Hugging Face's logo

Spaces:
LeonardoMdSA
/
ML-Inference-Service-with-Drift-Detection
Sleeping

App Files Community
LeonardoMdSA commited on
Commit
27236c5
·
1 Parent(s): 7c39b61

UI adjustments

Browse files
Files changed (6) hide show
  1. app/main.py +1 -1
  2. app/static/styles.css +74 -21
  3. app/templates/dashboard.html +51 -26
  4. data/production/predictions_log.csv +311 -0
  5. reports/evidently/drift_report.html +0 -0
  6. reports/evidently/drift_report.json +222 -228
app/main.py CHANGED
@@ -27,7 +27,7 @@ MAX_SLEEP = 8
27
  MIN_BATCH = 1
28
  MAX_BATCH = 5
29
  MAX_DRIFT_ROWS = 9000
30
- MAX_DISPLAY = 101 # last N predictions for dashboard
31
 
32
  predictor = Predictor()
33
  os.makedirs(os.path.dirname(DASHBOARD_JSON), exist_ok=True)
 
27
  MIN_BATCH = 1
28
  MAX_BATCH = 5
29
  MAX_DRIFT_ROWS = 9000
30
+ MAX_DISPLAY = 100 # last N predictions for dashboard
31
 
32
  predictor = Predictor()
33
  os.makedirs(os.path.dirname(DASHBOARD_JSON), exist_ok=True)
app/static/styles.css CHANGED
@@ -1,19 +1,65 @@
1
- /* app/static/styles.css */
2
-
3
  body {
4
- font-family: Arial, sans-serif;
5
- margin: 40px;
6
- background-color: #f7f7f7;
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7
  }
8
 
9
- h1, h2 {
 
 
 
 
 
 
 
 
 
 
 
 
 
10
  color: #333;
11
  }
12
 
13
- form {
14
- margin-bottom: 20px;
15
  }
16
 
 
17
  button {
18
  background-color: #4CAF50;
19
  color: white;
@@ -27,19 +73,26 @@ button:hover {
27
  background-color: #45a049;
28
  }
29
 
30
- #predictions {
31
- background-color: #fff;
32
- padding: 15px;
33
- border-radius: 4px;
34
- border: 1px solid #ddd;
35
- max-height: 200px;
36
- overflow-y: auto;
37
- margin-bottom: 20px;
38
  }
39
 
40
- #drift-chart {
41
- background-color: #fff;
42
- padding: 15px;
43
- border-radius: 4px;
44
- border: 1px solid #ddd;
 
 
 
 
 
 
 
 
 
 
 
 
45
  }
 
1
+ /* Base Layout */
 
2
  body {
3
+ font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
4
+ background-color: #f0f2f5;
5
+ margin: 0;
6
+ padding: 0;
7
+ color: #333;
8
+ }
9
+
10
+ .container {
11
+ max-width: 1000px;
12
+ margin: 40px auto;
13
+ padding: 0 20px;
14
+ }
15
+
16
+ /* Header */
17
+ header {
18
+ text-align: center;
19
+ margin-bottom: 40px;
20
+ }
21
+
22
+ header h1 {
23
+ font-size: 2.2em;
24
+ margin-bottom: 5px;
25
+ }
26
+
27
+ header .subtitle {
28
+ font-size: 1em;
29
+ color: #555;
30
+ }
31
+
32
+ /* Cards */
33
+ .card {
34
+ background-color: #fff;
35
+ border-radius: 8px;
36
+ padding: 20px;
37
+ margin-bottom: 30px;
38
+ box-shadow: 0 2px 6px rgba(0,0,0,0.1);
39
  }
40
 
41
+ /* Tables */
42
+ table {
43
+ width: 100%;
44
+ border-collapse: collapse;
45
+ }
46
+
47
+ th, td {
48
+ padding: 8px 12px;
49
+ text-align: center;
50
+ border-bottom: 1px solid #ddd;
51
+ }
52
+
53
+ th {
54
+ background-color: #f7f7f7;
55
  color: #333;
56
  }
57
 
58
+ tr:hover {
59
+ background-color: #f1f1f1;
60
  }
61
 
62
+ /* Buttons */
63
  button {
64
  background-color: #4CAF50;
65
  color: white;
 
73
  background-color: #45a049;
74
  }
75
 
76
+ /* Drift Chart */
77
+ #drift-chart {
78
+ min-height: 300px;
 
 
 
 
 
79
  }
80
 
81
+ /* Responsive */
82
+ @media(max-width: 768px){
83
+ .container {
84
+ padding: 0 10px;
85
+ }
86
+
87
+ table, th, td {
88
+ font-size: 0.9em;
89
+ }
90
+ }
91
+
92
+ /* Footer */
93
+ footer {
94
+ text-align: center;
95
+ font-size: 0.85em;
96
+ color: #777;
97
+ margin-top: 40px;
98
  }
app/templates/dashboard.html CHANGED
@@ -3,17 +3,34 @@
3
  <head>
4
  <meta charset="UTF-8">
5
  <title>ML Inference Dashboard</title>
6
- <link rel="stylesheet" href="/static/styles.css">
7
  <script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
8
  </head>
9
  <body>
10
- <h1>ML Inference Service</h1>
 
 
 
 
11
 
12
- <h2>Recent Predictions</h2>
13
- <div id="predictions"></div>
 
 
 
 
14
 
15
- <h2>Drift Metrics</h2>
16
- <div id="drift-chart"></div>
 
 
 
 
 
 
 
 
 
17
 
18
  <script>
19
  async function fetchDashboardData() {
@@ -21,40 +38,48 @@ async function fetchDashboardData() {
21
  const resp = await fetch("/dashboard/data");
22
  const json = await resp.json();
23
 
 
 
 
24
  if(json.status === "ok") {
25
  const data = json.data;
26
 
27
- // Update predictions table
28
- const predDiv = document.getElementById("predictions");
29
- if(Array.isArray(data.results) && data.results.length > 0){
30
- predDiv.innerHTML = "<pre>" + JSON.stringify(data.results, null, 2) + "</pre>";
31
- } else {
32
- predDiv.innerHTML = "<p>No recent predictions.</p>";
33
- }
34
-
35
- // Update drift chart
36
- const driftContainer = document.getElementById("drift-chart");
37
  const driftData = data.drift || [];
38
  const columns = driftData.map(d => d.column);
39
  const scores = driftData.map(d => Number(d.score));
40
 
41
- const trace = {
42
- x: columns,
43
- y: scores,
44
- type: 'bar',
45
- marker: {color: 'orange'}
46
- };
47
-
48
  const layout = {
49
  title: 'Drift Scores by Column',
50
  yaxis: {title: 'Score'},
51
- xaxis: {title: 'Column'}
 
 
52
  };
53
 
54
- Plotly.newPlot(driftContainer, [trace], layout);
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
55
 
56
  } else {
57
- console.warn("Dashboard data not available:", json.message);
 
58
  }
59
 
60
  } catch(err) {
 
3
  <head>
4
  <meta charset="UTF-8">
5
  <title>ML Inference Dashboard</title>
6
+ <link rel="stylesheet" href="/static/styles.css?v=2.0">
7
  <script src="https://cdn.plot.ly/plotly-latest.min.js"></script>
8
  </head>
9
  <body>
10
+ <div class="container">
11
+ <header>
12
+ <h1>ML Inference Service with Drift Detection</h1>
13
+ <p class="subtitle">Default of Credit Card Clients</p>
14
+ </header>
15
 
16
+ <section class="card">
17
+ <h2>Drift Metrics</h2>
18
+ <div id="drift-chart">
19
+ <p>Loading...</p>
20
+ </div>
21
+ </section>
22
 
23
+ <section class="card">
24
+ <h2>Recent Predictions</h2>
25
+ <div id="predictions">
26
+ <p>Loading...</p>
27
+ </div>
28
+ </section>
29
+
30
+ <footer>
31
+ <p>Made with FastAPI, Plotly, Evidently, Python 3.9 and Hugging Face Spaces friendly</p>
32
+ </footer>
33
+ </div>
34
 
35
  <script>
36
  async function fetchDashboardData() {
 
38
  const resp = await fetch("/dashboard/data");
39
  const json = await resp.json();
40
 
41
+ const predDiv = document.getElementById("predictions");
42
+ const driftDiv = document.getElementById("drift-chart");
43
+
44
  if(json.status === "ok") {
45
  const data = json.data;
46
 
47
+ // --- Drift Chart ---
 
 
 
 
 
 
 
 
 
48
  const driftData = data.drift || [];
49
  const columns = driftData.map(d => d.column);
50
  const scores = driftData.map(d => Number(d.score));
51
 
52
+ const trace = { x: columns, y: scores, type: 'bar', marker: {color: '#FF7F50'} };
 
 
 
 
 
 
53
  const layout = {
54
  title: 'Drift Scores by Column',
55
  yaxis: {title: 'Score'},
56
+ xaxis: {title: 'Column'},
57
+ margin: {t: 40, l: 50, r: 30, b: 80},
58
+ font: {size: 12}
59
  };
60
 
61
+ Plotly.newPlot(driftDiv, [trace], layout, {responsive: true});
62
+
63
+ // --- Predictions Table ---
64
+ if(Array.isArray(data.results) && data.results.length > 0){
65
+ let table = "<table><thead><tr><th>#</th><th>Prediction</th><th>Probability</th><th>Risk Level</th></tr></thead><tbody>";
66
+ data.results.forEach((r, i) => {
67
+ table += `<tr>
68
+ <td>${i+1}</td>
69
+ <td>${r.prediction}</td>
70
+ <td>${(r.probability*100).toFixed(2)}%</td>
71
+ <td>${r.risk_level}</td>
72
+ </tr>`;
73
+ });
74
+ table += "</tbody></table>";
75
+ predDiv.innerHTML = table;
76
+ } else {
77
+ predDiv.innerHTML = "<p>No recent predictions.</p>";
78
+ }
79
 
80
  } else {
81
+ predDiv.innerHTML = "<p>Dashboard data not available.</p>";
82
+ driftDiv.innerHTML = "<p>Dashboard data not available.</p>";
83
  }
84
 
