{"id":5457,"date":"2023-12-05T12:19:13","date_gmt":"2023-12-05T12:19:13","guid":{"rendered":"https:\/\/www.pickl.ai\/blog\/?post_type=web-story&#038;p=5457"},"modified":"2023-12-05T12:19:13","modified_gmt":"2023-12-05T12:19:13","slug":"introduction-exploring-the-world-of-statistical-sampling","status":"publish","type":"web-story","link":"https:\/\/www.pickl.ai\/blog\/web-stories\/introduction-exploring-the-world-of-statistical-sampling\/","title":{"rendered":"Introduction: Exploring the World of Statistical Sampling"},"content":{"rendered":"<p><html amp=\"\" lang=\"en\"><head><meta charSet=\"utf-8\"\/><meta name=\"viewport\" content=\"width=device-width,minimum-scale=1,initial-scale=1\"\/><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0.js\"><\/script><script async=\"\" src=\"https:\/\/cdn.ampproject.org\/v0\/amp-story-1.0.js\" custom-element=\"amp-story\"><\/script><link 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style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:9.95146%;top:-9.87055%;width:78.39806%;height:46.1165%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-f392f589-9e97-482d-b2fe-0ffecb1c349d\">\n<div style=\"position:absolute;width:100%;height:113.33335%;left:0%;top:-6.66667%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-scaled.jpg\" alt=\"Vector lotto, bingo grey balls with numbers\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-2048x2048.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-1536x1536.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-1024x1024.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-768x768.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-300x300.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-150x150.jpg 150w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/1249-96x96.jpg 96w\" sizes=\"(min-width: 1024px) 35vh, 78vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.74757%;top:42.39482%;width:73.30097%;height:13.75405%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 2.3529411764705883% 2.3529411764705883% 2.3529411764705883% 2.3529411764705883%\" id=\"el-a850e73c-2e68-4097-b97e-70fda31a053f\">\n<h1 id=\"simple-random-sampling\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1080298013245027% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #590d22\">Simple Random Sampling<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:59.54693%;width:73.30097%;height:31.87702%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 1.015228426395939% 1.015228426395939% 1.015228426395939% 1.015228426395939%\" id=\"el-2bd21757-2bbb-4928-bf45-412c5e5ad709\">\n<h3 id=\"every-element-in-the-population-has-an-equal-chance-of-being-selected-its-like-a-fair-lottery-draw-ensuring-unbiased-representation-and-making-it-a-fundamental-method-in-statistical-research\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6130794701986759% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.372168em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Every element in the population has an equal chance of being selected. It&#8217;s like a fair lottery draw, ensuring unbiased representation and making it a fundamental method in statistical research.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.27184%;top:101.13269%;width:19.17476%;height:6.6343%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-62743f77-6d25-46b7-b3a0-c38b0e5e0471\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 19 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M17.9472 5.38801C18.1615 5.17372 18.1615 4.82628 17.9472 4.61199L14.4552 1.11992C14.2409 0.905633 13.8934 0.905633 13.6791 1.11992C13.4649 1.33421 13.4649 1.68165 13.6791 1.89594L16.7832 5L13.6791 8.10406C13.4649 8.31835 13.4649 8.66579 13.6791 8.88008C13.8934 9.09437 14.2409 9.09437 14.4552 8.88008L17.9472 5.38801ZM0 5.54873H17.5592V4.45127H0V5.54873Z\" fill=\"#3A566E\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.32039%;top:94.33657%;width:65.7767%;height:10.03236%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-7a8498d2-603a-4502-864d-51dcda583bb1\">\n<div class=\"fill\" style=\"background-color:rgba(147,13,34,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:27.6699%;top:96.27832%;width:46.60194%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:1.0416666666666665% 1.0416666666666665% 1.0416666666666665% 