Datasets:
Unnamed: 0 int64 0 11.3k | raw_text stringlengths 1 74.9k ⌀ | filenames stringlengths 76 93 | target int64 0 19 | id stringlengths 13 30 | tokenized stringlengths 2 197k | lemmatized stringlengths 2 63.2k | bigram stringlengths 2 23.9k | vw_text stringlengths 37 26.6k |
|---|---|---|---|---|---|---|---|---|
0 | I was wondering if anyone out there could enlighten me on this car I saw
the other day. It was a 2-door sports car, looked to be from the late 60s/
early 70s. It was called a Bricklin. The doors were really small. In addition,
the front bumper was separate from the rest of the body. This is
all I know. If anyone can t... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.autos/102994 | 7 | rec_autos_102994 | [('was', 'VBD'), ('wondering', 'VBG'), ('if', 'IN'), ('anyone', 'NN'), ('out', 'IN'), ('there', 'RB'), ('could', 'MD'), ('enlighten', 'VB'), ('me', 'PRP'), ('on', 'IN'), ('this', 'DT'), ('car', 'NN'), ('saw', 'VBD'), ('the', 'DT'), ('other', 'JJ'), ('day', 'NN'), ('it', 'PRP'), ('was', 'VBD'), ('door', 'JJ'), ('sports'... | ['wonder', 'anyone', 'could', 'enlighten', 'car', 'saw', 'day', 'door', 'sport', 'car', 'look', 'late', 'early', 'call', 'bricklin', 'door', 'really', 'small', 'addition', 'front', 'bumper', 'separate', 'rest', 'body', 'know', 'anyone', 'tellme', 'model', 'name', 'engine', 'spec', 'year', 'production', 'car', 'make', '... | ['wonder_anyone', 'anyone_could', 'sport_car', 'car_look', 'late_early', 'front_bumper', 'body_know', 'know_anyone', 'car_make', 'look_car', 'please_mail'] | rec_autos_102994 |@lemmatized wonder:1 anyone:2 could:1 enlighten:1 car:4 saw:1 day:1 door:2 sport:1 look:2 late:1 early:1 call:1 bricklin:1 really:1 small:1 addition:1 front:1 bumper:1 separate:1 rest:1 body:1 know:1 tellme:1 model:1 name:1 engine:1 spec:1 year:1 production:1 make:1 history:1 whatever:1 info:1 funky:1... |
1 | A fair number of brave souls who upgraded their SI clock oscillator have
shared their experiences for this poll. Please send a brief message detailing
your experiences with the procedure. Top speed attained, CPU rated speed,
add on cards and adapters, heat sinks, hour of usage per day, floppy disk
functionality with 80... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.mac.hardware/51861 | 4 | comp_sys_mac_hardware_51861 | [('fair', 'JJ'), ('number', 'NN'), ('of', 'IN'), ('brave', 'JJ'), ('souls', 'NNS'), ('who', 'WP'), ('upgraded', 'VBD'), ('their', 'PRP$'), ('si', 'NN'), ('clock', 'NN'), ('oscillator', 'NN'), ('have', 'VBP'), ('shared', 'VBN'), ('their', 'PRP$'), ('experiences', 'NNS'), ('for', 'IN'), ('this', 'DT'), ('poll', 'NN'), ('... | ['fair', 'number', 'brave', 'soul', 'upgrade', 'si', 'clock', 'oscillator', 'share', 'experience', 'poll', 'please', 'send', 'brief', 'message', 'detail', 'experience', 'procedure', 'top', 'speed', 'attain', 'cpu', 'rat', 'speed', 'add', 'card', 'adapter', 'heat', 'sink', 'hour', 'usage', 'per', 'day', 'floppy', 'disk'... | ['clock_oscillator', 'please_send', 'top_speed', 'heat_sink', 'per_day', 'floppy_disk', 'next_two', 'two_day'] | comp_sys_mac_hardware_51861 |@lemmatized fair:1 number:1 brave:1 soul:1 upgrade:2 si:1 clock:2 oscillator:1 share:1 experience:2 poll:2 please:2 send:1 brief:1 message:1 detail:1 procedure:1 top:1 speed:2 attain:1 cpu:1 rat:1 add:2 card:1 adapter:1 heat:1 sink:1 hour:1 usage:1 per:1 day:2 floppy:2 disk:1 functionality:... |
2 | well folks, my mac plus finally gave up the ghost this weekend after
starting life as a 512k way back in 1985. sooo, i'm in the market for a
new machine a bit sooner than i intended to be...
i'm looking into picking up a powerbook 160 or maybe 180 and have a bunch
of questions that (hopefully) somebody can answer:
*... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.mac.hardware/51879 | 4 | comp_sys_mac_hardware_51879 | [('well', 'RB'), ('folks', 'NNS'), ('my', 'PRP$'), ('mac', 'JJ'), ('plus', 'CC'), ('finally', 'RB'), ('gave', 'VBD'), ('up', 'RP'), ('the', 'DT'), ('ghost', 'NN'), ('this', 'DT'), ('weekend', 'NN'), ('after', 'IN'), ('starting', 'VBG'), ('life', 'NN'), ('as', 'IN'), ('512k', 'CD'), ('way', 'NN'), ('back', 'RB'), ('in',... | ['well', 'folk', 'mac', 'plus', 'finally', 'give', 'ghost', 'weekend', 'start', 'life', 'way', 'back', 'sooo', 'market', 'new', 'machine', 'bit', 'sooner', 'intend', 'look', 'pick', 'powerbook', 'maybe', 'bunch', 'question', 'hopefully', 'somebody', 'answer', 'anybody', 'know', 'dirt', 'next', 'round', 'powerbook', 'in... | ['mac_plus', 'life_way', 'way_back', 'market_new', 'new_machine', 'anybody_know', 'next_round', 'wonder_anybody', 'anybody_info', 'price_drop', 'line_like', 'like_one', 'display_could', 'could_probably', 'get_disk', 'really_feel', 'feel_much', 'much_good', 'look_great', 'really_good', 'good_could', 'people_use', 'use_d... | comp_sys_mac_hardware_51879 |@lemmatized well:2 folk:1 mac:1 plus:1 finally:1 give:1 ghost:1 weekend:1 start:1 life:1 way:1 back:1 sooo:1 market:1 new:1 machine:3 bit:1 sooner:1 intend:1 look:2 pick:1 powerbook:3 maybe:1 bunch:2 question:2 hopefully:1 somebody:2 answer:1 anybody:3 know:1 dirt:1 next:1 round:1 introduct... |
3 |
Do you have Weitek's address/phone number? I'd like to get some information
about this chip.
