diff --git a/db.sqlite3 b/db.sqlite3
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index 0000000..e69de29
diff --git a/manage.py b/manage.py
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--- /dev/null
+++ b/manage.py
@@ -0,0 +1,21 @@
+#!/usr/bin/env python
+"""Django's command-line utility for administrative tasks."""
+import os
+import sys
+
+
+def main():
+    os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'titanicsurvival.settings')
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "Couldn't import Django. Are you sure it's installed and "
+            "available on your PYTHONPATH environment variable? Did you "
+            "forget to activate a virtual environment?"
+        ) from exc
+    execute_from_command_line(sys.argv)
+
+
+if __name__ == '__main__':
+    main()
diff --git a/templates/home.html b/templates/home.html
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index 0000000..81dd245
--- /dev/null
+++ b/templates/home.html
@@ -0,0 +1 @@
+<h1> Titanic Survival Prediction algorithm</h1>
\ No newline at end of file
diff --git a/templates/predict.html b/templates/predict.html
new file mode 100644
index 0000000..3d9428d
--- /dev/null
+++ b/templates/predict.html
@@ -0,0 +1,5 @@
+<form method="POST" action="">
+    {% csrf_token %}
+    {{form.as_p}}
+    <button class="button" type="submit"> Submit</button>
+</form>
diff --git a/titanic.pkl b/titanic.pkl
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diff --git a/titanicsurvival/__init__.py b/titanicsurvival/__init__.py
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diff --git a/titanicsurvival/__pycache__/urls.cpython-37.pyc b/titanicsurvival/__pycache__/urls.cpython-37.pyc
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diff --git a/titanicsurvival/__pycache__/wsgi.cpython-37.pyc b/titanicsurvival/__pycache__/wsgi.cpython-37.pyc
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diff --git a/titanicsurvival/asgi.py b/titanicsurvival/asgi.py
new file mode 100644
index 0000000..fd8c15f
--- /dev/null
+++ b/titanicsurvival/asgi.py
@@ -0,0 +1,16 @@
+"""
+ASGI config for titanicsurvival project.
+
+It exposes the ASGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.0/howto/deployment/asgi/
+"""
+
+import os
+
+from django.core.asgi import get_asgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'titanicsurvival.settings')
+
+application = get_asgi_application()
diff --git a/titanicsurvival/settings.py b/titanicsurvival/settings.py
new file mode 100644
index 0000000..143e864
--- /dev/null
+++ b/titanicsurvival/settings.py
@@ -0,0 +1,121 @@
+"""
+Django settings for titanicsurvival project.
+
+Generated by 'django-admin startproject' using Django 3.0.2.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.0/topics/settings/
+
+For the full list of settings and their values, see
+https://docs.djangoproject.com/en/3.0/ref/settings/
+"""
+
+import os
+
+# Build paths inside the project like this: os.path.join(BASE_DIR, ...)
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+TEMPLATES_DIR = os.path.join(BASE_DIR, 'templates')
+
+# Quick-start development settings - unsuitable for production
+# See https://docs.djangoproject.com/en/3.0/howto/deployment/checklist/
+
+# SECURITY WARNING: keep the secret key used in production secret!
+SECRET_KEY = 'e^vb$7ee7t3xdbpb5@bn$4e-a2182a%0v6crt0(_aotmo$jnkm'
+
+# SECURITY WARNING: don't run with debug turned on in production!
+DEBUG = True
+
+ALLOWED_HOSTS = []
+
+
+# Application definition
+
+INSTALLED_APPS = [
+    'django.contrib.admin',
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'titanicsurvivalapp'
+    ]
+
+MIDDLEWARE = [
+    'django.middleware.security.SecurityMiddleware',
+    'django.contrib.sessions.middleware.SessionMiddleware',
+    'django.middleware.common.CommonMiddleware',
+    'django.middleware.csrf.CsrfViewMiddleware',
+    'django.contrib.auth.middleware.AuthenticationMiddleware',
+    'django.contrib.messages.middleware.MessageMiddleware',
+    'django.middleware.clickjacking.XFrameOptionsMiddleware',
+]
+
+ROOT_URLCONF = 'titanicsurvival.urls'
+
+TEMPLATES = [
+    {
+        'BACKEND': 'django.template.backends.django.DjangoTemplates',
+        'DIRS': [TEMPLATES_DIR],
+        'APP_DIRS': True,
+        'OPTIONS': {
+            'context_processors': [
+                'django.template.context_processors.debug',
+                'django.template.context_processors.request',
+                'django.contrib.auth.context_processors.auth',
+                'django.contrib.messages.context_processors.messages',
+            ],
+        },
+    },
+]
+
+WSGI_APPLICATION = 'titanicsurvival.wsgi.application'
+
+
+# Database
+# https://docs.djangoproject.com/en/3.0/ref/settings/#databases
+
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.sqlite3',
+        'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
+    }
+}
+
+
+# Password validation
+# https://docs.djangoproject.com/en/3.0/ref/settings/#auth-password-validators
+
+AUTH_PASSWORD_VALIDATORS = [
+    {
+        'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
+    },
+    {
+        'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
+    },
+]
+
+
+# Internationalization
+# https://docs.djangoproject.com/en/3.0/topics/i18n/
+
+LANGUAGE_CODE = 'en-us'
+
+TIME_ZONE = 'UTC'
+
+USE_I18N = True
+
+USE_L10N = True
+
+USE_TZ = True
+
+
+# Static files (CSS, JavaScript, Images)
+# https://docs.djangoproject.com/en/3.0/howto/static-files/
+
+STATIC_URL = '/static/'
diff --git a/titanicsurvival/urls.py b/titanicsurvival/urls.py
new file mode 100644
index 0000000..821179e
--- /dev/null
+++ b/titanicsurvival/urls.py
@@ -0,0 +1,24 @@
+"""titanicsurvival URL Configuration
+
+The `urlpatterns` list routes URLs to views. For more information please see:
+    https://docs.djangoproject.com/en/3.0/topics/http/urls/
+Examples:
+Function views
+    1. Add an import:  from my_app import views
+    2. Add a URL to urlpatterns:  path('', views.home, name='home')
+Class-based views
+    1. Add an import:  from other_app.views import Home
+    2. Add a URL to urlpatterns:  path('', Home.as_view(), name='home')
+Including another URLconf
+    1. Import the include() function: from django.urls import include, path
+    2. Add a URL to urlpatterns:  path('blog/', include('blog.urls'))
+"""
+from django.contrib import admin
+from django.urls import path
+from titanicsurvivalapp import views
+
+urlpatterns = [
+    path('admin/', admin.site.urls),
+    path('', views.home, name="home"),
+    path('predict', views.predict, name="predict")
+]
diff --git a/titanicsurvival/wsgi.py b/titanicsurvival/wsgi.py
new file mode 100644
index 0000000..8f6c225
--- /dev/null
+++ b/titanicsurvival/wsgi.py
@@ -0,0 +1,16 @@
+"""
+WSGI config for titanicsurvival project.
