diff --git a/Pipfile b/Pipfile
new file mode 100644
index 0000000..3d95945
--- /dev/null
+++ b/Pipfile
@@ -0,0 +1,24 @@
+[[source]]
+url = "https://pypi.org/simple"
+verify_ssl = true
+name = "pypi"
+
+[packages]
+logzero = ">=1.3.1"
+feedparser = ">5.1"
+pytest = "*"
+tox = "*"
+coverage = "*"
+pytest-cov = "*"
+pytest-flask = "*"
+codecov = "*"
+gunicorn = "*"
+"flake8" = "*"
+Flask = "*"
+Sphinx = "*"
+Flask-Script = "*"
+
+[dev-packages]
+
+[requires]
+python_version = "3.7"
diff --git a/Pipfile.lock b/Pipfile.lock
new file mode 100644
index 0000000..f48895c
--- /dev/null
+++ b/Pipfile.lock
@@ -0,0 +1,370 @@
+{
+    "_meta": {
+        "hash": {
+            "sha256": "f8f1d2d1cc1aaf5098f5acf24bb836711c08b45b539d2e0b7889e92e09360aa7"
+        },
+        "pipfile-spec": 6,
+        "requires": {
+            "python_version": "3.7"
+        },
+        "sources": [
+            {
+                "name": "pypi",
+                "url": "https://pypi.org/simple",
+                "verify_ssl": true
+            }
+        ]
+    },
+    "default": {
+        "alabaster": {
+            "hashes": [
+                "sha256:674bb3bab080f598371f4443c5008cbfeb1a5e622dd312395d2d82af2c54c456",
+                "sha256:b63b1f4dc77c074d386752ec4a8a7517600f6c0db8cd42980cae17ab7b3275d7"
+            ],
+            "version": "==0.7.11"
+        },
+        "atomicwrites": {
+            "hashes": [
+                "sha256:240831ea22da9ab882b551b31d4225591e5e447a68c5e188db5b89ca1d487585",
+                "sha256:a24da68318b08ac9c9c45029f4a10371ab5b20e4226738e150e6e7c571630ae6"
+            ],
+            "version": "==1.1.5"
+        },
+        "attrs": {
+            "hashes": [
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+                "sha256:e0d0eb91441a3b53dab4d9b743eafc1ac44476296a2053b6ca3af0b139faf87b"
+            ],
+            "version": "==18.1.0"
+        },
+        "babel": {
+            "hashes": [
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+                "sha256:8cba50f48c529ca3fa18cf81fa9403be176d374ac4d60738b839122dfaaa3d23"
+            ],
+            "version": "==2.6.0"
+        },
+        "certifi": {
+            "hashes": [
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+                "sha256:9fa520c1bacfb634fa7af20a76bcbd3d5fb390481724c597da32c719a7dca4b0"
+            ],
+            "version": "==2018.4.16"
+        },
+        "chardet": {
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+                "sha256:fc323ffcaeaed0e0a02bf4d117757b98aed530d9ed4531e3e15460124c106691"
+            ],
+            "version": "==3.0.4"
+        },
+        "click": {
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+                "sha256:f15516df478d5a56180fbf80e68f206010e6d160fc39fa508b65e035fd75130b"
+            ],
+            "version": "==6.7"
+        },
+        "codecov": {
+            "hashes": [
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+                "sha256:ae00d68e18d8a20e9c3288ba3875ae03db3a8e892115bf9b83ef20507732bed4"
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+                "sha256:28b2191e7283f4f3568962e373b47ef7f0392993bb6660d079c62bd50fe9d162",
+                "sha256:2a5b73210bad5279ddb558d9a2bfedc7f4bf6ad7f3c988641d83c40293deaec1",
+                "sha256:2eb564bbf7816a9d68dd3369a510be3327f1c618d2357fa6b1216994c2e3d508",
+                "sha256:337ded681dd2ef9ca04ef5d93cfc87e52e09db2594c296b4a0a3662cb1b41249",
+                "sha256:3a2184c6d797a125dca8367878d3b9a178b6fdd05fdc2d35d758c3006a1cd694",
+                "sha256:3c79a6f7b95751cdebcd9037e4d06f8d5a9b60e4ed0cd231342aa8ad7124882a",
+                "sha256:3d72c20bd105022d29b14a7d628462ebdc61de2f303322c0212a054352f3b287",
+                "sha256:3eb42bf89a6be7deb64116dd1cc4b08171734d721e7a7e57ad64cc4ef29ed2f1",
+                "sha256:4635a184d0bbe537aa185a34193898eee409332a8ccb27eea36f262566585000",
+                "sha256:56e448f051a201c5ebbaa86a5efd0ca90d327204d8b059ab25ad0f35fbfd79f1",
+                "sha256:5a13ea7911ff5e1796b6d5e4fbbf6952381a611209b736d48e675c2756f3f74e",
+                "sha256:69bf008a06b76619d3c3f3b1983f5145c75a305a0fea513aca094cae5c40a8f5",
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+                "sha256:701cd6093d63e6b8ad7009d8a92425428bc4d6e7ab8d75efbb665c806c1d79ba",
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+                "sha256:7e1fe19bd6dce69d9fd159d8e4a80a8f52101380d5d3a4d374b6d3eae0e5de9c",
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+                "sha256:de4418dadaa1c01d497e539210cb6baa015965526ff5afc078c57ca69160108d",
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+        "werkzeug": {
+            "hashes": [
+                "sha256:c3fd7a7d41976d9f44db327260e263132466836cef6f91512889ed60ad26557c",
+                "sha256:d5da73735293558eb1651ee2fddc4d0dedcfa06538b8813a2e20011583c9e49b"
+            ],
+            "version": "==0.14.1"
+        }
+    },
+    "develop": {}
+}
diff --git a/README.md b/README.md
index 3c3d97e..f2ef9a9 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # Keep-Current - The Web Miner
 