1.0416666666666665% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-d43c90a3-b174-4aec-82d2-10415b770f8e\"><a href=\"https:\/\/pickl.ai\/blog\/data-analytics-tutorial-mastering-types-of-statistical-sampling\/\" data-tooltip-icon=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/09\/Data-Analytics-Tutorial-img1.jpg\" data-tooltip-text=\"Data Analytics Tutorial - Mastering Types of Statistical Sampling\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.23437499999999964% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.517799em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More&nbsp;<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"ca5f1c6a-a2e6-427c-8fc1-9514ffcaefdc\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#eee\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-a4b848a1-c9ba-4609-b67e-7c688905b66d\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:12.86408%;top:42.71845%;width:80.82524%;height:6.79612%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6006006006006006% 0.6006006006006006% 0.6006006006006006% 0.6006006006006006% \/ 4.761904761904762% 4.761904761904762% 4.761904761904762% 4.761904761904762%\" id=\"el-78057f64-a570-43f5-8b8e-4d7df5278790\">\n<h1 id=\"stratified-sampling\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.09797297297297243% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.582524em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; font-style: italic; color: #590d22\">Stratified Sampling<\/span><\/span><\/h1>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:16.50485%;top:53.39806%;width:73.30097%;height:36.08414%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 0.8968609865470852% 0.8968609865470852% 0.8968609865470852% 0.8968609865470852%\" id=\"el-6ca8553d-0866-4fe0-9652-9651948982d8\">\n<h3 id=\"stratified-sampling-involves-dividing-the-population-into-subgroups-or-strata-based-on-certain-characteristics-samples-are-then-randomly-selected-from-each-stratum-allowing-for-a-more-precise-analys\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6130794701986759% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.372168em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Stratified sampling involves dividing the population into subgroups or strata based on certain characteristics. Samples are then randomly selected from each stratum, allowing for a more precise analysis of each subgroup.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:76.69903%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-467cbbe9-6474-41d7-a65c-e813bb6222c7\">\n<div style=\"position:absolute;width:104.41%;height:100%;left:-2.205%;top:0%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/business-people-showing-charts-statistics-scaled.jpg\" alt=\"business-people-showing-charts-statistics\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/business-people-showing-charts-statistics-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/business-people-showing-charts-statistics-2048x1365.jpg 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style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-d93172b5-b5c4-4104-a0eb-768fa1dd91be\">\n<div class=\"fill\" style=\"background-color:rgba(147,13,34,0.2);will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:26.94175%;top:96.44013%;width:57.52427%;height:6.47249%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.8438818565400843% 0.8438818565400843% 0.8438818565400843% 0.8438818565400843% \/ 5% 5% 5% 5%\" id=\"el-dc402c22-4ec2-477e-9805-e649a553bbfc\"><a href=\"https:\/\/pickl.ai\/blog\/data-analytics-tutorial-mastering-types-of-statistical-sampling\/\" target=\"_blank\" rel=\"noreferrer noopener\" style=\"width:100%;height:100%;display:block;position:absolute;top:0;left:0\"><\/p>\n<h2 id=\"learn-more-2\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.20767405063291136% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.566343em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Learn More<\/span><\/span><\/h2>\n<p><\/a><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:78.64078%;top:100%;width:19.17476%;height:6.6343%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-38685cd9-9540-49d3-b4e2-151fe8f4e90f\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 19 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M17.9472 5.38801C18.1615 5.17372 