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Dec 3, 2019
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Exploration of NASA Acronyms with Multiple MeaningsCode.nasa.gov Data ExplorationsUntitledUntitledQuick Exploration of a selected subset of the DATA.NASA.GOV's data.json file. Not all the metadata but a selection so people can understand the fields that exist in the data schema.UntitledUntitledComparing human-generated vs. A.I.-generated keyword tags on Code.nasa.govFind Labor Hours To Generate OpenSouce NASA Code Since A Selected DateStars and constellations IIExoplanetsPublic Engagement with NASA's Open-Source Code Projects on GithubMapping Across TimeFinding Recent Additions to Code.nasa.govVisitors to .gov websites via API from analytics.usa.gov. NASA examplesLicenses of Open-Source NASA code projects on code.govNASA's Open-Source Code ProjectsMeteorite landingsUntitledPhases of the MoonInverted Nasa PhotosAsteroids API <a href="https://api.nasa.gov/api#neows-swagger">(N.E.O.)</a> ExplorationNASA Api ExplorerGithub Api ExplorerColor Rendering of SpectraMeteorite landingsGlobal Temperature TrendsWorking with data from transcriptsWorld Population Line GraphsGeometric Algebra Solar System SimulationList of Agencies using NOSA License in Projects on code.govGlobal surface temperature changeGISTEMP nos enseña sobre el calentamiento globalRe: “Can Moons Have Moons?”Distance to shoreEPIC “Blue Marble” BrowserRequest PlaygroundAnálisis de temperatura de superficie GISS (GISTEMP)Global Temperature TrendsNight Skies — Lights and Light Pollution WebGL GlobeSatellite ground track visualizerPt. 2 Can sound add value to data visualizations?
NASA's Open-Source Code Projects: NLP Generated Tags Cluster
Also listed in…
NASA metadata
codejson = d3.json('https://raw.githubusercontent.com/nasa/Open-Source-Catalog/master/code.json')
catalogjson = d3.json('https://raw.githubusercontent.com/nasa/Open-Source-Catalog//master/catalog.json')
// Function that gets lists of all the Categories_NLP with count for each tag
function getAllTagClusterDescriptions(catalog_clusters_demo_v1){
var cluster_descriptions = []
var cluster_names = []
const clusters_infos = Object.values(catalog_clusters_demo_v1)
for (var i = 0; i < clusters_infos.length; i++){
cluster_descriptions.push(clusters_infos[i]["keyword_descriptions"])
cluster_names.push(clusters_infos[i]["project_names"])
}
var results = [cluster_descriptions,cluster_names]
return results
}
function make_cluster_descriptions_for_selection(cluster_descriptions){
// making a list of strings appear as single string so it can work in selection UI at top
var cluster_descriptions_for_selection = []
for (var i = 0; i < cluster_descriptions.length; i++){
var cluster_desc_string = cluster_descriptions[i].join()
cluster_descriptions_for_selection.push(cluster_desc_string)
}
return cluster_descriptions_for_selection
}
// countNLPTagsWNames gets all the tag and group the tags based of project names that utilized this tag.
function countNLPTagsWNames(catalog,selected_project_names){
var counts = {}
var tag_holder = {}
var project = {"name":"NASA Open Source","projects":[]}
for (var i = 0; i < catalog.length; i++){
for (var j = 0; j < catalog[i]["Categories_NLP"].length; j++){
var tag = catalog[i]["Categories_NLP"][j]
var name = catalog[i]["Software"]
var children_1_list = project['projects']
var nlp_tag = catalog[i]["Categories_NLP"][j]
//Compare selected_project_name against current project name
var isProjNameInSelectedProjectsClusters = false
for (var w = 0; w < selected_project_names.length; w++){
if (selected_project_names[w] == name){
isProjNameInSelectedProjectsClusters = true
}
}
if (counts[nlp_tag] && tag_holder[nlp_tag] && isProjNameInSelectedProjectsClusters) {
tag_holder[nlp_tag].push(name)
counts[nlp_tag]+= 1
var count = counts[nlp_tag]
var tags = tag_holder[nlp_tag]
children_1_list.push({"names": tags, tag_name: nlp_tag, "value": count})
}
else {
if (!tag_holder[nlp_tag]){tag_holder[nlp_tag] = [name]}
if (!counts[nlp_tag]){counts[nlp_tag] = 1}
children_1_list.push({"names": [name], tag_name: nlp_tag, "value": 1})
}
}
}
var results = {"name":"NASA Open Source","children":[]}
var tag_array = Object.keys(counts)
for (var k = 0; k < tag_array.length; k++){
var tag = tag_array[k]
if (counts[tag] >= min_tag_counts && counts[tag] <= max_tag_counts){
results["children"].push({"name":tag,"value":counts[tag],"projects":tag_holder[tag]})
}
}
return results
}
tag_holder = countNLPTagsWNames(catalogjson, selected_project_names)
// selectTagCluster that select each tag cluster base of cluster tag selected
function selectTagCluster(data,clusters_selected) {
// split cluster tags into single tags
var clusters_selected_list = clusters_selected[0].split(",")
var length_ = Object.keys(data).length
// loop though keys of data length
for (var i = 0; i < length_; i++) {
var tag = data[i]["keyword_descriptions"]
var name = data[i]["project_names"]
// loop through all the tags
for (var k = 0; k < tag.length; k++){
// compare current tag and clusters_selected_list and return project name
if (tag[k] == clusters_selected_list[k]){
return name
}
}
}
}
selected_project_names = selectTagCluster(catalog_clusters_demo_v1, clusters_selected)
// selectTagClusterLink that get results from selectTagCluster and find project repo link
function selectTagClusterLink(data, selected_project_names) {
var project_list = []
// Loop through catalog json and get index name and link
for (var i = 0; i < data.length; i++) {
var name = data[i]["Software"]
var link = data[i]["External Link"]
// Loop through the selected_project_names array
for (var k = 0; k < selected_project_names.length; k++) {
var project_links = project_list
// Find selected_project_names element in catalog data names
if (selected_project_names[k] == name) {
// push project name and link found to an array
project_links.push({"name": selected_project_names[k], "link": "https://code.nasa.gov/?q=" + link})
}
}
}
return project_list
}
project_names_with_links = selectTagClusterLink(catalogjson, selected_project_names)
function namesDisplay() {
return html`<section style='background-color:#eaeaea;display: block; width: 700px;height: 400px;padding: 1em;overflow-y: scroll;text-align:left; border: 2px solid;'>
${ project_names_with_links.map(
(item) => `<p><a href=${item.link} target="_blank">${item.name}</a></p>`
)}
</section>`
}
vegalite = require("@observablehq/vega-lite@0.1")
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