diff --git a/majority-vote/.gitignore b/majority-vote/.gitignore
new file mode 100644
index 0000000..3b72af0
--- /dev/null
+++ b/majority-vote/.gitignore
@@ -0,0 +1,2 @@
+.env
+__pycache__
diff --git a/majority-vote/README.md b/majority-vote/README.md
new file mode 100644
index 0000000..4bc4281
--- /dev/null
+++ b/majority-vote/README.md
@@ -0,0 +1,34 @@
+# Answer by Majority Vote
+
+The intention of this app is that for our collective answer to each question, we each run our individual answer and choose the one that has a majority.
+
+## Setup
+
+Create a `.env` file containing an OpenAI API key. Example:
+
+```
+OPENAI_API_KEY=sk-proj-thisisafakeapikey
+```
+
+Install requirements.
+```
+pip install -r requirements.txt
+```
+
+## Adding your solution
+
+Make a python package like `sample`. It should have a function
+like this:
+
+```
+def answer_question(question, schema):
+   ...
+```
+
+Include this function in the list `answer_functions` in `__main__.py`.
+
+## Running it
+
+```
+python -m majority_vote
+```
diff --git a/majority-vote/majority_vote/__init__.py b/majority-vote/majority_vote/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/majority-vote/majority_vote/__main__.py b/majority-vote/majority_vote/__main__.py
new file mode 100644
index 0000000..cb12da2
--- /dev/null
+++ b/majority-vote/majority_vote/__main__.py
@@ -0,0 +1,64 @@
+import json
+import random
+from collections import Counter
+from typing import Callable, Optional
+
+import sample
+
+from dotenv import load_dotenv
+
+
+def majorities(items):
+    # Count occurrences of each item
+    counts = Counter(items)
+
+    # Find the maximum occurrence
+    max_count = max(counts.values())
+
+    # Extract items that have the maximum occurrence
+    result = [item for item, count in counts.items() if count == max_count]
+
+    return result
+
+
+def majority_vote(items):
+    not_none_items = [item for item in items if item is not None]
+    # Only return None if all items are None.
+    if len(not_none_items) == 0:
+        return None
+    else:
+        result = majorities(items)
+        # If there's a tie, return a random item from those that are tied.
+        return random.choice(result)
+
+load_dotenv()
+
+AnswerFunction = Callable[[str, str], Optional[str]]
+
+# TODO: Remove the sample answer_question function; add real functions.
+answer_functions = [ sample.answer_question ]
+
+results = []
+
+with open('questions.json', 'r') as json_file:
+    items = json.load(json_file)
+
+    for item in items:
+        question = item["question"]
+        print(f"Processing question: {question}")
+
+        answers = [ answer_question(question, item["schema"]) for answer_question in answer_functions ]
+        print(f"All answers: {answers}")
+
+        answer = majority_vote(answers)
+        print(f"Chosen answer: {answer}")
+        print()
+
+        results.append({
+            "question": question,
+            "schema": item["schema"],
+            "answer": "n/a" if answer is None else answer
+        })
+
+with open('results.json', 'w') as json_file:
+    json.dump(results, json_file, indent=4)
\ No newline at end of file
diff --git a/majority-vote/questions.json b/majority-vote/questions.json
new file mode 100644
index 0000000..944b5ef
--- /dev/null
+++ b/majority-vote/questions.json
@@ -0,0 +1,202 @@
+[
+  {
+    "question": "How much did \"Accuray Incorporated\" spend on risk management in Q2 2022?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the CEO in the company \"Zegona Communications plc\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Global Medical REIT Inc.\" have a greater Debt-to-Equity ratio than \"Zegona Communications plc\" in Q2 2021?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"Accuray Incorporated\" have in the end of fiscal year 2021?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Sandwell Aquatics Centre\" spend on R&D in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the CFO in the company \"EMT\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Calyxt, Inc.\" have a greater Return on Assets (ROA) than \"Global Medical REIT Inc.\" in Q2 2023?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"OTC_UNCIF\" have in the end of fiscal year 2022?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Accuray Incorporated\" spend on customer acquisition in Q2 2021?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the CEO in the company \"Accuray Incorporated\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Comet Holding AG\" have a greater Operating Margin than \"Ethernity Networks Ltd\" in Q2 2022?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2022?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Ethernity Networks Ltd\" spend on R&D in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the COO in the company \"Sandwell Aquatics Centre\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Calyxt, Inc.\" have a greater market capitalization than \"NICE\" in Q2 2022?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"Renishaw plc\" have in the end of fiscal year 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"TD SYNNEX\" spend on R&D in Q2 2022?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the CFO in the company \"TD SYNNEX\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Eurocell PLC\" have a greater Return on Equity (ROE) than \"Strike Energy Limited\" in Q2 2022?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"OTC_UNCIF\" have in the end of fiscal year 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"EMT\" spend on customer acquisition in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the Board Chairman in the company \"Motus GI Holdings, Inc.\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Calyxt, Inc.\" have a greater Operating Margin than \"Banque Cantonale Vaudoise\" in Q2 2023?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"EMT\" have in the end of fiscal year 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Ethernity Networks Ltd\" spend on customer acquisition in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the CFO in the company \"Ethernity Networks Ltd\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Canadian Banc Corp.\" have a greater Return on Assets (ROA) than \"VENUS METALS CORPORATION LIMITED\" in Q2 2021?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Motus GI Holdings, Inc.\" spend on sustainability initiatives in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the Board Chairman in the company \"Renishaw plc\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Canadian Banc Corp.\" have a greater Gross Profit Margin than \"Motus GI Holdings, Inc.\" in Q2 2022?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2021?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Renishaw plc\" spend on risk management in Q2 2022?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the Board Chairman in the company \"TD SYNNEX\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Banque Cantonale Vaudoise\" have a greater Operating Margin than \"Zegona Communications plc\" in Q2 2021?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"Strike Energy Limited\" have in the end of fiscal year 2021?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "How much did \"Ethernity Networks Ltd\" spend on customer acquisition in Q2 2023?",
