Lda topics on nasa Pits

[amritbhanu]

Lda topics on nasa Pits

[amritbhanu]

Experiment 2

• Words greater than 5
• Extracted those logs whose severity is 2, and discarded the others

Top 30 Topics

TOPIC 0
latch   0.04296334939486119
close   0.03775588868064399
bound   0.015289302880046587
defin   0.011485650045913074
build   0.011291443681479723
limit   0.011137415715298546
point   0.011038154738481448
monitor 0.010905894493565488
provid  0.010892680546767498
function    0.010817322767400172

TOPIC 1
updat   0.044510132369346395
engcntrl    0.02267504746919872
packet  0.021172558009450077
telemetri   0.014181863935712285
check   0.013229127826311455
contain 0.012393675391203942
follow  0.011913135853140046
valid   0.011261734414264826
baselin 0.010630357703077528
question    0.01044835608819319

TOPIC 2
engcntrl    0.21575717847054998
question    0.05147053105058905
pressur 0.04052312898875211
baselin 0.03962979329953389
paramet 0.03921709141759282
check   0.03293997675715105
sourc   0.02880633271329411
valid   0.028525223862820297
plenum  0.026959070139871574
number  0.023253343762793834

TOPIC 3
contain 0.009493985009117464
allow   0.009409136633628369
access  0.009357419360832803
includ  0.009300604526953816
verifi  0.009293125368650937
sourc   0.009203002131393731
telemetri   0.009196022947945852
current 0.009172229975575581
plenum  0.009158959614710322
chang   0.009030817538022798

TOPIC 4
interrupt   0.1259342162735302
illeg   0.08278783977799142
error   0.07449923912098239
engcntrl    0.06322179387947635
detect  0.03482335440301513
enabl   0.027086877848378443
flight  0.026555055682625332
indic   0.017648270595848854
sourc   0.017116530577894796
differ  0.016780991390209127

TOPIC 5
manag   0.010079589866698288
provid  0.009843771619717157
capabl  0.009321908845350326
eeprom  0.009319620211664582
discuss 0.00925796743984761
event   0.009238012528503394
suncrosscalib   0.009065843049641722
interrupt   0.00903662474157246
defin   0.009009865040983568
projecta    0.008899789621128909

TOPIC 6
variabl 0.009474521843427305
inconsist   0.009427665780559442
illeg   0.009164074710499069
disabl  0.00912798273924226
result  0.009073698978985705
control 0.009070518609257304
refer   0.009002734034292628
pressur 0.008976286439760053
receiv  0.008942624439315075
start   0.008922364215155009

TOPIC 7
specif  0.009541980036516786
question    0.009382104242981342
execut  0.009302951787012691
inertia 0.009276304543943297
sequenc 0.009236406922783715
switch  0.009128691762383189
discuss 0.009061479921439443
paramet 0.008908130324359925
identifi    0.008889498602600396
document    0.00887927728347143

TOPIC 8
event   0.010357056626764616
specifi 0.009539433604298118
variabl 0.009389335742752341
updat   0.009327333668352814
second  0.009292989626023866
bound   0.00925532466394645
write   0.00911116291184148
engcntrl    0.00905736740123587
refer   0.00904206281864103
build   0.009024457398406387

TOPIC 9
function    0.0731946241982215
result  0.02136670782850698
uplink  0.019218236372475425
enabl   0.01439511921246187
state   0.013636480070015092
defin   0.013194068091323043
analysi 0.012094723065542136
process 0.012064327729263986
second  0.011768282426045445
follow  0.011477941917589923

TOPIC 10
verifi  0.09444937899667975
initi   0.051339266792119816
verif   0.048920742083868374
messag  0.04184342678198856
error   0.028805397832264854
switch  0.027283340564706632
bootload    0.023818071449864933
flexelint   0.02309997399708012
follow  0.022148491245184677
constant    0.020661674742921077

TOPIC 11
fault   0.009717272311903561
revis   0.009696581191103648
state   0.009643623571233459
error   0.009501314636719906
variabl 0.009264241641335106
sourc   0.00919707713678771
section 0.00916527836059709
current 0.009065869876525637
equal   0.009049981290171564
bound   0.008969610035352219

TOPIC 12
inertia 0.010119232059026094
project 0.009653141486301899
bound   0.009399117770787623
baselin 0.009244423487196785
monitor 0.009134701037888639
detect  0.009125722183910915
plenum  0.009095084451764227
respons 0.009054089952672569
write   0.008976514429166855
follow  0.008968543251548243

TOPIC 13
index   0.134697786954609
variabl 0.07337106825317598
defin   0.06586570098680936
array   0.06270140516116851
float   0.027852798239896368
bound   0.02520550028187855
doubl   0.024175605232621338
capabl  0.02319245427427881
function    0.021637315867629826
event   0.02157378992004301

TOPIC 14
memori  0.10789801498857028
function    0.07245222176964765
error   0.03935168087807402
prioriti    0.0292154201419533
scrub   0.026767527812434164
eeprom  0.026710187518234466
address 0.017829512169083805
initi   0.01700911910173763
defin   0.015600816901373101
perform 0.012766515550189225

