diff --git a/MANIFEST.in b/MANIFEST.in
index fded9d6..93e6caa 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -8,4 +8,4 @@ recursive-include tests *
 recursive-exclude * __pycache__
 recursive-exclude * *.py[co]
 
-recursive-include docs *.rst conf.py Makefile make.bat stdlib
+recursive-include docs *.rst conf.py Makefile make.bat stdlib mapping
diff --git a/pipreqs/mapping b/pipreqs/mapping
new file mode 100644
index 0000000..b54967d
--- /dev/null
+++ b/pipreqs/mapping
@@ -0,0 +1,102 @@
+Testing:Zope2
+uwsgidecorators:uWSGI
+OpenGL:PyOpenGL
+zmq:pyzmq
+TreeDisplay:DocumentTemplate
+Signals:Zope2
+chef:PyChef
+odf:odfpy
+enum:enum34
+bpdb:bpython
+ctff:tff
+dogshell:dogapi
+S3:s3cmd
+fdpexpect:pexpect
+gabbi:tiddlyweb
+pybloomfilter:pybloomfiltermmap
+ZTUtils:Zope2
+dns:dnspython
+ZServer:Zope2
+example:adrest
+requests:Requests
+faker:Faker
+greplin:scales
+couchdb:CouchDB
+OpenSSL:pyOpenSSL
+shapefile:pyshp
+s2repoze:pysaml2
+pyximport:Cython
+encutils:cssutils
+yaml:PyYAML
+funtests:librabbitmq
+reStructuredText:Zope2
+sqlalchemy:SQLAlchemy
+rosdep2:rosdep
+em:empy
+HelpSys:Zope2
+bson:pymongo
+wsmeext:WSME
+pysideuic:PySide
+jwt:PyJWT
+cups:pycups
+validate:configobj
+hgext:mercurial
+libfuturize:future
+scss:pyScss
+sx:pisa
+MethodObject:ExtensionClass
+ZPublisher:Zope2
+bs4:beautifulsoup4
+flvscreen:vnc2flv
+pylab:matplotlib
+colors:ansicolors
+wikklytext:tiddlywebwiki
+pwiz:peewee
+fabfile:Fabric
+xdg:pyxdg
+OFS:Zope2
+Products:Zope2
+playhouse:peewee
+qs:qserve
+xmlenc:pysaml2
+enchant:pyenchant
+libgenerateDS:generateDS
+screen:pexpect
+solr:solrpy
+portalocker:ConcurrentLogHandler
+robot:robotframework
+stubout:mox
+pxssh:pexpect
+pilot:BigJob
+ANSI:pexpect
+demo:webunit
+gridfs:pymongo
+App:Zope2
+fuse:fusepy
+BeautifulSoupTests:BeautifulSoup
+coordination:BigJob
+Globals:Zope2
+PIL:Pillow
+hamcrest:PyHamcrest
+FSM:pexpect
+cloghandler:ConcurrentLogHandler
+google:protobuf
+examples:tweepy
+xmldsig:pysaml2
+Crypto:pycrypto
+paste:PasteScript
+usb:pyusb
+QtCore:PySide
+ComputedAttribute:ExtensionClass
+Shared:Zope2
+webdav:Zope2
+emlib:empy
+git:GitPython
+ho:pisa
+atom:gdata
+github:PyGithub
+curl:pycurl
+saml2:pysaml2
+depot:filedepot
+concurrent:futures
+serial:pyserial
\ No newline at end of file
diff --git a/pipreqs/pipreqs.py b/pipreqs/pipreqs.py
index ac71a18..4778c13 100755
--- a/pipreqs/pipreqs.py
+++ b/pipreqs/pipreqs.py
@@ -62,7 +62,7 @@ def get_all_imports(start_path):
         'Found third-party packages: {0}'.format(third_party_packages))
     with open(os.path.join(os.path.dirname(__file__), "stdlib"), "r") as f:
         data = [x.strip() for x in f.readlines()]
-        return sorted(list(set(third_party_packages) - set(data)))
+        return get_pkg_names_from_import_names(sorted(list(set(third_party_packages) - set(data))))
 
 
 def generate_requirements_file(path, imports):
@@ -115,6 +115,19 @@ def get_import_local(imports):
             result.append(local[item])
     return result
 
+def get_pkg_names_from_import_names(pkgs):
+	result = []
+	with open(os.path.join(os.path.dirname(__file__), "mapping"), "r") as f:
+		data = [x.strip().split(":") for x in f.readlines()]
+		for pkg in pkgs:
+			toappend = pkg
+			for item in data:
+				if item[0] == pkg:
+					toappend = item[1]
+					break
+			result.append(toappend)
+	return result
+
 
 def init(args):
     print("Looking for imports")
diff --git a/setup.py b/setup.py
index b76bfa6..34dd79e 100755
--- a/setup.py
+++ b/setup.py
@@ -36,7 +36,7 @@ setup(
     package_dir={'pipreqs':
                  'pipreqs'},
     include_package_data=True,
-    package_data={'': ['stdlib']},
+    package_data={'': ['stdlib','mapping']},
     install_requires=requirements,
     license="Apache License",
     zip_safe=False,