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Pengenalan Jupyter Notebook Untuk Data Science (Part 2)

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Cara install Jupyter Notebook dan pengenalannya sudah selesai dibahas di artikel sebelumnya, jika belum dibaca bisa dicek di sini. Pembahasan pada artikel kali ini difokuskan pada Data Analytics dan Data Visualisasi menggunakan Notebook. 

 

Ilmu dari seorang guru, beliau mengatakan, “yang paling penting dari pengolahan data itu memahami datanya.” Memahami data termasuk didalamnya cara pengolahan datanya dari preprocessing sampai menghasilkan sebuah informasi yang impactful. 

 

Sebelum masuk ke step step pengolahan data, lebih dulu berkenalan dengan Library andalan python untuk data science, yaitu Pandas. Di dalam contoh dituliskan pandas dan numpy, namun sebenarnya numpy belum dibutuhkan di dalam artikel kali ini. Penjelasan lebih dalam tentang library tersebut akan dijelaskan terpisah.

 

Kembali ke pembahasan, ada beberapa step dalam pengolahan data. Secara garis besar dirangkum dalam tiga tahap, yaitu data preprocessing, data processing, dan data visualisasi.

 

Step 1: Import Data

 

Pandas merupakan library analisis data, karenanya ia sangat support untuk importing data dan pengolahan data lainnya jadi lebih mudah. Selain excel, import data dalam bentuk csv, txt, dan json. Contoh: pd.read_csv(“direktori/namafile.csv”).

 

Jupyter Notebook

 

Untuk belajar, tersedia banyak data public yang bisa banget untuk dicoba, seperti di kaggle

 

Step 2: Print Data Frame

 

Hal ini bertujuan untuk melihat data yang diimport. Fungsi head() dipakai untuk menampilkan data teratas, jika tidak spesifik maka akan dimunculkan lima data teratas. Namun jika ditulis df.head(10) maka akan muncul sepuluh data teratas.

 

Jupyter Notebook

 

Step 3: Informasi Data

 

Fungsi info() ini digunakan untuk melihat informasi lengkap tentang data yang akan kita olah. Informasi diantaranya adalah total baris, kolom, dan tipe data. 

 

 Jupyter Notebook

 

Ini baru tahapan importing data, belum masuk ke pre-processing. Preprocessing termasuk di dalamnya yaitu filtering, sorting, dan cleansing data. Membentuk data menjadi siap olah untuk menghasilkan informasi yang dicari. 

 

Hal tersebut akan dibahas terpisah di artikel berikutnya. Semoga bermanfaat.

Hubungkan dengan kami

Ikuti refactory

Artikel Populer


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321.674515300472require_once( '/apps/refactory-portal/wp-includes/template-loader.php ).../wp-blog-header.php:19
422.401515386000include( '/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/templates/header-footer.php ).../template-loader.php:106
531.286520705656Elementor\Modules\PageTemplates\Module->print_content( ).../header-footer.php:19
631.286520706032call_user_func:{/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/module.php:207}( $function_name = [0 => class Elementor\Modules\PageTemplates\Module { protected $print_callback = ...; private ${Elementor\Core\Base\Module}reflection = NULL; private ${Elementor\Core\Base\Module}components = [...]; private ${Elementor\Core\Base\Base_Object}settings = NULL }, 1 => 'print_callback'] ).../module.php:207
731.286520706112Elementor\Modules\PageTemplates\Module->print_callback( ).../module.php:207
831.287020706864the_content( $more_link_text = ???, $strip_teaser = ??? ).../module.php:190
931.287120706864apply_filters( $tag = 'the_content', $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../post-template.php:253
1031.287120707264WP_Hook->apply_filters( $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I', $args = [0 => '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I'] ).../plugin.php:212
1131.287520708360Elementor\Frontend->apply_builder_in_content( $content = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../class-wp-hook.php:287
1231.287520708736Elementor\Frontend->get_builder_content( $post_id = 11034, $with_css = ??? ).../frontend.php:898
1331.435320980784Elementor\Core\DocumentTypes\Post->print_elements_with_wrapper( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../frontend.php:984
1431.911821147112Elementor\Core\DocumentTypes\Post->print_elements( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../document.php:933
1537.721623202096Elementor\Element_Section->print_element( ).../document.php:1296
1637.953223311952Elementor\Element_Section->print_content( ).../element-base.php:650
1745.183025706776Elementor\Element_Column->print_element( ).../element-base.php:907
1845.341325808360Elementor\Element_Column->print_content( ).../element-base.php:650
1949.046027767312Elementor\Element_Section->print_element( ).../element-base.php:907
2049.473027877168Elementor\Element_Section->print_content( ).../element-base.php:650
2149.473127878624Elementor\Element_Column->print_element( ).../element-base.php:907
2249.693727980208Elementor\Element_Column->print_content( ).../element-base.php:650
2350.182828108040OneElements\Includes\Widgets\PostGrid\Widget_OneElements_PostGrid->print_element( ).../element-base.php:907
2456.510232990960OneElements\Includes\Widgets\PostGrid\Widget_OneElements_PostGrid->enqueue_scripts( ).../element-base.php:682
2556.510232991336Elementor\Utils::handle_deprecation( $item = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper' ).../element-base.php:152
2656.510232992200_deprecated_file( $file = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper', $message = ??? ).../utils.php:487
2756.510332993272trigger_error( $message = 'jquery-slick is <strong>deprecated</strong> since version 2.7.0! Use Swiper instead.', $error_type = 16384 ).../functions.php:5049

