RyanYun0017/HeartDisease.csv

## README.MD

      
    Raw
  

              README.MD
            
          
    This is the Heart Disease UCI dataset originally posted on  Kaggle Dataset: Heart Disease UCI. The original data comes from UCI Mahine Learning Repo.

This dataset contains many patients data with its age, gender, and many other data related to heart health. It can be used in machine learning and data vis projects, in learning the correlation between differnet health attributes.
The HTML codes provide the basic code to load the dataset and display it with a basic scatter plot through D3.js.

For the most updated bar chart plot of this dataset, please see Iterated Work: Heart Disease Scatter Plot


## HeartDisease.csv

          
            age
            sex
            cp
            trestbps
            chol
            fbs
            restecg
            thalach
            exang
            oldpeak
            slope
            ca
            thal
            target

            
              63
              1
              3
              145
              233
              1
              0
              150
              0
              2.3
              0
              0
              1
              1

            
              37
              1
              2
              130
              250
              0
              1
              187
              0
              3.5
              0
              0
              2
              1

            
              41
              0
              1
              130
              204
              0
              0
              172
              0
              1.4
              2
              0
              2
              1

            
              56
              1
              1
              120
              236
              0
              1
              178
              0
              0.8
              2
              0
              2
              1

            
              57
              0
              0
              120
              354
              0
              1
              163
              1
              0.6
              2
              0
              2
              1

            
              57
              1
              0
              140
              192
              0
              1
              148
              0
              0.4
              1
              0
              1
              1

            
              56
              0
              1
              140
              294
              0
              0
              153
              0
              1.3
              1
              0
              2
              1

            
              44
              1
              1
              120
              263
              0
              1
              173
              0
              0
              2
              0
              3
              1

            
              52
              1
              2
              172
              199
              1
              1
              162
              0
              0.5
              2
              0
              3
              1

            
              57
              1
              2
              150
              168
              0
              1
              174
              0
              1.6
              2
              0
              2
              1

            
              54
              1
              0
              140
              239
              0
              1
              160
              0
              1.2
              2
              0
              2
              1

            
              48
              0
              2
              130
              275
              0
              1
              139
              0
              0.2
              2
              0
              2
              1

            
              49
              1
              1
              130
              266
              0
              1
              171
              0
              0.6
              2
              0
              2
              1

            
              64
              1
              3
              110
              211
              0
              0
              144
              1
              1.8
              1
              0
              2
              1

            
              58
              0
              3
              150
              283
              1
              0
              162
              0
              1
              2
              0
              2
              1

            
              50
              0
              2
              120
              219
              0
              1
              158
              0
              1.6
              1
              0
              2
              1

            
              58
              0
              2
              120
              340
              0
              1
              172
              0
              0
              2
              0
              2
              1

            
              66
              0
              3
              150
              226
              0
              1
              114
              0
              2.6
              0
              0
              2
              1

            
              43
              1
              0
              150
              247
              0
              1
              171
              0
              1.5
              2
              0
              2
              1

            
              69
              0
              3
              140
              239
              0
              1
              151
              0
              1.8
              2
              2
              2
              1

            
              59
              1
              0
              135
              234
              0
              1
              161
              0
              0.5
              1
              0
              3
              1

            
              44
              1
              2
              130
              233
              0
              1
              179
              1
              0.4
              2
              0
              2
              1

            
              42
              1
              0
              140
              226
              0
              1
              178
              0
              0
              2
              0
              2
              1

            
              61
              1
              2
              150
              243
              1
              1
              137
              1
              1
              1
              0
              2
              1

            
              40
              1
              3
              140
              199
              0
              1
              178
              1
              1.4
              2
              0
              3
              1

            
              71
              0
              1
              160
              302
              0
              1
              162
              0
              0.4
              2
              2
              2
              1

            
              59
              1
              2
              150
              212
              1
              1
              157
              0
              1.6
              2
              0
              2
              1

            
              51
              1
              2
              110
              175
              0
              1
              123
              0
              0.6
              2
              0
              2
              1

            
              65
              0
              2
              140
              417
              1
              0
              157
              0
              0.8
              2
              1
              2
              1

            
              53
              1
              2
              130
              197
              1
              0
              152
              0
              1.2
              0
              0
              2
              1

            
              41
              0
              1
              105
              198
              0
              1
              168
              0
              0
              2
              1
              2
              1

            
              65
              1
              0
              120
              177
              0
              1
              140
              0
              0.4
              2
              0
              3
              1

            
              44
              1
              1
              130
              219
              0
              0
              188
              0
              0
              2
              0
              2
              1

            
              54
              1
              2
              125
              273
              0
              0
              152
              0
              0.5
              0
              1
              2
              1

            
              51
              1
              3
              125
              213
              0
              0
              125
              1
              1.4
              2
              1
              2
              1

            
              46
              0
              2
              142
              177
              0
              0
              160
              1
              1.4
              0
              0
              2
              1

            
              54
              0
              2
              135
              304
              1
              1
              170
              0
              0
              2
              0
              2
              1

            
              54
              1
              2
              150
              232
              0
              0
              165
              0
              1.6
              2
              0
              3
              1

            
              65
              0
              2
              155
              269
              0
              1
              148
              0
              0.8
              2
              0
              2
              1

            
              65
              0
              2
              160
              360
              0
              0
              151
              0
              0.8
              2
              0
              2
              1

            
              51
              0
              2
              140
              308
              0
              0
              142
              0
              1.5
              2
              1
              2
              1

            
              48
              1
              1
              130
              245
              0
              0
              180
              0
              0.2
              1
              0
              2
              1

            
              45
              1
              0
              104
              208
              0
              0
              148
              1
              3
              1
              0
              2
              1

            
              53
              0
              0
              130
              264
              0
              0
              143
              0
              0.4
              1
              0
              2
              1

            
              39
              1
              2
              140
              321
              0
              0
              182
              0
              0
              2
              0
              2
              1

            
              52
              1
              1
              120
              325
              0
              1
              172
              0
              0.2
              2
              0
              2
              1

            
              44
              1
              2
              140
              235
              0
              0
              180
              0
              0
              2
              0
              2
              1

            
              47
              1
              2
              138
              257
              0
              0
              156
              0
              0
              2
              0
              2
              1

            
              53
              0
              2
              128
              216
              0
              0
              115
              0
              0
              2
              0
              0
              1

            
              53
              0
              0
              138
              234
              0
              0
              160
              0
              0
              2
              0
              2
              1

            
              51
              0
              2
              130
              256
              0
              0
              149
              0
              0.5
              2
              0
              2
              1

            
              66
              1
              0
              120
              302
              0
              0
              151
              0
              0.4
              1
              0
              2
              1

            
              62
              1
              2
              130
              231
              0
              1
              146
              0
              1.8
              1
              3
              3
              1

            
              44
              0
              2
              108
              141
              0
              1
              175
              0
              0.6
              1
              0
              2
              1

            
              63
              0
              2
              135
              252
              0
              0
              172
              0
              0
              2
              0
              2
              1

            
              52
              1
              1
              134
              201
              0
              1
              158
              0
              0.8
              2
              1
              2
              1

            
              48
              1
              0
              122
              222
              0
              0
              186
              0
              0
              2
              0
              2
              1

            
              45
              1
              0
              115
              260
              0
              0
              185
              0
              0
              2
              0
              2
              1

            
              34
              1
              3
              118
              182
              0
              0
              174
              0
              0
              2
              0
              2
              1

            
              57
              0
              0
              128
              303
              0
              0
              159
              0
              0
              2
              1
              2
              1

            
              71
              0
              2
              110
              265
              1
              0
              130
              0
              0
              2
              1
              2
              1

            
              54
              1
              1
              108
              309
              0
              1
              156
              0
              0
              2
              0
              3
              1

            
              52
              1
              3
              118
              186
              0
              0
              190
              0
              0
              1
              0
              1
              1

            
              41
              1
              1
              135
              203
              0
              1
              132
              0
              0
              1
              0
              1
              1

            
              58
              1
              2
              140
              211
              1
              0
              165
              0
              0
              2
              0
              2
              1

            
              35
              0
              0
              138
              183
              0
              1
              182
              0
              1.4
              2
              0
              2
              1

