{"id":709,"date":"2023-03-21T15:49:45","date_gmt":"2023-03-21T15:49:45","guid":{"rendered":"https:\/\/sites.rutgers.edu\/eerc-hii\/?page_id=709"},"modified":"2024-05-15T16:02:46","modified_gmt":"2024-05-15T16:02:46","slug":"data-tools","status":"publish","type":"page","link":"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/","title":{"rendered":"Data Tools"},"content":{"rendered":"<p>To support our work and help our many stakeholders, the Hidden Innovation Infrastructure NSF ATE project team has developed two \u201cData Tools\u201d. These data visualization tools can quickly provide a \u201cpicture\u201d of data trends in workforce education.\u00a0 Paired with an understanding of national, state and\/or regional economic background, these tools provide support for college program planning, workforce data research, and workforce projections.<\/p>\n<h4 class=\"x_MsoNormal\" style=\"text-align: left\"><\/h4>\n<p>&nbsp;<\/p>\n<p class=\"x_MsoNormal\" style=\"text-align: left\"><a href=\"https:\/\/practicaldatalab.shinyapps.io\/manufacturing_technician_workforce\/\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-840 alignleft\" src=\"http:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-300x166.png\" alt=\"\" width=\"320\" height=\"177\" srcset=\"https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-300x166.png 300w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-1024x565.png 1024w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-768x424.png 768w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web.png 1051w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/><\/a><\/p>\n<h4 class=\"x_MsoNormal\" style=\"text-align: left\"><a href=\"https:\/\/practicaldatalab.shinyapps.io\/manufacturing_technician_workforce\/\"><strong>Evolution of Technician Employment in Manufacturing, 2004 \u2013 2021<\/strong><\/a><\/h4>\n<p class=\"x_MsoNormal\" style=\"text-align: left\">This tool presents evolution of the employment in all manufacturing occupations from 2004 to 2021. The app allows users to generate a graph of the summary (high level categories) or by details with the substructure of the SOC code.\u00a0 The user can look at the data for the whole country, as total employment, percentage or percent change.\u00a0 Alternatively, a user can select a specific\u00a0 Metropolitan Statistical Area (MSA) and display the employment change between 2004 and 2021 by occupation or with the line items (subcategories).<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/practicaldatalab.shinyapps.io\/technician_programs\/\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-711 alignleft\" src=\"http:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-300x141.jpg\" alt=\"Image of a graph from data tool\" width=\"316\" height=\"149\" srcset=\"https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-300x141.jpg 300w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-1024x480.jpg 1024w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-768x360.jpg 768w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image.jpg 1201w\" sizes=\"(max-width: 316px) 100vw, 316px\" \/><\/a><\/p>\n<h4 style=\"text-align: left;padding-left: 40px\"><a href=\"https:\/\/practicaldatalab.shinyapps.io\/technician_programs\"><strong>Track technician graduates by state or nationally<\/strong><\/a><\/h4>\n<p style=\"padding-left: 320px\">This tool allows users to explore the number of graduates of technician program between 1995 and 2021 by field of study within a state and nationally. The app has been built to also allow users to compare the number of technician program graduates (i) across different programs within a state, (ii) within the same program across states, and (iii) nationally. Based on user feedback, we created the app such that users can disaggregate the results by degree level. In other words, users are able to view the number of graduates per program and state by type of degree (e.g., less than one year degree, Associates degree, etc.). A toggle allows users to visualize the results of their data selections as either a chart with interactive tooltips that include further detail, or as a table. Additional\u00a0 \u00a0 functionality allows users to download the charts they produce as png image files and to download the table of data that they create as an Excel file. Users are\u00a0 \u00a0 \u00a0also able to download the entire data set that drives the app.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/practicaldatalab.shinyapps.io\/technician_occupational_trends\/\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-712 alignleft\" src=\"http:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-2-300x118.jpg\" alt=\"Image of a graph from the data tool\" width=\"313\" height=\"123\" srcset=\"https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-2-300x118.jpg 300w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-2-1024x402.jpg 1024w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-2-768x302.jpg 768w, https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2023\/03\/Data-tool-image-2.jpg 1433w\" sizes=\"(max-width: 313px) 100vw, 313px\" \/><\/a><\/p>\n<h4 style=\"text-align: left\"><a href=\"https:\/\/practicaldatalab.shinyapps.io\/technician_occupational_trends\"><strong>Track\u00a0technician occupational trends by state or nationally<\/strong><\/a><\/h4>\n<p style=\"padding-left: 320px\">This tool presents employment trends in technician occupations from 2004 to 2021. Similar to the technician graduates app, the technician occupational demand app allows users to compare the number of technician workers (i) across different occupations within one state, (ii) within one occupation across states, and (iii) nationally. The occupation app also allows users to summarize total employment across multiple occupations that are very similar (e.g., CNC Machine Tool Operators and CNC Machine Tool Programmers) and compare these totals across states that are, for example, part of the same labor market (e.g., Massachusetts and Connecticut), or are similar in population (e.g., Pennsylvania and Illinois). When users hover over a point in the chart, a tooltip displays key information about the occupation: (i) number employed; (ii) median earnings; (iii) range of earrings (25th to 75th percentile); and (iv) number of jobs per 1,000 workers in the state, which allows for easier cross-state comparisons. The app also allows the user to toggle between visualizing the trends by number employed or by jobs per 1,000 workers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>To support our work and help our many stakeholders, the Hidden Innovation Infrastructure NSF ATE project team has developed two \u201cData Tools\u201d. These data visualization tools can quickly provide a &hellip; <a href=\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":88,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-custom.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-709","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data Tools - The Hidden Innovation Infrastructure<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Tools - The Hidden Innovation Infrastructure\" \/>\n<meta property=\"og:description\" content=\"To support our work and help our many stakeholders, the Hidden Innovation Infrastructure NSF ATE project team has developed two \u201cData Tools\u201d. These data visualization tools can quickly provide a &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\" \/>\n<meta property=\"og:site_name\" content=\"The Hidden Innovation Infrastructure\" \/>\n<meta property=\"article:modified_time\" content=\"2024-05-15T16:02:46+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-300x166.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\",\"url\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\",\"name\":\"Data Tools - The Hidden Innovation Infrastructure\",\"isPartOf\":{\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/#primaryimage\"},\"thumbnailUrl\":\"http:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web-300x166.png\",\"datePublished\":\"2023-03-21T15:49:45+00:00\",\"dateModified\":\"2024-05-15T16:02:46+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/#primaryimage\",\"url\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web.png\",\"contentUrl\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/wp-content\/uploads\/sites\/609\/2024\/05\/tool3-for-web.png\",\"width\":1051,\"height\":580},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Tools\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/#website\",\"url\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/\",\"name\":\"The Hidden Innovation Infrastructure\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/sites.rutgers.edu\/eerc-hii\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data Tools - The Hidden Innovation Infrastructure","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/sites.rutgers.edu\/eerc-hii\/data-tools\/","og_locale":"en_US","og_type":"article","og_title":"Data Tools - The Hidden Innovation Infrastructure","og_description":"To support our work and help our many stakeholders, the Hidden Innovation Infrastructure NSF ATE project team has developed two \u201cData Tools\u201d. 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