{"id":6523,"date":"2023-10-09T23:00:11","date_gmt":"2023-10-09T23:00:11","guid":{"rendered":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/?p=6523"},"modified":"2023-10-10T15:33:26","modified_gmt":"2023-10-10T15:33:26","slug":"large-assignment-3-data-physicalization-2","status":"publish","type":"post","link":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/2023\/10\/09\/large-assignment-3-data-physicalization-2\/","title":{"rendered":"Large Assignment 3: Data Physicalization"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Dataset<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I chose the data on health conditions for children under the age of 18 in the US to learn more about how different health conditions affect certain age groups. I chose the dataset by viewing the U.S. Department of Human Health &amp; Services website and choosing a data set that wasn\u2019t too big to download and analyze.&nbsp;Therefore, the data set I chose is <em>Health conditions among children under age 18, by selected characteristics: United States<\/em>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Link: <a href=\"https:\/\/catalog.data.gov\/dataset\/health-conditions-among-children-under-age-18-by-selected-characteristics-united-states-53b56\" data-type=\"link\" data-id=\"https:\/\/catalog.data.gov\/dataset\/health-conditions-among-children-under-age-18-by-selected-characteristics-united-states-53b56\">https:\/\/catalog.data.gov\/dataset\/health-conditions-among-children-under-age-18-by-selected-characteristics-united-states-53b56<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Data cleaning<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The file consisted of various features for analyzing different health conditions. I chose rows of asthma attacks and asthma cases in relation to&nbsp;the features (columns) of estimates and standard error (SE) of the health conditions. I also removed the rows that had missing values in either or both columns.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Design Process<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">I used the health data to generate 3D forms by choosing specific sections of the data and scaling the data on the XYZ coordinates. In Figure 1, I chose the points 50 to 90. I multiplied the X-axis by 2 and the Z-axis by 10. In Figure 2, I selected points 280 to 320. I multiplied the Z-axis by 10. Finally, in Figure 3, I selected the points 320 to 360 and multiplied the X-axis by 3 and Z-axis by 10.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"476\" height=\"239\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/code.png\" alt=\"\" class=\"wp-image-6524\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/code.png 476w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/code-300x151.png 300w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/code-380x191.png 380w\" sizes=\"auto, (max-width: 476px) 100vw, 476px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">I chose these forms because I wanted to present the number of children with asthma, asthma attacks, and both. Figure 1 represents the children with asthma, Figure 2 represents the children with asthma and the children with asthma attacks, and Figure 3 represents children with asthma attacks. I also avoided forms that contained sharp curves that could challenge the printing process. Some forms were changed using different scaling factors while for others I decided to change the range of points.&nbsp;I&nbsp;also wanted to further analyze the difference between Figure 1 and Figure 3 by keeping their range similar- 40 data points.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Rhino Images<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"297\" height=\"299\" data-id=\"6560\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig1-5.png\" alt=\"\" class=\"wp-image-6560\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig1-5.png 297w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig1-5-150x150.png 150w\" sizes=\"auto, (max-width: 297px) 100vw, 297px\" \/><figcaption class=\"wp-element-caption\">Figure 1: Asthma in Children Under Age 18<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"377\" height=\"372\" data-id=\"6568\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig3-5.png\" alt=\"\" class=\"wp-image-6568\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig3-5.png 377w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig3-5-300x296.png 300w\" sizes=\"auto, (max-width: 377px) 100vw, 377px\" \/><figcaption class=\"wp-element-caption\">Figure 3: Asthma Attacks in Children Under Age 18<\/figcaption><\/figure>\n<\/figure>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig2-5.png\" alt=\"\" class=\"wp-image-6566\" style=\"width:199px;height:352px\" width=\"199\" height=\"352\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig2-5.png 197w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Fig2-5-170x300.png 170w\" sizes=\"auto, (max-width: 199px) 100vw, 199px\" \/><figcaption class=\"wp-element-caption\">Figure 2: Asthma and Asthma Attacks in Children Under Age 18<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Clean File &amp; Grasshopper Code<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Clean File: <a href=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Health_conditions_among_children_under_age_18__by_selected_characteristics__United_States.csv\">https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/Health_conditions_among_children_under_age_18__by_selected_characteristics__United_States.csv<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Grasshopper code: <a href=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/RaneemRamadanLA3-1.gh\">https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/RaneemRamadanLA3-1.gh<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The process of creating objects via data was interesting as it allowed me to further understand the data I was looking at. I\u2019ve learned that data can be formed into printable objects. I\u2019ve also learned that it may need to be scaled to meet different perspectives. The unique meanings objects can have are the physical representations of the dataset itself. The physical figures of the data hint to me at the data\u2019s background. For example, in Figure 1 is rather smooth (compared to the others) describing that many children have asthma. While Figure 2 has a sudden spike at the top of the object. This demonstrates the difference between the data of asthma in children and asthma attacks. As for Figure 3, it is rather spiky, this shows that the number of asthma attacks is less than those who have asthma. &nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Printing Process\/Problems<\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6665\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-768x1024.jpg\" alt=\"\" class=\"wp-image-6665\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_200532-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6666\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-768x1024.jpg\" alt=\"\" class=\"wp-image-6666\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162855_001-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6661\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-768x1024.jpg\" alt=\"\" class=\"wp-image-6661\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_154248-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6667\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-768x1024.jpg\" alt=\"\" class=\"wp-image-6667\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_111611-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6664\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-768x1024.jpg\" alt=\"\" class=\"wp-image-6664\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162923-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6662\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-768x1024.jpg\" alt=\"\" class=\"wp-image-6662\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231008_162830-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n<\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Data Physicalization 3D Models<\/h2>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-3 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"1024\" data-id=\"6668\" src=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-768x1024.jpg\" alt=\"\" class=\"wp-image-6668\" srcset=\"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-768x1024.jpg 768w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-225x300.jpg 225w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-1152x1536.jpg 1152w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-1140x1520.jpg 1140w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-920x1227.jpg 920w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-575x767.jpg 575w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-380x507.jpg 380w, https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-content\/uploads\/2023\/10\/20231009_155150-rotated.jpg 1500w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Dataset I chose the data on health conditions for children under the age of 18 in the US to learn more about how different health conditions affect certain age groups. I chose the dataset by viewing the U.S. Department of Human Health &amp; Services website and choosing a data set that wasn\u2019t too big to download and analyze.&nbsp;Therefore, the data [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[37,24],"tags":[],"class_list":["post-6523","post","type-post","status-publish","format-standard","hentry","category-data_phys_23","category-studentwork23"],"_links":{"self":[{"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/posts\/6523","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/users\/23"}],"replies":[{"embeddable":true,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/comments?post=6523"}],"version-history":[{"count":4,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/posts\/6523\/revisions"}],"predecessor-version":[{"id":6671,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/posts\/6523\/revisions\/6671"}],"wp:attachment":[{"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/media?parent=6523"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/categories?post=6523"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/handandmachine.org\/classes\/computational_fabrication\/wp-json\/wp\/v2\/tags?post=6523"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}