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These are the user uploaded subtitles that are being translated: 1 00:00:05,040 --> 00:00:06,540 Welcome to the section. 2 00:00:06,540 --> 00:00:09,810 In this section, we're going to be focusing on building our data model. 3 00:00:09,810 --> 00:00:13,640 So we're going to be looking at the underlying data that is giving us the results. 4 00:00:13,650 --> 00:00:17,940 So we've seen earlier on in the course that we can easily create visualizations to see the results of 5 00:00:17,940 --> 00:00:18,660 our data. 6 00:00:18,660 --> 00:00:23,070 So now we're going to look at how we can enhance our data and create these new calculations. 7 00:00:23,400 --> 00:00:23,580 Okay. 8 00:00:23,670 --> 00:00:26,890 So we're going to start off actually using a new data file for this. 9 00:00:26,910 --> 00:00:32,790 Now, if you just start a new Power BI desktop, you will see that you do get import data from Excel 10 00:00:32,790 --> 00:00:34,560 as one of the options straight on the screen. 11 00:00:34,560 --> 00:00:37,680 So I'm actually going to select that and we're going to go jump straight into that. 12 00:00:37,920 --> 00:00:38,190 Okay. 13 00:00:38,190 --> 00:00:42,900 So once you've selected that, please navigate to where you've downloaded all the training data and 14 00:00:42,900 --> 00:00:45,510 we're going to be using the file called training sample. 15 00:00:46,140 --> 00:00:50,490 So if you can just select that file, click on the open button and again, you'll see that it will make 16 00:00:50,490 --> 00:00:54,150 a connection now through to this data file and it brings up our navigator. 17 00:00:54,330 --> 00:00:57,000 So again, we can actually see a preview of this data. 18 00:00:57,030 --> 00:01:01,740 Now, remember, when we see the blue line on top, that means that it's a table of data versus if we 19 00:01:01,740 --> 00:01:04,440 see the little tabs, that means that it's a sheet of data. 20 00:01:04,440 --> 00:01:07,290 So again, we're going to use the table of data, we're going to select that. 21 00:01:07,290 --> 00:01:10,110 And we can see we're going to preview the data look pretty good. 22 00:01:10,560 --> 00:01:13,110 Now, in this case, again, we're going to be using the load button. 23 00:01:13,110 --> 00:01:15,810 So we're just going to click on load and we're going to select that. 24 00:01:16,410 --> 00:01:16,560 Okay. 25 00:01:16,680 --> 00:01:20,640 So yet again, our data is now going to be loaded into our Power BI desktop. 26 00:01:21,120 --> 00:01:25,770 Here we've got the data loaded and we can see on the right hand side that we've got a new set of fields 27 00:01:25,770 --> 00:01:29,460 and you can see that we've got a table and we've got these different field names that we're going to 28 00:01:29,460 --> 00:01:30,360 be using. 29 00:01:30,570 --> 00:01:34,530 So as I said in this section, we're going to be spending a bit more time on the data model. 30 00:01:34,530 --> 00:01:36,390 So what I'm going to do is actually jump across. 31 00:01:36,420 --> 00:01:38,610 We're going to go to our navigation on the left hand side. 32 00:01:38,610 --> 00:01:42,990 We're going to click on data and we're going to bring up that spreadsheet view that we saw earlier on 33 00:01:42,990 --> 00:01:43,860 in the course. 34 00:01:44,370 --> 00:01:46,860 And we're going to see a few things that we can actually do here. 35 00:01:46,950 --> 00:01:50,910 Now, when you go across to the right hand side, you will see that when you actually right click on 36 00:01:50,910 --> 00:01:55,280 one of the fields, that it actually gives you a number of options that you can use. 37 00:01:55,290 --> 00:01:57,750 It gives you your context sensitive menu. 38 00:01:57,810 --> 00:02:02,220 So you can see that we can create things called new measures, new columns, new quick measures, refreshed 39 00:02:02,220 --> 00:02:05,610 data, adding query to a whole bunch of different options that can do. 40 00:02:05,880 --> 00:02:08,880 Also, you'll see at the top that we do get now a new menu. 41 00:02:08,880 --> 00:02:11,009 In this case, it's showing us the table tools. 