{"id":31420,"date":"2023-09-11T03:15:26","date_gmt":"2023-09-11T03:15:26","guid":{"rendered":"https:\/\/www.process.st\/templates\/source-data-verification-checklist\/"},"modified":"2024-03-21T12:42:40","modified_gmt":"2024-03-21T12:42:40","slug":"source-data-verification-checklist","status":"publish","type":"post","link":"https:\/\/www.process.st\/templates\/source-data-verification-checklist\/","title":{"rendered":"Source Data Verification Checklist"},"content":{"rendered":"\n<section id=\"identify-data-source\">\n <h2>Identify data source<\/h2>\n <div class=\"image-content\">\n  <figure>\n   <a href=\"https:\/\/ps-attachments.s3.amazonaws.com\/74e87f52-8347-4d65-8e59-e1d4e399aa81\/jJvKGlLBiHf07LtUvyZIkw.png\" alt=\"Identify data source\" target=\"_blank\" rel=\"noopener\"> <img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ps-attachments.s3.amazonaws.com\/74e87f52-8347-4d65-8e59-e1d4e399aa81\/jJvKGlLBiHf07LtUvyZIkw.png\"> <\/a><!-- No caption -->\n  <\/figure>\n <\/div>\n <div class=\"text-content\">\n  This task involves identifying the source of the data. It is important to determine where the data is coming from to ensure its reliability and accuracy. Consider questions such as: What is the origin of the data? Who is providing the data? Is it coming from an internal or external source? The information obtained during this task will impact the subsequent steps of the process, as it lays the foundation for data verification.\n <\/div>\n <div class=\"text-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Data Source <\/label> <input type=\"text\" placeholder=\"Something will be typed here...\" disabled class=\"form-control\">\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"acquire-initial-data-set\">\n <h2>Acquire initial data set<\/h2>\n <div class=\"text-content\">\n  Acquiring the initial data set is the next step after identifying the data source. This entails gathering the raw data from the identified source and storing it for further analysis. It is important to specify the format in which the data is received, whether it is in physical or digital form. This task sets the stage for subsequent tasks such as data verification, analysis, and reporting.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Data Format <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Physical\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Digital\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n <div class=\"file-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Upload Data File <\/label>\n   <div class=\"file-container\">\n    <button type=\"button\" disabled class=\"btn btn-default\"> <i class=\"fa fa-upload btn-icon\"><\/i> File will be uploaded here <\/button>\n   <\/div>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"verify-the-authenticity-of-the-source\">\n <h2>Verify the authenticity of the source<\/h2>\n <div class=\"text-content\">\n  Verifying the authenticity of the source is crucial to ensure the reliability and trustworthiness of the data. This task involves conducting background checks, reviewing credentials, and assessing the reputation of the data source. It is essential to establish the credibility and integrity of the source before proceeding with further data processing.\n <\/div>\n <div class=\"multi-choice-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Verification Methods <\/label> <select disabled class=\"form-control\"> <option value=\"\">Multiple options can be selected from this list<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Background check\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Credentials review\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Reputation assessment\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      4\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     None\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"distinguish-relevant-from-irrelevant-data\">\n <h2>Distinguish relevant from irrelevant data<\/h2>\n <div class=\"text-content\">\n  Distinguishing relevant from irrelevant data is a critical step in the data verification process. This task involves reviewing the acquired data set and identifying the information that is pertinent to the analysis. Consider the purpose of the data verification and the specific criteria that define relevancy. It is important to ensure that only the necessary data is included for further processing.\n <\/div>\n <div class=\"textarea-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Criteria for Relevance <\/label> <textarea placeholder=\"Something will be typed here...\" rows=\"3\" disabled class=\"form-control\"><\/textarea>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"approval-relevance-of-selected-data\">\n <h2>Approval: Relevance of Selected Data<\/h2>\n <div class=\"approval-content\">\n  <div class=\"header\">\n   <div class=\"list-title\">\n    Will be submitted for approval:\n   <\/div>\n  <\/div>\n  <div class=\"approval-rule-subject-tasks-list\">\n   <ul class=\"list\">\n    <li>\n     <div class=\"approval-rule-subject-tasks-list-item\">\n      <div class=\"item\">\n       <div class=\"container\">\n        <span class=\"title\">Distinguish relevant from irrelevant data<\/span>\n        <div class=\"body\">\n         Will be submitted\n        <\/div>\n       <\/div>\n      <\/div>\n     <\/div><\/li>\n   <\/ul>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"check-consistency-of-the-collected-data\">\n <h2>Check consistency of the collected data<\/h2>\n <div class=\"text-content\">\n  Checking the consistency of the collected data is essential to ensure its accuracy and reliability. This task involves reviewing the data set for any inconsistencies or discrepancies that may arise from errors, duplications, or omissions. Consider various factors such as formatting, unit conversion, and data integrity. This task plays a vital role in maintaining the quality and integrity of the data.