diff --git a/pandasaurus/query.py b/pandasaurus/query.py
index 481a381..b4e3e6a 100644
--- a/pandasaurus/query.py
+++ b/pandasaurus/query.py
@@ -78,7 +78,7 @@ def simple_enrichment(self) -> pd.DataFrame:
 
         """
         source_list = [term.get_iri() for term in self._term_list]
-        object_list = [term.get_iri() for term in self._term_list]
+        object_list = source_list
         query_string = get_simple_enrichment_query(source_list, object_list, self._enrichment_property_list)
         self.enriched_df = (
             pd.DataFrame(
@@ -105,7 +105,7 @@ def minimal_slim_enrichment(self, slim_list: List[str]) -> pd.DataFrame:
 
         """
         source_list = [term.get_iri() for term in self._term_list]
-        object_list = source_list + SlimManager.get_slim_members(slim_list)
+        object_list = list(set(source_list + SlimManager.get_slim_members(slim_list)))
         s_result = []
         for chunk in chunks(object_list, 90):
             s_result.extend(
@@ -139,7 +139,7 @@ def full_slim_enrichment(self, slim_list: List[str]) -> pd.DataFrame:
 
         """
         source_list = [term.get_iri() for term in self._term_list]
-        object_list = source_list + SlimManager.get_slim_members(slim_list)
+        object_list = list(set(source_list + SlimManager.get_slim_members(slim_list)))
         s_result = []
         for chunk in chunks(object_list, 90):
             s_result.extend([res for res in run_sparql_query(get_full_enrichment_query(source_list, chunk))])
@@ -171,7 +171,7 @@ def contextual_slim_enrichment(self, context: List[str]) -> pd.DataFrame:
         # TODO add a curie checking mechanism for context list
         query_string = get_contextual_enrichment_query(context)
         source_list = [term.get_iri() for term in self._term_list]
-        object_list = source_list + [res.get("term") for res in run_sparql_query(query_string)]
+        object_list = list(set(source_list + [res.get("term") for res in run_sparql_query(query_string)]))
         s_result = []
         for chunk in chunks(object_list, 90):
             s_result.extend(
@@ -378,4 +378,3 @@ def _generate_enrichment_graph(self, object_list):
         self.mirror_enrichment_for_graph_generation(object_list)
         self.graph = GraphGenerator.generate_enrichment_graph(self.graph_df)
         self.graph = GraphGenerator.apply_transitive_reduction(self.graph, self.enriched_df["p"].unique().tolist())
-        # self.graph = GraphGenerator.apply_transitive_reduction(self.graph, self.graph_df["p"].unique().tolist())ş
diff --git a/poetry.lock b/poetry.lock
index 520d156..2ed03f6 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,18 +2,18 @@
 
 [[package]]
 name = "airium"
-version = "0.2.5"
+version = "0.2.6"
 description = "Easy and quick html builder with natural syntax correspondence (python->html). No templates needed. Serves pure pythonic library with no dependencies."
 optional = false
 python-versions = "*"
 files = [
-    {file = "airium-0.2.5-py3-none-any.whl", hash = "sha256:6b4d75a2ff1aca0d9f787bcd3a69df13a189a75806b2fa2c9acda2e30f0ef5be"},
-    {file = "airium-0.2.5.tar.gz", hash = "sha256:39a715fee1f6d81a75c31efa62bd13915d8648ea03937adf1ac07a6065f7cbec"},
+    {file = "airium-0.2.6-py3-none-any.whl", hash = "sha256:50af5cf491e084f27909e29a93550b4170e587cde01334d58c6249644ee8c6c2"},
+    {file = "airium-0.2.6.tar.gz", hash = "sha256:ccab36b798b6cce3d0c5074e52ce8059f6e82991caae4985f42cadfad80b1de4"},
 ]
 
