Data Science Studies

Data Science Studies.

Then, you will find all the studies carried out on data, applying data science methods.

COSTOMIZE – Predicting the number of visits of a store by day (paper)

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Authors: Alvaro Mazcuñán Herreros Miquel Marín Colomé Lisa Gilyarovskaya Ignacio Cano Navarro Angel Langdon Villamayor Iker Rodriguez Introduction 2 Value Assessment 2 Technical Integration 3 Data 5 Data Description 5 Data Preparation 6 SafeGraph “Patterns” Data Filtering 6 More Data Sources for later Integration 7 Data Transformations and Integration 8 Data Normalization (CBG micro normalization) …

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Analysis of Crime in the Autonomous Communities of Spain

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FINAL PROJECT DEGREE IN CRIMINOLOGY UNIVERSITY: University of Valencia FACULTY: School of Law STUDENT: Kateryna Andriana Ivashkiv Shulhan TUTOR/A: Sergio Iserte Agut DEPARTMENT OF THE TUTOR: Computer Science Department ACADEMIC COURSE: 2019-2020 The use of statistics in Criminology acquires great relevance when observing patterns in the temporal distribution and …

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Explanation of the crime analysis in Spain and the Crime Map in Spain

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TFG performed by Andriana Ivashkiv: https://www.linkedin.com/in/kateryna-andriana-ivashkiv-shulhan-a833ba193/ INTRODUCTION The growing concern about different political causes, The economic and socio-cultural aspects of the crime phenomenon have led to the development of the "third level of interpretation" of Criminology; obtaining generalizable results on crime through statistics from official sources[1]. On the other hand, and …

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Analysis of total crimes in Spain

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This analysis is part of the TFG carried out by Andriana Ivashkiv, for more information go to this link Analysis carried out by Andriana Ivashkiv: https://www.linkedin.com/in/kateryna-andriana-ivashkiv-shulhan-a833ba193/ ANALYSIS OF TOTAL CRIMES The analysis of total crimes consists of a study of the average number of crimes and the evolution of crime over time of the communities …

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Analysis of the determinants of crime in Spain

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This analysis is part of the TFG carried out by Andriana Ivashkiv, for more information go to this link Analysis carried out by Andriana Ivashkiv: https://www.linkedin.com/in/kateryna-andriana-ivashkiv-shulhan-a833ba193/ ANALYSIS OF THE DETERMINING FACTORS OF CRIMINALITY This study is carried out with data extracted from the statistics of the Ministry of the Interior and the National Institute of Statistics (OTHER). Being both organisms …

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Analysis of crime in Spain according to the type of crime

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This analysis is part of the TFG carried out by Andriana Ivashkiv, for more information go to this link Analysis carried out by Andriana Ivashkiv: https://www.linkedin.com/in/kateryna-andriana-ivashkiv-shulhan-a833ba193/ ANALYSIS OF THE TYPES OF CRIME The analysis of the types of crime consists of an interpretation of the graphs with the data relative to the means for each 100.000 inhabitants of twelve …

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Pollution and traffic 2020 (lockdown) compared to 2017

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Pollution and traffic evolution 2020 (lockdown) compared to 2017 on the same dates Introduction: Pollution and traffic 2020 (lockdown) compared to 2017 A study of the evolution of traffic and pollution in Valencia with and without the Coronavirus will be carried out on the same dates, differing in the year only. Available …

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Contamination and confinement traffic, phase 0 and phase 1

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Pollution and vehicle hour levels during quarantine, phase 1 and phase 0 Introduction: Contamination and confinement traffic, phase 0 and phase 1 A study of the evolution of traffic and pollution in Valencia will be carried out in the 3 different stages that the country has recently experienced: lockdown, phase 0 and …

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