85
  } catch(err) {
data/production/predictions_log.csv CHANGED
@@ -132,3 +132,314 @@ credit_limit,age,pay_delay_sep,pay_delay_aug,bill_amt_sep,bill_amt_aug,pay_amt_s
132
  120000.0,54,-2,-2,0.0,0.0,0.0,0.0,0,0,0.07400624870754548,Low,v1,2026-01-15 17:06:42.295385+00:00
133
  50000.0,35,0,-1,12000.0,11000.0,3000.0,2500.0,,0,0.20681478861472152,Low,v1,2026-01-16 12:53:17.561287+00:00
134
  200000.0,42,2,0,60000.0,58000.0,10000.0,9000.0,,0,0.4295814923706167,Low,v1,2026-01-16 12:53:17.561287+00:00
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
132
  120000.0,54,-2,-2,0.0,0.0,0.0,0.0,0,0,0.07400624870754548,Low,v1,2026-01-15 17:06:42.295385+00:00
133
  50000.0,35,0,-1,12000.0,11000.0,3000.0,2500.0,,0,0.20681478861472152,Low,v1,2026-01-16 12:53:17.561287+00:00
134
  200000.0,42,2,0,60000.0,58000.0,10000.0,9000.0,,0,0.4295814923706167,Low,v1,2026-01-16 12:53:17.561287+00:00
135
+ 140000.0,29,0,0,132629.0,55185.0,5000.0,2000.0,0,0,0.13497128721088827,Low,v1,2026-01-29 11:37:02.749298+00:00
136
+ 90000.0,23,0,0,13107.0,13740.0,1251.0,1281.0,0,0,0.21451298899890026,Low,v1,2026-01-29 11:37:02.749298+00:00
137
+ 260000.0,29,0,0,190074.0,193244.0,6847.0,6846.0,0,0,0.14151052064711983,Low,v1,2026-01-29 11:37:05.369568+00:00
138
+ 270000.0,25,0,0,22579.0,23579.0,1380.0,1419.0,0,0,0.18538295072595512,Low,v1,2026-01-29 11:37:05.369568+00:00
139
+ 50000.0,49,0,0,49195.0,48496.0,47000.0,2000.0,1,0,0.15918381745761737,Low,v1,2026-01-29 11:37:10.764484+00:00
140
+ 50000.0,45,-1,-1,942.0,942.0,942.0,942.0,1,0,0.14267031317523768,Low,v1,2026-01-29 11:37:10.764484+00:00
141
+ 100000.0,28,0,0,77007.0,80708.0,5000.0,5000.0,0,0,0.1933584254427851,Low,v1,2026-01-29 11:37:10.764484+00:00
142
+ 360000.0,29,0,0,270528.0,267435.0,10256.0,12000.0,0,0,0.10473748218897184,Low,v1,2026-01-29 11:37:10.764484+00:00
143
+ 230000.0,29,0,0,12394.0,12105.0,2102.0,3000.0,0,0,0.19571471095897436,Low,v1,2026-01-29 11:37:10.764484+00:00
144
+ 110000.0,23,2,0,1587.0,2399.0,1000.0,0.0,1,0,0.4811067455490485,Low,v1,2026-01-29 11:37:17.625388+00:00
145
+ 200000.0,46,2,2,64158.0,65506.0,3000.0,3000.0,1,1,0.5570169789979025,Medium,v1,2026-01-29 11:37:17.625388+00:00
146
+ 70000.0,26,0,0,65329.0,64584.0,3000.0,4000.0,0,0,0.20063278705993973,Low,v1,2026-01-29 11:37:17.625388+00:00
147
+ 50000.0,50,0,0,49068.0,47947.0,1848.0,2194.0,0,0,0.2534631043156498,Low,v1,2026-01-29 11:37:21.083309+00:00
148
+ 500000.0,28,0,0,302089.0,279409.0,10049.0,10106.0,0,0,0.08233748118162774,Low,v1,2026-01-29 11:37:21.083309+00:00
149
+ 150000.0,26,0,0,81638.0,70605.0,2481.0,4263.0,0,0,0.17822221951265316,Low,v1,2026-01-29 11:37:21.083309+00:00
150
+ 200000.0,32,0,0,141634.0,145060.0,5700.0,6000.0,0,0,0.16609796725813478,Low,v1,2026-01-29 11:37:21.083309+00:00
151
+ 50000.0,27,0,0,48534.0,48429.0,1824.0,2279.0,0,0,0.21525824359405554,Low,v1,2026-01-29 11:37:32.537572+00:00
152
+ 20000.0,42,0,0,15717.0,16724.0,1276.0,1603.0,0,0,0.2589268870149798,Low,v1,2026-01-29 11:37:32.537572+00:00
153
+ 20000.0,46,1,2,3098.0,2901.0,0.0,1000.0,1,0,0.4885778499675496,Low,v1,2026-01-29 11:37:32.537572+00:00
154
+ 70000.0,29,0,0,32938.0,33635.0,1548.0,2200.0,0,0,0.22044410344049084,Low,v1,2026-01-29 11:37:32.537572+00:00
155
+ 230000.0,47,0,0,182787.0,173108.0,7000.0,5665.0,0,0,0.16314554802004627,Low,v1,2026-01-29 11:37:34.861366+00:00
156
+ 180000.0,37,-2,-2,0.0,0.0,0.0,621.0,0,0,0.05981712614986534,Low,v1,2026-01-29 11:37:34.861366+00:00
157
+ 130000.0,38,-1,-1,5636.0,8485.0,8510.0,6279.0,0,0,0.11107369423556913,Low,v1,2026-01-29 11:37:34.861366+00:00
158
+ 240000.0,30,-1,-1,17047.0,15188.0,15188.0,11366.0,0,0,0.08054264444536398,Low,v1,2026-01-29 11:37:37.544121+00:00
159
+ 220000.0,32,-1,-1,5359.0,4217.0,4217.0,2907.0,0,0,0.10325098597838651,Low,v1,2026-01-29 11:37:37.544121+00:00
160
+ 320000.0,43,2,0,520651.0,383123.0,10000.0,11000.0,1,0,0.15447738004595515,Low,v1,2026-01-29 11:37:37.544121+00:00
161
+ 410000.0,38,-1,-1,499.0,0.0,0.0,35509.0,0,0,0.07489328379498578,Low,v1,2026-01-29 11:37:47.410419+00:00
162
+ 220000.0,37,2,0,217638.0,213843.0,7506.0,23007.0,0,0,0.33306225648511856,Low,v1,2026-01-29 11:37:50.061893+00:00
163
+ 90000.0,44,-1,-1,421.0,9522.0,9422.0,0.0,0,0,0.12944212377500242,Low,v1,2026-01-29 11:37:56.466008+00:00
164
+ 320000.0,34,0,0,117983.0,111695.0,10009.0,15000.0,0,0,0.13553646898305857,Low,v1,2026-01-29 11:37:56.466008+00:00
165
+ 80000.0,27,0,0,58777.0,60201.0,3000.0,3000.0,0,0,0.2049977151018011,Low,v1,2026-01-29 11:37:56.466008+00:00
166
+ 100000.0,27,0,0,48051.0,49247.0,2000.0,2200.0,0,0,0.20744936341922499,Low,v1,2026-01-29 11:37:56.466008+00:00
167
+ 50000.0,50,0,0,14592.0,16335.0,2000.0,2000.0,0,0,0.2661114665945107,Low,v1,2026-01-29 11:38:02.304940+00:00
168
+ 200000.0,28,0,0,5733.0,4426.0,2023.0,2018.0,0,0,0.20160825109681524,Low,v1,2026-01-29 11:38:02.304940+00:00
169
+ 130000.0,52,0,0,50662.0,51562.0,4600.0,0.0,0,0,0.23972257663419175,Low,v1,2026-01-29 11:38:02.304940+00:00
170
+ 60000.0,28,-1,-1,2848.0,1469.0,1469.0,1675.0,0,0,0.1206450126890034,Low,v1,2026-01-29 11:38:02.304940+00:00
171
+ 30000.0,49,0,0,25144.0,25831.0,1500.0,4500.0,0,0,0.2612982205770838,Low,v1,2026-01-29 11:38:07.627554+00:00
172
+ 360000.0,35,-1,-1,3771.0,900.0,900.0,0.0,0,0,0.09844847699981558,Low,v1,2026-01-29 11:38:07.627554+00:00
173
+ 230000.0,31,-2,-2,-7.0,6785.0,6792.0,0.0,0,0,0.05134135327563647,Low,v1,2026-01-29 11:38:07.627554+00:00
174
+ 220000.0,26,0,0,29452.0,33967.0,5000.0,8000.0,0,0,0.17974144283468677,Low,v1,2026-01-29 11:38:17.145806+00:00
175
+ 80000.0,25,0,-1,3525.0,1504.0,1654.0,0.0,1,0,0.19431911048278147,Low,v1,2026-01-29 11:38:17.145806+00:00
176
+ 50000.0,29,2,2,48286.0,49286.0,2100.0,1800.0,1,1,0.5664841482958874,Medium,v1,2026-01-29 11:38:17.145806+00:00
177
+ 10000.0,44,1,2,7816.0,7542.0,0.0,1149.0,0,0,0.4841623658046412,Low,v1,2026-01-29 11:38:17.145806+00:00
178
+ 20000.0,33,2,0,17999.0,19090.0,1700.0,3243.0,1,1,0.5126031779241779,Medium,v1,2026-01-29 11:38:20.227279+00:00
179
+ 70000.0,42,0,0,22068.0,30307.0,29500.0,2000.0,0,0,0.19037107138939222,Low,v1,2026-01-29 11:38:20.227279+00:00
180
+ 440000.0,33,-1,-1,2976.0,16911.0,16911.0,5945.0,0,0,0.0758173184990934,Low,v1,2026-01-29 11:38:22.507558+00:00
181
+ 30000.0,27,0,0,30342.0,29337.0,1500.0,1485.0,1,0,0.22493326121666843,Low,v1,2026-01-29 11:38:22.507558+00:00
182
+ 170000.0,47,0,0,34804.0,35525.0,1600.0,2000.0,0,0,0.23197934382636945,Low,v1,2026-01-29 11:38:22.507558+00:00
183
+ 140000.0,32,0,0,90590.0,97047.0,8000.0,7000.0,0,0,0.18287776283556895,Low,v1,2026-01-29 11:38:32.077881+00:00
184
+ 200000.0,26,0,0,153900.0,0.0,0.0,0.0,0,0,0.09826596970833257,Low,v1,2026-01-29 11:38:32.077881+00:00
185
+ 170000.0,31,-1,0,60644.0,63948.0,5000.0,5000.0,0,0,0.11377468301355342,Low,v1,2026-01-29 11:38:32.077881+00:00
186
+ 30000.0,23,0,0,4443.0,370.0,430.0,400.0,0,0,0.22722227445520957,Low,v1,2026-01-29 11:38:32.077881+00:00
187
+ 110000.0,23,0,0,78793.0,79182.0,3400.0,4000.0,0,0,0.1864105525026308,Low,v1,2026-01-29 11:38:32.077881+00:00
188
+ 300000.0,54,1,-2,0.0,0.0,0.0,1702.0,0,0,0.28669603086269085,Low,v1,2026-01-29 11:38:38.430877+00:00
189
+ 50000.0,33,0,0,97190.0,48290.0,1787.0,2130.0,1,0,0.1804385044617603,Low,v1,2026-01-29 11:38:38.430877+00:00
190
+ 350000.0,33,-2,-2,6016.0,4322.0,4348.0,5596.0,0,0,0.0438545545582456,Low,v1,2026-01-29 11:38:40.787028+00:00
191
+ 240000.0,50,-2,-2,498.0,-2.0,0.0,499.0,0,0,0.06326158281923774,Low,v1,2026-01-29 11:38:40.787028+00:00
192
+ 250000.0,36,-2,-2,2200.0,0.0,0.0,0.0,0,0,0.05501767773354725,Low,v1,2026-01-29 11:38:46.953493+00:00
193
+ 110000.0,28,0,0,96131.0,106932.0,14000.0,27.0,0,0,0.18062958593284467,Low,v1,2026-01-29 11:38:46.953493+00:00
194
+ 120000.0,28,0,0,20578.0,21742.0,2000.0,2000.0,0,0,0.2130430558384171,Low,v1,2026-01-29 11:38:46.953493+00:00
195
+ 320000.0,46,0,0,345408.0,340055.0,15004.0,13004.0,0,0,0.10527865886248224,Low,v1,2026-01-29 11:38:46.953493+00:00
196
+ 260000.0,44,0,0,250416.0,257987.0,11000.0,7100.0,0,0,0.14274371263765612,Low,v1,2026-01-29 11:38:53.190747+00:00
197
+ 150000.0,35,-2,-2,-10.0,8846.0,8856.0,6731.0,1,0,0.05357341030937975,Low,v1,2026-01-29 11:38:53.190747+00:00
198
+ 180000.0,27,1,-1,0.0,1530.0,1530.0,0.0,0,0,0.2933234946402974,Low,v1,2026-01-29 11:38:53.190747+00:00
199
+ 280000.0,31,0,0,136798.0,129735.0,4528.0,4340.0,0,0,0.15291348057490742,Low,v1,2026-01-29 11:38:53.190747+00:00
200
+ 110000.0,26,0,-1,60808.0,196.0,196.0,3290.0,0,0,0.14362331432067635,Low,v1,2026-01-29 11:38:55.579927+00:00
201
+ 330000.0,48,-2,-2,6051.0,8346.0,8387.0,8996.0,0,0,0.04817376885490325,Low,v1,2026-01-29 11:38:55.579927+00:00
202
+ 140000.0,29,0,0,62023.0,61729.0,3000.0,8600.0,0,0,0.18876449182903374,Low,v1,2026-01-29 11:39:01.818130+00:00
203
+ 140000.0,41,0,0,85698.0,24993.0,1400.0,1337.0,0,0,0.1752020057813411,Low,v1,2026-01-29 11:39:01.818130+00:00
204
+ 90000.0,27,0,0,20461.0,21465.0,1649.0,1679.0,0,0,0.21779667646515058,Low,v1,2026-01-29 11:39:01.818130+00:00
205
+ 70000.0,41,0,0,72593.0,72526.0,4000.0,36500.0,1,0,0.1767195047036248,Low,v1,2026-01-29 11:39:01.818130+00:00
206
+ 110000.0,37,0,0,112091.0,112380.0,4625.0,3112.0,0,0,0.19753855636992734,Low,v1,2026-01-29 11:39:09.124441+00:00
207
+ 60000.0,33,-1,0,14932.0,12840.0,5000.0,10390.0,0,0,0.12818843100695615,Low,v1,2026-01-29 11:39:09.124441+00:00
208
+ 50000.0,32,0,0,50962.0,50212.0,2264.0,1000.0,0,0,0.2231579608682345,Low,v1,2026-01-29 11:39:09.124441+00:00
209
+ 140000.0,33,0,0,62063.0,56426.0,22400.0,2000.0,0,0,0.1632386766187153,Low,v1,2026-01-29 11:39:09.124441+00:00
210
+ 360000.0,59,1,-2,0.0,0.0,0.0,0.0,1,0,0.2867334439767266,Low,v1,2026-01-29 11:39:09.124441+00:00
211
+ 360000.0,57,1,-2,0.0,0.0,0.0,860.0,0,0,0.2813886790415408,Low,v1,2026-01-29 11:39:11.532790+00:00
212
+ 130000.0,25,0,0,128976.0,131763.0,7100.0,6000.0,0,0,0.1667931638286186,Low,v1,2026-01-29 11:39:11.532790+00:00
213
+ 200000.0,39,0,0,192257.0,192560.0,7004.0,10061.0,0,0,0.15563507551228575,Low,v1,2026-01-29 11:39:11.532790+00:00
214
+ 260000.0,37,0,0,9801.0,11115.0,1485.0,1300.0,0,0,0.2082926341623775,Low,v1,2026-01-29 11:39:11.532790+00:00
215
+ 70000.0,22,0,0,72473.0,72189.0,3500.0,3427.0,0,0,0.19292982112214396,Low,v1,2026-01-29 11:39:16.857997+00:00
216
+ 80000.0,24,0,0,13118.0,11622.0,1500.0,1511.0,0,0,0.21548901535331605,Low,v1,2026-01-29 11:39:16.857997+00:00
217
+ 80000.0,27,-1,-1,2197.0,3613.0,3613.0,1500.0,0,0,0.11611639091668019,Low,v1,2026-01-29 11:39:16.857997+00:00
218
+ 80000.0,23,0,0,66909.0,67465.0,2451.0,3017.0,0,0,0.19738071337970156,Low,v1,2026-01-29 11:39:16.857997+00:00
219
+ 100000.0,37,2,2,38604.0,37688.0,0.0,2000.0,1,1,0.5803882726239527,Medium,v1,2026-01-29 11:39:22.071233+00:00
220
+ 200000.0,26,1,-1,-1544.0,8510.0,12651.0,0.0,0,0,0.26620726738034844,Low,v1,2026-01-29 11:39:22.071233+00:00
221
+ 200000.0,37,0,0,19149.0,20103.0,1500.0,2000.0,0,0,0.2148560159230174,Low,v1,2026-01-29 11:39:22.071233+00:00
222
+ 110000.0,39,0,0,18310.0,19327.0,1327.0,1650.0,0,0,0.2354804691280446,Low,v1,2026-01-29 11:39:22.071233+00:00
223
+ 50000.0,22,0,0,47718.0,48719.0,2106.0,2200.0,0,0,0.2078450425959905,Low,v1,2026-01-29 11:39:22.071233+00:00
224
+ 20000.0,52,0,0,10248.0,11271.0,1501.0,2743.0,1,0,0.27673038769293445,Low,v1,2026-01-29 11:39:25.714602+00:00
225
+ 250000.0,37,1,-2,0.0,0.0,0.0,9737.0,0,0,0.2516857545534874,Low,v1,2026-01-29 11:39:25.714602+00:00
226
+ 500000.0,53,-1,-1,1453.0,961.0,961.0,159.0,0,0,0.10186648246403204,Low,v1,2026-01-29 11:39:25.714602+00:00
227
+ 280000.0,37,-2,-2,7523.0,1567.0,1574.0,0.0,0,0,0.051713110365627556,Low,v1,2026-01-29 11:39:33.314215+00:00
228
+ 480000.0,34,-1,-1,19810.0,3478.0,3495.0,8037.0,0,0,0.0737731695678403,Low,v1,2026-01-29 11:39:33.314215+00:00
229
+ 180000.0,29,-2,-1,0.0,287.0,287.0,5293.0,0,0,0.06241157621220985,Low,v1,2026-01-29 11:39:33.314215+00:00
230
+ 50000.0,44,0,0,13881.0,11494.0,3483.0,0.0,0,0,0.25177107317893105,Low,v1,2026-01-29 11:39:38.225065+00:00
231
+ 360000.0,57,1,-2,0.0,0.0,0.0,860.0,0,0,0.2813886790415408,Low,v1,2026-01-29 11:39:38.225065+00:00
232
+ 170000.0,29,0,0,69314.0,65083.0,2330.0,3028.0,0,0,0.18837737169988114,Low,v1,2026-01-29 11:39:38.225065+00:00
233
+ 30000.0,40,1,4,14557.0,14039.0,0.0,0.0,1,1,0.550581726832476,Medium,v1,2026-01-29 11:39:38.225065+00:00
