diff --git a/.gitignore b/.gitignore
index 3f7c1fc..5c528b5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,5 +6,5 @@ vendor/
 .bundle
 script/dev.config.py
 script/__pycache__/*.pyc
-
-\.vscode/\.ropeproject/
+script/common/__pycache__/*.pyc
+\.vscode/\.ropeproject/
\ No newline at end of file
diff --git a/pages/channelsstats.md b/pages/channelsstats.md
index 10fe668..ed2b9df 100644
--- a/pages/channelsstats.md
+++ b/pages/channelsstats.md
@@ -56,6 +56,42 @@ $.getJSON("{{ site.baseurl }}/public/data/messagesByChannel.json", function (dat
         }
     });
 
+    var ctx2 = document.getElementById('byTsunamy').getContext('2d');
+    var chart2 = new Chart(ctx2, {
+        // The type of chart we want to create
+        type: 'bar',
+
+        // The data for our dataset
+        data: {
+            labels: labels,
+            datasets: datas['messagesByTsunamy'],
+        },
+
+        // Configuration options go here
+        options: {
+            legend: {
+                display: false
+            },
+            title: {
+                display: true,
+                text: "Nombre de message par Tsunami (" + updated + ")",
+                position: "top"
+            },
+            responsive: true,
+            scales: {
+                xAxes: [{
+                    stacked: true
+                }],
+                yAxes: [{
+                    stacked: true,
+                    ticks: {
+                        stepSize: 500
+                    }
+                }]
+            }
+        }
+    });
+
     var ctx3 = document.getElementById('usersByChannel').getContext('2d');
     var chart3 = new Chart(ctx3, {
         // The type of chart we want to create
@@ -92,45 +128,4 @@ $.getJSON("{{ site.baseurl }}/public/data/messagesByChannel.json", function (dat
         }
     });
 });
-
-$.getJSON("{{ site.baseurl }}/public/data/messagesByTsunami.json", function (datas){
-    var ctx2 = document.getElementById('byTsunamy').getContext('2d');
-    var chart2 = new Chart(ctx2, {
-        // The type of chart we want to create
-        type: 'bar',
-
-        // The data for our dataset
-        data: {
-            labels: labels,
-            datasets: datas,
-        },
-
-        // Configuration options go here
-        options: {
-            legend: {
-                display: false
-            },
-            title: {
-                display: true,
-                text: "Nombre de message par Tsunami (" + updated + ")",
-                position: "top"
-            },
-            responsive: true,
-            scales: {
-                xAxes: [{
-                    stacked: true
-                }],
-                yAxes: [{
-                    stacked: true,
-                    ticks: {
-                        stepSize: 500
-                    }
-                }]
-            }
-        }
-    });
-});
-
-$.getJSON("{{ site.baseurl }}/public/data/activeUsersByChannel.json", function (datas){
-});
 </script>
\ No newline at end of file
diff --git a/public/data/channelslist.json b/public/data/channelslist.json
index 1daa114..84a8a4d 100644
--- a/public/data/channelslist.json
+++ b/public/data/channelslist.json
@@ -1 +1 @@
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"edge_3", "source": "mare", "target": "technologie", "color": "gray"}}, {"data": {"id": "edge_4", "source": "mare", "target": "project", "color": "blue"}}, {"data": {"id": "rp5gdRrZubMKic3Nk", "label": "accueil", "size": 100, "color": "grey", "href": "https://coa.crapaud-fou.org/channel/accueil"}}, {"data": {"id": "edge_5", "source": "global", "target": "rp5gdRrZubMKic3Nk", "color": "orange"}}, {"data": {"id": "AW3TeD5tf3xSkmtxo", "label": "Agenda", "size": 69, "color": "grey", "href": "https://coa.crapaud-fou.org/channel/agenda"}}, {"data": {"id": "edge_6", "source": "global", "target": "AW3TeD5tf3xSkmtxo", "color": "orange"}}, {"data": {"id": "m3T6xaqdBa68vR6Fr", "label": "Algoculture", "size": 19, "color": "grey", "href": "https://coa.crapaud-fou.org/channel/algoculture"}}, {"data": {"id": "edge_7", "source": "ecologie", "target": "m3T6xaqdBa68vR6Fr", "color": "green"}}, {"data": {"id": "rcv3CDhookdAjnb2z", "label": "animation-crapauds", "size": 71, "color": "grey", "href": 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\ No newline at end of file
diff --git a/public/data/messagesByChannel.json b/public/data/messagesByChannel.json
index 2ead8cd..bcf2e97 100644
--- a/public/data/messagesByChannel.json
+++ b/public/data/messagesByChannel.json
@@ -1 +1,5765 @@
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+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0
+            ]
+        },
+        {
+            "label": "survivalismes-et-resiliences",
+            "backgroundColor": "rgb(10,162,51)",
+            "data": [
+                18,
+                7,
+                13,
+                2,
+                4,
+                13,
+                5,
+                1,
+                0,
+                7,
+                2,
+                0
+            ]
+        },
+        {
+            "label": "team-hacker-debutant",
+            "backgroundColor": "rgb(21,6,200)",
+            "data": [
+                24,
+                12,
+                3,
+                14,
+                12,
+                12,
+                17,
