К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Basics of Data Visualization Analysis · LearnSpace
Назад в каталог
courseraАнализ данных

Basics of Data Visualization Analysis

Курс от Madecraft
Начальный≈ 8.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course gives you a complete, practical toolkit for visualizing and analyzing data across more than 20 chart types. You'll identify which graph suits any dataset, configure it correctly, and present findings clearly to both specialist and non-specialist audiences. This course covers the full visualization landscape: core data types and chart elements, distributional techniques including histograms, density plots, strip plots, box plots, and violin plots, categorical methods including bar graphs, pie charts, and radar plots, relationship plots including scatter plots, lines of best fit, and line plots, and multi-dimensional graphics including bubble plots, matrix scatter plots, and contour plots. Whether you're new to data visualization or looking to sharpen your analytical eye, you'll finish with a structured framework for choosing the right chart every time. No prior visualization experience is required. If you've ever looked at a dataset and wondered how to make it communicate, this course gives you the tools to do exactly that.

Навыки, которые вы освоите

Scatter PlotsHistogramData PresentationData VisualizationBox PlotsDescriptive StatisticsGraphic and Visual DesignAnalysisStatistical VisualizationStatistical AnalysisData LiteracyData AnalysisProbability DistributionGraphingExploratory Data AnalysisPlot (Graphics)

Программа курса

7 модулей · 53 учебных материалов

01Selecting the Right Visualization for Your Data7 материалов

Why Data Visualization Changes How We Think

Why Data Visualization Changes How We ThinkВидео

Types of Data

Types of DataВидеоClassifying Data Types in Real DatasetsЗадание

Basic Graph Elements

Basic Graph ElementsВидео

Учитесь у экспертов

Madecraft

Преподаватель курса

Basics of Data Visualization Analysis
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 8.1 ч

7 модулей

Язык: Английский

Часть программы вашего университета
Invisible Architecture: Why the Structural Elements of a Chart Determine What a Viewer Can SeeЧтение

Univariate, Bivariate and Multivariate Analysis

Univariate, Bivariate and Multivariate AnalysisВидеоOne Story, Three Angles: Helping a Journalist Find Her FrameDIALOGUE
02Visualizing Continuous Data Distributions9 материалов

Histograms

HistogramsВидеоThe Same Data, Four Different Stories: Why Histogram Bin Width Is an Analytical DecisionЧтение

Density Plots

Density PlotsВидеоSmooth Over Spiky: Choosing Between Histograms and Density PlotsDIALOGUE

Strip Plots

Strip PlotsВидеоWhat the Summary Hides: The Case for Showing Individual Data Points in Distribution AnalysisЧтение

Box Plots

Box PlotsВидеоThe Clean Chart and the Hidden Story: Reviewing Box Plots Before Leadership Sees ThemDIALOGUEChoosing the Right Continuous Distribution PlotЗадание
03Visualizing Discrete Data Distributions7 материалов

Bar Graphs and Dot Plots

Bar Graphs and Dot PlotsВидеоSorted, Horizontal, and Decluttered: The Design Decisions That Make Categorical Visualization WorkЧтение

Pie Charts

Pie ChartsВидеоNot All Circles Are Equal: Deciding When a Pie Chart Earns Its PlaceDIALOGUE

Radar Plots

Radar PlotsВидеоBigger Isn't Always Better: Correcting a Radar Plot Before the Strategy MeetingDIALOGUEMatching Discrete Data to the Chart It DeservesЗадание
04Comparing Multiple Data Distributions9 материалов

Multiple Histogram and Density Plots

Multiple Histogram and Density PlotsВидеоFrom Overlapping to Offset: Why Comparing Many Continuous Distributions Demands a Different DesignЧтение

Multiple Box and Violin Plots

Multiple Box and Violin PlotsВидеоThe Story the Box Won't Tell: Deciding When to Add the ViolinDIALOGUE

Multiple Bar Graphs and Dot Plots

Multiple Bar Graphs and Dot PlotsВидеоGrouped, Stacked, or Reduced: The Formatting Decisions Behind Effective Multi-Group Categorical VisualizationЧтение

Multiple Pie and Radar Plots

Multiple Pie and Radar PlotsВидеоSix Pies or One Web: Choosing the Right Multi-Group Comparison Before the Client Sees ItDIALOGUEWhen Groups Multiply: Configuring Multi-Distribution ChartsЗадание
05Revealing Relationships Between Variables10 материалов

Scatter Plots

Scatter PlotsВидеоBeyond the Blob: The Design Decisions That Make a Scatter Plot Reveal Its RelationshipЧтение

Lines of Best Fit

Lines of Best FitВидеоThe Line That Assumes Too Much: Choosing Between Parametric and Non-Parametric FitsDIALOGUEParametric vs. Non-Parametric Lines of Best FitЗадание

Line Plots

Line PlotsВидеоConnecting the Dots: How Order, Line Connections, and Area Shading Each Serve a Different Comparison GoalЧтение

Table and Mosaic Plots

Table and Mosaic PlotsВидеоA Wall of Numbers or a Picture: Helping a Journalist Replace a Frequency Table Without Losing Her CredibilityDIALOGUESeeing Relationships Clearly: From Scatter Plots to Table PlotsЗадание
06Extending Relationship Analysis to Multiple Dimensions7 материалов

Matrix Scatter and Trellis Plots

Matrix Scatter and Trellis PlotsВидеоMany Variables at Once: The Axis Formatting Logic That Separates Matrix Scatter Plots from Trellis PlotsЧтение

Bubble Plots

Bubble PlotsВидеоSize Means Something: Why Marker Size and Marker Color Are Not Interchangeable Encoding ChannelsDIALOGUE

Contour Plots

Contour PlotsВидеоReading the Landscape: How Contour Lines, Color Gradients, and Data Coverage Determine Whether a Contour Plot WorksЧтениеBeyond Two Axes: Configuring the Right Multi-Dimensional ChartЗадание
07Conclusion4 материалов

Time to Visualize

Time to VisualizeВидеоWhere Do I Start? Using the Selection Framework on Your First Real ProjectDIALOGUEThe Craft Beyond the Chart: How Color Theory and Gestalt Principles Shape What Viewers Actually SeeЧтениеSelecting, Reading, and Configuring the Right VisualizationЗадание