Merge branch 'development'

Updated instructions for the test
2023-10-20 20:59:35 +01:00 · 2023-10-20 20:58:50 +01:00 · 2023-07-01 21:49:21 +01:00 · 2023-07-01 21:48:36 +01:00 · 2023-07-01 21:33:04 +01:00 · 2023-07-01 21:26:24 +01:00
62 changed files with 1523 additions and 111 deletions
--- a/docker-compose-mysql.yml
+++ b/docker-compose-mysql.yml
@ -25,7 +25,7 @@ services:
    networks:
      - frontend
    depends_on:
-      app:
+      - app
    command: "/bin/sh -c 'while :; do sleep 6h & wait $${!}; nginx -s reload; done & nginx -g \"daemon off;\"'"
  
  app:
--- a/docker-compose.yml
+++ b/docker-compose.yml
@ -17,6 +17,7 @@ services:
      - ./ref-test/app/editor/static:/usr/share/nginx/html/editor/static:ro
      - ./ref-test/app/quiz/static:/usr/share/nginx/html/quiz/static:ro
      - ./ref-test/app/view/static:/usr/share/nginx/html/view/static:ro
+      - ./ref-test/app/analysis/static:/usr/share/nginx/html/analysis/static:ro
    ports:
      - 80:80
      - 443:443
@ -24,7 +25,7 @@ services:
    networks:
      - frontend
    depends_on:
-      app:
+      - app
    command: "/bin/sh -c 'while :; do sleep 6h & wait $${!}; nginx -s reload; done & nginx -g \"daemon off;\"'"
  
  app:
@ -43,7 +44,7 @@ services:
      - frontend
      - backend
    depends_on:
-      postfix:
+      - postfix

  postfix:
    container_name: reftest_postfix
--- a/nginx/conf.d/ref-test-app.conf
+++ b/nginx/conf.d/ref-test-app.conf
@ -45,6 +45,11 @@ server {
        alias /usr/share/nginx/html/view/static/;
    }

+    location ^~ /admin/analysis/static/  {
+        include  /etc/nginx/mime.types;
+        alias /usr/share/nginx/html/analysis/static/;
+    }
+
    # Proxy to the main app for all other requests
    location / {
        include /etc/nginx/conf.d/proxy_headers.conf;
--- a/ref-test/app/init.py
+++ b/ref-test/app/init.py
@ -51,6 +51,7 @@ def create_app():
    from .views import views
    from .editor.views import editor
    from .view.views import view
+    from .analysis.views import analysis

    app.register_blueprint(admin, url_prefix='/admin')
    app.register_blueprint(api, url_prefix='/api')
@ -58,6 +59,7 @@ def create_app():
    app.register_blueprint(quiz)
    app.register_blueprint(editor, url_prefix='/admin/editor')
    app.register_blueprint(view, url_prefix='/admin/view')
+    app.register_blueprint(analysis, url_prefix='/admin/analysis')

    """Create Database Tables before First Request"""
    @app.before_first_request
--- a/ref-test/app/admin/static/js/script.js
+++ b/ref-test/app/admin/static/js/script.js
@ -88,6 +88,19 @@ $('.test-action').click(function(event) {
        })
    } else if (action == 'edit') {
        window.location.href = `/admin/test/${id}/`
+    } else if (action == 'analyse') {
+        $.ajax({
+            url: `/admin/analysis/`,
+            type: 'POST',
+            data: JSON.stringify({'id': id, 'class': 'test'}),
+            contentType: 'application/json',
+            success: function(response) {
+                window.location.href = response
+            },
+            error: function(response){
+                error_response(response)
+            },
+        })
    }

    event.preventDefault()
@ -123,6 +136,19 @@ $('.edit-question-dataset').click(function(event) {
            window.location.href = `/admin/view/${id}`
        } else if (action == 'download') {
            window.location.href = `/admin/settings/questions/download/${id}/`
+        } else if (action == 'analyse') {
+            $.ajax({
+                url: `/admin/analysis/`,
+                type: 'POST',
+                data: JSON.stringify({'id': id, 'class': 'dataset'}),
+                contentType: 'application/json',
+                success: function(response) {
+                    window.location.href = response
+                },
+                error: function(response){
+                    error_response(response)
+                },
+            })
        }
    }
    event.preventDefault()
--- a/ref-test/app/admin/templates/admin/components/certificate.html
+++ b/ref-test/app/admin/templates/admin/components/certificate.html
@ -50,7 +50,7 @@
                        <div class="d-flex w-100 justify-content-between">
                            <h5 class="mb-1">Start Time</h5>
                        </div>
-                        {{ entry.start_time.strftime('%d %b %Y %H:%M:%S') }}
+                        {{ entry.start_time.strftime('%d %b %Y %H:%M:%S') if entry.start_time else None }}
                    </li>
                    <li class="list-group-item list-group-item-action">
                        <div class="d-flex w-100 justify-content-between">
@ -59,7 +59,7 @@
                                <span class="badge bg-danger">Late</span>
                            {% endif %}
                        </div>
-                        {{ entry.end_time.strftime('%d %b %Y %H:%M:%S') }}
+                        {{ entry.end_time.strftime('%d %b %Y %H:%M:%S') if entry.end_time else None }}
                    </li>       
                    <li class="list-group-item list-group-item-action">
                        <div class="d-flex w-100 justify-content-between">
--- a/ref-test/app/admin/templates/admin/components/footer.html
+++ b/ref-test/app/admin/templates/admin/components/footer.html
@ -1,2 +1,2 @@
-<p>This web app was developed by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
 <p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
--- a/ref-test/app/admin/templates/admin/components/navbar.html
+++ b/ref-test/app/admin/templates/admin/components/navbar.html
@ -1,6 +1,6 @@
 <nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark">
    <div class="container">
-        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest (Beta) | Admin</a>
+        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest | Admin</a>
        <button
            class="navbar-toggler"
            type="button"
@ -20,8 +20,28 @@
                    </li>
                {% endif %}
                {% if current_user.is_authenticated %}
-                    <li class="nav-item" id="nav-results">
-                        <a href="{{ url_for('admin._view_entries') }}" id="link-results" class="nav-link">View Results</a>
+                    <li class="nav-item dropdown" id="nav-results">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-results"
+                            role="button"
+                            href="{{ url_for('admin._view_entries') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Results
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-results"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._view_entries', filter='active') }}" id="link-results" class="dropdown-item">View Results</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('analysis._analysis') }}" id="link-analysis" class="dropdown-item">Analysis</a>
+                            </li>
+                        </ul>
                    </li>
                    <li class="nav-item dropdown" id="nav-tests">
                        <a
@ -36,7 +56,7 @@
                        </a>
                        <ul
                            class="dropdown-menu"
-                            aria-labelledby="dropdown-settings"
+                            aria-labelledby="dropdown-tests"
                        >
                            <li>
                                <a href="{{ url_for('admin._tests', filter='active') }}" id="link-active" class="dropdown-item">Active</a>
@ -58,7 +78,7 @@
                    <li class="nav-item dropdown" id="nav-settings">
                        <a
                            class="nav-link dropdown-toggle"
-                            id="dropdown-account"
+                            id="dropdown-settings"
                            role="button"
                            href="{{ url_for('admin._settings') }}"
                            data-bs-toggle="dropdown"
--- a/ref-test/app/admin/templates/admin/index.html
+++ b/ref-test/app/admin/templates/admin/index.html
@ -28,7 +28,7 @@
                                                    <a href="{{ url_for('admin._view_test', id=test.id) }}">{{ test.get_code() }}</a>
                                                </td>
                                                <td>
-                                                    {{ test.end_date.strftime('%d %b %Y') }}
+                                                    {{ test.end_date.strftime('%d %b %Y') if test.end_date else None }}
                                                </td>
                                            </tr>
                                        {% endfor %}
@ -72,10 +72,14 @@
                                                    <a href="{{ url_for('admin._view_entry', id=result.id) }}">{{ result.get_surname() }}, {{ result.get_first_name() }}</a>
                                                </td>
                                                <td>
-                                                    {{ result.end_time.strftime('%d %b %Y %H:%M') }}
+                                                    {{ result.end_time.strftime('%d %b %Y %H:%M') if result.end_time else None }}
                                                </td>
                                                <td>
+                                                    {% if result.result %}
                                                        {{ (100*result.result['score']/result.result['max'])|round|int }}&percnt; ({{ result.result.grade }})
+                                                    {% else %}
+                                                        Incomplete
+                                                    {% endif %}
                                                </td>
                                            </tr>
                                        {% endfor %}
@ -117,7 +121,7 @@
                                                        <a href="{{ url_for('admin._view_test', id=test.id) }}">{{ test.get_code() }}</a>
                                                    </td>
                                                    <td>
-                                                        {{ test.end_date.strftime('%d %b %Y') }}
+                                                        {{ test.end_date.strftime('%d %b %Y') if test.end_date else None }}
                                                    </td>
                                                </tr>
                                            {% endfor %}
@ -138,7 +142,7 @@
                <div class="card m-3">
                    <div class="card-body">
                        <h5 class="card-title">Help</h5>
-                        <p class="card-text">This web app was developed by Vivek Santayana. If there are any issues with the app, any bugs you need to report, or any features you would like to request, please feel free to <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test/issues">open an issue at the Git Repository</a>.</p>
+                        <p class="card-text">This web app was developed and is maintained by Vivek Santayana. If there are any issues with the app, any bugs you need to report, or any features you would like to request, please feel free to <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test/issues">open an issue at the Git Repository</a>.</p>
                        <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test/issues" class="btn btn-primary">Open an Issue</a>
                    </div>
                  </div>
--- a/ref-test/app/admin/templates/admin/result-detail.html
+++ b/ref-test/app/admin/templates/admin/result-detail.html
@ -49,7 +49,7 @@
                            <div class="d-flex w-100 justify-content-between">
                                <h5 class="mb-1">Start Time</h5>
                            </div>
-                            {{ entry.start_time.strftime('%d %b %Y %H:%M:%S') }}
+                            {{ entry.start_time.strftime('%d %b %Y %H:%M:%S') if entry.start_time else None }}
                        </li>
                    {% endif %}
                    <li class="list-group-item list-group-item-action">
@ -108,7 +108,7 @@
                                            {% for tag, scores in entry.result.tags.items() %}
                                                <tr>
                                                    <td>
-                                                        {{ tag }}
+                                                        {{ tag|safe }}
                                                    </td>
                                                    <td>
                                                        {{ scores.scored }}
--- a/ref-test/app/admin/templates/admin/results.html
+++ b/ref-test/app/admin/templates/admin/results.html
@ -54,7 +54,7 @@
                        </td>
                        <td>
                            {% if entry.end_time %}
-                                {{ entry.end_time.strftime('%d %b %Y') }}
+                                {{ entry.end_time.strftime('%Y-%m-%d %H:%M') }}
                            {% endif %}
                        </td>
                        <td>
--- a/ref-test/app/admin/templates/admin/settings/questions.html
+++ b/ref-test/app/admin/templates/admin/settings/questions.html
@ -43,7 +43,7 @@
                            {{ element.get_name() }}
                        </td>
                        <td>
-                            {{ element.date.strftime('%d %b %Y %H:%M') }}
+                            {{ element.date.strftime('%Y-%m-%d %H:%M') }}
                        </td>
                        <td>
                            {{ element.creator.get_username() }}
@ -52,6 +52,15 @@
                            {{ element.tests|length }}
                        </td>
                        <td class="row-actions">
+                            <a
+                                href="javascript:void(0)"
+                                class="btn btn-success edit-question-dataset {% if not element.entries %} disabled {% endif %}"
+                                data-id="{{ element.id }}"
+                                data-action="analyse"
+                                title="Analyse Answers"
+                            >
+                                <i class="bi bi-search button-icon"></i>
+                            </a>
                            <a
                                href="javascript:void(0)"
                                class="btn btn-primary edit-question-dataset"
@ -63,7 +72,7 @@
                            </a>
                            <a
                                href="javascript:void(0)"
-                                class="btn btn-primary view-question-dataset"
+                                class="btn btn-primary edit-question-dataset"
                                data-id="{{ element.id }}"
                                data-action="view"
                                title="View Questions"
--- a/ref-test/app/admin/templates/admin/test.html
+++ b/ref-test/app/admin/templates/admin/test.html
@ -19,7 +19,7 @@
                        <div class="d-flex w-100 justify-content-between">
                            <h5 class="mb-1">Dataset</h5>
                        </div>
-                        {{ test.dataset.date.strftime('%Y%m%d%H%M%S') }}
+                        <a href="{{ url_for('view._view_console', id=test.dataset.id) }}">{{ test.dataset.get_name() }}</a>
                    </li>
                    <li class="list-group-item list-group-item-action">
                        <div class="d-flex w-100 justify-content-between">
@ -32,13 +32,13 @@
                        <div class="d-flex w-100 justify-content-between">
                            <h5 class="mb-1">Start Date</h5>
                        </div>
-                        {{ test.start_date.strftime('%d %b %Y %H:%M') }}
+                        {{ test.start_date.strftime('%d %b %Y %H:%M') if test.start_date else None }}
                    </li>
                    <li class="list-group-item list-group-item-action">
                        <div class="d-flex w-100 justify-content-between">
                            <h5 class="mb-1">Expiry Date</h5>
                        </div>
-                        {{ test.end_date.strftime('%d %b %Y %H:%M') }}
+                        {{ test.end_date.strftime('%d %b %Y %H:%M') if test.end_date else None }}
                    </li>
                    <li class="list-group-item list-group-item-action">
                        <div class="d-flex w-100 justify-content-between">
@ -71,7 +71,7 @@
                                                {% for entry in test.entries %}
                                                    <tr>
                                                        <td>
-                                                            <a href="{{ url_for('admin._view_entry', id=entry) }}" >Entry {{ loop.index }}</a>
+                                                            <a href="{{ url_for('admin._view_entry', id=entry.id) }}" >Entry {{ loop.index }}</a>
                                                        </td>
                                                    </tr>
                                                {% endfor %}
@ -162,7 +162,7 @@
                    {% include "admin/components/client-alerts.html" %}
                </div>
                <div class="container justify-content-center">
-                    <div class="row">
+                    <div class="my-3 row">
                        {% if test.start_date <= now %}
                            <a href="#" class="btn btn-warning test-action {% if test.end_date < now %}disabled{% endif %}" data-action="end" data-id="{{ test.id }}">
                                <i class="bi bi-hourglass-bottom button-icon"></i>
@ -174,6 +174,16 @@
                                Start Exam
                            </a>
                        {% endif %}
+                        <a
+                            href="#"
+                            class="btn btn-success test-analyse test-action {% if not test.entries %} disabled {% endif %}"
+                            data-id="{{test.id}}"
+                            title="Analyse Exam"
+                            data-action="analyse"
+                        >
+                            <i class="bi bi-search button-icon"></i>
+                            Analyse Exam
+                        </a>
                        <a href="#" class="btn btn-danger test-action" data-action="delete" data-id="{{ test.id }}">
                            <i class="bi bi-file-earmark-excel-fill button-icon"></i>
                            Delete Exam
--- a/ref-test/app/admin/templates/admin/tests.html
+++ b/ref-test/app/admin/templates/admin/tests.html
@ -33,13 +33,13 @@
                {% for test in tests %}
                    <tr class="table-row">
                        <td>
-                            {{ test.start_date.strftime('%d %b %y %H:%M') }}
+                            {{ test.start_date.strftime('%Y-%m-%d %H:%M') }}
                        </td>
                        <td>
                            {{ test.get_code() }}
                        </td>
                        <td>
-                            {{ test.end_date.strftime('%d %b %Y %H:%M') }}
+                            {{ test.end_date.strftime('%Y-%m-%d %H:%M') }}
                        </td>
                        <td>
                            {% if test.time_limit == None -%}
@ -58,6 +58,15 @@
                            {{ test.entries|length }}
                        </td>
                        <td class="row-actions">
+                            <a
+                                href="#"
+                                class="btn btn-success test-analyse test-action {% if not test.entries %} disabled {% endif %}"
+                                data-id="{{test.id}}"
+                                title="Analyse Exam"
+                                data-action="analyse"
+                            >
+                                <i class="bi bi-search button-icon"></i>
+                            </a>
                            <a
                                href="#"
                                class="btn btn-primary test-action"
--- a/ref-test/app/admin/views.py
+++ b/ref-test/app/admin/views.py
@ -10,7 +10,7 @@ from flask import abort, Blueprint, jsonify, render_template, request, send_file
 from flask.helpers import abort, flash, redirect, url_for
 from flask_login import current_user, login_required

