{"id":16548,"date":"2021-10-19T05:47:26","date_gmt":"2021-10-19T05:47:26","guid":{"rendered":"http:\/\/www.bilytica.sa\/?page_id=16548"},"modified":"2021-10-19T05:47:26","modified_gmt":"2021-10-19T05:47:26","slug":"data-quality-management-techniques-for-data-profiling-assessment-and-improvement","status":"publish","type":"page","link":"https:\/\/www.attendancesoftware.pk\/tableau-qlikview-microstrategy-power-bi-cognos-pakistan\/training\/data-quality-management-techniques-for-data-profiling-assessment-and-improvement\/","title":{"rendered":"Data Quality Management: Techniques for Data Profiling, Assessment, and Improvement"},"content":{"rendered":"<section class=\"l-section wpb_row height_medium color_primary\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_middle type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\">[vc_custom_heading source=&#8221;post_title&#8221; font_container=&#8221;tag:h1|text_align:left&#8221; use_theme_fonts=&#8221;yes&#8221;]<\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><div class=\"common-detail-inner\" style=\"margin-top: 5px\">\n<p>Data quality is one of the most difficult challenges for nearly every business, IT organization, and BI program.\u00a0The most common approach to data quality problems is reactive\u2014a process of fixing problems when they are discovered and reported. But reactive data quality methods are not quality management; they are simply quality maintenance\u2014a never-ending cycle of continuously fixing defects but rarely removing the causes. The only proven path to sustainable data quality is through a comprehensive quality management program that includes data profiling, data quality assessment, root cause analysis, data cleansing, and process improvement.<\/p>\n<h2>You Will Learn<\/h2>\n<ul class=\"check\">\n<li>Techniques for column, table, and cross-table data profiling<\/li>\n<li>How to analyze data profiles and find the stories within them<\/li>\n<li>Subjective and objective methods to assess and measure data quality<\/li>\n<li>How to apply OLAP and performance scorecards for data quality management<\/li>\n<li>How to get beyond symptoms and understand the real causes of data quality defects<\/li>\n<li>Data cleansing techniques to effectively remediate existing data quality deficiencies<\/li>\n<li>Process improvement methods to eliminate root causes and prevent future defects<\/li>\n<\/ul>\n<h2>Geared To<\/h2>\n<ul class=\"check\">\n<li>BI, MDM, and data governance program and project managers and\u00a0practitioners; data stewards; data warehouse designers and developers; data quality professionals<\/li>\n<\/ul>\n<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_custom laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\" style=\"--custom-columns:6fr 3fr 3fr \"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2 class=\"text-large\" style=\"text-align: center\"><strong>Technical resources.