notebook.community

Edit and run



In [2]:

    
from urllib.request import urlopen  # Library for urlopen
from bs4 import BeautifulSoup  # Library for html parser (scraper), lxml is also nice
import pandas as pd
import numpy as np
import re
import sys
sys.path.append('..') 
from uni_cache.cache_function import cache_function
import pymysql
import collections
import mysql_credits

from __future__ import division, print_function
import os.path
from pathlib import Path
import json
from pandas.io.json import json_normalize 

# отключим всякие предупреждения Anaconda
import warnings
warnings.filterwarnings('ignore')



In [3]:

    
from matplotlib import pyplot as plt

import plotly.plotly as py
import plotly.graph_objs as go 

import pandas_datareader.data as web

from sklearn.preprocessing import OneHotEncoder, LabelEncoder

import matplotlib
import plotly

from datetime import datetime, date, time, timedelta 
import time as main_time
import calendar

plotly.tools.set_credentials_file(username='st035004', api_key='zAZHt6Yz62WilMD5pKIE')
pd.options.display.max_columns = 250
pd.options.display.max_rows = 200
pd.options.display.float_format = '{:,.2f}'.format

%matplotlib inline



In [4]:

    
connection = pymysql.connect(
    host=mysql_credits.db_host,
    user=mysql_credits.db_user,
    password=mysql_credits.db_password,
    db=mysql_credits.db,
    charset='utf8mb4',
    cursorclass=pymysql.cursors.DictCursor
)



In [5]:

    
cursor = connection.cursor()



In [6]:

    
sql='''
select article_id, article_rating, article_uni, article_pub_date
from article
WHERE (article_rating>0)
'''



In [7]:

    
cursor.execute(sql)

raw = cursor.fetchall()

df = pd.DataFrame(raw, columns=[i[0] for i in cursor.description])



In [8]:

    
df.article_pub_date=pd.to_datetime(df.article_pub_date)



In [9]:

    
df['year'] = pd.DatetimeIndex(df['article_pub_date']).year
df['month'] = pd.DatetimeIndex(df['article_pub_date']).month
df['week'] = pd.DatetimeIndex(df['article_pub_date']).week
df['month_year']=pd.DatetimeIndex(df['article_pub_date']).week + pd.DatetimeIndex(df['article_pub_date']).year * 100
df['dayofweek']=pd.DatetimeIndex(df['article_pub_date']).dayofweek
df['days'] = pd.DatetimeIndex(df['article_pub_date']).day



In [10]:

    
print(df.shape)
df.head()









    



(7858, 10)






    Out[10]:







  
    
      
      article_id
      article_rating
      article_uni
      article_pub_date
      year
      month
      week
      month_year
      dayofweek
      days
    
  
  
    
      0
      2161
      3
      Oxford Brookes
      2017-03-19
      2017
      3
      11
      201711
      6
      19
    
    
      1
      2162
      2
      Oxford Brookes
      2017-02-07
      2017
      2
      6
      201706
      1
      7
    
    
      2
      2163
      4
      Oxford Brookes
      2016-12-17
      2016
      12
      50
      201650
      5
      17
    
    
      3
      2164
      2
      Oxford Brookes
      2016-12-15
      2016
      12
      50
      201650
      3
      15
    
    
      4
      2165
      3
      Oxford Brookes
      2016-12-02
      2016
      12
      48
      201648
      4
      2



In [11]:

    
df.article_rating.min()









    Out[11]:





1



In [12]:

    
from datetime import datetime, date, time, timedelta 
data_first_ranking=datetime.combine(date(2010,1,1), time(0,0))
print (data_first_ranking)









    



2010-01-01 00:00:00



In [13]:

    
print(df[df.article_pub_date>=data_first_ranking].shape)
df[df.article_pub_date>=data_first_ranking].head()









    



(4182, 10)






    Out[13]:







  
    
      
      article_id
      article_rating
      article_uni
      article_pub_date
      year
      month
      week
      month_year
      dayofweek
      days
    
  
  
    
      0
      2161
      3
      Oxford Brookes
      2017-03-19
      2017
      3
      11
      201711
      6
      19
    
    
      1
      2162
      2
      Oxford Brookes
      2017-02-07
      2017
      2
      6
      201706
      1
      7
    
    
      2
      2163
      4
      Oxford Brookes
      2016-12-17
      2016
      12
      50
      201650
      5
      17
    
    
      3
      2164
      2
      Oxford Brookes
      2016-12-15
      2016
      12
      50
      201650
      3
      15
    
    
      4
      2165
      3
      Oxford Brookes
      2016-12-02
      2016
      12
      48
      201648
      4
      2



In [14]:

    
df.article_uni.nunique()









    Out[14]:





81

pd.DataFrame({'article_uni':df.article_uni.unique()}).to_csv('article_uni.csv')



In [15]:

    
df_ranking=pd.read_csv('article_uni.csv', index_col=0)



In [16]:

    
print(df_ranking.shape)
df_ranking.head()









    



(80, 15)






    Out[16]:







  
    
      
      article_uni
      country
      2005
      2006
      2007
      2008
      2009
      2010
      2011
      2012
      2013
      2014
      2015
      2016
      2017
    
  
  
    
      0
      Oxford Brookes
      UK
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      401.00
      401.00
      401.00
    
    
      1
      University of Cambridge
      UK
      nan
      nan
      nan
      nan
      nan
      6.00
      6.00
      7.00
      7.00
      5.00
      4.00
      4.00
      2.00
    
    
      2
      London School of Economics and Political Science
      UK
      nan
      nan
      nan
      nan
      nan
      86.00
      47.00
      39.00
      32.00
      34.00
      23.00
      25.00
      25.00
    
    
      3
      University of Edinburgh
      UK
      nan
      nan
      nan
      nan
      nan
      40.00
      36.00
      32.00
      39.00
      36.00
      24.00
      27.00
      27.00
    
    
      4
      University of Manchester
      UK
      nan
      nan
      nan
      nan
      nan
      87.00
      48.00
      49.00
      58.00
      52.00
      56.00
      55.00
      54.00



In [17]:

    
df.article_uni.replace('The London School of Economics and Political Science (United-Kingdom)',
    'London School of Economics and Political Science', inplace=True)



In [18]:

    
from sklearn.preprocessing import MinMaxScaler, StandardScaler



In [19]:

    
scaler=StandardScaler()



In [20]:

    
uni_cluster_1=df[df.article_rating==df.article_rating.max()].article_uni.unique()
uni_cluster_2=list(set(df.article_uni.unique())-set(uni_cluster_1))



In [24]:

    
df[df.article_uni.isin(uni_cluster_1)].article_rating.values*2/10.max()









    Out[24]:





1.0



In [25]:

    
df['article_rating'][df.article_uni.isin(uni_cluster_1)]=df[df.article_uni.isin(uni_cluster_1)].article_rating.values*2/10#scaler.fit_transform(df[df.article_uni.isin(uni_cluster_1)].article_rating.values)



In [26]:

    
df['article_rating'][df.article_uni.isin(uni_cluster_2)]=df[df.article_uni.isin(uni_cluster_2)].article_rating.values*2.5/10#scaler.fit_transform(df[df.article_uni.isin(uni_cluster_2)].article_rating.values)



In [27]:

    
df.article_rating.hist()









    Out[27]:





<matplotlib.axes._subplots.AxesSubplot at 0x240949a85f8>

a=pd.pivot_table(df,index=["article_uni"],values=["article_rating"],aggfunc=[len,np.mean], columns='year') a



