diff --git a/.gitignore b/.gitignore
index 038b4f9..a854c9f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,7 @@
 data/facebook_auth.csv
 data/facebook_auth_ingmar.csv
 data/facebook_auth_koustuv.csv
+data/facebook_auth_tim.csv
 data/spec_data.tsv
 data/query_results/
 data/all_FB_interests_2016/
diff --git a/package-list.txt b/package-list.txt
new file mode 100644
index 0000000..02899b9
--- /dev/null
+++ b/package-list.txt
@@ -0,0 +1,234 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: win-64
+alabaster=0.7.10=py27h2cab13d_0
+anaconda=custom=py27h689e5c3_0
+anaconda-client=1.6.9=py27_0
+anaconda-project=0.8.2=py27he89e3ca_0
+asn1crypto=0.24.0=py27_0
+astroid=1.6.1=py27_0
+astropy=2.0.3=py27h0c8e037_0
+attrs=17.4.0=py27_0
+babel=2.5.3=py27_0
+backports=1.0=py27h6492d98_1
+backports.functools_lru_cache=1.4=py27h9586e20_1
+backports.shutil_get_terminal_size=1.0.0=py27h1657125_2
+backports.shutil_which=3.5.1=py27_2
+backports_abc=0.5=py27h0ec6b72_0
+beautifulsoup4=4.6.0=py27hc287451_1
+bitarray=0.8.1=py27h0c8e037_1
+bkcharts=0.2=py27h92b6de3_0
+blaze=0.11.3=py27h97e5449_0
+bleach=2.1.2=py27_0
+bokeh=0.12.13=py27h5a33001_0
+boto=2.48.0=py27h1ccb131_1
+bottleneck=1.2.1=py27hde90680_0
+bzip2=1.0.6=h8a7aa22_4
+ca-certificates=2018.03.07=0
+cdecimal=2.3=py27h0c8e037_3
+certifi=2018.4.16=py27_0
+cffi=1.11.4=py27h0c8e037_0
+chardet=3.0.4=py27h56c3b73_1
+click=6.7=py27hb6defca_0
+cloudpickle=0.5.2=py27_1
+clyent=1.2.2=py27h4424948_1
+colorama=0.3.9=py27hdfe4ae1_0
+comtypes=1.1.4=py27_0
+configparser=3.5.0=py27h2fa79a8_0
+console_shortcut=0.1.1=h6bb2dd7_3
+contextlib2=0.5.5=py27h42efda5_0
+cryptography=2.1.4=py27h0628b04_0
+curl=7.58.0=h7a46e7a_0
+cycler=0.10.0=py27h59acbbf_0
+cython=0.27.3=py27h566c365_0
+cytoolz=0.9.0=py27h0c8e037_0
+dask=0.16.1=py27_0
+dask-core=0.16.1=py27_0
+datashape=0.5.4=py27h3d6e61b_0
+decorator=4.2.1=py27_0
+distributed=1.20.2=py27_0
+docutils=0.14=py27h8652d09_0
+entrypoints=0.2.3=py27h0271f2b_2
+enum34=1.1.6=py27h2aa175b_1
+et_xmlfile=1.0.1=py27h1de5d23_0
+fastcache=1.0.2=py27h0c8e037_2
+filelock=2.0.13=py27h49e51d3_0
+flask=0.12.2=py27h30d9212_0
+flask-cors=3.0.3=py27h4926b05_0
+freetype=2.8=hea645e0_1
+funcsigs=1.0.2=py27h8885ae1_0
+functools32=3.2.3.2=py27h0cdbcdb_1
+futures=3.2.0=py27h8b2aecd_0
+get_terminal_size=1.0.0=h38e98db_0
+gevent=1.2.2=py27h1842022_0
+git=2.17.0=hb9891f8_1
+glob2=0.6=py27hd4eee8c_0
+greenlet=0.4.12=py27h32400d3_0
+grin=1.2.1=py27_4
+h5py=2.7.1=py27h2dd4c20_0
+hdf5=1.10.1=h79de857_2
+heapdict=1.0.0=py27_2
+html5lib=1.0.1=py27h5a33001_0
+icc_rt=2017.0.4=h97af966_0
+icu=58.2=h2aa20d9_1
+idna=2.6=py27h1ea29d3_1
+imageio=2.2.0=py27h283db88_0
+imagesize=0.7.1=py27h1482bd8_0
+intel-openmp=2018.0.0=hd92c6cd_8
+ipaddress=1.0.19=py27_0
+ipykernel=4.8.0=py27_0
+ipython=5.4.1=py27_2
+ipython_genutils=0.2.0=py27hbe997df_0
+ipywidgets=7.1.1=py27_0
+isort=4.2.15=py27hdc949c3_0
+itsdangerous=0.24=py27hcf63135_1
+jdcal=1.3=py27h8c72977_0
+jedi=0.11.1=py27_0
+jinja2=2.10=py27hba1794b_0
+jpeg=9b=ha175dff_2
+jsonschema=2.6.0=py27haaf3834_0
