Cricketing Insights Unveiled: Python-Based Information Extraction from IPL

In today’s data-driven world, the importance of data analytics is growing exponentially. Data analysis aims to extract valuable insights from large datasets and facilitate informed decision-making. It plays a pivotal role across various fields, including healthcare, business, education, sports, and entertainment. Utilizing data science and Python programming, this study delves into analyzing raw IPL data to uncover actionable insights. Cricket holds a special place in the hearts of fans worldwide. This article focuses on extracting meaningful insights from raw IPL data compiled in Excel sheets, encompassing details like team performance, seasons, match dates, venues, players, toss outcomes, and umpire decisions. Each attribute was meticulously analyzed to derive insights that can aid in predicting match outcomes and enhancing player performance.

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Publication Details

Journal
Journal of Independent Studies and Research - Computing
Published
2024-12-19
DOI
https://doi.org/10.31645/jisrc.24.22.2.12
Primary Topic
Sports Analytics and Performance
Type
article
Field-Weighted Citation Impact
0.00
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article

Cricketing Insights Unveiled: Python-Based Information Extraction from IPL

Kubra Bashir, Syeda Iqra Hassan, Fatima Maqbool, Afsheen Maroof et al.
Journal of Independent Studies and Research - Computing
Sports Analytics and Performance
article

Cricketing Insights Unveiled: Python-Based Information Extraction from IPL

Kubra Bashir, Syeda Iqra Hassan, Fatima Maqbool, Afsheen Maroof, Kiran Bashir
article en

Abstract

In today’s data-driven world, the importance of data analytics is growing exponentially. Data analysis aims to extract valuable insights from large datasets and facilitate informed decision-making. It plays a pivotal role across various fields, including healthcare, business, education, sports, and entertainment. Utilizing data science and Python programming, this study delves into analyzing raw IPL data to uncover actionable insights. Cricket holds a special place in the hearts of fans worldwide. This article focuses on extracting meaningful insights from raw IPL data compiled in Excel sheets, encompassing details like team performance, seasons, match dates, venues, players, toss outcomes, and umpire decisions. Each attribute was meticulously analyzed to derive insights that can aid in predicting match outcomes and enhancing player performance.

Journal of Independent Studies and Research - ComputingVol. 22(2)
Karachi Institute of Economics and Technology (PK), Sir Syed University of Engineering and Technology (PK), Institute of Business Management (PK), University of Kuala Lumpur (MY), Bahria University (PK)
Peace, Justice and strong institutions
Openalex Percentile: Top 71%
Sports Analytics and Performance
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