In [28]:

    
df_ranking.sort_values(['article_uni'],inplace=True)



In [29]:

    
df_ranking.head()









    Out[29]:







  
    
      
      article_uni
      country
      2005
      2006
      2007
      2008
      2009
      2010
      2011
      2012
      2013
      2014
      2015
      2016
      2017
    
  
  
    
      34
      Aberystwyth University
      UK
      nan
      nan
      nan
      nan
      nan
      nan
      276.00
      276.00
      301.00
      351.00
      301.00
      301.00
      301.00
    
    
      35
      Anglia Ruskin University
      UK
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      301.00
      301.00
    
    
      71
      Boston University
      USA
      nan
      nan
      nan
      nan
      nan
      59.00
      54.00
      54.00
      50.00
      57.00
      64.00
      64.00
      70.00
    
    
      61
      Brown University
      USA
      nan
      nan
      nan
      nan
      nan
      55.00
      49.00
      51.00
      52.00
      54.00
      51.00
      51.00
      50.00
    
    
      21
      Cardiff Metropolitan University
      UK
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan
      nan

b=df[df.article_pub_date>=data_first_ranking].groupby(['article_uni', 'year']).article_rating.agg(lambda x:x.value_counts().index[0]).reset_index()



In [40]:

    
b=df[df.article_pub_date>=data_first_ranking].groupby(['article_uni', 'year']).article_rating.agg({'article_rating_mean':'mean',
                                                       'article_rating_count':'count',
                                                        'article_rating_moda':lambda x:x.value_counts().index[0]}).reset_index()
b['ranking']=np.zeros((1, b.shape[0]))[0]
b.head()









    Out[40]:







  
    
      
      article_uni
      year
      article_rating_mean
      article_rating_count
      article_rating_moda
      ranking
    
  
  
    
      0
      Aberystwyth University
      2015
      0.81
      116
      0.80
      0.00
    
    
      1
      Aberystwyth University
      2016
      0.80
      8
      0.80
      0.00
    
    
      2
      Anglia Ruskin University
      2015
      0.76
      76
      0.80
      0.00
    
    
      3
      Anglia Ruskin University
      2016
      0.56
      10
      0.60
      0.00
    
    
      4
      Anglia Ruskin University
      2017
      0.56
      10
      0.80
      0.00



In [41]:

    
for name in b.article_uni.unique():
    for year in b[b.article_uni==name].year:
        #print(year)
        b['ranking'][(b.article_uni==name)&(b.year==year)]=df_ranking[(df_ranking.article_uni==name)][str(year)].values[0]



In [42]:

    
b=b[(~b.ranking.isnull())]



In [43]:

    
for year in np.sort(b.year.unique()):
    print(year, round(np.corrcoef(b[(b.year==year)].article_rating_mean, b[(b.year==year)].ranking)[1,0],2))



In [44]:

    
for year in np.sort(b.year.unique()):
    print(year, round(np.corrcoef(b[(b.year==year)].article_rating_moda, b[(b.year==year)].ranking)[1,0],2))



In [45]:

    
df_all=pd.merge(b, df_ranking[['article_uni','country']], on=['article_uni'])



In [46]:

    
df_all.head()









    Out[46]:







  
    
      
      article_uni
      year
      article_rating_mean
      article_rating_count
      article_rating_moda
      ranking
      country
    
  
  
    
      0
      Aberystwyth University
      2015
      0.81
      116
      0.80
      301.00
      UK
    
    
      1
      Aberystwyth University
      2016
      0.80
      8
      0.80
      301.00
      UK
    
    
      2
      Anglia Ruskin University
      2016
      0.56
      10
      0.60
      301.00
      UK
    
    
      3
      Anglia Ruskin University
      2017
      0.56
      10
      0.80
      301.00
      UK
    
    
      4
      Boston University
      2010
      0.49
      17
      0.25
      59.00
      USA



In [77]:

    
import plotly.plotly as py
from plotly.grid_objs import Grid, Column
from plotly.tools import FigureFactory as FF 

import pandas as pd
import time



In [78]:

    
years_from_col = set(df_all['year'])
years_ints = sorted(list(years_from_col))
years = [str(year) for year in years_ints]

# make list of continents
countries = []
for country in df_all['country']:
    if country not in countries: 
        countries.append(country)

columns = []
# make grid
for year in years:
    for country in countries:
        df_by_year = df_all[df_all['year'] == int(year)]
        df_by_year_and_cont = df_by_year[df_by_year['country'] == country]
        for col_name in df_by_year_and_cont:
            #print(col_name)
            # each column name is unique
            column_name = '{year}_{country}_{header}_gapminder_grid'.format(
                year=year, country=country, header=col_name
            )
            a_column = Column(list(df_by_year_and_cont[col_name]), column_name)
            columns.append(a_column)

# upload grid
grid = Grid(columns)
url = py.grid_ops.upload(grid, 'gapminder_grid'+str(time.time()), auto_open=False)
url









    Out[78]:





'https://plot.ly/~st035004/128/'



In [79]:

    
figure = {
    'data': [],
    'layout': {},
    'frames': [],
    'config': {'scrollzoom': True}
}

# fill in most of layout
figure['layout']['yaxis'] = {'range': [-50, 200], 'title': 'Ranking un THE', 'gridcolor': '#FFFFFF'}
figure['layout']['xaxis'] = {'range': [-0.1, 1.1], 'title': 'Ranking mean', 'gridcolor': '#FFFFFF'}
figure['layout']['hovermode'] = 'closest'
figure['layout']['plot_bgcolor'] = 'rgb(223, 232, 243)'



In [80]:

    
figure['layout']['sliders'] = {
    'active': 0,
    'yanchor': 'top',
    'xanchor': 'left',
    'currentvalue': {
        'font': {'size': 20},
        'prefix': 'text-before-value-on-display',
        'visible': True,
        'xanchor': 'right'
    },
    'transition': {'duration': 1000, 'easing': 'cubic-in-out'},
    'pad': {'b': 10, 't': 50},
    'len': 0.9,
    'x': 0.1,
    'y': 0,
    'steps': [...]
}



In [81]:

    
{
    'method': 'animate',
    'label': 'label-for-frame',
    'value': 'value-for-frame(defaults to label)',
    'args': [{'frame': {'duration': 300, 'redraw': False},
         'mode': 'immediate'}
    ],
}









    Out[81]:





{'args': [{'frame': {'duration': 300, 'redraw': False}, 'mode': 'immediate'}],
 'label': 'label-for-frame',
 'method': 'animate',
 'value': 'value-for-frame(defaults to label)'}



In [82]:

    
sliders_dict = {
    'active': 0,
    'yanchor': 'top',
    'xanchor': 'left',
    'currentvalue': {
        'font': {'size': 20},
        'prefix': 'Year:',
        'visible': True,
        'xanchor': 'right'
    },
    'transition': {'duration': 300, 'easing': 'cubic-in-out'},
    'pad': {'b': 10, 't': 50},
    'len': 0.9,
    'x': 0.1,
    'y': 0,
    'steps': []
}



