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Table 22 Features significant in SWLS regression

From: Predicting subjective well-being in a high-risk sample of Russian mental health app users

Feature

Mean importance

Count in 10-CV

спать_NOUN

41,086.4144049898

5

интим_NOUN

−44,937.4613019008

5

орг_NOUN

23,978.9614411828

5

дропнуть_VERB

−64,677.1586467715

5

тратиться_VERB

−24,593.5714641034

5

отл_UNKN

34,184.2112504721

5

пояснение_NOUN

−22,499.9757533852

5

стебать_VERB

−28,898.951393906

5

вифя_NOUN

−48,114.1470241285

5

спойлерить_VERB

−48,530.1211086886

5

ооохнуть_VERB

−44,864.4233831708

5

милый_COMP

56,128.262155605

5

пиздёжа_NOUN

−22,727.1849476408

5

Negative_month

−29.2652084171193

5

AppUsage9-12Ratio

10.3365760075427

5

SOCIAL+COMMUNICATION+DATING_0/SOCIAL+COMMUNICATION+DATING

11.9200141620517

5

AppUsage0-3Ratio

−8.02782185058373

5

обжечь_ VERB

−40,019.2136897226

5

PHOTOGRAPHY_6/6

8.00565760998601

5

объёмный_ADJ

−22,927.1436115299

4

разрывать_VERB

−30,217.4675429819

4

AppUsage6-9Ratio

6.14938364734453

4

Negative_year

−42.3845120787015

4

Negative_all

−31.9683341076574

4

(face-blowing-a-kiss_emoji)_UNKN

30.6632155496334

4

упад_NOUN

−18,580.4570156265

4

чонгук_ NOUN

−17,463.4313634737

4

дельфин_NOUN

21,536.5345583292

4

пиздуть_VERB

−14,962.8346296741

4

продумать_VERB

17,494.2319623544

4

PERSONALIZATION_3/3

7.00814836414381

4

385

24,539.3867498811

4

хл_UNKN

−16147.5539040561

4

TOOLS_2/2

6.32964889581622

4

блч_UNKN

−14,422.917489824

4

мразь_NOUN

−18,116.8461473664

4

ENTERTAINMENT_0/0

5.31480531809703

4

Percept_RuLIWC

−40.0983869406501

3

камбэк_ NOUN

−11,161.9164871315

3

помеха_ NOUN

16,006.6097736205

3

неудобный_ADJ

14,581.2712382097

3

байка_NOUN

−13,460.0791647949

3

но_CONJ

−33.8820301427059

3

бляяяяять_VERB

16,679.7792973482

3

OTHER_6/6

6.70178805009534

3

OTHER_6/OTHER

−5.92779708025781

3

OTHER_5/5

−6.64941501653413

3

OTHER_5/OTHER

7.9587777321838

3

пожениться_VERB

7984.73733958357

3

джуна_NOUN

−15,756.4913230161

3

хорошо_ ADV

27.4832618347005

3

расстроить_PRTF

10,055.3069444193

3

предать_VERB

9610.44789534047

3

критерий_NOUN

13,168.233814062

3

офф_UNKN

−16,763.6305231621

3

грубый_ ADJ

−9967.34916619578

3

съебывать_VERB

−14,161.996571157

3

фандом_ NOUN

−7058.65855912861

3

бляяяяяять_GRND

−8683.89310820064

3

PHOTOGRAPHY_4/4

−11.4270318169998

3

кореец_ NOUN

−8536.07198679033

3

бантан_ NOUN

11,240.4372555059

3

разреветься_VERB

9104.89644806333

3

GAME_0/GAME

3.63645809844946

3

EDUCATION+PRODUCTIVITY_1/1

−3.06771772638087

3

PERSONALIZATION_5/PERSONALIZATION

4.18099320731029

3

HEALTH+MEDICAL_7/HEALTH+MEDICAL

3.38255612173981

3

EDUCATION+PRODUCTIVITY_6/EDUCATION+PRODUCTIVITY

3.6103446132533

3

GAME_5/GAME

−3.60075795654176

3

SOCIAL+COMMUNICATION+DATING_1/SOCIAL+COMMUNICATION+DATING

6.3430323785416

3

HEALTH+MEDICAL_1/HEALTH+MEDICAL

3.65748802084215

3

GAME_4/GAME

6.1492563234405

3

PERSONALIZATION_6/6

−7.74392289361535

3

HEALTH+MEDICAL_4/4

−10.3948608039209

3

PERSONALIZATION_5/5

−4.53626915989602

3

PERSONALIZATION_6/PERSONALIZATION

5.56692243721861

3

EDUCATION+PRODUCTIVITY_3/EDUCATION+PRODUCTIVITY

−3.23127315840786

3

SOCIAL+COMMUNICATION+DATING_6/SOCIAL+COMMUNICATION+DATING

4.04158603764638

3

GAME_1/GAME

−7.22900142005906

3

PERSONALIZATION_3/PERSONALIZATION

−5.34430996987665

3

ENTERTAINMENT_1/ENTERTAINMENT

4.14113541946902

3

ENTERTAINMENT_2/2

4.31642268738505

3

PERSONALIZATION_0/PERSONALIZATION

−4.4149112724685

3

привет_ NOUN

23.4902884073796

2

EDUCATION+PRODUCTIVITY_4/EDUCATION+PRODUCTIVITY

0.992124886908841

2

Positive_month

25.7634204715238

2

EDUCATION+PRODUCTIVITY_5/EDUCATION+PRODUCTIVITY

1.05862884395041

2

TOOLS_5/TOOLS

−2.00490447501796

2

EDUCATION+PRODUCTIVITY_7/EDUCATION+PRODUCTIVITY

1.11603306580073

2

SOCIAL+COMMUNICATION+DATING_7/7

3.0908805432526

2

TOOLS_2/TOOLS

−6.49804253661374

2

TOOLS_4/TOOLS

−3.31388672845536

2

ENTERTAINMENT_2/ENTERTAINMENT

−2.54736564980811

2

SOCIAL+COMMUNICATION+DATING_7/SOCIAL+COMMUNICATION+DATING

−6.83408164115133

2

EDUCATION+PRODUCTIVITY_2/EDUCATION+PRODUCTIVITY

2.43891633479369

2

выпилиться_VERB

−3338.05050867729

2

EDUCATION+PRODUCTIVITY_2/2

2.59731699527922

2

еби_UNKN

19,201.5250764129

2

выглянуть_VERB

−7762.75345745476

2

гуглить_VERB

−1079.55071853441

2

растягивать_VERB

−5127.61602039587

2

жестокий_ADJ

−6724.2195734053

2

GAME_2/2

−2.50496667340079

2

заржать_VERB

−9032.15201413262

2

мэн_NOUN

18,667.8692410825

2

ENTERTAINMENT_4/4

−0.6931462276039

2

долбиться_VERB

−14,770.1618041756

2

петух_NOUN

−7131.85541414396

2

подробный_ADJ

6083.97042642484

2

оооохнуть_VERB

−12,538.581928229

2

загуглила_NOUN

−8903.85747472549

2

ущербный_ADJ

−10,188.6678026704

2

GAME_6/GAME

−0.557326373511503

2

EDUCATION+PRODUCTIVITY_0/EDUCATION+PRODUCTIVITY

1.32014414545248

2

See_RuLIWC

−44.9066092959057

2

TOOLS_1/TOOLS

0.246966591171979

2

SOCIAL+COMMUNICATION+DATING_0/0

0.145830646062444

2

HEALTH+MEDICAL_2/HEALTH+MEDICAL

−0.660450103454573

2

PHOTOGRAPHY_3/PHOTOGRAPHY

1.22028192527858

2

PHOTOGRAPHY_2/PHOTOGRAPHY

−3.17674625105626

2

PHOTOGRAPHY_7/PHOTOGRAPHY

−1.47432690185411

2

PHOTOGRAPHY_1/PHOTOGRAPHY

3.16110100642227

2

PHOTOGRAPHY_0/PHOTOGRAPHY

−2.35307771691311

2

OTHER_1/1

−1.69717416262808

2

OTHER_2/2

−1.36082437833807

2

OTHER_3/OTHER

4.37604917806843

2

SOCIAL+COMMUNICATION+DATING_4/4

−3.52025229911742

2

gender_merged

0.843233408502276

2

PHOTOGRAPHY_4/PHOTOGRAPHY

−1.33192379668633

2

HEALTH+MEDICAL_7/7

9.42472510509919

2

HEALTH+MEDICAL_6/HEALTH+MEDICAL

