In 1815, the Dutch naval ship Amsterdam (in dutch) left for the Dutch East Indies to retake control over the Dutch colonial possessions from the British. On it's way home, in 1817, it sunk in the Algoabaai, near South Africa.
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Dutch naval history II
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CLIWOC15.csv | |
*.shp | |
ne* | |
.RData* | |
.Rhistory |
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<!DOCTYPE html> | |
<meta charset="utf-8"> | |
<style> | |
.land { | |
fill: #ddd; | |
} | |
.position { | |
fill: #fe9929; | |
opacity: 0.8; | |
} | |
</style> | |
<body> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3/3.5.5/d3.min.js"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/queue-async/1.0.7/queue.min.js"></script> | |
<script src="https://cdnjs.cloudflare.com/ajax/libs/topojson/1.6.19/topojson.min.js"></script> | |
<script> | |
var margin = {top: 100, right: 50, bottom: 50, left: 50}, | |
width = 900 - margin.left - margin.right, | |
height = 600 - margin.bottom - margin.top; | |
var dateFormat = d3.time.format("%m/%d/%Y"); | |
var projection = d3.geo.mercator() | |
.translate([width / 2, height / 2]) | |
.scale((width - 1) / 2 / Math.PI); | |
var path = d3.geo.path() | |
.projection(projection); | |
var svg = d3.select("body").append("svg") | |
.attr("width", width + margin.left + margin.right) | |
.attr("height", height + margin.top + margin.bottom) | |
.append("g") | |
.attr("transform", "translate(" + margin.left + "," + margin.top + ")"); | |
queue() | |
.defer(d3.json, "/nl-hugo/raw/bf8c60c081effd56f31b/world-110m.json") | |
.defer(d3.csv, "route.csv") | |
.await(ready); | |
function ready (error, world, data) { | |
if (error) return console.error(error); | |
data.forEach(function (d){ | |
d.dd = new Date(+d.year, (+d.month)-1, +d.day); | |
}); | |
console.log(data); | |
data.sort(function(a,b) { return a.dd - b.dd; }); | |
svg.append("path") | |
.datum(topojson.feature(world, world.objects.ne_110m_land)) | |
.attr("class", "land") | |
.attr("d", path); | |
var n = data.length, | |
i = 0, | |
interval = setInterval(function() { | |
if(i < n) { | |
// append message with route description | |
var message = svg.selectAll("text") | |
.data(data.filter(function(d,j) { return j === i; }), function(d) { return d.dd; }); | |
message.enter().append("text") | |
.attr("class", "message") | |
.attr("transform", function(d) { return "translate(" + (width / 2 - margin.left) + "," + 0 + ")"; }) | |
.text(function(d) { | |
return dateFormat(d.dd) + ": en route to " + d.voyageto; | |
}); | |
message.exit().remove(); | |
// append circles to indicate the route | |
var circle = svg.selectAll("circle") | |
