college-board-scraper 0.1.2

A package to scrape the CollegeBoard SAT Suite Question Bank webpage.

A Python Library to scrape CollegeBoard

Things to Note:

• This is the website being scraped: CollegeBoard SAT Suite Question Bank
• Only the Firefox browser is supported. You must have geckodriver installed. This will be changed in the future.
• Very long questions or answers aren't fully captured. This will be changed in the future.
• The scraper is also quite slow, the performance will be improved in future releases.
• More convenience functions will be added to the Scraper class along with ways to change some parameters after they've already been initialized.

Docs:

Scraper Class

An example of creating the CollegeBoard SAT Suite Question Bank webpage scraper:

from college_board_scraper.core import Scraper
scraper = Scraper(
    assessment="SAT", 
    test="Math",
    options=Scraper.valid_math_options,
    difficulties={"Easy", "Medium", "Hard"},
    skills=Scraper.valid_math_skills,
    exclude_active_questions=True
)

What this does is create a scraper that will select the Easy, Medium, and Hard questions that fall under all of the math skills and options of Math portion of the SAT test (which is all of questions). Additionally, it will exclude any questions present in the practice digital SAT tests released by CollegeBoard.

Next, to get the questions, call the scraper.scrape() method. The arguments are amount, which is the amount of questions that should be scraped from the beginning, or (this is an optional parameter; default is False) supply the save_images parameter, which will save the question and answer pngs to their respective directories. If save_images is False, scraper.scrape() will return a List of the question number and the question and answer pngs (type is List[Tuple[int, Tuple[PngImageFile, PngImageFile]]]).

Valid Arguments for the Scraper Class

Here are some valid arguments for the Scraper Class when you initialize it.

valid_assessments: Tuple[str] = ("SAT", "PSAT/NMSQT & PSAT 10", "PSAT 8/9")
valid_tests: Tuple[str] = ("Reading and Writing", "Math")

valid_reading_and_writing_options: Set[str] = {"Information and Ideas", "Craft and Structure", "Expression of Ideas", "Standard English Conventions"}
valid_math_options: Set[str] = {"Algebra", "Advanced Math", "Problem-Solving and Data Analysis", "Geometry and Trigonometry"}

# Main Page options
valid_difficulty_options: Set[str] = {"Easy", "Medium", "Hard"}

valid_reading_and_writing_skills: Dict[str, Set[str]] = {
    "Information and Ideas": {"Central Ideas and Details", "Inferences", "Command of Evidence"}, 
    "Craft and Structure": {"Words in Context", "Text Structure and Purpose", "Cross-Text Connections"},
    "Expression of Ideas": {"Rhetorical Synthesis", "Transitions"},
    "Standard English Conventions": {"Boundaries", "Form, Structure, and Sense"}
}
valid_math_skills: Dict[str, Set[str]] = {
    "Algebra": {
        "Linear equations in one variable", "Linear functions", "Linear equations in two variables", 
        "Systems of two linear equations in two variables", "Linear inequalities in one or two variables"
    }, 
    "Advanced Math": {
        "Nonlinear functions", "Nonlinear equations in one variable and systems of equations in two variables", "Equivalent expressions"
    }, 
    "Problem-Solving and Data Analysis": {
        "Ratios, rates, proportional relationships, and units", "Percentages", 
        "One-variable data: Distributions and measures of center and spread", "Two-variable data: Models and scatterplots", 
        "Probability and conditional probability", "Inference from sample statistics and margin of error", 
        "Evaluating statistical claims: Observational studies and experiments"
    }, 
    "Geometry and Trigonometry": {"Area and volume", "Lines, angles, and triangles", "Right triangles and trigonometry", "Circles"}
}

You can use all of these using Scraper.[PARAMETER]. For the arguments that are type Set or Dict, you can supply any valid subset to the argument. For example, for the valid_math_options argument, you may supply {"Advanced Math", "Problem-Solving and Data Analysis", "Algebra"}. Attempting to supply invalid arguments will result in a ValueError(). Look at the error message to see what you have done wrong. For the arguments of type Tuple, you must choose one of the values. If there are any bugs, create a Github Issue detailing your error, and how you caused it.

ScraperAmount Class

To declare the ScraperAmount Helper Class, do: from college_board_scraper.helpers import ScraperAmount. If you want to scrape all of the questions, you can supply the ScraperAmount.ALL to the amount parameter. In the future, you can use ScraperAmount.RANDOM to get a random amount of random questions.