added numeric QA columns for ACS tasks

folktexts/acs/acs_columns.py

@@ -200,8 +200,6 @@
         "What is the probability that this person's estimated yearly income is "
         "above $50,000 ?"
     ),
-    answer_probability=True,
-    num_forward_passes=2,
 )
 
 acs_income_target_col = ColumnToText(
@@ -221,7 +219,7 @@
     ),
 )
 
-acs_pubcov_og_target_col = ColumnToText(
+acs_pubcov = ColumnToText(
     "PUBCOV",
     short_description="public health coverage status",
     value_map={
@@ -241,6 +239,13 @@
     ),
 )
 
+acs_pubcov_numeric_qa = DirectNumericQA(
+    column=acs_public_coverage_threshold.apply_to_column_name("PUBCOV"),
+    text=(
+        "What is the probability that this person is covered by public health insurance?"
+    ),  # NOTE: value=1 for yes, 0 for no
+)
+
 acs_pubcov_target_col = ColumnToText(
     name=acs_public_coverage_threshold.apply_to_column_name("PUBCOV"),
     short_description="public health coverage status",
@@ -301,14 +306,21 @@
 
 # MIG: Mobility Status (Thresholded)
 acs_mobility_qa = MultipleChoiceQA(
-    column=acs_mobility_threshold.apply_to_column_name("MIG"),
+    column=acs_mobility_threshold.apply_to_column_name("MIG"),      # NOTE: Thresholded by MIG!=1
     text="Has this person moved in the last year?",
     choices=(
-        Choice("No, person has lived in the same house for the last year", 1),
-        Choice("Yes, person has moved in the last year", 0),
+        Choice("No, person has lived in the same house for the last year", 0),
+        Choice("Yes, person has moved in the last year", 1),
     ),
 )
 
+acs_mobility_numeric_qa = DirectNumericQA(
+    column=acs_mobility_threshold.apply_to_column_name("MIG"),      # NOTE: Thresholded by MIG!=1
+    text=(
+        "What is the probability that this person has moved in the last year?"
+    ),  # NOTE: Question should relate to probability of MIG!=1
+)
+
 acs_mobility_target_col = ColumnToText(
     name=acs_mobility_threshold.apply_to_column_name("MIG"),
     short_description="mobility status over the last year",
@@ -408,6 +420,14 @@
     ),
 )
 
+acs_employment_numeric_qa = DirectNumericQA(
+    column=acs_employment_threshold.apply_to_column_name("ESR"),
+    text=(
+        "What is the probability that this person is an employed civilian?"
+        # "What is the probability that this person is currently employed?"
+    ),  # NOTE: Question should relate to probability of ESR==1
+)
+
 acs_employment_target_col = ColumnToText(
     name=acs_employment_threshold.apply_to_column_name("ESR"),
     short_description="employment status",
@@ -456,6 +476,13 @@
     ),
 )
 
+acs_commute_time_numeric_qa = DirectNumericQA(
+    column=acs_travel_time_threshold.apply_to_column_name("JWMNP"),
+    text=(
+        "What is the probability that this person's commute time is longer than 20 minutes?"
+    ),  # NOTE: Question should relate to probability of JWMNP>20
+)
+
 acs_travel_time_target_col = ColumnToText(
     name=acs_travel_time_threshold.apply_to_column_name("JWMNP"),
     short_description="commute time",
@@ -545,6 +572,14 @@
     ),
 )
 
+acs_health_ins_2_numeric_qa = DirectNumericQA(
+    column=acs_health_insurance_threshold.apply_to_column_name("HINS2"),
+    text=(
+        "What is the probability that this person has purchased health "
+        "insurance directly through a private company?"
+    ),  # NOTE: Question should relate to probability of HINS2==1
+)
+
 acs_health_ins_2_target_col = ColumnToText(
     name=acs_health_insurance_threshold.apply_to_column_name("HINS2"),
     short_description="acquired health insurance directly from an insurance company",

folktexts/acs/acs_thresholds.py

@@ -9,7 +9,7 @@
 acs_public_coverage_threshold = Threshold(1, "==")
 
 # ACSMobility task
-acs_mobility_threshold = Threshold(1, "==")
+acs_mobility_threshold = Threshold(1, "!=")
 
 # ACSEmployment task
 acs_employment_threshold = Threshold(1, "==")