Data Visualization using Statistical Graphs
ICSE · Class 11 · Artificial Intelligence
Summary of Data Visualization using Statistical Graphs for ICSE Class 11 Artificial Intelligence. Key concepts, important points, and chapter overview.
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Overview
Data visualization is the graphical representation of information and data. Graphs, charts, and maps make patterns, trends, and outliers easier to understand. A graph is a pictorial representation or diagram that represents data or values in an organized manner. Graphs use two perpendicular axes: th
Key Concepts
A graph is a pictorial representation
A graph is a pictorial representation or diagram that represents data or values in an organized manner. Points on the graph often show relationships b
The X
The X-axis is the horizontal axis and the Y-axis is the vertical axis. They are perpendicular to each other, and their intersection is called the orig
A bar graph presents categorical data
A bar graph presents categorical data with rectangular bars whose heights or lengths are proportional to the values they represent. Bars can be vertic
A histogram is a graphical display
A histogram is a graphical display of data using bars of different heights. Each bar groups numbers into ranges, and taller bars show that more data f
A scatter plot is a set
A scatter plot is a set of data points plotted along the X and Y axes to represent the relationship between two variables for paired data. It uses dot
Learning Objectives
- Understand the various types of graphs
- Understand the concept of dimensionality of data
- Learn the types of graphs used to visualize high dimensional data
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