234
+ 50000.0,27,1,2,47568.0,46482.0,0.0,2000.0,1,0,0.41612229470215945,Low,v1,2026-01-29 11:39:46.459464+00:00
235
+ 80000.0,28,0,0,80849.0,79422.0,3200.0,9000.0,0,0,0.19060256330768613,Low,v1,2026-01-29 11:39:46.459464+00:00
236
+ 100000.0,31,0,0,91176.0,95664.0,6000.0,6000.0,0,0,0.19150491561842672,Low,v1,2026-01-29 11:39:46.459464+00:00
237
+ 70000.0,55,0,0,57867.0,53214.0,1920.0,2230.0,0,0,0.25291894063578224,Low,v1,2026-01-29 11:39:53.607692+00:00
238
+ 110000.0,24,0,0,6071.0,0.0,0.0,3308.0,0,0,0.2096600154982332,Low,v1,2026-01-29 11:39:53.607692+00:00
239
+ 100000.0,46,2,0,100000.0,99774.0,4500.0,5000.0,1,0,0.4765402013232071,Low,v1,2026-01-29 11:39:53.607692+00:00
240
+ 20000.0,22,4,3,16226.0,15682.0,0.0,0.0,1,1,0.8444265380220718,High,v1,2026-01-29 11:39:53.607692+00:00
241
+ 100000.0,46,0,0,80402.0,86137.0,8000.0,1100.0,0,0,0.22099918283045117,Low,v1,2026-01-29 11:40:01.340410+00:00
242
+ 250000.0,27,0,0,85238.0,87797.0,20004.0,2893.0,0,0,0.14383746997666105,Low,v1,2026-01-29 11:40:01.340410+00:00
243
+ 100000.0,32,-1,2,4080.0,2271.0,0.0,4107.0,0,0,0.18164922185601529,Low,v1,2026-01-29 11:40:01.340410+00:00
244
+ 360000.0,43,0,-1,30769.0,13532.0,13952.0,864.0,0,0,0.14062065445213465,Low,v1,2026-01-29 11:40:01.340410+00:00
245
+ 60000.0,25,0,0,34992.0,36106.0,2000.0,2000.0,1,0,0.21479190112460506,Low,v1,2026-01-29 11:40:03.594811+00:00
246
+ 10000.0,22,2,0,7720.0,10063.0,2500.0,1000.0,1,0,0.4966800665951546,Low,v1,2026-01-29 11:40:03.594811+00:00
247
+ 60000.0,42,0,0,99114.0,97895.0,3700.0,3000.0,0,0,0.21823233915929957,Low,v1,2026-01-29 11:40:03.594811+00:00
248
+ 120000.0,45,0,0,118287.0,117775.0,5700.0,5700.0,0,0,0.20018822612470308,Low,v1,2026-01-29 11:40:09.303722+00:00
249
+ 20000.0,37,2,2,12443.0,13947.0,2000.0,902.0,0,1,0.6086316282278572,Medium,v1,2026-01-29 11:40:09.303722+00:00
250
+ 20000.0,27,-2,-2,-2000.0,780.0,2780.0,2000.0,0,0,0.06193842534394686,Low,v1,2026-01-29 11:40:09.303722+00:00
251
+ 50000.0,27,1,2,19029.0,18431.0,0.0,5000.0,0,0,0.4213133147398821,Low,v1,2026-01-29 11:40:09.303722+00:00
252
+ 180000.0,28,0,0,54972.0,42329.0,2000.0,2002.0,0,0,0.18548330080888858,Low,v1,2026-01-29 11:40:16.360552+00:00
253
+ 240000.0,29,0,0,187431.0,186968.0,8200.0,8000.0,0,0,0.13940218200244484,Low,v1,2026-01-29 11:40:16.360552+00:00
254
+ 50000.0,30,0,0,45977.0,45931.0,1823.0,1818.0,0,0,0.2215108765749685,Low,v1,2026-01-29 11:40:23.929292+00:00
255
+ 10000.0,48,1,2,3133.0,1473.0,0.0,9196.0,0,0,0.4769035589686436,Low,v1,2026-01-29 11:40:23.929292+00:00
256
+ 200000.0,41,-2,-2,20950.0,182.0,182.0,3165.0,0,0,0.05313279700424572,Low,v1,2026-01-29 11:40:23.929292+00:00
257
+ 70000.0,40,2,2,69164.0,70938.0,3500.0,0.0,1,1,0.5790735404693401,Medium,v1,2026-01-29 11:40:23.929292+00:00
258
+ 20000.0,23,3,2,12508.0,12015.0,0.0,2955.0,1,1,0.713734736297553,Medium,v1,2026-01-29 11:40:31.240177+00:00
259
+ 170000.0,29,0,0,56980.0,55889.0,3000.0,2236.0,0,0,0.19309610782776565,Low,v1,2026-01-29 11:40:36.857676+00:00
260
+ 210000.0,29,1,-2,0.0,0.0,0.0,0.0,1,0,0.2609016195779877,Low,v1,2026-01-29 11:40:36.857676+00:00
261
+ 80000.0,39,0,0,77020.0,76246.0,3179.0,1699.0,1,0,0.21914809695009962,Low,v1,2026-01-29 11:40:36.857676+00:00
262
+ 50000.0,29,2,0,50461.0,48340.0,2100.0,4900.0,0,0,0.47454190479418534,Low,v1,2026-01-29 11:40:36.857676+00:00
263
+ 480000.0,46,-1,-1,993.0,1317.0,1317.0,0.0,0,0,0.09783537229430948,Low,v1,2026-01-29 11:40:36.857676+00:00
264
+ 260000.0,32,-2,-2,0.0,0.0,0.0,0.0,1,0,0.053194973615405435,Low,v1,2026-01-29 11:40:46.118927+00:00
265
+ 70000.0,22,0,0,72473.0,72189.0,3500.0,3427.0,0,0,0.19292982112214396,Low,v1,2026-01-29 11:40:46.118927+00:00
266
+ 20000.0,35,0,0,15852.0,16861.0,1579.0,1602.0,1,0,0.245649954011003,Low,v1,2026-01-29 11:40:46.118927+00:00
267
+ 180000.0,28,2,0,117328.0,115140.0,4117.0,3504.0,0,0,0.4098860357546112,Low,v1,2026-01-29 11:40:46.118927+00:00
268
+ 60000.0,24,0,0,35138.0,35776.0,1553.0,2000.0,0,0,0.2137894604122857,Low,v1,2026-01-29 11:40:53.897892+00:00
269
+ 220000.0,31,1,2,224244.0,210290.0,0.0,6800.0,1,0,0.2999183812488177,Low,v1,2026-01-29 11:40:53.897892+00:00
270
+ 20000.0,22,0,0,16936.0,18139.0,2684.0,2000.0,0,0,0.22036249670824154,Low,v1,2026-01-29 11:41:00.957212+00:00
271
+ 50000.0,28,0,0,45797.0,47226.0,2500.0,1900.0,1,0,0.21775316232360722,Low,v1,2026-01-29 11:41:00.957212+00:00
272
+ 40000.0,27,0,0,33077.0,34055.0,1554.0,3071.0,0,0,0.22136362398357298,Low,v1,2026-01-29 11:41:06.866561+00:00
273
+ 200000.0,36,0,0,175353.0,150969.0,25001.0,5701.0,1,0,0.1204467972686571,Low,v1,2026-01-29 11:41:06.866561+00:00
274
+ 430000.0,43,0,-1,30000.0,28490.0,28647.0,35000.0,0,0,0.091543707219625,Low,v1,2026-01-29 11:41:15.820647+00:00
275
+ 80000.0,27,0,0,80658.0,70963.0,3800.0,3600.0,0,0,0.18982808524539668,Low,v1,2026-01-29 11:41:15.820647+00:00
276
+ 120000.0,28,0,0,103676.0,96833.0,3283.0,3000.0,0,0,0.1831042443247747,Low,v1,2026-01-29 11:41:15.820647+00:00
277
+ 170000.0,27,2,2,169057.0,170609.0,7500.0,0.0,0,0,0.47096943630511506,Low,v1,2026-01-29 11:41:20.245945+00:00
278
+ 300000.0,56,0,0,282506.0,281606.0,20024.0,20035.0,0,0,0.11594380556695244,Low,v1,2026-01-29 11:41:30.683038+00:00
279
+ 300000.0,28,-1,-1,16094.0,2259.0,2259.0,0.0,0,0,0.0910112060807577,Low,v1,2026-01-29 11:41:34.876684+00:00
280
+ 260000.0,38,0,0,16995.0,12947.0,3087.0,33000.0,0,0,0.16110219410102636,Low,v1,2026-01-29 11:41:34.876684+00:00
281
+ 50000.0,23,1,2,50638.0,49484.0,0.0,2155.0,1,0,0.40539334942463173,Low,v1,2026-01-29 11:41:45.588359+00:00
282
+ 20000.0,34,-2,-2,2216.0,2199.0,2199.0,1530.0,0,0,0.06549054375013609,Low,v1,2026-01-29 11:41:45.588359+00:00
283
+ 120000.0,32,-1,2,1192.0,696.0,0.0,1179.0,0,0,0.18379553759468317,Low,v1,2026-01-29 11:41:52.873938+00:00
284
+ 110000.0,27,0,0,69970.0,66423.0,4009.0,5083.0,0,0,0.18922644436838468,Low,v1,2026-01-29 11:41:55.061032+00:00
285
+ 140000.0,36,1,-1,119279.0,6771.0,10000.0,10000.0,0,0,0.16713531787824362,Low,v1,2026-01-29 11:41:55.061032+00:00
286
+ 50000.0,40,2,0,48785.0,49762.0,2090.0,2450.0,1,1,0.5096921021684621,Medium,v1,2026-01-29 11:41:55.061032+00:00
287
+ 240000.0,27,0,0,240428.0,235782.0,7227.0,4486.0,0,0,0.13039553486849115,Low,v1,2026-01-29 11:41:55.061032+00:00
288
+ 270000.0,43,0,0,135068.0,102743.0,5000.0,7000.0,0,0,0.152065560415163,Low,v1,2026-01-29 11:42:02.702577+00:00
289
+ 270000.0,31,0,0,21129.0,16616.0,1697.0,2500.0,0,0,0.1888877100272165,Low,v1,2026-01-29 11:42:02.702577+00:00
290
+ 280000.0,43,-2,-2,14633.0,5600.0,5600.0,13397.0,0,0,0.045574690866666503,Low,v1,2026-01-29 11:42:02.702577+00:00
291
+ 170000.0,53,0,0,161858.0,162402.0,5800.0,6500.0,0,0,0.19263198245751223,Low,v1,2026-01-29 11:42:02.702577+00:00
292
+ 20000.0,39,1,2,8562.0,9478.0,1200.0,0.0,1,0,0.46932922887352835,Low,v1,2026-01-29 11:42:02.702577+00:00
293
+ 240000.0,40,0,0,338294.0,79849.0,2857.0,3000.0,0,0,0.051665141646415405,Low,v1,2026-01-29 11:42:05.670681+00:00
294
+ 140000.0,38,1,2,129497.0,131877.0,6000.0,7000.0,1,0,0.3633230343595232,Low,v1,2026-01-29 11:42:05.670681+00:00
295
+ 330000.0,35,-1,-1,117.0,0.0,0.0,222.0,0,0,0.10368218773049613,Low,v1,2026-01-29 11:42:05.670681+00:00
296
+ 80000.0,25,-2,-2,0.0,0.0,0.0,0.0,0,0,0.05950489894422149,Low,v1,2026-01-29 11:42:05.670681+00:00
297
+ 90000.0,23,0,0,90508.0,89618.0,3432.0,3615.0,1,0,0.18636836434463688,Low,v1,2026-01-29 11:42:15.286998+00:00
298
+ 160000.0,46,-2,-2,-510.0,-520.0,380.0,2000.0,0,0,0.06508247039298003,Low,v1,2026-01-29 11:42:15.286998+00:00
299
+ 140000.0,34,0,0,32538.0,36002.0,4000.0,5000.0,0,0,0.20901663595893424,Low,v1,2026-01-29 11:42:15.286998+00:00
300
+ 360000.0,43,-2,-2,0.0,0.0,0.0,0.0,0,0,0.05326479163229313,Low,v1,2026-01-29 11:42:20.781045+00:00
301
+ 50000.0,27,1,2,35905.0,35028.0,0.0,1908.0,0,0,0.42098785162986685,Low,v1,2026-01-29 11:42:20.781045+00:00
302
+ 90000.0,35,-1,0,5488.0,2380.0,1000.0,0.0,0,0,0.14448203915562885,Low,v1,2026-01-29 11:42:20.781045+00:00
303
+ 210000.0,44,0,0,308361.0,314507.0,9408.0,10300.0,1,0,0.13643610428862413,Low,v1,2026-01-29 11:42:20.781045+00:00
304
+ 500000.0,36,0,0,34639.0,41481.0,10010.0,8078.0,0,0,0.144971223967219,Low,v1,2026-01-29 11:42:24.919417+00:00
305
+ 230000.0,56,-2,-2,10511.0,2381.0,2381.0,2580.0,1,0,0.06159907092325167,Low,v1,2026-01-29 11:42:24.919417+00:00
306
+ 270000.0,27,-1,-1,1390.0,363.0,363.0,14841.0,0,0,0.09061785392902827,Low,v1,2026-01-29 11:42:24.919417+00:00
307
+ 100000.0,35,0,0,77394.0,76081.0,2640.0,3007.0,1,0,0.20813955121804806,Low,v1,2026-01-29 11:42:31.092175+00:00
308
+ 20000.0,41,1,2,18548.0,21046.0,3100.0,3.0,0,0,0.4657071102297592,Low,v1,2026-01-29 11:42:31.092175+00:00
309
+ 120000.0,47,0,0,71777.0,73282.0,2700.0,3400.0,1,0,0.226764718717864,Low,v1,2026-01-29 11:42:31.092175+00:00
310
+ 170000.0,29,-1,-1,1380.0,9493.0,9533.0,5004.0,0,0,0.10156373874307778,Low,v1,2026-01-29 11:42:35.362656+00:00
311
+ 20000.0,37,1,2,14440.0,13916.0,0.0,2000.0,1,0,0.46041153836678617,Low,v1,2026-01-29 11:42:35.362656+00:00
312
+ 150000.0,27,0,0,5877.0,6640.0,1268.0,1284.0,0,0,0.212475095162706,Low,v1,2026-01-29 11:42:35.362656+00:00
313
+ 50000.0,47,0,0,51129.0,50378.0,2096.0,1000.0,0,0,0.2491118458421519,Low,v1,2026-01-29 11:42:35.362656+00:00
314
+ 150000.0,33,-2,-2,-3.0,-3.0,0.0,0.0,0,0,0.05971886586826394,Low,v1,2026-01-29 11:42:45.105919+00:00
315
+ 50000.0,58,0,0,46190.0,44450.0,2000.0,20266.0,0,0,0.23894169485519515,Low,v1,2026-01-29 11:42:45.105919+00:00
316
+ 430000.0,46,-2,-2,9270.0,43717.0,43717.0,4153.0,0,0,0.03266661299564872,Low,v1,2026-01-29 11:42:45.105919+00:00
317
+ 50000.0,29,0,0,50148.0,50761.0,1840.0,1311.0,0,0,0.21992802224706978,Low,v1,2026-01-29 11:42:45.105919+00:00
318
+ 200000.0,45,0,0,69817.0,71272.0,2049.0,6104.0,0,0,0.20755357385980727,Low,v1,2026-01-29 11:42:45.105919+00:00
319
+ 160000.0,37,0,0,16750.0,9715.0,1100.0,1500.0,0,0,0.2184587371762708,Low,v1,2026-01-29 11:42:50.303910+00:00
320
+ 420000.0,53,-1,-1,1936.0,3473.0,3489.0,12290.0,0,0,0.09774551406269126,Low,v1,2026-01-29 11:42:50.303910+00:00
321
+ 80000.0,34,0,0,73414.0,66122.0,3558.0,2600.0,0,0,0.2055689423088044,Low,v1,2026-01-29 11:43:00.017234+00:00
322
+ 120000.0,46,-2,-2,0.0,0.0,0.0,0.0,1,0,0.06897673917405187,Low,v1,2026-01-29 11:43:00.017234+00:00
323
+ 100000.0,30,-1,0,100037.0,101163.0,3607.0,4001.0,0,0,0.11559034768288215,Low,v1,2026-01-29 11:43:00.017234+00:00
324
+ 200000.0,43,0,-1,1243.0,1435.0,1453.0,1270.0,0,0,0.20253036844999228,Low,v1,2026-01-29 11:43:00.017234+00:00
325
+ 300000.0,39,0,0,127237.0,114506.0,4100.0,4600.0,0,0,0.15951265626447733,Low,v1,2026-01-29 11:43:05.594738+00:00
326
+ 410000.0,40,-1,-1,34405.0,18612.0,18612.0,8944.0,0,0,0.0676600180536955,Low,v1,2026-01-29 11:43:05.594738+00:00
327
+ 140000.0,46,0,0,82497.0,83206.0,2978.0,3997.0,0,0,0.2166130519896676,Low,v1,2026-01-29 11:43:05.594738+00:00
328
+ 200000.0,27,0,0,108422.0,106437.0,3900.0,4345.0,0,0,0.1688327254274145,Low,v1,2026-01-29 11:43:05.594738+00:00
329
+ 70000.0,31,0,0,9633.0,11462.0,2000.0,3000.0,0,0,0.22874745656890041,Low,v1,2026-01-29 11:43:14.985754+00:00
330
+ 70000.0,49,2,2,19954.0,21024.0,1700.0,1400.0,1,1,0.6200653384826493,Medium,v1,2026-01-29 11:43:14.985754+00:00
331
+ 250000.0,33,-1,-1,484.0,0.0,0.0,242.0,0,0,0.109494780189669,Low,v1,2026-01-29 11:43:14.985754+00:00
332
+ 20000.0,31,-1,-1,1550.0,1550.0,1550.0,1826.0,0,0,0.12882882216912728,Low,v1,2026-01-29 11:43:14.985754+00:00
333
+ 80000.0,23,1,2,21775.0,21127.0,0.0,3000.0,1,0,0.40766959923330315,Low,v1,2026-01-29 11:43:19.457697+00:00
334
+ 20000.0,22,1,2,19512.0,17692.0,0.0,1736.0,0,0,0.42265226441969284,Low,v1,2026-01-29 11:43:19.457697+00:00
335
+ 60000.0,25,0,0,15614.0,16231.0,1267.0,1500.0,0,0,0.22197137162357392,Low,v1,2026-01-29 11:43:19.457697+00:00
336
+ 50000.0,44,2,2,26587.0,29730.0,3600.0,0.0,1,1,0.6103509676803087,Medium,v1,2026-01-29 11:43:22.642159+00:00
337
+ 260000.0,30,1,-2,0.0,0.0,0.0,0.0,0,0,0.2528951146328217,Low,v1,2026-01-29 11:43:22.642159+00:00
338
+ 60000.0,36,-1,-1,2079.0,6964.0,6964.0,1013.0,0,0,0.12476252747614588,Low,v1,2026-01-29 11:43:22.642159+00:00
339
+ 90000.0,41,0,0,88805.0,86939.0,3500.0,4000.0,0,0,0.21269566231972262,Low,v1,2026-01-29 11:43:22.642159+00:00
340
+ 420000.0,32,0,0,476396.0,470185.0,16007.0,19031.0,0,0,0.06604007893962167,Low,v1,2026-01-29 11:43:22.642159+00:00
