diff --git a/_file/data/datavis-survey/scopes-001-input.b9718cf2.parquet b/_file/data/datavis-survey/scopes-001-input.b9718cf2.parquet new file mode 100644 index 0000000..0ee4e3b Binary files /dev/null and b/_file/data/datavis-survey/scopes-001-input.b9718cf2.parquet differ diff --git a/_file/data/datavis-survey/scopes-001.d44da6f0.json b/_file/data/datavis-survey/scopes-001.d44da6f0.json new file mode 100644 index 0000000..bf014b6 --- /dev/null +++ b/_file/data/datavis-survey/scopes-001.d44da6f0.json @@ -0,0 +1,1079 @@ +{ + "ls_version": "0.2.0", + "id": "scopes-001", + "embedding_id": "embedding-001", + "umap_id": "umap-001", + "cluster_id": "cluster-001", + "cluster_labels_id": "cluster-001-labels-001", + "label": "Datavis Not Understood", + "description": "Summarized by GPT-4-Turbo", + "dataset": { + "id": "datavis-notunderstood", + "length": 765, + "columns": [ + "DataVizNotUnderstood", + "Role", + "YearsDataVizExperience", + "Location" + ], + "text_column": "DataVizNotUnderstood", + "column_metadata": { + "DataVizNotUnderstood": { + "type": "string", + "unique_values_count": 755 + }, + "Role": { + "type": "string", + "unique_values_count": 10, + "categories": [ + "Analyst", + "Leadership (Manager, Director, VP, etc.)", + "Designer", + "Developer", + "None of these describes my role", + "Engineer", + "Scientist", + "Journalist", + "Teacher", + "Cartographer" + ], + "counts": { + "Analyst": 240, + "Leadership (Manager, Director, VP, etc.)": 110, + "Designer": 58, + "Developer": 47, + "None of these describes my role": 44, + "Engineer": 29, + "Scientist": 26, + "Journalist": 13, + "Teacher": 6, + "Cartographer": 3 + } + }, + "YearsDataVizExperience": { + "type": "string", + "unique_values_count": 31 + }, + "Location": { + "type": "string", + "unique_values_count": 62 + } + }, + "potential_embeddings": [], + "ls_version": "0.2.0" + }, + "embedding": { + "id": "embedding-001", + "model_id": "transformers-jinaai___jina-embeddings-v2-small-en", + "dataset_id": "datavis-notunderstood", + "text_column": "DataVizNotUnderstood", + "dimensions": 512, + "prefix": "" + }, + "umap": { + "id": "umap-001", + "embedding_id": "embedding-001", + "neighbors": 25, + "min_dist": 0.1 + }, + "cluster": { + "id": "cluster-001", + "umap_id": "umap-001", + "samples": 3, + "min_samples": 2, + "cluster_selection_epsilon": 0.05, + "n_clusters": 80, + "n_noise": 125 + }, + "cluster_labels": { + "id": "cluster-001-labels-001", + "cluster_id": "cluster-001", + "model_id": "openai-gpt-4-turbo-preview", + "text_column": "DataVizNotUnderstood", + "context": "", + "system_prompt": { + "role": "system", + "content": "You're job is to summarize lists of items with a short label of no more than 4 words. \n\nThe user will submit a bulleted list of items and you should choose a label that best summarizes the theme of the list so that someone browsing the labels will have a good idea of what is in the list. \nDo not use punctuation, just return a few words that summarize the list." + }, + "max_tokens": 127910 + }, + "cluster_labels_lookup": [ + { + "label": "Understanding Acknowledgment", + "description": "This is cluster 0 with 6 items.", + "hull": [ + 650, + 720, + 568, + 319, + 587 + ], + "cluster": 0 + }, + { + "label": "Data Management Challenges", + "description": "This is cluster 1 with 10 items.", + "hull": [ + 28, + 759, + 407, + 417, + 46, + 405 + ], + "cluster": 1 + }, + { + "label": "Project Management Philosophies", + "description": "This is cluster 2 with 6 items.", + "hull": [ + 364, + 135, + 212, + 146, + 367 + ], + "cluster": 2 + }, + { + "label": "Visualization Time Challenges", + "description": "This is cluster 3 with 11 items.", + "hull": [ + 444, + 504, + 269, + 217, + 628, + 737, + 5 + ], + "cluster": 3 + }, + { + "label": "Data Viz Creation Time", + "description": "This is cluster 4 with 11 items.", + "hull": [], + "cluster": 4 + }, + { + "label": "Complex Simplicity Efforts", + "description": "This is cluster 5 with 6 items.", + "hull": [ + 404, + 534, + 521, + 762, + 432 + ], + "cluster": 5 + }, + { + "label": "Design Time and Value", + "description": "This is cluster 6 with 9 items.", + "hull": [ + 586, + 496, + 669, + 60, + 648, + 715 + ], + "cluster": 6 + }, + { + "label": "Design philosophy insights", + "description": "This is cluster 7 with 6 items.", + "hull": [ + 183, + 275, + 43, + 38 + ], + "cluster": 7 + }, + { + "label": "Design Principles", + "description": "This is cluster 8 with 8 items.", + "hull": [ + 606, + 192, + 421 + ], + "cluster": 8 + }, + { + "label": "Design Process Insights", + "description": "This is cluster 9 with 5 items.", + "hull": [ + 563, + 387, + 579 + ], + "cluster": 9 + }, + { + "label": "Design principles challenges", + "description": "This is cluster 10 with 4 items.", + "hull": [ + 235, + 588, + 602, + 672 + ], + "cluster": 10 + }, + { + "label": "Effort and Work Insights", + "description": "This is cluster 11 with 11 items.", + "hull": [ + 423, + 603, + 344, + 159, + 62 + ], + "cluster": 11 + }, + { + "label": "Job Understanding Challenges", + "description": "This is cluster 12 with 5 items.", + "hull": [ + 566, + 72, + 310, + 433 + ], + "cluster": 12 + }, + { + "label": "Information and Trends", + "description": "This is cluster 13 with 7 items.", + "hull": [ + 753, + 58, + 252, + 655, + 642 + ], + "cluster": 13 + }, + { + "label": "Time Investment Insights", + "description": "This is cluster 14 with 39 items.", + "hull": [ + 654, + 703, + 569, + 713, + 226, + 743, + 537, + 522 + ], + "cluster": 14 + }, + { + "label": "No issues reported", + "description": "This is cluster 15 with 6 items.", + "hull": [ + 196, + 698, + 466, + 179 + ], + "cluster": 15 + }, + { + "label": "Data visualization challenges", + "description": "This is cluster 16 with 5 items.", + "hull": [ + 317, + 470, + 709, + 289, + 406 + ], + "cluster": 16 + }, + { + "label": "Data Management Challenges", + "description": "This is cluster 17 with 6 items.", + "hull": [ + 708, + 590, + 234, + 99 + ], + "cluster": 17 + }, + { + "label": "Design Principles", + "description": "This is cluster 18 with 8 items.", + "hull": [ + 224, + 45, + 438, + 763, + 338, + 4 + ], + "cluster": 18 + }, + { + "label": "Data Preparation Challenges", + "description": "This is cluster 19 with 5 items.", + "hull": [ + 251, + 156, + 624, + 81 + ], + "cluster": 19 + }, + { + "label": "Project Time Complexity", + "description": "This is cluster 20 with 15 items.", + "hull": [ + 208, + 393, + 301, + 8, + 714, + 736 + ], + "cluster": 20 + }, + { + "label": "Time and Effort Concerns", + "description": "This is cluster 21 with 18 items.", + "hull": [ + 584, + 152, + 59, + 623, + 618, + 670, + 266, + 494 + ], + "cluster": 21 + }, + { + "label": "Critical Thinking Tips", + "description": "This is cluster 22 with 6 items.", + "hull": [ + 10, + 652, + 605, + 316 + ], + "cluster": 22 + }, + { + "label": "Miscellaneous Responses", + "description": "This is cluster 23 with 26 items.", + "hull": [ + 373, + 543, + 281 + ], + "cluster": 23 + }, + { + "label": "Data Visualization Myths", + "description": "This is cluster 24 with 8 items.", + "hull": [ + 15, + 538, + 211, + 693, + 458 + ], + "cluster": 24 + }, + { + "label": "Creative process challenges", + "description": "This is cluster 25 with 4 items.", + "hull": [ + 32, + 356, + 374 + ], + "cluster": 25 + }, + { + "label": "Misconceptions about Work", + "description": "This is cluster 26 with 11 items.", + "hull": [ + 674, + 484, + 227, + 20, + 760 + ], + "cluster": 26 + }, + { + "label": "Data Cleaning Challenges", + "description": "This is cluster 27 with 19 items.", + "hull": [ + 447, + 172, + 710, + 371, + 695 + ], + "cluster": 27 + }, + { + "label": "Data Preparation Challenges", + "description": "This is cluster 28 with 5 items.", + "hull": [ + 506, + 151, + 57, + 105, + 114 + ], + "cluster": 28 + }, + { + "label": "Design Appreciation Challenges", + "description": "This is cluster 29 with 3 items.", + "hull": [ + 68, + 425, + 525 + ], + "cluster": 29 + }, + { + "label": "Misunderstood design importance", + "description": "This is cluster 30 with 4 items.", + "hull": [ + 142, + 139, + 351 + ], + "cluster": 30 + }, + { + "label": "Complexity and Difficulty", + "description": "This is cluster 31 with 5 items.", + "hull": [ + 51, + 345, + 369, + 395 + ], + "cluster": 31 + }, + { + "label": "Expectation Misalignment", + "description": "This is cluster 32 with 3 items.", + "hull": [ + 527, + 662, + 725 + ], + "cluster": 32 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 33 with 4 items.", + "hull": [ + 513, + 88, + 581, + 689 + ], + "cluster": 33 + }, + { + "label": "Attention to Detail", + "description": "This is cluster 34 with 4 items.", + "hull": [ + 86, + 408, + 119, + 688 + ], + "cluster": 34 + }, + { + "label": "Project feedback themes", + "description": "This is cluster 35 with 7 items.", + "hull": [ + 465, + 560, + 388, + 550, + 265 + ], + "cluster": 35 + }, + { + "label": "Data Tool Limitations", + "description": "This is cluster 36 with 12 items.", + "hull": [ + 213, + 732, + 164, + 505, + 35, + 96 + ], + "cluster": 36 + }, + { + "label": "Storytelling techniques", + "description": "This is cluster 37 with 4 items.", + "hull": [ + 666, + 562, + 323, + 571, + 514 + ], + "cluster": 37 + }, + { + "label": "Misconceptions in Design", + "description": "This is cluster 38 with 12 items.", + "hull": [ + 376, + 491, + 93, + 507 + ], + "cluster": 38 + }, + { + "label": "Data Analysis Challenges", + "description": "This is cluster 39 with 7 items.", + "hull": [ + 746, + 329, + 609, + 138, + 161, + 133, + 292 + ], + "cluster": 39 + }, + { + "label": "Data Visualization Challenges", + "description": "This is cluster 40 with 8 items.", + "hull": [ + 239, + 340, + 157, + 386, + 56 + ], + "cluster": 40 + }, + { + "label": "Importance of Understanding", + "description": "This is cluster 41 with 7 items.", + "hull": [ + 495, + 353, + 389, + 690, + 399 + ], + "cluster": 41 + }, + { + "label": "Dataviz Misconceptions", + "description": "This is cluster 42 with 3 items.", + "hull": [ + 500, + 480, + 154 + ], + "cluster": 42 + }, + { + "label": "Misunderstood professional challenges", + "description": "This is cluster 43 with 8 items.", + "hull": [ + 270, + 567, + 260, + 166, + 684, + 610 + ], + "cluster": 43 + }, + { + "label": "Misunderstood Professional Value", + "description": "This is cluster 44 with 10 items.", + "hull": [ + 65, + 314, + 9, + 758, + 410, + 47, + 757 + ], + "cluster": 44 + }, + { + "label": "Data Visualization Essentials", + "description": "This is cluster 45 with 10 items.", + "hull": [ + 199, + 366, + 696, + 582, + 163, + 21, + 361 + ], + "cluster": 45 + }, + { + "label": "Data Management Insights", + "description": "This is cluster 46 with 5 items.", + "hull": [ + 19, + 167, + 309, + 508 + ], + "cluster": 46 + }, + { + "label": "Data Communication Strategy", + "description": "This is cluster 47 with 6 items.", + "hull": [ + 173, + 82, + 511, + 328 + ], + "cluster": 47 + }, + { + "label": "Business Knowledge Importance", + "description": "This is cluster 48 with 22 items.", + "hull": [ + 336, + 518, + 450, + 596, + 293, + 476, + 87, + 533 + ], + "cluster": 48 + }, + { + "label": "Challenges in Expertise Development", + "description": "This is cluster 49 with 9 items.", + "hull": [ + 307, + 197, + 744, + 707, + 48 + ], + "cluster": 49 + }, + { + "label": "Excel vs Data Viz Misconceptions", + "description": "This is cluster 50 with 5 items.", + "hull": [ + 103, + 454, + 210, + 699 + ], + "cluster": 50 + }, + { + "label": "Data Visualization Challenges", + "description": "This is cluster 51 with 11 items.", + "hull": [ + 675, + 306, + 123, + 91, + 532, + 53 + ], + "cluster": 51 + }, + { + "label": "Data Visualization Challenges", + "description": "This is cluster 52 with 6 items.", + "hull": [ + 431, + 640, + 54, + 643 + ], + "cluster": 52 + }, + { + "label": "Challenges in Decision-Making", + "description": "This is cluster 53 with 7 items.", + "hull": [ + 585, + 355, + 155, + 291, + 311 + ], + "cluster": 53 + }, + { + "label": "Understanding Challenges", + "description": "This is cluster 54 with 6 items.", + "hull": [ + 67, + 613, + 429, + 731 + ], + "cluster": 54 + }, + { + "label": "Data visualization challenges", + "description": "This is cluster 55 with 5 items.", + "hull": [ + 749, + 545, + 320, + 229 + ], + "cluster": 55 + }, + { + "label": "Resistance to Data Visualization", + "description": "This is cluster 56 with 8 items.", + "hull": [ + 26, + 490, + 665, + 298, + 30, + 61 + ], + "cluster": 56 + }, + { + "label": "Challenges in Data Visualization", + "description": "This is cluster 57 with 10 items.", + "hull": [ + 7, + 174, + 535, + 607, + 198 + ], + "cluster": 57 + }, + { + "label": "Data Visualization Challenges", + "description": "This is cluster 58 with 12 items.", + "hull": [ + 134, + 501, + 472, + 558, + 442 + ], + "cluster": 58 + }, + { + "label": "Data Visualization Time Commitment", + "description": "This is cluster 59 with 23 items.", + "hull": [ + 27, + 3, + 333, + 673, + 222, + 519, + 424, + 740 + ], + "cluster": 59 + }, + { + "label": "Data Literacy Insights", + "description": "This is cluster 60 with 11 items.", + "hull": [ + 468, + 402, + 294, + 486, + 729, + 25, + 397, + 187 + ], + "cluster": 60 + }, + { + "label": "Data Visualization Misconceptions", + "description": "This is cluster 61 with 8 items.", + "hull": [ + 126, + 346, + 755, + 194, + 692, + 392 + ], + "cluster": 61 + }, + { + "label": "Data Visualization Importance", + "description": "This is cluster 62 with 5 items.", + "hull": [ + 463, + 443, + 499, + 141 + ], + "cluster": 62 + }, + { + "label": "Challenges in Data Visualization", + "description": "This is cluster 63 with 12 items.", + "hull": [ + 92, + 685, + 516, + 574, + 272 + ], + "cluster": 63 + }, + { + "label": "Dataviz Misconceptions", + "description": "This is cluster 64 with 14 items.", + "hull": [ + 216, + 113, + 302, + 556, + 102, + 131 + ], + "cluster": 64 + }, + { + "label": "Data Visualization Efforts", + "description": "This is cluster 65 with 9 items.", + "hull": [ + 653, + 177, + 723, + 493, + 595, + 186 + ], + "cluster": 65 + }, + { + "label": "Visualization challenges and value", + "description": "This is cluster 66 with 10 items.", + "hull": [ + 121, + 271, + 721, + 401, + 339, + 677, + 189 + ], + "cluster": 66 + }, + { + "label": "Data Visualization Process", + "description": "This is cluster 67 with 13 items.", + "hull": [ + 168, + 110, + 726, + 706, + 611, + 593 + ], + "cluster": 67 + }, + { + "label": "Data Visualization Challenges", + "description": "This is cluster 68 with 27 items.", + "hull": [ + 418, + 89, + 630, + 594, + 203, + 276, + 108, + 629 + ], + "cluster": 68 + }, + { + "label": "Misconceptions in Data Visualization", + "description": "This is cluster 69 with 18 items.", + "hull": [ + 730, + 552, + 512, + 461, + 278, + 530, + 370 + ], + "cluster": 69 + }, + { + "label": "Data Visualization Misconceptions", + "description": "This is cluster 70 with 19 items.", + "hull": [ + 700, + 124, + 608, + 18, + 679, + 341, + 120 + ], + "cluster": 70 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 71 with 10 items.", + "hull": [ + 100, + 223, + 580, + 321, + 165, + 348, + 178 + ], + "cluster": 71 + }, + { + "label": "Data Reporting Best Practices", + "description": "This is cluster 72 with 3 items.", + "hull": [ + 549, + 225, + 55 + ], + "cluster": 72 + }, + { + "label": "Data Analysis Insights", + "description": "This is cluster 73 with 12 items.", + "hull": [ + 284, + 400, + 671, + 526, + 529, + 218, + 555 + ], + "cluster": 73 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 74 with 7 items.", + "hull": [ + 546, + 111, + 283, + 326, + 712, + 350 + ], + "cluster": 74 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 75 with 4 items.", + "hull": [ + 604, + 290, + 347, + 428 + ], + "cluster": 75 + }, + { + "label": "Data Visualization Advocacy", + "description": "This is cluster 76 with 10 items.", + "hull": [ + 22, + 612, + 83 + ], + "cluster": 76 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 77 with 8 items.", + "hull": [ + 188, + 312, + 553, + 195 + ], + "cluster": 77 + }, + { + "label": "Data Visualization Importance", + "description": "This is cluster 78 with 8 items.", + "hull": [ + 337, + 657, + 705, + 414, + 112 + ], + "cluster": 78 + }, + { + "label": "Data Visualization Insights", + "description": "This is cluster 79 with 25 items.", + "hull": [ + 398, + 377, + 734, + 697, + 637, + 299, + 144, + 464 + ], + "cluster": 79 + } + ], + "rows": 747, + "columns": [ + "x", + "y", + "cluster", + "raw_cluster", + "label", + "ls_index" + ], + "size": 20553, + "timestamp": "2024-05-01 12:54:12" +} \ No newline at end of file diff --git a/_file/index.e65534ab.css b/_file/index.e65534ab.css new file mode 100644 index 0000000..982f30f --- /dev/null +++ b/_file/index.e65534ab.css @@ -0,0 +1,90 @@ + +/* HEADER STYLES */ +#observablehq-header a[href] { + color: inherit; +} + +#observablehq-header a[target="_blank"] { + display: flex; + align-items: center; + gap: 0.25rem; + text-decoration: none; +} + +#observablehq-header a[target="_blank"]:hover span { + text-decoration: underline; +} + +#observablehq-header a[target="_blank"]::after { + content: "↗"; +} + +@container not (min-width: 640px) { + .hide-if-small { + display: none; + } +} + + +/* DOCUMENTATION STYLES */ +.pageshot { + width: 60%; +} +.screenshot { + width: 55%; + margin: 0 24px; + box-shadow: 0px 6px 12px rgba(0, 0, 0, 0.3); + margin-bottom: 16px; +} + +@container not (min-width: 640px) { + .pageshot { + width: 100%; + } + .screenshot { + width: 100%; + } +} + + +.static-table input[type=checkbox] { + display: none; +} + +/* HULL COMPONENT */ +.hull { + display: block; +} + +/* TOOLTIP STYLES */ +.tooltip { + position: absolute; + pointer-events: none; + z-index: 1000; + background-color: white; + padding: 8px; + border-radius: 4px; + box-shadow: 0px 6px 12px rgba(0, 0, 0, 0.3); +} + +.cluster-content { + display: flex; + flex-direction: row; +} +.cluster-plot { + background-color: white; + padding: 4px; + border-radius: 4px; + margin: 6px; + width: 300px; + max-width: 300px; + display: inline-block; +} +.cluster-description { + margin: 6px; + padding: 4px; + +} + +@container not (min-width: 640px) { +} \ No newline at end of file diff --git a/_import/components/clusterCard.3a640b4d.js b/_import/components/clusterCard.3a640b4d.js new file mode 100644 index 0000000..fe65d4a --- /dev/null +++ b/_import/components/clusterCard.3a640b4d.js @@ -0,0 +1,56 @@ +import {html} from "../../_npm/htl@0.3.1/_esm.js"; +import * as Inputs from "../../_observablehq/stdlib/inputs.js"; +import * as Plot from "../../_npm/@observablehq/plot@0.6.14/_esm.js"; + +export function clusterCard(cluster, description, da, scope) { + const cda = da.filter(d => d.cluster == cluster) + return html`
+
+

