Table 2.
The 25 topics that were identified from r/loseit. The sample terms were ordered based on their relevance to the topic. The distribution of each topic is calculated on all the posts published by these users.
| Label and ID | Most relevant terms | Distribution (probability) | |
| Food or drinks | |||
|
|
T2 | water, drink, lot, drinking, make, soda, cut, diet, beer, bit, thing, alcohol | .053 |
|
|
T11 | eat, food, meal, eating, lunch, dinner, hungry, calorie, breakfast, pizza | .051 |
|
|
T21 | food, diet, eating, eat, low, protein, fat, calorie, lot, high, carbs, cico | .049 |
|
|
T22 | veggie, chicken, salad, cheese, add, recipe, make, cook, egg, rice, meat | .048 |
| Health issues | |||
|
|
T5 | doctor, body, issue, problem, health, level, pain, energy, effect, surgery | .052 |
| Family or friends | |||
|
|
T6 | friend, family, guy, kid, mom, school, husband, life, live, told, girl | .052 |
| Calorie | |||
|
|
T7 | calorie, deficit, exercise, tdee, eat, counting, count, eating, daily, mfp | .052 |
|
|
T8 | calorie, chocolate, sugar, sweet, snack, coffee, craving, bar, fruit, cal, cup | .051 |
| Exercise | |||
|
|
T9 | run, running, walk, minute, time, walking, mile, step, hour, half, long | .051 |
|
|
T16 | gym, exercise, muscle, workout, start, working, work, body, cardio | .049 |
| Weight change | |||
|
|
T3 | lb, year, lost, month, started, pound, back, ago, gained, weight, starting | .052 |
|
|
T17 | weight, lose, loss, fat, body, gain, healthy, bmi, height, normal, range | .049 |
|
|
T25 | week, scale, weight, pound, number, plateau, drop, weighing, daily | .043 |
| Feelings | |||
|
|
T12 | thing, work, make, find, lot, time, hard, put, give, won, easy, worry | .051 |
|
|
T13 | goal, hit, progress, end, picture, feel, close, happy, set, time, challenge | .050 |
|
|
T14 | feel, feeling, eating, binge, bad, stop, time, control, hard, stress, struggle | .050 |
| Communication or encouragement | |||
|
|
T1 | good, pretty, yeah, luck, lol, idea, feel, kind, sound, guess, bit, haha, stuff | .053 |
|
|
T10 | people, person, health, comment, understand, talk, mental, life, care | .051 |
|
|
T23 | post, read, check, https_www, question, loseit, app, mfp, reddit, http | .048 |
|
|
T24 | great, love, awesome, job, amazing, congrats, hope, sound, glad, similar | .046 |
| Plan or decision | |||
|
|
T4 | day, week, back, track, maintenance, couple, plan, log, logging, cheat | .052 |
|
|
T18 | change, time, make, start, long, life, habit, making, thing, choice, healthy | .049 |
|
|
T20 | time, thought, made, felt, wanted, started, back, needed, decided, found | .049 |
| Clothes | |||
|
|
T19 | fit, size, clothes, big, wear, buy, pant, bought, short, shirt, dress, store | .049 |
| Time | |||
|
|
T15 | today, morning, night, yesterday, work, tomorrow, weekend, day, home | .050 |