2.38143334031195

2

HEALTH+MEDICAL_4/HEALTH+MEDICAL

0.0719895107619945

2

SOCIAL+COMMUNICATION+DATING_6/6

3.03202297494442

2

HEALTH+MEDICAL_1/1

−12.9847665999778

2

GAME_0/0

−0.867851376244603

2

HEALTH+MEDICAL_0/HEALTH+MEDICAL

−1.41730497804968

2

PERSONALIZATION_4/PERSONALIZATION

−3.12105445284181

2

PERSONALIZATION_2/PERSONALIZATION

−1.24127259627768

2

PERSONALIZATION_7/PERSONALIZATION

1.51585802743145

2

TOOLS_4/4

−9.92596640160934

2

PERSONALIZATION_0/0

−3.19660012339845

2

ENTERTAINMENT_7/ENTERTAINMENT

−0.84084761762985

2

HEALTH+MEDICAL_5/HEALTH+MEDICAL

−0.129810361433915

1

шава_NOUN

−8941.24555908169

1

AppUsage15-18Ratio

−2.07642255991409

1

AppUsage21-24Ratio

−0.676863148867948

1

маркус_ NOUN

61,863.8448291371

1

ENTERTAINMENT_6/6

−13.5275610189105

1

научный_ADJ

4729.48292716799

1

ноооо_NOUN

5259.91641964248

1

намджуна_NOUN

−510.55327160631

1

AppUsage12-15Ratio

−10.37076321492

1

HEALTH+MEDICAL_3/3

26.6170643844024

1

ENTERTAINMENT_7/7

17.4976861479316

1

GAME_1/1

−0.0205129700590116

1

Alters_-9

−0.129041531649635

1

GAME_2/GAME

−2.71200941173272

1

EDUCATION+PRODUCTIVITY_4/4

0.177772668811767

1

TOOLS_0/0

−2.14285870492742

1

Alters_-7

0.153125018883583

1

TOOLS_6/TOOLS

2.69914996314137

1

OTHER_1/OTHER

−2.35449675924834

1

ENTERTAINMENT_3/3

1.1328494815993

1

PHOTOGRAPHY_1/1

0

1

ENTERTAINMENT_5/ENTERTAINMENT

0.149165800159887

1

ENTERTAINMENT_6/ENTERTAINMENT

−0.41391451812445

1

PERSONALIZATION_1/PERSONALIZATION

−0.330707466660351

1

HEALTH+MEDICAL_2/2

0.121502401677361

1

шов_NOUN

−4721.2176187302

1

бланк_NOUN

−4764.15988799968

1

GAME_4/4

−3.65092628597215

1

EDUCATION+PRODUCTIVITY_3/3

−6.80750290356738

1

ENTERTAINMENT_4/ENTERTAINMENT

−3.30081880604151

1

TOOLS_7/TOOLS

−4.04245464338458

1

TOOLS_5/5

−4.14302286116742

1

PERSONALIZATION_4/4

10.7567609647953

1

TOOLS_3/TOOLS

−4.12230296427837

1

TOOLS_0/TOOLS

−5.53385037327718

1

HEALTH+MEDICAL_3/HEALTH+MEDICAL

2.05274970971747

1

altersdiff

−0.844560300538125

1

HEALTH+MEDICAL_5/5

15.552182342051

1

EDUCATION+PRODUCTIVITY_0/0

−1.51789074810355

1

GAME_6/6

9.22791978620134

1

OTHER_7/OTHER

1.97270978786112

1

SOCIAL+COMMUNICATION+DATING_1/1

−0.103568092714721

1

потерянный_ADJ

−11,345.6959433921

1

саба_NOUN

2077.71458808275

1

SOCIAL+COMMUNICATION+DATING_5/5

−1.05176654037101

1

припереться_VERB

−5406.87753364421

1

OTHER_4/4

−5.5431060969613

1

OTHER_4/OTHER

3.93086530165725

1

OTHER_0/0

3.27602573972759

1

HEALTH+MEDICAL_6/6

15.2161412609318

1

писаться_VERB

−5296.54331114917

1

OTHER_0/OTHER

−2.08967236336632

1

поплакать_VERB

−318.617179611988

1

рэп_NOUN

−4852.08132918677

1

ложь_NOUN

6888.93905838351

1

PHOTOGRAPHY_5/PHOTOGRAPHY

0.837922272744407

1

growth-2to-1weighted

0.0682381400607952

1