+    "schema": "number",
+    "answer": null
+  },
+  {
+    "question": "Who is the Chief Legal Officer in the company \"Nykredit\"?",
+    "schema": "name",
+    "answer": null
+  },
+  {
+    "question": "Did \"Comet Holding AG\" have a greater Operating Margin than \"Calyxt, Inc.\" in Q2 2021?",
+    "schema": "boolean",
+    "answer": null
+  },
+  {
+    "question": "How many stores did \"EMT\" have in the end of fiscal year 2022?",
+    "schema": "number",
+    "answer": null
+  }
+]
\ No newline at end of file
diff --git a/majority-vote/requirements.txt b/majority-vote/requirements.txt
new file mode 100644
index 0000000..2035bca
--- /dev/null
+++ b/majority-vote/requirements.txt
@@ -0,0 +1 @@
+python_dotenv==1.0.1
diff --git a/majority-vote/results.json b/majority-vote/results.json
new file mode 100644
index 0000000..1ad4e00
--- /dev/null
+++ b/majority-vote/results.json
@@ -0,0 +1,202 @@
+[
+    {
+        "question": "How much did \"Accuray Incorporated\" spend on risk management in Q2 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the CEO in the company \"Zegona Communications plc\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Global Medical REIT Inc.\" have a greater Debt-to-Equity ratio than \"Zegona Communications plc\" in Q2 2021?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"Accuray Incorporated\" have in the end of fiscal year 2021?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Sandwell Aquatics Centre\" spend on R&D in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the CFO in the company \"EMT\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Calyxt, Inc.\" have a greater Return on Assets (ROA) than \"Global Medical REIT Inc.\" in Q2 2023?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"OTC_UNCIF\" have in the end of fiscal year 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Accuray Incorporated\" spend on customer acquisition in Q2 2021?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the CEO in the company \"Accuray Incorporated\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Comet Holding AG\" have a greater Operating Margin than \"Ethernity Networks Ltd\" in Q2 2022?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Ethernity Networks Ltd\" spend on R&D in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the COO in the company \"Sandwell Aquatics Centre\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Calyxt, Inc.\" have a greater market capitalization than \"NICE\" in Q2 2022?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"Renishaw plc\" have in the end of fiscal year 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"TD SYNNEX\" spend on R&D in Q2 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the CFO in the company \"TD SYNNEX\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Eurocell PLC\" have a greater Return on Equity (ROE) than \"Strike Energy Limited\" in Q2 2022?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"OTC_UNCIF\" have in the end of fiscal year 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"EMT\" spend on customer acquisition in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the Board Chairman in the company \"Motus GI Holdings, Inc.\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Calyxt, Inc.\" have a greater Operating Margin than \"Banque Cantonale Vaudoise\" in Q2 2023?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"EMT\" have in the end of fiscal year 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Ethernity Networks Ltd\" spend on customer acquisition in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the CFO in the company \"Ethernity Networks Ltd\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Canadian Banc Corp.\" have a greater Return on Assets (ROA) than \"VENUS METALS CORPORATION LIMITED\" in Q2 2021?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Motus GI Holdings, Inc.\" spend on sustainability initiatives in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the Board Chairman in the company \"Renishaw plc\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Canadian Banc Corp.\" have a greater Gross Profit Margin than \"Motus GI Holdings, Inc.\" in Q2 2022?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"VENUS METALS CORPORATION LIMITED\" have in the end of fiscal year 2021?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Renishaw plc\" spend on risk management in Q2 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the Board Chairman in the company \"TD SYNNEX\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Banque Cantonale Vaudoise\" have a greater Operating Margin than \"Zegona Communications plc\" in Q2 2021?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"Strike Energy Limited\" have in the end of fiscal year 2021?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "How much did \"Ethernity Networks Ltd\" spend on customer acquisition in Q2 2023?",
+        "schema": "number",
+        "answer": "n/a"
+    },
+    {
+        "question": "Who is the Chief Legal Officer in the company \"Nykredit\"?",
+        "schema": "name",
+        "answer": "n/a"
+    },
+    {
+        "question": "Did \"Comet Holding AG\" have a greater Operating Margin than \"Calyxt, Inc.\" in Q2 2021?",
+        "schema": "boolean",
+        "answer": "n/a"
+    },
+    {
+        "question": "How many stores did \"EMT\" have in the end of fiscal year 2022?",
+        "schema": "number",
+        "answer": "n/a"
+    }
+]
\ No newline at end of file
diff --git a/majority-vote/sample/__init__.py b/majority-vote/sample/__init__.py
new file mode 100644
index 0000000..97233c7
--- /dev/null
+++ b/majority-vote/sample/__init__.py
@@ -0,0 +1,4 @@
+# This is a sample 'answer_question' function that always answers 'I have no answer'.
+
+def answer_question(question, schema):
+    return None
\ No newline at end of file