diff --git a/web/frontend/src/plots/Scatteruplot.svelte b/web/frontend/src/plots/Scatteruplot.svelte
deleted file mode 100644
index 0fac0b7..0000000
--- a/web/frontend/src/plots/Scatteruplot.svelte
+++ /dev/null
@@ -1,627 +0,0 @@
-<script>
-    import Quadtree from '@timohausmann/quadtree-js' // https://github.com/timohausmann/quadtree-js
-    import uPlot from 'uplot'
-    import { formatNumber } from '../units.js'
-    import { onMount, onDestroy } from 'svelte'
-    import { Card } from 'sveltestrap'
-
-    let plotWrapper = null
-    let uplot = null
-    let timeoutId = null
-
-    function randInt(min, max) {
-        return Math.floor(Math.random() * (max - min + 1)) + min;
-    }
-
-    function filledArr(len, val) {
-        let arr = Array(len);
-
-        if (typeof val == "function") {
-            for (let i = 0; i < len; ++i)
-                arr[i] = val(i);
-        }
-        else {
-            for (let i = 0; i < len; ++i)
-                arr[i] = val;
-        }
-
-        return arr;
-    }
-
-    let points = 10000;
-    let series = 5;
-
-    console.time("prep");
-
-    let data = filledArr(series, v => [
-        filledArr(points, i => randInt(0,500)),
-        filledArr(points, i => randInt(0,500)),
-    ]);
-
-    data[0] = null;
-
-    console.timeEnd("prep");
-
-    console.log(data);
-
-    const drawPoints = (u, seriesIdx, idx0, idx1) => {
-        const size = 5 * devicePixelRatio;
-
-        uPlot.orient(u, seriesIdx, (series, dataX, dataY, scaleX, scaleY, valToPosX, valToPosY, xOff, yOff, xDim, yDim, moveTo, lineTo, rect, arc) => {
-            let d = u.data[seriesIdx];
-
-            u.ctx.fillStyle = series.stroke();
-
-            let deg360 = 2 * Math.PI;
-
-            console.time("points");
-
-        //	let cir = new Path2D();
-        //	cir.moveTo(0, 0);
-        //	arc(cir, 0, 0, 3, 0, deg360);
-
-            // Create transformation matrix that moves 200 points to the right
-        //	let m = document.createElementNS('http://www.w3.org/2000/svg', 'svg').createSVGMatrix();
-        //	m.a = 1;   m.b = 0;
-        //	m.c = 0;   m.d = 1;
-        //	m.e = 200; m.f = 0;
-
-
-            let p = new Path2D();
-
-            for (let i = 0; i < d[0].length; i++) {
-                let xVal = d[0][i];
-                let yVal = d[1][i];
-
-                if (xVal >= scaleX.min && xVal <= scaleX.max && yVal >= scaleY.min && yVal <= scaleY.max) {
-                    let cx = valToPosX(xVal, scaleX, xDim, xOff);
-                    let cy = valToPosY(yVal, scaleY, yDim, yOff);
-
-                    p.moveTo(cx + size/2, cy);
-                //	arc(p, cx, cy, 3, 0, deg360);
-                    arc(p, cx, cy, size/2, 0, deg360);
-
-                //	m.e = cx;
-                //	m.f = cy;
-                //	p.addPath(cir, m);
-
-                //	qt.add({x: cx - 1.5, y: cy - 1.5, w: 3, h: 3, sidx: seriesIdx, didx: i});
-                }
-            }
-
-            console.timeEnd("points");
-
-            u.ctx.fill(p);
-        });
-
-        return null;
-    };
-
-    const drawPoints2 = (u, seriesIdx, idx0, idx1) => {
-        uPlot.orient(u, seriesIdx, (series, dataX, dataY, scaleX, scaleY, valToPosX, valToPosY, xOff, yOff, xDim, yDim, moveTo, lineTo, rect, arc) => {
-            let d = u.data[seriesIdx];
-
-            u.ctx.fillStyle = series.fill();
-
-            let deg360 = 2 * Math.PI;
-
-            console.time("points");
-
-        //	let cir = new Path2D();
-        //	cir.moveTo(0, 0);
-        //	arc(cir, 0, 0, 3, 0, deg360);
-
-            // Create transformation matrix that moves 200 points to the right
-        //	let m = document.createElementNS('http://www.w3.org/2000/svg', 'svg').createSVGMatrix();