341
+ 300000.0,25,-2,-2,1800.0,1800.0,1800.0,2148.0,0,0,0.04605519588990084,Low,v1,2026-01-29 11:43:29.869883+00:00
342
+ 500000.0,51,-1,-1,8030.0,13156.0,13156.0,12724.0,0,0,0.07973972833993782,Low,v1,2026-01-29 11:43:29.869883+00:00
343
+ 50000.0,55,0,0,23498.0,22625.0,1336.0,1348.0,0,0,0.2733194313169346,Low,v1,2026-01-29 11:43:29.869883+00:00
344
+ 150000.0,40,0,0,16986.0,18693.0,2000.0,2500.0,0,0,0.22790111745681665,Low,v1,2026-01-29 11:43:35.886110+00:00
345
+ 200000.0,48,-1,-1,657.0,0.0,0.0,2080.0,1,0,0.12796936148471286,Low,v1,2026-01-29 11:43:44.774968+00:00
346
+ 500000.0,54,2,2,518950.0,539418.0,39000.0,0.0,1,0,0.25446577668619447,Low,v1,2026-01-29 11:43:44.774968+00:00
347
+ 270000.0,47,-1,-1,123.0,123.0,123.0,123.0,1,0,0.12112461680145746,Low,v1,2026-01-29 11:43:50.352304+00:00
348
+ 150000.0,29,-1,-1,962.0,5868.0,5868.0,15283.0,0,0,0.09861110626385997,Low,v1,2026-01-29 11:43:50.352304+00:00
349
+ 280000.0,47,-2,-2,2180.0,251.0,251.0,4250.0,0,0,0.056870022754230115,Low,v1,2026-01-29 11:43:50.352304+00:00
350
+ 80000.0,46,1,2,1548.0,1378.0,0.0,2000.0,0,0,0.47168677921658814,Low,v1,2026-01-29 11:43:59.710458+00:00
351
+ 320000.0,32,0,0,13720.0,20219.0,8015.0,1140.0,0,0,0.18075664165207797,Low,v1,2026-01-29 11:44:03.530562+00:00
352
+ 180000.0,55,-1,-1,6854.0,560.0,560.0,10600.0,1,0,0.12509677177636105,Low,v1,2026-01-29 11:44:05.567281+00:00
353
+ 30000.0,40,1,4,14557.0,14039.0,0.0,0.0,1,1,0.550581726832476,Medium,v1,2026-01-29 11:44:14.559425+00:00
354
+ 180000.0,40,0,-1,144481.0,1620.0,1620.0,337.0,0,0,0.10066343047687504,Low,v1,2026-01-29 11:44:14.559425+00:00
355
+ 280000.0,39,0,0,227604.0,218526.0,7670.0,7221.0,0,0,0.1356307866245963,Low,v1,2026-01-29 11:44:14.559425+00:00
356
+ 20000.0,27,0,0,19339.0,20187.0,1500.0,1295.0,0,0,0.23142752363169275,Low,v1,2026-01-29 11:44:22.192000+00:00
357
+ 180000.0,30,-1,2,2759.0,2414.0,13.0,0.0,0,0,0.17315279859734725,Low,v1,2026-01-29 11:44:29.482090+00:00
358
+ 50000.0,25,0,0,47034.0,47521.0,2100.0,2500.0,0,0,0.2119731360210049,Low,v1,2026-01-29 11:44:29.482090+00:00
359
+ 180000.0,34,-2,-2,-16.0,-16.0,0.0,0.0,0,0,0.058530911540895764,Low,v1,2026-01-29 11:44:29.482090+00:00
360
+ 110000.0,28,2,2,105014.0,104574.0,9000.0,10.0,0,1,0.5070309083159376,Medium,v1,2026-01-29 11:44:34.576427+00:00
361
+ 200000.0,33,0,0,194283.0,196485.0,7520.0,6700.0,0,0,0.15171742869001226,Low,v1,2026-01-29 11:44:34.576427+00:00
362
+ 50000.0,43,0,0,48919.0,48775.0,1800.0,2200.0,0,0,0.24200680703291502,Low,v1,2026-01-29 11:44:44.421894+00:00
363
+ 310000.0,53,-2,-2,1126.0,2603.0,2635.0,0.0,0,0,0.059470708342318636,Low,v1,2026-01-29 11:44:44.421894+00:00
364
+ 30000.0,48,0,0,26393.0,28622.0,3006.0,3000.0,1,0,0.2590766508287363,Low,v1,2026-01-29 11:44:50.851399+00:00
365
+ 20000.0,33,1,2,4481.0,4261.0,0.0,1087.0,0,0,0.4571357859578838,Low,v1,2026-01-29 11:44:50.851399+00:00
366
+ 200000.0,30,0,0,33604.0,35706.0,3000.0,1500.0,0,0,0.19858876098339692,Low,v1,2026-01-29 11:44:50.851399+00:00
367
+ 310000.0,33,2,2,2500.0,0.0,0.0,0.0,1,1,0.534394526411567,Medium,v1,2026-01-29 11:44:56.561045+00:00
368
+ 500000.0,34,0,0,367463.0,287148.0,10584.0,30232.0,0,0,0.05345764780566572,Low,v1,2026-01-29 11:44:56.561045+00:00
369
+ 40000.0,28,-1,-1,3333.0,-167.0,167.0,4982.0,0,0,0.12059128896116683,Low,v1,2026-01-29 11:44:56.561045+00:00
370
+ 150000.0,49,0,0,20604.0,21614.0,1359.0,3280.0,0,0,0.24196228197239367,Low,v1,2026-01-29 11:45:00.323497+00:00
371
+ 340000.0,30,0,0,233770.0,216978.0,8100.0,8000.0,1,0,0.1137695932333106,Low,v1,2026-01-29 11:45:00.323497+00:00
372
+ 130000.0,51,0,0,124619.0,128845.0,6301.0,6000.0,0,0,0.20764910462815928,Low,v1,2026-01-29 11:45:00.323497+00:00
373
+ 280000.0,53,0,0,4866.0,4405.0,1200.0,3000.0,0,0,0.228879037844136,Low,v1,2026-01-29 11:45:00.323497+00:00
374
+ 150000.0,35,0,0,150359.0,147471.0,15000.0,20000.0,0,0,0.14040575927393908,Low,v1,2026-01-29 11:45:02.425612+00:00
375
+ 60000.0,27,2,-1,322.0,530.0,563.0,8004.0,0,0,0.44700255398232935,Low,v1,2026-01-29 11:45:10.022034+00:00
376
+ 160000.0,35,2,2,155327.0,159293.0,8000.0,0.0,1,0,0.4987533565013098,Low,v1,2026-01-29 11:45:10.022034+00:00
377
+ 50000.0,25,0,0,47410.0,48705.0,2100.0,2000.0,0,0,0.21314734887387593,Low,v1,2026-01-29 11:45:10.022034+00:00
378
+ 50000.0,40,0,0,52841.0,52016.0,1860.0,2619.0,0,0,0.23443077306439372,Low,v1,2026-01-29 11:45:10.022034+00:00
379
+ 360000.0,38,0,0,41922.0,42916.0,1692.0,1732.0,0,0,0.1844047572340383,Low,v1,2026-01-29 11:45:10.022034+00:00
380
+ 170000.0,27,0,0,168858.0,171530.0,7000.0,6500.0,0,0,0.15487084045719376,Low,v1,2026-01-29 11:45:12.071847+00:00
381
+ 500000.0,34,-2,-2,13000.0,13000.0,13000.0,13000.0,0,0,0.032151072078948295,Low,v1,2026-01-29 11:45:12.071847+00:00
382
+ 150000.0,32,1,-1,-1474.0,137049.0,140916.0,10000.0,0,0,0.10901656513884635,Low,v1,2026-01-29 11:45:17.927480+00:00
383
+ 420000.0,32,0,0,387143.0,24830.0,1585.0,1174.0,0,0,0.025440429042793398,Low,v1,2026-01-29 11:45:17.927480+00:00
384
+ 150000.0,65,-2,-2,0.0,0.0,0.0,500.0,0,0,0.07888377074631187,Low,v1,2026-01-29 11:45:17.927480+00:00
385
+ 130000.0,24,0,0,66072.0,68223.0,3000.0,3001.0,0,0,0.19097901260204062,Low,v1,2026-01-29 11:45:24.990969+00:00
386
+ 520000.0,28,-1,0,34167.0,53319.0,40054.0,8011.0,0,0,0.05688632542715905,Low,v1,2026-01-29 11:45:24.990969+00:00
387
+ 500000.0,32,-1,-1,93174.0,45860.0,45979.0,28435.0,0,0,0.02844785673758088,Low,v1,2026-01-29 11:45:32.811155+00:00
388
+ 50000.0,23,0,0,16252.0,17275.0,1600.0,1700.0,0,0,0.21957059308699678,Low,v1,2026-01-29 11:45:32.811155+00:00
389
+ 20000.0,36,-1,-1,626.0,626.0,626.0,1252.0,1,0,0.13636569719573535,Low,v1,2026-01-29 11:45:32.811155+00:00
390
+ 50000.0,23,2,0,32847.0,29705.0,1941.0,1263.0,1,0,0.4744605874482283,Low,v1,2026-01-29 11:45:32.811155+00:00
391
+ 500000.0,26,0,0,16162.0,18581.0,3000.0,1335.0,0,0,0.15298331771846602,Low,v1,2026-01-29 11:45:32.811155+00:00
392
+ 20000.0,52,0,0,10248.0,11271.0,1501.0,2743.0,1,0,0.27673038769293445,Low,v1,2026-01-29 11:45:38.071742+00:00
393
+ 20000.0,23,0,0,11819.0,12840.0,1524.0,3100.0,0,0,0.2242063710638414,Low,v1,2026-01-29 11:45:38.071742+00:00
394
+ 170000.0,31,1,-1,0.0,427.0,427.0,0.0,0,0,0.3054317061154413,Low,v1,2026-01-29 11:45:38.071742+00:00
395
+ 160000.0,39,-2,-2,6089.0,2376.0,2400.0,0.0,0,0,0.05921015560358898,Low,v1,2026-01-29 11:45:47.703032+00:00
396
+ 90000.0,25,0,0,74814.0,71859.0,5000.0,0.0,0,0,0.19341986550030524,Low,v1,2026-01-29 11:45:55.308975+00:00
397
+ 20000.0,29,0,0,14576.0,16318.0,2000.0,1354.0,0,0,0.23558671447648852,Low,v1,2026-01-29 11:45:55.308975+00:00
398
+ 200000.0,41,-1,-1,580.0,580.0,580.0,580.0,1,0,0.12162303255742479,Low,v1,2026-01-29 11:45:55.308975+00:00
399
+ 120000.0,32,0,0,32051.0,39861.0,10000.0,5000.0,0,0,0.19984289458011112,Low,v1,2026-01-29 11:45:55.308975+00:00
400
+ 100000.0,54,2,2,81507.0,83154.0,3900.0,7300.0,1,1,0.5826031342424286,Medium,v1,2026-01-29 11:46:02.645256+00:00
401
+ 340000.0,28,-1,-1,6780.0,3629.0,3629.0,29052.0,0,0,0.07250388244371284,Low,v1,2026-01-29 11:46:02.645256+00:00
402
+ 50000.0,25,0,0,41761.0,44689.0,4000.0,4000.0,0,0,0.2088649307984052,Low,v1,2026-01-29 11:46:02.645256+00:00
403
+ 160000.0,25,0,0,85748.0,86473.0,4000.0,5000.0,0,0,0.17774138442323653,Low,v1,2026-01-29 11:46:02.645256+00:00
404
+ 150000.0,36,2,2,167094.0,86193.0,5068.0,9.0,1,0,0.4212859386359361,Low,v1,2026-01-29 11:46:06.990953+00:00
405
+ 50000.0,34,0,0,26149.0,26660.0,2000.0,1718.0,0,0,0.23381261174760917,Low,v1,2026-01-29 11:46:06.990953+00:00
406
+ 130000.0,38,0,0,16657.0,17874.0,1500.0,1500.0,0,0,0.23055699021095782,Low,v1,2026-01-29 11:46:09.106510+00:00
407
+ 160000.0,38,4,3,99340.0,96860.0,0.0,5500.0,1,1,0.8195849262100937,High,v1,2026-01-29 11:46:09.106510+00:00
408
+ 430000.0,42,0,0,89756.0,89395.0,3169.0,3243.0,0,0,0.16335198745782728,Low,v1,2026-01-29 11:46:09.106510+00:00
409
+ 60000.0,36,1,2,104492.0,53348.0,5200.0,3000.0,0,0,0.34626894517486073,Low,v1,2026-01-29 11:46:09.106510+00:00
410
+ 160000.0,29,-2,-2,386.0,4194.0,4194.0,196.0,0,0,0.05494512387699922,Low,v1,2026-01-29 11:46:17.517652+00:00
411
+ 310000.0,27,0,0,122127.0,110388.0,10000.0,10124.0,0,0,0.13052835788669992,Low,v1,2026-01-29 11:46:17.517652+00:00
412
+ 150000.0,39,-1,-1,10147.0,0.0,0.0,1351.0,0,0,0.1191115509230775,Low,v1,2026-01-29 11:46:17.517652+00:00
413
+ 450000.0,49,1,-1,0.0,557.0,557.0,0.0,0,0,0.28088296538652213,Low,v1,2026-01-29 11:46:17.517652+00:00
414
+ 80000.0,23,1,2,68594.0,66893.0,0.0,6507.0,0,0,0.38189737738281726,Low,v1,2026-01-29 11:46:24.969122+00:00
415
+ 90000.0,31,0,0,77278.0,83357.0,8000.0,4100.0,1,0,0.19608747401305454,Low,v1,2026-01-29 11:46:24.969122+00:00
416
+ 360000.0,30,-1,0,13395.0,28327.0,20460.0,6257.0,0,0,0.08756469661949305,Low,v1,2026-01-29 11:46:24.969122+00:00
417
+ 290000.0,25,0,0,140615.0,142201.0,7003.0,7037.0,0,0,0.14137210957774168,Low,v1,2026-01-29 11:46:24.969122+00:00
418
+ 160000.0,31,0,0,108179.0,110217.0,3866.0,3899.0,0,0,0.1833787493605217,Low,v1,2026-01-29 11:46:32.891530+00:00
419
+ 100000.0,31,-1,-1,6033.0,19922.0,19922.0,21000.0,0,0,0.08772138596654044,Low,v1,2026-01-29 11:46:40.808887+00:00
420
+ 10000.0,24,-2,-2,-2.0,-391.0,0.0,0.0,0,0,0.06300615766123632,Low,v1,2026-01-29 11:46:40.808887+00:00
421
+ 110000.0,35,0,0,106612.0,110828.0,6100.0,3000.0,0,0,0.19564301694555125,Low,v1,2026-01-29 11:46:40.808887+00:00
422
+ 100000.0,39,-2,-1,10135.0,1646.0,1646.0,5635.0,0,0,0.0688102168845055,Low,v1,2026-01-29 11:46:47.279644+00:00
423
+ 500000.0,28,0,0,234957.0,215459.0,8086.0,7412.0,0,0,0.09585436615736703,Low,v1,2026-01-29 11:46:47.279644+00:00
424
+ 310000.0,31,0,0,313956.0,314859.0,11000.0,12500.0,1,0,0.10518993021970464,Low,v1,2026-01-29 11:46:47.279644+00:00
425
+ 230000.0,31,-1,-1,2274.0,7398.0,7398.0,5537.0,0,0,0.09852523871868478,Low,v1,2026-01-29 11:46:47.279644+00:00
426
+ 400000.0,40,0,0,178069.0,181613.0,6496.0,8214.0,0,0,0.1383226798122252,Low,v1,2026-01-29 11:46:55.058670+00:00
427
+ 320000.0,29,0,0,42596.0,43548.0,1955.0,2020.0,0,0,0.17682948306867452,Low,v1,2026-01-29 11:46:55.058670+00:00
428
+ 170000.0,30,0,0,165637.0,173637.0,15600.0,7666.0,1,0,0.1466206978261771,Low,v1,2026-01-29 11:46:55.058670+00:00
429
+ 320000.0,40,-2,-2,968.0,6444.0,6476.0,23507.0,0,0,0.041999637766429475,Low,v1,2026-01-29 11:46:55.058670+00:00
430
+ 500000.0,29,-1,-1,29276.0,7934.0,7972.0,637.0,0,0,0.06736514990293398,Low,v1,2026-01-29 11:47:02.186517+00:00
431
+ 50000.0,31,0,0,10184.0,12204.0,2204.0,1239.0,0,0,0.23460247493024122,Low,v1,2026-01-29 11:47:02.186517+00:00
432
+ 50000.0,50,0,0,49068.0,47947.0,1848.0,2194.0,0,0,0.2534631043156498,Low,v1,2026-01-29 11:47:10.075974+00:00
433
+ 200000.0,30,3,2,1130.0,566.0,0.0,0.0,1,1,0.6979609033252488,Medium,v1,2026-01-29 11:47:10.075974+00:00
434
+ 180000.0,53,1,-2,0.0,0.0,0.0,0.0,0,0,0.313663757083757,Low,v1,2026-01-29 11:47:10.075974+00:00
435
+ 380000.0,40,0,-1,4366.0,2566.0,2566.0,4174.0,1,0,0.16297742431118925,Low,v1,2026-01-29 11:47:17.062269+00:00
436
+ 230000.0,34,-1,-1,476.0,476.0,476.0,476.0,0,0,0.111854037779791,Low,v1,2026-01-29 11:47:17.062269+00:00
437
+ 180000.0,33,-2,-2,3187.0,3198.0,3198.0,264.0,0,0,0.05543417424247291,Low,v1,2026-01-29 11:47:17.062269+00:00
438
+ 80000.0,26,2,0,31740.0,74415.0,50000.0,1796.0,0,0,0.36984408819602627,Low,v1,2026-01-29 11:47:23.779203+00:00
439
+ 70000.0,39,0,0,60412.0,67474.0,8137.0,3100.0,0,0,0.21802756356488323,Low,v1,2026-01-29 11:47:23.779203+00:00
440
+ 180000.0,32,1,-2,0.0,0.0,0.0,0.0,1,0,0.2724925162392676,Low,v1,2026-01-29 11:47:23.779203+00:00
441
+ 150000.0,36,2,2,100247.0,109909.0,12924.0,5800.0,1,1,0.5031275223696452,Medium,v1,2026-01-29 11:47:32.045323+00:00
442
+ 100000.0,40,-1,-1,1573.0,-28.0,0.0,0.0,0,0,0.13243384433666,Low,v1,2026-01-29 11:47:32.045323+00:00
443
+ 20000.0,27,-1,-1,191.0,20391.0,20200.0,0.0,0,0,0.11040429777606028,Low,v1,2026-01-29 11:47:32.045323+00:00
444
+ 230000.0,46,-1,-1,699.0,699.0,699.0,699.0,0,0,0.12310478366006167,Low,v1,2026-01-29 11:47:32.045323+00:00
445
+ 70000.0,28,0,-1,12018.0,39270.0,39270.0,603.0,0,0,0.14651363257793779,Low,v1,2026-01-29 11:47:32.045323+00:00
reports/evidently/drift_report.html CHANGED
The diff for this file is too large to render. See raw diff
 
