kabooboo/.block

## .block
license: mit

## README.md

      
    Raw
  

              README.md
            
          
    Built with blockbuilder.org
forked from kaboo-dev's block: DM Cours 2 scatterplot iris

  
## index.html
<!DOCTYPE html>
<meta charset="utf-8">
<style>
.axis path, .axis line {
/*   fill: none;
  stroke: #000;
  shape-rendering: crispEdges; */
}
  .dot {
    stroke: #000;
  }

	/* setosa */
  .fig1 {
    stroke: #000;
    fill: brown;
  }
	/* versicolor */
  .fig2 {
    stroke: #000;
    fill: magenta;
  }
	/* virginica */
  .fig3 {
    stroke: #000;
    fill: cyan;
  }

  .line {
    stroke: #E4002B;
    fill: none;
    stroke-width: 3;
  }

  .disabled {
    display: none;
  }

</style>
<body>
<script src="http://d3js.org/d3.v4.min.js"></script>
<script>


d3.csv('iris.csv', function(error, data){

  //////////////
  // Initialize data regression
	//////////////
  speciesArray = ['Setosa', 'Versicolor', 'Virginica'];

  var n = data.length;

  var x_values = data.map(function(el){return +el.petal_length});
  var y_values = data.map(function(el){return +el.petal_width});

  var x_moy = x_values.reduce(function(a, b) { return a + b; })/n;
  var y_moy = y_values.reduce(function(a, b) { return a + b; })/n;

  var term1 = 0;
  var term2 = 0;

  var xr = 0;
  var yr = 0;
  for (i = 0; i < x_values.length; i++) {
    xr = x_values[i] - x_moy;
    yr = y_values[i] - y_moy;
    term1 += xr * yr;
    term2 += xr * xr;
  }
  var b1 = term1 / term2;
  var b0 = y_moy - (b1 * x_moy);

  yhat = [];
  for (i = 0; i < x_values.length; i++) {
    yhat.push(b0 + (x_values[i] * b1));
  }

  var meanData = [];
  for (i = 0; i < y_values.length; i++) {
    meanData.push({
      "yhat": yhat[i],
      "y": y_values[i],
      "x": x_values[i]
    })
  }

  //////////////
  // Initialize data figures
	//////////////
  data_1 = [];
  data_2 = [];
  data_3 = [];

  data.forEach(function(el){
    if (el.species == "setosa") {
      data_1.push(el);
    }
    if (el.species == "versicolor") {
      data_2.push(el);
    }
    if (el.species == "virginica") {
      data_3.push(el);
    }
  });


	//////////////
  // Initialize svg
	//////////////
  var svg = d3.select("body").append("svg")
    .attr("width", 960)
    .attr("height",500)
  	.append("g")
    .attr("transform", "translate(40,20)");

  //////////////
  // X Axis
	//////////////
  var x = d3.scaleLinear().range([0, 900]);

  x.domain([0,8]);

  var xAxis = d3.axisBottom().scale(x);

  svg.append('g')
  	.attr('transform', 'translate(0,450)')
  	.attr('class', 'x axis')
  	.call(xAxis);

  svg.append('text')
		.attr('x', 900)
		.attr('y', 450 - 10)
		.attr('text-anchor', 'end')
		.attr('class', 'label')
		.text('Petal Length');

	//////////////
  // Y Axis
	//////////////
	var y = d3.scaleLinear().range([450, 0]);

  y.domain([0,4]);

	var yAxis = d3.axisLeft()
		.scale(y);

  svg.append('g')
    .attr('transform', 'translate(0,0)')
    .attr('class', 'y axis')
    .call(yAxis);

  svg.append('text')
		.attr('x', 10)
		.attr('y', 10)
		.attr('class', 'label')
		.text('Petal Width');

	//////////////
  // Droite regression
	//////////////
  var line = d3.line()
  .x(function(d) {return x(d.x)})
  .y(function(d){return y(d.yhat)});

  svg.append("path")
    .datum(meanData)
    .attr("class", "line")
    .attr("d", line);

