In [1]:
%%javascript
IPython.OutputArea.prototype._should_scroll = function(lines) {
    return false;
}

Introduction

Public schools in the US represent a broad cross section of the regional population. They also tend to have robust and consistent collections of data. This data set is from New York City (NYC) public school surveys of the 2011-2012 school year. It consists of 161 columns of information for 363 schools.

Summary

  • Schools with below average assessment of safety and respect have below average results on the SAT.
  • Initial analysis shows a negative correlation between the percentage of Hispanic students and SAT results. This relationship is not seen in results on the AP exam. Furthermore, when magnet schools and international schools are removed from the data set, the remaining 90% of schools show a fairly uniform distribution and the correlation is lost.
  • A small group of schools share SAT scores and AP exam values. This could be due to a cohort of students that is shared among the schools. Their influence on the original data set needs to be considered before further analysis is made.

Data Cleaning

Read in the data

In [2]:
import pandas as pd
import numpy
import re
import pprint
pd.options.display.float_format = '{:20,.4f}'.format
pd.set_option('display.max_rows', None)
pd.set_option('display.max_columns', None)
pd.set_option('display.width', 3000)
pd.set_option('display.colheader_justify', 'center')
pd.set_option('display.precision', 3)

data_files = [
    "ap_2010.csv",
    "class_size.csv",
    "demographics.csv",
    "graduation.csv",
    "hs_directory.csv",
    "sat_results.csv"
]

data = {}

for f in data_files:
    d = pd.read_csv("schools/{0}".format(f))
    data[f.replace(".csv", "")] = d

Read in the surveys

In [3]:
all_survey = pd.read_csv("schools/survey_all.txt", delimiter="\t", encoding='windows-1252')
d75_survey = pd.read_csv("schools/survey_d75.txt", delimiter="\t", encoding='windows-1252')
survey = pd.concat([all_survey, d75_survey], axis=0)

survey["DBN"] = survey["dbn"]

survey_fields = [
    "DBN", 
    "rr_s", 
    "rr_t", 
    "rr_p", 
    "N_s", 
    "N_t", 
    "N_p", 
    "saf_p_11", 
    "com_p_11", 
    "eng_p_11", 
    "aca_p_11", 
    "saf_t_11", 
    "com_t_11", 
    "eng_t_11", 
    "aca_t_11", 
    "saf_s_11", 
    "com_s_11", 
    "eng_s_11", 
    "aca_s_11", 
    "saf_tot_11", 
    "com_tot_11", 
    "eng_tot_11", 
    "aca_tot_11",
]
survey = survey.loc[:,survey_fields]
data["survey"] = survey
/var/folders/tf/f9bv6m516pjcr2ytmmh92cw00000gn/T/ipykernel_3180/3674931809.py:5: PerformanceWarning: DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` many times, which has poor performance.  Consider joining all columns at once using pd.concat(axis=1) instead.  To get a de-fragmented frame, use `newframe = frame.copy()`
  survey["DBN"] = survey["dbn"]

Add DBN columns

In [4]:
data["hs_directory"]["DBN"] = data["hs_directory"]["dbn"]

def pad_csd(num):
    string_representation = str(num)
    if len(string_representation) > 1:
        return string_representation
    else:
        return "0" + string_representation
    
data["class_size"]["padded_csd"] = data["class_size"]["CSD"].apply(pad_csd)
data["class_size"]["DBN"] = data["class_size"]["padded_csd"] + data["class_size"]["SCHOOL CODE"]

Convert columns to numeric

In [5]:
cols = ['SAT Math Avg. Score', 'SAT Critical Reading Avg. Score', 'SAT Writing Avg. Score']
for c in cols:
    data["sat_results"][c] = pd.to_numeric(data["sat_results"][c], errors="coerce")

data['sat_results']['sat_score'] = data['sat_results'][cols[0]] + data['sat_results'][cols[1]] + data['sat_results'][cols[2]]

def find_lat(loc):
    coords = re.findall("\(.+, .+\)", loc)
    lat = coords[0].split(",")[0].replace("(", "")
    return lat

def find_lon(loc):
    coords = re.findall("\(.+, .+\)", loc)
    lon = coords[0].split(",")[1].replace(")", "").strip()
    return lon

data["hs_directory"]["lat"] = data["hs_directory"]["Location 1"].apply(find_lat)
data["hs_directory"]["lon"] = data["hs_directory"]["Location 1"].apply(find_lon)

data["hs_directory"]["lat"] = pd.to_numeric(data["hs_directory"]["lat"], errors="coerce")
data["hs_directory"]["lon"] = pd.to_numeric(data["hs_directory"]["lon"], errors="coerce")

Condense datasets

In [6]:
class_size = data["class_size"]
class_size = class_size[class_size["GRADE "] == "09-12"]
class_size = class_size[class_size["PROGRAM TYPE"] == "GEN ED"]

class_size = class_size.groupby("DBN").agg(numpy.mean)
class_size.reset_index(inplace=True)
data["class_size"] = class_size

data["demographics"] = data["demographics"][data["demographics"]["schoolyear"] == 20112012]

data["graduation"] = data["graduation"][data["graduation"]["Cohort"] == "2006"]
data["graduation"] = data["graduation"][data["graduation"]["Demographic"] == "Total Cohort"]

Convert AP scores to numeric

In [7]:
cols = ['AP Test Takers ', 'Total Exams Taken', 'Number of Exams with scores 3 4 or 5']

for col in cols:
    data["ap_2010"][col] = pd.to_numeric(data["ap_2010"][col], errors="coerce")

Combine the datasets

In [8]:
combined = data["sat_results"]

combined = combined.merge(data["ap_2010"], on="DBN", how="left")
combined = combined.merge(data["graduation"], on="DBN", how="left")

to_merge = ["class_size", "demographics", "survey", "hs_directory"]

for m in to_merge:
    combined = combined.merge(data[m], on="DBN", how="inner")

combined = combined.fillna(combined.mean())
combined = combined.fillna(0)
/var/folders/tf/f9bv6m516pjcr2ytmmh92cw00000gn/T/ipykernel_3180/3398560250.py:11: FutureWarning: Dropping of nuisance columns in DataFrame reductions (with 'numeric_only=None') is deprecated; in a future version this will raise TypeError.  Select only valid columns before calling the reduction.
  combined = combined.fillna(combined.mean())

Add a school district column for mapping

In [9]:
def get_first_two_chars(dbn):
    return dbn[0:2]

combined["school_dist"] = combined["DBN"].apply(get_first_two_chars)

Correlations & Analysis

Plotting survey correlations

In [10]:
# determine correlations
correlations = combined.corr()
correlations = correlations["sat_score"]

# bar plot for correlations between survey_fields and sat_score
import matplotlib.pyplot as plt
correlations.loc["rr_s":"aca_tot_11"].plot.barh()
plt.show()

Observations

It looks like the strongest correlations are between the SAT scores and the number of parents or students that respond to the survey. The response rate, on the other hand, is not correlated. This discrepancy might be worth looking at.

Additional correlations are between SAT scores and two other factors, the students academic expectations and the perception of safety and respect by students, teachers, and parents. The next two sections look at each.

SAT Scores & Safety Scores

In [11]:
# create melted df from combined preserving school borough & DBN, sat_score,  and safety scores
boroughs_long = combined[["boro", "DBN", "sat_score", "saf_s_11", "saf_t_11", "saf_p_11", "saf_tot_11"]]
boroughs_columns = ["borough", "DBN", "sat_score", "safety_student", "safety_teacher", "safety_parent", "safety_total"]
boroughs_long.columns = boroughs_columns
boroughs_long = boroughs_long.melt(id_vars=["borough", "DBN", "sat_score"])

# scatter plot with borough, sat_score, and safety scores (0-10)
# plots are for student, teacher, parent, and total safety scores
import seaborn as sns
sns.relplot(data=boroughs_long, x="value", y="sat_score", hue="borough", col="variable", col_wrap=2)
plt.show()
In [12]:
# mean value for sat_score and safety scores, grouped by borough
boroughs_means = combined.groupby("boro").mean()
boroughs_means = boroughs_means[["sat_score", "saf_s_11", "saf_t_11", "saf_p_11", "saf_tot_11"]]
boroughs_means.reset_index(inplace=True)
boroughs_columns = ["borough", "sat_score", "safety_student", "safety_teacher", "safety_parent", "safety_total"]
boroughs_means.columns = boroughs_columns
display(boroughs_means)
borough sat_score safety_student safety_teacher safety_parent safety_total
0 Bronx 1,157.5982 6.6066 7.0269 8.3462 7.3226
1 Brooklyn 1,181.3645 6.3708 6.9858 8.0368 7.1292
2 Manhattan 1,278.3314 6.8314 7.2878 8.2889 7.4733
3 Queens 1,286.7530 6.7219 7.3656 8.0984 7.3875
4 Staten Island 1,382.5000 6.5300 7.2100 7.8000 7.2000

Observations

The scatter plots show two areas influencing the correlation between SAT scores and perceptions of safety and respect. First, the highest SAT scores come from schools with above average perceptions of safety and respect. Second, it looks like most schools have both SAT and safety and respect scores below the median values. It is also interesting that parents have a noticeably higher perception of safety and respect than either teachers or students.

Grouping schools by borough and averaging scores paints a different picture. This seems to indicate that SAT scores and perception of safety do not have a strong positive correlation at all. For instance, Staten Island has the highest average SAT scores and Bronx the lowest. However, the student and parent perception of safety and respect scores are higher in the Bronx than in Staten Island. And while Manhattan has the highest total safety and respect scores, it ranks in the middle for SAT scores. So while using mean for comparison is a start, the scatter plot charts show a much more granular view that is closer to reality.

SAT Scores & Student Academic Expectations

In [13]:
# scatter plot with borough, sat_score, and academic expectations (0-10)
sns.relplot(data=combined, x="aca_s_11", y="sat_score", hue="boro")
plt.show()

Observations

The academic expectation scatter plot shows similar results to those for perception of safety and respect. Again, there are very few schools in the upper half of the academic expectation scores, and among them about half have better than average SAT scores. Also, we see that most schools have both SAT scores and academic expectations that are below the median value.

SAT Scores & Demographics on Race/Ethnicity

Taking an objective look at the relationship between race & ethnicity and SAT scores in NYC schools can help in creating an egalitarian public school system that delivers success to all students.

