{"id":649,"date":"2025-04-21T10:15:44","date_gmt":"2025-04-21T10:15:44","guid":{"rendered":"https:\/\/ninespace.cc\/?p=649"},"modified":"2025-06-11T01:40:42","modified_gmt":"2025-06-11T01:40:42","slug":"low-frequency-stock-analysis","status":"publish","type":"post","link":"https:\/\/ninespace.cc\/?p=649","title":{"rendered":"Low Frequency Stock Analysis"},"content":{"rendered":"<div class=\"n2-section-smartslider fitvidsignore  n2_clear\" data-ssid=\"17\"><div id=\"n2-ss-17-align\" class=\"n2-ss-align\"><div class=\"n2-padding\"><div id=\"n2-ss-17\" data-creator=\"Smart Slider 3\" data-responsive=\"auto\" class=\"n2-ss-slider n2-ow n2-has-hover n2notransition  \">\n\n\n\n<div class=\"n2-ss-slider-wrapper-inside\">\n        <div class=\"n2-ss-slider-1 n2_ss__touch_element n2-ow\">\n            <div class=\"n2-ss-slider-2 n2-ow\">\n                                                <div class=\"n2-ss-slider-3 n2-ow\">\n\n                    <div class=\"n2-ss-slide-backgrounds n2-ow-all\"><div class=\"n2-ss-slide-background\" data-public-id=\"1\" data-mode=\"fill\"><div class=\"n2-ss-slide-background-image\" data-blur=\"0\" data-opacity=\"100\" data-x=\"50\" data-y=\"0\" data-alt=\"\" data-title=\"\" style=\"--ss-o-pos-y:0%\"><picture class=\"skip-lazy\" data-skip-lazy=\"1\"><img decoding=\"async\" src=\"\/\/ninespace.cc\/wp-content\/uploads\/2025\/04\/stock2.png\" alt=\"\" title=\"\" loading=\"lazy\" class=\"skip-lazy\" data-skip-lazy=\"1\"><\/picture><\/div><div data-color=\"RGBA(255,255,255,0)\" style=\"background-color: RGBA(255,255,255,0);\" class=\"n2-ss-slide-background-color\"><\/div><\/div><div class=\"n2-ss-slide-background\" data-public-id=\"2\" data-mode=\"fill\"><div class=\"n2-ss-slide-background-image\" data-blur=\"0\" data-opacity=\"100\" data-x=\"50\" data-y=\"50\" data-alt=\"\" data-title=\"\"><picture class=\"skip-lazy\" data-skip-lazy=\"1\"><img decoding=\"async\" src=\"\/\/ninespace.cc\/wp-content\/uploads\/2025\/04\/stock5.png\" alt=\"\" title=\"\" loading=\"lazy\" class=\"skip-lazy\" data-skip-lazy=\"1\"><\/picture><\/div><div data-color=\"RGBA(255,255,255,0)\" style=\"background-color: RGBA(255,255,255,0);\" class=\"n2-ss-slide-background-color\"><\/div><\/div><div class=\"n2-ss-slide-background\" data-public-id=\"3\" data-mode=\"fill\"><div class=\"n2-ss-slide-background-image\" data-blur=\"0\" data-opacity=\"100\" data-x=\"50\" data-y=\"0\" data-alt=\"\" data-title=\"\" style=\"--ss-o-pos-y:0%\"><picture class=\"skip-lazy\" data-skip-lazy=\"1\"><img decoding=\"async\" src=\"\/\/ninespace.cc\/wp-content\/uploads\/2025\/04\/stock1.png\" alt=\"\" title=\"\" loading=\"lazy\" class=\"skip-lazy\" data-skip-lazy=\"1\"><\/picture><\/div><div data-color=\"RGBA(255,255,255,0)\" style=\"background-color: RGBA(255,255,255,0);\" class=\"n2-ss-slide-background-color\"><\/div><\/div><div class=\"n2-ss-slide-background\" data-public-id=\"4\" data-mode=\"fill\"><div class=\"n2-ss-slide-background-image\" data-blur=\"0\" data-opacity=\"100\" data-x=\"50\" data-y=\"34\" data-alt=\"\" data-title=\"\" style=\"--ss-o-pos-y:34%\"><picture class=\"skip-lazy\" data-skip-lazy=\"1\"><img decoding=\"async\" src=\"\/\/ninespace.cc\/wp-content\/uploads\/2025\/04\/stock3.png\" alt=\"\" title=\"\" loading=\"lazy\" class=\"skip-lazy\" data-skip-lazy=\"1\"><\/picture><\/div><div data-color=\"RGBA(255,255,255,0)\" style=\"background-color: RGBA(255,255,255,0);\" class=\"n2-ss-slide-background-color\"><\/div><\/div><div class=\"n2-ss-slide-background\" data-public-id=\"5\" data-mode=\"fill\"><div