 [package.extras]
-dev = ["pdbpp (>=0.10,<1.0)", "pytest (>=6.2,<7.0)", "pytest-cov (>=3.0,<4.0)", "pytest-mock (>=3.6,<4.0)"]
-parse = ["beautifulsoup4 (>=4.10,<5.0)", "requests (>=2.12,<3)"]
+dev = ["pytest (>=6.2,<7.0)", "pytest-cov (>=3.0,<4.0)", "pytest-mock (>=3.6,<4.0)"]
+parse = ["beautifulsoup4 (>=4.10.0,<5.0)", "requests (>=2.12.0,<3)"]
 
 [[package]]
 name = "annotated-types"
@@ -107,33 +107,33 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.7.0"
+version = "23.9.1"
 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -143,7 +143,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -335,63 +335,63 @@ files = [
 
 [[package]]
 name = "coverage"
-version = "7.3.0"
+version = "7.3.1"
 description = "Code coverage measurement for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -400,26 +400,15 @@ tomli = {version = "*", optional = true, markers = "python_full_version <= \"3.1
 [package.extras]
 toml = ["tomli"]
 
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-
 [[package]]
 name = "curies"
-version = "0.6.0"
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 description = "Idiomatic conversion between URIs and compact URIs (CURIEs)."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -593,13 +582,12 @@ develop = ["build", "twine"]
 
 [[package]]
 name = "flake8-isort"
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+version = "6.1.0"
 description = "flake8 plugin that integrates isort ."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -961,13 +949,13 @@ hbreader = "*"
 
 [[package]]
 name = "jsonschema"
-version = "4.19.0"
+version = "4.19.1"
 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1211,22 +1199,6 @@ importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
 testing = ["coverage", "pyyaml"]
 
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-name = "markdown2"
-version = "2.4.10"
-description = "A fast and complete Python implementation of Markdown"
-optional = false
-python-versions = ">=3.5, <4"
-files = [
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-[package.extras]
-all = ["pygments (>=2.7.3)", "wavedrom"]
-code-syntax-highlighting = ["pygments (>=2.7.3)"]
-wavedrom = ["wavedrom"]
-
 [[package]]
 name = "markupsafe"
 version = "2.1.3"
@@ -1310,13 +1282,13 @@ files = [
 
 [[package]]
 name = "mkdocs"
-version = "1.5.2"
+version = "1.5.3"
 description = "Project documentation with Markdown."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "mkdocs-1.5.2-py3-none-any.whl", hash = "sha256:60a62538519c2e96fe8426654a67ee177350451616118a41596ae7c876bb7eac"},
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+    {file = "mkdocs-1.5.3-py3-none-any.whl", hash = "sha256:3b3a78e736b31158d64dbb2f8ba29bd46a379d0c6e324c2246c3bc3d2189cfc1"},
+    {file = "mkdocs-1.5.3.tar.gz", hash = "sha256:eb7c99214dcb945313ba30426c2451b735992c73c2e10838f76d09e39ff4d0e2"},
 ]
 
 [package.dependencies]
@@ -1341,39 +1313,42 @@ min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-imp
 
 [[package]]
 name = "mkdocs-material"
-version = "9.2.6"
+version = "9.3.2"
 description = "Documentation that simply works"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
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-colorama = ">=0.4"
-jinja2 = ">=3.0"
-lxml = ">=4.6"
-markdown = ">=3.2"
-mkdocs = ">=1.5.2"
-mkdocs-material-extensions = ">=1.1"
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-pymdown-extensions = ">=9.9.1"
-readtime = ">=2.0"
-regex = ">=2022.4.24"
-requests = ">=2.26"
+babel = ">=2.10,<3.0"
+colorama = ">=0.4,<1.0"
+jinja2 = ">=3.0,<4.0"
+markdown = ">=3.2,<4.0"
+mkdocs = ">=1.5,<2.0"
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+pygments = ">=2.16,<3.0"
+pymdown-extensions = ">=10.2,<11.0"
+regex = ">=2022.4,<2023.0"
+requests = ">=2.26,<3.0"
+
+[package.extras]
+git = ["mkdocs-git-committers-plugin-2 (>=1.1,<2.0)", "mkdocs-git-revision-date-localized-plugin (>=1.2,<2.0)"]
+imaging = ["cairosvg (>=2.6,<3.0)", "pillow (>=9.4,<10.0)"]
+recommended = ["mkdocs-minify-plugin (>=0.7,<1.0)", "mkdocs-redirects (>=1.2,<2.0)", "mkdocs-rss-plugin (>=1.6,<2.0)"]
 