In [14]:
# make bar plot for correlations between race & ethnicity and sat_score
correlations.loc[["asian_per", "black_per", "hispanic_per", "white_per"]].plot.barh()
plt.show()
In [15]:
# scatter plot for sat_scores and percent Hispanic
sns.relplot(data=combined, x="hispanic_per", y="sat_score", hue="boro")
plt.show()

Observations

The bar chart for race & ethnicity paints a stark picture, showing a moderately strong negative correlation between SAT scores and the percentage of Hispanic students in the school. That being said, the scatter plot suggests something a little more nuanced.

The highest SAT scores (over 1500) occur in schools with a low percentage of Hispanic students, but this is only about 6% of the schools in the data set. These seem to be magnet schools, which draw the best students from any demographic. There are about 5-10 schools that show close to 100% Hispanic student populations. These schools have low SAT scores, a closer look might show relevant factors. It looks like most of the schools (i.e. school-wide average of less than 1500 on the SAT and student population less than 95% percent Hispanic) have a more even distribution of SAT scores.

As a side note, almost all the schools in the Bronx have more than half the student population identifying as Hispanic. There are just a few with less than 40% Hispanic, and two of these schools score the highest SAT averages.

That creates three groups of schools, with one group being divided again in two. The following sections take a look at each.

Group 1, High SAT scores

In [16]:
# create high_sat data set
high_sat = combined["Name"][combined["sat_score"] > 1500]
high_sat = high_sat.str.strip()
high_sat_bronx = combined["Name"][(combined["sat_score"] > 1500) & (combined["boro"]=="Bronx")]
display(high_sat)
print(len(high_sat))
print(len(combined))
display(high_sat_bronx)
4           NEW EXPLORATIONS INTO SCIENCE TECH AND MATH
5                        BARD HIGH SCHOOL EARLY COLLEGE
22             PROFESSIONAL PERFORMING ARTS HIGH SCHOOL
23                    BARUCH COLLEGE CAMPUS HIGH SCHOOL
24             NYC LAB SCHOOL FOR COLLABORATIVE STUDIES
26                        ELEANOR ROOSEVELT HIGH SCHOOL
27                               MILLENNIUM HIGH SCHOOL
37                               STUYVESANT HIGH SCHOOL
60                                   BEACON HIGH SCHOOL
61     FIORELLO H. LAGUARDIA HIGH SCHOOL OF MUSIC & ART
79      HIGH SCHOOL FOR MATHEMATICS SCI AND ENGINEERING
151                        BRONX HIGH SCHOOL OF SCIENCE
155    HIGH SCHOOL OF AMERICAN STUDIES AT LEHMAN COLLEG
187                      BROOKLYN TECHNICAL HIGH SCHOOL
198                                      BROOKLYN LATIN
278      LEON M. GOLDSTEIN HIGH SCHOOL FOR THE SCIENCES
287                   BARD HIGH SCHOOL EARLY COLLEGE II
302                         TOWNSEND HARRIS HIGH SCHOOL
304                     BENJAMIN N. CARDOZO HIGH SCHOOL
314                                THE SCHOLARS ACADEMY
325    QUEENS GATEWAY TO HEALTH SCIENCES SECONDARY SCHO
327     QUEENS HIGH SCHOOL FOR SCIENCES AT YORK COLLEGE
346           BACCALAUREATE SCHOOL FOR GLOBAL EDUCATION
356                 STATEN ISLAND TECHNICAL HIGH SCHOOL
Name: Name, dtype: object
24
363
151    BRONX HIGH SCHOOL OF SCIENCE                    
155    HIGH SCHOOL OF AMERICAN STUDIES AT LEHMAN COLLEG
Name: Name, dtype: object

Observations

Sure enough, most of these schools sound pretty brainy. The two in the Bronx included.

Group 2, Hispanic Student Population Over 95%

In [17]:
# create hispanic_per_95 data set
import numpy as np
columns = combined.iloc[:,[0,1,6,34,8,9,10,60,70]]
hispanic_per_95 = columns[combined["hispanic_per"] > 95]
display(hispanic_per_95)
DBN SCHOOL NAME sat_score NUMBER OF STUDENTS / SEATS FILLED AP Test Takers Total Exams Taken Number of Exams with scores 3 4 or 5 ell_percent hispanic_per
44 02M542 MANHATTAN BRIDGES HIGH SCHOOL 1,058.0000 107.1875 67.0000 102.0000 59.0000 72.6000 99.8000
82 06M348 WASHINGTON HEIGHTS EXPEDITIONARY LEARNING SCHOOL 1,174.0000 74.2000 129.0288 197.0385 153.4500 19.6000 96.7000
89 06M552 GREGORIO LUPERON HIGH SCHOOL FOR SCIENCE AND M... 1,014.0000 163.6154 88.0000 138.0000 73.0000 89.6000 99.8000
125 09X365 ACADEMY FOR LANGUAGE AND TECHNOLOGY 951.0000 110.2143 20.0000 20.0000 20.0000 86.6000 99.4000
141 10X342 INTERNATIONAL SCHOOL FOR LIBERAL ARTS 934.0000 141.6923 55.0000 73.0000 45.0000 79.9000 99.8000
176 12X388 PAN AMERICAN INTERNATIONAL HIGH SCHOOL AT MONROE 970.0000 119.1538 129.0288 197.0385 153.4500 92.9000 99.8000
253 19K583 MULTICULTURAL HIGH SCHOOL 887.0000 115.1667 44.0000 44.0000 39.0000 94.6000 99.8000
286 24Q296 PAN AMERICAN INTERNATIONAL HIGH SCHOOL 951.0000 116.0667 129.0288 197.0385 153.4500 91.3000 100.0000

Observations

This set of schools has the highest percentage of students identifying as Hispanic. The SAT scores all fall within the bottom quartile, with five of them scoring in the lowest tenth all the schools. The schools are further differentiated by having high percentages of students where English is a second language. The exception to this is the Washington Heights Expeditionary Learning School. All of the schools show a good percentage of passing scores on AP Exams.

Some people would consider AP Exam pass rate as a proxy for academic achievement. This combined with the large number of ELL students suggests that these SAT scores may be non-representational for some groups of NYC public school students.

Group 3, The Majority of the Schools

In [18]:
# create majority data set
majority = combined[(combined["sat_score"] < 1500) & (combined["hispanic_per"] < 95)]

# scatter plot for sat_scores and majority of schools
sns.relplot(data=majority, x="hispanic_per", y="sat_score", hue="boro")
plt.show()
In [19]:
# correlations between race & ethnicity and sat_score in the majority of schools
majority_correlations = majority.corr()
majority_correlations = majority_correlations["sat_score"]
majority_correlations.loc[["asian_per", "black_per", "hispanic_per", "white_per"]].plot.barh()
plt.show()

Observations

Removing the schools with the highest percentage of Hispanic students (this includes many international and ELL students) and the schools with SAT scores over 1500 shows a more uniform distribution of SAT scores but still accounts for 91% of the schools in the original data set. The correlation between SAT scores and percentage of students identifying as Hispanic drops to less than -0.2.

SAT Scores & Gender

Information on student gender percentages is also available.

In [20]:
# bar plot for correlations between gender percentage and sat_score
correlations.loc[["female_per", "male_per"]].plot.barh()
plt.show()
In [21]:
# scatter plots for sat_scores and gender
import matplotlib.pyplot as plt
genders = combined[["boro", "DBN", "SCHOOL NAME", "sat_score", "female_per", "male_per"]]
genders_melt = genders.melt(id_vars=["boro", "DBN", "SCHOOL NAME", "sat_score"])
sns.relplot(data=genders_melt, x="value", y="sat_score", hue="boro", col="variable")
plt.show()
In [22]:
# caluculate percentage female to male
all_the_kids = combined["NUMBER OF STUDENTS / SEATS FILLED"]
per_female = combined["female_per"].mean()
per_male = combined["male_per"].mean()
print("Total students =", all_the_kids.sum())
print("Percent female =", per_female)
print("Percent male =", per_male)
Total students = 62349.76177031602
Percent female = 50.62066115702485
Percent male = 49.37851239669419
In [23]:
# create sat_score over 1700 data set with female and male percentages
smart_kids = genders.iloc[:,2:6][genders["sat_score"] > 1700]
display(smart_kids)
SCHOOL NAME sat_score female_per male_per
5 BARD HIGH SCHOOL EARLY COLLEGE 1,856.0000 68.7000 31.3000
26 ELEANOR ROOSEVELT HIGH SCHOOL 1,758.0000 67.5000 32.5000
37 STUYVESANT HIGH SCHOOL 2,096.0000 40.7000 59.3000
60 BEACON HIGH SCHOOL 1,744.0000 61.0000 39.0000
61 FIORELLO H. LAGUARDIA HIGH SCHOOL OF MUSIC & A... 1,707.0000 73.6000 26.4000
79 HIGH SCHOOL FOR MATHEMATICS, SCIENCE AND ENGIN... 1,847.0000 34.2000 65.8000
151 BRONX HIGH SCHOOL OF SCIENCE 1,969.0000 42.2000 57.8000
155 HIGH SCHOOL OF AMERICAN STUDIES AT LEHMAN COLLEGE 1,920.0000 46.2000 53.8000
187 BROOKLYN TECHNICAL HIGH SCHOOL 1,833.0000 41.7000 58.3000
198 BROOKLYN LATIN SCHOOL, THE 1,740.0000 45.1000 54.9000
302 TOWNSEND HARRIS HIGH SCHOOL 1,910.0000 71.1000 28.9000
327 QUEENS HIGH SCHOOL FOR THE SCIENCES AT YORK CO... 1,868.0000 43.5000 56.5000
356 STATEN ISLAND TECHNICAL HIGH SCHOOL 1,953.0000 43.0000 57.0000

Observations

Three things from the results stand out.

First, the ratio of male to female students seems to have little to no effect on SAT scores.

Second, among the schools with SAT scores over 1700, there are five with over 60% female students and two with over 70%. There is only one with over 60% male students and none with over 70%. The two schools with the highest number of females are Townsend Harris High School (consistently ranked among the 100 best high schools in America) and LaGuardia High School. Both are magnet schools. The two schools with the highest average SAT scores are Stuyvesant High School (59% male) and Bronx High School of Science (58% male). Both of these are also magnet schools.

Third, particularly interesting from a stats point of view, is that the gender break down among all the schools is so close to fifty-fifty. About 50.62% of the students are female and 49.37% male.

