45:["$","title",null,{"children":"Irresponsible AI Atlas | John Alexis Guerra Gómez | Observable"}] 4d:[] 49:{"id":"52b1a62264a46f07","slug":"irresponsible-ai-atlas","title":"Irresponsible AI Atlas","thumbnail":"49695798631dc989eb1bb33e3275715dede454d82366596b390fd0763af8d513","access_level":"public","create_time":"$D2021-07-13T17:03:45.196Z","update_time":"$D2025-05-21T00:01:20.469Z","view_time":null,"first_public_time":"$D2024-01-18T04:39:31.980Z","has_unpublished_edits":null,"fork":false,"stars":1,"starred":false,"owner":{"type":"team","id":"cd3c1e49fc84d010","login":"john-guerra","name":"John Alexis Guerra Gómez","avatar_url":"https://avatars-next.observableusercontent.com/21638cee44bb0ea70798da725b57111a5d3e2acebcd14524565992f7d1594aed","tier":"starter_2024","bio":"I love to build dataviz for insight discovery. I also love to put technology to the service of humanity","following":false},"version":285,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"be0076fec73aa550","login":"john-guerra","name":"John Alexis Guerra Gómez","avatar_url":"https://avatars-next.observableusercontent.com/21638cee44bb0ea70798da725b57111a5d3e2acebcd14524565992f7d1594aed","tier":null,"bio":"I love to build dataviz for insight discovery. I also love to put technology to the service of humanity","following":false}],"members":[{"type":"individual","id":"be0076fec73aa550","login":"john-guerra","name":"John Alexis Guerra Gómez","avatar_url":"https://avatars-next.observableusercontent.com/21638cee44bb0ea70798da725b57111a5d3e2acebcd14524565992f7d1594aed","tier":null,"role":"editor"}],"comments":[],"custom_thumbnail":false,"trashed":false,"lapsed":null,"subscribed":null,"forks":5,"collection":null,"type":"notebook","body":{"titling":"auto","title":"Irresponsible AI Atlas","cells":[{"id":0,"value":"md`# Irresponsible AI Atlas\n\nStudent Employment office\n\nseo@northeastern.edu\n\nVisualizar los impactos del bias en los datos\n\nSimulador de que efectos tendría tener \nWIP Prototype\n\nhttps://github.com/daviddao/awful-ai\n\nhttps://incidentdatabase.ai/\n\nPending DBS: https://docs.google.com/spreadsheets/u/0/d/1Bn55B4xz21-_Rgdr8BBb2lt0n_4rzLGxFADMlVW0PYI/htmlview#\n\nGoogle sheet: https://docs.google.com/spreadsheets/d/1ryL6P6Djd7yL0GsdewFhRtUzNyai7V8G-vhCpMIszlY/edit#gid=0\n\n[Presentation at the Khoury West coast](https://docs.google.com/presentation/d/13vqMCXYO2ygRGVb61lH1MP3pvkOc9p1aEWvMciShJXQ/edit?usp=sharing)\n`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":57,"value":"viewof selectedSources = {\n const sources = Array.from(d3.group(rawdata, d => d.source).keys());\n return Inputs.checkbox(sources, { value: sources, label: \"Source\" });\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":12,"value":"myPanel = panel","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":239,"value":"html`

