{"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":"code","source":"import numpy as np\nimport pandas as pd\nimport seaborn as sns\nimport matplotlib.pyplot as plt\nimport sklearn as sk","metadata":{"id":"HjmDhqEZtoQb"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df=pd.read_csv('/content/train.csv')","metadata":{"id":"hEENVJUkujzN"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df","metadata":{"id":"gCqQ4LM_0I5C","outputId":"390da9e2-7151-4a3b-ac3c-a4666f19ded1"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df.info()","metadata":{"id":"Sj0aSnRn0JlT","outputId":"b77ce059-c2e0-4843-c9ad-71fda6da43b0"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df.describe()","metadata":{"id":"bELvk1Vx7yUl","outputId":"fe9d14b5-9a65-40ac-d681-d5db96b813ad"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"df.isna().sum()","metadata":{"id":"UWHmZoHQ9176","outputId":"acea4aee-e846-4c0c-fe13-b024779df37c"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"sns.heatmap(df.corr(),annot=True)","metadata":{"id":"SNoi2EAF-w_5","outputId":"67a635a0-b1f2-41ad-b469-18ac49dfb078"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(20, 10))\nsns.countplot(df['sequence'])","metadata":{"id":"0RLukqIk70H1","outputId":"7ec67267-9bb8-49df-bc42-0856e5eba4c9"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(8,5))\nsns.scatterplot(df['video_frame'],df['sequence_frame'])","metadata":{"id":"UCaKSE798NCZ","outputId":"aef57884-9e17-4b0c-9c54-436ce50c6214"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(20,10))\nsns.barplot(df['sequence'],df['sequence_frame'])","metadata":{"id":"TR9nyHbd9mNX","outputId":"6f7d6bb1-cc6e-4d72-c651-3864a55ee8af"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(20,10))\nsns.violinplot(df['sequence'],df['sequence_frame'])","metadata":{"id":"_QMoRbxn-Je7","outputId":"a187020e-9a5e-42c4-c0a6-b2f1c95ae901"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"plt.figure(figsize=(15,10))\nsns.boxplot(df['sequence'],df['video_frame'])","metadata":{"id":"_6aWhPru-eBY","outputId":"2c66e84e-8ed2-4399-e35a-3035cb21c8c2"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":"","metadata":{"id":"xRXDlHSPIOWg"},"execution_count":null,"outputs":[]}]}