 [[package]]
 name = "mkdocs-material-extensions"
-version = "1.1.1"
+version = "1.2"
 description = "Extension pack for Python Markdown and MkDocs Material."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "mkdocs_material_extensions-1.2.tar.gz", hash = "sha256:27e2d1ed2d031426a6e10d5ea06989d67e90bb02acd588bc5673106b5ee5eedf"},
 ]
 
 [[package]]
@@ -1500,13 +1475,13 @@ files = [
 
 [[package]]
 name = "oaklib"
-version = "0.5.18"
+version = "0.5.19"
 description = "Ontology Access Kit: Python library for common ontology operations over a variety of backends"
 optional = false
 python-versions = ">=3.9,<4.0.0"
 files = [
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+    {file = "oaklib-0.5.19-py3-none-any.whl", hash = "sha256:b2a1ecbbb48c136e1af819a12ed060261de030c222b1d93192e22f975eee370e"},
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 ]
 
 [package.dependencies]
@@ -1633,10 +1608,74 @@ files = [
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 ]
 
+[package.dependencies]
+numpy = {version = ">=1.23.2", markers = "python_version >= \"3.11\""}
+python-dateutil = ">=2.8.2"
+pytz = ">=2020.1"
+tzdata = ">=2022.1"
+
+[package.extras]
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+clipboard = ["PyQt5 (>=5.15.6)", "qtpy (>=2.2.0)"]
+compression = ["zstandard (>=0.17.0)"]
+computation = ["scipy (>=1.8.1)", "xarray (>=2022.03.0)"]
+consortium-standard = ["dataframe-api-compat (>=0.1.7)"]
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+feather = ["pyarrow (>=7.0.0)"]
+fss = ["fsspec (>=2022.05.0)"]
+gcp = ["gcsfs (>=2022.05.0)", "pandas-gbq (>=0.17.5)"]
+hdf5 = ["tables (>=3.7.0)"]
+html = ["beautifulsoup4 (>=4.11.1)", "html5lib (>=1.1)", "lxml (>=4.8.0)"]
+mysql = ["SQLAlchemy (>=1.4.36)", "pymysql (>=1.0.2)"]
+output-formatting = ["jinja2 (>=3.1.2)", "tabulate (>=0.8.10)"]
+parquet = ["pyarrow (>=7.0.0)"]
+performance = ["bottleneck (>=1.3.4)", "numba (>=0.55.2)", "numexpr (>=2.8.0)"]
+plot = ["matplotlib (>=3.6.1)"]
+postgresql = ["SQLAlchemy (>=1.4.36)", "psycopg2 (>=2.9.3)"]
+spss = ["pyreadstat (>=1.1.5)"]
+sql-other = ["SQLAlchemy (>=1.4.36)"]
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+xml = ["lxml (>=4.8.0)"]
+
+[[package]]
+name = "pandas"
+version = "2.1.1"
+description = "Powerful data structures for data analysis, time series, and statistics"
+optional = false
+python-versions = ">=3.9"
+files = [
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+    {file = "pandas-2.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a0dbfea0dd3901ad4ce2306575c54348d98499c95be01b8d885a2737fe4d7a98"},
+    {file = "pandas-2.1.1-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:0489b0e6aa3d907e909aef92975edae89b1ee1654db5eafb9be633b0124abe97"},
+    {file = "pandas-2.1.1-cp39-cp39-win_amd64.whl", hash = "sha256:4cdb0fab0400c2cb46dafcf1a0fe084c8bb2480a1fa8d81e19d15e12e6d4ded2"},
+    {file = "pandas-2.1.1.tar.gz", hash = "sha256:fecb198dc389429be557cde50a2d46da8434a17fe37d7d41ff102e3987fd947b"},
+]
+
 [package.dependencies]
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
-    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+    {version = ">=1.23.2", markers = "python_version == \"3.11\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -1969,13 +2008,13 @@ jsonasobj = ">=1.2.1"
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.2.1"
+version = "10.3"
 description = "Extension pack for Python Markdown."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "pymdown_extensions-10.2.1-py3-none-any.whl", hash = "sha256:bded105eb8d93f88f2f821f00108cb70cef1269db6a40128c09c5f48bfc60ea4"},
-    {file = "pymdown_extensions-10.2.1.tar.gz", hash = "sha256:d0c534b4a5725a4be7ccef25d65a4c97dba58b54ad7c813babf0eb5ba9c81591"},
+    {file = "pymdown_extensions-10.3-py3-none-any.whl", hash = "sha256:77a82c621c58a83efc49a389159181d570e370fff9f810d3a4766a75fc678b66"},
+    {file = "pymdown_extensions-10.3.tar.gz", hash = "sha256:94a0d8a03246712b64698af223848fd80aaf1ae4c4be29c8c61939b0467b5722"},
 ]
 
