  509 keywords:  microcirculation
Word DOES NOT exists in WordNet
*****************
index:  510 keywords:  supplementation
Word exists in WordNet
*****************
j:  542
initial key:  T542
j:  543
key:  T543
j:  544
key:  T544
j:  545
key:  T545
index:  511 keywords:  exercise
Word exists in WordNet
*****************
j:  545
initial key:  T545
j:  546
key:  T546
j:  547
key:  T547
j:  548
key:  T548
index:  512 keywords:  bone
Word exists in WordNet
*****************
j:  548
initial key:  T548
j:  549
key:  T549
j:  550
key:  T550
j:  551
key:  T551
index:  513 keywords:  age
Word exists in WordNet
*****************
j:  551
initial key:  T551
j:  552
key:  T552
j:  553
key:  T553
j:  554
key:  T554
index:  514 keywords:  skin symptoms
Word DOES NOT exists in WordNet
*****************
index:  515 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  516 keywords:  survey
Word exists in WordNet
*****************
j:  554
initial key:  T554
j:  555
key:  T555
j:  556
key:  T556
j:  557
key:  T557
index:  517 keywords:  long duration stay
Word DOES NOT exists in WordNet
*****************
index:  518 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  519 keywords:  kelly
Word exists in WordNet
*****************
j:  557
initial key:  T557
j:  558
key:  T558
j:  559
key:  T559
index:  520 keywords:  kornienko
Word DOES NOT exists in WordNet
*****************
index:  521 keywords:  one year mission
Word DOES NOT exists in WordNet
*****************
index:  522 keywords:  1 ym
Word DOES NOT exists in WordNet
*****************
index:  523 keywords:  nasa human research program (hrp)
Word DOES NOT exists in WordNet
*****************
index:  524 keywords:  urine
Word exists in WordNet
*****************
j:  559
initial key:  T559
j:  560
key:  T560
j:  561
key:  T561
j:  562
key:  T562
index:  525 keywords:  saliva
Word exists in WordNet
*****************
j:  562
initial key:  T562
j:  563
key:  T563
j:  564
key:  T564
j:  565
key:  T565
index:  526 keywords:  urea
Word exists in WordNet
*****************
j:  565
initial key:  T565
j:  566
key:  T566
j:  567
key:  T567
j:  568
key:  T568
index:  527 keywords:  phosphorus
Word exists in WordNet
*****************
j:  568
initial key:  T568
j:  569
key:  T569
j:  570
key:  T570
j:  571
key:  T571
index:  528 keywords:  calcium
Word exists in WordNet
*****************
j:  571
initial key:  T571
j:  572
key:  T572
j:  573
key:  T573
j:  574
key:  T574
index:  529 keywords:  space mission
Word DOES NOT exists in WordNet
*****************
index:  530 keywords:  bed rest
Word exists in WordNet
*****************
j:  574
initial key:  T574
j:  575
key:  T575
j:  576
key:  T576
j:  577
key:  T577
index:  531 keywords:  collection
Word exists in WordNet
*****************
j:  577
initial key:  T577
j:  578
key:  T578
j:  579
key:  T579
j:  580
key:  T580
index:  532 keywords:  disease
Word exists in WordNet
*****************
j:  580
initial key:  T580
j:  581
key:  T581
j:  582
key:  T582
j:  583
key:  T583
index:  533 keywords:  non equilibrium molecular dynamics
Word DOES NOT exists in WordNet
*****************
index:  534 keywords:  thermodiffusion
Word DOES NOT exists in WordNet
*****************
index:  535 keywords:  experimental validation
Word DOES NOT exists in WordNet
*****************
index:  536 keywords:  ternary hydrocarbon mixtures
Word DOES NOT exists in WordNet
*****************
index:  537 keywords:  thermal diffusion
Word DOES NOT exists in WordNet
*****************
index:  538 keywords:  thermodynamic theory
Word DOES NOT exists in WordNet
*****************
index:  539 keywords:  soret coefficients
Word DOES NOT exists in WordNet
*****************
index:  540 keywords:  model
Word exists in WordNet
*****************
j:  583
initial key:  T583
j:  584
key:  T584
j:  585
key:  T585
j:  586
key:  T586
index:  541 keywords:  heat
Word exists in WordNet
*****************
j:  586
initial key:  T586
j:  587
key:  T587
j:  588
key:  T588
j:  589
key:  T589
index:  542 keywords:  transport
Word exists in WordNet
*****************
j:  589
initial key:  T589
j:  590
key:  T590
j:  591
key:  T591
j:  592
key:  T592
index:  543 keywords:  equations
Word DOES NOT exists in WordNet
*****************
index:  544 keywords:  gas
Word exists in WordNet
*****************
j:  592
initial key:  T592
j:  593
key:  T593
j:  594
key:  T594
j:  595
key:  T595
index:  545 keywords:  complex (dusty) plasmas
Word DOES NOT exists in WordNet
*****************
index:  546 keywords:  microgravity research
Word DOES NOT exists in WordNet
*****************
index:  547 keywords:  low temperature plasmas
Word DOES NOT exists in WordNet
*****************
index:  548 keywords:  ion drag force
Word DOES NOT exists in WordNet
*****************
index:  549 keywords:  falling dust particles
Word DOES NOT exists in WordNet
*****************
index:  550 keywords:  void formation
Word DOES NOT exists in WordNet
*****************
index:  551 keywords:  crystal
Word exists in WordNet
*****************
j:  595
initial key:  T595
j:  596
key:  T596
j:  597
key:  T597
j:  598
key:  T598
index:  552 keywords:  crystallization
Word exists in WordNet
*****************
j:  598
initial key:  T598
j:  599
key:  T599
j:  600
key:  T600
j:  601
key:  T601
index:  553 keywords:  collection
Word exists in WordNet
*****************
j:  601
initial key:  T601
j:  602
key:  T602
j:  603
key:  T603
j:  604
key:  T604
index:  554 keywords:  frequency
Word exists in WordNet
*****************
j:  604
initial key:  T604
j:  605
key:  T605
j:  606
key:  T606
j:  607
key:  T607
index:  555 keywords:  dynamics
Word exists in WordNet
*****************
j:  607
initial key:  T607
j:  608
key:  T608
j:  609
key:  T609
j:  610
key:  T610
index:  556 keywords:  waves
Word DOES NOT exists in WordNet
*****************
index:  557 keywords:  capillary flows
Word DOES NOT exists in WordNet
*****************
index:  558 keywords:  interfacial flows (free surface)
Word DOES NOT exists in WordNet
*****************
index:  559 keywords:  lubrication theory
Word DOES NOT exists in WordNet
*****************
index:  560 keywords:  driven flows
Word DOES NOT exists in WordNet
*****************
index:  561 keywords:  wetting liquid
Word DOES NOT exists in WordNet
*****************
index:  562 keywords:  behavior
Word exists in WordNet
*****************
j:  610
initial key:  T610
j:  611
key:  T611
j:  612
key:  T612
j:  613
key:  T613
index:  563 keywords:  bubbles
Word DOES NOT exists in WordNet
*****************
index:  564 keywords:  rise
Word exists in WordNet
*****************
j:  613
initial key:  T613
j:  614
key:  T614
j:  615
key:  T615
j:  616
key:  T616
index:  565 keywords:  adsorption of mixed surfactant
Word DOES NOT exists in WordNet
*****************
index:  566 keywords:  water/hexane interface
Word DOES NOT exists in WordNet
*****************
index:  567 keywords:  capillary pressure tensiometry
Word DOES NOT exists in WordNet
*****************
index:  568 keywords:  dilational viscoelasticity
Word DOES NOT exists in WordNet
*****************
index:  569 keywords:  drop oscillations
Word DOES NOT exists in WordNet
*****************
index:  570 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  571 keywords:  surface dilational rheology
Word DOES NOT exists in WordNet
*****************
index:  572 keywords:  adsorption layers
Word DOES NOT exists in WordNet
*****************
index:  573 keywords:  alkylphosphine oxides
Word DOES NOT exists in WordNet
*****************
index:  574 keywords:  air/water interface
Word DOES NOT exists in WordNet
*****************
index:  575 keywords:  emulsion stability
Word DOES NOT exists in WordNet
*****************
index:  576 keywords:  drop
Word exists in WordNet
*****************
j:  616
initial key:  T616
j:  617
key:  T617
j:  618
key:  T618
j:  619
key:  T619
index:  577 keywords:  viscoelasticity
Word DOES NOT exists in WordNet
*****************
index:  578 keywords:  monolayer
Word DOES NOT exists in WordNet
*****************
index:  579 keywords:  kinetics
Word exists in WordNet
*****************
j:  619
initial key:  T619
j:  620
key:  T620
j:  621
key:  T621
j:  622
key:  T622
index:  580 keywords:  spaceflight
Word exists in WordNet
*****************
j:  622
initial key:  T622
j:  623
key:  T623
j:  624
key:  T624
j:  625
key:  T625
index:  581 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  582 keywords:  gene expression
Word exists in WordNet
*****************
j:  625
initial key:  T625
j:  626
key:  T626
j:  627
key:  T627
j:  628
key:  T628
index:  583 keywords:  liver
Word exists in WordNet
*****************
j:  628
initial key:  T628
j:  629
key:  T629
j:  630
key:  T630
j:  631
key:  T631
index:  584 keywords:  kidney
Word exists in WordNet
*****************
j:  631
initial key:  T631
j:  632
key:  T632
j:  633
key:  T633
j:  634
key:  T634
index:  585 keywords:  gene array
Word DOES NOT exists in WordNet
*****************
index:  586 keywords:  transcriptome
Word DOES NOT exists in WordNet
*****************
index:  587 keywords:  apoptosis
Word exists in WordNet
*****************
j:  634
initial key:  T634
j:  635
key:  T635
j:  636
key:  T636
j:  637
key:  T637
index:  588 keywords:  cdkn1a
Word DOES NOT exists in WordNet
*****************
index:  589 keywords:  cyp4a1
Word DOES NOT exists in WordNet
*****************
index:  590 keywords:  expression
Word exists in WordNet
*****************
j:  637
initial key:  T637
j:  638
key:  T638
j:  639
key:  T639
j:  640
key:  T640
index:  591 keywords:  cytoscape
Word DOES NOT exists in WordNet
*****************
index:  592 keywords:  protein
Word exists in WordNet
*****************
j:  640
initial key:  T640
j:  641
key:  T641
j:  642
key:  T642
j:  643
key:  T643
index:  593 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  594 keywords:  retina
Word exists in WordNet
*****************
j:  643
initial key:  T643
j:  644
key:  T644