Case Studies


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#TimeMemoryFunctionLocation
10.0001402632{main}( ).../index.php:0
20.0001402904require( '/apps/refactory-portal/wp-blog-header.php ).../index.php:17
321.674515300472require_once( '/apps/refactory-portal/wp-includes/template-loader.php ).../wp-blog-header.php:19
422.401515386000include( '/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/templates/header-footer.php ).../template-loader.php:106
531.286520705656Elementor\Modules\PageTemplates\Module->print_content( ).../header-footer.php:19
631.286520706032call_user_func:{/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/module.php:207}( $function_name = [0 => class Elementor\Modules\PageTemplates\Module { protected $print_callback = ...; private ${Elementor\Core\Base\Module}reflection = NULL; private ${Elementor\Core\Base\Module}components = [...]; private ${Elementor\Core\Base\Base_Object}settings = NULL }, 1 => 'print_callback'] ).../module.php:207
731.286520706112Elementor\Modules\PageTemplates\Module->print_callback( ).../module.php:207
831.287020706864the_content( $more_link_text = ???, $strip_teaser = ??? ).../module.php:190
931.287120706864apply_filters( $tag = 'the_content', $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../post-template.php:253
1031.287120707264WP_Hook->apply_filters( $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I', $args = [0 => '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I'] ).../plugin.php:212
1131.287520708360Elementor\Frontend->apply_builder_in_content( $content = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../class-wp-hook.php:287
1231.287520708736Elementor\Frontend->get_builder_content( $post_id = 11034, $with_css = ??? ).../frontend.php:898
1331.435320980784Elementor\Core\DocumentTypes\Post->print_elements_with_wrapper( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../frontend.php:984
1431.911821147112Elementor\Core\DocumentTypes\Post->print_elements( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../document.php:933
1537.721623202096Elementor\Element_Section->print_element( ).../document.php:1296
1637.953223311952Elementor\Element_Section->print_content( ).../element-base.php:650
1745.183025706776Elementor\Element_Column->print_element( ).../element-base.php:907
1845.341325808360Elementor\Element_Column->print_content( ).../element-base.php:650
1957.330433327968Elementor\Element_Section->print_element( ).../element-base.php:907
2057.464033437824Elementor\Element_Section->print_content( ).../element-base.php:650
2157.464033439280Elementor\Element_Column->print_element( ).../element-base.php:907
2257.677833540864Elementor\Element_Column->print_content( ).../element-base.php:650
2357.956933669184LivemeshAddons\Widgets\LAE_Posts_Carousel_Widget->print_element( ).../element-base.php:907
2460.854434834128LivemeshAddons\Widgets\LAE_Posts_Carousel_Widget->enqueue_scripts( ).../element-base.php:682
2560.854434834128Elementor\Utils::handle_deprecation( $item = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper' ).../element-base.php:152
2660.854534834992_deprecated_file( $file = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper', $message = ??? ).../utils.php:487
2760.854534835312trigger_error( $message = 'jquery-slick is <strong>deprecated</strong> since version 2.7.0! Use Swiper instead.', $error_type = 16384 ).../functions.php:5049