`","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":16,"value":"viewof df = aq\n .from(rawdata)\n .derive({ rowId: () => op.row_number() })\n // .unroll({ tags: `d => op.split(d[\"tags\"], \",\") ` })\n .params({ selectedSources: selectedSources })\n .filter(aq.escape(d => op.includes(selectedSources, d.source)))\n .view()","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":54,"value":"navio(df.objects(), {height: 500, attribWidth: 16})","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":76,"value":"selectedSources","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":22,"value":"data = df.objects()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":14,"value":"// Used for extracting the name, url and description from the awful-ai entry\n// dataProcessed = data.map((d) => {\n// const split0 = d[\"awful-ai md\"].split(\" - \");\n// const split1 = split0[0].split(\"](\");\n// d.name = split1[0].slice(1).trim();\n// d.url = split1[1].slice(0, split1[1].length - 1).trim();\n// d.description = split0[1];\n// return d;\n// })","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":33,"value":"defaultColorBy = \"country\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":34,"value":"defaultGroupBy = \"country\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":40,"value":"// defaultRadius = 3","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":45,"value":"defaultLayout = \"map\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":49,"value":"defaultDrawLayout = true","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":144,"value":"// taxonomyData = d3.csv(\"https://docs.google.com/spreadsheets/d/e/2PACX-1vRVpImj8iuMFkJdHBM3G7pTWDrcLRsuy6zcQcsubxPmYR8MWm2GKdB-ammAngqz7f1pRZFadurCnigu/pub?gid=1100408804&single=true&output=csv\")\n\ntaxonomyData = d3.csv(url)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":148,"value":"taxonomy = {\n const taxonomy = d3.group(\n taxonomyData.filter((d) => d.Class),\n (d) => d.Class,\n (d) => d.Subclass,\n (d) => d.SubSubclass\n );\n\n for (let [_, lev1] of taxonomy) {\n for (let [k, _] of lev1) {\n console.log(\"entry\", lev1, k);\n lev1.set(k, null);\n }\n }\n\n return taxonomy;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":209,"value":"taxonomy2 = {\n const taxonomy = d3.group(taxonomyData.filter(d => d.Application), d => d.Application, d => d.Area);\n\n\n for (let [_,lev1] of taxonomy) {\n \n for (let [k, _] of lev1) {\n console.log(\"entry\", lev1, k)\n lev1.set(k, null)\n \n }\n }\n\n return taxonomy;\n}","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":179,"value":"taxonomy.get(\"data bias\").set(\"gender\", null)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":161,"value":"taxonomyTree = d3.hierarchy(taxonomy)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":163,"value":"taxonomyTree.descendants()","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":158,"value":"{\n const treeSvg = Tree(taxonomy, {\n label: (d) => {\n console.log(d);\n return d[0];\n },\n width: 800,\n fontSize: 14\n });\n \n return htl.html`

Class/Subclass Taxonomy (WIP)

${treeSvg}

Application/Area Taxonomy (WIP)

${treeSvg}

`;\n}","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":6,"value":"// Old data Dec 2023\n// url = \"https://docs.google.com/spreadsheets/d/e/2PACX-1vRVpImj8iuMFkJdHBM3G7pTWDrcLRsuy6zcQcsubxPmYR8MWm2GKdB-ammAngqz7f1pRZFadurCnigu/pub?gid=0&single=true&output=csv\"\n\n// Data Mar 2024\nurl = \"https://docs.google.com/spreadsheets/d/e/2PACX-1vRVpImj8iuMFkJdHBM3G7pTWDrcLRsuy6zcQcsubxPmYR8MWm2GKdB-ammAngqz7f1pRZFadurCnigu/pub?gid=381576458&single=true&output=csv\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":10,"value":"rawdata = d3.csv(url, d3.autoType)","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":7,"value":"d3 = require(\"d3@7\")","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":4,"value":"import { panel } with {\n data,\n defaultColorBy,\n defaultGroupBy,\n // defaultRadius,\n defaultLayout,\n defaultDrawLayout,\n myheight\n} from \"a578473b724795d5\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":138,"value":"myheight = 400","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":230,"value":"// mywidth = 600","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":19,"value":"import { aq, op } from \"@uwdata/arquero\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":52,"value":"import { navio } from \"@john-guerra/navio\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"},{"id":154,"value":"import {Tree} from \"@john-guerra/tidy-tree-component\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","tool":"$undefined","providerMetadata":"$undefined","attachments":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W4d","stdlib":"1"}} 44:null