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Curated Video
Statistics & Mathematics for Data Science and Data Analytics - What Is a Distribution?
This brief introduction to distribution elaborates on what constitutes data distribution and the kinds of distribution you will learn about.
APMonitor
Data Science 🐍 Statistical Analysis
Once data is read into Python, a first step is to analyze the data with summary statistics. This is especially true if the data set is large. Summary statistics include the count, mean, standard deviation, maximum,...
KnowMo
Introduction to Summary Statistics
This video is an introduction to summary statistics, which are used to summarize data sets into meaningful information. The video discusses the two main criteria that summary statistics should meet, which are that they should be...
Curated Video
Describing Data Distributions from Graphed Data
Describe a data distribution from a graph (spread direction, shape symmetric and gaps).
Curated Video
Data Analytics using Python Visualizations - Seaborn Boxplot, Violin plot, Categorical Scatterplot
This video explains Seaborn Boxplot, Violin plot, and Categorical Scatterplot.
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This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python...
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This clip is from the chapter "Advanced Visualizations Using Business Applications" of the series "Data Analytics Using Python...
Texas Education Agency
Texas Gateway: Study Edge Statistics: Variability in Sample Proportions, Part 1
This lesson models how to solve problems involving samples of populations and the variability in the results of a statistical study. Provides a link to an interactive web app called "Sampling Distribution of the Sample Proportion."...
Texas Education Agency
Texas Gateway: Study Edge Statistics: Variability in Sample Proportions, Part 2
This lesson continues an exploration of variability in sample proportions that was begun in the Part 1 video, extending the ideas. About four minutes in, it provides a link to an interactive web app called "Sampling Distribution of the...
Imagine Learning Classroom
Learn Zillion: Identify Clusters, Peaks and Gaps in a Dot Plot
In this lesson, you will learn how to identify clusters, peaks and gaps and their relationship to the data by examining the distribution on a dot plot. [4:01]
Sophia Learning
Sophia: Box and Whisker Plot
This video lesson introduces and provides an example of a box-and-whisker plot. Students can check their understanding with an assessment.