	//////////////
  // Figures
	//////////////
  var arc1 = d3.symbol().type(d3.symbolStar);
  svg.selectAll(".fig1")
    .data(data_1)
  	.enter()
    .append("path")
  	.attr('d',arc1)
    .attr("class", "fig fig1")
    .attr('transform', function(d) {
      return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
    })

  var arc2 = d3.symbol().type(d3.symbolDiamond);
  svg.selectAll(".dig2")
    .data(data_2)
  	.enter()
    .append("path")
  	.attr('d',arc2)
    .attr("class", "fig fig2")
    .attr('transform', function(d) {
      return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
    })


  var arc3 = d3.symbol().type(d3.symbolCross);
  svg.selectAll(".fig3")
    .data(data_3)
  	.enter()
    .append("path")
  	.attr('d',arc3)
    .attr("class", "fig fig3")
    .attr('transform', function(d) {
      return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
    })


	//////////////
	// Legende
	//////////////
  var legend = svg.selectAll(".legend")
    .data(speciesArray)
  	.enter().append("g")
    .attr("class", function(d,i) {return "legend " + d.toLowerCase();})
    .attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });

  var legendCircle = svg.select(".setosa");
  legendCircle
  .append("path")
  	.attr('d',arc1)
    .attr("class", "fig1")
    .attr('transform', function(d) {
      return "translate(891,10)";
    })

  var clicked = null;
  legend.on("click", function(d) {

      d3.selectAll(".fig").style("opacity", 1)

      console.log(d3.selectAll(".fig"))

    	if(clicked !== d) {

        d3.selectAll(".fig")
          .filter(function(e) {
          return e.species !== d.toLowerCase()
        })
        .style("opacity", 0.1)
    		clicked = d;
      } else {
        clicked = null;
      }

  	})

  var legendSquare = svg.select(".versicolor");
  legendSquare
    .append("path")
  	.attr('d',arc2)
    .attr("class", "fig2")
    .attr('transform', function(d) {
      return "translate(891,10)";
    })

  var legendTriangle = svg.select(".virginica");
  legendTriangle
  	.append("path")
  	.attr('d',arc3)
    .attr("class", "fig3")
    .attr('transform', function(d) {
      return "translate(891,10)";
    })

  legend.append("text")
      .attr("x", 900 - 24)
      .attr("y", 9)
      .attr("dy", ".35em")
      .style("text-anchor", "end")
      .text(function(d) { return d; });


});

</script>

## iris.csv

          
            sepal_length
            sepal_width
            petal_length
            petal_width
            species

