# Artificial Intelligence

## Scatter Plots

• Data Collections
• Scatter Plots
• Graphs

## Data Collection

Collecting data is the most important part of any Machine Intelligence projects.

The most common data to collect are numbers and measurements.

Often data are stored in arrays representing the relationship between values.

This table contains house prices versus size:

 Price 7 8 8 9 9 9 10 11 14 14 15 Size 50 60 70 80 90 100 110 120 130 140 150

## Scatter Plots

A Scatter Plot has points scattered over an area representing the relationship between two values.

### Example

var xArray = [50,60,70,80,90,100,110,120,130,140,150];
var yArray = [7,8,8,9,9,9,10,11,14,14,15];

// Define Data
var data = [{
x: xArray,
y: yArray,
mode:"markers"
}];

// Define Layout
var layout = {
xaxis: {range: [40, 160], title: "Square Meters"},
yaxis: {range: [5, 16], title: "Price in Millions"},
title: "House Prices vs. Size"
};

// Display with Plotly
Plotly.newPlot("myPlot", data, layout);
Try it Yourself ยป

## Graphs

A Graph can also be used to show the same values:

 Price 7 8 8 9 9 9 10 11 14 14 15 Size 50 60 70 80 90 100 110 120 130 140 150

### Source Code

var xArray = [50,60,70,80,90,100,110,120,130,140,150];
var yArray = [7,8,8,9,9,9,10,11,14,14,15];

// Define Data
var data = [{
x: xArray,
y:yArray,
mode:"lines"
}];

// Define Layout
var layout = {
xaxis: {range: [40, 160], title: "Square Meters"},
yaxis: {range: [5, 16], title: "Price in Millions"},
title: "House Prices vs Size"
};

// Display with Plotly
Plotly.newPlot("myPlot", data, layout);

Try it Yourself »

## When to Use Scatter Plots

Scatter plots are great for:

• Seeing the "Big Picture"
• Compare different values
• Discovering potential trends
• Discovering patterns in data
• Discovering relationships between data
• Discovering Clusters and Correlations