### Install Pandas and TQDM for Bulk Import

Source: https://github.com/deign86/cinesense/blob/main/README.md

Installs the pandas and tqdm libraries required for bulk movie data processing.

```bash
pip install pandas tqdm
```

--------------------------------

### Run Development Server

Source: https://github.com/deign86/cinesense/blob/main/README.md

Starts the Django development server.

```bash
python manage.py runserver
```

--------------------------------

### Install Project Dependencies

Source: https://github.com/deign86/cinesense/blob/main/README.md

Installs all necessary Python packages listed in the requirements.txt file.

```bash
pip install -r requirements.txt
```

--------------------------------

### Example Bulk Movie Import Execution

Source: https://github.com/deign86/cinesense/blob/main/README.md

Demonstrates the command-line execution of the bulk movie import process with specific parameters and shows the expected output format.

```bash
$ python manage.py import_movies --bulk --file=TMDB_all_movies.csv --limit=500000

📁 Detected format: CSV
   ✨ Using Kaggle CSV parser (includes IMDB ratings!)

Loading existing movie IDs for deduplication...
Found 178 existing movies with TMDB IDs

🎬 Starting bulk import from TMDB_all_movies.csv...
   Limit: 500,000 movies
   Batch size: 1,000
   Only released: True
   Min votes: 0

Importing: 100%|██████████| 500000/500000 [04:52<00:00, 1710.42movies/s]

============================================================
✅ BULK IMPORT COMPLETE!
============================================================
   📥 Imported:        487,234 new movies
   ⏭️  Skipped (exist): 178
   ⚠️  Skipped (invalid):12,588
   ⏱️  Time elapsed:    292.4 seconds
   🚀 Import rate:     1,666 movies/second
============================================================

📊 Total movies in database: 487,412
```

--------------------------------

### Configure Environment Variables

Source: https://github.com/deign86/cinesense/blob/main/README.md

Example of a .env file for configuring OMDB API Key and Django settings.

```env
# OMDB API Key (get free key at https://www.omdbapi.com/apikey.aspx)
OMDB_API_KEY=your_api_key_here

# Django Settings (optional)
DEBUG=True
SECRET_KEY=your-secret-key-here
```

--------------------------------

### Python F-string Example

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Shows how to use f-strings for formatted string output in Python, embedding variables directly into strings.

```python
f"{self.title} ({self.year})"
```

--------------------------------

### Interactive Rating Session CLI Tool

Source: https://github.com/deign86/cinesense/blob/main/README.md

Start an interactive session for rating movies via the command line.

```bash
python cli_tools/rating_session.py
```

--------------------------------

### Python Casting Example

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Demonstrates casting numerical values to integer and float types in Python.

```python
int(delta.days)
```

```python
float(avg)
```

--------------------------------

### Get Letterboxd URLs using LetterboxdClient

Source: https://github.com/deign86/cinesense/blob/main/README.md

This example demonstrates how to use the LetterboxdClient to obtain relevant URLs for a movie on Letterboxd. It returns the film, diary, and watchlist URLs.

```python
from movies.services.external_apis import LetterboxdClient

client = LetterboxdClient()
urls = client.get_movie_urls("Inception", 2010)
# Returns: film_url, diary_url, watchlist_url
```

--------------------------------

### Python String Modification Examples

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Illustrates common string manipulation methods in Python: splitting, stripping whitespace, and replacing substrings.

```python
.split()
```

```python
.strip()
```

```python
.replace()
```

--------------------------------

### Python Inheritance Example

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Demonstrates inheritance in Python, where a child class (e.g., Movie, Rating) inherits properties and methods from a parent class (TimestampedModel).

```python
TimestampedModel base class
```

```python
TimestampedModel → Movie/Rating
```

--------------------------------

### Python Lambda for Sorting

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Example of using a lambda function as a key for sorting a list in Python, often used for custom sort orders.

```python
Sorting with lambda
```

--------------------------------

### Django Shell: Get Top Movies by Popularity

Source: https://github.com/deign86/cinesense/blob/main/README.md

Retrieves the top 5 most popular movies, displaying their title, year, and popularity score using the Django shell.

```python
>>> Movie.objects.order_by('-popularity')[:5].values_list('title', 'year', 'popularity')
<QuerySet [('Avatar', 2009, 150.437), ('Avengers: Endgame', 2019, 134.23), ...]>
```