            
              5.1
              3.5
              1.4
              0.2
              setosa

            
              4.9
              3
              1.4
              0.2
              setosa

            
              4.7
              3.2
              1.3
              0.2
              setosa

            
              4.6
              3.1
              1.5
              0.2
              setosa

            
              5
              3.6
              1.4
              0.2
              setosa

            
              5.4
              3.9
              1.7
              0.4
              setosa

            
              4.6
              3.4
              1.4
              0.3
              setosa

            
              5
              3.4
              1.5
              0.2
              setosa

            
              4.4
              2.9
              1.4
              0.2
              setosa

            
              4.9
              3.1
              1.5
              0.1
              setosa

            
              5.4
              3.7
              1.5
              0.2
              setosa

            
              4.8
              3.4
              1.6
              0.2
              setosa

            
              4.8
              3
              1.4
              0.1
              setosa

            
              4.3
              3
              1.1
              0.1
              setosa

            
              5.8
              4
              1.2
              0.2
              setosa

            
              5.7
              4.4
              1.5
              0.4
              setosa

            
              5.4
              3.9
              1.3
              0.4
              setosa

            
              5.1
              3.5
              1.4
              0.3
              setosa

            
              5.7
              3.8
              1.7
              0.3
              setosa

            
              5.1
              3.8
              1.5
              0.3
              setosa

            
              5.4
              3.4
              1.7
              0.2
              setosa

            
              5.1
              3.7
              1.5
              0.4
              setosa

            
              4.6
              3.6
              1
              0.2
              setosa

            
              5.1
              3.3
              1.7
              0.5
              setosa

            
              4.8
              3.4
              1.9
              0.2
              setosa

            
              5
              3
              1.6
              0.2
              setosa

            
              5
              3.4
              1.6
              0.4
              setosa

            
              5.2
              3.5
              1.5
              0.2
              setosa

            
              5.2
              3.4
              1.4
              0.2
              setosa

            
              4.7
              3.2
              1.6
              0.2
              setosa

            
              4.8
              3.1
              1.6
              0.2
              setosa

            
              5.4
              3.4
              1.5
              0.4
              setosa

            
              5.2
              4.1
              1.5
              0.1
              setosa

            
              5.5
              4.2
              1.4
              0.2
              setosa

            
              4.9
              3.1
              1.5
              0.1
              setosa

            
              5
              3.2
              1.2
              0.2
              setosa

            
              5.5
              3.5
              1.3
              0.2
              setosa

            
              4.9
              3.1
              1.5
              0.1
              setosa

            
              4.4
              3
              1.3
              0.2
              setosa

            
              5.1
              3.4
              1.5
              0.2
              setosa

            
              5
              3.5
              1.3
              0.3
              setosa

            
              4.5
              2.3
              1.3
              0.3
              setosa

            
              4.4
              3.2
              1.3
              0.2
              setosa

            
              5
              3.5
              1.6
              0.6
              setosa

            
              5.1
              3.8
              1.9
              0.4
              setosa

            
              4.8
              3
              1.4
              0.3
              setosa

            
              5.1
              3.8
              1.6
              0.2
              setosa

            
              4.6
              3.2
              1.4
              0.2
              setosa

            
              5.3
              3.7
              1.5
              0.2
              setosa

            
              5
              3.3
              1.4
              0.2
              setosa

            
              7
              3.2
              4.7
              1.4
              versicolor

            
              6.4
              3.2
              4.5
              1.5
              versicolor

            
              6.9
              3.1
              4.9
              1.5
              versicolor

            
              5.5
              2.3
              4
              1.3
              versicolor

            
              6.5
              2.8
              4.6
              1.5
              versicolor

            
              5.7
              2.8
              4.5
              1.3
              versicolor

            
              6.3
              3.3
              4.7
              1.6
              versicolor

            
              4.9
              2.4
              3.3
              1
              versicolor

            
              6.6
              2.9
              4.6
              1.3
              versicolor

            
              5.2
              2.7
              3.9
              1.4
              versicolor

            
              5
              2
              3.5
              1
              versicolor

            
              5.9
              3
              4.2
              1.5
              versicolor

            
              6
              2.2
              4
              1
              versicolor

            
              6.1
              2.9
              4.7
              1.4
              versicolor

            
              5.6
              2.9
              3.6
              1.3
              versicolor

            
              6.7
              3.1
              4.4
              1.4
              versicolor

            
              5.6
              3
              4.5
              1.5
              versicolor

            
              5.8
              2.7
              4.1
              1
              versicolor

            
              6.2
              2.2
              4.5
              1.5
              versicolor

            
              5.6
              2.5
              3.9
              1.1
              versicolor

            
              5.9
              3.2
              4.8
              1.8
              versicolor

            
              6.1
              2.8
              4
              1.3
              versicolor

            
              6.3
              2.5
              4.9
              1.5
              versicolor

            
              6.1
              2.8
              4.7
              1.2
              versicolor

            
              6.4
              2.9
              4.3
              1.3
              versicolor

            
              6.6
              3
              4.4
              1.4
              versicolor

            
              6.8
              2.8
              4.8
              1.4
              versicolor

            
              6.7
              3
              5
              1.7
              versicolor

            
              6
              2.9
              4.5
              1.5
              versicolor

            
              5.7
              2.6
              3.5
              1
              versicolor

            
              5.5
              2.4
              3.8
              1.1
              versicolor

            
              5.5
              2.4
              3.7
              1
              versicolor

            
              5.8
              2.7
              3.9
              1.2
              versicolor

            
              6
              2.7
              5.1
              1.6
              versicolor

            
              5.4
              3
              4.5
              1.5
              versicolor

            
              6
              3.4
              4.5
              1.6
              versicolor

            
              6.7
              3.1
              4.7
              1.5
              versicolor

            
              6.3
              2.3
              4.4
              1.3
              versicolor

            
              5.6
              3
              4.1
              1.3
              versicolor

            
              5.5
              2.5
              4
              1.3
              versicolor

            
              5.5
              2.6
              4.4
              1.2
              versicolor

            
              6.1
              3
              4.6
              1.4
              versicolor

            
              5.8
              2.6
              4
              1.2
              versicolor

            
              5
              2.3
              3.3
              1
              versicolor

            
              5.6
              2.7
              4.2
              1.3
              versicolor