-        //	m.a = 1;   m.b = 0;
-        //	m.c = 0;   m.d = 1;
-        //	m.e = 200; m.f = 0;
-
-
-            let p = new Path2D();
-
-            let strokeWidth = 1;
-
-            for (let i = 0; i < d[0].length; i++) {
-                let cx = valToPosX(d[0][i], scaleX, xDim, xOff);
-                let cy = valToPosY(d[1][i], scaleY, yDim, yOff);
-
-                let size = d[2][i] * devicePixelRatio;
-
-                p.moveTo(cx + size, cy);
-                arc(p, cx, cy, size, 0, deg360);
-                qt.add({
-                    x: cx - size - strokeWidth/2 - u.bbox.left,
-                    y: cy - size - strokeWidth/2 - u.bbox.top,
-                    w: size * 2 + strokeWidth,
-                    h: size * 2 + strokeWidth,
-                    sidx: seriesIdx,
-                    didx: i
-                });
-            }
-
-            console.timeEnd("points");
-
-            u.ctx.fill(p);
-
-            u.ctx.lineWidth = strokeWidth;
-            u.ctx.strokeStyle = series.stroke();
-            u.ctx.stroke(p);
-        });
-
-        return null;
-    };
-
-    // shape?
-    const makeDrawPoints3 = (opts) => {
-        let {/*size,*/ disp, each = () => {}} = opts;
-
-        return (u, seriesIdx, idx0, idx1) => {
-            uPlot.orient(u, seriesIdx, (series, dataX, dataY, scaleX, scaleY, valToPosX, valToPosY, xOff, yOff, xDim, yDim, moveTo, lineTo, rect, arc) => {
-                let d = u.data[seriesIdx];
-
-                let strokeWidth = 1;
-
-                u.ctx.save();
-
-                u.ctx.rect(u.bbox.left, u.bbox.top, u.bbox.width, u.bbox.height);
-                u.ctx.clip();
-
-                u.ctx.fillStyle = series.fill();
-                u.ctx.strokeStyle = series.stroke();
-                u.ctx.lineWidth = strokeWidth;
-
-                let deg360 = 2 * Math.PI;
-
-                console.time("points");
-
-            //	let cir = new Path2D();
-            //	cir.moveTo(0, 0);
-            //	arc(cir, 0, 0, 3, 0, deg360);
-
-                // Create transformation matrix that moves 200 points to the right
-            //	let m = document.createElementNS('http://www.w3.org/2000/svg', 'svg').createSVGMatrix();
-            //	m.a = 1;   m.b = 0;
-            //	m.c = 0;   m.d = 1;
-            //	m.e = 200; m.f = 0;
-
-                // compute bubble dims
-                let sizes = disp.size.values(u, seriesIdx, idx0, idx1);
-
-                // todo: this depends on direction & orientation
-                // todo: calc once per redraw, not per path
-                let filtLft = u.posToVal(-maxSize / 2, scaleX.key);
-                let filtRgt = u.posToVal(u.bbox.width / devicePixelRatio + maxSize / 2, scaleX.key);
-                let filtBtm = u.posToVal(u.bbox.height / devicePixelRatio + maxSize / 2, scaleY.key);
-                let filtTop = u.posToVal(-maxSize / 2, scaleY.key);
-
-                for (let i = 0; i < d[0].length; i++) {
-                    let xVal = d[0][i];
-                    let yVal = d[1][i];
-                    let size = sizes[i] * devicePixelRatio;
-
-                    if (xVal >= filtLft && xVal <= filtRgt && yVal >= filtBtm && yVal <= filtTop) {
-                        let cx = valToPosX(xVal, scaleX, xDim, xOff);
-                        let cy = valToPosY(yVal, scaleY, yDim, yOff);
-
-                        u.ctx.moveTo(cx + size/2, cy);
-                        u.ctx.beginPath();
-                        u.ctx.arc(cx, cy, size/2, 0, deg360);
-                        u.ctx.fill();
-                        u.ctx.stroke();
-
-                        each(u, seriesIdx, i,
-                            cx - size/2 - strokeWidth/2,