--------------------------------

### Clone and Navigate Project Directory

Source: https://github.com/deign86/cinesense/blob/main/README.md

Steps to clone or download the project and navigate into the main project directory.

```bash
cd "CineSense Movie Recommendation System"
cd cinesense_project
```

--------------------------------

### Create and Activate Virtual Environment

Source: https://github.com/deign86/cinesense/blob/main/README.md

Instructions for creating a Python virtual environment and activating it on Windows or Linux/Mac.

```bash
python -m venv venv

# Windows
venv\Scripts\activate

# Linux/Mac
source venv/bin/activate
```

--------------------------------

### Run Database Migrations

Source: https://github.com/deign86/cinesense/blob/main/README.md

Applies database migrations to set up the necessary tables and schema.

```bash
python manage.py makemigrations
python manage.py migrate
```

--------------------------------

### Python Class Initialization and String Representation

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Illustrates the implementation of `__init__` for object initialization and `__str__` for defining a user-friendly string representation of a class instance.

```python
__init__
```

```python
__str__
```

--------------------------------

### Manual Movie Import CLI Tool

Source: https://github.com/deign86/cinesense/blob/main/README.md

Execute the manual movie import script from the command line.

```bash
python cli_tools/manual_import.py
```

--------------------------------

### Executing SQL with Wrappers (Direct)

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Direct execution of SQL using a provided executor.

```python
return executor(sql, params, many, 
context)
```

--------------------------------

### Tkinter Desktop Client Entry Point

Source: https://github.com/deign86/cinesense/blob/main/README.md

Command to run the main script for the Tkinter-based desktop client.

```bash
python tkinter_client/main.py
```

--------------------------------

### OMDB API Key Configuration

Source: https://github.com/deign86/cinesense/blob/main/README.md

Instructions for setting up the OMDB API key in the .env file for IMDB integration. Requires requesting a key from the OMDB website.

```env
OMDB_API_KEY=your_api_key_here
```

--------------------------------

### Python Project Structure Overview

Source: https://github.com/deign86/cinesense/blob/main/README.md

Provides a hierarchical view of the CineSense project's directories and key files. Highlights the organization of Django apps, services, ML components, templates, static files, CLI tools, and the Tkinter client.

```text
cinesense_project/
├── manage.py                    # Django management script
├── requirements.txt             # Python dependencies
├── README.md                    # This file
│
├── cinesense_project/           # Main Django project
│   ├── __init__.py
│   ├── settings.py              # Configuration (dict, CINESENSE_CONFIG)
│   ├── urls.py                  # URL routing
│   ├── wsgi.py                  # WSGI entry point
│   └── asgi.py                  # ASGI entry point
│
├── movies/                      # Main Django app
│   ├── __init__.py
│   ├── models.py                # Database models (Classes, __init__, __str__, Inheritance)
│   ├── views.py                 # View functions/classes (Lambdas, If/Else, Loops)
│   ├── forms.py                 # Form classes (Casting, Validation)
│   ├── urls.py                  # App URL patterns
│   ├── admin.py                 # Admin configuration
│   │
│   ├── services/
│   │   ├── __init__.py
│   │   ├── analytics.py         # NumPy, SciPy statistics
│   │   └── charts.py            # Matplotlib charts
│   │
│   └── ml/
│       ├── __init__.py
│       └── recommender.py       # Linear Regression, Custom Iterators
│
├── templates/
│   └── movies/
│       ├── base.html            # Base template with Bootstrap
│       ├── home.html            # Homepage
│       ├── movie_list.html      # Movie listing
│       ├── movie_detail.html    # Movie details
│       ├── analytics.html       # Analytics dashboard
│       ├── recommendations.html # ML recommendations
│       ├── genre_movies.html    # Genre-specific movies
│       ├── all_genres.html      # All genres
│       ├── user_ratings.html    # User ratings
│       └── add_movie.html       # Add movie form
│
├── static/
│   └── css/
│       └── styles.css           # Custom styles
│
├── cli_tools/
│   ├── __init__.py
│   ├── manual_import.py         # Data import CLI (input(), Casting, Loops)
│   └── rating_session.py        # Interactive rating (input(), If/Else)
│
└── tkinter_client/
    ├── __init__.py
    └── main.py                  # Tkinter application (Classes, Callbacks)

