{"id":913,"date":"2015-10-05T23:13:02","date_gmt":"2015-10-05T23:13:02","guid":{"rendered":"http:\/\/kourentzes.com\/forecasting\/?p=913"},"modified":"2015-10-05T23:13:02","modified_gmt":"2015-10-05T23:13:02","slug":"rshiny-demo-for-basic-time-series-exploration","status":"publish","type":"post","link":"https:\/\/kourentzes.com\/forecasting\/2015\/10\/05\/rshiny-demo-for-basic-time-series-exploration\/","title":{"rendered":"RShiny demo for basic time series exploration"},"content":{"rendered":"<p style=\"text-align: justify;\">I made this little interactive demo for basic time series exploration and decomposition for my students. I uploaded it here in case someone else finds it useful. Some things to try:<\/p>\n<ul>\n<li style=\"text-align: justify;\">How does the seasonal plot looks like for seasonal and non-seasonal time series?<\/li>\n<li style=\"text-align: justify;\">How does the seasonal plot looks when the trend is not removed?<\/li>\n<li style=\"text-align: justify;\">How does the time series decomposition looks like when additive or multiplicative form is applied wrongly?<\/li>\n<li style=\"text-align: justify;\">What is the effect of different seasonality estimations when decomposing?<\/li>\n<\/ul>\n<p>Different types of seasonal plots are implemented as well. I find that sometimes looking at alternative forms is quite helpful.<br \/>\n<iframe id=\"TSexplore\" style=\"border: none; width: 100%; height: 890px;\" src=\"https:\/\/kourentzes.shinyapps.io\/shinyTSexplore\" frameborder=\"0\"><\/iframe><\/p>\n<div class=\"SPOSTARBUST-Related-Posts\"><H3>Related Posts<\/H3><ul class=\"entry-meta\"><li class=\"SPOSTARBUST-Related-Post\"><a title=\"Elucidate structure in intermittent demand time series\" href=\"https:\/\/kourentzes.com\/forecasting\/2020\/05\/25\/elucidate-structure-in-intermittent-demand-time-series\/\" rel=\"bookmark\">Elucidate structure in intermittent demand time series<\/a><\/li>\n<li class=\"SPOSTARBUST-Related-Post\"><a title=\"R package: tsutils\" href=\"https:\/\/kourentzes.com\/forecasting\/2019\/01\/14\/r-package-tsutils\/\" rel=\"bookmark\">R package: tsutils<\/a><\/li>\n<li class=\"SPOSTARBUST-Related-Post\"><a title=\"Can you predict the closing price of Bitcoin?\" href=\"https:\/\/kourentzes.com\/forecasting\/2017\/12\/10\/can-you-predict-the-closing-price-of-bitcoin\/\" rel=\"bookmark\">Can you predict the closing price of Bitcoin?<\/a><\/li>\n<\/ul><\/div><!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>I made this little interactive demo for basic time series exploration and decomposition for my students. I uploaded it here in case someone else finds it useful. Some things to try: How does the seasonal plot looks like for seasonal and non-seasonal time series? How does the seasonal plot looks when the trend is not\u2026 <span class=\"read-more\"><a href=\"https:\/\/kourentzes.com\/forecasting\/2015\/10\/05\/rshiny-demo-for-basic-time-series-exploration\/\">Read More &raquo;<\/a><\/span><!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[41],"tags":[53,42],"_links":{"self":[{"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/posts\/913"}],"collection":[{"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/comments?post=913"}],"version-history":[{"count":0,"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/posts\/913\/revisions"}],"wp:attachment":[{"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/media?parent=913"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/categories?post=913"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kourentzes.com\/forecasting\/wp-json\/wp\/v2\/tags?post=913"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}<!-- WP Super Cache is installed but broken. The constant WPCACHEHOME must be set in the file wp-config.php and point at the WP Super Cache plugin directory. -->