{"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":"## Efficiency LB sanity check for \"Predict Student Performance from Game Play\" competition\n\nAfter the end of the competition some late submissions keep adding to the [Efficiency Leaderboard](https://www.kaggle.com/code/philculliton/student-performance-efficiency-leaderboard/notebook).\n\nThis notebook tracks these late submissions.\n\n**UPD:** As of July 11, the issue appears to be fixed.","metadata":{"papermill":{"duration":0.002492,"end_time":"2023-01-30T17:58:27.510183","exception":false,"start_time":"2023-01-30T17:58:27.507691","status":"completed"},"tags":[]}},{"cell_type":"code","source":"import pandas as pd\nimport datetime\n\nlb_path = '/kaggle/input/student-performance-efficiency-leaderboard/full_leaderboard.csv'\npsp_deadline = datetime.datetime(2023, 6, 28, 23, 59)\n\nlb = pd.read_csv(lb_path)\nlb_date = pd.to_datetime(lb[\"DateSubmitted\"])\nlb_date[lb_date > psp_deadline]","metadata":{"_kg_hide-input":false,"papermill":{"duration":0.083673,"end_time":"2023-01-30T17:58:27.595639","exception":false,"start_time":"2023-01-30T17:58:27.511966","status":"completed"},"tags":[],"execution":{"iopub.status.busy":"2023-07-12T02:51:39.026424Z","iopub.execute_input":"2023-07-12T02:51:39.026829Z","iopub.status.idle":"2023-07-12T02:51:39.347018Z","shell.execute_reply.started":"2023-07-12T02:51:39.026795Z","shell.execute_reply":"2023-07-12T02:51:39.345597Z"},"trusted":true},"execution_count":null,"outputs":[]}]}