 [package.dependencies]
@@ -1999,24 +2038,6 @@ files = [
 [package.extras]
 diagrams = ["jinja2", "railroad-diagrams"]
 
-[[package]]
-name = "pyquery"
-version = "2.0.0"
-description = "A jquery-like library for python"
-optional = false
-python-versions = "*"
-files = [
-    {file = "pyquery-2.0.0-py3-none-any.whl", hash = "sha256:8dfc9b4b7c5f877d619bbae74b1898d5743f6ca248cfd5d72b504dd614da312f"},
-    {file = "pyquery-2.0.0.tar.gz", hash = "sha256:963e8d4e90262ff6d8dec072ea97285dc374a2f69cad7776f4082abcf6a1d8ae"},
-]
-
-[package.dependencies]
-cssselect = ">=1.2.0"
-lxml = ">=2.1"
-
-[package.extras]
-test = ["pytest", "pytest-cov", "requests", "webob", "webtest"]
-
 [[package]]
 name = "pysolr"
 version = "3.9.0"
@@ -2059,13 +2080,13 @@ xml = ["lxml"]
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pytest-7.4.0-py3-none-any.whl", hash = "sha256:78bf16451a2eb8c7a2ea98e32dc119fd2aa758f1d5d66dbf0a59d69a3969df32"},
-    {file = "pytest-7.4.0.tar.gz", hash = "sha256:b4bf8c45bd59934ed84001ad51e11b4ee40d40a1229d2c79f9c592b0a3f6bd8a"},
+    {file = "pytest-7.4.2-py3-none-any.whl", hash = "sha256:1d881c6124e08ff0a1bb75ba3ec0bfd8b5354a01c194ddd5a0a870a48d99b002"},
+    {file = "pytest-7.4.2.tar.gz", hash = "sha256:a766259cfab564a2ad52cb1aae1b881a75c3eb7e34ca3779697c23ed47c47069"},
 ]
 
 [package.dependencies]
@@ -2156,13 +2177,13 @@ sortedcontainers = "*"
 
 [[package]]
 name = "pytz"
-version = "2023.3"
+version = "2023.3.post1"
 description = "World timezone definitions, modern and historical"
 optional = false
 python-versions = "*"
 files = [
-    {file = "pytz-2023.3-py2.py3-none-any.whl", hash = "sha256:a151b3abb88eda1d4e34a9814df37de2a80e301e68ba0fd856fb9b46bfbbbffb"},
-    {file = "pytz-2023.3.tar.gz", hash = "sha256:1d8ce29db189191fb55338ee6d0387d82ab59f3d00eac103412d64e0ebd0c588"},
+    {file = "pytz-2023.3.post1-py2.py3-none-any.whl", hash = "sha256:ce42d816b81b68506614c11e8937d3aa9e41007ceb50bfdcb0749b921bf646c7"},
+    {file = "pytz-2023.3.post1.tar.gz", hash = "sha256:7b4fddbeb94a1eba4b557da24f19fdf9db575192544270a9101d8509f9f43d7b"},
 ]
 