+jupyter=1.0.0=py27_4
+jupyter_client=5.2.2=py27_0
+jupyter_console=5.2.0=py27h6ed736b_1
+jupyter_core=4.4.0=py27h1619e65_0
+jupyterlab=0.31.4=py27_0
+jupyterlab_launcher=0.10.2=py27_0
+lazy-object-proxy=1.3.1=py27ha5c8080_0
+libcurl=7.58.0=h7a46e7a_0
+libiconv=1.15=hda2e4ec_7
+libpng=1.6.34=h325896a_0
+libssh2=1.8.0=h77a7533_4
+libtiff=4.0.9=hafacce9_0
+libxml2=2.9.7=h325896a_0
+libxslt=1.1.32=h89dfad8_0
+llvmlite=0.21.0=py27h831ec56_0
+locket=0.2.0=py27h1ca288a_1
+lxml=4.1.1=py27h31b8cb8_1
+lzo=2.10=h0bb7fe3_2
+markupsafe=1.0=py27h9d4480d_1
+matplotlib=2.1.2=py27ha51faf0_0
+mccabe=0.6.1=py27hde0bf6e_1
+menuinst=1.4.11=py27h0c8e037_0
+mistune=0.8.3=py27_0
+mkl=2018.0.1=h2108138_4
+mkl-service=1.1.2=py27h3c6b6b0_4
+mpmath=1.0.0=py27h0d59bc2_2
+msgpack-python=0.5.1=py27hdc96acc_0
+multipledispatch=0.4.9=py27h8ebb51e_0
+nbconvert=5.3.1=py27h7a573cf_0
+nbformat=4.4.0=py27hf49b375_0
+networkx=2.1=py27_0
+nltk=3.2.5=py27h88af825_0
+nose=1.3.7=py27h84c72c6_2
+notebook=5.4.0=py27_0
+numba=0.36.2=np114py27h719e94c_0
+numexpr=2.6.4=py27h20dc147_0
+numpy=1.14.0=py27hfef472a_1
+numpydoc=0.7.0=py27hf7b062b_0
+odo=0.5.1=py27h64810b2_0
+olefile=0.45.1=py27_0
+openpyxl=2.4.10=py27_0
+openssl=1.0.2o=h2c51139_0
+packaging=16.8=py27hae1a450_1
+pandas=0.22.0=py27hc56fc5f_0
+pandoc=1.19.2.1=hb2460c7_1
+pandocfilters=1.4.2=py27h76461d3_1
+parso=0.1.1=py27hd69ea77_0
+partd=0.3.8=py27h1e0692f_0
+path.py=10.5=py27he482d56_0
+pathlib2=2.3.0=py27h0ae272f_0
+patsy=0.5.0=py27_0
+pep8=1.7.1=py27_0
+pickleshare=0.7.4=py27hb5f6335_0
+pillow=5.0.0=py27h901f87c_0
+pip=9.0.1=py27hdaa76b4_4
+pkginfo=1.4.1=py27h6ce81e3_1
+pluggy=0.6.0=py27h89dc50b_0
+ply=3.10=py27h5fb8a85_0
+prompt_toolkit=1.0.15=py27h3a8ec6a_0
+psutil=5.4.3=py27h0c8e037_0
+py=1.5.2=py27ha24bda0_0
+pycodestyle=2.3.1=py27h24cd5d9_0
+pycosat=0.6.3=py27hcd410c5_0
+pycparser=2.18=py27hb43d16c_1
+pycrypto=2.6.1=py27h0c8e037_7
+pycurl=7.43.0.1=py27hc64555f_0
+pyflakes=1.6.0=py27h34e7826_0
+pygments=2.2.0=py27ha50f84f_0
+pylint=1.8.2=py27_0
+pyodbc=4.0.22=py27hc56fc5f_0
+pyopenssl=17.5.0=py27h59156d7_0
+pyparsing=2.2.0=py27hc7d9fa6_1
+pyqt=5.6.0=py27h224ed30_5
+pysocks=1.6.7=py27h59bdd1e_1
+pytables=3.4.2=py27h583b7c0_2
+pytest=3.3.2=py27_0
+python=2.7.14=h8c3f1cb_23
+python-dateutil=2.6.1=py27hbdcc174_1
+pytz=2017.3=py27hca431c1_0
+pywavelets=0.5.2=py27h0dc3f48_0
+pywin32=222=py27h0c8e037_0
+pywinpty=0.5=py27hc56fc5f_1
+pyyaml=3.12=py27ha287073_1
+pyzmq=16.0.3=py27he883654_0
+qt=5.6.2=vc9hc26998b_12
+qtawesome=0.4.4=py27h766b13d_0
+qtconsole=4.3.1=py27h77d40ac_0
+qtpy=1.3.1=py27h1ff2b4b_0
+requests=2.18.4=py27h3159eba_1
+rope=0.10.7=py27hb65afb6_0
+ruamel_yaml=0.15.35=py27h0c8e037_1
+scandir=1.6=py27h518bda0_0
+scikit-image=0.13.1=py27h0c8e037_1
+scikit-learn=0.19.1=py27he00e316_0
+scipy=1.0.0=py27h7cd1477_0
+seaborn=0.8.1=py27hab56d54_0
+send2trash=1.4.2=py27_0
+setuptools=38.4.0=py27_0
+simplegeneric=0.8.1=py27_2
+singledispatch=3.4.0.3=py27h3f9d112_0
+sip=4.18.1=py27h5ec1c1a_2
+six=1.11.0=py27ha5e1701_1
+snowballstemmer=1.2.1=py27h28d3bf7_0
