https://github.com/moindalvs/learn_feature_engg_time_series

Feature Engineering on Time Series Dataset (Flight Price Prediction)
https://github.com/moindalvs/learn_feature_engg_time_series

data-science data-structures data-transformation feature-engineering feature-extraction feature-selection label-encoder onehot-encoding time-series-analysis

Last synced: 28 days ago
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Feature Engineering on Time Series Dataset (Flight Price Prediction)

• Host: GitHub
• URL: https://github.com/moindalvs/learn_feature_engg_time_series
• Owner: MoinDalvs
• Created: 2022-04-02T06:19:03.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-04-02T06:21:32.000Z (almost 3 years ago)
• Last Synced: 2024-11-17T05:28:05.378Z (3 months ago)
• Topics: data-science, data-structures, data-transformation, feature-engineering, feature-extraction, feature-selection, label-encoder, onehot-encoding, time-series-analysis
• Language: Jupyter Notebook
• Homepage:
• Size: 17.6 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Learn_Feature_Engg_Time_Series

Feature Engineering on Time Series Dataset (Flight Price Prediction)

Airline	Source	Destination	Route	Dep_Time	Arrival_Time	Duration	Total_Stops	Additional_Info	Price	Date	Month	Year

0	IndiGo	Banglore	New Delhi	BLR → DEL	22:20	01:10 22 Mar	2h 50m	non-stop	No info	3897.0	24	3	2019

1	Air India	Kolkata	Banglore	CCU → IXR → BBI → BLR	05:50	13:15	7h 25m	2 stops	No info	7662.0	1	5	2019

2	Jet Airways	Delhi	Cochin	DEL → LKO → BOM → COK	09:25	04:25 10 Jun	19h	2 stops	No info	13882.0	9	6	2019

3	IndiGo	Kolkata	Banglore	CCU → NAG → BLR	18:05	23:30	5h 25m	1 stop	No info	6218.0	12	5	2019

4	IndiGo	Banglore	New Delhi	BLR → NAG → DEL	16:50	21:35	4h 45m	1 stop	No info	13302.0	1	3	2019

5	SpiceJet	Kolkata	Banglore	CCU → BLR	09:00	11:25	2h 25m	non-stop	No info	3873.0	24	6	2019

6	Jet Airways	Banglore	New Delhi	BLR → BOM → DEL	18:55	10:25 13 Mar	15h 30m	1 stop	In-flight meal not included	11087.0	12	3	2019

7	Jet Airways	Banglore	New Delhi	BLR → BOM → DEL	08:00	05:05 02 Mar	21h 5m	1 stop	No info	22270.0	1	3	2019

8	Jet Airways	Banglore	New Delhi	BLR → BOM → DEL	08:55	10:25 13 Mar	25h 30m	1 stop	In-flight meal not included	11087.0	12	3	2019

9	Multiple carriers	Delhi	Cochin	DEL → BOM → COK	11:25	19:15	7h 50m	1 stop	No info	8625.0	27	5	2019