Cluster ${cluster}: ${scope.cluster_labels_lookup[cluster].label}

+

${cda.length} rows

+
+
+ ${ + Plot.plot({ + marks: [ + Plot.dot(da, { + x: "x", + y: "y", + fill: "lightgray", + }), + Plot.dot(da, { + filter: d => d.cluster == cluster, + x: "x", + y: "y", + fill: "cluster", + }) + ], + width: 300, + height: 300, + color: { scheme: "cool" }, + y: { axis: null}, + x: { axis: null } + }) + } +
+
+ ${description} +
+
+
+ ${Inputs.table(cda, { + columns: [ + "DataVizNotUnderstood", + "Role", + "YearsDataVizExperience", + ], + width: { + "DataVizNotUnderstood": "60%", + "YearsDataVizExperience": "100px" + }, + rows: 12 + })} +
+
` +} + diff --git a/_import/components/hull.532abe46.js b/_import/components/hull.532abe46.js new file mode 100644 index 0000000..4ebc0ab --- /dev/null +++ b/_import/components/hull.532abe46.js @@ -0,0 +1,92 @@ +import { create, select } from "../../_npm/d3-selection@3.0.0/_esm.js"; +import { transition } from "../../_npm/d3-transition@3.0.1/_esm.js"; +import { line, curveLinearClosed, curveCatmullRomClosed } from "../../_npm/d3-shape@3.2.0/_esm.js"; +import { easeCubicInOut, easeExpOut } from "../../_npm/d3-ease@3.0.1/_esm.js"; +import { scaleLinear, scaleSequential } from "../../_npm/d3-scale@4.0.2/_esm.js"; +import { extent, range } from "../../_npm/d3-array@3.2.4/_esm.js"; +import { rgb } from "../../_npm/d3-color@3.1.0/_esm.js"; + +{/* */} +{/* */} +{/* */} + +export function hull(hulls, { + // TODO: make this not rerender every time + // svg = document.createElement("svg"), + width, + height, + xd = [-1, 1], + yd = [-1, 1], + x = (d) => d.x, + y = (d) => d.y, + strokeWidth = 2, + fill = "none", + stroke = "black", + duration = 1000, + delay = 0, + ease = easeCubicInOut +} = {}) { + + const svgs = create("svg") + .attr("width", width) + .attr("height", height) + .attr("viewBox", [0, 0, width, height]) + .attr("style", "max-width: 100%; height: auto; display: block;") + + + const xScaleFactor = width / (xd[1] - xd[0]); + const yScaleFactor = height / (yd[1] - yd[0]); + + // Calculate translation to center the drawing at (0,0) + // This centers the view at (0,0) and accounts for the SVG's inverted y-axis + const xOffset = width / 2 - (xScaleFactor * (xd[1] + xd[0]) / 2); + const yOffset = height / 2 + (yScaleFactor * (yd[1] + yd[0]) / 2); + + // Calculate a scaled stroke width + const scaledStrokeWidth = strokeWidth / Math.sqrt(xScaleFactor * yScaleFactor) / 2; + + const g = svgs.append("g") + g.attr('transform', `translate(${xOffset}, ${yOffset}) scale(${xScaleFactor}, ${yScaleFactor})`); + + const draw = line() + .x(d => d.x) + .y(d => -d.y) + // .curve(curveCatmullRomClosed); + .curve(curveLinearClosed); + + let sel = g.selectAll("path.hull") + .data(hulls) + + const exit = sel.exit() + // .transition() + // .duration(duration) + // .delay(delay) + // .ease(easeExpOut) + .style("opacity", 0) + .remove() + + const enter = sel.enter() + .append("path") + .classed("hull", true) + .attr("d", draw) + .style("fill", fill) + .style("stroke", stroke) + .style("stroke-width", scaledStrokeWidth) + // .style("opacity", 0.) + // .transition() + // .delay(delay + 100) + // .duration(duration - 100) + // .ease(easeExpOut) + .style("opacity", 0.75) + + const update = sel + // .transition() + // .duration(duration) + // .delay(delay) + // .ease(easeCubicInOut) + .style("opacity", 0.75) + .attr("d", draw) + + + return svgs.node() +} diff --git a/_import/components/scatter.e6a504c8.js b/_import/components/scatter.e6a504c8.js new file mode 100644 index 0000000..9461273 --- /dev/null +++ b/_import/components/scatter.e6a504c8.js @@ -0,0 +1,127 @@ +// import * as Plot from "npm:@observablehq/plot"; +import createScatterplot from "../../_npm/regl-scatterplot@1.8.5/_esm.js"; +import { scaleLinear, scaleSequential } from "../../_npm/d3-scale@4.0.2/_esm.js"; +import { interpolateViridis, interpolateTurbo, interpolateCool } from "../../_npm/d3-scale-chromatic@3.1.0/_esm.js"; +import { extent, range } from "../../_npm/d3-array@3.2.4/_esm.js"; +import { rgb } from "../../_npm/d3-color@3.1.0/_esm.js"; + +const scatterCache = new WeakMap(); + +export function scatter(data, { + canvas = document.createElement("canvas"), + width, + height, + x = (d) => d.x, + y = (d) => d.y, + color = null, + size = null, + colorInterpolator = interpolateCool, + pointSize = 3, + pointOpacity = 0.75 +} = {}) { + let scatterplot; + if(!scatterCache.has(canvas)) { + // create the scatterplot + const scatterSettings = { + canvas, + width, + height, + pointColorHover: [0.1, 0.1, 0.1, 0.5], + pointSize, + pointOpacity, + xScale: scaleLinear().domain([-1, 1]), + yScale: scaleLinear().domain([-1, 1]), + } + scatterplot = createScatterplot(scatterSettings); + scatterCache.set(canvas, scatterplot) + canvas.value = { + xd: [-1, 1], + yd: [-1, 1], + selected: [], + hovered: [], + width, + height + } + + scatterplot.subscribe( + "view", + ({ camera, view, xScale: xs, yScale: ys }) => { + let xd = xs.domain(); + let yd = ys.domain(); + canvas.value.xd = xd + canvas.value.yd = yd + canvas.dispatchEvent(new Event("input")); + } + ); + scatterplot.subscribe("select", ({ points }) => { + canvas.value.selected= points + canvas.dispatchEvent(new Event("input")); + }); + scatterplot.subscribe("deselect", () => { + canvas.value.selected = [] + canvas.dispatchEvent(new Event("input")); + }); + scatterplot.subscribe("pointOver", (pointIndex) => { + canvas.value.hovered = [pointIndex] + canvas.dispatchEvent(new Event("input")); + }); + scatterplot.subscribe("pointOut", (pointIndex) => { + canvas.value.hovered = [] + canvas.dispatchEvent(new Event("input")); + }); + canvas.scatter = scatterplot + } else { + // update the scatterplot + scatterplot = scatterCache.get(canvas) + scatterplot.set({ width, height }); + canvas.value.width = width + canvas.value.height = height + canvas.dispatchEvent(new Event("input")); + } + + const points = data.map(d => [ + x(d), y(d), color && color(d), size && size(d) + ].filter(x => x !== null)) + + if(color) { + scatterplot.set({colorBy: 'valueA'}) + // determine if the values in ordinal or continuous + const valueSet = new Set(points.map(p => p[2])); + const isOrdinal = [...valueSet].every(val => typeof val === 'string' || (typeof val === 'number' && !Number.isInteger(val) && val % 1 !== 0)); + if (isOrdinal) { + // create a color for each unique value + const uniqueValues = [...valueSet].sort(); + const colorScale = scaleSequential(colorInterpolator) + .domain([0, uniqueValues.length]); + const pointColor = uniqueValues.map((u,i) => rgb(colorScale(i)).hex()) + + // update the points to use the index of the unique value (for regl-scatterplot) + points.forEach(p => p[2] = uniqueValues.indexOf(p[2])) + + scatterplot.set({ pointColor }); + } else { + + //make sure the points scale from 0 to 1 for regl-scatter + const values = [...valueSet] + const scale = scaleLinear().domain(extent(values)).range([0, 1]) + points.forEach(p => p[2] = scale(p[2])) + + let r = range(0, 100) + const colorScale = scaleSequential(colorInterpolator) + .domain([0, 100]); + const pointColor = r.map(i => rgb(colorScale(i)).hex()) + + scatterplot.set({ pointColor }); // getContinuousColorScale is a hypothetical function + } + } + if(size) { + if(color) { + scatterplot.set({sizeBy: 'valueB'}) + } else { + scatterplot.set({sizeBy: 'valueA'}) + } + } + + scatterplot.draw(points, { transition: false }); + return canvas +} diff --git a/_import/components/tooltip.10184b2e.js b/_import/components/tooltip.10184b2e.js new file mode 100644 index 0000000..35e17e8 --- /dev/null +++ b/_import/components/tooltip.10184b2e.js @@ -0,0 +1,27 @@ +import { create } from "../../_npm/d3-selection@3.0.0/_esm.js" +import { scaleLinear } from "../../_npm/d3-scale@4.0.2/_esm.js" + + +export function tooltip({ +} = {}) { + const tooltip = create("div") + .attr("class", "tooltip") + + function show(p, map, html) { + tooltip.html(html) + tooltip.style("display", "block") + let x = scaleLinear().domain(map.xd).range([0, map.width]) + let y = scaleLinear().domain(map.yd).range([map.height, 0]) + tooltip.style("left", `${x(p.x) + 10}px`) + tooltip.style("top", `${y(p.y)}px`) + } + function hide() { + tooltip.style("display", "none") + } + + return Object.assign(tooltip.node(), { + show, + hide + }) +} + diff --git a/_npm/@observablehq/plot@0.6.14/_esm.js b/_npm/@observablehq/plot@0.6.14/_esm.js new file mode 100644 index 0000000..11be5c6 --- /dev/null +++ b/_npm/@observablehq/plot@0.6.14/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/@observablehq/plot@0.6.14/src/index.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +import{ascending as t,descending as n,timeSecond as e,timeMinute as r,timeHour as o,timeDay as i,timeMonday as a,timeTuesday as l,timeWednesday as s,timeThursday as c,timeFriday as u,timeSaturday as f,timeSunday as h,timeWeek as d,timeMonth as p,timeYear as m,utcSecond as y,utcMinute as g,utcHour as v,unixDay as x,utcMonday as w,utcTuesday as b,utcWednesday as k,utcThursday as $,utcFriday as M,utcSaturday as L,utcSunday as A,utcWeek as E,utcMonth as z,utcYear as O,bisector as S,max as N,pairs as C,timeFormat as T,utcFormat as R,range as I,quantile as W,symbolAsterisk as j,symbolCircle as B,symbolCross as F,symbolDiamond as D,symbolDiamond2 as q,symbolPlus as _,symbolSquare as P,symbolSquare2 as V,symbolStar as H,symbolTimes as Y,symbolTriangle as U,symbolTriangle2 as X,symbolWye as G,randomLcg as Z,group as J,sort as K,rollup as Q,sum as tt,InternSet as nt,mode as et,variance as rt,median as ot,mean as 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rn,interpolateRdYlGn as on,schemeRdYlGn as an,interpolateSpectral as ln,schemeSpectral as sn,interpolateBlues as cn,schemeBlues as un,interpolateGreens as fn,schemeGreens as hn,interpolateGreys as dn,schemeGreys as pn,interpolateOranges as mn,schemeOranges as yn,interpolatePurples as gn,schemePurples as vn,interpolateReds as xn,schemeReds as wn,interpolateTurbo as bn,interpolateViridis as kn,interpolateMagma as $n,interpolateInferno as Mn,interpolatePlasma as Ln,interpolateCividis as An,interpolateCubehelixDefault as En,interpolateWarm as zn,interpolateCool as On,interpolateBuGn as Sn,schemeBuGn as Nn,interpolateBuPu as Cn,schemeBuPu as Tn,interpolateGnBu as Rn,schemeGnBu as In,interpolateOrRd as Wn,schemeOrRd as jn,interpolatePuBu as Bn,schemePuBu as Fn,interpolatePuBuGn as Dn,schemePuBuGn as qn,interpolatePuRd as _n,schemePuRd as Pn,interpolateRdPu as Vn,schemeRdPu as Hn,interpolateYlGn as Yn,schemeYlGn as Un,interpolateYlGnBu as Xn,schemeYlGnBu as Gn,interpolateYlOrBr as 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b/_npm/binary-search-bounds@2.0.5/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/binary-search-bounds@2.0.5/search-bounds.