18.1615 4.82628 17.9472 4.61199L14.4552 1.11992C14.2409 0.905633 13.8934 0.905633 13.6791 1.11992C13.4649 1.33421 13.4649 1.68165 13.6791 1.89594L16.7832 5L13.6791 8.10406C13.4649 8.31835 13.4649 8.66579 13.6791 8.88008C13.8934 9.09437 14.2409 9.09437 14.4552 8.88008L17.9472 5.38801ZM0 5.54873H17.5592V4.45127H0V5.54873Z\" fill=\"#3A566E\"><\/path><\/svg><\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"e60a13d1-a1da-4984-b90d-1f6984da0e73\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#eee\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-b1e4c229-b807-48ab-814e-f9d985602c6d\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:12.86408%;top:46.27832%;width:80.09709%;height:5.98706%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6060606060606061% 0.6060606060606061% 0.6060606060606061% 0.6060606060606061% \/ 5.405405405405405% 5.405405405405405% 5.405405405405405% 5.405405405405405%\" id=\"el-db6c7cf5-4a2b-403b-9d75-2ebd9f8bcd57\">\n<h2 id=\"systematic-sampling\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.08787878787878763% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.517799em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; color: #e6c100\">Systematic Sampling<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:14.07767%;top:58.73786%;width:73.30097%;height:36.08414%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 0.8968609865470852% 0.8968609865470852% 0.8968609865470852% 0.8968609865470852%\" id=\"el-c22fd43b-338c-4ec0-9ff1-29ed823aae25\">\n<h3 id=\"systematic-sampling-involves-selecting-every-kth-item-from-a-list-after-choosing-a-random-starting-point-it-is-easy-to-implement-making-it-practical-for-large-populations-with-a-systematic-order\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6130794701986759% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.372168em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Systematic sampling involves selecting every kth item from a list after choosing a random starting point.<\/span><br \/>\n<span style=\"font-weight: 700\">It is easy to implement, making it practical for large populations with a systematic order.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:74.75728%;top:101.13269%;width:19.17476%;height:6.6343%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-a9a0d697-5288-4902-95e5-323bb35f4b21\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 19 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M17.9472 5.38801C18.1615 5.17372 18.1615 4.82628 17.9472 4.61199L14.4552 1.11992C14.2409 0.905633 13.8934 0.905633 13.6791 1.11992C13.4649 1.33421 13.4649 1.68165 13.6791 1.89594L16.7832 5L13.6791 8.10406C13.4649 8.31835 13.4649 8.66579 13.6791 8.88008C13.8934 9.09437 14.2409 9.09437 14.4552 8.88008L17.9472 5.38801ZM0 5.54873H17.5592V4.45127H0V5.54873Z\" fill=\"#3A566E\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-1e321cec-80cb-4691-ae60-7acce9d57663\">\n<div style=\"position:absolute;width:100%;height:100.01952%;left:0%;top:-0.00976%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-scaled.jpg\" alt=\"flat-lay-abstract-innovation-assortment\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-2048x1365.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-1536x1024.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-1024x683.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/flat-lay-abstract-innovation-assortment-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><amp-story-page id=\"82efe9dc-544b-43b3-b16f-2fe263ff3e10\" auto-advance-after=\"7s\"><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\" style=\"background-color:#eee\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:0;top:-9.25926%;width:100%;height:118.51852%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-0530cb9d-d5fa-4f7a-947f-2f009d1b9c7f\">\n<div class=\"fill\" style=\"will-change:transform\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><amp-story-grid-layer template=\"vertical\" aspect-ratio=\"412:618\" class=\"grid-layer\"><\/p>\n<div class=\"page-fullbleed-area\">\n<div class=\"page-safe-area\">\n<div style=\"position:absolute;pointer-events:none;left:16.01942%;top:44.17476%;width:74.27184%;height:6.47249%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6535947712418301% 0.6535947712418301% 0.6535947712418301% 0.6535947712418301% \/ 5% 5% 5% 