{"id":5444,"date":"2025-09-23T19:11:15","date_gmt":"2025-09-24T00:11:15","guid":{"rendered":"https:\/\/sites.owu.edu\/geog-291\/?p=5444"},"modified":"2025-09-23T19:11:15","modified_gmt":"2025-09-24T00:11:15","slug":"stephens-week-5","status":"publish","type":"post","link":"https:\/\/sites.owu.edu\/geog-291\/2025\/09\/23\/stephens-week-5\/","title":{"rendered":"Stephens Week 5"},"content":{"rendered":"<p>Technical things turn me into a zombie&#8230;\u00a0 my eyes just glaze over after a while. I know I&#8217;m missing things in these chapters and it&#8217;s led to a lot of confusion! Definitely going to look over these tutorials and the previous ones as well before the final, because I keep getting to parts of the tutorials especially in chapters 5 and 6 where it will ask me to do something but the data is missing or the function doesn\u2019t make sense. I gotta say it would be nice if some of the references to past tutorials would direct me towards the specific function that was used, not a refresher but a better reminder (that might just be my lack of working memory talking though).<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5591\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopa-300x158.png\" alt=\"\" width=\"300\" height=\"158\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopa-300x158.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopa-1024x538.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopa-768x404.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopa.png 1360w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Anyways chapter 4 wasn\u2019t TOO too bad. Importing and exporting things are pretty self explanatory.(i did forget to choose colors for the outlines but it still works)Altering attribute tables was pretty simple too.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5592\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopacities-300x158.png\" alt=\"\" width=\"300\" height=\"158\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopacities-300x158.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopacities-1024x540.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopacities-768x405.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/maricopacities.png 1359w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Some of the parts with symbology were what I needed a refresher on. Also the joining part was feasible, if not comprehensible.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5593\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/howto9quantiles-300x157.png\" alt=\"\" width=\"300\" height=\"157\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/howto9quantiles-300x157.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/howto9quantiles-1024x535.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/howto9quantiles-768x401.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/howto9quantiles.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>In 4-3, I had to mess with the queries a little but i think I got it?<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5594\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/sqlqueryburglary-300x133.png\" alt=\"\" width=\"300\" height=\"133\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/sqlqueryburglary-300x133.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/sqlqueryburglary-1024x455.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/sqlqueryburglary-768x341.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/sqlqueryburglary.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Spatial joins were mentioned later on only for me to forget them and looking back is reminding me what those were. Also Krygier pointed out that one error in the set can throw the whole thing off and lead to a bunch of null data. I guess I have to make sure everything is lined up and the same!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5595\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/augus2015burgbyhood-300x150.png\" alt=\"\" width=\"300\" height=\"150\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/augus2015burgbyhood-300x150.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/augus2015burgbyhood-1024x512.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/augus2015burgbyhood-768x384.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/augus2015burgbyhood.png 1359w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>I had to fiddle around again to get the center points to work because x and y weren\u2019t filling in on the tool (and then I failed to take a screenshot of that but I can\u2019t replicate it not working so thats good?)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5596\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/burglarypoints-300x135.png\" alt=\"\" width=\"300\" height=\"135\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/burglarypoints-300x135.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/burglarypoints-1024x460.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/burglarypoints-768x345.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/burglarypoints.png 1359w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Finally 4-6 wasn\u2019t too bad either, still pretty intuitive. (I could have chosen more effective symbols though)<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5597\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/pghsrscrimes-300x133.png\" alt=\"\" width=\"300\" height=\"133\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/pghsrscrimes-300x133.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/pghsrscrimes-1024x452.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/pghsrscrimes-768x339.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/pghsrscrimes.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Now I\u2019m on to chapter 5, posting this late because I need to redo a few parts. Like I said, there were definitely a few things I glossed over. Changing projection systems was pretty ok though.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5598\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/robinsonproject-300x148.png\" alt=\"\" width=\"300\" height=\"148\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/robinsonproject-300x148.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/robinsonproject-1024x506.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/robinsonproject-768x380.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/robinsonproject.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>The local and state plane coordinates were pretty intuitive as well<\/p>\n<p>This took more messing around with but I did figure out the coordinates.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5599\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nylibrary-300x134.png\" alt=\"\" width=\"300\" height=\"134\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nylibrary-300x134.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nylibrary-1024x456.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nylibrary-768x342.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nylibrary.png 1364w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>The census data site is kind of confusingly laid out\u2026 i definitely need to be told exactly which map is needed. Also the bike data is where I really screwed it up and didn\u2019t clean up the tables properly. This is the best I could do\u2026 moving on!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5600\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/how2calculatefields-300x147.png\" alt=\"\" width=\"300\" height=\"147\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/how2calculatefields-300x147.