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +function r(r,n,t,o,e){for(var u=e+1;o<=e;){var i=o+e>>>1,f=r[i];(void 0!==t?t(f,n):f-n)>=0?(u=i,e=i-1):o=i+1}return u}function n(r,n,t,o,e){for(var u=e+1;o<=e;){var i=o+e>>>1,f=r[i];(void 0!==t?t(f,n):f-n)>0?(u=i,e=i-1):o=i+1}return u}function t(r,n,t,o,e){for(var u=o-1;o<=e;){var i=o+e>>>1,f=r[i];(void 0!==t?t(f,n):f-n)<0?(u=i,o=i+1):e=i-1}return u}function o(r,n,t,o,e){for(var u=o-1;o<=e;){var i=o+e>>>1,f=r[i];(void 0!==t?t(f,n):f-n)<=0?(u=i,o=i+1):e=i-1}return u}function e(r,n,t,o,e){for(;o<=e;){var u=o+e>>>1,i=r[u],f=void 0!==t?t(i,n):i-n;if(0===f)return u;f<=0?o=u+1:e=u-1}return-1}function u(r,n,t,o,e,u){return"function"==typeof t?u(r,n,t,void 0===o?0:0|o,void 0===e?r.length-1:0|e):u(r,n,void 0,void 0===t?0:0|t,void 0===o?r.length-1:0|o)}var i={ge:function(n,t,o,e,i){return u(n,t,o,e,i,r)},gt:function(r,t,o,e,i){return u(r,t,o,e,i,n)},lt:function(r,n,o,e,i){return u(r,n,o,e,i,t)},le:function(r,n,t,e,i){return u(r,n,t,e,i,o)},eq:function(r,n,t,o,i){return u(r,n,t,o,i,e)}},f=i.eq,v=i.ge,a=i.gt,c=i.le,d=i.lt;export{i as default,f as eq,v as ge,a as gt,c as le,d as lt}; diff --git a/_npm/d3-axis@3.0.0/_esm.js b/_npm/d3-axis@3.0.0/_esm.js new file mode 100644 index 0000000..6e162f0 --- /dev/null +++ b/_npm/d3-axis@3.0.0/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/d3-axis@3.0.0/src/index.js + * + * Do NOT use SRI with dynamically generated files! 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More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +import{dispatch as t}from"../d3-dispatch@3.0.1/_esm.js";import{dragDisable as e,dragEnable as n}from"../d3-drag@3.0.0/_esm.js";import{interpolate as r}from"../d3-interpolate@3.0.1/_esm.js";import{select as s,pointer as i}from"../d3-selection@3.0.0/_esm.js";import{interrupt as u}from"../d3-transition@3.0.1/_esm.js";var o=t=>()=>t;function a(t,{sourceEvent:e,target:n,selection:r,mode:s,dispatch:i}){Object.defineProperties(this,{type:{value:t,enumerable:!0,configurable:!0},sourceEvent:{value:e,enumerable:!0,configurable:!0},target:{value:n,enumerable:!0,configurable:!0},selection:{value:r,enumerable:!0,configurable:!0},mode:{value:s,enumerable:!0,configurable:!0},_:{value:i}})}function l(t){t.preventDefault(),t.stopImmediatePropagation()}var c={name:"drag"},h={name:"space"},f={name:"handle"},p={name:"center"};const{abs:m,max:d,min:v}=Math;function y(t){return[+t[0],+t[1]]}function 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b/_npm/d3-contour@4.0.2/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/d3-contour@4.0.2/src/index.js + * + * Do NOT use SRI with dynamically generated files! 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3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,n){switch(t=+t,n=+n,this._point){case 0:this._point=1,this._x3=t,this._y3=n;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=n);break;case 2:this._point=3,this._x5=t,this._y5=n;break;default:Xt(this,t,n)}this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=n}};var Dt=function t(n){function i(t){return new qt(t,n)}return i.tension=function(n){return t(+n)},i}(0);function It(t,n){this._context=t,this._k=(1-n)/6}It.prototype={areaStart:function(){this._line=0},areaEnd:function(){this._line=NaN},lineStart:function(){this._x0=this._x1=this._x2=this._y0=this._y1=this._y2=NaN,this._point=0},lineEnd:function(){(this._line||0!==this._line&&3===this._point)&&this._context.closePath(),this._line=1-this._line},point:function(t,n){switch(t=+t,n=+n,this._point){case 0:this._point=1;break;case 1:this._point=2;break;case 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3:this.point(this._x3,this._y3),this.point(this._x4,this._y4),this.point(this._x5,this._y5)}},point:function(t,n){if(t=+t,n=+n,this._point){var i=this._x2-t,e=this._y2-n;this._l23_a=Math.sqrt(this._l23_2a=Math.pow(i*i+e*e,this._alpha))}switch(this._point){case 0:this._point=1,this._x3=t,this._y3=n;break;case 1:this._point=2,this._context.moveTo(this._x4=t,this._y4=n);break;case 2:this._point=3,this._x5=t,this._y5=n;break;default:Lt(this,t,n)}this._l01_a=this._l12_a,this._l12_a=this._l23_a,this._l01_2a=this._l12_2a,this._l12_2a=this._l23_2a,this._x0=this._x1,this._x1=this._x2,this._x2=t,this._y0=this._y1,this._y1=this._y2,this._y2=n}};var Ft=function t(n){function i(t){return n?new $t(t,n):new qt(t,0)}return i.alpha=function(n){return t(+n)},i}(.5);function 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t(n){function i(t){return n?new Gt(t,n):new It(t,0)}return i.alpha=function(n){return t(+n)},i}(.5);function Jt(t){this._context=t}function Kt(t){return new Jt(t)}function Qt(t){return t<0?-1:1}function Ut(t,n,i){var e=t._x1-t._x0,s=n-t._x1,o=(t._y1-t._y0)/(e||s<0&&-0),h=(i-t._y1)/(s||e<0&&-0),_=(o*s+h*e)/(e+s);return(Qt(o)+Qt(h))*Math.min(Math.abs(o),Math.abs(h),.5*Math.abs(_))||0}function Zt(t,n){var i=t._x1-t._x0;return i?(3*(t._y1-t._y0)/i-n)/2:n}function tn(t,n,i){var e=t._x0,s=t._y0,o=t._x1,h=t._y1,_=(o-e)/3;t._context.bezierCurveTo(e+_,s+_*n,o-_,h-_*i,o,h)}function nn(t){this._context=t}function en(t){this._context=new sn(t)}function sn(t){this._context=t}function on(t){return new nn(t)}function hn(t){return new en(t)}function _n(t){this._context=t}function rn(t){var n,i,e=t.length-1,s=new Array(e),o=new Array(e),h=new Array(e);for(s[0]=0,o[0]=2,h[0]=t[0]+2*t[1],n=1;n=0;--n)s[n]=(h[n]-s[n+1])/o[n];for(o[e-1]=(t[e]+s[e-1])/2,n=0;n1)for(var i,e,s,o=1,h=t[n[0]],_=h.length;o=0;)i[n]=n;return i}function pn(t,n){return t[n]}function vn(t){const n=[];return n.key=t,n}function dn(){var t=n([]),i=xn,e=yn,s=pn;function o(n){var o,h,_=Array.from(t.apply(this,arguments),vn),r=_.length,a=-1;for(const t of n)for(o=0,++a;o0){for(var i,e,s,o=0,h=t[0].length;o0)for(var i,e,s,o,h,_,r=0,a=t[n[0]].length;r0?(e[0]=o,e[1]=o+=s):s<0?(e[1]=h,e[0]=h+=s):(e[0]=0,e[1]=s)}function mn(t,n){if((i=t.length)>0){for(var i,e=0,s=t[n[0]],o=s.length;e0&&(e=(i=t[n[0]]).length)>0){for(var i,e,s,o=0,h=1;ho&&(o=n,e=i);return e}function Nn(t){var n=t.map(Sn);return xn(t).sort((function(t,i){return n[t]-n[i]}))}function Sn(t){for(var n,i=0,e=-1,s=t.length;++e=0&&(this._t=1-this._t,this._line=1-this._line)},point:function(t,n){switch(t=+t,n=+n,this._point){case 0:this._point=1,this._line?this._context.lineTo(t,n):this._context.moveTo(t,n);break;case 1:this._point=2;default:if(this._t<=0)this._context.lineTo(this._x,n),this._context.lineTo(t,n);else{var i=this._x*(1-this._t)+t*this._t;this._context.lineTo(i,this._y),this._context.lineTo(i,n)}}this._x=t,this._y=n}};export{m as arc,M as area,q as areaRadial,At as curveBasis,Pt as curveBasisClosed,Ot as curveBasisOpen,L as curveBumpX,W as curveBumpY,zt as curveBundle,Bt as curveCardinal,Dt as curveCardinalClosed,jt as curveCardinalOpen,Vt as curveCatmullRom,Ft as curveCatmullRomClosed,Ht as curveCatmullRomOpen,N as curveLinear,Kt as curveLinearClosed,on as curveMonotoneX,hn as curveMonotoneY,an as curveNatural,cn as curveStep,fn as curveStepAfter,un as curveStepBefore,A as line,B as lineRadial,G as link,H as linkHorizontal,K as linkRadial,J as linkVertical,O as pie,D as pointRadial,q as radialArea,B as radialLine,dn as stack,gn as stackOffsetDiverging,Tn as stackOffsetExpand,yn as stackOffsetNone,mn as stackOffsetSilhouette,bn as stackOffsetWiggle,wn as stackOrderAppearance,Nn as stackOrderAscending,En as stackOrderDescending,An as stackOrderInsideOut,xn as stackOrderNone,Mn as stackOrderReverse,kt as symbol,U as symbolAsterisk,Z as symbolCircle,tt as symbolCross,et as symbolDiamond,st as symbolDiamond2,ot as symbolPlus,ht as symbolSquare,_t as symbolSquare2,ct as symbolStar,mt as symbolTimes,ft as symbolTriangle,xt as symbolTriangle2,gt as symbolWye,mt as symbolX,bt as symbols,bt as symbolsFill,wt as symbolsStroke};export default null; diff --git a/_npm/d3-timer@3.0.1/_esm.js b/_npm/d3-timer@3.0.1/_esm.js new file mode 100644 index 0000000..4ef8a86 --- /dev/null +++ b/_npm/d3-timer@3.0.1/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/d3-timer@3.0.1/src/index.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +var t,n,e=0,r=0,o=0,i=1e3,a=0,l=0,u=0,c="object"==typeof performance&&performance.now?performance:Date,s="object"==typeof window&&window.requestAnimationFrame?window.requestAnimationFrame.bind(window):function(t){setTimeout(t,17)};function f(){return l||(s(_),l=c.now()+u)}function _(){l=0}function w(){this._call=this._time=this._next=null}function m(t,n,e){var r=new w;return r.restart(t,n,e),r}function p(){f(),++e;for(var n,r=t;r;)(n=l-r._time)>=0&&r._call.call(void 0,n),r=r._next;--e}function h(){l=(a=c.now())+u,e=r=0;try{p()}finally{e=0,function(){var e,r,o=t,i=1/0;for(;o;)o._call?(i>o._time&&(i=o._time),e=o,o=o._next):(r=o._next,o._next=null,o=e?e._next=r:t=r);n=e,x(i)}(),l=0}}function v(){var t=c.now(),n=t-a;n>i&&(u-=n,a=t)}function x(t){e||(r&&(r=clearTimeout(r)),t-l>24?(t<1/0&&(r=setTimeout(h,t-c.now()-u)),o&&(o=clearInterval(o))):(o||(a=c.now(),o=setInterval(v,i)),e=1,s(h)))}function y(t,n,e){var r=new w;return n=null==n?0:+n,r.restart((e=>{r.stop(),t(e+n)}),n,e),r}function d(t,n,e){var r=new w,o=n;return null==n?