            
              51
              1
              2
              100
              222
              0
              1
              143
              1
              1.2
              1
              0
              2
              1

            
              45
              0
              1
              130
              234
              0
              0
              175
              0
              0.6
              1
              0
              2
              1

            
              44
              1
              1
              120
              220
              0
              1
              170
              0
              0
              2
              0
              2
              1

            
              62
              0
              0
              124
              209
              0
              1
              163
              0
              0
              2
              0
              2
              1

            
              54
              1
              2
              120
              258
              0
              0
              147
              0
              0.4
              1
              0
              3
              1

            
              51
              1
              2
              94
              227
              0
              1
              154
              1
              0
              2
              1
              3
              1

            
              29
              1
              1
              130
              204
              0
              0
              202
              0
              0
              2
              0
              2
              1

            
              51
              1
              0
              140
              261
              0
              0
              186
              1
              0
              2
              0
              2
              1

            
              43
              0
              2
              122
              213
              0
              1
              165
              0
              0.2
              1
              0
              2
              1

            
              55
              0
              1
              135
              250
              0
              0
              161
              0
              1.4
              1
              0
              2
              1

            
              51
              1
              2
              125
              245
              1
              0
              166
              0
              2.4
              1
              0
              2
              1

            
              59
              1
              1
              140
              221
              0
              1
              164
              1
              0
              2
              0
              2
              1

            
              52
              1
              1
              128
              205
              1
              1
              184
              0
              0
              2
              0
              2
              1

            
              58
              1
              2
              105
              240
              0
              0
              154
              1
              0.6
              1
              0
              3
              1

            
              41
              1
              2
              112
              250
              0
              1
              179
              0
              0
              2
              0
              2
              1

            
              45
              1
              1
              128
              308
              0
              0
              170
              0
              0
              2
              0
              2
              1

            
              60
              0
              2
              102
              318
              0
              1
              160
              0
              0
              2
              1
              2
              1

            
              52
              1
              3
              152
              298
              1
              1
              178
              0
              1.2
              1
              0
              3
              1

            
              42
              0
              0
              102
              265
              0
              0
              122
              0
              0.6
              1
              0
              2
              1

            
              67
              0
              2
              115
              564
              0
              0
              160
              0
              1.6
              1
              0
              3
              1

            
              68
              1
              2
              118
              277
              0
              1
              151
              0
              1
              2
              1
              3
              1

            
              46
              1
              1
              101
              197
              1
              1
              156
              0
              0
              2
              0
              3
              1

            
              54
              0
              2
              110
              214
              0
              1
              158
              0
              1.6
              1
              0
              2
              1

            
              58
              0
              0
              100
              248
              0
              0
              122
              0
              1
              1
              0
              2
              1

            
              48
              1
              2
              124
              255
              1
              1
              175
              0
              0
              2
              2
              2
              1

            
              57
              1
              0
              132
              207
              0
              1
              168
              1
              0
              2
              0
              3
              1

            
              52
              1
              2
              138
              223
              0
              1
              169
              0
              0
              2
              4
              2
              1

            
              54
              0
              1
              132
              288
              1
              0
              159
              1
              0
              2
              1
              2
              1

            
              45
              0
              1
              112
              160
              0
              1
              138
              0
              0
              1
              0
              2
              1

            
              53
              1
              0
              142
              226
              0
              0
              111
              1
              0
              2
              0
              3
              1

            
              62
              0
              0
              140
              394
              0
              0
              157
              0
              1.2
              1
              0
              2
              1

            
              52
              1
              0
              108
              233
              1
              1
              147
              0
              0.1
              2
              3
              3
              1

            
              43
              1
              2
              130
              315
              0
              1
              162
              0
              1.9
              2
              1
              2
              1

            
              53
              1
              2
              130
              246
              1
              0
              173
              0
              0
              2
              3
              2
              1

            
              42
              1
              3
              148
              244
              0
              0
              178
              0
              0.8
              2
              2
              2
              1

            
              59
              1
              3
              178
              270
              0
              0
              145
              0
              4.2
              0
              0
              3
              1

            
              63
              0
              1
              140
              195
              0
              1
              179
              0
              0
              2
              2
              2
              1

            
              42
              1
              2
              120
              240
              1
              1
              194
              0
              0.8
              0
              0
              3
              1

            
              50
              1
              2
              129
              196
              0
              1
              163
              0
              0
              2
              0
              2
              1

            
              68
              0
              2
              120
              211
              0
              0
              115
              0
              1.5
              1
              0
              2
              1

            
              69
              1
              3
              160
              234
              1
              0
              131
              0
              0.1
              1
              1
              2
              1

            
              45
              0
              0
              138
              236
              0
              0
              152
              1
              0.2
              1
              0
              2
              1

            
              50
              0
              1
              120
              244
              0
              1
              162
              0
              1.1
              2
              0
              2
              1

            
              50
              0
              0
              110
              254
              0
              0
              159
              0
              0
              2
              0
              2
              1

            
              64
              0
              0
              180
              325
              0
              1
              154
              1
              0
              2
              0
              2
              1

            
              57
              1
              2
              150
              126
              1
              1
              173
              0
              0.2
              2
              1
              3
              1

            
              64
              0
              2
              140
              313
              0
              1
              133
              0
              0.2
              2
              0
              3
              1

            
              43
              1
              0
              110
              211
              0
              1
              161
              0
              0
              2
              0
              3
              1

            
              55
              1
              1
              130
              262
              0
              1
              155
              0
              0
              2
              0
              2
              1

            
              37
              0
              2
              120
              215
              0
              1
              170
              0
              0
              2
              0
              2
              1

            
              41
              1
              2
              130
              214
              0
              0
              168
              0
              2
              1
              0
              2
              1

            
              56
              1
              3
              120
              193
              0
              0
              162
              0
              1.9
              1
              0
              3
              1

            
              46
              0
              1
              105
              204
              0
              1
              172
              0
              0
              2
              0
              2
              1

            
              46
              0
              0
              138
              243
              0
              0
              152
              1
              0
              1
              0
              2
              1

            
              64
              0
              0
              130
              303
              0
              1
              122
              0
              2
              1
              2
              2
              1

            
              59
              1
              0
              138
              271
              0
              0
              182
              0
              0
              2
              0
              2
              1

            
              41
              0
              2
              112
              268
              0
              0
              172
              1
              0
              2
              0
              2
              1

            
              54
              0
              2
              108
              267
              0
              0
              167
              0
              0
              2
              0
              2
              1

            
              39
              0
              2
              94
              199
              0
              1
              179
              0
              0
              2
              0
              2
              1

            
              34
              0
              1
              118
              210
              0
              1
              192
              0
              0.7
              2
              0
              2
              1

            
              47
              1
              0
              112
              204
              0
              1
              143
              0
              0.1
              2
              0
              2
              1

            
              67
              0
              2
              152
              277
              0
              1
              172
              0
              0
              2
              1
              2
              1

            
              52
              0
              2
              136
              196
              0
              0
              169
              0
              0.1
              1
              0
              2
              1

            
              74
              0
              1
              120
              269
              0
              0
              121
              1
              0.2
              2
              1
              2
              1

            
              54
              0
              2
              160
              201
              0
              1
              163
              0
              0
              2
              1
              2
              1

            
              49
              0
              1
              134
              271
              0
              1
              162
              0
              0
              1
              0
              2
              1

            
              42
              1
              1
              120
              295
              0
              1
              162
              0
              0
              2
              0
              2
              1

            
              41
              1
              1
              110
              235
              0
              1
              153
              0
              0
              2
              0
              2
              1

            
              41
              0
              1
              126
              306
              0
              1
              163
              0
              0
              2
              0
              2
              1

            
              49
              0
              0
              130
              269
              0
              1
              163
              0
              0
              2
              0
              2
              1

            
              60
              0
              2
              120
              178
              1
              1
              96
              0
              0
              2
              0
              2
              1

            
              62
              1
              1
              128
              208
              1
              0
              140
              0
              0
              2
              0
              2
              1

            
              57
              1
              0
              110
              201
              0
              1
              126
              1
              1.5
              1
              0
              1
              1