TOPIC 15
state   0.009747549299482985
voltag  0.009636135432820023
checksum    0.009633722920117428
flexelint   0.009514111173337933
messag  0.00941817602884363
transit 0.009235894400993285
interfac    0.009221295611087693
calcul  0.009169485820478487
allow   0.009148863276869241
procedur    0.009044979656269837

TOPIC 16
prioriti    0.009485009989161752
event   0.00939274739880475
specifi 0.009312727670354268
indic   0.009196164431531251
verifi  0.009191353426732501
design  0.009060432974206549
cardnumb    0.008740431378275307
follow  0.008711988532727314
projecta    0.008707117879164769
index   0.008691326763974216

TOPIC 17
verif   0.009727311476502009
index   0.009589285790146203
correct 0.00957458035450249
inconsist   0.00945494279996503
paramet 0.009416489065057314
process 0.009262255382543471
result  0.009130552300873373
checksum    0.009079966098062263
progress    0.009078250721625556
messag  0.009066151601962169

TOPIC 18
checksum    0.07504656044846399
subaddress  0.06568417117461715
calcul  0.0597104329572484
engcntrl    0.055923695033354794
check   0.05119730864679638
progress    0.04636352118423583
receiv  0.04535141267582219
bootload    0.03968296156981613
write   0.03941250927980981
process 0.030334424049742775

TOPIC 19
scrub   0.00998157315800137
verif   0.009443282316388347
switch  0.009263292893102834
invalid 0.009128949565881093
close   0.009049365288531104
result  0.009027730955605997
power   0.008994596758062485
contain 0.00898937768391405
flexelint   0.008967244215033518
event   0.00895169009859769

TOPIC 20
voltag  0.009420651937708266
correct 0.009322634697686063
sourc   0.009222356216014563
sroac   0.00918243129803163
engin   0.009166541637316573
project 0.009086221682777248
integr  0.009035122681997432
engcntrl    0.008979054243510504
identifi    0.008848340606120612
document    0.008713420982425652

TOPIC 21
inertia 0.010119396714568752
execut  0.009440483435357454
identifi    0.009427447995633435
plenum  0.00913464235312562
launch  0.009106348477590296
projecta    0.009087015902436825
float   0.009040098017375105
sntbl   0.009003352753460767
baselin 0.008917410570462582
check   0.008872512451334698

TOPIC 22
enabl   0.009389293742530716
execut  0.009277170174381634
current 0.00914867361426131
engcntrl    0.009127334188076442
provid  0.0090561239670902
bootload    0.008920027029170118
counter 0.008854817562713812
question    0.008854238742991507
checksum    0.008845583181292157
respons 0.008826069685283499

TOPIC 23
design  0.009702754008110404
respons 0.009279230050760949
interfac    0.0092151556168899
eeprom  0.009182417192974144
ignor   0.009079018410699125
check   0.009004314237790748
variabl 0.008994917246775987
checksum    0.008932604365467074
latch   0.008853273971442695
array   0.008821178030319876

TOPIC 24
ground  0.00933512646917572
engin   0.009318729334438482
telemetri   0.009296779570957774
pcontrol    0.009215680261828198
attitud 0.009126409595391759
state   0.009009389572536641
sntbl   0.008966815238670583
statu   0.008927006842642849
flight  0.008921445550873822
projecta    0.008907346650839648

TOPIC 25
pcontrol    0.11203891399554602
integr  0.03896119560593689
limit   0.017899770750215278
error   0.015496857615916564
inertia 0.012168566242057564
doubl   0.011026639916747231
control 0.009887999451348328
design  0.009368224923176854
differ  0.009105982625730872
includ  0.008968400041222273

TOPIC 26
paramet 0.01922073277836441
engcntrl    0.01850910039555241
number  0.01529521442883589
engin   0.01500744272052941
invalid 0.012673481302849524
ignor   0.011963161055373614
baselin 0.011957527705462144
indic   0.011735354933864166
error   0.011687794182760761
question    0.011212929220720888

TOPIC 27
request 0.08494460843754202
transit 0.05464655696038395
chang   0.03727893409625909
verifi  0.023694133926420256
check   0.02208447032942963
engcntrl    0.02089621523397186
indic   0.019724188348991423
error   0.018453118019760847
control 0.01772871335682011
ignor   0.016258804166027277

TOPIC 28
target  0.009772088004858667
address 0.00932736737462312
disabl  0.009280266675238317
procedur    0.009264752829220124
cardnumb    0.009247025164853708
eeprom  0.009230179079133115
includ  0.009188352257288018
checksum    0.00917748514388672
subaddress  0.008994262331093555
equal   0.008961040541880853

TOPIC 29
point   0.058861860079994346
state   0.044109711502219824
flight  0.04273505810149117
projecta    0.038292478721560864
specif  0.03494453041908503
control 0.032320617472353985
spacecraft  0.031108452716651018
attitud 0.024577167592338682
perform 0.023877840298090987
target  0.02128526725445825

[amritbhanu]

@timm these are the topics with words greater than 3 and words greater than 5