| ID | Depression Term (Thai) | Depression Term (English) | Pos(s) | Neg(s) |
|---|---|---|---|---|
| 1 | เบื่อ | bored | 0.375 | 0.25 |
| 2 | เศร้า | sad | 0.125 | 0.75 |
| 3 | เหงา | lonely | 0.125 | 0.2 |
| 4 | กังวล | worry | 0.25 | 0.5 |
| 5 | กลุ้มใจ | dismal | 0 | 0.625 |
| 6 | เจ็บปวด | painful | 0.125 | 0.75 |
| 7 | เซ็ง | sick | 0.125 | 0.75 |
| 8 | ท้อ | discouraged | 0.5 | 0.25 |
| 9 | ไร้ค่า | worthless | 0 | 0.5 |
| 10 | ไม่มีใคร | no one | 0 | 0 |
| 11 | ปัญหา | problem | 0 | 0.625 |
| 12 | กดดัน | force | 0 | 0 |
| 13 | เครียด | stressed | 0.125 | 0.75 |
| 14 | ซึมเศร้า | depressed | 0 | 0.875 |
| 15 | โรคซึมเศร้า | depression | 0 | 0.375 |
| 16 | ท้อแท้ | disheartened | 0.5 | 0.25 |
| 17 | เหนื่อย | tired | 0.25 | 0 |
| 18 | เหนื่อยล้า | Tired | 0.25 | 0 |
| 19 | นอนไม่หลับ | can not sleep | 0 | 0 |
| 20 | อยากตาย | want to die | 0 | 0 |
| 21 | หลบหนี | escape | 0 | 0.375 |
| 22 | ไม่ดี | not good | 0 | 0 |
| 23 | หมดกำลัง | exhausted | 0 | 0.25 |
| 24 | หมดกำลังใจ | discouraged | 0.25 | 0.25 |
| 25 | หมดความรู้สึก | exhausted | 0 | 0.25 |
| 26 | หมดค่า | run out | 0 | 0 |
| 27 | หมดจิตหมดใจ | out of mind | 0 | 0 |
| 28 | ความขมขื่น | bitterness | 0.125 | 0.625 |
| 29 | ความขมุกขมัว | insomnia | 0 | 0.75 |
| 30 | ความขุ่นเคือง | resentment | 0.125 | 0.625 |
| 31 | ความข้องใจ | grievances | 0 | 0 |
| 32 | ความฉิบหาย | Woe | 0 | 0 |
| 33 | ความชั่วช้า | iniquity | 0 | 0.75 |
| 34 | ความทรุดโทรม | dilapidation | 0.125 | 0 |
| 35 | ฟุ้งเฟ้อ | epicurean | 0.125 | 0 |
| 36 | คลุมเครือ | vague | 0.25 | 0.375 |
| 37 | วิกฤติ | crisis | 0.25 | 0.375 |
| 38 | เจ็บปวด | painful | 0.125 | 0.75 |
| 39 | ขัดแย้ง | controversial | 0.625 | 0.125 |
| 40 | รังเกียจ | mind | 0 | 0.5 |
| 41 | อกหัก | heartbroken | 0 | 0.625 |
| 42 | มืด | dark | 0.125 | 0.125 |
| 43 | ฮือ | haha | 0 | 0 |
| 44 | ลึกลับ | mysterious | 0.25 | 0.5 |
| 45 | กลุ้มใจ | dismal | 0 | 0.625 |
| 46 | น่ากลัว | scary | 0 | 0.75 |
| 47 | เกียจคร้าน | lazy | 0 | 0 |
| 48 | ขวางโลก | perverse | 0 | 0.375 |
| 49 | เศร้าใจ | depressed | 0 | 0.5 |
| 50 | ไม่มีทางรักษา | no cure | 0 | 0 |
| 51 | สิ้นหวัง | despair | 0.25 | 0.625 |
| 52 | ไร้ผล | in vain | 0 | 0 |
| 53 | เศร้าซึม | Depressed | 0 | 0.5 |
| 54 | สลดใจ | Depressed | 0 | 0.5 |
| 55 | ท้อแท้ | disheartened | 0.5 | 0.25 |
| 56 | น่าเบื่อ | boring | 0.375 | 0.25 |
| 57 | กระสับกระส่าย | restless | 0 | 0.875 |
| 58 | กระเซอะกระเซิง | aimlessly | 0.25 | 0 |
| 59 | เครียด | stressed | 0.125 | 0.75 |
| 60 | คบไม่ได้ | can't date | 0 | 0 |
| 61 | โง่ | stupid | 0 | 0.75 |
| 62 | จังไร | be accursed | 0 | 0 |
| 63 | ไม่สน | don't care | 0 | 0 |
| 64 | จัญไร | beastly | 0.25 | 0 |
| 65 | เจือ | alloy | 0.25 | 0.25 |
| 66 | เจือจาง | dilute | 0 | 0.125 |
| 67 | ต่ำ | low | 0 | 0.25 |
| 68 | ต่ำต้อย | humble | 0 | 0.375 |
| 69 | มีปัญหา | have a problem | 0 | 0 |
| 70 | ไม่เอาไหน | no way | 0 | 0 |
| 71 | ไม่ได้เรื่อง | don't matter | 0 | 0 |
| 72 | สับสนวุ่นวาย | chaos | 0 | 0.25 |
| 73 | สับสน | confused | 0 | 0.75 |
| 74 | ไม่รู้สึกตัว | unconscious | 0 | 0.375 |
| 75 | ไม่สบายใจ | uneasy | 0 | 0.5 |
| 76 | ลาตาย | goodbye | 0 | 0 |
| 77 | ลาก่อน | goodbye | 0 | 0 |
| 78 | ร้าวราน | angry | 0 | 0.875 |
| Attribute ID | Attribute Name | Data Type | Description |
|---|---|---|---|
| x1 | Gender | Nominal | 0: Female, 1: Male, 2: Others |
| x2 | Age | Nominal | 1: <20, 2: 20-29, 3: 30-39, 4: 40-49, 5: 50-59,6: >60 |
| x3 | Weight | Nominal | 1: <40, 2: 40-59, 3: 60-79, 4: 80-99, 5: >100 |
