Dataming testing Essay Example | Topics and Well Written Essays - 4000 words

Dataming testing - Essay ExampleAdditionally, the preponderance of individuals with type 1 diabetes greatly outweighs those with type 2. Fig. 7.1 Gender Figure 7.2 is the histogram that examines patients with both hypertension and diabetes. Of the follow sample population the chart indicates that 176 patients had hypertension and a form of diabetes. Conversely, there were 185 patients who had diabetes with no sign of hypertension. Ultimately, close to half of the patients sampled had both diabetes and hypertension. Fig. 7.2 perseverings with Hypertension Figure 7.3 is the self-restraint Blood Sugar test (FBS). The volume of the patients tested fell amidst the 100-280 mg/dl range. Still, a number of patients had fell above the 300 mg/dl range, so this is not uncommon. Fig. 7.3 Fasting Blood Sugar Test for the Patient Figure 7.4 depicts the results for the Blood Sugar tests (HbA1c) that were administered. Of the approximately 140 patients that were administered this test, the aver age HbA1c stigmatise for individuals having diabetes was 5-9%. Additionally, the chart indicates that for patients with type 1 diabetes there was a significantly higher propensity of HbA1c, with an average rate of 10-13%. Fig. 7.4 Average Blood Sugar Test for the Patient The chart depicted in Figure 7.5 demonstrates the tests with patients taking metformin. As demonstrated, the test consists of 188 patients who took this medicine and 167 patients who did not take it. The results demonstrate that of the patients that took metformin most are diabetic type 2 patients. Only a small number of diabetic type 1 patients take metformin. Fig. 7.5 Patients Taking Metformin Medication Figure 7.6 considers the patients with diabetes in relation to their age. A notable division occurs here. Namely, patients between 30-70 years old have the highest rate of type 2 diabetes. This shifts with individuals age 5-18, as type 1 diabetes dominates this age bracket. Fig. 7.6 Age of the Patients Figure 7.7 is a diagram depiction of patients with hyperlipidemia. The results indicate that 183 patients have hyperlipidemia, the majority of them also having type 2 diabetes. For type 1 diabetes patients, the majority do not have hyperlipidemia. Fig. 7.7 Patients With Hyperlipidemia Figure 7.8 examines the relation between the patients with diabetes and their weight. The chart seems to demonstrate a correlation between the two inputs, as patients between the 70-112 kg range experience the highest levels of type 2 diabetes. Fig. 7.8 Weight of the Patients in Kg Figure 7.9 considers patients with diabetes who also are taking insulin music. Of the 100 patients taking insulin medication the majority of individuals with type 1 diabetes take it. Conversely, most individuals with type 2 diabetes do not take it. Fig. 7.9 Patients Taking Insulin Medication Figure 7.10 considers patients with an abnormal touchwood condition because of vascular problems unrelated to diabetes. The diagram demonstrate s that most of the patients with diabetes have a normal heart condition, but there is a small number of patients paltry from heart disease. Fig. 7.10 Patient Heart Condition Figure 7.11 examines the patients who took glidazide as medication. 92 patients out of the 257 took glidazide. All of these patients had type 2 diabetes. Fig. 7.11 Patients Taking Glidazide After the above histograms were establish and analyzed, a comparative analysis implementing