Update congress.py

congress.py

@@ -1,5 +1,3 @@
-"""Congress"""
-
 from typing import List
 
 import datasets
@@ -10,22 +8,22 @@ import pandas
 VERSION = datasets.Version("1.0.0")
 _BASE_FEATURE_NAMES = [
     "party",
-    "pro_handicapped_infants",
-    "pro_water_project_cost_sharing",
-    "pro_adoption_of_the_budget_resolution",
-    "pro_physician_fee_freeze",
-    "pro_el_salvador_aid",
-    "pro_religious_groups_in_schools",
-    "pro_anti_satellite_test_ban",
-    "pro_aid_to_nicaraguan_contras",
-    "pro_mx_missile",
-    "pro_immigration",
-    "pro_synfuels_corporation_cutback",
-    "pro_education_spending",
-    "pro_superfund_right_to_sue",
-    "pro_crime",
-    "pro_duty_free_exports",
-    "pro_export_administration_act_south_africa",
+    "vote_on_handicapped_infants_bill",
+    "vote_on_water_project_cost_sharing_bill",
+    "vote_on_adoption_of_the_budget_resolution_bill",
+    "vote_on_physician_fee_freeze_bill",
+    "vote_on_el_salvador_aid_bill",
+    "vote_on_religious_groups_in_schools_bill",
+    "vote_on_anti_satellite_test_ban_bill",
+    "vote_on_aid_to_nicaraguan_contras_bill",
+    "vote_on_mx_missile_bill",
+    "vote_on_immigration_bill",
+    "vote_on_synfuels_corporation_cutback_bill",
+    "vote_on_education_spending_bill",
+    "vote_on_superfund_right_to_sue_bill",
+    "vote_on_crime_bill",
+    "vote_on_duty_free_exports_bill",
+    "vote_on_export_administration_act_south_africa_bill",
 ]
 
 DESCRIPTION = "Congress dataset from the UCI ML repository."
@@ -45,23 +43,23 @@ urls_per_split = {
 }
 features_types_per_config = {
     "voting": {
-        "pro_handicapped_infants": datasets.Value("string"),
-        "pro_water_project_cost_sharing": datasets.Value("string"),
-        "pro_adoption_of_the_budget_resolution": datasets.Value("string"),
-        "pro_physician_fee_freeze": datasets.Value("string"),
-        "pro_el_salvador_aid": datasets.Value("string"),
-        "pro_religious_groups_in_schools": datasets.Value("string"),
-        "pro_anti_satellite_test_ban": datasets.Value("string"),
-        "pro_aid_to_nicaraguan_contras": datasets.Value("string"),
-        "pro_mx_missile": datasets.Value("string"),
-        "pro_immigration": datasets.Value("string"),
-        "pro_synfuels_corporation_cutback": datasets.Value("string"),
-        "pro_education_spending": datasets.Value("string"),
-        "pro_superfund_right_to_sue": datasets.Value("string"),
-        "pro_crime": datasets.Value("string"),
-        "pro_duty_free_exports": datasets.Value("string"),
-        "pro_export_administration_act_south_africa": datasets.Value("string"),
-        "party": datasets.ClassLabel(num_classes=2, names=("democrat", "republican")),
+                "vote_on_handicapped_infants_bill", datasets.Value("string"),
+        "vote_on_water_project_cost_sharing_bill", datasets.Value("string"),
+        "vote_on_adoption_of_the_budget_resolution_bill", datasets.Value("string"),
+        "vote_on_physician_fee_freeze_bill", datasets.Value("string"),
+        "vote_on_el_salvador_aid_bill", datasets.Value("string"),
+        "vote_on_religious_groups_in_schools_bill", datasets.Value("string"),
+        "vote_on_anti_satellite_test_ban_bill", datasets.Value("string"),
+        "vote_on_aid_to_nicaraguan_contras_bill", datasets.Value("string"),
+        "vote_on_mx_missile_bill", datasets.Value("string"),
+        "vote_on_immigration_bill", datasets.Value("string"),
+        "vote_on_synfuels_corporation_cutback_bill", datasets.Value("string"),
+        "vote_on_education_spending_bill", datasets.Value("string"),
+        "vote_on_superfund_right_to_sue_bill", datasets.Value("string"),
+        "vote_on_crime_bill", datasets.Value("string"),
+        "vote_on_duty_free_exports_bill", datasets.Value("string"),
+        "vote_on_export_administration_act_south_africa_bill", datasets.Value("string"),
+        "party", datasets.ClassLabel(num_classes=2, names=("democrat", "republican")),
     }
 }
 features_per_config = {k: datasets.Features(features_types_per_config[k]) for k in features_types_per_config}