-                            cy - size/2 - strokeWidth/2,
-                            size + strokeWidth,
-                            size + strokeWidth
-                        );
-                    }
-                }
-
-                console.timeEnd("points");
-
-                u.ctx.restore();
-            });
-
-            return null;
-        };
-    };
-
-    // https://developer.mozilla.org/en-US/docs/Web/API/CanvasRenderingContext2D/isPointInPath
-    let qt;
-
-    let pxRatio;
-
-    function setPxRatio() {
-        pxRatio = devicePixelRatio;
-    }
-
-    function guardedRange(u, min, max) {
-        if (max == min) {
-            if (min == null) {
-                min = 0;
-                max = 100;
-            }
-            else {
-                let delta = Math.abs(max) || 100;
-                max += delta;
-                min -= delta;
-            }
-        }
-
-        return [min, max];
-    }
-
-    setPxRatio();
-
-    window.addEventListener('dppxchange', setPxRatio);
-
-    const opts = {
-        title: "Scatter Plot",
-        mode: 2,
-        width: 1920,
-        height: 600,
-        legend: {
-            live: false,
-        },
-        hooks: {
-            drawClear: [
-                u => {
-                //	qt = qt || new Quadtree(0, 0, u.bbox.width, u.bbox.height);
-
-                //	qt.clear();
-
-                    // force-clear the path cache to cause drawBars() to rebuild new quadtree
-                    u.series.forEach((s, i) => {
-                        if (i > 0)
-                            s._paths = null;
-                    });
-                },
-            ],
-        },
-        scales: {
-            x: {
-                time: false,
-            //	auto: false,
-            //	range: [0, 500],
-                // remove any scale padding, use raw data limits
-                range: guardedRange,
-            },
-            y: {
-            //	auto: false,
-            //	range: [0, 500],
-                // remove any scale padding, use raw data limits
-                range: guardedRange,
-            },
-        },
-        series: [
-            {
-                /*
-                stroke: "red",
-                fill: "rgba(255,0,0,0.1)",
-                paths: (u, seriesIdx, idx0, idx1) => {
-                    uPlot.orient(u, seriesIdx, (series, dataX, dataY, scaleX, scaleY, valToPosX, valToPosY, xOff, yOff, xDim, yDim) => {
-                        let d = u.data[seriesIdx];
-
-                        console.log(d);
-                    });
-
-                    return null;
-                },
-                */
-            },
-            {
-                stroke: "red",
-                fill: "rgba(255,0,0,0.1)",
-                paths: drawPoints,
-            },
-            {
-                stroke: "green",
-                fill: "rgba(0,255,0,0.1)",
-                paths: drawPoints,
-            },
-            {
-                stroke: "blue",
-                fill: "rgba(0,0,255,0.1)",
-                paths: drawPoints,
-            },
-            {
-                stroke: "magenta",
-                fill: "rgba(0,0,255,0.1)",
-                paths: drawPoints,
-            },
-        ],
-    };
-
-    let u = new uPlot(opts, data, document.body);
-
-
-
-    points = 50;
-
-    // size range in pixels (diameter)
-    let minSize = 6;
-    let maxSize = 60;
-
-    let maxArea = Math.PI * (maxSize / 2) ** 2;
-    let minArea = Math.PI * (minSize / 2) ** 2;
-
-    // quadratic scaling (px area)
-    function getSize(value, minValue, maxValue) {
-        let pct = value / maxValue;
-        // clamp to min area