 [[package]]
@@ -2298,21 +2319,6 @@ files = [
 rdflib = ">=5.0.0"
 rdflib-jsonld = "0.6.1"
 
-[[package]]
-name = "readtime"
-version = "3.0.0"
-description = "Calculates the time some text takes the average human to read, based on Medium's read time forumula"
-optional = false
-python-versions = "*"
-files = [
-    {file = "readtime-3.0.0.tar.gz", hash = "sha256:76c5a0d773ad49858c53b42ba3a942f62fbe20cc8c6f07875797ac7dc30963a9"},
-]
-
-[package.dependencies]
-beautifulsoup4 = ">=4.0.1"
-markdown2 = ">=2.4.3"
-pyquery = ">=1.2"
-
 [[package]]
 name = "referencing"
 version = "0.30.2"
@@ -2330,99 +2336,99 @@ rpds-py = ">=0.7.0"
 
 [[package]]
 name = "regex"
-version = "2023.8.8"
+version = "2022.10.31"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "regex-2023.8.8-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:88900f521c645f784260a8d346e12a1590f79e96403971241e64c3a265c8ecdb"},
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 [[package]]
@@ -2503,108 +2509,108 @@ files = [
 
 [[package]]
 name = "rpds-py"
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 description = "Python bindings to Rust's persistent data structures (rpds)"
 optional = false
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 [[package]]
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+    {file = "SQLAlchemy-2.0.21.tar.gz", hash = "sha256:05b971ab1ac2994a14c56b35eaaa91f86ba080e9ad481b20d99d77f381bb6258"},
 ]
 
 [package.dependencies]
@@ -2882,13 +2888,13 @@ url = ["furl (>=0.4.1)"]
 
 [[package]]
 name = "sssom"
-version = "0.3.40"
+version = "0.3.41"
 description = "Operations on SSSOM mapping tables"
 optional = false
 python-versions = ">=3.8,<4.0"
 files = [
-    {file = "sssom-0.3.40-py3-none-any.whl", hash = "sha256:0aba579aafb329a443bb30b8398a9542368901de0514773c72f018d5948ac206"},
-    {file = "sssom-0.3.40.tar.gz", hash = "sha256:fedba8961593048dc9d78ee44c79c0d5567f52dc0b3382eb80731269a5df3696"},
+    {file = "sssom-0.3.41-py3-none-any.whl", hash = "sha256:04ce1935b3492019b16b7b748c49af366f84bbd3c059982af992d049f46098e7"},
+    {file = "sssom-0.3.41.tar.gz", hash = "sha256:1d09fa9f88153963372811af829ebc1e5aefff935a4e6e12bcb65c94181aa730"},
 ]
 
 [package.dependencies]
@@ -2955,13 +2961,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "typing-extensions"
-version = "4.7.1"
-description = "Backported and Experimental Type Hints for Python 3.7+"
+version = "4.8.0"
+description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "typing_extensions-4.7.1-py3-none-any.whl", hash = "sha256:440d5dd3af93b060174bf433bccd69b0babc3b15b1a8dca43789fd7f61514b36"},
-    {file = "typing_extensions-4.7.1.tar.gz", hash = "sha256:b75ddc264f0ba5615db7ba217daeb99701ad295353c45f9e95963337ceeeffb2"},
+    {file = "typing_extensions-4.8.0-py3-none-any.whl", hash = "sha256:8f92fc8806f9a6b641eaa5318da32b44d401efaac0f6678c9bc448ba3605faa0"},
+    {file = "typing_extensions-4.8.0.tar.gz", hash = "sha256:df8e4339e9cb77357558cbdbceca33c303714cf861d1eef15e1070055ae8b7ef"},
 ]
 