j:  645
key:  T645
j:  646
key:  T646
index:  595 keywords:  coenzyme q10
Word DOES NOT exists in WordNet
*****************
index:  596 keywords:  apoptosis
Word exists in WordNet
*****************
j:  646
initial key:  T646
j:  647
key:  T647
j:  648
key:  T648
j:  649
key:  T649
index:  597 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  598 keywords:  radiation
Word exists in WordNet
*****************
j:  649
initial key:  T649
j:  650
key:  T650
j:  651
key:  T651
j:  652
key:  T652
index:  599 keywords:  keratocyte apoptosis
Word DOES NOT exists in WordNet
*****************
index:  600 keywords:  degeneration
Word exists in WordNet
*****************
j:  652
initial key:  T652
j:  653
key:  T653
j:  654
key:  T654
j:  655
key:  T655
index:  601 keywords:  cells
Word DOES NOT exists in WordNet
*****************
index:  602 keywords:  liquid species diffusivities
Word DOES NOT exists in WordNet
*****************
index:  603 keywords:  reduced gravity
Word DOES NOT exists in WordNet
*****************
index:  604 keywords:  n heptane
Word DOES NOT exists in WordNet
*****************
index:  605 keywords:  fiber
Word exists in WordNet
*****************
j:  655
initial key:  T655
j:  656
key:  T656
j:  657
key:  T657
j:  658
key:  T658
index:  606 keywords:  convection
Word exists in WordNet
*****************
j:  658
initial key:  T658
j:  659
key:  T659
j:  660
key:  T660
j:  661
key:  T661
index:  607 keywords:  selection
Word exists in WordNet
*****************
j:  661
initial key:  T661
j:  662
key:  T662
j:  663
key:  T663
j:  664
key:  T664
index:  608 keywords:  diameter
Word exists in WordNet
*****************
j:  664
initial key:  T664
j:  665
key:  T665
j:  666
key:  T666
j:  667
key:  T667
index:  609 keywords:  octane
Word exists in WordNet
*****************
j:  667
initial key:  T667
j:  668
key:  T668
j:  669
key:  T669
j:  670
key:  T670
index:  610 keywords:  accretion
Word exists in WordNet
*****************
j:  670
initial key:  T670
j:  671
key:  T671
j:  672
key:  T672
j:  673
key:  T673
index:  611 keywords:  accretion disc
Word DOES NOT exists in WordNet
*****************
index:  612 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  613 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  614 keywords:  accreting millisecond pulsar
Word DOES NOT exists in WordNet
*****************
index:  615 keywords:  long term evolution
Word DOES NOT exists in WordNet
*****************
index:  616 keywords:  sax j1808.4 3658
Word DOES NOT exists in WordNet
*****************
index:  617 keywords:  xmm newton
Word DOES NOT exists in WordNet
*****************
index:  618 keywords:  coherent pulsations
Word DOES NOT exists in WordNet
*****************
index:  619 keywords:  orbital parameters
Word DOES NOT exists in WordNet
*****************
index:  620 keywords:  igr j00291+5934
Word DOES NOT exists in WordNet
*****************
index:  621 keywords:  discovery
Word exists in WordNet
*****************
j:  673
initial key:  T673
j:  674
key:  T674
j:  675
key:  T675
j:  676
key:  T676
index:  622 keywords:  swift j1756.9 2508
Word DOES NOT exists in WordNet
*****************
index:  623 keywords:  xte j1807 294
Word DOES NOT exists in WordNet
*****************
index:  624 keywords:  biomex (biology and mars experiment)
Word DOES NOT exists in WordNet
*****************
index:  625 keywords:  kombucha multimicrobial culture
Word DOES NOT exists in WordNet
*****************
index:  626 keywords:  survivability
Word DOES NOT exists in WordNet
*****************
index:  627 keywords:  biofilm
Word DOES NOT exists in WordNet
*****************
index:  628 keywords:  extracellular membrane vesicles
Word DOES NOT exists in WordNet
*****************
index:  629 keywords:  microbial community
Word DOES NOT exists in WordNet
*****************
index:  630 keywords:  bacillus subtilis
Word exists in WordNet
*****************
j:  676
initial key:  T676
j:  677
key:  T677
j:  678
key:  T678
j:  679
key:  T679
index:  631 keywords:  escherichia coli
Word exists in WordNet
*****************
j:  679
initial key:  T679
j:  680
key:  T680
j:  681
key:  T681
j:  682
key:  T682
index:  632 keywords:  aqueous extracts
Word DOES NOT exists in WordNet
*****************
index:  633 keywords:  space
Word exists in WordNet
*****************
j:  682
initial key:  T682
j:  683
key:  T683
j:  684
key:  T684
j:  685
key:  T685
index:  634 keywords:  survival
Word exists in WordNet
*****************
j:  685
initial key:  T685
j:  686
key:  T686
j:  687
key:  T687
j:  688
key:  T688
index:  635 keywords:  exposure
Word exists in WordNet
*****************
j:  688
initial key:  T688
j:  689
key:  T689
j:  690
key:  T690
j:  691
key:  T691
index:  636 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  637 keywords:  biofilms
Word DOES NOT exists in WordNet
*****************
index:  638 keywords:  fermentation
Word exists in WordNet
*****************
j:  691
initial key:  T691
j:  692
key:  T692
j:  693
key:  T693
j:  694
key:  T694
index:  639 keywords:  enterobacter
Word DOES NOT exists in WordNet
*****************
index:  640 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  641 keywords:  phylogenomic analyses
Word DOES NOT exists in WordNet
*****************
index:  642 keywords:  antibiotic resistance
Word DOES NOT exists in WordNet
*****************
index:  643 keywords:  mass spectrometry
Word DOES NOT exists in WordNet
*****************
index:  644 keywords:  cloacae complex
Word DOES NOT exists in WordNet
*****************
index:  645 keywords:  efflux pumps
Word DOES NOT exists in WordNet
*****************
index:  646 keywords:  sequence
Word exists in WordNet
*****************
j:  694
initial key:  T694
j:  695
key:  T695
j:  696
key:  T696
j:  697
key:  T697
index:  647 keywords:  bacteria
Word exists in WordNet
*****************
j:  697
initial key:  T697
j:  698
key:  T698
j:  699
key:  T699
j:  700
key:  T700
index:  648 keywords:  identification
Word exists in WordNet
*****************
j:  700
initial key:  T700
j:  701
key:  T701
j:  702
key:  T702
j:  703
key:  T703
index:  649 keywords:  mechanisms
Word DOES NOT exists in WordNet
*****************
index:  650 keywords:  gene
Word exists in WordNet
*****************
j:  703
initial key:  T703
j:  704
key:  T704
j:  705
key:  T705
j:  706
key:  T706
index:  651 keywords:  alignment
Word exists in WordNet
*****************
j:  706
initial key:  T706
j:  707
key:  T707
j:  708
key:  T708
j:  709
key:  T709
index:  652 keywords:  accretion
Word exists in WordNet
*****************
j:  709
initial key:  T709
j:  710
key:  T710
j:  711
key:  T711
j:  712
key:  T712
index:  653 keywords:  accretion disks
Word DOES NOT exists in WordNet
*****************
index:  654 keywords:  black hole physics
Word DOES NOT exists in WordNet
*****************
index:  655 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  656 keywords:  x rays: individual (maxi j1820+070)
Word DOES NOT exists in WordNet
*****************
index:  657 keywords:  black hole candidate
Word DOES NOT exists in WordNet
*****************
index:  658 keywords:  radio emission
Word exists in WordNet
*****************
j:  712
initial key:  T712
j:  713
key:  T713
j:  714
key:  T714
j:  715
key:  T715
index:  659 keywords:  compact jet
Word DOES NOT exists in WordNet
*****************
index:  660 keywords:  binaries
Word DOES NOT exists in WordNet
*****************
index:  661 keywords:  mass
Word exists in WordNet
*****************
j:  715
initial key:  T715
j:  716
key:  T716
j:  717
key:  T717
j:  718
key:  T718
index:  662 keywords:  mitsume
Word DOES NOT exists in WordNet
*****************
index:  663 keywords:  disc
Word exists in WordNet
*****************
j:  718
initial key:  T718
j:  719
key:  T719
j:  720
key:  T720
j:  721
key:  T721
index:  664 keywords:  absorption
Word exists in WordNet
*****************
j:  721
initial key:  T721
j:  722
key:  T722
j:  723
key:  T723
j:  724
key:  T724
index:  665 keywords:  telescopes
Word DOES NOT exists in WordNet
*****************
index:  666 keywords:  binaries: close
Word DOES NOT exists in WordNet
*****************
index:  667 keywords:  stars: black holes
Word DOES NOT exists in WordNet
*****************
index:  668 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  669 keywords:  x rays: individual (maxi j1535 571)
Word DOES NOT exists in WordNet
*****************
index:  670 keywords:  low frequency oscillations
Word DOES NOT exists in WordNet
*****************
index:  671 keywords:  x ray transient
Word DOES NOT exists in WordNet
*****************
index:  672 keywords:  black holes
Word DOES NOT exists in WordNet
*****************
index:  673 keywords:  state transition
Word DOES NOT exists in WordNet
*****************
index:  674 keywords:  fast variability
Word DOES NOT exists in WordNet
*****************
index:  675 keywords:  accretion flows
Word DOES NOT exists in WordNet
*****************
index:  676 keywords:  evolution
Word exists in WordNet
*****************
j:  724
initial key:  T724
j:  725
key:  T725
j:  726
key:  T726
j:  727
key:  T727
index:  677 keywords:  emission
Word exists in WordNet
*****************
j:  727
initial key:  T727
j:  728
key:  T728
j:  729
key:  T729
j:  730
key:  T730
index:  678 keywords:  outburst
Word exists in WordNet
*****************
j:  730
initial key:  T730
j:  731
key:  T731
j:  732
key:  T732
j:  733
key:  T733
index:  679 keywords:  binaries
Word DOES NOT exists in WordNet
*****************
index:  680 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  681 keywords:  metagenome
Word DOES NOT exists in WordNet
*****************
index:  682 keywords:  functional metagenomics
Word DOES NOT exists in WordNet
*****************
index:  683 keywords:  built environment
Word DOES NOT exists in WordNet
*****************
index:  684 keywords:  propidium monoazide
Word DOES NOT exists in WordNet