 <!-- Badges section here. -->
+
 [![Codacy Badge](https://api.codacy.com/project/badge/Grade/883c8e93b4934566b9dfdc6b91fa85e7)](https://app.codacy.com/app/Keep-Current/web-miner?utm_source=github.com&utm_medium=referral&utm_content=Keep-Current/web-miner&utm_campaign=badger)
 [![Build Status](https://travis-ci.org/Keep-Current/web-miner.svg?branch=master)](https://travis-ci.org/Keep-Current/web-miner)
 [![CircleCI](https://circleci.com/gh/Keep-Current/web-miner.svg?style=svg)](https://circleci.com/gh/Keep-Current/web-miner)
@@ -27,53 +28,68 @@ We lean heavily on existing tools as well as developing our own new methods.
 ### Getting started
 
 for running this project locally, you need first to install the dependency packages.
-To install them, you can either use [pipenv](https://docs.pipenv.org/) or [anaconda](https://anaconda.org/).
+To install them, you can use
 
-#### Installation using pipenv
+- [pipenv](https://docs.pipenv.org/)
+- [anaconda](https://anaconda.org/)
+- [virtualenv](https://virtualenv.pypa.io/en/stable/)
 
-For using pipenv, please make sure you have it installed. Otherwise, install pipenv using pip:
+#### Installation using pipenv (which combines virtualenv with pip)
 
-```
-pip install pipenv
-```
+Install pipenv
 
-Then run:
+```bash
+sudo easy_install pip # if you haven't installed pip
+pip install pipenv # install pipenv
 
-```
-pipenv install
+brew install pipenv # with homebrew (on macOS)
 ```
 
-after all the dependencies are installed, please run
+Install the packages and run the server
 
-```
-pipenv run python manage.py server
-```
+```bash
+pipenv install # install all packages
 
-If you are on Windows OS, some packages may not be installed. Specifically - flask-script and feedparser. In case the web server doesn't run, please install these packages manually using 
+pipenv run python manage.py server # run the server
 ```
+
+If you are on Windows OS, some packages may not be installed. Specifically - flask-script and feedparser. In case the web server doesn't run, please install these packages manually using
+
+```bash
 pip install feedparser
+
 pip install flask-script
 ```
 
 #### Installing using Anaconda
+
 If you have anaconda installed, it's recommended to create an environment for the project, and install the dependencies in it.
 
-To create a new environment, open the anaconda prompt and run:
-```
-conda create -q -n web-miner python=3.6
-source activate web-miner
-``` 
+```bash
+conda create -q -n web-miner python=3.6 # create the environment
 
-Then install the requirements into the activate web-miner environment using:
-```
-pip install -r requirements.txt
-```
+source activate web-miner # activate the environment
 
-and test your installation by running the web server:
-```
-python manage.py server
+pip install -r requirements.txt # install the packages
+
+python manage.py server # start server
 ```
 
