Psych_Dataecsv.csv
| age | gender | ethnicity | dep_scale | anx_score | suicidal_inv | subs_abuse | therapy_pref | ses_level | pre_ther | post_ther | medic |
| 21 | Male | Cauc | 3.4 | 5.1 | 3.4 | narcotics | group | 3 | 56 | 58 | 0 |
| 21 | Male | Asian | 3.9 | 8.3 | 3.8 | none | group | 3 | 38 | 41 | 1 |
| 21 | Male | AfrAm | 3.3 | 4.9 | 2.2 | narcotics | individual | 1 | 44 | 46 | 0 |
| 21 | Male | AfrAm | 2.7 | 4.4 | 2.3 | narcotics | individual | 2 | 65 | 64 | 0 |
| 21 | Male | Hisp | 3.3 | 5.1 | 3.1 | alcohol | individual | 1 | 61 | 63 | 0 |
| 21 | Male | Hisp | 4.2 | 4.9 | 2.3 | both | mixed | 2 | 59 | 60 | 1 |
| 21 | Female | Hisp | 3.3 | 4.6 | 4.7 | narcotics | mixed | 1 | 40 | 43 | 0 |
| 21 | Female | Hisp | 3.3 | 5.1 | 4.2 | alcohol | mixed | 1 | 49 | 47 | 1 |
| 21 | Male | Hisp | 3.9 | 5.3 | 3.8 | both | mixed | 3 | 59 | 57 | 0 |
| 22 | Male | AfrAm | 2.5 | 5.3 | 2.5 | both | group | 1 | 59 | 58 | 1 |
| 22 | Male | Hisp | 3.8 | 5.8 | 4.1 | both | group | 1 | 45 | 44 | 0 |
| 22 | Male | AfrAm | 2.8 | 4.4 | 2.5 | narcotics | group | 1 | 61 | 62 | 1 |
| 22 | Male | Cauc | 4.2 | 6.7 | 4.3 | both | group | 3 | 49 | 50 | 1 |
| 22 | Female | Cauc | 3.7 | 6.1 | 4.2 | narcotics | group | 1 | 46 | 44 | 1 |
| 22 | Female | Asian | 4.5 | 8.1 | 4.7 | none | group | 1 | 51 | 52 | 0 |
| 22 | Male | Hisp | 2.9 | 4.5 | 2.8 | both | individual | 1 | 63 | 63 | 0 |
| 22 | Male | Asian | 3.9 | 6.2 | 4.4 | narcotics | individual | 1 | 43 | 42 | 1 |
| 22 | Female | Asian | 3.3 | 5.7 | 3.9 | alcohol | individual | 1 | 58 | 59 | 1 |
| 22 | Female | Cauc | 3.6 | 6.3 | 3.7 | none | individual | 2 | 47 | 48 | 1 |
| 22 | Female | Cauc | 4.2 | 6.6 | 4.4 | alcohol | individual | 1 | 41 | 44 | 0 |
| 22 | Female | Cauc | 4.1 | 6.9 | 4.5 | both | individual | 3 | 48 | 50 | 0 |
| 22 | Female | AfrAm | 2.6 | 5.1 | 3.1 | narcotics | mixed | 1 | 48 | 46 | 0 |
| 22 | Female | Cauc | 4.2 | 7.7 | 4.6 | narcotics | mixed | 1 | 52 | 51 | 0 |
| 23 | Male | Hisp | 2.5 | 4.4 | 2.5 | alcohol | group | 1 | 59 | 58 | 1 |
| 23 | Female | Cauc | 3.4 | 5.2 | 3.8 | narcotics | mixed | 1 | 64 | 64 | 1 |
| 23 | Female | Cauc | 3.9 | 5.7 | 3.9 | alcohol | mixed | 2 | 53 | 55 | 1 |
| 23 | Male | Asian | 3.8 | 6.3 | 4.1 | both | mixed | 2 | 51 | 50 | 1 |
| 23 | Female | Cauc | 3.1 | 5.5 | 3.6 | none | mixed | 1 | 63 | 66 | 1 |
| 23 | Male | AmInd | 3.6 | 5.8 | 3.9 | both | mixed | 3 | 50 | 49 | 0 |
| 24 | Female | AfrAm | 2.9 | 4.8 | 3.3 | alcohol | group | 1 | 54 | 53 | 0 |
| 24 | Male | Cauc | 3.9 | 5.6 | 2.9 | both | group | 2 | 63 | 65 | 0 |