SAT Scores & AP Exams

Advanced Placement (AP) courses are college preparatory classes in the US, and are scored on a 1-5 scale. Scores of 3 and above often receive credit in US colleges and universities. AP Exam scores can be seen as a proxy for academic success, similar to SAT scores. This data set provides a good look at how the two are related.

In [24]:
# create a column with percent of total sudents who took ap exams
combined["ap_per"] = combined["AP Test Takers "]/combined["total_enrollment"]
# scatter plot for ap_per and gender
sns.relplot(data=combined, x="ap_per", y="sat_score", hue="boro")
plt.show()
In [25]:
# examine schools with high percentage of students taking ap exam
all_ap = combined[["SCHOOL NAME", "sat_score", "ap_per"]][combined["ap_per"] > 0.5]
display(all_ap)
SCHOOL NAME sat_score ap_per
6 47 THE AMERICAN SIGN LANGUAGE AND ENGLISH SECO... 1,182.0000 0.7415
20 THE HIGH SCHOOL FOR LANGUAGE AND DIPLOMACY 1,223.4388 0.5288
31 MANHATTAN ACADEMY FOR ARTS & LANGUAGE 1,223.4388 0.7373
32 HUDSON HIGH SCHOOL OF LEARNING TECHNOLOGIES 1,223.4388 0.5709
33 INTERNATIONAL HIGH SCHOOL AT UNION SQUARE 1,223.4388 0.7331
39 UNITY CENTER FOR URBAN TECHNOLOGIES 1,070.0000 0.5444
43 REPERTORY COMPANY HIGH SCHOOL FOR THEATRE ARTS 1,253.0000 0.5946
50 HUMANITIES PREPARATORY ACADEMY 1,255.0000 0.6720
59 FRANK MCCOURT HIGH SCHOOL 1,223.4388 0.5892
83 HIGH SCHOOL FOR EXCELLENCE AND INNOVATION 1,223.4388 0.7249
111 BRONX BRIDGES HIGH SCHOOL 1,223.4388 0.8324
155 HIGH SCHOOL OF AMERICAN STUDIES AT LEHMAN COLLEGE 1,920.0000 0.5146
177 THE CINEMA SCHOOL 1,223.4388 0.5786
178 BRONX CAREER AND COLLEGE PREPARATORY HIGH SCHOOL 1,223.4388 0.5288
208 FRANCES PERKINS ACADEMY 1,122.0000 0.7458
209 EL PUENTE ACADEMY FOR PEACE AND JUSTICE 1,035.0000 0.5919
222 THE BROOKLYN ACADEMY OF GLOBAL FINANCE 1,223.4388 0.8115
272 LIFE ACADEMY HIGH SCHOOL FOR FILM AND MUSIC 1,124.0000 0.5141
273 EXPEDITIONARY LEARNING SCHOOL FOR COMMUNITY LE... 1,079.0000 0.5709
302 TOWNSEND HARRIS HIGH SCHOOL 1,910.0000 0.5377
321 HILLSIDE ARTS & LETTERS ACADEMY 1,223.4388 0.6451
327 QUEENS HIGH SCHOOL FOR THE SCIENCES AT YORK CO... 1,868.0000 0.5144
335 CAMBRIA HEIGHTS ACADEMY 1,223.4388 0.8777
In [26]:
# schools with sat_score == 1223.4388
twelvetwentythree = combined[(1223 < combined["sat_score"]) & (combined["sat_score"] < 1224)]
display(twelvetwentythree)
DBN SCHOOL NAME Num of SAT Test Takers SAT Critical Reading Avg. Score SAT Math Avg. Score SAT Writing Avg. Score sat_score SchoolName AP Test Takers Total Exams Taken Number of Exams with scores 3 4 or 5 Demographic School Name Cohort Total Cohort Total Grads - n Total Grads - % of cohort Total Regents - n Total Regents - % of cohort Total Regents - % of grads Advanced Regents - n Advanced Regents - % of cohort Advanced Regents - % of grads Regents w/o Advanced - n Regents w/o Advanced - % of cohort Regents w/o Advanced - % of grads Local - n Local - % of cohort Local - % of grads Still Enrolled - n Still Enrolled - % of cohort Dropped Out - n Dropped Out - % of cohort CSD NUMBER OF STUDENTS / SEATS FILLED NUMBER OF SECTIONS AVERAGE CLASS SIZE SIZE OF SMALLEST CLASS SIZE OF LARGEST CLASS SCHOOLWIDE PUPIL-TEACHER RATIO Name schoolyear fl_percent frl_percent total_enrollment prek k grade1 grade2 grade3 grade4 grade5 grade6 grade7 grade8 grade9 grade10 grade11 grade12 ell_num ell_percent sped_num sped_percent ctt_num selfcontained_num asian_num asian_per black_num black_per hispanic_num hispanic_per white_num white_per male_num male_per female_num female_per rr_s rr_t rr_p N_s N_t N_p saf_p_11 com_p_11 eng_p_11 aca_p_11 saf_t_11 com_t_11 eng_t_11 aca_t_11 saf_s_11 com_s_11 eng_s_11 aca_s_11 saf_tot_11 com_tot_11 eng_tot_11 aca_tot_11 dbn school_name boro building_code phone_number fax_number grade_span_min grade_span_max expgrade_span_min expgrade_span_max bus subway primary_address_line_1 city state_code zip website total_students campus_name school_type overview_paragraph program_highlights language_classes advancedplacement_courses online_ap_courses online_language_courses extracurricular_activities psal_sports_boys psal_sports_girls psal_sports_coed school_sports partner_cbo partner_hospital partner_highered partner_cultural partner_nonprofit partner_corporate partner_financial partner_other addtl_info1 addtl_info2 start_time end_time se_services ell_programs school_accessibility_description number_programs priority01 priority02 priority03 priority04 priority05 priority06 priority07 priority08 priority09 priority10 Location 1 lat lon school_dist ap_per
18 02M392 MANHATTAN BUSINESS ACADEMY s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 57.7143 2.2857 25.2571 23.4286 27.0000 0.0000 MANHATTAN BUSINESS ACADEMY 20112012 0.0000 64.0000 332 148 91 93 33.0000 9.9000 46.0000 13.9000 38 2 22 6.6000 98 29.5000 195 58.7000 16 4.8000 196.0000 59.0000 136.0000 41.0000 83.0000 94 40 172.0000 17.0000 81.0000 8.3000 8.0000 7.6000 8.2000 7.4000 7.5000 7.5000 8.2000 6.9000 6.4000 6.8000 7.5000 7.5000 7.3000 7.3000 8.0000 02M392 MANHATTAN BUSINESS ACADEMY Manhattan M440 212-647-1983 212-647-1989 9 12 0 12.0000 M11, M14A, M14D, M20, M23, M7 1 to 18th St ; 2, 3, F, M to 14th St ; A, C, E... 351 West 18 Street New York NY 10011 www.manhattanbusinessacademy.org 426.0000 Bayard Rustin Educational Campus 0 We are a small community committed to creating... 4 years of core courses in Math, Science, Engl... Spanish Statistics 0 French, Spanish Burton Chill Programs: Snowboarding (Winter) a... Baseball, Basketball & JV Basketball, Soccer, ... Basketball & JV Basketball, Soccer, Softball, ... Bowling Intramural Basketball, Cheerleading Virtual Enterprises International Mount Sinai Baruch College College Now, BMCC College Now, ... Student Press Initiative Futures and Option: Career Essentials Program,... Deloitte, Advent Solutions 0 Institute for Student Achievement After-school tutoring, PSAT and SAT prep class... 0 8:30 AM 3:15 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 351 West 18 Street\nNew York, NY 10011\n(40.74... 40.7429 -74.0021 02 0.3886
19 02M393 BUSINESS OF SPORTS SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 110.1429 5.0000 22.1286 16.1429 26.4286 0.0000 THE BUSINESS OF SPORTS SCHOOL 20112012 0.0000 58.7000 304 150 114 40 23.0000 7.6000 65.0000 21.4000 37 4 5 1.6000 108 35.5000 174 57.2000 13 4.3000 220.0000 72.4000 84.0000 27.6000 92.0000 100 39 194.0000 18.0000 80.0000 8.1000 7.6000 7.5000 7.9000 6.2000 5.8000 6.6000 7.0000 6.2000 6.1000 6.3000 7.0000 6.8000 6.5000 6.8000 7.3000 02M393 BUSINESS OF SPORTS SCHOOL Manhattan M625 212-246-2183 212-246-2913 9 12 0 12.0000 M10, M104, M11, M20, M31, M34A-SBS, M42, M50, ... 1, C, E to 50th St ; A to 42nd St-Port Authori... 439 West 49Th Street New York NY 10019 www.nycBOSS.org 420.0000 Graphics Educational Campus CTE School We are a small Career & Technical Education (C... Students may receive CTE endorsement in Entrep... Spanish English Language and Composition, Environmenta... 0 French, Spanish College Guidance, Computer Tech, Dance, Future... Baseball & JV Baseball, Basketball & JV Basket... Basketball, Softball Bowling, Handball, Outdoor Track BOSS has a Varsity Soccer team in the SSAL. Federation Employment and Guidance Services, I... 0 St. John's University, Borough of Manhattan Co... 0 New Visions for Public Schools, iMentor ESPN The Magazine, The Crons Brand, Morgan Sta... 0 Virtual Enterprises, Network for the Teaching ... Business Dress Code Required: On certain days,... Community Service Requirement, Extended Day Pr... 8:50 AM 3:30 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 439 West 49Th Street\nNew York, NY 10019\n(40.... 40.7634 -73.9905 02 0.4244
20 02M399 THE HIGH SCHOOL FOR LANGUAGE AND DIPLOMACY s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 87.3636 5.0000 17.8545 14.0909 24.0000 0.0000 THE HIGH SCHOOL FOR LANGUAGE AND DIPLOMACY 20112012 0.0000 80.8000 244 109 57 78 69.0000 28.3000 41.0000 16.8000 14 15 108 44.3000 38 15.6000 80 32.8000 13 5.3000 117.0000 48.0000 127.0000 52.0000 84.0000 50 36 123.0000 7.0000 52.0000 8.1000 7.3000 7.1000 7.3000 6.3000 3.2000 4.1000 5.0000 6.6000 5.7000 6.3000 6.9000 7.0000 5.4000 5.8000 6.4000 02M399 THE HIGH SCHOOL FOR LANGUAGE AND DIPLOMACY Manhattan M460 212-253-2480 212-253-2539 9 12 0 12.0000 M101, M102, M103, M14A, M14D, M15, M2, M23, M3... 1, 2, 3, F, M to 14th St - 6th Ave ; 4, 5, 6, ... 40 Irving Place New York NY 10003 www.hsflad.org 358.0000 Washington Irving Educational Campus 0 A member of the Asia Society International Stu... Intensive Chinese Language Program for all stu... American Sign Language, Arabic, Chinese (Manda... Biology, Calculus BC, Chinese Language and Cul... 0 0 IRIS Literary Magazine, Chess, Japanese, Journ... Baseball, Basketball, Handball, Soccer, Volley... Basketball & JV Basketball, Softball, Volleyball Outdoor Track As we expand, we plan to offer Intramural Spor... The United Nations Association of the United S... Beth Israel campus/school-based Health Center ... New York University Rueben Museum YMCA 0 0 Asia Society International Studies Schools Net... Senior Year Internship Community Service Requirement, Dress Code Requ... 8:00 AM 3:30 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 40 Irving Place\nNew York, NY 10003\n(40.73551... 40.7355 -73.9876 02 0.5288
