diff --git a/eu_fact_force/exploration/cytoscape/README.md b/eu_fact_force/exploration/cytoscape/README.md
new file mode 100644
index 0000000..5fc0a4d
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/README.md
@@ -0,0 +1,20 @@
+# Exploration - Dash Cytoscape
+
+This folder contains a first version of a local Dash app to explore Cytoscape capabilities. 
+
+# Repo structure
+- `app.py`: the main app file.
+- `assets/`: the app asset folder, with custom css, icon and plotly template.
+- `utils/`: app utility files, including d4g colors and random graph generator.
+
+
+## Setup
+- Install `graph` group depedencies using `uv sync --group graph`.
+- Start app from here with `pyhon app.py`.
+- Visit `http://127.0.0.1:8050/` to see the app on your local.
+
+## App overview
+- This app contains a search bar with an "Search" button to simulate search.
+- On search button click, a random network graph will be generated.
+- Clicking on a node in the chart will open an offcanevas displaying node metadata.
+- A list of all nodes in the graph will also be generated, with node metadatWHen a in each element.
\ No newline at end of file
diff --git a/eu_fact_force/exploration/cytoscape/app.py b/eu_fact_force/exploration/cytoscape/app.py
new file mode 100644
index 0000000..b0b918a
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/app.py
@@ -0,0 +1,254 @@
+from dash import Dash, dcc, html
+from dash.dependencies import Input, Output, State
+from dash.exceptions import PreventUpdate
+import dash_bootstrap_components as dbc
+import plotly.io as pio
+import plotly.graph_objects as go
+import dash_cytoscape as cyto
+
+import json
+
+from utils.colors import AppColors
+from utils.graph import RandomGraphGenerator
+
+# Plotly template
+with open("assets/template.json", "r") as f:
+    debate_template = json.load(f)
+pio.templates["app_template"] = go.layout.Template(debate_template)
+pio.templates.default = "app_template"
+
+# Dash app
+app = Dash(
+    __name__,
+    suppress_callback_exceptions=True,
+    external_stylesheets=["custom.css", dbc.themes.BOOTSTRAP],
+)
+
+# Dash params
+DASHBOARD_NAME = "EU Fact Force"
+
+# Custom dash app tab and logo
+app.title = DASHBOARD_NAME
+app._favicon = "icon.png"
+
+# Graph generator
+generator = RandomGraphGenerator()
+
+# Header
+header = html.Div(
+    dbc.Row(
+        dbc.Col(
+            html.Div(
+                [
+                    html.Img(src="assets/icon.png", alt="image", height=50),
+                    html.H1(
+                        DASHBOARD_NAME,
+                        style={
+                            "color": AppColors.blue,
+                            "font-weight": "bold",
+                            "margin": "0",
+                            "padding": "0",
+                        },
+                    ),
+                ],
+                style={
+                    "display": "flex",
+                    "alignItems": "center",
+                    "gap": "0px",
+                },
+            ),
+            width=12,
+        ),
+        className="g-0",
+    ),
+    style={
+        "padding": "1rem",
+        "background-color": AppColors.green,
+        "position": "fixed",
+        "width": "100%",
+        "zIndex": 1000,
+    },
+)
+# Content
+search_bar = html.Div(
+    children=[
+        dbc.Row(
+            [
+                dbc.Col(
+                    dbc.Input(
+                        id="search-input",
+                        placeholder="Naratif de désinformation...",
+                        style={"overflow": "hidden"},
+                    )
+                ),
+                dbc.Col(
+                    dbc.Button(
+                        "Rechercher",
+                        id="search-button",
+                        color="primary",
+                        className="me-1",