            
              64
              1
              0
              128
              263
              0
              1
              105
              1
              0.2
              1
              1
              3
              1

            
              51
              0
              2
              120
              295
              0
              0
              157
              0
              0.6
              2
              0
              2
              1

            
              43
              1
              0
              115
              303
              0
              1
              181
              0
              1.2
              1
              0
              2
              1

            
              42
              0
              2
              120
              209
              0
              1
              173
              0
              0
              1
              0
              2
              1

            
              67
              0
              0
              106
              223
              0
              1
              142
              0
              0.3
              2
              2
              2
              1

            
              76
              0
              2
              140
              197
              0
              2
              116
              0
              1.1
              1
              0
              2
              1

            
              70
              1
              1
              156
              245
              0
              0
              143
              0
              0
              2
              0
              2
              1

            
              44
              0
              2
              118
              242
              0
              1
              149
              0
              0.3
              1
              1
              2
              1

            
              60
              0
              3
              150
              240
              0
              1
              171
              0
              0.9
              2
              0
              2
              1

            
              44
              1
              2
              120
              226
              0
              1
              169
              0
              0
              2
              0
              2
              1

            
              42
              1
              2
              130
              180
              0
              1
              150
              0
              0
              2
              0
              2
              1

            
              66
              1
              0
              160
              228
              0
              0
              138
              0
              2.3
              2
              0
              1
              1

            
              71
              0
              0
              112
              149
              0
              1
              125
              0
              1.6
              1
              0
              2
              1

            
              64
              1
              3
              170
              227
              0
              0
              155
              0
              0.6
              1
              0
              3
              1

            
              66
              0
              2
              146
              278
              0
              0
              152
              0
              0
              1
              1
              2
              1

            
              39
              0
              2
              138
              220
              0
              1
              152
              0
              0
              1
              0
              2
              1

            
              58
              0
              0
              130
              197
              0
              1
              131
              0
              0.6
              1
              0
              2
              1

            
              47
              1
              2
              130
              253
              0
              1
              179
              0
              0
              2
              0
              2
              1

            
              35
              1
              1
              122
              192
              0
              1
              174
              0
              0
              2
              0
              2
              1

            
              58
              1
              1
              125
              220
              0
              1
              144
              0
              0.4
              1
              4
              3
              1

            
              56
              1
              1
              130
              221
              0
              0
              163
              0
              0
              2
              0
              3
              1

            
              56
              1
              1
              120
              240
              0
              1
              169
              0
              0
              0
              0
              2
              1

            
              55
              0
              1
              132
              342
              0
              1
              166
              0
              1.2
              2
              0
              2
              1

            
              41
              1
              1
              120
              157
              0
              1
              182
              0
              0
              2
              0
              2
              1

            
              38
              1
              2
              138
              175
              0
              1
              173
              0
              0
              2
              4
              2
              1

            
              38
              1
              2
              138
              175
              0
              1
              173
              0
              0
              2
              4
              2
              1

            
              67
              1
              0
              160
              286
              0
              0
              108
              1
              1.5
              1
              3
              2
              0

            
              67
              1
              0
              120
              229
              0
              0
              129
              1
              2.6
              1
              2
              3
              0

            
              62
              0
              0
              140
              268
              0
              0
              160
              0
              3.6
              0
              2
              2
              0

            
              63
              1
              0
              130
              254
              0
              0
              147
              0
              1.4
              1
              1
              3
              0

            
              53
              1
              0
              140
              203
              1
              0
              155
              1
              3.1
              0
              0
              3
              0

            
              56
              1
              2
              130
              256
              1
              0
              142
              1
              0.6
              1
              1
              1
              0

            
              48
              1
              1
              110
              229
              0
              1
              168
              0
              1
              0
              0
              3
              0

            
              58
              1
              1
              120
              284
              0
              0
              160
              0
              1.8
              1
              0
              2
              0

            
              58
              1
              2
              132
              224
              0
              0
              173
              0
              3.2
              2
              2
              3
              0

            
              60
              1
              0
              130
              206
              0
              0
              132
              1
              2.4
              1
              2
              3
              0

            
              40
              1
              0
              110
              167
              0
              0
              114
              1
              2
              1
              0
              3
              0

            
              60
              1
              0
              117
              230
              1
              1
              160
              1
              1.4
              2
              2
              3
              0

            
              64
              1
              2
              140
              335
              0
              1
              158
              0
              0
              2
              0
              2
              0

            
              43
              1
              0
              120
              177
              0
              0
              120
              1
              2.5
              1
              0
              3
              0

            
              57
              1
              0
              150
              276
              0
              0
              112
              1
              0.6
              1
              1
              1
              0

            
              55
              1
              0
              132
              353
              0
              1
              132
              1
              1.2
              1
              1
              3
              0

            
              65
              0
              0
              150
              225
              0
              0
              114
              0
              1
              1
              3
              3
              0

            
              61
              0
              0
              130
              330
              0
              0
              169
              0
              0
              2
              0
              2
              0

            
              58
              1
              2
              112
              230
              0
              0
              165
              0
              2.5
              1
              1
              3
              0

            
              50
              1
              0
              150
              243
              0
              0
              128
              0
              2.6
              1
              0
              3
              0

            
              44
              1
              0
              112
              290
              0
              0
              153
              0
              0
              2
              1
              2
              0

            
              60
              1
              0
              130
              253
              0
              1
              144
              1
              1.4
              2
              1
              3
              0

            
              54
              1
              0
              124
              266
              0
              0
              109
              1
              2.2
              1
              1
              3
              0

            
              50
              1
              2
              140
              233
              0
              1
              163
              0
              0.6
              1
              1
              3
              0

            
              41
              1
              0
              110
              172
              0
              0
              158
              0
              0
              2
              0
              3
              0

            
              51
              0
              0
              130
              305
              0
              1
              142
              1
              1.2
              1
              0
              3
              0

            
              58
              1
              0
              128
              216
              0
              0
              131
              1
              2.2
              1
              3
              3
              0

            
              54
              1
              0
              120
              188
              0
              1
              113
              0
              1.4
              1
              1
              3
              0

            
              60
              1
              0
              145
              282
              0
              0
              142
              1
              2.8
              1
              2
              3
              0

            
              60
              1
              2
              140
              185
              0
              0
              155
              0
              3
              1
              0
              2
              0

            
              59
              1
              0
              170
              326
              0
              0
              140
              1
              3.4
              0
              0
              3
              0

            
              46
              1
              2
              150
              231
              0
              1
              147
              0
              3.6
              1
              0
              2
              0

            
              67
              1
              0
              125
              254
              1
              1
              163
              0
              0.2
              1
              2
              3
              0

            
              62
              1
              0
              120
              267
              0
              1
              99
              1
              1.8
              1
              2
              3
              0

            
              65
              1
              0
              110
              248
              0
              0
              158
              0
              0.6
              2
              2
              1
              0

            
              44
              1
              0
              110
              197
              0
              0
              177
              0
              0
              2
              1
              2
              0

            
              60
              1
              0
              125
              258
              0
              0
              141
              1
              2.8
              1
              1
              3
              0

            
              58
              1
              0
              150
              270
              0
              0
              111
              1
              0.8
              2
              0
              3
              0

            
              68
              1
              2
              180
              274
              1
              0
              150
              1
              1.6
              1
              0
              3
              0

            
              62
              0
              0
              160
              164
              0
              0
              145
              0
              6.2
              0
              3
              3
              0

            
              52
              1
              0
              128
              255
              0
              1
              161
              1
              0
              2
              1
              3
              0

            
              59
              1
              0
              110
              239
              0
              0
              142
              1
              1.2
              1
              1
              3
              0

            
              60
              0
              0
              150
              258
              0
              0
              157
              0
              2.6
              1
              2
              3
              0

            
              49
              1
              2
              120
              188
              0
              1
              139
              0
              2
              1
              3
              3
              0

            
              59
              1
              0
              140
              177
              0
              1
              162
              1
              0
              2
              1
              3
              0

            
              57
              1
              2
              128
              229
              0
              0
              150
              0
              0.4
              1
              1
              3
              0

            
              61
              1
              0
              120
              260
              0
              1
              140
              1
              3.6
              1
              1
              3
              0