31 02M427 MANHATTAN ACADEMY FOR ARTS & LANGUAGE s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 94.0000 4.4000 23.0200 16.6000 27.0000 0.0000 MANHATTAN ACADEMY FOR ARTS & LANGUAGE 20112012 0.0000 97.5000 175 94 81 152.0000 86.9000 12.0000 6.9000 7 2 11 6.3000 14 8.0000 148 84.6000 2 1.1000 96.0000 54.9000 79.0000 45.1000 95.0000 100 39 82.0000 8.0000 32.0000 9.0000 8.6000 8.1000 8.3000 9.0000 9.0000 9.7000 9.6000 7.7000 6.0000 7.3000 7.6000 8.6000 7.8000 8.4000 8.5000 02M427 MANHATTAN ACADEMY FOR ARTS & LANGUAGE Manhattan M620 212-576-0502 212-576-0518 9 12 0 12.0000 M101, M102, M15, M15-SBS, M2, M34A-SBS, M34-SB... 4, 5, 7, G, S to Grand Central - 42nd St ; 6 t... 111 East 33Rd Street New York NY 10016 www.maalnyc.org 312.0000 Norman Thomas Educational Campus 0 Our mission is to provide a high-quality educa... Freestanding ESL, Transitional Bilingual Educa... Spanish 0 0 0 Strings Program, Leadership, Student Governmen... Baseball, Basketball Basketball, Softball, Volleyball 0 0 0 0 Hunter College Urban Arts Partnership, National Dance Institu... 0 0 0 0 Dress Code Required: black polo shirt, beige/t... 0 9:00 AM 3:40 PM This school will provide students with disabil... ESL; Transitional Bilingual Program: Spanish Functionally Accessible 1 Open only to New York City residents who are E... 0 0 0 0 0 0 0.0000 0.0000 0.0000 111 East 33Rd Street\nNew York, NY 10016\n(40.... 40.7461 -73.9810 02 0.7373
32 02M437 HUDSON HIGH SCHOOL OF LEARNING TECHNOLOGIES s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 84.0000 3.0000 28.0000 27.0000 29.0000 0.0000 HUDSON HIGH SCHOOL OF LEARNING TECHNOLOGIES 20112012 0.0000 61.5000 226 122 104 20.0000 8.8000 37.0000 16.4000 14 10 13 5.8000 53 23.5000 141 62.4000 15 6.6000 137.0000 60.6000 89.0000 39.4000 94.0000 100 73 102.0000 10.0000 80.0000 8.7000 7.6000 7.4000 7.7000 8.7000 8.9000 9.4000 9.4000 7.0000 7.0000 6.9000 7.5000 8.1000 7.8000 7.9000 8.2000 02M437 Hudson High School of Learning Technologies Manhattan M440 212-488-3330 212-488-3335 9 12 0 12.0000 M11, M14A, M14D, M20, M23, M7 1 to 18th St ; 2, 3, F, M to 14th St ; A, C, E... 351 West 18 Street New York NY 10011 www.hudsonhs.com 462.0000 Bayard Rustin Educational Campus 0 Hudson High School of Learning Technologies (H... Core classes are scheduled in rotating blocks;... Spanish 0 Biology, Calculus AB, English Literature and C... Chinese, English, French, German, Italian, Latin Art, Music, Dance, Photography, Knitting, Muse... Baseball & JV Baseball, Basketball & JV Basket... Basketball & JV Basketball, Tennis, Volleyball... Bowling 0 Institute for Students Achievement (ISA) The Mount Sinai Health Clinic (located on the ... Bank Street College, Teachers College, New Yor... Museum of the Moving Image, Museum of Mathemat... The Stupski Foundation, MOUSE - Empowering You... 0 0 0 Before and after-school program offered, Satur... Community Service Requirement, Student Summer ... 8:45 AM 3:30 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 351 West 18 Street\nNew York, NY 10011\n(40.74... 40.7429 -74.0021 02 0.5709
33 02M438 INTERNATIONAL HIGH SCHOOL AT UNION SQUARE s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.0000 98.0000 4.0000 24.5000 23.0000 26.0000 0.0000 INTERNATIONAL HIGH SCHOOL AT UNION SQUARE 20112012 0.0000 82.8000 176 70 106 167.0000 94.9000 1.0000 0.6000 0 0 71 40.3000 22 12.5000 76 43.2000 6 3.4000 108.0000 61.4000 68.0000 38.6000 86.0000 100 30 82.0000 7.0000 28.0000 8.8000 7.6000 7.4000 8.1000 8.1000 7.9000 8.1000 8.3000 7.5000 6.8000 7.3000 7.3000 8.1000 7.4000 7.6000 7.9000 02M438 International High School at Union Square Manhattan M460 212-533-2560 212-228-2946 9 12 0 12.0000 M101, M102, M103, M14A, M14D, M15, M2, M23, M3... 1, 2, 3, F, M to 14th St - 6th Ave ; 4, 5, 6, ... 40 Irving Place New York NY 10003 www.ihs-us.org 339.0000 Washington Irving Educational Campus International School The mission of International High School at Un... English and home language skill development th... 0 0 0 0 Before- and After-school Tutoring, Film, Stude... Baseball, Baseball & JV Baseball, Basketball, ... Basketball, Softball, Volleyball & JV Volleyball Handball New York Road Runners Team, Biking Club McBurney YMCA, New York Cares, Arkadium, Day O... Beth Israel School-based Health Clinic City Universtiy of New York 0 0 0 0 Member school of the Internationals Network fo... 0 Internship Requirement 8:45 AM 3:05 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open only to New York City residents living in... 0 0 0 0 0 0 0.0000 0.0000 0.0000 40 Irving Place\nNew York, NY 10003\n(40.73551... 40.7355 -73.9876 02 0.7331
56 03M402 THE URBAN ASSEMBLY SCHOOL FOR GREEN CAREERS s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.0000 10.0000 1.0000 10.0000 10.0000 10.0000 0.0000 THE URBAN ASSEMBLY SCHOOL FOR GREEN CAREERS 20112012 0.0000 73.2000 283 124 84 75 71.0000 25.1000 61.0000 21.6000 33 9 5 1.8000 56 19.8000 215 76.0000 5 1.8000 161.0000 56.9000 122.0000 43.1000 53.0000 30 27 93.0000 6.0000 48.0000 8.2000 7.9000 7.7000 8.0000 4.4000 4.2000 5.2000 5.7000 6.3000 6.4000 6.3000 7.2000 6.3000 6.2000 6.4000 7.0000 03M402 The Urban Assembly School for Green Careers Manhattan M470 212-787-1189 212-787-1455 9 12 0 12.0000 M10, M104, M5, M7, M79, M86 1, B, C to 86th St ; 2, 3 to 96th St 145 West 84 Street New York NY 10024 www.uagreencareers.org 395.0000 Louis D. Brandeis Educational Campus CTE School The Urban Assembly School for Green Careers (U... All students must choose a Career and Technica... Spanish English Literature and Composition 0 0 Internships with external partners (Friends of... Baseball, Basketball & JV Basketball, Bowling,... Basketball, Bowling, Softball, Tennis, Volleyball 0 Intramural Basketball, Yoga Ace Mentoring NYC Association of Energy Afford... 0 New York City College of Technology, The City ... 0 Urban Assembly, Urban Agenda, Regional Plan As... Jonathan Rose Companies, Thornton Tomasetti, I... 0 New York State Department of Environmental Con... We require an Academic Portfolio for graduatio... 0 8:30 AM 3:30 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 145 West 84 Street\nNew York, NY 10024\n(40.78... 40.7857 -73.9744 03 0.4559
57 03M403 THE GLOBAL LEARNING COLLABORATIVE s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.0000 84.4000 3.4000 24.9800 20.0000 30.0000 0.0000 THE GLOBAL LEARNING COLLABORATIVE 20112012 0.0000 68.4000 358 192 108 58 69.0000 19.3000 69.0000 19.3000 41 7 13 3.6000 99 27.7000 224 62.6000 21 5.9000 184.0000 51.4000 174.0000 48.6000 79.0000 100 24 162.0000 16.0000 47.0000 8.5000 7.9000 7.7000 7.6000 7.2000 7.6000 8.3000 8.2000 7.0000 6.7000 7.1000 7.4000 7.6000 7.4000 7.7000 7.7000 03M403 The Global Learning Collaborative Manhattan M470 212-877-1103 212-877-1138 9 12 0 12.0000 M10, M104, M5, M7, M79, M86 1, B, C to 86th St ; 2, 3 to 96th St 145 West 84 Street New York NY 10024 www.theglcnyc.org 480.0000 Louis D. Brandeis Educational Campus 0 At the Global Learning Collaborative, our goal... Small Group Advisories, Three-Tiered Recitatio... Arabic, Chinese (Mandarin), Italian, Spanish Biology, Calculus AB, English Literature and C... 0 0 Model UN, Mock Trial Team, Cooking, Student Go... Baseball & JV Baseball, Basketball & JV Basket... Basketball, Bowling, Soccer, Softball, Tennis,... 0 0 0 St. Luke's Hospital School Based Clinic Hunter College, Fordham University, Columbia U... Confucious Classroom, American Council of Inte... Sights for Students 0 0 International Studies Schools Network/Asia Soc... 0 Community Service Requirement, Extended Day Pr... 8:30 AM 3:30 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Manhattan students or residents wh... Then to New York City residents who attend an ... Then to Manhattan students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 145 West 84 Street\nNew York, NY 10024\n(40.78... 40.7857 -73.9744 03 0.3604
59 03M417 FRANK MCCOURT HIGH SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.0000 75.0000 3.0000 25.0000 24.0000 27.0000 0.0000 FRANK MCCOURT HIGH SCHOOL 20112012 0.0000 24.0000 219 131 88 2.0000 0.9000 38.0000 17.4000 14 0 15 6.8000 40 18.3000 81 37.0000 81 37.0000 102.0000 46.6000 117.0000 53.4000 98.0000 100 47 97.0000 8.0000 47.0000 8.4000 7.6000 7.3000 7.6000 6.9000 7.0000 7.0000 7.9000 7.3000 7.3000 7.1000 7.7000 7.5000 7.3000 7.2000 7.8000 03M417 FRANK McCOURT HIGH SCHOOL Manhattan M470 212-362-2015 212-362-5926 9 12 0 12.0000 M10, M104, M5, M7, M79, M86 1, B, C to 86th St ; 2, 3 to 96th St 145 West 84 Street New York NY 10024 www.fmhsnyc.org 373.0000 Louis D. Brandeis Educational Campus 0 At Frank McCourt High School (FMHS), we prepar... Advisory, Inquiry-based cooperative group work... Spanish 0 0 0 Asian Cultures, Community Cares, Model UN, New... Baseball & JV Baseball, Basketball & JV Basket... Bowling, Soccer, Softball, Tennis, Volleyball 0 As we expand, we plan to offer intramural spor... 0 0 0 0 0 0 0 0 Our school uses 'problem-based learning' to de... 0 8:40 AM 3:00 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open to New York City residents 0 0 0 0 0 0 0.0000 0.0000 0.0000 145 West 84 Street\nNew York, NY 10024\n(40.78... 40.7857 -73.9744 03 0.5892
74 05M362 COLUMBIA SECONDARY SCHOOL FOR MATH, SCIENCE, A... s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.0000 84.6667 2.8333 25.3667 24.5000 25.8333 0.0000 COLUMBIA SECONDARY SCHOOL 20112012 0.0000 46.3000 474 97 96 95 91 95 3.0000 0.6000 2.0000 0.4000 1 0 55 11.6000 95 20.0000 230 48.5000 87 18.4000 235.0000 49.6000 239.0000 50.4000 91.0000 90 44 343.0000 18.0000 159.0000 7.8000 7.7000 7.5000 8.1000 7.3000 6.9000 7.1000 8.3000 6.9000 6.8000 7.0000 7.4000 7.3000 7.1000 7.2000 7.9000 05M362 Columbia Secondary School Manhattan M125 212-666-1278 212-666-3805 6 12 0 12.0000 Bx15, M10, M100, M101, M104, M11, M2, M3, M4, ... 1, A, B, C, D to 125th St 425 West 123 Street New York NY 10027 www.columbiasecondary.org 664.0000 0 0 Columbia Secondary School (CSS) is a 6-12 scho... Seven-year Math, Science and Engineering progr... Latin, Spanish, Spanish Native Language Arts Biology, English Literature and Composition, S... 0 0 Amnesty International, Ancient Egypt, Architec... 0 0 0 Co-ed Fitness Program: Basketball, Biking, Cap... Double Discovery, Harlem Tutorial Program,Urba... 0 Columbia University, Teachers College 0 0 0 0 0 Uniform Required: dark blue shirt with CSS lo... 0 8:00 AM 4:00 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to continuing 8th graders Then to New York City residents 0 0 0 0 0 0.0000 0.0000 0.0000 425 West 123 Street\nNew York, NY 10027\n(40.8... 40.8109 -73.9569 05 0.2722