.data(data.filter(function(d,j) { return j <= i; })); | |
circle.enter().append("circle") | |
.attr("class", "position") | |
.attr("r", 2.0) | |
.attr("transform", function(d) { return "translate(" + projection([+d.lon, +d.lat]) + ")"; }); | |
// mark anchor places | |
circle.filter(function(d) { return d.anchored === "1"; }) | |
.attr("r", 5.0) | |
.style("fill", "#2c7bb6") | |
.append("svg:title") | |
.text(function(d) { return dateFormat(d.dd) + ": " + d.anchorplace; }); | |
// mark the last position in red | |
circle.filter(function(d,j) { return j === n - 1; }) | |
.attr("r", 5.0) | |
.style("fill", "#d7191c"); | |
} else { | |
clearInterval(interval); | |
} | |
// update counter | |
i++; | |
}, 100); | |
} | |
</script> |
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# data obtained from kaggle project website https://www.kaggle.com/c/climate-data-from-ocean-ships/download/CLIWOC.7z | |
# Dataset cannot be download automatically, Kaggle requires a user confirmation | |
# 7z cannot be unzipped automatically | |
# Read the data | |
cliwoc <- read.csv("CLIWOC15.csv") | |
# select ship named Amsterdam | |
# also include Year, because ship names were often reused! | |
# https://nl.wikipedia.org/wiki/Amsterdam_(1814) | |
ship <- subset(cliwoc, ShipName == "Amsterdam" & Year <= 1817) | |
# columns to export | |
cols <- c("Year","Month","Day","Lat3","Lon3","VoyageTo","Anchored","AnchorPlace") | |
route <- ship[cols] | |
# drop na's | |
route <- route[complete.cases(route), ] | |
# round lat/lon and remove duplicates to compress data (implies loss of | |
# precision) | |
route$Lat3 <- round(route$Lat3, 1) | |
route$Lon3 <- round(route$Lon3, 1) | |
route <- unique(route) | |
# rename columns | |
names(route)[names(route)=="Lat3"] <- "lat" | |
names(route)[names(route)=="Lon3"] <- "lon" | |
names(route) <- tolower(names(route)) | |
# write to csv file | |
write.csv(route, "route.csv", quote=TRUE, row.names=FALSE) |
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year | month | day | lat | lon | voyageto | anchored | anchorplace | |
---|---|---|---|---|---|---|---|---|
1815 | 10 | 31 | 50 | -3.9 | Porto Praijo | 0 | ||
1815 | 11 | 1 | 48.2 | -7.1 | Porto Praijo | 0 | ||
1815 | 11 | 2 | 46.3 | -9.3 | Porto Praijo | 0 | ||
1815 | 11 | 3 | 43.6 | -10.8 | Porto Praijo | 0 | ||
1815 | 11 | 4 | 40.8 | -11.7 | Porto Praijo | 0 | ||
1815 | 11 | 5 | 38.6 | -12 | Porto Praijo | 0 | ||
1815 | 11 | 6 | 36.9 | -11.9 | Porto Praijo | 0 | ||
1815 | 11 | 7 | 34.8 | -12.1 | Porto Praijo | 0 | ||
1815 | 11 | 8 | 33 | -12.9 | Porto Praijo | 0 | ||
1815 | 11 | 9 | 30.2 | -16.1 | Porto Praijo | 0 | ||
1815 | 11 | 10 | 29.4 | -16.3 | Porto Praijo | 0 | ||
1815 | 11 | 11 | 28.3 | -16.2 | Porto Praijo | 0 | ||
1815 | 11 | 12 | 27.2 | -16.1 | Porto Praijo | 0 | ||
