Unnamed: 0 int64 0 5.11k | id int64 67 72.9k | gender stringclasses 3
values | age float64 0.08 82 | hypertension int64 0 1 | heart_disease int64 0 1 | ever_married stringclasses 2
values | work_type stringclasses 5
values | Residence_type stringclasses 2
values | avg_glucose_level float64 55.1 272 | bmi float64 10.3 97.6 ⌀ | smoking_status stringclasses 4
values | stroke int64 0 1 | description stringlengths 305 350 | embedding stringlengths 13.7k 13.9k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 9,046 | Male | 67 | 0 | 1 | Yes | Private | Urban | 228.69 | 36.6 | formerly smoked | 1 | Patient 9046 is a Male aged 67.0 years. They do not have hypertension and have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 228.7 and their BMI is 36.6 if available. Regarding smoking, they are formerly smoked. This patient had a stroke. | [0.07269287, 0.043273926, 0.0019950867, -0.065979004, 0.012512207, -0.011383057, -0.027923584, -0.020004272, 0.011253357, 0.0027179718, -0.0047836304, -0.025787354, -0.00032877922, -0.044189453, 0.038726807, -0.013023376, 0.035064697, -0.008010864, 0.0390625, -0.0016222, 0.010734558, 0.025772095, -0.012428284, -0.00284... |
1 | 51,676 | Female | 61 | 0 | 0 | Yes | Self-employed | Rural | 202.21 | null | never smoked | 1 | Patient 51676 is a Female aged 61.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is self-employed. They live in a rural area. Their average glucose level is 202.2 and their BMI is nan if available. Regarding smoking, they are never smoked. This patient h... | [0.030838013, 0.05886841, -0.044403076, -0.054229736, 0.022369385, -0.023864746, -0.027420044, -0.000114023685, -0.030151367, 0.011749268, 0.027450562, -0.045837402, -0.03378296, -0.062072754, 0.026672363, -0.037200928, 0.027496338, 0.023483276, 0.07476807, 0.012084961, 0.025024414, 0.060913086, -0.04248047, -0.0640258... |
2 | 31,112 | Male | 80 | 0 | 1 | Yes | Private | Rural | 105.92 | 32.5 | never smoked | 1 | Patient 31112 is a Male aged 80.0 years. They do not have hypertension and have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 105.9 and their BMI is 32.5 if available. Regarding smoking, they are never smoked. This patient had a stroke. | [0.051330566, 0.0791626, 0.0014209747, -0.07885742, 0.03387451, 0.008308411, -0.031188965, -0.02229309, -0.054382324, 0.058685303, 0.008087158, -0.0051498413, 0.013168335, -0.025497437, 0.013580322, -0.006839752, 0.021087646, -0.010246277, 0.037994385, -0.013343811, 0.028533936, 0.028396606, -0.038024902, -0.029754639,... |
3 | 60,182 | Female | 49 | 0 | 0 | Yes | Private | Urban | 171.23 | 34.4 | smokes | 1 | Patient 60182 is a Female aged 49.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 171.2 and their BMI is 34.4 if available. Regarding smoking, they are smokes. This patient had a stroke... | [0.030258179, 0.038024902, -0.020584106, -0.06738281, -0.006454468, -0.0022087097, -0.04840088, 0.021560669, -0.029708862, 0.031280518, -0.008934021, 0.021194458, -0.008049011, -0.03050232, 0.03933716, -0.01914978, 0.026229858, 0.03302002, 0.06781006, 0.01687622, 0.011917114, 0.06555176, -0.044036865, -0.03274536, 0.00... |
4 | 1,665 | Female | 79 | 1 | 0 | Yes | Self-employed | Rural | 174.12 | 24 | never smoked | 1 | Patient 1665 is a Female aged 79.0 years. They have hypertension and do not have heart disease. They have been married and their work type is self-employed. They live in a rural area. Their average glucose level is 174.1 and their BMI is 24.0 if available. Regarding smoking, they are never smoked. This patient had a st... | [0.04232788, 0.05053711, -0.0052261353, -0.06573486, 0.016723633, 0.004863739, -0.010177612, 0.020080566, -0.054779053, 0.036010742, 0.024612427, -0.021987915, -0.007888794, -0.053894043, 0.04107666, -0.016998291, 0.045074463, 0.0050354004, 0.056396484, 0.016448975, 0.016464233, 0.058746338, -0.038879395, -0.03881836, ... |
5 | 56,669 | Male | 81 | 0 | 0 | Yes | Private | Urban | 186.21 | 29 | formerly smoked | 1 | Patient 56669 is a Male aged 81.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 186.2 and their BMI is 29.0 if available. Regarding smoking, they are formerly smoked. This patient had a... | [0.07537842, 0.043548584, -0.008666992, -0.06365967, 0.012298584, -0.028717041, -0.011138916, -0.0016965866, -0.046691895, 0.029800415, 0.0046043396, -0.011924744, 0.00415802, -0.054504395, 0.061035156, -0.014251709, 0.026504517, 0.008628845, 0.042297363, 0.001791954, 0.02180481, 0.03656006, -0.027313232, -0.011444092,... |