+sortedcollections=0.5.3=py27h21b938c_0
+sortedcontainers=1.5.9=py27_0
+sphinx=1.6.6=py27_0
+sphinxcontrib=1.0=py27h0e2fb95_1
+sphinxcontrib-websupport=1.0.1=py27h0d0f901_1
+spyder=3.2.8=py27_0
+sqlalchemy=1.2.1=py27h0c8e037_0
+sqlite=3.22.0=h8b3e59e_0
+ssl_match_hostname=3.5.0.1=py27hea8a0f4_2
+statsmodels=0.8.0=py27hc77c1fc_0
+subprocess32=3.2.7=py27hcc576e2_0
+sympy=1.1.1=py27hde44fae_0
+tblib=1.3.2=py27h8ae915c_0
+terminado=0.8.1=py27_1
+testpath=0.3.1=py27h1cd488d_0
+tk=8.6.7=h144d9c4_3
+toolz=0.9.0=py27_0
+tornado=4.5.3=py27_0
+traitlets=4.3.2=py27h1b1b3a5_0
+typing=3.6.2=py27h9197bb0_0
+unicodecsv=0.14.1=py27h0bf7bb0_0
+urllib3=1.22=py27hb9f5a07_0
+vc=9=h7299396_1
+vs2008_runtime=9.00.30729.1=hfaea7d5_1
+vs2015_runtime=14.0.25123=3
+wcwidth=0.1.7=py27hb1a0d82_0
+webencodings=0.5.1=py27h4e224a2_1
+werkzeug=0.14.1=py27_0
+wheel=0.30.0=py27ha643586_1
+widgetsnbextension=3.1.0=py27_0
+win_inet_pton=1.0.1=py27hf41312a_1
+win_unicode_console=0.5=py27hc037021_0
+wincertstore=0.2=py27hf04cefb_0
+winpty=0.4.3=4
+wrapt=1.10.11=py27hcd2b27d_0
+xlrd=1.1.0=py27h2b87a7f_1
+xlsxwriter=1.0.2=py27h5ed79b1_0
+xlwings=0.11.5=py27_0
+xlwt=1.3.0=py27h2271735_0
+yaml=0.1.7=h3e6d941_2
+zict=0.1.3=py27h0171463_0
+zlib=1.2.11=hbc2faf4_2
diff --git a/spec-file.txt b/spec-file.txt
new file mode 100644
index 0000000..253c37d
--- /dev/null
+++ b/spec-file.txt
@@ -0,0 +1,34 @@
+# This file may be used to create an environment using:
+# $ conda create --name <env> --file <this file>
+# platform: win-64
+@EXPLICIT
+https://repo.continuum.io/pkgs/main/win-64/ca-certificates-2018.03.07-0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/conda-env-2.6.0-h36134e3_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/vs2015_runtime-14.0.25123-3.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/vc-14-h0510ff6_3.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/openssl-1.0.2o-h8ea7d77_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/python-2.7.15-he216670_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/yaml-0.1.7-hc54c509_2.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/asn1crypto-0.24.0-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/certifi-2018.4.16-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/chardet-3.0.4-py36h420ce6e_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/console_shortcut-0.1.1-h6bb2dd7_3.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/idna-2.6-py36h148d497_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pycosat-0.6.3-py36h413d8a4_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pycparser-2.18-py36hd053e01_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pywin32-223-py36hfa6e2cd_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/ruamel_yaml-0.15.35-py36hfa6e2cd_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/six-1.11.0-py36h4db2310_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/win_inet_pton-1.0.1-py36he67d7fd_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/wincertstore-0.2-py36h7fe50ca_