{"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":"## Import Packages","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19"}},{"cell_type":"code","source":"#Import Packages\n\nimport numpy as np\nimport pandas as pd\nimport os\nimport matplotlib.pyplot as plt","metadata":{"execution":{"iopub.status.busy":"2022-09-20T06:51:03.547159Z","iopub.execute_input":"2022-09-20T06:51:03.547935Z","iopub.status.idle":"2022-09-20T06:51:03.577791Z","shell.execute_reply.started":"2022-09-20T06:51:03.547841Z","shell.execute_reply":"2022-09-20T06:51:03.576604Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## Read Data","metadata":{}},{"cell_type":"code","source":"\n#read file\nfname = '/kaggle/input/big-data-derby-2022/nyra_2019_complete.csv'\nnyra_2019_complete_df = pd.read_csv(fname)\nnyra_2019_complete_df.shape","metadata":{"execution":{"iopub.status.busy":"2022-09-20T06:58:49.007557Z","iopub.execute_input":"2022-09-20T06:58:49.009012Z","iopub.status.idle":"2022-09-20T06:59:00.116032Z","shell.execute_reply.started":"2022-09-20T06:58:49.008929Z","shell.execute_reply":"2022-09-20T06:59:00.113916Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"So, there are 5228429 rows or observations and 18 columns or features.","metadata":{}},{"cell_type":"code","source":"nyra_2019_complete_df.info()","metadata":{"execution":{"iopub.status.busy":"2022-09-20T07:02:30.950707Z","iopub.execute_input":"2022-09-20T07:02:30.951309Z","iopub.status.idle":"2022-09-20T07:02:30.968259Z","shell.execute_reply.started":"2022-09-20T07:02:30.951263Z","shell.execute_reply":"2022-09-20T07:02:30.966511Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"## First Glimpse of Data","metadata":{}},{"cell_type":"code","source":"#pandas.DataFrame.head(n=5) - Return the first `n` rows.\nnyra_2019_complete_df.head()","metadata":{"execution":{"iopub.status.busy":"2022-09-20T07:05:20.692354Z","iopub.execute_input":"2022-09-20T07:05:20.693754Z","iopub.status.idle":"2022-09-20T07:05:20.715909Z","shell.execute_reply.started":"2022-09-20T07:05:20.693710Z","shell.execute_reply":"2022-09-20T07:05:20.714243Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"\n\n#tail return last 'n' rows\nnyra_2019_complete_df.tail()","metadata":{"execution":{"iopub.status.busy":"2022-09-20T07:04:46.976751Z","iopub.execute_input":"2022-09-20T07:04:46.977403Z","iopub.status.idle":"2022-09-20T07:04:47.002277Z","shell.execute_reply.started":"2022-09-20T07:04:46.977358Z","shell.execute_reply":"2022-09-20T07:04:47.000680Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"","metadata":{}},{"cell_type":"code","source":"","metadata":{},"execution_count":null,"outputs":[]}]}