| 24 | Male | Asian | 4.5 | 5.9 | 3.8 | narcotics | individual | 1 | 50 | 51 | 1 |
| 24 | Female | AfrAm | 2.6 | 4.9 | 2.2 | none | individual | 1 | 61 | 62 | 0 |
| 24 | Female | Cauc | 4.3 | 7.2 | 4.6 | alcohol | individual | 3 | 41 | 41 | 1 |
| 24 | Male | Hisp | 2.8 | 4.2 | 2.6 | narcotics | individual | 1 | 54 | 52 | 1 |
| 24 | Male | Hisp | 3.5 | 5.4 | 3.8 | both | individual | 1 | 55 | 54 | 1 |
| 24 | Male | AfrAm | 3.2 | 5.4 | 3.2 | both | mixed | 3 | 57 | 60 | 0 |
| 25 | Female | Hisp | 3.7 | 5.2 | 4.5 | narcotics | group | 1 | 45 | 46 | 0 |
| 25 | Male | AfrAm | 3.1 | 5.2 | 3.1 | narcotics | individual | 1 | 62 | 62 | 0 |
| 25 | Male | Asian | 3.9 | 6.5 | 3.1 | both | individual | 2 | 60 | 59 | 1 |
| 25 | Male | Hisp | 3.1 | 5.6 | 3.8 | narcotics | individual | 1 | 52 | 52 | 1 |
| 25 | Male | Hisp | 3.5 | 4.8 | 2.7 | both | individual | 1 | 63 | 61 | 1 |
| 25 | Female | AmInd | 4.6 | 7.2 | 3.8 | alcohol | mixed | 2 | 44 | 47 | 0 |
| 26 | Female | AfrAm | 2.9 | 3.4 | 1.8 | both | group | 2 | 57 | 57 | 0 |
| 26 | Female | AfrAm | 2.8 | 3.8 | 1.7 | alcohol | group | 1 | 59 | 59 | 1 |
| 26 | Female | Hisp | 3.7 | 4.3 | 3.5 | both | group | 1 | 55 | 55 | 0 |
| 26 | Male | AfrAm | 2.7 | 4.5 | 2.6 | both | group | 1 | 57 | 55 | 1 |
| 26 | Male | Hisp | 3.5 | 4.9 | 2.6 | narcotics | individual | 1 | 58 | 57 | 1 |
| 26 | Male | Cauc | 3.5 | 6.1 | 4.3 | both | individual | 2 | 43 | 40 | 1 |
| 27 | Female | AmInd | 3.4 | 4.8 | 3.5 | none | group | 2 | 57 | 60 | 0 |
| 27 | Female | Asian | 4.2 | 7.3 | 4.7 | both | group | 2 | 51 | 53 | 1 |
| 27 | Female | Cauc | 4.1 | 6.3 | 4.3 | narcotics | mixed | 1 | 51 | 53 | 0 |
| 27 | Female | Cauc | 3.6 | 4.2 | 3.5 | alcohol | mixed | 2 | 47 | 46 | 1 |
| 27 | Female | Asian | 3.4 | 6.1 | 4.5 | narcotics | mixed | 2 | 44 | 42 | 1 |
| 27 | Male | Cauc | 2.9 | 4.9 | 2.9 | alcohol | mixed | 2 | 63 | 62 | 1 |
| 28 | Female | Hisp | 3.2 | 6.2 | 3.8 | narcotics | individual | 1 | 55 | 56 | 0 |
| 28 | Male | Hisp | 4.1 | 6.6 | 4.5 | both | individual | 1 | 41 | 42 | 0 |
| 28 | Male | Asian | 4.1 | 7.9 | 4.6 | narcotics | mixed | 3 | 47 | 47 | 1 |
| 28 | Male | AfrAm | 2.9 | 4.2 | 3.4 | narcotics | mixed | 3 | 61 | 60 | 0 |
| 29 | Male | Hisp | 3.6 | 4.8 | 1.5 | narcotics | group | 1 | 49 | 48 | 1 |
| 29 | Male | Cauc | 4.2 | 6.3 | 4.4 | narcotics | group | 1 | 56 | 55 | 1 |
| 29 | Male | Asian | 4.3 | 7.8 | 4.2 | narcotics | group | 1 | 47 | 46 | 0 |
| 29 | Male | Cauc | 3.8 | 6.5 | 4.4 | both | group | 1 | 50 | 50 | 0 |
| 30 | Female | Asian | 4.2 | 6.6 | 4.3 | both | individual | 2 | 37 | 36 | 0 |