+                13,
+                7,
+                11,
+                6,
+                1
+            ]
+        },
+        {
+            "label": "tests",
+            "backgroundColor": "rgb(22,254,73)",
+            "data": [
+                2,
+                0,
+                0,
+                0,
+                0,
+                2,
+                0,
+                0,
+                2,
+                0,
+                0,
+                0
+            ]
+        },
+        {
+            "label": "tiers-lieux-apprenant",
+            "backgroundColor": "rgb(208,146,24)",
+            "data": [
+                23,
+                14,
+                6,
+                6,
+                11,
+                10,
+                11,
+                25,
+                23,
+                28,
+                20,
+                32
+            ]
+        },
+        {
+            "label": "tour-du-monde",
+            "backgroundColor": "rgb(19,79,129)",
+            "data": [
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                3,
+                4,
+                1,
+                3,
+                0
+            ]
+        },
+        {
+            "label": "transhumanisme-et-eugenisme",
+            "backgroundColor": "rgb(56,138,35)",
+            "data": [
+                7,
+                0,
+                2,
+                0,
+                1,
+                1,
+                0,
+                3,
+                0,
+                0,
+                3,
+                5
+            ]
+        },
+        {
+            "label": "transport",
+            "backgroundColor": "rgb(106,161,86)",
+            "data": [
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                7,
+                3,
+                0,
+                1
+            ]
+        },
+        {
+            "label": "tsunamis",
+            "backgroundColor": "rgb(194,86,232)",
+            "data": [
+                0,
+                0,
+                9,
+                1,
+                4,
+                2,
+                1,
+                5,
+                3,
+                3,
+                6,
+                7
+            ]
+        },
+        {
+            "label": "tvp-et-ebr",
+            "backgroundColor": "rgb(24,158,244)",
+            "data": [
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                10
+            ]
+        },
+        {
+            "label": "une-revolution-pourquoi-comment",
+            "backgroundColor": "rgb(171,203,189)",
+            "data": [
+                0,
+                0,
+                2,
+                2,
+                2,
+                1,
+                0,
+                0,
+                0,
+                1,
+                1,
+                0
+            ]
+        },
+        {
+            "label": "unite-humaine",
+            "backgroundColor": "rgb(103,194,43)",
+            "data": [
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                0,
+                8,
+                4,
+                0
+            ]
+        },
+        {
+            "label": "vers-une-nouvelle-civilisation",
+            "backgroundColor": "rgb(144,53,54)",
+            "data": [
+                0,
+                0,
+                2,
+                1,
+                1,
+                2,
+                1,
+                1,
+                0,
+                1,
+                0,
+                2
+            ]
+        },
+        {
+            "label": "zero-dechet",
+            "backgroundColor": "rgb(208,140,109)",
+            "data": [
+                22,
+                7,
+                8,
+                14,
+                12,
+                13,
+                11,
+                11,
+                3,
+                11,
+                5,
+                6
+            ]
+        },
+        {
+            "label": "zetetique-et-outils-epistemologiques",
+            "backgroundColor": "rgb(52,187,51)",
+            "data": [
+                0,
+                0,
+                0,
+                13,
+                13,
+                4,
+                0,
+                8,
+                4,
+                5,
+                2,
+                3
+            ]
+        }
+    ],
+    "messagesByTsunamy": [
+        {
+            "label": "global",
+            "backgroundColor": "rgb(185,82,198)",
+            "data": [
+                15084,
+                5386,
+                8922,
+                10797,
+                7043,
+                12574,
+                11322,
+                12640,
+                8987,
+                16823,
+                6374,
+                9136
+            ]
+        },
+        {
+            "label": "projet",
+            "backgroundColor": "rgb(132,232,205)",
+            "data": [
+                69,
+                277,
+                908,
+                1810,
+                300,
+                2294,
+                1334,
+                736,
+                580,
+                2661,
+                583,
+                1027
+            ]
+        },
+        {
+            "label": "democratie",
+            "backgroundColor": "rgb(57,225,248)",
