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| − | =Dimensions and Measures=
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| − | The finals dataset contains various columns and the columns are divided into Dimensions and Measures in Tableau based on their properties. Before starting with the Visualization, lets get familiar with the available Dimensions and Measures.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_8.png|700px|thumb|left]]</span>
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| − | =Measure by Location=
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| − | The data has a total of 106 chemicals (12 groups) and 10 places. I want to analyze the trend of each measure at all the places for years 1998 - 2016. This visualization will help to compare the average values and select the place that has the highest reading of a measure.
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| − | <div style="margin:0px; padding: 2px; font-family: Arial; border-radius: 1px; text-align:left">
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| − | {| class="wikitable" style="background-color:#FFFFFF;" width="100%"
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| − | <b>Create a Calculated Field</b>
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| − | The measures have three different units: <b>mg/l,</b> <b>µg/l,</b> and °C. The unit for average value should change according to the measure, therefore we will use this calculated field to automate the y-axis label.
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| − | *Right click on Dimension and select Create Calculated Field
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| − | *Name it as Automatic_Axis
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| − | *The formula for the calculated field is as shown in the picture.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_9.png|500px|thumb|center]]</span>
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| − | <b>Add Filters</b>
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| − | The user should be able to visualize the measure of their choice, therefore the graph should filter the data according to the selected measure.
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| − | *Create a hierarchy of Groups and Measures, this will allow the user to select a group and then select a measure of that group.
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| − | *Drag and drop <b>Groups</b> and <b>Measures</b> to Filters.
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| − | *Click on the fields in filters, select Show Filter and select the Filters to be Single Value (list).
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| − | <span style=text-align:center;">[[Image:Vaishnavi_10.png|400px|thumb|center]]</span>
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| − | <b>Plotting the Graph</b>
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| − | *<b>Columns:</b> Location, YEAR(Sample Date)
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| − | *<b>Rows:</b> Automatic_Axis, AVG(Value)
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| − | *<b>Details:</b> Measure, Groups, Location, YEAR(Sample Date)
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| − | *<b>Tooltip:</b> Measure, Groups, Location, YEAR(Sample Date), AVG(Value)
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| − | *<b>Title:</b> Measure, Groups
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| − | <span style="color:red"><b>NOTE*</b></span> The Measure for Value is selected as Average(AVG) because there are various readings taken every year, and to compare the readings across years I have plot the value of a measure in a year as the average of all the readings in that year.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_11.png|500px|thumb|center]]</span>
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| − | |}
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| − | </div>
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| − | =Month-wise Readings=
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| − | This graph will give the user month-wise readings of the selected measure, for the selected place and year. This can help the user get a detailed insight as for which month the readings are high, and is there any particular month where the reading are high. This graph will be a drill-dwon from <b>Measure by Value</b> graph.
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| − | <div style="margin:0px; padding: 2px; font-family: Arial; border-radius: 1px; text-align:left">
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| − | {| class="wikitable" style="background-color:#FFFFFF;" width="100%"
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| − | <b>Plotting the Graph</b>
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| − | *<b>Columns:</b> YEAR(Sample Date), MONTH(Sample Date)
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| − | *<b>Rows:</b> Automatic_Axis, AVG(Value)
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| − | *<b>Details:</b> Measure, Groups, Location, YEAR(Sample Date)
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| − | *<b>Tooltip:</b> Measure, Groups, Location, YEAR(Sample Date), MONTH(Sample Date), AVG(Value), SUM(Number of Records)
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| − | *<b>Title:</b> Measure, Location, YEAR(Sample Date)
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| − | <span style="color:red"><b>NOTE*</b></span> The Measure for Value is selected as Average(AVG) because there are various readings taken in a month, and to compare the readings across months, I plot the value of a measure in a month as the average of all the readings in that month.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_12.png|500px|thumb|center]]</span>
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| − | |}
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| − | </div>
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| − | =No. of Records=
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| − | This graph will show how many reading where taken for the selected measure from 1998-2016. The heat-map makes it visually easy to spot the variation in the number of readings based on the color.
