Tableau Conference 19 - Adding AI to your BI, C I can do it too!
Data and instructions for the conference session is located at https://www.kaggle.com/neelybd/tc19-adding-ai-to-your-bi.
Welcome @lab.User.FirstName. I hope you have fun and learn something neat.
This session is designed for novice level users.
If you have any questions, raise your hand and someone walking around will help you out.
Note: For every step, there is a backup file. Feel free at anytime to use it if you get lost or off track.
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- Understanding the original data
- Preparing the data using Tableau Prep
- Importing cleaned data into Tableau
- Creating a map
- Using AFE to add in Weather data
- Use AI to figure out what is important
- Create a full dashboard
- Whats your delay?
===
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Login to the computer by selecting the password box and either clicking in or entering +++@lab.VirtualMachine(TC2019-DesktopPrep-Ki-R2).Password+++
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Get familar with the orignal data
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[] Flight Data: knowledge[Bureau of Transportation Statistics](https://transtats.bts.gov/Tables.asp?DB_ID=120& DB_Name=Airline%20On-Time%20Performance%20Data&DB_Short_Name=On-Time)
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[] Weather Data: knowledgeIowa State University
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[] Precipitation Data: knowledgeNOAA
- From the Desktop
- Open [TC 2019 Lab Files]
- Open [2 - Tableau Pre]
- Launch Flight Work Flow.tflx
- Run flow.
===
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Open Tableau
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Select the start menu
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Type Tableau
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Select Tableau 2019.2
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In File Explorer
- Go to +++Type C:\Users\Labuser\Desktop\TC 2019 Lab Files\3 - Tableau Prep Results+++
- Import Data into Tableau
- Drag the {Prepared Flight Data.csv} into Tableau
- Pivot Origin and Destination Airports
- [] Click [Update Now]
- [] Scroll to the far right
- [] Holding [CTRL], select [Origin] and [Dest]
- [] Right click the data header, Select [Pivot]
- [] Click [Update Now]
- [] Scroll to the far left
- [] Right Click [Pivot Field Names] and select [Rename]
- [] Type [Location]
- [] Right Click [Pivot Field Values] and select [Rename]
- [] Type [Airport]
- Select [Abc] above [Airport] and change to Geographic Role - Airport
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Right click [Sheet 1], Rename to [Map], and open
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Drag:
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[Latitude (generated)] and [Longitude (generated)] to Canvas
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[Flight Path] to Detail
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[Airport] to Detail
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[ArrDelay] to Color
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Change Default Aggragation [ArrDelay]
- Right Click [ArrDelay]
- Select [Default Properties - Aggregation - Average]
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Change Mark Type [O Automatic] to Line
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Left click on Color
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Edit Colors...
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Palette -> Orange-Blue Diverging
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Check Reversed
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Click Enter
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Is it the destination Airport?
What about the Airline?
Was it where the plane came from?
Time of day?
????????
and to add in some weather data.
===
He might seem a little absent minded today, his brain is being virtualized in a virtual machine.
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Go to Desktop and select Ki
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Enter +++admin+++ as the password.
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Click the [Datasets] at the right. You are currently in the Projects Screen
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Select the three datasets and Create Project
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Name the project whatever you like
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The AFE setting will autopopulate, set the following relationships !IMAGE[Ki Relationships.PNG](Ki Relationships.PNG)
[!hint] If you click into the text box, you can type the name of the variable in the select box and it will filter the list.
[!hint] Pay careful attention to the Arrival vs Depature. A plane departing needs to be paired with the Origin.
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Click [Next]
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Select [Minimize]
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Select [ArrDelay] for drop down menu
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Click [Next]
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Don't Click [Execute AFE]
- This is because it will take 20 minutes to run.
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Left click the [KI DATA ANALYTICS PLATFORM] at the top left.
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Select [Tableau - Airport]
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Select [Arrival Delay] at the Project Bar.
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Look at the generated insights.
- The list is order by which factor is the most impactful.
- Top Insight says that how long a flight is matter the most.
- Second insight is more interesting, flights going to Frisco is the most likely to be be delayed.
- Also the IATA airline is a very large factor determining delays.
