09. Practice Problem #3

Practice Problem #3: Load and Filter the Dataset

This is a bit of a bigger task, which involves choosing a dataset to load and filtering it based on a specified month and day. In the quiz below, you'll implement the load_data() function, which you can use directly in your project. There are four steps:

  1. Load the dataset for the specified city. Index the global CITY_DATA dictionary object to get the corresponding filename for the given city name.
  2. Create month and day_of_week columns. Convert the "Start Time" column to datetime and extract the month number and weekday name into separate columns using the datetime module.
  3. Filter by month. Since the month parameter is given as the name of the month, you'll need to first convert this to the corresponding month number. Then, select rows of the dataframe that have the specified month and reassign this as the new dataframe.
  4. Filter by day of week. Select rows of the dataframe that have the specified day of week and reassign this as the new dataframe. (Note: Capitalize the day parameter with the title() method to match the title case used in the day_of_week column!)

Start Quiz:

import pandas as pd

CITY_DATA = { 'chicago': 'chicago.csv',
              'new york city': 'new_york_city.csv',
              'washington': 'washington.csv' }

def load_data(city, month, day):
    """
    Loads data for the specified city and filters by month and day if applicable.

    Args:
        (str) city - name of the city to analyze
        (str) month - name of the month to filter by, or "all" to apply no month filter
        (str) day - name of the day of week to filter by, or "all" to apply no day filter
    Returns:
        df - pandas DataFrame containing city data filtered by month and day
    """
    
    # load data file into a dataframe
    df = 

    # convert the Start Time column to datetime
    df['Start Time'] = 

    # extract month and day of week from Start Time to create new columns
    df['month'] = 
    df['day_of_week'] = 


    # filter by month if applicable
    if month != 'all':
        # use the index of the months list to get the corresponding int
        months = ['january', 'february', 'march', 'april', 'may', 'june']
        month = 
    
        # filter by month to create the new dataframe
        df = 

    # filter by day of week if applicable
    if day != 'all':
        # filter by day of week to create the new dataframe
        df = 
    
    return df
    
df = load_data('chicago', 'march', 'friday')