reports/evidently/drift_report.json CHANGED
@@ -1,649 +1,643 @@
1
  {
2
- "n_rows": 129,
3
  "results": [
4
  {
5
- "row": 28,
6
  "prediction": "No Default",
7
- "probability": 0.1145,
8
  "risk_level": "Low"
9
  },
10
  {
11
- "row": 29,
12
  "prediction": "No Default",
13
- "probability": 0.0478,
14
  "risk_level": "Low"
15
  },
16
  {
17
- "row": 30,
18
  "prediction": "No Default",
19
- "probability": 0.4026,
20
  "risk_level": "Low"
21
  },
22
  {
23
- "row": 31,
24
  "prediction": "No Default",
25
- "probability": 0.2512,
26
  "risk_level": "Low"
27
  },
28
  {
29
- "row": 32,
30
  "prediction": "No Default",
31
- "probability": 0.0597,
32
  "risk_level": "Low"
33
  },
34
  {
35
- "row": 33,
36
  "prediction": "No Default",
37
- "probability": 0.2074,
38
  "risk_level": "Low"
39
  },
40
  {
41
- "row": 34,
42
  "prediction": "No Default",
43
- "probability": 0.1485,
44
  "risk_level": "Low"
45
  },
46
  {
47
- "row": 35,
48
  "prediction": "No Default",
49
- "probability": 0.1086,
50
  "risk_level": "Low"
51
  },
52
  {
53
- "row": 36,
54
  "prediction": "No Default",
55
- "probability": 0.0812,
56
  "risk_level": "Low"
57
  },
58
  {
59
- "row": 37,
60
  "prediction": "No Default",
61
- "probability": 0.3224,
62
  "risk_level": "Low"
63
  },
64
  {
65
- "row": 38,
66
  "prediction": "No Default",
67
- "probability": 0.1549,
68
  "risk_level": "Low"
69
  },
70
  {
71
- "row": 39,
72
  "prediction": "No Default",
73
- "probability": 0.1834,
74
  "risk_level": "Low"
75
  },
76
  {
77
- "row": 40,
78
- "prediction": "No Default",
79
- "probability": 0.2332,
80
- "risk_level": "Low"
81
  },
82
  {
83
- "row": 41,
84
  "prediction": "No Default",
85
- "probability": 0.2176,
86
  "risk_level": "Low"
87
  },
88
  {
89
- "row": 42,
90
  "prediction": "No Default",
91
- "probability": 0.1256,
92
  "risk_level": "Low"
93
  },
94
  {
95
- "row": 43,
96
  "prediction": "No Default",
97
- "probability": 0.1882,
98
  "risk_level": "Low"
99
  },
100
  {
101
- "row": 44,
102
  "prediction": "No Default",
103
- "probability": 0.3234,
104
  "risk_level": "Low"
105
  },
106
  {
107
- "row": 45,
108
  "prediction": "No Default",
109
- "probability": 0.2222,
110
  "risk_level": "Low"
111
  },
112
  {
113
- "row": 46,
114
- "prediction": "Default",
115
- "probability": 0.7107,
116
- "risk_level": "Medium"
117
- },
118
- {
119
- "row": 47,
120
  "prediction": "No Default",
121
- "probability": 0.2075,
122
  "risk_level": "Low"
123
  },
124
  {
125
- "row": 48,
126
  "prediction": "Default",
127
- "probability": 0.5039,
128
  "risk_level": "Medium"
129
  },
130
  {
131
- "row": 49,
132
  "prediction": "No Default",
133
- "probability": 0.4338,
134
  "risk_level": "Low"
135
  },
136
  {
137
- "row": 50,
138
  "prediction": "No Default",
139
- "probability": 0.2278,
140
  "risk_level": "Low"
141
  },
142
  {
143
- "row": 51,
144
  "prediction": "No Default",
145
- "probability": 0.1932,
146
  "risk_level": "Low"
147
  },
148
  {
149
- "row": 52,
150
  "prediction": "No Default",
151
- "probability": 0.0642,
152
  "risk_level": "Low"
153
  },
154
  {
155
- "row": 53,
156
  "prediction": "No Default",
157
- "probability": 0.2168,
158
  "risk_level": "Low"
159
  },
160
  {
161
- "row": 54,
162
  "prediction": "No Default",
163
- "probability": 0.2454,
164
  "risk_level": "Low"
165
  },
166
  {
167
- "row": 55,
168
- "prediction": "No Default",
169
- "probability": 0.1233,
170
- "risk_level": "Low"
171
  },
172
  {
173
- "row": 56,
174
  "prediction": "No Default",
175
- "probability": 0.2165,
176
  "risk_level": "Low"
177
  },
178
  {
179
- "row": 57,
180
  "prediction": "No Default",
181
- "probability": 0.2068,
182
  "risk_level": "Low"
183
  },
184
  {
185
- "row": 58,
186
  "prediction": "No Default",
187
- "probability": 0.4296,
188
  "risk_level": "Low"
189
  },
190
  {
191
- "row": 59,
192
  "prediction": "No Default",
193
- "probability": 0.2068,
194
  "risk_level": "Low"
195
  },
196
  {
197
- "row": 60,
198
  "prediction": "No Default",
199
- "probability": 0.4296,
200
  "risk_level": "Low"
201
  },
202
  {
203
- "row": 61,
204
  "prediction": "No Default",
205
- "probability": 0.241,
206
  "risk_level": "Low"
207
  },
208
  {
209
- "row": 62,
210
  "prediction": "No Default",
211
- "probability": 0.4162,
212
  "risk_level": "Low"
213
  },
214
  {
215
- "row": 63,
216
  "prediction": "No Default",
217
- "probability": 0.1178,
218
  "risk_level": "Low"
219
  },
220
  {
221
- "row": 64,
222
  "prediction": "No Default",
223
- "probability": 0.147,
224
  "risk_level": "Low"
225
  },
226
  {
227
- "row": 65,
228
- "prediction": "Default",
229
- "probability": 0.9286,
230
- "risk_level": "High"
231
- },
232
- {
233
- "row": 66,
234
  "prediction": "No Default",
235
- "probability": 0.1754,
236
  "risk_level": "Low"
237
  },
238
  {
239
- "row": 67,
240
  "prediction": "No Default",
241
- "probability": 0.0655,
242
  "risk_level": "Low"
243
  },
244
  {
245
- "row": 68,
246
  "prediction": "No Default",
247
- "probability": 0.0659,
248
  "risk_level": "Low"
249
  },
250
  {
251
- "row": 69,
252
  "prediction": "No Default",
253
- "probability": 0.2643,
254
  "risk_level": "Low"
255
  },
256
  {
257
- "row": 70,
258
  "prediction": "No Default",
259
- "probability": 0.2225,
260
  "risk_level": "Low"
261
  },
262
  {
263
- "row": 71,
264
  "prediction": "No Default",
265
- "probability": 0.0192,
266
  "risk_level": "Low"
267
  },
268
  {
269
- "row": 72,
270
  "prediction": "No Default",
271
- "probability": 0.2483,
272
  "risk_level": "Low"
273
  },
274
  {
275
- "row": 73,
276
  "prediction": "No Default",
277
- "probability": 0.1652,
278
  "risk_level": "Low"
279
  },
280
  {
281
- "row": 74,
282
  "prediction": "No Default",
283
- "probability": 0.1185,
284
  "risk_level": "Low"
285
  },
286
  {
287
- "row": 75,
288
  "prediction": "No Default",
289
- "probability": 0.1793,
290
  "risk_level": "Low"
291
  },
292
  {
293
- "row": 76,
294
  "prediction": "No Default",
295
- "probability": 0.1137,
296
  "risk_level": "Low"
297
  },
298
  {
299
- "row": 77,
300
  "prediction": "No Default",
301
- "probability": 0.0969,
302
  "risk_level": "Low"
303
  },
304
  {
305
- "row": 78,
306
  "prediction": "No Default",
307
- "probability": 0.2222,
308
  "risk_level": "Low"
309
  },
310
  {
311
- "row": 79,
312
  "prediction": "No Default",
313
- "probability": 0.2068,
314
  "risk_level": "Low"
315
  },
316
  {
317
- "row": 80,
318
  "prediction": "No Default",
319
- "probability": 0.4296,
320
  "risk_level": "Low"
321
  },
322
  {
323
- "row": 81,
324
  "prediction": "No Default",
325
- "probability": 0.153,
326
  "risk_level": "Low"
327
  },
328
  {
329
- "row": 82,
330
  "prediction": "No Default",
331
- "probability": 0.4304,
332
  "risk_level": "Low"
333
  },
334
  {
335
- "row": 83,
336
  "prediction": "No Default",
337
- "probability": 0.1282,
338
  "risk_level": "Low"
339
  },
340
  {
341
- "row": 84,
342
  "prediction": "No Default",
343
- "probability": 0.1404,
344
  "risk_level": "Low"
345
  },
346
  {
347
- "row": 85,
348
  "prediction": "No Default",
349
- "probability": 0.1039,
350
  "risk_level": "Low"
351
  },
352
  {
353
- "row": 86,
354
  "prediction": "No Default",
355
- "probability": 0.0595,
356
  "risk_level": "Low"
357
  },
358
  {
359
- "row": 87,
360
  "prediction": "No Default",
361
- "probability": 0.0415,
362
  "risk_level": "Low"
363
  },
364
  {
365
- "row": 88,
366
  "prediction": "No Default",
367
- "probability": 0.2432,
368
  "risk_level": "Low"
369
  },
370
  {
371
- "row": 89,
372
- "prediction": "No Default",
373
- "probability": 0.0508,
374
- "risk_level": "Low"
375
  },
376
  {
377
- "row": 90,
378
  "prediction": "No Default",
379
- "probability": 0.0529,
380
  "risk_level": "Low"
381
  },
382
  {
383
- "row": 91,
384
  "prediction": "No Default",
385
- "probability": 0.2387,
386
  "risk_level": "Low"
387
  },
388
  {
389
- "row": 92,
390
  "prediction": "No Default",
391
- "probability": 0.1718,
392
  "risk_level": "Low"
393
  },
394
  {
395
- "row": 93,
396
  "prediction": "No Default",
397
- "probability": 0.1496,
398
  "risk_level": "Low"
399
  },
400
  {
401
- "row": 94,
402
  "prediction": "No Default",
403
- "probability": 0.1412,
404
  "risk_level": "Low"
405
  },
406
  {
407
- "row": 95,
408
  "prediction": "No Default",
409
- "probability": 0.1214,
410
  "risk_level": "Low"
411
  },
412
  {
413
- "row": 96,
414
- "prediction": "No Default",
415
- "probability": 0.0494,
416
- "risk_level": "Low"
417
  },
418
  {
419
- "row": 97,
420
  "prediction": "No Default",
421
- "probability": 0.1004,
422
  "risk_level": "Low"
423
  },
424
  {
425
- "row": 98,
426
  "prediction": "No Default",
427
- "probability": 0.4521,
428
  "risk_level": "Low"
429
  },
430
  {
431
- "row": 99,
432
  "prediction": "No Default",
433
- "probability": 0.3852,
434
  "risk_level": "Low"
435
  },
436
  {
437
- "row": 100,
438
  "prediction": "No Default",
439
- "probability": 0.163,
440
  "risk_level": "Low"
441
  },
442
  {
443
- "row": 101,
444
  "prediction": "No Default",
445
- "probability": 0.2122,
446
  "risk_level": "Low"
447
  },
448
  {
449
- "row": 102,
450
  "prediction": "No Default",
451
- "probability": 0.2492,
452
  "risk_level": "Low"
453
  },
454
  {
455
- "row": 103,
456
  "prediction": "No Default",
457
- "probability": 0.2341,
458
  "risk_level": "Low"
459
  },
460
  {
461
- "row": 104,
462
  "prediction": "No Default",
463
- "probability": 0.1182,
464
  "risk_level": "Low"
465
  },
466
  {
467
- "row": 105,
468
  "prediction": "No Default",
469
- "probability": 0.2144,
470
  "risk_level": "Low"
471
  },
472
  {
473
- "row": 106,
474
  "prediction": "No Default",
475
- "probability": 0.106,
476
  "risk_level": "Low"
477
  },
478
  {
479
- "row": 107,
480
  "prediction": "No Default",
481
- "probability": 0.1514,
482
  "risk_level": "Low"
483
  },
484
  {
485
- "row": 108,
486
  "prediction": "No Default",
487
- "probability": 0.1232,
488
  "risk_level": "Low"
489
  },
490
  {
491
- "row": 109,
492
  "prediction": "No Default",
493
- "probability": 0.1249,
494
  "risk_level": "Low"
495
  },
496
  {
497
- "row": 110,
498
  "prediction": "No Default",
499
- "probability": 0.1907,
500
  "risk_level": "Low"
501
  },
502
  {
503
- "row": 111,
504
  "prediction": "No Default",
505
- "probability": 0.1723,
506
  "risk_level": "Low"
507
  },
508
  {
509
- "row": 112,
510
  "prediction": "No Default",
511
- "probability": 0.0689,
512
  "risk_level": "Low"
513
  },
514
  {
515
- "row": 113,
516
  "prediction": "No Default",
517
- "probability": 0.0586,
518
  "risk_level": "Low"
519
  },
520
  {
521
- "row": 114,
522
  "prediction": "No Default",
523
- "probability": 0.0491,
524
  "risk_level": "Low"
525
  },
526
  {
527
- "row": 115,
528
  "prediction": "No Default",
529
- "probability": 0.0604,
530
  "risk_level": "Low"
531
  },
532
  {
533
- "row": 116,
534
  "prediction": "No Default",
535
- "probability": 0.0783,
536
  "risk_level": "Low"
537
  },
538
  {
539
- "row": 117,
540
  "prediction": "No Default",
541
- "probability": 0.1555,
542
  "risk_level": "Low"
543
  },
544
  {
545
- "row": 118,
546
  "prediction": "No Default",
547
- "probability": 0.102,
548
  "risk_level": "Low"
549
  },
550
  {
551
- "row": 119,
552
  "prediction": "No Default",
553
- "probability": 0.1716,
554
  "risk_level": "Low"
555
  },
556
  {
557
- "row": 120,
558
  "prediction": "No Default",
559
- "probability": 0.2359,
560
  "risk_level": "Low"
561
  },
562
  {
563
- "row": 121,
564
  "prediction": "No Default",
565
- "probability": 0.2203,
566
  "risk_level": "Low"
567
  },
568
  {
569
- "row": 122,
 