+                        n_clicks=0,
+                        disabled=True,
+                    ),
+                    width="auto",
+                ),
+            ],
+            align="center",
+        )
+    ],
+    id="search",
+    style={
+        "border-radius": "15px",
+        "padding": "20px",
+        "background-color": AppColors.white,
+    },
+)
+
+graph = html.Div(
+    children=cyto.Cytoscape(
+        id="graph-cytoscape",
+        stylesheet=generator.stylesheet,
+        layout={"name": "cose"},
+        style={"width": "100%", "height": "400px"},
+    ),
+    id="graph",
+    style={
+        "border-radius": "15px",
+        "padding": "20px",
+        "background-color": AppColors.white,
+        "display": "none",
+    },
+)
+
+list_elements = html.Div(
+    id="list",
+    style={
+        "border-radius": "15px",
+        "padding": "20px",
+        "background-color": AppColors.white,
+        "display": "none",
+    },
+)
+
+offcanevas = dbc.Offcanvas(
+    id="offcanvas",
+    title="Selectionné",
+    is_open=False,
+    placement="end",
+    style={"width": "50%"},
+)
+
+
+content = html.Div(
+    [search_bar, html.Br(), graph, html.Br(), list_elements, offcanevas],
+    style={
+        "margin-left": "1rem",
+        "margin-right": "1rem",
+        "padding": "1rem",
+        "padding-top": "120px",
+    },
+    id="page-content",
+)
+
+
+# Layout
+app.layout = html.Div([dcc.Location(id="url", refresh=False), header, content])
+
+
+# --------------------
+# Callbacks
+# --------------------
+
+
+# Callback search button activate
+@app.callback(
+    Output("search-button", "disabled"),
+    inputs=[Input("search-input", "value"), Input("graph", "children")],
+)
+def activate_search_buton(search_text, graph):
+    if search_text is None or search_text == "":
+        return True
+    else:
+        return False
+
+
+# Callback update graph
+@app.callback(
+    [
+        Output("graph-cytoscape", "elements"),
+        Output("list", "children"),
+        Output("graph", "style"),
+        Output("list", "style"),
+        Output("search-input", "value"),
+    ],
+    inputs=[Input("search-button", "n_clicks")],
+    state=[State("search-input", "value")],
+    prevent_updates=True,
+)
+def update_graph(n_clicks, search_text):
+    if n_clicks > 0:
+        graph_elements = generator.get_graph_data()
+        list_elements = [x["data"] for x in graph_elements if "id" in x["data"]]
+        list_elements = sorted(list_elements, key=lambda x: x["id"])
+        return [
+            graph_elements,
+            dbc.Accordion(
+                [
+                    dbc.AccordionItem(
+                        dcc.Markdown(
+                            "\n".join(
+                                [f"- {key.capitalize()} : __{x[key]}__" for key in x]
+                            )
+                        ),
+                        title=x["label"],
+                    )
+                    for x in list_elements
+                ],
+                start_collapsed=True,
+            ),
+            {
+                "border-radius": "15px",
+                "padding": "20px",
+                "background-color": AppColors.white,
+                "display": "block",
+            },
+            {
+                "border-radius": "15px",
+                "padding": "20px",
+                "background-color": AppColors.white,
+                "display": "block",
+            },
+            "",
+        ]
+    else:
+        raise PreventUpdate
+
+
+# Callback show selected element
+@app.callback(
+    [
+        Output("offcanvas", "is_open"),
+        Output("offcanvas", "children"),
+    ],
+    inputs=[Input("graph-cytoscape", "tapNodeData")],
+    state=[State("offcanvas", "is_open")],
+    prevent_initial_call=True,
+)
+def toggle_offcanvas(node_data, is_open):