Start Time,End Time,Trip Duration,Start Station,End Station,User Type,Gender,Birth Year
2017-05-29 18:36:27,2017-05-29 18:49:27,780,Columbus Dr & Randolph St,Federal St & Polk St,Subscriber,Male,1991.0
2017-06-12 19:00:33,2017-06-12 19:24:22,1429,Kingsbury St & Erie St,Orleans St & Merchandise Mart Plaza,Customer,,
2017-02-13 17:02:02,2017-02-13 17:20:10,1088,Canal St & Madison St,Paulina Ave & North Ave,Subscriber,Female,1982.0
2017-04-24 18:39:45,2017-04-24 18:54:59,914,Spaulding Ave & Armitage Ave,California Ave & Milwaukee Ave,Subscriber,Male,1966.0
2017-01-26 15:36:07,2017-01-26 15:43:21,434,Clark St & Randolph St,Financial Pl & Congress Pkwy,Subscriber,Female,1983.0
2017-06-21 09:43:54,2017-06-21 10:01:31,1057,Ogden Ave & Race Ave,Franklin St & Monroe St,Subscriber,Female,1981.0
2017-04-24 08:33:31,2017-04-24 08:38:47,316,Clinton St & Washington Blvd,Morgan St & Lake St,Subscriber,Male,1986.0
2017-03-21 07:23:58,2017-03-21 07:33:17,559,Canal St & Adams St,Michigan Ave & Lake St,Subscriber,Male,1969.0
2017-01-14 12:16:20,2017-01-14 12:58:17,2517,Wentworth Ave & Archer Ave,Franklin St & Jackson Blvd,Customer,,
2017-04-06 09:15:52,2017-04-06 09:22:11,379,Canal St & Madison St,Clark St & Lake St,Subscriber,Male,1982.0
2017-06-13 17:02:44,2017-06-13 17:08:17,333,State St & Kinzie St,Stetson Ave & South Water St,Subscriber,Male,1963.0
2017-03-09 09:15:39,2017-03-09 09:18:56,197,Clark St & Lake St,Rush St & Hubbard St,Subscriber,Male,1986.0
2017-03-22 06:54:00,2017-03-22 06:59:02,302,Larrabee St & Division St,Clark St & Elm St,Subscriber,Female,1990.0
2017-02-21 17:51:52,2017-02-21 17:55:03,191,Ashland Ave & Division St,Damen Ave & Division St,Subscriber,Male,1979.0
2017-03-13 13:19:26,2017-03-13 13:27:35,489,LaSalle St & Washington St,Sangamon St & Washington Blvd (*),Subscriber,Male,1972.0
2017-04-04 23:12:25,2017-04-04 23:25:56,811,Sheffield Ave & Webster Ave,Halsted St & Roscoe St,Subscriber,Male,1990.0
2017-04-05 19:28:40,2017-04-05 19:35:59,439,Orleans St & Merchandise Mart Plaza,Clinton St & Washington Blvd,Subscriber,Male,1957.0
2017-05-15 15:49:46,2017-05-15 15:57:25,459,Southport Ave & Irving Park Rd,Lincoln Ave & Roscoe St,Subscriber,Male,1962.0
2017-02-18 15:23:05,2017-02-18 15:54:18,1873,Central St & Girard Ave,Central St & Girard Ave,Subscriber,Male,1982.0
2017-04-02 13:21:17,2017-04-02 13:30:55,578,Kingsbury St & Kinzie St,Wells St & Elm St,Subscriber,Male,1965.0
2017-06-20 11:38:18,2017-06-20 11:51:54,816,State St & Pearson St,Clinton St & Madison St,Subscriber,Male,1987.0
2017-02-01 08:49:24,2017-02-01 09:06:49,1045,Clinton St & 18th St,Clinton St & Washington Blvd,Subscriber,Female,1985.0
2017-04-11 11:22:42,2017-04-11 11:40:22,1060,Loomis St & Jackson Blvd,Clark St & Lake St,Subscriber,Male,1974.0
2017-05-21 12:07:47,2017-05-21 12:13:46,359,Orleans St & Merchandise Mart Plaza,Green St & Randolph St,Subscriber,Male,1991.0
2017-06-28 21:07:24,2017-06-28 21:21:57,873,Paulina Ave & North Ave,Troy St & North Ave,Subscriber,Female,1994.0
2017-02-08 17:33:43,2017-02-08 17:38:57,314,Wabash Ave & 16th St,Wabash Ave & Roosevelt Rd,Subscriber,Female,1984.0
2017-06-24 21:58:46,2017-06-24 22:22:28,1422,Adler Planetarium,State St & Randolph St,Customer,,
2017-05-23 08:18:01,2017-05-23 08:33:06,905,Ogden Ave & Race Ave,Daley Center Plaza,Subscriber,Female,1984.0
2017-06-07 12:30:44,2017-06-07 12:44:48,844,Columbus Dr & Randolph St,Clinton St & Jackson Blvd,Subscriber,Male,1957.0
2017-04-04 14:12:57,2017-04-04 14:16:54,237,California Ave & Milwaukee Ave,Stave St & Armitage Ave,Subscriber,Male,1957.0
2017-02-26 17:14:48,2017-02-26 17:29:37,889,Sedgwick St & North Ave,Halsted St & Wrightwood Ave,Subscriber,Female,1993.0
2017-03-29 06:57:27,2017-03-29 07:03:21,354,Oakley Ave & Irving Park Rd,Talman Ave & Addison St,Subscriber,Male,1979.0
2017-06-27 16:32:23,2017-06-27 16:35:30,187,Canal St & Madison St,LaSalle St & Washington St,Subscriber,Male,1980.0
2017-04-04 22:47:28,2017-04-04 22:51:25,237,Sheffield Ave & Webster Ave,Larrabee St & Webster Ave,Subscriber,Male,1964.0
2017-06-03 15:33:30,2017-06-03 17:00:26,5216,Streeter Dr & Grand Ave,Kedzie Ave & Milwaukee Ave,Customer,,
2017-02-08 12:05:53,2017-02-08 12:12:52,419,Franklin St & Lake St,Larrabee St & Kingsbury St,Subscriber,Male,1982.0
2017-06-18 12:12:08,2017-06-18 12:14:57,169,Clinton St & Roosevelt Rd,Halsted St & Roosevelt Rd,Subscriber,Male,1986.0
2017-04-09 14:55:39,2017-04-09 15:17:36,1317,Theater on the Lake,Lake Shore Dr & Belmont Ave,Customer,,
2017-03-02 13:43:22,2017-03-02 13:47:40,258,Broadway & Berwyn Ave,Clark St & Berwyn Ave,Customer,,
2017-06-14 09:14:06,2017-06-14 09:33:32,1166,Clark St & Winnemac Ave,Damen Ave & Wellington Ave,Subscriber,Female,1986.0
2017-03-24 13:06:37,2017-03-24 13:10:44,247,Broadway & Berwyn Ave,Clark St & Berwyn Ave,Subscriber,Female,1961.0
2017-01-23 07:11:34,2017-01-23 07:25:42,848,Wells St & Concord Ln,Mies van der Rohe Way & Chicago Ave,Subscriber,Female,1975.0
2017-06-05 06:45:01,2017-06-05 06:59:49,888,LaSalle St & Jackson Blvd,Cityfront Plaza Dr & Pioneer Ct,Subscriber,Male,1962.0
2017-01-24 18:53:53,2017-01-24 19:07:32,819,Desplaines St & Jackson Blvd,Wentworth Ave & Archer Ave,Subscriber,Male,1974.0
2017-06-11 13:36:57,2017-06-11 13:46:09,552,Orleans St & Merchandise Mart Plaza,LaSalle St & Illinois St,Customer,,
2017-04-10 17:31:54,2017-04-10 17:56:00,1446,Peoria St & Jackson Blvd,Aberdeen St & Jackson Blvd,Subscriber,Male,1991.0
2017-05-13 14:02:08,2017-05-13 14:14:05,717,Milwaukee Ave & Rockwell St,Greenview Ave & Fullerton Ave,Subscriber,Male,1990.0
2017-05-13 22:05:25,2017-05-13 22:09:57,272,Kingsbury St & Erie St,Larrabee St & Kingsbury St,Subscriber,Female,1980.0
2017-05-09 20:30:57,2017-05-09 20:38:53,476,Michigan Ave & Lake St,Rush St & Cedar St,Subscriber,Male,1993.0
2017-04-19 17:57:40,2017-04-19 18:11:34,834,Clark St & Wellington Ave,Sedgwick St & North Ave,Subscriber,Female,1991.0
2017-02-18 11:44:19,2017-02-18 11:59:31,912,Shedd Aquarium,Lake Shore Dr & Ohio St,Subscriber,Female,1983.0
2017-06-15 08:56:22,2017-06-15 09:12:13,951,Michigan Ave & 8th St,Burnham Harbor,Customer,,
2017-06-02 13:48:36,2017-06-02 14:02:48,852,Ashland Ave & 21st St,California Ave & 21st St,Subscriber,Male,1949.0
2017-06-02 19:24:09,2017-06-02 19:41:30,1041,Damen Ave & Charleston St,Leavitt St & North Ave,Subscriber,Female,1987.0
2017-03-18 11:06:21,2017-03-18 11:14:41,500,Wabash Ave & Grand Ave,Wells St & Walton St,Subscriber,Male,1967.0
2017-04-09 20:11:01,2017-04-09 20:24:25,804,Theater on the Lake,Halsted St & Wrightwood Ave,Subscriber,Male,1994.0