<\/strong><\/h2>\n<\/div><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-image align_center\"><div class=\"w-image-h\"><img decoding=\"async\" class=\"g-placeholder\" src=\"https:\/\/www.attendancesoftware.pk\/tableau-qlikview-microstrategy-power-bi-cognos-pakistan\/wp-content\/plugins\/us-core\/assets\/images\/placeholder.svg\" width=\"\" height=\"\" alt><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2 style=\"text-align: center\">Harnessing the power of Bilytica Consulting\u00a0Services<\/h2>\n<p style=\"text-align: center\">Seeing and Understanding your data is the key to competitive advantage in this. See why Industry Leaders Trust Bilytica [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in and this was updated on updated on 2026-04-04T05:19:45+00:00 Price is Rs 100  \u00a0  We are one of the best [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Pakistan in Azad Kashmir, Bagh, Bhimber, khuiratta, Kotli, Mangla, Mirpur, Muzaffarabad, Plandri, Rawalakot, Punch, Balochistan, Amir Chah, Bazdar, Bela, Bellpat, Bagh, Burj, Chagai, Chah Sandan, Chakku, Chaman, Chhatr, Dalbandin, Dera BugtiBarcode Shop offer lowest price Face Recognition in cities Dhana Sar, Diwana, Duki, Dushi, Duzab, Gajar, Gandava, Garhi Khairo, Garruck, Ghazluna, Girdan, Gulistan, Gwadar, Gwash, Hab Chauki, Hameedabad, Harnai, Hinglaj, Hoshab, Ispikan, Jhal, Jhal Jhao, Jhatpat, Jiwani, Kalandi, Kalat, Kamararod, Kanak, Kandi, Kanpur, Kapip, KapparWe can deliver Face Recognition in Karodi, Katuri, Kharan, Khuzdar, Kikki, Kohan, Kohlu, Korak, Lahri, Lasbela, Liari, Loralai, Mach, Mand, Manguchar, Mashki Chah, Maslti, Mastung, Mekhtar, Merui, Mianez, Murgha Kibzai, Musa Khel Bazar, Nagha Kalat, Nal, Naseerabad, Nauroz Kalat, Nur Gamma, Nushki, Nuttal, Ormara, Palantuk, Panjgur, Pasni, Piharak, Pishin, Qamruddin Karez, Qila Abdullah, Qila Ladgasht and this was updated on 2026-04-04T05:19:45+00:00     We also deal with\u00a0 [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Qila Safed, Qila Saifullah, Quetta, Rakhni, Robat Thana, Rodkhan, Saindak, Sanjawi, Saruna, Shabaz Kalat, Shahpur, Sharam Jogizai, Shingar, Shorap, Sibi, Sonmiani, Spezand, Spintangi, Sui, Suntsar, Surab, Thalo, Tump, Turbat, Umarao, pirMahal, Uthal, Vitakri, Wadh, Washap, Wasjuk, Yakmach, Zhob, Federally Administered Northern Areas\/FANAWe are already sent Face Recognition to these places \u2013 Astor, Baramula, Hunza, Gilgit, Nagar, Skardu, Shangrila, Shandur, Federally Administered Tribal Areas\/FATA, Bajaur, Hangu, Malakand, Miram Shah, Mohmand, Khyber, Kurram, North Waziristan, South Waziristan, Wana, NWFP, Abbottabad, Ayubia, Adezai, Banda Daud Shah, Bannu, Batagram, Birote, Buner, Chakdara, Charsadda, Chitral, Dargai, Darya Khan, Dera Ismail Khan and this was updated on 2026-04-04T05:19:45+00:00     we are planning to open a branch office of\u00a0 [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Drasan, Drosh, Hangu, Haripur, Kalam, Karak, Khanaspur, Kohat, Kohistan, Lakki Marwat, Latamber, Lower Dir, Madyan, Malakand, Mansehra, Mardan, Mastuj, Mongora, Nowshera, Paharpur, Peshawar, Saidu Sharif, Shangla, Sakesar, Swabi, Swat, Tangi, Tank, Thall, Tordher, Upper Dir, Punjab, Ahmedpur East, Ahmed Nager Chatha, Ali Pur, Arifwala, Attock, Basti Malook, BhagalchurFace Recognition in Bhalwal, Bahawalnagar, Bahawalpur, Bhaipheru, Bhakkar, Burewala, Chailianwala, Chakwal, Chichawatni, Chiniot, Chowk Azam, Chowk Sarwar Shaheed, Daska, Darya Khan, Dera Ghazi Khan, Derawar Fort, Dhaular, Dina City, Dinga, Dipalpur, Faisalabad, Fateh Jang, Gadar, Ghakhar MandiFace Recognition Prices Demands very high in Gujranwala, Gujrat, Gujar Khan, Hafizabad, Haroonabad, Hasilpur, Haveli