{"id":679,"date":"2025-07-15T04:50:11","date_gmt":"2025-07-15T04:50:11","guid":{"rendered":"https:\/\/talentaskill.com\/blog\/?p=679"},"modified":"2025-07-15T04:50:13","modified_gmt":"2025-07-15T04:50:13","slug":"memahami-descriptive-analytics","status":"publish","type":"post","link":"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/","title":{"rendered":"Memahami Descriptive Analytics"},"content":{"rendered":"\n<p>Sekarang ini, di zaman serba digital, data itu udah kayak harta\u2014berharga banget dan nggak bisa dianggap remeh.Setiap aktivitas yang kita lakukan \u2014 mulai dari belanja online, menggunakan media sosial, hingga menonton video di platform streaming \u2014 menghasilkan data. Namun, data mentah saja tidak cukup. Kita perlu ngerti dan ngolah data itu dulu, biar bisa jadi informasi yang benar-benar berguna dan nggak cuma numpuk doang.Di sinilah <strong>descriptive analytics<\/strong> berperan penting.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Apa_Itu_Descriptive_Analytics\" >Apa Itu Descriptive Analytics?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Mengapa_Descriptive_Analytics_Penting\" >Mengapa Descriptive Analytics Penting?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Alat_dan_Teknik_dalam_Descriptive_Analytics\" >Alat dan Teknik dalam Descriptive Analytics<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#1_Pengumpulan_Data\" >1. Pengumpulan Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#2_Penyusunan_dan_Pembersihan_Data\" >2. Penyusunan dan Pembersihan Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#3_Visualisasi_Data\" >3. Visualisasi Data<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#4_Laporan_dan_Insight\" >4. Laporan dan Insight<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Contoh_Penerapan_Descriptive_Analytics_di_Dunia_Nyata\" >Contoh Penerapan Descriptive Analytics di Dunia Nyata<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Bisnis_dan_E-Commerce\" >Bisnis dan E-Commerce<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Kesehatan\" >Kesehatan<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Pendidikan\" >Pendidikan<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Keterbatasan_Descriptive_Analytics\" >Keterbatasan Descriptive Analytics<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/#Kesimpulan\" >Kesimpulan<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Apa_Itu_Descriptive_Analytics\"><\/span><strong>Apa Itu Descriptive Analytics?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-1024x683.jpg\" alt=\"Memahami Descriptive Analytics\" class=\"wp-image-626\" srcset=\"https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-1024x683.jpg 1024w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-300x200.jpg 300w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-768x512.jpg 768w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-1536x1024.jpg 1536w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-2048x1365.jpg 2048w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-450x300.jpg 450w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-780x520.jpg 780w, https:\/\/talentaskill.com\/blog\/wp-content\/uploads\/2025\/07\/skeptical-bored-young-asian-woman-uninterested-event-looking-away-thoughtful-tired-facepalm-from-boredom-unimpressed-gloomy-standing-white-wall-1600x1067.jpg 1600w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Descriptive analytics adalah jenis analisis data yang bertujuan untuk menjelaskan <em>apa yang telah terjadi<\/em> dalam suatu periode waktu tertentu. Dengan kata lain, descriptive analytics membantu kita untuk melihat ke belakang, mempelajari tren, dan memahami pola berdasarkan data historis.<\/p>\n\n\n\n<p>Misalnya, dalam dunia bisnis, descriptive analytics bisa digunakan untuk mengetahui:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Berapa banyak produk yang terjual bulan lalu?<\/li>\n\n\n\n<li>Siapa pelanggan dengan pembelian terbanyak?<\/li>\n\n\n\n<li>Produk mana yang paling populer selama tiga bulan terakhir?<\/li>\n<\/ul>\n\n\n\n<p>Analisis ini menjadi fondasi dalam proses pengambilan keputusan. Tanpa pemahaman yang jelas tentang masa lalu, akan sulit untuk merencanakan masa depan.<\/p>\n\n\n\n<p class=\"has-text-align-center has-cyan-bluish-gray-background-color has-background has-medium-font-size\">Baca juga: <a href=\"https:\/\/talentaskill.com\/blog\/sertifikasi-data-analyst\/\">Sertifikasi Data Analyst<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Mengapa_Descriptive_Analytics_Penting\"><\/span><strong>Mengapa Descriptive Analytics Penting?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Descriptive analytics bukan hanya soal angka dan grafik. Ini adalah tentang memahami cerita di balik data. Dengan melihat laporan dan ringkasan data, individu maupun organisasi bisa:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mengevaluasi kinerja<\/li>\n\n\n\n<li>Mengidentifikasi area yang perlu perbaikan<\/li>\n\n\n\n<li>Merayakan keberhasilan yang sudah dicapai<\/li>\n\n\n\n<li>Menyusun strategi berdasarkan fakta, bukan asumsi<\/li>\n<\/ul>\n\n\n\n<p>Bayangkan kamu memiliki toko online. Dengan descriptive analytics, kamu bisa tahu kapan traffic ke toko meningkat, produk mana yang paling diminati, dan bagaimana perilaku pelanggan selama kampanye promosi. Semua informasi ini bisa menjadi dasar untuk perbaikan dan pertumbuhan bisnis.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Alat_dan_Teknik_dalam_Descriptive_Analytics\"><\/span><strong>Alat dan Teknik dalam Descriptive Analytics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Sebelum masuk ke bagian lebih teknis, penting untuk dipahami bahwa descriptive analytics tidak selalu membutuhkan software canggih. Bahkan spreadsheet sederhana seperti Excel sudah bisa digunakan untuk melakukan analisis deskriptif dasar. Namun, untuk skala data yang lebih besar, berbagai alat analisis seperti Google Data Studio, Tableau, Power BI, hingga SQL sangat berguna.