This is part of the Scicloj Clojure Data Scrapbook.

Clay & Noj demo: data visualization

(ns index
  (:require [scicloj.metamorph.ml.toydata
             :as toydata]
            [scicloj.noj.v1.vis.hanami
             :as hanami]
            [scicloj.kindly.v4.kind
             :as kind]))

(kind/video {:youtube-id "X_SsjhmG5Ok"})

Arithmetic

(+ 1 2)

3

Datasets

(def iris
  (toydata/iris-ds))

iris

_unnamed [150 5]:

:sepal_length	:sepal_width	:petal_length	:petal_width	:species
5.1	3.5	1.4	0.2	0
4.9	3.0	1.4	0.2	0
4.7	3.2	1.3	0.2	0
4.6	3.1	1.5	0.2	0
5.0	3.6	1.4	0.2	0
5.4	3.9	1.7	0.4	0
4.6	3.4	1.4	0.3	0
5.0	3.4	1.5	0.2	0
4.4	2.9	1.4	0.2	0
4.9	3.1	1.5	0.1	0
…	…	…	…	…
6.9	3.1	5.4	2.1	1
6.7	3.1	5.6	2.4	1
6.9	3.1	5.1	2.3	1
5.8	2.7	5.1	1.9	1
6.8	3.2	5.9	2.3	1
6.7	3.3	5.7	2.5	1
6.7	3.0	5.2	2.3	1
6.3	2.5	5.0	1.9	1
6.5	3.0	5.2	2.0	1
6.2	3.4	5.4	2.3	1
5.9	3.0	5.1	1.8	1

Tables

(-> iris
    (kind/table {:element/max-height "500px"}))

