{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.10.14","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceId":81933,"databundleVersionId":9643020,"sourceType":"competition"}],"dockerImageVersionId":30786,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"# This Python 3 environment comes with many helpful analytics libraries installed\n# It is defined by the kaggle/python Docker image: https://github.com/kaggle/docker-python\n# For example, here's several helpful packages to load\n\nimport numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\n\n# Input data files are available in the read-only \"../input/\" directory\n# For example, running this (by clicking run or pressing Shift+Enter) will list all files under the input directory\n\nimport os\nfor dirname, _, filenames in os.walk('/kaggle/input'):\n    for filename in filenames:\n        print(os.path.join(dirname, filename))\n\n# You can write up to 20GB to the current directory (/kaggle/working/) that gets preserved as output when you create a version using \"Save & Run All\" \n# You can also write temporary files to /kaggle/temp/, but they won't be saved outside of the current session","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:27:31.581155Z","iopub.execute_input":"2024-11-25T11:27:31.581617Z","iopub.status.idle":"2024-11-25T11:27:35.625858Z","shell.execute_reply.started":"2024-11-25T11:27:31.581575Z","shell.execute_reply":"2024-11-25T11:27:35.624592Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"/kaggle/input/child-mind-institute-problematic-internet-use/data_dictionary.csv\n/kaggle/input/child-mind-institute-problematic-internet-use/train.csv\n/kaggle/input/child-mind-institute-problematic-internet-use/test.csv","metadata":{"trusted":true},"outputs":[],"execution_count":null},{"cell_type":"code","source":"train= pd.read_csv(\"/kaggle/input/child-mind-institute-problematic-internet-use/train.csv\")\ntest=pd.read_csv(\"/kaggle/input/child-mind-institute-problematic-internet-use/test.csv\")","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:37:22.690779Z","iopub.execute_input":"2024-11-25T11:37:22.691346Z","iopub.status.idle":"2024-11-25T11:37:22.773169Z","shell.execute_reply.started":"2024-11-25T11:37:22.691307Z","shell.execute_reply":"2024-11-25T11:37:22.772055Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"train.head()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:37:29.445085Z","iopub.execute_input":"2024-11-25T11:37:29.445575Z","iopub.status.idle":"2024-11-25T11:37:29.492794Z","shell.execute_reply.started":"2024-11-25T11:37:29.445532Z","shell.execute_reply":"2024-11-25T11:37:29.491485Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"train.info()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:38:59.818083Z","iopub.execute_input":"2024-11-25T11:38:59.818713Z","iopub.status.idle":"2024-11-25T11:38:59.855787Z","shell.execute_reply.started":"2024-11-25T11:38:59.818655Z","shell.execute_reply":"2024-11-25T11:38:59.854236Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"test.head()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:37:59.322553Z","iopub.execute_input":"2024-11-25T11:37:59.32312Z","iopub.status.idle":"2024-11-25T11:37:59.351063Z","shell.execute_reply.started":"2024-11-25T11:37:59.32308Z","shell.execute_reply":"2024-11-25T11:37:59.349479Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"test.info()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T11:39:45.309918Z","iopub.execute_input":"2024-11-25T11:39:45.310406Z","iopub.status.idle":"2024-11-25T11:39:45.327554Z","shell.execute_reply.started":"2024-11-25T11:39:45.310368Z","shell.execute_reply":"2024-11-25T11:39:45.326066Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"dic=pd.read_csv(\"/kaggle/input/child-mind-institute-problematic-internet-use/data_dictionary.csv\")\ndic.tail(10)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T12:20:57.81202Z","iopub.execute_input":"2024-11-25T12:20:57.812494Z","iopub.status.idle":"2024-11-25T12:20:57.831598Z","shell.execute_reply.started":"2024-11-25T12:20:57.812448Z","shell.execute_reply":"2024-11-25T12:20:57.830189Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"train.isna().sum()\n3980-1224\n","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2024-11-25T12:23:06.882335Z","iopub.execute_input":"2024-11-25T12:23:06.883569Z","iopub.status.idle":"2024-11-25T12:23:06.900923Z","shell.execute_reply.started":"2024-11-25T12:23:06.883491Z","shell.execute_reply":"2024-11-25T12:23:06.899426Z"}},"outputs":[],"execution_count":null}]}