+    if node_data:
+        return [
+            not is_open,
+            dcc.Markdown(
+                "\n".join(
+                    [
+                        f"- {key.capitalize()} : __{node_data[key]}__"
+                        for key in node_data
+                        if key != "timeStamp"
+                    ]
+                )
+            ),
+        ]
+
+
+if __name__ == "__main__":
+    app.run(debug=True)
diff --git a/eu_fact_force/exploration/cytoscape/assets/custom.css b/eu_fact_force/exploration/cytoscape/assets/custom.css
new file mode 100644
index 0000000..77c6827
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/assets/custom.css
@@ -0,0 +1,29 @@
+/* Colors */
+:root {
+    /* Principal Colors */
+    --color-0: #CBDF40;
+    --color-1: #36C3D7;
+    --color-2: #F5A414;
+    --color-gray: #F1F1F1;
+}
+
+
+/* Body and text style */
+body {
+    font-family: "Helvetica", sans-serif;
+    background-color: var(--color-gray);
+    font-size: 14px;
+}
+
+h1,
+h2,
+h3,
+h4,
+h5,
+h6 {
+    color: black;
+}
+
+hr {
+    color: black;
+}
\ No newline at end of file
diff --git a/eu_fact_force/exploration/cytoscape/assets/icon.png b/eu_fact_force/exploration/cytoscape/assets/icon.png
new file mode 100644
index 0000000..771afe4
Binary files /dev/null and b/eu_fact_force/exploration/cytoscape/assets/icon.png differ
diff --git a/eu_fact_force/exploration/cytoscape/assets/template.json b/eu_fact_force/exploration/cytoscape/assets/template.json
new file mode 100644
index 0000000..32fedd5
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/assets/template.json
@@ -0,0 +1,46 @@
+{
+    "layout": {
+        "title": {
+            "x": 0.02
+        },
+        "colorway": [
+            "#CBDF40",
+            "#36C3D7",
+            "#F5A414"
+        ],
+        "font": {
+            "size": 16,
+            "color": "black"
+        },
+        "plot_bgcolor": "white",
+        "paper_bgcolor": "rgb(0,0,0,0)",
+        "xaxis": {
+            "tickfont": {
+                "size": 12
+            },
+            "title": {
+                "font": {
+                    "size": 14
+                }
+            },
+            "showgrid": false
+        },
+        "yaxis": {
+            "tickfont": {
+                "size": 12
+            },
+            "title": {
+                "font": {
+                    "size": 14
+                }
+            },
+            "showgrid": false
+        },
+        "legend": {
+            "font": {
+                "size": 12
+            },
+            "bgcolor": "white"
+        }
+    }
+}
\ No newline at end of file
diff --git a/eu_fact_force/exploration/cytoscape/utils/colors.py b/eu_fact_force/exploration/cytoscape/utils/colors.py
new file mode 100644
index 0000000..95ce120
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/utils/colors.py
@@ -0,0 +1,6 @@
+class AppColors:
+    green = "#CBDF40"
+    blue = "#36C3D7"
+    orange = "#F5A414"
+    grey = "#F1F1F1"
+    white = "#FFFFFF"
diff --git a/eu_fact_force/exploration/cytoscape/utils/graph.py b/eu_fact_force/exploration/cytoscape/utils/graph.py
new file mode 100644
index 0000000..8a717ec
--- /dev/null
+++ b/eu_fact_force/exploration/cytoscape/utils/graph.py
@@ -0,0 +1,65 @@
+import random
+
+from .colors import AppColors
+
+
+class RandomGraphGenerator:
+    def __init__(self):
+        self.n_min_paper_nodes = 5
+        self.n_max_paper_nodes = 10
+        self.nodes_paper = [
+            {"data": {"id": f"node_paper_{i}", "label": f"Paper {i}", "type": "paper"}}
+            for i in range(self.n_max_paper_nodes)
+        ]
+        self.nodes_journal = [
+            {"data": {"id": "node_journal_0", "label": "Journal A", "type": "journal"}},
+            {"data": {"id": "node_journal_1", "label": "Journal B", "type": "journal"}},
