Normalize line endings to LF

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+*.csv text eol=lf
+*.py text eol=lf

Programs PBS - Sheet.csv → BPS-special-programs.csv

@@ -1,206 +1,206 @@
-School Name,Inclusion,Early Childhood Center-Based,ABA-Based Classrooms,Emotional Impairment (EI) - Externalizing,Emotional Impairment (EI) - Internalizing,Mild Intellectual Disabilities,Moderate Intellectual Disabilities,Severe Intellectual Disabilities/Multiple Disabilities,Specific Learning Disabilities,Public Day Schools,Special Admission Schools
-Another Course to College,Yes,,,,,,,,,,
-Baldwin Early Learning Pilot Academy,Yes,,,,,,,,,,
-Bates Elementary,Yes,,,,,,,,,,
-Blackstone Elementary School,Yes,,,,,,,,,,
-Boston Community Leadership Academy- McCormack,Yes,,,,,,,,,,
-Boston Teachers Union K-8 Pilot,Yes,,,,,,,,,,
-Bradley Elementary,Yes,,,,,,,,,,
-Brighton High School,Yes,,,,,,,,,,
-Charlestown High School,Yes,,,,,,,,,,
-Chittick Elementary,Yes,,,,,,,,,,
-Clap Elementary School,Yes,,,,,,,,,,
-Condon K-8,Yes,,,,,,,,,,
-Conley Elementary,Yes,,,,,,,,,,
-Curley K-8 School,Yes,,,,,,,,,,
-Dearborn 6-12 STEM Academy,Yes,,,,,,,,,,
-Dever Elementary,Yes,,,,,,,,,,
-East Boston Early Education Center,Yes,,,,,,,,,,
-East Boston High School,Yes,,,,,,,,,,
-Edison Elementary,Yes,,,,,,,,,,
-Eliot K-8 Innovation School,Yes,,,,,,,,,,
-Eliot K-8 Innovation School - Intermediate,Yes,,,,,,,,,,
-Eliot K-8 Innovation School - Upper,Yes,,,,,,,,,,
-Ellison/Parks Early Education School,Yes,,,,,,,,,,
-English High School,Yes,,,,,,,,,,
-Everett Elementary,Yes,,,,,,,,,,
-Fenway High School,Yes,,,,,,,,,,
-Frederick Pilot Middle School,Yes,,,,,,,,,,
-Gardner Pilot Academy,Yes,,,,,,,,,,
-Guild Elementary,Yes,,,,,,,,,,
+School Name,Inclusion,Early Childhood Center-Based,ABA-Based Classrooms,Emotional Impairment (EI) - Externalizing,Emotional Impairment (EI) - Internalizing,Mild Intellectual Disabilities,Moderate Intellectual Disabilities,Severe Intellectual Disabilities/Multiple Disabilities,Specific Learning Disabilities,Public Day Schools,Special Admission Schools
+Another Course to College,Yes,,,,,,,,,,
+Baldwin Early Learning Pilot Academy,Yes,,,,,,,,,,
+Bates Elementary,Yes,,,,,,,,,,
+Blackstone Elementary School,Yes,,,,,,,,,,
+Boston Community Leadership Academy- McCormack,Yes,,,,,,,,,,
+Boston Teachers Union K-8 Pilot,Yes,,,,,,,,,,