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/cffi-1.11.5-py36h945400d_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/menuinst-1.4.11-py36hfa6e2cd_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pysocks-1.6.8-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/setuptools-39.0.1-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/cryptography-2.2.2-py36hfa6e2cd_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/wheel-0.31.0-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pip-9.0.3-py36_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/pyopenssl-17.5.0-py36h5b7d817_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/urllib3-1.22-py36h276f60a_0.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/requests-2.18.4-py36h4371aae_1.tar.bz2
+https://repo.continuum.io/pkgs/main/win-64/conda-4.5.1-py27_0.tar.bz2
diff --git a/src/data_processing/example_mine.py b/src/data_processing/example_mine.py
index 34db003..e574884 100644
--- a/src/data_processing/example_mine.py
+++ b/src/data_processing/example_mine.py
@@ -1,5 +1,6 @@
 from argparse import ArgumentParser
 from pysocialwatcher import watcherAPI
+from pysocialwatcher.constants import TOKENS
 import os
 import re
 
@@ -18,7 +19,8 @@ def query_facebook_audience(access_token, user_id, query_file):
     response :: DataFrame with query response(s) => one response per row
     """
     watcher = watcherAPI()
-    watcher.add_token_and_account_number(access_token, user_id)
+    if((access_token, user_id) not in TOKENS):
+        watcher.add_token_and_account_number(access_token, user_id)
     
     ## execute data collection
     response = watcher.run_data_collection(query_file)
@@ -90,12 +92,12 @@ def query_facebook_audience(access_token, user_id, query_file):
 def main():
     parser = ArgumentParser()
     parser.add_argument('--auth_file', default='data/facebook_auth_ingmar.csv')
-    parser.add_argument('--query_file', default='data/newyork_expats.json')
+    parser.add_argument('--query_file', default='data/queries/newyork_expats.json')
     parser.add_argument('--out_dir', default='data/')
     args = parser.parse_args()
     auth_file = args.auth_file
     query_file = args.query_file
-    out_dir = args.out_dir    
+    out_dir = args.out_dir
     
     ## set up watcher
     watcher = watcherAPI()
diff --git a/src/data_processing/mine_facebook_audience.py b/src/data_processing/mine_facebook_audience.py
index 373ab1f..aa7f202 100644
--- a/src/data_processing/mine_facebook_audience.py
+++ b/src/data_processing/mine_facebook_audience.py
@@ -5,11 +5,11 @@
 @author: stewart
 """
 from argparse import ArgumentParser
-from src.data_processing.utils import query_and_write, load_facebook_auth
-from pysocialwatcher import constants
-import pandas as pd
-import json
-from ast import literal_eval
+from src.data_processing.utils import query_and_write
+#from pysocialwatcher import constants
+#import pandas as pd
+#import json
+#from ast import literal_eval
 
 def main():
     parser = ArgumentParser()