            
              5.7
              3
              4.2
              1.2
              versicolor

            
              5.7
              2.9
              4.2
              1.3
              versicolor

            
              6.2
              2.9
              4.3
              1.3
              versicolor

            
              5.1
              2.5
              3
              1.1
              versicolor

            
              5.7
              2.8
              4.1
              1.3
              versicolor

            
              6.3
              3.3
              6
              2.5
              virginica

            
              5.8
              2.7
              5.1
              1.9
              virginica

            
              7.1
              3
              5.9
              2.1
              virginica

            
              6.3
              2.9
              5.6
              1.8
              virginica

            
              6.5
              3
              5.8
              2.2
              virginica

            
              7.6
              3
              6.6
              2.1
              virginica

            
              4.9
              2.5
              4.5
              1.7
              virginica

            
              7.3
              2.9
              6.3
              1.8
              virginica

            
              6.7
              2.5
              5.8
              1.8
              virginica

            
              7.2
              3.6
              6.1
              2.5
              virginica

            
              6.5
              3.2
              5.1
              2
              virginica

            
              6.4
              2.7
              5.3
              1.9
              virginica

            
              6.8
              3
              5.5
              2.1
              virginica

            
              5.7
              2.5
              5
              2
              virginica

            
              5.8
              2.8
              5.1
              2.4
              virginica

            
              6.4
              3.2
              5.3
              2.3
              virginica

            
              6.5
              3
              5.5
              1.8
              virginica

            
              7.7
              3.8
              6.7
              2.2
              virginica

            
              7.7
              2.6
              6.9
              2.3
              virginica

            
              6
              2.2
              5
              1.5
              virginica

            
              6.9
              3.2
              5.7
              2.3
              virginica

            
              5.6
              2.8
              4.9
              2
              virginica

            
              7.7
              2.8
              6.7
              2
              virginica

            
              6.3
              2.7
              4.9
              1.8
              virginica

            
              6.7
              3.3
              5.7
              2.1
              virginica

            
              7.2
              3.2
              6
              1.8
              virginica

            
              6.2
              2.8
              4.8
              1.8
              virginica

            
              6.1
              3
              4.9
              1.8
              virginica

            
              6.4
              2.8
              5.6
              2.1
              virginica

            
              7.2
              3
              5.8
              1.6
              virginica

            
              7.4
              2.8
              6.1
              1.9
              virginica

            
              7.9
              3.8
              6.4
              2
              virginica

            
              6.4
              2.8
              5.6
              2.2
              virginica

            
              6.3
              2.8
              5.1
              1.5
              virginica

            
              6.1
              2.6
              5.6
              1.4
              virginica

            
              7.7
              3
              6.1
              2.3
              virginica

            
              6.3
              3.4
              5.6
              2.4
              virginica

            
              6.4
              3.1
              5.5
              1.8
              virginica

            
              6
              3
              4.8
              1.8
              virginica

            
              6.9
              3.1
              5.4
              2.1
              virginica

            
              6.7
              3.1
              5.6
              2.4
              virginica

            
              6.9
              3.1
              5.1
              2.3
              virginica

            
              5.8
              2.7
              5.1
              1.9
              virginica

            
              6.8
              3.2
              5.9
              2.3
              virginica

            
              6.7
              3.3
              5.7
              2.5
              virginica

            
              6.7
              3
              5.2
              2.3
              virginica

            
              6.3
              2.5
              5
              1.9
              virginica

            
              6.5
              3
              5.2
              2
              virginica

            
              6.2
              3.4
              5.4
              2.3
              virginica

            
              5.9
              3
              5.1
              1.8
              virginica
	<!DOCTYPE html>
	<meta charset="utf-8">
	<style>
	.axis path, .axis line {
	/* fill: none;
	stroke: #000;
	shape-rendering: crispEdges; */
	}
	.dot {
	stroke: #000;
	}

	/* setosa */
	.fig1 {
	stroke: #000;
	fill: brown;
	}
	/* versicolor */
	.fig2 {
	stroke: #000;
	fill: magenta;
	}
	/* virginica */
	.fig3 {
	stroke: #000;
	fill: cyan;
	}

