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Project: Exploring NYC Public School Test Result Scores
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• Photo by Jannis Lucas on Unsplash.

Every year, American high school students take SATs, which are standardized tests intended to measure literacy, numeracy, and writing skills. There are three sections - reading, math, and writing, each with a maximum score of 800 points. These tests are extremely important for students and colleges, as they play a pivotal role in the admissions process.

Analyzing the performance of schools is important for a variety of stakeholders, including policy and education professionals, researchers, government, and even parents considering which school their children should attend.

You have been provided with a dataset called `schools.csv`, which is previewed below.

You have been tasked with answering three key questions about New York City (NYC) public school SAT performance.

```.mfe-app-workspace-11z5vno{font-family:JetBrainsMonoNL,Menlo,Monaco,'Courier New',monospace;font-size:13px;line-height:20px;}```# Re-run this cell
import pandas as pd

# Preview the data

# Start coding here...
# Add as many cells as you like...``````
``````best_math_schools = schools.loc[schools['average_math'] >= 640, ['school_name', 'average_math']].sort_values(by='average_math', ascending=False)
print(best_math_schools)``````
``````schools['total_SAT'] = schools['average_math'] + schools['average_reading'] + schools['average_writing']
top_10_schools = schools.sort_values(by='total_SAT', ascending=False)
``````largest_std_dev = schools.groupby('borough').agg({'school_name': 'count', 'total_SAT': ['mean', 'std']})