Linked brushing

Linked brushing adalah alat yang ampuh untuk mengeksplorasi pencilan dan potensi klaster. Pada latihan ini, tugas Anda adalah menautkan sebar (scatterplot) diameter vs. panjang wahana peluncur dengan sebar total dorongan (total thrust) vs. kapasitas muatan ke low earth orbit (LEO). Anda akan membatasi perhatian pada peluncuran sejak tahun 2000.

plotly, crosstalk, dan lv2000 (sebuah subset dari himpunan data wahana peluncur sejak tahun 2000) telah dimuat untuk Anda.

Latihan ini adalah bagian dari kursus

Visualisasi Data Interaktif Tingkat Menengah dengan plotly di R

Latihan interaktif praktis

Cobalah latihan ini dengan menyelesaikan kode contoh berikut.

# Create a SharedData object allowing selection of observations
shared_obs <- ___(___)

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: Interactive and dynamic graphics Exercise 2: Which is the interactive graphic?Exercise 3: A simple time series plot Exercise 4: A simple scatterplot Exercise 5: Adding aesthetics to represent a variable Exercise 6: Color and size Exercise 7: Plotting symbols Exercise 8: Polishing your graphics Exercise 9: Moving Beyond Simple Interactivity Exercise 10: Bubble charts Exercise 11: Many time series

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: Pendahuluan data peluncuran wahana antariksa Exercise 2: Peluncuran dari waktu ke waktu Exercise 3: Linimasa perlombaan antariksa Exercise 4: Peluncuran negara vs. swasta Exercise 5: Ulangan: Animasi Exercise 6: Menganimasikan perlombaan antariksa Exercise 7: Menganimasikan perlombaan antariksa swasta Exercise 8: Ulangan: tampilan tertaut dan widget selektor Exercise 9: Menautkan untuk pemilihan kelompok Exercise 10: Linked brushing

Latihan Saat Ini

Exercise 11: Tampilan tertaut untuk peringkasan Exercise 12: Menambahkan slider untuk waktu Exercise 13: Penutup