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<speak> And the lowest number is True Jet and the highest number is Jet Airways. <break strength="x-strong"/>So in this data, we can understand that people using Jet Airways a lot.<break strength="x-strong"/> People are traveling in Jet Airways flights more comparing to other Airline services. <break strength="x-strong"/>Now, let's check the different Airline Routes.<break strength="x-strong"/> Let's run the cell.<break strength="x-strong"/> So these are the routes by which flights can travel. <break strength="x-strong"/>So these are the routes. <break strength="x-strong"/> We have Bangalore to Delhi, Bangalore to Bombay then Delhi.<break strength="x-strong"/> So these are the codes of various Airline Industries. <break strength="x-strong"/> So CCU is Kolkata. <break strength="x-strong"/>And let's check what is IXR. <break strength="x-strong"/> IXR is Birsa Munda Airport which is Ranchi Airport.<break strength="x-strong"/> And then we have BBA Airport.<break strength="x-strong"/> What is this BBA Airport? <break strength="x-strong"/>So there are so many small airports. <break strength="x-strong"/>Biju Patnaik International Airport, Bhubaneswar, Odissa. <break strength="x-strong"/>So there are different shortcuts for all airports.<break strength="x-strong"/> So it means from Kolkata to IXR<break strength="strong"/> which is Ranchi and Ranchi to Odissa and then Bangalore. <break strength="x-strong"/> So, instead they can directly come from Kolkata to Bangalore.<break strength="x-strong"/> Now let's also import the test set.<break strength="x-strong"/> We have a separate train set and separate test set. <break strength="x-strong"/>Let's import the test set.<break strength="x-strong"/> Let's go to folder and let's copy the path of the file.<break strength="x-strong"/> This is the file path. <break strength="x-strong"/>Copy this path.<break strength="x-strong"/> Let's paste the path here.<break strength="x-strong"/> Let’s run the cell.<break strength="x-strong"/> So and also we will check the top ten rows of this data set. <break strength="x-strong"/> So here we have Jet Airways.<break strength="x-strong"/> The date of journey is 6th of June 2019. <break strength="x-strong"/> Delhi to Cochin. <break strength="x-strong"/>So the route is Delhi to Bombay, Bombay to Cochin. <break strength="x-strong"/>And the duration was ten hours fifty-five minutes and there is only one stop.  <break strength="x-strong"/>And there is no additional information, and then here we don't have price and information in this sheet.<break strength="x-strong"/> Because using this sheet we are going to predict it. <break strength="x-strong"/>Now let's check all the column names so we will write test_df.Columns.<break strength="x-strong"/> <break strength="x-strong"/> </speak>