83 06M423 HIGH SCHOOL FOR EXCELLENCE AND INNOVATION s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.0000 34.0000 2.0000 17.0000 16.0000 18.0000 0.0000 HIGH SCHOOL FOR EXCELLENCE AND INNOVATION 20112012 0.0000 99.2000 178 76 48 54 35.0000 19.7000 61.0000 34.3000 27 10 0 0.0000 46 25.8000 129 72.5000 0 0.0000 94.0000 52.8000 84.0000 47.2000 90.0000 100 73 114.0000 13.0000 90.0000 9.2000 8.6000 8.2000 8.4000 8.2000 7.7000 8.3000 8.7000 7.6000 6.2000 6.5000 7.6000 8.3000 7.5000 7.7000 8.3000 06M423 High School for Excellence and Innovation Manhattan M052 212-569-1022 212-569-1190 9 12 0 12.0000 Bx12-SBS, Bx20, Bx7, M100, M3, M4 1 to Dyckman St ; A to Dyckman St-200th St 650 Academy Street New York NY 10034 http://schools.nyc.gov/schoolportals/06/M423 223.0000 0 0 At the High School for Excellence and Innovati... Saturday Academy and PM School provide student... Spanish English Literature and Composition 0 0 Arts and Cultural Trips, Photography Class, Co... 0 0 0 Boys: Baseball, Basketball, Flag Football, Tra... East Side House (ESH) (provides comprehensive ... New York-Presbyterian Hospital - Center for Co... Columbia University Medical Center, Hostos Com... Educational Video Center, New York City Histor... Urban ARts- Fresh Prep Program Teen Leadership... Educators for Social Responsibility, reDesign,... 0 Office of Postsecondary Readiness (Intermediary) Uniform Required: shirt with school logo, Summ... Extended Day Program, Student Summer Orientation 8:45 AM 3:30 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Open only to 15-16-year-old students entering ... 0 0 0 0 0 0 0.0000 0.0000 0.0000 650 Academy Street\nNew York, NY 10034\n(40.86... 40.8660 -73.9249 06 0.7249
103 08X269 BRONX STUDIO SCHOOL FOR WRITERS AND ARTISTS s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.0000 87.7143 3.4286 27.2286 24.2857 30.2857 0.0000 BRONX STUDIO SCHOOL 20112012 0.0000 85.6000 500 96 91 77 110 83 43 46.0000 9.2000 67.0000 13.4000 11 41 6 1.2000 112 22.4000 374 74.8000 5 1.0000 220.0000 44.0000 280.0000 56.0000 0.0000 28 17 598.2083 9.0000 62.0000 8.5000 7.6000 7.4000 7.8000 6.4000 6.7000 6.0000 6.9000 6.6117 6.0947 6.6203 7.3814 7.3000 7.0000 6.6000 7.2000 08X269 Bronx Studio School for Writers and Artists Bronx X392 718-893-5158 718-893-5982 6 12 0 12.0000 Bx11, Bx17, Bx19, Bx27, Bx35, Bx4, Bx46, Bx4A,... 2, 5 to Intervale Ave ; 6 to Hunts Point Ave 928 Simpson Street Bronx NY 10459 http://schools.nyc.gov/schoolportals/08/X269 540.0000 0 0 Our mission is to provide students of all acad... Advisory, Leadership Classes, Electives in Lit... Chinese (Mandarin), Spanish English Literature and Composition, Environmen... 0 0 Student Council, Student Mediators, Art, Dance... Rugby Basketball, Rugby, Volleyball Cross Country Boys Basketball Team and Intramural 3-on-3 Bas... Casita Maria, Inc., F.E.G.S., UNITAS 0 0 Afro-Latin Jazz Aliance Teaching Matters Inc., Elevate NY 0 0 0 Dress Code Required: short or long-sleeved dar... 0 8:20 AM 3:20 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to continuing 8th graders Then to New York City residents who attend an ... Then to New York City residents 0 0 0 0 0.0000 0.0000 0.0000 928 Simpson Street\nBronx, NY 10459\n(40.82062... 40.8206 -73.8931 08 0.2581
109 08X376 ANTONIA PANTOJA PREPARATORY ACADEMY, A COLLEGE... s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.0000 47.0000 2.0000 23.5000 23.0000 24.0000 0.0000 ANTONIA PANTOJA PREPARATORY ACADEMY 20112012 0.0000 81.3000 432 91 97 98 97 49 32.0000 7.4000 104.0000 24.1000 48 35 21 4.9000 120 27.8000 285 66.0000 3 0.7000 203.0000 47.0000 229.0000 53.0000 70.0000 92 20 252.0000 24.0000 68.0000 7.6000 6.7000 6.7000 6.8000 5.1000 3.5000 4.1000 5.1000 5.6000 5.9000 6.2000 7.0000 6.1000 5.4000 5.7000 6.3000 08X376 Antonia Pantoja Preparatory Academy: A College... Bronx X450 718-824-3152 718-824-3543 6 12 0 12.0000 Bx22, Bx27, Bx36, Bx39, Bx5 0 1980 Lafayette Avenue Bronx NY 10473 http://schools.nyc.gov/schoolportals/08/X376 466.0000 Adlai E. Stevenson Educational Campus 0 Antonia Pantoja Preparatory Academy (APPA) is ... Individualized university/college, academic an... French, Japanese, Spanish 0 0 0 Advisory, Chess, Community Service, Drama, Men... 0 0 0 Baseball, Basketball, Capoeira, Rugby, Soccer,... 0 0 Hostos Community College, Fordham University, ... 0 College Board, The Green Institute, DreamYard,... 0 0 0 Uniform Required: white blouse/button-down shi... Community Service Requirement, Extended Day Pr... 8:00 AM 2:45 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to continuing 8th graders Then to Bronx students or residents who attend... Then to New York City residents who attend an ... Then to Bronx students or residents Then to New York City residents 0 0 0.0000 0.0000 0.0000 1980 Lafayette Avenue\nBronx, NY 10473\n(40.82... 40.8223 -73.8560 08 0.2987
111 08X432 BRONX BRIDGES HIGH SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 8.0000 53.4000 3.0000 19.0800 17.2000 21.0000 0.0000 BRONX BRIDGES HIGH SCHOOL 20112012 0.0000 87.2000 155 75 80 123.0000 79.4000 12.0000 7.7000 9 3 8 5.2000 13 8.4000 129 83.2000 4 2.6000 81.0000 52.3000 74.0000 47.7000 99.0000 100 81 76.0000 5.0000 61.0000 8.8000 8.3000 7.6000 8.5000 9.3000 7.8000 9.6000 9.8000 6.9000 6.3000 6.6000 7.1000 8.3000 7.5000 7.9000 8.5000 08X432 BRONX BRIDGES HIGH SCHOOL Bronx X450 718-829-2984 718-829-2987 9 12 0 12.0000 Bx22, Bx27, Bx36, Bx39, Bx5 0 1980 Lafayette Avenue Bronx NY 10473 www.bronxbridges.org 313.0000 Adlai E. Stevenson Educational Campus 0 Our school is designed for English Language Le... Small advisory groups led by a faculty mentor;... French, Spanish Biology, Calculus AB, Spanish Language and Cul... French Language and Culture, French Literature Arabic, Bengali African Dance, Art, Basketball, Community Just... Baseball, Basketball, Football & JV Football, ... Basketball, Bowling, Soccer, Softball, Tennis,... 0 Baseball, Soccer; all PSAL sports listed above... Good Shepherd Services, Ramapo for Children, Inc. School Based Health Clinic with Montefiore. 0 0 0 Ernst & Young Mentoring Program 0 0 Dress-Code Required: Please contact the school... Community Service Requirement 8:00 AM 3:45 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open only to New York City residents who are E... Priority to Bronx students or residents Then to New York City residents 0 0 0 0 0.0000 0.0000 0.0000 1980 Lafayette Avenue\nBronx, NY 10473\n(40.82... 40.8223 -73.8560 08 0.8324
123 09X324 BRONX EARLY COLLEGE ACADEMY FOR TEACHING & LEA... s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.0000 83.8750 3.1250 27.9625 26.0000 30.0000 0.0000 BRONX EARLY COLLEGE ACADEMY FOR TEACHING & LEARN 20112012 0.0000 79.4000 493 85 91 84 77 75 81 54.0000 11.0000 80.0000 16.2000 21 21 15 3.0000 158 32.0000 318 64.5000 1 0.2000 239.0000 48.5000 254.0000 51.5000 88.0000 88 60 323.0000 22.0000 207.0000 8.5000 8.2000 8.0000 8.1000 6.6000 5.1000 6.1000 6.7000 6.7000 6.7000 7.1000 8.2000 7.3000 6.6000 7.1000 7.7000 09X324 Bronx Early College Academy for Teaching & Lea... Bronx X166 718-681-8287 718-681-8650 6 12 0 12.0000 Bx1, Bx13, Bx2, Bx32, Bx35, Bx41, Bx41-SBS, Bx6 4, B to 161st St-Yankee Stadium ; B, D to 167t... 250 East 164 Street Bronx NY 10456 www.bronxearlycollegeacademy.com 508.0000 0 0 Bronx Early College Academy (BECA) is an Inter... iZone School with blended online classrooms; f... French, Spanish 0 0 0 After-school Club Day, Bronx Arts Ensemble, Br... 0 0 0 Baseball, Basketball, Flag Football, Track and... Union Square Hospitality Group Montefiore Medical Center Lehman College, City University of New York (C... Lehman College Art Gallery Literacy Inc., Learning Leaders, PENCIL, Teach... 0 0 Kaplan, Aussie Dress Code Required: School Shirt and khaki pa... Extended Day Program Requirement 8:30 AM 3:15 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to continuing 8th graders Then to New York City residents 0 0 0 0 0 0.0000 0.0000 0.0000 250 East 164 Street\nBronx, NY 10456\n(40.8287... 40.8287 -73.9178 09 0.2617
177 12X478 THE CINEMA SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.0000 69.6364 3.0909 22.6909 18.7273 25.0000 0.0000 THE CINEMA SCHOOL 20112012 0.0000 75.9000 223 91 61 71 9.0000 4.0000 9.0000 4.0000 1 0 10 4.5000 64 28.7000 145 65.0000 4 1.8000 91.0000 40.8000 132.0000 59.2000 90.0000 100 32 118.0000 10.0000 41.0000 9.0000 8.6000 8.3000 8.8000 9.0000 8.6000 9.2000 9.3000 7.5000 7.1000 7.5000 8.1000 8.5000 8.1000 8.3000 8.7000 12X478 THE CINEMA SCHOOL Bronx X423 718-620-2560 718-620-2561 9 12 0 12.0000 Bx11, Bx27, Bx36, Bx4, Bx4A, Q44 6 to Elder Ave 1551 East 172Nd Street Bronx NY 10472 www.thecinemaschool.org 318.0000 James Monroe Educational Annex 0 The Cinema School offers a rich liberal arts e... Mid-year Animation & Movie Institute: develop ... 0 Biology, Calculus AB, English Language and Com... 0 French, German, Italian, Portuguese, Spanish Film Screenings, Acting & Directing in Film, F... Baseball & JV Baseball, Basketball & JV Basket... Basketball & JV Basketball, Softball, Swimming 0 Archery, Basketball, Capoeira, Open Gym, Volle... Ghetto Film School, our partner organization, ... 0 City of New York (CUNY) - Lehman College: Coll... Museum of the Moving Image, Lincoln Center Soc... 0 NewsCorp, Wieden + Kennedy, CNN, JP Morgan Cha... 0 New York Cares 0 Community Service Requirement, Extended Day Pr... 8:30 AM 3:45 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open to New York City residents 0 0 0 0 0 0 0.0000 0.0000 0.0000 1551 East 172Nd Street\nBronx, NY 10472\n(40.8... 40.8314 -73.8783 12 0.5786