            
              39
              1
              0
              118
              219
              0
              1
              140
              0
              1.2
              1
              0
              3
              0

            
              61
              0
              0
              145
              307
              0
              0
              146
              1
              1
              1
              0
              3
              0

            
              56
              1
              0
              125
              249
              1
              0
              144
              1
              1.2
              1
              1
              2
              0

            
              43
              0
              0
              132
              341
              1
              0
              136
              1
              3
              1
              0
              3
              0

            
              62
              0
              2
              130
              263
              0
              1
              97
              0
              1.2
              1
              1
              3
              0

            
              63
              1
              0
              130
              330
              1
              0
              132
              1
              1.8
              2
              3
              3
              0

            
              65
              1
              0
              135
              254
              0
              0
              127
              0
              2.8
              1
              1
              3
              0

            
              48
              1
              0
              130
              256
              1
              0
              150
              1
              0
              2
              2
              3
              0

            
              63
              0
              0
              150
              407
              0
              0
              154
              0
              4
              1
              3
              3
              0

            
              55
              1
              0
              140
              217
              0
              1
              111
              1
              5.6
              0
              0
              3
              0

            
              65
              1
              3
              138
              282
              1
              0
              174
              0
              1.4
              1
              1
              2
              0

            
              56
              0
              0
              200
              288
              1
              0
              133
              1
              4
              0
              2
              3
              0

            
              54
              1
              0
              110
              239
              0
              1
              126
              1
              2.8
              1
              1
              3
              0

            
              70
              1
              0
              145
              174
              0
              1
              125
              1
              2.6
              0
              0
              3
              0

            
              62
              1
              1
              120
              281
              0
              0
              103
              0
              1.4
              1
              1
              3
              0

            
              35
              1
              0
              120
              198
              0
              1
              130
              1
              1.6
              1
              0
              3
              0

            
              59
              1
              3
              170
              288
              0
              0
              159
              0
              0.2
              1
              0
              3
              0

            
              64
              1
              2
              125
              309
              0
              1
              131
              1
              1.8
              1
              0
              3
              0

            
              47
              1
              2
              108
              243
              0
              1
              152
              0
              0
              2
              0
              2
              0

            
              57
              1
              0
              165
              289
              1
              0
              124
              0
              1
              1
              3
              3
              0

            
              55
              1
              0
              160
              289
              0
              0
              145
              1
              0.8
              1
              1
              3
              0

            
              64
              1
              0
              120
              246
              0
              0
              96
              1
              2.2
              0
              1
              2
              0

            
              70
              1
              0
              130
              322
              0
              0
              109
              0
              2.4
              1
              3
              2
              0

            
              51
              1
              0
              140
              299
              0
              1
              173
              1
              1.6
              2
              0
              3
              0

            
              58
              1
              0
              125
              300
              0
              0
              171
              0
              0
              2
              2
              3
              0

            
              60
              1
              0
              140
              293
              0
              0
              170
              0
              1.2
              1
              2
              3
              0

            
              77
              1
              0
              125
              304
              0
              0
              162
              1
              0
              2
              3
              2
              0

            
              35
              1
              0
              126
              282
              0
              0
              156
              1
              0
              2
              0
              3
              0

            
              70
              1
              2
              160
              269
              0
              1
              112
              1
              2.9
              1
              1
              3
              0

            
              59
              0
              0
              174
              249
              0
              1
              143
              1
              0
              1
              0
              2
              0

            
              64
              1
              0
              145
              212
              0
              0
              132
              0
              2
              1
              2
              1
              0

            
              57
              1
              0
              152
              274
              0
              1
              88
              1
              1.2
              1
              1
              3
              0

            
              56
              1
              0
              132
              184
              0
              0
              105
              1
              2.1
              1
              1
              1
              0

            
              48
              1
              0
              124
              274
              0
              0
              166
              0
              0.5
              1
              0
              3
              0

            
              56
              0
              0
              134
              409
              0
              0
              150
              1
              1.9
              1
              2
              3
              0

            
              66
              1
              1
              160
              246
              0
              1
              120
              1
              0
              1
              3
              1
              0

            
              54
              1
              1
              192
              283
              0
              0
              195
              0
              0
              2
              1
              3
              0

            
              69
              1
              2
              140
              254
              0
              0
              146
              0
              2
              1
              3
              3
              0

            
              51
              1
              0
              140
              298
              0
              1
              122
              1
              4.2
              1
              3
              3
              0

            
              43
              1
              0
              132
              247
              1
              0
              143
              1
              0.1
              1
              4
              3
              0

            
              62
              0
              0
              138
              294
              1
              1
              106
              0
              1.9
              1
              3
              2
              0

            
              67
              1
              0
              100
              299
              0
              0
              125
              1
              0.9
              1
              2
              2
              0

            
              59
              1
              3
              160
              273
              0
              0
              125
              0
              0
              2
              0
              2
              0

            
              45
              1
              0
              142
              309
              0
              0
              147
              1
              0
              1
              3
              3
              0

            
              58
              1
              0
              128
              259
              0
              0
              130
              1
              3
              1
              2
              3
              0

            
              50
              1
              0
              144
              200
              0
              0
              126
              1
              0.9
              1
              0
              3
              0

            
              62
              0
              0
              150
              244
              0
              1
              154
              1
              1.4
              1
              0
              2
              0

            
              38
              1
              3
              120
              231
              0
              1
              182
              1
              3.8
              1
              0
              3
              0

            
              66
              0
              0
              178
              228
              1
              1
              165
              1
              1
              1
              2
              3
              0

            
              52
              1
              0
              112
              230
              0
              1
              160
              0
              0
              2
              1
              2
              0

            
              53
              1
              0
              123
              282
              0
              1
              95
              1
              2
              1
              2
              3
              0

            
              63
              0
              0
              108
              269
              0
              1
              169
              1
              1.8
              1
              2
              2
              0

            
              54
              1
              0
              110
              206
              0
              0
              108
              1
              0
              1
              1
              2
              0

            
              66
              1
              0
              112
              212
              0
              0
              132
              1
              0.1
              2
              1
              2
              0

            
              55
              0
              0
              180
              327
              0
              2
              117
              1
              3.4
              1
              0
              2
              0

            
              49
              1
              2
              118
              149
              0
              0
              126
              0
              0.8
              2
              3
              2
              0

            
              54
              1
              0
              122
              286
              0
              0
              116
              1
              3.2
              1
              2
              2
              0

            
              56
              1
              0
              130
              283
              1
              0
              103
              1
              1.6
              0
              0
              3
              0

            
              46
              1
              0
              120
              249
              0
              0
              144
              0
              0.8
              2
              0
              3
              0

            
              61
              1
              3
              134
              234
              0
              1
              145
              0
              2.6
              1
              2
              2
              0

            
              67
              1
              0
              120
              237
              0
              1
              71
              0
              1
              1
              0
              2
              0

            
              58
              1
              0
              100
              234
              0
              1
              156
              0
              0.1
              2
              1
              3
              0

            
              47
              1
              0
              110
              275
              0
              0
              118
              1
              1
              1
              1
              2
              0

            
              52
              1
              0
              125
              212
              0
              1
              168
              0
              1
              2
              2
              3
              0

            
              58
              1
              0
              146
              218
              0
              1
              105
              0
              2
              1
              1
              3
              0

            
              57
              1
              1
              124
              261
              0
              1
              141
              0
              0.3
              2
              0
              3
              0

            
              58
              0
              1
              136
              319
              1
              0
              152
              0
              0
              2
              2
              2
              0

            
              61
              1
              0
              138
              166
              0
              0
              125
              1
              3.6
              1
              1
              2
              0

            
              42
              1
              0
              136
              315
              0
              1
              125
              1
              1.8
              1
              0
              1
              0

            
              52
              1
              0
              128
              204
              1
              1
              156
              1
              1
              1
              0
              0
              0

            
              59
              1
              2
              126
              218
              1
              1
              134
              0
              2.2
              1
              1
              1
              0

            
              40
              1
              0
              152
              223
              0
              1
              181
              0
              0
              2
              0
              3
              0

            
              61
              1
              0
              140
              207
              0
              0
              138
              1
              1.9
              2
              1
              3
              0

