diff --git a/bambi/version.txt b/bambi/version.txt index 0c8dc76e9..d33c3a212 100644 --- a/bambi/version.txt +++ b/bambi/version.txt @@ -1 +1 @@ -0.12.0.dev \ No newline at end of file +0.12.0 \ No newline at end of file diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md index 68dcfb4d4..a43c952cb 100644 --- a/docs/CHANGELOG.md +++ b/docs/CHANGELOG.md @@ -1,15 +1,34 @@ # Changelog + ## 0.X.X ### New features +### Maintenance and fixes + +### Documentation + + +### Deprecation + + +## 0.12.0 + +### New features + * Implement new families `"ordinal"` and `"sratio"` for modeling of ordinal responses (#678) * Allow families to implement a custom `create_extra_pps_coord()` (#688) * Allow predictions on new groups (#693) ### Maintenance and fixes +* Robustify how Bambi handles dims (#682) +* Fix links in FAQ (#686) +* Update additional dependencies install command (#689) +* Update predict pps docstring (#690) +* Add warning for aliases athat aren't used (#691) + ### Documentation * Add families to the Getting Started guide (#683) diff --git a/stemcell.csv b/stemcell.csv deleted file mode 100644 index 4ec9593fb..000000000 --- a/stemcell.csv +++ /dev/null @@ -1,830 +0,0 @@ -"belief","rating","gender" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"fundamentalist",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"moderate",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"liberal",1,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"fundamentalist",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"moderate",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"liberal",2,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"fundamentalist",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"moderate",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"liberal",3,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"fundamentalist",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"moderate",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"liberal",4,"female" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"fundamentalist",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"moderate",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"liberal",1,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"fundamentalist",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"moderate",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"liberal",2,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"fundamentalist",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"moderate",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"liberal",3,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"fundamentalist",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"moderate",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male" -"liberal",4,"male"