├── .ipynb_checkpoints ├── Concatenate all Metro Area Dataframes together-checkpoint.ipynb ├── Create_master_dataframe-checkpoint.ipynb ├── Data_collection-checkpoint.ipynb ├── Decision_Trees (incomplete!)-checkpoint.ipynb ├── Examine Variable Distributions & Skews-checkpoint.ipynb ├── Linear Regression for Stubhub Markup LOGS-checkpoint.ipynb ├── Linear Regression for Stubhub Markup-checkpoint.ipynb ├── Process TicketData-checkpoint.ipynb ├── Random Forest and Boosting - Building Ticket Markup Classification Model-checkpoint.ipynb ├── Random Forest and Boosting - Building Ticket Markup Prediction Model-LOGS-checkpoint.ipynb ├── Random Forest and Boosting - Building Ticket Markup Prediction Model-checkpoint.ipynb ├── Random Forest and Boosting - Cross Validation-checkpoint.ipynb ├── Stubhub Project-checkpoint.ipynb ├── Ticket Markup Classification Model-checkpoint.ipynb └── Ticket Markup Prediction Model-checkpoint.ipynb ├── Analyzing Concert Data to Predict Ticket Price Markups.pdf ├── Create_master_dataframe.ipynb ├── Data ├── MasterTicketData.csv ├── Metro_area_data │ ├── TicketData_ATL.csv │ ├── TicketData_AUS.csv │ ├── TicketData_BOS.csv │ ├── TicketData_CHI.csv │ ├── TicketData_DAL.csv │ ├── TicketData_DEN.csv │ ├── TicketData_HOU.csv │ ├── TicketData_LAX.csv │ ├── TicketData_MIA.csv │ ├── TicketData_NAS.csv │ ├── TicketData_NYC.csv │ ├── TicketData_OAK.csv │ ├── TicketData_PHI.csv │ ├── TicketData_POR.csv │ ├── TicketData_SEA.csv │ └── TicketData_SFO.csv ├── Mid_Pipeline_Data │ ├── PreEchonest_TicketData_ATL.csv │ ├── PreEchonest_TicketData_AUS.csv │ ├── PreEchonest_TicketData_BOS.csv │ ├── PreEchonest_TicketData_CHI.csv │ ├── PreEchonest_TicketData_DAL.csv │ ├── PreEchonest_TicketData_DEN.csv │ ├── PreEchonest_TicketData_HOU.csv │ ├── PreEchonest_TicketData_LAX.csv │ ├── PreEchonest_TicketData_MIA.csv │ ├── PreEchonest_TicketData_NAS.csv │ ├── PreEchonest_TicketData_NYC.csv │ ├── PreEchonest_TicketData_OAK.csv │ ├── PreEchonest_TicketData_PHI.csv │ ├── PreEchonest_TicketData_POR.csv │ ├── PreEchonest_TicketData_SEA.csv │ ├── PreEchonest_TicketData_SFO.csv │ ├── SongKickURLList_ATL.txt │ ├── SongKickURLList_BOS.txt │ ├── SongKickURLList_CHI.txt │ ├── SongKickURLList_DAL.txt │ ├── SongKickURLList_DEN.txt │ ├── SongKickURLList_HOU.txt │ ├── SongKickURLList_LAX.txt │ ├── SongKickURLList_MIA.txt │ ├── SongKickURLList_NAS.txt │ ├── SongKickURLList_NYC.txt │ ├── SongKickURLList_OAK.txt │ ├── SongKickURLList_PHI.txt │ ├── SongKickURLList_POR.txt │ ├── SongKickURLList_SEA.txt │ └── SongKickURLList_SFO.txt ├── ProcessedTicketData.csv └── ProcessedTicketDataLogs.csv ├── Examine Variable Distributions & Skews.ipynb ├── Images for PDF Deck ├── Adele Stubhub Outlier larger.png ├── Adele Stubhub Outlier.png ├── Avett Bros data.png ├── Avett Bros not sold out SongKick.png ├── Avett Bros not sold out.png ├── Avett Bros sold out.png ├── Best variables for Lasso with Logs.png ├── Concert Metro Breakdown.png ├── Create Markup Buckets.png ├── Linear Regression LOGs P Values.png ├── Random Forest Regressor Raw Feature Importances.png ├── Sample_features.png ├── SongKick Missing Data.png ├── SongKick_ticket_screen.png └── StubHub Bad Concert Name.png ├── Initial_Data_collection.ipynb ├── Linear Regression for Stubhub Markup.ipynb ├── Process TicketData.ipynb ├── README.md ├── Ticket Markup Classification Model.ipynb └── Ticket Markup Prediction Model.ipynb /.ipynb_checkpoints/Concatenate all Metro Area Dataframes together-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epsilon670/predicting_ticket_markups/HEAD/.ipynb_checkpoints/Concatenate all Metro Area Dataframes together-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/Create_master_dataframe-checkpoint.ipynb: -------------------------------------------------------------------------------- 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