-from datetime import date, datetime, timedelta
+from datetime import date, datetime, MINYEAR, timedelta
 from json import loads
 from os import path
 import secrets
@ -34,11 +34,11 @@ def _home():
        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
        return abort(500)
    current_tests = [ test for test in tests if test.end_date >= datetime.now() and test.start_date.date() <= date.today() ]
-    current_tests.sort(key= lambda x: x.end_date, reverse=True)
+    current_tests.sort(key= lambda x: x.end_date or datetime(MINYEAR,1,1), reverse=True)
    upcoming_tests = [ test for test in tests if test.start_date.date() > datetime.now().date()]
-    upcoming_tests.sort(key= lambda x: x.start_date)
+    upcoming_tests.sort(key= lambda x: x.start_date or datetime(MINYEAR,1,1))
    recent_results = [result for result in results if not result.status == 'started' ]
-    recent_results.sort(key= lambda x: x.end_time, reverse=True)
+    recent_results.sort(key= lambda x: x.end_time or datetime(MINYEAR,1,1), reverse=True)
    return render_template('/admin/index.html', current_tests = current_tests, upcomimg_tests = upcoming_tests, recent_results = recent_results)

@admin.route('/settings/')
@ -215,7 +215,7 @@ def _update_user(id:str):
    if request.method == 'POST': 
        if not user: return jsonify({'error': 'User does not exist.'}), 400
        if form.validate_on_submit():
-            if not user.verify_password(request.form.get('confirm_password')): return jsonify({'error': 'Invalid password for your account.'}), 401
+            if not current_user.verify_password(request.form.get('confirm_password')): return jsonify({'error': 'Invalid password for your account.'}), 401
            success, message = user.update(
                password = request.form.get('password'),
                email = request.form.get('email'),
@ -251,7 +251,6 @@ def _questions():
            if success: return jsonify({'success': message}), 200
            return jsonify({'error': message}), 400
        return send_errors_to_client(form=form)
-
    try: data = Dataset.query.all()
    except Exception as exception:
        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
@ -281,7 +280,7 @@ def _download(id:str):
        return abort(500)
    if not dataset: return abort(404)
    data_path = path.abspath(dataset.get_file())
-    return send_file(data_path, as_attachment=True, attachment_filename=f'{dataset.get_name()}.json')
+    return send_file(data_path, as_attachment=True, download_name=f'{dataset.get_name()}.json')