Lakha, Jampur, Jhang, Jhelum, Kalabagh, Karor Lal Esan, Kasur, Kamalia, Kamokey, Khanewal, Khanpur, Kharian, Khushab, Kot Addu, Jahania, Jalla Araain, Jauharabad, Laar, Lahore, Lalamusa, Layyah, Lodhran, Mamoori, Mandi Bahauddin, Makhdoom Aali, Mandi Warburton, Mailsi, Mian Channu, Minawala, Mianwali, Multan, Murree, Muridke, Muzaffargarh, Narowal, Okara, Renala Khurd, Rajan Pur, Pak Pattan, Panjgur and this was updated on 2026-04-04T05:19:45+00:00     \u00a0[post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in\u00a0 low cost in Pattoki, Pirmahal, Qila Didar Singh, Rabwah, Raiwind, Rajan Pur, Rahim Yar Khan, Rawalpindi, Rohri, Sadiqabad, Safdar Abad \u2013 (Dhaban Singh), Sahiwal, Sangla Hill, Samberial, Sarai Alamgir, Sargodha, Shakargarh, Shafqat Shaheed Chowk, Sheikhupura, Sialkot, Sohawa, Sooianwala, Sundar (city), Talagang, Tarbela, Takhtbai, Taxila, Toba Tek Singh, Vehari, Wah Cantonment, Wazirabad and this was updated on 2026-04-04T05:19:45+00:00  \u00a0[post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Sindh, Ali Bandar, Baden, Chachro, Dadu, Digri, Diplo, Dokri, Gadra, Ghanian, Ghauspur, Ghotki, Hala, Hyderabad, Islamkot, Jacobabad, Jamesabad, Jamshoro, Janghar, Jati (Mughalbhin), Jhudo, Jungshahi, Kandiaro, Karachi, Kashmor, Keti Bandar, Khairpur, Khora, Klupro, Khokhropur, Korangi, Kotri, Kot Sarae, Larkana, Lund, Mathi, Matiari, Mehar, Mirpur Batoro, Mirpur Khas, Mirpur Sakro, Mithi, MithaniThe Barcode Shop deliver high quality Face Recognition in Moro, Nagar Parkar, Naushara, Naudero, Noushero Feroz, Nawabshah, Nazimabad, Naokot, Pendoo, Pokran, Qambar, Qazi Ahmad, Ranipur, Ratodero, Rohri, Saidu Sharif, Sakrand, Sanghar, Shadadkhot, Shahbandar, Shahdadpur, Shahpur Chakar, Shikarpur, Sujawal, Sukkur, Tando Adam, Tando Allahyar, Tando Bago, Tar Ahamd Rind, Thatta, Tujal, Umarkot, Veirwaro, Warah and this was updated on 2026-04-04T05:19:45+00:00 consulting solutions.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-btn-wrapper align_center\"><a class=\"w-btn us-btn-style_1 us_custom_80a192e9\" target=\"_blank\" href=\"http:\/\/bilytica.com\/wp-content\/uploads\/2017\/04\/Bilytica-BI-Data-Offering.pdf\" rel=\"noopener\"><span class=\"w-btn-label\">Download Presentation<\/span><\/a><\/div><\/div><\/div><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-image align_center\"><div class=\"w-image-h\"><img decoding=\"async\" class=\"g-placeholder\" src=\"https:\/\/www.attendancesoftware.pk\/tableau-qlikview-microstrategy-power-bi-cognos-pakistan\/wp-content\/plugins\/us-core\/assets\/images\/placeholder.svg\" width=\"\" height=\"\" alt><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2 style=\"text-align: center\">Best practices for adopting secure, governed self-service\u00a0analytics<\/h2>\n<p style=\"text-align: center\">Find out how Bilytica advanced analytics allows business users and IT to transform the way they used to see their valuable information.