1815 | 11 | 13 | 26.1 | -16.3 | Porto Praijo | 0 | ||
1815 | 11 | 14 | 23.9 | -18.1 | Porto Praijo | 0 | ||
1815 | 11 | 15 | 21.1 | -19.6 | Porto Praijo | 0 | ||
1815 | 11 | 16 | 18.1 | -20.6 | Porto Praijo | 0 | ||
1815 | 11 | 17 | 15.7 | -21.2 | Porto Praijo | 0 | ||
1815 | 11 | 27 | 13.3 | -22.8 | Allerheiligen Baaij | 0 | ||
1815 | 11 | 28 | 11.5 | -21.8 | Allerheiligen Baaij | 0 | ||
1815 | 11 | 29 | 9.6 | -21.2 | Allerheiligen Baaij | 0 | ||
1815 | 11 | 30 | 7.7 | -20.4 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 1 | 6.7 | -20.4 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 2 | 6.3 | -20.6 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 3 | 5.5 | -21.4 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 4 | 4.5 | -23.1 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 5 | 2.9 | -24.2 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 6 | 1.3 | -25.1 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 7 | 0.2 | -26.2 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 8 | -1.4 | -27.6 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 9 | -3.4 | -28.3 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 10 | -5.8 | -28.9 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 11 | -7.4 | -29.8 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 12 | -8.4 | -31.9 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 13 | -10.1 | -35.5 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 14 | -10.6 | -34.9 | Allerheiligen Baaij | 0 | ||
1815 | 12 | 15 | -12.9 | -35.6 | Allerheiligen Baaij | 1 | Allerheiligen Baaij | |
1817 | 12 | 10 | -34.7 | 23.8 | Algoa Baai | 0 | ||
1817 | 12 | 11 | -34.8 | 23.2 | Algoa Baai | 0 | ||
1817 | 12 | 12 | -35.3 | 23.7 | Algoa Baai | 0 | ||
1817 | 12 | 13 | -35 | 24.1 | Algoa Baai | 0 | ||
1817 | 12 | 14 | -34.6 | 25.1 | Algoa Baai | 0 | ||
1817 | 12 | 15 | -34.2 | 25.4 | Algoa Baai | 1 | Algoa Baai | |
1816 | 1 | 11 | -14.7 | -37.6 | Tafelbaai | 0 | ||
1816 | 1 | 12 | -16.4 | -36.6 | Tafelbaai | 0 | ||
1816 | 1 | 13 | -18.5 | -36.5 | Tafelbaai | 0 | ||
1816 | 1 | 14 | -20.4 | -36.1 | Tafelbaai | 0 | ||
1816 | 1 | 15 | -22.5 | -35.6 | Tafelbaai | 0 | ||
1816 | 1 | 16 | -24.8 | -35.1 | Tafelbaai | 0 | ||
1816 | 1 | 17 | -25.9 | -34.8 | Tafelbaai | 0 | ||
1816 | 1 | 20 | -27 | -31.8 | Tafelbaai | 0 | ||
1816 | 1 | 21 | -27.9 | -29 | Tafelbaai | 0 | ||
1816 | 1 | 22 | -29.1 | -25.7 | Tafelbaai | 0 | ||
1816 | 1 | 23 | -30.2 | -22.5 | Tafelbaai | 0 | ||
1816 | 1 | 24 | -30.6 | -21.2 | Tafelbaai | 0 | ||
1816 | 1 | 25 | -29.9 | -19.7 | Tafelbaai | 0 | ||
1816 | 1 | 26 | -28.9 | -17 | Tafelbaai | 0 | ||
1816 | 1 | 27 | -30 | -18.2 | Tafelbaai | 0 | ||
1816 | 1 | 28 | -31 | -19.2 | Tafelbaai | 0 | ||