2017-04-20 09:23:17,2017-04-20 09:33:08,591,Cornell Ave & Hyde Park Blvd,Harper Ave & 59th St,Subscriber,Male,1989.0
2017-02-22 23:14:41,2017-02-22 23:29:20,879,Michigan Ave & 18th St,Emerald Ave & 31st St,Subscriber,Male,1997.0
2017-05-16 16:09:03,2017-05-16 16:13:07,244,Clinton St & Lake St,Wacker Dr & Washington St,Subscriber,Female,1975.0
2017-03-03 07:55:48,2017-03-03 07:57:41,113,Clark St & Chicago Ave,Wells St & Huron St,Subscriber,Male,1981.0
2017-04-18 18:12:28,2017-04-18 18:55:19,2571,Southport Ave & Belmont Ave,Racine Ave & Belmont Ave,Subscriber,Male,1992.0
2017-06-16 18:21:13,2017-06-16 18:42:23,1270,Ellis Ave & 55th St,Prairie Ave & Garfield Blvd,Subscriber,Female,1995.0
2017-04-07 20:23:51,2017-04-07 20:36:58,787,Lincoln Ave & Fullerton Ave,Broadway & Cornelia Ave,Subscriber,Female,1988.0
2017-03-16 21:08:28,2017-03-16 21:39:51,1883,Rush St & Cedar St,Wabash Ave & Cermak Rd,Subscriber,Female,1992.0
2017-05-17 20:45:37,2017-05-17 20:59:25,828,Orleans St & Merchandise Mart Plaza,Damen Ave & Augusta Blvd,Subscriber,Male,1990.0
2017-06-09 12:24:54,2017-06-09 12:36:55,721,Lake Shore Dr & North Blvd,Clark St & Armitage Ave,Customer,,
2017-06-05 14:51:19,2017-06-05 14:57:55,396,Wabash Ave & 8th St,LaSalle St & Jackson Blvd,Subscriber,Male,1992.0
2017-02-19 15:29:49,2017-02-19 15:43:22,813,Broadway & Waveland Ave,Lake Shore Dr & Diversey Pkwy,Subscriber,Male,1990.0
2017-03-17 12:14:50,2017-03-17 12:22:38,468,Dearborn Pkwy & Delaware Pl,State St & Randolph St,Subscriber,Female,1984.0
2017-05-25 17:46:10,2017-05-25 17:51:42,332,Sheridan Rd & Irving Park Rd,Clarendon Ave & Gordon Ter,Subscriber,Female,1969.0
2017-06-19 12:38:53,2017-06-19 12:55:25,992,Streeter Dr & Grand Ave,Dearborn St & Monroe St,Subscriber,Male,1950.0
2017-06-01 19:10:33,2017-06-01 19:27:25,1012,Lincoln Ave & Belmont Ave,Stave St & Armitage Ave,Subscriber,Male,1986.0
2017-02-23 18:04:03,2017-02-23 18:12:29,506,Michigan Ave & Lake St,Canal St & Adams St,Subscriber,Male,1978.0
2017-03-28 08:11:45,2017-03-28 08:15:26,221,Lincoln Ave & Diversey Pkwy,Sheffield Ave & Fullerton Ave,Subscriber,Male,1984.0
2017-06-30 21:08:42,2017-06-30 21:21:42,780,Cityfront Plaza Dr & Pioneer Ct,Canal St & Madison St,Subscriber,Male,1984.0
2017-03-10 13:40:54,2017-03-10 13:45:09,255,Clark St & Lake St,Rush St & Hubbard St,Subscriber,Female,1983.0
2017-04-09 16:43:05,2017-04-09 17:00:57,1072,Lake Shore Dr & North Blvd,Streeter Dr & Grand Ave,Customer,,
2017-06-09 18:05:51,2017-06-09 18:19:27,816,Wood St & Division St,Wells St & Walton St,Subscriber,Male,1989.0
2017-03-29 18:29:28,2017-03-29 18:38:15,527,Wells St & Huron St,Clinton St & Washington Blvd,Subscriber,Male,1956.0
2017-04-23 13:16:10,2017-04-23 13:40:33,1463,Field Blvd & South Water St,Clark St & North Ave,Subscriber,Male,1983.0
2017-05-12 17:57:18,2017-05-12 18:04:50,452,Morgan St & Polk St,Loomis St & Taylor St (*),Subscriber,Female,1997.0
2017-02-01 07:27:29,2017-02-01 07:31:51,262,Halsted St & Roscoe St,Wilton Ave & Belmont Ave,Subscriber,Female,1993.0
2017-06-27 07:39:37,2017-06-27 07:45:17,340,Wacker Dr & Washington St,Dearborn St & Adams St,Subscriber,Male,1982.0
2017-03-24 14:15:43,2017-03-24 14:27:04,681,Sheridan Rd & Lawrence Ave,Broadway & Thorndale Ave,Subscriber,Male,1984.0
2017-04-21 17:37:59,2017-04-21 17:54:08,969,Orleans St & Merchandise Mart Plaza,Desplaines St & Randolph St,Subscriber,Male,1990.0
2017-06-08 19:16:12,2017-06-08 19:27:12,660,Damen Ave & Grand Ave,Ashland Ave & Division St,Customer,,
2017-02-10 18:25:07,2017-02-10 18:36:41,694,Marshfield Ave & Cortland St,Larrabee St & Menomonee St,Subscriber,Male,1969.0
2017-06-29 07:25:31,2017-06-29 07:49:03,1412,Campbell Ave & Fullerton Ave,Larrabee St & Kingsbury St,Subscriber,Male,1990.0
2017-06-16 16:31:43,2017-06-16 16:42:43,660,Wilton Ave & Belmont Ave,Clark St & Armitage Ave,Subscriber,Female,1985.0
2017-04-19 11:56:14,2017-04-19 12:07:21,667,Clinton St & Madison St,State St & Kinzie St,Subscriber,Male,1979.0
2017-05-30 18:32:36,2017-05-30 18:41:11,515,Desplaines St & Kinzie St,Clinton St & Tilden St,Subscriber,Male,1986.0
2017-02-23 08:45:42,2017-02-23 08:54:44,542,Cottage Grove Ave & 71st St,Cottage Grove Ave & 78th St,Subscriber,Female,1961.0
2017-06-23 19:19:28,2017-06-23 19:30:03,635,Sheffield Ave & Wrightwood Ave,Southport Ave & Roscoe St,Subscriber,Male,1992.0
2017-05-31 14:40:55,2017-05-31 14:50:18,563,Wabash Ave & Grand Ave,Wacker Dr & Washington St,Subscriber,Female,1974.0
2017-05-27 18:16:26,2017-05-27 19:03:14,2808,McClurg Ct & Illinois St,Michigan Ave & Oak St,Customer,,
2017-06-15 16:32:27,2017-06-15 16:41:25,538,Stetson Ave & South Water St,Clinton St & Madison St,Subscriber,Male,1956.0
2017-05-28 17:40:34,2017-05-28 17:56:00,926,Burnham Harbor,Lake Shore Dr & Monroe St,Subscriber,Male,1989.0
2017-05-28 17:29:54,2017-05-28 18:02:25,1951,Lake Shore Dr & North Blvd,Lake Shore Dr & Monroe St,Customer,,
2017-06-11 18:32:22,2017-06-11 18:43:41,679,Ravenswood Ave & Berteau Ave,Campbell Ave & Montrose Ave,Subscriber,Male,1953.0
2017-04-15 11:42:44,2017-04-15 12:06:18,1414,Dusable Harbor,Streeter Dr & Grand Ave,Customer,,
2017-05-17 22:19:29,2017-05-17 22:31:30,721,Damen Ave & Augusta Blvd,Leavitt St & North Ave,Subscriber,Male,1986.0
2017-01-04 17:46:20,2017-01-04 17:51:12,292,California Ave & Milwaukee Ave,Kedzie Ave & Palmer Ct,Subscriber,Male,1990.0
2017-06-25 14:20:58,2017-06-25 14:51:50,1852,Lakefront Trail & Bryn Mawr Ave,Lake Shore Dr & Wellington Ave,Subscriber,Female,1989.0
2017-05-19 18:11:18,2017-05-19 18:15:47,269,Wabash Ave & Adams St,Daley Center Plaza,Subscriber,Female,1989.0
2017-03-20 18:05:10,2017-03-20 18:10:06,296,Franklin St & Monroe St,State St & Randolph St,Subscriber,Male,1984.0
2017-05-21 14:31:01,2017-05-21 14:44:48,827,Dearborn St & Erie St,Lakeview Ave & Fullerton Pkwy,Subscriber,Male,1984.0
2017-06-23 16:34:12,2017-06-23 17:53:25,4753,Dusable Harbor,Millennium Park,Customer,,
2017-04-26 06:59:06,2017-04-26 07:09:02,596,Morgan St & 18th St,Halsted St & Polk St,Subscriber,Female,1989.0
2017-02-22 18:17:41,2017-02-22 18:25:33,472,Franklin St & Lake St,Kingsbury St & Erie St,Subscriber,Male,1984.0
2017-01-27 09:53:14,2017-01-27 09:58:25,311,Sedgwick St & North Ave,Clark St & Lincoln Ave,Subscriber,Female,1983.0
2017-04-14 16:28:00,2017-04-14 16:40:01,721,Indiana Ave & Roosevelt Rd,Millennium Park,Customer,,
2017-02-02 10:13:23,2017-02-02 10:39:02,1539,Halsted St & Polk St,State St & Pearson St,Subscriber,Male,1954.0
2017-05-28 21:07:43,2017-05-28 21:14:34,411,California Ave & Milwaukee Ave,Spaulding Ave & Armitage Ave,Subscriber,Male,1971.0