 [[package]]
@@ -2991,13 +2997,13 @@ six = "*"
 
 [[package]]
 name = "urllib3"
-version = "2.0.4"
+version = "2.0.5"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.4-py3-none-any.whl", hash = "sha256:de7df1803967d2c2a98e4b11bb7d6bd9210474c46e8a0401514e3a42a75ebde4"},
-    {file = "urllib3-2.0.4.tar.gz", hash = "sha256:8d22f86aae8ef5e410d4f539fde9ce6b2113a001bb4d189e0aed70642d602b11"},
+    {file = "urllib3-2.0.5-py3-none-any.whl", hash = "sha256:ef16afa8ba34a1f989db38e1dbbe0c302e4289a47856990d0682e374563ce35e"},
+    {file = "urllib3-2.0.5.tar.gz", hash = "sha256:13abf37382ea2ce6fb744d4dad67838eec857c9f4f57009891805e0b5e123594"},
 ]
 
 [package.extras]
@@ -3008,23 +3014,24 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "validators"
-version = "0.21.2"
+version = "0.22.0"
 description = "Python Data Validation for Humans™"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "validators-0.21.2-py3-none-any.whl", hash = "sha256:6ad95131005a9d4c734a69dd4ef08cf66961e61222e60da25a9b5137cecd6fd4"},
-    {file = "validators-0.21.2.tar.gz", hash = "sha256:002ba1552076535176824e43149c18c06f6b611bc8b597ddbcf8770bcf5f9f5c"},
+    {file = "validators-0.22.0-py3-none-any.whl", hash = "sha256:61cf7d4a62bbae559f2e54aed3b000cea9ff3e2fdbe463f51179b92c58c9585a"},
+    {file = "validators-0.22.0.tar.gz", hash = "sha256:77b2689b172eeeb600d9605ab86194641670cdb73b60afd577142a9397873370"},
 ]
 
 [package.extras]
 docs-offline = ["myst-parser (>=2.0.0)", "pypandoc-binary (>=1.11)", "sphinx (>=7.1.1)"]
-docs-online = ["mkdocs (>=1.5.2)", "mkdocs-material (>=9.1.21)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
+docs-online = ["mkdocs (>=1.5.2)", "mkdocs-git-revision-date-localized-plugin (>=1.2.0)", "mkdocs-material (>=9.2.6)", "mkdocstrings[python] (>=0.22.0)", "pyaml (>=23.7.0)"]
 hooks = ["pre-commit (>=3.3.3)"]
-runner = ["tox (>=4.6.4)"]
+package = ["build (>=1.0.0)", "twine (>=4.0.2)"]
+runner = ["tox (>=4.11.1)"]
 sast = ["bandit[toml] (>=1.7.5)"]
 testing = ["pytest (>=7.4.0)"]
-tooling = ["black (>=23.7.0)", "pyright (>=1.1.320)", "ruff (>=0.0.280)"]
+tooling = ["black (>=23.7.0)", "pyright (>=1.1.325)", "ruff (>=0.0.287)"]
 tooling-extras = ["pyaml (>=23.7.0)", "pypandoc-binary (>=1.11)", "pytest (>=7.4.0)"]
 
 [[package]]
@@ -3152,17 +3159,17 @@ files = [
 
 [[package]]
 name = "zipp"
-version = "3.16.2"
+version = "3.17.0"
 description = "Backport of pathlib-compatible object wrapper for zip files"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [metadata]
diff --git a/pyproject.toml b/pyproject.toml
index 1391397..19c5e0e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "pandasaurus"
-version = "0.3.4"
+version = "0.3.5"
 description = "Supporting simple queries over ontology annotations in dataframes, using UberGraph queries."
 authors = ["Ismail Ugur Bayindir <ugur@ebi.ac.uk>"]
 license = "http://www.apache.org/licenses/LICENSE-2.0"