\n <\/div>\n <div class=\"multi-select-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Consistency Checks <\/label>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Formatting\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Unit conversion\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Data integrity\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"examine-data-for-completeness\">\n <h2>Examine data for completeness<\/h2>\n <div class=\"text-content\">\n  Examining the data for completeness is crucial to ensure that all necessary information is available. This task involves checking if any required fields or data points are missing. Consider the specific requirements and completeness criteria set for the data. The outcome of this task will determine the reliability and usability of the data for analysis and reporting.\n <\/div>\n <div class=\"multi-select-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Completeness Criteria <\/label>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Required fields\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Data points\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"inspect-for-discrepancies-or-errors\">\n <h2>Inspect for discrepancies or errors<\/h2>\n <div class=\"text-content\">\n  Inspecting the data for discrepancies or errors is an important step in the data verification process. This task involves conducting thorough checks to identify any inconsistencies or mistakes. Consider comparing data points, cross-referencing with other sources, and performing data validation. The goal is to ensure the accuracy and reliability of the data before proceeding further.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Discrepancy Types <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Inconsistencies\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Errors\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"perform-data-quality-check\">\n <h2>Perform Data Quality Check<\/h2>\n <div class=\"text-content\">\n  Performing a data quality check is essential to ensure the integrity, consistency, and reliability of the data. This task involves applying quality control measures to identify and address any potential issues or anomalies. Consider using data profiling techniques, data cleansing, and statistical analysis. The outcome of this task will determine the overall quality of the data for analysis and decision making.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Data Quality Measures <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Data profiling\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Data cleansing\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Statistical analysis\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"approval-data-quality-check\">\n <h2>Approval: Data Quality Check<\/h2>\n <div class=\"approval-content\">\n  <div class=\"header\">\n   <div class=\"list-title\">\n    Will be submitted for approval:\n   <\/div>\n  <\/div>\n  <div class=\"approval-rule-subject-tasks-list\">\n   <ul class=\"list\">\n    <li>\n     <div class=\"approval-rule-subject-tasks-list-item\">\n      <div class=\"item\">\n       <div class=\"container\">\n        <span class=\"title\">Perform Data Quality Check<\/span>\n        <div class=\"body\">\n         Will be submitted\n        <\/div>\n       <\/div>\n      <\/div>\n     <\/div><\/li>\n   <\/ul>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"digitize-physical-data-if-any\">\n <h2>Digitize physical data if any<\/h2>\n <div class=\"text-content\">\n  If there is any physical data involved, it needs to be digitized for further processing and analysis. This task involves converting the physical data into digital format using appropriate tools or methods. Consider scanning, optical character recognition (OCR), or manual entry. The digitization process enables easier handling and analysis of the data.\n <\/div>\n <div class=\"file-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Upload Physical Data <\/label>\n   <div class=\"file-container\">\n    <button type=\"button\" disabled class=\"btn btn-default\"> <i class=\"fa fa-upload btn-icon\"><\/i> File will be uploaded here <\/button>\n   <\/div>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"normalize-data-for-better-analysis\">\n <h2>Normalize data for better analysis<\/h2>\n <div class=\"text-content\">\n  Normalizing the data is crucial to eliminate redundancies, inconsistencies, and anomalies. This task involves standardizing the data format, units, and values to facilitate accurate analysis and comparisons. Consider data normalization techniques such as scaling, transformation, or categorization. The normalized data provides a solid foundation for meaningful analysis and decision making.