Data exploration and Data visualization

Shortcuts: Differences, Similarities, Jaccard Similarity Coefficient, References.

Difference between Data exploration and Data visualization

Data exploration vs. Data visualization

Data exploration is an approach similar to initial data analysis, whereby a data analyst uses visual exploration to understand what is in a dataset and the characteristics of the data, rather than through traditional data management systems, Overview of Data Exploration Techniques: Stratos Idreos, Olga Papaemmonouil, Surajit Chaudhuri. Data visualiation or data visualiation is viewed by many disciplines as a modern equivalent of visual communication.

Similarities between Data exploration and Data visualization

Data exploration and Data visualization have 4 things in common (in Unionpedia): Data profiling, Data science, Exploratory data analysis, John Tukey.

Data profiling

Data profiling is the process of examining the data available from an existing information source (e.g. a database or a file) and collecting statistics or informative summaries about that data.

Data exploration and Data profiling · Data profiling and Data visualization · See more »

Data science

Data science is an interdisciplinary field that uses scientific methods, processes, algorithms and systems to extract knowledge and insights from data in various forms, both structured and unstructured, similar to data mining.

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Exploratory data analysis

In statistics, exploratory data analysis (EDA) is an approach to analyzing data sets to summarize their main characteristics, often with visual methods.

Data exploration and Exploratory data analysis · Data visualization and Exploratory data analysis · See more »

John Tukey

John Wilder Tukey (June 16, 1915 – July 26, 2000) was an American mathematician best known for development of the FFT algorithm and box plot.

Data exploration and John Tukey · Data visualization and John Tukey · See more »

The list above answers the following questions

What Data exploration and Data visualization have in common
What are the similarities between Data exploration and Data visualization

Data exploration and Data visualization Comparison

Data exploration has 13 relations, while Data visualization has 129. As they have in common 4, the Jaccard index is 2.82% = 4 / (13 + 129).

References

This article shows the relationship between Data exploration and Data visualization. To access each article from which the information was extracted, please visit:

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