 Good afternoon, everyone. Good afternoon. All right. So are you able to see my screen in a presentation mode? Yes. All right. So, all right. Thank you. So as I did just say today, we'll talk about custom apps. So the idea is that we want you to appreciate various other ways where you can develop apps to fit various use cases that are of interest to you. So we'll look at custom tracker apps and also discuss a bit about how you can go about getting custom apps and then we'll also look at the contact tracing app. So we'll build a contact tracing map using the relationship tracing app and also see how to generate COVID-19 certificates using a COVID-19 certificate app. And then we'll also have a look at some other custom apps outside the healthcare domain because I know the setup here is that we're coming from different domains. Not everyone is in health. So I think just to also emphasize that we can apply tracker use cases in other domains and you can also develop custom apps for other domains. So we'll look at a couple of custom tracker apps. So more especially we'll look at this from the domain for an agricultural system. So if you may recall, last week when we were talking about the various use cases, we also had one use case from agriculture. So I'll also just show you one or two apps from there and explain the workings. So over the course of the academy, we've looked at different outputs. I think even like now in the recap with John Paul was talking about I think what we covered yesterday and we've looked at different visualizations, ways of presenting data, which are presented out of the box. So but then it may happen that in some cases you may want to process the tracker data in some ways that are not supported outside the box. I mean out of the box and you may want to either present data to feed a use case in a way that's not immediately supported. So in such cases where you want to handle the data differently, present the data differently, or do different types of manipulations, the DHS2 platform provides you with capabilities to develop your own apps and then install them on the DHS2 instance or you can host them outside the instance but connect the apps with the DHS2 instance that you're using. So as I've said, these custom apps can be done to medial various very specific context specific use cases as we'll see in a short while. So the key thing with developing custom apps and then linking them up with DHS2 is that you can be able to leverage the key features that we've gone through over the past week. So you can have customization meaning you don't have to develop everything from scratch. So you're able to leverage that power of DHS2 but then beyond that in using a custom app you extend the capabilities of DHS2 to fit various use cases. And the custom apps can be handled in different ways. So some country teams or organizations do have developers on their teams. So in such cases you can develop your own apps or where you're unable to you can link up with other DHS2 teams like the other Hisp nodes to get some assistance. But also even where you're able to develop your own apps it's best to first check whether they aren't any already existing apps that you can leverage because I think one key thing with custom apps is that if you use other custom apps that have already been developed and fit your use case then you'd be able to save development time. And I think in our case for the work that we've done we've benefited quite a lot from using custom apps from the community. So where you want to search for these custom apps on the DHS2 website is the DHS2 apps hub. So there you can see custom apps that others have developed and posted there. So in cases where you have capabilities but the apps are not readily available then you can go ahead and develop your own apps. So just go through a few custom apps from different country use cases to see how custom apps can help you to get functionality that you can't get out of the box when you're using your DHS2 tracker as you downloaded. So for example what you see currently on your screen are two vaccination certificates. So these are being generated from custom vaccination certificate apps. So the one on the left is from the Republic of Vanuatu. So it's a custom app as you can see it's presenting data in a way that we haven't seen when using the custom DHS2 apps. But in presenting this data so what the app is doing is to get data that's already been configured within the DHS2 COVID vaccine apps and then getting that data and rendering it in a custom way that's not already supported but still leveraging and building on the DHS2 tracker app. And on the right hand side you do have also that other certificate. So I think that's for the team in West Africa so they developed that app. And one thing that you can see here is that both of these apps are COVID-19 certificate apps but they have a different look and feel. So this is also the flexibility that developing custom apps allows you. But at the same time I think going forward it's also possible to leverage the various efforts into developing a more unified app that can serve medical context. So I think you also as I've said have a feel of the Uganda and Tanzania COVID certificate apps during the course of this afternoon. Another custom app that leverages DHS2 tracker is the COVID-19 relationships app. So it analyzes your relationships so for COVID-19 index cases and their contacts. So the app that you see on the screen I think it's developed using R and outside DHS2 but links with the DHS2 tracker to get the data and then do the analysis as required. Next we have this relationship mapping app. So this app is available on the DHS2 apps app and we'll look at it. I think you possibly have a feel during the course of the presentation. So what this app does as well is do map relationships based on your definition of those relationships based on what exactly it is that you're interested in. So on the app as you see you can let's click on the nodes. So the nodes represent entities that you're mapping and then you'd have a pop-up or further information about that entity and then you can also choose to open details of that particular entity in the tracker capture app. So and here we also have another custom app which is now doing contact mapping. So I think like from the presentation yesterday you