:sepal_length	:sepal_width	:petal_length	:petal_width	:species
5.1	3.5	1.4	0.2	0
4.9	3.0	1.4	0.2	0
4.7	3.2	1.3	0.2	0
4.6	3.1	1.5	0.2	0
5.0	3.6	1.4	0.2	0
5.4	3.9	1.7	0.4	0
4.6	3.4	1.4	0.3	0
5.0	3.4	1.5	0.2	0
4.4	2.9	1.4	0.2	0
4.9	3.1	1.5	0.1	0
5.4	3.7	1.5	0.2	0
4.8	3.4	1.6	0.2	0
4.8	3.0	1.4	0.1	0
4.3	3.0	1.1	0.1	0
5.8	4.0	1.2	0.2	0
5.7	4.4	1.5	0.4	0
5.4	3.9	1.3	0.4	0
5.1	3.5	1.4	0.3	0
5.7	3.8	1.7	0.3	0
5.1	3.8	1.5	0.3	0
5.4	3.4	1.7	0.2	0
5.1	3.7	1.5	0.4	0
4.6	3.6	1.0	0.2	0
5.1	3.3	1.7	0.5	0
4.8	3.4	1.9	0.2	0
5.0	3.0	1.6	0.2	0
5.0	3.4	1.6	0.4	0
5.2	3.5	1.5	0.2	0
5.2	3.4	1.4	0.2	0
4.7	3.2	1.6	0.2	0
4.8	3.1	1.6	0.2	0
5.4	3.4	1.5	0.4	0
5.2	4.1	1.5	0.1	0
5.5	4.2	1.4	0.2	0
4.9	3.1	1.5	0.2	0
5.0	3.2	1.2	0.2	0
5.5	3.5	1.3	0.2	0
4.9	3.6	1.4	0.1	0
4.4	3.0	1.3	0.2	0
5.1	3.4	1.5	0.2	0
5.0	3.5	1.3	0.3	0
4.5	2.3	1.3	0.3	0
4.4	3.2	1.3	0.2	0
5.0	3.5	1.6	0.6	0
5.1	3.8	1.9	0.4	0
4.8	3.0	1.4	0.3	0
5.1	3.8	1.6	0.2	0
4.6	3.2	1.4	0.2	0
5.3	3.7	1.5	0.2	0
5.0	3.3	1.4	0.2	0
7.0	3.2	4.7	1.4	2
6.4	3.2	4.5	1.5	2
6.9	3.1	4.9	1.5	2
5.5	2.3	4.0	1.3	2
6.5	2.8	4.6	1.5	2
5.7	2.8	4.5	1.3	2
6.3	3.3	4.7	1.6	2
4.9	2.4	3.3	1.0	2
6.6	2.9	4.6	1.3	2
5.2	2.7	3.9	1.4	2
5.0	2.0	3.5	1.0	2
5.9	3.0	4.2	1.5	2
6.0	2.2	4.0	1.0	2
6.1	2.9	4.7	1.4	2
5.6	2.9	3.6	1.3	2
6.7	3.1	4.4	1.4	2
5.6	3.0	4.5	1.5	2
5.8	2.7	4.1	1.0	2
6.2	2.2	4.5	1.5	2
5.6	2.5	3.9	1.1	2
5.9	3.2	4.8	1.8	2
6.1	2.8	4.0	1.3	2
6.3	2.5	4.9	1.5	2
6.1	2.8	4.7	1.2	2
6.4	2.9	4.3	1.3	2
6.6	3.0	4.4	1.4	2
6.8	2.8	4.8	1.4	2
6.7	3.0	5.0	1.7	2
6.0	2.9	4.5	1.5	2
5.7	2.6	3.5	1.0	2
5.5	2.4	3.8	1.1	2
5.5	2.4	3.7	1.0	2
5.8	2.7	3.9	1.2	2
6.0	2.7	5.1	1.6	2
5.4	3.0	4.5	1.5	2
6.0	3.4	4.5	1.6	2
6.7	3.1	4.7	1.5	2
6.3	2.3	4.4	1.3	2
5.6	3.0	4.1	1.3	2
5.5	2.5	4.0	1.3	2
5.5	2.6	4.4	1.2	2
6.1	3.0	4.6	1.4	2
5.8	2.6	4.0	1.2	2
5.0	2.3	3.3	1.0	2
5.6	2.7	4.2	1.3	2
5.7	3.0	4.2	1.2	2
5.7	2.9	4.2	1.3	2
6.2	2.9	4.3	1.3	2
5.1	2.5	3.0	1.1	2
5.7	2.8	4.1	1.3	2
6.3	3.3	6.0	2.5	1
5.8	2.7	5.1	1.9	1
7.1	3.0	5.9	2.1	1
6.3	2.9	5.6	1.8	1
6.5	3.0	5.8	2.2	1
7.6	3.0	6.6	2.1	1
4.9	2.5	4.5	1.7	1
7.3	2.9	6.3	1.8	1
6.7	2.5	5.8	1.8	1
7.2	3.6	6.1	2.5	1
6.5	3.2	5.1	2.0	1
6.4	2.7	5.3	1.9	1
6.8	3.0	5.5	2.1	1
5.7	2.5	5.0	2.0	1
5.8	2.8	5.1	2.4	1
6.4	3.2	5.3	2.3	1
6.5	3.0	5.5	1.8	1
7.7	3.8	6.7	2.2	1
7.7	2.6	6.9	2.3	1
6.0	2.2	5.0	1.5	1
6.9	3.2	5.7	2.3	1
5.6	2.8	4.9	2.0	1
7.7	2.8	6.7	2.0	1
6.3	2.7	4.9	1.8	1
6.7	3.3	5.7	2.1	1
7.2	3.2	6.0	1.8	1
6.2	2.8	4.8	1.8	1
6.1	3.0	4.9	1.8	1
6.4	2.8	5.6	2.1	1
7.2	3.0	5.8	1.6	1
7.4	2.8	6.1	1.9	1
7.9	3.8	6.4	2.0	1
6.4	2.8	5.6	2.2	1
6.3	2.8	5.1	1.5	1
6.1	2.6	5.6	1.4	1
7.7	3.0	6.1	2.3	1
6.3	3.4	5.6	2.4	1
6.4	3.1	5.5	1.8	1
6.0	3.0	4.8	1.8	1
6.9	3.1	5.4	2.1	1
6.7	3.1	5.6	2.4	1
6.9	3.1	5.1	2.3	1
5.8	2.7	5.1	1.9	1
6.8	3.2	5.9	2.3	1
6.7	3.3	5.7	2.5	1
6.7	3.0	5.2	2.3	1
6.3	2.5	5.0	1.9	1
6.5	3.0	5.2	2.0	1
6.2	3.4	5.4	2.3	1
5.9	3.0	5.1	1.8	1

Visualization

(-> iris
    (hanami/linear-regression-plot
     :petal_length
     :petal_width
     {:line-options {:MCOLOR "brown"
                     :MSIZE 10
                     :OPACITY 0.5}
      :point-options {:MSIZE 100}}))

source: projects/visual-tools/clay-calva-demo-20231216/notebooks/index.clj