| 30 | Male | AfrAm | 2.6 | 5.1 | 3.9 | none | group | 1 | 54 | 54 | 1 |
| 30 | Male | Cauc | 2.6 | 6.2 | 2.1 | both | mixed | 1 | 43 | 42 | 0 |
| 30 | Female | Cauc | 3.5 | 6.1 | 4.3 | alcohol | mixed | 2 | 37 | 39 | 1 |
| 30 | Female | Hisp | 3.4 | 6.3 | 3.2 | alcohol | mixed | 1 | 52 | 53 | 0 |
| 31 | Male | Hisp | 3.8 | 5.6 | 1.8 | both | group | 3 | 58 | 59 | 1 |
| 31 | Male | AfrAm | 3.1 | 3.7 | 1.6 | both | group | 2 | 62 | 62 | 1 |
| 31 | Female | AfrAm | 4.1 | 7.1 | 4.3 | none | group | 2 | 52 | 52 | 1 |
| 31 | Female | Hisp | 3.6 | 5.8 | 3.7 | alcohol | mixed | 1 | 53 | 56 | 1 |
| 31 | Male | AfrAm | 3.1 | 3.7 | 1.9 | narcotics | mixed | 1 | 64 | 64 | 1 |
| 32 | Male | AfrAm | 2.5 | 4.9 | 2.7 | narcotics | group | 2 | 41 | 40 | 0 |
| 32 | Female | Cauc | 4.5 | 5.1 | 4.2 | alcohol | mixed | 2 | 45 | 46 | 0 |
| 33 | Male | AfrAm | 3.3 | 5.9 | 3.5 | narcotics | group | 2 | 55 | 56 | 0 |
| 33 | Female | AmInd | 3.5 | 5.8 | 4.1 | none | group | 2 | 48 | 51 | 0 |
| 33 | Female | Hisp | 2.9 | 4.2 | 2.3 | both | individual | 3 | 46 | 46 | 0 |
| 33 | Male | Hisp | 3.3 | 5.5 | 2.2 | narcotics | individual | 1 | 51 | 52 | 1 |
| 33 | Male | Hisp | 2.8 | 4.6 | 2.4 | both | mixed | 2 | 69 | 69 | 0 |
| 34 | Male | Cauc | 3.1 | 5.2 | 3.7 | none | individual | 2 | 57 | 57 | 1 |
| 35 | Male | AfrAm | 3.7 | 5.3 | 3.7 | both | mixed | 1 | 61 | 60 | 0 |
| 36 | Male | AfrAm | 3.5 | 5.8 | 3.7 | alcohol | individual | 3 | 55 | 57 | 0 |
| 36 | Female | AfrAm | 3.9 | 5.2 | 3.6 | alcohol | mixed | 2 | 63 | 64 | 0 |
| 37 | Male | Cauc | 3.2 | 4.8 | 2.1 | alcohol | group | 2 | 68 | 70 | 0 |
| 37 | Male | Cauc | 3.2 | 5.6 | 3.8 | narcotics | mixed | 2 | 59 | 59 | 0 |
| 38 | Female | AmInd | 3.3 | 4.9 | 2.9 | alcohol | group | 2 | 61 | 62 | 1 |
| 38 | Female | AfrAm | 4.2 | 6.9 | 4.4 | none | group | 2 | 50 | 51 | 1 |
| 38 | Male | AfrAm | 3.7 | 5.5 | 3.6 | narcotics | mixed | 2 | 60 | 59 | 0 |
| 39 | Female | AmInd | 3.5 | 6.7 | 4.1 | none | group | 3 | 49 | 51 | 0 |
| 39 | Male | AfrAm | 3.7 | 5.1 | 2.9 | narcotics | individual | 2 | 65 | 65 | 0 |
| 39 | Male | Cauc | 3.8 | 6.2 | 4.1 | none | individual | 1 | 62 | 60 | 0 |
| 40 | Male | Asian | 3.3 | 7.4 | 4.6 | alcohol | individual | 2 | 53 | 52 | 1 |
| 40 | Female | Asian | 3.8 | 7.2 | 4.5 | none | individual | 3 | 49 | 51 | 1 |
| 40 | Male | AmInd | 3.4 | 5.8 | 4.1 | alcohol | mixed | 3 | 45 | 45 | 0 |
| 41 | Female | AfrAm | 3.6 | 4.5 | 3.1 | alcohol | individual | 3 | 42 | 42 | 1 |
| 41 | Male | Hisp | 3.4 | 4.6 | 2.4 | none | individual | 2 | 55 | 55 | 1 |
| 41 | Female | Cauc | 2.4 | 4.9 | 3.2 | both | group | 3 | 59 | 59 | 1 |
| 41 | Female | Cauc | 3.8 | 5.7 | 3.9 | none | mixed | 3 | 53 | 53 | 1 |
| 42 | Female | AmInd | 3.3 | 5.4 | 3.9 | none | group | 3 | 62 | 64 | 1 |
| 42 | Female | AfrAm | 3.8 | 6.2 | 3.9 | narcotics | mixed | 3 | 58 | 58 | 1 |
| 42 | Female | Cauc | 4.1 | 5.3 | 3.9 | none | mixed | 3 | 43 | 45 | 0 |
| 42 | Female | AfrAm | 2.6 | 4.1 | 3.3 | none | mixed | 3 | 55 | 53 | 1 |
| 42 | Male | AfrAm | 3.3 | 5.5 | 3.7 | alcohol | mixed | 3 | 53 | 53 | 0 |
| 43 | Female | AfrAm | 2.9 | 4.6 | 3.3 | none | mixed | 2 | 62 | 62 | 0 |
| 44 | Male | AmInd | 3.9 | 5.9 | 4.2 | alcohol | individual | 2 | 60 | 60 | 0 |
| 45 | Female | Cauc | 3.6 | 6.8 | 3.9 | alcohol | group | 3 | 53 | 51 | 0 |
| 45 | Female | Cauc | 3.6 | 7.2 | 4.4 | none | mixed | 3 | 34 | 35 | 0 |
| 46 | Female | Hisp | 3.7 | 4.4 | 2.8 | none | individual | 2 | 58 | 57 | 0 |
| 46 | Female | Cauc | 4.1 | 7.1 | 4.4 | none | individual | 3 | 42 | 45 | 1 |
| 48 | Female | AmInd | 3.7 | 6.5 | 4.3 | alcohol | individual | 3 | 53 | 55 | 0 |
| 50 | Male | AmInd | 3.8 | 7.2 | 4.5 | none | individual | 3 | 50 | 52 | 0 |
| 50 | Male | AfrAm | 2.8 | 3.2 | 1.6 | none | individual | 3 | 53 | 52 | 1 |
| 50 | Female | Cauc | 4.4 | 7.3 | 4.6 | none | mixed | 2 | 49 | 50 | 1 |
| 51 | Female | Cauc | 2.9 | 5.8 | 3.5 | alcohol | individual | 2 | 50 | 51 | 1 |
| 51 | Female | Hisp | 3.1 | 5.8 | 2.9 | alcohol | individual | 2 | 57 | 55 | 1 |
| 53 | Female | Hisp | 3.4 | 4.6 | 2.2 | alcohol | individual | 2 | 50 | 51 | 1 |
| 54 | Male | AmInd | 3.1 | 4.9 | 2.3 | alcohol | group | 3 | 54 | 54 | 0 |
| 54 | Male | Hisp | 2.8 | 5.2 | 4.1 | none | individual | 2 | 62 | 63 | 1 |
| 54 | Male | Cauc | 3.7 | 5.9 | 4.3 | alcohol | mixed | 3 | 38 | 40 | 0 |
| 55 | Male | Hisp | 3.1 | 5.6 | 4.2 | alcohol | individual | 2 | 46 | 45 | 0 |
| 56 | Female | Cauc | 3.3 | 5.1 | 4.4 | alcohol | individual | 1 | 57 | 58 | 0 |
| 57 | Female | AfrAm | 3.1 | 4.1 | 2.3 | none | individual | 3 | 63 | 63 | 1 |
| 57 | Male | Cauc | 4.7 | 6.4 | 4.6 | alcohol | individual | 3 | 36 | 35 | 1 |
| 58 | Female | Cauc | 3.9 | 7.2 | 4.5 | alcohol | individual | 3 | 55 | 54 | 1 |
| 59 | Female | Cauc | 2.5 | 4.3 | 3.2 | alcohol | group | 3 | 52 | 54 | 1 |
| 60 | Male | AmInd | 3.5 | 5.1 | 4.1 | alcohol | individual | 1 | 58 | 59 | 1 |
| 60 | Male | Cauc | 4.1 | 7.3 | 4.7 | alcohol | mixed | 2 | 58 | 60 | 1 |
| 62 | Male | AfrAm | 3.6 | 6.4 | 4.2 | alcohol | individual | 3 | 50 | 50 | 1 |
| 69 | Male | Asian | 4.1 | 7.4 | 4.4 | none | individual | 3 | 40 | 42 | 0 |