WEBVTT 00:00.390 --> 00:01.270 All right, everyone. 00:01.770 --> 00:05.670 So the next topic, which we are going to learn is stop words. 00:06.360 --> 00:13.000 So in English language or any other language which is being created by these few months, mostly how 00:13.000 --> 00:15.810 such a kind of stop was so technically. 00:15.840 --> 00:18.090 What does this top word here mean? 00:18.720 --> 00:28.410 So let's say in English, there are many times we keep using terms like a can, let's say like maybe 00:28.770 --> 00:29.400 always. 00:30.420 --> 00:36.030 So those term from the grammatical point of view, they have their own meaning. 00:36.480 --> 00:37.990 They convey something. 00:38.400 --> 00:46.380 But from the technical analysis point of view, it doesn't carry much information for any kind of interpretation. 00:46.950 --> 00:51.120 So it is always good practice to remove such a kind of stopwork. 00:51.630 --> 00:56.700 And this P.C. will provide us a list of such a kind of top. 00:57.270 --> 00:59.670 So let me lower the spacy library. 00:59.700 --> 01:06.150 And in the model, the core of a small size model, we are going to load it. 01:06.600 --> 01:12.360 So inside this MLP, there is a number of stoppers already defined through this model. 01:12.390 --> 01:17.300 So if you want to grab it, we can use like an LP. 01:18.420 --> 01:22.370 Let's say device stoppers. 01:22.770 --> 01:23.880 And if your security. 01:25.210 --> 01:27.360 You'll will be able to see the words like no. 01:28.100 --> 01:29.690 Then this is like a positive. 01:30.260 --> 01:35.660 Nobody has still and these kinds of number of words are available. 01:36.080 --> 01:39.980 Which is considered by this particular model is a stop was. 01:41.840 --> 01:43.520 Let's try to find a laptop. 01:43.580 --> 01:45.290 How many staffers exist? 01:45.740 --> 01:51.050 So what we can do instead of print, we can apply on a land function. 01:51.350 --> 01:57.590 So there are total three hundred and twenty six staffers are really well based on which particular model, 01:57.590 --> 01:58.240 Veoh Ludic. 01:58.580 --> 02:04.370 Now, if you look at some other models, like a medium size model or a large model, you may get different 02:04.370 --> 02:05.240 numbers also here. 02:05.540 --> 02:10.760 Now, suppose some work if you want to know whether it's stopwork or not. 02:11.540 --> 02:13.790 So far that you can use like an LP. 02:15.000 --> 02:21.900 Not woke up and here I can pass, like let's say we're like Poly's. 02:23.150 --> 02:30.550 And I can apply these underscore stop attribute, and it will return me through. 02:30.590 --> 02:32.480 That means there's always a tribute. 02:32.750 --> 02:34.610 He's a star for. 02:36.390 --> 02:39.810 Let's try something else so noun's it off. 02:40.170 --> 02:46.170 Let's see some other words like let the finance and security. 02:47.950 --> 02:48.870 It has it can force. 02:48.940 --> 02:53.080 That means this finance he would is not a topless. 02:54.330 --> 03:00.210 Now, this is already pre-defined, Microsoft Stock Awards are available based on this model support 03:00.300 --> 03:06.780 inside this model, if you want to add some keyword has a stop or if you want to remove some keyword 03:06.810 --> 03:09.240 as a stopwork, how you can do it. 03:10.090 --> 03:10.360 Whoops. 03:12.120 --> 03:13.830 Let's say some arbitrary. 03:15.040 --> 03:19.740 He SPF hopes and I want to find whether it's a stopwork or not. 03:20.030 --> 03:22.100 So it's not a stoplight support. 03:22.370 --> 03:28.970 This is the if I just want to add it to my stoppered list, I can just simply use an LP. 03:29.540 --> 03:34.690 Not before, not stoppers. 03:35.060 --> 03:36.620 And I can just simply apply. 03:37.230 --> 03:41.610 Had I met her in here, let me just posit two is D.F.. 03:42.380 --> 03:44.690 Now one more word got added to my. 03:45.700 --> 03:46.630 Stopwork wordlist. 03:48.320 --> 03:51.210 And suppose the same court. 03:51.620 --> 03:55.290 Whoops, I should have kept it here if I executed. 03:56.840 --> 03:58.580 And you can see still it's false. 03:58.970 --> 04:00.020 So what we can do? 04:00.080 --> 04:02.390 We can just make it like up through. 04:03.050 --> 04:05.480 And let me execute this part again. 04:05.870 --> 04:08.890 Now, you will be able to see one more word like Harry. 04:09.440 --> 04:10.280 Now what we can do. 04:10.520 --> 04:11.540 Earlier, we got that. 04:12.020 --> 04:14.660 We are total 308, 26 stopwork. 04:15.050 --> 04:21.840 So if we just execute this land function again, now we have a one more words has been added to stop, 04:21.860 --> 04:25.730 or at least that is a three hundred and twenty seven words out of 11. 04:27.130 --> 04:33.800 Now, suppose inside this whole vocabulary of this stopwork, some more, I just want to remove it. 04:34.450 --> 04:37.480 So let's say no, I just don't want to consider this. 04:37.510 --> 04:39.330 No Kiewa as a stopwatch. 04:39.760 --> 04:45.160 So what I can do NLB not, let's say, walk up in place a play. 04:45.220 --> 04:46.480 No, it will. 04:47.740 --> 04:51.370 I need to apply this ease and underscore stop Petrovitch. 04:52.420 --> 04:53.780 And it has written me through. 04:53.820 --> 04:55.870 That means this is stopwork. 04:56.350 --> 04:59.650 Let's just make this has a false. 04:59.920 --> 05:03.400 And now if you just try to display an LP. 05:04.870 --> 05:09.190 Not let's for not stop where list. 05:10.740 --> 05:12.390 So you can see. 05:13.910 --> 05:18.290 There is no no, I think I should print better option. 05:18.610 --> 05:23.090 All right, so you can see the first ever no appears. 05:25.040 --> 05:28.010 So what we can do is just like antimatter. 05:28.310 --> 05:30.950 We can just simply use an LP. 05:32.950 --> 05:38.220 Not be false, dark stop was not removed. 05:38.570 --> 05:39.750 And let just make it. 05:40.100 --> 05:40.520 No. 05:40.870 --> 05:42.410 And again, we are to execute. 05:42.440 --> 05:44.240 This has a false. 05:46.150 --> 05:54.440 Now, if you bring all those top world list again, now you be a legacy that is no exist now. 05:55.360 --> 05:55.720 All right. 05:55.750 --> 05:58.470 So there is the whole story behind StockTwits. 05:59.080 --> 06:01.900 What other divorced Topo's had a really well based on different model. 06:01.930 --> 06:03.970 You will get a different stockhorse. 06:04.360 --> 06:10.060 And if you want to add your custom, stop, or if you want to remove some stop or you don't want to 06:10.060 --> 06:12.630 consider those particular keywords as a stopper. 06:12.910 --> 06:14.430 You can just simply adding order. 06:15.280 --> 06:15.600 All right. 06:15.970 --> 06:17.620 So that is all about the stopwork. 06:17.740 --> 06:18.980 See you in the next video.