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| − | <div style="margin:0px; padding: 2px; font-family: Arial; border-radius: 1px; text-align:left">
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| − | {| class="wikitable" style="background-color:#FFFFFF;" width="100%"
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| − | <b>Add Filters</b>
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| − | The user should be able to visualize the measure of their choice, therefore the graph should filter the data according to the selected measure.
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| − | *Create a hierarchy of Groups and Measures, this will allow the user to select a group and then select a measure of that group.
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| − | *Drag and drop <b>Groups</b> and <b>Measures</b> to Filters.
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| − | *Click on the fields in filters, select Show Filter and select the Filters to be Single Value (list).
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| − | <span style=text-align:center;">[[Image:Vaishnavi_10.png|400px|thumb|center]]</span>
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| − | <b>Plotting the Graph</b>
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| − | *<b>Columns:</b> Measure, Location
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| − | *<b>Rows:</b> YEAR(Sample Date)
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| − | *<b>Details:</b> Measure, Location, YEAR(Sample Date)
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| − | *<b>Label:</b> SUM(Number of Records)
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| − | *<b>Color:</b> SUM(Number of Records)
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| − | *<b>Tooltip:</b> Measure, Location, YEAR(Sample Date), SUM(Number of Records)
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| − | *<b>Title:</b> Measure, Groups
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| − | <span style=text-align:center;">[[Image:Vaishnavi_13.png|500px|thumb|center]]</span>
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| − | |}
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| − | </div>
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| − | =Map=
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| − | Map will be used to show the location of the selected place on the Map. This way the user can see if any particular water stream has high readings or not. This will be a drill down from <b>Measure by Location</b> graph, so the location selected by the user to see detailed analysis will be plotted on the map.
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| − | <div style="margin:0px; padding: 2px; font-family: Arial; border-radius: 1px; text-align:left">
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| − | {| class="wikitable" style="background-color:#FFFFFF;" width="100%"
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| − | <b>Plotting the Graph</b>
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| − | *<b>Columns:</b> X
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| − | *<b>Rows:</b> Y
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| − | *<b>Details:</b> Measure, Location, Groups
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| − | *<b>Color:</b> Location
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| − | *<b>Tooltip:</b> Location
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| − | *<b>Title:</b> Location
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| − | <span style="color:red"><b>NOTE*</b></span> The Aggregate Measure under Analysis option should be unchecked, only then X and Y will be plotted as coordinates.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_15.png|300px|thumb|center]]</span>
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| − | |}
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| − | </div>
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| − | =Interactive Dashboard=
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| − | The 4 graphs that I plotted are added to the dashboard, and following actions were added to the sheets to link them to each each, so that detailed analyses of the data can be done.
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| − | <div style="margin:0px; padding: 2px; font-family: Arial; border-radius: 1px; text-align:left">
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| − | {| class="wikitable" style="background-color:#FFFFFF;" width="100%"
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| − | <b>Level 1 to Level 2</b>
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| − | This action was added to the files: <b>Measure by Location and No. of Records</b>.
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| − | <br>This will help the user get detailed insights of a particular measure by just selecting the point on any of these two graphs.
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| − | <br>When the user select any point on the graph, it will redirect to the other two graphs: <b>Month-wise Reading and Map</b> for extra details.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_16.png|300px|thumb|center]]</span>
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| − | <b>Level 2 to Level 1</b>
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| − | This action was added to the files: <b>Month-wise Readings and Map</b>.
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| − | <br>This will help the user go back to the previous graph with the selection highlighted.
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| − | <span style=text-align:center;">[[Image:Vaishnavi_17.png|300px|thumb|center]]</span>
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| − | |}
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| − | </div>
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VAST Challenge: Mini Challenge 2