2017-05-16 19:34:38,2017-05-16 19:36:42,124,Clinton St & Madison St,Clinton St & Lake St,Subscriber,Male,1986.0
2017-04-06 10:20:57,2017-04-06 10:24:44,227,Green St & Madison St,Clinton St & Washington Blvd,Subscriber,Male,1976.0
2017-03-02 17:39:06,2017-03-02 17:55:43,997,LaSalle St & Jackson Blvd,McClurg Ct & Illinois St,Subscriber,Male,1953.0
2017-02-18 15:54:07,2017-02-18 16:15:42,1295,Lake Shore Dr & Monroe St,Clark St & Randolph St,Customer,,
2017-06-30 15:30:30,2017-06-30 15:53:44,1394,Buckingham Fountain,Shedd Aquarium,Customer,,
2017-06-14 07:09:05,2017-06-14 07:25:45,1000,Eckhart Park,McClurg Ct & Erie St,Subscriber,Female,1988.0
2017-01-11 06:45:03,2017-01-11 06:51:16,373,Clinton St & Washington Blvd,Dearborn St & Monroe St,Subscriber,Male,1970.0
2017-02-27 14:29:32,2017-02-27 14:45:44,972,Halsted St & Wrightwood Ave,Marshfield Ave & Cortland St,Subscriber,Female,1997.0
2017-04-18 23:05:56,2017-04-18 23:32:07,1571,Larrabee St & Webster Ave,Clark St & Wellington Ave,Subscriber,Male,1995.0
2017-05-21 17:29:17,2017-05-21 17:48:19,1142,Broadway & Granville Ave,Broadway & Argyle St,Customer,,
2017-01-30 20:54:52,2017-01-30 20:58:57,245,Dearborn St & Erie St,Sedgwick St & Huron St,Subscriber,Female,1984.0
2017-05-25 19:30:16,2017-05-25 19:48:27,1091,Greenview Ave & Fullerton Ave,Lake Shore Dr & North Blvd,Subscriber,Male,1979.0
2017-05-06 17:09:10,2017-05-06 18:06:59,3469,Forest Ave & Chicago Ave,Forest Ave & Chicago Ave,Customer,,
2017-03-24 12:39:19,2017-03-24 12:52:11,772,Michigan Ave & Oak St,Cannon Dr & Fullerton Ave,Subscriber,Male,1993.0
2017-02-27 08:25:55,2017-02-27 08:44:25,1110,Clifton Ave & Armitage Ave,Daley Center Plaza,Subscriber,Male,1972.0
2017-05-26 17:03:25,2017-05-26 17:13:10,585,Clinton St & Jackson Blvd,Kingsbury St & Erie St,Subscriber,Male,1989.0
2017-05-30 14:44:22,2017-05-30 14:51:56,454,Sheffield Ave & Fullerton Ave,Damen Ave & Clybourn Ave,Subscriber,Male,1990.0
2017-05-17 09:10:40,2017-05-17 09:19:45,545,Michigan Ave & Congress Pkwy,Lake Shore Dr & Monroe St,Customer,,
2017-06-12 06:45:43,2017-06-12 06:54:08,505,Sheridan Rd & Loyola Ave,Clark St & Lunt Ave,Subscriber,Male,1977.0
2017-06-04 23:45:04,2017-06-05 02:03:21,8297,Wabash Ave & Roosevelt Rd,Wabash Ave & Roosevelt Rd,Customer,,
2017-03-19 15:26:50,2017-03-19 15:32:38,348,Pine Grove Ave & Irving Park Rd,Sheridan Rd & Montrose Ave,Subscriber,Female,1994.0
2017-05-31 14:45:36,2017-05-31 14:47:41,125,St. Clair St & Erie St,McClurg Ct & Erie St,Subscriber,Male,1986.0
2017-04-14 13:04:17,2017-04-14 13:07:04,167,Sedgwick St & North Ave,Clybourn Ave & Division St,Subscriber,Male,1992.0
2017-06-22 10:49:59,2017-06-22 10:55:39,340,Wentworth Ave & 33rd St,State St & 29th St,Subscriber,Male,1986.0
2017-04-24 16:30:25,2017-04-24 16:34:40,255,Bissell St & Armitage Ave,Southport Ave & Clybourn Ave,Subscriber,Male,1981.0
2017-01-20 17:10:25,2017-01-20 17:18:54,509,Ogden Ave & Chicago Ave,Green St & Randolph St,Subscriber,Male,1964.0
2017-06-06 17:13:02,2017-06-06 17:30:18,1036,Wabash Ave & Adams St,Clybourn Ave & Division St,Subscriber,Male,1985.0
2017-06-28 09:23:38,2017-06-28 09:42:52,1154,Wabash Ave & 8th St,Franklin St & Jackson Blvd,Customer,,
2017-05-02 16:43:56,2017-05-02 16:55:09,673,Franklin St & Chicago Ave,Sheffield Ave & Willow St,Subscriber,Male,1983.0
2017-02-07 13:48:53,2017-02-07 13:51:38,165,Sheffield Ave & Wrightwood Ave,Racine Ave & Fullerton Ave,Subscriber,Male,1994.0
2017-06-11 12:46:29,2017-06-11 12:57:21,652,Streeter Dr & Grand Ave,Mies van der Rohe Way & Chestnut St,Customer,,
2017-05-25 15:04:56,2017-05-25 15:35:31,1835,McClurg Ct & Illinois St,Theater on the Lake,Customer,,
2017-03-14 15:23:49,2017-03-14 15:32:10,501,Clinton St & Lake St,Clinton St & Jackson Blvd,Subscriber,Male,1983.0
2017-04-06 19:46:56,2017-04-06 19:53:16,380,Southport Ave & Waveland Ave,Southport Ave & Belmont Ave,Subscriber,Male,1986.0
2017-04-04 16:59:33,2017-04-04 17:09:16,583,Wabash Ave & Grand Ave,Canal St & Madison St,Subscriber,Male,1988.0
2017-05-27 16:41:43,2017-05-27 17:07:13,1530,Clark St & Lincoln Ave,Lake Shore Dr & Ohio St,Customer,,
2017-05-16 16:05:05,2017-05-16 16:24:00,1135,St. Clair St & Erie St,Rush St & Hubbard St,Customer,,
2017-06-15 17:34:54,2017-06-15 17:47:43,769,State St & Randolph St,Larrabee St & Kingsbury St,Subscriber,Male,1990.0
2017-01-25 13:28:52,2017-01-25 13:32:15,203,Michigan Ave & Lake St,Fairbanks Ct & Grand Ave,Subscriber,Female,1991.0
2017-02-03 17:54:41,2017-02-03 18:20:13,1532,LaSalle St & Jackson Blvd,Clark St & North Ave,Subscriber,Male,1969.0
2017-06-17 19:32:21,2017-06-17 19:58:05,1544,Lakefront Trail & Bryn Mawr Ave,Montrose Harbor,Subscriber,Male,1994.0
2017-05-20 18:44:26,2017-05-20 18:46:23,117,Indiana Ave & Roosevelt Rd,Indiana Ave & Roosevelt Rd,Customer,,
2017-06-25 15:46:51,2017-06-25 16:07:26,1235,State St & Harrison St,State St & Kinzie St,Customer,,
2017-03-07 17:35:15,2017-03-07 17:43:15,480,Glenwood Ave & Morse Ave,Paulina St & Howard St,Subscriber,Female,1990.0
2017-04-25 11:50:13,2017-04-25 12:02:55,762,Streeter Dr & Grand Ave,Clark St & North Ave,Subscriber,Male,1985.0
2017-01-09 08:14:28,2017-01-09 08:18:50,262,Franklin St & Jackson Blvd,Clinton St & Tilden St,Subscriber,Male,1966.0
2017-05-27 09:09:30,2017-05-27 09:20:19,649,Franklin St & Jackson Blvd,Wells St & Elm St,Subscriber,Male,1985.0
2017-06-15 08:29:11,2017-06-15 08:52:35,1404,Lake Shore Dr & Belmont Ave,Paulina Ave & North Ave,Subscriber,Male,1986.0
2017-02-02 22:26:27,2017-02-02 22:32:04,337,Bissell St & Armitage Ave,Southport Ave & Clybourn Ave,Subscriber,Female,1990.0
2017-04-19 11:45:08,2017-04-19 11:50:47,339,Clark St & Elm St,Larrabee St & Oak St,Subscriber,Female,1993.0
2017-06-01 17:17:37,2017-06-01 17:23:29,352,Daley Center Plaza,Canal St & Madison St,Subscriber,Male,1973.0
2017-04-25 08:26:33,2017-04-25 08:35:19,526,Clinton St & Washington Blvd,Aberdeen St & Jackson Blvd,Subscriber,Male,1972.0
2017-05-15 17:48:19,2017-05-15 18:07:20,1141,LaSalle St & Adams St,Morgan St & Polk St,Subscriber,Male,1994.0
2017-06-30 12:53:10,2017-06-30 13:01:51,521,Ogden Ave & Chicago Ave,Ashland Ave & Grand Ave,Subscriber,Female,1987.0
2017-06-12 07:12:02,2017-06-12 07:20:21,499,Wells St & Evergreen Ave,LaSalle St & Illinois St,Subscriber,Male,1980.0
2017-06-18 09:23:35,2017-06-18 09:29:33,358,Sangamon St & Washington Blvd (*),Franklin St & Monroe St,Subscriber,Male,1984.0
2017-03-18 15:08:09,2017-03-18 15:17:40,571,Southport Ave & Roscoe St,Broadway & Waveland Ave,Subscriber,Male,1952.0
2017-06-13 13:01:01,2017-06-13 13:09:18,497,Streeter Dr & Grand Ave,Michigan Ave & Oak St,Customer,,