            
              46
              1
              0
              140
              311
              0
              1
              120
              1
              1.8
              1
              2
              3
              0

            
              59
              1
              3
              134
              204
              0
              1
              162
              0
              0.8
              2
              2
              2
              0

            
              57
              1
              1
              154
              232
              0
              0
              164
              0
              0
              2
              1
              2
              0

            
              57
              1
              0
              110
              335
              0
              1
              143
              1
              3
              1
              1
              3
              0

            
              55
              0
              0
              128
              205
              0
              2
              130
              1
              2
              1
              1
              3
              0

            
              61
              1
              0
              148
              203
              0
              1
              161
              0
              0
              2
              1
              3
              0

            
              58
              1
              0
              114
              318
              0
              2
              140
              0
              4.4
              0
              3
              1
              0

            
              58
              0
              0
              170
              225
              1
              0
              146
              1
              2.8
              1
              2
              1
              0

            
              67
              1
              2
              152
              212
              0
              0
              150
              0
              0.8
              1
              0
              3
              0

            
              44
              1
              0
              120
              169
              0
              1
              144
              1
              2.8
              0
              0
              1
              0

            
              63
              1
              0
              140
              187
              0
              0
              144
              1
              4
              2
              2
              3
              0

            
              63
              0
              0
              124
              197
              0
              1
              136
              1
              0
              1
              0
              2
              0

            
              59
              1
              0
              164
              176
              1
              0
              90
              0
              1
              1
              2
              1
              0

            
              57
              0
              0
              140
              241
              0
              1
              123
              1
              0.2
              1
              0
              3
              0

            
              45
              1
              3
              110
              264
              0
              1
              132
              0
              1.2
              1
              0
              3
              0

            
              68
              1
              0
              144
              193
              1
              1
              141
              0
              3.4
              1
              2
              3
              0

            
              57
              1
              0
              130
              131
              0
              1
              115
              1
              1.2
              1
              1
              3
              0

            
              57
              0
              1
              130
              236
              0
              0
              174
              0
              0
              1
              1
              2
              0

## index.html
<!DOCTYPE html>
<html>
  <head>
    <title>Heart Disease Scatter Plot</title>
    <style>
      body {
        margin: 0;
        overflow: hidden;
      }
      .tick text {
        font-size: 24px;
      }
    </style>
    <script src="https://unpkg.com/d3@6.7.0/dist/d3.min.js"></script>
  </head>
  <body>
    <script>
      const {
        csv,
        min,
        max,
        select,
        scaleLinear,
        extent,
        axisLeft,
        axisBottom,
      } = d3;

      const csvUrl = [
        'https://gist.githubusercontent.com/',
        'RyanYun0017/', // User

        'cc46aeeef6bf15531920616f5ee3b149/', // Id of the Gist
        'raw/195683e9b475fa7df08401d6b3969277779c99fa/', // commit
        'HeartDisease.csv', // File name
      ].join('');
      const parseRow = (d) => {
        d.age = +d.age;
        d.sex = +d.sex; //0: Female,1: Male
        d.cp = +d.cp; //Chest Pain Type: //0: Typical Angina
        //1: Atypical Angina
        //2: Non-Anginal Pain
        //3: Asymptomatic

        d.trestbps = +d.trestbps; //Resting Blood Pressure: Person's resting blood pressure.

        d.chol = +d.chol; //Cholesterol: Serum Cholesterol in mg/dl

        d.fbs = +d.fbs; //Fasting Blood  Sugar:
        //0:Less Than 120mg/ml
        //1: Greater Than 120mg/ml

        d.restecg = +d.restecg; //Resting Electrocardiographic Measurement:
        //0: Normal
        //1: ST-T Wave Abnormality
        //2: Left Ventricular Hypertrophy

        d.thalach = +d.thalach; //Max Heart Rate Achieved: Maximum Heart Rate Achieved

        d.exang = +d.exang; //Exercise Induced Angina:
        //1: Yes
        //0: No

        d.slope = +d.slope; //Slope: Slope of the peak exercise ST segment:
        //0: Upsloping
        //1: Flat
        //2: Downsloping
        d.ca = +d.ca;
        d.oldpeak = +d.oldpeak;
        d.thal = +d.thal; //Thalassemia: A blood disorder called 'Thalassemia':
        //0: Normal
        //1: Fixed Defect
        //2: Reversable Defect
        return d;
      };
      const xValue = (d) => d.age;
      const yValue = (d) => d.thalach;
      const margin = {
        top: 20,
        right: 40,
        bottom: 60,
        left: 90,
      };
      const radius = 5;

      const width = window.innerWidth;
      const height = window.innerHeight;
      const svg = select('body')
        .append('svg')
        .attr('width', width)
        .attr('height', height);

      const main = async () => {
        const data = await csv(csvUrl, parseRow);

        const x = scaleLinear()
          .domain([
            min(data, xValue) - 2,
            max(data, xValue),
          ])
          .range([margin.left, width - margin.right]);

        const y = scaleLinear()
          .domain([
            min(data, yValue) - 0.5,
            max(data, yValue),
          ])
          .range([height - margin.bottom, margin.top]);

        const marks = data.map((d) => ({
          x: x(xValue(d)),
          y: y(yValue(d)),
          color: d.sex == 0 ? 'red' : 'blue',
        }));

        svg
          .selectAll('circle')
          .data(marks)
          .join('circle')
          .attr('cx', (d) => d.x)
          .attr('cy', (d) => d.y)
          .attr('r', radius)
          .attr('fill', (d) => d.color)
          .attr('fill-opacity', 0.5);

        svg
          .append('g')
          .attr('transform', `translate(${margin.left},0)`)
          .call(axisLeft(y));

        svg
          .append('g')
          .attr(
            'transform',
            `translate(0,${height - margin.bottom})`
          )
          .call(axisBottom(x));
        svg
          .append('text')
          .attr('text-anchor', 'end')
          .attr('x', width / 2 + 85)
          .attr('y', height - margin.top + 5)
          .attr('font-size', '18px')
          .text('Age of Patients');