```

--------------------------------

### Executing SQL with Wrappers

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Executes SQL, potentially with database error wrappers.

```python
return self._execute_with_wrappers(
                sql, params, many=False, 
executor=self. _execute
        )
```

--------------------------------

### Bulk Import Movies from Kaggle CSV

Source: https://github.com/deign86/cinesense/blob/main/README.md

Imports movies from a Kaggle TMDB CSV file, with options for limiting the number of movies and setting a minimum vote threshold.

```bash
python manage.py import_movies --bulk --file=TMDB_all_movies.csv --limit=500000

# Import all released movies with IMDB ratings
python manage.py import_movies --bulk --file=TMDB_all_movies.csv

# Import with minimum vote threshold (higher quality)
python manage.py import_movies --bulk --file=TMDB_all_movies.csv --min-votes=100

# Import including unreleased movies
python manage.py import_movies --bulk --file=TMDB_all_movies.csv --include-unreleased
```

--------------------------------

### SQL Execution with Parameters

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Executes a given SQL statement with parameters.

```python
cursor.execute(sql, params)
```

--------------------------------

### Query Compilation and Execution

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Compiles a query and executes the resulting SQL.

```python
return query.get_compiler(using=using).execute_sql(returning_fields)
```

--------------------------------

### Create Superuser for Admin Access

Source: https://github.com/deign86/cinesense/blob/main/README.md

Command to create a superuser account for accessing the Django admin panel.

```bash
python manage.py createsuperuser
```

--------------------------------

### Django Shell: Filter and Count Movies by Genre

Source: https://github.com/deign86/cinesense/blob/main/README.md

Demonstrates filtering movies by genre and counting the results within the Django shell.

```python
>>> Movie.objects.filter(genres__icontains='Action').count()
68432
```

--------------------------------

### Executing Raw Inserts

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Internal method to execute a raw insert statement.

```python
return manager._insert(
                      [self],
                      . . . < 3   l i n e s > . . .
                      raw = raw,
              )
```

--------------------------------

### Python F-string with Placeholder Modifier

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Demonstrates using f-strings with a placeholder modifier to format a floating-point number to one decimal place.

```python
f"{avg_rating:.1f}"
```

--------------------------------

### Bulk Import Movies from TMDB Official JSON

Source: https://github.com/deign86/cinesense/blob/main/README.md

Imports movies from the TMDB official JSON dataset, with options for auto-downloading or specifying a local file.

```bash
# Auto-download and import
python manage.py import_movies --bulk --download --limit=500000

# Or download manually:
# 1. Visit: https://datasets.tmdb.org/p/0.1/movie-list.json.gz
# 2. Run:
python manage.py import_movies --bulk --file=movie-list.json.gz
```

--------------------------------

### Cleanup Duplicates CLI Command

Source: https://github.com/deign86/cinesense/blob/main/README.md

Command-line tools for managing duplicate movie entries. Includes a dry run option and an execution option.

```bash
# Dry run (see what would be deleted)
python manage.py cleanup_dups

# Actually delete duplicates
python manage.py cleanup_dups --execute

# Dedupe by title+year instead of tmdb_id
python manage.py cleanup_dups --by-title --execute
```

--------------------------------

### Live Search Suggestions

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_list.html

Enhances the search input with autocomplete functionality, fetching suggestions from the server as the user types. Hides suggestions when clicking outside the input or suggestion box.

```javascript
document.addEventListener('DOMContentLoaded', function () {
    const searchInput = document.getElementById('id_query');
    const suggestionsBox = document.getElementById('search-suggestions');

    if (searchInput) {
        searchInput.setAttribute('autocomplete', 'off');
        let debounceTimer;

        searchInput.addEventListener('input', function () {
            clearTimeout(debounceTimer);
            const query = this.value.trim();

            if (query.length < 2) {
                suggestionsBox.style.display = 'none';
                return;
            }

            debounceTimer = setTimeout(() => {
                fetch(`/movies/suggest/?query=${encodeURIComponent(query)}`)
                    .then(response => response.json())
                    .then(data => {
                        suggestionsBox.innerHTML = '';
                        if (data.results && data.results.length > 0) {
                            data.results.forEach(movie => {
                                const item = document.createElement('a');
                                item.href = `/movies/${movie.id}/`;
                                item.className = 'list-group-item list-group-item-action d-flex align-items-center text-dark';

                                let poster = '';
                                if (movie.poster_path) {
                                    poster = `<img src="${movie.poster_path}" alt="" style="width: 30px; height: 45px; object-fit: cover; margin-right: 10px;">`;
                                } else {
                                    poster = `<div class="bg-secondary" style="width: 30px; height: 45px; margin-right: 10px;"></div>`;
                                }

                                item.innerHTML = ` ${poster} <div> <div class="fw-bold">${movie.title}</div> <small class="text-muted">${movie.year || ''}</small> </div> `;
                                suggestionsBox.appendChild(item);
                            });
                            suggestionsBox.style.display = 'block';
                        } else {
                            suggestionsBox.style.display = 'none';
                        }
                    })
                    .catch(error => console.error('Error fetching suggestions:', error));
            }, 300);
        });

        // Hide suggestions when clicking outside
        document.addEventListener('click', function (e) {
            if (e.target !== searchInput && e.target !== suggestionsBox) {
                suggestionsBox.style.display = 'none';
            }
        });
    }
});
```

