About this Dataset

Moscow Ring Roads

Context

This data set was created for use in the Sberbank Kaggle competition.

Content

The data consists of three GIS shapefiles one for each of the 3 major Moscow ring roads; the MKAD, TTK (or third ring) and Sadovoe (or garden ring).

Acknowledgements

The road shapefiles have been extracted from OpenStreetMap data, processed in QGiS to extract only the roads of interest.

OpenStreetMap License: https://www.OpenStreetMap.org/copyright

Inspiration

With these files and the distances given in the Sberbank dataset it should be possible to better understand the location of properties. With a better understanding of location it may be possible to improve the quality of the overall dataset which contains material amounts of missing or poorly coded data.

Tables

Train Lat Lon

@kaggle.nigelcarpenter_sberbankmoscowroads.train_lat_lon

855.88 KB
30471 rows
5 columns


CREATE TABLE train_lat_lon (
  "key" VARCHAR,
  "id" BIGINT,
  "lat" DOUBLE,
  "lon" DOUBLE,
  "tolerance_m" BIGINT
);

Test Lat Lon

@kaggle.nigelcarpenter_sberbankmoscowroads.test_lat_lon

276.35 KB
7662 rows
5 columns


CREATE TABLE test_lat_lon (
  "key" VARCHAR,
  "id" BIGINT,
  "lat" DOUBLE,
  "lon" DOUBLE,
  "tolerance_m" BIGINT
);