R Leaflet：添加范围 Slider 以过滤没有 Z3E751ABE1B5D02235C68CF27FAD 的标记

Question

我有一个如下所示的数据集。 Is there a way without shiny (eg any javascript code or leaflet plugins) to add a range slider to filter the points based on the values in a column (eg a Date variable)? 类似于下面的代码，预期的 output 类似于下图。 同样，我需要此功能而不使用 shiny。

data <- data.frame(id = c(1,2,3,4,5),
                   lat= c(50.9, 50.8, 50.5, 50.5, 51),
                   lon = c(-0.7, -0.92, -1, -0.8, -0.9),
                   date = c("2020-06-01", "2020-05-07", "2020-03-24", "2020-04-01", "2020-05-26"))

data %>%
  leaflet() %>%
  addProviderTiles(providers$CartoDB.Positron) %>%
  addMarkers(lat=~lat, lng=~lon) %>%
  addRangeSlider(~date)

预期 Output 格式：

Answer 1

根据@user2554330 的评论，这里有一个crosstalk解决方案。

---
title: "crossover test"
output: html_document
---

```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = FALSE)
library( crosstalk )
library( leaflet )
library( dplyr )
```

```{r load data }
data <- data.frame(id = c(1,2,3,4,5),
                   lat= c(50.9, 50.8, 50.5, 50.5, 51),
                   lon = c(-0.7, -0.92, -1, -0.8, -0.9),
                   date = c("2020-06-01", "2020-05-07", "2020-03-24", "2020-04-01", "2020-05-26"))

data <- data %>% dplyr::mutate( date2 = as.numeric( as.Date( date ) ),
                                date3 = as.Date( date )
                                )
```

```{r maak shared data object}
shared_data <- SharedData$new( data )
```

```{r genereer output}
filter_slider("date", "Date", shared_data, ~date3, width = "100%")
leaflet(shared_data, width = "100%", height = 800) %>%
  leaflet::addTiles() %>%
  leaflet::addMarkers() 
```