+            {"data": {"id": "node_journal_2", "label": "Journal C", "type": "journal"}},
+        ]
+        self.stylesheet = [
+            {
+                "selector": "node",
+                "style": {
+                    "label": "data(label)",
+                    "text-valign": "center",
+                    "color": "black",
+                },
+            },
+            {
+                "selector": 'node[type="paper"]',
+                "style": {
+                    "background-color": AppColors.blue,
+                },
+            },
+            {
+                "selector": 'node[type="journal"]',
+                "style": {
+                    "background-color": AppColors.green,
+                },
+            },
+            {
+                "selector": "edge",
+                "style": {
+                    "width": 2,
+                    "line-color": "black",
+                },
+            },
+        ]
+
+    def get_graph_data(self):
+        nodes = random.sample(
+            self.nodes_paper,
+            random.randint(self.n_min_paper_nodes, self.n_max_paper_nodes),
+        )
+        edges = []
+        for source_node in nodes:
+            target_node = random.sample(self.nodes_journal, 1)[0]
+            edges.append(
+                {
+                    "data": {
+                        "source": source_node["data"]["id"],
+                        "target": target_node["data"]["id"],
+                    }
+                }
+            )
+        return nodes + self.nodes_journal + edges
diff --git a/pyproject.toml b/pyproject.toml
index dc3cd89..aae849f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -30,6 +30,11 @@ dev = [
     "ruff>=0.15.0",
     "seaborn>=0.13.2",
 ]
+graph = [
+    "dash>=4.0.0",
+    "dash-bootstrap-components>=2.0.4",
+    "dash-cytoscape>=1.0.2",
+]
 parsing = [
     "docling>=2.73.1",
     "docling-hierarchical-pdf>=0.1.3",
diff --git a/uv.lock b/uv.lock
index ee70200..3e83b5d 100644
--- a/uv.lock
+++ b/uv.lock
@@ -32,6 +32,11 @@ dev = [
     { name = "ruff" },
     { name = "seaborn" },
 ]
+graph = [
+    { name = "dash" },
+    { name = "dash-bootstrap-components" },
+    { name = "dash-cytoscape" },
+]
 parsing = [
     { name = "docling" },
     { name = "docling-hierarchical-pdf" },
@@ -65,6 +70,11 @@ dev = [
     { name = "ruff", specifier = ">=0.15.0" },
     { name = "seaborn", specifier = ">=0.13.2" },
 ]
+graph = [
+    { name = "dash", specifier = ">=4.0.0" },
+    { name = "dash-bootstrap-components", specifier = ">=2.0.4" },
+    { name = "dash-cytoscape", specifier = ">=1.0.2" },
+]
 parsing = [
     { name = "docling", specifier = ">=2.73.1" },
     { name = "docling-hierarchical-pdf", specifier = ">=0.1.3" },
@@ -403,6 +413,15 @@ css = [
     { name = "tinycss2" },
 ]
 
+[[package]]
+name = "blinker"
+version = "1.9.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/21/28/9b3f50ce0e048515135495f198351908d99540d69bfdc8c1d15b73dc55ce/blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf", size = 22460, upload-time = "2024-11-08T17:25:47.436Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/10/cb/f2ad4230dc2eb1a74edf38f1a38b9b52277f75bef262d8908e60d957e13c/blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc", size = 8458, upload-time = "2024-11-08T17:25:46.184Z" },
+]
+
 [[package]]
 name = "boto3"
 version = "1.42.59"
@@ -703,6 +722,47 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/e7/05/c19819d5e3d95294a6f5947fb9b9629efb316b96de511b418c53d245aae6/cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30", size = 8321, upload-time = "2023-10-07T05:32:16.783Z" },
 ]
 
+[[package]]
+name = "dash"
+version = "4.0.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "flask" },
+    { name = "importlib-metadata" },
+    { name = "nest-asyncio" },
+    { name = "plotly" },