*****************
index:  685 keywords:  antibiotic susceptibility
Word DOES NOT exists in WordNet
*****************
index:  686 keywords:  klebsiella pneumoniae
Word DOES NOT exists in WordNet
*****************
index:  687 keywords:  database resources
Word DOES NOT exists in WordNet
*****************
index:  688 keywords:  national center
Word DOES NOT exists in WordNet
*****************
index:  689 keywords:  water systems
Word DOES NOT exists in WordNet
*****************
index:  690 keywords:  module kibo
Word DOES NOT exists in WordNet
*****************
index:  691 keywords:  virulence
Word exists in WordNet
*****************
j:  733
initial key:  T733
j:  734
key:  T734
j:  735
key:  T735
j:  736
key:  T736
index:  692 keywords:  samples
Word DOES NOT exists in WordNet
*****************
index:  693 keywords:  perspectives
Word DOES NOT exists in WordNet
*****************
index:  694 keywords:  expression
Word exists in WordNet
*****************
j:  736
initial key:  T736
j:  737
key:  T737
j:  738
key:  T738
j:  739
key:  T739
index:  695 keywords:  coping
Word exists in WordNet
*****************
j:  739
initial key:  T739
j:  740
key:  T740
j:  741
key:  T741
j:  742
key:  T742
index:  696 keywords:  humor
Word exists in WordNet
*****************
j:  742
initial key:  T742
j:  743
key:  T743
j:  744
key:  T744
j:  745
key:  T745
index:  697 keywords:  stress
Word exists in WordNet
*****************
j:  745
initial key:  T745
j:  746
key:  T746
j:  747
key:  T747
j:  748
key:  T748
index:  698 keywords:  space flight
Word DOES NOT exists in WordNet
*****************
index:  699 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  700 keywords:  cosmonauts
Word DOES NOT exists in WordNet
*****************
index:  701 keywords:  sense
Word exists in WordNet
*****************
j:  748
initial key:  T748
j:  749
key:  T749
j:  750
key:  T750
j:  751
key:  T751
index:  702 keywords:  crystallization
Word exists in WordNet
*****************
j:  751
initial key:  T751
j:  752
key:  T752
j:  753
key:  T753
j:  754
key:  T754
index:  703 keywords:  ceruloplasmin
Word DOES NOT exists in WordNet
*****************
index:  704 keywords:  program
Word exists in WordNet
*****************
j:  754
initial key:  T754
j:  755
key:  T755
j:  756
key:  T756
j:  757
key:  T757
index:  705 keywords:  antioxidants
Word DOES NOT exists in WordNet
*****************
index:  706 keywords:  cerium oxide nanoparticles
Word DOES NOT exists in WordNet
*****************
index:  707 keywords:  h2afx
Word DOES NOT exists in WordNet
*****************
index:  708 keywords:  lamin
Word DOES NOT exists in WordNet
*****************
index:  709 keywords:  microarray
Word DOES NOT exists in WordNet
*****************
index:  710 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  711 keywords:  skeletal muscle
Word exists in WordNet
*****************
j:  757
initial key:  T757
j:  758
key:  T758
j:  759
key:  T759
j:  760
key:  T760
index:  712 keywords:  oxidative stress
Word DOES NOT exists in WordNet
*****************
index:  713 keywords:  temperature
Word exists in WordNet
*****************
j:  760
initial key:  T760
j:  761
key:  T761
j:  762
key:  T762
j:  763
key:  T763
index:  714 keywords:  spaceflight
Word exists in WordNet
*****************
j:  763
initial key:  T763
j:  764
key:  T764
j:  765
key:  T765
j:  766
key:  T766
index:  715 keywords:  dysfunction
Word exists in WordNet
*****************
j:  766
initial key:  T766
j:  767
key:  T767
j:  768
key:  T768
j:  769
key:  T769
index:  716 keywords:  atrophy
Word exists in WordNet
*****************
j:  769
initial key:  T769
j:  770
key:  T770
j:  771
key:  T771
j:  772
key:  T772
index:  717 keywords:  profile
Word exists in WordNet
*****************
j:  772
initial key:  T772
j:  773
key:  T773
j:  774
key:  T774
j:  775
key:  T775
index:  718 keywords:  lamins
Word DOES NOT exists in WordNet
*****************
index:  719 keywords:  damage
Word exists in WordNet
*****************
j:  775
initial key:  T775
j:  776
key:  T776
j:  777
key:  T777
j:  778
key:  T778
index:  720 keywords:  echography
Word exists in WordNet
*****************
j:  778
initial key:  T778
j:  779
key:  T779
j:  780
key:  T780
j:  781
key:  T781
index:  721 keywords:  tele operation
Word DOES NOT exists in WordNet
*****************
index:  722 keywords:  motorized probe
Word DOES NOT exists in WordNet
*****************
index:  723 keywords:  remote control
Word exists in WordNet
*****************
j:  781
initial key:  T781
j:  782
key:  T782
j:  783
key:  T783
j:  784
key:  T784
index:  724 keywords:  space medicine
Word exists in WordNet
*****************
j:  784
initial key:  T784
j:  785
key:  T785
j:  786
key:  T786
j:  787
key:  T787
index:  725 keywords:  astronaut
Word exists in WordNet
*****************
j:  787
initial key:  T787
j:  788
key:  T788
j:  789
key:  T789
j:  790
key:  T790
index:  726 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  727 keywords:  tele echography
Word DOES NOT exists in WordNet
*****************
index:  728 keywords:  robotic arm
Word DOES NOT exists in WordNet
*****************
index:  729 keywords:  echocardiography
Word exists in WordNet
*****************
j:  790
initial key:  T790
j:  791
key:  T791
j:  792
key:  T792
j:  793
key:  T793
index:  730 keywords:  future
Word exists in WordNet
*****************
j:  793
initial key:  T793
j:  794
key:  T794
j:  795
key:  T795
j:  796
key:  T796
index:  731 keywords:  messenger rna levels
Word DOES NOT exists in WordNet
*****************
index:  732 keywords:  heat shock proteins
Word DOES NOT exists in WordNet
*****************
index:  733 keywords:  genomic dna
Word DOES NOT exists in WordNet
*****************
index:  734 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  735 keywords:  spaceflight
Word exists in WordNet
*****************
j:  796
initial key:  T796
j:  797
key:  T797
j:  798
key:  T798
j:  799
key:  T799
index:  736 keywords:  radiation
Word exists in WordNet
*****************
j:  799
initial key:  T799
j:  800
key:  T800
j:  801
key:  T801
j:  802
key:  T802
index:  737 keywords:  cells
Word DOES NOT exists in WordNet
*****************
index:  738 keywords:  cryomyces antarcticus
Word DOES NOT exists in WordNet
*****************
index:  739 keywords:  expose r2
Word DOES NOT exists in WordNet
*****************
index:  740 keywords:  habitability
Word exists in WordNet
*****************
j:  802
initial key:  T802
j:  803
key:  T803
j:  804
key:  T804
j:  805
key:  T805
index:  741 keywords:  mars conditions
Word DOES NOT exists in WordNet
*****************
index:  742 keywords:  space conditions
Word DOES NOT exists in WordNet
*****************
index:  743 keywords:  simulated space
Word DOES NOT exists in WordNet
*****************
index:  744 keywords:  black fungi
Word DOES NOT exists in WordNet
*****************
index:  745 keywords:  rapd assay
Word DOES NOT exists in WordNet
*****************
index:  746 keywords:  resistance
Word exists in WordNet
*****************
j:  805
initial key:  T805
j:  806
key:  T806
j:  807
key:  T807
j:  808
key:  T808
index:  747 keywords:  radiation
Word exists in WordNet
*****************
j:  808
initial key:  T808
j:  809
key:  T809
j:  810
key:  T810
j:  811
key:  T811
index:  748 keywords:  lichens
Word DOES NOT exists in WordNet
*****************
index:  749 keywords:  biomex
Word DOES NOT exists in WordNet
*****************
index:  750 keywords:  damage
Word exists in WordNet
*****************
j:  811
initial key:  T811
j:  812
key:  T812
j:  813
key:  T813
j:  814
key:  T814
index:  751 keywords:  life
Word exists in WordNet
*****************
j:  814
initial key:  T814
j:  815
key:  T815
j:  816
key:  T816
j:  817
key:  T817
index:  752 keywords:  crystallization of band 3
Word DOES NOT exists in WordNet
*****************
index:  753 keywords:  human erythrocyte
Word DOES NOT exists in WordNet
*****************
index:  754 keywords:  multi spanning membrane protein
Word DOES NOT exists in WordNet
*****************
index:  755 keywords:  the international space station "kibo"
Word DOES NOT exists in WordNet
*****************
index:  756 keywords:  under microgravity
Word DOES NOT exists in WordNet
*****************
index:  757 keywords:  proteolytic cleavage sites
Word DOES NOT exists in WordNet
*****************
index:  758 keywords:  blood cell band 3
Word DOES NOT exists in WordNet
*****************
index:  759 keywords:  membrane domain
Word DOES NOT exists in WordNet
*****************
index:  760 keywords:  conformational change
Word DOES NOT exists in WordNet
*****************
index:  761 keywords:  protein
Word exists in WordNet
*****************
j:  817
initial key:  T817
j:  818
key:  T818
j:  819
key:  T819
j:  820
key:  T820
index:  762 keywords:  transport
Word exists in WordNet
*****************
j:  820
initial key:  T820
j:  821
key:  T821
j:  822
key:  T822
j:  823
key:  T823
index:  763 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  764 keywords:  topology
Word exists in WordNet
*****************
j:  823
initial key:  T823
j:  824
key:  T824
j:  825
key:  T825
j:  826
key:  T826
index:  765 keywords:  residues
Word DOES NOT exists in WordNet
*****************
index:  766 keywords:  program
Word exists in WordNet
*****************
j:  826
initial key:  T826
j:  827
key:  T827
j:  828
key:  T828
j:  829
key:  T829
index:  767 keywords:  accretion
Word exists in WordNet
*****************
j:  829
initial key:  T829
j:  830
key:  T830
j:  831
key:  T831
j:  832
key:  T832
index:  768 keywords:  accretion disks
Word DOES NOT exists in WordNet
*****************
index:  769 keywords:  black hole physics
Word DOES NOT exists in WordNet
*****************
index:  770 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  771 keywords:  x rays: individual (maxi j1535 571)
Word DOES NOT exists in WordNet
*****************
index:  772 keywords:  x ray
Word exists in WordNet