+            "data": [
+                3081,
+                1457,
+                3390,
+                3622,
+                2210,
+                5960,
+                7388,
+                5881,
+                2970,
+                3278,
+                2087,
+                1978
+            ]
+        },
+        {
+            "label": "ecologie",
+            "backgroundColor": "rgb(240,107,164)",
+            "data": [
+                1284,
+                536,
+                2121,
+                1926,
+                1767,
+                779,
+                694,
+                764,
+                1172,
+                1459,
+                344,
+                618
+            ]
+        },
+        {
+            "label": "technologie",
+            "backgroundColor": "rgb(120,12,238)",
+            "data": [
+                2053,
+                242,
+                243,
+                677,
+                318,
+                909,
+                1801,
+                907,
+                538,
+                2110,
+                479,
+                634
+            ]
+        }
+    ]
+}
\ No newline at end of file
diff --git a/public/data/messagesByTsunami.json b/public/data/messagesByTsunami.json
deleted file mode 100644
index 75c003a..0000000
--- a/public/data/messagesByTsunami.json
+++ /dev/null
@@ -1,92 +0,0 @@
-[
-    {
-        "label": "Cohorte",
-        "backgroundColor": "rgb(147,49,67)",
-        "data": [
-            1063,
-            898,
-            340,
-            198,
-            170,
-            421,
-            357,
-            801,
-            689,
-            281,
-            496,
-            653
-        ]
-    },
-    {
-        "label": "Democratie",
-        "backgroundColor": "rgb(204,154,254)",
-        "data": [
-            2278,
-            2133,
-            2475,
-            3056,
-            3253,
-            2490,
-            3161,
-            8463,
-            6675,
-            3330,
-            2608,
-            2204
-        ]
-    },
-    {
-        "label": "Ecologie",
-        "backgroundColor": "rgb(251,203,43)",
-        "data": [
-            355,
-            935,
-            688,
-            1791,
-            2123,
-            1399,
-            1129,
-            616,
-            772,
-            947,
-            1397,
-            570
-        ]
-    },
-    {
-        "label": "Technologie",
-        "backgroundColor": "rgb(229,184,170)",
-        "data": [
-            57,
-            2025,
-            549,
-            214,
-            442,
-            436,
-            708,
-            1680,
-            975,
-            835,
-            492,
-            1197
-        ]
-    },
-    {
-        "label": "Global",
-        "backgroundColor": "rgb(37,122,28)",
-        "data": [
-            11628,
-            9083,
-            3933,
-            3825,
-            3978,
-            3877,
-            4509,
-            1600,
-            3467,
-            3848,
-            9191,
-            4581
-        ]
-    }
-]
\ No newline at end of file
diff --git a/script/common/channelhelper.py b/script/common/channelhelper.py
new file mode 100644
index 0000000..5be16e4
--- /dev/null
+++ b/script/common/channelhelper.py
@@ -0,0 +1,39 @@
+def getNodesOrigin(channel):
+  nodes = []
+  if 'description' not in channel:
+    nodes.append("global")
+    return nodes
+
+  if channel['description'].find("#projet") != -1:
+    nodes.append("project")
+  if channel['description'].find("#democratie") != -1:
+    nodes.append("democratie")
+  if channel['description'].find("#ecologie") != -1:
+    nodes.append("ecologie")
+  if channel['description'].find("#technologie") != -1:
+    nodes.append("technologie")
+
+  if not nodes:
+    nodes.append("global")
+
+  return nodes
+
+def getTsunamy(channel):
+    value = Tsunami.GLOBAL
+    if 'description' in channel:
+        if channel['description'].find("#projet") != -1:
+            value |= Tsunami.PROJECT
+        if channel['description'].find("#democratie") != -1:
+            value |= Tsunami.DEMOCRACY
+        if channel['description'].find("#ecologie") != -1:
+            value |= Tsunami.ECOLOGY
+        if channel['description'].find("#technologie") != -1:
+            value |= Tsunami.TECHNOLOGY
+    return value
+
+class Tsunami:
+    GLOBAL      = 1 << 0
+    PROJECT     = 1 << 1
+    DEMOCRACY   = 1 << 2
+    ECOLOGY     = 1 << 3
+    TECHNOLOGY  = 1 << 4
\ No newline at end of file
diff --git a/script/getchannels.py b/script/getchannels.py
index 6f577ec..84e52f8 100644
--- a/script/getchannels.py
+++ b/script/getchannels.py
@@ -9,26 +9,7 @@ import json
 import dev_config as cfg
 import os
 import re
-
-def getNodesOrigin(channel):
-  nodes = []
-  if 'description' not in channel:
-    nodes.append("global")
-    return nodes
-
-  if channel['description'].find("#projet") != -1:
-    nodes.append("project")
-  if channel['description'].find("#democratie") != -1:
-    nodes.append("democratie")
-  if channel['description'].find("#ecologie") != -1:
-    nodes.append("ecologie")
-  if channel['description'].find("#technologie") != -1:
-    nodes.append("technologie")
-
-  if not nodes:
-    nodes.append("global")
-
-  return nodes
+from common.channelhelper import getNodesOrigin
 