+    { name = "requests" },
+    { name = "retrying" },
+    { name = "setuptools" },
+    { name = "typing-extensions" },
+    { name = "werkzeug" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/20/dd/3aed9bfd81dfd8f44b3a5db0583080ac9470d5e92ee134982bd5c69e286e/dash-4.0.0.tar.gz", hash = "sha256:c5f2bca497af288f552aea3ae208f6a0cca472559003dac84ac21187a1c3a142", size = 6943263, upload-time = "2026-02-03T19:42:27.92Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/0b/8c/dd63d210b28a7589f4bc1e84880525368147425c717d12834ab562f52d14/dash-4.0.0-py3-none-any.whl", hash = "sha256:e36b4b4eae9e1fa4136bf4f1450ed14ef76063bc5da0b10f8ab07bd57a7cb1ab", size = 7247521, upload-time = "2026-02-03T19:42:25.01Z" },
+]
+
+[[package]]
+name = "dash-bootstrap-components"
+version = "2.0.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "dash" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/cc/d4/5b7da808ff5acb3a6ca702f504d8ef05bc7d4c475b18dadefd783b1120c3/dash_bootstrap_components-2.0.4.tar.gz", hash = "sha256:c3206c0923774bbc6a6ddaa7822b8d9aa5326b0d3c1e7cd795cc975025fe2484", size = 115599, upload-time = "2025-08-20T19:42:09.449Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/d6/38/1efeec8b4d741c09ccd169baf8a00c07a0176b58e418d4cd0c30dffedd22/dash_bootstrap_components-2.0.4-py3-none-any.whl", hash = "sha256:767cf0084586c1b2b614ccf50f79fe4525fdbbf8e3a161ed60016e584a14f5d1", size = 204044, upload-time = "2025-08-20T19:42:07.928Z" },
+]
+
+[[package]]
+name = "dash-cytoscape"
+version = "1.0.2"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "dash" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/ea/b7/0d511af853024241dc3192bea77e4753ea606187bd2dd777a8209a5b01bb/dash_cytoscape-1.0.2.tar.gz", hash = "sha256:a61019d2184d63a2b3b5c06d056d3b867a04223a674cc3c7cf900a561a9a59aa", size = 3992593, upload-time = "2024-07-15T11:39:06.185Z" }
+
 [[package]]
 name = "dataclasses-json"
 version = "0.6.7"
@@ -1033,6 +1093,23 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/18/79/1b8fa1bb3568781e84c9200f951c735f3f157429f44be0495da55894d620/filetype-1.2.0-py2.py3-none-any.whl", hash = "sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25", size = 19970, upload-time = "2022-11-02T17:34:01.425Z" },
 ]
 
+[[package]]
+name = "flask"
+version = "3.1.3"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "blinker" },
+    { name = "click" },
+    { name = "itsdangerous" },
+    { name = "jinja2" },
+    { name = "markupsafe" },
+    { name = "werkzeug" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/26/00/35d85dcce6c57fdc871f3867d465d780f302a175ea360f62533f12b27e2b/flask-3.1.3.tar.gz", hash = "sha256:0ef0e52b8a9cd932855379197dd8f94047b359ca0a78695144304cb45f87c9eb", size = 759004, upload-time = "2026-02-19T05:00:57.678Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/7f/9c/34f6962f9b9e9c71f6e5ed806e0d0ff03c9d1b0b2340088a0cf4bce09b18/flask-3.1.3-py3-none-any.whl", hash = "sha256:f4bcbefc124291925f1a26446da31a5178f9483862233b23c0c96a20701f670c", size = 103424, upload-time = "2026-02-19T05:00:56.027Z" },
+]
+
 [[package]]
 name = "fonttools"
 version = "4.61.1"
@@ -1374,6 +1451,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/0e/61/66938bbb5fc52dbdf84594873d5b51fb1f7c7794e9c0f5bd885f30bc507b/idna-3.11-py3-none-any.whl", hash = "sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea", size = 71008, upload-time = "2025-10-12T14:55:18.883Z" },
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.1"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "zipp" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/f3/49/3b30cad09e7771a4982d9975a8cbf64f00d4a1ececb53297f1d9a7be1b10/importlib_metadata-8.7.1.tar.gz", hash = "sha256:49fef1ae6440c182052f407c8d34a68f72efc36db9ca90dc0113398f2fdde8bb", size = 57107, upload-time = "2025-12-21T10:00:19.278Z" }
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