 
 
 
 
 
570
  "prediction": "No Default",
571
- "probability": 0.2457,
572
  "risk_level": "Low"
573
  },
574
  {
575
- "row": 123,
576
  "prediction": "No Default",
577
- "probability": 0.1716,
578
  "risk_level": "Low"
579
  },
580
  {
581
- "row": 124,
582
  "prediction": "No Default",
583
- "probability": 0.1878,
584
  "risk_level": "Low"
585
  },
586
  {
587
- "row": 125,
588
  "prediction": "No Default",
589
- "probability": 0.2248,
590
  "risk_level": "Low"
591
  },
592
  {
593
- "row": 126,
594
  "prediction": "No Default",
595
- "probability": 0.1554,
596
  "risk_level": "Low"
597
  },
598
  {
599
- "row": 127,
600
  "prediction": "No Default",
601
- "probability": 0.126,
602
  "risk_level": "Low"
603
  },
604
  {
605
- "row": 128,
606
  "prediction": "No Default",
607
- "probability": 0.1977,
608
  "risk_level": "Low"
609
  }
610
  ],
611
  "drift": [
612
  {
613
  "column": "dataset",
614
- "score": 0.75
615
  },
616
  {
617
  "column": "age",
618
- "score": 0.15079590336160437
619
  },
620
  {
621
  "column": "bill_amt_aug",
622
- "score": 0.07704532712293843
623
  },
624
  {
625
  "column": "bill_amt_sep",
626
- "score": 0.10925876574248383
627
  },
628
  {
629
  "column": "credit_limit",
630
- "score": 0.11090165333775201
631
  },
632
  {
633
  "column": "pay_amt_aug",
634
- "score": 0.0740739428882605
635
  },
636
  {
637
  "column": "pay_amt_sep",
638
- "score": 0.11210353334734602
639
  },
640
  {
641
  "column": "pay_delay_aug",
642
- "score": 0.23584751060799786
643
  },
644
  {
645
  "column": "pay_delay_sep",
646
- "score": 0.14775514968646358
647
  }
648
  ]
649
  }
 
