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feat: We no longer trust the progress number that gets exported from qualtrics. Instead during the cleaning progress, perform a manual count of the number of responses to filter out rows that don't meet the minimum threshold.
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4 changed files with 126 additions and 34 deletions
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@ -43,7 +43,7 @@ class Cleaner
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log_csv = []
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data = []
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headers = CSV.parse(file.first).first.push("Raw Income").push("Income").push("Raw ELL").push("ELL").push("Raw SpEd").push("SpEd")
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headers = CSV.parse(file.first).first.push("Raw Income").push("Income").push("Raw ELL").push("ELL").push("Raw SpEd").push("SpEd").push("Progress Count")
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filtered_headers = include_all_headers(headers:)
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filtered_headers = remove_unwanted_headers(headers: filtered_headers)
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log_headers = (filtered_headers + ["Valid Duration?", "Valid Progress?", "Valid Grade?",
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