In [83]:

    
figure['layout']['updatemenus'] = [
    {
        'buttons': [
            {
                'args': [None, {'frame': {'duration': 500, 'redraw': False},
                         'fromcurrent': True, 'transition': {'duration': 300, 'easing': 'quadratic-in-out'}}],
                'label': 'Play',
                'method': 'animate'
            },
            {
                'args': [[None], {'frame': {'duration': 0, 'redraw': False}, 'mode': 'immediate',
                'transition': {'duration': 0}}],
                'label': 'Pause',
                'method': 'animate'
            }
        ],
        'direction': 'left',
        'pad': {'r': 10, 't': 87},
        'showactive': False,
        'type': 'buttons',
        'x': 0.1,
        'xanchor': 'right',
        'y': 0,
        'yanchor': 'top'
    }
]

custom_colors = {
    'UK': 'rgb(171, 99, 250)',
    'USA': 'rgb(230, 99, 250)',
    'Canada': 'rgb(99, 110, 250)',
}

columnname = '{year}{country}_{header}_gapminder_grid'.format( year=year, country=country, header=col_name )



In [84]:

    
df_all.country.unique()









    Out[84]:





array(['UK', 'USA', 'Canada'], dtype=object)



In [85]:

    
col_name_template = '{year}_{country}_{header}_gapminder_grid'
year = df_all.year.min()
for country in countries:
    data_dict = {
        'xsrc': grid.get_column_reference(col_name_template.format(
            year=year, country=country, header='article_rating_mean'
        )),
        'ysrc': grid.get_column_reference(col_name_template.format(
            year=year, country=country, header='ranking'
        )),
        'mode': 'markers',
        'textsrc': grid.get_column_reference(col_name_template.format(
            year=year, country=country, header='article_uni'
        )),
        'marker': {
            'sizemode': 'area',
            'sizeref': 0.05,
            'sizesrc': grid.get_column_reference(col_name_template.format(
                 year=year, country=country, header='article_rating_count'
            )),
            'color': custom_colors[country]
        },
        'name': country
    }
    figure['data'].append(data_dict)



In [86]:

    
for year in years:
    frame = {'data': [], 'name': str(year)}
    for country in countries:
        data_dict = {
            'xsrc': grid.get_column_reference(col_name_template.format(
                year=year, country=country, header='article_rating_mean'
            )),
            'ysrc': grid.get_column_reference(col_name_template.format(
                year=year, country=country, header='ranking'
            )),
            'mode': 'markers',
            'textsrc': grid.get_column_reference(col_name_template.format(
                year=year, country=country, header='article_uni', 
                )),
            'marker': {
                'sizemode': 'area',
                'sizeref': 0.05,
                'sizesrc': grid.get_column_reference(col_name_template.format(
                    year=year, country=country, header='article_rating_count'
                )),
                'color': custom_colors[country]
            },
            'name': country
        }
        frame['data'].append(data_dict)

    figure['frames'].append(frame)
    slider_step = {'args': [
        [year],
        {'frame': {'duration': 300, 'redraw': False},
         'mode': 'immediate',
       'transition': {'duration': 300}}
     ],
     'label': year,
     'method': 'animate'}
    sliders_dict['steps'].append(slider_step)

figure['layout']['sliders'] = [sliders_dict]



In [87]:

    
py.icreate_animations(figure, 'gapminder_example'+str(time.time()))









    Out[87]:



In [88]:

    
import seaborn as sns



In [93]:

    
df_all.head()









    Out[93]:







  
    
      
      article_uni
      year
      article_rating_mean
      article_rating_count
      article_rating_moda
      ranking
      country
    
  
  
    
      0
      Aberystwyth University
      2015
      0.81
      116
      0.80
      301.00
      UK
    
    
      1
      Aberystwyth University
      2016
      0.80
      8
      0.80
      301.00
      UK
    
    
      2
      Anglia Ruskin University
      2016
      0.56
      10
      0.60
      301.00
      UK
    
    
      3
      Anglia Ruskin University
      2017
      0.56
      10
      0.80
      301.00
      UK
    
    
      4
      Boston University
      2010
      0.49
      17
      0.25
      59.00
      USA



In [100]:

    
for i in  np.sort(df_all.year.unique()):
    plt.scatter(df_all[df_all.year==i].article_rating_mean,
           df_all[df_all.year==i].ranking)
    plt.title('Corr between ranking in THE and ranking review in {:0.0f}'.format(i))
    plt.show()



In [ ]:

    
df_all.article_rating_count



In [101]:

    
for i in  np.sort(df_all.year.unique()):
    plt.scatter(df_all[df_all.year==i].article_rating_count,
           df_all[df_all.year==i].ranking)
    plt.title('Corr between ranking in THE and ranking review count in {:0.0f}'.format(i))
    plt.show()



In [102]:

    
plt.hist(df_all.article_rating_count)









    Out[102]:





(array([ 321.,   30.,    9.,    4.,    5.,    6.,    3.,    2.,    1.,    3.]),
 array([   1. ,   13.2,   25.4,   37.6,   49.8,   62. ,   74.2,   86.4,
          98.6,  110.8,  123. ]),
 <a list of 10 Patch objects>)



In [110]:

    
import selenium



In [111]:

    
from selenium import webdriver



In [115]:

    
browser = webdriver.Chrome(executable_path="..\\chromedriver.exe")

browser = webdriver.Edge(executable_path="..\MicrosoftWebDriver.exe")



In [117]:

    
url = "https://www.niche.com/colleges/stanford-university/reviews/"
browser.get(url)



In [120]:

    
browser.find_element_by_css_selector('.icon-arrowright-thin--pagination').click()



In [121]:

    
browser.page_source









    Out[121]:





'<!DOCTYPE html><html xmlns="http://www.w3.org/1999/xhtml" lang="en" class="wf-sourcesanspro-n4-active wf-sourcesanspro-n6-active wf-sourcesanspro-n7-active wf-sourcesanspro-n3-active wf-active" style=""><head><meta charset="utf-8" /><meta http-equiv="x-ua-compatible" content="ie=edge" /><meta name="viewport" content="width=device-width, user-scalable=no, initial-scale=1" /><meta property="fb:app_id" content="298822776951871" /><meta property="og:site_name" content="Niche" /><meta property="og:locale" content="en_US" /><meta name="msapplication-TileColor" content="#FFFFFF" /><meta name="msapplication-TileImage" content="https://d33a4decm84gsn.cloudfront.net/static/favicons/favicon-144.png" /><meta name="msapplication-config" content="https://d33a4decm84gsn.cloudfront.net/static/favicons/browserconfig.xml" /><meta name="theme-color" content="#53a63a" /><meta name="referrer" content="always" /><link rel="shortcut icon" href="/favicon.ico" /><link rel="icon" sizes="16x16 32x32 64x64" 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.secondary-nav-menu__item[data-secondary-nav-item="search"] {\n            color: #fff;\n            display: block;\n        }\n    \n\n        .secondary-nav-menu__item[data-secondary-nav-item="rankings"] {\n            color: #fff;\n            display: block;\n        }\n    \n\n        .secondary-nav-menu__item[data-secondary-nav-item="scholarships"] {\n            color: #fff;\n            display: block;\n        }\n    \n\n        .secondary-nav-menu__item[data-secondary-nav-item="no-essay"] {\n            color: #fff;\n            display: block;\n        }\n    \n\n        .secondary-nav-menu__item[data-secondary-nav-item="survey"] {\n            color: #fff;\n            display: none;\n        }\n    \n\n        .secondary-nav-menu__item[data-secondary-nav-item="admissions-calculator"] {\n            color: #fff;\n            display: none;\n        }\n    \n                \n                .secondary-nav-dropdown {\n                    color: #fff;\n                    display: block;\n                }\n             }</style><ul class="secondary-nav-menu" role="menu"><li class="secondary-nav-menu__item" data-secondary-nav-item="search" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="Search" data-desktop-label="College Search" href="https://www.niche.com/colleges/"><span class="secondary-nav-menu-link__label">College Search</span></a></li><li class="secondary-nav-menu__item" data-secondary-nav-item="rankings" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="Rankings" data-desktop-label="College Rankings" href="https://www.niche.com/colleges/rankings/"><span class="secondary-nav-menu-link__label">College Rankings</span></a></li><li class="secondary-nav-menu__item" data-secondary-nav-item="scholarships" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="Scholarships" data-desktop-label="Scholarships" href="https://www.niche.com/colleges/scholarships/"><span class="secondary-nav-menu-link__label">Scholarships</span></a></li><li class="secondary-nav-menu__item" data-secondary-nav-item="no-essay" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="$2,000 No Essay Scholarship" data-desktop-label="$2,000 No Essay Scholarship" href="https://www.niche.com/colleges/scholarship/no-essay-scholarship/"><span class="secondary-nav-menu-link__label">$2,000 No Essay Scholarship</span></a></li><li class="secondary-nav-menu__item" data-secondary-nav-item="survey" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="Review" data-desktop-label="Review Your College" href="https://www.niche.com/colleges/survey/"><span class="secondary-nav-menu-link__label">Review Your College</span></a></li><li class="secondary-nav-menu__item" data-secondary-nav-item="admissions-calculator" role="menuitem"><a class="secondary-nav-menu-link" data-mobile-label="Admissions Calculator" data-desktop-label="Admissions Calculator" 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--></button><div class="sherlock__wrapper"><input type="text" autocapitalize="off" autocomplete="off" autocorrect="off" class="sherlock" maxlength="512" placeholder="Search colleges ..." tabindex="0" /><span class="icon-search-thin--sherlock"></span></div></div></nav></section></section><div class="content"><noscript>&lt;div class="noscript"&gt;&lt;span&gt;Niche requires Javascript to work correctly. Please &lt;a target="_blank" href="http://www.enable-javascript.com/"&gt;turn it on&lt;/a&gt; if you\'re experiencing issues.&lt;/span&gt;&lt;/div&gt;</noscript><div class="profile profile--reviews"><div class="profile-blocks"><header class="profile-header" id="header"><div class="profile-header__container"><div class="profile__buckets"><div class="profile__bucket--1"><div><div class="blank__bucket"><span class="entity-name"><a class="entity-name__link" href="https://www.niche.com/colleges/stanford-university/">Stanford University</a></span></div></div></div><div class="profile__bucket--2"><div><div class="blank__bucket"><div class="profile-review-stars"><div class="review__stars review__stars--white"><span class="review__stars__icon review__stars__icon--white--40"></span><span class="review__stars__number__reviews">1,098 reviews</span></div></div></div></div></div><div class="profile__bucket--3"><ol class="ordered__list__bucket"><li class="ordered__list__bucket__item"><span class="bare-value">Stanford, CA</span></li><li class="ordered__list__bucket__item"><span class="bare-value">4 Year</span></li></ol></div><div class="profile__bucket--4"><div><div class="blank__bucket"><div class="profile-photo"><style type="text/css">\n                .profile-photo {\n                    background-image: url(https://d13b2ieg84qqce.cloudfront.net/16098c3a8b25c5646809ee24a8bf9c35fa0638a2)\n                }\n                \n                @media only screen and (min-width: 768px) {\n                    .profile-photo {\n                        background-image: url(https://d13b2ieg84qqce.cloudfront.net/c76f1bd74e305c42032a570ad7db9b215c20a735)\n                    }\n                }\n            </style><div class="profile-photo-attribution"><a class="profile-photo-attribution__link" href="https://www.flickr.com/photos/dwhartwig/4978372448/in/album-72157624263458071/" rel="nofollow" target="_blank">dwhartwig</a><!-- react-text: 103 -->\xa0/\xa0<!-- /react-text 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card--full-width card--profile"><main class="block__expansion"><div class="profile__buckets"><div class="profile__bucket--1"><div><div class="blank__bucket"><div class="profile-review-stars"><div class="block__title"><h2 class="block__heading"><span>Stanford University Reviews</span></h2></div><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews">1,098 reviews</span></div></div></div></div></div><div class="profile__bucket--2"><div><div class="blank__bucket"><ul class="review__chart"><li class="review__chart__item review__chart__item"><a href=""><div class="review__chart__item__label"><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div><!-- react-text: 144 -->Excellent<!-- /react-text --></div><div class="review__chart__item__total">85</div><div class="review__chart__item__fill" style="width: 36%;"></div></a></li><li class="review__chart__item review__chart__item"><a href=""><div class="review__chart__item__label"><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div><!-- react-text: 153 -->Very Good<!-- /react-text --></div><div class="review__chart__item__total">80</div><div class="review__chart__item__fill" style="width: 34%;"></div></a></li><li class="review__chart__item review__chart__item"><a href=""><div class="review__chart__item__label"><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div><!-- react-text: 162 -->Average<!-- /react-text --></div><div class="review__chart__item__total">58</div><div class="review__chart__item__fill" style="width: 25%;"></div></a></li><li class="review__chart__item review__chart__item"><a href=""><div class="review__chart__item__label"><div class="review__stars"><span class="review__stars__icon review__stars__icon--20"></span><span class="review__stars__number__reviews"></span></div><!-- react-text: 171 -->Poor<!-- /react-text --></div><div class="review__chart__item__total">8</div><div class="review__chart__item__fill" style="width: 3%;"></div></a></li><li class="review__chart__item review__chart__item"><a href=""><div class="review__chart__item__label"><div class="review__stars"><span class="review__stars__icon review__stars__icon--10"></span><span class="review__stars__number__reviews"></span></div><!-- react-text: 180 -->Terrible<!-- /react-text --></div><div class="review__chart__item__total">4</div><div class="review__chart__item__fill" style="width: 2%;"></div></a></li></ul><div class="review-categories-wrap" tabindex="0"><!-- react-empty: 4865 --><div class="review-categories__value">Campus</div><select class="review-categories"><option value="All">All Categories</option><option value="Academics">Academics</option><option value="Campus">Campus</option><option value="Food">Food</option><option value="Health &amp; Safety">Health &amp; Safety</option><option value="Housing">Housing</option><option value="Overall Experience">Overall Experience</option><option value="Party Scene">Party Scene</option><option value="Student Life">Student Life</option><option value="Value">Value</option></select></div></div></div></div><div class="profile__bucket--3"><section class="reviews-expansion-bucket"><div class="review-filters-wrap"><div class="review-filters__title">Filters Applied:</div><ul class="review-filters"><button class="review-filter button button--xsmall button--compact button--has-icon button--icon-right button--icon-close">Campus</button></ul></div><!-- react-empty: 7479 --><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 6832 -->Very visually pretty. Lots of flowers, lots of grass, all the architecture matches, nice facilities etc<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2015-03-05" itemprop="datePublished" /><!-- react-text: 6840 -->Mar 5 2015<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 6844 -->Campus<!-- /react-text --><!-- react-text: 6845 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text overflow-text--mobile-overflow overflow-text--desktop-overflow"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 6863 -->Palo Alto/silicon valley are definitely not my fave, but tons of cool things are nearby.\r<!-- /react-text --><br /></span><span><!-- react-text: 6866 -->\r<!-- /react-text --><br /></span><span><!-- react-text: 6869 -->San Francisco is awesome. Half Moon Bay is super awesome. Big Sur is awesome.\r<!-- /react-text --><br /></span><span><!-- react-text: 6872 -->\r<!-- /react-text --><br /></span><span><!