+Bradley Elementary,Yes,,,,,,,,,,
+Brighton High School,Yes,,,,,,,,,,
+Charlestown High School,Yes,,,,,,,,,,
+Chittick Elementary,Yes,,,,,,,,,,
+Clap Elementary School,Yes,,,,,,,,,,
+Condon K-8,Yes,,,,,,,,,,
+Conley Elementary,Yes,,,,,,,,,,
+Curley K-8 School,Yes,,,,,,,,,,
+Dearborn 6-12 STEM Academy,Yes,,,,,,,,,,
+Dever Elementary,Yes,,,,,,,,,,
+East Boston Early Education Center,Yes,,,,,,,,,,
+East Boston High School,Yes,,,,,,,,,,
+Edison Elementary,Yes,,,,,,,,,,
+Eliot K-8 Innovation School,Yes,,,,,,,,,,
+Eliot K-8 Innovation School - Intermediate,Yes,,,,,,,,,,
+Eliot K-8 Innovation School - Upper,Yes,,,,,,,,,,
+Ellison/Parks Early Education School,Yes,,,,,,,,,,
+English High School,Yes,,,,,,,,,,
+Everett Elementary,Yes,,,,,,,,,,
+Fenway High School,Yes,,,,,,,,,,
+Frederick Pilot Middle School,Yes,,,,,,,,,,
+Gardner Pilot Academy,Yes,,,,,,,,,,
+Guild Elementary,Yes,,,,,,,,,,
 "Haley Pilot School
- (K0-6 SY25-26)",Yes,,,,,,,,,,
-Harvard/Kent Elementary,Yes,,,,,,,,,,
-Haynes Early Education Center,Yes,,,,,,,,,,
-Henderson K-12 Inclusion School Lower,Yes,,,,,,,,,,
-Henderson K-12 Inclusion School Upper,Yes,,,,,,,,,,
-Hennigan K-8 School,Yes,,,,,,,,,,
-Higginson Inclusion K0-2 School,Yes,,,,,,,,,,
-Higginson/Lewis K-8,Yes,,,,,,,,,,
-Holland School of Technology,Yes,,,,,,,,,,
-Holmes Elementary,Yes,,,,,,,,,,
-Kennedy Patrick J. Elementary,Yes,,,,,,,,,,
-Kenny Elementary,Yes,,,,,,,,,,
-Kilmer K-8 School (K-3),Yes,,,,,,,,,,
-Kilmer K-8 School (4-8),Yes,,,,,,,,,,
-King Elementary,Yes,,,,,,,,,,
-Lee Academy,Yes,,,,,,,,,,
-Lee K-8 School,Yes,,,,,,,,,,
-Lyon K-8 School,Yes,,,,,,,,,,
-Lyon High School,Yes,,,,,,,,,,
-Manning Elementary,Yes,,,,,,,,,,
-Mason Elementary,Yes,,,,,,,,,,
-Mattahunt Elementary School,Yes,,,,,,,,,,
-McKay K-8 School,Yes,,,,,,,,,,
-Mendell Elementary,Yes,,,,,,,,,,
-Mildred Avenue K-8 School,Yes,,,,,,,,,,
-Mozart Elementary,Yes,,,,,,,,,,
-Murphy K-8 School,Yes,,,,,,,,,,
-Ohrenberger School,Yes,,,,,,,,,,
-Quincy Elementary,Yes,,,,,,,,,,
-Quincy Upper School,Yes,,,,,,,,,,
-Roosevelt K-8 School (K1-1),Yes,,,,,,,,,,
-Roosevelt K-8 School (2-8),Yes,,,,,,,,,,
-Sumner Elementary,Yes,,,,,,,,,,
-Taylor Elementary,Yes,,,,,,,,,,
-TechBoston Academy 7-12,Yes,,,,,,,,,,
-West Zone Early Learning Center,Yes,,,,,,,,,,
-Young Achievers K-8 School,Yes,,,,,,,,,,
-Blackstone Elementary,,Yes,,,,,,,,,
-Channing Elementary,,Yes,,,,,,,,,