@admin.route('/tests/<string:filter>/', methods=['GET'])
@admin.route('/tests/', methods=['GET'])
@ -309,7 +308,7 @@ def _tests(filter:str=None):
    if filter in [None, '', 'active']:
        tests = [ test for test in _tests if test.end_date >= now and test.start_date <= now ]
        display_title = 'Active Exams'
-        error_none = 'There are no exams that are currently active. You can create one using the Creat Exam form.'
+        error_none = 'There are no exams that are currently active. You can create one using the Create Exam form.'
    if filter == 'expired':
        tests = [ test for test in _tests if test.end_date < now ]
        display_title = 'Expired Exams'
@ -435,10 +434,7 @@ def _view_entry(id:str=None):
        flash('Invalid entry ID.', 'error')
        return redirect(url_for('admin._view_entries'))
    test = entry.test
-    dataset = test.dataset
-    dataset_path = dataset.get_file()
-    with open(dataset_path, 'r') as _dataset:
-        data = loads(_dataset.read())
+    data = test.dataset.get_data()
    correct = get_correct_answers(dataset=data)
    answers = answer_options(dataset=data)
    return render_template('/admin/result-detail.html', entry = entry, correct = correct, answers = answers)
--- a/ref-test/app/analysis/init.py
+++ b/ref-test/app/analysis/init.py
--- a/ref-test/app/analysis/static/css/analysis.css
+++ b/ref-test/app/analysis/static/css/analysis.css
@ -0,0 +1,8 @@
+#alert-box {
+    margin: 30px auto;
+    max-width: 460px;
+}
+
+.cell-percentage::after {
+    content: '%';
+}
--- a/ref-test/app/analysis/static/css/style.css
+++ b/ref-test/app/analysis/static/css/style.css
@ -0,0 +1,260 @@
+body {
+    padding: 80px 0;
+}
+
+.site-footer {
+    background-color: lightgray;
+    font-size: small;
+}
+
+.site-footer p {
+    margin: 0;
+}
+
+.form-container {
+    display: -ms-flexbox;
+    display: flex;
+    -ms-flex-align: center;
+    align-items: center;
+    padding-top: 40px;
+    padding-bottom: 40px;
+}
+
+.form-display {
+    width: 100%;
+    max-width: 420px;
+    padding: 15px;
+    margin: auto;
+}
+
+.form-heading {
+    margin-bottom: 2rem;
+}
+
+.form-label-group {
+    position: relative;
+    margin-bottom: 2rem;
+}
+
+.form-label-group input,
+.form-label-group label {
+    padding: var(--input-padding-y) var(--input-padding-x);
+    font-size: 16pt;
+}
+
+.form-label-group label {
+    position: absolute;
+    top: 0;
+    left: 0;
+    display: block;
+    width: 100%;
+    margin-bottom: 0; /* Override default `<label>` margin */
+    line-height: 1.5;
+    color: #495057;
+    cursor: text; /* Match the input under the label */
+    border: 1px solid transparent;
+    border-radius: .25rem;
+    transition: all .1s ease-in-out;
+    z-index: -1;
+}
+
+.form-label-group input {
+    background-color: transparent;
+    border: none;
+    border-radius: 0%;
+    border-bottom: 2px solid #585858;
+}
+
+.form-label-group input:active, .form-label-group input:focus {
+    background-color: transparent;
+}
+
+.form-label-group input::-webkit-input-placeholder {
+    color: transparent;
+}
+  
+.form-label-group input:-ms-input-placeholder {
+    color: transparent;
+}
+  
+.form-label-group input::-ms-input-placeholder {
+    color: transparent;
+}
+  
+.form-label-group input::-moz-placeholder {
+    color: transparent;
+}
+  
+.form-label-group input::placeholder {
+    color: transparent;
+}
+  
+.form-label-group input:not(:placeholder-shown) {
+    padding-top: calc(var(--input-padding-y) + var(--input-padding-y) * (2 / 3));
+    padding-bottom: calc(var(--input-padding-y) / 3);
+}
+  
+.form-label-group input:not(:placeholder-shown) ~ label {
+    padding-top: calc(var(--input-padding-y) / 3);
+    padding-bottom: calc(var(--input-padding-y) / 3);
+    font-size: 12px;
+    color: #777;
+}
+
+.form-check {
+    margin-bottom: 2rem;
+}
+
+.checkbox input {
+    transform: scale(1.5);
+    margin-right: 1rem;
+}
+
+.signin-forgot-password {
+    font-size: 14pt;
+}
+
+.form-submission-button {
+    margin-bottom: 2rem;
+}
+
+.form-submission-button button, .form-submission-button a {
+    margin: 1rem;
+    vertical-align: middle;
+}
+
+.form-submission-button button span, .form-submission-button button svg, .form-submission-button a span, .form-submission-button a svg {
+    margin: 0 2px;
+}
+
+table.dataTable {
+    border-collapse: collapse;
+    width: 100%;
+}
+
+.table-row {
+    vertical-align: middle;
+}
+
+.row-actions {
+    text-align: center;
+    white-space: nowrap;
+}
+
+.dataTables_wrapper .dt-buttons {
+    left: 50%;
+    transform: translateX(-50%);
+    float:none;  
+    text-align:center;
+}
+
+.row-actions button, .row-actions a {
+    margin: 0px 5px;
+}
+
+#cookie-alert {
+    padding-right: 16px;
+}
+
+#dismiss-cookie-alert {
+    margin-top: 16px;
+    width: fit-content;
+}
+
+.alert-db-empty {
+    width: 100%;
+    max-width: 720px;
+    font-size: 14pt;
+    margin: 20px auto;
+}
+
+.form-date-input, .form-select-input {
+    position: relative;
+    margin: 2rem 0;
+}
+
+.form-date-input input,
+.form-date-input label, .form-select-input select, .form-select-input label {
+    padding: var(--input-padding-y) var(--input-padding-x);
+    font-size: 16pt;
+    width: 100%;
+    background-color: transparent;
+    border: none;
+    border-bottom: 2px solid #585858;
+}
+
+.datepicker::-webkit-calendar-picker-indicator {    
+    border: 1px;
+    border-color: gray;
+    border-radius: 10%;
+}
+
+.form-date-input label, .form-select-input label {
+    /* position: absolute; */
+    /* top: 0;
+    left: 0; */
+    display: block;
+    width: 100%;
+    margin-bottom: 0; /* Override default `<label>` margin */
+    line-height: 1.5;
+    color: #495057;
+    cursor: text; /* Match the input under the label */
+    border: 1px solid transparent;
+    border-radius: .25rem;
+    transition: all .1s ease-in-out;
+    z-index: -1;
+}
+
+.button-icon {
+    font-size: 20px;
+}
+
+.form-upload {
+    margin: 2rem 0;
+    font-size: 14pt;
+}
+
+.result-action-buttons, .test-action {
+    margin: 5px auto;
+    width: fit-content;
+}
+
+.accordion-item {
+    background-color: unset;
+}
+
+/* Change Autocomplete styles in Chrome*/
+input:-webkit-autofill,
+input:-webkit-autofill:hover, 
+input:-webkit-autofill:focus,
+textarea:-webkit-autofill,
+textarea:-webkit-autofill:hover,
+textarea:-webkit-autofill:focus,
+select:-webkit-autofill,
+select:-webkit-autofill:hover,
+select:-webkit-autofill:focus {
+  transition: background-color 5000s ease-in-out 0s;
+}
+
+/* Fallback for Edge
+-------------------------------------------------- */
+@supports (-ms-ime-align: auto) {
+    .form-label-group label {
+      display: none;
+    }
+    .form-label-group input::-ms-input-placeholder {
+      color: #777;
+    }
+}
+  
+  /* Fallback for IE
+  -------------------------------------------------- */
+@media all and (-ms-high-contrast: none), (-ms-high-contrast: active) {
+    .form-label-group label {
+        display: none;
+    }
+    .form-label-group input:-ms-input-placeholder {
+        color: #777;
+    }
+}
+  
--- a/ref-test/app/analysis/static/js/analysis.js
+++ b/ref-test/app/analysis/static/js/analysis.js
@ -0,0 +1,27 @@
+// Analyse Button Listener
+$('.button-analyse').click(function(event) {
+
+    let buttonClass = $(this).data('class')
+    let id = null
+
+    if (buttonClass == 'test' ) {
+        id = $('#select-test').children('option:selected').val()
+    } else if (buttonClass == 'dataset' ) {
+        id = $('#select-dataset').children('option:selected').val()
+    }
+
+    $.ajax({
+        url: `/admin/analysis/`,
+        type: 'POST',
+        data: JSON.stringify({'id': id, 'class': buttonClass}),
+        contentType: 'application/json',
+        success: function(response) {
+            window.location.href = response
+        },
+        error: function(response){
+            error_response(response)
+        },
+    })
+
+    event.preventDefault()
+})
--- a/ref-test/app/analysis/static/js/jquery-3.6.0.min.js
+++ b/ref-test/app/analysis/static/js/jquery-3.6.0.min.js
--- a/ref-test/app/analysis/static/js/script.js
+++ b/ref-test/app/analysis/static/js/script.js
@ -0,0 +1,115 @@
+// Menu Highlight Scripts
+const menuItems = document.getElementsByClassName('nav-link')
+for(let i = 0; i < menuItems.length; i++) {
+    if(menuItems[i].pathname == window.location.pathname) {
+        menuItems[i].classList.add('active')
+    }
+}
+const dropdownItems = document.getElementsByClassName('dropdown-item')
+for(let i = 0; i< dropdownItems.length; i++) {
+    if(dropdownItems[i].pathname == window.location.pathname) {
+        dropdownItems[i].classList.add('active')
+        $( "#" + dropdownItems[i].id ).closest( '.dropdown' ).find('.dropdown-toggle').addClass('active')
+    }
+}
+
+// General Post Method Form Processing Script
+$('form.form-post').submit(function(event) {
+    
+    var $form = $(this)
+    var data = $form.serialize()
+    var url = $(this).prop('action')
+    var rel_success = $(this).data('rel-success')
+
+    $.ajax({
+        url: url,
+        type: 'POST',
+        data: data,
+        dataType: 'json',
+        success: function(response) {
+            if (response.redirect_to) {
+                window.location.href = response.redirect_to
+            }
+            else {
+                window.location.href = rel_success
+            }
+        },
+        error: function(response) {
+            error_response(response)
+        }
+    })
+
+    event.preventDefault()
+})
+
+function error_response(response) {
+
+    const $alert = $("#alert-box")
+    $alert.html('')
+
+    if (typeof response.responseJSON.error === 'string' || response.responseJSON.error instanceof String) {
+        $alert.html(`
+        <div class="alert alert-danger alert-dismissible fade show" role="alert">
+            <i class="bi bi-exclamation-triangle-fill" title="Danger"></i>
+            ${response.responseJSON.error}
+            <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+        </div>
+        `)
+    } else if (response.responseJSON.error instanceof Array) {
+        var output = ''
+        for (let i = 0; i < response.responseJSON.error.length; i ++) {
+            output += `
+            <div class="alert alert-danger alert-dismissible fade show" role="alert">
+                <i class="bi bi-exclamation-triangle-fill" title="Danger"></i>
+                ${response.responseJSON.error[i]}
+                <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+            </div>
+            `
+            $alert.html(output)
+        }
+    }
+
+    $alert.focus()
+}
+
+// Dismiss Cookie Alert
+$('#dismiss-cookie-alert').click(function(event){
+
+    $.ajax({
+        url: '/cookies/',
+        type: 'POST',
+        data: {
+            time: Date.now()
+        },
+        dataType: 'json',
+        success: function(response){
+            console.log(response)
+        },
+        error: function(response){
+            console.log(response)
+        }
+    })
+
+    event.preventDefault()
+})
+
+// Create New Dataset
+$('.create-new-dataset').click(function(event){
+    $.ajax({
+        url: '/api/editor/new/',
+        type: 'POST',
+        data: {
+            time: Date.now()
+        },
+        dataType: 'json',
+        success: function(response){
+            if (response.redirect_to) {
+                window.location.href = response.redirect_to
+            }
+        },
+        error: function(response){
+            console.log(response)
+        }
+    })
+    event.preventDefault()
+})
--- a/ref-test/app/analysis/templates/analysis/analysis.html
+++ b/ref-test/app/analysis/templates/analysis/analysis.html
@ -0,0 +1,198 @@
+{% extends "analysis/components/datatable.html" %}
+
+{% block style %}
+<link 
+    rel="stylesheet"
+    href="{{ url_for('.static', filename='css/analysis.css') }}"
+/>
+{% endblock %}
+
+{% block content %}
+    <h1>Analysis by {{ type[0]|upper }}{{ type[1:] }}</h1>
+    <div class="container">
+        <p class="lead">
+            The analysis section displays statistics for all test results as well as answers to individual questions.
+            Analysis reports can be generated per exam or per question dataset to identify common mistakes or patterns in answers.
+        </p>
+        <div class="input-group mb-3">
+            <span class="input-group-text">
+                {% if type == 'exam' %}
+                    Exam Code
+                {% elif type == 'dataset' %}
+                    Dataset Name
+                {% endif %}
+            </span>
+            <span class="form-control">
+                {{ subject }}
+            </span>
+        </div>
+        <div class="input-group mb-3">
+            <span class="input-group-text">Total Entries</span>
+            <span class="form-control">
+                {{ analysis.entries }}
+            </span>
+        </div>
+        <div class="input-group mb-3">
+            <span class="input-group-text">Passed</span>
+            <span class="form-control">
+                {{ analysis.grades.merit + analysis.grades.pass }} ({{ ((analysis.grades.merit + analysis.grades.pass)*100/analysis.entries)|round(2) }} &percnt;)
+            </span>
+        </div>
+        <div class="mb-3">
+            <span class="badge rounded-pill progress-bar-striped bg-success">Merit: {{ analysis.grades.merit }}</span> <span class="badge rounded-pill bg-primary progress-bar-striped">Pass: {{ analysis.grades.pass }}</span> <span class="badge rounded-pill progress-bar-striped bg-danger">Fail: {{ analysis.grades.fail }}</span>
+            <div class="my-1 progress">
+                <div class="progress-bar progress-bar-striped bg-success" role="progressbar" style="width: {{ (analysis.grades.merit*100/analysis.entries)|round(2) }}%" aria-valuenow="{{ analysis.grades.merit }}" aria-valuemin="0" aria-valuemax="{{ analysis.entries }}">{{ (analysis.grades.merit*100/analysis.entries)|round(2) }} &percnt;</div>
+                <div class="progress-bar progress-bar-striped" role="progressbar" style="width: {{ (analysis.grades.pass*100/analysis.entries)|round(2) }}%" aria-valuenow="{{ analysis.grades.pass }}" aria-valuemin="0" aria-valuemax="{{ analysis.entries }}">{{ (analysis.grades.pass*100/analysis.entries)|round(2) }} &percnt;</div>
+                <div class="progress-bar progress-bar-striped bg-danger" role="progressbar" style="width: {{ (analysis.grades.fail*100/analysis.entries)|round(2) }}%" aria-valuenow="{{ analysis.grades.fail }}" aria-valuemin="0" aria-valuemax="{{ analysis.entries }}">{{ (analysis.grades.fail*100/analysis.entries)|round(2) }} &percnt;</div>
+            </div>
+        </div>
+        <div class="input-group mb-3">
+            <span class="input-group-text">Mean Score</span>
+            <span class="form-control">
+                {{ analysis.scores.mean|round(2) }} &percnt;
+            </span>
+        </div>
+        <div class="input-group mb-3">
+            <span class="input-group-text">Standard Deviation</span>
+            <span class="form-control">
+                {% if analysis.scores.stdev %}
+                    {{ analysis.scores.stdev|round(2) }}
+                {% else %}
+                    {{ None }}
+                {% endif %}
+            </span>
+        </div>
+        <div class="input-group mb-3">
+            <span class="input-group-text">Median Score</span>
+            <span class="form-control">
+                {{ analysis.scores.median|round(2) }} &percnt;
+            </span>
+        </div>
+        {% if type == 'exam' %}
+            <div class="input-group mb-3">
+                <span class="input-group-text">Dataset Name</span>
+                <span class="form-control">
+                    {{ dataset.get_name() }}
+                </span>
+            </div>
+        {% endif %}
+    </div>
+    <div class="container">
+        <table id="analysis-table" class="table table-striped" style="width:100%">
+            <thead>
+                <th data-priority="1">
+                    Question
+                </th>
+                <th data-priority="1">
+                    Percent Correct
+                </th>
+                <th data-priority="2">
+                    Answers
+                </th>
+                <th data-priority="3">
+                    Tags
+                </th>
+            </thead>
+            <tbody>
+                {% for question in questions %}
+                    <tr class="table-row">
+                        <td>
+                            {{ question.q_no + 1 }}
+                        </td>
+                        <td class="cell-percentage">
+                            {{ ((analysis.answers[question.q_no][question.correct] or 0)*100/(analysis.answers[question.q_no].values())|sum())|round(2) }}
+                        </td>
+                        <td>
+                            <table style="width:100%">
+                                {% for option in question.options %}
+                                    <tr>
+                                        <td style="width:50%">
+                                            {{ option[1] }}
+                                        </td>
+                                        <td>
+                                            {% if question.correct == option[0] %}
+                                                <div class="progress">
+                                                    <div class="progress-bar bg-success progress-bar-striped" role="progressbar" style="width: {{ (analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum() }}%;" aria-valuenow="{{ (analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum() }}" aria-valuemin="0" aria-valuemax="100">{{ ((analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum())|round(2) }}%</div>
+                                                </div>
+                                            {% else %}
+                                                <div class="progress">
+                                                    <div class="progress-bar bg-danger progress-bar-striped" role="progressbar" style="width: {{ (analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum() }}%;" aria-valuenow="{{ (analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum() }}" aria-valuemin="0" aria-valuemax="100">{{ ((analysis.answers[question.q_no][option[0]] or 0)*100/(analysis.answers[question.q_no].values())|sum())|round(2) }}%</div>
+                                                </div>
+                                            {% endif %}
+                                        </td>
+                                    </tr>
+                                {% endfor %}
+                            </table>
+                        </td>
+                        <td>
+                            <ul>
+                                {% for tag in question.tags %}
+                                    <li>{{ tag|safe }}</li>
+                                {% endfor %}
+                            </ul>
+                        </td>
+                    </tr>
+                {% endfor %}
+            </tbody>
+        </table>
+    </div>
+{% endblock %}
+
+{% block script %}
+<script>
+    const target = "{{ url_for('api._editor') }}"
+    const id = "{{ dataset.id }}"
+</script>
+<script
+    type="text/javascript"
+    src="{{ url_for('.static', filename='js/analysis.js') }}"
+></script>
+{% endblock %}
+
+{% block custom_data_script %}
+    <script>
+        console.log($('#analysis-table'))
+        $(document).ready(function() {
+            $('#analysis-table').DataTable({
+                'searching': true,
+                'columnDefs': [
+                    {'sortable': true, 'targets': [0,1]},
+                    {'sortable': false, 'targets': [2,3]},
+                    {'searchable': true, 'targets': [0,2,3]}
+                ],
+                'order': [[0, 'asc'], [1, 'desc']],
+                'buttons': [
+                    {
+                        extend: 'print',
+                        exportOptions: {
+                            columns: [0, 1, 2, 3]
+                        }
+                    },
+                    {
+                        extend: 'excel',
+                        exportOptions: {
+                            columns: [0, 1, 2, 3]
+                        }
+                    },
+                    {
+                        extend: 'pdf',
+                        exportOptions: {
+                            columns: [0, 1, 2, 3]
+                        }
+                    }
+                ],
+                'responsive': 'true',
+                'colReorder': 'true',
+                'fixedHeader': 'true',
+                'searchBuilder': {
+                    depthLimit: 2,
+                    columns: [2, 3],
+                },
+                dom: 'BQlfrtip'
+            });
+            // $('.buttons-pdf').html('<span class="glyphicon glyphicon-file" data-toggle="tooltip" title="Export To Excel"/>') -->
+        } );
+        $('#analysis-table').show();
+        $(window).trigger('resize');
+    </script>
+{% endblock %}
--- a/ref-test/app/analysis/templates/analysis/components/base.html
+++ b/ref-test/app/analysis/templates/analysis/components/base.html
@ -0,0 +1,92 @@
+<!DOCTYPE html>
+<html>
+    <head>
+        <meta charset="utf8" />
+        <meta name="viewport" content="width=device-width, initial-scale=1" />
+        <link
+            href="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/css/bootstrap.min.css"
+            rel="stylesheet"
+            integrity="sha384-1BmE4kWBq78iYhFldvKuhfTAU6auU8tT94WrHftjDbrCEXSU1oBoqyl2QvZ6jIW3"
+            crossorigin="anonymous">
+        <link
+            rel="stylesheet"
+            href="https://cdn.jsdelivr.net/npm/bootstrap-icons@1.7.1/font/bootstrap-icons.css">
+        <link 
+            rel="stylesheet"
+            href="{{ url_for('.static', filename='css/style.css') }}"
+        />
+        <link 
+            rel="stylesheet"
+            href="{{ url_for('.static', filename='css/view.css') }}"
+        />
+        {% block style %}
+        {% endblock %}
+        <title>{% block title %} SKA Referee Test | Admin Console {% endblock %}</title>
+        {% include "analysis/components/og-meta.html" %}
+    </head>
+    <body class="bg-light">
+
+        {% block navbar %}
+            {% include "analysis/components/navbar.html" %}