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/how2calculatefields-1024x503.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/how2calculatefields-768x377.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/how2calculatefields.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>The pairwise dissolve tool was cool!<\/p>\n<p>But I didn\u2019t get the label part.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5601\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/labelquestionmark-300x149.png\" alt=\"\" width=\"300\" height=\"149\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/labelquestionmark-300x149.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/labelquestionmark-1024x507.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/labelquestionmark-768x380.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/labelquestionmark.png 1361w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Then I did something weird trying to select the west block groups in the Upper West Side.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5602\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/uwswtf-300x148.png\" alt=\"\" width=\"300\" height=\"148\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/uwswtf-300x148.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/uwswtf-1024x505.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/uwswtf-768x379.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/uwswtf.png 1364w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Pairwise clip tool is kind of like a layer mask. The above image is from before I did it but it worked fine. Merging layers was similar!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5603\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/mergingwaseasier-300x133.png\" alt=\"\" width=\"300\" height=\"133\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/mergingwaseasier-300x133.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/mergingwaseasier-1024x455.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/mergingwaseasier-768x342.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/mergingwaseasier.png 1365w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5604\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/alsosignificantlyeasier-300x149.png\" alt=\"\" width=\"300\" height=\"149\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/alsosignificantlyeasier-300x149.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/alsosignificantlyeasier-1024x507.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/alsosignificantlyeasier-768x381.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/alsosignificantlyeasier.png 1364w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Here\u2019s another bad join!<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5605\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nodisabilitystill-300x165.png\" alt=\"\" width=\"300\" height=\"165\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nodisabilitystill-300x165.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nodisabilitystill-1024x564.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nodisabilitystill-768x423.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/nodisabilitystill.png 1097w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium wp-image-5606\" src=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/joinwtf-300x148.png\" alt=\"\" width=\"300\" height=\"148\" srcset=\"https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/joinwtf-300x148.png 300w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/joinwtf-1024x507.png 1024w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/joinwtf-768x380.png 768w, https:\/\/sites.owu.edu\/geog-291\/wp-content\/uploads\/sites\/208\/2025\/09\/joinwtf.png 1360w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>So yeah. Mostly ok, still pretty confused but I\u2019m just gonna keep powering my way through and review things as needed.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Technical things turn me into a zombie&#8230;\u00a0 my eyes just glaze over after a while. I know I&#8217;m missing things in these chapters and it&#8217;s led to a lot of confusion! Definitely going to look over these tutorials and the previous ones as well before the final, because I keep getting to parts of the tutorials especially in chapters 5 and 6 where it will ask me to do something but the data is missing or the function doesn\u2019t make sense. I gotta say it would be nice if some of the references to past tutorials would direct me towards the specific function that was used, not a refresher but a better reminder (that might just be my lack of working memory talking though). Anyways chapter 4 wasn\u2019t TOO too bad. Importing and exporting things are pretty self explanatory.(i did forget to choose colors for the outlines but it still works)Altering attribute tables was pretty simple too. Some of the parts with symbology were what I needed a refresher on. Also the joining part was feasible, if not comprehensible. In 4-3, I had to mess with the queries a little but i think I got it? Spatial joins were mentioned later on only for me to forget them and looking back is reminding me what those were. Also Krygier pointed out that one error in the set can throw the whole thing off and lead to a bunch of null data. I guess I have to make sure everything is lined up and the same! I had to fiddle around again to get the center points to work because x and y weren\u2019t filling in on the tool (and then I failed to take a screenshot of that but I can\u2019t replicate it not working so thats good?) Finally 4-6 wasn\u2019t too bad either, still pretty intuitive. (I could have chosen more effective symbols though) Now I\u2019m on to chapter 5, posting this late because I need to redo a few parts. Like I said, there were definitely a few things I glossed over. Changing projection systems was pretty ok though. The local and state plane coordinates were pretty intuitive as well This took more messing around with but I did figure out the coordinates. The census data site is kind of confusingly laid out\u2026 i definitely need to be told exactly which map is needed. Also the bike data is where I really screwed it up and didn\u2019t clean up the tables properly. This is the best I could do\u2026 moving on! The pairwise dissolve tool was cool! But I didn\u2019t get the label part. Then I did something weird trying to select the west block groups in the Upper West Side. Pairwise clip tool is kind of like a layer mask. The above image is from before I did it but it worked fine. Merging layers was similar! Here\u2019s another bad join! So yeah. Mostly ok, still pretty confused but I\u2019m just gonna keep powering my way through and review things as needed.<\/p>\n","protected":false},"author":2330,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-5444","post","type-post","status-publish","format-standard","hentry","category-course-student-work"],"_links":{"self":[{"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/posts\/5444","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/users\/2330"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/comments?post=5444"}],"version-history":[{"count":1,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/posts\/5444\/revisions"}],"predecessor-version":[{"id":5607,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/posts\/5444\/revisions\/5607"}],"wp:attachment":[{"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/media?parent=5444"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/categories?post=5444"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sites.owu.edu\/geog-291\/wp-json\/wp\/v2\/tags?post=5444"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}