(r.restart(t,n,e),r):(r._restart=r.restart,r.restart=function(t,n,e){n=+n,e=null==e?f():+e,r._restart((function i(a){a+=o,r._restart(i,o+=n,e),t(a)}),n,e)},r.restart(t,n,e),r)}w.prototype=m.prototype={constructor:w,restart:function(e,r,o){if("function"!=typeof e)throw new TypeError("callback is not a function");o=(null==o?f():+o)+(null==r?0:+r),this._next||n===this||(n?n._next=this:t=this,n=this),this._call=e,this._time=o,x()},stop:function(){this._call&&(this._call=null,this._time=1/0,x())}};export{d as interval,f as now,y as timeout,m as timer,p as timerFlush};export default null; diff --git a/_npm/d3-transition@3.0.1/_esm.js b/_npm/d3-transition@3.0.1/_esm.js new file mode 100644 index 0000000..82c04bb --- /dev/null +++ b/_npm/d3-transition@3.0.1/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/d3-transition@3.0.1/src/index.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +import{namespace as t,matcher as n,selector as e,selectorAll as r,selection as i,style as o}from"../d3-selection@3.0.0/_esm.js";import{dispatch as u}from"../d3-dispatch@3.0.1/_esm.js";import{timer as a,timeout as s,now as l}from"../d3-timer@3.0.1/_esm.js";import{interpolateNumber as f,interpolateRgb as c,interpolateString as h,interpolateTransformSvg as _,interpolateTransformCss as p}from"../d3-interpolate@3.0.1/_esm.js";import{color as v}from"../d3-color@3.1.0/_esm.js";import{easeCubicInOut as d}from"../d3-ease@3.0.1/_esm.js";var m=u("start","end","cancel","interrupt"),y=[],w=0,g=1,x=2,A=3,b=4,E=5,C=6;function N(t,n,e,r,i,o){var u=t.__transition;if(u){if(e in u)return}else t.__transition={};!function(t,n,e){var r,i=t.__transition;function o(t){e.state=g,e.timer.restart(u,e.delay,e.time),e.delay<=t&&u(t-e.delay)}function u(o){var a,c,h,_;if(e.state!==g)return f();for(a in i)if((_=i[a]).name===e.name){if(_.state===A)return s(u);_.state===b?(_.state=C,_.timer.stop(),_.on.call("interrupt",t,t.__data__,_.index,_.group),delete i[a]):+aw)throw new Error("too late; already scheduled");return e}function T(t,n){var e=P(t,n);if(e.state>A)throw new Error("too late; already running");return e}function P(t,n){var e=t.__transition;if(!e||!(e=e[n]))throw new Error("transition not found");return e}function z(t,n){var e,r,i,o=t.__transition,u=!0;if(o){for(i in n=null==n?null:n+"",o)(e=o[i]).name===n?(r=e.state>x&&e.state=0&&(t=t.slice(0,n)),!t||"start"===t}))}(n)?S:T;return function(){var u=o(this,t),a=u.on;a!==r&&(i=(r=a).copy()).on(n,e),u.on=i}}(e,t,n))},attr:function(n,e){var r=t(n),i="transform"===r?_:V;return this.attrTween(n,"function"==typeof e?(r.local?F:D)(r,i,O(this,"attr."+n,e)):null==e?(r.local?j:$)(r):(r.local?B:q)(r,i,e))},attrTween:function(n,e){var r="attr."+n;if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==e)return this.tween(r,null);if("function"!=typeof e)throw new Error;var i=t(n);return this.tween(r,(i.local?G:H)(i,e))},style:function(t,n,e){var r="transform"==(t+="")?p:V;return null==n?this.styleTween(t,function(t,n){var e,r,i;return function(){var u=o(this,t),a=(this.style.removeProperty(t),o(this,t));return u===a?null:u===e&&a===r?i:i=n(e=u,r=a)}}(t,r)).on("end.style."+t,R(t)):"function"==typeof n?this.styleTween(t,function(t,n,e){var r,i,u;return function(){var a=o(this,t),s=e(this),l=s+"";return null==s&&(this.style.removeProperty(t),l=s=o(this,t)),a===l?null:a===r&&l===i?u:(i=l,u=n(r=a,s))}}(t,r,O(this,"style."+t,n))).each(function(t,n){var e,r,i,o,u="style."+n,a="end."+u;return function(){var s=T(this,t),l=s.on,f=null==s.value[u]?o||(o=R(n)):void 0;l===e&&i===f||(r=(e=l).copy()).on(a,i=f),s.on=r}}(this._id,t)):this.styleTween(t,function(t,n,e){var r,i,u=e+"";return function(){var a=o(this,t);return a===u?null:a===r?i:i=n(r=a,e)}}(t,r,n),e).on("end.style."+t,null)},styleTween:function(t,n,e){var r="style."+(t+="");if(arguments.length<2)return(r=this.tween(r))&&r._value;if(null==n)return this.tween(r,null);if("function"!=typeof n)throw new Error;return this.tween(r,function(t,n,e){var r,i;function o(){var o=n.apply(this,arguments);return o!==i&&(r=(i=o)&&function(t,n,e){return function(r){this.style.setProperty(t,n.call(this,r),e)}}(t,o,e)),r}return o._value=n,o}(t,n,null==e?"":e))},text:function(t){return this.tween("text","function"==typeof t?function(t){return function(){var n=t(this);this.textContent=null==n?"":n}}(O(this,"text",t)):function(t){return function(){this.textContent=t}}(null==t?"":t+""))},textTween:function(t){var n="text";if(arguments.length<1)return(n=this.tween(n))&&n._value;if(null==t)return this.tween(n,null);if("function"!=typeof t)throw new Error;return this.tween(n,function(t){var n,e;function r(){var r=t.apply(this,arguments);return r!==e&&(n=(e=r)&&function(t){return function(n){this.textContent=t.call(this,n)}}(r)),n}return r._value=t,r}(t))},remove:function(){return this.on("end.remove",function(t){return function(){var n=this.parentNode;for(var e in this.__transition)if(+e!==t)return;n&&n.removeChild(this)}}(this._id))},tween:function(t,n){var e=this._id;if(t+="",arguments.length<2){for(var r,i=P(this.node(),e).tween,o=0,u=i.length;og&&e.name===n)return new W([[t]],et,n,+r);return null}export{rt as active,z as interrupt,X as transition};export default null; diff --git a/_npm/d3-zoom@3.0.0/_esm.js b/_npm/d3-zoom@3.0.0/_esm.js new file mode 100644 index 0000000..df6e03f --- /dev/null +++ b/_npm/d3-zoom@3.0.0/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/d3-zoom@3.0.0/src/index.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +import{dispatch as t}from"../d3-dispatch@3.0.1/_esm.js";import{dragDisable as n,dragEnable as e}from"../d3-drag@3.0.0/_esm.js";import{interpolateZoom as o}from"../d3-interpolate@3.0.1/_esm.js";import{select as i,pointer as r}from"../d3-selection@3.0.0/_esm.js";import{interrupt as u}from"../d3-transition@3.0.1/_esm.js";var h=t=>()=>t;function s(t,{sourceEvent:n,target:e,transform:o,dispatch:i}){Object.defineProperties(this,{type:{value:t,enumerable:!0,configurable:!0},sourceEvent:{value:n,enumerable:!0,configurable:!0},target:{value:e,enumerable:!0,configurable:!0},transform:{value:o,enumerable:!0,configurable:!0},_:{value:i}})}function a(t,n,e){this.k=t,this.x=n,this.y=e}a.prototype={constructor:a,scale:function(t){return 1===t?this:new a(this.k*t,this.x,this.y)},translate:function(t,n){return 0===t&0===n?this:new 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diff --git a/_npm/interval-tree-1d@1.0.4/_esm.js b/_npm/interval-tree-1d@1.0.4/_esm.js new file mode 100644 index 0000000..254a849 --- /dev/null +++ b/_npm/interval-tree-1d@1.0.4/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/interval-tree-1d@1.0.4/interval-tree.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +import t from"../binary-search-bounds@2.0.5/_esm.js";var i=t,r=function(t){if(!t||0===t.length)return new m(null);return new m(v(t))};function n(t,i,r,n,s){this.mid=t,this.left=i,this.right=r,this.leftPoints=n,this.rightPoints=s,this.count=(i?i.count:0)+(r?r.count:0)+n.length}var s=n.prototype;function h(t,i){t.mid=i.mid,t.left=i.left,t.right=i.right,t.leftPoints=i.leftPoints,t.rightPoints=i.rightPoints,t.count=i.count}function e(t,i){var r=v(i);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function o(t,i){var r=t.intervals([]);r.push(i),e(t,r)}function f(t,i){var r=t.intervals([]),n=r.indexOf(i);return n<0?0:(r.splice(n,1),e(t,r),1)}function u(t,i,r){for(var n=0;n=0&&t[n][1]>=i;--n){var s=r(t[n]);if(s)return s}}function g(t,i){for(var r=0;r>1],h=[],e=[],o=[];for(r=0;r3*(r+1)?o(this,t):this.left.insert(t):this.left=v([t]);else if(t[0]>this.mid)this.right?4*(this.right.count+1)>3*(r+1)?o(this,t):this.right.insert(t):this.right=v([t]);else{var n=i.ge(this.leftPoints,t,P),s=i.ge(this.rightPoints,t,a);this.leftPoints.splice(n,0,t),this.rightPoints.splice(s,0,t)}},s.remove=function(t){var r=this.count-this.leftPoints;if(t[1]3*(r-1)?f(this,t):2===(o=this.left.remove(t))?(this.left=null,this.count-=1,1):(1===o&&(this.count-=1),o):0;if(t[0]>this.mid)return this.right?4*(this.left?this.left.count:0)>3*(r-1)?f(this,t):2===(o=this.right.remove(t))?(this.right=null,this.count-=1,1):(1===o&&(this.count-=1),o):0;if(1===this.count)return this.leftPoints[0]===t?2:0;if(1===this.leftPoints.length&&this.leftPoints[0]===t){if(this.left&&this.right){for(var n=this,s=this.left;s.right;)n=s,s=s.right;if(n===this)s.right=this.right;else{var e=this.left,o=this.right;n.count-=s.count,n.right=s.left,s.left=e,s.right=o}h(this,s),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?h(this,this.left):h(this,this.right);return 1}for(e=i.ge(this.leftPoints,t,P);ethis.mid){var r;if(this.right)if(r=this.right.queryPoint(t,i))return r;return l(this.rightPoints,t,i)}return g(this.leftPoints,i)},s.queryInterval=function(t,i,r){var n;if(tthis.mid&&this.right&&(n=this.right.queryInterval(t,i,r)))return n;return ithis.mid?l(this.rightPoints,t,r):g(this.leftPoints,r)};var p=m.prototype;p.insert=function(t){this.root?this.root.insert(t):this.root=new n(t[0],null,null,[t],[t])},p.remove=function(t){if(this.root){var i=this.root.remove(t);return 2===i&&(this.root=null),0!==i}return!1},p.queryPoint=function(t,i){if(this.root)return this.root.queryPoint(t,i)},p.queryInterval=function(t,i,r){if(t<=i&&this.root)return this.root.queryInterval(t,i,r)},Object.defineProperty(p,"count",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(p,"intervals",{get:function(){return this.root?this.root.intervals([]):[]}});export{r as default}; diff --git a/_npm/robust-predicates@3.0.2/_esm.js b/_npm/robust-predicates@3.0.2/_esm.js new file mode 100644 index 0000000..0380490 --- /dev/null +++ b/_npm/robust-predicates@3.0.2/_esm.js @@ -0,0 +1,7 @@ +/** + * Bundled by jsDelivr using Rollup v2.79.1 and Terser v5.19.2. + * Original file: /npm/robust-predicates@3.0.2/index.js + * + * Do NOT use SRI with dynamically generated files! More information: https://www.jsdelivr.com/using-sri-with-dynamic-files + */ +const t=11102230246251565e-32,n=134217729,r=(3+8*t)*t;function s(t,n,r,s,a){let e,o,c,u,f=n[0],i=s[0],b=0,h=0;i>f==i>-f?