\n ππ Player Contact Detection β½\n
\n \n \n\n ππAbout The Dataset π§Ύπ\n
\n ","metadata":{}},{"cell_type":"markdown","source":"\n ππImporting Libraries🔧\n
\n \n","metadata":{"execution":{"iopub.status.busy":"2022-12-07T03:45:19.991917Z","iopub.execute_input":"2022-12-07T03:45:19.992399Z","iopub.status.idle":"2022-12-07T03:45:20.006830Z","shell.execute_reply.started":"2022-12-07T03:45:19.992297Z","shell.execute_reply":"2022-12-07T03:45:20.004748Z"}}},{"cell_type":"code","source":"import numpy as np\nimport pandas as pd","metadata":{"execution":{"iopub.status.busy":"2022-12-07T03:45:45.038219Z","iopub.execute_input":"2022-12-07T03:45:45.038598Z","iopub.status.idle":"2022-12-07T03:45:45.061902Z","shell.execute_reply.started":"2022-12-07T03:45:45.038567Z","shell.execute_reply":"2022-12-07T03:45:45.060949Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"\n 📥 Loading the dataset💠\n
\n \n \n\n 📥 Real Time Segmentation💠\n
\n ","metadata":{}},{"cell_type":"code","source":"from IPython.display import YouTubeVideo\nYouTubeVideo('GsHsULniDWs', width=830, height=467)","metadata":{"execution":{"iopub.status.busy":"2022-12-07T04:31:25.856652Z","iopub.execute_input":"2022-12-07T04:31:25.858931Z","iopub.status.idle":"2022-12-07T04:31:26.029899Z","shell.execute_reply.started":"2022-12-07T04:31:25.858879Z","shell.execute_reply":"2022-12-07T04:31:26.028316Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"!pip install dataprep","metadata":{"execution":{"iopub.status.busy":"2022-12-07T04:01:51.295659Z","iopub.execute_input":"2022-12-07T04:01:51.296103Z","iopub.status.idle":"2022-12-07T04:02:41.641676Z","shell.execute_reply.started":"2022-12-07T04:01:51.296068Z","shell.execute_reply":"2022-12-07T04:02:41.639988Z"},"collapsed":true,"jupyter":{"outputs_hidden":true},"_kg_hide-output":true,"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"from dataprep.eda import plot, plot_correlation, plot_missing,create_db_report,create_report","metadata":{"execution":{"iopub.status.busy":"2022-12-07T04:02:41.645224Z","iopub.execute_input":"2022-12-07T04:02:41.645813Z","iopub.status.idle":"2022-12-07T04:02:44.257844Z","shell.execute_reply.started":"2022-12-07T04:02:41.645758Z","shell.execute_reply":"2022-12-07T04:02:44.256656Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"\n 📝 Creating Instance of DataFrame 📣\n
\n \n \n\n 🎨 Plots for Visualization 🌈\n
\n ","metadata":{}},{"cell_type":"code","source":"report_labels = create_report(dftr_labels)\n","metadata":{"execution":{"iopub.status.busy":"2022-12-07T04:07:36.178638Z","iopub.execute_input":"2022-12-07T04:07:36.180204Z","iopub.status.idle":"2022-12-07T04:10:08.411942Z","shell.execute_reply.started":"2022-12-07T04:07:36.180156Z","shell.execute_reply":"2022-12-07T04:10:08.410660Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"report_labels","metadata":{"execution":{"iopub.status.busy":"2022-12-07T04:10:08.413787Z","iopub.execute_input":"2022-12-07T04:10:08.414121Z","iopub.status.idle":"2022-12-07T04:10:08.595288Z","shell.execute_reply.started":"2022-12-07T04:10:08.414090Z","shell.execute_reply":"2022-12-07T04:10:08.592768Z"},"trusted":true},"execution_count":null,"outputs":[]},{"cell_type":"markdown","source":"\n ππ Plots Created above is to get into more details of each features π€Ίπ€Ί\n In the single plot we get overview of all plots \n Correlation plot, Box plot, Histogram,KDE, QQ Plot and much moreππ\n \n
","metadata":{}},{"cell_type":"markdown","source":"\n\n π₯ ππ½Feel Free to Modify the Work ππ½ππ½\n
\n","metadata":{}},{"cell_type":"markdown","source":"","metadata":{}}]}