diff --git a/.gitignore b/.gitignore index 3514d34..c925224 100644 --- a/.gitignore +++ b/.gitignore @@ -1,5 +1,10 @@ config/*.csv +!config/wordfreq_clean.csv config/*.yaml +NewNumberSteps.txt +dump_from_db.py +test.py +config_archive/ # Byte-compiled / optimized / DLL files __pycache__/ diff --git a/config/wordfreq_clean.csv b/config/wordfreq_clean.csv new file mode 100644 index 0000000..8d6a380 --- /dev/null +++ b/config/wordfreq_clean.csv @@ -0,0 +1,13776 @@ +text,label +.pl,NONE +a,NONE +abandon,ANOMOLY +above,NONE +abroad,MOVEMENT/TRAVEL +absence,ASYLUM/REGISTRATION/ADMIN +accept,ASYLUM/REGISTRATION/ADMIN +accommodation,SHELTER/HOUSING +act,HUMANS +action,ASYLUM/REGISTRATION/ADMIN +actions,ASYLUM/REGISTRATION/ADMIN +adaptation,LANGUAGE +address,CONTACT/CHANNELS/ONLINE +addresses,CONTACT/CHANNELS/ONLINE +adopt,LEGAL +adults,HUMANS +after,NONE +again,NONE +age,ASYLUM/REGISTRATION/ADMIN +aid,NEED +airplane,MOVEMENT/TRAVEL +airport,MOVEMENT/TRAVEL +aldi,FOOD +all,NONE +all the way,NONE +already,NONE +am,TIME +amazing,FEEDBACK/SENTIMENT +amount,PAYMENT/CASH +analysis,HEALTH +and,NONE +animals,PETS +another,NONE +answer,QUESTION +antibiotic,HEALTH +any,NONE +apartment,SHELTER/HOUSING +apparently,SHELTER/HOUSING +application,ASYLUM/REGISTRATION/ADMIN +approach,NONE +approximately,NONE +april,TIME +ask,QUESTION +asks,QUESTION +assist,NEED +attention,INFO +auchan,FOOD +august,TIME +auxiliary,NONE +available,NONE +babes,HUMANS +ball,NONE +bank,PAYMENT/CASH +bankovsky,PAYMENT/CASH +base,MOVEMENT/TRAVEL +basis,FEEDBACK/SENTIMENT +be,SHELTER/HOUSING +be able to,NONE +be sure to,NONE +beads,NONE +became,NONE +because,NONE +beginning,NONE +better,NONE +between,NONE +bezhenets,NONE +biedronka,PETS +binance,PAYMENT/CASH +biometrics,LEGAL +birth,HEALTH +births,HEALTH +blick,PAYMENT/CASH +bolshinstvo,NONE +border,MOVEMENT/TRAVEL +borderchippingvaccination,MOVEMENT/TRAVEL +brother,HUMANS +budget,PAYMENT/CASH +bus,MOVEMENT/TRAVEL +bus station,MOVEMENT/TRAVEL +buses,MOVEMENT/TRAVEL +button,CONTACT/CHANNELS/ONLINE +buy,NEED +by ours,NONE +c1,LANGUAGE +call,CONTACT/CHANNELS/ONLINE +came,MOVEMENT/TRAVEL +can,QUESTION +car,MOVEMENT/TRAVEL +card,PAYMENT/CASH +carrefour,FOOD +carrier,MOVEMENT/TRAVEL +cars,MOVEMENT/TRAVEL +case,NONE +casesvseh,NONE +cash,PAYMENT/CASH +catch,NONE +centre,LOCATION +certificate,LEGAL +certificates,LEGAL +chance,PAYMENT/CASH +change,PAYMENT/CASH +channel,CONTACT/CHANNELS/ONLINE +channels,CONTACT/CHANNELS/ONLINE +charging,PAYMENT/CASH +cheaper,PAYMENT/CASH +check,QUESTION +check in,SHELTER/HOUSING +check-out,SHELTER/HOUSING +cherenkov,ANOMOLY +chernovtsy,LOCATION +child,HUMANS +children,HUMANS +choice,NONE +choose,NONE +christmas,TIME +citizen,HUMANS +claimed,ASYLUM/REGISTRATION/ADMIN +clarify,QUESTION +class,EDUCATION/SCHOOL +classes,EDUCATION/SCHOOL +client,WORK +clinic,HEALTH +clock,NONE +close,UN +clothes,CLOTHING +code,PAYMENT/CASH +college,EDUCATION/SCHOOL +come,MOVEMENT/TRAVEL +comes,MOVEMENT/TRAVEL +comes in,MOVEMENT/TRAVEL +commodity,NEED +communicate,CONTACT/CHANNELS/ONLINE +company,WORK +composition,NONE +condition,ASYLUM/REGISTRATION/ADMIN +conditions,ASYLUM/REGISTRATION/ADMIN +conducts,NONE +configuration,NONE +confirm,ASYLUM/REGISTRATION/ADMIN +confirmation,ASYLUM/REGISTRATION/ADMIN +connection,CONTACT/CHANNELS/ONLINE +consulate,LEGAL +consultation,HEALTH +contact,CONTACT/CHANNELS/ONLINE +contacts,CONTACT/CHANNELS/ONLINE +contract,LEGAL +convention,NONE +cooperation,CONTACT/CHANNELS/ONLINE +correctly,FEEDBACK/SENTIMENT +cost,PAYMENT/CASH +cough,HEALTH +count,PAYMENT/CASH +country,LOCATION +couple,HUMANS +courier,MOVEMENT/TRAVEL +course,EDUCATION/SCHOOL +courses,EDUCATION/SCHOOL +create,ARMY +cross,RED CROSS +currency,PAYMENT/CASH +customary,LOCATION +cut,HEALTH +czech republic,LOCATION +data,ASYLUM/REGISTRATION/ADMIN +date,TIME +daughter,HUMANS +day,TIME +day to day,TIME +days,TIME +dear,FEEDBACK/SENTIMENT +december,TIME +decision,ASYLUM/REGISTRATION/ADMIN +delivery,MOVEMENT/TRAVEL +departure,MOVEMENT/TRAVEL +depend,PAYMENT/CASH +depending upon,NONE +design,NONE +desire,NONE +detail,NONE +detok,HUMANS +did,QUESTION +different,FEEDBACK/SENTIMENT +diploma,EDUCATION/SCHOOL +direct,MOVEMENT/TRAVEL +direction,MOVEMENT/TRAVEL +discharged,ARMY +discharging,ARMY +discount,PAYMENT/CASH +discounts,PAYMENT/CASH +discrimination,ANOMOLY +disposable,NONE +district,LOCATION +diya,LEGAL +dluga,LOCATION +do,QUESTION +dobroe,NONE +dobryi,FEEDBACK/SENTIMENT +doctor,HEALTH +document,LEGAL +documents,LEGAL +doezd,MOVEMENT/TRAVEL +dollar,PAYMENT/CASH +dr.,HEALTH +draw,UN +dreaming,NONE +drink,FOOD +driver,MOVEMENT/TRAVEL +drugstore,HEALTH +during,NONE +dvur,NONE +dwelling,SHELTER/HOUSING +each,NONE +earn,PAYMENT/CASH +easier,NONE +edet,MOVEMENT/TRAVEL +education,EDUCATION/SCHOOL +educational,EDUCATION/SCHOOL +ehat,NONE +ekran,SHELTER/HOUSING +electronic,LEGAL +end,UN +engage,NONE +english,LANGUAGE +entry,MOVEMENT/TRAVEL +equal,NONE +es,LOCATION +eu,PAYMENT/CASH +euro,PAYMENT/CASH +europe,LOCATION +evening,TIME +exactly,NONE +executioner,PETS +exit,MOVEMENT/TRAVEL +experience,QUESTION +eye,HEALTH +ezdyt,MOVEMENT/TRAVEL +f1international,MOVEMENT/TRAVEL +face,TIME +fact,NONE +fairly,NONE +families,HUMANS +family,HUMANS +fast,FEEDBACK/SENTIMENT +faster,FEEDBACK/SENTIMENT +father,HUMANS +fear,ANOMOLY +february,TIME +fee,PAYMENT/CASH +feed,FOOD +festive,NONE +few,NONE +filing,NONE +fill,ASYLUM/REGISTRATION/ADMIN +find,NEED +find out,NEED +finding,NEED +fine,PAYMENT/CASH +finish,NONE +firmennom,WORK +first,PAYMENT/CASH +flight,MOVEMENT/TRAVEL +flowerpots,FOOD +food,FOOD +for,NONE +for example,NONE +foreign,MOVEMENT/TRAVEL +foreigner,MOVEMENT/TRAVEL +form,ASYLUM/REGISTRATION/ADMIN +foundation,UN +free,NONE +freebies,PAYMENT/CASH +friday,TIME +friends,HUMANS +frontier,MOVEMENT/TRAVEL +fund,PAYMENT/CASH +funds,PAYMENT/CASH +gave,UN +gdansk,LOCATION +generally,NONE +germany,LOCATION +get,PAYMENT/CASH +getting,NONE +girl,HUMANS +girls,QUESTION +give,UN +glory,NONE +gmina,LOCATION +go,MOVEMENT/TRAVEL +god,NONE +gone,MOVEMENT/TRAVEL +good,MOVEMENT/TRAVEL +good night,TIME +google,CONTACT/CHANNELS/ONLINE +got,NONE +graphic,NONE +graphics,NONE +grasp,NONE +grateful,FEEDBACK/SENTIMENT +grazhdan,HUMANS +great,MOVEMENT/TRAVEL +greenhouse,WORK +gross,WORK +group,CONTACT/CHANNELS/ONLINE +guarantee,LEGAL +guard,HUMANS +guardian,LEGAL +guardianship,LEGAL +habitation,SHELTER/HOUSING +had,NONE +half,NONE +hanging,NONE +hard,FEEDBACK/SENTIMENT +health,HEALTH +health resort,HEALTH +heard,NONE +hello,PAYMENT/CASH +help,NEED +here,NONE +higher,NONE +his,NONE +history,EDUCATION/SCHOOL +holiday,TIME +holidays,TIME +home,SHELTER/HOUSING +hospital,HEALTH +hosted,SHELTER/HOUSING +hour,TIME +hours,TIME +house,SHELTER/HOUSING +housing,SHELTER/HOUSING +how,QUESTION +how much,QUESTION +httpsinvitevibercomg2aqb6ovumlwgsi0nlk8broba24rnsl9i9pz0d2mhpcjuheyigh0quvdzyhwjaxhht,NONE +human,HUMANS +husband,HUMANS +i remember,NONE +i will give,NEED +ice rink,NONE +id,LEGAL +idcard,LEGAL +if,NONE +immediately,NONE +import,MOVEMENT/TRAVEL +important,INFO +in order that,NONE +in the view,NONE +incoming,MOVEMENT/TRAVEL +individual,HUMANS +individually,NONE +information,INFO +ingrown inexpensive,HUMANS +inner,NONE +inpharm,NONE +install,SHELTER/HOUSING +institution,UN +insurance,LEGAL +interest,NONE +interesting,FEEDBACK/SENTIMENT +international,MOVEMENT/TRAVEL +internet,CONTACT/CHANNELS/ONLINE +intersection,LOCATION +interview,WORK +invalid,NONE +invite,ASYLUM/REGISTRATION/ADMIN +is,NONE +ischem,NEED +issue,NONE +it is necessary,NEED +item,MOVEMENT/TRAVEL +izza,PAYMENT/CASH +january,TIME +join,CONTACT/CHANNELS/ONLINE +juror,LEGAL +kanun,NONE +katowice,LOCATION +kaufland,FOOD +kiev,LOCATION +km,MOVEMENT/TRAVEL +knife,NONE +know,QUESTION +knowledge,QUESTION +knows,QUESTION +kombajny,NONE +krak,LOCATION +krakow,LOCATION +krasnyi,RED CROSS +ktoto,NONE +landing,MOVEMENT/TRAVEL +language,LANGUAGE +last,PAYMENT/CASH +law,LEGAL +lawyer,LEGAL +lead,NONE +learn,EDUCATION/SCHOOL +leave,MOVEMENT/TRAVEL +lekarstvo,HEALTH +lesson,EDUCATION/SCHOOL +let,NONE +letter,CONTACT/CHANNELS/ONLINE +level,NONE +lidl,FOOD +life,NONE +likewise,NONE +line,NONE +link,CONTACT/CHANNELS/ONLINE +list,ASYLUM/REGISTRATION/ADMIN +literacy,EDUCATION/SCHOOL +live,SHELTER/HOUSING +load,NONE +local,LOCATION +lodz,LOCATION +log in,CONTACT/CHANNELS/ONLINE +login,CONTACT/CHANNELS/ONLINE +long,CONTACT/CHANNELS/ONLINE +look,NONE +ls,NONE +lubelska,LOCATION +lux,FEEDBACK/SENTIMENT +lvov,LOCATION +lyceum,EDUCATION/SCHOOL +lyuboi,NONE +made,QUESTION +mail,CONTACT/CHANNELS/ONLINE +main,CONTACT/CHANNELS/ONLINE +make out,LEGAL +man,HUMANS +manager,WORK +manufactory,WORK +many,NONE +map,NONE +march,TIME +mat,NONE +maximum,ASYLUM/REGISTRATION/ADMIN +mean,TIME +medicine,HEALTH +medium,NONE +mg,NONE +minutes,TIME +miss,HUMANS +mission,ARMY +ml,NONE +mobyvatel,CONTACT/CHANNELS/ONLINE +mobywatel,CONTACT/CHANNELS/ONLINE +möd,QUESTION +mode,NONE +mom,HUMANS +moment,TIME +moms,HUMANS +monday,TIME +money,PAYMENT/CASH +month,TIME +moon,NONE +more,NONE +morning,TIME +mother,HUMANS +mrs,HUMANS +my,NONE +,NONE +nakhodyam,NONE +name,ASYLUM/REGISTRATION/ADMIN +names,ASYLUM/REGISTRATION/ADMIN +narrow narrow,EDUCATION/SCHOOL +native,LANGUAGE +near,LOCATION +necessary,NEED +nedelnyi,TIME +nedelya,TIME +need,NEED +needy,NEED +netto,FOOD +new,NEED +next,PAYMENT/CASH +nfz,HEALTH +night,TIME +no,NONE +no way,NONE +none,NONE +norm,ASYLUM/REGISTRATION/ADMIN +not exceed,NONE +notarial,LEGAL +nothing,NONE +notice,INFO +november,TIME +novogodny,TIME +now,TIME +number,CONTACT/CHANNELS/ONLINE +objectivity,ARMY +obratno,NONE +obyazatelno,NONE +obychnom,NONE +occur,NONE +ochered,MOVEMENT/TRAVEL +october,TIME +offer,UN +office,WORK +official,CONTACT/CHANNELS/ONLINE +ok,NONE +one,PAYMENT/CASH +online,CONTACT/CHANNELS/ONLINE +only,NONE +open,ASYLUM/REGISTRATION/ADMIN +opportunity,NONE +or,NONE +order,NEED +organization,UN +origin,NONE +originally,NONE +originate,NONE +ostalnye,NONE +other,NONE +our,NONE +outcome,NONE +output,NONE +over,NONE +own,NONE +page,CONTACT/CHANNELS/ONLINE +parent,HUMANS +parents,HUMANS +participation,HUMANS +pass,MOVEMENT/TRAVEL +passes,MOVEMENT/TRAVEL +passport,LEGAL +password,CONTACT/CHANNELS/ONLINE +pay,PAYMENT/CASH +payment,PAYMENT/CASH +people,HUMANS +perfection,NONE +perhaps,NONE +periode,ASYLUM/REGISTRATION/ADMIN +permanent,LEGAL +person,HUMANS +personal,NONE +personally,NONE +pesel,ASYLUM/REGISTRATION/ADMIN +petition,LEGAL +petrol,MOVEMENT/TRAVEL +phone,CONTACT/CHANNELS/ONLINE +photo,LEGAL +pick,MOVEMENT/TRAVEL +pl,PAYMENT/CASH +plan,NONE +platform,MOVEMENT/TRAVEL +play,PAYMENT/CASH +please,QUESTION +pln,PAYMENT/CASH +pm,TIME +pobyta,NONE +pobytu,ANOMOLY +poemto,NONE +poland,LOCATION +pole,HUMANS +polish,LANGUAGE +popast,NONE +popular,NONE +pot,NONE +practice,NONE +prazdnik,TIME +predetermined,NONE +prepodavatat,EDUCATION/SCHOOL +prescription,HEALTH +presence,ASYLUM/REGISTRATION/ADMIN +previously,TIME +price,PAYMENT/CASH +priehali,NONE +privat,PAYMENT/CASH +private,PAYMENT/CASH +priyom,NONE +problem,NONE +problems,NONE +procedure,ASYLUM/REGISTRATION/ADMIN +produced,NONE +product,FOOD +production,WORK +professional,WORK +profile,CONTACT/CHANNELS/ONLINE +program,UN +project,UN +proshlyi,NONE +protection,ASYLUM/REGISTRATION/ADMIN +provide,UN +psychological,HEALTH +pug,PETS +purchase,NEED +put,NONE +question,QUESTION +questionnaire,ASYLUM/REGISTRATION/ADMIN +queue,UN +quite,NONE +railway,MOVEMENT/TRAVEL +rassada,NONE +rate,PAYMENT/CASH +raza,TIME +razgovornom,NONE +razmer,NONE +read,NONE +ready,FOOD +really,NONE +rebenka,HUMANS +rebenku,HUMANS +rebenok,HUMANS +receive,PAYMENT/CASH +received,PAYMENT/CASH +reception,SHELTER/HOUSING +recipe,FOOD +record,ASYLUM/REGISTRATION/ADMIN +recording,ASYLUM/REGISTRATION/ADMIN +records,ASYLUM/REGISTRATION/ADMIN +red,RED CROSS +refugee,HUMANS +regarding,NONE +register,ASYLUM/REGISTRATION/ADMIN +registration,ASYLUM/REGISTRATION/ADMIN +registration certificates,LEGAL +remotely,WORK +remove,ASYLUM/REGISTRATION/ADMIN +repair,SHELTER/HOUSING +reply,QUESTION +require,ASYLUM/REGISTRATION/ADMIN +restore,PAYMENT/CASH +return,MOVEMENT/TRAVEL +reveal,NONE +rewards,NONE +right,LEGAL +rights,LEGAL +robot,CONTACT/CHANNELS/ONLINE +rock,ARMY +route,MOVEMENT/TRAVEL +równoległy,NONE +rules,ASYLUM/REGISTRATION/ADMIN +said,ASYLUM/REGISTRATION/ADMIN +salary,PAYMENT/CASH +sale,NONE +save,ASYLUM/REGISTRATION/ADMIN +say,QUESTION +says,QUESTION +sayte,CONTACT/CHANNELS/ONLINE +sazhentsev,NONE +schedule,NONE +scheduled,TIME +schet,PAYMENT/CASH +scholarship,EDUCATION/SCHOOL +school,EDUCATION/SCHOOL +schoolboy,HUMANS +science,EDUCATION/SCHOOL +sdely,QUESTION +seal,PETS +seals,NONE +search,NEED +second,PAYMENT/CASH +see,QUESTION +seeking,NEED +seen,NONE +send,MOVEMENT/TRAVEL +senior,HUMANS +separate,NONE +service,NEED +services,NEED +set,NONE +sets,NONE +several,NONE +share,QUESTION +shelter,SHELTER/HOUSING +sho,NONE +shoot,PAYMENT/CASH +showed,NONE +sign,CONTACT/CHANNELS/ONLINE +sign up,ASYLUM/REGISTRATION/ADMIN +signature,NONE +sincerely,NONE +sing,NONE +sister,HUMANS +sit,NONE +site,CONTACT/CHANNELS/ONLINE +sites,CONTACT/CHANNELS/ONLINE +situation,ASYLUM/REGISTRATION/ADMIN +skill,NONE +slightly,NONE +small,FEEDBACK/SENTIMENT +smena,PAYMENT/CASH +smoch,QUESTION +sms,CONTACT/CHANNELS/ONLINE +sobesedovanie,WORK +social,CONTACT/CHANNELS/ONLINE +solution,ASYLUM/REGISTRATION/ADMIN +solve,ASYLUM/REGISTRATION/ADMIN +some,QUESTION +somehow,NONE +someone,QUESTION +something,NONE +sometimes,NONE +somewhere,NONE +son,HUMANS +sor,NONE +sorry,NONE +sorting,NONE +sotrudnikov,WORK +source,INFO +spain,LOCATION +spam treatment,ANOMOLY +speak,NONE +specialist,HEALTH +speciality,HEALTH +specify,NONE +spectacles,NONE +spot,SHELTER/HOUSING +sprashyvatat,QUESTION +stalk,NONE +stamps,PAYMENT/CASH +stand,NONE +standing,PAYMENT/CASH +start,CONTACT/CHANNELS/ONLINE +state,NONE +station,MOVEMENT/TRAVEL +status,ASYLUM/REGISTRATION/ADMIN +stay,SHELTER/HOUSING +sticks,NONE +stokrotka,FOOD +store,LOCATION +stores,NEED +strane,LOCATION +strongly,NONE +student,HUMANS +study,EDUCATION/SCHOOL +stuff,NONE +styling,NONE +submission,PAYMENT/CASH +submitted,ASYLUM/REGISTRATION/ADMIN +suburb,LOCATION +such,NONE +suggestion,QUESTION +summer,TIME +sunday,TIME +super,FOOD +supermarket,FOOD +support,NEED +syrup,FOOD +system,NONE +szt,NONE +tabletki,NONE +take,HUMANS +take away,FOOD +td,NONE +teach,EDUCATION/SCHOOL +teacher,EDUCATION/SCHOOL +teaching,EDUCATION/SCHOOL +team,NONE +techniques,NONE +teen,HUMANS +tel,CONTACT/CHANNELS/ONLINE +telegram,CONTACT/CHANNELS/ONLINE +telephone,CONTACT/CHANNELS/ONLINE +telephoneteleviber,CONTACT/CHANNELS/ONLINE +telezhek,MOVEMENT/TRAVEL +telezhky,MOVEMENT/TRAVEL +tell,QUESTION +tell me,QUESTION +temperature,SHELTER/HOUSING +temporary,ASYLUM/REGISTRATION/ADMIN +term,ASYLUM/REGISTRATION/ADMIN +territory,LOCATION +test,HEALTH +thank,NONE +that,NONE +the,NONE +their,NONE +theme,NONE +then,NONE +there,NONE +these,NONE +thing,FEEDBACK/SENTIMENT +third,PAYMENT/CASH +this,LOCATION +those,NONE +though,NONE +to anyone,NONE +to the president,NONE +to the worker,WORK +today,TIME +tomorrow,TIME +took,NONE +town,LOCATION +trading,WORK +train,MOVEMENT/TRAVEL +translation,LANGUAGE +transport,MOVEMENT/TRAVEL +travel,MOVEMENT/TRAVEL +treaty,LEGAL +trial,LEGAL +trip,MOVEMENT/TRAVEL +try,NONE +turn,NONE +turned,NONE +two,PAYMENT/CASH +type,UN +uah,PAYMENT/CASH +ukr,LOCATION +ukraine,LOCATION +ukrainian,LANGUAGE +un,UN +understand,NONE +unfortunately,NONE +unicef,UN +university,EDUCATION/SCHOOL +until,TIME +update,ASYLUM/REGISTRATION/ADMIN +urination,NEED +use,NONE +usually,NONE +uzhond,PAYMENT/CASH +uzhondi,PAYMENT/CASH +vacancy,WORK +valid,LEGAL +variant,HEALTH +various,NONE +vchera,TIME +very,NONE +viber,CONTACT/CHANNELS/ONLINE +video,CONTACT/CHANNELS/ONLINE +visa,LEGAL +visa-free travel,LEGAL +vision,NONE +visit,MOVEMENT/TRAVEL +vladelets,SHELTER/HOUSING +vocals,NONE +voditelsky,MOVEMENT/TRAVEL +volonter,HUMANS +volunteer,NEED +volunteers,HUMANS +voznagrazhdenie,NONE +vyehat,MOVEMENT/TRAVEL +vyezzhat,MOVEMENT/TRAVEL +vygnat,ASYLUM/REGISTRATION/ADMIN +vykhodnoy,TIME +vysoko,NONE +wait,PAYMENT/CASH +waiting,PAYMENT/CASH +walk,MOVEMENT/TRAVEL +walks,MOVEMENT/TRAVEL +want,QUESTION +war,ARMY +warehouse,LOCATION +warsaw,LOCATION +warszawa,LOCATION +week,TIME +weeks,TIME +welcome,NONE +well,NONE +what is,QUESTION +whatever,NONE +whatsapp,CONTACT/CHANNELS/ONLINE +where,QUESTION +which,QUESTION +who,QUESTION +why,QUESTION +will,QUESTION +will appear,QUESTION +will be drained,NONE +will get,NEED +will give a blessing,NONE +will issue,LEGAL +will let in,NONE +will liberate,ASYLUM/REGISTRATION/ADMIN +will make,NONE +with,QUESTION +woman,HUMANS +wonderfully,NONE +work,WORK +workbuilding,WORK +worker,WORK +working,WORK +world,LOCATION +would,QUESTION +write,QUESTION +written,QUESTION +wroclaw,LOCATION +wrote,QUESTION +yanwar,TIME +yazyk,LANGUAGE +year,TIME +yesterday,TIME +yet,LOCATION +your,NONE +yourself,NONE +żabka,PETS +zagran,MOVEMENT/TRAVEL +zagranpasport,LEGAL +zapretit,ANOMOLY +zaufaniy,NONE +zaufanogo,NONE +zgierz,LOCATION +zł,PAYMENT/CASH +zlecenia,ANOMOLY +zloty,PAYMENT/CASH +zlotykh,PAYMENT/CASH +zous,LEGAL +possible,TIME +restoration,FOOD +displacement,MOVEMENT/TRAVEL +receipt,PAYMENT/CASH +assignment,NONE +traktopa,NONE +ў,NONE +certification,LEGAL +identityrava,NONE +.3d,PAYMENT/CASH +.app,NONE +.max,NONE +.part,NONE + green,LEGAL +,NONE +httpstmeyarmarka_mamaya764,NONE +httpstmeyarmarka_mamaya766,NONE +o nline,NONE +upon,NONE +_big,NONE +_plovdiv_sophia,NONE +0637260414vibertelegramm,NONE +0758276922telegram,NONE +10001100as,NONE +1000gb,NONE +100uah,PAYMENT/CASH +10leipayment,PAYMENT/CASH +10x15,PAYMENT/CASH +1103uah,NONE +113012hov,PAYMENT/CASH +14kg75lei,NONE +1500uah,PAYMENT/CASH +1800uah,PAYMENT/CASH +1905uah,PAYMENT/CASH +1biometric,LEGAL +1dmega,NONE +1st,PAYMENT/CASH +20lei,PAYMENT/CASH +247,PAYMENT/CASH +24a,NONE +24pay,PAYMENT/CASH +2500 km,MOVEMENT/TRAVEL +2619uah,PAYMENT/CASH +29th,TIME +2id,PAYMENT/CASH +2nd,PAYMENT/CASH +2x,PAYMENT/CASH +30th,TIME +31st,TIME +3314uah,PAYMENT/CASH +3gb,NONE +3kv,NONE +3rd,PAYMENT/CASH +3x,PAYMENT/CASH +4 place,NONE +4159uah,PAYMENT/CASH +47 m,PAYMENT/CASH +4894uah,PAYMENT/CASH +4th,PAYMENT/CASH +4x,PAYMENT/CASH +5000euro,PAYMENT/CASH +500gb,NONE +55lei,PAYMENT/CASH +5630uah,PAYMENT/CASH +5765uah,PAYMENT/CASH +5915uah,PAYMENT/CASH +5952uah,PAYMENT/CASH +5th,PAYMENT/CASH +6006uah,PAYMENT/CASH +6060uah,PAYMENT/CASH +60lei,PAYMENT/CASH +670m,NONE +693uah,PAYMENT/CASH +6th,PAYMENT/CASH +70lei,PAYMENT/CASH +750gb,NONE +750w,NONE +7th,PAYMENT/CASH +8th,PAYMENT/CASH +9hour,TIME +a7225,NONE +aaa,NONE +ab,NONE +about,NONE +absolutely,NONE +absorb,ASYLUM/REGISTRATION/ADMIN +accepted,ASYLUM/REGISTRATION/ADMIN +access,MOVEMENT/TRAVEL +accessen,UN +accessibility,UN +accessories,NONE +accident,ANOMOLY +according to,NONE +"accordingly,",NONE +account,PAYMENT/CASH +accounting,PAYMENT/CASH +accounts,PAYMENT/CASH +accumulative,NONE +accurate,NONE +ace,NONE +acid,NONE +activate,PAYMENT/CASH +active,PAYMENT/CASH +actively,NONE +activities,NEED +activity,HUMANS +actual,NONE +actually,NONE +actualochka,NONE +add,ASYLUM/REGISTRATION/ADMIN +add up,NONE +additional,PAYMENT/CASH +additionally,NONE +adequate,FEEDBACK/SENTIMENT +adjust,UN +admin,ASYLUM/REGISTRATION/ADMIN +adminam,ASYLUM/REGISTRATION/ADMIN +administration,ASYLUM/REGISTRATION/ADMIN +adminov,ASYLUM/REGISTRATION/ADMIN +adult,HUMANS +advanced,NONE +advertisement,INFO +advertising,NONE +advice,QUESTION +advise,QUESTION +aeroplane,MOVEMENT/TRAVEL +aeroport,MOVEMENT/TRAVEL +aeroportdo,MOVEMENT/TRAVEL +aeroportuna,MOVEMENT/TRAVEL +aesthetics,EDUCATION/SCHOOL +afi,NONE +afraid,ANOMOLY +after a few,NONE +after the last,NONE +after tomorrow,TIME +aftermath,NONE +agency,WORK +aggression,ANOMOLY +agree,NONE +agreement,ASYLUM/REGISTRATION/ADMIN +air,MOVEMENT/TRAVEL +air conditioning,SHELTER/HOUSING +airbnb,SHELTER/HOUSING +airtouch,MOVEMENT/TRAVEL +ajad,SHELTER/HOUSING +al,NONE +ala,NONE +alcohol,FOOD +alexander,NONE +alexei,LOCATION +alezas,LOCATION +alezzi,LOCATION +alezzy,LOCATION +alien,LEGAL +aligote,NONE +all odd,NONE +all sorts of,NONE +allergia,HEALTH +allow,NONE +alltaka,NONE +along the way,NONE +alpha,NONE +also,NONE +alter,NONE +alternative,NONE +altex,NONE +alyona,NONE +amateur,HUMANS +amaths,NONE +amati,LOCATION +america,LOCATION +among,NONE +an,NONE +analog,CONTACT/CHANNELS/ONLINE +analogous,NONE +analogues,NONE +anastasia,NONE +ancestral,NONE +andrei,NONE +andrey,NONE +android,CONTACT/CHANNELS/ONLINE +angle,NONE +ani,NONE +animator,HUMANS +announce,INFO +announcement,INFO +antibiotics,HEALTH +antithele,HEALTH +antivirus,HEALTH +anything,NONE +apartament,SHELTER/HOUSING +apartments,SHELTER/HOUSING +api,NONE +apologize,NONE +apparatus,SHELTER/HOUSING +appcallitewritecontracts380677686524,NONE +apple,FOOD +apply,ASYLUM/REGISTRATION/ADMIN +apprentaments,SHELTER/HOUSING +appropriation,NONE +apruvl,TIME +aquaphora,NONE +aquarium,LOCATION +aquaservice,NONE +arch,LOCATION +are,QUESTION +arende,SHELTER/HOUSING +armia,ARMY +armor,ARMY +arrival,MOVEMENT/TRAVEL +arrive,MOVEMENT/TRAVEL +art,NONE +article,INFO +artist,HUMANS +artistic,NONE +as,NONE +as if,CONTACT/CHANNELS/ONLINE +ashane,FOOD +asked,QUESTION +asking,QUESTION +assembled,NONE +assign,NONE +assignments,NONE +associate,QUESTION +association,UN +assortiment,NONE +assumption,NONE +astra,NONE +asus,CONTACT/CHANNELS/ONLINE +at,NONE +at the beginning,NONE +at the same time,TIME +atb,PAYMENT/CASH +atm,PAYMENT/CASH +atmosphere,NONE +atms,PAYMENT/CASH +attach,NONE +attached,NONE +auchani,FOOD +augmentin,HEALTH +augustus,TIME +aurig,LOCATION +austria,LOCATION +author,HUMANS +authorities,LEGAL +auto,MOVEMENT/TRAVEL +autobahns,MOVEMENT/TRAVEL +autochat,CONTACT/CHANNELS/ONLINE +autodrawing,MOVEMENT/TRAVEL +autograzhdanka,NONE +autokreslo,MOVEMENT/TRAVEL +automatic,NONE +automobile,MOVEMENT/TRAVEL +autoo nline,NONE +autoservice,MOVEMENT/TRAVEL +avant-garde,NONE +avantgarden,NONE +avaria,ANOMOLY +awarded,LEGAL +awarding,MOVEMENT/TRAVEL +azuga,LOCATION +babushka,HUMANS +babushki,HUMANS +baby,HUMANS +back,MOVEMENT/TRAVEL +backpack,MOVEMENT/TRAVEL +backs,NONE +badge,NONE +bag,MOVEMENT/TRAVEL +baggage,MOVEMENT/TRAVEL +baggage150,MOVEMENT/TRAVEL +bakeu,LOCATION +bakhmut,LOCATION +balance,PAYMENT/CASH +balayage,NONE +ban,NONE +banking,PAYMENT/CASH +banks,PAYMENT/CASH +banquet,PAYMENT/CASH +bans,CONTACT/CHANNELS/ONLINE +bar,LOCATION +barber,NEED +barbera,FOOD +barberromanya,NONE +barcode,PAYMENT/CASH +bark,PAYMENT/CASH +barks,PAYMENT/CASH +barnaconstanza,NONE +basarab,LOCATION +basic,FEEDBACK/SENTIMENT +basketball,NONE +bass,NONE +bassein,NONE +bath,SHELTER/HOUSING +battery,SHELTER/HOUSING +battle,ARMY +bazaar,LOCATION +baze,CONTACT/CHANNELS/ONLINE +bcr,PAYMENT/CASH +bd,NONE +be offended,CONTACT/CHANNELS/ONLINE +be sure,NONE +beach,LOCATION +bear,NONE +beaten,ANOMOLY +beautiful,FEEDBACK/SENTIMENT +beauty,NEED +bebe,HUMANS +become,QUESTION +bed,SHELTER/HOUSING +beda,SHELTER/HOUSING +bednyi,NONE +bedroom,SHELTER/HOUSING +beer,FOOD +begat,NONE +beginner,NONE +beginnings,NONE +behavior,NONE +beige,NONE +belgorod,LOCATION +belgoroddnestrovsky,NONE +belle,CLOTHING +belly,PETS +benders,NONE +benevolent,UN +bento,FOOD +bentotortics,WORK +berem,NONE +beremennyi,HEALTH +berezka,NONE +berezke,NONE +bergamot,NONE +berut,LOCATION +beshenstvo,PETS +beside,PAYMENT/CASH +beskonechnyi,NONE +bessarabkaserpnevo,LOCATION +best,NONE +bet,NONE +bezavariyny,NONE +bezlym,NONE +beznaknichnyi,PAYMENT/CASH +beznal,HEALTH +bezopasnyi,FEEDBACK/SENTIMENT +bicycle,MOVEMENT/TRAVEL +big,FEEDBACK/SENTIMENT +bigger,NONE +bilets,MOVEMENT/TRAVEL +bind,NONE +biology,EDUCATION/SCHOOL +biometric,LEGAL +biometry,LEGAL +bite,FOOD +biting,NONE +black,NONE +black_moon_permanent,NONE +blade,NONE +blades,HEALTH +blagodarnyi,FEEDBACK/SENTIMENT +blagodarya,NONE +blin,FOOD +blinks,PAYMENT/CASH +blizzard,NONE +block,NONE +blood,HEALTH +blue,NONE +body,HEALTH +boepadov,ARMY +boil,SHELTER/HOUSING +boil over,SHELTER/HOUSING +boiler,SHELTER/HOUSING +boiling,SHELTER/HOUSING +bol,HEALTH +bold,NONE +bolgrad,LOCATION +bolgrad_bucharest_ruse_old_zagora_great,LOCATION +bolnitsa,HEALTH +bolt,MOVEMENT/TRAVEL +bomb,ARMY +bone,NONE +bonus,PAYMENT/CASH +boo,NONE +book,EDUCATION/SCHOOL +book now,SHELTER/HOUSING +booked,SHELTER/HOUSING +booking,SHELTER/HOUSING +books,EDUCATION/SCHOOL +borba,NONE +border crossing,MOVEMENT/TRAVEL +border