42 00:02:11,160 --> 00:02:16,110 And what you'll see is that my table name is actually just called table one, so I'm only going to change 43 00:02:16,110 --> 00:02:19,830 the name of that and we're going to call this at our data table. 44 00:02:19,830 --> 00:02:24,960 So I'm going to just change the name press enter and you'll see straight away that that now has changed 45 00:02:24,960 --> 00:02:26,400 the name to data. 46 00:02:26,880 --> 00:02:26,970 Okay. 47 00:02:27,060 --> 00:02:29,280 So that's just how we change a table name. 48 00:02:29,280 --> 00:02:32,940 You could go ahead and you could change any of these field names just as easily. 49 00:02:32,940 --> 00:02:37,320 So clicked on this one could come in here and you could change the name if you wanted to. 50 00:02:37,350 --> 00:02:40,980 Now, in this case, we don't have any need to, but if you wanted to, you could. 51 00:02:41,550 --> 00:02:43,230 Okay, So we're going to accept that data. 52 00:02:43,230 --> 00:02:45,220 We're going to start off with the data. 53 00:02:45,240 --> 00:02:49,680 Now, what we're going to be looking at is how do we create a calculation within this? 54 00:02:49,800 --> 00:02:54,810 So if we look at the data itself, you'll see that we have a list price and we have an order quantity. 55 00:02:55,170 --> 00:02:59,910 Now, if we were to take our list price and we were to multiply by our order quantity, that would give 56 00:02:59,910 --> 00:03:01,620 us what our sales amount is. 57 00:03:01,620 --> 00:03:03,540 So we're going to create a new column. 58 00:03:03,540 --> 00:03:08,310 And what's going to happen is you're going to see that a new column is going to be created on the outside 59 00:03:08,310 --> 00:03:09,090 over here. 60 00:03:09,090 --> 00:03:13,800 And what it's going to do is it's then going to compute a result for each row in the table. 61 00:03:14,190 --> 00:03:17,400 So this is actually called a new calculated column. 62 00:03:17,400 --> 00:03:21,570 And you can see at the top under our table tools that we do get the ability to be able to create this 63 00:03:21,570 --> 00:03:22,410 new column. 64 00:03:22,800 --> 00:03:22,970 Okay. 65 00:03:23,040 --> 00:03:26,370 So we're going to select that and say we want to create a new column. 66 00:03:26,370 --> 00:03:29,850 And you can see now that the column has been created on the outside. 67 00:03:29,850 --> 00:03:32,250 And at the moment it's just got the column name. 68 00:03:32,550 --> 00:03:37,830 You can also see that we've now got our formula bar and it's got the word column equals in there, just 69 00:03:37,830 --> 00:03:38,970 like you would with Excel. 70 00:03:38,970 --> 00:03:42,480 It's a similar, very similar to using the formula bar in Excel. 71 00:03:42,810 --> 00:03:49,350 Now when we're creating a new column within Power BI, what we need to do is we need to give it a name 72 00:03:49,350 --> 00:03:52,410 so every field always has a name within power. 73 00:03:52,740 --> 00:03:57,060 So just because we're creating a new column here, we're going to say we're going to call it sales. 74 00:03:57,060 --> 00:04:00,240 And then you always start your formula by saying equals. 75 00:04:00,240 --> 00:04:03,720 So again, very similar to your Excel where we're using our equals. 76 00:04:03,930 --> 00:04:07,590 Now in this case you can have spaces between your equals or no spaces. 77 00:04:07,590 --> 00:04:09,180 It doesn't really make any difference. 78 00:04:09,180 --> 00:04:12,000 I'm going to put a space in just so that it's easier to read. 79 00:04:12,210 --> 00:04:17,130 Now what we want to do in this is we want to actually say that we want to take our list price and we 80 00:04:17,130 --> 00:04:19,260 want to multiply it by our order quantity. 