6 | 53,882 | Male | 74 | 1 | 1 | Yes | Private | Rural | 70.09 | 27.4 | never smoked | 1 | Patient 53882 is a Male aged 74.0 years. They have hypertension and have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 70.1 and their BMI is 27.4 if available. Regarding smoking, they are never smoked. This patient had a stroke. | [0.091674805, 0.0713501, 0.0025463104, -0.08166504, 0.04559326, -0.01197052, -0.0065460205, -0.019500732, -0.049438477, 0.03265381, 0.0065345764, -0.00018894672, 0.02017212, -0.04296875, 0.07067871, -0.0035953522, 0.017868042, 0.036132812, 0.047790527, -0.016845703, 0.020462036, 0.020599365, -0.051971436, -0.0031986237... |
7 | 10,434 | Female | 69 | 0 | 0 | No | Private | Urban | 94.39 | 22.8 | never smoked | 1 | Patient 10434 is a Female aged 69.0 years. They do not have hypertension and do not have heart disease. They have never been married and their work type is private. They live in a urban area. Their average glucose level is 94.4 and their BMI is 22.8 if available. Regarding smoking, they are never smoked. This patient h... | [0.039001465, 0.041168213, -0.03994751, -0.074401855, 0.010444641, -0.017959595, -0.050598145, 0.007545471, -0.033721924, 0.035125732, -0.025894165, -0.0025043488, -0.0049819946, -0.025909424, 0.03543091, -0.02381897, 0.039276123, -0.018478394, 0.04714966, -0.009117126, 0.02015686, 0.023651123, 0.0069084167, -0.0511474... |
8 | 27,419 | Female | 59 | 0 | 0 | Yes | Private | Rural | 76.15 | null | Unknown | 1 | Patient 27419 is a Female aged 59.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 76.2 and their BMI is nan if available. Regarding smoking, they are unknown. This patient had a stroke. | [0.047027588, 0.04458618, -0.008628845, -0.066345215, 0.005592346, 0.0024318695, -0.031280518, -0.001364708, -0.028808594, -0.0013475418, -0.033203125, -0.01663208, -0.0023288727, -0.041229248, 0.06591797, -0.04550171, 0.020111084, 0.0014467239, 0.037475586, -0.009857178, 0.009155273, 0.010055542, 0.004814148, -0.08203... |
9 | 60,491 | Female | 78 | 0 | 0 | Yes | Private | Urban | 58.57 | 24.2 | Unknown | 1 | Patient 60491 is a Female aged 78.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 58.6 and their BMI is 24.2 if available. Regarding smoking, they are unknown. This patient had a stroke... | [0.04647827, 0.042816162, -0.027023315, -0.060424805, 0.00026583672, -0.020355225, -0.03237915, 0.020980835, -0.018798828, 0.01184845, -0.042266846, 0.000995636, -0.018554688, -0.035369873, 0.047607422, -0.025314331, 0.031555176, 0.019973755, 0.06488037, 0.023269653, 0.014083862, 0.070129395, -0.046936035, -0.024673462... |
10 | 12,109 | Female | 81 | 1 | 0 | Yes | Private | Rural | 80.43 | 29.7 | never smoked | 1 | Patient 12109 is a Female aged 81.0 years. They have hypertension and do not have heart disease. They have been married and their work type is private. They live in a rural area. Their average glucose level is 80.4 and their BMI is 29.7 if available. Regarding smoking, they are never smoked. This patient had a stroke. | [0.04623413, 0.047943115, -0.010765076, -0.060943604, 0.014404297, -0.010894775, -0.02243042, 0.0018405914, -0.06414795, 0.050354004, -0.011367798, 0.011489868, 0.01360321, -0.025344849, 0.040771484, -0.014175415, 0.04034424, -0.0033359528, 0.055603027, 0.006515503, 0.00022363663, 0.048431396, -0.019943237, -0.07647705... |
11 | 12,095 | Female | 61 | 0 | 1 | Yes | Govt_job | Rural | 120.46 | 36.8 | smokes | 1 | Patient 12095 is a Female aged 61.0 years. They do not have hypertension and have heart disease. They have been married and their work type is govt_job. They live in a rural area. Their average glucose level is 120.5 and their BMI is 36.8 if available. Regarding smoking, they are smokes. This patient had a stroke. | [0.03945923, 0.051483154, -0.02947998, -0.061553955, 0.01612854, -0.014526367, -0.02986145, 0.005821228, -0.027694702, 0.021865845, 0.0015678406, -0.012756348, -0.011619568, -0.041259766, 0.021911621, -0.025421143, 0.033691406, 0.023147583, 0.08123779, 0.0074310303, 0.0056114197, 0.05795288, -0.024246216, -0.06878662, ... |
12 | 12,175 | Female | 54 | 0 | 0 | Yes | Private | Urban | 104.51 | 27.3 | smokes | 1 | Patient 12175 is a Female aged 54.0 years. They do not have hypertension and do not have heart disease. They have been married and their work type is private. They live in a urban area. Their average glucose level is 104.5 and their BMI is 27.3 if available. Regarding smoking, they are smokes. This patient had a stroke... | [0.02848816, 0.043518066, -0.029632568, -0.08154297, 0.0068588257, -0.007698059, -0.045928955, 0.020233154, -0.055877686, 0.043670654, -0.006587982, 0.014976501, -0.019729614, -0.023208618, 0.025772095, -0.024368286, 0.03894043, -0.0046806335, 0.055023193, 0.0059814453, 0.008605957, 0.05255127, -0.02217102, -0.06597900... |
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