        svg
          .append('text')
          .attr('text-anchor', 'middle')
          .attr('transform', 'rotate(-90)')
          .attr('y', margin.left / 2.5)
          .attr('x', -(height / 2 - 15))
          .attr('font-size', '16px')
          .text('The Maximum Heart rate Achived');
      };
      main();
    </script>
  </body>
</html>
age	sex	cp	trestbps	chol	fbs	restecg	thalach	exang	oldpeak	slope	ca	thal	target
63	1	3	145	233	1	0	150	0	2.3	0	0	1	1
37	1	2	130	250	0	1	187	0	3.5	0	0	2	1
41	0	1	130	204	0	0	172	0	1.4	2	0	2	1
56	1	1	120	236	0	1	178	0	0.8	2	0	2	1
57	0	0	120	354	0	1	163	1	0.6	2	0	2	1
57	1	0	140	192	0	1	148	0	0.4	1	0	1	1
56	0	1	140	294	0	0	153	0	1.3	1	0	2	1
44	1	1	120	263	0	1	173	0	0	2	0	3	1
52	1	2	172	199	1	1	162	0	0.5	2	0	3	1
57	1	2	150	168	0	1	174	0	1.6	2	0	2	1
54	1	0	140	239	0	1	160	0	1.2	2	0	2	1
48	0	2	130	275	0	1	139	0	0.2	2	0	2	1
49	1	1	130	266	0	1	171	0	0.6	2	0	2	1
64	1	3	110	211	0	0	144	1	1.8	1	0	2	1
58	0	3	150	283	1	0	162	0	1	2	0	2	1
50	0	2	120	219	0	1	158	0	1.6	1	0	2	1
58	0	2	120	340	0	1	172	0	0	2	0	2	1
66	0	3	150	226	0	1	114	0	2.6	0	0	2	1
43	1	0	150	247	0	1	171	0	1.5	2	0	2	1
69	0	3	140	239	0	1	151	0	1.8	2	2	2	1
59	1	0	135	234	0	1	161	0	0.5	1	0	3	1
44	1	2	130	233	0	1	179	1	0.4	2	0	2	1
42	1	0	140	226	0	1	178	0	0	2	0	2	1
61	1	2	150	243	1	1	137	1	1	1	0	2	1
40	1	3	140	199	0	1	178	1	1.4	2	0	3	1
71	0	1	160	302	0	1	162	0	0.4	2	2	2	1
59	1	2	150	212	1	1	157	0	1.6	2	0	2	1
51	1	2	110	175	0	1	123	0	0.6	2	0	2	1
65	0	2	140	417	1	0	157	0	0.8	2	1	2	1
53	1	2	130	197	1	0	152	0	1.2	0	0	2	1
41	0	1	105	198	0	1	168	0	0	2	1	2	1
65	1	0	120	177	0	1	140	0	0.4	2	0	3	1
44	1	1	130	219	0	0	188	0	0	2	0	2	1
54	1	2	125	273	0	0	152	0	0.5	0	1	2	1
51	1	3	125	213	0	0	125	1	1.4	2	1	2	1
46	0	2	142	177	0	0	160	1	1.4	0	0	2	1
54	0	2	135	304	1	1	170	0	0	2	0	2	1
54	1	2	150	232	0	0	165	0	1.6	2	0	3	1
65	0	2	155	269	0	1	148	0	0.8	2	0	2	1
65	0	2	160	360	0	0	151	0	0.8	2	0	2	1
51	0	2	140	308	0	0	142	0	1.5	2	1	2	1
48	1	1	130	245	0	0	180	0	0.2	1	0	2	1
45	1	0	104	208	0	0	148	1	3	1	0	2	1
53	0	0	130	264	0	0	143	0	0.4	1	0	2	1
39	1	2	140	321	0	0	182	0	0	2	0	2	1
52	1	1	120	325	0	1	172	0	0.2	2	0	2	1
44	1	2	140	235	0	0	180	0	0	2	0	2	1
47	1	2	138	257	0	0	156	0	0	2	0	2	1
53	0	2	128	216	0	0	115	0	0	2	0	0	1
53	0	0	138	234	0	0	160	0	0	2	0	2	1
51	0	2	130	256	0	0	149	0	0.5	2	0	2	1
66	1	0	120	302	0	0	151	0	0.4	1	0	2	1
62	1	2	130	231	0	1	146	0	1.8	1	3	3	1
44	0	2	108	141	0	1	175	0	0.6	1	0	2	1
63	0	2	135	252	0	0	172	0	0	2	0	2	1
52	1	1	134	201	0	1	158	0	0.8	2	1	2	1
48	1	0	122	222	0	0	186	0	0	2	0	2	1
45	1	0	115	260	0	0	185	0	0	2	0	2	1
34	1	3	118	182	0	0	174	0	0	2	0	2	1
57	0	0	128	303	0	0	159	0	0	2	1	2	1
71	0	2	110	265	1	0	130	0	0	2	1	2	1
54	1	1	108	309	0	1	156	0	0	2	0	3	1
52	1	3	118	186	0	0	190	0	0	1	0	1	1
41	1	1	135	203	0	1	132	0	0	1	0	1	1
58	1	2	140	211	1	0	165	0	0	2	0	2	1
35	0	0	138	183	0	1	182	0	1.4	2	0	2	1
51	1	2	100	222	0	1	143	1	1.2	1	0	2	1
45	0	1	130	234	0	0	175	0	0.6	1	0	2	1
44	1	1	120	220	0	1	170	0	0	2	0	2	1
62	0	0	124	209	0	1	163	0	0	2	0	2	1
54	1	2	120	258	0	0	147	0	0.4	1	0	3	1
51	1	2	94	227	0	1	154	1	0	2	1	3	1
29	1	1	130	204	0	0	202	0	0	2	0	2	1
51	1	0	140	261	0	0	186	1	0	2	0	2	1
43	0	2	122	213	0	1	165	0	0.2	1	0	2	1
55	0	1	135	250	0	0	161	0	1.4	1	0	2	1
51	1	2	125	245	1	0	166	0	2.4	1	0	2	1
59	1	1	140	221	0	1	164	1	0	2	0	2	1
52	1	1	128	205	1	1	184	0	0	2	0	2	1
58	1	2	105	240	0	0	154	1	0.6	1	0	3	1
41	1	2	112	250	0	1	179	0	0	2	0	2	1
45	1	1	128	308	0	0	170	0	0	2	0	2	1
60	0	2	102	318	0	1	160	0	0	2	1	2	1
52	1	3	152	298	1	1	178	0	1.2	1	0	3	1
42	0	0	102	265	0	0	122	0	0.6	1	0	2	1
67	0	2	115	564	0	0	160	0	1.6	1	0	3	1
68	1	2	118	277	0	1	151	0	1	2	1	3	1
46	1	1	101	197	1	1	156	0	0	2	0	3	1
54	0	2	110	214	0	1	158	0	1.6	1	0	2	1
58	0	0	100	248	0	0	122	0	1	1	0	2	1
48	1	2	124	255	1	1	175	0	0	2	2	2	1
57	1	0	132	207	0	1	168	1	0	2	0	3	1
52	1	2	138	223	0	1	169	0	0	2	4	2	1
54	0	1	132	288	1	0	159	1	0	2	1	2	1
45	0	1	112	160	0	1	138	0	0	1	0	2	1
53	1	0	142	226	0	0	111	1	0	2	0	3	1
62	0	0	140	394	0	0	157	0	1.2	1	0	2	1
52	1	0	108	233	1	1	147	0	0.1	2	3	3	1
43	1	2	130	315	0	1	162	0	1.9	2	1	2	1
53	1	2	130	246	1	0	173	0	0	2	3	2	1
42	1	3	148	244	0	0	178	0	0.8	2	2	2	1
59	1	3	178	270	0	0	145	0	4.2	0	0	3	1
63	0	1	140	195	0	1	179	0	0	2	2	2	1
42	1	2	120	240	1	1	194	0	0.8	0	0	3	1
50	1	2	129	196	0	1	163	0	0	2	0	2	1
68	0	2	120	211	0	0	115	0	1.5	1	0	2	1
69	1	3	160	234	1	0	131	0	0.1	1	1	2	1
45	0	0	138	236	0	0	152	1	0.2	1	0	2	1
50	0	1	120	244	0	1	162	0	1.1	2	0	2	1
50	0	0	110	254	0	0	159	0	0	2	0	2	1
64	0	0	180	325	0	1	154	1	0	2	0	2	1
57	1	2	150	126	1	1	173	0	0.2	2	1	3	1
64	0	2	140	313	0	1	133	0	0.2	2	0	3	1
43	1	0	110	211	0	1	161	0	0	2	0	3	1
55	1	1	130	262	0	1	155	0	0	2	0	2	1
37	0	2	120	215	0	1	170	0	0	2	0	2	1
41	1	2	130	214	0	0	168	0	2	1	0	2	1
56	1	3	120	193	0	0	162	0	1.9	1	0	3	1
46	0	1	105	204	0	1	172	0	0	2	0	2	1
46	0	0	138	243	0	0	152	1	0	1	0	2	1
64	0	0	130	303	0	1	122	0	2	1	2	2	1
59	1	0	138	271	0	0	182	0	0	2	0	2	1
41	0	2	112	268	0	0	172	1	0	2	0	2	1
54	0	2	108	267	0	0	167	0	0	2	0	2	1
39	0	2	94	199	0	1	179	0	0	2	0	2	1
34	0	1	118	210	0	1	192	0	0.7	2	0	2	1
47	1	0	112	204	0	1	143	0	0.1	2	0	2	1
67	0	2	152	277	0	1	172	0	0	2	1	2	1
52	0	2	136	196	0	0	169	0	0.1	1	0	2	1
74	0	1	120	269	0	0	121	1	0.2	2	1	2	1
54	0	2	160	201	0	1	163	0	0	2	1	2	1
49	0	1	134	271	0	1	162	0	0	1	0	2	1
42	1	1	120	295	0	1	162	0	0	2	0	2	1
41	1	1	110	235	0	1	153	0	0	2	0	2	1
41	0	1	126	306	0	1	163	0	0	2	0	2	1
49	0	0	130	269	0	1	163	0	0	2	0	2	1
60	0	2	120	178	1	1	96	0	0	2	0	2	1
62	1	1	128	208	1	0	140	0	0	2	0	2	1
57	1	0	110	201	0	1	126	1	1.5	1	0	1	1
64	1	0	128	263	0	1	105	1	0.2	1	1	3	1
51	0	2	120	295	0	0	157	0	0.6	2	0	2	1
43	1	0	115	303	0	1	181	0	1.2	1	0	2	1
42	0	2	120	209	0	1	173	0	0	1	0	2	1
67	0	0	106	223	0	1	142	0	0.3	2	2	2	1
76	0	2	140	197	0	2	116	0	1.1	1	0	2	1
70	1	1	156	245	0	0	143	0	0	2	0	2	1
44	0	2	118	242	0	1	149	0	0.3	1	1	2	1
60	0	3	150	240	0	1	171	0	0.9	2	0	2	1
44	1	2	120	226	0	1	169	0	0	2	0	2	1
42	1	2	130	180	0	1	150	0	0	2	0	2	1
66	1	0	160	228	0	0	138	0	2.3	2	0	1	1