	.line {
	stroke: #E4002B;
	fill: none;
	stroke-width: 3;
	}

	.disabled {
	display: none;
	}

	</style>
	<body>
	<script src="http://d3js.org/d3.v4.min.js"></script>
	<script>



	d3.csv('iris.csv', function(error, data){

	//////////////
	// Initialize data regression
	//////////////
	speciesArray = ['Setosa', 'Versicolor', 'Virginica'];

	var n = data.length;

	var x_values = data.map(function(el){return +el.petal_length});
	var y_values = data.map(function(el){return +el.petal_width});

	var x_moy = x_values.reduce(function(a, b) { return a + b; })/n;
	var y_moy = y_values.reduce(function(a, b) { return a + b; })/n;

	var term1 = 0;
	var term2 = 0;

	var xr = 0;
	var yr = 0;
	for (i = 0; i < x_values.length; i++) {
	xr = x_values[i] - x_moy;
	yr = y_values[i] - y_moy;
	term1 += xr * yr;
	term2 += xr * xr;
	}
	var b1 = term1 / term2;
	var b0 = y_moy - (b1 * x_moy);

	yhat = [];
	for (i = 0; i < x_values.length; i++) {
	yhat.push(b0 + (x_values[i] * b1));
	}

	var meanData = [];
	for (i = 0; i < y_values.length; i++) {
	meanData.push({
	"yhat": yhat[i],
	"y": y_values[i],
	"x": x_values[i]
	})
	}

	//////////////
	// Initialize data figures
	//////////////
	data_1 = [];
	data_2 = [];
	data_3 = [];

	data.forEach(function(el){
	if (el.species == "setosa") {
	data_1.push(el);
	}
	if (el.species == "versicolor") {
	data_2.push(el);
	}
	if (el.species == "virginica") {
	data_3.push(el);
	}
	});


	//////////////
	// Initialize svg
	//////////////
	var svg = d3.select("body").append("svg")
	.attr("width", 960)
	.attr("height",500)
	.append("g")
	.attr("transform", "translate(40,20)");

	//////////////
	// X Axis
	//////////////
	var x = d3.scaleLinear().range([0, 900]);

	x.domain([0,8]);

	var xAxis = d3.axisBottom().scale(x);

	svg.append('g')
	.attr('transform', 'translate(0,450)')
	.attr('class', 'x axis')
	.call(xAxis);

	svg.append('text')
	.attr('x', 900)
	.attr('y', 450 - 10)
	.attr('text-anchor', 'end')
	.attr('class', 'label')
	.text('Petal Length');

	//////////////
	// Y Axis
	//////////////
	var y = d3.scaleLinear().range([450, 0]);

	y.domain([0,4]);

	var yAxis = d3.axisLeft()
	.scale(y);

	svg.append('g')
	.attr('transform', 'translate(0,0)')
	.attr('class', 'y axis')
	.call(yAxis);

	svg.append('text')
	.attr('x', 10)
	.attr('y', 10)
	.attr('class', 'label')
	.text('Petal Width');

	//////////////
	// Droite regression
	//////////////
	var line = d3.line()
	.x(function(d) {return x(d.x)})
	.y(function(d){return y(d.yhat)});

	svg.append("path")
	.datum(meanData)
	.attr("class", "line")
	.attr("d", line);

	//////////////
	// Figures
	//////////////
	var arc1 = d3.symbol().type(d3.symbolStar);
	svg.selectAll(".fig1")
	.data(data_1)
	.enter()
	.append("path")
	.attr('d',arc1)
	.attr("class", "fig fig1")
	.attr('transform', function(d) {
	return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
	})

	var arc2 = d3.symbol().type(d3.symbolDiamond);
	svg.selectAll(".dig2")
	.data(data_2)
	.enter()
	.append("path")
	.attr('d',arc2)
	.attr("class", "fig fig2")
	.attr('transform', function(d) {
	return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
	})


	var arc3 = d3.symbol().type(d3.symbolCross);
	svg.selectAll(".fig3")
	.data(data_3)
	.enter()
	.append("path")
	.attr('d',arc3)
	.attr("class", "fig fig3")
	.attr('transform', function(d) {
	return "translate(" + x(d.petal_length) + "," + y(d.petal_width) + ")";
	})