| /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.graphics/38242 | 1 | comp_graphics_38242 | [('do', 'VBP'), ('you', 'PRP'), ('have', 'VB'), ('weitek', 'VBN'), ('address', 'JJ'), ('phone', 'NN'), ('number', 'NN'), ('like', 'IN'), ('to', 'TO'), ('get', 'VB'), ('some', 'DT'), ('information', 'NN'), ('about', 'IN'), ('this', 'DT'), ('chip', 'NN')] | ['weitek', 'address', 'phone', 'number', 'like', 'get', 'information', 'chip'] | ['address_phone', 'phone_number', 'number_like', 'like_get', 'get_information'] | comp_graphics_38242 |@lemmatized weitek:1 address:1 phone:1 number:1 like:1 get:1 information:1 chip:1 |@bigram address_phone:1 phone_number:1 number_like:1 like_get:1 get_information:1 |
4 | From article <C5owCB.n3p@world.std.com>, by tombaker@world.std.com (Tom A Baker):
My understanding is that the 'expected errors' are basically
known bugs in the warning system software - things are checked
that don't have the right values in yet because they aren't
set till after launch, and suchlike. Rather than fix... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/sci.space/60880 | 14 | sci_space_60880 | [('from', 'IN'), ('article', 'NN'), ('by', 'IN'), ('tom', 'NN'), ('baker', 'NN'), ('):', 'NNP'), ('my', 'PRP$'), ('understanding', 'NN'), ('is', 'VBZ'), ('that', 'IN'), ('the', 'DT'), ('expected', 'JJ'), ('errors', 'NNS'), ('are', 'VBP'), ('basically', 'RB'), ('known', 'VBN'), ('bugs', 'NNS'), ('in', 'IN'), ('the', 'DT... | ['article', 'tom', 'baker', 'understanding', 'expected', 'error', 'basically', 'know', 'bug', 'warning', 'system', 'software', 'thing', 'check', 'right', 'value', 'yet', 'set', 'till', 'launch', 'suchlike', 'rather', 'fix', 'code', 'possibly', 'introduce', 'new', 'bug', 'tell', 'crew', 'ok', 'see', 'warn', 'liftoff', '... | ['system_software', 'thing_check', 'introduce_new', 'ok_see'] | sci_space_60880 |@lemmatized article:1 tom:1 baker:1 understanding:1 expected:1 error:1 basically:1 know:1 bug:2 warning:1 system:1 software:1 thing:1 check:1 right:1 value:1 yet:1 set:1 till:1 launch:1 suchlike:1 rather:1 fix:1 code:1 possibly:1 introduce:1 new:1 tell:1 crew:1 ok:1 see:1 warn:1 liftoff:1 ignore:1 |@b... |
5 |
Of course. The term must be rigidly defined in any bill.
I doubt she uses this term for that. You are using a quote allegedly
from her, can you back it up?
I read the article as presenting first an argument about weapons of mass
destruction (as commonly understood) and then switching to other topics.
The f... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/talk.politics.guns/54525 | 16 | talk_politics_guns_54525 | [('of', 'IN'), ('course', 'NN'), ('the', 'DT'), ('term', 'NN'), ('must', 'MD'), ('be', 'VB'), ('rigidly', 'RB'), ('defined', 'VBN'), ('in', 'IN'), ('any', 'DT'), ('bill', 'NN'), ('doubt', 'NN'), ('she', 'PRP'), ('uses', 'VBZ'), ('this', 'DT'), ('term', 'NN'), ('for', 'IN'), ('that', 'DT'), ('you', 'PRP'), ('are', 'VBP'... | ['course', 'term', 'must', 'rigidly', 'define', 'bill', 'doubt', 'use', 'term', 'use', 'quote', 'allegedly', 'back', 'read', 'article', 'present', 'first', 'argument', 'weapon', 'mass', 'destruction', 'commonly', 'understood', 'switch', 'topic', 'first', 'point', 'evidently', 'show', 'weapon', 'allow', 'late', 'analysi... | ['use_term', 'term_use', 'back_read', 'read_article', 'first_argument', 'weapon_mass', 'mass_destruction', 'first_point'] | talk_politics_guns_54525 |@lemmatized course:1 term:2 must:1 rigidly:1 define:1 bill:1 doubt:1 use:2 quote:1 allegedly:1 back:1 read:1 article:1 present:1 first:2 argument:1 weapon:2 mass:1 destruction:1 commonly:1 understood:1 switch:1 topic:1 point:1 evidently:1 show:1 allow:1 late:1 analysis:1 give:1 understanding:1... |
6 | There were a few people who responded to my request for info on
treatment for astrocytomas through email, whom I couldn't thank
directly because of mail-bouncing probs (Sean, Debra, and Sharon). So
I thought I'd publicly thank everyone.
Thanks!
(I'm sure glad I accidentally hit "rn" instead of "rm" when I was
tryin... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/sci.med/58080 | 13 | sci_med_58080 | [('there', 'EX'), ('were', 'VBD'), ('few', 'JJ'), ('people', 'NNS'), ('who', 'WP'), ('responded', 'VBD'), ('to', 'TO'), ('my', 'PRP$'), ('request', 'NN'), ('for', 'IN'), ('info', 'NN'), ('on', 'IN'), ('treatment', 'NN'), ('for', 'IN'), ('astrocytomas', 'NN'), ('through', 'IN'), ('email', 'NN'), ('whom', 'WP'), ('couldn... | ['people', 'respond', 'request', 'info', 'treatment', 'astrocytomas', 'email', 'thank', 'directly', 'mail', 'bounce', 'probs', 'sean', 'debra', 'sharon', 'think', 'publicly', 'thank', 'everyone', 'thanks', 'sure', 'glad', 'accidentally', 'hit', 'rn', 'instead', 'rm', 'try', 'delete', 'file', 'last', 'september', 'hmmm'... | ['people_respond', 'respond_request', 'request_info', 'email_thank', 'mail_bounce', 'thank_everyone', 'delete_file', 'file_last'] | sci_med_58080 |@lemmatized people:1 respond:1 request:1 info:1 treatment:1 astrocytomas:1 email:1 thank:2 directly:1 mail:1 bounce:1 probs:1 sean:1 debra:1 sharon:1 think:1 publicly:1 everyone:1 thanks:1 sure:1 glad:1 accidentally:1 hit:1 rn:1 instead:1 rm:1 try:1 delete:1 file:1 last:1 september:1 hmmm:1 news:1 |@big... |
7 |
ALL this shows is that YOU don't know much about SCSI.
