Update README.md

README.md

@@ -23,6 +23,88 @@ In addition, we collected a variety of demographic variables (e.g. age and gende
 
 
 
+## Codebook
+| Column Name | Description       | Type       |
+| -------------- | ------------------ |---------------- |
+|id|annotator ID|integer|
+|age|Age|integer|
+|gender|Gender<br> 1: Female2: Male<br> 3: Something Else<br> 4: Prefer not to say<br> |factor|
+|afam|African-American<br> 0: No<br> 1: Yes|binary|
+|asian|Asian-American<br> 0: No<br> 1: Yes|binary|
+|hispanic|Hispanic<br> 0: No<br> 1: Yes|binary|
+|white|White<br> 0: No<br> 1: Yes|binary|
+|race_other|Other race/ethnicity<br> 0: No<br> 1: Yes|binary|
+|race_not_say|Prefer not to say race/ethnicity<br> 0: No<br> 1: Yes|binary|
+|education|Highest educational attainment<br> 1: Less than high school2: High school<br> 3: Some college<br> 4: College graduate<br> 5: Master's degree or professional degree (Law, Medicine, MPH, etc.) <br> 6: Doctoral degree (PhD, DPH, EdD, etc.)|factor|
+|sexuality|Sexuality<br> 1: Gay or Lesbian2: Bisexual<br> 3: Straight<br> 4: Something Else<br> |factor|
+|english|English first language? <br> 0: No<br> 1: Yes|binary|
+|tw_use|Twitter Use <br> 1: Most days2: Most weeks,  but not every day<br> 3: A few times a month<br> 4: A few times a year<br> 5: Less often <br>  6: Never|factor|
+|social_media_use|Social Media Use<br> 1: Most days2: Most weeks,  but not every day<br> 3: A few times a month<br> 4: A few times a year<br> 5: Less often <br>  0: Never|factor|
+|prolific_hours|Prolific hours worked last month|integer|
+|task_fun|Coding work was: fun<br> 0: No<br> 1: Yes|binary|
+|task_interesting|Coding work was: interesting<br> 0: No<br> 1: Yes|binary|
+|task_boring|Coding work was: boring<br> 0: No<br> 1: Yes|binary|
+|task_repetitive|Coding work was: repetitive<br> 0: No<br> 1: Yes|binary|
+|task_important|Coding work was: important<br> 0: No<br> 1: Yes|binary|
+|task_depressing|Coding work was: depressing<br> 0: No<br> 1: Yes|binary|
+|task_offensive|Coding work was: offensive<br> 0: No<br> 1: Yes|binary|
+|another_tweettask|Likelihood to do another Tweet related task<br> not at all: Not at all likely<br> somewhat: Somewhat likely<br> very: Very likely|factor|
+|another_hatetask|Likelihood to do another Hate Speech related task<br> not at all: Not at all likely<br> somewhat: Somewhat likely<br> very: Very likely|factor|
+|page_history|Order in which annotator saw pages|character|
+|date_of_first_access|Datetime of first access|datetime|
+|date_of_last_access|Datetime of last access|datetime|
+|duration_sec|Task duration in seconds|integer|
+|version|Version of annotation task <br> A: Version AB: Version B<br> C: Version C<br> D: Version D<br> E: Version E<br> F: Version F|factor|
+|tw1|Label assigned to Tweet 1<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> NA: Missing or "don't know"|factor|
+|tw2|Label assigned to Tweet 2<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw3|Label assigned to Tweet 3<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw4|Label assigned to Tweet 4<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw5|Label assigned to Tweet 5<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw6|Label assigned to Tweet 6<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw7|Label assigned to Tweet 7<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw8|Label assigned to Tweet 8<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw9|Label assigned to Tweet 9<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw10|Label assigned to Tweet 10<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw11|Label assigned to Tweet 11<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw12|Label assigned to Tweet 12<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw13|Label assigned to Tweet 13<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw14|Label assigned to Tweet 14<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw15|Label assigned to Tweet 15<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw16|Label assigned to Tweet 16<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw17|Label assigned to Tweet 17<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw18|Label assigned to Tweet 18<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw19|Label assigned to Tweet 19<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw20|Label assigned to Tweet 20<br> hate speech: Hate Speech<br> offensive language: Offensive Language<br> neither: Neither HS nor OL <br> |factor|
+|tw_duration_1|Annotation duration in milliseconds Tweet 1|numerical|
+|tw_duration_2|Annotation duration in milliseconds Tweet 2|numerical|
+|tw_duration_3|Annotation duration in milliseconds Tweet 3|numerical|
+|tw_duration_4|Annotation duration in milliseconds Tweet 4|numerical|
+|tw_duration_5|Annotation duration in milliseconds Tweet 5|numerical|
+|tw_duration_6|Annotation duration in milliseconds Tweet 6|numerical|
+|tw_duration_7|Annotation duration in milliseconds Tweet 7|numerical|
+|tw_duration_8|Annotation duration in milliseconds Tweet 8|numerical|
+|tw_duration_9|Annotation duration in milliseconds Tweet 9|numerical|
+|tw_duration_10|Annotation duration in milliseconds Tweet 10|numerical|
+|tw_duration_11|Annotation duration in milliseconds Tweet 11|numerical|
+|tw_duration_12|Annotation duration in milliseconds Tweet 12|numerical|
+|tw_duration_13|Annotation duration in milliseconds Tweet 13|numerical|
+|tw_duration_14|Annotation duration in milliseconds Tweet 14|numerical|
+|tw_duration_15|Annotation duration in milliseconds Tweet 15|numerical|
+|tw_duration_16|Annotation duration in milliseconds Tweet 16|numerical|
+|tw_duration_17|Annotation duration in milliseconds Tweet 17|numerical|
+|tw_duration_18|Annotation duration in milliseconds Tweet 18|numerical|
+|tw_duration_19|Annotation duration in milliseconds Tweet 19|numerical|
+|tw_duration_20|Annotation duration in milliseconds Tweet 20|numerical|
+|num_approvals|Prolific data: number of previous task approvals of annotator|integer|
+|num_rejections|Prolific data: number of previous task rejections of annotator|integer|
+|prolific_score|Annotator quality score by Prolific|numerical|
+|countryofbirth|Prolific data: Annotator country of birth|character|
+|currentcountryofresidence|Prolific data: Annotator country of residence|character|
+|employmentstatus|Prolific data: Annotator Employment Status<br> Full-timePart-time<br> Unemployed (and job-seeking)<br> Due to start a new job within the next month<br> Not in paid work (e.g. homemaker, retired or disabled)<br> Other<br> DATA EXPIRED|factor|
+|firstlanguage|Prolific data: Annotator first language|character|
+|nationality|Prolific data: Nationality|character|
+|studentstatus|Prolific data: Student status<br> Yes<br> No <br> DATA EXPIRED|factor|
+
 ## Citation
 
 If you found the dataset useful, please cite: