diff --git a/.gitignore b/.gitignore index 991a0fb0..387eef95 100644 --- a/.gitignore +++ b/.gitignore @@ -24,3 +24,8 @@ sftp-config.json # Python __pycache__ + +# output files +store_files/location_wise_profit* +store_files/store_wise_profit* +store_files/clean_store_transactions* diff --git a/dags/assigment1.py b/dags/assigment1.py new file mode 100644 index 00000000..a84e5881 --- /dev/null +++ b/dags/assigment1.py @@ -0,0 +1,24 @@ +#import the required libraries +from airflow import DAG +from datetime import datetime, timedelta +from airflow.operators import BashOperator + + +#defining the default arguments dictionary +args = { + 'owner': 'airflow', + 'start_date': datetime(2020,12,2), #you can change this start_date + 'retries': 1, + "retry_delay": timedelta(seconds=10), +} + +dag = DAG('Assignment_1', default_args=args) + +#task1 is to create a directory 'test_dir' inside dags folder +task1 = BashOperator(task_id='create_directory', bash_command='mkdir -p ~/dags/test_dir', dag=dag) + +#task2 is to get the 'shasum' of 'test_dir' directory +task2 = BashOperator(task_id='get_shasum', bash_command='shasum ~/dags/test_dir', dag=dag) + +#below we are setting up the operator relationships such that task1 will run first than task2 +task2.set_upstream(task1) diff --git a/dags/create_table.sql b/dags/create_table.sql new file mode 100644 index 00000000..41595024 --- /dev/null +++ b/dags/create_table.sql @@ -0,0 +1,3 @@ +CREATE TABLE IF NOT EXISTS clean_store_transactions(STORE_ID varchar(50), + STORE_LOCATION varchar(50), PRODUCT_CATEGORY varchar(50), PRODUCT_ID int, MRP float, CP float, + DISCOUNT float, SP float, DATE date); diff --git a/dags/datacleaner.py b/dags/datacleaner.py new file mode 100644 index 00000000..0a7d13c9 --- /dev/null +++ b/dags/datacleaner.py @@ -0,0 +1,26 @@ +def data_cleaner(): + + import pandas as pd + import re + + df = pd.read_csv("~/store_files_airflow/raw_store_transactions.csv") + + def clean_store_location(st_loc): + return re.sub(r'[^\w\s]', '', st_loc).strip() + + def clean_product_id(pd_id): + matches = re.findall(r'\d+', pd_id) + if matches: + return matches[0] + return pd_id + + def remove_dollar(amount): + return float(amount.replace('$', '')) + + df['STORE_LOCATION'] = df['STORE_LOCATION'].map(lambda x: clean_store_location(x)) + df['PRODUCT_ID'] = df['PRODUCT_ID'].map(lambda x: clean_product_id(x)) + + for to_clean in ['MRP', 'CP', 'DISCOUNT', 'SP']: + df[to_clean] = df[to_clean].map(lambda x: remove_dollar(x)) + + df.to_csv('~/store_files_airflow/clean_store_transactions.csv', index=False) diff --git a/dags/insert_into_table.sql b/dags/insert_into_table.sql new file mode 100644 index 00000000..e301fad7 --- /dev/null +++ b/dags/insert_into_table.sql @@ -0,0 +1 @@ +LOAD DATA INFILE '/store_files_mysql/clean_store_transactions.csv' INTO TABLE clean_store_transactions FIELDS TERMINATED BY ',' LINES TERMINATED BY '\n' IGNORE 1 ROWS; diff --git a/dags/select_from_table.sql b/dags/select_from_table.sql new file mode 100644 index 00000000..a8d0a90b --- /dev/null +++ b/dags/select_from_table.sql @@ -0,0 +1,13 @@ +SELECT DATE, STORE_LOCATION, ROUND((SUM(SP) - SUM(CP)), 2) AS lc_profit +FROM clean_store_transactions +WHERE DATE = '2019-11-26' +GROUP BY STORE_LOCATION +ORDER BY lc_profit +DESC INTO OUTFILE '/store_files_mysql/location_wise_profit.csv' FIELDS TERMINATED BY ',' LINES TERMINATED BY '\n'; + +SELECT DATE, STORE_ID, ROUND((SUM(SP) - SUM(CP)), 2) AS st_profit +FROM clean_store_transactions +WHERE DATE = '2019-11-26' +GROUP BY STORE_ID +ORDER BY st_profit +DESC INTO OUTFILE '/store_files_mysql/store_wise_profit.csv' FIELDS TERMINATED BY ',' LINES TERMINATED BY '\n'; diff --git a/dags/storedag.py b/dags/storedag.py new file mode 100644 index 00000000..6647df5d --- /dev/null +++ b/dags/storedag.py @@ -0,0 +1,49 @@ +from airflow import DAG +from datetime import datetime, timedelta +from airflow.operators import BashOperator +from airflow.operators.python_operator import PythonOperator +from airflow.operators.mysql_operator import MySqlOperator +from airflow.operators.email_operator import EmailOperator + +from datacleaner import data_cleaner + +default_args = { + 'owner': 'Airflow', + 'start_date': datetime(2020, 12, 2), + 'retries': 1, + 'retry_delay': timedelta(seconds=5) +} + +timestamp = datetime.strftime(datetime.now(), '%Y-%m-%d:%HH%MM') + +dag = DAG('store_dag',default_args=default_args,schedule_interval='@daily', catchup=False) + +t1=BashOperator(task_id='check_file_exists', bash_command='shasum ~/store_files_airflow/raw_store_transactions.csv', + retries=2, retry_delay=timedelta(seconds=15), dag=dag) + +t2 = PythonOperator(task_id='clean_raw_csv', python_callable=data_cleaner, dag=dag) + +t3 = MySqlOperator(task_id='create_mysql_table', mysql_conn_id="mysql_conn", sql="create_table.sql", dag=dag) + +t4 = MySqlOperator(task_id='insert_into_table', mysql_conn_id="mysql_conn", sql="insert_into_table.sql", dag=dag) + +t5 = MySqlOperator(task_id='select_from_table', mysql_conn_id="mysql_conn", sql="select_from_table.sql", dag=dag) + +t6 = BashOperator(task_id='move_file1', + bash_command='cat ~/store_files_airflow/location_wise_profit.csv && mv ~/store_files_airflow/location_wise_profit.csv ~/store_files_airflow/location_wise_profit_%s.csv' % timestamp, dag=dag) + +t7 = BashOperator(task_id='move_file2', + bash_command='cat ~/store_files_airflow/store_wise_profit.csv && mv ~/store_files_airflow/store_wise_profit.csv ~/store_files_airflow/store_wise_profit_%s.csv' % timestamp, dag=dag) + +t8 = EmailOperator(task_id='send_email', + to='sabine.maennel@gmail.com', + subject='Daily report generated', + html_content="""

Congratulations! Your store reports are ready.

""", + files=['/usr/local/airflow/store_files_airflow/location_wise_profit_%s.csv' % timestamp, + '/usr/local/airflow/store_files_airflow/store_wise_profit_%s.csv' % timestamp], + dag=dag) + +t9 = BashOperator(task_id='rename_raw', + bash_command='mv ~/store_files_airflow/clean_store_transactions.csv ~/store_files_airflow/raw_store_transactions_%s.csv' % timestamp, dag=dag) + +t1 >> t2 >> t3 >> t4 >> t5 >> [t6, t7] >> t8 >> t9 diff --git a/dags/tuto.py b/dags/tuto.py index cead2b61..8aeda3f3 100644 --- a/dags/tuto.py +++ b/dags/tuto.py @@ -10,7 +10,7 @@ default_args = { "owner": "airflow", "depends_on_past": False, - "start_date": datetime(2015, 6, 1), + "start_date": datetime(2020, 12, 2), "email": ["airflow@airflow.com"], "email_on_failure": False, "email_on_retry": False, diff --git a/docker-compose-LocalExecutor.yml b/docker-compose-LocalExecutor.yml index 26e9e92e..803cdf0f 100644 --- a/docker-compose-LocalExecutor.yml +++ b/docker-compose-LocalExecutor.yml @@ -11,21 +11,38 @@ services: max-size: 10m max-file: "3" + mysql: + + image: mysql:5.7.27 + environment: + - MYSQL_ROOT_PASSWORD=root + volumes: + - ./store_files:/store_files_mysql/ + - ./mysql.cnf:/etc/mysql/mysql.cnf + webserver: image: puckel/docker-airflow:1.10.9 restart: always depends_on: - postgres + - mysql environment: + - INSTALL_MYSQL=y - LOAD_EX=n - EXECUTOR=Local + - AIRFLOW__SMTP__SMTP_HOST=smtp.gmail.com + - AIRFLOW__SMTP__SMTP_USER=sabinemaenneldevelop@gmail.com + - AIRFLOW__SMTP__SMTP_PASSWORD=thecatinthehat + - AIRFLOW__SMTP__SMTP_PORT=587 + - AIRFLOW__SMTP__SMTP_MAIL_FROM=Airflow logging: options: max-size: 10m max-file: "3" volumes: - ./dags:/usr/local/airflow/dags - # - ./plugins:/usr/local/airflow/plugins + - ./store_files:/usr/local/airflow/store_files_airflow + - ./sql_files:/usr/local/airflow/sql_files ports: - "8080:8080" command: webserver @@ -34,3 +51,6 @@ services: interval: 30s timeout: 30s retries: 3 + + redis: + image: "redis:3.2.7" diff --git a/docker.md b/docker.md new file mode 100644 index 00000000..33bd2447 --- /dev/null +++ b/docker.md @@ -0,0 +1,15 @@ +# Useful docker commands + +## After code changes + +``` +docker-compose -f docker-compose-LocalExecutor.yml up -d +``` + +## Reset data + +reset the data + +``` +docker-compose -f docker-compose-LocalExecutor.yml down +``` \ No newline at end of file diff --git a/mysql.cnf b/mysql.cnf new file mode 100644 index 00000000..b2204ca1 --- /dev/null +++ b/mysql.cnf @@ -0,0 +1,7 @@ +!includedir /etc/mysql/conf.d/ +!includedir /etc/mysql/mysql.conf.d/ +[mysqld] +pid-file = /var/run/mysqld/mysqld.pid +socket = /var/run/mysqld/mysqld.sock +datadir = /var/lib/mysql +secure-file-priv= "" \ No newline at end of file diff --git a/mysql.md b/mysql.md new file mode 100644 index 00000000..efc18616 --- /dev/null +++ b/mysql.md @@ -0,0 +1,23 @@ +# Mysql Container + +```bash +docker exec -it 6ff2b20c1d5c bash +mysql -u root -p +use mysql; +show tables; +``` + +## Create connection + +- see dag for connection name: `mysql_conn_id="mysql_conn"` +- create new connection `mysql_conn` +- connection type `MySQL, `host `mysql`, schema `mysql`, login `root`, password + +## Troubleshooting + +``` +cryptography.fernet.InvalidToken +``` + +- check the connection and repair it if needed. + diff --git a/store_files/location_wise_profit_2020-12-03:07H48M.csv b/store_files/location_wise_profit_2020-12-03:07H48M.csv new file mode 100644 index 00000000..5ef8ecf7 --- /dev/null +++ b/store_files/location_wise_profit_2020-12-03:07H48M.csv @@ -0,0 +1,5 @@ +2019-11-26,Washington,1515328.56 +2019-11-26,New York,1403488.80 +2019-11-26,Houston,1313427.36 +2019-11-26,Miami,1242793.44 +2019-11-26,Denver,1154795.76 diff --git a/store_files/raw_store_transactions.csv b/store_files/raw_store_transactions.csv new file mode 100644 index 00000000..a4986858 --- /dev/null +++ b/store_files/raw_store_transactions.csv @@ -0,0 +1,37854 @@ +STORE_ID,STORE_LOCATION,PRODUCT_CATEGORY,PRODUCT_ID,MRP,CP,DISCOUNT,SP,Date +YR7220,New 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York%,Cosmetics,26638793,$13,$9.62,$1.17,$11.83,2019-11-26 +YR1393,New York$,Groceries,51684875,$57,$38.76,$1.71,$55.29,2019-11-26 +YR1393,New York,Electronics,93776245N,$78,$54.6,$7.02,$70.98,2019-11-26 +YR1393,New York,Cosmetics,58510131,$94,$64.86,$9.4,$84.6,2019-11-26 +BE7565,Houston,Groceries,82342224P,$20,$12.2,$1.4,$18.6,2019-11-26 +BE7565,Houston,Fashion,14369812,$90,$59.4,$1.8,$88.2,2019-11-26 +BE7565,Houston,Kitchen,48836669P,$17,$12.07,$1.02,$15.98,2019-11-26 +BE7565,"Houston""",Groceries,23191833,$27,$17.01,$1.08,$25.92,2019-11-26 +BE7565,Houston&,Kitchen,29470520U,$95,$65.55,$6.65,$88.35,2019-11-26 +BE7565,Houston),Cosmetics,91864624Z,$59,$40.12,$4.13,$54.87,2019-11-26 +BE7565,Houston$,Electronics,39674072,$48,$32.16,$3.36,$44.64,2019-11-26 +BE7565,"Houston""",Cosmetics,18294677C,$60,$37.2,$3.6,$56.4,2019-11-26 +BE7565,Houston%,Cosmetics,51344299[,$56,$33.6,$5.6,$50.4,2019-11-26 +BE7565,Houston,Groceries,92971496_,$90,$54,$5.4,$84.6,2019-11-26 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+BE3684,Houston,Electronics,59839477A,$89,$65.86,$7.12,$81.88,2019-11-26 +BE3684,Houston,Cosmetics,66409301S,$48,$36,$3.84,$44.16,2019-11-26 +BE3684,Houston,Furniture,24447021,$100,$62,$8,$92,2019-11-26 +BE3684,Houston,Furniture,58188781,$50,$35.5,$5,$45,2019-11-26 +BE3684,Houston),Furniture,74649047,$59,$43.66,$4.13,$54.87,2019-11-26 +BE3684,Houston,Kitchen,15515136,$69,$45.54,$3.45,$65.55,2019-11-26 +BE3684,"Houston""",Electronics,95737304,$59,$41.89,$3.54,$55.46,2019-11-26 +BE3684,Houston,Education,68966369,$54,$35.1,$3.24,$50.76,2019-11-26 +BE6167,Houston,Furniture,73204345,$37,$25.53,$1.48,$35.52,2019-11-26 +BE6167,Houston,Cosmetics,21554870`,$58,$39.44,$4.06,$53.94,2019-11-26 +BE6167,Houston',Kitchen,13331604,$43,$27.52,$4.3,$38.7,2019-11-26 +BE6167,"Houston""",Electronics,98621215,$90,$55.8,$2.7,$87.3,2019-11-26 +BE6167,Houston+,Groceries,95190734W,$99,$62.37,$1.98,$97.02,2019-11-26 +BE6167,Houston+,Groceries,36446838X,$47,$34.78,$0.94,$46.06,2019-11-26 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York,Groceries,97239685T,$60,$36,$3.6,$56.4,2019-11-26 +YR5005,New York&,Kitchen,71526184,$85,$57.8,$2.55,$82.45,2019-11-26 +YR8558,New York,Furniture,34568176T,$98,$67.62,$9.8,$88.2,2019-11-26 +YR8558,New York,Kitchen,38341979,$41,$24.6,$3.69,$37.31,2019-11-26 +YR8558,New York ,Fashion,94424438D,$57,$42.75,$1.71,$55.29,2019-11-26 +YR8558,New York ,Fashion,74135437,$92,$60.72,$1.84,$90.16,2019-11-26 +YR8558,New York!,Cosmetics,95910339,$17,$10.54,$1.53,$15.47,2019-11-26 +YR8558,New York,Cosmetics,10107116A,$95,$68.4,$1.9,$93.1,2019-11-26 +YR8558,New York*,Cosmetics,64225769,$30,$21,$1.2,$28.8,2019-11-26 +YR8558,New York%,Groceries,22046508,$30,$20.4,$2.1,$27.9,2019-11-26 +YR8558,"New York""",Kitchen,31467285U,$30,$22.5,$0.9,$29.1,2019-11-26 +YR8558,New York',Fashion,29042053O,$91,$66.43,$5.46,$85.54,2019-11-26 +YR8558,New York*,Groceries,80161437V,$82,$49.2,$1.64,$80.36,2019-11-26 +YR8558,New York(,Electronics,40868835,$32,$24,$2.24,$29.76,2019-11-26 +YR8558,New 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+BE4659,Houston,Fashion,16844482,$28,$21,$1.96,$26.04,2019-11-26 +BE4659,Houston),Electronics,69293212G,$66,$46.2,$3.96,$62.04,2019-11-26 +BE4659,Houston#,Groceries,38718261,$97,$70.81,$5.82,$91.18,2019-11-26 +BE4659,Houston(,Fashion,25545654,$95,$64.6,$3.8,$91.2,2019-11-26 +BE4659,Houston,Electronics,89356994O,$53,$37.63,$5.3,$47.7,2019-11-26 +BE4659,Houston,Groceries,91013183\,$17,$11.22,$0.85,$16.15,2019-11-26 +BE4659,"Houston""",Fashion,67996826Z,$31,$18.6,$1.55,$29.45,2019-11-26 +BE4659,Houston#,Groceries,65195312,$68,$44.88,$6.8,$61.2,2019-11-26 +BE4659,Houston*,Furniture,75659790P,$83,$56.44,$8.3,$74.7,2019-11-26 +BE4659,Houston,Fashion,89648132,$80,$51.2,$1.6,$78.4,2019-11-26 +BE4659,Houston,Groceries,38358459K,$93,$66.96,$5.58,$87.42,2019-11-26 +BE4659,Houston*,Electronics,47095336,$74,$50.32,$5.92,$68.08,2019-11-26 +BE4659,Houston,Education,31903991O,$14,$8.4,$0.56,$13.44,2019-11-26 +BE3513,Houston,Cosmetics,92411193,$91,$63.7,$8.19,$82.81,2019-11-26 +BE3513,Houston,Kitchen,52280883,$35,$21,$3.5,$31.5,2019-11-26 +BE3513,Houston',Fashion,82512512,$69,$42.09,$2.76,$66.24,2019-11-26 +BE3513,Houston(,Education,83943481,$88,$53.68,$4.4,$83.6,2019-11-26 +BE3513,Houston,Cosmetics,91216430E,$59,$41.3,$2.36,$56.64,2019-11-26 +BE3513,Houston,Groceries,17033996,$94,$62.98,$5.64,$88.36,2019-11-26 +BE3513,Houston+,Education,76766662U,$32,$21.76,$1.6,$30.4,2019-11-26 +BE3513,Houston,Furniture,66502685S,$25,$18,$0.5,$24.5,2019-11-26 +BE3513,Houston ,Fashion,81982421O,$98,$64.68,$1.96,$96.04,2019-11-26 +BE3513,Houston,Electronics,10499877,$67,$40.87,$6.7,$60.3,2019-11-26 +BE3513,Houston,Education,15344848P,$12,$8.28,$0.96,$11.04,2019-11-26 +BE3513,Houston',Kitchen,24589843,$53,$39.22,$1.06,$51.94,2019-11-26 +BE3513,Houston,Cosmetics,52077636,$26,$17.68,$0.78,$25.22,2019-11-26 +BE3513,Houston,Furniture,16429748`,$23,$16.1,$0.69,$22.31,2019-11-26 +BE3513,Houston*,Cosmetics,49278869W,$20,$14.8,$0.8,$19.2,2019-11-26 +BE3513,Houston,Cosmetics,93435668,$82,$53.3,$4.1,$77.9,2019-11-26 +BE3513,Houston&,Furniture,69367370Z,$87,$53.07,$1.74,$85.26,2019-11-26 +BE3513,Houston%,Education,68867492,$91,$66.43,$8.19,$82.81,2019-11-26 +BE3513,Houston+,Cosmetics,55661926G,$72,$50.4,$5.04,$66.96,2019-11-26 +BE3513,Houston,Education,83418884L,$32,$23.36,$0.64,$31.36,2019-11-26 +BE3513,Houston,Fashion,67126159N,$57,$39.9,$1.14,$55.86,2019-11-26 +BE3513,Houston),Groceries,43579711,$14,$10.36,$1.4,$12.6,2019-11-26 +BE3513,Houston,Fashion,61256713P,$19,$13.49,$0.95,$18.05,2019-11-26 +BE3513,Houston,Electronics,74069519,$73,$54.02,$1.46,$71.54,2019-11-26 +BE3513,Houston ,Kitchen,31807861,$38,$27.36,$1.52,$36.48,2019-11-26 +BE3513,Houston*,Groceries,94493103J,$67,$48.24,$3.35,$63.65,2019-11-26 +BE3513,Houston,Kitchen,57894897,$73,$54.75,$4.38,$68.62,2019-11-26 +BE3513,Houston,Cosmetics,89851379,$89,$64.97,$8.01,$80.99,2019-11-26 +BE3513,Houston',Furniture,63333129P,$96,$57.6,$1.92,$94.08,2019-11-26 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+BE5386,Houston$,Groceries,80298767,$58,$43.5,$2.32,$55.68,2019-11-26 +BE5386,Houston+,Furniture,55277404J,$71,$51.83,$6.39,$64.61,2019-11-26 +BE5386,Houston,Kitchen,62998046,$91,$61.88,$1.82,$89.18,2019-11-26 +BE5386,Houston,Cosmetics,97085876,$19,$11.4,$0.95,$18.05,2019-11-26 +BE5386,Houston#,Cosmetics,65728149,$31,$22.94,$1.24,$29.76,2019-11-26 +BE5386,Houston,Electronics,22510681Z,$100,$62,$9,$91,2019-11-26 +BE5386,Houston,Cosmetics,88230895[,$53,$32.33,$1.59,$51.41,2019-11-26 +BE5386,Houston,Electronics,55593261,$33,$24.09,$2.31,$30.69,2019-11-26 +BE5386,Houston,Education,42420654,$68,$49.64,$6.8,$61.2,2019-11-26 +BE5386,Houston,Furniture,92861633,$71,$51.83,$3.55,$67.45,2019-11-26 +BE5386,Houston ,Electronics,14968566H,$19,$12.73,$0.38,$18.62,2019-11-26 +BE1512,Houston!,Fashion,45441894O,$73,$43.8,$2.19,$70.81,2019-11-26 +BE1512,Houston,Education,65574340[,$68,$46.24,$5.44,$62.56,2019-11-26 +BE1512,Houston#,Furniture,71072998,$13,$9.1,$1.04,$11.96,2019-11-26 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+BE5613,Houston!,Kitchen,53681640,$30,$18.9,$2.7,$27.3,2019-11-26 +BE5613,Houston,Fashion,38751220[,$89,$54.29,$7.12,$81.88,2019-11-26 +BE5613,Houston,Groceries,99678649[,$16,$11.68,$1.44,$14.56,2019-11-26 +BE5613,Houston,Education,44222412[,$40,$29.6,$3.6,$36.4,2019-11-26 +BE5613,"Houston""",Fashion,70249023A,$11,$7.37,$0.44,$10.56,2019-11-26 +BE5613,Houston',Education,44502563\,$72,$43.92,$3.6,$68.4,2019-11-26 +BE5613,Houston,Fashion,21401062,$11,$6.6,$0.99,$10.01,2019-11-26 +BE5613,Houston#,Electronics,65675964,$43,$30.1,$1.29,$41.71,2019-11-26 +BE5613,Houston,Groceries,32813110Y,$68,$42.84,$6.12,$61.88,2019-11-26 +BE5613,Houston,Kitchen,43991699,$93,$55.8,$7.44,$85.56,2019-11-26 +BE5613,Houston,Cosmetics,75179138M,$22,$16.5,$0.66,$21.34,2019-11-26 +BE5613,Houston,Fashion,23378601,$55,$35.2,$1.65,$53.35,2019-11-26 +BE5613,Houston+,Electronics,74684753,$50,$34,$3,$47,2019-11-26 +BE5613,Houston,Education,38696289,$57,$42.75,$3.99,$53.01,2019-11-26 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+BE5613,Houston),Cosmetics,41124267,$61,$40.87,$3.66,$57.34,2019-11-26 +BE5613,Houston,Groceries,76387634,$99,$60.39,$4.95,$94.05,2019-11-26 +BE5613,Houston,Education,82594909,$86,$58.48,$7.74,$78.26,2019-11-26 +BE9002,Houston,Furniture,46600952Q,$12,$7.44,$0.24,$11.76,2019-11-26 +BE9002,Houston,Furniture,41113281I,$64,$45.44,$5.76,$58.24,2019-11-26 +BE9002,Houston),Cosmetics,57351074,$53,$33.39,$1.06,$51.94,2019-11-26 +BE9002,Houston#,Education,11859436V,$32,$21.44,$2.88,$29.12,2019-11-26 +BE9002,Houston,Furniture,89310302,$49,$32.34,$3.92,$45.08,2019-11-26 +BE9002,Houston),Kitchen,74547424^,$31,$22.63,$1.24,$29.76,2019-11-26 +BE9002,Houston,Groceries,59924621N,$68,$44.88,$1.36,$66.64,2019-11-26 +BE9002,Houston,Education,87019653,$91,$58.24,$1.82,$89.18,2019-11-26 +BE9002,Houston&,Cosmetics,58287658,$100,$72,$5,$95,2019-11-26 +BE9002,Houston,Fashion,73196105,$89,$61.41,$6.23,$82.77,2019-11-26 +BE9002,Houston%,Furniture,95017700W,$48,$32.64,$1.92,$46.08,2019-11-26 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+BE2437,Houston,Furniture,87906799Q,$40,$28.4,$0.8,$39.2,2019-11-26 +BE2437,Houston,Cosmetics,39896545\,$85,$60.35,$4.25,$80.75,2019-11-26 +BE2437,Houston!,Groceries,60625000,$81,$55.08,$3.24,$77.76,2019-11-26 +BE2437,Houston,Fashion,18975830,$31,$21.39,$1.86,$29.14,2019-11-26 +BE2437,Houston$,Furniture,97805480,$14,$9.94,$0.28,$13.72,2019-11-26 +BE2437,Houston',Furniture,79507751R,$53,$36.57,$3.71,$49.29,2019-11-26 +BE2437,Houston,Electronics,61001281,$19,$11.97,$1.71,$17.29,2019-11-26 +BE2437,Houston,Fashion,48902587N,$93,$58.59,$9.3,$83.7,2019-11-26 +BE2437,Houston+,Education,74118957X,$28,$17.08,$0.56,$27.44,2019-11-26 +BE2437,Houston,Groceries,83929748,$40,$24.4,$0.8,$39.2,2019-11-26 +BE2437,Houston,Kitchen,43272094,$70,$43.4,$6.3,$63.7,2019-11-26 +BE2437,Houston&,Cosmetics,81424865S,$46,$34.04,$2.3,$43.7,2019-11-26 +BE2437,Houston,Electronics,17083435C,$47,$30.55,$3.76,$43.24,2019-11-26 +BE2437,Houston),Furniture,61144104,$46,$33.58,$1.38,$44.62,2019-11-26 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York%,Cosmetics,16300659J,$85,$52.7,$5.95,$79.05,2019-11-26 +YR2955,New York#,Electronics,26160888A,$90,$64.8,$1.8,$88.2,2019-11-26 +YR2955,New York$,Education,95424194H,$96,$69.12,$2.88,$93.12,2019-11-26 +YR2955,New York%,Groceries,36636352_,$42,$28.14,$3.78,$38.22,2019-11-26 +YR2955,New York),Cosmetics,71817321,$15,$10.65,$1.5,$13.5,2019-11-26 +YR2955,New York%,Fashion,38649597,$22,$16.5,$0.88,$21.12,2019-11-26 +YR2955,"New York""",Furniture,88423156,$97,$66.93,$3.88,$93.12,2019-11-26 +YR2955,New York,Electronics,76373901D,$97,$64.99,$2.91,$94.09,2019-11-26 +YR2955,"New York""",Furniture,31687011,$67,$46.23,$1.34,$65.66,2019-11-26 +YR2955,New York,Cosmetics,89409179,$56,$39.2,$1.12,$54.88,2019-11-26 +YR2955,New York,Cosmetics,82891540Y,$69,$43.47,$2.07,$66.93,2019-11-26 +YR2955,New York),Education,69271240S,$19,$11.78,$0.95,$18.05,2019-11-26 +YR2955,New York$,Groceries,37641601,$84,$51.24,$1.68,$82.32,2019-11-26 +YR2955,New York,Electronics,75041809B,$55,$34.1,$4.95,$50.05,2019-11-26 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York,Fashion,13109130R,$97,$72.75,$3.88,$93.12,2019-11-26 +YR1393,New York,Furniture,61630249R,$20,$15,$1.8,$18.2,2019-11-26 +YR1393,New York,Furniture,11845703U,$39,$26.91,$0.78,$38.22,2019-11-26 +YR1393,New York,Electronics,43445129,$59,$40.71,$2.95,$56.05,2019-11-26 +YR1393,New York,Groceries,39484558,$68,$41.48,$4.76,$63.24,2019-11-26 +YR1393,New York',Fashion,56543579N,$87,$52.2,$7.83,$79.17,2019-11-26 +YR1393,New York*,Education,59053955,$96,$62.4,$2.88,$93.12,2019-11-26 +YR1393,New York(,Electronics,46839904,$45,$27,$4.05,$40.95,2019-11-26 +YR1393,New York,Electronics,56104125,$52,$32.76,$3.12,$48.88,2019-11-26 +YR1393,New York,Cosmetics,10585021,$40,$26,$2,$38,2019-11-26 +YR1393,New York),Fashion,66645507J,$62,$38.44,$2.48,$59.52,2019-11-26 +YR1393,New York,Furniture,12293395,$40,$29.2,$2,$38,2019-11-26 +YR1393,New York',Cosmetics,41140747,$57,$34.77,$4.56,$52.44,2019-11-26 +YR1393,New York,Education,77189636N,$82,$59.86,$3.28,$78.72,2019-11-26 +YR1393,New York#,Groceries,66475219,$32,$21.12,$0.96,$31.04,2019-11-26 +YR1393,New York%,Cosmetics,26638793,$13,$9.62,$1.17,$11.83,2019-11-26 +YR1393,New York$,Groceries,51684875,$57,$38.76,$1.71,$55.29,2019-11-26 +YR1393,New York,Electronics,93776245N,$78,$54.6,$7.02,$70.98,2019-11-26 +YR1393,New York,Cosmetics,58510131,$94,$64.86,$9.4,$84.6,2019-11-26 +BE7565,Houston,Groceries,82342224P,$20,$12.2,$1.4,$18.6,2019-11-26 +BE7565,Houston,Fashion,14369812,$90,$59.4,$1.8,$88.2,2019-11-26 +BE7565,Houston,Kitchen,48836669P,$17,$12.07,$1.02,$15.98,2019-11-26 +BE7565,"Houston""",Groceries,23191833,$27,$17.01,$1.08,$25.92,2019-11-26 +BE7565,Houston&,Kitchen,29470520U,$95,$65.55,$6.65,$88.35,2019-11-26 +BE7565,Houston),Cosmetics,91864624Z,$59,$40.12,$4.13,$54.87,2019-11-26 +BE7565,Houston$,Electronics,39674072,$48,$32.16,$3.36,$44.64,2019-11-26 +BE7565,"Houston""",Cosmetics,18294677C,$60,$37.2,$3.6,$56.4,2019-11-26 +BE7565,Houston%,Cosmetics,51344299[,$56,$33.6,$5.6,$50.4,2019-11-26 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+BE3684,Houston,Cosmetics,15787048X,$87,$61.77,$4.35,$82.65,2019-11-26 +BE3684,Houston!,Kitchen,16264953,$63,$42.84,$6.3,$56.7,2019-11-26 +BE3684,Houston,Education,34483032G,$28,$17.08,$2.24,$25.76,2019-11-26 +BE3684,Houston#,Fashion,65519409,$81,$59.13,$1.62,$79.38,2019-11-26 +BE3684,Houston!,Groceries,99662170T,$79,$51.35,$7.9,$71.1,2019-11-26 +BE3684,Houston(,Kitchen,10703125,$42,$27.3,$1.26,$40.74,2019-11-26 +BE3684,Houston',Groceries,16215515,$75,$52.5,$4.5,$70.5,2019-11-26 +BE3684,Houston,Furniture,33821105P,$97,$59.17,$1.94,$95.06,2019-11-26 +BE3684,Houston,Kitchen,48493347,$33,$19.8,$2.64,$30.36,2019-11-26 +BE3684,Houston,Furniture,10395507,$65,$47.45,$3.9,$61.1,2019-11-26 +BE3684,Houston*,Fashion,57568054M,$42,$29.4,$3.36,$38.64,2019-11-26 +BE3684,Houston,Cosmetics,81663818,$15,$9.15,$0.9,$14.1,2019-11-26 +BE3684,Houston&,Kitchen,42643127G,$66,$43.56,$2.64,$63.36,2019-11-26 +BE3684,Houston!,Fashion,64684448,$10,$6.6,$0.2,$9.8,2019-11-26 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+BE3684,Houston,Fashion,96454162T,$67,$44.22,$6.7,$60.3,2019-11-26 +BE3684,Houston,Electronics,59839477A,$89,$65.86,$7.12,$81.88,2019-11-26 +BE3684,Houston,Cosmetics,66409301S,$48,$36,$3.84,$44.16,2019-11-26 +BE3684,Houston,Furniture,24447021,$100,$62,$8,$92,2019-11-26 +BE3684,Houston,Furniture,58188781,$50,$35.5,$5,$45,2019-11-26 +BE3684,Houston),Furniture,74649047,$59,$43.66,$4.13,$54.87,2019-11-26 +BE3684,Houston,Kitchen,15515136,$69,$45.54,$3.45,$65.55,2019-11-26 +BE3684,"Houston""",Electronics,95737304,$59,$41.89,$3.54,$55.46,2019-11-26 +BE3684,Houston,Education,68966369,$54,$35.1,$3.24,$50.76,2019-11-26 +BE6167,Houston,Furniture,73204345,$37,$25.53,$1.48,$35.52,2019-11-26 +BE6167,Houston,Cosmetics,21554870`,$58,$39.44,$4.06,$53.94,2019-11-26 +BE6167,Houston',Kitchen,13331604,$43,$27.52,$4.3,$38.7,2019-11-26 +BE6167,"Houston""",Electronics,98621215,$90,$55.8,$2.7,$87.3,2019-11-26 +BE6167,Houston+,Groceries,95190734W,$99,$62.37,$1.98,$97.02,2019-11-26 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+BE5386,Houston$,Groceries,80298767,$58,$43.5,$2.32,$55.68,2019-11-26 +BE5386,Houston+,Furniture,55277404J,$71,$51.83,$6.39,$64.61,2019-11-26 +BE5386,Houston,Kitchen,62998046,$91,$61.88,$1.82,$89.18,2019-11-26 +BE5386,Houston,Cosmetics,97085876,$19,$11.4,$0.95,$18.05,2019-11-26 +BE5386,Houston#,Cosmetics,65728149,$31,$22.94,$1.24,$29.76,2019-11-26 +BE5386,Houston,Electronics,22510681Z,$100,$62,$9,$91,2019-11-26 +BE5386,Houston,Cosmetics,88230895[,$53,$32.33,$1.59,$51.41,2019-11-26 +BE5386,Houston,Electronics,55593261,$33,$24.09,$2.31,$30.69,2019-11-26 +BE5386,Houston,Education,42420654,$68,$49.64,$6.8,$61.2,2019-11-26 +BE5386,Houston,Furniture,92861633,$71,$51.83,$3.55,$67.45,2019-11-26 +BE5386,Houston ,Electronics,14968566H,$19,$12.73,$0.38,$18.62,2019-11-26 +BE1512,Houston!,Fashion,45441894O,$73,$43.8,$2.19,$70.81,2019-11-26 +BE1512,Houston,Education,65574340[,$68,$46.24,$5.44,$62.56,2019-11-26 +BE1512,Houston#,Furniture,71072998,$13,$9.1,$1.04,$11.96,2019-11-26 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+BE2889,Houston!,Kitchen,35271301,$20,$12.4,$2,$18,2019-11-26 +BE2889,Houston,Furniture,23653259U,$97,$64.02,$7.76,$89.24,2019-11-26 +BE2889,"Houston""",Electronics,87958984N,$11,$8.03,$0.55,$10.45,2019-11-26 +BE2889,Houston,Kitchen,57963562,$60,$37.2,$4.2,$55.8,2019-11-26 +BE2889,Houston*,Electronics,12238464,$35,$25.55,$1.75,$33.25,2019-11-26 +BE2889,Houston,Kitchen,86983947,$76,$47.88,$6.08,$69.92,2019-11-26 +BE2889,Houston!,Electronics,65692443,$39,$24.96,$1.56,$37.44,2019-11-26 +BE2889,Houston,Fashion,76030578K,$89,$53.4,$3.56,$85.44,2019-11-26 +BE2889,Houston,Kitchen,59941101,$12,$7.92,$1.2,$10.8,2019-11-26 +BE2889,Houston%,Electronics,21247253,$42,$30.24,$2.94,$39.06,2019-11-26 +BE2889,Houston+,Fashion,35716247,$94,$66.74,$3.76,$90.24,2019-11-26 +BE2889,Houston,Electronics,36652832G,$50,$32,$3.5,$46.5,2019-11-26 +BE2889,Houston*,Education,50047912O,$22,$14.74,$1.98,$20.02,2019-11-26 +BE2889,Houston*,Cosmetics,86558227G,$27,$17.55,$1.89,$25.11,2019-11-26 +BE2889,Houston&,Groceries,97203979,$68,$44.2,$4.76,$63.24,2019-11-26 +BE2889,Houston#,Electronics,68883972,$87,$58.29,$8.7,$78.3,2019-11-26 +BE2889,Houston,Fashion,29915466B,$40,$28,$3.2,$36.8,2019-11-26 +BE2889,Houston!,Groceries,92545776,$11,$7.37,$1.1,$9.9,2019-11-26 +BE2889,Houston,Furniture,75983886[,$100,$69,$7,$93,2019-11-26 +BE2889,Houston,Electronics,27866516E,$80,$56,$1.6,$78.4,2019-11-26 +BE2889,Houston),Electronics,31637573O,$30,$19.5,$1.5,$28.5,2019-11-26 +BE2889,Houston!,Furniture,77546691,$86,$57.62,$6.02,$79.98,2019-11-26 +BE2889,Houston,Electronics,19354858X,$44,$30.36,$1.32,$42.68,2019-11-26 +BE2889,Houston,Fashion,89238891S,$82,$61.5,$4.1,$77.9,2019-11-26 +BE2889,Houston,Education,53129577,$85,$55.25,$4.25,$80.75,2019-11-26 +BE2889,Houston,Kitchen,80213623S,$79,$52.93,$1.58,$77.42,2019-11-26 +BE2889,Houston,Fashion,33818359,$29,$17.4,$1.16,$27.84,2019-11-26 +BE2889,Houston,Groceries,72023315,$42,$28.14,$2.94,$39.06,2019-11-26 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York,Groceries,97239685T,$60,$36,$3.6,$56.4,2019-11-26 +YR5005,New York&,Kitchen,71526184,$85,$57.8,$2.55,$82.45,2019-11-26 +YR8558,New York,Furniture,34568176T,$98,$67.62,$9.8,$88.2,2019-11-26 +YR8558,New York,Kitchen,38341979,$41,$24.6,$3.69,$37.31,2019-11-26 +YR8558,New York ,Fashion,94424438D,$57,$42.75,$1.71,$55.29,2019-11-26 +YR8558,New York ,Fashion,74135437,$92,$60.72,$1.84,$90.16,2019-11-26 +YR8558,New York!,Cosmetics,95910339,$17,$10.54,$1.53,$15.47,2019-11-26 +YR8558,New York,Cosmetics,10107116A,$95,$68.4,$1.9,$93.1,2019-11-26 +YR8558,New York*,Cosmetics,64225769,$30,$21,$1.2,$28.8,2019-11-26 +YR8558,New York%,Groceries,22046508,$30,$20.4,$2.1,$27.9,2019-11-26 +YR8558,"New York""",Kitchen,31467285U,$30,$22.5,$0.9,$29.1,2019-11-26 +YR8558,New York',Fashion,29042053O,$91,$66.43,$5.46,$85.54,2019-11-26 +YR8558,New York*,Groceries,80161437V,$82,$49.2,$1.64,$80.36,2019-11-26 +YR8558,New York(,Electronics,40868835,$32,$24,$2.24,$29.76,2019-11-26 +YR8558,New 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York,Fashion,13109130R,$97,$72.75,$3.88,$93.12,2019-11-26 +YR1393,New York,Furniture,61630249R,$20,$15,$1.8,$18.2,2019-11-26 +YR1393,New York,Furniture,11845703U,$39,$26.91,$0.78,$38.22,2019-11-26 +YR1393,New York,Electronics,43445129,$59,$40.71,$2.95,$56.05,2019-11-26 +YR1393,New York,Groceries,39484558,$68,$41.48,$4.76,$63.24,2019-11-26 +YR1393,New York',Fashion,56543579N,$87,$52.2,$7.83,$79.17,2019-11-26 +YR1393,New York*,Education,59053955,$96,$62.4,$2.88,$93.12,2019-11-26 +YR1393,New York(,Electronics,46839904,$45,$27,$4.05,$40.95,2019-11-26 +YR1393,New York,Electronics,56104125,$52,$32.76,$3.12,$48.88,2019-11-26 +YR1393,New York,Cosmetics,10585021,$40,$26,$2,$38,2019-11-26 +YR1393,New York),Fashion,66645507J,$62,$38.44,$2.48,$59.52,2019-11-26 +YR1393,New York,Furniture,12293395,$40,$29.2,$2,$38,2019-11-26 +YR1393,New York',Cosmetics,41140747,$57,$34.77,$4.56,$52.44,2019-11-26 +YR1393,New York,Education,77189636N,$82,$59.86,$3.28,$78.72,2019-11-26 +YR1393,New 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+BE2612,Houston,Electronics,62706909N,$33,$23.43,$1.32,$31.68,2019-11-26 +BE2612,Houston#,Education,90186462Y,$75,$50.25,$3.75,$71.25,2019-11-26 +BE2612,Houston',Kitchen,96830444\,$92,$68.08,$3.68,$88.32,2019-11-26 +BE2612,Houston&,Fashion,82737731,$15,$10.95,$1.05,$13.95,2019-11-26 +BE2612,Houston,Groceries,37438354,$37,$25.9,$1.11,$35.89,2019-11-26 +BE2612,Houston,Kitchen,11930847,$76,$56.24,$7.6,$68.4,2019-11-26 +BE2612,"Houston""",Kitchen,11505126B,$50,$31,$1.5,$48.5,2019-11-26 +BE2612,Houston+,Education,32780151,$76,$45.6,$5.32,$70.68,2019-11-26 +BE2612,Houston,Fashion,27078247^,$88,$60.72,$7.04,$80.96,2019-11-26 +BE2612,Houston),Furniture,98670654,$78,$58.5,$5.46,$72.54,2019-11-26 +BE2612,Houston#,Education,14111633[,$12,$8.88,$0.96,$11.04,2019-11-26 +BE2612,"Houston""",Fashion,76099243,$72,$53.28,$4.32,$67.68,2019-11-26 +BE2612,Houston%,Kitchen,11691894,$76,$47.12,$5.32,$70.68,2019-11-26 +BE2612,Houston,Education,23680725,$70,$42.7,$2.8,$67.2,2019-11-26 +BE2612,Houston,Groceries,71136169V,$89,$63.19,$5.34,$83.66,2019-11-26 +BE2612,Houston*,Furniture,17462463,$46,$30.82,$3.22,$42.78,2019-11-26 +BE2612,Houston,Education,57257690C,$75,$49.5,$6,$69,2019-11-26 +BE2612,Houston&,Electronics,55832214,$56,$36.4,$5.6,$50.4,2019-11-26 +BE8164,Houston*,Groceries,79785156M,$53,$33.39,$1.59,$51.41,2019-11-26 +BE8164,Houston,Kitchen,38188171R,$43,$30.96,$3.87,$39.13,2019-11-26 +BE8164,Houston,Electronics,20975341P,$16,$11.2,$1.12,$14.88,2019-11-26 +BE8164,Houston,Groceries,39978942B,$65,$47.45,$6.5,$58.5,2019-11-26 +BE8164,"Houston""",Cosmetics,62808532,$99,$72.27,$7.92,$91.08,2019-11-26 +BE8164,Houston$,Electronics,23227539,$18,$13.14,$0.54,$17.46,2019-11-26 +BE8164,Houston,Furniture,83965454,$55,$34.65,$2.75,$52.25,2019-11-26 +BE8164,Houston,Fashion,53200988K,$55,$41.25,$3.3,$51.7,2019-11-26 +BE8164,Houston,Education,18596801Z,$45,$29.25,$2.25,$42.75,2019-11-26 +BE8164,Houston!,Furniture,89134521,$16,$10.56,$0.64,$15.36,2019-11-26 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+BE9225,Houston,Education,57189025],$92,$62.56,$5.52,$86.48,2019-11-26 +BE9225,Houston&,Groceries,56735839,$20,$14,$0.4,$19.6,2019-11-26 +BE9225,Houston,Kitchen,27968139,$10,$6.7,$0.4,$9.6,2019-11-26 +BE9225,Houston,Education,61289672,$91,$68.25,$1.82,$89.18,2019-11-26 +BE9225,Houston,Kitchen,21060485,$29,$17.98,$2.61,$26.39,2019-11-26 +BE9225,Houston ,Fashion,93622436,$24,$15.36,$1.2,$22.8,2019-11-26 +BE9225,Houston,Groceries,69669494P,$79,$48.19,$4.74,$74.26,2019-11-26 +BE9225,Houston+,Groceries,37575683Q,$43,$28.38,$3.01,$39.99,2019-11-26 +BE9225,Houston,Kitchen,61632995Y,$19,$12.54,$1.14,$17.86,2019-11-26 +BE9225,Houston,Groceries,49160766Z,$30,$18.6,$1.8,$28.2,2019-11-26 +BE9225,Houston,Electronics,88384704,$65,$48.1,$3.9,$61.1,2019-11-26 +BE9225,Houston(,Groceries,62143859E,$63,$44.1,$2.52,$60.48,2019-11-26 +BE9225,Houston,Groceries,37149963R,$21,$12.81,$0.42,$20.58,2019-11-26 +BE9225,"Houston""",Cosmetics,18670959L,$89,$53.4,$4.45,$84.55,2019-11-26 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+BE4659,Houston,Fashion,16844482,$28,$21,$1.96,$26.04,2019-11-26 +BE4659,Houston),Electronics,69293212G,$66,$46.2,$3.96,$62.04,2019-11-26 +BE4659,Houston#,Groceries,38718261,$97,$70.81,$5.82,$91.18,2019-11-26 +BE4659,Houston(,Fashion,25545654,$95,$64.6,$3.8,$91.2,2019-11-26 +BE4659,Houston,Electronics,89356994O,$53,$37.63,$5.3,$47.7,2019-11-26 +BE4659,Houston,Groceries,91013183\,$17,$11.22,$0.85,$16.15,2019-11-26 +BE4659,"Houston""",Fashion,67996826Z,$31,$18.6,$1.55,$29.45,2019-11-26 +BE4659,Houston#,Groceries,65195312,$68,$44.88,$6.8,$61.2,2019-11-26 +BE4659,Houston*,Furniture,75659790P,$83,$56.44,$8.3,$74.7,2019-11-26 +BE4659,Houston,Fashion,89648132,$80,$51.2,$1.6,$78.4,2019-11-26 +BE4659,Houston,Groceries,38358459K,$93,$66.96,$5.58,$87.42,2019-11-26 +BE4659,Houston*,Electronics,47095336,$74,$50.32,$5.92,$68.08,2019-11-26 +BE4659,Houston,Education,31903991O,$14,$8.4,$0.56,$13.44,2019-11-26 +BE3513,Houston,Cosmetics,92411193,$91,$63.7,$8.19,$82.81,2019-11-26 +BE3513,Houston,Kitchen,52280883,$35,$21,$3.5,$31.5,2019-11-26 +BE3513,Houston',Fashion,82512512,$69,$42.09,$2.76,$66.24,2019-11-26 +BE3513,Houston(,Education,83943481,$88,$53.68,$4.4,$83.6,2019-11-26 +BE3513,Houston,Cosmetics,91216430E,$59,$41.3,$2.36,$56.64,2019-11-26 +BE3513,Houston,Groceries,17033996,$94,$62.98,$5.64,$88.36,2019-11-26 +BE3513,Houston+,Education,76766662U,$32,$21.76,$1.6,$30.4,2019-11-26 +BE3513,Houston,Furniture,66502685S,$25,$18,$0.5,$24.5,2019-11-26 +BE3513,Houston ,Fashion,81982421O,$98,$64.68,$1.96,$96.04,2019-11-26 +BE3513,Houston,Electronics,10499877,$67,$40.87,$6.7,$60.3,2019-11-26 +BE3513,Houston,Education,15344848P,$12,$8.28,$0.96,$11.04,2019-11-26 +BE3513,Houston',Kitchen,24589843,$53,$39.22,$1.06,$51.94,2019-11-26 +BE3513,Houston,Cosmetics,52077636,$26,$17.68,$0.78,$25.22,2019-11-26 +BE3513,Houston,Furniture,16429748`,$23,$16.1,$0.69,$22.31,2019-11-26 +BE3513,Houston*,Cosmetics,49278869W,$20,$14.8,$0.8,$19.2,2019-11-26 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+BE5386,Houston$,Groceries,80298767,$58,$43.5,$2.32,$55.68,2019-11-26 +BE5386,Houston+,Furniture,55277404J,$71,$51.83,$6.39,$64.61,2019-11-26 +BE5386,Houston,Kitchen,62998046,$91,$61.88,$1.82,$89.18,2019-11-26 +BE5386,Houston,Cosmetics,97085876,$19,$11.4,$0.95,$18.05,2019-11-26 +BE5386,Houston#,Cosmetics,65728149,$31,$22.94,$1.24,$29.76,2019-11-26 +BE5386,Houston,Electronics,22510681Z,$100,$62,$9,$91,2019-11-26 +BE5386,Houston,Cosmetics,88230895[,$53,$32.33,$1.59,$51.41,2019-11-26 +BE5386,Houston,Electronics,55593261,$33,$24.09,$2.31,$30.69,2019-11-26 +BE5386,Houston,Education,42420654,$68,$49.64,$6.8,$61.2,2019-11-26 +BE5386,Houston,Furniture,92861633,$71,$51.83,$3.55,$67.45,2019-11-26 +BE5386,Houston ,Electronics,14968566H,$19,$12.73,$0.38,$18.62,2019-11-26 +BE1512,Houston!,Fashion,45441894O,$73,$43.8,$2.19,$70.81,2019-11-26 +BE1512,Houston,Education,65574340[,$68,$46.24,$5.44,$62.56,2019-11-26 +BE1512,Houston#,Furniture,71072998,$13,$9.1,$1.04,$11.96,2019-11-26 +BE1512,Houston$,Education,35029602,$78,$56.16,$4.68,$73.32,2019-11-26 +BE1512,Houston,Furniture,51360778,$46,$31.74,$4.6,$41.4,2019-11-26 +BE1512,Houston*,Cosmetics,90227661,$25,$18.25,$2.25,$22.75,2019-11-26 +BE1512,Houston,Cosmetics,39844360^,$97,$64.99,$3.88,$93.12,2019-11-26 +BE1512,Houston,Kitchen,17272949K,$92,$60.72,$2.76,$89.24,2019-11-26 +BE1512,Houston,Education,64593811,$50,$36,$5,$45,2019-11-26 +BE1512,Houston,Kitchen,61904907,$22,$15.18,$1.32,$20.68,2019-11-26 +BE1512,Houston&,Fashion,23054504,$60,$39.6,$6,$54,2019-11-26 +BE1512,Houston,Electronics,30956420,$11,$7.26,$0.44,$10.56,2019-11-26 +BE1512,Houston#,Kitchen,57040710Z,$10,$6.9,$0.3,$9.7,2019-11-26 +BE1512,Houston+,Kitchen,30066528N,$46,$30.82,$2.3,$43.7,2019-11-26 +BE1512,Houston,Groceries,29110717T,$52,$39,$2.6,$49.4,2019-11-26 +BE1512,Houston$,Education,34178161,$11,$7.81,$0.55,$10.45,2019-11-26 +BE1512,Houston%,Furniture,16012268,$33,$21.78,$2.64,$30.36,2019-11-26 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+BE5613,Houston!,Kitchen,53681640,$30,$18.9,$2.7,$27.3,2019-11-26 +BE5613,Houston,Fashion,38751220[,$89,$54.29,$7.12,$81.88,2019-11-26 +BE5613,Houston,Groceries,99678649[,$16,$11.68,$1.44,$14.56,2019-11-26 +BE5613,Houston,Education,44222412[,$40,$29.6,$3.6,$36.4,2019-11-26 +BE5613,"Houston""",Fashion,70249023A,$11,$7.37,$0.44,$10.56,2019-11-26 +BE5613,Houston',Education,44502563\,$72,$43.92,$3.6,$68.4,2019-11-26 +BE5613,Houston,Fashion,21401062,$11,$6.6,$0.99,$10.01,2019-11-26 +BE5613,Houston#,Electronics,65675964,$43,$30.1,$1.29,$41.71,2019-11-26 +BE5613,Houston,Groceries,32813110Y,$68,$42.84,$6.12,$61.88,2019-11-26 +BE5613,Houston,Kitchen,43991699,$93,$55.8,$7.44,$85.56,2019-11-26 +BE5613,Houston,Cosmetics,75179138M,$22,$16.5,$0.66,$21.34,2019-11-26 +BE5613,Houston,Fashion,23378601,$55,$35.2,$1.65,$53.35,2019-11-26 +BE5613,Houston+,Electronics,74684753,$50,$34,$3,$47,2019-11-26 +BE5613,Houston,Education,38696289,$57,$42.75,$3.99,$53.01,2019-11-26 +BE5613,Houston),Education,24468994,$82,$59.04,$7.38,$74.62,2019-11-26 +BE5613,Houston,Furniture,19376831M,$39,$23.79,$2.73,$36.27,2019-11-26 +BE5613,Houston,Cosmetics,89579467,$93,$56.73,$9.3,$83.7,2019-11-26 +BE5613,Houston*,Electronics,94391479,$20,$12.6,$1.8,$18.2,2019-11-26 +BE5613,Houston(,Electronics,32321472,$95,$60.8,$8.55,$86.45,2019-11-26 +BE5613,"Houston""",Groceries,55181274C,$94,$69.56,$1.88,$92.12,2019-11-26 +BE5613,Houston*,Kitchen,14045715,$53,$36.04,$3.71,$49.29,2019-11-26 +BE5613,Houston),Fashion,20340881Z,$10,$6.2,$0.8,$9.2,2019-11-26 +BE5613,Houston,Electronics,63577575,$98,$58.8,$2.94,$95.06,2019-11-26 +BE5613,Houston,Cosmetics,83811645\,$29,$17.98,$1.45,$27.55,2019-11-26 +BE5613,Houston ,Fashion,52621459Z,$95,$63.65,$6.65,$88.35,2019-11-26 +BE5613,Houston),Electronics,85860595,$79,$48.98,$1.58,$77.42,2019-11-26 +BE5613,Houston(,Kitchen,86184692,$92,$62.56,$2.76,$89.24,2019-11-26 +BE5613,Houston),Furniture,23831787,$54,$38.34,$2.7,$51.3,2019-11-26 +BE5613,Houston),Cosmetics,41124267,$61,$40.87,$3.66,$57.34,2019-11-26 +BE5613,Houston,Groceries,76387634,$99,$60.39,$4.95,$94.05,2019-11-26 +BE5613,Houston,Education,82594909,$86,$58.48,$7.74,$78.26,2019-11-26 +BE9002,Houston,Furniture,46600952Q,$12,$7.44,$0.24,$11.76,2019-11-26 +BE9002,Houston,Furniture,41113281I,$64,$45.44,$5.76,$58.24,2019-11-26 +BE9002,Houston),Cosmetics,57351074,$53,$33.39,$1.06,$51.94,2019-11-26 +BE9002,Houston#,Education,11859436V,$32,$21.44,$2.88,$29.12,2019-11-26 +BE9002,Houston,Furniture,89310302,$49,$32.34,$3.92,$45.08,2019-11-26 +BE9002,Houston),Kitchen,74547424^,$31,$22.63,$1.24,$29.76,2019-11-26 +BE9002,Houston,Groceries,59924621N,$68,$44.88,$1.36,$66.64,2019-11-26 +BE9002,Houston,Education,87019653,$91,$58.24,$1.82,$89.18,2019-11-26 +BE9002,Houston&,Cosmetics,58287658,$100,$72,$5,$95,2019-11-26 +BE9002,Houston,Fashion,73196105,$89,$61.41,$6.23,$82.77,2019-11-26 +BE9002,Houston%,Furniture,95017700W,$48,$32.64,$1.92,$46.08,2019-11-26 +BE9002,Houston&,Electronics,27270507,$42,$25.62,$3.78,$38.22,2019-11-26 +BE9002,Houston%,Cosmetics,84289550,$95,$71.25,$9.5,$85.5,2019-11-26 +BE9002,Houston',Furniture,46765747],$75,$54,$6.75,$68.25,2019-11-26 +BE9002,Houston#,Cosmetics,40374450,$60,$40.8,$6,$54,2019-11-26 +BE9002,Houston(,Fashion,27948913,$60,$42.6,$4.2,$55.8,2019-11-26 +BE9002,Houston!,Fashion,94097595,$91,$63.7,$3.64,$87.36,2019-11-26 +BE9002,Houston,Education,93309326L,$99,$68.31,$9.9,$89.1,2019-11-26 +BE9002,Houston,Fashion,45507812,$75,$45.75,$3,$72,2019-11-26 +BE9002,Houston,Furniture,60748596,$52,$35.36,$4.68,$47.32,2019-11-26 +BE9002,Houston,Fashion,66799316,$36,$24.84,$1.08,$34.92,2019-11-26 +BE9002,Houston ,Fashion,93141784,$49,$29.4,$0.98,$48.02,2019-11-26 +BE9002,Houston,Education,67700195,$87,$52.2,$3.48,$83.52,2019-11-26 +BE9002,Houston,Furniture,37765197Y,$54,$38.34,$1.08,$52.92,2019-11-26 +BE9002,Houston',Kitchen,99458923K,$10,$6.2,$0.2,$9.8,2019-11-26 +BE9002,Houston,Furniture,89788208[,$40,$24.4,$4,$36,2019-11-26 +BE9002,Houston',Kitchen,98330078R,$14,$9.8,$0.7,$13.3,2019-11-26 +BE9002,Houston),Furniture,87747497R,$61,$43.92,$3.05,$57.95,2019-11-26 +BE9002,Houston,Education,27745666,$64,$47.36,$3.84,$60.16,2019-11-26 +BE9002,Houston*,Groceries,76783142\,$67,$44.22,$2.68,$64.32,2019-11-26 +BE9002,Houston+,Fashion,91815185,$96,$66.24,$1.92,$94.08,2019-11-26 +BE9002,Houston(,Groceries,31365661,$53,$37.1,$3.71,$49.29,2019-11-26 +BE9002,Houston,Kitchen,24284973C,$35,$24.15,$3.15,$31.85,2019-11-26 +BE9002,Houston(,Cosmetics,97563781_,$63,$41.58,$3.78,$59.22,2019-11-26 +BE9002,Houston,Electronics,84989929,$46,$34.04,$4.6,$41.4,2019-11-26 +BE9002,Houston+,Kitchen,78148193,$32,$23.68,$0.96,$31.04,2019-11-26 +BE9002,Houston,Fashion,22612304,$26,$16.64,$2.08,$23.92,2019-11-26 +BE9002,Houston,Electronics,43068847,$61,$42.09,$1.22,$59.78,2019-11-26 +BE9002,Houston%,Groceries,23090209K,$94,$58.28,$9.4,$84.6,2019-11-26 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York,Groceries,97239685T,$60,$36,$3.6,$56.4,2019-11-26 +YR5005,New York&,Kitchen,71526184,$85,$57.8,$2.55,$82.45,2019-11-26 +YR8558,New York,Furniture,34568176T,$98,$67.62,$9.8,$88.2,2019-11-26 +YR8558,New York,Kitchen,38341979,$41,$24.6,$3.69,$37.31,2019-11-26 +YR8558,New York ,Fashion,94424438D,$57,$42.75,$1.71,$55.29,2019-11-26 +YR8558,New York ,Fashion,74135437,$92,$60.72,$1.84,$90.16,2019-11-26 +YR8558,New York!,Cosmetics,95910339,$17,$10.54,$1.53,$15.47,2019-11-26 +YR8558,New York,Cosmetics,10107116A,$95,$68.4,$1.9,$93.1,2019-11-26 +YR8558,New York*,Cosmetics,64225769,$30,$21,$1.2,$28.8,2019-11-26 +YR8558,New York%,Groceries,22046508,$30,$20.4,$2.1,$27.9,2019-11-26 +YR8558,"New York""",Kitchen,31467285U,$30,$22.5,$0.9,$29.1,2019-11-26 +YR8558,New York',Fashion,29042053O,$91,$66.43,$5.46,$85.54,2019-11-26 +YR8558,New York*,Groceries,80161437V,$82,$49.2,$1.64,$80.36,2019-11-26 +YR8558,New York(,Electronics,40868835,$32,$24,$2.24,$29.76,2019-11-26 +YR8558,New 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York%,Cosmetics,16300659J,$85,$52.7,$5.95,$79.05,2019-11-26 +YR2955,New York#,Electronics,26160888A,$90,$64.8,$1.8,$88.2,2019-11-26 +YR2955,New York$,Education,95424194H,$96,$69.12,$2.88,$93.12,2019-11-26 +YR2955,New York%,Groceries,36636352_,$42,$28.14,$3.78,$38.22,2019-11-26 +YR2955,New York),Cosmetics,71817321,$15,$10.65,$1.5,$13.5,2019-11-26 +YR2955,New York%,Fashion,38649597,$22,$16.5,$0.88,$21.12,2019-11-26 +YR2955,"New York""",Furniture,88423156,$97,$66.93,$3.88,$93.12,2019-11-26 +YR2955,New York,Electronics,76373901D,$97,$64.99,$2.91,$94.09,2019-11-26 +YR2955,"New York""",Furniture,31687011,$67,$46.23,$1.34,$65.66,2019-11-26 +YR2955,New York,Cosmetics,89409179,$56,$39.2,$1.12,$54.88,2019-11-26 +YR2955,New York,Cosmetics,82891540Y,$69,$43.47,$2.07,$66.93,2019-11-26 +YR2955,New York),Education,69271240S,$19,$11.78,$0.95,$18.05,2019-11-26 +YR2955,New York$,Groceries,37641601,$84,$51.24,$1.68,$82.32,2019-11-26 +YR2955,New York,Electronics,75041809B,$55,$34.1,$4.95,$50.05,2019-11-26 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York,Kitchen,95687866A,$71,$51.83,$2.13,$68.87,2019-11-26 +YR2955,New York!,Education,55227966T,$57,$35.91,$1.14,$55.86,2019-11-26 +YR2955,New York,Fashion,41871337,$81,$53.46,$1.62,$79.38,2019-11-26 +YR2955,"New York""",Electronics,68304443,$45,$30.6,$4.5,$40.5,2019-11-26 +YR1393,New York#,Furniture,65623779,$56,$36.4,$1.68,$54.32,2019-11-26 +YR1393,New York,Cosmetics,81510009_,$39,$23.79,$1.95,$37.05,2019-11-26 +YR1393,New York,Fashion,97341308,$29,$20.59,$2.61,$26.39,2019-11-26 +YR1393,New York),Fashion,11711120,$71,$44.73,$3.55,$67.45,2019-11-26 +YR1393,New York(,Groceries,35801391H,$82,$54.12,$5.74,$76.26,2019-11-26 +YR1393,New York,Education,80499267A,$10,$7.2,$0.6,$9.4,2019-11-26 +YR1393,New York,Groceries,93262634,$93,$68.82,$8.37,$84.63,2019-11-26 +YR1393,New York),Fashion,43305053^,$67,$47.57,$4.69,$62.31,2019-11-26 +YR1393,New York,Furniture,78930969,$24,$17.52,$2.4,$21.6,2019-11-26 +YR1393,New York,Cosmetics,49484863F,$43,$29.24,$3.01,$39.99,2019-11-26 +YR1393,New York,Fashion,13109130R,$97,$72.75,$3.88,$93.12,2019-11-26 +YR1393,New York,Furniture,61630249R,$20,$15,$1.8,$18.2,2019-11-26 +YR1393,New York,Furniture,11845703U,$39,$26.91,$0.78,$38.22,2019-11-26 +YR1393,New York,Electronics,43445129,$59,$40.71,$2.95,$56.05,2019-11-26 +YR1393,New York,Groceries,39484558,$68,$41.48,$4.76,$63.24,2019-11-26 +YR1393,New York',Fashion,56543579N,$87,$52.2,$7.83,$79.17,2019-11-26 +YR1393,New York*,Education,59053955,$96,$62.4,$2.88,$93.12,2019-11-26 +YR1393,New York(,Electronics,46839904,$45,$27,$4.05,$40.95,2019-11-26 +YR1393,New York,Electronics,56104125,$52,$32.76,$3.12,$48.88,2019-11-26 +YR1393,New York,Cosmetics,10585021,$40,$26,$2,$38,2019-11-26 +YR1393,New York),Fashion,66645507J,$62,$38.44,$2.48,$59.52,2019-11-26 +YR1393,New York,Furniture,12293395,$40,$29.2,$2,$38,2019-11-26 +YR1393,New York',Cosmetics,41140747,$57,$34.77,$4.56,$52.44,2019-11-26 +YR1393,New York,Education,77189636N,$82,$59.86,$3.28,$78.72,2019-11-26 +YR1393,New York#,Groceries,66475219,$32,$21.12,$0.96,$31.04,2019-11-26 +YR1393,New York%,Cosmetics,26638793,$13,$9.62,$1.17,$11.83,2019-11-26 +YR1393,New York$,Groceries,51684875,$57,$38.76,$1.71,$55.29,2019-11-26 +YR1393,New York,Electronics,93776245N,$78,$54.6,$7.02,$70.98,2019-11-26 +YR1393,New York,Cosmetics,58510131,$94,$64.86,$9.4,$84.6,2019-11-26 +BE7565,Houston,Groceries,82342224P,$20,$12.2,$1.4,$18.6,2019-11-26 +BE7565,Houston,Fashion,14369812,$90,$59.4,$1.8,$88.2,2019-11-26 +BE7565,Houston,Kitchen,48836669P,$17,$12.07,$1.02,$15.98,2019-11-26 +BE7565,"Houston""",Groceries,23191833,$27,$17.01,$1.08,$25.92,2019-11-26 +BE7565,Houston&,Kitchen,29470520U,$95,$65.55,$6.65,$88.35,2019-11-26 +BE7565,Houston),Cosmetics,91864624Z,$59,$40.12,$4.13,$54.87,2019-11-26 +BE7565,Houston$,Electronics,39674072,$48,$32.16,$3.36,$44.64,2019-11-26 +BE7565,"Houston""",Cosmetics,18294677C,$60,$37.2,$3.6,$56.4,2019-11-26 +BE7565,Houston%,Cosmetics,51344299[,$56,$33.6,$5.6,$50.4,2019-11-26 +BE7565,Houston,Groceries,92971496_,$90,$54,$5.4,$84.6,2019-11-26 +BE7565,Houston!,Cosmetics,80469055Y,$10,$6.1,$0.7,$9.3,2019-11-26 +BE7565,Houston,Kitchen,16163330_,$87,$57.42,$5.22,$81.78,2019-11-26 +BE7565,Houston,Fashion,45354003,$24,$16.8,$1.68,$22.32,2019-11-26 +BE7565,Houston,Kitchen,90928039,$81,$57.51,$1.62,$79.38,2019-11-26 +BE7565,Houston%,Cosmetics,53220214,$50,$30,$2.5,$47.5,2019-11-26 +BE7565,Houston,Education,43939514,$92,$68.08,$9.2,$82.8,2019-11-26 +BE7565,Houston,Cosmetics,46090087E,$44,$26.84,$1.32,$42.68,2019-11-26 +BE7565,Houston),Fashion,71765136,$28,$18.76,$2.8,$25.2,2019-11-26 +BE7565,Houston,Education,47367248C,$100,$70,$8,$92,2019-11-26 +BE7565,Houston,Kitchen,98689880R,$73,$43.8,$3.65,$69.35,2019-11-26 +BE7565,Houston,Electronics,34060058,$96,$67.2,$9.6,$86.4,2019-11-26 +BE7565,Houston',Kitchen,45356750,$39,$28.08,$2.73,$36.27,2019-11-26 +BE7565,Houston!,Cosmetics,78557434E,$28,$18.48,$1.12,$26.88,2019-11-26 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+BE3513,Houston,Kitchen,52280883,$35,$21,$3.5,$31.5,2019-11-26 +BE3513,Houston',Fashion,82512512,$69,$42.09,$2.76,$66.24,2019-11-26 +BE3513,Houston(,Education,83943481,$88,$53.68,$4.4,$83.6,2019-11-26 +BE3513,Houston,Cosmetics,91216430E,$59,$41.3,$2.36,$56.64,2019-11-26 +BE3513,Houston,Groceries,17033996,$94,$62.98,$5.64,$88.36,2019-11-26 +BE3513,Houston+,Education,76766662U,$32,$21.76,$1.6,$30.4,2019-11-26 +BE3513,Houston,Furniture,66502685S,$25,$18,$0.5,$24.5,2019-11-26 +BE3513,Houston ,Fashion,81982421O,$98,$64.68,$1.96,$96.04,2019-11-26 +BE3513,Houston,Electronics,10499877,$67,$40.87,$6.7,$60.3,2019-11-26 +BE3513,Houston,Education,15344848P,$12,$8.28,$0.96,$11.04,2019-11-26 +BE3513,Houston',Kitchen,24589843,$53,$39.22,$1.06,$51.94,2019-11-26 +BE3513,Houston,Cosmetics,52077636,$26,$17.68,$0.78,$25.22,2019-11-26 +BE3513,Houston,Furniture,16429748`,$23,$16.1,$0.69,$22.31,2019-11-26 +BE3513,Houston*,Cosmetics,49278869W,$20,$14.8,$0.8,$19.2,2019-11-26 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+BE5386,Houston$,Groceries,80298767,$58,$43.5,$2.32,$55.68,2019-11-26 +BE5386,Houston+,Furniture,55277404J,$71,$51.83,$6.39,$64.61,2019-11-26 +BE5386,Houston,Kitchen,62998046,$91,$61.88,$1.82,$89.18,2019-11-26 +BE5386,Houston,Cosmetics,97085876,$19,$11.4,$0.95,$18.05,2019-11-26 +BE5386,Houston#,Cosmetics,65728149,$31,$22.94,$1.24,$29.76,2019-11-26 +BE5386,Houston,Electronics,22510681Z,$100,$62,$9,$91,2019-11-26 +BE5386,Houston,Cosmetics,88230895[,$53,$32.33,$1.59,$51.41,2019-11-26 +BE5386,Houston,Electronics,55593261,$33,$24.09,$2.31,$30.69,2019-11-26 +BE5386,Houston,Education,42420654,$68,$49.64,$6.8,$61.2,2019-11-26 +BE5386,Houston,Furniture,92861633,$71,$51.83,$3.55,$67.45,2019-11-26 +BE5386,Houston ,Electronics,14968566H,$19,$12.73,$0.38,$18.62,2019-11-26 +BE1512,Houston!,Fashion,45441894O,$73,$43.8,$2.19,$70.81,2019-11-26 +BE1512,Houston,Education,65574340[,$68,$46.24,$5.44,$62.56,2019-11-26 +BE1512,Houston#,Furniture,71072998,$13,$9.1,$1.04,$11.96,2019-11-26 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York#,Groceries,66475219,$32,$21.12,$0.96,$31.04,2019-11-26 +YR1393,New York%,Cosmetics,26638793,$13,$9.62,$1.17,$11.83,2019-11-26 +YR1393,New York$,Groceries,51684875,$57,$38.76,$1.71,$55.29,2019-11-26 +YR1393,New York,Electronics,93776245N,$78,$54.6,$7.02,$70.98,2019-11-26 +YR1393,New York,Cosmetics,58510131,$94,$64.86,$9.4,$84.6,2019-11-26 +BE7565,Houston,Groceries,82342224P,$20,$12.2,$1.4,$18.6,2019-11-26 +BE7565,Houston,Fashion,14369812,$90,$59.4,$1.8,$88.2,2019-11-26 +BE7565,Houston,Kitchen,48836669P,$17,$12.07,$1.02,$15.98,2019-11-26 +BE7565,"Houston""",Groceries,23191833,$27,$17.01,$1.08,$25.92,2019-11-26 +BE7565,Houston&,Kitchen,29470520U,$95,$65.55,$6.65,$88.35,2019-11-26 +BE7565,Houston),Cosmetics,91864624Z,$59,$40.12,$4.13,$54.87,2019-11-26 +BE7565,Houston$,Electronics,39674072,$48,$32.16,$3.36,$44.64,2019-11-26 +BE7565,"Houston""",Cosmetics,18294677C,$60,$37.2,$3.6,$56.4,2019-11-26 +BE7565,Houston%,Cosmetics,51344299[,$56,$33.6,$5.6,$50.4,2019-11-26 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+BE2612,Houston,Electronics,62706909N,$33,$23.43,$1.32,$31.68,2019-11-26 +BE2612,Houston#,Education,90186462Y,$75,$50.25,$3.75,$71.25,2019-11-26 +BE2612,Houston',Kitchen,96830444\,$92,$68.08,$3.68,$88.32,2019-11-26 +BE2612,Houston&,Fashion,82737731,$15,$10.95,$1.05,$13.95,2019-11-26 +BE2612,Houston,Groceries,37438354,$37,$25.9,$1.11,$35.89,2019-11-26 +BE2612,Houston,Kitchen,11930847,$76,$56.24,$7.6,$68.4,2019-11-26 +BE2612,"Houston""",Kitchen,11505126B,$50,$31,$1.5,$48.5,2019-11-26 +BE2612,Houston+,Education,32780151,$76,$45.6,$5.32,$70.68,2019-11-26 +BE2612,Houston,Fashion,27078247^,$88,$60.72,$7.04,$80.96,2019-11-26 +BE2612,Houston),Furniture,98670654,$78,$58.5,$5.46,$72.54,2019-11-26 +BE2612,Houston#,Education,14111633[,$12,$8.88,$0.96,$11.04,2019-11-26 +BE2612,"Houston""",Fashion,76099243,$72,$53.28,$4.32,$67.68,2019-11-26 +BE2612,Houston%,Kitchen,11691894,$76,$47.12,$5.32,$70.68,2019-11-26 +BE2612,Houston,Education,23680725,$70,$42.7,$2.8,$67.2,2019-11-26 +BE2612,Houston,Groceries,71136169V,$89,$63.19,$5.34,$83.66,2019-11-26 +BE2612,Houston*,Furniture,17462463,$46,$30.82,$3.22,$42.78,2019-11-26 +BE2612,Houston,Education,57257690C,$75,$49.5,$6,$69,2019-11-26 +BE2612,Houston&,Electronics,55832214,$56,$36.4,$5.6,$50.4,2019-11-26 +BE8164,Houston*,Groceries,79785156M,$53,$33.39,$1.59,$51.41,2019-11-26 +BE8164,Houston,Kitchen,38188171R,$43,$30.96,$3.87,$39.13,2019-11-26 +BE8164,Houston,Electronics,20975341P,$16,$11.2,$1.12,$14.88,2019-11-26 +BE8164,Houston,Groceries,39978942B,$65,$47.45,$6.5,$58.5,2019-11-26 +BE8164,"Houston""",Cosmetics,62808532,$99,$72.27,$7.92,$91.08,2019-11-26 +BE8164,Houston$,Electronics,23227539,$18,$13.14,$0.54,$17.46,2019-11-26 +BE8164,Houston,Furniture,83965454,$55,$34.65,$2.75,$52.25,2019-11-26 +BE8164,Houston,Fashion,53200988K,$55,$41.25,$3.3,$51.7,2019-11-26 +BE8164,Houston,Education,18596801Z,$45,$29.25,$2.25,$42.75,2019-11-26 +BE8164,Houston!,Furniture,89134521,$16,$10.56,$0.64,$15.36,2019-11-26 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+BE5386,Houston$,Groceries,80298767,$58,$43.5,$2.32,$55.68,2019-11-26 +BE5386,Houston+,Furniture,55277404J,$71,$51.83,$6.39,$64.61,2019-11-26 +BE5386,Houston,Kitchen,62998046,$91,$61.88,$1.82,$89.18,2019-11-26 +BE5386,Houston,Cosmetics,97085876,$19,$11.4,$0.95,$18.05,2019-11-26 +BE5386,Houston#,Cosmetics,65728149,$31,$22.94,$1.24,$29.76,2019-11-26 +BE5386,Houston,Electronics,22510681Z,$100,$62,$9,$91,2019-11-26 +BE5386,Houston,Cosmetics,88230895[,$53,$32.33,$1.59,$51.41,2019-11-26 +BE5386,Houston,Electronics,55593261,$33,$24.09,$2.31,$30.69,2019-11-26 +BE5386,Houston,Education,42420654,$68,$49.64,$6.8,$61.2,2019-11-26 +BE5386,Houston,Furniture,92861633,$71,$51.83,$3.55,$67.45,2019-11-26 +BE5386,Houston ,Electronics,14968566H,$19,$12.73,$0.38,$18.62,2019-11-26 +BE1512,Houston!,Fashion,45441894O,$73,$43.8,$2.19,$70.81,2019-11-26 +BE1512,Houston,Education,65574340[,$68,$46.24,$5.44,$62.56,2019-11-26 +BE1512,Houston#,Furniture,71072998,$13,$9.1,$1.04,$11.96,2019-11-26 +BE1512,Houston$,Education,35029602,$78,$56.16,$4.68,$73.32,2019-11-26 +BE1512,Houston,Furniture,51360778,$46,$31.74,$4.6,$41.4,2019-11-26 +BE1512,Houston*,Cosmetics,90227661,$25,$18.25,$2.25,$22.75,2019-11-26 +BE1512,Houston,Cosmetics,39844360^,$97,$64.99,$3.88,$93.12,2019-11-26 +BE1512,Houston,Kitchen,17272949K,$92,$60.72,$2.76,$89.24,2019-11-26 +BE1512,Houston,Education,64593811,$50,$36,$5,$45,2019-11-26 +BE1512,Houston,Kitchen,61904907,$22,$15.18,$1.32,$20.68,2019-11-26 +BE1512,Houston&,Fashion,23054504,$60,$39.6,$6,$54,2019-11-26 +BE1512,Houston,Electronics,30956420,$11,$7.26,$0.44,$10.56,2019-11-26 +BE1512,Houston#,Kitchen,57040710Z,$10,$6.9,$0.3,$9.7,2019-11-26 +BE1512,Houston+,Kitchen,30066528N,$46,$30.82,$2.3,$43.7,2019-11-26 +BE1512,Houston,Groceries,29110717T,$52,$39,$2.6,$49.4,2019-11-26 +BE1512,Houston$,Education,34178161,$11,$7.81,$0.55,$10.45,2019-11-26 +BE1512,Houston%,Furniture,16012268,$33,$21.78,$2.64,$30.36,2019-11-26 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+BE5613,Houston,Kitchen,98382263O,$56,$35.28,$2.8,$53.2,2019-11-26 +BE5613,Houston,Kitchen,93059387,$84,$54.6,$1.68,$82.32,2019-11-26 +BE5613,Houston,Groceries,64137878^,$51,$36.21,$2.04,$48.96,2019-11-26 +BE5613,Houston',Cosmetics,75365905N,$48,$28.8,$3.36,$44.64,2019-11-26 +BE5613,Houston&,Furniture,35065307,$69,$46.23,$3.45,$65.55,2019-11-26 +BE5613,Houston),Electronics,48581237I,$79,$52.93,$4.74,$74.26,2019-11-26 +BE5613,Houston,Electronics,48443908_,$21,$14.07,$0.63,$20.37,2019-11-26 +BE5613,Houston ,Cosmetics,20121154,$41,$25.42,$3.69,$37.31,2019-11-26 +BE5613,Houston,Furniture,21774597,$57,$34.2,$3.99,$53.01,2019-11-26 +BE5613,Houston,Fashion,58696899G,$92,$65.32,$8.28,$83.72,2019-11-26 +BE5613,Houston(,Kitchen,57570800,$91,$55.51,$1.82,$89.18,2019-11-26 +BE5613,Houston),Education,82919006,$62,$42.78,$6.2,$55.8,2019-11-26 +BE5613,Houston',Kitchen,86780700,$39,$23.79,$1.56,$37.44,2019-11-26 +BE5613,Houston,Cosmetics,66016540,$21,$14.28,$1.05,$19.95,2019-11-26 +BE5613,Houston!,Kitchen,53681640,$30,$18.9,$2.7,$27.3,2019-11-26 +BE5613,Houston,Fashion,38751220[,$89,$54.29,$7.12,$81.88,2019-11-26 +BE5613,Houston,Groceries,99678649[,$16,$11.68,$1.44,$14.56,2019-11-26 +BE5613,Houston,Education,44222412[,$40,$29.6,$3.6,$36.4,2019-11-26 +BE5613,"Houston""",Fashion,70249023A,$11,$7.37,$0.44,$10.56,2019-11-26 +BE5613,Houston',Education,44502563\,$72,$43.92,$3.6,$68.4,2019-11-26 +BE5613,Houston,Fashion,21401062,$11,$6.6,$0.99,$10.01,2019-11-26 +BE5613,Houston#,Electronics,65675964,$43,$30.1,$1.29,$41.71,2019-11-26 +BE5613,Houston,Groceries,32813110Y,$68,$42.84,$6.12,$61.88,2019-11-26 +BE5613,Houston,Kitchen,43991699,$93,$55.8,$7.44,$85.56,2019-11-26 +BE5613,Houston,Cosmetics,75179138M,$22,$16.5,$0.66,$21.34,2019-11-26 +BE5613,Houston,Fashion,23378601,$55,$35.2,$1.65,$53.35,2019-11-26 +BE5613,Houston+,Electronics,74684753,$50,$34,$3,$47,2019-11-26 +BE5613,Houston,Education,38696289,$57,$42.75,$3.99,$53.01,2019-11-26 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+BE5613,Houston),Cosmetics,41124267,$61,$40.87,$3.66,$57.34,2019-11-26 +BE5613,Houston,Groceries,76387634,$99,$60.39,$4.95,$94.05,2019-11-26 +BE5613,Houston,Education,82594909,$86,$58.48,$7.74,$78.26,2019-11-26 +BE9002,Houston,Furniture,46600952Q,$12,$7.44,$0.24,$11.76,2019-11-26 +BE9002,Houston,Furniture,41113281I,$64,$45.44,$5.76,$58.24,2019-11-26 +BE9002,Houston),Cosmetics,57351074,$53,$33.39,$1.06,$51.94,2019-11-26 +BE9002,Houston#,Education,11859436V,$32,$21.44,$2.88,$29.12,2019-11-26 +BE9002,Houston,Furniture,89310302,$49,$32.34,$3.92,$45.08,2019-11-26 +BE9002,Houston),Kitchen,74547424^,$31,$22.63,$1.24,$29.76,2019-11-26 +BE9002,Houston,Groceries,59924621N,$68,$44.88,$1.36,$66.64,2019-11-26 +BE9002,Houston,Education,87019653,$91,$58.24,$1.82,$89.18,2019-11-26 +BE9002,Houston&,Cosmetics,58287658,$100,$72,$5,$95,2019-11-26 +BE9002,Houston,Fashion,73196105,$89,$61.41,$6.23,$82.77,2019-11-26 +BE9002,Houston%,Furniture,95017700W,$48,$32.64,$1.92,$46.08,2019-11-26 +BE9002,Houston&,Electronics,27270507,$42,$25.62,$3.78,$38.22,2019-11-26 +BE9002,Houston%,Cosmetics,84289550,$95,$71.25,$9.5,$85.5,2019-11-26 +BE9002,Houston',Furniture,46765747],$75,$54,$6.75,$68.25,2019-11-26 +BE9002,Houston#,Cosmetics,40374450,$60,$40.8,$6,$54,2019-11-26 +BE9002,Houston(,Fashion,27948913,$60,$42.6,$4.2,$55.8,2019-11-26 +BE9002,Houston!,Fashion,94097595,$91,$63.7,$3.64,$87.36,2019-11-26 +BE9002,Houston,Education,93309326L,$99,$68.31,$9.9,$89.1,2019-11-26 +BE9002,Houston,Fashion,45507812,$75,$45.75,$3,$72,2019-11-26 +BE9002,Houston,Furniture,60748596,$52,$35.36,$4.68,$47.32,2019-11-26 +BE9002,Houston,Fashion,66799316,$36,$24.84,$1.08,$34.92,2019-11-26 +BE9002,Houston ,Fashion,93141784,$49,$29.4,$0.98,$48.02,2019-11-26 +BE9002,Houston,Education,67700195,$87,$52.2,$3.48,$83.52,2019-11-26 +BE9002,Houston,Furniture,37765197Y,$54,$38.34,$1.08,$52.92,2019-11-26 +BE9002,Houston',Kitchen,99458923K,$10,$6.2,$0.2,$9.8,2019-11-26 +BE9002,Houston,Furniture,89788208[,$40,$24.4,$4,$36,2019-11-26 +BE9002,Houston',Kitchen,98330078R,$14,$9.8,$0.7,$13.3,2019-11-26 +BE9002,Houston),Furniture,87747497R,$61,$43.92,$3.05,$57.95,2019-11-26 +BE9002,Houston,Education,27745666,$64,$47.36,$3.84,$60.16,2019-11-26 +BE9002,Houston*,Groceries,76783142\,$67,$44.22,$2.68,$64.32,2019-11-26 +BE9002,Houston+,Fashion,91815185,$96,$66.24,$1.92,$94.08,2019-11-26 +BE9002,Houston(,Groceries,31365661,$53,$37.1,$3.71,$49.29,2019-11-26 +BE9002,Houston,Kitchen,24284973C,$35,$24.15,$3.15,$31.85,2019-11-26 +BE9002,Houston(,Cosmetics,97563781_,$63,$41.58,$3.78,$59.22,2019-11-26 +BE9002,Houston,Electronics,84989929,$46,$34.04,$4.6,$41.4,2019-11-26 +BE9002,Houston+,Kitchen,78148193,$32,$23.68,$0.96,$31.04,2019-11-26 +BE9002,Houston,Fashion,22612304,$26,$16.64,$2.08,$23.92,2019-11-26 +BE9002,Houston,Electronics,43068847,$61,$42.09,$1.22,$59.78,2019-11-26 +BE9002,Houston%,Groceries,23090209K,$94,$58.28,$9.4,$84.6,2019-11-26 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York%,Cosmetics,16300659J,$85,$52.7,$5.95,$79.05,2019-11-26 +YR2955,New York#,Electronics,26160888A,$90,$64.8,$1.8,$88.2,2019-11-26 +YR2955,New York$,Education,95424194H,$96,$69.12,$2.88,$93.12,2019-11-26 +YR2955,New York%,Groceries,36636352_,$42,$28.14,$3.78,$38.22,2019-11-26 +YR2955,New York),Cosmetics,71817321,$15,$10.65,$1.5,$13.5,2019-11-26 +YR2955,New York%,Fashion,38649597,$22,$16.5,$0.88,$21.12,2019-11-26 +YR2955,"New York""",Furniture,88423156,$97,$66.93,$3.88,$93.12,2019-11-26 +YR2955,New York,Electronics,76373901D,$97,$64.99,$2.91,$94.09,2019-11-26 +YR2955,"New York""",Furniture,31687011,$67,$46.23,$1.34,$65.66,2019-11-26 +YR2955,New York,Cosmetics,89409179,$56,$39.2,$1.12,$54.88,2019-11-26 +YR2955,New York,Cosmetics,82891540Y,$69,$43.47,$2.07,$66.93,2019-11-26 +YR2955,New York),Education,69271240S,$19,$11.78,$0.95,$18.05,2019-11-26 +YR2955,New York$,Groceries,37641601,$84,$51.24,$1.68,$82.32,2019-11-26 +YR2955,New York,Electronics,75041809B,$55,$34.1,$4.95,$50.05,2019-11-26 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York,Fashion,13109130R,$97,$72.75,$3.88,$93.12,2019-11-26 +YR1393,New York,Furniture,61630249R,$20,$15,$1.8,$18.2,2019-11-26 +YR1393,New York,Furniture,11845703U,$39,$26.91,$0.78,$38.22,2019-11-26 +YR1393,New York,Electronics,43445129,$59,$40.71,$2.95,$56.05,2019-11-26 +YR1393,New York,Groceries,39484558,$68,$41.48,$4.76,$63.24,2019-11-26 +YR1393,New York',Fashion,56543579N,$87,$52.2,$7.83,$79.17,2019-11-26 +YR1393,New York*,Education,59053955,$96,$62.4,$2.88,$93.12,2019-11-26 +YR1393,New York(,Electronics,46839904,$45,$27,$4.05,$40.95,2019-11-26 +YR1393,New York,Electronics,56104125,$52,$32.76,$3.12,$48.88,2019-11-26 +YR1393,New York,Cosmetics,10585021,$40,$26,$2,$38,2019-11-26 +YR1393,New York),Fashion,66645507J,$62,$38.44,$2.48,$59.52,2019-11-26 +YR1393,New York,Furniture,12293395,$40,$29.2,$2,$38,2019-11-26 +YR1393,New York',Cosmetics,41140747,$57,$34.77,$4.56,$52.44,2019-11-26 +YR1393,New York,Education,77189636N,$82,$59.86,$3.28,$78.72,2019-11-26 +YR1393,New York#,Groceries,66475219,$32,$21.12,$0.96,$31.04,2019-11-26 +YR1393,New York%,Cosmetics,26638793,$13,$9.62,$1.17,$11.83,2019-11-26 +YR1393,New York$,Groceries,51684875,$57,$38.76,$1.71,$55.29,2019-11-26 +YR1393,New York,Electronics,93776245N,$78,$54.6,$7.02,$70.98,2019-11-26 +YR1393,New York,Cosmetics,58510131,$94,$64.86,$9.4,$84.6,2019-11-26 +BE7565,Houston,Groceries,82342224P,$20,$12.2,$1.4,$18.6,2019-11-26 +BE7565,Houston,Fashion,14369812,$90,$59.4,$1.8,$88.2,2019-11-26 +BE7565,Houston,Kitchen,48836669P,$17,$12.07,$1.02,$15.98,2019-11-26 +BE7565,"Houston""",Groceries,23191833,$27,$17.01,$1.08,$25.92,2019-11-26 +BE7565,Houston&,Kitchen,29470520U,$95,$65.55,$6.65,$88.35,2019-11-26 +BE7565,Houston),Cosmetics,91864624Z,$59,$40.12,$4.13,$54.87,2019-11-26 +BE7565,Houston$,Electronics,39674072,$48,$32.16,$3.36,$44.64,2019-11-26 +BE7565,"Houston""",Cosmetics,18294677C,$60,$37.2,$3.6,$56.4,2019-11-26 +BE7565,Houston%,Cosmetics,51344299[,$56,$33.6,$5.6,$50.4,2019-11-26 +BE7565,Houston,Groceries,92971496_,$90,$54,$5.4,$84.6,2019-11-26 +BE7565,Houston!,Cosmetics,80469055Y,$10,$6.1,$0.7,$9.3,2019-11-26 +BE7565,Houston,Kitchen,16163330_,$87,$57.42,$5.22,$81.78,2019-11-26 +BE7565,Houston,Fashion,45354003,$24,$16.8,$1.68,$22.32,2019-11-26 +BE7565,Houston,Kitchen,90928039,$81,$57.51,$1.62,$79.38,2019-11-26 +BE7565,Houston%,Cosmetics,53220214,$50,$30,$2.5,$47.5,2019-11-26 +BE7565,Houston,Education,43939514,$92,$68.08,$9.2,$82.8,2019-11-26 +BE7565,Houston,Cosmetics,46090087E,$44,$26.84,$1.32,$42.68,2019-11-26 +BE7565,Houston),Fashion,71765136,$28,$18.76,$2.8,$25.2,2019-11-26 +BE7565,Houston,Education,47367248C,$100,$70,$8,$92,2019-11-26 +BE7565,Houston,Kitchen,98689880R,$73,$43.8,$3.65,$69.35,2019-11-26 +BE7565,Houston,Electronics,34060058,$96,$67.2,$9.6,$86.4,2019-11-26 +BE7565,Houston',Kitchen,45356750,$39,$28.08,$2.73,$36.27,2019-11-26 +BE7565,Houston!,Cosmetics,78557434E,$28,$18.48,$1.12,$26.88,2019-11-26 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+BE3684,Houston,Cosmetics,15787048X,$87,$61.77,$4.35,$82.65,2019-11-26 +BE3684,Houston!,Kitchen,16264953,$63,$42.84,$6.3,$56.7,2019-11-26 +BE3684,Houston,Education,34483032G,$28,$17.08,$2.24,$25.76,2019-11-26 +BE3684,Houston#,Fashion,65519409,$81,$59.13,$1.62,$79.38,2019-11-26 +BE3684,Houston!,Groceries,99662170T,$79,$51.35,$7.9,$71.1,2019-11-26 +BE3684,Houston(,Kitchen,10703125,$42,$27.3,$1.26,$40.74,2019-11-26 +BE3684,Houston',Groceries,16215515,$75,$52.5,$4.5,$70.5,2019-11-26 +BE3684,Houston,Furniture,33821105P,$97,$59.17,$1.94,$95.06,2019-11-26 +BE3684,Houston,Kitchen,48493347,$33,$19.8,$2.64,$30.36,2019-11-26 +BE3684,Houston,Furniture,10395507,$65,$47.45,$3.9,$61.1,2019-11-26 +BE3684,Houston*,Fashion,57568054M,$42,$29.4,$3.36,$38.64,2019-11-26 +BE3684,Houston,Cosmetics,81663818,$15,$9.15,$0.9,$14.1,2019-11-26 +BE3684,Houston&,Kitchen,42643127G,$66,$43.56,$2.64,$63.36,2019-11-26 +BE3684,Houston!,Fashion,64684448,$10,$6.6,$0.2,$9.8,2019-11-26 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+BE9002,Houston&,Electronics,27270507,$42,$25.62,$3.78,$38.22,2019-11-26 +BE9002,Houston%,Cosmetics,84289550,$95,$71.25,$9.5,$85.5,2019-11-26 +BE9002,Houston',Furniture,46765747],$75,$54,$6.75,$68.25,2019-11-26 +BE9002,Houston#,Cosmetics,40374450,$60,$40.8,$6,$54,2019-11-26 +BE9002,Houston(,Fashion,27948913,$60,$42.6,$4.2,$55.8,2019-11-26 +BE9002,Houston!,Fashion,94097595,$91,$63.7,$3.64,$87.36,2019-11-26 +BE9002,Houston,Education,93309326L,$99,$68.31,$9.9,$89.1,2019-11-26 +BE9002,Houston,Fashion,45507812,$75,$45.75,$3,$72,2019-11-26 +BE9002,Houston,Furniture,60748596,$52,$35.36,$4.68,$47.32,2019-11-26 +BE9002,Houston,Fashion,66799316,$36,$24.84,$1.08,$34.92,2019-11-26 +BE9002,Houston ,Fashion,93141784,$49,$29.4,$0.98,$48.02,2019-11-26 +BE9002,Houston,Education,67700195,$87,$52.2,$3.48,$83.52,2019-11-26 +BE9002,Houston,Furniture,37765197Y,$54,$38.34,$1.08,$52.92,2019-11-26 +BE9002,Houston',Kitchen,99458923K,$10,$6.2,$0.2,$9.8,2019-11-26 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