MarcBickel
diff --git a/‎d3.parcoords.css
+32 b/‎d3.parcoords.css
+32
diff --git a/‎index.html
+20-3 b/‎index.html
+20-3
diff --git a/‎run.py
+19-6 b/‎run.py
+19-6
@@ -0,0 +1,32 @@
+.parcoords > canvas {
+  font: 14px sans-serif;
+  position: absolute;
+}
+.parcoords > canvas {
+  pointer-events: none;
+}
+.parcoords text.label {
+  cursor: default;
+}
+.parcoords rect.background:hover {
+  fill: rgba(120,120,120,0.2);
+}
+.parcoords canvas {
+  opacity: 1;
+  transition: opacity 0.3s;
+  -moz-transition: opacity 0.3s;
+  -webkit-transition: opacity 0.3s;
+  -o-transition: opacity 0.3s;
+}
+.parcoords canvas.faded {
+  opacity: 0.25;
+}
+.parcoords {
+  -webkit-touch-callout: none;
+  -webkit-user-select: none;
+  -khtml-user-select: none;
+  -moz-user-select: none;
+  -ms-user-select: none;
+  user-select: none;
+  background-color: white;
+}
@@ -7,14 +7,31 @@
 	<meta name="viewport" content="width=device-width, initial-scale=1.0">
 	<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.3.1/jquery.min.js"></script>
 	<script src="lib/d3.min.js"></script>
+	<script src="lib/d3.parcoords.js"></script>
+	<script src="lib/divgrid.js"></script>
 	<link rel="stylesheet" type="text/css" href="style.css">
-
+	<link rel="stylesheet" type="text/css" href="d3.parcoords.css">
 	<title>Credit Suisse challenge</title>
 </head>
 <body>
 <script src="script.js"></script>
-<button id='getyear'>getYear</button>
-<label id='id'>hey</label>
+
+<div id="raffiot_div">
+<div id="all_input_group">
+<button id="btnReset">Reset</button>
+<div id="input_group">
+<input  type="text" id="customer" placeholder="Search a customer by id..." />
+<button type="submit" id="send">Go</button>
+</div>
+</div>
+<div id="example" class="parcoords"></div>
+<div id="grid"></div>
+</div>
+
+<div id="tibo_div">
+<div id=gauge></div>
+</div>
+
 <div id='container'></div>
 </body>
 
 
@@ -5,21 +5,34 @@
 import pandas as pd
 app = Flask(__name__)
 
-data_2016 = pd.read_csv('./data/train.csv',index_col='customer',encoding='utf8')
+data_2016 = pd.read_csv('./data/data_tibo.csv',index_col='customer',encoding='utf8')
+
+
 
 @app.route("/", methods=['GET'])
 def get_list():
-	offset = int(request.args.get('offset'))
-	number = int(request.args.get('number'))
+	#offset = int(request.args.get('offset'))
+	#number = int(request.args.get('number'))
 
-	print(data_2016.head())
+	count_class_0, count_class_1 = data_2016.true_value.value_counts()
+
+	# Divide by class
+	df_class_0 = data_2016[data_2016['true_value'] == 'non suspicious']
+	df_class_1 = data_2016[data_2016['true_value'] == 'suspicious']
+
+	df_class_0_under = df_class_0.sample(count_class_1)
+	df_test_under = pd.concat([df_class_0_under, df_class_1], axis=0)
 
-	data = data_2016[offset:][:number]
+	offset = 0
+	number = 100
+	print(df_test_under.head())
+	df_test_under = df_test_under.sample(frac=1)
+	data = df_test_under[offset:][:number]
 
 	json_resp = []
 
 	for i, row in data.iterrows():
-		json_resp.append({'customer': i, 'turnover': row['turnover']})
+		json_resp.append({'customer': i, 'turnover': row['turnover'],'inactive_days_average': row['inactive_days_average'],'channel_risk': row['channel_risk'], 'age': row['age'],'true_value': row['true_value'], 'probability': row['probability']})
 
 	ret = make_response(json.dumps(json_resp))
 	ret.status_code = 200