-Condon K-8,,Yes,,,,,,,,,
-Conley Elementary,,Yes,,,,,,,,,
-Grew Elementary,,Yes,,,,,,,,,
-Harvard/Kent Elementary,,Yes,,,,,,,,,
-Haynes Early Education Center,,Yes,,,,,,,,,
-Hurley K-8,,Yes,,,,,,,,,
-"Kennedy, JF Elementary",,Yes,,,,,,,,,
-"Kennedy, PJ Elementary",,Yes,,,,,,,,,
-Kenny Elementary,,Yes,,,,,,,,,
-King Elementary,,Yes,,,,,,,,,
-Lyndon K-8,,Yes,,,,,,,,,
-Mattahunt Elementary,,Yes,,,,,,,,,
-Perry K-8,,Yes,,,,,,,,,
-Quincy Elementary,,Yes,,,,,,,,,
-Russell Elementary,,Yes,,,,,,,,,
-Shaw Elementary,,Yes,,,,,,,,,
-Tobin K-8,,Yes,,,,,,,,,
-Trotter Elementary,,Yes,,,,,,,,,
-Winship Elementary,,Yes,,,,,,,,,
-Adams Elementary,,,Yes,,,,,,,,
-Boston Community Leadership Academy-McCormack,,,Yes,,,,,,,,
-Boston Teachers Union K-8 Pilot,,,Yes,,,,,,,,
-Channing Elementary,,,Yes,,,,,,,,
-Charlestown High,,,Yes,,,,,,,,
-Chittick Elementary,,,Yes,,,,,,,,
-Community Academy of Science and Health,,,Yes,,,,,,,,
-Condon K-8,,,Yes,,,,,,,,
-Curley K-8,,,Yes,,,,,,,,
-Fenway High,,,Yes,,,,,,,,
-Haley Pilot K-8,,,Yes,,,,,,,,
-Harvard/Kent Elementary,,,Yes,,,,,,,,
-Higginson Inclusion K0-2 School,,,Yes,,,,,,,,
-Higginson/Lewis K-8,,,Yes,,,,,,,,
-Holland School of Technology,,,Yes,,,,,,,,
-Holmes Elementary,,,Yes,,,,,,,,
-Kilmer K-8 School (K-3),,,Yes,,,,,,,,
-Kilmer K-8 School (4-8),,,Yes,,,,,,,,
-King Elementary,,,Yes,,,,,,,,
-Lee Academy,,,Yes,,,,,,,,
-Lee K-8,,,Yes,,,,,,,,
-Mattahunt Elementary,,,Yes,,,,,,,,
-Mildred Avenue K-8,,,Yes,,,,,,,,
-Murphy K-8,,,Yes,,,,,,,,
-New Mission High,,,Yes,,,,,,,,
-Orchard Gardens K-8,,,Yes,,,,,,,,
-Perkins Elementary,,,Yes,,,,,,,,
-Perry Elementary,,,Yes,,,,,,,,
-Tobin K-8,,,Yes,,,,,,,,
-Trotter Elementary,,,Yes,,,,,,,,
-Tynan Elementary,,,Yes,,,,,,,,
-Umana K-8,,,Yes,,,,,,,,
-Warren/Prescott K-8,,,Yes,,,,,,,,
-Winthrop Elementary,,,Yes,,,,,,,,
-Another Course to College,,,,Yes,,,,,,,
-Beethoven Elementary,,,,Yes,,,,,,,
-Boston Community Leadership Academy-McCormack,,,,Yes,,,,,,,
-Brighton High,,,,Yes,,,,,,,
-Edison Elementary,,,,Yes,,,,,,,
-Ellis Elementary,,,,Yes,,,,,,,
-Excel High,,,,Yes,,,,,,,
-Greenwood K-8,,,,Yes,,,,,,,
-Harvard/Kent Elementary,,,,Yes,,,,,,,
-Murphy K-8,,,,Yes,,,,,,,
-Ohrenberger,,,,Yes,,,,,,,
-TechBoston Academy 7-12,,,,Yes,,,,,,,
-Young Achievers K-8,,,,Yes,,,,,,,
-East Boston High,,,,,Yes,,,,,,
-English High,,,,,Yes,,,,,,
-Snowden International High,,,,,Yes,,,,,,