5%\" id=\"el-de1de143-a667-4b00-b7bb-bce24647f45f\">\n<h2 id=\"cluster-sampling\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:-0.1006944444444446% 0;font-family:&quot;Roboto&quot;,&quot;Helvetica Neue&quot;,&quot;Helvetica&quot;,sans-serif;font-size:0.550162em;line-height:1.19;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700; font-style: italic; color: #590d22\">Cluster Sampling<\/span><\/span><\/h2>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:15.04854%;top:53.72168%;width:73.30097%;height:40.61489%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0;border-radius:0.6622516556291391% 0.6622516556291391% 0.6622516556291391% 0.6622516556291391% \/ 0.796812749003984% 0.796812749003984% 0.796812749003984% 0.796812749003984%\" id=\"el-c2078b7b-3ff5-4883-896c-394fc3f0069b\">\n<h3 id=\"dividing-the-population-into-clusters-and-then-randomly-selecting-entire-clusters-for-analysis-it-is-useful-when-its-impractical-to-sample-individuals-separately-providing-a-cost-effective-ap\" class=\"fill text-wrapper\" style=\"white-space:pre-line;overflow-wrap:break-word;word-break:break-word;margin:0.6130794701986759% 0;font-family:&quot;Alegreya&quot;,serif;font-size:0.372168em;line-height:1.2;text-align:left;padding:0;color:#000000\"><span><span style=\"font-weight: 700\">Dividing the population into clusters and then randomly selecting entire clusters for analysis.<\/span><br \/>\n<span style=\"font-weight: 700\">It is useful when it&#8217;s impractical to sample individuals separately, providing a cost-effective approach.<\/span><\/span><\/h3>\n<\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:72.3301%;top:99.51456%;width:19.17476%;height:6.6343%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" id=\"el-cd5dd218-7ae1-4a26-9392-1b1f36716858\"><svg style=\"display:block;position:absolute;top:0;height:100%;width:auto\" viewBox=\"0 0 19 10\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>Arrow<\/title><path d=\"M17.9472 5.38801C18.1615 5.17372 18.1615 4.82628 17.9472 4.61199L14.4552 1.11992C14.2409 0.905633 13.8934 0.905633 13.6791 1.11992C13.4649 1.33421 13.4649 1.68165 13.6791 1.89594L16.7832 5L13.6791 8.10406C13.4649 8.31835 13.4649 8.66579 13.6791 8.88008C13.8934 9.09437 14.2409 9.09437 14.4552 8.88008L17.9472 5.38801ZM0 5.54873H17.5592V4.45127H0V5.54873Z\" fill=\"#3A566E\"><\/path><\/svg><\/div>\n<\/div>\n<div style=\"position:absolute;pointer-events:none;left:11.65049%;top:0;width:80.09709%;height:35.59871%;opacity:1\">\n<div style=\"pointer-events:initial;width:100%;height:100%;display:block;position:absolute;top:0;left:0;z-index:0\" class=\"mask\" id=\"el-63dd9077-f3b0-45d3-b1fb-0663d171dc0b\">\n<div style=\"position:absolute;width:100%;height:100.01952%;left:0%;top:-0.00976%\" data-leaf-element=\"true\"><amp-img layout=\"fill\" src=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-scaled.jpg\" alt=\"Network with pins\" srcSet=\"https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-scaled.jpg 2560w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-2048x1365.jpg 2048w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-1536x1024.jpg 1536w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-1024x683.jpg 1024w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-900x600.jpg 900w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-768x512.jpg 768w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-300x200.jpg 300w,https:\/\/pickl.ai\/blog\/wp-content\/uploads\/2023\/12\/network-with-pins-150x100.jpg 150w\" sizes=\"(min-width: 1024px) 36vh, 80vw\" disable-inline-width=\"true\"><\/amp-img><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><\/amp-story-grid-layer><\/amp-story-page><\/amp-story><\/body><\/html><\/p>\n","protected":false},"excerpt":{"rendered":"With this comprehensive education on sampling techniques and their applications, you can unleash the power of data analytics.\n","protected":false},"author":1,"featured_media":5464,"template":"","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"web_stories_publisher_logo":935,"web_stories_poster":[],"web_stories_products":[],"footnotes":""},"web_story_category":[],"web_story_tag":[],"class_list":["post-5457","web-story","type-web-story","status-publish","has-post-thumbnail"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ 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