├── 1 Data Pre-processing for Scoring LSOAs.ipynb ├── 2 Scoring Analysis.ipynb ├── 3 Analysis on states of LSOAs.ipynb ├── 4 Data Preparation for Clustering.ipynb ├── 5a Clustering Ascending LSOAs.ipynb ├── 5b Clustering Gentrifying LSOAs.ipynb ├── 6 Data Prep for Modelling.ipynb ├── 7a Model & Predict Ascending LSOAs.ipynb ├── 7b Model & Predict Gentrifying LSOAs.ipynb ├── README.md └── data ├── LSOA_labels_forMapping.csv ├── ascending_LSOA_basic.csv ├── cluster_2_data.csv ├── df_modelling_std_01_labels.csv ├── df_modelling_std_11.csv ├── df_neighbours_pca_01_modelling.csv ├── df_neighbours_pca_01_modelling2.csv ├── df_neighbours_pca_11_modelling.csv ├── df_neighbours_pca_11_modelling2.csv ├── df_score.csv ├── main_01_cleaned_ml.csv ├── main_11_cleaned_ml.csv ├── main_df_2001_all.csv ├── main_df_2011_all.csv ├── original_df.csv ├── predictions_modelling1.csv ├── proximity_innerBoroughs_Richmond.csv ├── proximity_innerBoroughs_modelling2.csv ├── score_analysis_new.csv ├── udd_joined_normalised.csv └── variable_codes.csv /1 Data Pre-processing for Scoring LSOAs.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jytg17/Unpacking-the-Nuances-of-Londons-Neighbourhood-Change-Gentrification-Trajectories-codes/HEAD/1 Data Pre-processing for Scoring LSOAs.ipynb -------------------------------------------------------------------------------- /2 Scoring Analysis.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/jytg17/Unpacking-the-Nuances-of-Londons-Neighbourhood-Change-Gentrification-Trajectories-codes/HEAD/2 Scoring Analysis.ipynb -------------------------------------------------------------------------------- /3 Analysis on states of LSOAs.ipynb: -------------------------------------------------------------------------------- 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