SCSI-1 {with a SCSI-1 controler chip} range is indeed 0-5MB/s
and that is ALL you have right about SCSI
SCSI-1 {With a SCSI-2 controller chip}: 4-6MB/s with 10MB/s burst {8-bit}
Note the INCRE... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.ibm.pc.hardware/60249 | 3 | comp_sys_ibm_pc_hardware_60249 | [('all', 'DT'), ('this', 'DT'), ('shows', 'NNS'), ('is', 'VBZ'), ('that', 'IN'), ('you', 'PRP'), ('don', 'VBP'), ('know', 'VB'), ('much', 'JJ'), ('about', 'IN'), ('scsi', 'JJ'), ('scsi', 'NN'), ('with', 'IN'), ('scsi', 'JJ'), ('controler', 'NN'), ('chip', 'NN'), ('range', 'NN'), ('is', 'VBZ'), ('indeed', 'RB'), ('5mb',... | ['show', 'know', 'much', 'scsi', 'scsi', 'scsi', 'controler', 'chip', 'range', 'indeed', 'right', 'scsi', 'scsi', 'scsi', 'controller', 'chip', 'burst', 'bit', 'note', 'increase', 'speed', 'mac', 'quadra', 'use', 'version', 'scsi', 'exist', 'pc', 'use', 'set', 'scsi', 'bit', 'scsi', 'mode', 'burst', 'scsi', 'bit', 'wid... | ['show_know', 'know_much', 'scsi_scsi', 'scsi_scsi', 'scsi_controler', 'controler_chip', 'scsi_scsi', 'scsi_scsi', 'scsi_controller', 'controller_chip', 'burst_bit', 'increase_speed', 'speed_mac', 'mac_quadra', 'use_version', 'pc_use', 'use_set', 'set_scsi', 'scsi_bit', 'bit_scsi', 'scsi_mode', 'mode_burst', 'burst_scs... | comp_sys_ibm_pc_hardware_60249 |@lemmatized show:1 know:1 much:2 scsi:25 controler:1 chip:6 range:1 indeed:2 right:1 controller:3 burst:5 bit:5 note:1 increase:1 speed:1 mac:6 quadra:3 use:3 version:2 exist:1 pc:2 set:1 mode:3 wide:2 fast:5 data:1 although:1 twice:1 esdi:1 correct:1 reach:1 ide:1 fact:1 post:1 newsgrou... |
8 | I have win 3.0 and downloaded several icons and BMP's but I can't figure out
how to change the "wallpaper" or use the icons. Any help would be appreciated.
Thanx,
-Brando | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.os.ms-windows.misc/10008 | 2 | comp_os_ms-windows_misc_10008 | [('have', 'VB'), ('win', 'NNS'), ('and', 'CC'), ('downloaded', 'VBD'), ('several', 'JJ'), ('icons', 'NNS'), ('and', 'CC'), ('bmp', 'NNS'), ('but', 'CC'), ('can', 'MD'), ('figure', 'VB'), ('out', 'RP'), ('how', 'WRB'), ('to', 'TO'), ('change', 'VB'), ('the', 'DT'), ('wallpaper', 'NN'), ('or', 'CC'), ('use', 'VB'), ('the... | ['win', 'download', 'several', 'icon', 'bmp', 'figure', 'change', 'wallpaper', 'use', 'icon', 'help', 'would', 'appreciate', 'thanx', 'brando'] | ['help_would', 'would_appreciate'] | comp_os_ms-windows_misc_10008 |@lemmatized win:1 download:1 several:1 icon:2 bmp:1 figure:1 change:1 wallpaper:1 use:1 help:1 would:1 appreciate:1 thanx:1 brando:1 |@bigram help_would:1 would_appreciate:1 |
9 |
I've had the board for over a year, and it does work with Diskdoubler,
but not with Autodoubler, due to a licensing problem with Stac Technologies,
the owners of the board's compression technology. (I'm writing this
from memory; I've lost the reference. Please correct me if I'm wrong.)
Using the board, I've had pro... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.mac.hardware/50502 | 4 | comp_sys_mac_hardware_50502 | [('ve', 'NN'), ('had', 'VBD'), ('the', 'DT'), ('board', 'NN'), ('for', 'IN'), ('over', 'IN'), ('year', 'NN'), ('and', 'CC'), ('it', 'PRP'), ('does', 'VBZ'), ('work', 'VB'), ('with', 'IN'), ('diskdoubler', 'NN'), ('but', 'CC'), ('not', 'RB'), ('with', 'IN'), ('autodoubler', 'NNS'), ('due', 'JJ'), ('to', 'TO'), ('licensi... | ['board', 'year', 'work', 'diskdoubler', 'autodoubler', 'due', 'license', 'problem', 'stac', 'technology', 'owner', 'board', 'compression', 'technology', 'write', 'memory', 'lose', 'reference', 'please', 'correct', 'wrong', 'use', 'board', 'problem', 'file', 'icon', 'lose', 'hard', 'say', 'whether', 'board', 'fault', '... | ['please_correct', 'correct_wrong', 'wrong_use', 'hard_say', 'say_whether', 'something_else', 'seem_unlikely'] | comp_sys_mac_hardware_50502 |@lemmatized board:8 year:1 work:1 diskdoubler:2 autodoubler:2 due:1 license:1 problem:3 stac:3 technology:2 owner:1 compression:1 write:1 memory:1 lose:2 reference:1 please:1 correct:1 wrong:1 use:1 file:3 icon:2 hard:1 say:1 whether:1 fault:1 something:1 else:1 however:1 decompress:2 troub... |
10 | I have a line on a Ducati 900GTS 1978 model with 17k on the clock. Runs
very well, paint is the bronze/brown/orange faded out, leaks a bit of oil
and pops out of 1st with hard accel. The shop will fix trans and oil
leak. They sold the bike to the 1 and only owner. They want $3495, and
I am thinking more like $3K. ... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.motorcycles/104091 | 8 | rec_motorcycles_104091 | [('have', 'VBP'), ('line', 'NN'), ('on', 'IN'), ('ducati', 'NN'), ('900gts', 'CD'), ('1978', 'CD'), ('model', 'NN'), ('with', 'IN'), ('17k', 'CD'), ('on', 'IN'), ('the', 'DT'), ('clock', 'NN'), ('runs', 'VBZ'), ('very', 'RB'), ('well', 'RB'), ('paint', 'NN'), ('is', 'VBZ'), ('the', 'DT'), ('bronze', 'JJ'), ('brown', 'J... | ['line', 'ducati', 'model', 'clock', 'run', 'well', 'paint', 'bronze', 'brown', 'orange', 'fade', 'leaks', 'bit', 'oil', 'pop', 'hard', 'accel', 'shop', 'fix', 'trans', 'oil', 'leak', 'sell', 'bike', 'owner', 'want', 'think', 'like', 'opinion', 'please', 'email', 'thanks', 'would', 'nice', 'stable', 'mate', 'beemer', '... | ['run_well', 'sell_bike', 'owner_want', 'want_think', 'think_like', 'please_email', 'email_thanks', 'would_nice'] | rec_motorcycles_104091 |@lemmatized line:1 ducati:1 model:1 clock:1 run:1 well:1 paint:1 bronze:1 brown:1 orange:1 fade:1 leaks:1 bit:1 oil:2 pop:1 hard:1 accel:1 shop:1 fix:1 trans:1 leak:1 sell:1 bike:2 owner:1 want:1 think:1 like:1 opinion:1 please:1 email:1 thanks:1 would:1 nice:1 stable:1 mate:1 beemer:1 get:1 jap... |
11 |
Yep, that's pretty much it. I'm not a Jew but I understand that this is the
Jewish way of thinking. However, the Jews believe that the Covenant between
YHWH and the Patriarchs (Abraham and Moses, in this case) establishes a Moral
Code to follow for mankind. Even the Jews could not decide where the boundaries
