/Explorator-Data-Analysis-with-Javascript

Exploratory Data Analysis with Javascript - https://medium.com/@joaogabriellima/an%C3%A1lise-explorat%C3%B3ria-de-dados-com-javascript-parte-1-manipula%C3%A7%C3%A3o-de-dados-81c8471685c7

Primary LanguageJavaScript

Exploratory Data Analysis with Javascript

Author: João Gabriel Lima

In this repo you can see this examples:

  • [ok] Load datasets
  • [ok] Work with columns
  • [ok] Work with rows
  • [ok] Merge data frames
  • [ok] Data frame transformation
  • [ok] Distinct values on data series
  • [ok] Extracting rows from a data frame
  • [ok] Filtering a data frame
  • [ok] Merge Data frames: Concatenation and Join
  • [ok] Series transformation
  • [ok] Sorting data series
  • [ok] Work with data subsets
  • Statistical Discriptive
  • Work with Outliers
  • Visualizations with Histogram, Lines, Scatter, Box-plot

Datasets:

In this chapter we use the Iris dataset for build our examples. You can download the dataset in:

https://archive.ics.uci.edu/ml/datasets/Iris
This dataset have the structure below:
Attribute Description
sepallength sepal length in cm
sepalwidth sepal width in cm
petallength petal length in cm
petalwidth petal width in cm
class (Iris Setosa; Iris Versicolour; Iris Virginica)