+        {% endblock %}
+
+        <div class="container">
+            {% block top_alerts %}
+                {% include "analysis/components/server-alerts.html" %}
+            {% endblock %}
+            {% block content %}{% endblock %}
+        </div>
+
+        <footer class="container site-footer mt-5">
+            {% block footer %}
+                {% include "analysis/components/footer.html" %}
+            {% endblock %}
+        </footer>
+
+        <!-- JQuery, Popper, and Bootstrap js dependencies -->
+        <script
+            src="https://code.jquery.com/jquery-3.6.0.min.js"
+            integrity="sha256-/xUj+3OJU5yExlq6GSYGSHk7tPXikynS7ogEvDej/m4="
+            crossorigin="anonymous">
+        </script>
+        <script>
+            window.jQuery || document.write(`<script src="{{ url_for('.static', filename='js/jquery-3.6.0.min.js') }}"><\/script>`)
+        </script>
+        <script
+            src="https://cdn.jsdelivr.net/npm/@popperjs/core@2.10.2/dist/umd/popper.min.js"
+            integrity="sha384-7+zCNj/IqJ95wo16oMtfsKbZ9ccEh31eOz1HGyDuCQ6wgnyJNSYdrPa03rtR1zdB"
+            crossorigin="anonymous">
+        </script>
+        <script
+            src="https://cdn.jsdelivr.net/npm/bootstrap@5.1.3/dist/js/bootstrap.min.js"
+            integrity="sha384-QJHtvGhmr9XOIpI6YVutG+2QOK9T+ZnN4kzFN1RtK3zEFEIsxhlmWl5/YESvpZ13"
+            crossorigin="anonymous"
+        ></script>
+        <!-- Custom js -->
+        <script type="text/javascript">
+            var csrf_token = "{{ csrf_token() }}";
+        
+            $.ajaxSetup({
+                beforeSend: function(xhr, settings) {
+                    if (!/^(GET|HEAD|OPTIONS|TRACE)$/i.test(settings.type) && !this.crossDomain) {
+                        xhr.setRequestHeader("X-CSRFToken", csrf_token);
+                    }
+                }
+            });
+        </script>
+        <script
+            type="text/javascript"
+            src="{{ url_for('.static', filename='js/script.js') }}"
+        ></script>
+        <script
+            type="text/javascript"
+            src="{{ url_for('.static', filename='js/analysis.js') }}"
+        ></script>
+        {% block script %}
+        {% endblock %}
+        {% block datatable_scripts %}
+        {% endblock %}
+        {% block custom_data_script %}
+        {% endblock %}
+    </body>
+</html>
--- a/ref-test/app/analysis/templates/analysis/components/client-alerts.html
+++ b/ref-test/app/analysis/templates/analysis/components/client-alerts.html
@ -0,0 +1 @@
+<div id="alert-box" tabindex="-1"></div>
--- a/ref-test/app/analysis/templates/analysis/components/datatable.html
+++ b/ref-test/app/analysis/templates/analysis/components/datatable.html
@ -0,0 +1,28 @@
+{% extends "analysis/components/base.html" %}
+{% block datatable_css %}
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/1.11.3/css/dataTables.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/buttons/2.0.1/css/buttons.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/colreorder/1.5.5/css/colReorder.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/fixedheader/3.2.0/css/fixedHeader.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/keytable/2.6.4/css/keyTable.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/responsive/2.2.9/css/responsive.bootstrap5.min.css"/>
+    <link rel="stylesheet" type="text/css" href="https://cdn.datatables.net/searchbuilder/1.3.0/css/searchBuilder.dataTables.min.css"/>
+{% endblock %}
+{% block datatable_scripts %}
+<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/jszip/2.5.0/jszip.min.js"></script>
+<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.36/pdfmake.min.js"></script>
+<script type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.36/vfs_fonts.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/1.11.3/js/jquery.dataTables.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/1.11.3/js/dataTables.bootstrap5.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/buttons/2.0.1/js/dataTables.buttons.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/buttons/2.0.1/js/buttons.bootstrap5.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/buttons/2.0.1/js/buttons.colVis.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/buttons/2.0.1/js/buttons.html5.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/buttons/2.0.1/js/buttons.print.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/colreorder/1.5.5/js/dataTables.colReorder.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/fixedheader/3.2.0/js/dataTables.fixedHeader.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/keytable/2.6.4/js/dataTables.keyTable.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/responsive/2.2.9/js/dataTables.responsive.min.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/responsive/2.2.9/js/responsive.bootstrap5.js"></script>
+<script type="text/javascript" src="https://cdn.datatables.net/searchbuilder/1.3.0/js/dataTables.searchBuilder.min.js"></script>
+{% endblock %}
--- a/ref-test/app/analysis/templates/analysis/components/footer.html
+++ b/ref-test/app/analysis/templates/analysis/components/footer.html
@ -0,0 +1,2 @@
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
--- a/ref-test/app/analysis/templates/analysis/components/input-forms.html
+++ b/ref-test/app/analysis/templates/analysis/components/input-forms.html
@ -0,0 +1,4 @@
+{% extends "analysis/components/base.html" %}
+{% import "bootstrap/wtf.html" as wtf %}
+{% block top_alerts %}
+{% endblock %}
--- a/ref-test/app/analysis/templates/analysis/components/navbar.html
+++ b/ref-test/app/analysis/templates/analysis/components/navbar.html
@ -0,0 +1,137 @@
+<nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark">
+    <div class="container">
+        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest | Admin</a>
+        <button
+            class="navbar-toggler"
+            type="button"
+            data-bs-toggle="collapse"
+            data-bs-target="#navbar"
+            aria-controls="navbar"
+            aria-expanded="false"
+            aria-label="Toggle Navigation"
+        >
+            <span class="navbar-toggler-icon"></span>
+        </button>
+        <div class="collapse navbar-collapse justify-content-end" id="navbar">
+            <ul class="navbar-nav">
+                {% if not current_user.is_authenticated %}
+                    <li class="nav-item" id="nav-login">
+                        <a href="{{ url_for('admin._login') }}" id="link-login" class="nav-link">Log In</a>
+                    </li>
+                {% endif %}
+                {% if current_user.is_authenticated %}
+                    <li class="nav-item dropdown" id="nav-results">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-results"
+                            role="button"
+                            href="{{ url_for('admin._view_entries') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Results
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-results"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._view_entries', filter='active') }}" id="link-results" class="dropdown-item">View Results</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('analysis._analysis') }}" id="link-analysis" class="dropdown-item">Analysis</a>
+                            </li>
+                        </ul>
+                    </li>
+                    <li class="nav-item dropdown" id="nav-tests">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-tests"
+                            role="button"
+                            href="{{ url_for('admin._tests') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Exams
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-tests"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._tests', filter='active') }}" id="link-active" class="dropdown-item">Active</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._tests', filter='scheduled') }}" id="link-scheduled" class="dropdown-item">Scheduled</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._tests', filter='expired') }}" id="link-expired" class="dropdown-item">Expired</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._tests', filter='all') }}" id="link-all" class="dropdown-item">All</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._tests', filter='create') }}" id="link-create" class="dropdown-item">Create</a>
+                            </li>
+                        </ul>
+                    </li>
+                    <li class="nav-item dropdown" id="nav-settings">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-settings"
+                            role="button"
+                            href="{{ url_for('admin._settings') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Settings
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-settings"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._settings') }}" id="link-settings" class="dropdown-item">View Settings</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._users') }}" id="link-users" class="dropdown-item">Users</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._questions') }}" id="link-questions" class="dropdown-item">Manage Questions</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('view._view') }}" id="link-editor" class="dropdown-item">View Questions</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('editor._editor') }}" id="link-editor" class="dropdown-item">Edit Questions</a>
+                            </li>
+                        </ul>
+                    </li>
+                    <li class="nav-item dropdown" id="nav-account">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-account"
+                            role="button"
+                            href="{{ url_for('admin._update_user', id=current_user.id) }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Account
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-account"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._update_user', id=current_user.id) }}" id="link-account" class="dropdown-item">Account Settings</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('admin._logout') }}" id="link-logout" class="dropdown-item">Log Out</a>
+                            </li>
+                        </ul>
+                    </li>
+                {% endif %}
+            </ul>
+        </div>
+    </div>
+</nav>
--- a/ref-test/app/analysis/templates/analysis/components/og-meta.html
+++ b/ref-test/app/analysis/templates/analysis/components/og-meta.html
@ -0,0 +1,18 @@
+<meta name="description" content="A web app for taking the Scottish Korfball Association Refereeing Theory Exam on-line." />
+<meta property="og:locale" content="en_UK" />
+<meta property="og:type" content="website" />
+<meta property="og:description" content="A web app for taking the Scottish Korfball Association Refereeing Theory Exam on-line." />
+<meta property="og:url" content="{{ url_for(request.endpoint, _external = True, **(request.view_args or {})) }}" />
+<meta property="og:site_name" content="Scottish Korfball Association Referee Theory Exam" />
+<meta property="og:image" content="{{ url_for('.static', filename='favicon.png', _external = True) }}" />
+<meta property="og:image:alt" content="Logo of the SKA Refereeing Exam App" />
+<meta property="og:image:width" content="512" />
+<meta property="og:image:height" content="512" />
+<meta name="twitter:card" content="summary" />
+<meta name="twitter:description" content="A web app for taking the Scottish Korfball Association Refereeing Theory Exam on-line." />
+<meta name="twitter:image" content="{{ url_for('.static', filename='favicon.png', _external = True) }}" />
+<meta name="twitter:image:alt" content="Logo of the SKA Refereeing Exam App" />
+<meta name="twitter:creator" content="@viveksantayana" />
+<meta name="twitter:site" content="@viveksantayana" />
+<meta name="theme-color" content="#343a40" />
+<link rel="shortcut icon" href="{{ url_for('.static', filename='favicon.ico') }}">
--- a/ref-test/app/analysis/templates/analysis/components/secondary-navs/tests.html
+++ b/ref-test/app/analysis/templates/analysis/components/secondary-navs/tests.html
@ -0,0 +1,23 @@
+<div class="navbar navbar-expand-sm navbar-light bg-light">
+    <div class="container-fluid">
+    <div class="expand navbar-expand justify-content-center" id="navbar_secondary">
+        <ul class="nav nav-pills">
+            <li class="nav-item">
+                <a class="nav-link" href="{{ url_for('admin._tests', filter='active') }}">Active</a>
+            </li>
+            <li class="nav-item">
+                <a class="nav-link" href="{{ url_for('admin._tests', filter='scheduled') }}">Scheduled</a>
+            </li>
+            <li class="nav-item">
+                <a class="nav-link" href="{{ url_for('admin._tests', filter='expired') }}">Expired</a>
+            </li>
+            <li class="nav-item">
+                <a class="nav-link" href="{{ url_for('admin._tests', filter='all') }}">All</a>
+            </li>
+            <li class="nav-item">
+                <a class="nav-link" href="{{ url_for('admin._tests', filter='create') }}">Create</a>
+            </li>
+        </ul>
+    </div>
+    </div>
+</div>
--- a/ref-test/app/analysis/templates/analysis/components/server-alerts.html
+++ b/ref-test/app/analysis/templates/analysis/components/server-alerts.html
@ -0,0 +1,43 @@
+{% with messages = get_flashed_messages(with_categories=true) %}
+    {% if messages %}
+        {% set cookie_flash_flag = namespace(value=False) %}
+        {% for category, message in messages %}
+            {% if category == "error" %}
+                <div class="alert alert-danger alert-dismissible fade show" role="alert">
+                    <i class="bi bi-exclamation-triangle-fill" title="Error" aria-title="Error"></i>
+                    {{ message|safe }}
+                    <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+                </div>
+            {% elif category == "success" %}
+                <div class="alert alert-success alert-dismissible fade show" role="alert">
+                    <i class="bi bi-check2-circle" title="Success" aria-title="Success"></i>
+                    {{ message|safe }}
+                    <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+                </div>
+            {% elif category == "warning" %}
+                <div class="alert alert-warning alert-dismissible fade show" role="alert">
+                    <i class="bi bi-info-circle-fill" aria-title="Warning" title="Warning"></i>
+                    {{ message|safe }}
+                    <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+                </div>
+            {% elif category == "cookie_alert" %}
+                {% if not cookie_flash_flag.value %}
+                    <div class="alert alert-primary alert-dismissible fade show" id="cookie-alert" role="alert">
+                        <i class="bi bi-info-circle-fill" title="Cookie Alert" aria-title="Cookie Alert"></i>
+                        {{ message|safe }}
+                        <div class="d-flex justify-content-center w-100">
+                            <button type="button" id="dismiss-cookie-alert" class="btn btn-success" data-bs-dismiss="alert" aria-label="Close">Accept</button>
+                        </div>
+                    </div>
+                    {% set cookie_flash_flag.value = True %}
+                {% endif %}
+            {% else %}
+                <div class="alert alert-primary alert-dismissible fade show" role="alert">
+                    <i class="bi bi-info-circle-fill" title="Alert"></i>
+                    {{ message|safe }}
+                    <button type="button" class="btn-close" data-bs-dismiss="alert" aria-label="Close"></button>
+                </div>
+            {% endif %}
+        {% endfor %}
+    {% endif %}
+{% endwith %}
--- a/ref-test/app/analysis/templates/analysis/index.html
+++ b/ref-test/app/analysis/templates/analysis/index.html
@ -0,0 +1,54 @@
+{% extends "analysis/components/input-forms.html" %}
+
+{% block content %}
+    <h1>Analysis</h1>
+    <div class="container">
+        <div class="row">
+            <div class="col-sm">
+                <div class="card m-3">
+                    <div class="card-body">
+                        <h5 class="card-title">Exams</h5>
+                        <div class="card-text">
+                            <div class="form-select-input">
+                                <select name="select-test" id="select-test">
+                                    {% for test in tests %}
+                                        <option value="{{ test.id }}">{{ test.get_code() }}</option>
+                                    {% endfor %}
+                                </select>
+                            </div>
+                            <div class="my-3">
+                                <a href="{{ url_for('analysis._test') }}" class="btn btn-primary button-analyse" data-class="test">
+                                    <i class="bi bi-search button-icon"></i>
+                                    Analyse
+                                </a>
+                            </div>
+                        </div>
+                    </div>
+                </div>
+            </div>
+            <div class="col-sm">
+                <div class="card m-3">
+                    <div class="card-body">
+                        <h5 class="card-title">Datasets</h5>
+                        <div class="card-text">
+                            <div class="form-select-input">
+                                <select name="select-dataset" id="select-dataset">
+                                    {% for dataset in datasets %}
+                                        <option value="{{ dataset.id }}">{{ dataset.get_name() }}</option>
+                                    {% endfor %}
+                                </select>
+                            </div>
+                            <div class="my-3">
+                                <a href="{{ url_for('analysis._dataset') }}" class="btn btn-primary button-analyse" data-class="dataset">
+                                    <i class="bi bi-search button-icon"></i>
+                                    Analyse
+                                </a>
+                            </div>
+                        </div>
+                    </div>
+                </div>
+            </div>
+        </div>
+    </div>
+    {% include "analysis/components/client-alerts.html" %}
+{% endblock %}
--- a/ref-test/app/analysis/views.py
+++ b/ref-test/app/analysis/views.py
@ -0,0 +1,85 @@
+from ..models import Dataset, Test
+from ..tools.data import analyse, check_dataset_exists, check_test_exists
+from ..tools.logs import write
+from ..tools.data import parse_questions
+
+from flask import Blueprint, render_template, request, jsonify
+from flask.helpers import abort, flash, redirect, url_for
+from flask_login import login_required
+
+analysis = Blueprint(
+    name='analysis',
+    import_name=__name__,
+    template_folder='templates',
+    static_folder='static'
+)
+
+@analysis.route('/', methods=['GET','POST'])
+@login_required
+@check_dataset_exists
+@check_test_exists
+def _analysis():
+    try:
+        _tests = Test.query.all()
+        _datasets = Dataset.query.all()
+    except Exception as exception:
+        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+        return abort(500)
+    tests = [ test for test in _tests if test.entries ]
+    datasets = [ dataset for dataset in _datasets if dataset.entries ]
+    if request.method == 'POST':
+        selection = request.get_json()
+        if selection['class'] == 'test':
+            try:
+                test = Test.query.filter_by(id=selection['id']).first()
+            except Exception as exception:
+                write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+                return abort(500)
+            if not test: return jsonify({'error': 'Invalid entry ID.'}), 404
+            return url_for('analysis._test', id=selection['id']), 200
+        if selection['class'] == 'dataset':
+            try:
+                dataset = Dataset.query.filter_by(id=selection['id']).first()
+            except Exception as exception:
+                write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+                return abort(500)
+            if not dataset: return jsonify({'error': 'Invalid entry ID.'}), 404
+            return url_for('analysis._dataset', id=selection['id']), 200
+        return jsonify({'error': 'Invalid entry ID.'}), 404
+    return render_template('/analysis/index.html', tests=tests, datasets=datasets)
+
+@analysis.route('/test/<string:id>')
+@analysis.route('/test/')
+@login_required
+@check_test_exists
+def _test(id:str=None):
+    if id in [None, '']:
+        flash(message='Please select a valid exam.', category='error')
+        return redirect(url_for('analysis._analysis'))
+    try:
+        test = Test.query.filter_by(id=id).first()
+    except Exception as exception:
+        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+        return abort(500)
+    if not test:
+        flash('Invalid exam.', 'error')
+        return redirect(url_for('analysis._analysis'))
+    return render_template('/analysis/analysis.html', analysis=analyse(test), subject=test.get_code(), type='exam', dataset=test.dataset, questions=parse_questions(test.dataset.get_data()))
+
+@analysis.route('/dataset/<string:id>')
+@analysis.route('/dataset/')
+@login_required
+@check_dataset_exists
+def _dataset(id:str=None):
+    if id in [None, '']:
+        flash(message='Please select a valid dataset.', category='error')
+        return redirect(url_for('analysis._analysis'))
+    try:
+        dataset = Dataset.query.filter_by(id=id).first()
+    except Exception as exception:
+        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+        return abort(500)
+    if not dataset:
+        flash('Invalid dataset.', 'error')
+        return redirect(url_for('analysis._analysis'))
+    return render_template('/analysis/analysis.html', analysis=analyse(dataset), subject=dataset.get_name(), type='dataset', dataset=dataset, questions=parse_questions(dataset.get_data()))
--- a/ref-test/app/config.py
+++ b/ref-test/app/config.py
@ -12,6 +12,7 @@ class Config(object):
    SECRET_KEY = os.getenv('SECRET_KEY')
    SERVER_NAME = os.getenv('SERVER_NAME')
    SESSION_COOKIE_SECURE = True
+    WTF_CSRF_TIME_LIMIT = None

