149 changed files with 3529 additions and 4008 deletions
--- a/.gitignore
+++ b/.gitignore
@ -1,8 +0,0 @@
 __pycache__
 bin
 include
 lib
 lib64
 share
 pyvenv.cfg
 .venv
--- a/README.md
+++ b/README.md
@ -1,27 +1,15 @@
 # COMP20008 2021 Semester 1 Assignment 1
 Student name: Rory Healy
 Student ID: 964275
 ## Description
 ### Part A: COVID-19 data analysis
 Using the Our World In Data (OWID) COVID-19 dataset (available [here](https://covid.ourworldindata.org/data/owid-covid-data.csv)), this part of the project deals with pre-processing, visualisation, and discussion of the dataset.
 ### Part B: Cricket news search engine
 Using the cricket dataset from the LMS, this part of the project deals with building up a basic (and advanced) search engine to search through the news articles to find keywords, and provides rankings.
-## Dependencies:
+Dependencies:
-Python version used: 3.9.4
+    - pandas >= 1.2.2
    - pandas >= 1.2.4
    - matplotlib >= 3.4.1
    - numpy >= 1.20.2
    - regex >= 2021.4.4
    - scikit-learn >= 0.24.1
    - nltk >= 3.6.1
      - Must install punkt and stemwords through nltk.download()
--- a/data/part-b/cricket/001.txt
+++ b/data/part-b/cricket/001.txt
--- a/data/part-b/cricket/002.txt
+++ b/data/part-b/cricket/002.txt
--- a/data/part-b/cricket/003.txt
+++ b/data/part-b/cricket/003.txt
--- a/data/part-b/cricket/004.txt
+++ b/data/part-b/cricket/004.txt
--- a/data/part-b/cricket/005.txt
+++ b/data/part-b/cricket/005.txt
--- a/data/part-b/cricket/006.txt
+++ b/data/part-b/cricket/006.txt
--- a/data/part-b/cricket/007.txt
+++ b/data/part-b/cricket/007.txt
--- a/data/part-b/cricket/008.txt
+++ b/data/part-b/cricket/008.txt
--- a/data/part-b/cricket/009.txt
+++ b/data/part-b/cricket/009.txt
--- a/data/part-b/cricket/010.txt
+++ b/data/part-b/cricket/010.txt
--- a/data/part-b/cricket/011.txt
+++ b/data/part-b/cricket/011.txt
--- a/data/part-b/cricket/012.txt
+++ b/data/part-b/cricket/012.txt
--- a/data/part-b/cricket/013.txt
+++ b/data/part-b/cricket/013.txt
--- a/data/part-b/cricket/014.txt
+++ b/data/part-b/cricket/014.txt
--- a/data/part-b/cricket/015.txt
+++ b/data/part-b/cricket/015.txt
--- a/data/part-b/cricket/016.txt
+++ b/data/part-b/cricket/016.txt
--- a/data/part-b/cricket/017.txt
+++ b/data/part-b/cricket/017.txt
--- a/data/part-b/cricket/018.txt
+++ b/data/part-b/cricket/018.txt
--- a/data/part-b/cricket/019.txt
+++ b/data/part-b/cricket/019.txt
--- a/data/part-b/cricket/020.txt
+++ b/data/part-b/cricket/020.txt
--- a/data/part-b/cricket/021.txt
+++ b/data/part-b/cricket/021.txt
--- a/data/part-b/cricket/022.txt
+++ b/data/part-b/cricket/022.txt
--- a/data/part-b/cricket/023.txt
+++ b/data/part-b/cricket/023.txt
--- a/data/part-b/cricket/024.txt
+++ b/data/part-b/cricket/024.txt
--- a/data/part-b/cricket/025.txt
+++ b/data/part-b/cricket/025.txt
--- a/data/part-b/cricket/026.txt
+++ b/data/part-b/cricket/026.txt
--- a/data/part-b/cricket/027.txt
+++ b/data/part-b/cricket/027.txt
--- a/data/part-b/cricket/028.txt
+++ b/data/part-b/cricket/028.txt
--- a/data/part-b/cricket/029.txt
+++ b/data/part-b/cricket/029.txt
--- a/data/part-b/cricket/030.txt
+++ b/data/part-b/cricket/030.txt
--- a/data/part-b/cricket/031.txt
+++ b/data/part-b/cricket/031.txt
--- a/data/part-b/cricket/032.txt
+++ b/data/part-b/cricket/032.txt
--- a/data/part-b/cricket/033.txt
+++ b/data/part-b/cricket/033.txt
--- a/data/part-b/cricket/034.txt
+++ b/data/part-b/cricket/034.txt
--- a/data/part-b/cricket/035.txt
+++ b/data/part-b/cricket/035.txt
--- a/data/part-b/cricket/036.txt
+++ b/data/part-b/cricket/036.txt
--- a/data/part-b/cricket/037.txt
+++ b/data/part-b/cricket/037.txt
--- a/data/part-b/cricket/038.txt
+++ b/data/part-b/cricket/038.txt
--- a/data/part-b/cricket/039.txt
+++ b/data/part-b/cricket/039.txt
--- a/data/part-b/cricket/040.txt
+++ b/data/part-b/cricket/040.txt
--- a/data/part-b/cricket/041.txt
+++ b/data/part-b/cricket/041.txt