1
  {
2
+ "n_rows": 439,
3
  "results": [
4
  {
5
+ "row": 339,
6
  "prediction": "No Default",
7
+ "probability": 0.0461,
8
  "risk_level": "Low"
9
  },
10
  {
11
+ "row": 340,
12
  "prediction": "No Default",
13
+ "probability": 0.0797,
14
  "risk_level": "Low"
15
  },
16
  {
17
+ "row": 341,
18
  "prediction": "No Default",
19
+ "probability": 0.2733,
20
  "risk_level": "Low"
21
  },
22
  {
23
+ "row": 342,
24
  "prediction": "No Default",
25
+ "probability": 0.2279,
26
  "risk_level": "Low"
27
  },
28
  {
29
+ "row": 343,
30
  "prediction": "No Default",
31
+ "probability": 0.128,
32
  "risk_level": "Low"
33
  },
34
  {
35
+ "row": 344,
36
  "prediction": "No Default",
37
+ "probability": 0.2545,
38
  "risk_level": "Low"
39
  },
40
  {
41
+ "row": 345,
42
  "prediction": "No Default",
43
+ "probability": 0.1211,
44
  "risk_level": "Low"
45
  },
46
  {
47
+ "row": 346,
48
  "prediction": "No Default",
49
+ "probability": 0.0986,
50
  "risk_level": "Low"
51
  },
52
  {
53
+ "row": 347,
54
  "prediction": "No Default",
55
+ "probability": 0.0569,
56
  "risk_level": "Low"
57
  },
58
  {
59
+ "row": 348,
60
  "prediction": "No Default",
61
+ "probability": 0.4717,
62
  "risk_level": "Low"
63
  },
64
  {
65
+ "row": 349,
66
  "prediction": "No Default",
67
+ "probability": 0.1808,
68
  "risk_level": "Low"
69
  },
70
  {
71
+ "row": 350,
72
  "prediction": "No Default",
73
+ "probability": 0.1251,
74
  "risk_level": "Low"
75
  },
76
  {
77
+ "row": 351,
78
+ "prediction": "Default",
79
+ "probability": 0.5506,
80
+ "risk_level": "Medium"
81
  },
82
  {
83
+ "row": 352,
84
  "prediction": "No Default",
85
+ "probability": 0.1007,
86
  "risk_level": "Low"
87
  },
88
  {
89
+ "row": 353,
90
  "prediction": "No Default",
91
+ "probability": 0.1356,
92
  "risk_level": "Low"
93
  },
94
  {
95
+ "row": 354,
96
  "prediction": "No Default",
97
+ "probability": 0.2314,
98
  "risk_level": "Low"
99
  },
100
  {
101
+ "row": 355,
102
  "prediction": "No Default",
103
+ "probability": 0.1732,
104
  "risk_level": "Low"
105
  },
106
  {
107
+ "row": 356,
108
  "prediction": "No Default",
109
+ "probability": 0.212,
110
  "risk_level": "Low"
111
  },
112
  {
113
+ "row": 357,
 
 
 
 
 
