diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5045b41..ca7c162 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -45,6 +45,8 @@ First release after the fork. This release is based on the 0.1.7 release of the
 - **parsing**: improved publication date extraction([`4d137eb`](https://github.com/AndyTheFactory/newspaper4k/commit/4d137eb0b6d5b3df971a01f4aa8c1961af9da118)) (by Andrei)
 - some linter errors, whitespaces and spelling([`79553f6`](https://github.com/AndyTheFactory/newspaper4k/commit/79553f6302cea1a6e36103fb4dc1c675ca704cd3)) (by Andrei)
 
+################################### These are the original newspaper3k release notes ###################################
+########################################################################################################################
 ## [0.1.7](https://github.com/codelucas/newspaper/tree/0.1.7) (2016-01-30)
 [Full Changelog](https://github.com/codelucas/newspaper/compare/0.1.6...0.1.7)
 
diff --git a/README.md b/README.md
index 07517c1..cd1e5f6 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Newspaper4k: Article scraping & curation, a continuation of the beloved newspaper3k by codelucas
+# Newspaper4k: Article Scraping & Curation, a continuation of the beloved newspaper3k by codelucas
 [![PyPI version](https://badge.fury.io/py/newspaper4k.svg)](https://badge.fury.io/py/newspaper4k)
 ![Build status](https://github.com/AndyTheFactory/newspaper4k/actions/workflows/pipeline.yml/badge.svg)
 [![Coverage status](https://coveralls.io/repos/github/AndyTheFactory/newspaper4k/badge.svg?branch=master)](https://coveralls.io/github/AndyTheFactory/newspaper4k)
@@ -152,15 +152,22 @@ Also, in any case, please provide the following information:
 
 # Requirements and dependencies
 
+Following system packages are required:
+
+-   PIL: `libjpeg-dev` `zlib1g-dev` `libpng12-dev`
+-   lxml: `libxml2-dev` `libxslt-dev`
+-   Python Development version: `python-dev`
+
+
 **If you are on Debian / Ubuntu**, install using the following:
 
--   Install `pip3` command needed to install `newspaper3k` package:
+-   Install `python3` and `python3-dev`:
 
-        $ sudo apt-get install python3-pip
+        $ sudo apt-get install python3 python3-dev
 
--   Python development version, needed for Python.h:
+-   Install `pip3` command needed to install `newspaper4k` package:
 
-        $ sudo apt-get install python-dev
+        $ sudo apt-get install python3-pip
 
 -   lxml requirements:
 
@@ -173,13 +180,17 @@ Also, in any case, please provide the following information:
 NOTE: If you find problem installing `libpng12-dev`, try installing
 `libpng-dev`.
 
--   Download NLP related corpora:
+-   Install the distribution via pip:
+
+        $ pip3 install newspaper4k
+
+-   Download NLP (nltk) related corpora:
 
         $ curl https://raw.githubusercontent.com/AndyTheFactory/newspaper4k/master/download_corpora.py | python3
 
--   Install the distribution via pip:
+-   Download NLP (nltk) related corpora:
 
-        $ pip3 install newspaper3k
+        $ curl https://raw.githubusercontent.com/AndyTheFactory/newspaper4k/master/download_corpora.py | python3
 
 **If you are on OSX**, install using the following, you may use both
 homebrew or macports:
@@ -188,25 +199,10 @@ homebrew or macports:
 
     $ brew install libtiff libjpeg webp little-cms2
 
-    $ pip3 install newspaper3k
+    $ pip3 install newspaper4k
 
     $ curl https://raw.githubusercontent.com/AndyTheFactory/newspaper4k/master/download_corpora.py | python3
 
-**Otherwise**, install with the following:
-
-NOTE: You will still most likely need to install the following libraries
-via your package manager
-
--   PIL: `libjpeg-dev` `zlib1g-dev` `libpng12-dev`
--   lxml: `libxml2-dev` `libxslt-dev`
--   Python Development version: `python-dev`
-
-```{=html}
-<!-- -->
-```
-    $ pip3 install newspaper3k
-
-    $ curl https://raw.githubusercontent.com/codelucas/newspaper/master/download_corpora.py | python3
 
 # LICENSE
 
diff --git a/tests/create_test_data.py b/tests/create_test_data.py
index cd3e502..144752b 100644
--- a/tests/create_test_data.py
+++ b/tests/create_test_data.py
@@ -48,7 +48,7 @@ def main(args):
 
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Create test data for newspaper3k")
+    parser = argparse.ArgumentParser(description="Create test data for newspaper4k")
     parser.add_argument("--url", type=str, help="URL to download", required=True)
     parser.add_argument(
         "--language",