diff --git a/.gitignore b/.gitignore
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--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,5 @@
+build/
+dist/
+*.egg-info/
+*.pyc
+.DS_Store
\ No newline at end of file
diff --git a/MANIFEST.in b/MANIFEST.in
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index 0000000..4bf4483
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1 @@
+include README.md
\ No newline at end of file
diff --git a/README.md b/README.md
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--- /dev/null
+++ b/README.md
@@ -0,0 +1,62 @@
+# mixpanel-query-py
+
+The Python interface to fetch data from Mixpanel via [Mixpanel's Data Query API](https://mixpanel.com/docs/api-documentation/data-export-api). Note, this differs from the official [Python binding](https://github.com/mixpanel/mixpanel-python) which only provides an interface to send data to Mixpanel.
+
+# Installation
+
+To install mixpanel-query-py, simply:
+
+```
+$ sudo pip install mixpanel-query-py
+```
+
+or alternatively (you really should be using pip though):
+
+```
+$ sudo easy_install mixpanel-query-py
+
+```
+or from source:
+
+```
+$ git clone git@github.com:cooncesean/mixpanel-query-py.git
+$ cd mixpanel-query-py
+$ python setup.py install
+```
+
+# Usage
+
+You will need a [Mixpanel account](https://mixpanel.com/register/) and your `API_KEY` + `API_SECRET` to access your project's data via their API; which can be found in "Account" > "Projects".
+
+```python
+from mixpanel_query.client import MixpanelQueryClient
+from your_project.conf import MIXPANEL_API_KEY, MIXPANEL_API_SECRET
+
+# Instantiate the client
+query_client = MixpanelQueryClient(MIXPANEL_API_KEY, MIXPANEL_API_SECRET)
+
+# Query your project's data
+data = query_client.get_unique_events(['Some Event Name'], 'hour', 24)
+print data
+{
+    'data': {
+        'series': ['2010-05-29', '2010-05-30', '2010-05-31'],
+        'values': {
+            'account-page': {'2010-05-30': 1},
+            'splash features': {
+                '2010-05-29': 6,
+                '2010-05-30': 4,
+                '2010-05-31': 5,  # Date + unique event counts
+            }
+        }
+    },
+    'legend_size': 2
+}
+```
+
+View the [api reference](#api-reference) for details on accessing different endpoints.
+
+# API Reference
+
+Mixpanels' full [API reference is documented here](https://mixpanel.com/docs/api-documentation/data-export-api).
+
diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/mixpanel_query/__init__.py b/mixpanel_query/__init__.py
new file mode 100644
index 0000000..b8023d8
--- /dev/null
+++ b/mixpanel_query/__init__.py
@@ -0,0 +1 @@
+__version__ = '0.0.1'
diff --git a/mixpanel_query/client.py b/mixpanel_query/client.py
new file mode 100644
index 0000000..0a9158b
--- /dev/null
+++ b/mixpanel_query/client.py
@@ -0,0 +1,92 @@
+from mixpanel_query.connection import Connection
+from mixpanel_query.exceptions import InvalidUnitException, InvalidFormatException
+
+
+class MixpanelQueryClient(object):
+    """
+    Connects to the `Mixpanel Data Export API`
+    and provides an interface to query data based on the project
+    specified with your api credentials.
+
+    Full API Docs: https://mixpanel.com/docs/api-documentation/data-export-api
+    """
+    ENDPOINT = 'http://mixpanel.com/api'
+    VERSION = '2.0'
+
+    UNIT_MINUTE = 'minute'
+    UNIT_HOUR = 'hour'
+    UNIT_DAY = 'day'
+    UNIT_WEEK = 'week'
+    UNIT_MONTH = 'month'
+    VALID_UNITS = (UNIT_MINUTE, UNIT_HOUR, UNIT_DAY, UNIT_WEEK, UNIT_MONTH)
+
+    FORMAT_JSON = 'json'
+    FORMAT_CSV = 'csv'
+    VALID_RESPONSE_FORMATS = (FORMAT_JSON, FORMAT_CSV)
+
+    def __init__(self, api_key, api_secret):
+        self.api_key = api_key
+        self.api_secret = api_secret
+        self.connection = Connection(self)
+
+    # Annotation methods ##############
+
+    # Event methods ###################
+    def get_unique_events(self, event_names, unit, interval, response_format=FORMAT_JSON):
+        """
+        Get unique event data for a set of event types over the last N days, weeks, or months.
+
+        Args:
+            `event_names`: [list] The event or events that you wish to get data for.
+                           [sample]: ["play song", "log in", "add playlist"]
+            `unit`: [str] Determines the level of granularity of the data you get back.
+                    [sample]: "day" or "month" or "week"
+            `interval`: [int] The number of "units" to return data for. `1` will return data for the
+                              current unit (minute, hour, day, week or month). `2` will return the
+                              current and previous units, and so on.
+            `response_format`: [string (optional)]: The data return format.
