Office Hours Notes.ipynb

Kernel: Python 3 (system-wide)

Library Importing

import pandas as pd
#imports the pandas library to assist with data access

import numpy as np
#numpy is a library that import a data structure.

import matplotlib.pyplot as plt 
#matplot lib is a library that allows us to create visuals of our data and our machine learning model. 

import seaborn as sns
#another visualization tool

Data Accessing Tools

x = 20

print(x)

20

sat_data = pd.read_csv("2012_SAT_Results.csv")

sat_data.head()
#.head

	DBN	SCHOOL NAME	Num of SAT Test Takers	SAT Critical Reading Avg. Score	SAT Math Avg. Score	SAT Writing Avg. Score
0	01M292	HENRY STREET SCHOOL FOR INTERNATIONAL STUDIES	29	355	404	363
1	01M448	UNIVERSITY NEIGHBORHOOD HIGH SCHOOL	91	383	423	366
2	01M450	EAST SIDE COMMUNITY SCHOOL	70	377	402	370
3	01M458	FORSYTH SATELLITE ACADEMY	7	414	401	359
4	01M509	MARTA VALLE HIGH SCHOOL	44	390	433	384