-        //let area = Math.max(maxArea * pct, minArea);
-        let area = maxArea * pct;
-        return Math.sqrt(area / Math.PI) * 2;
-    }
-
-    function getSizeMinMax(u) {
-        let minValue = Infinity;
-        let maxValue = -Infinity;
-
-        for (let i = 1; i < u.series.length; i++) {
-            let sizeData = u.data[i][2];
-
-            for (let j = 0; j < sizeData.length; j++) {
-                minValue = Math.min(minValue, sizeData[j]);
-                maxValue = Math.max(maxValue, sizeData[j]);
-            }
-        }
-
-        return [minValue, maxValue];
-    }
-
-    let drawPoints3 = makeDrawPoints3({
-        disp: {
-            size: {
-                unit: 3, // raw CSS pixels
-            //	discr: true,
-                values: (u, seriesIdx, idx0, idx1) => {
-                    // TODO: only run once per setData() call
-                    let [minValue, maxValue] = getSizeMinMax(u);
-                    return u.data[seriesIdx][2].map(v => getSize(v, minValue, maxValue));
-                },
-            },
-        },
-        each: (u, seriesIdx, dataIdx, lft, top, wid, hgt) => {
-            // we get back raw canvas coords (included axes & padding). translate to the plotting area origin
-            lft -= u.bbox.left;
-            top -= u.bbox.top;
-            qt.add({x: lft, y: top, w: wid, h: hgt, sidx: seriesIdx, didx: dataIdx});
-        },
-    });
-
-    let data2 = filledArr(series, v => [
-        filledArr(points, i => randInt(0,500)),
-        filledArr(points, i => randInt(0,500)),
-        filledArr(points, i => randInt(1,10000)),  // bubble size, population
-        filledArr(points, i => (Math.random() + 1).toString(36).substring(7)), // label / country name
-    ]);
-
-    data2[0] = null;
-    data2[1][1] = data2[1][1].map(v => v == 0 ? v : v * -1);
-
-    /*
-    const legendValue = (u, val, seriesIdx, idx) => {
-        let [x, y, size] = u.data[seriesIdx];
-        return `${x[idx]}, ${y[idx]}, ${size[idx]}`;
-    };
-    */
-
-    const legendValues = (u, seriesIdx, dataIdx) => {
-        // when data null, it's initial schema probe (also u.status == 0)
-        if (u.data == null || dataIdx == null || hRect == null || hRect.sidx != seriesIdx) {
-            return {
-                "Country":    '<NUM COUNTRIES>',
-                "Population": '<TOTAL POP>',
-                "GDP":        '<TOTAL GDP>',
-                "Income":     '<AVG INCOME>'
-            };
-        }
-
-        let [x, y, size, label] = u.data[seriesIdx];
-
-        return {
-            "Country":    label[hRect.didx],
-            "Population": size[hRect.didx],
-            "GDP":        '$' + x[hRect.didx],
-            "Income":     '$' + y[hRect.didx],
-        };
-    };
-
-    // hovered
-    let hRect;
-
-    const opts2 = {
-        title: "Bubble Plot",
-        mode: 2,
-        width: 1920,
-        height: 600,
-        legend: {
-        //	live: false,
-        },
-        cursor: {
-            dataIdx: (u, seriesIdx) => {
-                if (seriesIdx == 1) {
-                    hRect = null;
-
-                    let dist = Infinity;
-                    let cx = u.cursor.left * pxRatio;
-                    let cy = u.cursor.top * pxRatio;
-
-                    // !!! https://github.com/timohausmann/quadtree-js/blob/master/docs/simple.html
-                    // Rewrite mouseOver based on this example
-
-                    // let overlaps =  qt.retrieve({x:cx, y:cy, width:1, height:1})
-                    
-                    // for(var i=0;i<overlaps.length;i=i+1) {
-                    //     overlaps[i].check = true;
-                    // }
-
-                    // OLD!