--- a/data/part-b/cricket/042.txt
+++ b/data/part-b/cricket/042.txt
--- a/data/part-b/cricket/043.txt
+++ b/data/part-b/cricket/043.txt
--- a/data/part-b/cricket/044.txt
+++ b/data/part-b/cricket/044.txt
--- a/data/part-b/cricket/045.txt
+++ b/data/part-b/cricket/045.txt
--- a/data/part-b/cricket/046.txt
+++ b/data/part-b/cricket/046.txt
--- a/data/part-b/cricket/047.txt
+++ b/data/part-b/cricket/047.txt
--- a/data/part-b/cricket/048.txt
+++ b/data/part-b/cricket/048.txt
--- a/data/part-b/cricket/049.txt
+++ b/data/part-b/cricket/049.txt
--- a/data/part-b/cricket/050.txt
+++ b/data/part-b/cricket/050.txt
--- a/data/part-b/cricket/051.txt
+++ b/data/part-b/cricket/051.txt
--- a/data/part-b/cricket/052.txt
+++ b/data/part-b/cricket/052.txt
--- a/data/part-b/cricket/053.txt
+++ b/data/part-b/cricket/053.txt
--- a/data/part-b/cricket/054.txt
+++ b/data/part-b/cricket/054.txt
--- a/data/part-b/cricket/055.txt
+++ b/data/part-b/cricket/055.txt
--- a/data/part-b/cricket/056.txt
+++ b/data/part-b/cricket/056.txt
--- a/data/part-b/cricket/057.txt
+++ b/data/part-b/cricket/057.txt
--- a/data/part-b/cricket/058.txt
+++ b/data/part-b/cricket/058.txt
--- a/data/part-b/cricket/059.txt
+++ b/data/part-b/cricket/059.txt
--- a/data/part-b/cricket/060.txt
+++ b/data/part-b/cricket/060.txt
--- a/data/part-b/cricket/061.txt
+++ b/data/part-b/cricket/061.txt
--- a/data/part-b/cricket/062.txt
+++ b/data/part-b/cricket/062.txt
--- a/data/part-b/cricket/063.txt
+++ b/data/part-b/cricket/063.txt
--- a/data/part-b/cricket/064.txt
+++ b/data/part-b/cricket/064.txt
--- a/data/part-b/cricket/065.txt
+++ b/data/part-b/cricket/065.txt
--- a/data/part-b/cricket/066.txt
+++ b/data/part-b/cricket/066.txt
--- a/data/part-b/cricket/067.txt
+++ b/data/part-b/cricket/067.txt
--- a/data/part-b/cricket/068.txt
+++ b/data/part-b/cricket/068.txt
--- a/data/part-b/cricket/069.txt
+++ b/data/part-b/cricket/069.txt
--- a/data/part-b/cricket/070.txt
+++ b/data/part-b/cricket/070.txt
--- a/data/part-b/cricket/071.txt
+++ b/data/part-b/cricket/071.txt
--- a/data/part-b/cricket/072.txt
+++ b/data/part-b/cricket/072.txt
--- a/data/part-b/cricket/073.txt
+++ b/data/part-b/cricket/073.txt
--- a/data/part-b/cricket/074.txt
+++ b/data/part-b/cricket/074.txt
--- a/data/part-b/cricket/075.txt
+++ b/data/part-b/cricket/075.txt
--- a/data/part-b/cricket/076.txt
+++ b/data/part-b/cricket/076.txt
--- a/data/part-b/cricket/077.txt
+++ b/data/part-b/cricket/077.txt
--- a/data/part-b/cricket/078.txt
+++ b/data/part-b/cricket/078.txt
--- a/data/part-b/cricket/079.txt
+++ b/data/part-b/cricket/079.txt
--- a/data/part-b/cricket/080.txt
+++ b/data/part-b/cricket/080.txt
--- a/data/part-b/cricket/081.txt
+++ b/data/part-b/cricket/081.txt
--- a/data/part-b/cricket/082.txt
+++ b/data/part-b/cricket/082.txt
--- a/data/part-b/cricket/083.txt
+++ b/data/part-b/cricket/083.txt
--- a/data/part-b/cricket/084.txt
+++ b/data/part-b/cricket/084.txt
--- a/data/part-b/cricket/085.txt
+++ b/data/part-b/cricket/085.txt
--- a/data/part-b/cricket/086.txt
+++ b/data/part-b/cricket/086.txt
--- a/data/part-b/cricket/087.txt
+++ b/data/part-b/cricket/087.txt
--- a/data/part-b/cricket/088.txt
+++ b/data/part-b/cricket/088.txt
--- a/data/part-b/cricket/089.txt
+++ b/data/part-b/cricket/089.txt
--- a/data/part-b/cricket/090.txt
+++ b/data/part-b/cricket/090.txt
--- a/data/part-b/cricket/091.txt
+++ b/data/part-b/cricket/091.txt
--- a/data/part-b/cricket/092.txt
+++ b/data/part-b/cricket/092.txt
--- a/data/part-b/cricket/093.txt
+++ b/data/part-b/cricket/093.txt
--- a/data/part-b/cricket/094.txt
+++ b/data/part-b/cricket/094.txt
--- a/data/part-b/cricket/095.txt
+++ b/data/part-b/cricket/095.txt
--- a/data/part-b/cricket/096.txt
+++ b/data/part-b/cricket/096.txt
--- a/data/part-b/cricket/097.txt
+++ b/data/part-b/cricket/097.txt
--- a/data/part-b/cricket/098.txt
+++ b/data/part-b/cricket/098.txt
--- a/Show more
+++ b/Show more