+#### Installing using virtualenv and pip
+
+```bash
+sudo easy_install pip # installl pip if you haven't
+
+pip3 install --upgrade virtualenv # install virtualenv
+
+virtualenv --python3 <targetDirectory> # create the environment
+
+source <targetDirectory>/./bin/activate # activate the virtualenv
+
+pip install -r requirements.txt # install the packages
+
+python3 manage.py server # start server
+```
 
 ### Architecture
 
@@ -81,13 +97,14 @@ We follow the [clean architecture style](http://blog.thedigitalcatonline.com/blo
 
 ![cleanArchitecture image](https://cdn-images-1.medium.com/max/1600/1*B7LkQDyDqLN3rRSrNYkETA.jpeg)
 
-*Image credit to [Thang Chung under MIT terms](https://github.com/thangchung/blog-core)*
+_Image credit to [Thang Chung under MIT terms](https://github.com/thangchung/blog-core)_
 
 ## Who are we?
 
 This project intends to be a shared work of meetup members, with the purpose, beside the obvious result, to also be used as a learning platform, while advancing the Natural Language Processing / Machine Learning field by exploring, comparing and hacking different models.
 
 Please visit
+
 - the project board on [Github](https://github.com/orgs/Keep-Current/projects)
 - the repository board on [Github](https://github.com/Keep-Current/web-miner/projects)
 - our chat room on [Slack](https://keep-current.slack.com). If you're new, you can join using [this link](https://join.slack.com/t/keep-current/shared_invite/enQtMzY4MTA0OTQ0NTAzLTcxY2U5NmIwNmM0NmU2MmMyMWQ0YTIyMTg4MWRjMWUyYmVlNWQxMzU3ZWJlNjM4NzVmNTFhM2FjYjkzZDU3YWM)
@@ -95,13 +112,15 @@ Please visit
 for more.
 
 ## How to Contribute
-You can find our Project board here on [GitHub](https://github.com/Keep-Current/web-miner/projects) and we use [Slack](https://keep-current.slack.com) as our communication channel. If you're new, you can join using [this link](https://join.slack.com/t/keep-current/shared_invite/enQtMzY4MTA0OTQ0NTAzLTcxY2U5NmIwNmM0NmU2MmMyMWQ0YTIyMTg4MWRjMWUyYmVlNWQxMzU3ZWJlNjM4NzVmNTFhM2FjYjkzZDU3YWM )
+
+You can find our Project board here on [GitHub](https://github.com/Keep-Current/web-miner/projects) and we use [Slack](https://keep-current.slack.com) as our communication channel. If you're new, you can join using [this link](https://join.slack.com/t/keep-current/shared_invite/enQtMzY4MTA0OTQ0NTAzLTcxY2U5NmIwNmM0NmU2MmMyMWQ0YTIyMTg4MWRjMWUyYmVlNWQxMzU3ZWJlNjM4NzVmNTFhM2FjYjkzZDU3YWM)
 
 We welcome anyone who would like to join and contribute.
 
 Please see our [contribute guide](CONTRIBUTING.md).
 
 We meet regularly every month in Vienna through
+
 - the [Data Science Cafe meetup of the VDSG](https://www.meetup.com/Vienna-Data-Science-Group-Meetup/) or
 - the [WeAreDevelopers :: Keep-Current meetup](https://www.meetup.com/WeAreDevelopers/)
 
@@ -123,8 +142,8 @@ If you wish to assist in different aspects (Data Engineering / Web development /
 - The machine-learning engine can be found in our [Main repository](https://github.com/Keep-Current/Engine)
 - Web Development & UI/UX experiments can be found in our [App repository](https://github.com/Keep-Current/WebApp)
 - Data Engineering tasks are more than welcomed in our [Data Engineering repository](https://github.com/Keep-Current/Data-Engineering)
-- Devops tasks are all across the project. This project is developed mostly in a serverless architecture. Using Docker and Kubernetes enables freedom in deploying it on different hosting providers and plans. 
+- Devops tasks are all across the project. This project is developed mostly in a serverless architecture. Using Docker and Kubernetes enables freedom in deploying it on different hosting providers and plans.
 
-*Feel free to join the discussion and provide your input!*
+_Feel free to join the discussion and provide your input!_
 
 [travis-badge-url]: https://travis-ci.org/Keep-Current/web-miner.svg?branch=master