Skip to main content
Erschienen in:
Buchtitelbild

2020 | OriginalPaper | Buchkapitel

1. Introduction

verfasst von : Alfonso Zamora Saiz, Carlos Quesada González, Lluís Hurtado Gil, Diego Mondéjar Ruiz

Erschienen in: An Introduction to Data Analysis in R

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Since the beginning of the twenty-first century, the humankind has witnessed the emergence of a new generation of mathematical and statistical tools that are reshaping the way of doing business and the future of society. Everything is data nowadays: company clients are tabulated pieces of data, laboratory experiments output is expressed as data, and our own history records through the internet are also made of data. And these data need to be treated, to be taken into account, to have all their important information extracted and to serve business, society, or ourselves. And that is the task of a data analyst.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
2
Charts are created with data taken from [12].
 
3
Details on scraping and APIs are given in Sect. 3.​2.
 
Literatur
1.
Zurück zum Zitat Adler, J. R in a Nutshell. O’Reilly Media, Inc., 2012. Adler, J. R in a Nutshell. O’Reilly Media, Inc., 2012.
3.
Zurück zum Zitat B. S. Everitt and T. Hothorn. A Handbook of Statistical Analyses Using R. Chapman & Hall/CRC, 2006. B. S. Everitt and T. Hothorn. A Handbook of Statistical Analyses Using R. Chapman & Hall/CRC, 2006.
5.
Zurück zum Zitat Hastie, T., Tibshirani, R. and Friedman, J.H. The elements of statistical learning: data mining, inference, and prediction. Springer, Berlin, Germany, 2009.CrossRef Hastie, T., Tibshirani, R. and Friedman, J.H. The elements of statistical learning: data mining, inference, and prediction. Springer, Berlin, Germany, 2009.CrossRef
6.
Zurück zum Zitat K. Healy. Data Visualization for Social Science: A practical introduction with R and ggplot2. Princeton University Press, 2017. K. Healy. Data Visualization for Social Science: A practical introduction with R and ggplot2. Princeton University Press, 2017.
8.
Zurück zum Zitat James, G., Witten, D., Hastie, T. and Tibshirani, R. An Introduction to Statistical Learning: With Applications in R. Springer Publishing Company, Incorporated, New York, USA, 2014.MATH James, G., Witten, D., Hastie, T. and Tibshirani, R. An Introduction to Statistical Learning: With Applications in R. Springer Publishing Company, Incorporated, New York, USA, 2014.MATH
9.
Zurück zum Zitat M. Kuhn and K. Johnson. Applied predictive modeling. Springer, New York, NY, 2013.CrossRef M. Kuhn and K. Johnson. Applied predictive modeling. Springer, New York, NY, 2013.CrossRef
10.
Zurück zum Zitat Lugmayr, A., Stockleben, B., Scheib, C., Mailaparampil, M., Mesia, N. and Ranta, H. A comprehensive survey on big-data research and its implications-what is really’new’in big data? It’s cognitive big data! In PACIS Proceedings, page 248, 2016. Lugmayr, A., Stockleben, B., Scheib, C., Mailaparampil, M., Mesia, N. and Ranta, H. A comprehensive survey on big-data research and its implications-what is really’new’in big data? It’s cognitive big data! In PACIS Proceedings, page 248, 2016.
11.
Zurück zum Zitat T. Mailund. Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist. Apress, Berkeley, CA, USA, 1st edition, 2017.CrossRef T. Mailund. Beginning Data Science in R: Data Analysis, Visualization, and Modelling for the Data Scientist. Apress, Berkeley, CA, USA, 1st edition, 2017.CrossRef
12.
Zurück zum Zitat McCallum, J. C. Price-Performance of Computer Technology, chapter “Visualization” in the Computer Engineering Handbook, pp 4:1-18. Vojin G. Oklobdzija, editor, CRC Press, Boca Raton, Florida, USA, 1st edition, 2002. McCallum, J. C. Price-Performance of Computer Technology, chapter “Visualization” in the Computer Engineering Handbook, pp 4:1-18. Vojin G. Oklobdzija, editor, CRC Press, Boca Raton, Florida, USA, 1st edition, 2002.
13.
Zurück zum Zitat Patgiri, R. and Ahmed, A. Big data: The V’s of the game changer paradigm. In 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), pages 17–24, New Jersey, USA, 2016. IEEE. Patgiri, R. and Ahmed, A. Big data: The V’s of the game changer paradigm. In 2016 IEEE 18th International Conference on High Performance Computing and Communications; IEEE 14th International Conference on Smart City; IEEE 2nd International Conference on Data Science and Systems (HPCC/SmartCity/DSS), pages 17–24, New Jersey, USA, 2016. IEEE.
14.
Zurück zum Zitat Wickham, H. and Grolemund, G. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O’Reilly Media, Inc., California, USA, 2017. Wickham, H. and Grolemund, G. R for Data Science: Import, Tidy, Transform, Visualize, and Model Data. O’Reilly Media, Inc., California, USA, 2017.
Metadaten
Titel
Introduction
verfasst von
Alfonso Zamora Saiz
Carlos Quesada González
Lluís Hurtado Gil
Diego Mondéjar Ruiz
Copyright-Jahr
2020
DOI
https://doi.org/10.1007/978-3-030-48997-7_1

Premium Partner