Air Pollution Forecasting - LSTM Multivariate

Lstm multivariate sample dataset for architecture design and orchestration

@kaggle.rupakroy_lstm_datasets_multivariate_univariate

Table List

2 tables(628.68 KB)

Lstm Multivariate Pollution

@kaggle.rupakroy_lstm_datasets_multivariate_univariate.lstm_multivariate_pollution

619.56 KB
43800 rows
9 columns

date Date	pollution Pollution	dew Dew	temp Temp	press Press	wnd_dir Wnd Dir	wnd_spd Wnd Spd	snow Snow
Sat Jan 02 2010 00:00:00 GMT+0000 (Coordinated Universal Time)	129	-16	-4	1020	SE	1.79
Sat Jan 02 2010 01:00:00 GMT+0000 (Coordinated Universal Time)	148	-15	-4	1020	SE	2.68
Sat Jan 02 2010 02:00:00 GMT+0000 (Coordinated Universal Time)	159	-11	-5	1021	SE	3.57
Sat Jan 02 2010 03:00:00 GMT+0000 (Coordinated Universal Time)	181	-7	-5	1022	SE	5.36	1
Sat Jan 02 2010 04:00:00 GMT+0000 (Coordinated Universal Time)	138	-7	-5	1022	SE	6.25	2
Sat Jan 02 2010 05:00:00 GMT+0000 (Coordinated Universal Time)	109	-7	-6	1022	SE	7.14	3
Sat Jan 02 2010 06:00:00 GMT+0000 (Coordinated Universal Time)	105	-7	-6	1023	SE	8.93	4
Sat Jan 02 2010 07:00:00 GMT+0000 (Coordinated Universal Time)	124	-7	-5	1024	SE	10.72
Sat Jan 02 2010 08:00:00 GMT+0000 (Coordinated Universal Time)	120	-8	-6	1024	SE	12.51
Sat Jan 02 2010 09:00:00 GMT+0000 (Coordinated Universal Time)	132	-7	-5	1025	SE	14.3


CREATE TABLE lstm_multivariate_pollution (
  "date" TIMESTAMP,
  "pollution" DOUBLE,
  "dew" BIGINT,
  "temp" DOUBLE,
  "press" DOUBLE,
  "wnd_dir" VARCHAR,
  "wnd_spd" DOUBLE,
  "snow" BIGINT,
  "rain" BIGINT
);