Warna dan ukuran

Pada contoh ini, Anda akan melanjutkan mengeksplorasi himpunan data World Happiness Report. Sejauh ini Anda telah melihat bagaimana hubungan antara kebahagiaan dan harapan hidup dimediasi oleh kelas pendapatan dan populasi. Tugas Anda adalah mengeksplorasi bagaimana wilayah dunia memediasi hubungan ini.

plotly sudah dimuat untuk Anda, jadi tidak perlu memuatnya lagi.

Setelah Anda membuat grafiknya, jangan lupa jelajahi interaktivitasnya!

Latihan ini adalah bagian dari kursus

Visualisasi Data Interaktif Tingkat Menengah dengan plotly di R

Petunjuk latihan

Buat scatterplot happiness (pada sumbu y) terhadap life.expectancy (pada sumbu x).
Gunakan warna untuk merepresentasikan region, dan ukuran glyph untuk merepresentasikan log.gdp.

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Create a coded scatterplot of happiness vs. life.expectancy
happy %>%
  ___(___, ___) %>%
  ___(___, ___)

Edit dan Jalankan Kode

Latihan ini adalah bagian dari kursus

Visualisasi Data Interaktif Tingkat Menengah dengan plotly di R

SkillTag.level.intermediateSkillTag.label

4.9+

Mulai Kursus Gratis

A review of key plotly commands. You will review how to create multiple plot types in plotly and how to polish your charts. Additionally, you will create static versions of the bubble and line charts that you will animate in the next chapter.

Exercise 1: Grafik interaktif dan dinamis Exercise 2: Manakah grafik interaktifnya?Exercise 3: Plot deret waktu sederhana Exercise 4: Scatterplot sederhana Exercise 5: Menambahkan estetika untuk merepresentasikan suatu variabel Exercise 6: Warna dan ukuran

Latihan Saat Ini

Exercise 7: Simbol plot Exercise 8: Memoles grafik Anda Exercise 9: Melampaui Interaktivitas Sederhana Exercise 10: Bagan gelembung Exercise 11: Banyak deret waktu

In this chapter, you will learn how to implement keyframe animation in plotly. You will explore how to create animations, such as Hans Rosling's bubble charts, as well as cumulative animations, such as an animation of a stock's valuation over time.

Exercise 1: Introduction to animated graphics Exercise 2: What's the frame?Exercise 3: Why do we need ids?Exercise 4: Animating a scatterplot Exercise 5: Factors as frames Exercise 6: Polishing animations Exercise 7: Polishing your regional animation Exercise 8: Polishing your HPI animation Exercise 9: Layering in plotly Exercise 10: Adding background text Exercise 11: Plotting the baseline Exercise 12: Cumulative animations Exercise 13: How many rows?Exercise 14: Median life expectancies Exercise 15: Animating median life expectancies

When you are exploring unexpected structure in your graphics, it's useful to have selections made on one chart update the other. For example, if you are exploring clusters observed on a scatterplot, it is useful to have the selected cluster update some chart of group membership, such as a jittered scatterplot or sets of bar charts. In this chapter, you will learn how to link your plotly charts to enable linked brushing. Along the way, you will also learn how to add dropdown menus, checkboxes, and sliders to your plotly charts, without the need for Shiny.

Exercise 1: Linking two charts Exercise 2: sharedData objects Exercise 3: Linking scatterplots Exercise 4: highlighting() charts Exercise 5: Brushing groups Exercise 6: Highlighting time series data Exercise 7: Linking a dotplot and a time series plot Exercise 8: Linking a bar chart to a scatterplot Exercise 9: Selection strategies Exercise 10: Searching for clusters Exercise 11: Adding dropdown menus Exercise 12: Making shinier charts Exercise 13: Arranging views with bscols()Exercise 14: Adding checkboxes Exercise 15: Adding a slider

In the final chapter, you will use your expanded plotly toolkit to explore orbital space launches between 1957 and 2018. Along the way, you'll learn how to wrangle data to enable cumulative animations without common starting points, and hone your understanding of the crosstalk package.

Exercise 1: Introduction to the space launches data Exercise 2: Launches over time Exercise 3: Space race timeline Exercise 4: State vs. private launches Exercise 5: Recap: Animation Exercise 6: Animating the space race Exercise 7: Animating the private space race Exercise 8: Recap: linked views and selector widgets Exercise 9: Linking for group selection Exercise 10: Linked brushing Exercise 11: Linked views for summarization Exercise 12: Adding a slider for time Exercise 13: Wrap-up