(e=f,f=n[++b]):(e=i,i=s[++h]);let M=0;if(bf==i>-f?(o=f+e,c=e-(o-f),f=n[++b]):(o=i+e,c=e-(o-i),i=s[++h]),e=o,0!==c&&(a[M++]=c);bf==i>-f?(o=e+f,u=o-e,c=e-(o-u)+(f-u),f=n[++b]):(o=e+i,u=o-e,c=e-(o-u)+(i-u),i=s[++h]),e=o,0!==c&&(a[M++]=c);for(;b=33306690738754716e-32*A?y:-function(t,a,e,o,u,x,d){let w,y,A,F,g,j,k,m,q,v,z,B,C,D,E,G,H,I;const J=t-u,K=e-u,L=a-x,N=o-x;D=J*N,j=n*J,k=j-(j-J),m=J-k,j=n*N,q=j-(j-N),v=N-q,E=m*v-(D-k*q-m*q-k*v),G=L*K,j=n*L,k=j-(j-L),m=L-k,j=n*K,q=j-(j-K),v=K-q,H=m*v-(G-k*q-m*q-k*v),z=E-H,g=E-z,b[0]=E-(z+g)+(g-H),B=D+z,g=B-D,C=D-(B-g)+(z-g),z=C-G,g=C-z,b[1]=C-(z+g)+(g-G),I=B+z,g=I-B,b[2]=B-(I-g)+(z-g),b[3]=I;let O=c(4,b),P=f*d;if(O>=P||-O>=P)return O;if(g=t-J,w=t-(J+g)+(g-u),g=e-K,A=e-(K+g)+(g-u),g=a-L,y=a-(L+g)+(g-x),g=o-N,F=o-(N+g)+(g-x),0===w&&0===y&&0===A&&0===F)return 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E=N(E,e(qt,D,wt,I),I),0!==V&&(E=N(E,e(4,A,V,J),J),E=N(E,e(kt,B,V,I),I)),0!==W&&(E=N(E,e(4,F,W,J),J),E=N(E,e(mt,C,W,I),I)),0!==X&&(E=N(E,e(4,g,X,J),J),E=N(E,e(qt,D,X,I),I)),0!==L&&(0!==T&&(E=P(E,L,T,wt,X)),0!==U&&(E=P(E,-L,U,dt,W))),0!==Q&&(0!==U&&(E=P(E,Q,U,xt,V)),0!==S&&(E=P(E,-Q,S,wt,X))),0!==R&&(0!==S&&(E=P(E,R,S,dt,W)),0!==T&&(E=P(E,-R,T,xt,V))),K[E-1]}(t,a,o,u,f,i,b,h,M,l,p,x,nt)}function R(t,n,r,s,a,e,o,c,u,f,i,b){const h=n-i,M=a-i,l=c-i,p=r-b,x=e-b,d=u-b;return(t-f)*(M*d-x*l)+(s-f)*(l*p-d*h)+(o-f)*(h*x-p*M)}const S=4440892098500632e-31,T=5423418723394464e-46,U=u(4),V=u(4),W=u(4),X=u(4),Y=u(4),Z=u(4),$=u(4),_=u(4),tt=u(8),nt=u(8),rt=u(8),st=u(8),at=u(8),et=u(8),ot=u(8),ct=u(8),ut=u(8),ft=u(4),it=u(4),bt=u(4),ht=u(8),Mt=u(16),lt=u(16),pt=u(16),xt=u(32),dt=u(32),wt=u(48),yt=u(64);let At=u(1152),Ft=u(1152);function gt(t,n,r){t=s(t,At,n,r,Ft);const a=At;return At=Ft,Ft=a,t}function jt(t,o,u,f,i,b,h,M){const l=t-h,p=u-h,x=i-h,d=o-M,w=f-M,y=b-M,A=p*y,F=x*w,g=l*l+d*d,j=x*d,k=l*y,m=p*p+w*w,q=l*w,v=p*d,z=x*x+y*y,B=g*(A-F)+m*(j-k)+z*(q-v),C=(Math.abs(A)+Math.abs(F))*g+(Math.abs(j)+Math.abs(k))*m+(Math.abs(q)+Math.abs(v))*z,D=11102230246251577e-31*C;return B>D||-B>D?B:function(t,o,u,f,i,b,h,M,l){let p,x,d,w,y,A,F,g,j,k,m,q,v,z,B,C,D,E,G,H,I,J,K,L,N,O,P,Q,R,Ft,jt,kt,mt,qt,vt;const zt=t-h,Bt=u-h,Ct=i-h,Dt=o-M,Et=f-M,Gt=b-M;jt=Bt*Gt,K=n*Bt,L=K-(K-Bt),N=Bt-L,K=n*Gt,O=K-(K-Gt),P=Gt-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Ct*Et,K=n*Ct,L=K-(K-Ct),N=Ct-L,K=n*Et,O=K-(K-Et),P=Et-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,U[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,U[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,U[2]=R-(vt-J)+(Q-J),U[3]=vt,jt=Ct*Dt,K=n*Ct,L=K-(K-Ct),N=Ct-L,K=n*Dt,O=K-(K-Dt),P=Dt-O,kt=N*P-(jt-L*O-N*O-L*P),mt=zt*Gt,K=n*zt,L=K-(K-zt),N=zt-L,K=n*Gt,O=K-(K-Gt),P=Gt-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,V[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,V[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,V[2]=R-(vt-J)+(Q-J),V[3]=vt,jt=zt*Et,K=n*zt,L=K-(K-zt),N=zt-L,K=n*Et,O=K-(K-Et),P=Et-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Bt*Dt,K=n*Bt,L=K-(K-Bt),N=Bt-L,K=n*Dt,O=K-(K-Dt),P=Dt-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,W[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,W[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,W[2]=R-(vt-J)+(Q-J),W[3]=vt,p=s(s(s(e(e(4,U,zt,ht),ht,zt,Mt),Mt,e(e(4,U,Dt,ht),ht,Dt,lt),lt,xt),xt,s(e(e(4,V,Bt,ht),ht,Bt,Mt),Mt,e(e(4,V,Et,ht),ht,Et,lt),lt,dt),dt,yt),yt,s(e(e(4,W,Ct,ht),ht,Ct,Mt),Mt,e(e(4,W,Gt,ht),ht,Gt,lt),lt,xt),xt,At);let Ht=c(p,At),It=S*l;if(Ht>=It||-Ht>=It)return Ht;if(J=t-zt,x=t-(zt+J)+(J-h),J=o-Dt,y=o-(Dt+J)+(J-M),J=u-Bt,d=u-(Bt+J)+(J-h),J=f-Et,A=f-(Et+J)+(J-M),J=i-Ct,w=i-(Ct+J)+(J-h),J=b-Gt,F=b-(Gt+J)+(J-M),0===x&&0===d&&0===w&&0===y&&0===A&&0===F)return Ht;if(It=T*l+r*Math.abs(Ht),Ht+=(zt*zt+Dt*Dt)*(Bt*F+Gt*d-(Et*w+Ct*A))+2*(zt*x+Dt*y)*(Bt*Gt-Et*Ct)+((Bt*Bt+Et*Et)*(Ct*y+Dt*w-(Gt*x+zt*F))+2*(Bt*d+Et*A)*(Ct*Dt-Gt*zt))+((Ct*Ct+Gt*Gt)*(zt*A+Et*x-(Dt*d+Bt*y))+2*(Ct*w+Gt*F)*(zt*Et-Dt*Bt)),Ht>=It||-Ht>=It)return Ht;if(0===d&&0===A&&0===w&&0===F||(jt=zt*zt,K=n*zt,L=K-(K-zt),N=zt-L,kt=N*N-(jt-L*L-(L+L)*N),mt=Dt*Dt,K=n*Dt,L=K-(K-Dt),N=Dt-L,qt=N*N-(mt-L*L-(L+L)*N),Q=kt+qt,J=Q-kt,X[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,X[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,X[2]=R-(vt-J)+(Q-J),X[3]=vt),0===w&&0===F&&0===x&&0===y||(jt=Bt*Bt,K=n*Bt,L=K-(K-Bt),N=Bt-L,kt=N*N-(jt-L*L-(L+L)*N),mt=Et*Et,K=n*Et,L=K-(K-Et),N=Et-L,qt=N*N-(mt-L*L-(L+L)*N),Q=kt+qt,J=Q-kt,Y[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,Y[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,Y[2]=R-(vt-J)+(Q-J),Y[3]=vt),0===x&&0===y&&0===d&&0===A||(jt=Ct*Ct,K=n*Ct,L=K-(K-Ct),N=Ct-L,kt=N*N-(jt-L*L-(L+L)*N),mt=Gt*Gt,K=n*Gt,L=K-(K-Gt),N=Gt-L,qt=N*N-(mt-L*L-(L+L)*N),Q=kt+qt,J=Q-kt,Z[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,Z[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,Z[2]=R-(vt-J)+(Q-J),Z[3]=vt),0!==x&&(g=e(4,U,x,tt),p=gt(p,a(e(g,tt,2*zt,Mt),Mt,e(e(4,Z,x,ht),ht,Et,lt),lt,e(e(4,Y,x,ht),ht,-Gt,pt),pt,xt,wt),wt)),0!==y&&(j=e(4,U,y,nt),p=gt(p,a(e(j,nt,2*Dt,Mt),Mt,e(e(4,Y,y,ht),ht,Ct,lt),lt,e(e(4,Z,y,ht),ht,-Bt,pt),pt,xt,wt),wt)),0!==d&&(k=e(4,V,d,rt),p=gt(p,a(e(k,rt,2*Bt,Mt),Mt,e(e(4,X,d,ht),ht,Gt,lt),lt,e(e(4,Z,d,ht),ht,-Dt,pt),pt,xt,wt),wt)),0!==A&&(m=e(4,V,A,st),p=gt(p,a(e(m,st,2*Et,Mt),Mt,e(e(4,Z,A,ht),ht,zt,lt),lt,e(e(4,X,A,ht),ht,-Ct,pt),pt,xt,wt),wt)),0!==w&&(q=e(4,W,w,at),p=gt(p,a(e(q,at,2*Ct,Mt),Mt,e(e(4,Y,w,ht),ht,Dt,lt),lt,e(e(4,X,w,ht),ht,-Et,pt),pt,xt,wt),wt)),0!==F&&(v=e(4,W,F,et),p=gt(p,a(e(v,et,2*Gt,Mt),Mt,e(e(4,X,F,ht),ht,Bt,lt),lt,e(e(4,Y,F,ht),ht,-zt,pt),pt,xt,wt),wt)),0!==x||0!==y){if(0!==d||0!==A||0!==w||0!==F?(jt=d*Gt,K=n*d,L=K-(K-d),N=d-L,K=n*Gt,O=K-(K-Gt),P=Gt-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Bt*F,K=n*Bt,L=K-(K-Bt),N=Bt-L,K=n*F,O=K-(K-F),P=F-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,$[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,$[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,$[2]=R-(vt-J)+(Q-J),$[3]=vt,jt=w*-Et,K=n*w,L=K-(K-w),N=w-L,K=n*-Et,O=K-(K- -Et),P=-Et-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Ct*-A,K=n*Ct,L=K-(K-Ct),N=Ct-L,K=n*-A,O=K-(K- -A),P=-A-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,_[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,_[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,_[2]=R-(vt-J)+(Q-J),_[3]=vt,B=s(4,$,4,_,ct),jt=d*F,K=n*d,L=K-(K-d),N=d-L,K=n*F,O=K-(K-F),P=F-O,kt=N*P-(jt-L*O-N*O-L*P),mt=w*A,K=n*w,L=K-(K-w),N=w-L,K=n*A,O=K-(K-A),P=A-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,it[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,it[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,it[2]=R-(vt-J)+(Q-J),it[3]=vt,E=4):(ct[0]=0,B=1,it[0]=0,E=1),0!==x){const t=e(B,ct,x,pt);p=gt(p,s(e(g,tt,x,Mt),Mt,e(t,pt,2*zt,xt),xt,wt),wt);const n=e(E,it,x,ht);p=gt(p,a(e(n,ht,2*zt,Mt),Mt,e(n,ht,x,lt),lt,e(t,pt,x,xt),xt,dt,yt),yt),0!==A&&(p=gt(p,e(e(4,Z,x,ht),ht,A,Mt),Mt)),0!==F&&(p=gt(p,e(e(4,Y,-x,ht),ht,F,Mt),Mt))}if(0!==y){const t=e(B,ct,y,pt);p=gt(p,s(e(j,nt,y,Mt),Mt,e(t,pt,2*Dt,xt),xt,wt),wt);const n=e(E,it,y,ht);p=gt(p,a(e(n,ht,2*Dt,Mt),Mt,e(n,ht,y,lt),lt,e(t,pt,y,xt),xt,dt,yt),yt)}}if(0!==d||0!==A){if(0!==w||0!==F||0!==x||0!==y?(jt=w*Dt,K=n*w,L=K-(K-w),N=w-L,K=n*Dt,O=K-(K-Dt),P=Dt-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Ct*y,K=n*Ct,L=K-(K-Ct),N=Ct-L,K=n*y,O=K-(K-y),P=y-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,$[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,$[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,$[2]=R-(vt-J)+(Q-J),$[3]=vt,H=-Gt,I=-F,jt=x*H,K=n*x,L=K-(K-x),N=x-L,K=n*H,O=K-(K-H),P=H-O,kt=N*P-(jt-L*O-N*O-L*P),mt=zt*I,K=n*zt,L=K-(K-zt),N=zt-L,K=n*I,O=K-(K-I),P=I-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,_[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,_[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,_[2]=R-(vt-J)+(Q-J),_[3]=vt,C=s(4,$,4,_,ut),jt=w*y,K=n*w,L=K-(K-w),N=w-L,K=n*y,O=K-(K-y),P=y-O,kt=N*P-(jt-L*O-N*O-L*P),mt=x*F,K=n*x,L=K-(K-x),N=x-L,K=n*F,O=K-(K-F),P=F-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,bt[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,bt[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,bt[2]=R-(vt-J)+(Q-J),bt[3]=vt,G=4):(ut[0]=0,C=1,bt[0]=0,G=1),0!==d){const t=e(C,ut,d,pt);p=gt(p,s(e(k,rt,d,Mt),Mt,e(t,pt,2*Bt,xt),xt,wt),wt);const n=e(G,bt,d,ht);p=gt(p,a(e(n,ht,2*Bt,Mt),Mt,e(n,ht,d,lt),lt,e(t,pt,d,xt),xt,dt,yt),yt),0!==F&&(p=gt(p,e(e(4,X,d,ht),ht,F,Mt),Mt)),0!==y&&(p=gt(p,e(e(4,Z,-d,ht),ht,y,Mt),Mt))}if(0!==A){const t=e(C,ut,A,pt);p=gt(p,s(e(m,st,A,Mt),Mt,e(t,pt,2*Et,xt),xt,wt),wt);const n=e(G,bt,A,ht);p=gt(p,a(e(n,ht,2*Et,Mt),Mt,e(n,ht,A,lt),lt,e(t,pt,A,xt),xt,dt,yt),yt)}}if(0!==w||0!==F){if(0!==x||0!==y||0!==d||0!==A?(jt=x*Et,K=n*x,L=K-(K-x),N=x-L,K=n*Et,O=K-(K-Et),P=Et-O,kt=N*P-(jt-L*O-N*O-L*P),mt=zt*A,K=n*zt,L=K-(K-zt),N=zt-L,K=n*A,O=K-(K-A),P=A-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,$[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,$[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,$[2]=R-(vt-J)+(Q-J),$[3]=vt,H=-Dt,I=-y,jt=d*H,K=n*d,L=K-(K-d),N=d-L,K=n*H,O=K-(K-H),P=H-O,kt=N*P-(jt-L*O-N*O-L*P),mt=Bt*I,K=n*Bt,L=K-(K-Bt),N=Bt-L,K=n*I,O=K-(K-I),P=I-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt+qt,J=Q-kt,_[0]=kt-(Q-J)+(qt-J),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft+mt,J=Q-Ft,_[1]=Ft-(Q-J)+(mt-J),vt=R+Q,J=vt-R,_[2]=R-(vt-J)+(Q-J),_[3]=vt,z=s(4,$,4,_,ot),jt=x*A,K=n*x,L=K-(K-x),N=x-L,K=n*A,O=K-(K-A),P=A-O,kt=N*P-(jt-L*O-N*O-L*P),mt=d*y,K=n*d,L=K-(K-d),N=d-L,K=n*y,O=K-(K-y),P=y-O,qt=N*P-(mt-L*O-N*O-L*P),Q=kt-qt,J=kt-Q,ft[0]=kt-(Q+J)+(J-qt),R=jt+Q,J=R-jt,Ft=jt-(R-J)+(Q-J),Q=Ft-mt,J=Ft-Q,ft[1]=Ft-(Q+J)+(J-mt),vt=R+Q,J=vt-R,ft[2]=R-(vt-J)+(Q-J),ft[3]=vt,D=4):(ot[0]=0,z=1,ft[0]=0,D=1),0!==w){const t=e(z,ot,w,pt);p=gt(p,s(e(q,at,w,Mt),Mt,e(t,pt,2*Ct,xt),xt,wt),wt);const n=e(D,ft,w,ht);p=gt(p,a(e(n,ht,2*Ct,Mt),Mt,e(n,ht,w,lt),lt,e(t,pt,w,xt),xt,dt,yt),yt),0!