    """Email Engine Configuration"""
    MAIL_SERVER = os.getenv('MAIL_SERVER')
@ -37,7 +38,7 @@ class Config(object):
        MYSQL_USER = os.getenv('MYSQL_USER')
        MYSQL_PASSWORD = os.getenv('MYSQL_PASSWORD')
        SQLALCHEMY_DATABASE_URI = f'mysql+pymysql://{MYSQL_USER}:{MYSQL_PASSWORD}@{DATABASE_HOST}:{DATABASE_PORT}/{MYSQL_DATABASE}'
-    else: SQLALCHEMY_DATABASE_URI = f'sqlite:///{Path(os.path.abspath(f"{DATA}/database.db"))}'
+    else: SQLALCHEMY_DATABASE_URI = f'sqlite:///{Path(os.path.abspath(f"{DATA}/db.sqlite"))}'

 class Production(Config):
    pass
--- a/ref-test/app/editor/templates/editor/components/footer.html
+++ b/ref-test/app/editor/templates/editor/components/footer.html
@ -1,2 +1,2 @@
-<p>This web app was developed by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
 <p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
--- a/ref-test/app/editor/templates/editor/components/navbar.html
+++ b/ref-test/app/editor/templates/editor/components/navbar.html
@ -1,6 +1,6 @@
 <nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark">
    <div class="container">
-        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest (Beta) | Admin</a>
+        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest | Admin</a>
        <button
            class="navbar-toggler"
            type="button"
@ -20,8 +20,28 @@
                    </li>
                {% endif %}
                {% if current_user.is_authenticated %}
-                    <li class="nav-item" id="nav-results">
-                        <a href="{{ url_for('admin._view_entries') }}" id="link-results" class="nav-link">View Results</a>
+                    <li class="nav-item dropdown" id="nav-results">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-results"
+                            role="button"
+                            href="{{ url_for('admin._view_entries') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Results
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-results"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._view_entries', filter='active') }}" id="link-results" class="dropdown-item">View Results</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('analysis._analysis') }}" id="link-analysis" class="dropdown-item">Analysis</a>
+                            </li>
+                        </ul>
                    </li>
                    <li class="nav-item dropdown" id="nav-tests">
                        <a
@ -36,7 +56,7 @@
                        </a>
                        <ul
                            class="dropdown-menu"
-                            aria-labelledby="dropdown-settings"
+                            aria-labelledby="dropdown-tests"
                        >
                            <li>
                                <a href="{{ url_for('admin._tests', filter='active') }}" id="link-active" class="dropdown-item">Active</a>
@ -58,7 +78,7 @@
                    <li class="nav-item dropdown" id="nav-settings">
                        <a
                            class="nav-link dropdown-toggle"
-                            id="dropdown-account"
+                            id="dropdown-settings"
                            role="button"
                            href="{{ url_for('admin._settings') }}"
                            data-bs-toggle="dropdown"
--- a/ref-test/app/models/dataset.py
+++ b/ref-test/app/models/dataset.py
@ -8,16 +8,16 @@ from flask_login import current_user
 from werkzeug.utils import secure_filename