-- react-text: 6875 -->It\'s very easy to get stuck in the bubble. Try taking the Caltrain to the city, or join the outdoor recreation program so you can go camping in the more beautiful parts of California, or beg someone with a car to take you to the beach.\r<!-- /react-text --><br /></span><span><!-- react-text: 6878 -->\r<!-- /react-text --><br /></span><span><!-- react-text: 6881 -->Go get off campus though! It\'s super important. Stanford is great but it\'s exhausting.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2015-03-05" itemprop="datePublished" /><!-- react-text: 6889 -->Mar 5 2015<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 6893 -->Campus<!-- /react-text --><!-- react-text: 6894 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text overflow-text--mobile-overflow overflow-text--desktop-overflow"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 6912 -->In Palo Alto itself, there isn\'t much for college students to do. Once you turn 21, there are a few bars and dance clubs that are really fun. Unfortunately, if you\'re not 21, Palo Alto doesn\'t offer much in the way of fun things to do. There are a lot of really good restaurants though, along with a couple nearby shopping malls. Also, Stanford offers a handy free shuttle service around town, in case you don\'t have a car. Mostly students stay on campus, which isn\'t too bad, considering there are parties, concerts, plays, an art museum, etc.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Senior</span></li><li class="review-tagline__item"><meta content="2014-12-30" itemprop="datePublished" /><!-- react-text: 6920 -->Dec 30 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 6924 -->Campus<!-- /react-text --><!-- react-text: 6925 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div><a class="review-survey-cta" href="https://www.niche.com/colleges/survey/start/?t=u&amp;e=stanford-university"><!-- react-text: 6929 -->Review <!-- /react-text --><!-- react-text: 6930 -->Stanford University<!-- /react-text --><i class="icon-arrowright-thin--reviews"></i></a><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 6948 -->Palo Alto is not so much for the young people. Stanford feels like a bubble. You have to take a 1-hour train to get to the lively places, such as SF.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Senior</span></li><li class="review-tagline__item"><meta content="2014-12-14" itemprop="datePublished" /><!-- react-text: 6956 -->Dec 14 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 6960 -->Campus<!-- /react-text --><!-- react-text: 6961 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="4" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 6979 -->Palo alto is  a great town, I just wish I could get off campus more often!<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Freshman</span></li><li class="review-tagline__item"><meta content="2014-12-10" itemprop="datePublished" /><!-- react-text: 6987 -->Dec 10 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 6991 -->Campus<!-- /react-text --><!-- react-text: 6992 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7010 -->Weather is great, friendly people, great ideas flowing around<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">Recent Alumnus</span></li><li class="review-tagline__item"><meta content="2014-10-29" itemprop="datePublished" /><!-- react-text: 7018 -->Oct 29 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7022 -->Campus<!-- /react-text --><!-- react-text: 7023 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="4" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7041 -->The Bay Area, especially Palo Alto is very expensive.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">Recent Alumnus</span></li><li class="review-tagline__item"><meta content="2014-10-18" itemprop="datePublished" /><!-- react-text: 7049 -->Oct 18 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7053 -->Campus<!-- /react-text --><!-- react-text: 7054 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="4" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7072 -->The area is very nice but fairly expensive. Known for its high quality of life.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Freshman</span></li><li class="review-tagline__item"><meta content="2014-10-16" itemprop="datePublished" /><!-- react-text: 7080 -->Oct 16 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7084 -->Campus<!-- /react-text --><!-- react-text: 7085 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="4" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7103 -->Near SF but not too close. Palo alto is the cutest for good restaurants and shops. Stanford has ITS OWN mall on campus that has a huge selection of stores.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-09-13" itemprop="datePublished" /><!-- react-text: 7111 -->Sep 13 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7115 -->Campus<!-- /react-text --><!-- react-text: 7116 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text overflow-text--mobile-overflow overflow-text--desktop-overflow"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7134 -->Student life on campus is unparalleled. Beyond the obvious perks of living in beautiful, sunny California, the campus itself is idyllic and pristine. Athletic facilities, for both athletes and non-athletes, are beautiful and mostly new. There are tons of open lawns with beach volleyball courts, tennis courts, basketball courts and picnic tables, spread all over campus, near every residence. \r<!-- /react-text --><br /></span><span><!-- react-text: 7137 -->\r<!-- /react-text --><br /></span><span><!-- react-text: 7140 -->Student life, campus traditions and activities are awesome. Full Moon on the Quad, fountain hopping, assassins, primal scream, scavenger hunt, ski trip, Bay to Breakers, Big Game, Walky Walk, IM sports, midnight breakfast, the LSJUMB, and dressing in rally for random events are just some of the amazing traditions and parties and activities that happen all year. People are involved in numerous activities, including IM sports, dance groups, music groups, business organizations, environmental interest groups, volunteering groups, and so many more.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-08-28" itemprop="datePublished" /><!-- react-text: 7148 -->Aug 28 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7152 -->Campus<!-- /react-text --><!-- react-text: 7153 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="4" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--40"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7171 -->Palo Alto is great! Just not a lively college town<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-08-15" itemprop="datePublished" /><!-- react-text: 7179 -->Aug 15 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7183 -->Campus<!-- /react-text --><!-- react-text: 7184 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text overflow-text--mobile-overflow overflow-text--desktop-overflow"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7202 -->Gorgeous campus overall. Dorms themselves aren\'t very elaborate or grandiose, but with the amazing weather almost all-year round, people are usually studying, working, or relaxing outside. Green Library is nice with plenty of study spaces in the stacks, while Meyer is old and less nice (and getting demolished soon, I believe, in favor of a new library). The gyms are nice with plenty of equipment (Avery Rec center is brand new with an awesome pool), and I\'ve never seen them even half-full.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-08-07" itemprop="datePublished" /><!-- react-text: 7210 -->Aug 7 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7214 -->Campus<!-- /react-text --><!-- react-text: 7215 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7233 -->Palo Alto is dull... but San Francisco is great, albeit rather far away. Takes about an hour driving, and perhaps a bit longer on the Cal-Train, so it\'s mostly a day event for the weekends if you want to go, but of course it\'s a great city. Palo Alto is wealthy, quiet, and expensive.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-08-07" itemprop="datePublished" /><!-- react-text: 7241 -->Aug 7 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7245 -->Campus<!-- /react-text --><!-- react-text: 7246 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7264 -->very expensive but safe, cleanish fun<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Senior</span></li><li class="review-tagline__item"><meta content="2014-07-23" itemprop="datePublished" /><!-- react-text: 7272 -->July 23 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7276 -->Campus<!-- /react-text --><!-- react-text: 7277 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="2" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--20"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7295 -->The local town is definitely geared towards locals rather than young adults.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">Recent Alumnus</span></li><li class="review-tagline__item"><meta content="2014-06-30" itemprop="datePublished" /><!-- react-text: 7303 -->June 30 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7307 -->Campus<!-- /react-text --><!-- react-text: 7308 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7326 -->Permits are slightly expensive, but not as bad as they used to be. On campus, you don\'t need a car, but to get anywhere off, it\'s nice to have.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Freshman</span></li><li class="review-tagline__item"><meta content="2014-05-20" itemprop="datePublished" /><!-- react-text: 7334 -->May 20 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7338 -->Campus<!-- /react-text --><!-- react-text: 7339 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7357 -->Tech support for every hall and house, computer clusters in every residence hall, plus many others, high-speeed internet absolutely everywhere on campus<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Freshman</span></li><li class="review-tagline__item"><meta content="2014-05-20" itemprop="datePublished" /><!-- react-text: 7365 -->May 20 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7369 -->Campus<!-- /react-text --><!-- react-text: 7370 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div><a class="review-survey-cta" href="https://www.niche.com/colleges/survey/start/?t=u&amp;e=stanford-university"><!-- react-text: 7374 -->Review <!-- /react-text --><!-- react-text: 7375 -->Stanford University<!-- /react-text --><i class="icon-arrowright-thin--reviews"></i></a><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="3" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--30"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7393 -->Everything is out of the way.