Strings and text

Most of the data a small business handles is text: coffee names, stock codes, customer names, order notes, lines in a sales file. Python's string type is rich, with dozens of built-in tools for cleaning, searching, slicing and formatting text. This lesson covers the ones you will use every week: how strings are written, how to pick out characters and slices, the most useful string methods, and f-strings, the modern way to build neat output such as a stock report with aligned columns.

By the end of the lesson Jordan will be able to take messy text typed by staff, such as ' sunrise BLEND ', tidy it into Sunrise Blend, pull the coffee number out of a code such as RC-104, and print a report that looks as though it was made by a professional tool.

Writing strings

A string is a sequence of characters inside quotation marks. Python accepts single quotes and double quotes equally, so 'latte' and "latte" are the same string. Having both is convenient: a string that contains an apostrophe is easiest to write in double quotes, as in "Kai's roast", and one that contains double quotes is easiest in single quotes. Triple quotes, either ''' or """, allow a string to run across several lines, which is useful for long messages and help text.

drink = 'latte'
note = "Kai's roast is ready"
menu = """Drip coffee
Latte
Cappuccino"""
print(drink)
print(note)
print(menu)
print(len(menu))

latte
Kai's roast is ready
Drip coffee
Latte
Cappuccino
28

Some characters cannot be typed directly into a string, so Python uses escape sequences: a backslash followed by a letter. The sequence \n stands for a new line and \t for a tab. To include a backslash itself, write two backslashes. Escape sequences are counted as single characters, so len('a\nb') is 3. A string written with an r before the opening quote, called a raw string, treats backslashes as ordinary characters; raw strings are handy for Windows file paths and for the text patterns you will meet in later courses.

print("Sunrise Blend\t42 bags\nEthiopia Guji\t15 bags")
print(len("a\nb"))
print(r"C:\Ridgeline\new_stock.csv")

Sunrise Blend	42 bags
Ethiopia Guji	15 bags
3
C:\Ridgeline\new_stock.csv

The empty string, written '' or "", contains no characters at all and has length 0. It is a perfectly good string, and it is what input returns when a person presses Enter without typing anything. Programs often need to check for it, and lesson 5 shows how.

Indexing and slicing

Because a string is a sequence, you can pick out any single character by its position, called its index. Indexes start at 0, not 1, so the first character of 'RC-104' is at index 0 and the sixth is at index 5. Python also counts from the end with negative indexes: -1 is the last character, -2 the one before it, and so on. Asking for an index that does not exist, such as index 6 of a six-character string, raises an IndexError.

A slice picks out a run of characters. The expression code[start:stop] gives the characters from index start up to but not including index stop. Leaving out start means 'from the beginning', and leaving out stop means 'to the end'. The 'up to but not including' rule feels odd at first, but it has a tidy consequence: code[:3] + code[3:] always gives back the whole string, and the length of code[a:b] is simply b - a.

code = "RC-104"
print(code[0])       # first character
print(code[-1])      # last character
print(code[0:2])     # the prefix
print(code[3:])      # the number part
print(code[:3] + code[3:])
print(int(code[3:]) + 1)   # the next code number

R
4
RC
104
RC-104
105

A slice can take a third number, the step, as in text[::2] for every second character or text[::-1] for the string reversed. Slices never raise an IndexError; if the positions run past the end, Python simply stops at the end, so 'RC-104'[3:100] is '104'. That forgiving behavior is convenient, but it also means a wrong slice gives a wrong answer silently, so check slices with a test value.

Strings are immutable: you cannot change a character in place. A line such as code[0] = 'X' raises a TypeError. Instead you build a new string from pieces, as in 'X' + code[1:], and assign it to a name. Every string method you are about to meet works the same way: it returns a new string and leaves the original untouched.

String methods

A method is a function that belongs to a value and is called with a dot, as in name.upper(). Strings have many methods. The table lists those that come up most often in business data, and the listing after it shows them working on the kind of untidy text that staff type into forms.

typed = "  sunrise BLEND  "
clean = typed.strip().title()
print("[" + typed + "]")
print("[" + clean + "]")
print(clean.upper())
print(clean.lower().replace(" ", "_"))
print(clean.startswith("Sun"), clean.endswith("Dark"))
print("Position of the space:", clean.find(" "))
print("RC-104,Sumatra Dark,20.25,9".split(","))

[  sunrise BLEND  ]
[Sunrise Blend]
SUNRISE BLEND
sunrise_blend
True False
Position of the space: 7
['RC-104', 'Sumatra Dark', '20.25', '9']

Methods can be chained, as in typed.strip().title(): Python calls strip on the original string, gets a new string, then calls title on that. Read a chain from left to right, one step at a time. Chains of two or three methods are common and readable; very long chains are better split across several lines with named steps.