-Boston Community Leadership Academy-McCormack Lower,,,,,,Yes,,,,,
-Brighton High,,,,,,Yes,,,,,
-Charlestown High,,,,,,Yes,,,,,
-Community Academy of Science and Health,,,,,,Yes,,,,,
-Curley K-8,,,,,,Yes,,,,,
-East Boston High,,,,,,Yes,,,,,
-Excel High,,,,,,Yes,,,,,
-Lyndon K-8,,,,,,Yes,,,,,
-Mildred Avenue K-8,,,,,,Yes,,,,,
-Up Academy Holland,,,,,,Yes,,,,,
-Brighton High,,,,,,,Yes,,,,
-Charlestown High,,,,,,,Yes,,,,
-Community Academy of Science and Health,,,,,,,Yes,,,,
-Conley Elementary,,,,,,,Yes,,,,
-East Boston High,,,,,,,Yes,,,,
-Frederick Pilot Middle School,,,,,,,Yes,,,,
-Mildred Avenue K-8,,,,,,,Yes,,,,
-Perry Elementary,,,,,,,Yes,,,,
-Quincy Upper School,,,,,,,Yes,,,,
-Taylor Elementary,,,,,,,Yes,,,,
-Umana K-8,,,,,,,Yes,,,,
-Blackstone Elementary,,,,,,,,Yes,,,
-Charlestown High,,,,,,,,Yes,,,
-Condon K-8 (severe multiple disabilities),,,,,,,,Yes,,,
-English High,,,,,,,,Yes,,,
-Frederick Pilot Middle,,,,,,,,Yes,,,
-Murphy K-8,,,,,,,,Yes,,,
-Quincy Elementary,,,,,,,,Yes,,,
-Brighton High,,,,,,,,,Yes,,
-Charlestown High,,,,,,,,,Yes,,
-Community Academy of Science and Health,,,,,,,,,Yes,,
-Condon K-8,,,,,,,,,Yes,,
-East Boston High School,,,,,,,,,Yes,,
-Eliot K-8 Innovation School - Intermediate,,,,,,,,,Yes,,
-Eliot K-8 Innovation School - Upper,,,,,,,,,Yes,,
-English High,,,,,,,,,Yes,,
-Excel High,,,,,,,,,Yes,,
-Fenway High,,,,,,,,,Yes,,
-Frederick Pilot Middle,,,,,,,,,Yes,,
-Guild Elementary,,,,,,,,,Yes,,
-Hennigan K-8,,,,,,,,,Yes,,
-Kenny Elementary,,,,,,,,,Yes,,
-Mather Elementary,,,,,,,,,Yes,,
-New Mission High,,,,,,,,,Yes,,
-Quincy Elementary,,,,,,,,,Yes,,
-Quincy Upper School,,,,,,,,,Yes,,
-Snowden International High,,,,,,,,,Yes,,
-Sumner Elementary,,,,,,,,,Yes,,
-TechBoston Academy 6-12,,,,,,,,,Yes,,
-Carter High,,,,,,,,,,Yes,
-Horace Mann School for the Deaf & Hard of Hearing,,,,,,,,,,Yes,
-Mel H King Elementary,,,,,,,,,,Yes,
-Mel H King Middle,,,,,,,,,,Yes,
-Mel H King Prep High School,,,,,,,,,,Yes,
-Mel H King South End Academy,,,,,,,,,,Yes,
-Boston Arts Academy,,,,,,,,,,,Yes
-Boston Day and Evening Academy (in-district charter),,,,,,,,,,,Yes
-Boston Green Academy (in-district charter),,,,,,,,,,,Yes
-Boston Latin Academy,,,,,,,,,,,Yes
-Boston Latin School,,,,,,,,,,,Yes
-Dudley Street Neighborhood School (in-district charter),,,,,,,,,,,Yes
-Edward M Kennedy Health Careers Academy 9-10 (in-district charter),,,,,,,,,,,Yes