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Student</span></li><li class="review-tagline__item"><meta content="2014-05-08" itemprop="datePublished" /><!-- react-text: 7401 -->May 8 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7405 -->Campus<!-- /react-text --><!-- react-text: 7406 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7424 -->We have computers everywhere. It\'s expected and supported.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Student</span></li><li class="review-tagline__item"><meta content="2014-05-08" itemprop="datePublished" /><!-- react-text: 7432 -->May 8 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7436 -->Campus<!-- /react-text --><!-- react-text: 7437 --><!-- /react-text --></a></span></li></ul><button class="flagging-button">Report</button></div></div><div class="review" itemscope="" itemtype="http://schema.org/Review"><span class="review__entity-name" itemprop="itemReviewed" itemscope="" itemtype="http://schema.org/CollegeOrUniversity"><meta content="Stanford University" itemprop="name" /></span><div class="review__header"><div class="review-rating" itemprop="reviewRating" itemscope="" itemtype="http://schema.org/Rating"><meta content="5" itemprop="ratingValue" /><meta content="5" itemprop="bestRating" /><div class="review__stars"><span class="review__stars__icon review__stars__icon--50"></span><span class="review__stars__number__reviews"></span></div></div></div><span class="review__text"><div class="overflow-text"><div class="overflow-text__content"><div itemprop="reviewBody"><span><span><!-- react-text: 7455 -->Easy not to have a car here.<!-- /react-text --><br /></span></span></div></div></div></span><div class="review__footer"><ul class="review-tagline"><li class="review-tagline__item" itemprop="author" itemscope="" itemtype="http://schema.org/Thing"><span itemprop="name">College Sophomore</span></li><li class="review-tagline__item"><meta content="2014-03-17" itemprop="datePublished" /><!-- react-text: 7463 -->Mar 17 2014<!-- /react-text --></li><li class="review-tagline__item"><span><a href=""><!-- react-text: 7467 -->Campus<!-- /react-text 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There is an overwhelming sense of community to be found by anyone from any background, and academics are challenging and prepare you for anything you may want to pursue after college. The atmosphere and school spirit are always lively, and it\'s an overall great place to be.","rating":4,"author":"Freshman","created":"2017-10-03T22:36:41.862115Z","categories":["Overall Experience"]},{"guid":"712ba480-7397-4821-a960-2640c83f72b5","body":"Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream.","rating":5,"author":"Niche User","created":"2017-09-24T13:03:18.306311Z","categories":["Overall Experience"]},{"guid":"0bea1ab9-2029-41d9-a2eb-cdc424765461","body":"When I toured the Stanford Campus I fell in love with the accepting and kind student body, as well as the learning culture an environment present at this prestigious academy.  My guide was very accommodating and encouraged us to ask all of our questions.","rating":5,"author":"Niche User","created":"2017-09-21T05:08:44.386186Z","categories":["Overall Experience"]},{"guid":"9e24715c-c3cd-4d41-8f4a-85d4fa08427c","body":"I love Stanford! The student atmosphere lives up to collaborative hype, the weather is beautiful, and all the classes are taught by professors that have a true passion for the subject.","rating":5,"author":"Freshman","created":"2017-08-24T18:39:00.708061Z","categories":["Overall Experience"]},{"guid":"4aca7772-3212-4259-8a33-986567c35a92","body":"Stanford is a great school because it has a lot of resources and connections. I don\'t think the academics are harder than any other university, but I think they do a great job in selecting students who have a passion for discovery, creation, and innovation. The experience of being able to learn, grow, and collaborate with these people is the greatest blessing.","rating":4,"author":"Junior","created":"2017-08-10T02:14:12.8657Z","categories":["Overall Experience"]},{"guid":"e3fc7566-6e40-4824-8d02-5f97f5df4b1c","body":"Stanford has endless opportunities to pursue personal and intellectual growth. The resources and improvement-minded attitude provide motivation and support towards the student experience.","rating":5,"author":"Junior","created":"2017-07-24T16:26:02.194314Z","categories":["Overall Experience"]},{"guid":"ab1f2d0a-87a2-4fc4-b43d-858c17dba115","body":"I just finished my freshman year and have had a wonderful time at Stanford. It\'s a place where you can be yourself and there will be a welcoming place for you. Classes are top-notch. Student life is diverse, and there are many students who are highly smart yet also down-to-earth and unpretentious about it. It\'s important, however, to keep in mind that Stanford isn\'t the perfect palm tree academic paradise its brochures try to make it out to be. There are virtually no good food options on campus, and it\'s quite hard to get off it. Despite being a diverse place, students often go into their little communities, and those often rarely interact. Stanford admin can oscillate between launching programs that are very welcoming to students, and paying lip service to other issues that are important to students. Overall, if you get in, it\'s definitely cause for celebration. However, if you don\'t, it\'s not  like you\'ve missed your one golden chance. Really, don\'t sweat it too much.","rating":4,"author":"Sophomore","created":"2017-07-21T23:17:12.017967Z","categories":["Overall Experience"]},{"guid":"4227846f-9363-4666-ac83-91cc1dc7ebb7","body":"I loved the campus at Stanford and the fact that they have their own little city on campus. I think the students who attend are all very unique in their personalities and hobbies, which makes the student body particularly diverse.","rating":4,"author":"Niche User","created":"2017-06-29T02:16:52.781025Z","categories":["Overall Experience"]},{"guid":"74b7a5e7-2dcd-430a-bafb-e9870d0d0590","body":"A truly unique school that has a great balance of social, academic, and athletic capacities. Wouldn\'t want to be anywhere else.","rating":5,"author":"Sophomore","created":"2017-06-21T23:29:40.594418Z","categories":["Overall Experience"]},{"guid":"fd16c06a-c755-49a2-ac0b-22622eb68f5e","body":"Stanford has afforded me the opportunity to explore who I am as an aspiring science researcher, and given me great and numerous free opportunities to get involved with events both on and off of campus, fun and academic alike.","rating":5,"author":"Freshman","created":"2017-05-30T22:15:27.552732Z","categories":["Overall Experience"]},{"guid":"403f1ee6-4529-4d11-a441-9a1a79ee69cf","body":"Stanford offers a great number of majors, and with a beautiful campus and high end resources to boot, it makes sense why so many want to go there. But considering the issues with their application  process and how it wrongfully denies applicants\' credit cards as invalid (including mine) I would not be surprised if many great minds wasted their time applying here as I have.","rating":3,"author":"Niche User","created":"2017-05-22T23:57:51.663792Z","categories":["Overall Experience"]},{"guid":"3e787d9c-08c4-4076-8577-4556ea02f8c1","body":"Stanford is a place of innovation. Improvements are constantly made to the school. It\'s easy to make connections with faculty. Since most undergraduates live on campus, it\'s easy to meet up with friends for meals and visit each others\' dorms. The weather is terrific. You can take any class and be any major you want.","rating":5,"author":"Alum","created":"2017-04-20T20:04:40.637382Z","categories":["Overall Experience"]},{"guid":"18e57907-786b-4f18-b7af-a0b447563c2f","body":"The campus is beautiful, the food is amazing, the people are incredible. Stanford is the only place I can see myself being and growing. However, their financial aid policy is complete nonsense. So many people I know are having difficulties or are taking leaves because the school is in no way accommodating.","rating":3,"author":"Freshman","created":"2017-04-13T14:56:27.655966Z","categories":["Overall Experience"]},{"guid":"f72b8a53-cde1-4703-9abc-6a4677290885","body":"Stanford University is one of the most beautiful schools I have ever seen, it is filled with an academic auora that undeniably present. It is campus friendly and provides a safe unit for the students. It has caused major drive on incoming freshman and allowed them to feel welcome and make them want to come to such an outrageous school. The amount of respect and title Stanford holds should live up to it, and it sure does. Stanford University is one of the most beautiful campuses I have ever seen and every student is lucky to have the opportunity to go to such an outstanding, academically successful school.","rating":5,"author":"Niche User","created":"2017-04-12T01:16:28.150065Z","categories":["Overall Experience"]},{"guid":"c0efd644-b9d7-4e86-83e4-6a4bd3edd7cf","body":"Stanford is a beautiful campus with excellent facilities and lots of truly accomplished professors. You\'ll be in awe simply biking to and from class. Other aspects of Stanford didn\'t turn out to be quite the paradise I expected, but it is still a quality experience overall. Be happy if you get in, but don\'t sweat over it too much if you don\'t.","rating":4,"author":"Freshman","created":"2017-03-27T18:15:09.194251Z","categories":["Overall Experience"]},{"guid":"a78f5772-b3a9-4433-aba7-84b01a77b46a","body":"The campus is amazing, the community is amazing, the academics and clubs are amazing. The campus is beautiful and the community within the school is so diverse. You can find people from all over the world in a single campus. As for academics, the facilities are top-notch and the professors do well in teaching their respective subjects, granted that the courses are still quite difficult. Lastly, there are so many clubs and activities going on that no one will ever be bored or alone on campus.","rating":5,"author":"Freshman","created":"2017-03-10T11:33:40.2889Z","categories":["Overall Experience"]},{"guid":"88442401-cfe4-4c41-aef3-395beb49bc87","body":"It\'s impossible to get any better than this. It has everything you could possibly want out of your college experience and more. Stanford is the total package.","rating":5,"author":"Sophomore","created":"2017-02-23T08:24:30.316426Z","categories":["Overall Experience"]},{"guid":"dd557a1e-4918-4900-94e7-4b4169738d8c","body":"I have grown up loving and supporting Stanford University. Both my parents are alumni and I was born in the Stanford Medical Center. Ever since I was little I have been amazed at the campus and atmosphere of Stanford. The welcoming community and supportive staff are integral to the feeling of family at the university.","rating":4,"author":"Niche User","created":"2017-02-10T19:14:34.144799Z","categories":["Overall Experience"]},{"guid":"c6fde8da-3086-438c-8d4b-02796f076f74","body":"In Stanford, collaboration comes before competition. Once you have proved worthy of being in Stanford, it is not about what grades you receive and how you are better than someone else purely in academics, but about how you reach out for different experiences, how you enrich yourself with multi-disciplinary research activities, how you participate in year round activities on campus and help each other out in academics. It isn\'t how much you know, it is how well you use what you know. It doesn\'t matter what field you are in, Stanford will give you the holistic experience of studying in a University that no one else can. Don\'t be afraid to apply, I was very afraid, but I took the leap and here I am.","rating":4,"author":"Graduate Student","created":"2017-01-10T19:02:43.635585Z","categories":["Overall Experience"]},{"guid":"25b78b15-3381-42e1-aaab-1e55ab14787e","body":"I loved my four years at Stanford. I got to be in class with people from across the University. 