The split method deserves special mention because it is the first step in reading almost any data file. A line such as RC-104,Sumatra Dark,20.25,9 splits on commas into four strings, which can then be converted to the right types. Called with no argument, split breaks on any run of spaces, tabs or new lines, which is how you separate the words of a sentence. Its partner, join, does the reverse: ', '.join(pieces) glues a list of strings together with ', ' between them. Lists themselves are the subject of lesson 8.

The in operator answers whether one string appears inside another: 'Dark' in 'Sumatra Dark' is True. It is case-sensitive like everything else, so a common pattern is to compare lowercase versions, as in 'dark' in name.lower(), when a search should ignore capital letters.

typed = "   ethiopia GUJI "
clean = typed
print("[" + clean + "]")

Formatting output with f-strings

Joining strings and numbers with + and str quickly becomes clumsy. Python's f-strings solve the problem neatly. Put an f before the opening quote, and anything inside curly braces is worked out as an expression and inserted into the string. You can insert variables, calculations and even method calls.

name = "Sumatra Dark"
price = 20.25
stock = 9
print(f"{name}: {stock} bags at {price} each")
print(f"Value of stock: {price * stock}")
print(f"Upper case: {name.upper()}")

Sumatra Dark: 9 bags at 20.25 each
Value of stock: 182.25
Upper case: SUMATRA DARK

Inside the braces you can add a format specification after a colon to control how the value looks. The specification .2f means 'a float with two decimal places', which is what money needs. A comma, as in ,.2f, adds thousands separators. A number before the type sets a minimum width, and the symbols <, > and ^ align the value left, right or center within that width. These few codes are enough to produce tidy tables.

The .0% specification multiplies a fraction by 100 and adds a % sign, so Kai's 0.15 roast loss prints as 15%. The listing below puts several specifications together into the stock report Theo has wanted for months. Press Edit and run, then try changing a width or the number of decimal places to see the effect.

print(f"{'Coffee':<20}{'Bags':>6}{'Price':>9}{'Value':>11}")
print("-" * 46)
name, bags, price = "Sunrise Blend", 42, 18.50
print(f"{name:<20}{bags:>6}{price:>9.2f}{bags * price:>11,.2f}")
name, bags, price = "Ethiopia Guji", 15, 22.00
print(f"{name:<20}{bags:>6}{price:>9.2f}{bags * price:>11,.2f}")
name, bags, price = "Sumatra Dark", 9, 20.25
print(f"{name:<20}{bags:>6}{price:>9.2f}{bags * price:>11,.2f}")
print("-" * 46)
total = 42 * 18.50 + 15 * 22.00 + 9 * 20.25
print(f"{'Total':<35}{total:>11,.2f}")

Coffee                Bags    Price      Value
----------------------------------------------
Sunrise Blend           42    18.50     777.00
Ethiopia Guji           15    22.00     330.00
Sumatra Dark             9    20.25     182.25
----------------------------------------------
Total                                 1,289.25

The line name, bags, price = 'Sunrise Blend', 42, 18.50 assigns three variables at once, a convenience called multiple assignment; the values on the right are matched to the names on the left in order. In lesson 6 a loop will remove the repeated print lines, and in lesson 8 the coffees will live in a list instead of being typed out.

A handy debugging feature of f-strings is the equals sign: f'{stock=}' prints stock=9, showing both the expression and its value. When a program misbehaves, sprinkling a few of these through the code is often the fastest way to see what is really happening. Older code uses the format method, as in '{} bags'.format(9), or the % operator, as in '%d bags' % 9; you can read both, but f-strings are clearer and are the standard in modern Python.

Characters and Unicode

Python strings are Unicode, which means they can hold characters from any writing system as well as symbols and emoji. That matters for a café that sells 'Café au lait' and for customers with names such as Zoë or Nguyễn. The function len counts characters, not bytes, so len('Café') is 4. Each character has a numeric code, which the function ord reveals and chr turns back into a character; these codes explain the odd fact that 'Z' < 'a' in comparisons.

drink = "Caf\u00e9 au lait"
print(drink, len(drink))
print(ord("A"), ord("Z"), ord("a"))
print(chr(9749))
print("Zoe" < "zoe", "Zoe".lower() < "adam")

Café au lait 12
65 90 97
☕
True False

When text is saved to a file or sent across a network, it must be turned into bytes using an encoding. UTF-8 is the standard encoding for the web and for modern files, and since Python 3.15 it is the default on every platform. Lesson 10 returns to encodings when Ridgeline's programs start reading and writing files.

line = "2026-11-02 08:14,latte,2,5.25"
parts = line.split(",")
time = parts[0][-5:]
item = parts[1].title()
qty = int(parts[2])
price = float(parts[3])
print(f"{time}  {qty} x {item} = {qty * price:.2f}")

08:14  2 x Latte = 10.50

last_code = "RC-106"
next_code = ""
print(next_code)

item = "Cappuccino"
qty = 3
price = 4.95
print(item, qty, qty * price)