{"id":47496,"date":"2021-10-04T16:17:29","date_gmt":"2021-10-04T14:17:29","guid":{"rendered":"https:\/\/www.searchit-enterprise-search.com\/unkategorisiert\/dirty-data-and-how-to-clean-it\/"},"modified":"2024-07-05T12:51:54","modified_gmt":"2024-07-05T10:51:54","slug":"dirty-data-and-how-to-clean-it","status":"publish","type":"post","link":"https:\/\/www.searchit-enterprise-search.com\/en\/short-blog-updates\/dirty-data-and-how-to-clean-it\/","title":{"rendered":"What is &#8220;dirty data&#8221; and how can you tackle it?"},"content":{"rendered":"<p>[et_pb_section bb_built=&#8221;1&#8243; fullwidth=&#8221;on&#8221; custom_padding_last_edited=&#8221;on|desktop&#8221; _builder_version=&#8221;3.22&#8243; use_background_color_gradient=&#8221;on&#8221; background_color_gradient_start=&#8221;#004cbe&#8221; background_color_gradient_end=&#8221;#001b47&#8243; background_color_gradient_type=&#8221;radial&#8221; background_color_gradient_direction_radial=&#8221;bottom left&#8221; background_color_gradient_start_position=&#8221;50%&#8221; 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next_background_color=&#8221;#ffffff&#8221;][et_pb_row _builder_version=&#8221;3.25&#8243; background_color=&#8221;#ececec&#8221; width=&#8221;60%&#8221; max_width=&#8221;60%&#8221; module_alignment=&#8221;center&#8221; use_custom_width=&#8221;on&#8221; width_unit=&#8221;off&#8221; custom_width_percent=&#8221;60%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.0.47&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_text admin_label=&#8221;Teaser&#8221; _builder_version=&#8221;4.10.8&#8243; text_font_size=&#8221;18px&#8221; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;500&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ul_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ol_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ol_text_shadow_vertical_length_tablet=&#8221;0px&#8221; ol_text_shadow_blur_strength_tablet=&#8221;1px&#8221; quote_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; quote_text_shadow_vertical_length_tablet=&#8221;0px&#8221; quote_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_2_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_2_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_2_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_3_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_3_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_3_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_4_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<blockquote>\n<p><em>The concept of &#8220;dirty data&#8221; and the way to approach it can be daunting. Because &#8220;dirty data&#8221; is a problem that burdens data-driven companies of all sizes and industries on a daily basis. The time and energy it takes to extract actionable insights from disjointed data leads to inefficient ad hoc analysis and declining trust in corporate data. In our short blog update, we&#8217;ll show you five simple tips on how to say goodbye to dirty data.  <\/em><\/p>\n<\/blockquote>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=&#8221;1_2,1_2&#8243; _builder_version=&#8221;3.25&#8243; width=&#8221;60%&#8221; max_width=&#8221;60%&#8221; module_alignment=&#8221;center&#8221; custom_margin=&#8221;20px|||&#8221; custom_margin_last_edited=&#8221;off|desktop&#8221; use_custom_width=&#8221;on&#8221; width_unit=&#8221;off&#8221; custom_width_percent=&#8221;60%&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_2&#8243; _builder_version=&#8221;3.0.47&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_post_title admin_label=&#8221;Beitragsmeta&#8221; title=&#8221;Off&#8221; comments=&#8221;off&#8221; featured_image=&#8221;off&#8221; _builder_version=&#8221;4.9.4&#8243; title_font=&#8221;|300|||||||&#8221; meta_font=&#8221;|300|||||||&#8221; 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_builder_version=&#8221;4.10.8&#8243; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;500&#8243; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_image][et_pb_text _builder_version=&#8221;4.10.8&#8243; vertical_offset_tablet=&#8221;0&#8243; horizontal_offset_tablet=&#8221;0&#8243; z_index_tablet=&#8221;500&#8243; text_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; text_text_shadow_vertical_length_tablet=&#8221;0px&#8221; text_text_shadow_blur_strength_tablet=&#8221;1px&#8221; link_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; link_text_shadow_vertical_length_tablet=&#8221;0px&#8221; link_text_shadow_blur_strength_tablet=&#8221;1px&#8221; ul_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; ul_text_shadow_vertical_length_tablet=&#8221;0px&#8221; 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header_4_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_4_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_5_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_5_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_5_text_shadow_blur_strength_tablet=&#8221;1px&#8221; header_6_text_shadow_horizontal_length_tablet=&#8221;0px&#8221; header_6_text_shadow_vertical_length_tablet=&#8221;0px&#8221; header_6_text_shadow_blur_strength_tablet=&#8221;1px&#8221; box_shadow_horizontal_tablet=&#8221;0px&#8221; box_shadow_vertical_tablet=&#8221;0px&#8221; box_shadow_blur_tablet=&#8221;40px&#8221; box_shadow_spread_tablet=&#8221;0px&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2> <\/h2>\n<h2>What is &#8220;dirty data&#8221; and how can you tackle it?<\/h2>\n<p>The term &#8220;dirty data&#8221; refers to data that contains erroneous information. In general, a distinction can be made between five types of &#8220;dirty data&#8221;:<\/p>\n<ul>\n<li>Incomplete data<\/li>\n<li>Duplicate data<\/li>\n<li>Incorrect data<\/li>\n<li>Inaccurate data<\/li>\n<li>Inconsistent data<\/li>\n<\/ul>\n<p>The reasons for the emergence of the phenomenon of &#8220;dirty data&#8221; are manifold &#8211; among other things, it is due to incorrect data entry or improper methods in data management and data storage. Regardless of the cause, &#8220;dirty data&#8221; costs companies millions of dollars every year. 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