\n <\/div>\n <div class=\"multi-choice-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Normalization Techniques <\/label> <select disabled class=\"form-control\"> <option value=\"\">Multiple options can be selected from this list<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Scaling\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Transformation\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Categorization\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"organize-data-in-a-structured-format\">\n <h2>Organize data in a structured format<\/h2>\n <div class=\"text-content\">\n  Organizing the data in a structured format improves its accessibility and usability for analysis. This task involves arranging the data into a logical and consistent structure. Consider using tables, spreadsheets, or databases to store and manage the data. The organized data allows for efficient querying, filtering, and visualization during analysis.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Organizational Format <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Table\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Spreadsheet\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Database\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"backup-the-verified-data\">\n <h2>Backup the verified data<\/h2>\n <div class=\"text-content\">\n  Backing up the verified data is crucial to ensure its preservation and prevent data loss. This task involves creating a backup of the data set in a secure location or storage system. Consider using cloud storage, external hard drives, or network servers for backup. The backup provides a safety net in case of any unforeseen data loss incidents.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Backup Location <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Cloud storage\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     External hard drive\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Network server\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"secure-sensitive-data\">\n <h2>Secure sensitive data<\/h2>\n <div class=\"text-content\">\n  Securing sensitive data is of utmost importance to prevent unauthorized access or breaches. This task involves implementing security measures to protect sensitive and confidential information. Consider encryption, access controls, and regular data audits. The security measures ensure data privacy and compliance with relevant regulations or policies.\n <\/div>\n <div class=\"multi-choice-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Security Measures <\/label> <select disabled class=\"form-control\"> <option value=\"\">Multiple options can be selected from this list<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Encryption\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Access controls\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Data audits\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"crossverification-with-a-secondary-source\">\n <h2>Cross-verification with a secondary source<\/h2>\n <div class=\"text-content\">\n  Cross-verifying the data with a secondary source adds an extra layer of validation and reliability to the data. This task involves comparing the acquired data with another trusted or independent source. Consider selecting an appropriate secondary source and performing thorough checks to identify any discrepancies or inconsistencies. The cross-verification helps ensure the accuracy and integrity of the data.\n <\/div>\n <div class=\"select-field-content form-field-content\">\n  <div class=\"form-group\">\n   <label> Secondary Source <\/label> <select disabled class=\"form-control\"> <option value=\"An option will be selected here\">An option will be selected here<\/option> <\/select>\n  <\/div>\n  <ul class=\"items\">\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      1\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Government database\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      2\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Industry reports\n    <\/div><\/li>\n   <li class=\"item\">\n    <div class=\"step-number-container\">\n     <div class=\"step-number\">\n      3\n     <\/div>\n    <\/div>\n    <div class=\"step-checkbox-container\">\n     <div class=\"step-checkbox\"><\/div>\n    <\/div>\n    <div class=\"item-name-static\">\n     Research papers\n    <\/div><\/li>\n  <\/ul>\n <\/div>\n<\/section>\n<section id=\"approval-secondary-source-verification\">\n <h2>Approval: Secondary Source Verification<\/h2>\n <div class=\"approval-content\">\n  <div class=\"header\">\n   <div class=\"list-title\">\n    Will be submitted for approval:\n   <\/div>\n  <\/div>\n  <div class=\"approval-rule-subject-tasks-list\">\n   <ul class=\"list\">\n    <li>\n     <div class=\"approval-rule-subject-tasks-list-item\">\n      <div class=\"item\">\n       <div class=\"container\">\n        <span class=\"title\">Cross-verification with a secondary source<\/span>\n        <div class=\"body\">\n         Will be submitted\n        <\/div>\n       <\/div>\n      <\/div>\n     <\/div><\/li>\n   <\/ul>\n  <\/div>\n <\/div>\n<\/section>\n<section id=\"prepare-data-report\">\n <h2>Prepare data report<\/h2>\n <div class=\"text-content\">\n  Preparing a data report is essential to present the findings, analysis, and insights derived from the verified data. This task involves summarizing the key information, identifying trends or patterns, and visualizing the data in a clear and concise manner. Consider the target audience and their specific information needs. 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