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There is an overwhelming sense of community to be found by anyone from any background, and academics are challenging and prepare you for anything you may want to pursue after college. The atmosphere and school spirit are always lively, and it\'s an overall great place to be.","rating":4,"author":"Freshman","created":"2017-10-03T22:36:41.862115Z","categories":["Overall Experience"]},{"guid":"712ba480-7397-4821-a960-2640c83f72b5","body":"Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream. Stanford is my dream.","rating":5,"author":"Niche User","created":"2017-09-24T13:03:18.306311Z","categories":["Overall Experience"]},{"guid":"0bea1ab9-2029-41d9-a2eb-cdc424765461","body":"When I toured the Stanford Campus I fell in love with the accepting and kind student body, as well as the learning culture an environment present at this prestigious academy.  My guide was very accommodating and encouraged us to ask all of our questions.","rating":5,"author":"Niche User","created":"2017-09-21T05:08:44.386186Z","categories":["Overall Experience"]},{"guid":"9e24715c-c3cd-4d41-8f4a-85d4fa08427c","body":"I love Stanford! The student atmosphere lives up to collaborative hype, the weather is beautiful, and all the classes are taught by professors that have a true passion for the subject.","rating":5,"author":"Freshman","created":"2017-08-24T18:39:00.708061Z","categories":["Overall Experience"]},{"guid":"4aca7772-3212-4259-8a33-986567c35a92","body":"Stanford is a great school because it has a lot of resources and connections. I don\'t think the academics are harder than any other university, but I think they do a great job in selecting students who have a passion for discovery, creation, and innovation. The experience of being able to learn, grow, and collaborate with these people is the greatest blessing.","rating":4,"author":"Junior","created":"2017-08-10T02:14:12.8657Z","categories":["Overall Experience"]},{"guid":"e3fc7566-6e40-4824-8d02-5f97f5df4b1c","body":"Stanford has endless opportunities to pursue personal and intellectual growth. The resources and improvement-minded attitude provide motivation and support towards the student experience.","rating":5,"author":"Junior","created":"2017-07-24T16:26:02.194314Z","categories":["Overall Experience"]},{"guid":"ab1f2d0a-87a2-4fc4-b43d-858c17dba115","body":"I just finished my freshman year and have had a wonderful time at Stanford. It\'s a place where you can be yourself and there will be a welcoming place for you. Classes are top-notch. Student life is diverse, and there are many students who are highly smart yet also down-to-earth and unpretentious about it. It\'s important, however, to keep in mind that Stanford isn\'t the perfect palm tree academic paradise its brochures try to make it out to be. There are virtually no good food options on campus, and it\'s quite hard to get off it. Despite being a diverse place, students often go into their little communities, and those often rarely interact. Stanford admin can oscillate between launching programs that are very welcoming to students, and paying lip service to other issues that are important to students. Overall, if you get in, it\'s definitely cause for celebration. However, if you don\'t, it\'s not  like you\'ve missed your one golden chance. Really, don\'t sweat it too much.","rating":4,"author":"Sophomore","created":"2017-07-21T23:17:12.017967Z","categories":["Overall Experience"]},{"guid":"4227846f-9363-4666-ac83-91cc1dc7ebb7","body":"I loved the campus at Stanford and the fact that they have their own little city on campus. I think the students who attend are all very unique in their personalities and hobbies, which makes the student body particularly diverse.","rating":4,"author":"Niche User","created":"2017-06-29T02:16:52.781025Z","categories":["Overall Experience"]},{"guid":"74b7a5e7-2dcd-430a-bafb-e9870d0d0590","body":"A truly unique school that has a great balance of social, academic, and athletic capacities. Wouldn\'t want to be anywhere else.","rating":5,"author":"Sophomore","created":"2017-06-21T23:29:40.594418Z","categories":["Overall Experience"]},{"guid":"fd16c06a-c755-49a2-ac0b-22622eb68f5e","body":"Stanford has afforded me the opportunity to explore who I am as an aspiring science researcher, and given me great and numerous free opportunities to get involved with events both on and off of campus, fun and academic alike.","rating":5,"author":"Freshman","created":"2017-05-30T22:15:27.552732Z","categories":["Overall Experience"]},{"guid":"403f1ee6-4529-4d11-a441-9a1a79ee69cf","body":"Stanford offers a great number of majors, and with a beautiful campus and high end resources to boot, it makes sense why so many want to go there. But considering the issues with their application  process and how it wrongfully denies applicants\' credit cards as invalid (including mine) I would not be surprised if many great minds wasted their time applying here as I have.","rating":3,"author":"Niche User","created":"2017-05-22T23:57:51.663792Z","categories":["Overall Experience"]},{"guid":"3e787d9c-08c4-4076-8577-4556ea02f8c1","body":"Stanford is a place of innovation. Improvements are constantly made to the school. It\'s easy to make connections with faculty. Since most undergraduates live on campus, it\'s easy to meet up with friends for meals and visit each others\' dorms. The weather is terrific. You can take any class and be any major you want.","rating":5,"author":"Alum","created":"2017-04-20T20:04:40.637382Z","categories":["Overall Experience"]},{"guid":"18e57907-786b-4f18-b7af-a0b447563c2f","body":"The campus is beautiful, the food is amazing, the people are incredible. Stanford is the only place I can see myself being and growing. However, their financial aid policy is complete nonsense. So many people I know are having difficulties or are taking leaves because the school is in no way accommodating.","rating":3,"author":"Freshman","created":"2017-04-13T14:56:27.655966Z","categories":["Overall Experience"]},{"guid":"f72b8a53-cde1-4703-9abc-6a4677290885","body":"Stanford University is one of the most beautiful schools I have ever seen, it is filled with an academic auora that undeniably present. It is campus friendly and provides a safe unit for the students. It has caused major drive on incoming freshman and allowed them to feel welcome and make them want to come to such an outrageous school. The amount of respect and title Stanford holds should live up to it, and it sure does. Stanford University is one of the most beautiful campuses I have ever seen and every student is lucky to have the opportunity to go to such an outstanding, academically successful school.","rating":5,"author":"Niche User","created":"2017-04-12T01:16:28.150065Z","categories":["Overall Experience"]},{"guid":"c0efd644-b9d7-4e86-83e4-6a4bd3edd7cf","body":"Stanford is a beautiful campus with excellent facilities and lots of truly accomplished professors. You\'ll be in awe simply biking to and from class. Other aspects of Stanford didn\'t turn out to be quite the paradise I expected, but it is still a quality experience overall. Be happy if you get in, but don\'t sweat over it too much if you don\'t.","rating":4,"author":"Freshman","created":"2017-03-27T18:15:09.194251Z","categories":["Overall Experience"]},{"guid":"a78f5772-b3a9-4433-aba7-84b01a77b46a","body":"The campus is amazing, the community is amazing, the academics and clubs are amazing. The campus is beautiful and the community within the school is so diverse. You can find people from all over the world in a single campus. As for academics, the facilities are top-notch and the professors do well in teaching their respective subjects, granted that the courses are still quite difficult. Lastly, there are so many clubs and activities going on that no one will ever be bored or alone on campus.","rating":5,"author":"Freshman","created":"2017-03-10T11:33:40.2889Z","categories":["Overall Experience"]},{"guid":"88442401-cfe4-4c41-aef3-395beb49bc87","body":"It\'s impossible to get any better than this. It has everything you could possibly want out of your college experience and more. Stanford is the total package.","rating":5,"author":"Sophomore","created":"2017-02-23T08:24:30.316426Z","categories":["Overall Experience"]},{"guid":"dd557a1e-4918-4900-94e7-4b4169738d8c","body":"I have grown up loving and supporting Stanford University. Both my parents are alumni and I was born in the Stanford Medical Center. Ever since I was little I have been amazed at the campus and atmosphere of Stanford. The welcoming community and supportive staff are integral to the feeling of family at the university.","rating":4,"author":"Niche User","created":"2017-02-10T19:14:34.144799Z","categories":["Overall Experience"]},{"guid":"c6fde8da-3086-438c-8d4b-02796f076f74","body":"In Stanford, collaboration comes before competition. Once you have proved worthy of being in Stanford, it is not about what grades you receive and how you are better than someone else purely in academics, but about how you reach out for different experiences, how you enrich yourself with multi-disciplinary research activities, how you participate in year round activities on campus and help each other out in academics. It isn\'t how much you know, it is how well you use what you know. 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	article_id	article_rating	article_uni	article_pub_date	year	month	week	month_year	dayofweek	days
0	2161	3	Oxford Brookes	2017-03-19	2017	3	11	201711	6	19
1	2162	2	Oxford Brookes	2017-02-07	2017	2	6	201706	1	7
2	2163	4	Oxford Brookes	2016-12-17	2016	12	50	201650	5	17
3	2164	2	Oxford Brookes	2016-12-15	2016	12	50	201650	3	15
4	2165	3	Oxford Brookes	2016-12-02	2016	12	48	201648	4	2

