Gaming Data Visualization
Expert-defined terms from the Advanced Skill Certificate in Online Gaming Analytics course at HealthCareStudies (An LSPM brand). Free to read, free to share, paired with a globally recognised certification pathway.
A/B Testing #
A/B Testing
A/B testing , also known as split testing, is a method of comparing two ve… #
This is typically done by randomly showing users either version A or version B and measuring the impact on a specific goal, such as click-through rate or conversion rate. The results of the test can then be used to inform decisions about which version to use going forward.
Bar Chart #
Bar Chart
A bar chart is a type of chart used to compare data across different cate… #
It consists of rectangular bars, with the length of each bar representing the value of the category it represents. Bar charts can be organized horizontally or vertically and are often used to compare data between multiple groups.
Box Plot #
Box Plot
A box plot is a type of chart used to visualize the distribution of data #
It consists of a box, which shows the range of the middle 50% of the data, and "whiskers" that extend to show the minimum and maximum values. Box plots can be used to compare the distribution of data between multiple groups and can help to identify outliers and skewness in the data.
Data #
Data
Data is any information that can be collected and analyzed #
It can take many forms, including numerical, textual, and visual. In the context of gaming, data can include information about player behavior, game performance, and in-game transactions.
Data Analysis #
Data Analysis
Data analysis is the process of examining and interpreting data in order… #
This can involve cleaning and preparing the data, applying statistical methods, and creating visualizations to help communicate the results.
Data Visualization #
Data Visualization
Data visualization is the process of creating graphical representations o… #
This can include charts, graphs, and other types of visualizations that help to highlight patterns, trends, and relationships in the data.
Distribution #
Distribution
Distribution refers to the way in which data is spread out #
It can be described using measures such as mean, median, and mode, as well as measures of dispersion such as range and standard deviation. Understanding the distribution of data is important for making sense of the data and identifying any patterns or trends.
Heatmap #
Heatmap
A heatmap is a type of data visualization that uses color to show the int… #
It is often used to show the distribution of data points over a two-dimensional surface, with darker colors indicating higher concentrations of data.
Histogram #
Histogram
A histogram is a type of chart used to show the distribution of continuou… #
It consists of rectangular bars, with the width of each bar representing the range of values it covers and the height representing the frequency of those values.
Line Chart #
Line Chart
A line chart is a type of chart used to show trends over time #
It consists of a series of data points connected by a line, with the x-axis typically representing time and the y-axis representing the value of the data.
Mean #
Mean
The mean (also known as the average) is a measure of central tendency tha… #
It is sensitive to outliers and is best used when the data is approximately symmetrical.
Median #
Median
The median is a measure of central tendency that finds the middle value o… #
It is resistant to outliers and is best used when the data is skewed or has extreme values.
Mode #
Mode
The mode is a measure of central tendency that finds the value that occur… #
It can be used for both numerical and categorical data.
Pie Chart #
Pie Chart
A pie chart is a type of chart used to show the proportion of different c… #
It consists of a circle divided into slices, with the size of each slice representing the proportion of the total that each category represents.
Range #
Range
Range is a measure of dispersion that calculates the difference between t… #
It is sensitive to outliers and is best used when the data is approximately symmetrical.
Scatter Plot #
Scatter Plot
A scatter plot is a type of chart used to show the relationship between t… #
It consists of a series of data points plotted on a graph, with one variable represented on the x-axis and the other on the y-axis.
Standard Deviation #
Standard Deviation
Standard deviation is a measure of dispersion that calculates the average… #
It is resistant to outliers and is best used when the data is approximately symmetrical.
Statistical Significance #
Statistical Significance
Statistical significance is a measure of the likelihood that a difference… #
It is typically expressed as a p-value, with values below 0.05 often considered statistically significant.
Trend #
Trend
A trend is a pattern or direction in which data is moving over time #
It can be identified using visualizations such as line charts and can be used to make predictions about future behavior.
Variance #
Variance
Variance is a measure of dispersion that calculates the average of the sq… #
It is sensitive to outliers and is best used when the data is approximately symmetrical.
Word Cloud #
Word Cloud
A word cloud is a type of data visualization that uses the size and font… #
It is often used to visualize text data, such as customer feedback or social media posts.