71	0	0	112	149	0	1	125	0	1.6	1	0	2	1
64	1	3	170	227	0	0	155	0	0.6	1	0	3	1
66	0	2	146	278	0	0	152	0	0	1	1	2	1
39	0	2	138	220	0	1	152	0	0	1	0	2	1
58	0	0	130	197	0	1	131	0	0.6	1	0	2	1
47	1	2	130	253	0	1	179	0	0	2	0	2	1
35	1	1	122	192	0	1	174	0	0	2	0	2	1
58	1	1	125	220	0	1	144	0	0.4	1	4	3	1
56	1	1	130	221	0	0	163	0	0	2	0	3	1
56	1	1	120	240	0	1	169	0	0	0	0	2	1
55	0	1	132	342	0	1	166	0	1.2	2	0	2	1
41	1	1	120	157	0	1	182	0	0	2	0	2	1
38	1	2	138	175	0	1	173	0	0	2	4	2	1
38	1	2	138	175	0	1	173	0	0	2	4	2	1
67	1	0	160	286	0	0	108	1	1.5	1	3	2	0
67	1	0	120	229	0	0	129	1	2.6	1	2	3	0
62	0	0	140	268	0	0	160	0	3.6	0	2	2	0
63	1	0	130	254	0	0	147	0	1.4	1	1	3	0
53	1	0	140	203	1	0	155	1	3.1	0	0	3	0
56	1	2	130	256	1	0	142	1	0.6	1	1	1	0
48	1	1	110	229	0	1	168	0	1	0	0	3	0
58	1	1	120	284	0	0	160	0	1.8	1	0	2	0
58	1	2	132	224	0	0	173	0	3.2	2	2	3	0
60	1	0	130	206	0	0	132	1	2.4	1	2	3	0
40	1	0	110	167	0	0	114	1	2	1	0	3	0
60	1	0	117	230	1	1	160	1	1.4	2	2	3	0
64	1	2	140	335	0	1	158	0	0	2	0	2	0
43	1	0	120	177	0	0	120	1	2.5	1	0	3	0
57	1	0	150	276	0	0	112	1	0.6	1	1	1	0
55	1	0	132	353	0	1	132	1	1.2	1	1	3	0
65	0	0	150	225	0	0	114	0	1	1	3	3	0
61	0	0	130	330	0	0	169	0	0	2	0	2	0
58	1	2	112	230	0	0	165	0	2.5	1	1	3	0
50	1	0	150	243	0	0	128	0	2.6	1	0	3	0
44	1	0	112	290	0	0	153	0	0	2	1	2	0
60	1	0	130	253	0	1	144	1	1.4	2	1	3	0
54	1	0	124	266	0	0	109	1	2.2	1	1	3	0
50	1	2	140	233	0	1	163	0	0.6	1	1	3	0
41	1	0	110	172	0	0	158	0	0	2	0	3	0
51	0	0	130	305	0	1	142	1	1.2	1	0	3	0
58	1	0	128	216	0	0	131	1	2.2	1	3	3	0
54	1	0	120	188	0	1	113	0	1.4	1	1	3	0
60	1	0	145	282	0	0	142	1	2.8	1	2	3	0
60	1	2	140	185	0	0	155	0	3	1	0	2	0
59	1	0	170	326	0	0	140	1	3.4	0	0	3	0
46	1	2	150	231	0	1	147	0	3.6	1	0	2	0
67	1	0	125	254	1	1	163	0	0.2	1	2	3	0
62	1	0	120	267	0	1	99	1	1.8	1	2	3	0
65	1	0	110	248	0	0	158	0	0.6	2	2	1	0
44	1	0	110	197	0	0	177	0	0	2	1	2	0
60	1	0	125	258	0	0	141	1	2.8	1	1	3	0
58	1	0	150	270	0	0	111	1	0.8	2	0	3	0
68	1	2	180	274	1	0	150	1	1.6	1	0	3	0
62	0	0	160	164	0	0	145	0	6.2	0	3	3	0
52	1	0	128	255	0	1	161	1	0	2	1	3	0
59	1	0	110	239	0	0	142	1	1.2	1	1	3	0
60	0	0	150	258	0	0	157	0	2.6	1	2	3	0
49	1	2	120	188	0	1	139	0	2	1	3	3	0
59	1	0	140	177	0	1	162	1	0	2	1	3	0
57	1	2	128	229	0	0	150	0	0.4	1	1	3	0
61	1	0	120	260	0	1	140	1	3.6	1	1	3	0
39	1	0	118	219	0	1	140	0	1.2	1	0	3	0
61	0	0	145	307	0	0	146	1	1	1	0	3	0
56	1	0	125	249	1	0	144	1	1.2	1	1	2	0
43	0	0	132	341	1	0	136	1	3	1	0	3	0
62	0	2	130	263	0	1	97	0	1.2	1	1	3	0
63	1	0	130	330	1	0	132	1	1.8	2	3	3	0
65	1	0	135	254	0	0	127	0	2.8	1	1	3	0
48	1	0	130	256	1	0	150	1	0	2	2	3	0
63	0	0	150	407	0	0	154	0	4	1	3	3	0
55	1	0	140	217	0	1	111	1	5.6	0	0	3	0
65	1	3	138	282	1	0	174	0	1.4	1	1	2	0
56	0	0	200	288	1	0	133	1	4	0	2	3	0
54	1	0	110	239	0	1	126	1	2.8	1	1	3	0
70	1	0	145	174	0	1	125	1	2.6	0	0	3	0
62	1	1	120	281	0	0	103	0	1.4	1	1	3	0
35	1	0	120	198	0	1	130	1	1.6	1	0	3	0
59	1	3	170	288	0	0	159	0	0.2	1	0	3	0
64	1	2	125	309	0	1	131	1	1.8	1	0	3	0
47	1	2	108	243	0	1	152	0	0	2	0	2	0
57	1	0	165	289	1	0	124	0	1	1	3	3	0
55	1	0	160	289	0	0	145	1	0.8	1	1	3	0
64	1	0	120	246	0	0	96	1	2.2	0	1	2	0
70	1	0	130	322	0	0	109	0	2.4	1	3	2	0
51	1	0	140	299	0	1	173	1	1.6	2	0	3	0
58	1	0	125	300	0	0	171	0	0	2	2	3	0
60	1	0	140	293	0	0	170	0	1.2	1	2	3	0
77	1	0	125	304	0	0	162	1	0	2	3	2	0
35	1	0	126	282	0	0	156	1	0	2	0	3	0
70	1	2	160	269	0	1	112	1	2.9	1	1	3	0
59	0	0	174	249	0	1	143	1	0	1	0	2	0
64	1	0	145	212	0	0	132	0	2	1	2	1	0
57	1	0	152	274	0	1	88	1	1.2	1	1	3	0
56	1	0	132	184	0	0	105	1	2.1	1	1	1	0
48	1	0	124	274	0	0	166	0	0.5	1	0	3	0
56	0	0	134	409	0	0	150	1	1.9	1	2	3	0
66	1	1	160	246	0	1	120	1	0	1	3	1	0
54	1	1	192	283	0	0	195	0	0	2	1	3	0
69	1	2	140	254	0	0	146	0	2	1	3	3	0
51	1	0	140	298	0	1	122	1	4.2	1	3	3	0
43	1	0	132	247	1	0	143	1	0.1	1	4	3	0
62	0	0	138	294	1	1	106	0	1.9	1	3	2	0
67	1	0	100	299	0	0	125	1	0.9	1	2	2	0
59	1	3	160	273	0	0	125	0	0	2	0	2	0
45	1	0	142	309	0	0	147	1	0	1	3	3	0
58	1	0	128	259	0	0	130	1	3	1	2	3	0
50	1	0	144	200	0	0	126	1	0.9	1	0	3	0
62	0	0	150	244	0	1	154	1	1.4	1	0	2	0
38	1	3	120	231	0	1	182	1	3.8	1	0	3	0
66	0	0	178	228	1	1	165	1	1	1	2	3	0
52	1	0	112	230	0	1	160	0	0	2	1	2	0
53	1	0	123	282	0	1	95	1	2	1	2	3	0
63	0	0	108	269	0	1	169	1	1.8	1	2	2	0
54	1	0	110	206	0	0	108	1	0	1	1	2	0
66	1	0	112	212	0	0	132	1	0.1	2	1	2	0
55	0	0	180	327	0	2	117	1	3.4	1	0	2	0
49	1	2	118	149	0	0	126	0	0.8	2	3	2	0
54	1	0	122	286	0	0	116	1	3.2	1	2	2	0
56	1	0	130	283	1	0	103	1	1.6	0	0	3	0
46	1	0	120	249	0	0	144	0	0.8	2	0	3	0
61	1	3	134	234	0	1	145	0	2.6	1	2	2	0
67	1	0	120	237	0	1	71	0	1	1	0	2	0
58	1	0	100	234	0	1	156	0	0.1	2	1	3	0
47	1	0	110	275	0	0	118	1	1	1	1	2	0
52	1	0	125	212	0	1	168	0	1	2	2	3	0
58	1	0	146	218	0	1	105	0	2	1	1	3	0
57	1	1	124	261	0	1	141	0	0.3	2	0	3	0
58	0	1	136	319	1	0	152	0	0	2	2	2	0
61	1	0	138	166	0	0	125	1	3.6	1	1	2	0
42	1	0	136	315	0	1	125	1	1.8	1	0	1	0
52	1	0	128	204	1	1	156	1	1	1	0	0	0
59	1	2	126	218	1	1	134	0	2.2	1	1	1	0
40	1	0	152	223	0	1	181	0	0	2	0	3	0
61	1	0	140	207	0	0	138	1	1.9	2	1	3	0
46	1	0	140	311	0	1	120	1	1.8	1	2	3	0
59	1	3	134	204	0	1	162	0	0.8	2	2	2	0
57	1	1	154	232	0	0	164	0	0	2	1	2	0
57	1	0	110	335	0	1	143	1	3	1	1	3	0
55	0	0	128	205	0	2	130	1	2	1	1	3	0
61	1	0	148	203	0	1	161	0	0	2	1	3	0
58	1	0	114	318	0	2	140	0	4.4	0	3	1	0
58	0	0	170	225	1	0	146	1	2.8	1	2	1	0
67	1	2	152	212	0	0	150	0	0.8	1	0	3	0
44	1	0	120	169	0	1	144	1	2.8	0	0	1	0
63	1	0	140	187	0	0	144	1	4	2	2	3	0
63	0	0	124	197	0	1	136	1	0	1	0	2	0
59	1	0	164	176	1	0	90	0	1	1	2	1	0
57	0	0	140	241	0	1	123	1	0.2	1	0	3	0
45	1	3	110	264	0	1	132	0	1.2	1	0	3	0
68	1	0	144	193	1	1	141	0	3.4	1	2	3	0
57	1	0	130	131	0	1	115	1	1.2	1	1	3	0
57	0	1	130	236	0	0	174	0	0	1	1	2	0
	<!DOCTYPE html>
	<html>
	<head>
	<title>Heart Disease Scatter Plot</title>
	<style>
	body {
	margin: 0;
	overflow: hidden;
	}
	.tick text {
	font-size: 24px;
	}
	</style>
	<script src="https://unpkg.com/d3@6.7.0/dist/d3.min.js"></script>
	</head>
	<body>
	<script>
	const {
	csv,
	min,
	max,
	select,
	scaleLinear,
	extent,
	axisLeft,
	axisBottom,
	} = d3;

