مشروع تحليل بيانات مبيعات - بإستخدام Microsoft Fabric and Power BI

Ali

مشروع كامل لتحليل بيانات مبيعات

الهدف من التحليل

يهدف تحليل بيانات المعاملات إلى الحصول على تحليلات مهمة حول سلوك العملاء، وشعبية المنتجات، وأنماط المبيعات، وكفاءة العمليات. كما يهدف إلى تحسين إدارة المخزون، وتحسين عمليات اتخاذ القرار، وإيجاد فرص البيع.

المتطلبات:

جمع البيانات، وتنقيتها، وإعدادها

تحليل أنماط المبيعات الشهرية واليومية .

تحديد الأيام والأوقات ذات الأداء العالي.

تطوير تقارير عروض جذابة.

إنشاء لوحة معلومات تفاعلية.

مصدر البيانات

مستودع مافن انلتكس للبيانات

عدد السجلات المستخدمة هي 149,116 سجل

تم جلب البيانات من GitHub repository بواسطة Microsoft Fabric Data Factory لنقل البيانات الي الفابرك

تهيئة البيانات بإستخدام Notebook

جلب جدول Shop Sales و معالجة نوع بيانات الحقول و حفظ الجدول في Silver Lakehouse

إضافة حقل جديد لتصنف العمليات حسب قيمة الطلبية Grade Class و من ثم حفظ البيانات في Silver Lakehouse

جلب جدول Product Type من Bronze Lakehouse الي Silver Lakehouse

جلب جدول Products من Bronze Lakehouse الي Silver Lakehouse

جلب جدول Stores من Bronze Lakehouse الي Silver Lakehouse

تصميم Gold Layer في Data Warehouse و إنشاء الجداول

تصميم Semantic Model في شكل Star Schema

تصميم التقرير براسطة Microsoft Power BI

تعديل المقال

الأقسام Fabric

بواسطة : Ali

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'contactFormEmailMsg': '\u0628\u0631\u064a\u062f \u0625\u0644\u0643\u062a\u0631\u0648\u0646\u064a', 'contactFormMessageMsg': '\u0631\u0633\u0627\u0644\u0629', 'contactFormSendMsg': '\u0625\u0631\u0633\u0627\u0644', 'contactFormToken': 'AOuZoY7gu11eR9P9JQ2XQMD5lSn3yVzuIg:1746434086589', 'submitUrl': 'https://www.blogger.com/contact-form.do'}, 'displayModeFull')); _WidgetManager._RegisterWidget('_BlogView', new _WidgetInfo('Blog1', 'Tempnec', document.getElementById('Blog1'), {'cmtInteractionsEnabled': false, 'lightboxEnabled': true, 'lightboxModuleUrl': 'https://www.blogger.com/static/v1/jsbin/268209125-lbx__ar.js', 'lightboxCssUrl': 'https://www.blogger.com/static/v1/v-css/3681588378-lightbox_bundle_rtl.css'}, 'displayModeFull')); _WidgetManager._RegisterWidget('_HTMLView', new _WidgetInfo('HTML5', 'sidepar', document.getElementById('HTML5'), {}, 'displayModeFull')); _WidgetManager._RegisterWidget('_PopularPostsView', new _WidgetInfo('PopularPosts1', 'sidepar', document.getElementById('PopularPosts1'), {}, 'displayModeFull')); _WidgetManager._RegisterWidget('_LabelView', new _WidgetInfo('Label1', 'sidepar', document.getElementById('Label1'), {}, 'displayModeFull')); _WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList4', 'sidepar', document.getElementById('LinkList4'), {}, 'displayModeFull')); _WidgetManager._RegisterWidget('_LinkListView', new _WidgetInfo('LinkList2', 'footer-social', document.getElementById('LinkList2'), {}, 'displayModeFull'));