*****************
j:  832
initial key:  T832
j:  833
key:  T833
j:  834
key:  T834
j:  835
key:  T835
index:  773 keywords:  accretion
Word exists in WordNet
*****************
j:  835
initial key:  T835
j:  836
key:  T836
j:  837
key:  T837
j:  838
key:  T838
index:  774 keywords:  accretion disks
Word DOES NOT exists in WordNet
*****************
index:  775 keywords:  stars: low mass
Word DOES NOT exists in WordNet
*****************
index:  776 keywords:  pulsars: general
Word DOES NOT exists in WordNet
*****************
index:  777 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  778 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  779 keywords:  2015 outburst
Word DOES NOT exists in WordNet
*****************
index:  780 keywords:  timing properties
Word DOES NOT exists in WordNet
*****************
index:  781 keywords:  sax j1808.4 3658
Word DOES NOT exists in WordNet
*****************
index:  782 keywords:  aquila x 1
Word DOES NOT exists in WordNet
*****************
index:  783 keywords:  xmm newton
Word DOES NOT exists in WordNet
*****************
index:  784 keywords:  j1748.9 2021
Word DOES NOT exists in WordNet
*****************
index:  785 keywords:  pulsations
Word DOES NOT exists in WordNet
*****************
index:  786 keywords:  discovery
Word exists in WordNet
*****************
j:  838
initial key:  T838
j:  839
key:  T839
j:  840
key:  T840
j:  841
key:  T841
index:  787 keywords:  stars
Word DOES NOT exists in WordNet
*****************
index:  788 keywords:  mass
Word exists in WordNet
*****************
j:  841
initial key:  T841
j:  842
key:  T842
j:  843
key:  T843
j:  844
key:  T844
index:  789 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  790 keywords:  epigenetics
Word DOES NOT exists in WordNet
*****************
index:  791 keywords:  transcriptomics
Word DOES NOT exists in WordNet
*****************
index:  792 keywords:  bone mass loss
Word DOES NOT exists in WordNet
*****************
index:  793 keywords:  aging
Word exists in WordNet
*****************
j:  844
initial key:  T844
j:  845
key:  T845
j:  846
key:  T846
j:  847
key:  T847
index:  794 keywords:  human bone marrow
Word DOES NOT exists in WordNet
*****************
index:  795 keywords:  inhibits osteogenic differentiation
Word DOES NOT exists in WordNet
*****************
index:  796 keywords:  simulated microgravity
Word DOES NOT exists in WordNet
*****************
index:  797 keywords:  spaceflight
Word exists in WordNet
*****************
j:  847
initial key:  T847
j:  848
key:  T848
j:  849
key:  T849
j:  850
key:  T850
index:  798 keywords:  cytoskeletal
Word DOES NOT exists in WordNet
*****************
index:  799 keywords:  microrna
Word DOES NOT exists in WordNet
*****************
index:  800 keywords:  proliferation
Word exists in WordNet
*****************
j:  850
initial key:  T850
j:  851
key:  T851
j:  852
key:  T852
j:  853
key:  T853
index:  801 keywords:  mechanisms
Word DOES NOT exists in WordNet
*****************
index:  802 keywords:  proteins
Word DOES NOT exists in WordNet
*****************
index:  803 keywords:  targets
Word DOES NOT exists in WordNet
*****************
index:  804 keywords:  light scattering
Word DOES NOT exists in WordNet
*****************
index:  805 keywords:  marangoni convection
Word DOES NOT exists in WordNet
*****************
index:  806 keywords:  liquid bridge
Word DOES NOT exists in WordNet
*****************
index:  807 keywords:  high prandtl number
Word DOES NOT exists in WordNet
*****************
index:  808 keywords:  dynamic free surface deformation
Word DOES NOT exists in WordNet
*****************
index:  809 keywords:  interfacial heat transfer
Word DOES NOT exists in WordNet
*****************
index:  810 keywords:  g jitter
Word DOES NOT exists in WordNet
*****************
index:  811 keywords:  oscillatory thermocapillary convection
Word DOES NOT exists in WordNet
*****************
index:  812 keywords:  cylindrical columns
Word DOES NOT exists in WordNet
*****************
index:  813 keywords:  heat transfer
Word DOES NOT exists in WordNet
*****************
index:  814 keywords:  gas flow
Word DOES NOT exists in WordNet
*****************
index:  815 keywords:  fluids
Word DOES NOT exists in WordNet
*****************
index:  816 keywords:  gravity
Word exists in WordNet
*****************
j:  853
initial key:  T853
j:  854
key:  T854
j:  855
key:  T855
j:  856
key:  T856
index:  817 keywords:  ratios
Word DOES NOT exists in WordNet
*****************
index:  818 keywords:  impact
Word exists in WordNet
*****************
j:  856
initial key:  T856
j:  857
key:  T857
j:  858
key:  T858
j:  859
key:  T859
index:  819 keywords:  onset
Word exists in WordNet
*****************
j:  859
initial key:  T859
j:  860
key:  T860
j:  861
key:  T861
j:  862
key:  T862
index:  820 keywords:  reduced quasi steady acceleration data
Word DOES NOT exists in WordNet
*****************
index:  821 keywords:  external disturbances detection
Word DOES NOT exists in WordNet
*****************
index:  822 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  823 keywords:  iss disturbances during 2009 and 2016
Word DOES NOT exists in WordNet
*****************
index:  824 keywords:  slender liquid bridges
Word DOES NOT exists in WordNet
*****************
index:  825 keywords:  microaccelerations
Word DOES NOT exists in WordNet
*****************
index:  826 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  827 keywords:  segregation
Word exists in WordNet
*****************
j:  862
initial key:  T862
j:  863
key:  T863
j:  864
key:  T864
j:  865
key:  T865
index:  828 keywords:  growth
Word exists in WordNet
*****************
j:  865
initial key:  T865
j:  866
key:  T866
j:  867
key:  T867
j:  868
key:  T868
index:  829 keywords:  environment
Word exists in WordNet
*****************
j:  868
initial key:  T868
j:  869
key:  T869
j:  870
key:  T870
j:  871
key:  T871
index:  830 keywords:  accuracy
Word exists in WordNet
*****************
j:  871
initial key:  T871
j:  872
key:  T872
j:  873
key:  T873
j:  874
key:  T874
index:  831 keywords:  dynamics
Word exists in WordNet
*****************
j:  874
initial key:  T874
j:  875
key:  T875
j:  876
key:  T876
j:  877
key:  T877
index:  832 keywords:  fluid
Word exists in WordNet
*****************
j:  877
initial key:  T877
j:  878
key:  T878
j:  879
key:  T879
j:  880
key:  T880
index:  833 keywords:  containerless processing
Word DOES NOT exists in WordNet
*****************
index:  834 keywords:  thermophysical property
Word DOES NOT exists in WordNet
*****************
index:  835 keywords:  high temperature melt
Word DOES NOT exists in WordNet
*****************
index:  836 keywords:  microgravity experiment
Word DOES NOT exists in WordNet
*****************
index:  837 keywords:  electrostatic levitation
Word DOES NOT exists in WordNet
*****************
index:  838 keywords:  thermophysical property measurements
Word DOES NOT exists in WordNet
*****************
index:  839 keywords:  surface tension
Word exists in WordNet
*****************
j:  880
initial key:  T880
j:  881
key:  T881
j:  882
key:  T882
j:  883
key:  T883
index:  840 keywords:  liquid alumina
Word DOES NOT exists in WordNet
*****************
index:  841 keywords:  density
Word exists in WordNet
*****************
j:  883
initial key:  T883
j:  884
key:  T884
j:  885
key:  T885
j:  886
key:  T886
index:  842 keywords:  temperature
Word exists in WordNet
*****************
j:  886
initial key:  T886
j:  887
key:  T887
j:  888
key:  T888
j:  889
key:  T889
index:  843 keywords:  solidification
Word exists in WordNet
*****************
j:  889
initial key:  T889
j:  890
key:  T890
j:  891
key:  T891
j:  892
key:  T892
index:  844 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  845 keywords:  oscillations
Word DOES NOT exists in WordNet
*****************
index:  846 keywords:  oxides
Word DOES NOT exists in WordNet
*****************
index:  847 keywords:  al2o3
Word DOES NOT exists in WordNet
*****************
index:  848 keywords:  dcmix experiment
Word DOES NOT exists in WordNet
*****************
index:  849 keywords:  iss acceleration signal
Word DOES NOT exists in WordNet
*****************
index:  850 keywords:  iss vibrational environment
Word DOES NOT exists in WordNet
*****************
index:  851 keywords:  spectral entropy
Word DOES NOT exists in WordNet
*****************
index:  852 keywords:  linear correlation between iss acceleration signals
Word DOES NOT exists in WordNet
*****************
index:  853 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  854 keywords:  microgravity environment
Word DOES NOT exists in WordNet
*****************
index:  855 keywords:  ternary mixtures
Word DOES NOT exists in WordNet
*****************
index:  856 keywords:  diffusion
Word exists in WordNet
*****************
j:  892
initial key:  T892
j:  893
key:  T893
j:  894
key:  T894
j:  895
key:  T895
index:  857 keywords:  thermodiffusion
Word DOES NOT exists in WordNet
*****************
index:  858 keywords:  benchmark
Word exists in WordNet
*****************
j:  895
initial key:  T895
j:  896
key:  T896
j:  897
key:  T897
j:  898
key:  T898
index:  859 keywords:  soret
Word DOES NOT exists in WordNet
*****************
index:  860 keywords:  iss
Word DOES NOT exists in WordNet
*****************
index:  861 keywords:  accretion
Word exists in WordNet
*****************
j:  898
initial key:  T898
j:  899
key:  T899
j:  900
key:  T900
j:  901
key:  T901
index:  862 keywords:  accretion disks
Word DOES NOT exists in WordNet
*****************
index:  863 keywords:  black hole physics
Word DOES NOT exists in WordNet
*****************
index:  864 keywords:  stars: black holes
Word DOES NOT exists in WordNet
*****************
index:  865 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  866 keywords:  x rays: individual (maxi j1535)
Word DOES NOT exists in WordNet
*****************
index:  867 keywords:  x ray binaries