-Edward M Kennedy Health Careers Academy 11-12 (in-district charter),,,,,,,,,,,Yes
-Madison Park Vocational and Technical High School,,,,,,,,,,,Yes
-O’Bryant School of Math & Science,,,,,,,,,,,Yes
-UP Academy Boston (in-district charter),,,,,,,,,,,Yes
+ (K0-6 SY25-26)",Yes,,,,,,,,,,
+Harvard/Kent Elementary,Yes,,,,,,,,,,
+Haynes Early Education Center,Yes,,,,,,,,,,
+Henderson K-12 Inclusion School Lower,Yes,,,,,,,,,,
+Henderson K-12 Inclusion School Upper,Yes,,,,,,,,,,
+Hennigan K-8 School,Yes,,,,,,,,,,
+Higginson Inclusion K0-2 School,Yes,,,,,,,,,,
+Higginson/Lewis K-8,Yes,,,,,,,,,,
+Holland School of Technology,Yes,,,,,,,,,,
+Holmes Elementary,Yes,,,,,,,,,,
+Kennedy Patrick J. Elementary,Yes,,,,,,,,,,
+Kenny Elementary,Yes,,,,,,,,,,
+Kilmer K-8 School (K-3),Yes,,,,,,,,,,
+Kilmer K-8 School (4-8),Yes,,,,,,,,,,
+King Elementary,Yes,,,,,,,,,,
+Lee Academy,Yes,,,,,,,,,,
+Lee K-8 School,Yes,,,,,,,,,,
+Lyon K-8 School,Yes,,,,,,,,,,
+Lyon High School,Yes,,,,,,,,,,
+Manning Elementary,Yes,,,,,,,,,,
+Mason Elementary,Yes,,,,,,,,,,
+Mattahunt Elementary School,Yes,,,,,,,,,,
+McKay K-8 School,Yes,,,,,,,,,,
+Mendell Elementary,Yes,,,,,,,,,,
+Mildred Avenue K-8 School,Yes,,,,,,,,,,
+Mozart Elementary,Yes,,,,,,,,,,
+Murphy K-8 School,Yes,,,,,,,,,,
+Ohrenberger School,Yes,,,,,,,,,,
+Quincy Elementary,Yes,,,,,,,,,,
+Quincy Upper School,Yes,,,,,,,,,,
+Roosevelt K-8 School (K1-1),Yes,,,,,,,,,,
+Roosevelt K-8 School (2-8),Yes,,,,,,,,,,
+Sumner Elementary,Yes,,,,,,,,,,
+Taylor Elementary,Yes,,,,,,,,,,
+TechBoston Academy 7-12,Yes,,,,,,,,,,
+West Zone Early Learning Center,Yes,,,,,,,,,,
+Young Achievers K-8 School,Yes,,,,,,,,,,
+Blackstone Elementary,,Yes,,,,,,,,,
+Channing Elementary,,Yes,,,,,,,,,
+Condon K-8,,Yes,,,,,,,,,
+Conley Elementary,,Yes,,,,,,,,,
+Grew Elementary,,Yes,,,,,,,,,
+Harvard/Kent Elementary,,Yes,,,,,,,,,
+Haynes Early Education Center,,Yes,,,,,,,,,
+Hurley K-8,,Yes,,,,,,,,,
+"Kennedy, JF Elementary",,Yes,,,,,,,,,
+"Kennedy, PJ Elementary",,Yes,,,,,,,,,
+Kenny Elementary,,Yes,,,,,,,,,
+King Elementary,,Yes,,,,,,,,,
+Lyndon K-8,,Yes,,,,,,,,,
+Mattahunt Elementary,,Yes,,,,,,,,,
+Perry K-8,,Yes,,,,,,,,,
+Quincy Elementary,,Yes,,,,,,,,,
+Russell Elementary,,Yes,,,,,,,,,
+Shaw Elementary,,Yes,,,,,,,,,
+Tobin K-8,,Yes,,,,,,,,,
+Trotter Elementary,,Yes,,,,,,,,,
+Winship Elementary,,Yes,,,,,,,,,