81 00:04:19,860 --> 00:04:24,540 Now, when it comes to choosing a field, we can use the left square bracket. 82 00:04:24,540 --> 00:04:29,760 So when I press the left square bracket, you'll see that a list of fields actually appears on my formula 83 00:04:29,760 --> 00:04:30,210 ball. 84 00:04:30,330 --> 00:04:32,850 So all it did press the left square bracket. 85 00:04:32,880 --> 00:04:37,740 Now, if I want to go to all the fields that begin with l, I just press the L and you can see now it 86 00:04:37,740 --> 00:04:40,350 shows me only one field, which is my list price. 87 00:04:40,350 --> 00:04:45,030 So I can actually now select that by just clicking on it and it will now actually put the list price 88 00:04:45,030 --> 00:04:45,540 in there. 89 00:04:45,930 --> 00:04:50,540 So we're saying sales equals the list price and we need to tell it to multiply. 90 00:04:50,550 --> 00:04:51,720 Again, I'm going to use a space. 91 00:04:51,720 --> 00:04:53,070 You don't have to use a space. 92 00:04:53,070 --> 00:04:56,760 So we're going to use our asterisk as our multiplication sign. 93 00:04:57,120 --> 00:05:00,720 And again, now I want to now say it's going to be multiplied by the order quantity. 94 00:05:01,330 --> 00:05:04,720 So again, now I could use the left square, select that. 95 00:05:04,720 --> 00:05:07,180 And in this case, it's going to be all the quantity I can press. 96 00:05:07,180 --> 00:05:07,660 Oh. 97 00:05:07,690 --> 00:05:11,410 And you can see now it's only showing me the order quantity field. 98 00:05:11,560 --> 00:05:12,620 So I'm going to select that. 99 00:05:12,640 --> 00:05:14,620 So you can see that this formula is very simple. 100 00:05:14,620 --> 00:05:18,940 It's just saying sales equals our list price multiplied by or the quantity. 101 00:05:19,420 --> 00:05:24,700 When I press enter on this, you'll see now that the calculation is now done row by row. 102 00:05:24,820 --> 00:05:29,350 And this is really the big difference that we're going to see, that when we're creating a new column, 103 00:05:29,350 --> 00:05:34,990 you're always creating a column within the table and it will always produce a row by row result. 104 00:05:34,990 --> 00:05:39,040 So we can go across to each one of these rows and we could see what the list price is multiplied by 105 00:05:39,040 --> 00:05:41,740 the quantity and see what the result of this is. 106 00:05:41,920 --> 00:05:46,420 The moment you can see that the amounts are all the same, but it does change later on down the data 107 00:05:46,420 --> 00:05:46,810 set. 108 00:05:47,680 --> 00:05:50,080 So we've now got this new field called sales. 109 00:05:50,290 --> 00:05:54,630 Now you'll remember that we can actually use this field in our reports. 110 00:05:54,640 --> 00:05:58,200 And the beauty of this is that it's just used like any other field. 111 00:05:58,210 --> 00:06:04,300 So if I go back to my report and we say, now we want to build a new table, so we choose our table 112 00:06:04,300 --> 00:06:06,070 visualization, select that. 113 00:06:06,750 --> 00:06:09,440 And in this case, what we're going to use is we're going to use a subregion. 114 00:06:09,450 --> 00:06:11,400 A subregion is actually a list of countries. 115 00:06:11,400 --> 00:06:13,440 So that's there's a subregion. 116 00:06:13,440 --> 00:06:17,970 And now you'll see that my sales field is now being in my list of fields. 117 00:06:17,970 --> 00:06:20,070 So if I want to use that, I can select it. 118 00:06:20,100 --> 00:06:22,440 Just one thing to note, it does get a different icon. 119 00:06:22,440 --> 00:06:28,260 So that icon is actually showing me that it is a calculated column, so it's not native to the table 120 00:06:28,260 --> 00:06:29,580 like these other fields were. 121 00:06:29,910 --> 00:06:35,340 But when I drag this in, you'll see that automatically the system now do the calculation and you can 122 00:06:35,340 --> 00:06:37,890 see that we get the results of the totals. 