{"id":23618,"date":"2023-11-06T19:27:13","date_gmt":"2023-11-06T18:27:13","guid":{"rendered":"https:\/\/www.graviton.at\/letterswaplibrary\/trying-to-get-database-of-all-homes-with-a-heat-pump\/"},"modified":"2023-11-06T19:27:13","modified_gmt":"2023-11-06T18:27:13","slug":"trying-to-get-database-of-all-homes-with-a-heat-pump","status":"publish","type":"post","link":"https:\/\/www.graviton.at\/letterswaplibrary\/trying-to-get-database-of-all-homes-with-a-heat-pump\/","title":{"rendered":"Trying To Get Database Of All Homes With A Heat Pump"},"content":{"rendered":"<p><!-- SC_OFF --><\/p>\n<div class=\"md\">\n<p>Hello, so I am trying to do some real estate-related research, and am particularly trying to understand types of buildings and locations that are most likely to have houses that have certain \u201cgreen\u201d and sustainability-related features, such as certain energy efficient appliances. I do not intend for this to be a discussion about the overall sustainability and performance of heat pumps, but I am trying to find a way to obtain a database of as many houses as I can across that US that have a heat pump, or just within California. The whole US would be great, but I am most interested in California for the moment. This is real estate-related, because heat pumps are just a hot topic in general in the eco-friendly home space. I know there are certain data sources like RECS data sets that have stats on heat pump adoption, but these values are only at the census division level. I want to see how heat pump homes are distributed much more locally and granularly so that I can understand which cities, regions, districts, neighborhoods, climate zones, etc. have higher clusters of heat pumps installed than others. Additionally, I want to understand the types of homes that have heat pumps, so that I can understand if there are any trends to take note of. I at first thought this idea was absurd and this data was just unobtainable, but then it was just suggested that I take a look at Zillow\u2019s API ,which can be used to pull real estate home data that includes (sometimes) the HVAC system of a home. So I am wondering if maybe I could actually leverage this to get a read on where heat pump households are located within California. But also, I am wondering if there are other data sources I could use for this, I am thinking like construction permit databases or tax assessor databases, where I could filter results for houses where a permit was taken out for a heat pump installation. The idea would be to match all these data points to an address, so that I can map out heat pump homes across the state with GIS. Does this sound reasonable? Would anyone here perhaps have any suggestions on how I could approach this research challenge? Thank you!<\/p>\n<\/div>\n<p><!-- SC_ON -->   submitted by   <a href=\"https:\/\/www.reddit.com\/user\/teledude_22\"> \/u\/teledude_22 <\/a> <br \/> <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/17p8u09\/trying_to_get_database_of_all_homes_with_a_heat\/\">[link]<\/a><\/span>   <span><a href=\"https:\/\/www.reddit.com\/r\/datasets\/comments\/17p8u09\/trying_to_get_database_of_all_homes_with_a_heat\/\">[comments]<\/a><\/span><\/p><div class='watch-action'><div class='watch-position align-right'><div class='action-like'><a class='lbg-style1 like-23618 jlk' href='javascript:void(0)' data-task='like' data-post_id='23618' data-nonce='65e0e39b87' rel='nofollow'><img class='wti-pixel' src='https:\/\/www.graviton.at\/letterswaplibrary\/wp-content\/plugins\/wti-like-post\/images\/pixel.gif' title='Like' \/><span class='lc-23618 lc'>0<\/span><\/a><\/div><\/div> <div class='status-23618 status align-right'><\/div><\/div><div class='wti-clear'><\/div>","protected":false},"excerpt":{"rendered":"<p>Hello, so I am trying to do some real estate-related research, and am particularly trying to understand&#8230;<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[85],"tags":[],"class_list":["post-23618","post","type-post","status-publish","format-standard","hentry","category-datatards","wpcat-85-id"],"_links":{"self":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/23618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/comments?post=23618"}],"version-history":[{"count":0,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/posts\/23618\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/media?parent=23618"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/categories?post=23618"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.graviton.at\/letterswaplibrary\/wp-json\/wp\/v2\/tags?post=23618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}