+
+It exposes the WSGI callable as a module-level variable named ``application``.
+
+For more information on this file, see
+https://docs.djangoproject.com/en/3.0/howto/deployment/wsgi/
+"""
+
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'titanicsurvival.settings')
+
+application = get_wsgi_application()
diff --git a/titanicsurvivalapp/__init__.py b/titanicsurvivalapp/__init__.py
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diff --git a/titanicsurvivalapp/__pycache__/views.cpython-37.pyc b/titanicsurvivalapp/__pycache__/views.cpython-37.pyc
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diff --git a/titanicsurvivalapp/admin.py b/titanicsurvivalapp/admin.py
new file mode 100644
index 0000000..8c38f3f
--- /dev/null
+++ b/titanicsurvivalapp/admin.py
@@ -0,0 +1,3 @@
+from django.contrib import admin
+
+# Register your models here.
diff --git a/titanicsurvivalapp/apps.py b/titanicsurvivalapp/apps.py
new file mode 100644
index 0000000..d90b3fa
--- /dev/null
+++ b/titanicsurvivalapp/apps.py
@@ -0,0 +1,5 @@
+from django.apps import AppConfig
+
+
+class TitanicsurvivalappConfig(AppConfig):
+    name = 'titanicsurvivalapp'
diff --git a/titanicsurvivalapp/forms.py b/titanicsurvivalapp/forms.py
new file mode 100644
index 0000000..519c245
--- /dev/null
+++ b/titanicsurvivalapp/forms.py
@@ -0,0 +1,17 @@
+from django import forms
+
+
+class InputForm(forms.Form):
+    P_class = (
+        ('1', '1st Class'),
+        ('2', '2nd Class'),
+        ('3', '3rd Class')
+    )
+    gender = (
+        ('0', 'Female'),
+        ('1', 'Male')
+    )
+    name = forms.CharField(required=True)
+    passenger_class = forms.ChoiceField(choices=P_class, required=True)
+    age = forms.IntegerField(required=True)
+    gender = forms.ChoiceField(choices=gender)
\ No newline at end of file
diff --git a/titanicsurvivalapp/migrations/__init__.py b/titanicsurvivalapp/migrations/__init__.py
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index 0000000..e69de29
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diff --git a/titanicsurvivalapp/models.py b/titanicsurvivalapp/models.py
new file mode 100644
index 0000000..71a8362
--- /dev/null
+++ b/titanicsurvivalapp/models.py
@@ -0,0 +1,3 @@
+from django.db import models
+
+# Create your models here.
diff --git a/titanicsurvivalapp/tests.py b/titanicsurvivalapp/tests.py
new file mode 100644
index 0000000..7ce503c
--- /dev/null
+++ b/titanicsurvivalapp/tests.py
@@ -0,0 +1,3 @@
+from django.test import TestCase
+
+# Create your tests here.
diff --git a/titanicsurvivalapp/views.py b/titanicsurvivalapp/views.py
new file mode 100644
index 0000000..eddf30d
--- /dev/null
+++ b/titanicsurvivalapp/views.py
@@ -0,0 +1,23 @@
+from django.shortcuts import render
+import pickle
+import pandas as pd
+from .forms import *
+
+# Create your views here.
+
+def home(request):
+    titanic_model = pickle.load(open("titanic.pkl", "rb"))
+    input_data = [[2.0, 18.0, 0.0, 1.0]]
+    data = pd.DataFrame(input_data, columns=['Pclass','Age', 'Sex_female', 'Sex_male'])
+    print(titanic_model.predict(data))
+    return render(request, 'home.html')
+
+def predict(request):
+    if request.method == "GET":
+        form = InputForm()
+        return render(request, 'predict.html', {"form":form})
+    if request.method == "POST":
+        form = InputForm(request.POST)
+        if form.is_valid():
+            print(form['gender'].value())
+        return render(request, 'predict.html')
\ No newline at end of file