Word DOES NOT exists in WordNet
*****************
index:  868 keywords:  black hole candidates
Word DOES NOT exists in WordNet
*****************
index:  869 keywords:  xte j1550 564
Word DOES NOT exists in WordNet
*****************
index:  870 keywords:  gx 339 4
Word DOES NOT exists in WordNet
*****************
index:  871 keywords:  timing properties
Word DOES NOT exists in WordNet
*****************
index:  872 keywords:  behavior
Word exists in WordNet
*****************
j:  901
initial key:  T901
j:  902
key:  T902
j:  903
key:  T903
j:  904
key:  T904
index:  873 keywords:  environment
Word exists in WordNet
*****************
j:  904
initial key:  T904
j:  905
key:  T905
j:  906
key:  T906
j:  907
key:  T907
index:  874 keywords:  parameters
Word DOES NOT exists in WordNet
*****************
index:  875 keywords:  spectrum
Word exists in WordNet
*****************
j:  907
initial key:  T907
j:  908
key:  T908
j:  909
key:  T909
j:  910
key:  T910
index:  876 keywords:  features
Word DOES NOT exists in WordNet
*****************
index:  877 keywords:  electron microscopy
Word exists in WordNet
*****************
j:  910
initial key:  T910
j:  911
key:  T911
j:  912
key:  T912
j:  913
key:  T913
index:  878 keywords:  immunohistochemistry
Word exists in WordNet
*****************
j:  913
initial key:  T913
j:  914
key:  T914
j:  915
key:  T915
j:  916
key:  T916
index:  879 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  880 keywords:  protein expression
Word DOES NOT exists in WordNet
*****************
index:  881 keywords:  salivary gland structure
Word DOES NOT exists in WordNet
*****************
index:  882 keywords:  parotid secretory protein
Word DOES NOT exists in WordNet
*****************
index:  883 keywords:  weight bearing bones
Word DOES NOT exists in WordNet
*****************
index:  884 keywords:  cyclic amp
Word DOES NOT exists in WordNet
*****************
index:  885 keywords:  salivary glands
Word DOES NOT exists in WordNet
*****************
index:  886 keywords:  acinar cells
Word DOES NOT exists in WordNet
*****************
index:  887 keywords:  rat
Word exists in WordNet
*****************
j:  916
initial key:  T916
j:  917
key:  T917
j:  918
key:  T918
j:  919
key:  T919
index:  888 keywords:  expression
Word exists in WordNet
*****************
j:  919
initial key:  T919
j:  920
key:  T920
j:  921
key:  T921
j:  922
key:  T922
index:  889 keywords:  kinase
Word exists in WordNet
*****************
j:  922
initial key:  T922
j:  923
key:  T923
j:  924
key:  T924
j:  925
key:  T925
index:  890 keywords:  psp
Word DOES NOT exists in WordNet
*****************
index:  891 keywords:  modeled microgravity
Word DOES NOT exists in WordNet
*****************
index:  892 keywords:  gene
Word exists in WordNet
*****************
j:  925
initial key:  T925
j:  926
key:  T926
j:  927
key:  T927
j:  928
key:  T928
index:  893 keywords:  virulence
Word exists in WordNet
*****************
j:  928
initial key:  T928
j:  929
key:  T929
j:  930
key:  T930
j:  931
key:  T931
index:  894 keywords:  space
Word exists in WordNet
*****************
j:  931
initial key:  T931
j:  932
key:  T932
j:  933
key:  T933
j:  934
key:  T934
index:  895 keywords:  expression
Word exists in WordNet
*****************
j:  934
initial key:  T934
j:  935
key:  T935
j:  936
key:  T936
j:  937
key:  T937
index:  896 keywords:  mutations
Word DOES NOT exists in WordNet
*****************
index:  897 keywords:  networks
Word DOES NOT exists in WordNet
*****************
index:  898 keywords:  kegg
Word DOES NOT exists in WordNet
*****************
index:  899 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  900 keywords:  stars: oscillations
Word DOES NOT exists in WordNet
*****************
index:  901 keywords:  stars: rotation
Word DOES NOT exists in WordNet
*****************
index:  902 keywords:  x rays: binaries x rays: individual (gs 1826,238)
Word DOES NOT exists in WordNet
*****************
index:  903 keywords:  quasi periodic oscillations
Word DOES NOT exists in WordNet
*****************
index:  904 keywords:  x ray bursts
Word DOES NOT exists in WordNet
*****************
index:  905 keywords:  accreting neutron stars
Word DOES NOT exists in WordNet
*****************
index:  906 keywords:  binary 4u 1636 53
Word DOES NOT exists in WordNet
*****************
index:  907 keywords:  frequency
Word exists in WordNet
*****************
j:  937
initial key:  T937
j:  938
key:  T938
j:  939
key:  T939
j:  940
key:  T940
index:  908 keywords:  flashes
Word DOES NOT exists in WordNet
*****************
index:  909 keywords:  gs 1826 24
Word DOES NOT exists in WordNet
*****************
index:  910 keywords:  emission
Word exists in WordNet
*****************
j:  940
initial key:  T940
j:  941
key:  T941
j:  942
key:  T942
j:  943
key:  T943
index:  911 keywords:  ignition
Word exists in WordNet
*****************
j:  943
initial key:  T943
j:  944
key:  T944
j:  945
key:  T945
j:  946
key:  T946
index:  912 keywords:  latitude
Word exists in WordNet
*****************
j:  946
initial key:  T946
j:  947
key:  T947
j:  948
key:  T948
j:  949
key:  T949
index:  913 keywords:  focal adhesion kinase
Word DOES NOT exists in WordNet
*****************
index:  914 keywords:  lower limb suspension
Word DOES NOT exists in WordNet
*****************
index:  915 keywords:  cross sectional area
Word DOES NOT exists in WordNet
*****************
index:  916 keywords:  human triceps surae
Word DOES NOT exists in WordNet
*****************
index:  917 keywords:  bed rest
Word exists in WordNet
*****************
j:  949
initial key:  T949
j:  950
key:  T950
j:  951
key:  T951
j:  952
key:  T952
index:  918 keywords:  proteomic profile
Word DOES NOT exists in WordNet
*****************
index:  919 keywords:  protein synthesis
Word DOES NOT exists in WordNet
*****************
index:  920 keywords:  over expression
Word DOES NOT exists in WordNet
*****************
index:  921 keywords:  active recovery
Word DOES NOT exists in WordNet
*****************
index:  922 keywords:  receptor alpha
Word DOES NOT exists in WordNet
*****************
index:  923 keywords:  natural convection
Word DOES NOT exists in WordNet
*****************
index:  924 keywords:  geoflow experiment
Word DOES NOT exists in WordNet
*****************
index:  925 keywords:  microwave
Word exists in WordNet
*****************
j:  952
initial key:  T952
j:  953
key:  T953
j:  954
key:  T954
j:  955
key:  T955
index:  926 keywords:  flow
Word exists in WordNet
*****************
j:  955
initial key:  T955
j:  956
key:  T956
j:  957
key:  T957
j:  958
key:  T958
index:  927 keywords:  rapidscat
Word DOES NOT exists in WordNet
*****************
index:  928 keywords:  quiks cat
Word DOES NOT exists in WordNet
*****************
index:  929 keywords:  radar cross section
Word DOES NOT exists in WordNet
*****************
index:  930 keywords:  scatterometer cross calibration
Word DOES NOT exists in WordNet
*****************
index:  931 keywords:  geophysical model function
Word DOES NOT exists in WordNet
*****************
index:  932 keywords:  cross calibration
Word DOES NOT exists in WordNet
*****************
index:  933 keywords:  scatterometer
Word DOES NOT exists in WordNet
*****************
index:  934 keywords:  quikscat
Word DOES NOT exists in WordNet
*****************
index:  935 keywords:  oceansat 2
Word DOES NOT exists in WordNet
*****************
index:  936 keywords:  targets
Word DOES NOT exists in WordNet
*****************
index:  937 keywords:  gamma rays: general
Word DOES NOT exists in WordNet
*****************
index:  938 keywords:  instrumentation: detectors
Word DOES NOT exists in WordNet
*****************
index:  939 keywords:  methods: data analysis
Word DOES NOT exists in WordNet
*****************
index:  940 keywords:  fermi lat observations
Word DOES NOT exists in WordNet
*****************
index:  941 keywords:  aspergillus niger
Word DOES NOT exists in WordNet
*****************
index:  942 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  943 keywords:  phylogenetic analysis
Word DOES NOT exists in WordNet
*****************
index:  944 keywords:  proteomics
Word exists in WordNet
*****************
j:  958
initial key:  T958
j:  959
key:  T959
j:  960
key:  T960
j:  961
key:  T961
index:  945 keywords:  transcriptional activator xlnr
Word DOES NOT exists in WordNet
*****************
index:  946 keywords:  ionizing radiation
Word exists in WordNet
*****************
j:  961
initial key:  T961
j:  962
key:  T962
j:  963
key:  T963
j:  964
key:  T964
index:  947 keywords:  gene expression
Word exists in WordNet
*****************
j:  964
initial key:  T964
j:  965
key:  T965
j:  966
key:  T966
j:  967
key:  T967
index:  948 keywords:  saccharomyces cerevisiae
Word exists in WordNet
*****************
j:  967
initial key:  T967
j:  968
key:  T968
j:  969
key:  T969
j:  970
key:  T970
index:  949 keywords:  microbial contamination
Word DOES NOT exists in WordNet
*****************
index:  950 keywords:  comparative genomics
Word DOES NOT exists in WordNet
*****************
index:  951 keywords:  fission yeast
Word DOES NOT exists in WordNet
*****************
index:  952 keywords:  cell wall
Word exists in WordNet
*****************
j:  970
initial key:  T970
j:  971
key:  T971
j:  972
key:  T972
j:  973
key:  T973
index:  953 keywords:  responses
Word DOES NOT exists in WordNet
*****************
index:  954 keywords:  fungi
Word exists in WordNet
*****************
j:  973
initial key:  T973
j:  974
key:  T974
j:  975
key:  T975
j:  976
key:  T976
index:  955 keywords:  arabidopsis
Word exists in WordNet
*****************
j:  976
initial key:  T976
j:  977
key:  T977
j:  978
key:  T978
j:  979
key:  T979
index:  956 keywords:  cell growth
Word DOES NOT exists in WordNet
*****************
index:  957 keywords:  cell proliferation
Word DOES NOT exists in WordNet