123 00:06:38,220 --> 00:06:41,070 Now, one of the things that you might notice straight away is of formatting. 124 00:06:41,070 --> 00:06:42,830 We got all of these decimal numbers. 125 00:06:42,840 --> 00:06:46,830 Now when it comes to formatting, this works exactly the same as it did earlier on in the course. 126 00:06:46,830 --> 00:06:51,210 If I select this field, you'll see now that I can change could actually change the name of it. 127 00:06:51,210 --> 00:06:53,520 It changed the data type formatting of it. 128 00:06:53,520 --> 00:06:57,960 You see, you get different types of formats that you can use, but you'll remember with your formatting 129 00:06:57,960 --> 00:06:59,870 we could use 1000 separator. 130 00:06:59,880 --> 00:07:04,140 So I'm going to select that with my comma and now it gives me two decimal points. 131 00:07:04,140 --> 00:07:06,330 I'm going to say I want zero decimal points. 132 00:07:06,750 --> 00:07:11,640 And as I say, just like earlier on in the course, now that it has created this as the default for 133 00:07:11,670 --> 00:07:12,870 that sum of cells. 134 00:07:13,710 --> 00:07:18,750 You'll also see that if I go here and I click on the dropdown, that I get the ability to change my 135 00:07:18,750 --> 00:07:22,250 method of aggregation so I can do my average, my min, my max. 136 00:07:22,260 --> 00:07:27,990 So if I said what is my minimum sales amount, show me my minimum sales amount, I go to my average. 137 00:07:28,170 --> 00:07:33,510 So this works again, just like it would exactly earlier on in the course with our fields. 138 00:07:34,050 --> 00:07:36,390 So just one other point to note out as well. 139 00:07:36,390 --> 00:07:41,990 With the sales field at the moment, it's said to be the same as the default summarization. 140 00:07:42,000 --> 00:07:45,870 So just remember, if you wanted to change this to another method of aggregation, you could do that 141 00:07:45,870 --> 00:07:46,500 as well. 142 00:07:47,370 --> 00:07:47,580 Okay. 143 00:07:47,580 --> 00:07:50,520 So I'm going to change this back to some of sales. 144 00:07:50,520 --> 00:07:52,860 And now we've got some sales there. 145 00:07:52,890 --> 00:07:55,950 Let's go back to a data model and have a look at our data. 146 00:07:56,160 --> 00:07:59,100 Now, let's say I wanted to know what was my total cost. 147 00:07:59,280 --> 00:08:02,210 And you can see I've got my unit price and I've got my order quantity. 148 00:08:02,220 --> 00:08:04,980 And basically I would do exactly the same format. 149 00:08:05,010 --> 00:08:10,890 Now, what I could do is I could use new column from this option in the ribbon, or I could go across 150 00:08:10,890 --> 00:08:15,860 to my table, I could right click on this and actually, let's choose the three ellipses. 151 00:08:15,870 --> 00:08:16,470 There we go. 152 00:08:16,470 --> 00:08:20,960 The three ellipses, you'll see that you get a new column option so you could use either or. 153 00:08:20,970 --> 00:08:22,660 Now, in this case, I'm going to choose new column. 154 00:08:22,680 --> 00:08:26,510 Now, please make sure at this point, remember, we're creating a new calculated column. 155 00:08:26,520 --> 00:08:27,900 Do not choose new measure. 156 00:08:27,900 --> 00:08:31,050 We're going to do that in the next section and you're going to see something quite different. 157 00:08:31,260 --> 00:08:34,860 So we're going to click on new column and again, we're going to get our formula bar. 158 00:08:34,860 --> 00:08:38,090 And in this case, we're going to say we want to know what our total cost is. 159 00:08:38,100 --> 00:08:39,510 I'm going to say equals. 160 00:08:39,539 --> 00:08:41,640 Now, in this case, we want a unit price. 161 00:08:41,640 --> 00:08:44,020 So again, I'm going to press my left square bracket. 162 00:08:44,039 --> 00:08:45,270 I'm going to press you. 163 00:08:45,270 --> 00:08:47,910 And it will show me that I have my unit price field. 