learnxinyminutes-docs/csv.html.markdown

95 lines
3.3 KiB
Markdown
Raw Normal View History

2024-12-03 15:19:30 +00:00
---
2024-12-13 10:41:19 +00:00
category: Algorithms & Data Structures
2024-12-03 15:19:30 +00:00
contributors:
- [Timon Erhart, 'https://github.com/turbotimon/']
---
2024-12-03 17:53:42 +00:00
CSV (Comma-Separated Values) is a lightweight file format used to store tabular
data in plain text, designed for easy data exchange between programs,
particularly spreadsheets and databases. Its simplicity and human readability
have made it a cornerstone of data interoperability. It is often used for
moving data between programs with incompatible or proprietary formats.
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
While RFC 4180 provides a standard for the format, in practice, the term "CSV"
is often used more broadly to refer to any text file that:
2024-12-03 15:19:30 +00:00
- Can be interpreted as tabular data
- Uses a delimiter to separate fields (columns)
- Uses line breaks to separate records (rows)
- Optionally includes a header in the first row
```csv
Name, Age, DateOfBirth
Alice, 30, 1993-05-14
Bob, 25, 1998-11-02
Charlie, 35, 1988-03-21
```
2024-12-13 10:41:19 +00:00
## Delimiters for Rows and Columns
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
Rows are typically separated by line breaks (`\n` or `\r\n`), while columns
(fields) are separated by a specific delimiter. Although commas are the most
common delimiter for fields, other characters, such as semicolons (`;`), are
commonly used in regions where commas are decimal separators (e.g., Germany).
Tabs (`\t`) are also used as delimiters in some cases, with such files often
referred to as "TSV" (Tab-Separated Values).
2024-12-03 15:19:30 +00:00
Example using semicolons as delimiter and comma for decimal separator:
```csv
Name; Age; Grade
Alice; 30; 50,50
Bob; 25; 45,75
Charlie; 35; 60,00
2024-12-03 15:36:47 +00:00
```
2024-12-03 15:19:30 +00:00
2024-12-13 10:41:19 +00:00
## Data Types
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
CSV files do not inherently define data types. Numbers and dates are stored as
plain text, and their interpretation depends on the software importing the
file. Typically, data is interpreted as follows:
2024-12-03 15:19:30 +00:00
```csv
Data, Comment
100, Interpreted as a number (integer)
100.00, Interpreted as a number (floating-point)
2024-12-03, Interpreted as a date or a string (depending on the parser)
Hello World, Interpreted as text (string)
"1234", Interpreted as text instead of a number
2024-12-03 15:36:47 +00:00
```
2024-12-03 15:19:30 +00:00
2024-12-13 10:41:19 +00:00
## Quoting Strings and Special Characters
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
Quoting strings is only required if the string contains the delimiter, special
characters, or otherwise could be interpreted as a number. However, it is
often considered good practice to quote all strings to enhance readability and
robustness.
2024-12-03 15:19:30 +00:00
```csv
Quoting strings examples,
Unquoted string,
"Optionally quoted string (good practice)",
"If it contains the delimiter, it needs to be quoted",
"Also, if it contains special characters like \n newlines or \t tabs",
"The quoting "" character itself typically is escaped by doubling the quote ("")",
"or in some systems with a backslash \" (like other escapes)",
```
2024-12-03 17:53:42 +00:00
However, make sure that for one document, the quoting method is consistent.
For example, the last two examples of quoting with either "" or \" would
not be consistent and could cause problems.
2024-12-03 15:19:30 +00:00
2024-12-13 10:41:19 +00:00
## Encoding
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
Different encodings are used. Most modern CSV files use UTF-8 encoding, but
older systems might use others like ASCII or ISO-8859.
2024-12-03 15:19:30 +00:00
2024-12-03 17:53:42 +00:00
If the file is transferred or shared between different systems, it is a good
practice to explicitly define the encoding used, to avoid issues with
character misinterpretation.
2024-12-03 15:19:30 +00:00
2024-12-13 10:41:19 +00:00
## More Resources
2024-12-03 15:19:30 +00:00
+ [Wikipedia](https://en.wikipedia.org/wiki/Comma-separated_values)
+ [RFC 4180](https://datatracker.ietf.org/doc/html/rfc4180)