1816 | 1 | 29 | -31.5 | -18.7 | Tafelbaai | 0 | ||
1816 | 1 | 30 | -32.9 | -18.6 | Tafelbaai | 0 | ||
1816 | 1 | 31 | -34.5 | -17.1 | Tafelbaai | 0 | ||
1816 | 2 | 1 | -34.9 | -16.1 | Tafelbaai | 0 | ||
1816 | 2 | 2 | -35.6 | -13.3 | Tafelbaai | 0 | ||
1816 | 2 | 3 | -35.7 | -9.2 | Tafelbaai | 0 | ||
1816 | 2 | 4 | -35.7 | -6.4 | Tafelbaai | 0 | ||
1816 | 2 | 5 | -35.5 | -4.7 | Tafelbaai | 0 | ||
1816 | 2 | 6 | -35.9 | -3.2 | Tafelbaai | 0 | ||
1816 | 2 | 7 | -36.4 | -0.8 | Tafelbaai | 0 | ||
1816 | 2 | 8 | -36.3 | 1.3 | Tafelbaai | 0 | ||
1816 | 2 | 9 | -36.2 | 2.8 | Tafelbaai | 0 | ||
1816 | 2 | 10 | -36.6 | 4.2 | Tafelbaai | 0 | ||
1816 | 2 | 11 | -35.9 | 6 | Tafelbaai | 0 | ||
1816 | 2 | 12 | -34.8 | 8.6 | Tafelbaai | 0 | ||
1816 | 2 | 13 | -35.8 | 9.2 | Tafelbaai | 0 | ||
1816 | 2 | 14 | -35.7 | 13 | Tafelbaai | 0 | ||
1816 | 2 | 15 | -35.2 | 15.4 | Tafelbaai | 0 | ||
1816 | 2 | 16 | -34.1 | 17.6 | Tafelbaai | 0 | ||
1816 | 2 | 17 | -33.8 | 18.4 | Tafelbaai | 1 | Tafelbaai | |
1816 | 3 | 6 | -34.5 | 17.1 | Batavia | 0 | ||
1816 | 3 | 7 | -35.4 | 16.8 | Batavia | 0 | ||
1816 | 3 | 8 | -37.7 | 18.6 | Batavia | 0 | ||
1816 | 3 | 9 | -37.9 | 20.4 | Batavia | 0 | ||
1816 | 3 | 10 | -39.2 | 22.5 | Batavia | 0 | ||
1816 | 3 | 11 | -40.5 | 24.5 | Batavia | 0 | ||
1816 | 3 | 12 | -39.8 | 27.2 | Batavia | 0 | ||
1816 | 3 | 13 | -39 | 28.7 | Batavia | 0 | ||
1816 | 3 | 14 | -38.2 | 33 | Batavia | 0 | ||
1816 | 3 | 15 | -36.9 | 35.9 | Batavia | 0 | ||
1816 | 3 | 16 | -37 | 36 | Batavia | 0 | ||
1816 | 3 | 17 | -37.4 | 35 | Batavia | 0 | ||
1816 | 3 | 18 | -37.2 | 34.1 | Batavia | 0 | ||
1816 | 3 | 19 | -37.1 | 34.5 | Batavia | 0 | ||
1816 | 3 | 20 | -37.6 | 36.1 | Batavia | 0 | ||
1816 | 3 | 21 | -38.1 | 37.7 | Batavia | 0 | ||
1816 | 3 | 22 | -36.9 | 40 | Batavia | 0 | ||
1816 | 3 | 23 | -38.9 | 42.4 | Batavia | 0 | ||
1816 | 3 | 24 | -39 | 46.3 | Batavia | 0 | ||
1816 | 3 | 25 | -38.7 | 49.8 | Batavia | 0 | ||
1816 | 3 | 26 | -38.4 | 52.1 | Batavia | 0 | ||
1816 | 3 | 27 | -39.2 | 54.9 | Batavia | 0 | ||
1816 | 3 | 28 | -38 | 57.8 | Batavia | 0 | ||
1816 | 3 | 29 | -38.8 | 61.5 | Batavia | 0 | ||
1816 | 3 | 30 | -38.6 | 65.5 | Batavia | 0 | ||
1816 | 3 | 31 | -36 | 68.2 | Batavia | 0 | ||
1816 | 4 | 1 | -35.5 | 69.5 | Batavia | 0 | ||
1816 | 4 | 2 | -35.2 | 70.9 | Batavia | 0 | ||
1816 | 4 | 3 | -34.7 | 72 | Batavia | 0 | ||
1816 | 4 | 4 | -34.9 | 72.5 | Batavia | 0 | ||
1816 | 4 | 5 | -35.9 | 75.7 | Batavia | 0 | ||
1816 | 4 | 6 | -35.9 | 79.5 | Batavia | 0 | ||
1816 | 4 | 7 | -36.2 | 82.1 | Batavia | 0 | ||
1816 | 4 | 8 | -35.7 | 84.7 | Batavia | 0 | ||
1816 | 4 | 9 | -35.1 | 87.4 | Batavia | 0 | ||
1816 | 4 | 10 | -34.2 | 89.3 | Batavia | 0 | ||
1816 | 4 | 11 | -33.4 | 91.7 | Batavia | 0 | ||