*****************
index:  958 keywords:  fractional gravity
Word DOES NOT exists in WordNet
*****************
index:  959 keywords:  spaceflight
Word exists in WordNet
*****************
j:  979
initial key:  T979
j:  980
key:  T980
j:  981
key:  T981
j:  982
key:  T982
index:  960 keywords:  tropisms
Word DOES NOT exists in WordNet
*****************
index:  961 keywords:  arabidopsis thaliana
Word exists in WordNet
*****************
j:  982
initial key:  T982
j:  983
key:  T983
j:  984
key:  T984
j:  985
key:  T985
index:  962 keywords:  phototropic response
Word DOES NOT exists in WordNet
*****************
index:  963 keywords:  gravity
Word exists in WordNet
*****************
j:  985
initial key:  T985
j:  986
key:  T986
j:  987
key:  T987
j:  988
key:  T988
index:  964 keywords:  proliferation
Word exists in WordNet
*****************
j:  988
initial key:  T988
j:  989
key:  T989
j:  990
key:  T990
j:  991
key:  T991
index:  965 keywords:  system
Word exists in WordNet
*****************
j:  991
initial key:  T991
j:  992
key:  T992
j:  993
key:  T993
j:  994
key:  T994
index:  966 keywords:  growth
Word exists in WordNet
*****************
j:  994
initial key:  T994
j:  995
key:  T995
j:  996
key:  T996
j:  997
key:  T997
index:  967 keywords:  space
Word exists in WordNet
*****************
j:  997
initial key:  T997
j:  998
key:  T998
j:  999
key:  T999
j:  1000
key:  T1000
index:  968 keywords:  spaceflight
Word exists in WordNet
*****************
j:  1000
initial key:  T1000
j:  1001
key:  T1001
j:  1002
key:  T1002
j:  1003
key:  T1003
index:  969 keywords:  ocular tissue
Word DOES NOT exists in WordNet
*****************
index:  970 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  971 keywords:  artificial gravity
Word DOES NOT exists in WordNet
*****************
index:  972 keywords:  apoptosis
Word exists in WordNet
*****************
j:  1003
initial key:  T1003
j:  1004
key:  T1004
j:  1005
key:  T1005
j:  1006
key:  T1006
index:  973 keywords:  proteomics
Word exists in WordNet
*****************
j:  1006
initial key:  T1006
j:  1007
key:  T1007
j:  1008
key:  T1008
j:  1009
key:  T1009
index:  974 keywords:  oxidative stress
Word DOES NOT exists in WordNet
*****************
index:  975 keywords:  williams syndrome
Word exists in WordNet
*****************
j:  1009
initial key:  T1009
j:  1010
key:  T1010
j:  1011
key:  T1011
j:  1012
key:  T1012
index:  976 keywords:  protein
Word exists in WordNet
*****************
j:  1012
initial key:  T1012
j:  1013
key:  T1013
j:  1014
key:  T1014
j:  1015
key:  T1015
index:  977 keywords:  mecp2
Word DOES NOT exists in WordNet
*****************
index:  978 keywords:  clip 115
Word DOES NOT exists in WordNet
*****************
index:  979 keywords:  brain
Word exists in WordNet
*****************
j:  1015
initial key:  T1015
j:  1016
key:  T1016
j:  1017
key:  T1017
j:  1018
key:  T1018
index:  980 keywords:  anthropometry
Word exists in WordNet
*****************
j:  1018
initial key:  T1018
j:  1019
key:  T1019
j:  1020
key:  T1020
j:  1021
key:  T1021
index:  981 keywords:  body weight
Word exists in WordNet
*****************
j:  1021
initial key:  T1021
j:  1022
key:  T1022
j:  1023
key:  T1023
j:  1024
key:  T1024
index:  982 keywords:  spaceflight associated neuroocular syndrome
Word DOES NOT exists in WordNet
*****************
index:  983 keywords:  space flight
Word DOES NOT exists in WordNet
*****************
index:  984 keywords:  pressure
Word exists in WordNet
*****************
j:  1024
initial key:  T1024
j:  1025
key:  T1025
j:  1026
key:  T1026
j:  1027
key:  T1027
index:  985 keywords:  stars: neutron
Word DOES NOT exists in WordNet
*****************
index:  986 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  987 keywords:  x rays: individual (swift j1756.9 2508)
Word DOES NOT exists in WordNet
*****************
index:  988 keywords:  long term evolution
Word DOES NOT exists in WordNet
*****************
index:  989 keywords:  sax j1808.4 3658
Word DOES NOT exists in WordNet
*****************
index:  990 keywords:  orbital evolution
Word DOES NOT exists in WordNet
*****************
index:  991 keywords:  igr j00291+5934
Word DOES NOT exists in WordNet
*****************
index:  992 keywords:  timing properties
Word DOES NOT exists in WordNet
*****************
index:  993 keywords:  spin
Word exists in WordNet
*****************
j:  1027
initial key:  T1027
j:  1028
key:  T1028
j:  1029
key:  T1029
j:  1030
key:  T1030
index:  994 keywords:  discovery
Word exists in WordNet
*****************
j:  1030
initial key:  T1030
j:  1031
key:  T1031
j:  1032
key:  T1032
j:  1033
key:  T1033
index:  995 keywords:  space shuttle
Word exists in WordNet
*****************
j:  1033
initial key:  T1033
j:  1034
key:  T1034
j:  1035
key:  T1035
j:  1036
key:  T1036
index:  996 keywords:  oxygen
Word exists in WordNet
*****************
j:  1036
initial key:  T1036
j:  1037
key:  T1037
j:  1038
key:  T1038
j:  1039
key:  T1039
index:  997 keywords:  carbon dioxide
Word exists in WordNet
*****************
j:  1039
initial key:  T1039
j:  1040
key:  T1040
j:  1041
key:  T1041
j:  1042
key:  T1042
index:  998 keywords:  extravehicular activity
Word DOES NOT exists in WordNet
*****************
index:  999 keywords:  astronauts
Word DOES NOT exists in WordNet
*****************
index:  1000 keywords:  space adaptation
Word DOES NOT exists in WordNet
*****************
index:  1001 keywords:  decompression sickness
Word exists in WordNet
*****************
j:  1042
initial key:  T1042
j:  1043
key:  T1043
j:  1044
key:  T1044
j:  1045
key:  T1045
index:  1002 keywords:  adaptation
Word exists in WordNet
*****************
j:  1045
initial key:  T1045
j:  1046
key:  T1046
j:  1047
key:  T1047
j:  1048
key:  T1048
index:  1003 keywords:  gender
Word exists in WordNet
*****************
j:  1048
initial key:  T1048
j:  1049
key:  T1049
j:  1050
key:  T1050
j:  1051
key:  T1051
index:  1004 keywords:  sex
Word exists in WordNet
*****************
j:  1051
initial key:  T1051
j:  1052
key:  T1052
j:  1053
key:  T1053
j:  1054
key:  T1054
index:  1005 keywords:  exploration
Word exists in WordNet
*****************
j:  1054
initial key:  T1054
j:  1055
key:  T1055
j:  1056
key:  T1056
j:  1057
key:  T1057
index:  1006 keywords:  functional performance
Word DOES NOT exists in WordNet
*****************
index:  1007 keywords:  spaceflight
Word exists in WordNet
*****************
j:  1057
initial key:  T1057
j:  1058
key:  T1058
j:  1059
key:  T1059
j:  1060
key:  T1060
index:  1008 keywords:  bed rest
Word exists in WordNet
*****************
j:  1060
initial key:  T1060
j:  1061
key:  T1061
j:  1062
key:  T1062
j:  1063
key:  T1063
index:  1009 keywords:  sensorimotor
Word exists in WordNet
*****************
j:  1063
initial key:  T1063
j:  1064
key:  T1064
j:  1065
key:  T1065
index:  1010 keywords:  countermeasure
Word exists in WordNet
*****************
j:  1065
initial key:  T1065
j:  1066
key:  T1066
j:  1067
key:  T1067
j:  1068
key:  T1068
index:  1011 keywords:  duration space flight
Word DOES NOT exists in WordNet
*****************
index:  1012 keywords:  spatial orientation
Word DOES NOT exists in WordNet
*****************
index:  1013 keywords:  treadmill walking
Word DOES NOT exists in WordNet
*****************
index:  1014 keywords:  recovery
Word exists in WordNet
*****************
j:  1068
initial key:  T1068
j:  1069
key:  T1069
j:  1070
key:  T1070
j:  1071
key:  T1071
index:  1015 keywords:  strategies
Word DOES NOT exists in WordNet
*****************
index:  1016 keywords:  fall
Word exists in WordNet
*****************
j:  1071
initial key:  T1071
j:  1072
key:  T1072
j:  1073
key:  T1073
j:  1074
key:  T1074
index:  1017 keywords:  functional tests
Word DOES NOT exists in WordNet
*****************
index:  1018 keywords:  body unloading
Word DOES NOT exists in WordNet
*****************
index:  1019 keywords:  exercise countermeasures
Word DOES NOT exists in WordNet
*****************
index:  1020 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  1021 keywords:  bed rest
Word exists in WordNet
*****************
j:  1074
initial key:  T1074
j:  1075
key:  T1075
j:  1076
key:  T1076
j:  1077
key:  T1077
index:  1022 keywords:  spaceflight
Word exists in WordNet
*****************
j:  1077
initial key:  T1077
j:  1078
key:  T1078
j:  1079
key:  T1079
j:  1080
key:  T1080
index:  1023 keywords:  long duration spaceflight
Word DOES NOT exists in WordNet
*****************
index:  1024 keywords:  neuromuscular activation patterns
Word DOES NOT exists in WordNet
*****************
index:  1025 keywords:  vestibular nucleus neurons
Word DOES NOT exists in WordNet
*****************
index:  1026 keywords:  simple aiming task
Word DOES NOT exists in WordNet
*****************
index:  1027 keywords:  space flight
Word DOES NOT exists in WordNet
*****************
index:  1028 keywords:  orthostatic intolerance
Word DOES NOT exists in WordNet
*****************
index:  1029 keywords:  treadmill walking
Word DOES NOT exists in WordNet
*****************
index:  1030 keywords:  skeletal muscle
Word exists in WordNet
*****************
j:  1080
initial key:  T1080
j:  1081
key:  T1081
j:  1082
key:  T1082
j:  1083
key:  T1083
index:  1031 keywords:  term spaceflight
Word DOES NOT exists in WordNet
*****************
index:  1032 keywords:  balance control
Word DOES NOT exists in WordNet
*****************
index:  1033 keywords:  gamma rays: general
Word DOES NOT exists in WordNet
*****************
index:  1034 keywords:  gravitational waves
Word DOES NOT exists in WordNet
*****************
index:  1035 keywords:  methods: observational
Word DOES NOT exists in WordNet
*****************
index:  1036 keywords:  neutron star mergers
Word DOES NOT exists in WordNet
*****************
index:  1037 keywords:  bursts
Word DOES NOT exists in WordNet
*****************
index:  1038 keywords:  signatures
Word DOES NOT exists in WordNet