==y&&(p=gt(p,e(e(4,Y,w,ht),ht,y,Mt),Mt)),0!==A&&(p=gt(p,e(e(4,X,-w,ht),ht,A,Mt),Mt))}if(0!==F){const t=e(z,ot,F,pt);p=gt(p,s(e(v,et,F,Mt),Mt,e(t,pt,2*Gt,xt),xt,wt),wt);const n=e(D,ft,F,ht);p=gt(p,a(e(n,ht,2*Gt,Mt),Mt,e(n,ht,F,lt),lt,e(t,pt,F,xt),xt,dt,yt),yt)}}return At[p-1]}(t,o,u,f,i,b,h,M,C)}function kt(t,n,r,s,a,e,o,c){const u=t-o,f=n-c,i=r-o,b=s-c,h=a-o,M=e-c;return(u*u+f*f)*(i*M-h*b)+(i*i+b*b)*(h*f-u*M)+(h*h+M*M)*(u*b-i*f)}const mt=5551115123125792e-31,qt=8751425667295619e-46,vt=u(4),zt=u(4),Bt=u(4),Ct=u(4),Dt=u(4),Et=u(4),Gt=u(4),Ht=u(4),It=u(4),Jt=u(4),Kt=u(24),Lt=u(24),Nt=u(24),Ot=u(24),Pt=u(24),Qt=u(24),Rt=u(24),St=u(24),Tt=u(24),Ut=u(24),Vt=u(1152),Wt=u(1152),Xt=u(1152),Yt=u(1152),Zt=u(1152),$t=u(2304),_t=u(2304),tn=u(3456),nn=u(5760),rn=u(8),sn=u(8),an=u(8),en=u(16),on=u(24),cn=u(48),un=u(48),fn=u(96),bn=u(192),hn=u(384),Mn=u(384),ln=u(384),pn=u(768);function xn(t,n,r,s,o,c,u){return a(e(4,t,s,rn),rn,e(4,n,o,sn),sn,e(4,r,c,an),an,en,u)}function dn(t,n,r,c,u,f,i,b,h,M,l,p){const x=s(s(t,n,r,c,cn),cn,o(s(u,f,i,b,un),un),un,fn);return a(e(e(x,fn,h,bn),bn,h,hn),hn,e(e(x,fn,M,bn),bn,M,Mn),Mn,e(e(x,fn,l,bn),bn,l,ln),ln,pn,p)}const wn=u(96),yn=u(96),An=u(96),Fn=u(1152);function gn(t,n,r,s,o,c,u,f,i,b){const h=xn(t,n,r,s,o,c,on);return a(e(e(h,on,u,cn),cn,u,wn),wn,e(e(h,on,f,cn),cn,f,yn),yn,e(e(h,on,i,cn),cn,i,An),An,bn,b)}function jn(t,e,u,f,i,b,h,M,l,p,x,d,w,y,A,F){let g,j,k,m,q,v,z,B,C,D,E,G,H,I,J,K,L,N,O,P,Q,R,S,T,U,V,W,X,Y,Z,$;const _=t-w,tt=f-w,nt=h-w,rt=p-w,st=e-y,at=i-y,et=M-y,ot=x-y,ct=u-A,ut=b-A,ft=l-A,it=d-A;X=_*at,P=n*_,Q=P-(P-_),R=_-Q,P=n*at,S=P-(P-at),T=at-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=tt*st,P=n*tt,Q=P-(P-tt),R=tt-Q,P=n*st,S=P-(P-st),T=st-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,vt[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,vt[1]=W-(U+O)+(O-Z),g=V+U,O=g-V,vt[2]=V-(g-O)+(U-O),vt[3]=g,X=tt*et,P=n*tt,Q=P-(P-tt),R=tt-Q,P=n*et,S=P-(P-et),T=et-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=nt*at,P=n*nt,Q=P-(P-nt),R=nt-Q,P=n*at,S=P-(P-at),T=at-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,zt[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,zt[1]=W-(U+O)+(O-Z),j=V+U,O=j-V,zt[2]=V-(j-O)+(U-O),zt[3]=j,X=nt*ot,P=n*nt,Q=P-(P-nt),R=nt-Q,P=n*ot,S=P-(P-ot),T=ot-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=rt*et,P=n*rt,Q=P-(P-rt),R=rt-Q,P=n*et,S=P-(P-et),T=et-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,Bt[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,Bt[1]=W-(U+O)+(O-Z),k=V+U,O=k-V,Bt[2]=V-(k-O)+(U-O),Bt[3]=k,X=rt*st,P=n*rt,Q=P-(P-rt),R=rt-Q,P=n*st,S=P-(P-st),T=st-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=_*ot,P=n*_,Q=P-(P-_),R=_-Q,P=n*ot,S=P-(P-ot),T=ot-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,It[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,It[1]=W-(U+O)+(O-Z),m=V+U,O=m-V,It[2]=V-(m-O)+(U-O),It[3]=m,X=_*et,P=n*_,Q=P-(P-_),R=_-Q,P=n*et,S=P-(P-et),T=et-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=nt*st,P=n*nt,Q=P-(P-nt),R=nt-Q,P=n*st,S=P-(P-st),T=st-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,Et[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,Et[1]=W-(U+O)+(O-Z),q=V+U,O=q-V,Et[2]=V-(q-O)+(U-O),Et[3]=q,X=tt*ot,P=n*tt,Q=P-(P-tt),R=tt-Q,P=n*ot,S=P-(P-ot),T=ot-S,Y=R*T-(X-Q*S-R*S-Q*T),Z=rt*at,P=n*rt,Q=P-(P-rt),R=rt-Q,P=n*at,S=P-(P-at),T=at-S,$=R*T-(Z-Q*S-R*S-Q*T),U=Y-$,O=Y-U,Gt[0]=Y-(U+O)+(O-$),V=X+U,O=V-X,W=X-(V-O)+(U-O),U=W-Z,O=W-U,Gt[1]=W-(U+O)+(O-Z),v=V+U,O=v-V,Gt[2]=V-(v-O)+(U-O),Gt[3]=v;let bt=c(s(s(o(gn(zt,Bt,Gt,it,ut,-ft,_,st,ct,Vt),Vt),Vt,gn(Bt,It,Et,ct,ft,it,tt,at,ut,Wt),Wt,$t),$t,s(o(gn(It,vt,Gt,ut,it,ct,nt,et,ft,Xt),Xt),Xt,gn(vt,zt,Et,ft,ct,-ut,rt,ot,it,Yt),Yt,_t),_t,Fn),Fn),ht=mt*F;if(bt>=ht||-bt>=ht)return bt;if(O=t-_,z=t-(_+O)+(O-w),O=e-st,E=e-(st+O)+(O-y),O=u-ct,J=u-(ct+O)+(O-A),O=f-tt,B=f-(tt+O)+(O-w),O=i-at,G=i-(at+O)+(O-y),O=b-ut,K=b-(ut+O)+(O-A),O=h-nt,C=h-(nt+O)+(O-w),O=M-et,H=M-(et+O)+(O-y),O=l-ft,L=l-(ft+O)+(O-A),O=p-rt,D=p-(rt+O)+(O-w),O=x-ot,I=x-(ot+O)+(O-y),O=d-it,N=d-(it+O)+(O-A),0===z&&0===E&&0===J&&0===B&&0===G&&0===K&&0===C&&0===H&&0===L&&0===D&&0===I&&0===N)return bt;ht=qt*F+r*Math.abs(bt);const Mt=_*G+at*z-(st*B+tt*E),lt=tt*H+et*B-(at*C+nt*G),pt=nt*I+ot*C-(et*D+rt*H),xt=rt*E+st*D-(ot*z+_*I),dt=_*H+et*z-(st*C+nt*E),wt=tt*I+ot*B-(at*D+rt*G);return bt+=(tt*tt+at*at+ut*ut)*(ft*xt+it*dt+ct*pt+(L*m+N*q+J*k))+(rt*rt+ot*ot+it*it)*(ct*lt-ut*dt+ft*Mt+(J*j-K*q+L*g))-((_*_+st*st+ct*ct)*(ut*pt-ft*wt+it*lt+(K*k-L*v+N*j))+(nt*nt+et*et+ft*ft)*(it*Mt+ct*wt+ut*xt+(N*g+J*v+K*m)))+2*((tt*B+at*G+ut*K)*(ft*m+it*q+ct*k)+(rt*D+ot*I+it*N)*(ct*j-ut*q+ft*g)-((_*z+st*E+ct*J)*(ut*k-ft*v+it*j)+(nt*C+et*H+ft*L)*(it*g+ct*v+ut*m))),bt>=ht||-bt>=ht?bt:function(t,r,s,e,o,c,u,f,i,b,h,M,l,p,x){let d,w,y,A,F,g,j,k,m,q,v,z,B,C;q=t*o,w=n*t,y=w-(w-t),A=t-y,w=n*o,F=w-(w-o),g=o-F,v=A*g-(q-y*F-A*F-y*g),z=e*r,w=n*e,y=w-(w-e),A=e-y,w=n*r,F=w-(w-r),g=r-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,vt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,vt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,vt[2]=k-(C-d)+(j-d),vt[3]=C,q=e*f,w=n*e,y=w-(w-e),A=e-y,w=n*f,F=w-(w-f),g=f-F,v=A*g-(q-y*F-A*F-y*g),z=u*o,w=n*u,y=w-(w-u),A=u-y,w=n*o,F=w-(w-o),g=o-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,zt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,zt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,zt[2]=k-(C-d)+(j-d),zt[3]=C,q=u*h,w=n*u,y=w-(w-u),A=u-y,w=n*h,F=w-(w-h),g=h-F,v=A*g-(q-y*F-A*F-y*g),z=b*f,w=n*b,y=w-(w-b),A=b-y,w=n*f,F=w-(w-f),g=f-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Bt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Bt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Bt[2]=k-(C-d)+(j-d),Bt[3]=C,q=b*p,w=n*b,y=w-(w-b),A=b-y,w=n*p,F=w-(w-p),g=p-F,v=A*g-(q-y*F-A*F-y*g),z=l*h,w=n*l,y=w-(w-l),A=l-y,w=n*h,F=w-(w-h),g=h-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Ct[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Ct[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Ct[2]=k-(C-d)+(j-d),Ct[3]=C,q=l*r,w=n*l,y=w-(w-l),A=l-y,w=n*r,F=w-(w-r),g=r-F,v=A*g-(q-y*F-A*F-y*g),z=t*p,w=n*t,y=w-(w-t),A=t-y,w=n*p,F=w-(w-p),g=p-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Dt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Dt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Dt[2]=k-(C-d)+(j-d),Dt[3]=C,q=t*f,w=n*t,y=w-(w-t),A=t-y,w=n*f,F=w-(w-f),g=f-F,v=A*g-(q-y*F-A*F-y*g),z=u*r,w=n*u,y=w-(w-u),A=u-y,w=n*r,F=w-(w-r),g=r-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Et[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Et[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Et[2]=k-(C-d)+(j-d),Et[3]=C,q=e*h,w=n*e,y=w-(w-e),A=e-y,w=n*h,F=w-(w-h),g=h-F,v=A*g-(q-y*F-A*F-y*g),z=b*o,w=n*b,y=w-(w-b),A=b-y,w=n*o,F=w-(w-o),g=o-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Gt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Gt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Gt[2]=k-(C-d)+(j-d),Gt[3]=C,q=u*p,w=n*u,y=w-(w-u),A=u-y,w=n*p,F=w-(w-p),g=p-F,v=A*g-(q-y*F-A*F-y*g),z=l*f,w=n*l,y=w-(w-l),A=l-y,w=n*f,F=w-(w-f),g=f-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Ht[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Ht[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Ht[2]=k-(C-d)+(j-d),Ht[3]=C,q=b*r,w=n*b,y=w-(w-b),A=b-y,w=n*r,F=w-(w-r),g=r-F,v=A*g-(q-y*F-A*F-y*g),z=t*h,w=n*t,y=w-(w-t),A=t-y,w=n*h,F=w-(w-h),g=h-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,It[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,It[1]=m-(j+d)+(d-z),C=k+j,d=C-k,It[2]=k-(C-d)+(j-d),It[3]=C,q=l*o,w=n*l,y=w-(w-l),A=l-y,w=n*o,F=w-(w-o),g=o-F,v=A*g-(q-y*F-A*F-y*g),z=e*p,w=n*e,y=w-(w-e),A=e-y,w=n*p,F=w-(w-p),g=p-F,B=A*g-(z-y*F-A*F-y*g),j=v-B,d=v-j,Jt[0]=v-(j+d)+(d-B),k=q+j,d=k-q,m=q-(k-d)+(j-d),j=m-z,d=m-j,Jt[1]=m-(j+d)+(d-z),C=k+j,d=C-k,Jt[2]=k-(C-d)+(j-d),Jt[3]=C;const D=xn(vt,zt,Et,i,s,-c,Kt),E=xn(zt,Bt,Gt,M,c,-i,Lt),G=xn(Bt,Ct,Ht,x,i,-M,Nt),H=xn(Ct,Dt,It,s,M,-x,Ot),I=xn(Dt,vt,Jt,c,x,-s,Pt),J=xn(vt,Gt,It,M,s,c,Qt),K=xn(zt,Ht,Jt,x,c,i,Rt),L=xn(Bt,It,Et,s,i,M,St),N=xn(Ct,Jt,Gt,c,M,x,Tt),O=xn(Dt,Et,Ht,i,x,s,Ut),P=a(dn(G,Nt,K,Rt,N,Tt,E,Lt,t,r,s,Vt),Vt,dn(H,Ot,L,St,O,Ut,G,Nt,e,o,c,Wt),Wt,a(dn(I,Pt,N,Tt,J,Qt,H,Ot,u,f,i,Xt),Xt,dn(D,Kt,O,Ut,K,Rt,I,Pt,b,h,M,Yt),Yt,dn(E,Lt,J,Qt,L,St,D,Kt,l,p,x,Zt),Zt,_t,tn),tn,$t,nn);return nn[P-1]}(t,e,u,f,i,b,h,M,l,p,x,d,w,y,A)}function kn(t,n,r,s,a,e,o,c,u,f,i,b,h,M,l){const p=t-h,x=s-h,d=o-h,w=f-h,y=n-M,A=a-M,F=c-M,g=i-M,j=r-l,k=e-l,m=u-l,q=b-l,v=p*A,z=x*y,B=v-z,C=x*F,D=d*A,E=C-D,G=d*g,H=w*F,I=G-H,J=w*y,K=p*g,L=J-K,N=p*F,O=d*y,P=N-O,Q=x*g,R=w*A,S=Q-R,T=p*p+y*y+j*j,U=x*x+A*A+k*k,V=d*d+F*F+m*m,W=w*w+g*g+q*q,X=V*(q*B+j*S+k*L)-W*(j*E-k*P+m*B)+(T*(k*I-m*S+q*E)-U*(m*L+q*P+j*I)),Y=Math.abs(j),Z=Math.abs(k),$=Math.abs(m),_=Math.abs(q),tt=Math.abs(v)+Math.abs(z),nt=Math.abs(C)+Math.abs(D),rt=Math.abs(G)+Math.abs(H),st=Math.abs(J)+Math.abs(K),at=Math.abs(N)+Math.abs(O),et=Math.abs(Q)+Math.abs(R),ot=(rt*Z+et*$+nt*_)*T+(st*$+at*_+rt*Y)*U+(tt*_+et*Y+st*Z)*V+(nt*Y+at*Z+tt*$)*W,ct=17763568394002532e-31*ot;return X>ct||-X>ct?X:-jn(t,n,r,s,a,e,o,c,u,f,i,b,h,M,l,ot)}function mn(t,n,r,s,a,e,o,c,u,f,i,b,h,M,l){const p=t-h,x=s-h,d=o-h,w=f-h,y=n-M,A=a-M,F=c-M,g=i-M,j=r-l,k=e-l,m=u-l,q=b-l,v=p*A-x*y,z=x*F-d*A,B=d*g-w*F,C=w*y-p*g,D=p*F-d*y,E=x*g-w*A;return(d*d+F*F+m*m)*(q*v+j*E+k*C)-(w*w+g*g+q*q)*(j*z-k*D+m*v)+((p*p+y*y+j*j)*(k*B-m*E+q*z)-(x*x+A*A+k*k)*(m*C+q*D+j*B))}export{jt as incircle,kt as incirclefast,kn as insphere,mn as inspherefast,x as orient2d,d as orient2dfast,Q as orient3d,R as orient3dfast};export default null; diff --git a/datavis-survey.html b/datavis-survey.html index 4fe3ec4..aa6a4ae 100644 --- a/datavis-survey.html +++ b/datavis-survey.html @@ -12,17 +12,25 @@ - + + + + + + + + + + + - - @@ -32,53 +40,125 @@ + + + + + + + + + + + + + + + + + + + + + + + @@ -238,48 +374,8 @@
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Latent Scope: Plot Issues & Pull Requests