<\/p>\n\n\n\n<p>Berikut adalah beberapa elemen penting dalam descriptive analytics:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1_Pengumpulan_Data\"><\/span><strong>1. Pengumpulan Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Langkah pertama tentu saja adalah mengumpulkan data. Ini bisa berupa data penjualan, data pelanggan, atau bahkan data interaksi pengguna di situs web. Semakin akurat dan lengkap datanya, semakin baik hasil analisis yang didapatkan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2_Penyusunan_dan_Pembersihan_Data\"><\/span><strong>2. Penyusunan dan Pembersihan Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Data mentah sering kali berantakan. Ada duplikasi, data kosong, atau format yang tidak konsisten. Pembersihan data sangat penting agar hasil analisis tidak menyesatkan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3_Visualisasi_Data\"><\/span><strong>3. Visualisasi Data<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Setelah data dibersihkan dan diolah, langkah selanjutnya adalah membuat visualisasi seperti grafik batang, pie chart, dan diagram garis. Visualisasi ini membantu kita untuk lebih mudah memahami tren dan pola dalam data.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"4_Laporan_dan_Insight\"><\/span><strong>4. Laporan dan Insight<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Hasil akhirnya adalah laporan yang berisi ringkasan data, insight penting, dan rekomendasi. Laporan ini bisa dibagikan ke tim atau pemangku kepentingan untuk dijadikan bahan pertimbangan dalam mengambil keputusan.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Contoh_Penerapan_Descriptive_Analytics_di_Dunia_Nyata\"><\/span><strong>Contoh Penerapan Descriptive Analytics di Dunia Nyata<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Descriptive analytics digunakan di berbagai bidang. Berikut beberapa contohnya:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Bisnis_dan_E-Commerce\"><\/span><strong>Bisnis dan E-Commerce<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Perusahaan menggunakan analisis ini untuk memonitor performa penjualan, efektivitas kampanye pemasaran, dan tingkat kepuasan pelanggan. Ini ngebantu mereka buat tetap unggul dan cepat tanggap sama apa yang dibutuhin pasien atau pasar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kesehatan\"><\/span><strong>Kesehatan<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Rumah sakit dan klinik biasanya pakai descriptive analytics buat ngecek berapa banyak pasien yang datang, penyakit apa yang paling sering muncul, sampai seberapa efektif pengobatannya.Data ini sangat penting untuk perencanaan layanan kesehatan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Pendidikan\"><\/span><strong>Pendidikan<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Institusi pendidikan bisa menganalisis data kehadiran, nilai ujian, dan partisipasi siswa untuk memahami dinamika belajar-mengajar dan meningkatkan kualitas pendidikan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Keterbatasan_Descriptive_Analytics\"><\/span><strong>Keterbatasan Descriptive Analytics<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Meskipun powerful, descriptive analytics memiliki keterbatasan. Ia hanya menjawab pertanyaan &#8220;apa yang terjadi?&#8221;, tapi tidak menjelaskan &#8220;mengapa itu terjadi&#8221; atau &#8220;apa yang mungkin terjadi di masa depan&#8221;. Untuk menjawab pertanyaan tersebut, kita membutuhkan analisis lanjutan seperti <em>diagnostic analytics<\/em>, <em>predictive analytics<\/em>, dan <em>prescriptive analytics<\/em>.<\/p>\n\n\n\n<p>Namun, jangan remehkan kekuatannya. Sebagai langkah awal, descriptive analytics adalah fondasi yang sangat penting dalam membangun budaya berbasis data.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Kesimpulan\"><\/span><strong>Kesimpulan<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Memahami descriptive analytics berarti memahami cara membaca masa lalu untuk mempersiapkan masa depan. Ini bukan hanya tugas analis data atau tim IT \u2014 siapa pun yang ingin membuat keputusan yang lebih baik, baik dalam bisnis maupun kehidupan pribadi, bisa mendapatkan manfaat dari pendekatan ini.<\/p>\n\n\n\n<p>Ingatlah, data tidak pernah bohong. Tapi data yang tidak dianalisis juga tidak akan bicara. Maka dari itu, mari kita mulai membangun kebiasaan untuk membaca dan memahami data dengan lebih cerdas. Karena dari sanalah, perubahan positif bisa dimulai.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sekarang ini, di zaman serba digital, data itu udah kayak harta\u2014berharga banget dan nggak bisa dianggap remeh.Setiap aktivitas yang kita lakukan \u2014 mulai dari belanja online, menggunakan media sosial, hingga menonton video di platform streaming \u2014 menghasilkan data. Namun, data mentah saja tidak cukup. Kita perlu ngerti dan ngolah data itu dulu, biar bisa jadi [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":680,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[20],"tags":[154],"class_list":{"0":"post-679","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-analyst","8":"tag-memahami-descriptive-analytics"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Memahami Descriptive Analytics - Memberdayakan Talenta Digital<\/title>\n<meta name=\"description\" content=\"Yuk kenalan dengan memahami Descriptive Analytics dan lihat gimana data bisa kasih gambaran jelas soal apa yang sebenarnya terjadi!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/talentaskill.com\/blog\/memahami-descriptive-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Memahami Descriptive Analytics - 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