-                    qt.get(cx, cy, 1, 1, o => {
-                        if (pointWithin(cx, cy, o.x, o.y, o.x + o.w, o.y + o.h)) {
-                            let ocx = o.x + o.w / 2;
-                            let ocy = o.y + o.h / 2;
-
-                            let dx = ocx - cx;
-                            let dy = ocy - cy;
-
-                            let d = Math.sqrt(dx ** 2 + dy ** 2);
-
-                            // test against radius for actual hover
-                            if (d <= o.w / 2) {
-                                // only hover bbox with closest distance
-                                if (d <= dist) {
-                                    dist = d;
-                                    hRect = o;
-                                }
-                            }
-                        }
-                    });
-                }
-
-                return hRect && seriesIdx == hRect.sidx ? hRect.didx : null;
-            },
-            points: {
-                size: (u, seriesIdx) => {
-                    return hRect && seriesIdx == hRect.sidx ? hRect.w / devicePixelRatio : 0;
-                }
-            }
-        },
-        hooks: {
-            drawClear: [
-                u => {
-                    qt = qt || new Quadtree(0, 0, u.bbox.width, u.bbox.height);
-
-                    qt.clear();
-
-                    // force-clear the path cache to cause drawBars() to rebuild new quadtree
-                    u.series.forEach((s, i) => {
-                        if (i > 0)
-                            s._paths = null;
-                    });
-                },
-            ],
-        },
-        axes: [
-            {
-                label: "GDP",
-            },
-            {
-                label: "Income 1",
-            },
-            {
-                side: 1,
-                scale: 'y2',
-                stroke: "red",
-                label: "Income 2",
-                grid: {
-                    show: false,
-                },
-            },
-        ],
-        scales: {
-            x: {
-                time: false,
-            //	auto: false,
-            //	range: [0, 500],
-
-                // remove any scale padding, use raw data limits
-                range: guardedRange,
-            },
-            y: {
-            //	auto: false,
-            //	range: [0, 500],
-
-                // remove any scale padding, use raw data limits
-                range: guardedRange,
-            },
-            y2: {
-                dir: 1,
-                ori: 1,
-                range: guardedRange,
-            }
-        },
-        series: [
-            null,
-            {
-                facets: [
-                    {
-                        scale: 'x',
-                        auto: true,
-                    },
-                    {
-                        scale: 'y2',
-                        auto: true,
-                    }
-                ],
-                label: "Region A",
-                stroke: "red",
-                fill: "rgba(255,0,0,0.3)",
-                paths: drawPoints3,
-                values: legendValues,
-            },
-            {
-                facets: [
-                    {
-                        scale: 'x',
-                        auto: true,
-                    },
-                    {
-                        scale: 'y',
-                        auto: true,
-                    }
-                ],
-                label: "Region B",
-                stroke: "green",
-                fill: "rgba(0,255,0,0.3)",
-                paths: drawPoints3,
-                values: legendValues,
-            },
-            {
-                facets: [
-                    {
-                        scale: 'x',
-                        auto: true,
-                    },
-                    {
-                        scale: 'y',
-                        auto: true,
-                    }
-                ],
-                label: "Region C",
-                stroke: "blue",
-                fill: "rgba(0,0,255,0.3)",
-                paths: drawPoints3,
-                values: legendValues,
-            },
-            {
-                facets: [
-                    {
-                        scale: 'x',
-                        auto: true,
-                    },
-                    {
-                        scale: 'y',
-                        auto: true,
-                    }
-                ],
-                label: "Region E",
-                stroke: "orange",
-                fill: "rgba(255,128,0,0.3)",
-                paths: drawPoints3,
-                values: legendValues,
-            },
-        ],
-    };
-
-    let u2 = new uPlot(opts2, data2, document.body);
-</script>
-
-{#if data != null}
-    <div bind:this={plotWrapper}/>
-{:else}
-    <Card class="mx-4" body color="warning">Cannot render scatter: No data!</Card>
-{/if}
\ No newline at end of file