178 12X479 BRONX CAREER AND COLLEGE PREPARATORY HIGH SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 12.0000 53.8571 2.5714 21.9429 18.8571 24.1429 0.0000 BRONX CAREER AND COLLEGE PREPARATORY HIGH SCHOOL 20112012 0.0000 72.2000 244 118 78 48 41.0000 16.8000 67.0000 27.5000 34 24 6 2.5000 91 37.3000 146 59.8000 1 0.4000 108.0000 44.3000 136.0000 55.7000 61.0000 78 41 91.0000 7.0000 60.0000 8.4000 7.6000 7.3000 7.6000 6.5000 6.4000 6.7000 7.6000 6.5000 5.9000 6.4000 7.4000 7.1000 6.6000 6.8000 7.6000 12X479 Bronx Career and College Preparatory High School Bronx X158 718-542-4011 718-542-4377 9 12 0 12.0000 Bx11, Bx15, Bx17, Bx19, Bx21, Bx27, Bx35, Bx4,... 2, 5 to Intervale Av ; 2, 5 to Intervale Ave 800 Home Street Bronx NY 10456 www.bccprep.com 323.0000 0 0 Bronx Career and College Preparatory High Scho... College & Career Program, Internships, College... Italian, Spanish 0 0 Spanish, Spanish Native Language Arts Yoga, Dance, Glee, Mentoring, Music Production... 0 0 0 Boys Intramural Basketball Affinity Health Plan, Healthy Respect, South B... 0 Lehman College, Bronx Community College Deep Sea Innertainment, Inc. Solid Foundations for Healthy Families Quests & Summits, Inc., New Teacher Center Bethex Federal Credit Union 0 Personal Technology is not allowed on school g... Community Service Requirement, Internship Requ... 8:00 AM 2:15 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to New York City residents who attend... Then to New York City residents 0 0 0 0 0 0.0000 0.0000 0.0000 800 Home Street\nBronx, NY 10456\n(40.82776397... 40.8278 -73.9004 12 0.5288
191 13K527 URBAN ASSEMBLY INSTITUTE OF MATH AND SCIENCE F... s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 13.0000 84.0000 3.3333 24.9000 23.6667 25.6667 0.0000 URBAN ASSEMBLY INSTITUTE OF MATH AND SCIENCE FOR 20112012 0.0000 62.2000 469 88 75 83 99 61 63 7.0000 1.5000 62.0000 13.2000 40 4 24 5.1000 372 79.3000 55 11.7000 12 2.6000 0.0000 0.0000 469.0000 100.0000 91.0000 89 39 352.0000 25.0000 144.0000 7.9000 7.6000 7.8000 7.8000 6.8000 6.8000 6.9000 7.6000 5.8000 6.4000 6.6000 7.4000 6.9000 6.9000 7.1000 7.6000 13K527 Urban Assembly Institute of Math and Science f... Brooklyn K313 718-260-2300 718-260-2301 6 12 0 12.0000 B103, B25, B26, B38, B41, B45, B54, B57, B61, ... 2, 3, 4, 5, R to Borough Hall ; A, C, F to Jay... 283 Adams Street Brooklyn NY 11201 www.uainstitute.com 508.0000 0 All-Girls School Our school is an all-girls school designed to ... Pre-Calculus and Engineering courses at Polyte... French, Spanish Calculus AB, English Literature and Compositio... 0 0 Girls Inc. of NYC Teen Program, Digital Design... 0 Basketball 0 Intramural Volleyball, Cheerleading, Power Pla... Crown Heights Mediation Center, Park Slope Cen... Long Island College Hospital Polytechnic Institute of New York University, ... Learning Through an Expanded Arts Program (LEA... Urban Assembly, Children’s Aid Society’s Carre... Thornton-Tomasetti Group, Con Edison, Alexande... 0 New York City Department of Design and Constru... 0 Extended Day Program 8:30 AM 3:20 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open only to female students Priority to continuing 8th graders Then to New York City residents who attend an ... Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 283 Adams Street\nBrooklyn, NY 11201\n(40.6946... 40.6946 -73.9886 13 0.2751
197 14K322 FOUNDATIONS ACADEMY s 404.1194 419.6567 399.6627 1,223.4388 Foundations Academy 42.0000 53.0000 153.4500 Total Cohort FOUNDATIONS ACADEMY 2006 60.0000 41 68.3% 26 43.3% 63.4% 1 1.7% 2.4% 25 41.7% 61% 15 25% 36.6% 14 23.3% 2 3.3% 14.0000 37.0000 1.8333 20.6000 18.5000 22.8333 0.0000 FOUNDATIONS ACADEMY 20112012 0.0000 78.7000 141 51 32 27 31 8.0000 5.7000 40.0000 28.4000 9 21 2 1.4000 94 66.7000 42 29.8000 2 1.4000 80.0000 56.7000 61.0000 43.3000 62.0000 100 42 103.0000 14.0000 66.0000 8.4000 7.8000 7.6000 7.7000 6.0000 5.7000 5.9000 6.5000 6.9000 6.4000 7.2000 7.7000 7.1000 6.6000 6.9000 7.3000 14K322 Foundations Academy Brooklyn K033 718-302-5092 718-599-1369 9 12 0 12.0000 B15, B38, B43, B44, B46, B47, B48, B54, B57 G to Myrtle Ave-Willoughby Ave ; J, M to Flush... 70 Tompkins Avenue Brooklyn NY 11206 http://schools.nyc.gov/schoolportals/14/K322 110.0000 0 0 We prepare all of our students for career and ... Leadership, Service Learning, Social Justice Spanish Biology, Calculus AB, English Literature and C... 0 0 Debate Team, Math, Mock Trial Team, Model UN, ... Basketball & JV Basketball, Soccer, Volleyball... Basketball & JV Basketball, Volleyball & JV Vo... Bowling, Golf, Outdoor Track 0 Reading Excellence and Discovery (READ) Founda... 0 0 0 Institute for Student Achievement (ISA) 0 0 0 Uniform Required: collared polo or button-down... 0 8:30 AM 3:30 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to Brooklyn students or residents who... Then to New York City residents who attend an ... Then to Brooklyn students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 70 Tompkins Avenue\nBrooklyn, NY 11206\n(40.69... 40.6971 -73.9467 14 0.2979
218 15K667 SUNSET PARK HIGH SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15.0000 376.7778 13.8889 26.8556 24.0000 30.4444 0.0000 SUNSET PARK HIGH SCHOOL 20112012 0.0000 79.9000 988 340 325 323 142.0000 14.4000 220.0000 22.3000 86 28 46 4.7000 77 7.8000 798 80.8000 66 6.7000 501.0000 50.7000 487.0000 49.3000 95.0000 98 47 629.0000 51.0000 304.0000 8.3000 7.9000 7.9000 8.1000 7.0000 7.0000 7.8000 8.4000 6.4000 6.4000 6.9000 7.3000 7.2000 7.1000 7.5000 7.9000 15K667 Sunset Park High School Brooklyn K564 718-840-1900 718-840-1925 9 12 0 12.0000 B35, B63, B70 D, N, R to 36th St 153 35Th Street Brooklyn NY 11232 www.sunsetparkhighschool.org 1,309.0000 0 0 Sunset Park High School is a diverse and inclu... Advisory, Drop Everything and Read, Service Le... Spanish Spanish Language and Culture 0 0 Art, Clay Workshop, Creative Writing, Dance, F... Basketball Basketball, Softball, Volleyball, Wrestling 0 Baseball, Basketball, Cheerleading, Fitness, F... Center for Family Life, Youth Employment, Life... Lutheran Medical Center Brooklyn College, New York University (NYU), C... Joyce Theatre, Tribeca Film Festival. 0 0 0 Institute for Student Achievement 0 0 8:45 AM 3:30 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to Districts 15 and 20 students or re... Then to Brooklyn students or residents who att... Then to New York City residents who attend an ... Then to Districts 15 and 20 students or residents Then to Brooklyn students or residents Then to New York City residents 0 0.0000 0.0000 0.0000 153 35Th Street\nBrooklyn, NY 11232\n(40.65595... 40.6560 -74.0055 15 0.1306
222 16K688 THE BROOKLYN ACADEMY OF GLOBAL FINANCE s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16.0000 64.0000 3.0000 21.4750 17.2500 25.5000 0.0000 THE BROOKLYN ACADEMY OF GLOBAL FINANCE 20112012 0.0000 57.4000 159 54 61 44 10.0000 6.3000 33.0000 20.8000 6 19 3 1.9000 118 74.2000 33 20.8000 4 2.5000 82.0000 51.6000 77.0000 48.4000 76.0000 100 17 99.0000 12.0000 22.0000 6.0000 5.8000 5.7000 6.2000 3.9000 1.9000 3.8000 3.6000 4.9000 5.8000 5.4000 6.8000 4.9000 4.5000 5.0000 5.6000 16K688 The Brooklyn Academy of Global Finance Brooklyn K057 718-574-3126 718-574-3681 9 12 0 12.0000 B15, B38, B43, B46, B47, B52, B54, Q24 J to Kosciusko St ; M, Z to Myrtle Ave 125 Stuyvesant Avenue Brooklyn NY 11221 http://schools.nyc.gov/schoolportals/16/K688 148.0000 0 0 The mission of The Brooklyn Academy of Global ... National Academy of Finance (NAF) provides an ... Spanish English Literature and Composition, Environmen... 0 0 Art, Career Exploring, Chess, Debate Team, Eur... 0 0 0 Team First Basketball Program National Academy Foundation (NAF) 0 Medgar Evers College Now, Kingsborough Communi... Virtual Enterprise Platform 0 0 Deloitte Consulting Brooklyn Borough President’s Office, Team Firs... 0 Extended Day Program, Internship Requirement, ... 8:15 AM 3:12 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to New York City residents who attend... Then to New York City residents 0 0 0 0 0 0.0000 0.0000 0.0000 125 Stuyvesant Avenue\nBrooklyn, NY 11221\n(40... 40.6915 -73.9337 16 0.8115
264 20K609 THE URBAN ASSEMBLY SCHOOL FOR CRIMINAL JUSTICE s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 20.0000 26.2500 2.0000 12.5750 10.7500 15.0000 0.0000 URBAN ASSEMBLY SCHOOL FOR CRIMINAL JUSTICE 20112012 0.0000 82.7000 374 63 74 73 89 75 58.0000 15.5000 64.0000 17.1000 46 6 131 35.0000 126 33.7000 82 21.9000 34 9.1000 0.0000 0.0000 374.0000 100.0000 85.0000 92 20 247.0000 24.0000 54.0000 8.3000 7.8000 7.7000 7.8000 7.8000 7.5000 8.1000 8.3000 7.7000 7.2000 7.8000 8.4000 7.9000 7.5000 7.9000 8.2000 20K609 Urban Assembly School for Criminal Justice Brooklyn K223 718-438-3893 718-438-3527 6 12 0 12.0000 B11, B16, B35, B67, B8 F to Ditmas Ave 4200 16 Avenue Brooklyn NY 11204 www.uascriminaljustice.org 485.0000 0 All-Girls School The Urban Assembly School for Criminal Justice... Accelerated Classes, Guest Speakers, Field Tri... Spanish Calculus AB, Chemistry, English Literature and... 0 0 Advanced Art, Model UN, Double Dutch, Soccer, ... 0 0 0 Double Dutch, Flag Football, Softball The Urban Assembly, Generation Citizen 0 Duke University, New York City College of Tech... Smack Mellon, Center for Urban Pedagogy Urban Assembly Baker & Hostetler LLP; Simpson, Thacher, Barle... 0 New York Police Department (NYPD) Uniform Required: shirt with school logo, blac... 0 8:45 AM 3:45 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open only to female students Priority to continuing 8th graders Then to Brooklyn students or residents who att... Then to New York City residents who attend an ... Then to Brooklyn students or residents Then to New York City residents 0 0.0000 0.0000 0.0000 4200 16 Avenue\nBrooklyn, NY 11204\n(40.634908... 40.6349 -73.9815 20 0.3450
