Function reference
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check_duplicate() - Checks for duplicated values in columns
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check_duration() - Check if duration is outside of a range
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check_fcs() - FCS component checks
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check_logical() - Check a logical test
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check_logical_with_list() - Check several logical test
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check_others() - Generate a log for other follow up questions
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check_others_checks() - Check if the input passed to the check_others function is correct
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check_outliers() - check outliers over the dataset
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check_percentage_missing() - Check the percentages of missing value
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check_pii() - Checks for potential PII
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check_soft_duplicates() - Checks for survey similarities - Soft Duplicates
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check_value() - Check for value(s) in the dataset
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create_audit_list() - Read all audit files from a zip
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create_clean_data() - implement cleaning log on raw data set.
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create_cleaning_log() - Generates cleaning log
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create_col_range() - Generate excel range to be used for the data validation formula in excel
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create_combined_log() - Merging the cleaning logs
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create_duration_from_audit_sum_all() - Calculate duration from audit summing all time
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create_duration_from_audit_with_start_end() - Calculate duration from audit between 2 questions
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create_formated_wb() - Creates formatted workbook with openxlsx
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create_formatted_choices() - Format and filter Choices for 'select_one' Questions
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create_logic_for_other() - Create logical checks for "other" values.
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create_validation_list() - Create a Validation List for Data Entry
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create_xlsx_cleaning_log() - Creates formatted excel for cleaning log
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review_cleaning() - Review cleaning logs
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review_cleaning_log() - check cleaning log
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review_others() - Review discrepancy between kobo relevancies and the dataset.
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review_sample_frame_with_dataset() - Compares the sample frame with the clean data
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cleaningtools_analysis_by_group - Analysis by population group
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cleaningtools_choices - Choices tab of kobo tool
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cleaningtools_clean_data - Clean data
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cleaningtools_cleaning_log - Cleaning log
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cleaningtools_food_consumption_df - Dataset with food consumption, household hunger Score component
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cleaningtools_overall_analysis - Nation/all population level analysis.
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cleaningtools_raw_data - Raw data
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cleaningtools_sample_frame - Sample frame
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cleaningtools_survey - Survey tab of kobo tool
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add_duration() - add_duration
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add_duration_from_audit() - Adds duration from the audit file
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add_info_to_cleaning_log() - add_info_to_cleaning_log
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add_percentage_missing() - Adds the percentage of missing values per row
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detect_variable() - detects variables names in code
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verify_valid_choices() - Verify if the Kobo choices dataframe is valid
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verify_valid_survey() - Verify if the Kobo survey dataframe is valid
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auto_detect_sm_parents() - Detect select multiple parent columns
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auto_sm_parent_children() - detect and group together select multiple parent and children columns
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recreate_parent_column() - This function recreates the columns for select multiple questions
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coerce_to_character() - Coerce numeric values to character, without scientific noting and NA are kept as NA.
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check_duplicate() - Checks for duplicated values in columns
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check_duration() - Check if duration is outside of a range
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check_fcs() - FCS component checks
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check_logical() - Check a logical test
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check_logical_with_list() - Check several logical test
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check_others() - Generate a log for other follow up questions
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check_others_checks() - Check if the input passed to the check_others function is correct
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check_outliers() - check outliers over the dataset
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check_percentage_missing() - Check the percentages of missing value
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check_pii() - Checks for potential PII
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check_soft_duplicates() - Checks for survey similarities - Soft Duplicates
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check_value() - Check for value(s) in the dataset