class=\"n2-ss-slide-background-image\" data-blur=\"0\" data-opacity=\"100\" data-x=\"50\" data-y=\"57\" data-alt=\"\" data-title=\"\" style=\"--ss-o-pos-y:57%\"><picture class=\"skip-lazy\" data-skip-lazy=\"1\"><img decoding=\"async\" src=\"\/\/ninespace.cc\/wp-content\/uploads\/2025\/04\/stock4.png\" alt=\"\" title=\"\" loading=\"lazy\" class=\"skip-lazy\" data-skip-lazy=\"1\"><\/picture><\/div><div data-color=\"RGBA(255,255,255,0)\" style=\"background-color: RGBA(255,255,255,0);\" class=\"n2-ss-slide-background-color\"><\/div><\/div><\/div>                    <div class=\"n2-ss-slider-4 n2-ow\">\n                        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1192 473\" data-related-device=\"desktopPortrait\" class=\"n2-ow n2-ss-preserve-size n2-ss-preserve-size--slider n2-ss-slide-limiter\"><\/svg><div data-first=\"1\" data-slide-duration=\"0\" data-id=\"109\" data-slide-public-id=\"1\" data-title=\"stock2\" class=\"n2-ss-slide n2-ow  n2-ss-slide-109\"><div role=\"note\" class=\"n2-ss-slide--focus\" tabindex=\"-1\">stock2<\/div><div class=\"n2-ss-layers-container n2-ss-slide-limiter n2-ow\"><div class=\"n2-ss-layer n2-ow n-uc-d46B0wPdGbsx\" data-sstype=\"slide\" data-pm=\"default\"><\/div><\/div><\/div><div data-slide-duration=\"0\" data-id=\"113\" data-slide-public-id=\"2\" data-title=\"stock5\" class=\"n2-ss-slide n2-ow  n2-ss-slide-113\"><div role=\"note\" class=\"n2-ss-slide--focus\" tabindex=\"-1\">stock5<\/div><div class=\"n2-ss-layers-container n2-ss-slide-limiter n2-ow\"><div class=\"n2-ss-layer n2-ow n-uc-vLWbUrvDkeJ1\" data-sstype=\"slide\" data-pm=\"default\"><\/div><\/div><\/div><div data-slide-duration=\"0\" data-id=\"110\" data-slide-public-id=\"3\" data-title=\"stock1\" class=\"n2-ss-slide n2-ow  n2-ss-slide-110\"><div role=\"note\" class=\"n2-ss-slide--focus\" tabindex=\"-1\">stock1<\/div><div class=\"n2-ss-layers-container n2-ss-slide-limiter n2-ow\"><div class=\"n2-ss-layer n2-ow n-uc-UQwWw72zPYVh\" data-sstype=\"slide\" data-pm=\"default\"><\/div><\/div><\/div><div data-slide-duration=\"0\" data-id=\"107\" data-slide-public-id=\"4\" data-title=\"stock3\" class=\"n2-ss-slide n2-ow  n2-ss-slide-107\"><div role=\"note\" class=\"n2-ss-slide--focus\" tabindex=\"-1\">stock3<\/div><div class=\"n2-ss-layers-container n2-ss-slide-limiter n2-ow\"><div class=\"n2-ss-layer n2-ow n-uc-AsWc6TvEpi1g\" data-sstype=\"slide\" data-pm=\"default\"><\/div><\/div><\/div><div data-slide-duration=\"0\" data-id=\"108\" data-slide-public-id=\"5\" data-title=\"stock4\" class=\"n2-ss-slide n2-ow  n2-ss-slide-108\"><div role=\"note\" class=\"n2-ss-slide--focus\" tabindex=\"-1\">stock4<\/div><div class=\"n2-ss-layers-container n2-ss-slide-limiter n2-ow\"><div class=\"n2-ss-layer n2-ow n-uc-GAzhx8oatHOY\" data-sstype=\"slide\" data-pm=\"default\"><\/div><\/div><\/div>                    <\/div>\n\n                                    <\/div>\n            <\/div>\n        <\/div>\n        <div class=\"n2-ss-slider-controls n2-ss-slider-controls-absolute-left-center\"><div style=\"--widget-offset:15px;\" class=\"n2-ss-widget n2-style-107cb0e4b96e295f0c4852cfc0854d07-heading nextend-arrow n2-ow-all nextend-arrow-previous  nextend-arrow-animated-fade\" data-hide-mobileportrait=\"1\" id=\"n2-ss-17-arrow-previous\" role=\"button\" aria-label=\"previous arrow\" tabindex=\"0\"><img