 
114
  "prediction": "No Default",
115
+ "probability": 0.0585,
116
  "risk_level": "Low"
117
  },
118
  {
119
+ "row": 358,
120
  "prediction": "Default",
121
+ "probability": 0.507,
122
  "risk_level": "Medium"
123
  },
124
  {
125
+ "row": 359,
126
  "prediction": "No Default",
127
+ "probability": 0.1517,
128
  "risk_level": "Low"
129
  },
130
  {
131
+ "row": 360,
132
  "prediction": "No Default",
133
+ "probability": 0.242,
134
  "risk_level": "Low"
135
  },
136
  {
137
+ "row": 361,
138
  "prediction": "No Default",
139
+ "probability": 0.0595,
140
  "risk_level": "Low"
141
  },
142
  {
143
+ "row": 362,
144
  "prediction": "No Default",
145
+ "probability": 0.2591,
146
  "risk_level": "Low"
147
  },
148
  {
149
+ "row": 363,
150
  "prediction": "No Default",
151
+ "probability": 0.4571,
152
  "risk_level": "Low"
153
  },
154
  {
155
+ "row": 364,
156
  "prediction": "No Default",
157
+ "probability": 0.1986,
158
  "risk_level": "Low"
159
  },
160
  {
161
+ "row": 365,
162
+ "prediction": "Default",
163
+ "probability": 0.5344,
164
+ "risk_level": "Medium"
165
  },
166
  {
167
+ "row": 366,
168
  "prediction": "No Default",
169
+ "probability": 0.0535,
170
  "risk_level": "Low"
171
  },
172
  {
173
+ "row": 367,
174
  "prediction": "No Default",
175
+ "probability": 0.1206,
176
  "risk_level": "Low"
177
  },
178
  {
179
+ "row": 368,
180
  "prediction": "No Default",
181
+ "probability": 0.242,
182
  "risk_level": "Low"
183
  },
184
  {
185
+ "row": 369,
186
  "prediction": "No Default",
187
+ "probability": 0.1138,
188
  "risk_level": "Low"
189
  },
190
  {
191
+ "row": 370,
192
  "prediction": "No Default",
193
+ "probability": 0.2076,
194
  "risk_level": "Low"
195
  },
196
  {
197
+ "row": 371,
198
  "prediction": "No Default",
199
+ "probability": 0.2289,
200
  "risk_level": "Low"
201
  },
202
  {
203
+ "row": 372,
204
  "prediction": "No Default",
205
+ "probability": 0.1404,
206
  "risk_level": "Low"
207
  },
208
  {
209
+ "row": 373,
210
  "prediction": "No Default",
211
+ "probability": 0.447,
212
  "risk_level": "Low"
213
  },
214
  {
215
+ "row": 374,
216
  "prediction": "No Default",
217
+ "probability": 0.4988,
218
  "risk_level": "Low"
219
  },
220
  {
221
+ "row": 375,
 
 
 
 
 
 
222
  "prediction": "No Default",
223
+ "probability": 0.2131,
224
  "risk_level": "Low"
225
  },
226
  {
227
+ "row": 376,
228
  "prediction": "No Default",
229
+ "probability": 0.2344,
230
  "risk_level": "Low"
231
  },
232
  {
233
+ "row": 377,
234
  "prediction": "No Default",
235
+ "probability": 0.1844,
236
  "risk_level": "Low"
237
  },
238
  {
239
+ "row": 378,
240
  "prediction": "No Default",
241
+ "probability": 0.1549,
242
  "risk_level": "Low"
243
  },
244
  {
245
+ "row": 379,
246
  "prediction": "No Default",
247
+ "probability": 0.0322,
248
  "risk_level": "Low"
249
  },
250
  {
251
+ "row": 380,
252
  "prediction": "No Default",
253
+ "probability": 0.109,
254
  "risk_level": "Low"
255
  },
256
  {
257
+ "row": 381,
258
  "prediction": "No Default",
259
+ "probability": 0.0254,
260
  "risk_level": "Low"
261
  },
262
  {
263
+ "row": 382,
264
  "prediction": "No Default",
265
+ "probability": 0.0789,
266
  "risk_level": "Low"
267
  },
268
  {
269
+ "row": 383,
270
  "prediction": "No Default",
271
+ "probability": 0.191,
272
  "risk_level": "Low"
273
  },
274
  {
275
+ "row": 384,
276
  "prediction": "No Default",
277
+ "probability": 0.0569,
278
  "risk_level": "Low"
279
  },
280
  {
281
+ "row": 385,
282
  "prediction": "No Default",
283
+ "probability": 0.0284,
284
  "risk_level": "Low"
285
  },
286
  {
287
+ "row": 386,
288
  "prediction": "No Default",
289
+ "probability": 0.2196,
290
  "risk_level": "Low"
291
  },
292
  {
293
+ "row": 387,
294
  "prediction": "No Default",
295
+ "probability": 0.1364,
296
  "risk_level": "Low"
297
  },
298
  {
299
+ "row": 388,
300
  "prediction": "No Default",
301
+ "probability": 0.4745,
302
  "risk_level": "Low"
303
  },
304
  {
305
+ "row": 389,
306
  "prediction": "No Default",
307
+ "probability": 0.153,
308
  "risk_level": "Low"
309
  },
310
  {
311
+ "row": 390,
312
  "prediction": "No Default",
313
+ "probability": 0.2767,
314
  "risk_level": "Low"
315
  },
316
  {
317
+ "row": 391,
318
  "prediction": "No Default",
319
+ "probability": 0.2242,
320
  "risk_level": "Low"
321
  },
322
  {
323
+ "row": 392,
324
  "prediction": "No Default",
325
+ "probability": 0.3054,
326
  "risk_level": "Low"
327
  },
328
  {
329
+ "row": 393,
330
  "prediction": "No Default",
331
+ "probability": 0.0592,
332
  "risk_level": "Low"
333
  },
334
  {
335
+ "row": 394,
336
  "prediction": "No Default",
337
+ "probability": 0.1934,
338
  "risk_level": "Low"
339
  },
340
  {
341
+ "row": 395,
342
  "prediction": "No Default",
343
+ "probability": 0.2356,
344
  "risk_level": "Low"
345
  },
346
  {
347
+ "row": 396,
348
  "prediction": "No Default",
349
+ "probability": 0.1216,
350
  "risk_level": "Low"
351
  },
352
  {
353
+ "row": 397,
354
  "prediction": "No Default",
355
+ "probability": 0.1998,
356
  "risk_level": "Low"
357
  },
358
  {
359
+ "row": 398,
360
+ "prediction": "Default",
361
+ "probability": 0.5826,
362
+ "risk_level": "Medium"
363
  },
364
  {
365
+ "row": 399,
366
  "prediction": "No Default",
367
+ "probability": 0.0725,
368
  "risk_level": "Low"
369
  },
370
  {
371
+ "row": 400,
372
  "prediction": "No Default",
373
+ "probability": 0.2089,
374
  "risk_level": "Low"
375
  },
376
  {
377
+ "row": 401,
378
  "prediction": "No Default",
379
+ "probability": 0.1777,
380
  "risk_level": "Low"
381
  },
382
  {
383
+ "row": 402,
384
  "prediction": "No Default",
385
+ "probability": 0.4213,
386
  "risk_level": "Low"
387
  },
388
  {
389
+ "row": 403,
390
  "prediction": "No Default",
391
+ "probability": 0.2338,
392
  "risk_level": "Low"
393
  },
394
  {
395
+ "row": 404,
396
  "prediction": "No Default",
397
+ "probability": 0.2306,
398
  "risk_level": "Low"
399
  },
400
  {
401
+ "row": 405,
402
+ "prediction": "Default",
403
+ "probability": 0.8196,
404
+ "risk_level": "High"
405
  },
406
  {
407
+ "row": 406,
408
  "prediction": "No Default",
409
+ "probability": 0.1634,
410
  "risk_level": "Low"
411
  },
412
  {
413
+ "row": 407,
414
  "prediction": "No Default",
415
+ "probability": 0.3463,
416
  "risk_level": "Low"
417
  },
418
  {
419
+ "row": 408,
420
  "prediction": "No Default",
421
+ "probability": 0.0549,
422
  "risk_level": "Low"
423
  },
424
  {
425
+ "row": 409,
426
  "prediction": "No Default",
427
+ "probability": 0.1305,
428
  "risk_level": "Low"
429
  },
430
  {
431
+ "row": 410,
432
  "prediction": "No Default",
433
+ "probability": 0.1191,
434
  "risk_level": "Low"
435
  },
436
  {
437
+ "row": 411,
438
  "prediction": "No Default",
439
+ "probability": 0.2809,
440
  "risk_level": "Low"
441
  },
442
  {
443
+ "row": 412,
444
  "prediction": "No Default",
445
+ "probability": 0.3819,
446
  "risk_level": "Low"
447
  },
448
  {
449
+ "row": 413,
450
  "prediction": "No Default",
451
+ "probability": 0.1961,
452
  "risk_level": "Low"
453
  },
454
  {
455
+ "row": 414,
456
  "prediction": "No Default",
457
+ "probability": 0.0876,
458
  "risk_level": "Low"
459
  },
460
  {
461
+ "row": 415,
462
  "prediction": "No Default",
463
+ "probability": 0.1414,
464
  "risk_level": "Low"
465
  },
466
  {
467
+ "row": 416,
468
  "prediction": "No Default",
469
+ "probability": 0.1834,
470
  "risk_level": "Low"
471
  },
472
  {
473
+ "row": 417,
474
  "prediction": "No Default",
475
+ "probability": 0.0877,
476
  "risk_level": "Low"
477
  },
478
  {
479
+ "row": 418,
480
  "prediction": "No Default",
481
+ "probability": 0.063,
482
  "risk_level": "Low"
483
  },
484
  {
485
+ "row": 419,
486
  "prediction": "No Default",
487
+ "probability": 0.1956,
488
  "risk_level": "Low"
489
  },
490
  {
491
+ "row": 420,
492
  "prediction": "No Default",
493
+ "probability": 0.0688,
494
  "risk_level": "Low"
495
  },
496
  {
497
+ "row": 421,
498
  "prediction": "No Default",
499
+ "probability": 0.0959,
500
  "risk_level": "Low"
501
  },
502
  {
503
+ "row": 422,
504
  "prediction": "No Default",
505
+ "probability": 0.1052,
506
  "risk_level": "Low"
507
  },
508
  {
509
+ "row": 423,
510
  "prediction": "No Default",
511
+ "probability": 0.0985,
512
  "risk_level": "Low"
513
  },
514
  {
515
+ "row": 424,
516
  "prediction": "No Default",
517
+ "probability": 0.1383,
518
  "risk_level": "Low"
519
  },
520
  {
521
+ "row": 425,
522
  "prediction": "No Default",
523
+ "probability": 0.1768,
524
  "risk_level": "Low"
525
  },
526
  {
527
+ "row": 426,
528
  "prediction": "No Default",
529
+ "probability": 0.1466,
530
  "risk_level": "Low"
531
  },
532
  {
533
+ "row": 427,
534
  "prediction": "No Default",
535
+ "probability": 0.042,
536
  "risk_level": "Low"
537
  },
538
  {
539
+ "row": 428,
540
  "prediction": "No Default",
541
+ "probability": 0.0674,
542
  "risk_level": "Low"
543
  },
544
  {
545
+ "row": 429,
546
  "prediction": "No Default",
547
+ "probability": 0.2346,
548
  "risk_level": "Low"
549
  },
550
  {
551
+ "row": 430,
552
  "prediction": "No Default",
553
+ "probability": 0.2535,
554
  "risk_level": "Low"
555
  },
556
  {
557
+ "row": 431,
558
+ "prediction": "Default",
559
+ "probability": 0.698,
560
+ "risk_level": "Medium"
561
+ },
562
+ {
563
+ "row": 432,
564
  "prediction": "No Default",
565
+ "probability": 0.3137,
566
  "risk_level": "Low"
567
  },
568
  {
569
+ "row": 433,
570
  "prediction": "No Default",
571
+ "probability": 0.163,
572
  "risk_level": "Low"
573
  },
574
  {
575
+ "row": 434,
576
  "prediction": "No Default",
577
+ "probability": 0.1119,
578
  "risk_level": "Low"
579
  },
580
  {
581
+ "row": 435,
582
  "prediction": "No Default",
583
+ "probability": 0.0554,
584
  "risk_level": "Low"
585
  },
586
  {
587
+ "row": 436,
588
  "prediction": "No Default",
589
+ "probability": 0.3698,
590
  "risk_level": "Low"
591
  },
592
  {
593
+ "row": 437,
594
  "prediction": "No Default",
595
+ "probability": 0.218,
596
  "risk_level": "Low"
597
  },
598
  {
599
+ "row": 438,
600
  "prediction": "No Default",
601
+ "probability": 0.2725,
602
  "risk_level": "Low"
603
  }
604
  ],
605
  "drift": [
606
  {
607
  "column": "dataset",
608
+ "score": 0.125
609
  },
610
  {
611
  "column": "age",
612
+ "score": 0.05708268405124789
613
  },
614
  {
615
  "column": "bill_amt_aug",
616
+ "score": 0.06043841630955236
617
  },
618
  {
619
  "column": "bill_amt_sep",
620
+ "score": 0.10938569446271669
621
  },
622
  {
623
  "column": "credit_limit",
624
+ "score": 0.03868056487160823
625
  },
626
  {
627
  "column": "pay_amt_aug",
628
+ "score": 0.06571556620051265
629
  },
630
  {
631
  "column": "pay_amt_sep",
632
+ "score": 0.06733594669654348
633
  },
634
  {
635
  "column": "pay_delay_aug",
636
+ "score": 0.09822440601611905
637
  },
638
  {
639
  "column": "pay_delay_sep",
640
+ "score": 0.0746154610181082
641
  }
642
  ]
643
  }