+Adams Elementary,,,Yes,,,,,,,,
+Boston Community Leadership Academy-McCormack,,,Yes,,,,,,,,
+Boston Teachers Union K-8 Pilot,,,Yes,,,,,,,,
+Channing Elementary,,,Yes,,,,,,,,
+Charlestown High,,,Yes,,,,,,,,
+Chittick Elementary,,,Yes,,,,,,,,
+Community Academy of Science and Health,,,Yes,,,,,,,,
+Condon K-8,,,Yes,,,,,,,,
+Curley K-8,,,Yes,,,,,,,,
+Fenway High,,,Yes,,,,,,,,
+Haley Pilot K-8,,,Yes,,,,,,,,
+Harvard/Kent Elementary,,,Yes,,,,,,,,
+Higginson Inclusion K0-2 School,,,Yes,,,,,,,,
+Higginson/Lewis K-8,,,Yes,,,,,,,,
+Holland School of Technology,,,Yes,,,,,,,,
+Holmes Elementary,,,Yes,,,,,,,,
+Kilmer K-8 School (K-3),,,Yes,,,,,,,,
+Kilmer K-8 School (4-8),,,Yes,,,,,,,,
+King Elementary,,,Yes,,,,,,,,
+Lee Academy,,,Yes,,,,,,,,
+Lee K-8,,,Yes,,,,,,,,
+Mattahunt Elementary,,,Yes,,,,,,,,
+Mildred Avenue K-8,,,Yes,,,,,,,,
+Murphy K-8,,,Yes,,,,,,,,
+New Mission High,,,Yes,,,,,,,,
+Orchard Gardens K-8,,,Yes,,,,,,,,
+Perkins Elementary,,,Yes,,,,,,,,
+Perry Elementary,,,Yes,,,,,,,,
+Tobin K-8,,,Yes,,,,,,,,
+Trotter Elementary,,,Yes,,,,,,,,
+Tynan Elementary,,,Yes,,,,,,,,
+Umana K-8,,,Yes,,,,,,,,
+Warren/Prescott K-8,,,Yes,,,,,,,,
+Winthrop Elementary,,,Yes,,,,,,,,
+Another Course to College,,,,Yes,,,,,,,
+Beethoven Elementary,,,,Yes,,,,,,,
+Boston Community Leadership Academy-McCormack,,,,Yes,,,,,,,
+Brighton High,,,,Yes,,,,,,,
+Edison Elementary,,,,Yes,,,,,,,
+Ellis Elementary,,,,Yes,,,,,,,
+Excel High,,,,Yes,,,,,,,
+Greenwood K-8,,,,Yes,,,,,,,
+Harvard/Kent Elementary,,,,Yes,,,,,,,
+Murphy K-8,,,,Yes,,,,,,,
+Ohrenberger,,,,Yes,,,,,,,
+TechBoston Academy 7-12,,,,Yes,,,,,,,
+Young Achievers K-8,,,,Yes,,,,,,,
+East Boston High,,,,,Yes,,,,,,
+English High,,,,,Yes,,,,,,
+Snowden International High,,,,,Yes,,,,,,
+Boston Community Leadership Academy-McCormack Lower,,,,,,Yes,,,,,
+Brighton High,,,,,,Yes,,,,,
+Charlestown High,,,,,,Yes,,,,,
+Community Academy of Science and Health,,,,,,Yes,,,,,
+Curley K-8,,,,,,Yes,,,,,
+East Boston High,,,,,,Yes,,,,,
+Excel High,,,,,,Yes,,,,,
+Lyndon K-8,,,,,,Yes,,,,,
+Mildred Avenue K-8,,,,,,Yes,,,,,
+Up Academy Holland,,,,,,Yes,,,,,
+Brighton High,,,,,,,Yes,,,,
+Charlestown High,,,,,,,Yes,,,,
+Community Academy of Science and Health,,,,,,,Yes,,,,
+Conley Elementary,,,,,,,Yes,,,,
+East Boston High,,,,,,,Yes,,,,
+Frederick Pilot Middle School,,,,,,,Yes,,,,
+Mildred Avenue K-8,,,,,,,Yes,,,,
