fesomadealli/wafcon-2024-data-review

Explore our latest data-driven insights on African sports. This report contains in-depth analysis of goals, performance data, spotlights and behind-the-scenes storytelling visualisations of the just concluded 2024 TotalEnergies Women's Africa Cup of Nations in Morocco. ## Report Overview Explore our latest data-driven insights on African sports. This report contains in-depth analysis of goals, performance data, spotlights and behind-the-scenes storytelling visualisations of the just concluded 2024 TotalEnergies Women's Africa Cup of Nations in Morocco. - Read online: sports.allimediahub.com - Download PDF: drive.google.com ### Python Notebook Repo contains a python notebook file used for perform the analysis (wafcon24.ipynb) ## Report Structure ### Chapter One: NETBUSTERS - SECTION 1: goal distribution - SECTION 2: all-time goal records - SECTION 3: wafcon group stage in numbers - SECTION 4: knockout stages in numbers - SECTION 5: ATTACK MODE - SECTION 6: AMH GOAL OF THE TOURNAMENT ### Chapter Two: 12-YARD SPECIALISTS - SECTION 1: IN-GAME PENALTIES - SECTION 2: PENALTY SHOOTOUTS ### Chapter Three: TEAM PERFORMANCE - SECTION 1: EXPECTED GOALS - SECTION 2: WAFCON DIFFICULTY LEVEL - SECTION 3: TEAM PERFORMANCE - SECTION 4: BALL POSSESSION & GOAL AREA ### Chapter Four: GOALKEEPERS - SECTION 1: goals prevented - SECTION 2: SAVE PERCENTAGES - SECTION 3: SHOTS FACED VS GOALS PREVENTED - SECTION 4: SAVES VS SHOT QUALITY ### Chapter Five: SPOTLIGHTS - spotlight 1: THE ALGERIAN MASTERCLASS - spotlight 2: WAFCON IN FINALS - spotlight 3: GHIZLANE CHEBBAK - spotlight 4: BANDA X RACHEAL ### Chapter Six: BTS - SECTION 1: HOW WE MAKE THE MAGIC you read - SECTION 2: our BONUS PACKAGE - SECTION 3: CREDITS & ACKNOWLEDGEMENTS