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( ! ) Deprecated: jquery-slick is <strong>deprecated</strong> since version 2.7.0! Use Swiper instead. in /apps/refactory-portal/wp-includes/functions.php on line 5049
Call Stack
#TimeMemoryFunctionLocation
10.0001402632{main}( ).../index.php:0
20.0001402904require( '/apps/refactory-portal/wp-blog-header.php ).../index.php:17
321.674515300472require_once( '/apps/refactory-portal/wp-includes/template-loader.php ).../wp-blog-header.php:19
422.401515386000include( '/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/templates/header-footer.php ).../template-loader.php:106
531.286520705656Elementor\Modules\PageTemplates\Module->print_content( ).../header-footer.php:19
631.286520706032call_user_func:{/apps/refactory-portal/wp-content/plugins/elementor/modules/page-templates/module.php:207}( $function_name = [0 => class Elementor\Modules\PageTemplates\Module { protected $print_callback = ...; private ${Elementor\Core\Base\Module}reflection = NULL; private ${Elementor\Core\Base\Module}components = [...]; private ${Elementor\Core\Base\Base_Object}settings = NULL }, 1 => 'print_callback'] ).../module.php:207
731.286520706112Elementor\Modules\PageTemplates\Module->print_callback( ).../module.php:207
831.287020706864the_content( $more_link_text = ???, $strip_teaser = ??? ).../module.php:190
931.287120706864apply_filters( $tag = 'the_content', $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../post-template.php:253
1031.287120707264WP_Hook->apply_filters( $value = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I', $args = [0 => '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I'] ).../plugin.php:212
1131.287520708360Elementor\Frontend->apply_builder_in_content( $content = '<h2>Post Categories</h2>\t\t\n\t\t\t<a href="https://refactory.id/post/2186-training-gojek-spots/" ><img width="1024" height="672" src="https://refactory.id/wp-content/uploads/2020/01/IMG_5593-2-1024x672.jpg" alt="" loading="lazy" srcset="https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=1024%2C672&amp;ssl=1 1024w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/IMG_5593-2.jpg?resize=300%2C197&amp;ssl=1 300w, https://i1.wp.com/refactory.id/wp-content/uploads/2020/01/I' ).../class-wp-hook.php:287
1231.287520708736Elementor\Frontend->get_builder_content( $post_id = 11034, $with_css = ??? ).../frontend.php:898
1331.435320980784Elementor\Core\DocumentTypes\Post->print_elements_with_wrapper( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../frontend.php:984
1431.911821147112Elementor\Core\DocumentTypes\Post->print_elements( $elements_data = [0 => ['id' => '51d08a4c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 1 => ['id' => '41efd0df', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 2 => ['id' => 'b1fa0fd', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 3 => ['id' => '612f0c2c', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 4 => ['id' => '797ef2', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE], 5 => ['id' => '213e5e37', 'elType' => 'section', 'settings' => [...], 'elements' => [...], 'isInner' => FALSE]] ).../document.php:933
1563.968629961040Elementor\Element_Section->print_element( ).../document.php:1296
1664.151330070896Elementor\Element_Section->print_content( ).../element-base.php:650
1764.151330072352Elementor\Element_Column->print_element( ).../element-base.php:907
1864.205730173936Elementor\Element_Column->print_content( ).../element-base.php:650
1966.090730960016OneElements\Includes\Widgets\PostGrid\Widget_OneElements_PostGrid->print_element( ).../element-base.php:907
2067.646931728448OneElements\Includes\Widgets\PostGrid\Widget_OneElements_PostGrid->enqueue_scripts( ).../element-base.php:682
2167.646931728824Elementor\Utils::handle_deprecation( $item = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper' ).../element-base.php:152
2267.646931729688_deprecated_file( $file = 'jquery-slick', $version = '2.7.0', $replacement = 'Swiper', $message = ??? ).../utils.php:487
2367.646931730008trigger_error( $message = 'jquery-slick is <strong>deprecated</strong> since version 2.7.0! Use Swiper instead.', $error_type = 16384 ).../functions.php:5049
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