{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"pygments_lexer":"ipython3","nbconvert_exporter":"python","version":"3.6.4","file_extension":".py","codemirror_mode":{"name":"ipython","version":3},"name":"python","mimetype":"text/x-python"}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"markdown","source":"# RSNA Challenge","metadata":{}},{"cell_type":"markdown","source":"## RSNA EDA","metadata":{}},{"cell_type":"markdown","source":"## Imports","metadata":{}},{"cell_type":"code","source":"import pandas as pd\nimport numpy as np\nimport matplotlib.pyplot as plt\nimport seaborn as sns","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:04:20.001932Z","iopub.execute_input":"2023-08-16T14:04:20.002355Z","iopub.status.idle":"2023-08-16T14:04:20.008026Z","shell.execute_reply.started":"2023-08-16T14:04:20.002323Z","shell.execute_reply":"2023-08-16T14:04:20.006802Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"%matplotlib inline","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:04:20.010636Z","iopub.execute_input":"2023-08-16T14:04:20.011019Z","iopub.status.idle":"2023-08-16T14:04:20.021735Z","shell.execute_reply.started":"2023-08-16T14:04:20.010986Z","shell.execute_reply":"2023-08-16T14:04:20.020579Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Exploratory Data Analysis","metadata":{}},{"cell_type":"markdown","source":"","metadata":{}},{"cell_type":"code","source":"df_train = pd.read_csv(\"/kaggle/input/rsna-2023-abdominal-trauma-detection/train.csv\")","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:04:20.023384Z","iopub.execute_input":"2023-08-16T14:04:20.024545Z","iopub.status.idle":"2023-08-16T14:04:20.044628Z","shell.execute_reply.started":"2023-08-16T14:04:20.024491Z","shell.execute_reply":"2023-08-16T14:04:20.043593Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train.head()","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:04:20.046264Z","iopub.execute_input":"2023-08-16T14:04:20.046829Z","iopub.status.idle":"2023-08-16T14:04:20.062134Z","shell.execute_reply.started":"2023-08-16T14:04:20.046797Z","shell.execute_reply":"2023-08-16T14:04:20.061111Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train.describe()","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:06:18.789748Z","iopub.execute_input":"2023-08-16T14:06:18.790152Z","iopub.status.idle":"2023-08-16T14:06:18.86294Z","shell.execute_reply.started":"2023-08-16T14:06:18.790123Z","shell.execute_reply":"2023-08-16T14:06:18.861887Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df_train.info()","metadata":{"execution":{"iopub.status.busy":"2023-08-16T14:06:43.713845Z","iopub.execute_input":"2023-08-16T14:06:43.71451Z","iopub.status.idle":"2023-08-16T14:06:43.743115Z","shell.execute_reply.started":"2023-08-16T14:06:43.71431Z","shell.execute_reply":"2023-08-16T14:06:43.741941Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}