+Perry Elementary,,,,,,,Yes,,,,
+Quincy Upper School,,,,,,,Yes,,,,
+Taylor Elementary,,,,,,,Yes,,,,
+Umana K-8,,,,,,,Yes,,,,
+Blackstone Elementary,,,,,,,,Yes,,,
+Charlestown High,,,,,,,,Yes,,,
+Condon K-8 (severe multiple disabilities),,,,,,,,Yes,,,
+English High,,,,,,,,Yes,,,
+Frederick Pilot Middle,,,,,,,,Yes,,,
+Murphy K-8,,,,,,,,Yes,,,
+Quincy Elementary,,,,,,,,Yes,,,
+Brighton High,,,,,,,,,Yes,,
+Charlestown High,,,,,,,,,Yes,,
+Community Academy of Science and Health,,,,,,,,,Yes,,
+Condon K-8,,,,,,,,,Yes,,
+East Boston High School,,,,,,,,,Yes,,
+Eliot K-8 Innovation School - Intermediate,,,,,,,,,Yes,,
+Eliot K-8 Innovation School - Upper,,,,,,,,,Yes,,
+English High,,,,,,,,,Yes,,
+Excel High,,,,,,,,,Yes,,
+Fenway High,,,,,,,,,Yes,,
+Frederick Pilot Middle,,,,,,,,,Yes,,
+Guild Elementary,,,,,,,,,Yes,,
+Hennigan K-8,,,,,,,,,Yes,,
+Kenny Elementary,,,,,,,,,Yes,,
+Mather Elementary,,,,,,,,,Yes,,
+New Mission High,,,,,,,,,Yes,,
+Quincy Elementary,,,,,,,,,Yes,,
+Quincy Upper School,,,,,,,,,Yes,,
+Snowden International High,,,,,,,,,Yes,,
+Sumner Elementary,,,,,,,,,Yes,,
+TechBoston Academy 6-12,,,,,,,,,Yes,,
+Carter High,,,,,,,,,,Yes,
+Horace Mann School for the Deaf & Hard of Hearing,,,,,,,,,,Yes,
+Mel H King Elementary,,,,,,,,,,Yes,
+Mel H King Middle,,,,,,,,,,Yes,
+Mel H King Prep High School,,,,,,,,,,Yes,
+Mel H King South End Academy,,,,,,,,,,Yes,
+Boston Arts Academy,,,,,,,,,,,Yes
+Boston Day and Evening Academy (in-district charter),,,,,,,,,,,Yes
+Boston Green Academy (in-district charter),,,,,,,,,,,Yes
+Boston Latin Academy,,,,,,,,,,,Yes
+Boston Latin School,,,,,,,,,,,Yes
+Dudley Street Neighborhood School (in-district charter),,,,,,,,,,,Yes
+Edward M Kennedy Health Careers Academy 9-10 (in-district charter),,,,,,,,,,,Yes
+Edward M Kennedy Health Careers Academy 11-12 (in-district charter),,,,,,,,,,,Yes
+Madison Park Vocational and Technical High School,,,,,,,,,,,Yes
+O’Bryant School of Math & Science,,,,,,,,,,,Yes
+UP Academy Boston (in-district charter),,,,,,,,,,,Yes
 UP Academy Dorchester (in-district charter),,,,,,,,,,,Yes

src/chat.py

@@ -1,5 +1,6 @@
 from huggingface_hub import InferenceClient
 from config import BASE_MODEL, MY_MODEL, HF_TOKEN
+import pandas as pd
 
 class SchoolChatbot:
     """
@@ -10,12 +11,14 @@ class SchoolChatbot:
         response = chatbot.get_response("What schools offer Spanish programs?")