*****************
index:  1039 keywords:  emission
Word exists in WordNet
*****************
j:  1083
initial key:  T1083
j:  1084
key:  T1084
j:  1085
key:  T1085
j:  1086
key:  T1086
index:  1040 keywords:  accretion
Word exists in WordNet
*****************
j:  1086
initial key:  T1086
j:  1087
key:  T1087
j:  1088
key:  T1088
j:  1089
key:  T1089
index:  1041 keywords:  accretion disks
Word DOES NOT exists in WordNet
*****************
index:  1042 keywords:  pulsars: individual (swift j0243.6+6124)
Word DOES NOT exists in WordNet
*****************
index:  1043 keywords:  x rays: binaries
Word DOES NOT exists in WordNet
*****************
index:  1044 keywords:  magnetized neutron stars
Word DOES NOT exists in WordNet
*****************
index:  1045 keywords:  ngc 7793 p13
Word DOES NOT exists in WordNet
*****************
index:  1046 keywords:  timing explorer
Word DOES NOT exists in WordNet
*****************
index:  1047 keywords:  accretion luminosity
Word DOES NOT exists in WordNet
*****************
index:  1048 keywords:  scattering feature
Word DOES NOT exists in WordNet
*****************
index:  1049 keywords:  binaries
Word DOES NOT exists in WordNet
*****************
index:  1050 keywords:  discovery
Word exists in WordNet
*****************
j:  1089
initial key:  T1089
j:  1090
key:  T1090
j:  1091
key:  T1091
j:  1092
key:  T1092
index:  1051 keywords:  fields
Word exists in WordNet
*****************
j:  1092
initial key:  T1092
j:  1093
key:  T1093
j:  1094
key:  T1094
index:  1052 keywords:  line
Word exists in WordNet
*****************
j:  1094
initial key:  T1094
j:  1095
key:  T1095
j:  1096
key:  T1096
j:  1097
key:  T1097
index:  1053 keywords:  outbursts
Word DOES NOT exists in WordNet
*****************
index:  1054 keywords:  gamma ray burst: individual (grb 170817a)
Word DOES NOT exists in WordNet
*****************
index:  1055 keywords:  gravitational waves
Word DOES NOT exists in WordNet
*****************
index:  1056 keywords:  methods: observational
Word DOES NOT exists in WordNet
*****************
index:  1057 keywords:  slit camera gsc
Word DOES NOT exists in WordNet
*****************
index:  1058 keywords:  ray
Word exists in WordNet
*****************
j:  1097
initial key:  T1097
j:  1098
key:  T1098
j:  1099
key:  T1099
j:  1100
key:  T1100
index:  1059 keywords:  space radiation protection
Word DOES NOT exists in WordNet
*****************
index:  1060 keywords:  shielding spacesuit
Word DOES NOT exists in WordNet
*****************
index:  1061 keywords:  resource optimization
Word DOES NOT exists in WordNet
*****************
index:  1062 keywords:  solar particle events
Word DOES NOT exists in WordNet
*****************
index:  1063 keywords:  interplanetary missions
Word DOES NOT exists in WordNet
*****************
index:  1064 keywords:  international space station
Word DOES NOT exists in WordNet
*****************
index:  1065 keywords:  proton event fluences
Word DOES NOT exists in WordNet
*****************
index:  1066 keywords:  low earth orbit
Word DOES NOT exists in WordNet
*****************
index:  1067 keywords:  space radiation
Word DOES NOT exists in WordNet
*****************
index:  1068 keywords:  probability model
Word DOES NOT exists in WordNet
*****************
index:  1069 keywords:  environment
Word exists in WordNet
*****************
j:  1100
initial key:  T1100
j:  1101
key:  T1101
j:  1102
key:  T1102
j:  1103
key:  T1103
index:  1070 keywords:  simulation
Word exists in WordNet
*****************
j:  1103
initial key:  T1103
j:  1104
key:  T1104
j:  1105
key:  T1105
j:  1106
key:  T1106
index:  1071 keywords:  physics
Word exists in WordNet
*****************
j:  1106
initial key:  T1106
j:  1107
key:  T1107
j:  1108
key:  T1108
j:  1109
key:  T1109
index:  1072 keywords:  design
Word exists in WordNet
*****************
j:  1109
initial key:  T1109
j:  1110
key:  T1110
j:  1111
key:  T1111
j:  1112
key:  T1112
index:  1073 keywords:  shield
Word exists in WordNet
*****************
j:  1112
initial key:  T1112
j:  1113
key:  T1113
j:  1114
key:  T1114
j:  1115
key:  T1115
index:  1074 keywords:  auxin efflux carrier
Word DOES NOT exists in WordNet
*****************
index:  1075 keywords:  fixatives
Word DOES NOT exists in WordNet
*****************
index:  1076 keywords:  immunohistochemistry
Word exists in WordNet
*****************
j:  1115
initial key:  T1115
j:  1116
key:  T1116
j:  1117
key:  T1117
j:  1118
key:  T1118
index:  1077 keywords:  pisum sativum
Word exists in WordNet
*****************
j:  1118
initial key:  T1118
j:  1119
key:  T1119
j:  1120
key:  T1120
j:  1121
key:  T1121
index:  1078 keywords:  space experiment
Word DOES NOT exists in WordNet
*****************
index:  1079 keywords:  zea mays
Word exists in WordNet
*****************
j:  1121
initial key:  T1121
j:  1122
key:  T1122
j:  1123
key:  T1123
j:  1124
key:  T1124
index:  1080 keywords:  etiolated pea seedlings
Word DOES NOT exists in WordNet
*****************
index:  1081 keywords:  early growth stage
Word DOES NOT exists in WordNet
*****************
index:  1082 keywords:  cucumber seedlings
Word DOES NOT exists in WordNet
*****************
index:  1083 keywords:  microgravity conditions
Word DOES NOT exists in WordNet
*****************
index:  1084 keywords:  cytochemical localization
Word DOES NOT exists in WordNet
*****************
index:  1085 keywords:  3 dimensional clinostat
Word DOES NOT exists in WordNet
*****************
index:  1086 keywords:  gravitropic response
Word DOES NOT exists in WordNet
*****************
index:  1087 keywords:  space
Word exists in WordNet
*****************
j:  1124
initial key:  T1124
j:  1125
key:  T1125
j:  1126
key:  T1126
j:  1127
key:  T1127
index:  1088 keywords:  plants
Word DOES NOT exists in WordNet
*****************
index:  1089 keywords:  morphogenesis
Word exists in WordNet
*****************
j:  1127
initial key:  T1127
j:  1128
key:  T1128
j:  1129
key:  T1129
j:  1130
key:  T1130
index:  1090 keywords:  local extinction
Word DOES NOT exists in WordNet
*****************
index:  1091 keywords:  pulsating diffusion flame
Word DOES NOT exists in WordNet
*****************
index:  1092 keywords:  microgravity droplet combustion
Word DOES NOT exists in WordNet
*****************
index:  1093 keywords:  negative temperature coefficient
Word DOES NOT exists in WordNet
*****************
index:  1094 keywords:  cool flame
Word DOES NOT exists in WordNet
*****************
index:  1095 keywords:  n heptane
Word DOES NOT exists in WordNet
*****************
index:  1096 keywords:  droplet combustion
Word DOES NOT exists in WordNet
*****************
index:  1097 keywords:  radiation
Word exists in WordNet
*****************
j:  1130
initial key:  T1130
j:  1131
key:  T1131
j:  1132
key:  T1132
j:  1133
key:  T1133
index:  1098 keywords:  dosimetry
Word exists in WordNet
*****************
j:  1133
initial key:  T1133
j:  1134
key:  T1134
j:  1135
key:  T1135
j:  1136
key:  T1136
index:  1099 keywords:  acoustic waves
Word DOES NOT exists in WordNet
*****************
index:  1100 keywords:  deprived areas
Word DOES NOT exists in WordNet
*****************
index:  1101 keywords:  global south
Word DOES NOT exists in WordNet
*****************
index:  1102 keywords:  international space station (iss) nighttime light (ntl) images
Word DOES NOT exists in WordNet
*****************
index:  1103 keywords:  slums
Word DOES NOT exists in WordNet
*****************
index:  1104 keywords:  urban remote sensing
Word DOES NOT exists in WordNet
*****************
index:  1105 keywords:  satellite imagery
Word DOES NOT exists in WordNet
*****************
index:  1106 keywords:  china
Word exists in WordNet
*****************
j:  1136
initial key:  T1136
j:  1137
key:  T1137
j:  1138
key:  T1138
index:  1107 keywords:  dmsp
Word DOES NOT exists in WordNet
*****************
index:  1108 keywords:  flame spread
Word DOES NOT exists in WordNet
*****************
index:  1109 keywords:  droplet cloud
Word DOES NOT exists in WordNet
*****************
index:  1110 keywords:  group combustion
Word DOES NOT exists in WordNet
*****************
index:  1111 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  1112 keywords:  combustion experiments aboard
Word DOES NOT exists in WordNet
*****************
index:  1113 keywords:  fuel
Word exists in WordNet
*****************
j:  1138
initial key:  T1138
j:  1139
key:  T1139
j:  1140
key:  T1140
j:  1141
key:  T1141
index:  1114 keywords:  arrays
Word DOES NOT exists in WordNet
*****************
index:  1115 keywords:  propagation
Word exists in WordNet
*****************
j:  1141
initial key:  T1141
j:  1142
key:  T1142
j:  1143
key:  T1143
j:  1144
key:  T1144
index:  1116 keywords:  generation
Word exists in WordNet
*****************
j:  1144
initial key:  T1144
j:  1145
key:  T1145
j:  1146
key:  T1146
j:  1147
key:  T1147
index:  1117 keywords:  spray
Word exists in WordNet
*****************
j:  1147
initial key:  T1147
j:  1148
key:  T1148
j:  1149
key:  T1149
j:  1150
key:  T1150
index:  1118 keywords:  droplet combustion
Word DOES NOT exists in WordNet
*****************
index:  1119 keywords:  radiative extinction
Word DOES NOT exists in WordNet
*****************
index:  1120 keywords:  n alkanes
Word DOES NOT exists in WordNet
*****************
index:  1121 keywords:  microgravity
Word DOES NOT exists in WordNet
*****************
index:  1122 keywords:  spherical diffusion flames
Word DOES NOT exists in WordNet
*****************
index:  1123 keywords:  cool flames
Word DOES NOT exists in WordNet
*****************
index:  1124 keywords:  combustion
Word exists in WordNet
*****************
j:  1150
initial key:  T1150
j:  1151
key:  T1151
j:  1152
key:  T1152
j:  1153
key:  T1153
index:  1125 keywords:  heptane
Word exists in WordNet
*****************
j:  1153
initial key:  T1153
j:  1154
key:  T1154
j:  1155
key:  T1155
j:  1156
key:  T1156