 from datetime import datetime
-from json import dump
+from json import dump, loads
 from os import path, remove
 from pathlib import Path
 from uuid import uuid4

 class Dataset(db.Model):
-
-    id = db.Column(db.String(36), primary_key=True)
+    id = db.Column(db.String(36), index=True, primary_key=True)
    name = db.Column(db.String(128), nullable=False)
    tests = db.relationship('Test', backref='dataset')
+    entries = db.relationship('Entry', backref='dataset')
    creator_id = db.Column(db.String(36), db.ForeignKey('user.id'))
    date = db.Column(db.DateTime, nullable=False)
    default = db.Column(db.Boolean, default=False, nullable=True)
@ -116,6 +116,12 @@ class Dataset(db.Model):
        file_path = path.join(data, 'questions', filename)
        return file_path
    
+    def get_data(self):
+        dataset_path = self.get_file()
+        with open(dataset_path, 'r') as _dataset:
+            data = loads(_dataset.read())
+        return data
+
    def update(self, data:list=None, default:bool=False):
        self.date = datetime.now()
        if default: self.make_default()
--- a/ref-test/app/models/entry.py
+++ b/ref-test/app/models/entry.py
@ -2,6 +2,7 @@ from ..extensions import db, mail
 from ..tools.encryption import decrypt, encrypt
 from ..tools.logs import write
 from .test import Test
+from .dataset import Dataset

 from flask_login import current_user
 from flask_mail import Message
@ -11,16 +12,16 @@ from datetime import datetime, timedelta
 from uuid import uuid4

 class Entry(db.Model):
-
-    id = db.Column(db.String(36), primary_key=True)
+    id = db.Column(db.String(36), index=True, primary_key=True)
    first_name = db.Column(db.String(128), nullable=False)
    surname = db.Column(db.String(128), nullable=False)
    email = db.Column(db.String(128), nullable=False)
    club = db.Column(db.String(128), nullable=True)
    test_id = db.Column(db.String(36), db.ForeignKey('test.id'))
+    dataset_id = db.Column(db.String(36), db.ForeignKey('dataset.id'))
    user_code = db.Column(db.String(6), nullable=True)
-    start_time = db.Column(db.DateTime, nullable=True)
-    end_time = db.Column(db.DateTime, nullable=True)
+    start_time = db.Column(db.DateTime, index=True, nullable=True)
+    end_time = db.Column(db.DateTime, index=True, nullable=True)
    status = db.Column(db.String(16), nullable=True)
    valid = db.Column(db.Boolean, default=True, nullable=True)
    answers = db.Column(MutableJson, nullable=True)
--- a/ref-test/app/models/test.py
+++ b/ref-test/app/models/test.py
@ -9,10 +9,9 @@ import secrets
 from uuid import uuid4

 class Test(db.Model):
-    
-    id = db.Column(db.String(36), primary_key=True)
-    code = db.Column(db.String(36), nullable=False)
-    start_date = db.Column(db.DateTime, nullable=True)
+    id = db.Column(db.String(36), index=True, primary_key=True)
+    code = db.Column(db.String(36), index=True, nullable=False)
+    start_date = db.Column(db.DateTime, index=True, nullable=True)
    end_date = db.Column(db.DateTime, nullable=True)
    time_limit = db.Column(db.Integer, nullable=True)
    creator_id = db.Column(db.String(36), db.ForeignKey('user.id'))
--- a/ref-test/app/models/user.py
+++ b/ref-test/app/models/user.py
@ -11,11 +11,11 @@ from werkzeug.security import check_password_hash, generate_password_hash
 import secrets
 from uuid import uuid4
 class User(UserMixin, db.Model):
-    id = db.Column(db.String(36), primary_key=True)
+    id = db.Column(db.String(36), index=True, primary_key=True)
    username = db.Column(db.String(128), nullable=False)
    password = db.Column(db.String(128), nullable=False)
    email = db.Column(db.String(128), nullable=False)
-    reset_token = db.Column(db.String(20), nullable=True)
+    reset_token = db.Column(db.String(20), index=True, nullable=True)
    verification_token = db.Column(db.String(20), nullable=True)
    tests = db.relationship('Test', backref='creator')
    datasets = db.relationship('Dataset', backref='creator')
--- a/ref-test/app/quiz/templates/quiz/client.html
+++ b/ref-test/app/quiz/templates/quiz/client.html
@ -14,6 +14,9 @@
        <div class="container quiz-start-text">
            You can use this panel to adjust the display settings for the exam. Please use the menu below to select the font face and font size. Below is a sample question so you can see how the exam will render with your chosen settings.
        </div>
+        <div class="container quiz-start-text">
+            These settings will be stored locally on your browser window. No information about your preferences below will be collected by the app.
+        </div>
        <div class="alert alert-primary quiz-start-text" role="alert">
            <strong>Note</strong>: Some fonts may not be available depending on your device and/or operating system.
        </div>
--- a/ref-test/app/quiz/templates/quiz/components/base.html
+++ b/ref-test/app/quiz/templates/quiz/components/base.html
@ -17,7 +17,7 @@
        />
        {% block style %}
        {% endblock %}
-        <title>{% block title %} SKA Referee Test Beta {% endblock %}</title>
+        <title>{% block title %} SKA Referee Test {% endblock %}</title>
        {% include "quiz/components/og-meta.html" %}
    </head>
    <body class="bg-light">
@ -56,6 +56,8 @@
            integrity="sha384-QJHtvGhmr9XOIpI6YVutG+2QOK9T+ZnN4kzFN1RtK3zEFEIsxhlmWl5/YESvpZ13"
            crossorigin="anonymous"
        ></script>
+        <!-- jQuery UI -->
+        <script src="https://code.jquery.com/ui/1.13.2/jquery-ui.js"></script>
        <!-- Custom js -->
        <script type="text/javascript">
            var csrf_token = "{{ csrf_token() }}";
--- a/ref-test/app/quiz/templates/quiz/components/footer.html
+++ b/ref-test/app/quiz/templates/quiz/components/footer.html
@ -1,3 +1,3 @@
-<p>This web app was developed by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
 <p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
 <p>OpenDyslexic 3 is an open source typeface created by Abbie Gonzalez, licensed under a <a href="https://scripts.sil.org/OFL">SIL-OFL</a>. More information about OpenDyslexic is available <a href="https://opendyslexic.org/">on the project web site</a>.</p>
--- a/ref-test/app/quiz/templates/quiz/components/navbar.html
+++ b/ref-test/app/quiz/templates/quiz/components/navbar.html
@ -1,6 +1,6 @@
 <nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark" id="primary-nav">
    <div class="container">
-        <p class="navbar-brand mb-0 h1">SKA Refereeing Test (Beta)</p>
+        <p class="navbar-brand mb-0 h1">SKA Refereeing Test</p>
        <div class="quiz-console w-100" style="display: none;" id="q-topbar">
            <div class="d-flex justify-content align-middle">
                <div class="container d-flex justify-content-center">
--- a/ref-test/app/quiz/templates/quiz/instructions.html
+++ b/ref-test/app/quiz/templates/quiz/instructions.html
@ -3,13 +3,36 @@
 {% block content %}
    <div class="instruction-container">
        <h3>Instructions</h3>
+        <p>
+            Thank you for putting yourself forward to sit the SKA Referee Theory Exam. Please read the following instructions carefully.
+        </p>
+        <h4>
+            Taking the Exam
+        </h4>
        <ul>
            <li>
-                The exam comprises 100 multiple-choice questions.
+                The exam consists of 100 questions, all of them multiple choice with two or three options, which are designed to test your knowledge of a wide range of rules. For each question, answer what decision you would give as a referee unless the question instructs otherwise.
            </li>
            <li>
-                For each question, answer what decision you would give as a referee unless the question instructs otherwise.
+                It should take around an hour to complete.
            </li>
+            <li>
+                The exam should be taken under exam conditions. Materials such as the official rules, guidelines, revision resources, or similar should not be consulted during the test.
+            </li>
+            <li>
+                We would remind candidates that whilst we are relying on your honesty in this test, your theory knowledge will make up a part of the practical assessment when you are observed refereeing a game.
+            </li>
+            <li>
+                You also may not discuss the test with any other person while you are sitting it. 
+            </li>
+            <li>
+                If you have any queries before the exam or would like further feedback on the test, your emails are welcome.
+            </li>
+        </ul>
+        <h4>
+            Using the Web App
+        </h4>
+        <ul>
            <li>
                You will be able to customise the display settings of the exam from the settings panel by clicking on the red gear button <a class="btn btn-danger" aria-title="Settings" title="Settings" onclick="return false;"><i class="bi bi-gear-fill"></i></a>.
            </li>
@ -17,7 +40,7 @@
                You can view your progress at a glance, as well as navigate to any question in the quiz, using the question grid, accessed via the yellow grid button <a class="btn btn-warning" aria-title="Question Grid" title="Question Grid" onclick="return false;"><i class="bi bi-table"></i></a>.
            </li>
            <li>
-                If you are unsure of the answer to a question or would like to revise a question, you can flag the question to review it later on using the flag button button <a class="btn btn-secondary" id="q-nav-flag" title="Flag Button." onclick="return false;"><i class="bi bi-flag-fill"></i></a>.
+                If you are unsure of the answer to a question or would like to return to a question later, you can flag the question using the flag button button <a class="btn btn-secondary" id="q-nav-flag" title="Flag Button." onclick="return false;"><i class="bi bi-flag-fill"></i></a> to serve as a reminder for you to come back to it later.
            </li>
        </ul>
    </div>
@ -46,7 +69,7 @@
            Results
        </h4>
        <p>
-            The results of your exam will be processed immediately and sent to the SKA Refereeing Coordinator. You will also be emailed a copy of your results.
+            The results of your exam will be processed immediately and sent to the SKA Refereeing Coordinator. You will also be emailed a copy of your results. If you do not receive an email, make sure to check your spam folder.
        </p>
        <p>
            When you are ready to begin the quiz, click the following button.
--- a/ref-test/app/quiz/templates/quiz/start_quiz.html
+++ b/ref-test/app/quiz/templates/quiz/start_quiz.html
@ -1,6 +1,10 @@
 {% extends "quiz/components/base.html" %}
 {% import "bootstrap/wtf.html" as wtf %}

+{% block style %}
+    <link rel="stylesheet" href="https://code.jquery.com/ui/1.13.2/themes/base/jquery-ui.css">
+{% endblock %}
+
 {% block content %}
    <div class="form-container">
        <form name="form-quiz-start" class="form-quiz-start">
@ -44,3 +48,13 @@
        </form>
    </div>
 {% endblock %}
+{% block script %}
+    <script>
+        $( function() {
+            const clubs = {{ clubs|tojson }}
+            $('#club').autocomplete({
+                source: clubs
+            })
+        } )
+    </script>
+{% endblock %}
--- a/ref-test/app/quiz/views.py
+++ b/ref-test/app/quiz/views.py
@ -29,6 +29,23 @@ def _instructions():