--------------------------------

### Recent User Reviews

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Displays a list of recent user reviews, including username, star rating, review text, tags, and date.

```html
{% if ratings %}

##### Recent Reviews

{% for rating in ratings %}

**{{ rating.user.username }}** {{ rating.get_star_display }}

{% if rating.review_text %}

{{ rating.review_text }}

{% endif %} {% if rating.tags %} Tags: {{ rating.tags }} {% endif %}  
{{ rating.created_at|date:"F j, Y" }}

{% endfor %}

{% endif %}
```

--------------------------------

### Movie Header and Genre Links

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Renders the movie title and year, followed by a list of clickable genre links.

```html
{{ movie.title }} ({{ movie.year }})
====================================

{% if movie.rated %}{{ movie.rated }} • {% endif %} {% if movie.runtime %}{{ movie.get_display_runtime }} • {% endif %} {% if movie.released %}{{ movie.released }}{% endif %}

{% for genre in movie.get_genres_list %} [{{ genre }}]({% url 'genre_movies' genre %}) {% endfor %}
```

--------------------------------

### Raising Django Specific Exceptions

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Raises a Django-specific exception with traceback information.

```python
raise dj_exc_value.with_traceback(traceback) from 
exc_value
```

--------------------------------

### Database Error Handling Wrapper

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Context manager to wrap database operations for error handling.

```python
with self.db.wrap_database_errors:
```

--------------------------------

### Rating Distribution Visualization

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Iterates through rating distribution data to display the count for each star rating.

```html
{% for stars, count in rating_distribution.items %}

{{ stars }}★

{{ count }}

{% endfor %}
```

--------------------------------

### Movie List Rendering

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_list.html

Renders a list of movies, displaying their poster, title, year, rating, and genres. Includes pagination controls.

```html
{% extends 'base.html' %} {% load static %} {% load movie_extras %} {% block title %}{{ page_title }}{% endblock %} {% block content %}

Browse Movies
=============

{{ search_form.query }}

{{ search_form.genre }}

{{ search_form.year_from }}

{{ search_form.year_to }}

{{ search_form.sort_by }}

{{ search_form.min_rating }}

Search

[Clear]({% url 'movie_list' %})

Showing {{ page_obj.paginator.count }} movie{{ page_obj.paginator.count|pluralize }}

{% for movie in movies %}

{% if movie.poster_url %} ![{{ movie.title }}]({{ movie.poster_url }}) {% else %} {% endif %}

##### [{{ movie.title }}]({% url 'movie_detail' movie.pk %})

{{ movie.year }} {% if movie.avg_rating %} {{ movie.avg_rating|floatformat:1 }} {% endif %}

{% for genre in movie.get_genres_list|slice:":3" %} {{ genre }} {% endfor %}

[View Details]({% url 'movie_detail' movie.pk %})

{% empty %}

No movies found matching your criteria. Try adjusting your search filters.

{% endfor %}

{% if page_obj.has_other_pages %}

{% if page_obj.has_previous %}*   [Previous](?{% url_replace page=page_obj.previous_page_number %})
{% endif %} {% for num in page_obj.paginator.page_range %} {% if page_obj.number == num %}*   {{ num }}
{% elif num > page_obj.number|add:'-3' and num < page_obj.number|add:'3' %}*   [{{ num }}](?{% url_replace page=num %})
{% endif %} {% endfor %} {% if page_obj.has_next %}*   [Next](?{% url_replace page=page_obj.next_page_number %})
{% endif %}

{% endif %}

{% endblock %}
```