2017-05-25 07:53:45,2017-05-25 08:00:43,418,Michigan Ave & Washington St,Wacker Dr & Washington St,Subscriber,Female,1991.0
2017-04-23 14:46:36,2017-04-23 14:54:30,474,Loomis St & Lexington St,Racine Ave & Congress Pkwy,Customer,,
2017-05-18 19:21:06,2017-05-18 19:25:27,261,Daley Center Plaza,Canal St & Madison St,Subscriber,Male,1971.0
2017-06-23 18:26:41,2017-06-23 18:36:53,612,Wells St & Walton St,Sheffield Ave & Willow St,Subscriber,Male,1989.0
2017-06-27 07:43:45,2017-06-27 07:50:58,433,Orleans St & Merchandise Mart Plaza,Larrabee St & Division St,Subscriber,Male,1985.0
2017-06-23 22:12:26,2017-06-23 22:34:15,1309,Rush St & Superior St,Sangamon St & Washington Blvd (*),Subscriber,Male,1989.0
2017-05-27 15:04:44,2017-05-27 15:42:30,2266,Lakefront Trail & Bryn Mawr Ave,Lakefront Trail & Bryn Mawr Ave,Customer,,
2017-05-14 14:13:56,2017-05-14 14:26:44,768,Desplaines St & Kinzie St,Ashland Ave & Division St,Customer,,
2017-05-29 19:18:35,2017-05-29 19:32:33,838,Ritchie Ct & Banks St,Lake Shore Dr & Ohio St,Subscriber,Female,1982.0
2017-05-12 10:52:39,2017-05-12 10:56:38,239,Chicago Ave & Sheridan Rd,Sheridan Rd & Noyes St (NU),Subscriber,Male,1998.0
2017-04-30 06:27:03,2017-04-30 06:30:48,225,Wilton Ave & Diversey Pkwy,Hampden Ct & Diversey Pkwy,Subscriber,Male,1959.0
2017-05-22 09:38:52,2017-05-22 09:43:37,285,Canal St & Taylor St,Clinton St & Jackson Blvd,Subscriber,Male,1969.0
2017-05-25 11:37:39,2017-05-25 11:46:01,502,MLK Jr Dr & 29th St,State St & 33rd St,Subscriber,Male,1995.0
2017-05-04 14:03:03,2017-05-04 14:12:05,542,Clark St & Chicago Ave,LaSalle St & Jackson Blvd,Subscriber,Male,1963.0
2017-06-06 11:33:13,2017-06-06 11:47:56,883,Sedgwick St & Huron St,Michigan Ave & Madison St,Subscriber,Male,1972.0
2017-02-10 19:08:16,2017-02-10 19:11:18,182,Ravenswood Ave & Berteau Ave,Ashland Ave & Belle Plaine Ave,Subscriber,Male,1984.0
2017-05-26 11:55:20,2017-05-26 11:58:14,174,Clark St & Wellington Ave,Wilton Ave & Belmont Ave,Subscriber,Female,1985.0
2017-01-07 13:56:58,2017-01-07 14:05:00,482,Federal St & Polk St,Michigan Ave & 18th St,Subscriber,Male,1983.0
2017-01-23 16:40:15,2017-01-23 16:56:49,994,St. Clair St & Erie St,Canal St & Adams St,Subscriber,Male,1961.0
2017-04-08 17:12:08,2017-04-08 17:56:15,2647,Dusable Harbor,Lake Shore Dr & Belmont Ave,Customer,,
2017-05-13 12:27:31,2017-05-13 12:57:07,1776,Hampden Ct & Diversey Pkwy,California Ave & Byron St,Subscriber,Female,1985.0
2017-06-11 15:24:29,2017-06-11 15:32:35,486,Calumet Ave & 33rd St,MLK Jr Dr & 29th St,Subscriber,Male,1991.0
2017-05-22 17:42:33,2017-05-22 17:56:44,851,Dearborn Pkwy & Delaware Pl,Canal St & Madison St,Subscriber,Male,1984.0
2017-02-13 17:08:39,2017-02-13 17:19:14,635,Logan Blvd & Elston Ave,Sheffield Ave & Wrightwood Ave,Subscriber,Male,1988.0
2017-05-13 07:08:36,2017-05-13 07:26:41,1085,Western Ave & Congress Pkwy,LaSalle St & Washington St,Subscriber,Male,1989.0
2017-04-04 13:32:02,2017-04-04 13:36:48,286,State St & Randolph St,LaSalle St & Illinois St,Subscriber,Male,1975.0
2017-02-19 21:41:10,2017-02-19 21:54:37,807,St. Clair St & Erie St,Wabash Ave & Wacker Pl,Customer,,
2017-06-13 19:48:52,2017-06-13 20:00:50,718,University Ave & 57th St,Cottage Grove Ave & 47th St,Subscriber,Male,1965.0
2017-06-17 13:26:45,2017-06-17 13:45:40,1135,Dusable Harbor,Streeter Dr & Grand Ave,Customer,,
2017-06-07 12:56:32,2017-06-07 12:58:14,102,Clinton St & Lake St,Clinton St & Madison St,Subscriber,Male,1978.0
2017-05-03 14:54:09,2017-05-03 15:07:46,817,Franklin St & Jackson Blvd,Lake Shore Dr & Monroe St,Customer,,
2017-06-24 10:11:27,2017-06-24 10:18:15,408,Clark St & Elm St,Mies van der Rohe Way & Chestnut St,Subscriber,Female,1994.0
2017-02-05 09:24:29,2017-02-05 09:39:59,930,Sedgwick St & North Ave,Kingsbury St & Kinzie St,Subscriber,Male,1950.0
2017-05-26 12:38:27,2017-05-26 12:42:17,230,Loomis St & Lexington St,Hermitage Ave & Polk St,Subscriber,Male,1978.0
2017-06-07 17:38:12,2017-06-07 17:55:58,1066,Morgan St & Lake St,Morgan St & 18th St,Subscriber,Male,1979.0
2017-01-12 19:25:28,2017-01-12 19:51:38,1570,State St & Kinzie St,Stockton Dr & Wrightwood Ave,Subscriber,Male,1974.0
2017-04-15 13:36:31,2017-04-15 13:53:44,1033,Sheffield Ave & Willow St,Southport Ave & Clybourn Ave,Subscriber,Male,1964.0
2017-06-20 20:11:25,2017-06-20 20:23:26,721,Lake Shore Dr & Ohio St,Michigan Ave & Lake St,Subscriber,Male,1990.0
2017-06-20 17:53:01,2017-06-20 17:58:10,309,Washtenaw Ave & Lawrence Ave,Kedzie Ave & Leland Ave,Subscriber,Male,1973.0
2017-06-08 07:43:24,2017-06-08 07:55:06,702,Eckhart Park,Clark St & Randolph St,Subscriber,Male,1972.0
2017-06-17 19:25:39,2017-06-17 20:13:45,2886,Ashland Ave & Lake St,Green St & Randolph St,Subscriber,Female,1964.0
2017-01-24 17:41:04,2017-01-24 17:45:21,257,Franklin St & Chicago Ave,Clark St & Elm St,Subscriber,Male,1995.0
2017-01-26 13:17:33,2017-01-26 13:45:45,1692,Adler Planetarium,Millennium Park,Subscriber,Female,1992.0
2017-05-30 17:55:57,2017-05-30 18:06:45,648,Kingsbury St & Kinzie St,Canal St & Adams St,Subscriber,Male,1994.0
2017-06-23 11:06:47,2017-06-23 11:13:42,415,LaSalle St & Jackson Blvd,Michigan Ave & Madison St,Subscriber,Male,1970.0
2017-05-20 12:30:35,2017-05-20 12:37:59,444,Broadway & Cornelia Ave,Lake Shore Dr & Belmont Ave,Subscriber,Male,1990.0
2017-02-15 06:57:24,2017-02-15 07:07:03,579,Rush St & Hubbard St,Franklin St & Quincy St,Subscriber,Male,1986.0
2017-06-25 12:52:16,2017-06-25 13:00:26,490,Halsted St & Wrightwood Ave,Bissell St & Armitage Ave,Customer,,
2017-05-15 08:22:54,2017-05-15 08:28:29,335,Shore Dr & 55th St,Lake Park Ave & 56th St,Subscriber,Male,1966.0
2017-06-01 17:56:18,2017-06-01 18:07:44,686,Burnham Harbor,Adler Planetarium,Subscriber,Male,1993.0
2017-06-25 15:40:24,2017-06-25 16:11:24,1860,Streeter Dr & Grand Ave,Burnham Harbor,Subscriber,Female,1990.0
2017-04-10 12:07:51,2017-04-10 12:14:12,381,Southport Ave & Wrightwood Ave,Halsted St & Wrightwood Ave,Subscriber,Male,1992.0
2017-01-31 08:18:45,2017-01-31 08:30:41,716,Federal St & Polk St,Canal St & Madison St,Subscriber,Male,1985.0
2017-03-31 19:11:12,2017-03-31 19:18:53,461,Damen Ave & Cortland St,Damen Ave & Pierce Ave,Subscriber,Male,1989.0
2017-05-31 21:05:57,2017-05-31 21:24:42,1125,Orleans St & Merchandise Mart Plaza,Damen Ave & Pierce Ave,Subscriber,Male,1977.0
2017-05-17 17:31:39,2017-05-17 17:40:08,509,Sheridan Rd & Irving Park Rd,Montrose Harbor,Subscriber,Male,1984.0
2017-02-20 15:07:35,2017-02-20 15:18:56,681,Ada St & Washington Blvd,Wolcott Ave & Polk St,Subscriber,Male,1992.0
2017-06-24 12:26:19,2017-06-24 12:43:19,1020,Wabash Ave & Grand Ave,Mies van der Rohe Way & Chestnut St,Subscriber,Female,1993.0
2017-05-15 17:43:09,2017-05-15 17:51:06,477,Michigan Ave & Washington St,Clinton St & Washington Blvd,Subscriber,Male,1986.0
2017-06-14 17:05:20,2017-06-14 17:15:37,617,Wabash Ave & Adams St,Orleans St & Ohio St,Subscriber,Male,1985.0
2017-06-15 18:08:38,2017-06-15 18:15:49,431,Columbus Dr & Randolph St,Dearborn St & Monroe St,Subscriber,Male,1973.0
2017-06-09 13:48:51,2017-06-09 14:06:42,1071,Streeter Dr & Grand Ave,Lake Shore Dr & North Blvd,Subscriber,Male,1991.0
2017-02-03 17:58:55,2017-02-03 18:06:52,477,State St & Kinzie St,Clark St & Congress Pkwy,Subscriber,Male,1977.0
2017-04-18 06:35:07,2017-04-18 06:38:25,198,Clinton St & Washington Blvd,LaSalle St & Washington St,Subscriber,Male,1959.0
2017-06-04 12:37:21,2017-06-04 12:44:46,445,Larrabee St & Division St,Rush St & Cedar St,Subscriber,Female,1990.0
2017-04-21 15:40:12,2017-04-21 15:44:47,275,Marion St & South Blvd,Forest Ave & Chicago Ave,Subscriber,Male,1975.0
2017-03-07 18:17:23,2017-03-07 18:26:12,529,Ellis Ave & 58th St,Shore Dr & 55th St,Subscriber,Female,1987.0
2017-03-07 14:34:53,2017-03-07 14:41:52,419,Clinton St & Roosevelt Rd,Morgan St & 18th St,Subscriber,Male,1981.0
2017-06-21 16:31:10,2017-06-21 16:39:32,502,Canal St & Madison St,Michigan Ave & Washington St,Subscriber,Male,1979.0
2017-06-11 11:51:21,2017-06-11 12:09:49,1108,Michigan Ave & 14th St,Adler Planetarium,Subscriber,Female,1981.0
2017-05-24 09:12:09,2017-05-24 09:24:11,722,Racine Ave (May St) & Fulton St,Franklin St & Monroe St,Subscriber,Male,1985.0
2017-05-22 12:59:04,2017-05-22 13:06:48,464,Orleans St & Elm St (*),Clark St & Elm St,Subscriber,Female,1953.0
2017-04-15 18:42:57,2017-04-15 19:59:54,4617,Broadway & Belmont Ave,State St & Kinzie St,Customer,,
2017-06-18 11:56:21,2017-06-18 12:03:29,428,Leavitt St & Armitage Ave,Marshfield Ave & Cortland St,Subscriber,Male,1985.0
2017-01-26 19:06:01,2017-01-26 19:18:23,742,Eckhart Park,Ashland Ave & Lake St,Subscriber,Male,1961.0
2017-04-25 09:26:55,2017-04-25 09:38:27,692,Halsted St & Diversey Pkwy,Sheridan Rd & Montrose Ave,Subscriber,Male,1984.0
2017-03-10 08:21:05,2017-03-10 08:23:28,143,Damen Ave & Division St,Ashland Ave & Division St,Subscriber,Male,1991.0
2017-06-27 18:53:37,2017-06-27 18:58:17,280,Larrabee St & Webster Ave,Larrabee St & Webster Ave,Subscriber,Female,1993.0
2017-06-04 12:51:24,2017-06-04 13:02:01,637,Broadway & Barry Ave,Greenview Ave & Diversey Pkwy,Subscriber,Male,1992.0
2017-02-28 13:13:33,2017-02-28 13:23:06,573,Orleans St & Merchandise Mart Plaza,State St & Van Buren St,Subscriber,Male,1969.0
2017-06-23 15:03:19,2017-06-23 15:26:43,1404,Wells St & Concord Ln,Broadway & Waveland Ave,Subscriber,Male,1975.0
2017-01-31 18:06:40,2017-01-31 18:11:14,274,Damen Ave & Pierce Ave,Damen Ave & Augusta Blvd,Subscriber,Male,1988.0
2017-04-24 17:52:29,2017-04-24 17:58:51,382,Halsted St & Diversey Pkwy,Broadway & Cornelia Ave,Subscriber,Male,1990.0
2017-06-02 07:33:40,2017-06-02 07:44:38,658,Wabash Ave & Grand Ave,Clinton St & Washington Blvd,Subscriber,Female,1993.0
2017-04-27 22:17:44,2017-04-27 22:24:02,378,Green St & Randolph St,Carpenter St & Huron St,Subscriber,Male,1968.0
2017-03-28 17:31:15,2017-03-28 17:36:50,335,Marshfield Ave & Cortland St,Western Ave & Winnebago Ave,Subscriber,Female,1986.0
2017-05-22 16:32:50,2017-05-22 16:41:03,493,Cornell Ave & Hyde Park Blvd,Woodlawn Ave & 55th St,Subscriber,Female,1953.0
2017-04-27 14:56:09,2017-04-27 14:58:57,168,Kingsbury St & Erie St,Larrabee St & Kingsbury St,Subscriber,Male,1989.0
2017-01-05 07:56:59,2017-01-05 07:59:40,161,Damen Ave & Division St,Damen Ave & Pierce Ave,Subscriber,Male,1987.0
2017-04-01 10:57:22,2017-04-01 11:02:02,280,Sedgwick St & Webster Ave,Halsted St & Dickens Ave,Subscriber,Male,1968.0
2017-02-11 12:38:47,2017-02-11 12:53:46,899,Ravenswood Ave & Balmoral Ave,Clarendon Ave & Leland Ave,Subscriber,Male,1990.0
2017-05-13 17:06:39,2017-05-13 17:38:04,1885,Montrose Harbor,Sedgwick St & Webster Ave,Subscriber,Female,1986.0
2017-01-21 13:31:30,2017-01-21 13:43:34,724,Field Blvd & South Water St,Streeter Dr & Grand Ave,Customer,,
2017-02-13 07:56:57,2017-02-13 08:04:51,474,Western Ave & Walton St,Wood St & Division St,Subscriber,Male,1976.0
2017-05-23 18:23:54,2017-05-23 18:31:17,443,Kingsbury St & Kinzie St,Sangamon St & Washington Blvd (*),Subscriber,Male,1989.0
2017-05-07 17:18:02,2017-05-07 17:23:37,335,Shedd Aquarium,Adler Planetarium,Customer,,
2017-06-11 11:35:52,2017-06-11 12:01:40,1548,Western Ave & Winnebago Ave,Paulina Ave & North Ave,Customer,,
2017-04-23 18:20:43,2017-04-23 18:27:30,407,Ashland Ave & Belle Plaine Ave,Lincoln Ave & Waveland Ave,Subscriber,Male,1987.0
2017-04-13 15:46:15,2017-04-13 15:55:14,539,Rush St & Hubbard St,Clinton St & Washington Blvd,Subscriber,Male,1955.0
2017-05-18 00:59:06,2017-05-18 01:09:00,594,Western Ave & Division St,California Ave & Division St,Customer,,
2017-04-16 18:17:39,2017-04-16 18:31:35,836,Franklin St & Monroe St,Fairbanks Ct & Grand Ave,Subscriber,Male,1989.0
2017-06-11 12:04:32,2017-06-11 12:13:18,526,Clinton St & Roosevelt Rd,Indiana Ave & Roosevelt Rd,Subscriber,Male,1990.0
2017-05-17 19:28:58,2017-05-17 19:41:23,745,Broadway & Belmont Ave,Broadway & Sheridan Rd,Subscriber,Female,1992.0
2017-02-15 17:42:39,2017-02-15 17:51:54,555,Orleans St & Merchandise Mart Plaza,Green St & Randolph St,Subscriber,Male,1982.0
2017-06-20 06:34:47,2017-06-20 06:47:03,736,Clinton St & Washington Blvd,Streeter Dr & Grand Ave,Subscriber,Male,1959.0
2017-04-17 15:43:55,2017-04-17 15:54:39,644,Kingsbury St & Kinzie St,Streeter Dr & Grand Ave,Subscriber,Male,1952.0
2017-03-15 18:21:45,2017-03-15 18:41:35,1190,Wood St & Milwaukee Ave,Troy St & Elston Ave,Subscriber,Male,1982.0
2017-05-14 09:41:49,2017-05-14 10:13:47,1918,Lake Shore Dr & Ohio St,Larrabee St & Division St,Customer,,
2017-06-25 22:01:15,2017-06-25 22:28:31,1636,Milwaukee Ave & Wabansia Ave,Drake Ave & Fullerton Ave,Customer,,
2017-04-18 17:55:38,2017-04-18 18:08:22,764,Milwaukee Ave & Grand Ave,Fairbanks Ct & Grand Ave,Subscriber,Male,1987.0
2017-05-23 07:42:23,2017-05-23 07:51:48,565,Clinton St & Lake St,Larrabee St & Kingsbury St,Subscriber,Male,1960.0
2017-05-04 07:34:49,2017-05-04 07:43:33,524,Kedzie Ave & Palmer Ct,Keystone Ave & Fullerton Ave,Subscriber,Male,1988.0
2017-04-28 07:14:17,2017-04-28 07:22:10,473,Spaulding Ave & Division St,Kedzie Ave & Lake St,Subscriber,Male,1987.0
2017-04-30 10:54:07,2017-04-30 11:04:32,625,Troy St & North Ave,Kedzie Ave & Milwaukee Ave,Subscriber,Female,1981.0
2017-04-28 12:40:04,2017-04-28 12:42:05,121,Sheffield Ave & Waveland Ave,Broadway & Waveland Ave,Subscriber,Male,1992.0
2017-05-31 18:00:27,2017-05-31 18:19:13,1126,Clark St & Schreiber Ave,Broadway & Berwyn Ave,Subscriber,Female,1968.0
2017-04-16 12:33:00,2017-04-16 12:55:21,1341,Michigan Ave & Washington St,Dusable Harbor,Customer,,
2017-02-19 12:09:35,2017-02-19 12:57:09,2854,Dusable Harbor,Buckingham Fountain,Customer,,
2017-03-13 16:35:04,2017-03-13 16:43:08,484,Ada St & Washington Blvd,Desplaines St & Kinzie St,Subscriber,Male,1986.0
2017-03-24 10:55:53,2017-03-24 11:01:27,334,Wacker Dr & Washington St,LaSalle St & Jackson Blvd,Subscriber,Male,1961.0
2017-05-27 10:32:57,2017-05-27 10:43:30,633,Lake Park Ave & 53rd St,Ellis Ave & 60th St,Subscriber,Male,1987.0
2017-01-01 09:13:22,2017-01-01 09:25:13,711,Rush St & Superior St,Clark St & Schiller St,Subscriber,Female,1957.0
2017-05-13 15:02:23,2017-05-13 15:29:04,1601,Wells St & Concord Ln,Sheffield Ave & Waveland Ave,Customer,,
2017-06-23 16:41:26,2017-06-23 16:56:19,893,Franklin St & Chicago Ave,Lakeview Ave & Fullerton Pkwy,Subscriber,Male,1963.0
2017-06-04 14:18:51,2017-06-04 14:28:56,605,Pine Grove Ave & Irving Park Rd,Montrose Harbor,Customer,,
2017-02-19 20:00:21,2017-02-19 20:01:58,97,Campbell Ave & Fullerton Ave,Campbell Ave & Fullerton Ave,Customer,,
2017-05-24 06:35:27,2017-05-24 06:48:58,811,Clinton St & Washington Blvd,St. Clair St & Erie St,Subscriber,Female,1989.0
2017-05-09 11:37:44,2017-05-09 11:39:33,109,Calumet Ave & 21st St,McCormick Place,Subscriber,Male,1982.0
2017-03-08 06:16:06,2017-03-08 06:19:04,178,Jefferson St & Monroe St,Clinton St & Tilden St,Subscriber,Male,1982.0
2017-05-19 08:29:42,2017-05-19 08:34:16,274,LaSalle St & Illinois St,Wacker Dr & Washington St,Subscriber,Male,1989.0
2017-06-21 19:17:54,2017-06-21 19:24:02,368,Damen Ave & Division St,Damen Ave & Augusta Blvd,Subscriber,Female,1987.0
2017-04-25 21:54:13,2017-04-25 22:02:04,471,Wells St & Elm St,Dayton St & North Ave,Subscriber,Female,1990.0
2017-02-22 11:22:41,2017-02-22 11:29:56,435,Campbell Ave & Fullerton Ave,Western Ave & Winnebago Ave,Subscriber,Male,1990.0
2017-05-21 20:52:13,2017-05-21 21:05:03,770,Buckingham Fountain,Clinton St & Roosevelt Rd,Subscriber,Male,1991.0
2017-02-01 16:54:29,2017-02-01 17:19:57,1528,LaSalle St & Adams St,Damen Ave & Division St,Subscriber,Male,1992.0
2017-04-19 16:59:03,2017-04-19 17:05:50,407,Rockwell St & Eastwood Ave,Francisco Ave & Foster Ave,Subscriber,Male,1978.0
2017-05-08 14:17:16,2017-05-08 15:30:03,4367,Lake Shore Dr & Monroe St,Lake Shore Dr & Monroe St,Customer,,
2017-06-26 13:49:52,2017-06-26 14:08:46,1134,Green St & Randolph St,Daley Center Plaza,Customer,,
2017-05-18 16:08:07,2017-05-18 16:44:51,2204,Lake Shore Dr & Monroe St,Lake Shore Dr & Monroe St,Customer,,
2017-06-05 12:33:15,2017-06-05 12:40:58,463,Michigan Ave & Jackson Blvd,Wabash Ave & Adams St,Customer,,
2017-06-02 09:44:01,2017-06-02 09:52:18,497,Hampden Ct & Diversey Pkwy,Southport Ave & Wellington Ave,Subscriber,Female,1984.0
2017-04-17 18:25:04,2017-04-17 18:36:41,697,Wells St & Concord Ln,Clark St & Wrightwood Ave,Subscriber,Male,1989.0
2017-04-07 21:58:42,2017-04-07 22:03:46,304,Clark St & Lincoln Ave,Halsted St & Willow St,Subscriber,Male,1989.0
2017-01-09 21:07:30,2017-01-09 21:20:32,782,Western Ave & Walton St,Western Ave & Winnebago Ave,Subscriber,Male,1956.0
2017-04-20 17:00:36,2017-04-20 17:09:17,521,Franklin St & Jackson Blvd,Columbus Dr & Randolph St,Subscriber,Male,1982.0
2017-05-22 15:43:20,2017-05-22 16:12:22,1742,Lake Shore Dr & Monroe St,Adler Planetarium,Customer,,
2017-04-28 16:34:02,2017-04-28 16:38:35,273,Kingsbury St & Kinzie St,Milwaukee Ave & Grand Ave,Subscriber,Male,1993.0
2017-06-04 10:20:00,2017-06-04 10:48:04,1684,Fort Dearborn Dr & 31st St,LaSalle St & Illinois St,Subscriber,Male,1985.0
2017-06-05 16:15:01,2017-06-05 16:23:57,536,Shedd Aquarium,Adler Planetarium,Subscriber,Male,1989.0
2017-06-24 18:12:08,2017-06-24 19:45:31,5603,Field Blvd & South Water St,Michigan Ave & Washington St,Customer,,
2017-02-08 13:37:59,2017-02-08 13:50:42,763,Michigan Ave & Pearson St,Desplaines St & Kinzie St,Subscriber,Male,1986.0
2017-06-15 18:15:58,2017-06-15 18:19:03,185,University Ave & 57th St,Woodlawn Ave & 55th St,Subscriber,Male,1999.0
2017-05-31 18:06:45,2017-05-31 18:26:05,1160,Rush St & Cedar St,Ogden Ave & Chicago Ave,Subscriber,Male,1973.0
2017-05-08 17:59:28,2017-05-08 18:03:23,235,Paulina Ave & North Ave,Damen Ave & Cortland St,Subscriber,Male,1972.0
2017-05-16 08:16:07,2017-05-16 08:23:54,467,Milwaukee Ave & Grand Ave,Clinton St & Madison St,Subscriber,Female,1991.0
2017-06-11 16:45:00,2017-06-11 16:54:26,566,State St & Randolph St,Morgan St & Lake St,Subscriber,Female,1984.0
2017-06-29 13:48:48,2017-06-29 14:09:38,1250,Clinton St & Jackson Blvd,Sheffield Ave & Kingsbury St,Subscriber,Male,1968.0
2017-03-18 13:44:02,2017-03-18 14:35:46,3104,Wabash Ave & Roosevelt Rd,Dusable Harbor,Subscriber,Male,1977.0
2017-06-12 10:06:03,2017-06-12 10:17:53,710,LaSalle St & Washington St,Canal St & Harrison St,Subscriber,Female,1966.0
2017-05-16 21:40:36,2017-05-16 21:52:58,742,Dusable Harbor,Buckingham Fountain,Subscriber,Female,1958.0
2017-06-24 10:02:30,2017-06-24 10:07:16,286,Sheffield Ave & Waveland Ave,Broadway & Sheridan Rd,Subscriber,Female,1992.0
2017-05-14 18:18:19,2017-05-14 18:32:42,863,Dusable Harbor,Field Museum,Customer,,
2017-04-14 19:38:42,2017-04-14 19:46:03,441,Dearborn St & Monroe St,Kingsbury St & Kinzie St,Subscriber,Male,1954.0
2017-06-26 08:25:08,2017-06-26 08:35:03,595,Michigan Ave & 8th St,Columbus Dr & Randolph St,Subscriber,Male,1959.0
2017-06-29 05:19:46,2017-06-29 05:30:15,629,Francisco Ave & Foster Ave,Campbell Ave & Montrose Ave,Subscriber,Female,1980.0
2017-06-19 08:25:46,2017-06-19 08:29:51,245,Richmond St & Diversey Ave,Kedzie Ave & Milwaukee Ave,Subscriber,Male,1989.0
2017-03-06 08:07:01,2017-03-06 08:21:46,885,Ashland Ave & Division St,Michigan Ave & Lake St,Subscriber,Male,1991.0
2017-04-05 19:22:11,2017-04-05 19:30:59,528,Rush St & Hubbard St,LaSalle St & Jackson Blvd,Subscriber,Male,1993.0
2017-06-10 00:08:19,2017-06-10 00:13:11,292,Orleans St & Ohio St,Franklin St & Lake St,Subscriber,Male,1986.0
2017-04-21 10:27:51,2017-04-21 10:32:44,293,Halsted St & Dickens Ave,Dayton St & North Ave,Subscriber,Male,1978.0
2017-05-27 11:55:00,2017-05-27 12:09:32,872,Lake Shore Dr & Ohio St,LaSalle St & Illinois St,Customer,,
2017-05-22 18:37:33,2017-05-22 18:48:40,667,Wilton Ave & Diversey Pkwy,Pine Grove Ave & Irving Park Rd,Subscriber,Male,1991.0
2017-03-17 17:51:31,2017-03-17 18:00:16,525,Milwaukee Ave & Grand Ave,State St & Pearson St,Subscriber,Male,1989.0
2017-05-28 00:23:29,2017-05-28 00:32:48,559,Damen Ave & Cortland St,Clifton Ave & Armitage Ave,Subscriber,Female,1984.0
2017-06-03 09:56:50,2017-06-03 10:20:09,1399,Southport Ave & Wellington Ave,Greenview Ave & Fullerton Ave,Subscriber,Female,1986.0
2017-01-12 07:36:07,2017-01-12 07:40:50,283,Clinton St & Washington Blvd,LaSalle St & Jackson Blvd,Subscriber,Male,1983.0
2017-06-17 10:23:02,2017-06-17 10:35:42,760,Glenwood Ave & Morse Ave,Clark St & Schreiber Ave,Subscriber,Male,1971.0
2017-03-31 07:47:14,2017-03-31 07:55:38,504,Canal St & Madison St,Wabash Ave & Adams St,Subscriber,Male,1953.0
2017-02-12 15:45:26,2017-02-12 16:01:31,965,Halsted St & Diversey Pkwy,Damen Ave & Charleston St,Subscriber,Male,1965.0
2017-01-23 17:03:05,2017-01-23 17:07:45,280,Franklin St & Lake St,Kingsbury St & Erie St,Subscriber,Male,1989.0
2017-05-23 06:16:27,2017-05-23 06:39:17,1370,Broadway & Cornelia Ave,Clinton St & Jackson Blvd,Subscriber,Male,1987.0
2017-05-22 15:29:49,2017-05-22 15:58:26,1717,Fort Dearborn Dr & 31st St,Shedd Aquarium,Subscriber,Male,1989.0
2017-03-21 10:36:27,2017-03-21 10:54:41,1094,Michigan Ave & 18th St,Field Museum,Customer,,
2017-03-23 16:49:39,2017-03-23 17:07:04,1045,Wolcott Ave & Polk St,Dearborn St & Monroe St,Subscriber,Male,1973.0
2017-04-17 10:54:54,2017-04-17 11:09:38,884,Millennium Park,Michigan Ave & Oak St,Customer,,
2017-01-24 19:32:30,2017-01-24 19:44:03,693,Clinton St & Jackson Blvd,Wabash Ave & 16th St,Subscriber,Male,1981.0
2017-04-30 17:15:05,2017-04-30 17:18:42,217,Morgan St & Polk St,Racine Ave & Congress Pkwy,Subscriber,Female,1997.0
2017-06-23 16:06:47,2017-06-23 16:19:03,736,Larrabee St & Division St,Rush St & Superior St,Subscriber,Female,1987.0
2017-02-20 18:47:41,2017-02-20 19:07:10,1169,Racine Ave (May St) & Fulton St,Halsted St & Dickens Ave,Customer,,
2017-06-25 17:12:57,2017-06-25 17:23:40,643,Cityfront Plaza Dr & Pioneer Ct,McClurg Ct & Illinois St,Customer,,
2017-05-15 18:59:02,2017-05-15 19:14:08,906,Adler Planetarium,Streeter Dr & Grand Ave,Subscriber,Male,1986.0
2017-06-08 20:21:52,2017-06-08 20:24:10,138,Kimbark Ave & 53rd St,Ellis Ave & 53rd St,Subscriber,Female,1967.0
2017-06-16 09:31:51,2017-06-16 09:44:41,770,Calumet Ave & 21st St,Michigan Ave & Congress Pkwy,Subscriber,Female,1990.0
2017-01-31 16:35:17,2017-01-31 16:55:46,1229,Normal Ave & Archer Ave,State St & Van Buren St,Subscriber,Male,1993.0
2017-05-13 14:51:16,2017-05-13 15:06:50,934,Streeter Dr & Grand Ave,Theater on the Lake,Customer,,
2017-01-28 11:15:48,2017-01-28 11:25:06,558,Paulina Ave & North Ave,Halsted St & Blackhawk St (*),Subscriber,Female,1985.0
2017-06-19 20:41:05,2017-06-19 20:58:24,1039,Lake Shore Dr & North Blvd,Marshfield Ave & Cortland St,Subscriber,Male,1985.0
2017-04-03 17:28:12,2017-04-03 17:35:23,431,State St & Pearson St,Orleans St & Ohio St,Subscriber,Female,1991.0
2017-06-21 07:12:12,2017-06-21 07:35:51,1419,Wells St & Concord Ln,LaSalle St & Jackson Blvd,Subscriber,Female,1984.0
2017-01-25 08:41:58,2017-01-25 08:45:53,235,Sangamon St & Washington Blvd (*),Clinton St & Madison St,Subscriber,Male,1985.0
2017-06-07 17:38:27,2017-06-07 17:45:28,421,Michigan Ave & Washington St,Wacker Dr & Washington St,Subscriber,Male,1963.0
2017-03-23 13:21:51,2017-03-23 13:32:46,655,Dearborn St & Adams St,Rush St & Superior St,Subscriber,Female,1971.0
2017-05-22 06:45:24,2017-05-22 06:55:15,591,Campbell Ave & Montrose Ave,Damen Ave & Sunnyside Ave,Subscriber,Female,1973.0
2017-04-15 15:47:57,2017-04-15 16:04:28,991,Dearborn Pkwy & Delaware Pl,Halsted St & Wrightwood Ave,Customer,,
2017-06-24 16:48:07,2017-06-24 16:56:22,495,State St & Pearson St,McClurg Ct & Illinois St,Subscriber,Male,1984.0
2017-05-19 07:15:41,2017-05-19 07:21:17,336,Clinton St & Washington Blvd,Michigan Ave & Washington St,Subscriber,Male,1965.0
2017-06-27 16:10:55,2017-06-27 16:24:48,833,Marshfield Ave & Cortland St,Clark St & Armitage Ave,Customer,,
2017-06-16 17:17:23,2017-06-16 17:22:25,302,Racine Ave & Fullerton Ave,Ashland Ave & Wrightwood Ave,Subscriber,Female,1980.0
2017-03-20 08:28:01,2017-03-20 08:46:03,1082,Michigan Ave & 14th St,Stetson Ave & South Water St,Subscriber,Male,1973.0
2017-06-25 19:03:43,2017-06-26 08:16:14,47551,Lincoln Ave & Diversey Pkwy,Lincoln Ave & Diversey Pkwy,Subscriber,Male,1985.0
2017-06-05 07:19:18,2017-06-05 07:24:51,333,Cannon Dr & Fullerton Ave,Clark St & Wrightwood Ave,Subscriber,Male,1982.0
2017-04-27 12:46:12,2017-04-27 12:54:03,471,Wells St & Huron St,Michigan Ave & Lake St,Subscriber,Male,1972.0
2017-06-21 20:06:34,2017-06-21 20:25:10,1116,Wabash Ave & Wacker Pl,Morgan St & Lake St,Customer,,
2017-05-29 09:47:20,2017-05-29 10:14:31,1631,Benson Ave & Church St,University Library (NU),Customer,,
2017-01-15 19:34:35,2017-01-15 19:41:52,437,Clinton St & Madison St,Racine Ave (May St) & Fulton St,Subscriber,Male,1978.0
2017-06-22 08:20:15,2017-06-22 08:43:22,1387,Michigan Ave & Oak St,Desplaines St & Jackson Blvd,Subscriber,Male,1985.0
2017-02-07 14:36:00,2017-02-07 14:41:44,344,Kingsbury St & Kinzie St,LaSalle St & Washington St,Subscriber,Male,1966.0
2017-06-03 00:18:58,2017-06-03 00:41:19,1341,Wabash Ave & Cermak Rd,Indiana Ave & 31st St,Customer,,
2017-04-15 12:38:56,2017-04-15 12:56:52,1076,Adler Planetarium,Dusable Harbor,Subscriber,Male,1958.0
2017-01-26 12:16:01,2017-01-26 12:31:19,918,Kedzie Ave & 21st St,Ogden Ave & Roosevelt Rd,Subscriber,Male,1949.0
2017-05-21 19:17:39,2017-05-21 19:22:12,273,Ashland Ave & Division St,Paulina Ave & North Ave,Subscriber,Male,1989.0
2017-04-08 18:39:53,2017-04-08 19:00:19,1226,Streeter Dr & Grand Ave,Dearborn Pkwy & Delaware Pl,Customer,,
2017-06-06 05:54:58,2017-06-06 05:59:56,298,McClurg Ct & Illinois St,State St & Kinzie St,Subscriber,Female,1971.0
2017-03-29 17:00:33,2017-03-29 17:04:43,250,Broadway & Wilson Ave,Sheridan Rd & Montrose Ave,Subscriber,Male,1993.0
2017-02-06 13:34:32,2017-02-06 13:41:35,423,Jefferson St & Monroe St,Racine Ave & Randolph St,Subscriber,Male,1973.0
2017-05-22 16:44:08,2017-05-22 16:48:05,237,Clark St & Randolph St,Clinton St & Washington Blvd,Subscriber,Male,1959.0
2017-06-09 17:03:44,2017-06-09 17:24:30,1246,Streeter Dr & Grand Ave,Michigan Ave & Lake St,Customer,,
2017-05-16 08:14:27,2017-05-16 08:28:24,837,Wabash Ave & 16th St,Daley Center Plaza,Subscriber,Male,1988.0
2017-05-16 12:48:34,2017-05-16 12:58:17,583,Larrabee St & Kingsbury St,Sangamon St & Washington Blvd (*),Subscriber,Male,1990.0

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