	//////////////
	// Legende
	//////////////
	var legend = svg.selectAll(".legend")
	.data(speciesArray)
	.enter().append("g")
	.attr("class", function(d,i) {return "legend " + d.toLowerCase();})
	.attr("transform", function(d, i) { return "translate(0," + i * 20 + ")"; });

	var legendCircle = svg.select(".setosa");
	legendCircle
	.append("path")
	.attr('d',arc1)
	.attr("class", "fig1")
	.attr('transform', function(d) {
	return "translate(891,10)";
	})

	var clicked = null;
	legend.on("click", function(d) {

	d3.selectAll(".fig").style("opacity", 1)

	console.log(d3.selectAll(".fig"))

	if(clicked !== d) {

	d3.selectAll(".fig")
	.filter(function(e) {
	return e.species !== d.toLowerCase()
	})
	.style("opacity", 0.1)
	clicked = d;
	} else {
	clicked = null;
	}

	})

	var legendSquare = svg.select(".versicolor");
	legendSquare
	.append("path")
	.attr('d',arc2)
	.attr("class", "fig2")
	.attr('transform', function(d) {
	return "translate(891,10)";
	})

	var legendTriangle = svg.select(".virginica");
	legendTriangle
	.append("path")
	.attr('d',arc3)
	.attr("class", "fig3")
	.attr('transform', function(d) {
	return "translate(891,10)";
	})

	legend.append("text")
	.attr("x", 900 - 24)
	.attr("y", 9)
	.attr("dy", ".35em")
	.style("text-anchor", "end")
	.text(function(d) { return d; });


	});

