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Shreya Sinha

Data Analytics on Gun Voilence in USA

America is reeling from yet another devastating spate of mass shootings. Last month, in the span of 10 days, shooters targeted a Taiwanese church in California, a grocery store in a Black neighborhood in New York, and an elementary school in Texas

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Netflix TV Shows and Movies Analysis

This data set was created to list all shows available on Netflix streaming, and analyze the data to find interesting facts. This data was acquired in May 2022 containing data available in the United States.

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Exploratory Data Analysis on Chinese Debt Trap

Dataset gives idea about how Chinese debt choking developing countries.Debt-trap diplomacy is a term in international finance which describes a creditor country or institution extending debt to a borrowing nation partially, or solely, to increase the lender's political leverage.

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Zomato Restaurants Analysis and Prediction

The basic idea of analyzing the Zomato dataset is to get a fair idea about the factors affecting the aggregate rating of each restaurant, establishment of different types of restaurant at different places, Bengaluru being one such city has more than 12,000 restaurants with restaurants serving dishes from all over the world.

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Naive Bayes Classifier in Python

In machine learning, Naïve Bayes classification is a straightforward and powerful algorithm for the classification task. In this kernel, I implement Naive Bayes Classification algorithm with Python and Scikit-Learn. I build a Naive Bayes Classifier to predict whether a person makes over 50K a year.

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Impact on Airport Traffic due to COVID-19

However, the COVID-19 outbreak has hit airports hard—which could stall development in emerging markets. As a result, air travel has fallen sharply, which has prompted airlines to cut capacity. Many have been closed by governments to contain the spread of the virus. The result is a sharp fall in revenues. Given the importance of airports to the economic development of cities, countries, and regions, the broader impact of COVID-19 on the global economy is enormous.

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