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	<title>e-ticaret &#8211; Ana Sayfa</title>
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		<title>E-Ticaret Veri Analizi</title>
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		<pubDate>Wed, 31 May 2023 12:40:46 +0000</pubDate>
				<category><![CDATA[Projeler]]></category>
		<category><![CDATA[data analysis]]></category>
		<category><![CDATA[e-ticaret]]></category>
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					<description><![CDATA[E-Ticaret verilerini kullanarak yaptığım bu analizde SQL, Excel ve Power BI kullandım. Analizimin detayları gönderide yer almaktadır.]]></description>
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<p></p>



<p>E-Ticaret verilerini kullanarak yaptığım bu analizde SQL, Excel ve Power BI kullandım. Analizimin detayları aşağıda yer almaktadır. </p>
</div><figure class="wp-block-media-text__media"><img decoding="async" width="1000" height="659" src="https://musayaman.com.tr/wp-content/uploads/2023/05/e-ticaret-nedir.jpg" alt="" class="wp-image-71 size-full" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/e-ticaret-nedir.jpg 1000w, https://musayaman.com.tr/wp-content/uploads/2023/05/e-ticaret-nedir-300x198.jpg 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/e-ticaret-nedir-768x506.jpg 768w, https://musayaman.com.tr/wp-content/uploads/2023/05/e-ticaret-nedir-91x60.jpg 91w" sizes="(max-width: 1000px) 100vw, 1000px" /></figure></div>



<p><strong>Sipariş Detayı Tablosu</strong></p>



<div class="wp-block-file"><a id="wp-block-file--media-83f8f877-a1ff-4a5c-8681-16cd6a55be61" href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-detayi-1.xls">siparis-detayi-1</a><a href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-detayi-1.xls" class="wp-block-file__button wp-element-button" download aria-describedby="wp-block-file--media-83f8f877-a1ff-4a5c-8681-16cd6a55be61">İndir</a></div>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-6.png" alt="" class="wp-image-83" width="491" height="302" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image-6.png 765w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-6-300x185.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-6-97x60.png 97w" sizes="(max-width: 491px) 100vw, 491px" /></figure>



<p><strong>Sipariş Listesi</strong></p>



<div class="wp-block-file"><a id="wp-block-file--media-80a92783-7000-4d5f-8bdb-09f38c04397b" href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-listesi-1.xls">siparis-listesi-1</a><a href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-listesi-1.xls" class="wp-block-file__button wp-element-button" download aria-describedby="wp-block-file--media-80a92783-7000-4d5f-8bdb-09f38c04397b">İndir</a></div>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/E2.png" alt="" class="wp-image-62" width="497" height="238" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/E2.png 643w, https://musayaman.com.tr/wp-content/uploads/2023/05/E2-300x144.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/E2-125x60.png 125w" sizes="(max-width: 497px) 100vw, 497px" /></figure>



<p><strong>Sipariş Hedefi</strong></p>



<div class="wp-block-file"><a id="wp-block-file--media-26fb3a3d-8910-484d-a95c-4efcec60636c" href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-hedefi-1.xlsx">siparis-hedefi-1</a><a href="https://musayaman.com.tr/wp-content/uploads/2023/05/siparis-hedefi-1.xlsx" class="wp-block-file__button wp-element-button" download aria-describedby="wp-block-file--media-26fb3a3d-8910-484d-a95c-4efcec60636c">İndir</a></div>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/E3.png" alt="" class="wp-image-63" width="333" height="223" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/E3.png 395w, https://musayaman.com.tr/wp-content/uploads/2023/05/E3-300x201.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/E3-89x60.png 89w" sizes="(max-width: 333px) 100vw, 333px" /></figure>



<p>Analizimizin en önemli adımından biri olan SQL sorgumuza aşağıdan ulaşabilirsiniz. </p>



<p>&#8212;-tablolarımıza bakalım<br>select * from dbo.siparis_detayi<br>select * from dbo.siparis_hedefi<br>select * from dbo.siparis_listesi</p>



<p>&#8212;&#8211;siparis_hedefi tablomuzdaki Target kolonunun veri tipini değiştirdik</p>



<p>alter table siparis_hedefi<br>alter column Target float</p>



<p>&#8212;-Kategorilerine göre Toplam Sipariş Hedefi, Toplam Fiyat Tutarı ve Toplam Ürün Miktarlarını karşılaştıralım<br>select H.Category,sum(H.Target) as &#8216;Toplam Sipariş Hedefi&#8217;,sum(D.Amount) AS &#8216;Toplam Fiyat Tutarı&#8217;, sum(D.Quantity) AS &#8216;Toplam Ürün Miktarı&#8217;<br>from dbo.siparis_hedefi H<br>join siparis_detayi D on D.Category=H.Category<br>group by H.Category<br>order by sum(H.Target)</p>