	const csvUrl = [
	'https://gist.githubusercontent.com/',
	'RyanYun0017/', // User

	'cc46aeeef6bf15531920616f5ee3b149/', // Id of the Gist
	'raw/195683e9b475fa7df08401d6b3969277779c99fa/', // commit
	'HeartDisease.csv', // File name
	].join('');
	const parseRow = (d) => {
	d.age = +d.age;
	d.sex = +d.sex; //0: Female,1: Male
	d.cp = +d.cp; //Chest Pain Type: //0: Typical Angina
	//1: Atypical Angina
	//2: Non-Anginal Pain
	//3: Asymptomatic

	d.trestbps = +d.trestbps; //Resting Blood Pressure: Person's resting blood pressure.

	d.chol = +d.chol; //Cholesterol: Serum Cholesterol in mg/dl

	d.fbs = +d.fbs; //Fasting Blood Sugar:
	//0:Less Than 120mg/ml
	//1: Greater Than 120mg/ml

	d.restecg = +d.restecg; //Resting Electrocardiographic Measurement:
	//0: Normal
	//1: ST-T Wave Abnormality
	//2: Left Ventricular Hypertrophy

	d.thalach = +d.thalach; //Max Heart Rate Achieved: Maximum Heart Rate Achieved

	d.exang = +d.exang; //Exercise Induced Angina:
	//1: Yes
	//0: No

	d.slope = +d.slope; //Slope: Slope of the peak exercise ST segment:
	//0: Upsloping
	//1: Flat
	//2: Downsloping
	d.ca = +d.ca;
	d.oldpeak = +d.oldpeak;
	d.thal = +d.thal; //Thalassemia: A blood disorder called 'Thalassemia':
	//0: Normal
	//1: Fixed Defect
	//2: Reversable Defect
	return d;
	};
	const xValue = (d) => d.age;
	const yValue = (d) => d.thalach;
	const margin = {
	top: 20,
	right: 40,
	bottom: 60,
	left: 90,
	};
	const radius = 5;

	const width = window.innerWidth;
	const height = window.innerHeight;
	const svg = select('body')
	.append('svg')
	.attr('width', width)
	.attr('height', height);

	const main = async () => {
	const data = await csv(csvUrl, parseRow);

	const x = scaleLinear()
	.domain([
	min(data, xValue) - 2,
	max(data, xValue),
	])
	.range([margin.left, width - margin.right]);

	const y = scaleLinear()
	.domain([
	min(data, yValue) - 0.5,
	max(data, yValue),
	])
	.range([height - margin.bottom, margin.top]);

	const marks = data.map((d) => ({
	x: x(xValue(d)),
	y: y(yValue(d)),
	color: d.sex == 0 ? 'red' : 'blue',
	}));

	svg
	.selectAll('circle')
	.data(marks)
	.join('circle')
	.attr('cx', (d) => d.x)
	.attr('cy', (d) => d.y)
	.attr('r', radius)
	.attr('fill', (d) => d.color)
	.attr('fill-opacity', 0.5);

	svg
	.append('g')
	.attr('transform', `translate(${margin.left},0)`)
	.call(axisLeft(y));

	svg
	.append('g')
	.attr(
	'transform',
	`translate(0,${height - margin.bottom})`
	)
	.call(axisBottom(x));
	svg
	.append('text')
	.attr('text-anchor', 'end')
	.attr('x', width / 2 + 85)
	.attr('y', height - margin.top + 5)
	.attr('font-size', '18px')
	.text('Age of Patients');

	svg
	.append('text')
	.attr('text-anchor', 'middle')
	.attr('transform', 'rotate(-90)')
	.attr('y', margin.left / 2.5)
	.attr('x', -(height / 2 - 15))
	.attr('font-size', '16px')
	.text('The Maximum Heart rate Achived');
	};
	main();
	</script>
	</body>
	</html>