fall, tho... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/talk.religion.misc/83457 | 19 | talk_religion_misc_83457 | [('yep', 'NN'), ('that', 'WDT'), ('pretty', 'RB'), ('much', 'JJ'), ('it', 'PRP'), ('not', 'RB'), ('jew', 'VB'), ('but', 'CC'), ('understand', 'VB'), ('that', 'IN'), ('this', 'DT'), ('is', 'VBZ'), ('the', 'DT'), ('jewish', 'JJ'), ('way', 'NN'), ('of', 'IN'), ('thinking', 'VBG'), ('however', 'RB'), ('the', 'DT'), ('jews'... | ['yep', 'pretty', 'much', 'jew', 'understand', 'jewish', 'way', 'think', 'however', 'jew', 'believe', 'covenant', 'yhwh', 'patriarch', 'abraham', 'moses', 'case', 'establish', 'moral', 'code', 'follow', 'mankind', 'even', 'jew', 'could', 'decide', 'boundary', 'fall', 'though', 'understand', 'sadducee', 'believe', 'tora... | ['pretty_much', 'way_think', 'think_however', 'jew_believe', 'moral_code', 'jew_christian', 'although_one', 'really_know', 'create_image', 'image_mean', 'number_different', 'different_opinion', 'come_conclusion', 'one_want', 'example_know', 'know_little', 'one_know', 'second_hand', 'although_may', 'may_seem', 'seem_way... | talk_religion_misc_83457 |@lemmatized yep:1 pretty:1 much:1 jew:4 understand:2 jewish:1 way:2 think:1 however:1 believe:3 covenant:1 yhwh:3 patriarch:1 abraham:1 moses:1 case:1 establish:1 moral:5 code:5 follow:1 mankind:1 even:1 could:1 decide:1 boundary:1 fall:1 though:1 sadducee:1 torah:2 require:1 whereas:1 pharise... |
12 | --
| /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.mac.hardware/51621 | 4 | comp_sys_mac_hardware_51621 | [('--', ':')] | [] | [] | comp_sys_mac_hardware_51621 |@lemmatized |@bigram |
13 |
{Description of "External Tank" option for SSF redesign deleted}
Yo Ken, let's keep on-top of things! Both the "External Tank" and
"Wingless Orbiter" options have been deleted from the SSF redesign
options list. Today's (4/23) edition of the New York Times reports
that O'Connor told the panel that some redesign p... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/sci.space/61165 | 14 | sci_space_61165 | [('description', 'NN'), ('of', 'IN'), ('external', 'JJ'), ('tank', 'NN'), ('option', 'NN'), ('for', 'IN'), ('ssf', 'JJ'), ('redesign', 'NN'), ('deleted', 'VBD'), ('yo', 'RB'), ('ken', 'VBN'), ('let', 'JJ'), ('keep', 'VB'), ('on', 'IN'), ('top', 'NN'), ('of', 'IN'), ('things', 'NNS'), ('both', 'CC'), ('the', 'DT'), ('ex... | ['description', 'external', 'tank', 'option', 'ssf', 'redesign', 'delete', 'yo', 'ken', 'let', 'keep', 'top', 'thing', 'external', 'tank', 'wingless', 'orbiter', 'option', 'delete', 'ssf', 'redesign', 'option', 'list', 'today', 'edition', 'new', 'york', 'time', 'report', 'connor', 'tell', 'panel', 'redesign', 'proposal... | ['external_tank', 'ssf_redesign', 'let_keep', 'external_tank', 'ssf_redesign', 'new_york', 'york_time', 'time_report', 'tank_use', 'use_launch', 'space_shuttle', 'space_shuttle', 'report_today', 'low_cost', 'ssf_redesign', 'redesign_team', 'station_redesign', 'redesign_team', 'crystal_city', 'option_use', 'use_bus', 'a... | sci_space_61165 |@lemmatized description:1 external:4 tank:4 option:14 ssf:10 redesign:6 delete:2 yo:1 ken:1 let:1 keep:2 top:1 thing:1 wingless:1 orbiter:5 list:1 today:2 edition:1 new:1 york:1 time:2 report:2 connor:1 tell:1 panel:2 proposal:1 drop:1 use:7 giant:1 fuel:1 launch:1 space:3 shuttle:5 building:1 station:... |
14 | Reduced Prices!
I have a list of things forsale on behalf of my brother, who's moving (moved
already)
Offer:
1) Black and Decker Duster Plus (Portable Hand Vaccum)
purchased for $32, $12
2) SR-1000 Dual Cassette Portable Player, AM/FM
5-Band graphics Equalizer, high speed dubing, Duo
Tape.Tape dec... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/misc.forsale/76142 | 6 | misc_forsale_76142 | [('reduced', 'VBN'), ('prices', 'NNS'), ('have', 'VBP'), ('list', 'NN'), ('of', 'IN'), ('things', 'NNS'), ('forsale', 'JJ'), ('on', 'IN'), ('behalf', 'NN'), ('of', 'IN'), ('my', 'PRP$'), ('brother', 'NN'), ('who', 'WP'), ('moving', 'VBG'), ('moved', 'VBD'), ('already', 'RB'), ('offer', 'VB'), ('black', 'JJ'), ('and', '... | ['reduce', 'price', 'list', 'thing', 'forsale', 'behalf', 'brother', 'move', 'move', 'already', 'offer', 'black', 'decker', 'duster', 'plus', 'portable', 'hand', 'vaccum', 'purchase', 'sr', 'dual', 'cassette', 'portable', 'player', 'fm', 'band', 'graphic', 'equalizer', 'high', 'speed', 'dub', 'duo', 'tape', 'tape', 'de... | ['price_list', 'dual_cassette', 'high_speed', 'tape_tape', 'tape_deck', 'include_case', 'know_one', 'one_see', 'brand_new', 'new_never', 'never_use', 'year_old', 'case_new', 'mail_reply'] | misc_forsale_76142 |@lemmatized reduce:1 price:1 list:1 thing:1 forsale:1 behalf:1 brother:1 move:2 already:1 offer:1 black:1 decker:1 duster:1 plus:1 portable:2 hand:1 vaccum:1 purchase:5 sr:1 dual:1 cassette:1 player:1 fm:1 band:1 graphic:1 equalizer:1 high:1 speed:3 dub:1 duo:1 tape:2 deck:1 seem:1 lose:1 treble:1 s... |
15 |
Don't be so sure. Look what happened to Japanese citizens in the US during
World War II. If you're prepared to say "Let's round these people up and
stick them in a concentration camp without trial", it's only a short step to
gassing them without trial. After all, it seems that the Nazis originally
only intended to ... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/alt.atheism/51242 | 0 | alt_atheism_51242 | [('don', 'NN'), ('be', 'VB'), ('so', 'RB'), ('sure', 'JJ'), ('look', 'VB'), ('what', 'WP'), ('happened', 'VBD'), ('to', 'TO'), ('japanese', 'JJ'), ('citizens', 'NNS'), ('in', 'IN'), ('the', 'DT'), ('us', 'PRP'), ('during', 'IN'), ('world', 'NN'), ('war', 'NN'), ('ii', 'NN'), ('if', 'IN'), ('you', 'PRP'), ('re', 'VBP'),... | ['sure', 'look', 'happen', 'japanese', 'citizen', 'u', 'world', 'war', 'ii', 'prepared', 'say', 'let', 'round', 'people', 'stick', 'concentration', 'camp', 'without', 'trial', 'short', 'step', 'gas', 'without', 'trial', 'seem', 'nazi', 'originally', 'intend', 'imprison', 'jew', 'final', 'solution', 'dream', 'partly', '... | ['sure_look', 'u_world', 'world_war', 'war_ii', 'say_let', 'concentration_camp', 'originally_intend', 'final_solution'] | alt_atheism_51242 |@lemmatized sure:1 look:1 happen:1 japanese:1 citizen:1 u:1 world:1 war:2 ii:1 prepared:1 say:1 let:1 round:1 people:1 stick:1 concentration:1 camp:2 without:2 trial:2 short:1 step:1 gas:2 seem:1 nazi:1 originally:1 intend:1 imprison:1 jew:1 final:1 solution:1 dream:1 partly:1 afford:1 run:1 devastat... |
16 |
I certainly do use it whenever I have to do TIFF, and it usually works
very well. That's not my point. I'm >philosophically< opposed to it
because of its complexity.