269 21K468 KINGSBOROUGH EARLY COLLEGE SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 21.0000 71.8000 3.0000 24.6300 22.4000 27.1000 0.0000 KINGSBOROUGH EARLY COLLEGE SCHOOL 20112012 0.0000 70.0000 472 89 69 77 87 80 70 13.0000 2.8000 74.0000 15.7000 49 0 34 7.2000 118 25.0000 107 22.7000 211 44.7000 273.0000 57.8000 199.0000 42.2000 97.0000 100 72 383.0000 26.0000 263.0000 7.9000 7.5000 7.3000 7.8000 7.4000 8.0000 8.4000 8.5000 6.4000 6.3000 6.5000 7.2000 7.2000 7.3000 7.4000 7.9000 21K468 Kingsborough Early College School Brooklyn K400 718-333-7850 718-333-7875 6 12 0 12.0000 B1, B3, B4, B6, B64, B82 D to 25th Ave ; N to Ave U ; N to Gravesend - ... 2630 Benson Avenue Brooklyn NY 11214 www.KECSS.info 551.0000 Lafayette Educational Campus 0 At Kingsborough Early College School (KECS), a... Associate Degree, Advisory, Enrichment Cluster... Spanish 0 0 0 All Subject Tutoring/Regents Preparation, Book... Basketball & JV Basketball, Football & JV Foot... Basketball, Bowling, Outdoor Track, Soccer, So... 0 Basketball, Flag Football, Flag Rugby, Lacross... Bill and Melinda Gates Foundation, The Leaders... Coney Island Hospital (Pediatric Unit) Kingsborough Community College Safety, Teamwork, Attitude, Respect, Responsib... Penny Harvest Merrill Lynch 0 0 Uniform Required: navy blue shirt with school ... 0 8:00 AM 2:20 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to continuing 8th graders Then to New York City residents 0 0 0 0 0 0.0000 0.0000 0.0000 2630 Benson Avenue\nBrooklyn, NY 11214\n(40.59... 40.5936 -73.9847 21 0.2734
319 28Q284 YORK EARLY COLLEGE ACADEMY s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28.0000 64.0000 2.5455 25.1091 21.7273 28.5455 0.0000 YORK EARLY COLLEGE ACADEMY 20112012 0.0000 60.2000 489 87 82 85 81 78 76 0.0000 0.0000 47.0000 9.6000 31 0 115 23.5000 314 64.2000 50 10.2000 3 0.6000 250.0000 51.1000 239.0000 48.9000 99.0000 88 39 394.0000 23.0000 144.0000 8.3000 8.0000 7.5000 8.2000 7.3000 7.2000 7.2000 8.1000 6.6000 6.2000 6.8000 7.8000 7.4000 7.2000 7.2000 8.0000 28Q284 York Early College Academy Queens Q008 718-262-8547 718-558-4257 6 12 0 12.0000 Q111, Q112, Q42, Q5, Q60 0 108-35 167 Street Jamaica NY 11433 http://schools.nyc.gov/schoolportals/28/Q284 592.0000 0 0 The mission of York Early College Academy is t... Early College Spanish 0 0 0 Chess, Art, Culture, Dance, Debate Team, Drama... Basketball 0 Rugby Girls Step Team 0 0 York College, Early College Initative; City Un... 0 Beacon Program 0 0 0 Dress Code Required: white polo shirt, blue je... Community Service Requirement, Extended Day Pr... 8:00 AM 3:00 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to continuing 8th graders Then to Queens students or residents Then to New York City residents 0 0 0 0 0.0000 0.0000 0.0000 108-35 167 Street\nJamaica, NY 11433\n(40.6969... 40.6969 -73.7870 28 0.2639
321 28Q325 HILLSIDE ARTS & LETTERS ACADEMY s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28.0000 45.5000 2.0000 22.7500 21.2500 24.2500 0.0000 HILLSIDE ARTS & LETTERS ACADEMY 20112012 0.0000 65.6000 200 109 91 25.0000 12.5000 22.0000 11.0000 16 4 56 28.0000 78 39.0000 42 21.0000 13 6.5000 94.0000 47.0000 106.0000 53.0000 97.0000 100 33 87.0000 9.0000 29.0000 8.2000 7.9000 7.5000 8.2000 8.0000 8.2000 8.1000 8.9000 6.4000 6.2000 6.5000 7.4000 7.6000 7.4000 7.4000 8.2000 28Q325 Hillside Arts & Letters Academy Queens Q470 718-658-1249 718-658-1613 9 12 0 12.0000 Q1, Q17, Q2, Q25, Q3, Q30, Q31, Q36, Q43, Q6, ... F to 169th St 167-01 Gothic Drive Jamaica NY 11432 http://schools.nyc.gov/schoolportals/28/Q325 420.0000 Jamaica Educational Campus 0 The mission of Hillside Arts & Letters Academy... Art, Music, Writing, Pre-Calculus Honors, Smal... Spanish Art History, Biology, English Literature and C... 0 0 Music, Student Government, Studio Art, Drama, ... Baseball, Basketball, Bowling, Fencing, Footba... Basketball, Bowling, Cross Country, Indoor Tra... Fencing Cheerleading, Cricket Queens Community House 0 0 Jamaica Center for Arts and Learning 0 0 0 0 0 Student Summer Orientation 8:15 AM 3:00 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to Queens students or residents who a... Then to New York City residents who attend an ... Then to Queens students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 167-01 Gothic Drive\nJamaica, NY 11432\n(40.71... 40.7136 -73.7965 28 0.6451
326 28Q686 QUEENS METROPOLITAN HIGH SCHOOL s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 28.0000 305.3333 9.5000 29.5500 27.5000 30.5000 0.0000 QUEENS METROPOLITAN HIGH SCHOOL 20112012 0.0000 47.3000 663 294 369 24.0000 3.6000 106.0000 16.0000 41 20 80 12.1000 32 4.8000 256 38.6000 268 40.4000 329.0000 49.6000 334.0000 50.4000 81.0000 81 33 328.0000 22.0000 131.0000 8.2000 7.3000 7.4000 7.1000 6.4000 6.0000 6.7000 6.9000 6.2000 6.1000 6.4000 6.9000 6.9000 6.5000 6.8000 7.0000 28Q686 QUEENS METROPOLITAN HIGH SCHOOL Queens Q686 718-286-3600 718-286-3601 9 12 0 12.0000 Q11, Q23, Q53, Q54, Q55 0 91-30 Metropolitan Avenue Forest Hills NY 11375 http://schools.nyc.gov/schoolportals/28/Q686 1,139.0000 Metropolitan Educational Campus 0 Queens Metropolitan High School is a college p... Dance, Theatre, Visual Arts, Chorus, Guitar, C... French, Italian, Spanish Biology, Calculus AB, Calculus BC, English Lan... 0 0 Cheerleading, Drama, Glee, Law, Multicultural,... Baseball, Basketball & JV Basketball, Cross Co... Basketball, Cross Country, Indoor Track, JV Ba... 0 Triathlon Team 0 0 LaGuardia Community College 0 0 0 0 0 0 Student Summer Orientation 8:00 AM 2:50 PM This school will provide students with disabil... ESL Functionally Accessible 1 Priority to students who live in the zoned area Then to Queens students or residents Then to New York City residents 0 0 0 0 0.0000 0.0000 0.0000 91-30 Metropolitan Avenue\nForest Hills, NY 11... 40.7104 -73.8506 28 0.1946
335 29Q326 CAMBRIA HEIGHTS ACADEMY s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 29.0000 54.6000 2.4000 22.3000 21.4000 23.2000 0.0000 CAMBRIA HEIGHTS ACADEMY 20112012 0.0000 71.1000 147 87 60 3.0000 2.0000 20.0000 13.6000 10 5 5 3.4000 128 87.1000 11 7.5000 3 2.0000 81.0000 55.1000 66.0000 44.9000 95.0000 100 93 70.0000 7.0000 67.0000 8.7000 8.1000 7.7000 7.9000 8.6000 8.5000 9.1000 9.3000 7.1000 6.8000 7.3000 7.8000 8.1000 7.8000 8.1000 8.3000 29Q326 Cambria Heights Academy Queens Q799 718-776-2815 718-776-2818 9 12 0 12.0000 Q110, Q17, Q2, Q3, Q36, Q76 0 188-04 91St Avenue Hollis NY 11423 www.nycacademy.org 336.0000 0 0 At Cambria Heights Academy, we believe that st... Software Engineering Program (SEP), Robotics, ... Spanish English Literature and Composition, Environmen... Calculus AB English, French, Spanish Art, Basketball, Bowling, Chorus, Dance, Envir... Basketball, Indoor Track, Outdoor Track Basketball, Indoor Track, Outdoor Track Indoor Track, Outdoor Track Basketball, Bowling, Flag Football, Soccer, Track Helping Hand Daycare, NYPD Career Explorers, N... 0 York College Purelements: An Evolution in Dance, Afrikan Po... Haitian Americans United for Progress (HAUP), ... 0 0 Partnership with Council Member Daneek Miller'... Dress Code Required: solid-colored collared sh... Extended Day Program, Internship Requirement, ... 9:00 AM 4:00 PM This school will provide students with disabil... ESL Not Functionally Accessible 1 Priority to Queens students or residents who a... Then to New York City residents who attend an ... Then to Queens students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 188-04 91St Avenue\nHollis, NY 11423\n(40.7118... 40.7118 -73.7712 29 0.8777
338 30Q286 YOUNG WOMEN'S LEADERSHIP SCHOOL, ASTORIA s 404.1194 419.6567 399.6627 1,223.4388 0 129.0288 197.0385 153.4500 0 0 0 193.8710 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 30.0000 92.8571 4.2857 21.5714 20.2857 23.0000 0.0000 YOUNG WOMEN'S LEADERSHIP SCHOOL ASTORIA 20112012 0.0000 68.1000 495 91 80 87 78 79 80 27.0000 5.5000 26.0000 5.3000 10 1 194 39.2000 21 4.2000 200 40.4000 80 16.2000 0.0000 0.0000 495.0000 100.0000 99.0000 100 85 422.0000 28.0000 331.0000 8.9000 8.0000 8.1000 8.2000 7.5000 6.6000 7.1000 7.6000 8.1000 7.1000 7.7000 8.3000 8.1000 7.2000 7.7000 8.0000 30Q286 Young Women's Leadership School, Astoria Queens Q739 718-267-2839 718-728-0218 6 12 0 12.0000 M60, Q100, Q102, Q103, Q18, Q19, Q69 N, Q to 30 Ave-Grand Ave 23-15 Newtown Avenue Astoria NY 11102 http://www.ywlnetwork.org/network_schl_astoria... 576.0000 0 All-Girls School The Young Women’s Leadership Schools (TYWLS) w... CollegeBound Initiative, small interdisciplina... Spanish 0 0 0 After-School Tutoring, Chorus, RowNY, College ... 0 Outdoor Track, Rugby 0 Annual Field Day, Basketball, RowNY, Soccer, T... Learning Leaders; SAYA (South Asian Youth Acti... Mount Sinai Queens, New York Center for Rehabi... Barnard College, Columbia University, New York... Museum of the Moving Image Young Women's Leadership Network, Girls Learn ... High Water Women 0 Urban Advantage, Christodora, City Parks Found... Uniform Required: official school uniform avai... Community Service Requirement, Extended Day Pr... 8:00 AM 3:20 PM This school will provide students with disabil... ESL Functionally Accessible 1 Open only to female students Priority to continuing 8th graders Then to Queens students or residents Then to New York City residents 0 0 0 0.0000 0.0000 0.0000 23-15 Newtown Avenue\nAstoria, NY 11102\n(40.7... 40.7713 -73.9246 30 0.2607
In [27]:
combined["Num of SAT Test Takers"].value_counts().head()
Out[27]:
s     28
54     8
72     8
48     7
63     6
Name: Num of SAT Test Takers, dtype: int64

