Adding custom institutions pipelines and data for HowardU and HBCUs

.gitignore

@@ -1,3 +1,7 @@
+yarn.lock
+node_modules/
+bkp/
+
 # Ignore python related files (cache, virtual environment, etc.)
 *.pyc
 *.pyo

collabnext/custom.py

@@ -0,0 +1,37 @@
+
+from pyalex import Institutions, Institution
+import pandas as pd
+import json
+
+def get_institutions_howardu() -> list[Institution]:
+    return Institutions().filter(openalex="I137853757").get()
+
+def get_institutions_hbcus(dataloadtype) -> list[Institution]:
+    institutions_hbcus = []
+
+    if dataloadtype == "local":
+        try:
+            institutions_hbcus = json.load(open("data/institutions_hbcus.json"))
+        except Exception as e:
+            print("Error loading HBCUs JSON data:", e)
+
+    if dataloadtype == "api" or len(institutions_hbcus) == 0:
+        try:
+            # Read list of HBCUs Names from Eligibility Data
+            inst_df = pd.read_csv("data/institutions_hbcus.csv")
+            inst_df["query"] = inst_df["name"].str.lower()
+            inst_df["query"] = inst_df["query"].str.replace(" &", "")
+
+            # Run API search for HBCUs and add filtered results
+            for query in inst_df["query"].tolist():
+                institutions_query = Institutions().filter(display_name={"search": query}).get()
+
+                for inst in institutions_query:
+                    hbcu_inst_ids = [x["id"] for x in institutions_hbcus]
+                    if (inst["display_name"] in inst_df["name"].tolist()) and (inst["id"] not in hbcu_inst_ids):
+                        print("Adding institution:", inst["display_name"])
+                        institutions_hbcus.append(inst)          
+        except Exception as e:
+            print("Error reading HBCUs names from CSV and fetching API data:", e)
+
+    return institutions_hbcus

collabnext/openalex/institutions.py

@@ -2,5 +2,5 @@
 
 
 def get_institutions() -> list[Institution]:
-    # Get 3 random institutions for now
+    # Get 5 random institutions for now
     return [Institutions().random() for _ in range(5)]

collabnext/settings.py

@@ -0,0 +1,5 @@
+
+DATA_LOAD_TYPE = "local"
+# DATA_LOAD_TYPE = "api"
+INSTITUTION_FILTER = "howardu"
+# INSTITUTION_FILTER = "hbcus"

data/institutions_hbcus.csv

@@ -0,0 +1,102 @@
+name
+Alabama A & M University
+Alabama State University
+Albany State University
+Alcorn State University
+Allen University
+American Baptist College
+Arkansas Baptist College
+Benedict College
+Bennett College
+Bethune-Cookman University
+Bishop State Community College
+Bluefield State College
+Bowie State University
+Central State University
+Charles R Drew University of Medicine and Science
+Cheyney University of Pennsylvania
+Claflin University
+Clark Atlanta University
+Clinton College
+Coahoma Community College
+Coppin State University
+Delaware State University
+Denmark Technical College
+Dillard University
+Edward Waters College
+Elizabeth City State University
+Fayetteville State University
+Fisk University
+Florida Agricultural and Mechanical University
+Florida Memorial University
+Fort Valley State University
+Gadsden State Community College
+Grambling State University
+H Councill Trenholm State Community College
+Hampton University
+Harris-Stowe State University
+Hinds Community College
+Howard University
+Huston-Tillotson University
+J. F. Drake State Community and Technical College
+Jackson State University
+Jarvis Christian College
+Johnson C Smith University
+Kentucky State University
+Lane College
+Langston University
+Lawson State Community College
+Le Moyne-Owen College
+Lincoln University
+Lincoln University
+Livingstone College
+Meharry Medical College
+Miles College
+Mississippi Valley State University
+Morehouse College
+Morehouse School of Medicine
+Morgan State University
+Morris Brown College
+Morris College
+Norfolk State University
+North Carolina A & T State University
+North Carolina Central University
+Oakwood University
+Paine College
+Paul Quinn College
+Philander Smith College
+Prairie View A & M University
+Rust College
+Saint Augustine's University
+Savannah State University
+Shaw University
+Shelton State Community College
+Shorter College
+Simmons College of Kentucky
+South Carolina State University
+Southern University and A & M College
+Southern University at New Orleans
+Southern University at Shreveport
+Southwestern Christian College
+Spelman College
+St Philip's College
+Stillman College
+Talladega College
+Tennessee State University
+Texas College
+Texas Southern University
+Tougaloo College
+Tuskegee University
+University of Arkansas at Pine Bluff
+University of Maryland Eastern Shore
+University of the District of Columbia
+University of the Virgin Islands
+Virginia State University
+Virginia Union University
+Virginia University of Lynchburg
+Voorhees College
+West Virginia State University
+Wilberforce University
+Wiley College
+Winston-Salem State University
+Xavier University of Louisiana

observable/docs/data/graph.sqlite.py

@@ -23,8 +23,20 @@
 from collabnext.openalex.topics import get_work_topics
 from collabnext.openalex.works import get_works_by_authors
 
+from collabnext import settings, custom
+
 # Get institutions
-institutions = get_institutions()
+institutions = []
+try:
+    if settings.INSTITUTION_FILTER == "howardu":
+        institutions = custom.get_institutions_howardu()
+    elif settings.INSTITUTION_FILTER == "hbcus":
+        institutions = custom.get_institutions_hbcus(settings.DATA_LOAD_TYPE)
+except Exception as e:
+    print("\nError getting custom institutions:", e, "\n")
+
+if institutions is None or len(institutions) == 0:
+    institutions = get_institutions()
 
 # Create nodes
 institution_nodes = make_institution_nodes(institutions)

requirements.txt

@@ -0,0 +1,5 @@
+invoke
+pyalex
+python-dotenv
+poetry
+pandas