Video Games Rating By 'ESRB'
Predict the ESRB rating for games based on the content that the game rated on.
@kaggle.imohtn_video_games_rating_by_esrb
About this Dataset
Video Games Rating By 'ESRB'
- This data contains the name for
1895 gameswith34 of ESRB rating content with the name and consoleas features for each game. - A single data point is represented as a binary value
0-1forConsoleand abinary vectorfor thefeatures of ESRB content. - RP, EC, A, rating is not provided in the current version of the data, it might be included in the next updates.
File descriptions:
Video_games_esrb_rating.csv - the training set
test_esrb.csv - the test set
Data dictionary
| Feature | type | description | Keys |
|---|---|---|---|
| title | string | Name of the game. | ---- |
| console | int | The console on which the game was released. | 0 = PS4 1 = PS4 & Xbox_one |
| Alcohol_Reference | int | Reference to and/or images of alcoholic beverages. | 0 = no1 = yes |
| Animated_Blood | int | Discolored and/or unrealistic depictions of blood. | 0 = no1 = yes |
| Blood | int | Depictions of blood. | 0 = no1 = yes |
| Blood_and_Gore | int | Depictions of blood or the mutilation of body parts. | 0 = no1 = yes |
| Cartoon_Violence | int | Violent actions involving cartoon-like situations and characters. May include violence where a character is unharmed after the action has been inflicted. | 0 = no1 = yes |
| Crude_Humor | int | Depictions or dialogue involving vulgar antics, including "bathroom" humor. | 0 = no1 = yes |
| DrugRe_ference | int | Reference to and/or images of illegal drugs. | 0 = no1 = yes |
| Fantasy_Violence | int | Violent actions of a fantasy nature, involving human or non-human characters in situations easily distinguishable from real life. | 0 = no1 = yes |
| Intense_Violence | int | Graphic and realistic-looking depictions of physical conflict. May involve extreme and/or realistic blood, gore, weapons, and depictions of human injury and death. | 0 = no1 = yes |
| Language | int | Moderate use of profanity. | 0 = no1 = yes |
| Lyrics | int | References to profanity, sexuality, violence, alcohol, or drug use in music. | 0 = no1 = yes |
| Mature_Humor | int | Depictions or dialogue involving "adult" humor, including sexual references. | 0 = no1 = yes |
| Mild_Blood | int | Some blood. | 0 = no1 = yes |
| Mild_Cartoon_Violence | int | Some violent actions involving cartoon. | 0 = no1 = yes |
| Mild_Fantasy_Violence | int | Some violent actions of a fantasy nature. | 0 = no1 = yes |
| Mild_Language | int | Mild to moderate use of profanity. | 0 = no1 = yes |
| Mild_Lyrics | int | Mild References to profanity, sexuality, violence, alcohol, or drug use in music. | 0 = no1 = yes |
| Mild_Suggestive_Themes | int | some provocative references or materials | 0 = no1 = yes |
| Mild_Violence | int | Some scenes involving aggressive conflict. | 0 = no1 = yes |
| No_Descriptors | int | No content descriptors. | 0 = no1 = yes |
| Nudity | int | Graphic or prolonged depictions of nudity. | 0 = no1 = yes |
| Partial_Nudity | int | Brief and/or mild depictions of nudity. | 0 = no1 = yes |
| Sexual_Content | int | Non-explicit depictions of sexual behavior, possibly including partial nudity. | 0 = no1 = yes |
| Sexual_Themes | int | References to sex or sexuality. | 0 = no1 = yes |
| Simulated_Gambling | int | Player can gamble without betting or wagering real cash or currency. | 0 = no1 = yes |
| Strong_Language | int | Explicit and/or frequent use of profanity. | 0 = no1 = yes |
| Strong_Sexual_Content | int | Explicit and/or frequent depictions of sexual behavior, possibly including nudity. | 0 = no1 = yes |
| Suggestive_Themes | int | Provocative references or materials. | 0 = no1 = yes |
| Use_of_Alcohol | int | The consumption of alcoholic beverages. | 0 = no1 = yes |
| Use_of_Drugs_and_Alcohol | int | The consumption of alcoholic and drugs beverages. | 0 = no1 = yes |
| Violence | int | Scenes involving aggressive conflict. May contain bloodless dismemberment. | 0 = no1 = yes |
| ESRB_rating | string | rating: RP - EC - E - E+10 - T - M - A | RP , EC , E , ET , T , M , A |
ESRB rating description:
| ESRB_rating | Description |
|---|---|
| RP | Rating Pending |
| EC | Early Childhood |
| E | Everyone |
| E 10+ | Everyone 10+ |
| T | Teen |
| M | Mature |
| A | Adult |