Data frame

Page 1

Column

Scatter Plot of Random Data

Column

Scatter Plot of Random Data with Smooth Function

Page 2

Column

Chart C

Column

Chart D

Real data
  Gender Symptoms Alcohol HBsAg HBeAg HBcAb HCVAb Cirrhosis Endemic
1   Male        0       1     0     0     0     0         1       0
2 Female        0       0     0     0     0     1         1       0
3   Male        0       1     1     0     1     0         1       0
4   Male        1       1     0     0     0     0         1       0
5   Male        1       1     1     0     1     0         1       0
6   Male        0       1     0     0     0     0         1       0
  Smoking Diabetes Obesity Hemochro AHT CRI HIV NASH Varices Spleno PHT
1       1        1       0        1   0   0   0    0       1      0   0
2       1        1       0        0   1   0   0    0       1      0   0
3       1        0       0        0   1   1   0    0       0      0   1
4       1        1       0        0   1   0   0    0       0      0   0
5       1        0       0        0   1   1   0    0       0      0   0
6       1        0       1        0   0   0   0    0       1      1   1
  PVT Metastasis Hallmark Age Grams_day Packs_year PS Encephalopathy
1   0          0        1  67       137       15.0  0              1
2   0          0        1  62         0        0.0  0              1
3   0          1        1  78        50       50.0  2              1
4   0          1        1  77        40       30.0  0              1
5   0          0        1  76       100       30.0  0              1
6   0          0        1  75       100       67.5  1              1
  Ascites  INR    AFP Hemoglobin   MCV Leucocytes Platelets Albumin
1       1 1.53   95.0       13.7 106.6        4.9     99.00     3.4
2       1 1.24    2.6       10.3  83.0        6.1      1.71     3.9
3       2 0.96    5.8        8.9  79.8        8.4    472.00     3.3
4       1 0.95 2440.0       13.4  97.1        9.0    279.00     3.7
5       1 0.94   49.0       14.3  95.1        6.4    199.00     4.1
6       2 1.58  110.0       13.4  91.5        5.4     85.00     3.4
  Total_Bil ALT AST GGT ALP  TP Creatinine Nodule Major_Dim Dir_Bil  Iron
1       2.1  34  41 183 150 7.1       0.70      1       3.5    0.50  52.5
2       0.8  11  28  77 120 7.0       0.58      1       1.8    0.85  32.0
3       0.4  58  68 202 109 7.0       2.10      5      13.0    0.10  28.0
4       0.4  16  64  94 174 8.1       1.11      2      15.7    0.20 131.0
5       0.7 147 306 173 109 6.9       1.80      1       9.0    0.10  59.0
6       3.5  91 122 242 396 5.6       0.90      1      10.0    1.40  53.0
  Sat Ferritin Class
1  37      856    TP
2  10       18    TP
3   6       16    TP
4  78     1316    TN
5  15       22    TP
6  22      111    TN

Page 3


Data Visualization of Hepatocellular Carcinoma dataset (HCC dataset)


Bar Chart explaining Alcohol consumption


Density Plot of Creatinine levels