Streaming Services - Analysis
Analysis examining the performance of the top 4 streaming companies in terms of the popularity of their top shows and whether these influenced the share prices of each company.
R
The growth and demand for the R statistical programming language perfectly reveals the great importance that data scientists, administrations, companies and the world's most prestigious organizations are giving to predictive analytics. This orientation is a consequence of the new culture that has become widespread with respect to data and its importance. Data analysis is becoming increasingly important, as it will subsequently be converted into valuable information.
The actual capacity to store and process large data sets of all kinds requires software tools capable of detecting patterns in the data analyzed, which allows the proposal of rules to formulate forecasts and trends.
R is the basic reference software in the world of statistics, the most powerful and efficient tool on the market. It is open source, so it has no acquisition cost and is available for all operating systems. It is a stable, reliable, flexible and cutting-edge software as it is constantly updated with new functions and packages accessible in real time. This statistical programming language is designed to perform statistical calculations, mathematical computations and graph creation in an easy and fast way, with a lot of documentation available thanks to the large active community it has as it is a collaborative project.
Projects
University Careers - Cluster Analysis
Analysis of university careers in the United States using K-means Clustering to identify the differences between careers according to factors such as: salary, growth, etc.
Cab Fares - Prediction
Analysis of cab trips in Manhattan, New York using Random Forest and Regression Tree models to predict the locations and times of peak activity and consequently maximize workers' earnings.
Criminal Activity - Analysis
Crime analysis that explores the relationship between crime incidents reported by civilians and police officers using open data provided by the San Francisco, California police department.
Body Mass Index - Analysis
Analysis of the results of the National Health and Nutrition Examination survey to verify any relationship between the measurements, in particular the Body Mass Index and its relationship with physical activity.
Agricultural Goods Price - Forecast
Agriculture is often the main source of income in developing countries, this project analyzes and forecasts the price of different products in the coming years according to the time series of these products.