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pages/common/csvclean.md
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pages/common/csvclean.md
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# csvclean
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> Finds and cleans common syntax errors in CSV files.
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> Included in csvkit.
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- Clean a CSV file:
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`csvclean {{bad.csv}}`
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- List locations of syntax errors in a CSV file:
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`csvclean -n {{bad.csv}}`
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pages/common/csvcut.md
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pages/common/csvcut.md
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# csvcut
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> Filter and truncate CSV files. Like Unix's `cut` command, but for tabular data.
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> Included in csvkit.
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- Print indices and names of all columns:
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`csvcut -n {{data.csv}}`
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- Extract the first and third columns:
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`csvcut -c {{1,3}} {{data.csv}}`
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- Extract all columns **except** the fourth one:
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`csvcut -C {{4}} {{data.csv}}`
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- Extract the columns named "id" and "first name" (in that order):
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`csvcut -c {{id,"first name"}} {{data.csv}}`
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pages/common/csvformat.md
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pages/common/csvformat.md
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# csvformat
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> Convert a CSV file to a custom output format.
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> Included in csvkit.
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- Convert to a tab-delimited file (TSV):
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`csvformat -T {{data.csv}}`
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- Convert delimiters to a custom character:
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`csvformat -D "{{custom_character}}" {{data.csv}}`
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- Convert line endings to carriage return (^M) + line feed:
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`csvformat -M "{{\r\n}}" {{data.csv}}`
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- Minimize use of quote characters:
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`csvformat -U 0 {{data.csv}}`
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- Maximize use of quote characters:
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`csvformat -U 1 {{data.csv}}`
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pages/common/csvgrep.md
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pages/common/csvgrep.md
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# csvgrep
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> Filter CSV rows with string and pattern matching.
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> Included in csvkit.
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- Find rows that have a certain string in column 1:
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`csvgrep -c {{1}} -m {{string_to_match}} {{data.csv}}`
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- Find rows in which columns 3 or 4 match a certain regex pattern:
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`csvgrep -c {{3,4}} -r {{regex_pattern}} {{data.csv}}`
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- Find rows in which the "name" column does NOT include the string "John Doe":
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`csvgrep -i -c {{name}} -m {{"John Doe"}} {{data.csv}}`
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pages/common/csvlook.md
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pages/common/csvlook.md
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# csvlook
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> Render a CSV file in the console as a fixed-width table.
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> Included in csvkit.
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- View a CSV file:
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`csvlook {{data.csv}}`
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pages/common/csvpy.md
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pages/common/csvpy.md
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# csvpy
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> Loads a CSV file into a Python shell.
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> Included in csvkit.
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- Load a CSV file into a `CSVKitReader` object:
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`csvpy {{data.csv}}`
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- Load a CSV file into a `CSVKitDictReader` object:
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`csvpy --dict {{data.csv}}`
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pages/common/csvsort.md
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pages/common/csvsort.md
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# csvsort
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> Sorts CSV files.
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> Included in csvkit.
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- Sort a CSV file by column 9:
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`csvsort -c {{9}} {{data.csv}}`
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- Sort a CSV file by the "name" column in descending order:
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`csvsort -r -c {{name}} {{data.csv}}`
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- Sort a CSV file by column 2, then by column 4:
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`csvsort -c {{2,4}} {{data.csv}}`
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- Sort a CSV file without inferring data types:
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`csvsort --no-inference -c {{columns}} {{data.csv}}`
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pages/common/csvstat.md
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pages/common/csvstat.md
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# csvstat
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> Print descriptive statistics for all columns in a CSV file.
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> Included in csvkit.
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- Show all stats for all columns:
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`csvstat {{data.csv}}`
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- Show all stats for columns 2 and 4:
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`csvstat -c {{2,4}} {{data.csv}}`
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- Show sums for all columns:
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`csvstat --sum {{data.csv}}`
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- Show the max value length for column 3:
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`csvstat -c {{3}} --len {{data.csv}}`
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- Show the number of unique values in the "name" column:
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`csvstat -c {{name}} --unique {{data.csv}}`
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pages/common/in2csv.md
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pages/common/in2csv.md
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# in2csv
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> Converts various tabular data formats into CSV.
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> Included in csvkit.
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- Convert an XLS file to CSV:
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`in2csv {{data.xls}}`
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- Convert a DBF file to a CSV file:
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`in2csv {{data.dbf}} > {{data.csv}}`
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- Convert a specific sheet from an XLSX file to CSV:
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`in2csv --sheet={{sheet_name}} {{data.xlsx}}`
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- Pipe a JSON file to in2csv:
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`cat {{data.json}} | in2csv -f json > {{data.csv}}`
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