164 00:08:47,910 --> 00:08:53,010 And in this case, we're going to be saying, I want to multiply that again f square bracket by my order 165 00:08:53,010 --> 00:08:53,870 quantity. 166 00:08:53,880 --> 00:08:56,940 And you can see once you get the hang of this, it's pretty quick and easy. 167 00:08:57,150 --> 00:08:57,840 So there we go. 168 00:08:57,840 --> 00:09:01,950 We got our cost equals the unit price multiplied by the order quantity. 169 00:09:02,130 --> 00:09:03,810 Again, I could accept that. 170 00:09:03,900 --> 00:09:06,870 And from here now, I could actually change the formatting. 171 00:09:06,870 --> 00:09:08,850 So I've got the cost field selected. 172 00:09:08,850 --> 00:09:13,950 You can see it's highlighted over here and we could just go into a formatting and we could change the 173 00:09:13,950 --> 00:09:14,680 default there. 174 00:09:14,760 --> 00:09:18,000 And you can see that it's updated at U on this model again. 175 00:09:18,000 --> 00:09:24,090 Now if I went back into my report, I can just choose my cost Now drag that into the visualization and 176 00:09:24,090 --> 00:09:24,560 there we go. 177 00:09:24,570 --> 00:09:26,310 You can see that the cost has been added. 178 00:09:26,820 --> 00:09:26,940 Okay. 179 00:09:27,030 --> 00:09:29,040 One last one that we're going to look at in this lesson. 180 00:09:29,040 --> 00:09:30,990 So we're going to go back to our data. 181 00:09:31,140 --> 00:09:33,920 Now, let's say we wanted to say we want to know profit. 182 00:09:33,930 --> 00:09:36,970 Now a profit would be our sales minus our cost. 183 00:09:36,990 --> 00:09:42,660 Now, these are two calculated columns, but we can use them actually in other calculations as well. 184 00:09:42,660 --> 00:09:47,370 So I could create a new field, which I'm going to do now called my profit and say, I want to take 185 00:09:47,370 --> 00:09:49,950 my profit, which is my sales minus my cost. 186 00:09:50,640 --> 00:09:51,720 So again, let's do that. 187 00:09:51,720 --> 00:09:54,600 In this case, I'm just going to use this option to create the new column. 188 00:09:54,790 --> 00:09:56,370 So I'm going to say new column in this case. 189 00:09:56,390 --> 00:10:01,560 Again, you can see that it's created column and we're going to say that this is our profit field and 190 00:10:01,560 --> 00:10:02,500 be equals. 191 00:10:02,520 --> 00:10:08,670 Now, again, when I press my left square bracket, you'll see that sales is now one of the options 192 00:10:08,670 --> 00:10:11,640 that I've got to select because it's now a field within my table. 193 00:10:11,910 --> 00:10:13,350 So I'm going to select sales. 194 00:10:13,350 --> 00:10:16,260 I'm going to say that we want to minus again. 195 00:10:16,260 --> 00:10:19,750 Now, when I look here, I'll see the cost is actually a field as well. 196 00:10:19,770 --> 00:10:23,490 So now I can say profit equals my sales minus my cost. 197 00:10:23,730 --> 00:10:25,050 So we're going to accept that. 198 00:10:25,140 --> 00:10:25,980 Press enter. 199 00:10:26,190 --> 00:10:28,380 We now go profit as a new field. 200 00:10:28,380 --> 00:10:35,400 And again, I could do my formatting thousand separator, no decimal places, go back to my report. 201 00:10:35,640 --> 00:10:39,570 And now by each of my countries I can now say profit. 202 00:10:39,780 --> 00:10:40,860 Drop it in there. 203 00:10:41,070 --> 00:10:41,850 And there we go. 204 00:10:41,850 --> 00:10:45,600 We now got the sum of the profit by each of the countries as well. 205 00:10:45,810 --> 00:10:46,590 So there we go. 206 00:10:46,590 --> 00:10:49,980 That's an introductory lesson to creating calculated columns. 207 00:10:49,980 --> 00:10:51,420 We're going to continue in the next lesson. 208 00:10:51,420 --> 00:10:52,740 I'm going to look at some dates. 209 00:10:52,740 --> 00:10:54,240 I will see you in that lesson. 20682

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