     """
 
-    def __init__(self):
+    def __init__(self, school_csv='BPS.csv', programs_csv='BPS-special-programs.csv'):
         """
         Initialize the chatbot with a HF model ID
         """
         model_id = MY_MODEL if MY_MODEL else BASE_MODEL # define MY_MODEL in config.py if you create a new model in the HuggingFace Hub
         self.client = InferenceClient(model=model_id, token=HF_TOKEN)
+        self.school_csv = school_csv
+        self.programs_csv = programs_csv
 
     @staticmethod
     def load_age_cutoffs(filepath='age_cutoffs_2025.txt'):
@@ -25,6 +28,56 @@ class SchoolChatbot:
         except FileNotFoundError:
             return "# AGE_CUTOFFS\n<Error: age cutoff file not found>"
         
+    @staticmethod
+    def format_school_data(
+        school_csv='BPS.csv',
+        programs_csv='BPS-special-programs.csv',
+        max_schools=None
+    ):
+        """
+        Merges main school data with special program indicators and formats it for in-context prompting.
+
+        Args:
+            school_csv (str): Path to the main school data CSV.
+            programs_csv (str): Path to the special programs CSV.
+            max_schools (int or None): Max number of schools to include.
+
+        Returns:
+            str: Formatted string for # SCHOOL_DATA section.
+        """
+        try:
+            # Load both datasets
+            schools_df = pd.read_csv(school_csv)
+            programs_df = pd.read_csv(programs_csv)
+
+            # Merge on School Name (ensure consistency in casing/whitespace if needed)
+            merged_df = pd.merge(schools_df, programs_df, on="School Name", how="left")
+
+            # Optionally limit number of rows
+            if max_schools:
+                merged_df = merged_df.head(max_schools)
+
+            school_lines = []
+            for _, row in merged_df.iterrows():
+                # Collect all programs marked "Yes"
+                programs_offered = [col for col in programs_df.columns[1:] if row.get(col, "") == "Yes"]
+                programs_str = ", ".join(programs_offered) if programs_offered else "None"
+
+                school_lines.append(
+                    f'- "{row["School Name"]}":\n'
+                    f'    Address: {row["Address"]}\n'
+                    f'    Grades: {row["Grades Served"]}\n'
+                    f'    Type: {row["School Type"]}\n'
+                    f'    Contact: {row["Email Address"]}, {row["Phone Number"]}\n'
+                    f'    Programs: {programs_str}'
+                )
+
+            return "# SCHOOL_DATA\n" + "\n".join(school_lines)
+
+        except Exception as e:
+            return f"# SCHOOL_DATA\n<Error loading or merging data: {e}>"
+
+        
     def format_prompt(self, user_input):
         """
         TODO: Implement this method to format the user's input into a proper prompt.
@@ -61,7 +114,11 @@ class SchoolChatbot:
         - Grades 9–12: MBTA pass provided
         """
 
-        # school_data_section = "# SCHOOL_DATA\n<insert detailed school data here>\n"
+        school_data_section = SchoolChatbot.format_school_data(
+            school_csv=self.school_csv,
+            programs_csv=self.programs_csv,
+            max_schools=30
+        )
 
         examples_section = """# EXAMPLES
             User: My child is turning 5 on August 15 and we live in 02124. What grade can they enter, and what schools are available?
@@ -79,7 +136,7 @@ class SchoolChatbot:
             f"<|system|>\n{system_message}\n"
             f"{age_cutoffs_section}\n"
             f"{transportation_section}\n"
-            # f"{school_data_section}\n"
+            f"{school_data_section}\n"
             f"{examples_section}\n"
             f"<|user|>\n{user_input}\n<|assistant|>\n"
         )