 colorInfo = { 
   'global': 'orange',
@@ -73,7 +54,7 @@ while True:
   for channel in channels['channels']:
     if channel['name'].find('cohorte') != -1:
       if 'description' in channel:
-        m = re.findall('#([\w-]+)', channel['description'])
+        m = re.findall(r'#([\w-]+)', channel['description'])
         for region in m:
           cohortescolor.update( { region: 'green' } )
           cohortes.update( { region: { 'link': channel['name']}})
diff --git a/script/getstats.py b/script/getstats.py
index 09ba996..7a4d2e6 100644
--- a/script/getstats.py
+++ b/script/getstats.py
@@ -11,6 +11,8 @@ import os
 import random
 from datetime import datetime
 from monthdelta import monthdelta
+from common.channelhelper import getTsunamy
+from common.channelhelper import Tsunami
 
 def getColor():
     r = random.randrange(255)
@@ -23,22 +25,64 @@ rocket = RocketChat(cfg.rocket['user'], cfg.rocket['password'],
 index = 0
 labels = [None] * 12
 messagesByChannel = []
+messagesByTsunamy = []
 usersByChannel = []
+messagesDataTsunamy = {
+  "global": [0] * 12,
+  "project": [0] * 12,
+  "democraty": [0] * 12,
+  "ecology": [0] * 12,
+  "technology": [0] * 12,
+}
 
 now = datetime.now()
 date = datetime(now.year, now.month, now.day, 0,0,0)
 
+info = {
+  "updated": "updated {:02}/{:02}/{:04}".format(now.day, now.month, now.year),
+  "labels": labels,
+  "messagesByChannel": messagesByChannel,
+  "usersByChannel": usersByChannel,
+  "messagesByTsunamy": [{        
+        "label": "global",
+        "backgroundColor": getColor(),
+        "data": messagesDataTsunamy['global']
+    },
+    {        
+        "label": "projet",
+        "backgroundColor": getColor(),
+        "data": messagesDataTsunamy['project']
+    },
+    {        
+        "label": "democratie",
+        "backgroundColor": getColor(),
+        "data": messagesDataTsunamy['democraty']
+    },
+    {        
+        "label": "ecologie",
+        "backgroundColor": getColor(),
+        "data": messagesDataTsunamy['ecology']
+    },
+    {        
+        "label": "technologie",
+        "backgroundColor": getColor(),
+        "data": messagesDataTsunamy['technology']
+    }]
+}
+
 while True:
   channels = rocket.channels_list(offset=index).json()
   totalChannels = channels['total']
-  
+    
   for channel in channels['channels']:
     dataMess = []
     dataUsers = []
     pprint( channel['name'] )
     begin = date - monthdelta(12)
     end = begin + monthdelta(1)
-    
+
+    tsunamy = getTsunamy(channel)    
+
     for id in range(0, 12):
       labels[id] = begin.strftime("%b %Y")
       begindate =  begin.isoformat()
@@ -48,6 +92,17 @@ while True:
       dataMess.append(lenght)
 
       if lenght > 0:
+        if tsunamy & Tsunami.GLOBAL:
+          messagesDataTsunamy['global'][id] += lenght
+        if tsunamy & Tsunami.PROJECT:
+          messagesDataTsunamy['project'][id] += lenght
+        if tsunamy & Tsunami.DEMOCRACY:
+          messagesDataTsunamy['democraty'][id] += lenght
+        if tsunamy & Tsunami.ECOLOGY:
+          messagesDataTsunamy['ecology'][id] += lenght
+        if tsunamy & Tsunami.TECHNOLOGY:
+          messagesDataTsunamy['technology'][id] += lenght
+
         users = []
         for mess in resultMess['messages']:
           users.append(mess['u']['_id'])      
@@ -84,12 +139,7 @@ rootFolder = os.path.join(os.path.dirname(__file__), '..')
 # Répertoire pour stocker le fichier de sortie
 dataFolder = os.path.join(rootFolder, 'public', 'data')
 
-info = {
-  "updated": "updated {:02}/{:02}/{:04}".format(now.day, now.month, now.year),
-  "labels": labels,
-  "messagesByChannel": messagesByChannel,
-  "usersByChannel": usersByChannel
-}
+
 
 statsFilePath = os.path.abspath(
     os.path.join(dataFolder, 'messagesByChannel.json'))