Baselight

Predict Future Sales Supplementary

Dataset provides some supplementary data for Predict Future Sales challenge.

@kaggle.kazimanil_predict_future_sales_supplementary

Loading...
Loading...

About this Dataset

Predict Future Sales Supplementary

Kaggle Challenge: Predict Future Sales.

This dataset aims to publish the files that I will use on the Kaggle challenge called Predict Future Sales

Data

  • I have downloaded test and train data from the competition webpage.
  • I have downloaded shop and item information data from the English translations of @deargle from this post. Then I have made some changes in the data described in this R file.
  • I have collected historical USD/RUB rates from Investing.com. I have used the most recent data for the days which does not include a rate info (i.e. Saturdays and Sundays which markets are closed).
  • I have prepared a calendar depicting public holidays and weekends. Public Holiday info for Russia is collected from this site.

Tables

Calendar

@kaggle.kazimanil_predict_future_sales_supplementary.calendar
  • 12.2 KB
  • 1095 rows
  • 3 columns
Loading...

CREATE TABLE calendar (
  "date" TIMESTAMP,
  "holiday" BIGINT,
  "weekend" BIGINT
);

Item Category

@kaggle.kazimanil_predict_future_sales_supplementary.item_category
  • 615.02 KB
  • 22170 rows
  • 4 columns
Loading...

CREATE TABLE item_category (
  "item_id" BIGINT,
  "item_name_translated" VARCHAR,
  "item_cat1" VARCHAR,
  "item_cat2" VARCHAR
);

Shops Translated

@kaggle.kazimanil_predict_future_sales_supplementary.shops_translated
  • 4.67 KB
  • 60 rows
  • 4 columns
Loading...

CREATE TABLE shops_translated (
  "shop_id" BIGINT,
  "city" VARCHAR,
  "type" VARCHAR,
  "name" VARCHAR
);

Usd Rub

@kaggle.kazimanil_predict_future_sales_supplementary.usd_rub
  • 16.85 KB
  • 1064 rows
  • 2 columns
Loading...

CREATE TABLE usd_rub (
  "date" TIMESTAMP,
  "cur_rate" DOUBLE
);

Share link

Anyone who has the link will be able to view this.