--------------------------------

### Django Shell: Count Movies

Source: https://github.com/deign86/cinesense/blob/main/README.md

Use the Django shell to interact with your database models. This snippet shows how to count the total number of movies.

```python
>>> from movies.models import Movie
>>> Movie.objects.count()
487412
```

--------------------------------

### Movie Poster Display Logic

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Conditionally displays the movie poster from the movie object or fetched IMDb data. If neither is available, no poster is shown.

```html
{% if movie.poster_url %} ![{{ movie.title }}]({{ movie.poster_url }}) {% elif imdb_data and imdb_data.poster and imdb_data.poster != 'N/A' %} ![{{ movie.title }}]({{ imdb_data.poster }}) {% else %} {% endif %}
```

--------------------------------

### Cursor Execution of SQL

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Executes SQL directly using the database cursor.

```python
return self.cursor.execute(sql, params)
```

--------------------------------

### Enrich Movies with OMDB Data CLI Command

Source: https://github.com/deign86/cinesense/blob/main/README.md

Command to enrich existing movie data with information from OMDB, such as ratings, cast, and crew. Supports updating existing entries.

```bash
# Enrich existing movies with OMDB data
python manage.py import_movies --omdb --update-existing
```

--------------------------------

### Manager Method for Queryset Access

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Retrieves a queryset and applies a manager method to it.

```python
return getattr(self.get_queryset(), 
name)(*args, **kwargs)
```

--------------------------------

### Movie Detail Section

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Displays core movie details like year, runtime, rating, language, and country. Some fields are conditionally rendered.

```html
*   Year **{{ movie.year }}**
{% if movie.runtime %}*   Runtime **{{ movie.get_display_runtime }}**
{% endif %} {% if movie.rated %}*   Rated **{{ movie.rated }}**
{% endif %} {% if movie.language %}*   Language **{{ movie.language|truncatechars:20 }}**
{% endif %} {% if movie.country %}*   Country **{{ movie.country|truncatechars:20 }}**
{% endif %}
```

--------------------------------

### Fetch IMDB Data using OMDBClient

Source: https://github.com/deign86/cinesense/blob/main/README.md

This snippet shows how to use the OMDBClient to retrieve movie metadata from the OMDB API. It returns details such as poster URL, IMDB rating, and cast information.

```python
from movies.services.external_apis import OMDBClient

client = OMDBClient()
movie_data = client.get_movie_by_title("Inception")
# Returns: poster_url, imdb_rating, rotten_tomatoes, metacritic, director, actors, etc.
```

--------------------------------

### Rating Display Logic

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Shows the IMDb rating if available, otherwise displays the average rating from the CineSense platform.

```html
{% if movie.imdb_rating %} {{ movie.imdb_rating }} IMDb {% else %} ★ {{ movie.average_rating|floatformat:1 }} {% endif %}
```

--------------------------------

### Similar Movies Section

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Lists movies that are similar to the current one, showing their title, year, and average rating.

```html
{% if similar_movies %}

### Similar Movies

{% for similar in similar_movies %}

###### [{{ similar.title }}]({% url 'movie_detail' similar.pk %})

{{ similar.year }} {% if similar.average_rating %} ★ {{ similar.average_rating|floatformat:1 }} {% endif %}

{% endfor %}

{% endif %}
```

--------------------------------

### Performing Table Inserts

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Internal method to perform an insert operation on a table.

```python
results = self._do_insert(
                cls._base_manager, using, fields, 
returning_fields, raw
        )
```

--------------------------------

### Responsive Hero Title Sizing in CSS

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Adjust the font size of hero titles using media queries to ensure better scaling and readability across different screen sizes, particularly on tablets.

```css
@media (max-width: 992px) { .hero-title { font-size: 2.8rem; } }
@media (max-width: 768px) { .hero-title { font-size: 2.2rem; } }
```

--------------------------------

### Saving Model Instance Base

Source: https://github.com/deign86/cinesense/blob/main/test_output.txt

Internal method for saving a model instance, handling updates to fields.

```python
updated = self._save_table(
                raw,
                . . . < 4   l i n e s > . . .
                update_fields,
        )
```

--------------------------------

### Movie Tags Display

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Lists all available tags associated with the movie.

```html
{% if all_tags %}

##### Tags

{% for tag in all_tags %} {{ tag }} {% endfor %}

{% endif %}
```

--------------------------------

### Scikit-learn Linear Regression (Ridge)

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Implements linear regression using scikit-learn's Ridge model for predictive analysis.

```python
scikit-learn Ridge
```

--------------------------------

### External Links for Movie

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Provides direct links to view the movie on IMDb and search for it on Letterboxd.

```html
{% if movie.imdb_id %} [View on IMDb](https://www.imdb.com/title/{{ movie.imdb_id }}/) {% endif %} [Find on Letterboxd](https://letterboxd.com/search/{{ movie.title|urlencode }}/)
```

--------------------------------

### NumPy Array Operations

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Shows basic usage of NumPy arrays for statistical calculations like mean, median, and standard deviation.

```python
Arrays, mean, median, std
```

--------------------------------

### Cast and Crew Information

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Lists the director, writers, and main cast members if this information is present for the movie.

```html
{% if movie.director or movie.actors or movie.writer %}

##### Cast & Crew

{% if movie.director %}

###### Director

{{ movie.director }}

{% endif %} {% if movie.writer %}

###### Writers

{{ movie.writer }}

{% endif %} {% if movie.actors %}

###### Cast

{{ movie.actors }}

{% endif %}

{% endif %}
```

--------------------------------

### User Rating Form

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Allows authenticated users to rate the movie and submit a review. Includes CSRF token for security.

```html
{% if user.is_authenticated %}

##### {% if user_rating %} Update Your Rating {% else %} Rate This Movie {% endif %}

{% csrf_token %}

Your Rating

{% for value, label in rating_form.fields.stars.choices %}  {{ value }} {% endfor %}

Tags  Comma-separated tags

Review (optional) {{ user_rating.review_text|default:'' }}

{% if user_rating %}Update Rating{% else %}Submit Rating{% endif %}

{% else %}

[Login]({% url 'admin:login' %}) to rate this movie.

{% endif %}
```

--------------------------------

### Adjusting Text Contrast in CSS

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Modify CSS variables to improve text contrast for secondary and muted text elements, aiming for better readability and WCAG AA compliance.

```css
--text-secondary: #d0d0d0;  /* Was #c8c8c8 */
--text-muted: #a8a8a8;      /* Was #9a9a9a */
```

--------------------------------

### SciPy Statistical Functions

Source: https://github.com/deign86/cinesense/blob/main/UI_UX_ANALYSIS_AND_IMPROVEMENTS.md

Utilizes SciPy for advanced statistical computations, such as finding the mode of a dataset.

```python
Mode, statistics
```

--------------------------------

### Awards and Box Office Data

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Displays any awards the movie has won and its box office performance figures.

```html
{% if movie.awards or movie.box_office %}

##### Awards & Box Office

{% if movie.awards %}

###### Awards

{{ movie.awards }}

{% endif %} {% if movie.box_office %}

###### Box Office

{{ movie.box_office }}

{% endif %}

{% endif %}
```

--------------------------------

### Set Progress Bar Widths Dynamically

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/analytics.html

This JavaScript code dynamically sets the width of progress bars based on their 'aria-valuenow' attribute when the DOM is fully loaded. It's useful for visually representing progress or completion percentages.

```javascript
document.addEventListener('DOMContentLoaded', function() {
  document.querySelectorAll('.progress-bar[aria-valuenow]').forEach(function(bar) {
    var value = bar.getAttribute('aria-valuenow');
    bar.style.width = value + '%';
  });
});
```

--------------------------------

### External Ratings Display

Source: https://github.com/deign86/cinesense/blob/main/templates/movies/movie_detail.html

Shows ratings from IMDb, Metascore, and Rotten Tomatoes if available. Also displays the CineSense average rating and vote count.

```html
{% if movie.imdb_rating %}

{{ movie.imdb_rating }}

IMDb Rating

{% if movie.imdb_votes %}

{{ movie.imdb_votes }} votes

{% endif %}

{% endif %} {% if movie.metascore %}

{{ movie.metascore }}

Metascore

{% endif %} {% if movie.rotten_tomatoes %}

{{ movie.rotten_tomatoes }}

Rotten Tomatoes

{% endif %}

{{ movie.average_rating|floatformat:1 }}

CineSense

{{ movie.rating_count }} ratings
```

=== COMPLETE CONTENT === This response contains all available snippets from this library. No additional content exists. Do not make further requests.