+                               [sample]: "json" or "csv"
+
+        Response format:
+        {
+            u'data': {
+                u'series': [u'2014-07-11', u'2014-07-12', u'2014-07-13'],
+                u'values': {
+                    u'Guide Download': {
+                        u'2014-07-11': 80,
+                        u'2014-07-12': 100,
+                        u'2014-07-13': 123,  # Date + unique event counts
+                    }
+                }
+            },
+             u'legend_size': 1
+        }
+        """
+        self._validate_unit(unit)
+        self._validate_response_format(response_format)
+        return self.connection.request(
+            'events',
+            {
+                'event': event_names,
+                'unit': unit,
+                'interval': interval,
+                'type': 'unique'
+            }
+        )
+
+    # Event properties methods ########
+    # Funnel methods ##################
+    # Segmentation methods ############
+    # Retention methods ###############
+    # People methods ##################
+
+    # Util methods ####################
+    def _validate_unit(self, unit):
+        " Utility method used to validate a `unit` param. "
+        if unit not in self.VALID_UNITS:
+            raise InvalidUnitException('The `unit` specified is invalid. Must be: {0}'.format(self.VALID_UNITS))
+
+    def _validate_response_format(self, response_format):
+        " Utility method used to validate a `response_format` param. "
+        if response_format not in self.VALID_RESPONSE_FORMATS:
+            raise InvalidFormatException('The `response_format` specified is invalid. Must be {0}.'.format(self.VALID_RESPONSE_FORMATS))
diff --git a/mixpanel_query/connection.py b/mixpanel_query/connection.py
new file mode 100644
index 0000000..280272b
--- /dev/null
+++ b/mixpanel_query/connection.py
@@ -0,0 +1,88 @@
+"""
+The class(es) in this module contain logic to make http
+requests to the Mixpanel API.
+"""
+import hashlib
+import json
+import time
+import urllib
+import urllib2
+
+
+class Connection(object):
+    """
+    The `Connection` object's sole responsibility is to format, send to
+    and parse http responses from the Mixpanel API.
+    """
+    ENDPOINT = 'http://mixpanel.com/api'
+    VERSION = '2.0'
+
+    def __init__(self, client):
+        self.client = client
+
+    def request(self, method_name, params, format='json'):
+        """
+        Make a request to Mixpanel query endpoints and return the
+        response.
+        """
+        params['api_key'] = self.client.api_key
+        params['expire'] = int(time.time()) + 600   # Grant this request 10 minutes.
+        params['format'] = format
+        if 'sig' in params:
+            del params['sig']
+        params['sig'] = self.hash_args(params)
+        request_url = '{base_url}/{version}/{method_name}/?{encoded_params}'.format(
+            base_url=self.ENDPOINT,
+            version=self.VERSION,
+            method_name=method_name,
+            encoded_params=self.unicode_urlencode(params)
+        )
+        request = urllib2.urlopen(request_url, timeout=120)
+        data = request.read()
+        return json.loads(data)
+
+    def unicode_urlencode(self, params):
+        """
+        Convert lists to JSON encoded strings, and correctly handle any
+        unicode URL parameters.
+        """
+        if isinstance(params, dict):
+            params = params.items()
+        for i, param in enumerate(params):
+            if isinstance(param[1], list):
+                params[i] = (param[0], json.dumps(param[1]),)
+
+        return urllib.urlencode(
+            [(k, isinstance(v, unicode) and v.encode('utf-8') or v) for k, v in params]
+        )
+
+    def hash_args(self, args, secret=None):
+        """
+        Hashes arguments by joining key=value pairs, appending the api_secret, and
+        then taking the MD5 hex digest.
+        """
+        for a in args:
+            if isinstance(args[a], list):
+                args[a] = json.dumps(args[a])
+
+        args_joined = ''
+        for a in sorted(args.keys()):
+            if isinstance(a, unicode):
+                args_joined += a.encode('utf-8')
+            else:
+                args_joined += str(a)
+
+            args_joined += '='
+
+            if isinstance(args[a], unicode):
+                args_joined += args[a].encode('utf-8')
+            else:
+                args_joined += str(args[a])
+
+        hash = hashlib.md5(args_joined)
+
+        if secret:
+            hash.update(secret)
+        elif self.client.api_secret:
+            hash.update(self.client.api_secret)
+        return hash.hexdigest()
diff --git a/mixpanel_query/exceptions.py b/mixpanel_query/exceptions.py
new file mode 100644
index 0000000..68e7a67
--- /dev/null
+++ b/mixpanel_query/exceptions.py
@@ -0,0 +1,22 @@
+class MixpanelQueryException(Exception):
+    pass
+
+class InvalidUnitException(MixpanelQueryException):
+    " An invalid time unit was passed. "
+    pass
+
+class InvalidFormatException(MixpanelQueryException):
+    " An invalid response format was passed. "
+    pass
+
+class InvalidAPIKeyException(MixpanelQueryException):
+    " An invalid API key + secret were passed. Check your account page for the correct key. "
+    pass
+
+class ExpiredRequestException(MixpanelQueryException):
+    " The request is past its expiration date (default 10 minutes). "
+    pass
+
+class InvalidDateRangeException(MixpanelQueryException):
+    " The date range you have specified is not 30 days or less. "
+    pass
diff --git a/setup.py b/setup.py
new file mode 100644
index 0000000..d166ab6
--- /dev/null
+++ b/setup.py
@@ -0,0 +1,21 @@
+from setuptools import setup, find_packages
+
+
+setup(
+    name='mixpanel-query-py',
+    version=__import__('mixpanel_query').__version__,
+    description='The Python interface to query data from Mixpanel.',
+    author='Sean Coonce',
+    author_email='cooncesean@gmail.com',
+    url='https://www.github.com/cooncesean/mixpanel-query-py',
+    packages=find_packages(),
+    classifiers=[
+        'Environment :: Web Environment',
+        'Intended Audience :: Developers',
+        'License :: OSI Approved :: MIT License',
+        'Operating System :: OS Independent',
+        'Programming Language :: Python',
+    ],
+    include_package_data=True,
+    zip_safe=False,
+)