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Source data. Generated with Latent Scope

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Survey Analysis Example

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A common source of valuable unstructured text data is the free response questions often asked in surveys. This data is of course difficult to work with, as typical techniques for finding insights in surveys focus on structured data like the answers to multiple choice questions.

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The data used to setup your first scope is in fact the 765 responses to the question: +"What do you think people you work with just don't get about the data visualization work that you do?"

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Let's take a look at how Latent Scope can help us pull out some insight from those responses by examining the clusters it's identified. Note that this page is using the exported scope from the your first scope guide, and much of this analysis could be done within the tool.

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Before we get to the fun visualizations, let's take a look at the input data. The data is an extract of the full survey, where the answer to the question is stored in DataVizNotUnderstood, and we also have multiple-choice answer of the respondant's Role along with how many years of data visualization experience they have in YearsDataVizExperience:

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As you can see, it's not very straightforward to pick out patterns just by scrolling through the text, so let's take a look at what Latent Scope gave us:

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The map is created by going through the 4 step process in Latent scope:

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  1. Embed - run each piece of text through an embedding model
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  2. Project - run the high-dimensional embeddings through UMAP
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  3. Cluster - run the 2-dimensional UMAP coordinates through HDBSCAN
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  4. Label - ask an LLM to create a label by summarizing a list of text taken from each cluster
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What the process gives us is a workable categorization of the text data based on the patterns captured by the embedding model and the labeling of the LLM. +Of course these automated steps are never perfect, so Latent Scope is designed to both let you tweak the parameters of each step as well as manually re-categorize data once the process is finished. For more details see the explore and curate guide.

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Let's take a closer look at some of the clusters we got, starting with my favorite (because it's so true!)

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As I mentioned, the process isn't perfect, and here we see a cluster that could have easily been combined with Cluster 27:

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In fact, I did use the explore tool to combine a couple of clusters into this one:

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And we can see that how much time it takes to make data visualizations is a common response, there is this other large cluster:

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As you can see, the embeddings (and UMAP, and clustering) may separate text based on different concepts. The last two clusters are conceptually very similar with the main difference being that most people used the word "viz" in one cluster and not in the other. I find it quite amazing that this level of separation is possible, but it may sometimes not be what you want to separate.

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The theme of time and effort is expressed further in other clusters:

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Whew! Data visualization certainly takes a lot of time and effort! There are many more clusters to explore ( in fact), instead of listing them all out let's end with a little interactive choice:

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What are you waiting for? Try Latent Scope out on your own data!

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diff --git a/explore-and-curate.html b/explore-and-curate.html index c33d26c..0d8ba4b 100644 --- a/explore-and-curate.html +++ b/explore-and-curate.html @@ -63,48 +63,8 @@
- +
diff --git a/exporting-data.html b/exporting-data.html index be3fcab..b966683 100644 --- a/exporting-data.html +++ b/exporting-data.html @@ -26,7 +26,7 @@ import {define} from "./_observablehq/client.js"; import {registerFile} from "./_observablehq/stdlib.js"; -registerFile("./data/plot-issues/scopes-001.parquet", {"name":"./data/plot-issues/scopes-001.parquet","path":"./_file/data/plot-issues/scopes-001.1a92c7da.parquet","lastModified":1713964366103}); +registerFile("./data/plot-issues/scopes-001.parquet", {"name":"./data/plot-issues/scopes-001.parquet","path":"./data/plot-issues/scopes-001.parquet"}); define({id: "258713ac", inputs: ["DuckDBClient","FileAttachment"], outputs: ["db"], body: (DuckDBClient,FileAttachment) => { const db = DuckDBClient.of({ @@ -89,48 +89,8 @@
- +
diff --git a/index.html b/index.html index 292711f..8d7c667 100644 --- a/index.html +++ b/index.html @@ -45,48 +45,8 @@
- +
diff --git a/install-and-config.html b/install-and-config.html index bb68e7a..95465d1 100644 --- a/install-and-config.html +++ b/install-and-config.html @@ -54,48 +54,8 @@
- +
diff --git a/plot-issues.html b/plot-issues.html index 03093c3..26c0610 100644 --- a/plot-issues.html +++ b/plot-issues.html @@ -12,7 +12,7 @@ - + @@ -21,9 +21,9 @@ - + @@ -39,79 +39,48 @@ import {define} from "./_observablehq/client.js"; import {registerFile} from "./_observablehq/stdlib.js"; -registerFile("./data/plot-issues/input.parquet", {"name":"./data/plot-issues/input.parquet","path":"./_file/data/plot-issues/input.e0f83d2a.parquet","lastModified":1709668909612}); -registerFile("./data/plot-issues/scopes-001.parquet", {"name":"./data/plot-issues/scopes-001.parquet","path":"./_file/data/plot-issues/scopes-001.1a92c7da.parquet","lastModified":1713964366103}); +registerFile("./data/plot-issues/input.parquet", {"name":"./data/plot-issues/input.parquet","path":"./data/plot-issues/input.parquet"}); +registerFile("./data/plot-issues/scopes-001.parquet", {"name":"./data/plot-issues/scopes-001.parquet","path":"./data/plot-issues/scopes-001.parquet"}); -define({id: "b56a2c7c", inline: true, inputs: ["resize","scatter","data","canvas","display"], body: async (resize,scatter,data,canvas,display) => { +define({id: "1f167906", inline: true, inputs: ["resize","scatter","data","canvas","display"], body: async (resize,scatter,data,canvas,display) => { display(await( resize((width) => scatter(data.toArray(), { - canvas, - width, - height: 500, - color: (d) => d.cluster - //color: (d) => d.raw_cluster - })) + canvas, + width, + height: 500, + pointSize: 5, + color: (d) => d.cluster + })) )) }}); -define({id: "46313d53", inline: true, inputs: ["data","display"], body: async (data,display) => { +define({id: "f67d1c0a", inline: true, inputs: ["hull","hulls","map","display"], body: async (hull,hulls,map,display) => { display(await( -data.toArray().length +hull(hulls, { + width: map.width, + height: map.height, + xd: map.xd, + yd: map.yd + }) + )) }}); -define({id: "14be7f3c", inline: true, inputs: ["display","selected"], body: (display,selected) => { -display(selected.length) -}}); - -define({id: "b6999918", inline: true, inputs: ["selected","display"], body: async (selected,display) => { +define({id: "8d266656", inline: true, inputs: ["hp","hull","hulls","map","display"], body: async (hp,hull,hulls,map,display) => { display(await( -selected.length == 1 ? "hovered" : "selected" +hp ? hull([hulls[hp.cluster]], { + fill: "rgba(20,20,20,0.25)", + width: map.width, + height: map.height, + xd: map.xd, + yd: map.yd + }) : "" )) }}); -define({id: "c4a24530", inline: true, inputs: ["selected","display"], body: async (selected,display) => { +define({id: "97380187", inline: true, inputs: ["tip","display"], body: async (tip,display) => { display(await( -!selected.length ? "Hold shift + drag to select multiple points.":"" -)) -}}); - -define({id: "ca638f0b", inline: true, inputs: ["selected","Inputs","canvas","display"], body: async (selected,Inputs,canvas,display) => { -display(await( - selected.length > 1 ? Inputs.button("Deselect", { - value: null, - reduce: () => canvas.scatter.select([]) - }) : "" - -)) -}}); - -define({id: "87615f11", inline: true, inputs: ["selected","Inputs","tableData","htl","display"], body: async (selected,Inputs,tableData,htl,display) => { -display(await( -selected.length == 1 ? Inputs.table([tableData[selected[0]]], { - columns: [ - "title", "body", - "state", - "created_at", - "closed_at", - "label", - "cluster" - ], - width: { - "title": 250, - "state": 40, - "label": 250, - "cluster": 40 - }, - rows: 1 - }) : htl.html`
` - -)) -}}); - -define({id: "0d4fc4a7", inline: true, inputs: ["table","display"], body: async (table,display) => { -display(await( -table +tip )) }}); @@ -120,10 +89,8 @@ return {selected}; }}); -define({id: "c48adcf3", outputs: ["canvas"], body: () => { -// TODO: this recreates the canvas +define({id: "77f718ba", outputs: ["canvas"], body: () => { const canvas = document.createElement("canvas") -canvas.value = [] return {canvas}; }}); @@ -209,7 +176,7 @@ }}); define({id: "0e0057e1", outputs: ["scatter"], body: async () => { -const {scatter} = await import("./_import/components/scatter.8e757dc8.js"); +const {scatter} = await import("./_import/components/scatter.e6a504c8.js"); return {scatter}; }}); @@ -249,48 +216,8 @@
- +
@@ -311,22 +238,20 @@

Latent Scope: Plot Issues & Pull Requests

Source data. Generated with Latent Scope

-
- -
-
- points. - points . -
- +
+
+
- -
-
- +
+ +
+
+ +
+

-
+
@@ -338,6 +263,6 @@

-
Built with Observable on May 1, 2024.
+
Built with Observable on May 3, 2024.

diff --git a/us-federal-laws.html b/us-federal-laws.html index 3c73221..662c303 100644 --- a/us-federal-laws.html +++ b/us-federal-laws.html @@ -13,7 +13,7 @@ - + @@ -209,7 +209,7 @@ }}); define({id: "0e0057e1", outputs: ["scatter"], body: async () => { -const {scatter} = await import("./_import/components/scatter.8e757dc8.js"); +const {scatter} = await import("./_import/components/scatter.e6a504c8.js"); return {scatter}; }}); @@ -245,48 +245,8 @@
- +
diff --git a/your-first-scope.html b/your-first-scope.html index 9d27234..aeba991 100644 --- a/your-first-scope.html +++ b/your-first-scope.html @@ -60,48 +60,8 @@
- +