Observations

The scatter plot comparing SAT scores to the percent of students taking AP exams showed some interesting patterns.

First, to answer the primary question, there does not appear to be a strong correlation between the two values. The schools with the highest SAT scores do have a large number of students taking AP exams. But there are many more schools with the same number of students taking the AP exam that have average SAT scores.

Second, there are two large groups of schools with similar SAT scores but notably different numbers of AP exam takers. There is a group that has about 5-15% of the students taking the AP exam and another with about 20-30%. This is a little interesting.

Third is a grouping of schools with identical SAT scores. Looking at the data set shows 28 schools with a SAT score of 1223.4388. This line shows up in the other scatter plots but is very obvious in this one. These schools also have the same numbers of AP exam test takers, AP exams taken, and AP scores of 3,4, or 5. They all also have the only non numeric value in the Num of SAT Test Takers column, namely s. Each of the groups of students does represent a different percentage of students in the school.

Conclusions

This initial look at academic and societal data for NYC schools suggests that the relationship between subgroups can be more nuanced than might first appear.

  • Schools that have high average SAT scores also have high safety and respect scores. While many schools with high safety and respect scores have average SAT scores, none of the schools in the bottom half of this group score above average SAT scores. This is a very important finding.
  • There doesn't seem to be a very strong connection in most high schools between high SAT scores and common demographic groups. Removing magnet schools and schools where the SAT has less emphasis or relevance (such as locations with very high percentages of international students) normalizes the distribution. It would be interesting to see what would happen to the overall data set if these students were re-introduced to schools in the same geographic area.
  • About 7% of the schools in the data set appear to share a group of students taking the SAT and AP exams. These schools represent key demographic data but their influence on the overall data set needs to be considered before further analysis is made.