	article_uni	country	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017
0	Oxford Brookes	UK	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	401.00	401.00	401.00
1	University of Cambridge	UK	nan	nan	nan	nan	nan	6.00	6.00	7.00	7.00	5.00	4.00	4.00	2.00
2	London School of Economics and Political Science	UK	nan	nan	nan	nan	nan	86.00	47.00	39.00	32.00	34.00	23.00	25.00	25.00
3	University of Edinburgh	UK	nan	nan	nan	nan	nan	40.00	36.00	32.00	39.00	36.00	24.00	27.00	27.00
4	University of Manchester	UK	nan	nan	nan	nan	nan	87.00	48.00	49.00	58.00	52.00	56.00	55.00	54.00

	article_uni	country	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017
34	Aberystwyth University	UK	nan	nan	nan	nan	nan	nan	276.00	276.00	301.00	351.00	301.00	301.00	301.00
35	Anglia Ruskin University	UK	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	301.00	301.00
71	Boston University	USA	nan	nan	nan	nan	nan	59.00	54.00	54.00	50.00	57.00	64.00	64.00	70.00
61	Brown University	USA	nan	nan	nan	nan	nan	55.00	49.00	51.00	52.00	54.00	51.00	51.00	50.00
21	Cardiff Metropolitan University	UK	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan

	article_uni	year	article_rating_mean	article_rating_count	article_rating_moda
0	Aberystwyth University	2015	0.81	116	0.80
1	Aberystwyth University	2016	0.80	8	0.80
2	Anglia Ruskin University	2015	0.76	76	0.80
3	Anglia Ruskin University	2016	0.56	10	0.60
4	Anglia Ruskin University	2017	0.56	10	0.80