In [39]:
df_topic.head(10)


Out[39]:
key type topic_title definition reference wordnet_ID
0 T1 topic Two regimes of a single n-heptane droplet comb... combustion 13450206-n
1 T2 topic combustion a process in which a substance reacts with oxy... 13450206-n
2 T3 cluster oxidation the process of oxidizing; the addition of oxyg... 13530408-n
3 T4 topic Two regimes of a single n-heptane droplet comb... droplet 13771828-n
4 T5 topic droplet a tiny drop 13771828-n
5 T6 cluster drop a shape that is spherical and small 13901585-n
6 T7 topic Two regimes of a single n-heptane droplet comb... diffusion 13465530-n
7 T8 topic diffusion (physics) the process in which there is moveme... 13465530-n
8 T9 cluster natural_process a process existing in or produced by nature (r... 13518963-n
9 T10 topic Desert cyanobacteria under space and planetary... life_support 03664159-n

In [40]:
df_topic[df_topic['type'] == 'cluster'].shape[0]


Out[40]:
379

In [41]:
df_topic[df_topic['key'] == 'T264']


Out[41]:
key type topic_title definition reference wordnet_ID
263 T264 topic perception the representation of what is perceived; basic... 05930136-n

In [42]:
df_topic[df_topic['definition'].str.contains('^ab', regex=True)]


Out[42]:
key type topic_title definition reference wordnet_ID
35 T36 topic Photolysis of Cometary Organic Dust Analogs on... absorption 13423922-n
190 T191 topic The 11 yr of low activity of the magnetar XTE ... absorption 13423922-n
223 T224 topic 3D Printing in Zero G Technology Demonstration... abs 14592028-n
720 T721 topic X-Ray, Optical, and Near-infrared Monitoring o... absorption 13423922-n

In [43]:
df_topic[df_topic['key'] == 'T204']


Out[43]:
key type topic_title definition reference wordnet_ID
203 T204 topic spaceflight a voyage outside the Earth's atmosphere 00313502-n

In [44]:
df_topic[df_topic['topic_title'].str.contains('device', regex=True)]


Out[44]:
key type topic_title definition reference wordnet_ID
176 T177 topic devices an inclination or desire; used in the plural i... 06198876-n
359 T360 cluster device an instrumentality invented for a particular p... 03183080-n
782 T783 cluster device an instrumentality invented for a particular p... 03183080-n

In [45]:
df_topic[df_topic['key'].isin(['T176','T177', 'T178'])]


Out[45]:
key type topic_title definition reference wordnet_ID
175 T176 topic Chemiluminescence-based biosensor for monitori... devices 06198876-n
176 T177 topic devices an inclination or desire; used in the plural i... 06198876-n
177 T178 cluster inclination an attitude of mind especially one that favors... 06196584-n

In [46]:
df_topic[df_topic['key'].isin(['T358','T359', 'T360'])]


Out[46]:
key type topic_title definition reference wordnet_ID
357 T358 topic Towards Understanding the Origin of Cosmic-Ray... detector 03180969-n
358 T359 topic detector any device that receives a signal or stimulus ... 03180969-n
359 T360 cluster device an instrumentality invented for a particular p... 03183080-n

In [47]:
df_topic[df_topic['key'].isin(['T781','T782', 'T783'])]


Out[47]:
key type topic_title definition reference wordnet_ID
780 T781 topic REMOTE ECHOGRAPHY BETWEEN A GROUND CONTROL CEN... remote_control 04074963-n
781 T782 topic remote_control a device that can be used to control a machine... 04074963-n
782 T783 cluster device an instrumentality invented for a particular p... 03183080-n

In [48]:
# df_topic.to_csv('20200122_df_topic.csv', index=None)

In [49]:
list_of_duplicated_topic_titles = \
df_topic[(df_topic.duplicated('topic_title')) 
         & (df_topic['type'] == 'cluster')
#          & (df_topic['topic_title'].str.contains('^device', regex=True))
        ]['topic_title'].values.tolist()

In [53]:
# list_of_duplicated_topic_titles

In [51]:
df_topic[(df_topic['topic_title'].str.contains('device'))]


Out[51]:
key type topic_title definition reference wordnet_ID
176 T177 topic devices an inclination or desire; used in the plural i... 06198876-n
359 T360 cluster device an instrumentality invented for a particular p... 03183080-n
782 T783 cluster device an instrumentality invented for a particular p... 03183080-n

In [52]:
df_topic[df_topic['topic_title'].str.contains('measurement')]


Out[52]:
key type topic_title definition reference wordnet_ID
1019 T1020 cluster measurement the act or process of assigning numbers to phe... 00996969-n
1134 T1135 cluster measurement the act or process of assigning numbers to phe... 00996969-n

In [ ]: