| Feature | Importance |
| voted_label_Left | 0.12 |
| voted_label_Right | 0.07 |
| religion_rec_label_Christian | 0.07 |
| religion_rec_label_Other | 0.06 |
| education_label_High | 0.04 |
| origin_label_Non-European | 0.03 |
| age_groups_<35 | 0,03 |
| gender_label_Male | 0.03 |
| education_label_Low | 0.03 |
| education_label_Medium | 0.03 |
| Nielsen6_label_North | 0.03 |
| age_groups_>65 | 0.02 |
| salary_cat_label_Above average | 0.02 |
| household_size_rec_label_3 or more persons | 0.02 |
| regular_contact_with_animals_label_yes | 0.02 |
| Nielsen6_label_East | 0.02 |
| household_size_rec_label_2 persons | 0.02 |
| voted_label_Unknown | 0.02 |
| religion_rec_label_Atheist (non-religious) | 0.02 |
| Nielsen6_label_West | 0.02 |
| parental_status_label_Parent | 0.02 |
| salary_cat_label_Below average | 0.02 |
| raised_rural_label_Yes | 0.02 |
| parental_status_label_No parent | 0.02 |
| visited_livestock_farm_label_Yes | 0.02 |
| household_size_rec_label_1 person | 0.02 |
| age_groups_50-65 | 0.02 |
| salary_cat_label_Average | 0.02 |
| salary_cat_label_Unknown | 0.02 |
| voted_label_Center | 0.01 |
| worked_livestock_farm_label_Yes | 0.01 |
| regular_contact_with_pets_label_yes | 0.01 |
| age_groups_35-49 | 0.01 |
| regular_contact_with_livestock_label_yes | 0.01 |
| regular_contact_with_other_animals_label_yes | 0.01 |
| Nielsen6_label_South | 0.01 |
| Nielsen6_label_Suburban municipalities | 0.01 |
| Nielsen6_label_3 major cities | 0.01 |
| religion_rec_label_I prefer not to say | 0.01 |
| parental_status_label_Unknown | 0.00 |