| x4 | Education | Nominal | 1: High school diploma or less, 2: Bachelor’s degree, 3: Graduate degree |
| x5 | CongenitalDisease | Nominal | 1: No, 2: Yes |
| x6 | Career | Nominal | 1: Government official, 2: State enterprise employee, 3: Businessman, 4: Student, 5: Homemaker, 6: Not currently employed |
| x7 | Income | Nominal | 1: Sufficient, 2: Insufficient |
| x8 | FamilyMember | Numeric | Number of family members |
| x9 | Self-CoupleStatus | Nominal | 1: No couple, 2: Stay together with couple, 3: Separated with couple |
| x10 | ParentMaritalStatus | Nominal | 1: Stay together with couple, 2: Separated with couple, 3: Couple died |
| x11 | PositiveTweets | Numeric | Number of positive tweets |
| x12 | NegativeTweets | Numeric | Number of negative tweets |
| x13 | DepressionTweets | Numeric | Number of tweets expressing depression |
| x14 | PositiveRetweets | Numeric | Number of positive retweets |
| x15 | NegativeRetweets | Numeric | Number of negative retweets |
| x16 | DepressionRetweets | Numeric | Number of retweets expressing depression |
| x17 | PositiveHashtags | Numeric | Number of positive hashtags |
| x18 | NegativeHashtags | Numeric | Number of negative hashtags |
| x19 | DepressionHashtags | Numeric | Number of hashtags expressing depression |
| x20 | SentimentScore | Numeric | Sentiment score of tweets |
| x21 | Friends | Numeric | Number of friends |
| x22 | Followers | Numeric | Number of followers |
| x23 | TweetPeriod1 | Numeric | Number of tweets between 6 am and midnight |
| x24 | TweetPeriod2 | Numeric | Number of tweets between midnight and 6am |
| y | DepressionLevel | Nominal | Level 0: No depression, Level 1: Slight depression, Level 2: Depression |
| Gender | Age | Weight | Education | CongenitalDisease | Carrer | Income | Family_Member | CoupleStatus | ParentStatus | Friends | Followers | TweetPeriodAM | TweetPeriodPM | Positive Tweets | Negative Tweets | Depression Tweets | Positive ReTweets | Negative ReTweets | Depression ReTweets | Positive Hashtag | Negative Hashtag | Depression Hashtag | SentimentScore | DepressionScore | DepressionLevel |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 2 | 2 | 1 | 4 | 1 | 4 | 1 | 2 | 74 | 2 | 6 | 5 | 0 | 2 | 0 | 5 | 2 | 3 | 0 | 0 | 0 | -0.031926902864 | 11 | level1 |
| 2 | 2 | 2 | 2 | 1 | 1 | 1 | 4 | 1 | 1 | 405 | 74 | 50 | 0 | 4 | 0 | 0 | 23 | 19 | 3 | 0 | 1 | 0 | -0.055865862543 | 13 | level2 |
| 0 | 2 | 2 | 1 | 1 | 2 | 2 | 4 | 1 | 1 | 350 | 21 | 32 | 13 | 1 | 2 | 0 | 29 | 15 | 1 | 0 | 0 | 0 | -0.0024844542958 | 8 | level1 |
| 0 | 2 | 2 | 2 | 2 | 4 | 1 | 6 | 1 | 1 | 132 | 19 | 45 | 5 | 0 | 3 | 0 | 21 | 22 | 3 | 0 | 0 | 0 | -0.065814122087 | 13 | level2 |
| 0 | 2 | 2 | 1 | 1 | 3 | 1 | 4 | 1 | 1 | 199 | 15 | 26 | 23 | 2 | 1 | 1 | 23 | 22 | 9 | 0 | 0 | 0 | -0.030338526377 | 16 | level2 |
| 0 | 2 | 3 | 1 | 1 | 4 | 2 | 3 | 1 | 1 | 3911 | 100 | 36 | 13 | 0 | 0 | 0 | 33 | 10 | 0 | 1 | 2 | 0 | 0.0093370408394 | 5 | level0 |
| 0 | 2 | 2 | 2 | 1 | 4 | 1 | 4 | 1 | 1 | 68 | 18 | 36 | 8 | 3 | 2 | 0 | 22 | 17 | 0 | 0 | 0 | 0 | 0.015447962047 | 9 | level1 |
| 0 | 2 | 2 | 2 | 1 | 2 | 1 | 3 | 1 | 1 | 0 | 0 | 3 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 2 | 2 | -0.29864261141 | 5 | level0 |
| 0 | 2 | 2 | 2 | 1 | 4 | 2 | 5 | 1 | 1 | 201 | 39 | 38 | 3 | 0 | 0 | 0 | 27 | 16 | 0 | 1 | 0 | 0 | -0.088970467587 | 3 | level0 |
| 0 | 2 | 2 | 2 | 1 | 4 | 1 | 4 | 1 | 2 | 149 | 44 | 43 | 5 | 5 | 1 | 0 | 14 | 26 | 3 | 1 | 0 | 0 | -0.066414126798 | 9 | level1 |