<figure class="wp-block-image size-full"><img decoding="async" loading="lazy" width="775" height="96" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image.png" alt="" class="wp-image-64" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image.png 775w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-300x37.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-768x96.png 768w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-484x60.png 484w" sizes="(max-width: 775px) 100vw, 775px" /></figure>



<p>&#8212;-Şehirlere göre toplam müşteri sayısı ve şehirlerin yaptığı kârı listeleyelim<br>select L.City,Count(L.CustomerName) As &#8216;Toplam Müşteri Sayısı&#8217;, sum(D.Amount) &#8216;Toplam Fiyat Tutarı&#8217;,sum(D.Profit) as &#8216;Toplam Kâr&#8217;<br>from dbo.siparis_listesi L<br>join siparis_detayi D on D.[Order ID]=L.[Order ID]<br>group by L.City<br>order by &#8216;Toplam Kâr&#8217; desc</p>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-1.png" alt="" class="wp-image-65" width="463" height="430" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image-1.png 647w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-1-300x278.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-1-65x60.png 65w" sizes="(max-width: 463px) 100vw, 463px" /></figure>



<p>&#8212;&#8212;En çok harcama yapan ilk 10 müşteriyi listeleyelim<br>select Top 10 L.[Order ID],L.State,L.CustomerName,sum(D.Amount) &#8216;Toplam Fiyat Tutarı&#8217;<br>from dbo.siparis_listesi L<br>join dbo.siparis_detayi D on D.[Order ID] = L.[Order ID]<br>group by L.CustomerName,L.State, L.CustomerName,L.[Order ID]<br>order by &#8216;Toplam Fiyat Tutarı&#8217; desc</p>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-2.png" alt="" class="wp-image-66" width="484" height="233" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image-2.png 546w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-2-300x145.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-2-125x60.png 125w" sizes="(max-width: 484px) 100vw, 484px" /></figure>



<p>&#8212;En fazla ürün alınan alt-kategorileri listele<br>select [Sub-Category] As &#8216;Alt Kategori&#8217;,sum(Quantity)&#8217;Toplam Ürün Miktarı&#8217;,sum(Amount) &#8216;Toplam Fiyat Tutarı&#8217;, sum(Profit) As &#8216;Toplam Kâr&#8217;<br>from dbo.siparis_detayi<br>group by [Sub-Category]<br>order by &#8216;Toplam Kâr&#8217; desc</p>



<figure class="wp-block-image size-full is-resized"><img decoding="async" loading="lazy" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-3.png" alt="" class="wp-image-67" width="492" height="343" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image-3.png 617w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-3-300x209.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-3-86x60.png 86w" sizes="(max-width: 492px) 100vw, 492px" /></figure>



<p>&#8212;Ürünlerden toplam yapılan kârı listeleyelim<br>select sum(Profit) AS &#8216;Toplam Kâr&#8217;<br>from dbo.siparis_detayi</p>



<figure class="wp-block-image size-full"><img decoding="async" loading="lazy" width="182" height="50" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-4.png" alt="" class="wp-image-68"/></figure>



<p>Yukarıdaki tablolara ulaşmak için aşağıdaki dosyayı indirebilirsiniz.</p>



<div class="wp-block-file"><a id="wp-block-file--media-416c214f-62e7-451f-87dd-4c10baf82f5b" href="https://musayaman.com.tr/wp-content/uploads/2023/05/E_ticaret-1.xlsx">E_ticaret-1</a><a href="https://musayaman.com.tr/wp-content/uploads/2023/05/E_ticaret-1.xlsx" class="wp-block-file__button wp-element-button" download aria-describedby="wp-block-file--media-416c214f-62e7-451f-87dd-4c10baf82f5b">İndir</a></div>



<p>SQL sorgumuzu yapıp ve tablolarımızı oluşturduktan sonra verilerimizi görselleştirebiliriz.</p>



<figure class="wp-block-image size-large"><img decoding="async" loading="lazy" width="1024" height="579" src="https://musayaman.com.tr/wp-content/uploads/2023/05/image-5-1024x579.png" alt="" class="wp-image-69" srcset="https://musayaman.com.tr/wp-content/uploads/2023/05/image-5-1024x579.png 1024w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-5-300x170.png 300w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-5-768x434.png 768w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-5-106x60.png 106w, https://musayaman.com.tr/wp-content/uploads/2023/05/image-5.png 1125w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure>
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