31:T744,# CAT🐈: Claim Analysis Toolkit **CAT🐈** is an analysis toolkit for items corresponding to a simple claim. For items corresponding to a claim, it provides a set of statistics and dataviz. You can use CAT🐈 in three different use cases. ### Use case #1: Items with a given property We select all items with a given property (typically an identifier property). In this case, we just need to fill the filtering property Examples : * Gender statistics for items with a Vikidia in French article (P7818) : https://observablehq.com/@pac02/cat-claim-analysis-toolkit?filtering_property=P7818&lang=en&analytical_property=P21 ### Use case #2: Items with a given property and a given target value We select all items with a given property and a given value. In this case, we neeed to fill : * the filtering property * and the filtering target value. Examples : * Occupation of people buried (P119) in the Pantheon (Q188856) : https://observablehq.com/@pac02/cat-claim-analysis-toolkit?filtering_property=P119&filtering_target=Q188856&analytical_property=P106&lang=en ### Use case #3: Items which are target values of a given claim We select all items which are the value of a claim. In this case, we neeed to : * fill the filtering property * fill the filtering target value * use the option : reverse = true. Examples : * Occupation (P106) of people supporting (P1891) the [opinion poll in support of Gérard Depardieu (Q124005357)](https://wikidata.org/wiki/Q124005357) : https://observablehq.com/@pac02/cat-claim-analysis-toolkit?filtering_property=P1891&filtering_target=Q124005357&reverse=true&analytical_property=P106&lang=en ## Feedback is welcome CAT🐈 is a work in progress. All your feedbacks, bug reports, suggestions, feature requests are welcome. 32:[] 2f:{"title":"CAT🐈: Claim Analysis Toolkit","cells":[{"id":0,"value":"$31","pinned":false,"hidden":false,"mode":"md"},{"id":1965,"value":"## Inputs\n\n### Filtering claim","pinned":false,"hidden":false,"mode":"md"},{"id":3250,"value":"viewof filtering_property = Inputs.text({\n label: \"Select a filtering property\",\n value: get_default().filtering_property\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3475,"value":"viewof filtering_target = Inputs.text({\n label: \"Select a filtering target value\",\n value: get_default().filtering_target\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3514,"value":"viewof reverse = Inputs.toggle({\n label: \"Reverse\",\n value: get_default().reverse\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3456,"value":"### Analysis focus","pinned":false,"hidden":false,"mode":"md"},{"id":3342,"value":"viewof analytical_property = Inputs.select(labels_map, {\n label: \"Select a property\",\n value: get_default().analytical_property\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3466,"value":"### Other parameters ","pinned":false,"hidden":false,"mode":"md"},{"id":3286,"value":"viewof lang = Inputs.text({\n label: \"Choose a language code\",\n value: get_default().lang,\n placeholder: \"eg fr, en, de\",\n submit: true\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":2812,"value":"### Shareable link \n\nhttps://observablehq.com/@pac02/cat-claim-analysis-toolkit?filtering_property=${filtering_property}&filtering_target=${filtering_target}&reverse=${reverse}&analytical_property=${analytical_property}&lang=${lang}","pinned":false,"hidden":false,"mode":"md"},{"id":3404,"value":"## Results ","pinned":false,"hidden":false,"mode":"md"},{"id":3411,"value":"### All results ","pinned":false,"hidden":false,"mode":"md"},{"id":3356,"value":"chart = BubbleChart(df.objects(), {\n label: (d) => [d.valueLabel, d.count.toLocaleString(\"en-EN\")].join(\"\\n\"),\n value: (d) => d.count,\n group: (d) => d.valueLabel,\n title: (d) => `${d.valueLabel}\\n${d.count.toLocaleString(\"en-EN\")}`,\n width: 800,\n colors: palette.colors\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3408,"value":"### Top 20","pinned":false,"hidden":false,"mode":"md"},{"id":3373,"value":"Plot.plot({\n width: width,\n marginLeft: 150,\n y: {\n domain: d3\n .sort(df.orderby(aq.desc(\"count\")).slice(0, 20), (d) => -d.count)\n .map((d) => d.valueLabel)\n },\n marks: [\n Plot.barX(df.orderby(aq.desc(\"count\")).slice(0, 20), {\n x: \"count\",\n y: \"valueLabel\",\n fill: \"#006699\",\n title: (d) => d.valueLabel + \": \" + d.count + \" articles\"\n })\n ]\n})","pinned":false,"hidden":false,"mode":"ojs"},{"id":3414,"value":"### Details ","pinned":false,"hidden":false,"mode":"md"},{"id":2896,"value":"Inputs.table(df, { columns: [\"valueLabel\", \"count\"] })","pinned":false,"hidden":false,"mode":"ojs"},{"id":2758,"value":"## Appendix ","pinned":false,"hidden":false,"mode":"md"},{"id":3246,"value":"import { get_labels } from \"@pac02/what-kind-of-articles-have-you-created\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":3418,"value":"claim_labels = get_labels(\n [\n \"P17\",\n \"P21\",\n \"P27\",\n \"P31\",\n \"P106\",\n \"P101\",\n \"P103\",\n \"P1412\",\n \"P6886\",\n \"P140\",\n \"P91\",\n \"P172\",\n \"P69\",\n \"P166\",\n \"P1387\",\n \"P1142\",\n \"P136\",\n \"P1050\"\n ],\n lang\n).then((d) => d.objects())","pinned":true,"hidden":false,"mode":"ojs"},{"id":3422,"value":"labels_map = new Map(\n claim_labels.map(({ label, qid }) => [label + \" (\" + qid + \")\", qid])\n)","pinned":true,"hidden":false,"mode":"ojs"},{"id":2695,"value":"### Data retrieval ","pinned":false,"hidden":false,"mode":"md"},{"id":3168,"value":"query = `SELECT ?value ?valueLabel (COUNT(*) AS ?count) \nWHERE {\n?item ${wdt}:${filtering_property} ${target}. \n ?item wdt:${analytical_property} ?value. \n?value rdfs:label ?valueLabel. \nFILTER(LANG(?valueLabel) = \"${lang}\" )\n}\nGROUP BY ?value ?valueLabel \nORDER BY DESC(?count) \n`","pinned":true,"hidden":false,"mode":"ojs"},{"id":3172,"value":"data = fetch(\n `https://query-main.wikidata.org/sparql?query=${encodeURIComponent(query)}`,\n { headers: { accept: \"application/sparql-results+json\" } }\n).then((response) => response.json())","pinned":true,"hidden":false,"mode":"ojs"},{"id":3195,"value":"array = data.results.bindings.map((d) => ({\n value: d.value.value,\n valueLabel: d.valueLabel.value,\n count: parseInt(d.count.value)\n}))","pinned":true,"hidden":false,"mode":"ojs"},{"id":3272,"value":"df = aq.from(array)","pinned":true,"hidden":false,"mode":"ojs"},{"id":729,"value":"### Libraries","pinned":false,"hidden":false,"mode":"md"},{"id":6,"value":"import {aq, op} from \"@uwdata/arquero\"","pinned":false,"hidden":false,"mode":"ojs"},{"id":3360,"value":"import { BubbleChart } from \"@d3/bubble-chart\"","pinned":true,"hidden":false,"mode":"ojs"},{"id":605,"value":"### Functions ","pinned":false,"hidden":false,"mode":"md"},{"id":2802,"value":"get_default = () => {\n const params = new URL(document.URL).searchParams;\n const defaults = {\n filtering_property: \"P7818\",\n filtering_target: \"\",\n reverse: false,\n lang: \"en\",\n analytical_property: \"P31\"\n };\n if (params.has(\"filtering_property\")) {\n defaults.filtering_property = params.get(\"filtering_property\");\n }\n if (params.has(\"filtering_target\")) {\n defaults.filtering_target = params.get(\"filtering_target\");\n }\n if (params.has(\"lang\")) {\n defaults.lang = params.get(\"lang\");\n }\n if (params.has(\"reverse\")) {\n defaults.reverse = params.get(\"reverse\");\n }\n if (params.has(\"analytical_property\")) {\n defaults.analytical_property = params.get(\"analytical_property\");\n }\n return defaults;\n}","pinned":true,"hidden":false,"mode":"ojs"},{"id":2804,"value":"get_default() ","pinned":true,"hidden":false,"mode":"ojs"},{"id":3480,"value":"target = {\n if (filtering_target == \"\") {\n return \"?target\";\n } else {\n return \"wd:\" + filtering_target;\n }\n}","pinned":true,"hidden":false,"mode":"ojs"},{"id":3522,"value":"wdt = {\n if (reverse == true) {\n return \"^wdt\";\n } else {\n return \"wdt\";\n }\n}","pinned":true,"hidden":false,"mode":"ojs"},{"id":3501,"value":"dicopal = require(\"dicopal@0.7.0\")","pinned":true,"hidden":false,"mode":"ojs"},{"id":3504,"value":"palette = dicopal.getPalette(\"Zissou\", 5)","pinned":true,"hidden":false,"mode":"ojs"},{"id":3569,"value":"d3 = require(\"d3@6\")","pinned":true,"hidden":false,"mode":"ojs"}],"files":"$W32","stdlib":"1","titling":"auto"}