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Type & Coercion Errors

Data reading row mismatch

Matches: line \d+ did not have \d+ elements

WHAT THIS ERROR MEANS

While reading a file (read.csv, read.table), a row had a different number of fields than expected. The file may have inconsistent delimiters or missing values.

HOW TO FIX IT

1. Open the file and inspect the problematic line.

2. Use fill = TRUE to pad short rows with NA.

3. Check the separator: sep = ',' vs sep = '\t' vs sep = ' '.

CODE EXAMPLES

BAD — THIS CAUSES THE ERROR
read.csv("messy_data.csv")
GOOD — CORRECT APPROACH
read.csv("messy_data.csv", fill = TRUE)
# or specify the correct separator:
read.csv("messy_data.csv", sep = ";")

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