loading=\"lazy\" decoding=\"async\" width=\"32\" height=\"32\" class=\"skip-lazy\" data-skip-lazy=\"1\" src=\"data:image\/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIzMiIgaGVpZ2h0PSIzMiIgdmlld0JveD0iMCAwIDMyIDMyIj4KICAgIDxwYXRoIGZpbGw9IiNmZmZmZmYiIG9wYWNpdHk9IjAuOCIgZmlsbC1ydWxlPSJldmVub2RkIgogICAgICAgICAgZD0iTTE4Ljk5NTggOC45OTA3YzAtLjQyNC0uMjA0LS43MjMtLjYxLS44OTgtLjQwOS0uMTczLS43NzItLjEwNC0xLjA5My4yMDlsLTcuMDA2IDYuOTc1Yy0uMjAxLjE5OS0uMjk3LjQzNy0uMjg2LjcxNiAwIC4yNjcuMDk2LjQ5OC4yODYuNjg5bDcuMDA2IDcuMDAxYy4zMjEuMzIxLjY4NC4zODkgMS4wOTMuMjA5LjQwNi0uMTc0LjYxLS40ODIuNjEtLjkyMlY4Ljk5MDd6Ii8+Cjwvc3ZnPg==\" alt=\"previous arrow\"><\/div><\/div><div class=\"n2-ss-slider-controls n2-ss-slider-controls-absolute-right-center\"><div style=\"--widget-offset:15px;\" class=\"n2-ss-widget n2-style-107cb0e4b96e295f0c4852cfc0854d07-heading nextend-arrow n2-ow-all nextend-arrow-next  nextend-arrow-animated-fade\" data-hide-mobileportrait=\"1\" id=\"n2-ss-17-arrow-next\" role=\"button\" aria-label=\"next arrow\" tabindex=\"0\"><img loading=\"lazy\" decoding=\"async\" width=\"32\" height=\"32\" class=\"skip-lazy\" data-skip-lazy=\"1\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMzIiIGhlaWdodD0iMzIiIHZpZXdCb3g9IjAgMCAzMiAzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxwYXRoIGQ9Ik0xMiA4Ljk5YzAtLjQyMy4yMDQtLjcyMi42MS0uODk3LjQwOC0uMTczLjc3Mi0uMTA0IDEuMDkyLjIxbDcuMDA2IDYuOTc0Yy4yMDIuMi4yOTguNDM3LjI4Ny43MTYgMCAuMjY3LS4wOTYuNDk4LS4yODcuNjlsLTcuMDA2IDdjLS4zMi4zMi0uNjg0LjM5LTEuMDkyLjIxLS40MDYtLjE3NS0uNjEtLjQ4My0uNjEtLjkyM1Y4Ljk5eiIKICAgICAgICAgIGZpbGw9IiNmZmZmZmYiIG9wYWNpdHk9IjAuOCIgZmlsbC1ydWxlPSJldmVub2RkIi8+Cjwvc3ZnPg==\" alt=\"next arrow\"><\/div><\/div><\/div><\/div><ss3-loader><\/ss3-loader><\/div><\/div><div class=\"n2_clear\"><\/div><\/div>\n\n\n<p>This is a personal project which the idea is proposed by a friend to scrap Hong Kong stock data for analysis where mainstream data source does not provide. It is low frequency because it only stores data by day. Cronjobs are setup to do the scrapping and email will be sent out after each job for monitoring. The current analysis is to tweak between parameter settings to find out possible profit with historical data. This is an on-going project and more features are pending for implementation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is a personal project which the idea is proposed by a friend to scrap Hong Kong stock data for analysis where mainstream data source does not provide. It is low frequency because it only stores data by day. Cronjobs are setup to do the scrapping and email will be sent out after each job &hellip; <\/p>\n","protected":false},"author":1,"featured_media":653,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,9,12],"tags":[],"class_list":["post-649","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-personal-project","category-python","category-web"],"_links":{"self":[{"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/posts\/649","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ninespace.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=649"}],"version-history":[{"count":2,"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/posts\/649\/revisions"}],"predecessor-version":[{"id":655,"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/posts\/649\/revisions\/655"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ninespace.cc\/index.php?rest_route=\/wp\/v2\/media\/653"}],"wp:attachment":[{"href":"https:\/\/ninespace.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=649"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ninespace.cc\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=649"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ninespace.cc\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=649"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}