<\/p>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-btn-wrapper align_center\"><a class=\"w-btn us-btn-style_1 us_custom_80a192e9\" target=\"_blank\" href=\"http:\/\/bilytica.com\/wp-content\/uploads\/2017\/04\/Bilytica-BI-Data-Offering.pdf\" rel=\"noopener\"><span class=\"w-btn-label\">Download White Paper<\/span><\/a><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><h2 style=\"text-align: center\"><strong>Industry Leaders Trust Bilytica [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in and this was updated on updated on 2026-04-04T05:19:45+00:00 Price is Rs 100  \u00a0  We are one of the best [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Pakistan in Azad Kashmir, Bagh, Bhimber, khuiratta, Kotli, Mangla, Mirpur, Muzaffarabad, Plandri, Rawalakot, Punch, Balochistan, Amir Chah, Bazdar, Bela, Bellpat, Bagh, Burj, Chagai, Chah Sandan, Chakku, Chaman, Chhatr, Dalbandin, Dera BugtiBarcode Shop offer lowest price Face Recognition in cities Dhana Sar, Diwana, Duki, Dushi, Duzab, Gajar, Gandava, Garhi Khairo, Garruck, Ghazluna, Girdan, Gulistan, Gwadar, Gwash, Hab Chauki, Hameedabad, Harnai, Hinglaj, Hoshab, Ispikan, Jhal, Jhal Jhao, Jhatpat, Jiwani, Kalandi, Kalat, Kamararod, Kanak, Kandi, Kanpur, Kapip, KapparWe can deliver Face Recognition in Karodi, Katuri, Kharan, Khuzdar, Kikki, Kohan, Kohlu, Korak, Lahri, Lasbela, Liari, Loralai, Mach, Mand, Manguchar, Mashki Chah, Maslti, Mastung, Mekhtar, Merui, Mianez, Murgha Kibzai, Musa Khel Bazar, Nagha Kalat, Nal, Naseerabad, Nauroz Kalat, Nur Gamma, Nushki, Nuttal, Ormara, Palantuk, Panjgur, Pasni, Piharak, Pishin, Qamruddin Karez, Qila Abdullah, Qila Ladgasht and this was updated on 2026-04-04T05:19:45+00:00     We also deal with\u00a0 [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Qila Safed, Qila Saifullah, Quetta, Rakhni, Robat Thana, Rodkhan, Saindak, Sanjawi, Saruna, Shabaz Kalat, Shahpur, Sharam Jogizai, Shingar, Shorap, Sibi, Sonmiani, Spezand, Spintangi, Sui, Suntsar, Surab, Thalo, Tump, Turbat, Umarao, pirMahal, Uthal, Vitakri, Wadh, Washap, Wasjuk, Yakmach, Zhob, Federally Administered Northern Areas\/FANAWe are already sent Face Recognition to these places \u2013 Astor, Baramula, Hunza, Gilgit, Nagar, Skardu, Shangrila, Shandur, Federally Administered Tribal Areas\/FATA, Bajaur, Hangu, Malakand, Miram Shah, Mohmand, Khyber, Kurram, North Waziristan, South Waziristan, Wana, NWFP, Abbottabad, Ayubia, Adezai, Banda Daud Shah, Bannu, Batagram, Birote, Buner, Chakdara, Charsadda, Chitral, Dargai, Darya Khan, Dera Ismail Khan and this was updated on 2026-04-04T05:19:45+00:00     we are planning to open a branch office of\u00a0 [post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Drasan, Drosh, Hangu, Haripur, Kalam, Karak, Khanaspur, Kohat, Kohistan, Lakki Marwat, Latamber, Lower Dir, Madyan, Malakand, Mansehra, Mardan, Mastuj, Mongora, Nowshera, Paharpur, Peshawar, Saidu Sharif, Shangla, Sakesar, Swabi, Swat, Tangi, Tank, Thall, Tordher, Upper Dir, Punjab, Ahmedpur East, Ahmed Nager Chatha, Ali Pur, Arifwala, Attock, Basti Malook, BhagalchurFace Recognition in Bhalwal, Bahawalnagar, Bahawalpur, Bhaipheru, Bhakkar, Burewala, Chailianwala, Chakwal, Chichawatni, Chiniot, Chowk Azam, Chowk Sarwar Shaheed, Daska, Darya Khan, Dera Ghazi Khan, Derawar Fort, Dhaular, Dina City, Dinga, Dipalpur, Faisalabad, Fateh Jang, Gadar, Ghakhar MandiFace Recognition Prices Demands very high in Gujranwala, Gujrat, Gujar Khan, Hafizabad, Haroonabad, Hasilpur, Haveli Lakha, Jampur, Jhang, Jhelum, Kalabagh, Karor Lal Esan, Kasur, Kamalia, Kamokey, Khanewal, Khanpur, Kharian, Khushab, Kot Addu, Jahania, Jalla