{"metadata":{"kernelspec":{"language":"python","display_name":"Python 3","name":"python3"},"language_info":{"name":"python","version":"3.12.12","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"},"kaggle":{"accelerator":"none","dataSources":[{"sourceType":"competition","sourceId":118765,"databundleVersionId":15231210}],"dockerImageVersionId":31286,"isInternetEnabled":true,"language":"python","sourceType":"notebook","isGpuEnabled":false}},"nbformat_minor":4,"nbformat":4,"cells":[{"cell_type":"code","source":"import pandas as pd\n\ndf = pd.read_csv(\n    \"/kaggle/input/competitions/stanford-rna-3d-folding-2/train_labels.csv\",\n    low_memory=False\n)","metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:48:20.646585Z","iopub.execute_input":"2026-03-12T17:48:20.646856Z","iopub.status.idle":"2026-03-12T17:48:29.230456Z","shell.execute_reply.started":"2026-03-12T17:48:20.646833Z","shell.execute_reply":"2026-03-12T17:48:29.229317Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.head(3)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:48:37.683111Z","iopub.execute_input":"2026-03-12T17:48:37.68431Z","iopub.status.idle":"2026-03-12T17:48:37.695059Z","shell.execute_reply.started":"2026-03-12T17:48:37.68422Z","shell.execute_reply":"2026-03-12T17:48:37.694162Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.tail(4)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:49:16.523347Z","iopub.execute_input":"2026-03-12T17:49:16.523646Z","iopub.status.idle":"2026-03-12T17:49:16.534187Z","shell.execute_reply.started":"2026-03-12T17:49:16.523622Z","shell.execute_reply":"2026-03-12T17:49:16.53284Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.columns","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:49:30.42807Z","iopub.execute_input":"2026-03-12T17:49:30.428412Z","iopub.status.idle":"2026-03-12T17:49:30.434018Z","shell.execute_reply.started":"2026-03-12T17:49:30.428386Z","shell.execute_reply":"2026-03-12T17:49:30.432705Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.describe()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:49:48.708101Z","iopub.execute_input":"2026-03-12T17:49:48.708887Z","iopub.status.idle":"2026-03-12T17:49:49.434392Z","shell.execute_reply.started":"2026-03-12T17:49:48.708863Z","shell.execute_reply":"2026-03-12T17:49:49.433672Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.info()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:50:02.61226Z","iopub.execute_input":"2026-03-12T17:50:02.612578Z","iopub.status.idle":"2026-03-12T17:50:02.621939Z","shell.execute_reply.started":"2026-03-12T17:50:02.612553Z","shell.execute_reply":"2026-03-12T17:50:02.620777Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"max(df)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:50:15.115214Z","iopub.execute_input":"2026-03-12T17:50:15.115614Z","iopub.status.idle":"2026-03-12T17:50:15.121761Z","shell.execute_reply.started":"2026-03-12T17:50:15.115591Z","shell.execute_reply":"2026-03-12T17:50:15.120566Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"min(df)","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:50:31.157644Z","iopub.execute_input":"2026-03-12T17:50:31.157933Z","iopub.status.idle":"2026-03-12T17:50:31.164309Z","shell.execute_reply.started":"2026-03-12T17:50:31.15791Z","shell.execute_reply":"2026-03-12T17:50:31.163158Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.isnull()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:50:44.020753Z","iopub.execute_input":"2026-03-12T17:50:44.021029Z","iopub.status.idle":"2026-03-12T17:50:44.835921Z","shell.execute_reply.started":"2026-03-12T17:50:44.021007Z","shell.execute_reply":"2026-03-12T17:50:44.835103Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.notnull()","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:51:10.537118Z","iopub.execute_input":"2026-03-12T17:51:10.537455Z","iopub.status.idle":"2026-03-12T17:51:11.391104Z","shell.execute_reply.started":"2026-03-12T17:51:10.537427Z","shell.execute_reply":"2026-03-12T17:51:11.390321Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"df.resid","metadata":{"trusted":true,"execution":{"iopub.status.busy":"2026-03-12T17:51:40.928785Z","iopub.execute_input":"2026-03-12T17:51:40.929021Z","iopub.status.idle":"2026-03-12T17:51:40.935808Z","shell.execute_reply.started":"2026-03-12T17:51:40.929004Z","shell.execute_reply":"2026-03-12T17:51:40.934595Z"}},"outputs":[],"execution_count":null},{"cell_type":"code","source":"","metadata":{"trusted":true},"outputs":[],"execution_count":null}]}