This complexity has led to some programs' poor TIFF writers making
some very bizarre files, other programs' inability to load TIFF
images (though they... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.graphics/38633 | 1 | comp_graphics_38633 | [('certainly', 'RB'), ('do', 'VBP'), ('use', 'VB'), ('it', 'PRP'), ('whenever', 'WDT'), ('have', 'VBP'), ('to', 'TO'), ('do', 'VB'), ('tiff', 'NN'), ('and', 'CC'), ('it', 'PRP'), ('usually', 'RB'), ('works', 'VBZ'), ('very', 'RB'), ('well', 'RB'), ('that', 'IN'), ('not', 'RB'), ('my', 'PRP$'), ('point', 'NN'), ('philos... | ['certainly', 'use', 'whenever', 'tiff', 'usually', 'work', 'well', 'point', 'philosophically', 'oppose', 'complexity', 'complexity', 'lead', 'program', 'poor', 'tiff', 'writer', 'make', 'bizarre', 'file', 'program', 'inability', 'load', 'tiff', 'image', 'though', 'save', 'course', 'general', 'inability', 'interchange'... | ['certainly_use', 'work_well', 'well_point', 'file_program', 'tiff_image', 'despite_fact', 'fact_think', 'emphasis_mine', 'fair_amount', 'way_sure', 'tiff_image', 'since_many', 'many_image', 'application_program', 'read_every', 'tiff_image', 'image_mean', 'would_want'] | comp_graphics_38633 |@lemmatized certainly:1 use:1 whenever:1 tiff:9 usually:1 work:1 well:1 point:1 philosophically:1 oppose:1 complexity:3 lead:1 program:3 poor:1 writer:1 make:1 bizarre:1 file:1 inability:2 load:1 image:6 though:1 save:1 course:2 general:1 interchange:1 different:1 environment:1 despite:1 fact:1 thi... |
17 | I recently posted an article asking what kind of rates single, male
drivers under 25 yrs old were paying on performance cars. Here's a summary of
the replies I received.
-------------------------------------------------------------------------------
I'm not under 25 anymore (but is 27 close enough).
1992 Do... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.autos/102812 | 7 | rec_autos_102812 | [('recently', 'RB'), ('posted', 'VBD'), ('an', 'DT'), ('article', 'NN'), ('asking', 'VBG'), ('what', 'WP'), ('kind', 'NN'), ('of', 'IN'), ('rates', 'NNS'), ('single', 'JJ'), ('male', 'JJ'), ('drivers', 'NNS'), ('under', 'IN'), ('25', 'CD'), ('yrs', 'NNS'), ('old', 'JJ'), ('were', 'VBD'), ('paying', 'VBG'), ('on', 'IN')... | ['recently', 'post', 'article', 'ask', 'kind', 'rate', 'single', 'male', 'driver', 'yr', 'old', 'pay', 'performance', 'car', 'summary', 'reply', 'receive', 'anymore', 'close', 'enough', 'dodge', 'stealth', 'rt', 'twin', 'turbo', 'model', 'ticket', 'accident', 'house', 'take', 'defensive', 'driving', 'airbag', 'abs', 's... | ['recently_post', 'post_article', 'yr_old', 'performance_car', 'summary_reply', 'dodge_stealth', 'state_farm', 'insurance_include', 'drive_course', 'buy_car', 'hope_help', 'remember_name', 'performance_car', 'well_last', 'last_year', 'similar_situation', 'car_make', 'high_rate', 'get_couple', 'motorola_cellular', 'neve... | rec_autos_102812 |@lemmatized recently:1 post:2 article:1 ask:4 kind:1 rate:12 single:6 male:3 driver:3 yr:1 old:5 pay:7 performance:4 car:16 summary:2 reply:1 receive:1 anymore:1 close:1 enough:1 dodge:1 stealth:1 rt:1 twin:1 turbo:6 model:2 ticket:6 accident:6 house:2 take:3 defensive:2 driving:2 airbag:1 abs:1 secur... |
18 | I would like to be able to amplify a voltage signal which is
output from a thermocouple, preferably by a factor of
100 or 1000 ---- so that the resulting voltage can be fed
more easily into a personal-computer-based ADC data
acquisition card.
Might anyone be able to point me to references to such
circuits? I have see... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/sci.electronics/52816 | 12 | sci_electronics_52816 | [('would', 'MD'), ('like', 'VB'), ('to', 'TO'), ('be', 'VB'), ('able', 'JJ'), ('to', 'TO'), ('amplify', 'VB'), ('voltage', 'NN'), ('signal', 'NN'), ('which', 'WDT'), ('is', 'VBZ'), ('output', 'NN'), ('from', 'IN'), ('thermocouple', 'NN'), ('preferably', 'RB'), ('by', 'IN'), ('factor', 'NN'), ('of', 'IN'), ('100', 'CD')... | ['would', 'like', 'able', 'amplify', 'voltage', 'signal', 'output', 'thermocouple', 'preferably', 'factor', 'resulting', 'voltage', 'feed', 'easily', 'personal', 'computer', 'base', 'adc', 'data', 'acquisition', 'card', 'might', 'anyone', 'able', 'point', 'reference', 'circuit', 'see', 'simple', 'amplifier', 'circuit',... | ['would_like', 'like_able', 'personal_computer', 'well_work', 'case_like', 'like_something'] | sci_electronics_52816 |@lemmatized would:1 like:2 able:2 amplify:2 voltage:2 signal:1 output:1 thermocouple:2 preferably:1 factor:1 resulting:1 feed:1 easily:1 personal:1 computer:1 base:1 adc:1 data:1 acquisition:1 card:1 might:1 anyone:1 point:1 reference:1 circuit:2 see:1 simple:1 amplifier:1 sure:1 well:1 work:1 pr... |
19 | QUESTION:
What is the EXACT entry (parameter and syntax please), in the X-Terminal
configuration file (loaded when the X-Terminal boots), to add another system
to the TCP/IP access control list?
