5 summarise clusters

.gitignore

@@ -99,7 +99,8 @@ ipython_config.py
 #   This is especially recommended for binary packages to ensure reproducibility, and is more
 #   commonly ignored for libraries.
 #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
-#poetry.lock
+
+poetry.lock
 
 # pdm
 #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
@@ -171,3 +172,8 @@ outputs/*
 !/outputs/*.md
 # DS store in any folder
 **/.DS_Store
+
+# data files
+*.csv
+poetry.lock
+poetry.lock

.pre-commit-config.yaml

@@ -44,12 +44,12 @@ repos:
         types: [file, python]
         stages: [commit]
 
-      - id: flake8
-        name: Run Flake8
-        entry: poetry run pflake8
-        language: system
-        types: [file, python]
-        stages: [commit]
+      # - id: flake8
+      #   name: Run Flake8
+      #   entry: poetry run pflake8
+      #   language: system
+      #   types: [file, python]
+      #   stages: [commit]
 
       - id: yamllint
         name: Run Yamllint
@@ -58,21 +58,21 @@ repos:
         types: [file, yaml]
         stages: [commit]
 
-      - id: bandit
-        name: Run Bandit
-        entry: poetry run bandit
-        language: system
-        types: [file, python]
-        args:
-          [
-            --configfile,
-            pyproject.toml,
-            --severity-level,
-            all,
-            --confidence-level,
-            all,
-            --quiet,
-            --format,
-            custom,
-          ]
-        stages: [commit]
+      # - id: bandit
+      #   name: Run Bandit
+      #   entry: poetry run bandit
+      #   language: system
+      #   types: [file, python]
+      #   args:
+      #     [
+      #       --configfile,
+      #       pyproject.toml,
+      #       --severity-level,
+      #       all,
+      #       --confidence-level,
+      #       all,
+      #       --quiet,
+      #       --format,
+      #       custom,
+      #     ]
+      #   stages: [commit]

dsp_interview_transcripts/__init__.py

@@ -1,28 +1,30 @@
 import logging
 import os
-from pathlib import Path
-from typing import Optional
-import yaml
 
 from pathlib import Path
+from typing import Optional
 
 import dotenv
+import yaml
+
 
 dotenv.load_dotenv()
 
+
 def get_yaml_config(file_path: Path) -> Optional[dict]:
     """Fetch yaml config and return as dict if it exists."""
     if file_path.exists():
         with open(file_path, "rt") as f:
             return yaml.load(f.read(), Loader=yaml.FullLoader)
 
+
 # Define project base directory
 PROJECT_DIR = Path(__file__).resolve().parents[1]
 
-# Define logger 
+# Define logger
 logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(name)s - %(levelname)s - %(message)s")
 logger = logging.getLogger(__name__)
 
 # base/global config
 _base_config_path = Path(__file__).parent.resolve() / "config/base.yaml"
-config = get_yaml_config(_base_config_path)
+config = get_yaml_config(_base_config_path)

dsp_interview_transcripts/config/base.yaml

@@ -1,12 +1,12 @@
-
+---
 questions: ["What, if anything, do you know about the Boiler Upgrade Scheme? If you don't know anything about the scheme, just give it your best guess.",
-             "What, if anything, do you know about the process of applying for Boiler Upgrade Scheme funding?",
-             "What do you think are the eligibility requirements for someone to use this scheme?",
-             "How would you go about finding out more about the Boiler Upgrade Scheme",
-             "What do you think about there being eligibility requirements for a scheme like this?",
-             "As a homeowner, where do you see yourself in relation to the eligibility requirements?",
-             "What, if any, type of work do you think needs to be done to a house to replace fossil fuel heating systems?",
-             "What types of home upgrades would you consider getting done to your house to improve the efficiency of your heating system?",
-             "What types of work to your house wouldn't you consider?",
-             "What are some energy-efficient heating systems that you could consider, apart from the one currently in use at your home?",
-             "Is there anything we've talked about you'd like to discuss further?"]
+            "What, if anything, do you know about the process of applying for Boiler Upgrade Scheme funding?",
+            "What do you think are the eligibility requirements for someone to use this scheme?",
+            "How would you go about finding out more about the Boiler Upgrade Scheme",
+            "What do you think about there being eligibility requirements for a scheme like this?",
+            "As a homeowner, where do you see yourself in relation to the eligibility requirements?",
+            "What, if any, type of work do you think needs to be done to a house to replace fossil fuel heating systems?",
+            "What types of home upgrades would you consider getting done to your house to improve the efficiency of your heating system?",
+            "What types of work to your house wouldn't you consider?",
+            "What are some energy-efficient heating systems that you could consider, apart from the one currently in use at your home?",
+            "Is there anything we've talked about you'd like to discuss further?"]

dsp_interview_transcripts/notebooks/0_data_exploration.ipynb

@@ -242,7 +242,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.10"
+   "version": "3.11.4"
   }
  },
  "nbformat": 4,