	</script>
sepal_length	sepal_width	petal_length	petal_width	species
5.1	3.5	1.4	0.2	setosa
4.9	3	1.4	0.2	setosa
4.7	3.2	1.3	0.2	setosa
4.6	3.1	1.5	0.2	setosa
5	3.6	1.4	0.2	setosa
5.4	3.9	1.7	0.4	setosa
4.6	3.4	1.4	0.3	setosa
5	3.4	1.5	0.2	setosa
4.4	2.9	1.4	0.2	setosa
4.9	3.1	1.5	0.1	setosa
5.4	3.7	1.5	0.2	setosa
4.8	3.4	1.6	0.2	setosa
4.8	3	1.4	0.1	setosa
4.3	3	1.1	0.1	setosa
5.8	4	1.2	0.2	setosa
5.7	4.4	1.5	0.4	setosa
5.4	3.9	1.3	0.4	setosa
5.1	3.5	1.4	0.3	setosa
5.7	3.8	1.7	0.3	setosa
5.1	3.8	1.5	0.3	setosa
5.4	3.4	1.7	0.2	setosa
5.1	3.7	1.5	0.4	setosa
4.6	3.6	1	0.2	setosa
5.1	3.3	1.7	0.5	setosa
4.8	3.4	1.9	0.2	setosa
5	3	1.6	0.2	setosa
5	3.4	1.6	0.4	setosa
5.2	3.5	1.5	0.2	setosa
5.2	3.4	1.4	0.2	setosa
4.7	3.2	1.6	0.2	setosa
4.8	3.1	1.6	0.2	setosa
5.4	3.4	1.5	0.4	setosa
5.2	4.1	1.5	0.1	setosa
5.5	4.2	1.4	0.2	setosa
4.9	3.1	1.5	0.1	setosa
5	3.2	1.2	0.2	setosa
5.5	3.5	1.3	0.2	setosa
4.9	3.1	1.5	0.1	setosa
4.4	3	1.3	0.2	setosa
5.1	3.4	1.5	0.2	setosa
5	3.5	1.3	0.3	setosa
4.5	2.3	1.3	0.3	setosa
4.4	3.2	1.3	0.2	setosa
5	3.5	1.6	0.6	setosa
5.1	3.8	1.9	0.4	setosa
4.8	3	1.4	0.3	setosa
5.1	3.8	1.6	0.2	setosa
4.6	3.2	1.4	0.2	setosa
5.3	3.7	1.5	0.2	setosa
5	3.3	1.4	0.2	setosa
7	3.2	4.7	1.4	versicolor
6.4	3.2	4.5	1.5	versicolor
6.9	3.1	4.9	1.5	versicolor
5.5	2.3	4	1.3	versicolor
6.5	2.8	4.6	1.5	versicolor
5.7	2.8	4.5	1.3	versicolor
6.3	3.3	4.7	1.6	versicolor
4.9	2.4	3.3	1	versicolor
6.6	2.9	4.6	1.3	versicolor
5.2	2.7	3.9	1.4	versicolor
5	2	3.5	1	versicolor
5.9	3	4.2	1.5	versicolor
6	2.2	4	1	versicolor
6.1	2.9	4.7	1.4	versicolor
5.6	2.9	3.6	1.3	versicolor
6.7	3.1	4.4	1.4	versicolor
5.6	3	4.5	1.5	versicolor
5.8	2.7	4.1	1	versicolor
6.2	2.2	4.5	1.5	versicolor
5.6	2.5	3.9	1.1	versicolor
5.9	3.2	4.8	1.8	versicolor
6.1	2.8	4	1.3	versicolor
6.3	2.5	4.9	1.5	versicolor
6.1	2.8	4.7	1.2	versicolor
6.4	2.9	4.3	1.3	versicolor
6.6	3	4.4	1.4	versicolor
6.8	2.8	4.8	1.4	versicolor
6.7	3	5	1.7	versicolor
6	2.9	4.5	1.5	versicolor
5.7	2.6	3.5	1	versicolor
5.5	2.4	3.8	1.1	versicolor
5.5	2.4	3.7	1	versicolor
5.8	2.7	3.9	1.2	versicolor
6	2.7	5.1	1.6	versicolor
5.4	3	4.5	1.5	versicolor
6	3.4	4.5	1.6	versicolor
6.7	3.1	4.7	1.5	versicolor
6.3	2.3	4.4	1.3	versicolor
5.6	3	4.1	1.3	versicolor
5.5	2.5	4	1.3	versicolor
5.5	2.6	4.4	1.2	versicolor
6.1	3	4.6	1.4	versicolor
5.8	2.6	4	1.2	versicolor
5	2.3	3.3	1	versicolor
5.6	2.7	4.2	1.3	versicolor
5.7	3	4.2	1.2	versicolor
5.7	2.9	4.2	1.3	versicolor
6.2	2.9	4.3	1.3	versicolor
5.1	2.5	3	1.1	versicolor
5.7	2.8	4.1	1.3	versicolor
6.3	3.3	6	2.5	virginica
5.8	2.7	5.1	1.9	virginica
7.1	3	5.9	2.1	virginica
6.3	2.9	5.6	1.8	virginica
6.5	3	5.8	2.2	virginica
7.6	3	6.6	2.1	virginica
4.9	2.5	4.5	1.7	virginica
7.3	2.9	6.3	1.8	virginica
6.7	2.5	5.8	1.8	virginica
7.2	3.6	6.1	2.5	virginica
6.5	3.2	5.1	2	virginica
6.4	2.7	5.3	1.9	virginica
6.8	3	5.5	2.1	virginica
5.7	2.5	5	2	virginica
5.8	2.8	5.1	2.4	virginica
6.4	3.2	5.3	2.3	virginica
6.5	3	5.5	1.8	virginica
7.7	3.8	6.7	2.2	virginica
7.7	2.6	6.9	2.3	virginica
6	2.2	5	1.5	virginica
6.9	3.2	5.7	2.3	virginica
5.6	2.8	4.9	2	virginica
7.7	2.8	6.7	2	virginica
6.3	2.7	4.9	1.8	virginica
6.7	3.3	5.7	2.1	virginica
7.2	3.2	6	1.8	virginica
6.2	2.8	4.8	1.8	virginica
6.1	3	4.9	1.8	virginica
6.4	2.8	5.6	2.1	virginica
7.2	3	5.8	1.6	virginica
7.4	2.8	6.1	1.9	virginica
7.9	3.8	6.4	2	virginica
6.4	2.8	5.6	2.2	virginica
6.3	2.8	5.1	1.5	virginica
6.1	2.6	5.6	1.4	virginica
7.7	3	6.1	2.3	virginica
6.3	3.4	5.6	2.4	virginica
6.4	3.1	5.5	1.8	virginica
6	3	4.8	1.8	virginica
6.9	3.1	5.4	2.1	virginica
6.7	3.1	5.6	2.4	virginica
6.9	3.1	5.1	2.3	virginica
5.8	2.7	5.1	1.9	virginica
6.8	3.2	5.9	2.3	virginica
6.7	3.3	5.7	2.5	virginica
6.7	3	5.2	2.3	virginica
6.3	2.5	5	1.9	virginica
6.5	3	5.2	2	virginica
6.2	3.4	5.4	2.3	virginica
5.9	3	5.1	1.8	virginica