BACKGROUND:
I have two unix systems, 1. an AT&T 3B2 running X11R3 and MIT's X11R4 and
2. a Sun SS10 without any X... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.windows.x/67212 | 5 | comp_windows_x_67212 | [('question', 'NN'), ('what', 'WP'), ('is', 'VBZ'), ('the', 'DT'), ('exact', 'JJ'), ('entry', 'NN'), ('parameter', 'NN'), ('and', 'CC'), ('syntax', 'JJ'), ('please', 'NN'), ('),', 'NN'), ('in', 'IN'), ('the', 'DT'), ('terminal', 'JJ'), ('configuration', 'NN'), ('file', 'NN'), ('loaded', 'VBD'), ('when', 'WRB'), ('the',... | ['question', 'exact', 'entry', 'parameter', 'syntax', 'please', 'terminal', 'configuration', 'file', 'load', 'terminal', 'boot', 'add', 'another', 'system', 'tcp', 'ip', 'access', 'control', 'list', 'background', 'two', 'unix', 'system', 'run', 'mit', 'sun', 'without', 'want', 'window', 'sun', 'ncd', 'terminal', 'time'... | ['configuration_file', 'file_load', 'add_another', 'tcp_ip', 'access_control', 'control_list', 'unix_system', 'system_run', 'run_mit', 'ncd_terminal', 'tcp_ip', 'access_control', 'control_list', 'telnet_session', 'try_get', 'configuration_file', 'file_load', 'tcp_ip', 'access_control', 'control_list', 'list_contain', '... | comp_windows_x_67212 |@lemmatized question:1 exact:1 entry:2 parameter:2 syntax:2 please:1 terminal:3 configuration:2 file:2 load:2 boot:3 add:2 another:1 system:2 tcp:3 ip:3 access:3 control:3 list:3 background:1 two:1 unix:1 run:1 mit:1 sun:2 without:1 want:1 window:1 ncd:4 time:1 manually:1 set:1 network:1 login:1 t... |
20 |
[...]
These don't seem like "little things" to me. At least, they are orders
worse than the motto. Do you think that the motto is a "little thing"
that will lead to worse things? | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/alt.atheism/53216 | 0 | alt_atheism_53216 | [('[...]', 'IN'), ('these', 'DT'), ('don', 'NNS'), ('seem', 'VBP'), ('like', 'IN'), ('little', 'JJ'), ('things', 'NNS'), ('to', 'TO'), ('me', 'PRP'), ('at', 'IN'), ('least', 'JJS'), ('they', 'PRP'), ('are', 'VBP'), ('orders', 'NNS'), ('worse', 'JJR'), ('than', 'IN'), ('the', 'DT'), ('motto', 'NN'), ('do', 'VBP'), ('you... | ['seem', 'like', 'little', 'thing', 'least', 'order', 'bad', 'motto', 'think', 'motto', 'little', 'thing', 'lead', 'bad', 'thing'] | ['seem_like', 'like_little', 'little_thing', 'think_motto', 'little_thing', 'bad_thing'] | alt_atheism_53216 |@lemmatized seem:1 like:1 little:2 thing:3 least:1 order:1 bad:2 motto:2 think:1 lead:1 |@bigram seem_like:1 like_little:1 little_thing:2 think_motto:1 bad_thing:1 |
21 |
I think that Mike Foligno was the captain of the Sabres when he
got traded to the Leafs. Also, wasn't Rick Vaive the captain of
the Leafs when he got traded to Chicago (with Steve Thomas for
Ed Olcyzk and someone). Speaking of the Leafs, I believe that
Darryl Sittler was their captain (he'd torn the "C" off his
jersey... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.sport.hockey/53747 | 10 | rec_sport_hockey_53747 | [('think', 'NN'), ('that', 'IN'), ('mike', 'NN'), ('foligno', 'NN'), ('was', 'VBD'), ('the', 'DT'), ('captain', 'NN'), ('of', 'IN'), ('the', 'DT'), ('sabres', 'NNS'), ('when', 'WRB'), ('he', 'PRP'), ('got', 'VBD'), ('traded', 'VBN'), ('to', 'TO'), ('the', 'DT'), ('leafs', 'NN'), ('also', 'RB'), ('wasn', 'VBD'), ('rick'... | ['think', 'mike', 'foligno', 'captain', 'sabre', 'get', 'trade', 'leaf', 'also', 'rick', 'vaive', 'captain', 'leaf', 'get', 'trade', 'chicago', 'steve', 'thomas', 'ed', 'olcyzk', 'someone', 'speaking', 'leaf', 'believe', 'darryl', 'sittler', 'captain', 'tear', 'jersey', 'think', 'claim', 'captaincy', 'later', 'trade', ... | ['leaf_get', 'oh_yeah'] | rec_sport_hockey_53747 |@lemmatized think:2 mike:1 foligno:1 captain:4 sabre:1 get:2 trade:4 leaf:3 also:1 rick:1 vaive:1 chicago:1 steve:1 thomas:1 ed:1 olcyzk:1 someone:1 speaking:1 believe:1 darryl:1 sittler:1 tear:1 jersey:1 claim:1 captaincy:1 later:1 flyer:1 oh:1 yeah:1 course:1 gretzky:1 oiler:1 |@bigram leaf_g... |
22 |
)>> "The Catalog of Personal Computing Tools for Engineers and Scien-
)>> tists" lists hardware cards and application software packages for
)>> PC/XT/AT/PS/2 class machines. Focus is on engineering and scien-
)>> tific applications of PCs, such as data acquisition/control,
)>> design automation, and data ... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/misc.forsale/75973 | 6 | misc_forsale_75973 | [(')>>', 'IN'), ('the', 'DT'), ('catalog', 'NN'), ('of', 'IN'), ('personal', 'JJ'), ('computing', 'NN'), ('tools', 'NNS'), ('for', 'IN'), ('engineers', 'NNS'), ('and', 'CC'), ('scien', 'JJ'), (')>>', 'NN'), ('tists', 'NNS'), ('lists', 'NNS'), ('hardware', 'VBP'), ('cards', 'NNS'), ('and', 'CC'), ('application', 'NN'), ... | ['catalog', 'personal', 'computing', 'tool', 'engineer', 'scien', 'tists', 'list', 'hardware', 'card', 'application', 'software', 'package', 'pc', 'xt', 'ps', 'class', 'machine', 'focus', 'engineering', 'scien', 'tific', 'application', 'pc', 'data', 'acquisition', 'control', 'design', 'automation', 'data', 'analysis', ... | ['software_package', 'pc_xt', 'data_analysis', 'would_like', 'free_copy', 'mailing_address', 'try_send', 'anyway_want', 'want_get', 'get_touch', 'toll_free', 'free_order', 'tech_support'] | misc_forsale_75973 |@lemmatized catalog:4 personal:2 computing:2 tool:2 engineer:2 scien:2 tists:1 list:1 hardware:1 card:1 application:2 software:1 package:1 pc:2 xt:1 ps:1 class:1 machine:1 focus:1 engineering:1 tific:1 data:2 acquisition:1 control:1 design:1 automation:1 analysis:1 presentation:1 would:1 like:1 free... |