@quiz.route('/start/', methods=['GET', 'POST'])
 def _start():
+    clubs = [
+        'Dundee Korfball Club',
+        'Edinburgh City Korfball Club',
+        'Edinburgh Mavericks Korfball Club',
+        'Edinburgh University Korfball Club',
+        'Glasgow Korfball Club',
+        'Saint Andrews University Korfball Club',
+        'Strathclyde University Korfball Club'
+    ]
+    try: entries = Entry.query.all()
+    except Exception as exception:
+        write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
+        return abort(500)
+    for entry in entries: clubs.append(entry.get_club())
+    clubs = list(set(clubs))
+    try: clubs.remove('')
+    except: pass
    form = StartQuiz()
    if request.method == 'POST':
        if form.validate_on_submit():
@ -42,10 +59,11 @@ def _start():
            except Exception as exception:
                write('system.log', f'Database error when processing request \'{request.url}\': {exception}')
                return abort(500)
+            if not test:  return jsonify({'error': 'The exam code you entered is invalid.'}), 400
            entry.test = test
+            entry.dataset = test.dataset
            entry.user_code = request.form.get('user_code')
            entry.user_code = None if entry.user_code == '' else entry.user_code.lower()
-            if not test:  return jsonify({'error': 'The exam code you entered is invalid.'}), 400
            if entry.user_code and entry.user_code not in test.adjustments: return jsonify({'error': f'The user code you entered is not valid.'}), 400
            if test.end_date < datetime.now(): return jsonify({'error': f'The exam code you entered expired on {test["expiry_date"].strftime("%d %b %Y %H:%M")}.'}), 400
            if test.start_date > datetime.now(): return jsonify({'error': f'The exam has not yet opened. Your exam code will be valid from {test["start_date"].strftime("%d %b %Y %H:%M")}.'}), 400
@ -58,7 +76,7 @@ def _start():
                }), 200
            return jsonify({'error': 'There was an error processing the user test and/or user codes.'}), 400
        return send_errors_to_client(form=form)
-    return render_template('/quiz/start_quiz.html', form = form)
+    return render_template('/quiz/start_quiz.html', form = form, clubs = clubs)

@quiz.route('/quiz/')
 def _quiz():
--- a/ref-test/app/templates/404.html
+++ b/ref-test/app/templates/404.html
@ -18,7 +18,7 @@
        <link rel="shortcut icon" href="{{ url_for('views.static', filename='favicon.ico') }}">
        {% block style %}
        {% endblock %}
-        <title>{% block title %} SKA Referee Test Beta {% endblock %}</title>
+        <title>{% block title %} SKA Referee Test {% endblock %}</title>
    </head>
    <body class="bg-light">

--- a/ref-test/app/templates/components/base.html
+++ b/ref-test/app/templates/components/base.html
@ -17,7 +17,7 @@
        />
        {% block style %}
        {% endblock %}
-        <title>{% block title %} SKA Referee Test Beta {% endblock %}</title>
+        <title>{% block title %} SKA Referee Test {% endblock %}</title>
        {% include "components/og-meta.html" %}
    </head>
    <body class="bg-light">
--- a/ref-test/app/templates/components/footer.html
+++ b/ref-test/app/templates/components/footer.html
@ -1,3 +1,3 @@
-<p>This web app was developed by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
 <p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
 <p>OpenDyslexic 3 is an open source typeface created by Abbie Gonzalez, licensed under a <a href="https://scripts.sil.org/OFL">SIL-OFL</a>. More information about OpenDyslexic is available <a href="https://opendyslexic.org/">on the project web site</a>.</p>
--- a/ref-test/app/templates/components/navbar.html
+++ b/ref-test/app/templates/components/navbar.html
@ -1,6 +1,6 @@
 <nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark" id="primary-nav">
    <div class="container">
-        <p class="navbar-brand mb-0 h1">SKA Refereeing Test (Beta)</p>
+        <p class="navbar-brand mb-0 h1">SKA Refereeing Test</p>
        <div class="quiz-console w-100" style="display: none;" id="q-topbar">
            <div class="d-flex justify-content align-middle">
                <div class="container d-flex justify-content-center">
--- a/ref-test/app/templates/privacy.html
+++ b/ref-test/app/templates/privacy.html
@ -3,9 +3,19 @@
 {% block content %}
    <h1>Privacy Policy</h1>

+    <ul>
+        <li>
            This web app stores data using cookies. The web site only stores the minimum information it needs to function.
-    <h5>Site Administrators</h5>
+        </li>
+        <li>
+            All data stored on this app can be accessed by the SKA Committee and the maintainer of this app.
+        </li>
+        <li>
+            This app is currently maintained by Vivek Santayana, a member of the Edinburgh City Korfball Club, with the permission of the SKA Committee.
+        </li>
+    </ul>

+    <h5>Site Administrators</h5>
    <ul>
        <li>For site administrators, this web site uses encrypted cookies to store data from your log-in session.</li>
        <li>User information for administrators is encrypted and stored in a secure database, and are expunged when an account is deleted.</li>
@ -13,14 +23,14 @@
    
    <h5>Test Candidates</h5>
    <ul>
-        <li>The web site will not be trackin your log in, and all information about your test attempt will be stored on your device until you submit it to the server.</li>
+        <li>The web site will not be tracking your log in, and all information about your test attempt will be stored on your device until you submit it to the server.</li>
        <li>Data from your test, including identifying information such as your name and email address, will be recorded by the Scottish Korfball Association in order to oversee the training and qualification of referees.</li>
        <li>These records will be kept for three years or until the expiration of the theory exam qualification (whichever is later), and will be expunged securely thereafter.</li>
-        <li>All identifying information about candidates will be encrypted and stored in a secure database.</li>
+        <li>All identifying information about candidates will be encrypted and stored in a secure database administered by the maintainer of this app.</li>
    </ul>

    <h5>Requests to Delete Data</h5>
    <ul>
-        <li>You can request to have any of your data that is held here deleted by emailing <a href="mailto:refereeing@scotlandkorfball.co.uk">refereeing@scotlandkorfball.co.uk</a>.</li>
+        <li>You can request to view or delete data that the app stores about you by emailing <a href="mailto:refereeing@scotlandkorfball.co.uk">refereeing@scotlandkorfball.co.uk</a>.</li>
    </ul>
 {% endblock %}
--- a/ref-test/app/tools/auth.py
+++ b/ref-test/app/tools/auth.py
@ -1,4 +1,3 @@
-from .data import load
 from ..models import User
 from ..tools.logs import write

--- a/ref-test/app/tools/data.py
+++ b/ref-test/app/tools/data.py
@ -1,4 +1,4 @@
-from ..models import Dataset
+from ..models import Dataset, Test
 from ..tools.logs import write

 from flask import current_app as app
@ -7,6 +7,8 @@ from flask.helpers import abort, flash, redirect, url_for
 import json
 from pathlib import Path
 from random import shuffle
+from statistics import mean, median, stdev
+from typing import Union
 from functools import wraps

 def load(filename:str):
@ -85,3 +87,82 @@ def check_dataset_exists(function):
            return redirect(url_for('admin._questions'))
        return function(*args, **kwargs)
    return wrapper
+
+def check_test_exists(function):
+    @wraps(function)
+    def wrapper(*args, **kwargs):
+        try: tests = Test.query.all()
+        except Exception as exception:
+            write('system.log', f'Database error when checking existing datasets: {exception}')
+            return abort(500)
+        if not tests:
+            flash('There are no exams configured. Please create an exam first.', 'error')
+            return redirect(url_for('admin._tests'))
+        return function(*args, **kwargs)
+    return wrapper
+
+def analyse(subject:Union[Dataset,Test]) -> dict:
+    output = {
+        'answers': {},
+        'entries': 0,
+        'grades': {
+            'merit': 0,
+            'pass': 0,
+            'fail': 0
+        },
+        'scores': {
+            'mean': 0,
+            'median': 0,
+            'stdev': 0
+        }
+    }
+    scores_raw = []
+    if isinstance(subject, Test):
+        for entry in subject.entries:
+            if entry.answers:
+                for question, answer in entry.answers.items():
+                    if int(question) not in output['answers']: output['answers'][int(question)] = {}
+                    if int(answer) not in output['answers'][int(question)]: output['answers'][int(question)][int(answer)] = 0
+                    output['answers'][int(question)][int(answer)] += 1
+            if entry.result:
+                output['entries'] += 1
+                output['grades'][entry.result['grade']] += 1
+                scores_raw.append(int(entry.result['score']))        
+    else:
+        for test in subject.tests:
+            for entry in test.entries:
+                if entry.answers:
+                    for question, answer in entry.answers.items():
+                        if int(question) not in output['answers']: output['answers'][int(question)] = {}
+                        if int(answer) not in output['answers'][int(question)]: output['answers'][int(question)][int(answer)] = 0
+                        output['answers'][int(question)][int(answer)] += 1
+                if entry.result:
+                    output['entries'] += 1
+                    output['grades'][entry.result['grade']] += 1
+                    scores_raw.append(entry.result['score'])
+    output['scores']['mean'] = mean(scores_raw)
+    output['scores']['median'] = median(scores_raw)
+    output['scores']['stdev'] = stdev(scores_raw, output['scores']['mean']) if len(scores_raw) > 1 else None
+    return output
+
+def parse_questions(dataset:list):
+    output = []
+    for block in dataset:
+        if block['type'] == 'question':
+            question = {
+                'q_no': block['q_no'],
+                'tags': block['tags'],
+                'correct': block['correct']
+            }
+            question['options'] = [*enumerate(block['options'])]
+            output.append(question)
+        elif block['type'] == 'block':
+            for _question in block['questions']:
+                question = {
+                    'q_no': _question['q_no'],
+                    'tags': _question['tags'],
+                    'correct': _question['correct']
+                }
+                question['options'] = [*enumerate(_question['options'])]
+                output.append(question)
+    return output
--- a/ref-test/app/tools/forms.py
+++ b/ref-test/app/tools/forms.py
@ -1,5 +1,3 @@
-
-from ..extensions import db
 from ..tools.logs import write

 from flask import jsonify
--- a/ref-test/app/tools/test.py
+++ b/ref-test/app/tools/test.py
@ -10,9 +10,10 @@ from functools import wraps
 def parse_test_code(code):
    return code.replace('—', '').lower()

-def generate_questions(dataset:list):
+def generate_questions(dataset:list, randomise:bool=True):
    output = []
-    for block in randomise_list(dataset):
+    question_dataset = randomise_list(dataset) if randomise else dataset
+    for block in question_dataset:
        if block['type'] == 'question':
            question = {
                'type': 'question',
@ -20,11 +21,12 @@ def generate_questions(dataset:list):
                'question_header': '',
                'text': block['text']
            }
-            if block['q_type'] == 'Multiple Choice': question['options'] = randomise_list([*enumerate(block['options'])])
+            if block['q_type'] == 'Multiple Choice' and randomise: question['options'] = randomise_list([*enumerate(block['options'])])
            else: question['options'] = [*enumerate(block['options'])]
            output.append(question)
        elif block['type'] == 'block':
-            for key, _question in enumerate(randomise_list(block['questions'])):
+            block_questions = randomise_list(block['questions']) if randomise else block['questions']
+            for key, _question in enumerate(block_questions):
                question = {
                    'type': 'block',
                    'q_no': _question['q_no'],
@ -33,7 +35,7 @@ def generate_questions(dataset:list):
                    'block_q_no': key,
                    'text': _question['text']
                }
-                if _question['q_type'] == 'Multiple Choice': question['options'] = randomise_list([*enumerate(_question['options'])])
+                if _question['q_type'] == 'Multiple Choice' and randomise: question['options'] = randomise_list([*enumerate(_question['options'])])
                else: question['options'] = [*enumerate(_question['options'])]
                output.append(question)
    return output
--- a/ref-test/app/view/static/js/view.js
+++ b/ref-test/app/view/static/js/view.js
@ -110,6 +110,27 @@ function parse_data(data) {
    }
 }

