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23 articles for “Pandas”
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Python's Applications in the Profession of Data Science
Abstract: Because of its ease of use, adaptability, and huge ecosystem of libraries, Python has become one of the most influential programming languages in the field of data science. Python is highly valued for its straightforward and versatile nature. This study delves into its various uses in data science, including tasks like data preprocessing, exploratory data analysis (EDA), statistical modeling, machine learning, and creating visualizations. Libraries like Pandas and NumPy make …
Published in International Journal of Data Structure Studies · Vol. 3, Issue 1, 2025 · pp. 23–30 Read article
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A Study on the Effect of a Structured Educational Program on Menstrual Hygiene Awareness Among Adolescent Girls at Pt. Shri Narayan Pandey Intermediate College, Chaubepur, Kanpur, Uttar Pradesh
Abstract: Menstruation is totally normal and experienced by lots of people worldwide each month. Taking care of your menstrual hygiene is super important for women and girls from their first period to menopause. During those 2–7 days each month, it is essential to practice good menstrual health for avoiding infections, minimizing odors, and staying comfy. Unfortunately, in many places, talking about periods is considered taboo due to traditional beliefs. This lack …
Published in International Journal of Midwifery Nursing And Practices · Vol. 3, Issue 1, 2025 · pp. 14–20 Read article
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Improving Dataset Integrity Through Automated Data Cleaning Techniques
Abstract: High-quality data is a fundamental requirement in data science for producing trustworthy analytical insights and effective machine learning models. Problems, including incomplete records, inconsistent entries, duplicate observations, and anomalous values, can severely reduce the accuracy and robustness of predictive systems. As modern datasets continue to expand in both volume and structural complexity, relying on manual data cleaning methods become time-consuming and error-prone, highlighting the growing importance of automated data preprocessing …
Published in International Journal of Data Structure Studies · Vol. 4, Issue 1, 2026 · pp. 40–45 Read article