1816 | 4 | 12 | -31.6 | 94.1 | Batavia | 0 | ||
1816 | 4 | 13 | -29.4 | 94.7 | Batavia | 0 | ||
1816 | 4 | 14 | -29.1 | 94.9 | Batavia | 0 | ||
1816 | 4 | 15 | -27.7 | 96.6 | Batavia | 0 | ||
1816 | 4 | 16 | -26.6 | 98.1 | Batavia | 0 | ||
1816 | 4 | 17 | -25.3 | 98.8 | Batavia | 0 | ||
1816 | 4 | 18 | -24.2 | 99.4 | Batavia | 0 | ||
1816 | 4 | 19 | -22 | 99.9 | Batavia | 0 | ||
1816 | 4 | 20 | -20 | 99.8 | Batavia | 0 | ||
1816 | 4 | 21 | -20 | 99.9 | Batavia | 0 | ||
1816 | 4 | 22 | -20 | 99.7 | Batavia | 0 | ||
1816 | 4 | 23 | -18.9 | 100.3 | Batavia | 0 | ||
1816 | 4 | 24 | -17.5 | 99.9 | Batavia | 0 | ||
1816 | 4 | 25 | -15.8 | 100.3 | Batavia | 0 | ||
1816 | 4 | 26 | -14.2 | 101.1 | Batavia | 0 | ||
1816 | 4 | 27 | -12.3 | 101.8 | Batavia | 0 | ||
1816 | 4 | 28 | -10.3 | 102.5 | Batavia | 0 | ||
1816 | 4 | 29 | -8.4 | 103 | Batavia | 0 | ||
1816 | 4 | 30 | -7 | 104.1 | Batavia | 0 | ||
1816 | 5 | 1 | -6.8 | 105.2 | Batavia | 1 | zw hoek van Java | |
1817 | 11 | 6 | -6.9 | 103.1 | Algoa Baai | 0 | ||
1817 | 11 | 7 | -7.8 | 100.6 | Algoa Baai | 0 | ||
1817 | 11 | 8 | -8.2 | 98.8 | Algoa Baai | 0 | ||
1817 | 11 | 9 | -9.2 | 96.9 | Algoa Baai | 0 | ||
1817 | 11 | 10 | -10.7 | 94.5 | Algoa Baai | 0 | ||
1817 | 11 | 11 | -12.6 | 90.8 | Algoa Baai | 0 | ||
1817 | 11 | 12 | -14.5 | 87.8 | Algoa Baai | 0 | ||
1817 | 11 | 13 | -15.8 | 85.2 | Algoa Baai | 0 | ||
1817 | 11 | 14 | -17.1 | 82.8 | Algoa Baai | 0 | ||
1817 | 11 | 15 | -17.9 | 80.2 | Algoa Baai | 0 | ||
1817 | 11 | 16 | -18.4 | 78.6 | Algoa Baai | 0 | ||
1817 | 11 | 17 | -19.1 | 77.2 | Algoa Baai | 0 | ||
1817 | 11 | 18 | -19.4 | 77 | Algoa Baai | 0 | ||
1817 | 11 | 19 | -19.9 | 74.6 | Algoa Baai | 0 | ||
1817 | 11 | 20 | -20.3 | 74.3 | Algoa Baai | 0 | ||
1817 | 11 | 21 | -20.5 | 73.2 | Algoa Baai | 0 | ||
1817 | 11 | 22 | -21.7 | 70.2 | Algoa Baai | 0 | ||
1817 | 11 | 23 | -22.4 | 67.5 | Algoa Baai | 0 | ||
1817 | 11 | 24 | -23 | 64 | Algoa Baai | 0 | ||
1817 | 11 | 25 | -23.5 | 60.4 | Algoa Baai | 0 | ||
1817 | 11 | 26 | -24.1 | 57.2 | Algoa Baai | 0 | ||
1817 | 11 | 27 | -24.6 | 54.7 | Algoa Baai | 0 | ||
1817 | 11 | 28 | -26 | 52.2 | Algoa Baai | 0 | ||
1817 | 11 | 29 | -26.1 | 49.4 | Algoa Baai | 0 | ||
1817 | 11 | 30 | -27.6 | 47.3 | Algoa Baai | 0 | ||
1817 | 12 | 1 | -28.9 | 44.4 | Algoa Baai | 0 | ||
1817 | 12 | 2 | -29.6 | 41.6 | Algoa Baai | 0 | ||
1817 | 12 | 3 | -29.9 | 40.3 | Algoa Baai | 0 | ||
1817 | 12 | 4 | -29.8 | 39.3 | Algoa Baai | 0 | ||
1817 | 12 | 5 | -30.8 | 36.1 | Algoa Baai | 0 | ||
1817 | 12 | 6 | -31.6 | 33.6 | Algoa Baai | 0 | ||
1817 | 12 | 7 | -31.5 | 31.2 | Algoa Baai | 0 | ||
1817 | 12 | 8 | -32.5 | 29.2 | Algoa Baai | 0 | ||
1817 | 12 | 9 | -35 | 25.5 | Algoa Baai | 0 |
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