+// Analyse Button
+$('.dataset-analyse').click(function(event) {
+    
+    let id = $(this).data('id')
+
+    $.ajax({
+        url: `/admin/analysis/`,
+        type: 'POST',
+        data: JSON.stringify({'id': id, 'class': 'dataset'}),
+        contentType: 'application/json',
+        success: function(response) {
+            window.location.href = response
+        },
+        error: function(response){
+            error_response(response)
+        },
+    })
+
+    event.preventDefault()
+})
+
 // Fetch data once page finishes loading
 $(window).on('load', function() {
    $.ajax({
--- a/ref-test/app/view/templates/view/components/footer.html
+++ b/ref-test/app/view/templates/view/components/footer.html
@ -1,2 +1,2 @@
-<p>This web app was developed by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
+<p>This web app was developed and is maintained by Vivek Santayana. The source code for the web app, excluding any data pertaining to the questions in the quiz, is freely available at <a href="https://git.vsnt.uk/viveksantayana/ska-referee-test">Vivek&rsquo;s personal GIT repository</a> under an MIT License.</p>
 <p>All questions in the test are &copy; The Scottish Korfball Association {{ now.year }}. All rights are reserved.</p>
--- a/ref-test/app/view/templates/view/components/navbar.html
+++ b/ref-test/app/view/templates/view/components/navbar.html
@ -1,6 +1,6 @@
 <nav class="navbar fixed-top navbar-expand-md navbar-dark bg-dark">
    <div class="container">
-        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest (Beta) | Admin</a>
+        <a href="{{ url_for('admin._home') }}" class="navbar-brand mb-0 h1">RefTest | Admin</a>
        <button
            class="navbar-toggler"
            type="button"
@ -20,8 +20,28 @@
                    </li>
                {% endif %}
                {% if current_user.is_authenticated %}
-                    <li class="nav-item" id="nav-results">
-                        <a href="{{ url_for('admin._view_entries') }}" id="link-results" class="nav-link">View Results</a>
+                    <li class="nav-item dropdown" id="nav-results">
+                        <a
+                            class="nav-link dropdown-toggle"
+                            id="dropdown-results"
+                            role="button"
+                            href="{{ url_for('admin._view_entries') }}"
+                            data-bs-toggle="dropdown"
+                            aria-expanded="false"
+                        >
+                            Results
+                        </a>
+                        <ul
+                            class="dropdown-menu"
+                            aria-labelledby="dropdown-results"
+                        >
+                            <li>
+                                <a href="{{ url_for('admin._view_entries', filter='active') }}" id="link-results" class="dropdown-item">View Results</a>
+                            </li>
+                            <li>
+                                <a href="{{ url_for('analysis._analysis') }}" id="link-analysis" class="dropdown-item">Analysis</a>
+                            </li>
+                        </ul>
                    </li>
                    <li class="nav-item dropdown" id="nav-tests">
                        <a
@ -36,7 +56,7 @@
                        </a>
                        <ul
                            class="dropdown-menu"
-                            aria-labelledby="dropdown-settings"
+                            aria-labelledby="dropdown-tests"
                        >
                            <li>
                                <a href="{{ url_for('admin._tests', filter='active') }}" id="link-active" class="dropdown-item">Active</a>
@ -58,7 +78,7 @@
                    <li class="nav-item dropdown" id="nav-settings">
                        <a
                            class="nav-link dropdown-toggle"
-                            id="dropdown-account"
+                            id="dropdown-settings"
                            role="button"
                            href="{{ url_for('admin._settings') }}"
                            data-bs-toggle="dropdown"
--- a/ref-test/app/view/templates/view/console.html
+++ b/ref-test/app/view/templates/view/console.html
@ -100,7 +100,18 @@
                </div>
            {% endif %}
        </div>
-        
+        <div class="d-flex justify-content-center">
+            <a
+                href="#"
+                class="btn btn-success dataset-analyse {% if not dataset.entries %} disabled {% endif %}"
+                data-id="{{dataset.id}}"
+                title="Analyse Answers"
+                data-action="analyse"
+            >
+                <i class="bi bi-search button-icon"></i>
+                Analyse Answers
+            </a>
+        </div>
    </div>
 {% endblock %}

--- a/ref-test/app/view/views.py
+++ b/ref-test/app/view/views.py
@ -43,4 +43,4 @@ def _view_console(id:str=None):
    if not dataset:
        flash('Invalid dataset ID.', 'error')
        return redirect(url_for('admin._questions'))
-    return render_template('/view/console.html', dataset=dataset, datasets=datasets, users=users)
+    return render_template('/view/console.html', dataset=dataset)
--- a/ref-test/requirements.txt
+++ b/ref-test/requirements.txt
@ -1,29 +1,33 @@
 blinker==1.5
 cffi==1.15.1
 click==8.1.3
-cryptography==37.0.4
-dnspython==2.2.1
+cryptography==39.0.2
+dnspython==2.3.0
 dominate==2.7.0
-email-validator==1.2.1
-Flask==2.2.2
+email-validator==1.3.1
+Flask==2.2.3
 Flask-Bootstrap==3.3.7.1
 Flask-Login==0.6.2
 Flask-Mail==0.9.1
-Flask-SQLAlchemy==2.5.1
-Flask-WTF==1.0.1
-greenlet==1.1.2
+Flask-SQLAlchemy==3.0.3
+Flask-WTF==1.1.1
+greenlet==2.0.2
 gunicorn==20.1.0
-idna==3.3
+idna==3.4
 itsdangerous==2.1.2
 Jinja2==3.1.2
-MarkupSafe==2.1.1
+MarkupSafe==2.1.2
+pip==23.0.1
 pycparser==2.21
 PyMySQL==1.0.2
-python-dotenv==0.20.0
+python-dotenv==1.0.0
+setuptools==67.4.0
 six==1.16.0
-SQLAlchemy==1.4.40
+SQLAlchemy==2.0.4
 sqlalchemy-json==0.5.0
-SQLAlchemy-Utils==0.38.3
+SQLAlchemy-Utils==0.40.0
+typing_extensions==4.5.0
 visitor==0.1.3
-Werkzeug==2.2.2
+Werkzeug==2.2.3
+wheel==0.38.4
 WTForms==3.0.1
Author	SHA1	Message	Date
Vivek Santayana	502e694a17	Merge branch 'development'	2023-10-20 20:59:35 +01:00
Vivek Santayana	d28cd6daed	Updated instructions for the test	2023-10-20 20:58:50 +01:00
Vivek Santayana	58782f6db7	Merge branch 'development'	2023-07-01 21:49:21 +01:00
Vivek Santayana	57b25cd214	Formatted DataTable date to ISO-8601 for sorting	2023-07-01 21:48:36 +01:00
Vivek Santayana	666e12253e	Merge branch 'development'	2023-07-01 21:33:04 +01:00
Vivek Santayana	8013a776a9	Merge branch 'development' of ssh://git.vsnt.uk:2222/viveksantayana/ska-referee-test into development	2023-07-01 21:26:24 +01:00
Vivek Santayana	aa1f46ee62	Bugfix: response to invalid exam codes	2023-07-01 21:24:29 +01:00
Vivek Santayana	dbd8d6bbe3	Serve static files for analysis directly	2023-03-07 11:38:04 +00:00
Vivek Santayana	fed46eaa1e	Bugfix: stdev exception when only one test	2023-03-07 11:21:41 +00:00
Vivek Santayana	79ad96a93f	Added additional statistics and improvements to UI	2023-03-05 03:05:42 +00:00
Vivek Santayana	ba851cb7dc	Added analysis UI	2023-03-05 00:33:15 +00:00
Vivek Santayana	fcc4d55947	Delete redundant lines	2023-03-05 00:32:15 +00:00
Vivek Santayana	a56358b8dd	Added question parser for analysis	2023-03-05 00:31:33 +00:00
Vivek Santayana	179a608089	Made randomising of question order optional	2023-03-05 00:29:25 +00:00
Vivek Santayana	a1289da09c	Added analysis button and scripting	2023-03-05 00:28:54 +00:00
Vivek Santayana	ea86fd9ae6	Updated parameter for new library version	2023-03-05 00:27:30 +00:00
Vivek Santayana	76d60546e2	Cleared whitespace	2023-03-05 00:27:03 +00:00
Vivek Santayana	9a02048199	Added get_file method to datasets	2023-03-05 00:26:39 +00:00
Vivek Santayana	c9ad8e87cd	Bugfix: rendering htm elements in results page	2023-03-04 19:48:49 +00:00
Vivek Santayana	3714919ba5	Add analysis function	2023-03-04 18:56:34 +00:00
Vivek Santayana	1026cc71a9	Add dataset to entry on creation	2023-03-04 18:56:10 +00:00
Vivek Santayana	07fb170656	Add dataset and entry relation to database models	2023-03-04 18:55:30 +00:00
Vivek Santayana	1ea93994ab	Load and register analysis module blueprints	2023-03-04 18:54:47 +00:00
Vivek Santayana	607b132996	Removed passing of unused values	2023-03-04 18:54:02 +00:00
Vivek Santayana	7aa4d81e65	Corrected indentation	2023-03-04 18:53:02 +00:00
Vivek Santayana	0ef39dcfbe	Update navbars	2023-03-04 18:52:13 +00:00
Vivek Santayana	e1517b89c0	Add analysis module	2023-03-04 18:51:50 +00:00
Vivek Santayana	d0ed228824	Updated libraries	2023-03-04 18:49:35 +00:00
Vivek Santayana	a2c52a4261	Corrected value to id property of entry	2023-02-28 20:59:12 +00:00
Vivek Santayana	b2c9bdd7d2	Removed CSRF time limit	2023-02-28 20:37:23 +00:00
Vivek Santayana	7536c33a48	Tidied up form. Removed help text.	2023-02-03 17:08:50 +00:00
Vivek Santayana	850c2b13b7	Data use disclaimer for UI choices	2023-02-03 17:02:32 +00:00
Vivek Santayana	eb69979f59	Spelling consistency advice	2023-02-03 17:02:16 +00:00
Vivek Santayana	95cea46a8f	Merge branch 'master' into development	2023-02-03 16:31:41 +00:00
Vivek Santayana	02a1129390	Adding jquery ui css Nesting script inside jquery function call	2023-02-03 16:26:31 +00:00
Vivek Santayana	438e09f1ec	Bugfix: club field selector	2023-02-03 16:15:50 +00:00
Vivek Santayana	9241e1c0f7	Added club suggestion auto-complete	2023-02-03 16:06:06 +00:00
Vivek Santayana	8deefb9035	Bugfix: displaying scores for incomplete entries	2023-02-02 22:44:19 +00:00
Vivek Santayana	4f2984deea	Bugfix: exception for incomplete entry dates	2023-02-02 22:38:49 +00:00
Vivek Santayana	70d2325579	Bugfix: datetime reference	2023-02-02 22:26:19 +00:00
Vivek Santayana	36d840c752	Typo	2023-02-02 22:16:29 +00:00
Vivek Santayana	4400446718	Bugfix: Sorting for empty dates	2023-02-02 22:16:09 +00:00
Vivek Santayana	adead30a77	Updated privacy policy	2022-11-01 08:51:03 +00:00
Vivek Santayana	487f24732d	Copy edit privacy notice.	2022-11-01 08:50:46 +00:00
Vivek Santayana	3c06cebddf	Updated credit in footer to identify maintainer.	2022-11-01 08:48:54 +00:00
Vivek Santayana	d1d52fa4b6	source /home/vivek/Git/ska-referee-test/ref-test/env/bin/activateMerge branch 'development'	2022-09-13 12:05:37 +01:00
Vivek Santayana	80dc8b3cff	Fixed docker-compose depends_on mappings	2022-09-13 12:03:40 +01:00
Vivek Santayana	a9ccd64de2	Updated dependency list	2022-09-13 11:17:17 +01:00
Vivek Santayana	f5b9758bb1	Removed unused imports	2022-09-13 11:17:03 +01:00
Vivek Santayana	84570d5974	Added indices to various database fields	2022-09-13 11:01:28 +01:00
Vivek Santayana	edb8241ad3	Removed the word Beta from site title	2022-09-13 11:00:53 +01:00
Vivek Santayana	644a539ed9	Changed to conventional extension for sqlite db	2022-09-13 11:00:07 +01:00
Vivek Santayana	f05568b0de	source /home/vivek/Git/ska-referee-test/ref-test/env/bin/activateMerge branch 'development'	2022-08-27 09:44:07 +01:00
Vivek Santayana	da4a3e41c6	Bugfix: Wrong account password for updating user	2022-08-27 09:42:48 +01:00
Vivek Santayana	77f86f7102	Bugfix: Corrected dataset name in test editor	2022-08-23 11:03:18 +01:00
Vivek Santayana	358695977f	Docker compose glitches	2022-08-20 18:21:52 +01:00