guard,MOVEMENT/TRAVEL +borderauto,MOVEMENT/TRAVEL +borderlands,MOVEMENT/TRAVEL +borderline,MOVEMENT/TRAVEL +borders,MOVEMENT/TRAVEL +bored,FEEDBACK/SENTIMENT +borjomi,FOOD +borscht,FOOD +bosses,NONE +bot,CONTACT/CHANNELS/ONLINE +bote,CONTACT/CHANNELS/ONLINE +botox,NONE +bottle,FOOD +bought,NONE +boulevard,LOCATION +boundary,MOVEMENT/TRAVEL +bow,FOOD +box,NEED +boxing,NONE +boy,HUMANS +boyarsky,HUMANS +brad,NONE +brailabrashov,LOCATION +brailu,LOCATION +bral,NONE +bran,LOCATION +branch,LOCATION +brand new,NONE +brashova,LOCATION +brashovodessa,LOCATION +brasov,LOCATION +brașov,LOCATION +brasove,LOCATION +bratianu,LOCATION +brayla,LOCATION +break,NONE +breathe,NONE +breed,PETS +breeding,LEGAL +breeds,PETS +brichans,LOCATION +brichanyrososhany,NONE +brico,NEED +bring,MOVEMENT/TRAVEL +bring in,MOVEMENT/TRAVEL +bring overtake,NONE +brings,MOVEMENT/TRAVEL +brought,MOVEMENT/TRAVEL +browser,CONTACT/CHANNELS/ONLINE +brunches,FOOD +bspl,WORK +bt,NONE +bucharest,LOCATION +bucharest cosmetologist,NONE +bucharestconstanza,NONE +bucharestgalacssytyraspol,NONE +bucharestodessa,LOCATION +bucks,NONE +buckwheat,FOOD +bucuresti,LOCATION +bucurești,LOCATION +budapest,LOCATION +builds,NONE +bulevardul,LOCATION +bulgaria,LOCATION +bulgarian,LANGUAGE +bulls,NONE +bummage,NONE +bureau,LOCATION +burgas,LOCATION +burnout,NONE +bushtens,LOCATION +business,WORK +business class,WORK +businessclasssabezopasnopunctuallynonexpensive comfortableposmozhnost,NONE +but,NONE +butter,FOOD +buying,NEED +buys,PAYMENT/CASH +by,NONE +by car,MOVEMENT/TRAVEL +by myself,NONE +by380979492325,NONE +bylets,MOVEMENT/TRAVEL +bystree,NONE +bystriy,NONE +bystro,LOCATION +bytovoy,SHELTER/HOUSING +caberbet,FOOD +cabinet,LEGAL +cadrul,NONE +café,LOCATION +cake,FOOD +cakes,FOOD +calatori,MOVEMENT/TRAVEL +calculation,PAYMENT/CASH +calea,MOVEMENT/TRAVEL +call center,CONTACT/CHANNELS/ONLINE +called,CONTACT/CHANNELS/ONLINE +calm,FEEDBACK/SENTIMENT +calm down,FEEDBACK/SENTIMENT +calmly,FEEDBACK/SENTIMENT +came across,NONE +camera,NEED +canada,LOCATION +canal,CONTACT/CHANNELS/ONLINE +cancel,ASYLUM/REGISTRATION/ADMIN +cancer,HEALTH +cancers,HEALTH +candied fruit,FOOD +candy,FOOD +canechno,NONE +canicles,NONE +capetz,LOCATION +capital,LOCATION +captions,CONTACT/CHANNELS/ONLINE +car wash,MOVEMENT/TRAVEL +cards,PAYMENT/CASH +care,HEALTH +carfur,FOOD +carfure,FOOD +cargo,MOVEMENT/TRAVEL +cargo transportation,MOVEMENT/TRAVEL +cargo-passage,MOVEMENT/TRAVEL +carp,NONE +carriage,MOVEMENT/TRAVEL +carries,MOVEMENT/TRAVEL +carry,MOVEMENT/TRAVEL +casa,SHELTER/HOUSING +casco,FOOD +cassa,PAYMENT/CASH +cassir,PAYMENT/CASH +castrüle,NONE +cat,PETS +catches,NONE +categorical,NONE +category,UN +cattia,LOCATION +cause,NONE +caviar,FOOD +ceausescu,NONE +cel,CONTACT/CHANNELS/ONLINE +celebrate,NONE +cell,CONTACT/CHANNELS/ONLINE +celloe,NONE +cellophan,NONE +celoveka,NONE +cels,NONE +cen,PAYMENT/CASH +cennik,NONE +cens,PAYMENT/CASH +census,LOCATION +center,LOCATION +centers,LOCATION +centite,LOCATION +central,LOCATION +central httpsmapsappgooglecdrheh89fee8ae19g_stiv,NONE +centrul,LOCATION +century,TIME +certified,LEGAL +certify,LEGAL +cfr,MOVEMENT/TRAVEL +chadyrlunga,NONE +chadyrngangronians,NONE +chaepytyi,NONE +champagne,FOOD +change your mind,NONE +changed,PAYMENT/CASH +chapter,CONTACT/CHANNELS/ONLINE +character,NONE +charitable,UN +charity,UN +chat,CONTACT/CHANNELS/ONLINE +chats,CONTACT/CHANNELS/ONLINE +che,NONE +cheap,FEEDBACK/SENTIMENT +cheat,NONE +chegoto,NONE +chel,HUMANS +chem,QUESTION +chemistry,NONE +chemto,NONE +cheque,PAYMENT/CASH +chernivtsi,LOCATION +chernivtsisuceva,LOCATION +chernomorsk,LOCATION +chernovtsov,LOCATION +chernovtsyakh,LOCATION +chernovtsysuceava,LOCATION +chernyi,LOCATION +chert,NONE +chests,NONE +chetko,NONE +chetvortyi,PAYMENT/CASH +chey,NONE +children's,HUMANS +china,LOCATION +chinese,LANGUAGE +chip,PETS +chisinau,LOCATION +chisinaudesa,LOCATION +chisinaudessachernomorsk,LOCATION +chopped,ANOMOLY +chris,TIME +christmas tree,NEED +church,LOCATION +churches,LOCATION +chuvstvovat,NONE +cigarette,NEED +cigarettes,NEED +circle,NONE +circumstances,NONE +citizenry,LEGAL +citizens,LEGAL +citizenship,LEGAL +city,LOCATION +clarified,QUESTION +classic,EDUCATION/SCHOOL +claus,NONE +claviature,NONE +clean,FEEDBACK/SENTIMENT +cleaned,SHELTER/HOUSING +clear,NONE +clearly,NONE +click,CONTACT/CHANNELS/ONLINE +clicked,CONTACT/CHANNELS/ONLINE +clients,WORK +closed,UN +closer,UN +closest,NONE +club,LOCATION +cluj,LOCATION +cm,NONE +cmu,EDUCATION/SCHOOL +cnrr,UN +co.,NONE +coach,WORK +coast,LOCATION +coat,CLOTHING +cobble,NONE +coda,PAYMENT/CASH +coffee,FOOD +cold,SHELTER/HOUSING +colds,SHELTER/HOUSING +collect,UN +collecting,UN +collection,UN +collega,WORK +color,NONE +coloring,NONE +colorist,NONE +colorlina_stylist,NONE +combs,NONE +come across,QUESTION +come in,MOVEMENT/TRAVEL +come to life,NONE +come up,NONE +come up with,NONE +comes up,MOVEMENT/TRAVEL +comfort,FEEDBACK/SENTIMENT +comfortable,SHELTER/HOUSING +coming,MOVEMENT/TRAVEL +comissia,PAYMENT/CASH +comment,CONTACT/CHANNELS/ONLINE +commercial,WORK +common,NONE +common knowledge,CONTACT/CHANNELS/ONLINE +communal,SHELTER/HOUSING +communication,CONTACT/CHANNELS/ONLINE +community,HUMANS +compare,NONE +comparison,WORK +compensation,PAYMENT/CASH +competition,PAYMENT/CASH +complex,FEEDBACK/SENTIMENT +complexity,FEEDBACK/SENTIMENT +compliance,NONE +computer,CONTACT/CHANNELS/ONLINE +comuto,NONE +concept,NONE +concepts,NONE +conceptual,NONE +concert,NONE +concession,MOVEMENT/TRAVEL +conclude,NONE +conduct,NONE +conducted,NONE +confectionery,NONE +conflict,ARMY +connect,CONTACT/CHANNELS/ONLINE +connections,CONTACT/CHANNELS/ONLINE +conscience,NONE +consent,NONE +considered,NONE +consonant,NONE +constance,LOCATION +constanceismail,LOCATION +constant,LOCATION +constanta,LOCATION +constanța,LOCATION +constantabucharest,LOCATION +constantamama,LOCATION +constantaodessa,LOCATION +constantavarna,LOCATION +constante,LOCATION +constantine,LOCATION +constantly,NONE +constants,LOCATION +constitutions,LEGAL +construction,NONE +consul,LEGAL +consult,HEALTH +consultarepublicamtro,NONE +consulting,HEALTH +consumable,NONE +consumption,NONE +container,NONE +content,NONE +context,NONE +continue,ASYLUM/REGISTRATION/ADMIN +contour,NONE +control,MOVEMENT/TRAVEL +controller,NONE +convenient,PAYMENT/CASH +conversational,FEEDBACK/SENTIMENT +convert,PAYMENT/CASH +converting,PAYMENT/CASH +convertnoe,NONE +cook,FOOD +cooking,FOOD +cooks,FOOD +cool,FEEDBACK/SENTIMENT +coordinate,NONE +copia,NONE +copii,HUMANS +coprovozhdat,NONE +coprovozhdenie,NONE +copy,NONE +cora,FOOD +core,NONE +cores,LOCATION +coresi,LOCATION +cork,LOCATION +corré,NONE +correct,NONE +correction,ASYLUM/REGISTRATION/ADMIN +corrections,ASYLUM/REGISTRATION/ADMIN +correctness,NONE +correspond to,HEALTH +correspondence,HEALTH +correspondents,HEALTH +corresponding,HEALTH +cosmetics,NONE +cosmetologist,NONE +cosmetology,NONE +cosmos,NONE +costantsy,LOCATION +costanza,LOCATION +costume,NONE +cottage cheese,FOOD +council,LEGAL +countryman,HUMANS +county,LOCATION +coupe,HUMANS +coupon,PAYMENT/CASH +court,LEGAL +cover,NONE +covid,HEALTH +covpass,HEALTH +cowfland,FOOD +crab,FOOD +crafting,NONE +crane,HEALTH +crap,NONE +craved,NONE +cream,FOOD +creation,EDUCATION/SCHOOL +credits,PAYMENT/CASH +crescenium,NONE +crest,RED CROSS +crib,NEED +critical,NONE +croatia,LOCATION +cross over,RED CROSS +crossing,MOVEMENT/TRAVEL +crush,NONE +cry,PAYMENT/CASH +crying,PAYMENT/CASH +css,NONE +ct,NONE +cu,NONE +cube,NONE +cubes,NONE +cultural,NONE +culture,NONE +currently,PAYMENT/CASH +curtains,SHELTER/HOUSING +customs,MOVEMENT/TRAVEL +cute,NONE +cutter,NONE +cyprus,LOCATION +czechol,NONE +d,NONE +d21,MOVEMENT/TRAVEL +da,NONE +dachshunds,MOVEMENT/TRAVEL +dadut,NEED +daily,PAYMENT/CASH +dairy,PAYMENT/CASH +dal,NONE +dance,NONE +dances,NONE +dancing,NONE +dannaya,NONE +dannoe,NONE +dannoy,NONE +daria,NONE +dash,ANOMOLY +daymozhet,NONE +daypodskazhie,TIME +ddr,NONE +de,NONE +death,ANOMOLY +decathlone,NEED +decency,FEEDBACK/SENTIMENT +declaration,LEGAL +declared,LEGAL +ded,HUMANS +dedah,HUMANS +dedeman,INFO +dedom,HUMANS +dedushka,HUMANS +deep,NONE +deep down,NONE +defend,ARMY +defense,ARMY +degrees,SHELTER/HOUSING +dela,NONE +delaem,QUESTION +delaet,NONE +delaete,QUESTION +delaite,QUESTION +delaj,NONE +delala,QUESTION +delaly,QUESTION +delam,WORK +delay,PAYMENT/CASH +dele,NONE +delete,ASYLUM/REGISTRATION/ADMIN +delicious,FEEDBACK/SENTIMENT +delight,MOVEMENT/TRAVEL +deliver,MOVEMENT/TRAVEL +delivered,MOVEMENT/TRAVEL +delphinaria,NONE +delphinarius,NONE +delu,NONE +demeyevskaya,NONE +deneg,PAYMENT/CASH +denezhnuyu,PAYMENT/CASH +dengami,PAYMENT/CASH +deni,PAYMENT/CASH +denigo,NONE +denkto,QUESTION +dense,NONE +dentist,HEALTH +dentistry,HEALTH +department,WORK +departs,MOVEMENT/TRAVEL +depilation,NONE +deposit,PAYMENT/CASH +depot,NONE +derjit,NONE +dermatologist,HEALTH +deshevoy,PAYMENT/CASH +dessert,FOOD +destiny,NONE +detailed,NONE +details,NONE +develop,NONE +development,NONE +devushek,HUMANS +devushka,HUMANS +devushke,QUESTION +devushki,QUESTION +devushku,QUESTION +dgasmb,EDUCATION/SCHOOL +diagnosis,HEALTH +diagnostics,HEALTH +dialog,NONE +didnt,NONE +die,NONE +differences,NONE +difficult,FEEDBACK/SENTIMENT +dimensions,NONE +din,NONE +dining room,NONE +dinner,TIME +diplomas,EDUCATION/SCHOOL +diplomatic,LEGAL +directionianahozhus,NONE +directioniyavstrecha,NONE +directions,MOVEMENT/TRAVEL +directly,NONE +director,WORK +disability,NONE +discharge,PAYMENT/CASH +disco,NONE +discussion,NONE +disease,HEALTH +dish,SHELTER/HOUSING +dishes,SHELTER/HOUSING +disinfection,HEALTH +dispersion,MOVEMENT/TRAVEL +disputes,NONE +distance,WORK +distancionally,WORK +distribution,NONE +diverse,FEEDBACK/SENTIMENT +dmitriy,NONE +dnepr,LOCATION +dobra,NONE +dobrai,NONE +dobruja,LOCATION +dodder dweed,NONE +doehat,NONE +doesnt,NONE +dog,PETS +doggy,PETS +dogs,PETS +dogusevgmailcom,NONE +dolitude,NONE +dolzhna,QUESTION +donat,FOOD +dont,NONE +doors,SHELTER/HOUSING +dop,NONE +doplaty,PAYMENT/CASH +dor,NONE +dormouse,PETS +dorozhe,PAYMENT/CASH +dose,NONE +dostizhenie,NONE +dot,NONE +double,PAYMENT/CASH +dousing,NONE +doverie,NONE +dovert,NONE +dovolna,FEEDBACK/SENTIMENT +dovolnyi,NONE +downhill,NONE +download,CONTACT/CHANNELS/ONLINE +downtime,CONTACT/CHANNELS/ONLINE +dozen,HEALTH +dr,HEALTH +drabotku,WORK +dracula,NONE +dragonflies,PAYMENT/CASH +drawing,NONE +dream,ASYLUM/REGISTRATION/ADMIN +dreamers,NONE +dress up,ASYLUM/REGISTRATION/ADMIN +drgorod,PAYMENT/CASH +dried apricots,NONE +drinks,FOOD +drips,HEALTH +drive,MOVEMENT/TRAVEL +driver to,MOVEMENT/TRAVEL +drone,NONE +dropped,PAYMENT/CASH +drug,HEALTH +drumul,MOVEMENT/TRAVEL +druze,HUMANS +dry,NONE +dry heat,NONE +dry up,NONE +duck,PETS +ducklingly,NONE +dumal,NONE +dumplings,FOOD +dunn,NONE +duraki,NONE +duration,TIME +durshlag,NONE +dust,NEED +dvazhdy,NONE +dvizhenie,MOVEMENT/TRAVEL +e,NONE +easily,NONE +east,LOCATION +echo,PAYMENT/CASH +economic,PAYMENT/CASH +economics,EDUCATION/SCHOOL +ed,FOOD +eden,MOVEMENT/TRAVEL +edesh,NONE +edete,NONE +edeu,NONE +edim,FOOD +edinorazovaya,PAYMENT/CASH +edinorazovo,PAYMENT/CASH +edith,NONE +edoy,FOOD +edte,NONE +edu,FOOD +edut,MOVEMENT/TRAVEL +eat,FOOD +effect,NONE +effective,FEEDBACK/SENTIMENT +eh,NONE +ehal,RED CROSS +ehala,RED CROSS +eit,SHELTER/HOUSING +ekhala,MOVEMENT/TRAVEL +ekrana,CONTACT/CHANNELS/ONLINE +ela,NONE +ele,NONE +electronem,LEGAL +electronics,SHELTER/HOUSING 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+parquet,SHELTER/HOUSING +part,NONE +participant,HUMANS +participate,HUMANS +participations,NONE +partner,HUMANS +party,NONE +passenger,MOVEMENT/TRAVEL +passenger car,MOVEMENT/TRAVEL +passing by,MOVEMENT/TRAVEL +passover,MOVEMENT/TRAVEL +passports,LEGAL +past,PAYMENT/CASH +pasta,FOOD +paste,NONE +pasting,NONE +pastry chef,NONE +path,MOVEMENT/TRAVEL +pavel,NONE +pavilion,LOCATION +pavillon,LOCATION +pay extra,PAYMENT/CASH +payments,PAYMENT/CASH +paypal,PAYMENT/CASH +pcr,HEALTH +pe,NONE +pea,NONE +peaceful,FEEDBACK/SENTIMENT +pechenie,FOOD +pediatr,HEALTH +pediatra,HEALTH +pediatric,HEALTH +pedicure,NONE +peles,NONE +penalize,NONE +penns,NONE +penny,PAYMENT/CASH +pension,PAYMENT/CASH +pensioner,PAYMENT/CASH +pensiunea,PAYMENT/CASH +pentru,LOCATION +pepco,LOCATION +pepko,LOCATION +pepper,FOOD +percentage,PAYMENT/CASH +pered,NONE +pereekhat,MOVEMENT/TRAVEL +pereezd,MOVEMENT/TRAVEL +pereezzhzhat,MOVEMENT/TRAVEL +peresecate,RED CROSS +peresechenie,MOVEMENT/TRAVEL +peretz,NONE +perfectly,NONE +perineum,NONE +period,ASYLUM/REGISTRATION/ADMIN +periodic,TIME +permission,ASYLUM/REGISTRATION/ADMIN +persecuting,NONE +personality,NONE +peshen,NONE +peshkom,NONE +pesnya,NONE +pesok,NONE +pet,PETS +pet_dok,PETS +petitions,LEGAL +petrom,NONE +ph,NONE +pharmacies,HEALTH +pharmacist,HEALTH +pharmacy,HEALTH +phones,CONTACT/CHANNELS/ONLINE +photo session,NONE +photographer,HUMANS +photography,NONE +phrase,NONE +phyle,NONE +physical,HEALTH +physicist,HEALTH +piata,FOOD +piața,FOOD +pickup,MOVEMENT/TRAVEL +picture,NONE +pictures,NONE +pie,FOOD +piece,NONE +pieces,NONE +pills,HEALTH +pilot,HUMANS +pink,NONE +pipetz,NONE +pisces,NONE +piticilor,NONE +pitishty,FOOD +pity,NONE +planned,NONE +plastic,NONE +plate,NONE +platforms,MOVEMENT/TRAVEL +platit,PAYMENT/CASH +pleasant,FEEDBACK/SENTIMENT +plesen,QUESTION +pleven,LOCATION +pliz,NONE +ploeshti,LOCATION +ploho,NONE +plokhoi,NONE +plovdiv,LOCATION +plowing,NONE +plunge,NONE +plus,FOOD +pluses,NONE +plying,EDUCATION/SCHOOL +pmr,LEGAL +pnpt,ARMY +pobeda,NONE +poberezhie,LOCATION +pochemuto,QUESTION +pockets,LOCATION +podbor,NONE +podbore,NONE +podoshly,NONE +podozrenie,NONE +podskazka,NONE +podstrych,NONE +drive up,MOVEMENT/TRAVEL +poedu,NONE +poehat,NONE +poetry,MOVEMENT/TRAVEL +poezdka,MOVEMENT/TRAVEL +poezdka _,MOVEMENT/TRAVEL +pofig,NONE +pohuzhiy,NONE +point,NONE +points,NONE +poishcheche,NEED +poiske,NEED +pojaylusta,NONE +polgoda,TIME +police,LEGAL +polnom,NONE +polys ,LEGAL +polysa,LEGAL +polysis,LEGAL +polytic,LEGAL +polza,NONE +pomidor,FOOD +pomoemu,NONE +ponyal,NONE +ponymanie,NONE +popade,NONE +pope,HUMANS +poppy,NONE +populates,HUMANS +population,HUMANS +popytka,NONE +porekomendovat,NONE +port,NONE +poseschenie,MOVEMENT/TRAVEL +position,NONE +positioned,NONE +positions,NONE +positive,NONE +posmotreli,NONE +posmotrim,NONE +posovetuete,NONE +post,MOVEMENT/TRAVEL +subsequent,NONE +postmortrel,NONE +postmortrela,NONE +postoyanno,NONE +post-secondary,PAYMENT/CASH +potatoes,FOOD +pour,NONE +pour in,NONE +povestka,NONE +power,LEGAL +power banks,NONE +poyana,LOCATION +poyane,LOCATION +pozavchera,TIME +pozhaluistakto,QUESTION +pozhaluystagde,QUESTION +pozhelanie,NONE +ppc,WORK +practical,NONE +prado,NONE +pray,NONE +prazdnichniy,TIME +prazdnovanie,NONE +prazdnovat,NONE +pre,NONE +prebivanie,SHELTER/HOUSING +predel,NONE +predels,NONE +predict,NONE +predismatrivat,NONE +predlagali,NONE +prednovogodnye,TIME +predupredit,NONE +preduprezhdat,SHELTER/HOUSING +predyal,NONE +predydushchyi,NONE +preferably,NONE +pregnancy,HEALTH +prelude,NONE +premium,NONE +preparation,NONE +prepare,NONE +prepared,NONE +prepares,NONE +prepayment,PAYMENT/CASH +prepayments,PAYMENT/CASH +prepodavatel,EDUCATION/SCHOOL +prepolagat,NONE +present,TIME +president,HUMANS +pressing,NONE +pretensions,NONE +preuprezhdenie,NONE +prevaritelnogo,NONE +previous,PAYMENT/CASH +pre-vision,MOVEMENT/TRAVEL +prezhde,NONE +price asking questions,PAYMENT/CASH +prices,PAYMENT/CASH +prichyom,NONE +priedu,NONE +priehal,MOVEMENT/TRAVEL +priehala,MOVEMENT/TRAVEL +priema,NONE +priest,CONTACT/CHANNELS/ONLINE +priests,CONTACT/CHANNELS/ONLINE +priezhayem,NONE +prigon_auto,NONE +primerno,NONE +prince's,NONE +principle,NONE +principlinaryly,NONE +prineos,NONE +print,NONE +printing,NONE +priobretat,NONE +priority,NONE +prishel,NONE +privata,PAYMENT/CASH +privatbank,PAYMENT/CASH +privetstvovat,PAYMENT/CASH +privokzalnyi,MOVEMENT/TRAVEL +priyuty,SHELTER/HOUSING +pro,NONE +probably,NONE +problematic,ANOMOLY +process,ASYLUM/REGISTRATION/ADMIN +processed,ASYLUM/REGISTRATION/ADMIN +processing,ASYLUM/REGISTRATION/ADMIN +processor,NONE +prodlenie,ASYLUM/REGISTRATION/ADMIN +prodlevat,ASYLUM/REGISTRATION/ADMIN +prodolzhenie,PAYMENT/CASH +prodolzhit,ASYLUM/REGISTRATION/ADMIN +prodolzhnostvestnost,NONE +products,NEED +proekhat,MOVEMENT/TRAVEL +proezd,MOVEMENT/TRAVEL +proezda,MOVEMENT/TRAVEL +proezdnoy,MOVEMENT/TRAVEL +proezzhat,MOVEMENT/TRAVEL +profession,WORK +profi,NONE +program_50_20,UN +programme,UN +programming,UN +proizoites,NONE +proizvodets,NONE +promote,QUESTION +promotion,PAYMENT/CASH +prompt,QUESTION +propal,NONE +pros,NONE +proshlom,PAYMENT/CASH +prosrochit,NONE +protyzhenie,NONE +prove,NONE +proven,LANGUAGE +proverka,QUESTION +provide cookies,NONE +proxirovka,MOVEMENT/TRAVEL +prudent,NONE +prydet,NONE +prydye,NONE +prysoedinie,NONE +ps,NONE +psychologist,NONE +pts,NONE +public,NONE +publicity,NONE +publish,NONE +pulmicort,NONE +punch,NONE +punctuality,NONE +purchased,PAYMENT/CASH +purebred,NONE +purely,NEED +purity,NONE +putat,NONE +puteshestvie,MOVEMENT/TRAVEL +puteshestvovat,MOVEMENT/TRAVEL +putevoditel,NONE +puts,NONE +qc,RED CROSS +quality,FEEDBACK/SENTIMENT +quantity,NONE +quarter,NONE +query,NONE +quest,NONE +questions,QUESTION +quick,FEEDBACK/SENTIMENT +quiet,NONE +quitancing,PAYMENT/CASH +r,NONE +rabies,PETS +race,NONE +race_car,MOVEMENT/TRAVEL +racing,MOVEMENT/TRAVEL +racingauto,NONE +rack,NONE +rada,LOCATION +radovaty,NONE +railway station,MOVEMENT/TRAVEL +railway stationstation,MOVEMENT/TRAVEL +raisins,FOOD +ram,NONE +ranee,TIME +raschet,NONE +raspiat,NONE +rassmatrivat,NONE +rassmotrett,NONE +rassmotryu,NONE +rasthenie,NONE +rationale,NONE +razgovor,CONTACT/CHANNELS/ONLINE +raznaya,NONE +raznitsa,NONE +razumnyi,NONE +razves,NONE +re,NONE +reach,CONTACT/CHANNELS/ONLINE +react,NONE +reaction,NONE +real,SHELTER/HOUSING +realtor,SHELTER/HOUSING +realtorov,SHELTER/HOUSING +rear,NONE +reason,NONE +reasons,NONE +rebate,HUMANS +rebenkom,HUMANS +rebenochek,HUMANS +re-castipole,NONE +recently,NONE +recipient,NONE +recognition,FEEDBACK/SENTIMENT +recognized,NONE +recommend,QUESTION +recorded,ASYLUM/REGISTRATION/ADMIN +recover,ASYLUM/REGISTRATION/ADMIN +recruitment,WORK +redeuts,NONE +redko,NONE +refers to,NONE +refrigerator,SHELTER/HOUSING +refrigerators,LANGUAGE +refs,PAYMENT/CASH +refuel,NONE +refueling,LOCATION +refuge,SHELTER/HOUSING +refugees,HUMANS +regina,NONE +regio,NONE +region,LOCATION +regional,LOCATION +registered,ASYLUM/REGISTRATION/ADMIN +registration certificate,ASYLUM/REGISTRATION/ADMIN +regular,NONE +regulations,ASYLUM/REGISTRATION/ADMIN +regulatory,LEGAL +rejoice,NONE +relatedly,NONE +relationship,NONE +remainder,NONE +remains,NONE +remedy,HEALTH +remember,NONE +remote,WORK +re-name,CONTACT/CHANNELS/ONLINE +renditions,NONE +renegade,ASYLUM/REGISTRATION/ADMIN +reni,LOCATION +renibucharaeoport1700,NONE +renibucharest,NONE +rent,SHELTER/HOUSING +repchaty,NONE +repeat,NONE +replace,SHELTER/HOUSING +repost,CONTACT/CHANNELS/ONLINE +representation,NONE +representative,NONE +republic,LOCATION +repute,NONE +request,NEED +requesting,NEED +required,NONE +research,CONTACT/CHANNELS/ONLINE +resellers,NONE +reservation,SHELTER/HOUSING +reset,PAYMENT/CASH +resettlement,NONE +reshat,NONE +reshil,NONE +reshila,NONE +reshiye,NONE +reside,SHELTER/HOUSING +residence,SHELTER/HOUSING +residence permit,LEGAL +resident,NONE +residents,SHELTER/HOUSING +resnichka,NONE +resnitsa,NONE +resolution,ASYLUM/REGISTRATION/ADMIN +resolved,NONE +resort,SHELTER/HOUSING +resource,NONE +respond,NONE +responsibility,NONE +restaurant,LOCATION +restless,NONE +resurrection,TIME +retinue,CONTACT/CHANNELS/ONLINE +revelry,NONE +reverse,NONE +revolut,PAYMENT/CASH +revolute,PAYMENT/CASH +revolutions,NONE +rezko,NONE +rf,LOCATION +rhetorical,NONE +ria,NONE +rice,FOOD +ride,MOVEMENT/TRAVEL +ripsaw,NONE +rises,NONE +rising,NONE +road,MOVEMENT/TRAVEL +roaming,CONTACT/CHANNELS/ONLINE +rocket,ARMY +rod,NONE +rodnikh,HUMANS +rodnym,NONE +rodstvennik,HUMANS +rog,NONE +role,NONE +roll,NONE +roller,NONE +romania,LOCATION +românia,LOCATION +romania moldaviaukraina,NONE +romanian,LANGUAGE +romanians,HUMANS +romekspo,PAYMENT/CASH +romexpo,LOCATION +ron,PAYMENT/CASH +ron140150g,NONE +ronkg,NONE +room,SHELTER/HOUSING +rose,SHELTER/HOUSING +rosis,NONE +round,NONE +round-the-clock,MOVEMENT/TRAVEL +rovigneta,MOVEMENT/TRAVEL +rovinetu,MOVEMENT/TRAVEL +rovinyotu,MOVEMENT/TRAVEL +rovno,NONE +rozhdestvensky,TIME +rub,NONE +rubber,NONE +rubric,NONE 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+walked,NONE +works,WORK +zhrm,NONE +are located,NONE +artak,NONE +bedding,NONE +bv,NONE +cadent,NONE +caliper,NONE +could,NONE +crown,NONE +dumpling,FOOD +fool around,NONE +frontline,ARMY +fuminori,NONE +gas distribution,NONE +httpstmeanimals_help_kramatorsk,NONE +incorporated,NONE +kharkiv region,LOCATION +kits,NONE +lesions,NONE +lingerie,NONE +lubivka,LOCATION +makarchuk,NONE +mykolaivskyi,LOCATION +ova,NONE +overalls,NONE +parkhomovka,LOCATION +petrenko,NONE +privilege,NONE +rinat,NONE +santis,NONE +scar,NONE +servicesez,NEED +severity,NONE +smaller,NONE +sneaker,NONE +snynet,NONE +software,NONE +stebnyk,LOCATION +steelmaker,NONE +string,NONE +transcarpathian,NONE +unchanging,NONE +utszn,LEGAL +volontyrsky,HUMANS +wound,ANOMOLY +xl,NONE +xxs,NONE diff --git a/pipeline/src/pipeline/get_session_string_example.py b/get_session_string_example.py similarity index 92% rename from pipeline/src/pipeline/get_session_string_example.py rename to get_session_string_example.py index f4d72f1..9891919 100644 --- a/pipeline/src/pipeline/get_session_string_example.py +++ b/get_session_string_example.py @@ -20,8 +20,8 @@ def main(): print(client.session.save()) -api_id = 'your-api-id' -api_hash = 'your-api-hash' +api_id = 00000000 +api_hash = 'asdasdasdasdasd' # optional phone = 'your-phone' username = 'your-username' diff --git a/pipeline/src/pipeline/utils.py b/pipeline/src/pipeline/utils.py index c8f16de..c97220d 100644 --- a/pipeline/src/pipeline/utils.py +++ b/pipeline/src/pipeline/utils.py @@ -46,7 +46,14 @@ import datetime from urllib.error import HTTPError from joblib import Parallel, delayed -# import argilla as rg +import nltk +try: + english_words = set(nltk.corpus.words.words()) +except: + nltk.download('words') + english_words = set(nltk.corpus.words.words()) +latin_letters = {} + def get_lang_detector(nlp, name): return LanguageDetector(seed=42) # We use the seed 42 @@ -415,6 +422,21 @@ def filter_by_keywords(df_tweets, text_columns, keywords, filter_name='is_confli return df_tweets +def is_latin(uchr): + try: return latin_letters[uchr] + except KeyError: + return latin_letters.setdefault(uchr, 'LATIN' in ud.name(uchr)) + + +def only_roman_chars(unistr): + is_only_roman = all(is_latin(uchr) for uchr in unistr if uchr.isalpha()) + is_english_word = unistr in english_words + if not is_only_roman and not is_english_word: + return False + else: + return True + + def get_word_frequency(df_tweets, text_column, sm_code, start_date, end_date, config): logging.info('Calculating word frequencies') @@ -500,6 +522,23 @@ def get_word_frequency(df_tweets, text_column, sm_code, start_date, end_date, co df_word_freq.drop(columns=['id'], inplace=True) + # dummy classifier + df_word_freq['Translation_Russian'] = df_word_freq['Translation_Russian'].str.lower().str.strip() + df_word_freq['Translation_Ukrainian'] = df_word_freq['Translation_Ukrainian'].str.lower().str.strip() + df_word_freq['ukr_or_rus'] = df_word_freq['Translation_Ukrainian'].apply(lambda x: only_roman_chars(str(x))) + df_word_freq['text'] = np.where(df_word_freq['ukr_or_rus'], df_word_freq['Translation_Ukrainian'], df_word_freq['Translation_Russian']) + df_word_freq['text'] = df_word_freq['text'].str.replace('_ _', '') + df_word_freq['text'] = df_word_freq['text'].str.replace('__', '') + df_class_wordfreq = pd.read_csv('../config/wordfreq_clean.csv') + labels = df_class_wordfreq['label'].unique() + for label in labels: + df_word_freq[label] = '' + for ix, row in df_word_freq.iterrows(): + if row['text'] in df_class_wordfreq['text'].unique(): + label = df_class_wordfreq.loc[df_class_wordfreq['text'] == row['text'], 'label'].values[0] + df_word_freq.at[ix, label] = 'x' + df_word_freq = df_word_freq.drop(columns=['text', 'ukr_or_rus']) + word_freq_filename = f'{config["country-code"]}_{sm_code}_wordfrequencies_{start_date}_{end_date}.csv' word_freq_path = './word_frequencies' os.makedirs(word_freq_path, exist_ok=True)