Araain, Jauharabad, Laar, Lahore, Lalamusa, Layyah, Lodhran, Mamoori, Mandi Bahauddin, Makhdoom Aali, Mandi Warburton, Mailsi, Mian Channu, Minawala, Mianwali, Multan, Murree, Muridke, Muzaffargarh, Narowal, Okara, Renala Khurd, Rajan Pur, Pak Pattan, Panjgur and this was updated on 2026-04-04T05:19:45+00:00     \u00a0[post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in\u00a0 low cost in Pattoki, Pirmahal, Qila Didar Singh, Rabwah, Raiwind, Rajan Pur, Rahim Yar Khan, Rawalpindi, Rohri, Sadiqabad, Safdar Abad \u2013 (Dhaban Singh), Sahiwal, Sangla Hill, Samberial, Sarai Alamgir, Sargodha, Shakargarh, Shafqat Shaheed Chowk, Sheikhupura, Sialkot, Sohawa, Sooianwala, Sundar (city), Talagang, Tarbela, Takhtbai, Taxila, Toba Tek Singh, Vehari, Wah Cantonment, Wazirabad and this was updated on 2026-04-04T05:19:45+00:00  \u00a0[post field=&#8221;post_title&#8221; default=&#8221;&#8221; before=&#8221;&#8221; after=&#8221;&#8221; post_id=&#8221;&#8221; post_type=&#8221;post&#8221; filter=&#8221;&#8221;] Price in Sindh, Ali Bandar, Baden, Chachro, Dadu, Digri, Diplo, Dokri, Gadra, Ghanian, Ghauspur, Ghotki, Hala, Hyderabad, Islamkot, Jacobabad, Jamesabad, Jamshoro, Janghar, Jati (Mughalbhin), Jhudo, Jungshahi, Kandiaro, Karachi, Kashmor, Keti Bandar, Khairpur, Khora, Klupro, Khokhropur, Korangi, Kotri, Kot Sarae, Larkana, Lund, Mathi, Matiari, Mehar, Mirpur Batoro, Mirpur Khas, Mirpur Sakro, Mithi, MithaniThe Barcode Shop deliver high quality Face Recognition in Moro, Nagar Parkar, Naushara, Naudero, Noushero Feroz, Nawabshah, Nazimabad, Naokot, Pendoo, Pokran, Qambar, Qazi Ahmad, Ranipur, Ratodero, Rohri, Saidu Sharif, Sakrand, Sanghar, Shadadkhot, Shahbandar, Shahdadpur, Shahpur Chakar, Shikarpur, Sujawal, Sukkur, Tando Adam, Tando Allahyar, Tando Bago, Tar Ahamd Rind, Thatta, Tujal, Umarkot, Veirwaro, Warah and this was updated on 2026-04-04T05:19:45+00:00<\/strong><\/h2>\n<\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\">\n<\/div><\/div><div class=\"w-separator size_medium\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row height_small color_primary\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_grid cols_1 laptops-cols_inherit tablets-cols_inherit mobiles-cols_1 valign_top type_default stacking_default\"><div class=\"wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"w-actionbox color_primary controls_bottom\"><div class=\"w-actionbox-text\"><h1 class=\"w-actionbox-title\">Put the most powerful analytics platform to work for your business.<\/h1><\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-popup w-btn-wrapper align_center\"><button class=\"w-popup-trigger type_btn w-btn us-btn-style_1\"><span class=\"w-btn-label\">CONTACT US<\/span><\/button><div class=\"w-popup-overlay\" style=\"background:rgba(0,0,0,0.85);\"><\/div><div class=\"w-popup-wrap\" style=\"--title-color:var(--color-content-heading);--title-bg-color:var(--color-content-bg-alt);--content-color:var(--color-content-text);--content-bg-color:var(--color-content-bg)\"><div class=\"w-popup-box animation_fadeIn closerpos_outside with_title\" style=\"width:600px;\"><div class=\"w-popup-box-h\"><div class=\"w-popup-box-title\">Contact Us<\/div><div class=\"w-popup-box-content\" style=\"padding:40px;\"><div class=\"wpcf7 no-js\" 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