- Find the insight: [Origin.Wind Direction_2]
- Left click the insight
- It says that when the wind direction is between 60o and 169o, the delays will be much larger.
- This is heavily cross winded to runway 1L and 1R
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Left click [Workflow] near the top left.
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Left click the right most bubble [Ki - AFE Output].
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Click [Download] on the right.
===
- Open the downloaded zip file at the bottom and save the csv to the desktop
[!alert] If there was a problem with the output, go to +++C:\Users\Labuser\Desktop\TC 2019 Lab Files\6 - Ki AFE Export+++ and use [Ki - AFE Output - Backup.csv]
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Reopen the Prior Tableau Dashboard
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Open [Data Source]
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Replace Data Source
- [] Select [Data - New Data Source]
- [] Click [Text File]
- [] Select [Ki - AFE Output] from +++C:\Users\Labuser\Desktop\TC 2019 Lab Files\6 - Ki AFE Export "Ki - AFE Output"+++
- [] Click Open
- [] Click [Update Now]
- [] Scroll to the far right
- [] Holding [CTRL], select [Origin] and [Dest]
- [] Right click the data header, Select [Pivot]
- [] Click [Update Now]
- [] Right Click [Pivot Field Names] and select [Rename]
- [] Type [Location]
- [] Right Click [Pivot Field Values] and select [Rename]
- [] Type [Airport]
- [] Select [Abc] above [Airport] and change to Geographic Role - Airport
- [] Click Map
- [] Go to [Data - Replace Data Source]
- [] Current: [Prepared Flight Data] - Replacement: [Ki - AFE Output]
- Change Default Aggragation [ArrDelay]
- Right Click [ArrDelay]
- Select [Default Properties - Aggregation - Average]
===
- Create Airline Bar Graph
- Click [New Worksheet]
- Right Click, Rename [Sheet 2] to Airline.
- Drag [IATA Code Reporting Airline] to [Columns]
- Drag [ArrDelay] to [Rows]
- Drag [ArrDelay] to [Color]
- Left click on Color
- Edit Colors...
- Palette -> Orange-Blue Diverging
- Check Reversed
- Click Enter
[!hint] The [New Worksheet] button is just to the right of [Map] at the bottom of the screen
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- Create Airline Bar Graph
- Click [New Worksheet]
- Right Click, Rename [Sheet 3] to Wind Direction.
- Drag [Origin.Wind Direction 2] to [Dimensions]
- Drag [Origin.Wind Direction 2] to [Columns]
- Drag [ArrDelay] to [Rows]
- Drag [ArrDelay] to [Color]
- Left click on Color
- Edit Colors...
- Palette -> Orange-Blue Diverging
- Check Reversed
- Click Enter
===
- Create Airline Bar Graph
- Click [New Worksheet]
- Right Click, Rename [Sheet 3] to Flight Path.
- Drag [Flight Path] to [Dimensions]
- Drag [Flight Path] to [Rows]
- Drag [ArrDelay] to [Column]
- Drag [ArrDelay] to [Color]
- Left click on Color
- Edit Colors...
- Palette -> Orange-Blue Diverging
- Check Reversed
- Click Enter
===
- Click [New Dashboard]
[!hint] The [New Dashboard] button is just to the right of [Map] at the bottom of the screen
- Drag [Map] to Canvas
- Delete the Arrival Delay Color.
- Drag [Airline] to bottom of the [Map]
- Drag [Wind Direction] to the right side of [Airline]
- Drag [Flight Path] to the right side of the Canvas
- Delete [Arrival Delay] container
[!hint] To delete a container, click the container then click the X at the top right
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Reopen Ki
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Go to [Tableau - Airport]
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Open ArrDelay_
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Click Features (On the right)
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Select
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[Dest.1HR Precepitation]
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[CRSElapsed Time]
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[Dest] 3. [IATA_CODE Reporting Airline] 4. [Distance]
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Click [Simulation]
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Input your flight information
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Go to [https://info-analytics.keyence.com/tc19-flights](URL https://info-analytics.keyence.com/tc19-flights) and put in your delay.
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Hope your connection time is enough...