23 |
The control box of the Window itself (upper left corner of the window, single
click, am I being too simplistic?) has a font option. The 8 X 12 is about the
biggest one I can use without the characters turning funky. | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.os.ms-windows.misc/9618 | 2 | comp_os_ms-windows_misc_9618 | [('the', 'DT'), ('control', 'NN'), ('box', 'NN'), ('of', 'IN'), ('the', 'DT'), ('window', 'NN'), ('itself', 'PRP'), ('upper', 'JJ'), ('left', 'VBD'), ('corner', 'NN'), ('of', 'IN'), ('the', 'DT'), ('window', 'NN'), ('single', 'JJ'), ('click', 'NN'), ('am', 'VBP'), ('being', 'VBG'), ('too', 'RB'), ('simplistic', 'JJ'), ... | ['control', 'box', 'window', 'upper', 'leave', 'corner', 'window', 'single', 'click', 'simplistic', 'font', 'option', 'big', 'one', 'use', 'without', 'character', 'turn', 'funky'] | ['box_window', 'leave_corner', 'big_one', 'one_use', 'use_without'] | comp_os_ms-windows_misc_9618 |@lemmatized control:1 box:1 window:2 upper:1 leave:1 corner:1 single:1 click:1 simplistic:1 font:1 option:1 big:1 one:1 use:1 without:1 character:1 turn:1 funky:1 |@bigram box_window:1 leave_corner:1 big_one:1 one_use:1 use_without:1 |
24 | I don't know about the specific problem mentioned in your
message, but I definitely had SCSI problems between my
Q700 and my venerable Jasmine Megadrive 10 cartridge
drives. My solution was to get Silverlining. None of
the loops that involved blind writes worked to the drives;
in fact the only loop that worked was th... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.sys.mac.hardware/51613 | 4 | comp_sys_mac_hardware_51613 | [('don', 'NN'), ('know', 'VBP'), ('about', 'IN'), ('the', 'DT'), ('specific', 'NN'), ('problem', 'NN'), ('mentioned', 'VBD'), ('in', 'IN'), ('your', 'PRP$'), ('message', 'NN'), ('but', 'CC'), ('definitely', 'RB'), ('had', 'VBD'), ('scsi', 'VBN'), ('problems', 'NNS'), ('between', 'IN'), ('my', 'PRP$'), ('q700', 'NN'), (... | ['know', 'specific', 'problem', 'mention', 'message', 'definitely', 'scsi', 'problem', 'venerable', 'jasmine', 'megadrive', 'cartridge', 'drive', 'solution', 'get', 'silverlining', 'none', 'loop', 'involve', 'blind', 'writes', 'work', 'drive', 'fact', 'loop', 'work', 'macintosh', 'software', 'loop', 'whatever', 'mean'] | ['know_specific', 'specific_problem', 'problem_mention', 'scsi_problem', 'cartridge_drive', 'whatever_mean'] | comp_sys_mac_hardware_51613 |@lemmatized know:1 specific:1 problem:2 mention:1 message:1 definitely:1 scsi:1 venerable:1 jasmine:1 megadrive:1 cartridge:1 drive:2 solution:1 get:1 silverlining:1 none:1 loop:3 involve:1 blind:1 writes:1 work:2 fact:1 macintosh:1 software:1 whatever:1 mean:1 |@bigram know_specific:1 spe... |
25 | Hello,
I am looking to add voice input capability to a user interface I am
developing on an HP730 (UNIX) workstation. I would greatly appreciate
information anyone would care to offer about voice input systems that are
easily accessible from the UNIX environment.
The names or adresses of applicable vendo... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/comp.graphics/37915 | 1 | comp_graphics_37915 | [('hello', 'NN'), ('am', 'VBP'), ('looking', 'VBG'), ('to', 'TO'), ('add', 'VB'), ('voice', 'NN'), ('input', 'NN'), ('capability', 'NN'), ('to', 'TO'), ('user', 'VB'), ('interface', 'NN'), ('am', 'VBP'), ('developing', 'VBG'), ('on', 'IN'), ('an', 'DT'), ('hp730', 'NN'), ('unix', 'JJ'), ('workstation', 'NN'), ('would',... | ['hello', 'look', 'add', 'voice', 'input', 'capability', 'user', 'interface', 'develop', 'unix', 'workstation', 'would', 'greatly', 'appreciate', 'information', 'anyone', 'would', 'care', 'offer', 'voice', 'input', 'system', 'easily', 'accessible', 'unix', 'environment', 'name', 'adresses', 'applicable', 'vendor', 'wel... | ['hello_look', 'user_interface', 'unix_workstation', 'would_greatly', 'greatly_appreciate', 'appreciate_information', 'information_anyone', 'anyone_would', 'would_care', 'system_would', 'would_helpful', 'please_respond', 'respond_via', 'via_email', 'email_post', 'post_summary', 'sufficient_interest', 'interest_thanks',... | comp_graphics_37915 |@lemmatized hello:1 look:1 add:1 voice:2 input:2 capability:1 user:1 interface:1 develop:1 unix:2 workstation:1 would:4 greatly:1 appreciate:1 information:1 anyone:1 care:1 offer:1 system:3 easily:1 accessible:1 environment:1 name:1 adresses:1 applicable:1 vendor:1 well:1 experience:1 specific:1 he... |
26 |
Actually, fossil fuel plants run hotter than the usual
boiling-water reactor nuclear plants. (There's a gripe in the industry
that nuclear power uses 1900 vintage steam technology). So it's
more important in nuclear plants to get the cold end of the system
as cold as possible. Hence big cooling towers.
... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/sci.electronics/53670 | 12 | sci_electronics_53670 | [('actually', 'RB'), ('fossil', 'JJ'), ('fuel', 'NN'), ('plants', 'NNS'), ('run', 'VBP'), ('hotter', 'JJR'), ('than', 'IN'), ('the', 'DT'), ('usual', 'JJ'), ('boiling', 'NN'), ('water', 'NN'), ('reactor', 'NN'), ('nuclear', 'JJ'), ('plants', 'NNS'), ('there', 'RB'), ('gripe', 'VBP'), ('in', 'IN'), ('the', 'DT'), ('indu... | ['actually', 'fossil', 'fuel', 'plant', 'run', 'hot', 'usual', 'boiling', 'water', 'reactor', 'nuclear', 'plant', 'gripe', 'industry', 'nuclear', 'power', 'use', 'vintage', 'steam', 'technology', 'important', 'nuclear', 'plant', 'get', 'cold', 'end', 'system', 'cold', 'possible', 'hence', 'big', 'cooling', 'tower', 'oi... | ['fossil_fuel', 'fuel_plant', 'run_hot', 'nuclear_plant', 'nuclear_power', 'power_use', 'nuclear_plant', 'get_cold', 'cooling_tower', 'oil_gas', 'hot_water', 'use_big'] | sci_electronics_53670 |@lemmatized actually:1 fossil:1 fuel:1 plant:5 run:2 hot:2 usual:1 boiling:1 water:7 reactor:1 nuclear:3 gripe:1 industry:1 power:1 use:3 vintage:1 steam:3 technology:1 important:1 get:2 cold:2 end:1 system:1 possible:1 hence:1 big:2 cooling:1 tower:1 oil:1 gas:1 fire:1 also:1 condenser:2 usually... |
27 | Doug Roberts - Ken Hill for NL MVP!!
Let's go 'Spos
| /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.sport.baseball/104428 | 9 | rec_sport_baseball_104428 | [('doug', 'NN'), ('roberts', 'NNS'), ('ken', 'VBP'), ('hill', 'NN'), ('for', 'IN'), ('nl', 'JJ'), ('mvp', 'NN'), ('!!', 'NNP'), ('let', 'VBD'), ('go', 'VB'), ('spos', 'VB')] | ['doug', 'robert', 'ken', 'hill', 'nl', 'mvp', 'let', 'go', 'spos'] | ['let_go'] | rec_sport_baseball_104428 |@lemmatized doug:1 robert:1 ken:1 hill:1 nl:1 mvp:1 let:1 go:1 spos:1 |@bigram let_go:1 |
28 |
Yes.
(I am adamantly an environmentalist. I will not use styrofoam table service.
Please keep that in mind as you read this post - I do not wish to attack
environmentalism)
A half truth is at least as dangerous as a complete lie. A complete lie will
rarely be readily accepted, while a half truth (the lie subtly hi... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/soc.religion.christian/20558 | 15 | soc_religion_christian_20558 | [('yes', 'RB'), ('am', 'VBP'), ('adamantly', 'RB'), ('an', 'DT'), ('environmentalist', 'NN'), ('will', 'MD'), ('not', 'RB'), ('use', 'VB'), ('styrofoam', 'NN'), ('table', 'JJ'), ('service', 'NN'), ('please', 'NN'), ('keep', 'VB'), ('that', 'IN'), ('in', 'IN'), ('mind', 'NN'), ('as', 'IN'), ('you', 'PRP'), ('read', 'VBP... | ['yes', 'adamantly', 'environmentalist', 'use', 'styrofoam', 'table', 'service', 'please', 'keep', 'mind', 'read', 'post', 'wish', 'attack', 'environmentalism', 'half', 'truth', 'least', 'dangerous', 'complete', 'lie', 'complete', 'lie', 'rarely', 'readily', 'accept', 'half', 'truth', 'lie', 'subtly', 'hide', 'powerful... | ['please_keep', 'keep_mind', 'read_post', 'half_truth', 'half_truth', 'offer_one', 'something_god', 'future_generation', 'think_go', 'leave_one', 'see_two', 'future_generation', 'apostle_paul', 'might_save', 'important_thing', 'spend_time', 'put_foot', 'foot_mouth', 'one_many'] | soc_religion_christian_20558 |@lemmatized yes:1 adamantly:1 environmentalist:1 use:1 styrofoam:1 table:1 service:1 please:1 keep:1 mind:1 read:1 post:1 wish:1 attack:1 environmentalism:1 half:2 truth:2 least:1 dangerous:1 complete:2 lie:3 rarely:1 readily:1 accept:1 subtly:1 hide:1 powerfully:1 offer:1 one:5 masquerade... |
29 |
It depends on your priorities. A lot of people put higher priorities
on gas mileage and cost than on safety, buying "unsafe" econoboxes
instead of Volvos. I personally take a middle ground -- the only
thing I really look for is a three-point seatbelt and 5+mph bumpers.
I figure that 30mph collisions into brick walls... | /home/egorov/scikit_learn_data/20news_home/20news-bydate-train/rec.autos/102990 | 7 | rec_autos_102990 | [('it', 'PRP'), ('depends', 'VBZ'), ('on', 'IN'), ('your', 'PRP$'), ('priorities', 'NNS'), ('lot', 'NN'), ('of', 'IN'), ('people', 'NNS'), ('put', 'VBP'), ('higher', 'JJR'), ('priorities', 'NNS'), ('on', 'IN'), ('gas', 'NN'), ('mileage', 'NN'), ('and', 'CC'), ('cost', 'NN'), ('than', 'IN'), ('on', 'IN'), ('safety', 'NN... | ['depend', 'priority', 'lot', 'people', 'put', 'high', 'priority', 'gas', 'mileage', 'cost', 'safety', 'buying', 'unsafe', 'econoboxes', 'instead', 'volvos', 'personally', 'take', 'middle', 'ground', 'thing', 'really', 'look', 'three', 'point', 'seatbelt', 'mph', 'bumper', 'figure', 'collision', 'brick', 'wall', 'commo... | ['lot_people', 'people_put', 'high_priority', 'gas_mileage', 'thing_really', 'really_look', 'spend_much', 'extra_money', 'low_speed'] | rec_autos_102990 |@lemmatized depend:1 priority:2 lot:2 people:1 put:1 high:1 gas:1 mileage:1 cost:1 safety:1 buying:1 unsafe:1 econoboxes:1 instead:1 volvos:1 personally:1 take:1 middle:1 ground:1 thing:1 really:1 look:1 three:1 point:1 seatbelt:1 mph:1 bumper:1 figure:1 collision:2 brick:1 wall:1 common:1 enough:1 sp... |
End of preview. Expand in Data Studio
20 Newsgroups
Train
Some measurable characteristics of the dataset:
- D — number of documents
- W — modality dictionary size (number of unique tokens)
- len D — average document length in modality tokens (number of tokens)
- len D uniq — average document length in unique modality tokens (number of unique tokens)
| D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq | |
|---|---|---|---|---|---|---|---|
| value | 11301 | 1.0614e+06 | 93.9204 | 60.5687 | 213701 | 18.9099 | 15.0068 |
Information about document lengths in modality tokens:
| len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram | |
|---|---|---|---|---|
| mean | 93.9204 | 18.9099 | 60.5687 | 15.0068 |
| std | 276.901 | 66.4278 | 104.23 | 39.1756 |
| min | 0 | 0 | 0 | 0 |
| 25% | 20 | 3 | 19 | 3 |
| 50% | 42 | 8 | 35 | 8 |
| 75% | 83 | 16 | 65 | 15 |
| max | 6497 | 1528 | 1875 | 831 |
Metadata: known class labels (20 classes).
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