saw that there was this layer and it was indicated as an experimental layer. So that functionality is building on from these sort of custom apps. So you can start with developing custom apps like in this case mapping cases on a map and then that functionality can eventually also make it into the mainstream DHS2 platform if it's seen as a beneficial, a wider set of people. So I think that's it. Now that is the case with this particular app. Okay. So in some cases you may also want dashboards that present data differently from the inbuilt DHS2 dashboards. So this is a dashboard from Lau. The presentation here does not represent the exact disease burden but it serves to show that you can implement your tracker programs in DHS2 as we've seen but then develop your own custom apps for the dashboard to present the information in a way that you'd want to present that particular information. So this is what we see here. So that's about it. So next to look at some of the custom apps. So I'll do a switch. Any questions so far? All right. So go ahead and look at the relationship mapping app. So I'll show on the screen. I think there's a link posted in the chat for the demo instance which you can follow. So as I said, you can get also some apps from the DHS2 app but this has already been installed on the instances that you will be using. So when you go to the instance, you'd have this relationship tracing app. All right. So when you open the app, there is a visualization already created. So it would show there. But if there's no visualization set, it will say no visualization and then you'd have to add new. But even when you have an existing visualization, you can also create new visualizations by creating a new visualization. So I'll first open this index case constants. I'm in context which I created earlier. So essentially the way the app works is that you create a mapping of relationships based on relationships defined on your system and then you select a period for environments that are supposed to be used in that visualization. So I think I'll go to edit to just show you the steps on the other side in terms of what can be done. So when you want to create a relationship mapping, there are a series of steps that you'd have to go through. So first you have to give your visualization an M. So like in this case, we're calling it index case contacts because we want to link index cases to contacts. And then next you have to select the relationship that you want to use. So on this instance, I think we only have this relationship has been in contact with defined. And next you add templates. So the templates would be used to define the mappings that you're seeing on the relationship mapping visualization. So at the very least, you need at least two templates. So to create each of these, you tap on like a template. So when you create a template, you have to give it a name. So in this case, we have this one called cases. And then you have to link it to a program. So we're saying we're linking it to the program case-based surveillance. But if we had wanted something different, we would have mapped it to any of the other programs. And then you can also tap on the same template to create the second template. So here we have the other template named contacts. So you can also change the colors used for the template in the visualization. And then you also map that. So you can see that for the contacts, we're mapping that to the COVID registration and follow up program. And then if you want to display some information about the track entities, you can enable this show node label. So for example, if I activate that, you see it activates this node label attributes. So then from there, you can pick whatever attributes you want to display in the visualizations. So in this case, I don't want to display anything. So I'll deactivate that. And then the fourth step is to map the relationships like from which track entity to which track entity do you want. So in this case, we want to map our cases. Yeah. So you can see here it says template flow and want to map our cases to contacts. So on the from side would have cases on the template to then we'll have the contacts. And on step five, you can choose on whether you want to use, I mean, to hide instances that have no relationships to show them. If you leave it blank like that, then it will also show the instances that have no relationships. Then you can also, if you want to use bidirectional arrows. So in this case, I'll leave it, let's say with that it should show even the instances that have no relationships. So you can save. And then the next step is for you to then choose the period that you want to use for the environment. So the start dates and the end date for the environment that have to be used in the visualization. So and then you can click update. So it's building the relationship graph, but it says the 1301 cases and a hundred and forty one contacts. But within the period that I've chosen, these are not mapped. So you can see that I think at the center of the visualization, it seems there's a red if I may call it that a red dot. So that's the only instance where we have the mapping. So instead of showing, let's say everything, if I were only interested in the mapping, then I can go back to the edit and then say hide instances with no relationships. So and then serve and update. So in this case, then I would only have that mapping where we have the contact. So as I said, also when you tap on the contacts, the app brings you the further details about that contact and the program to which they enrolled. So if we look at the case, you see it's coming from the case based surveillance program. And should you wish you can also click on open in tracker capture to look at further details in relation to that particular tracked entity instance. Right. So I think that opens in a different window. So let me just check that. But that's essentially what the app does. It would open the details of that instance in a separate window. So you can also go ahead and try that. Oh, are there any questions? So you have any questions? All right. So next to also look at the, or I can give you a few minutes to have a feel of the app. So when you're done, just give me a thumbs up and then we can move on to look at the COVID certificate apps. All right. If we together just throw a thumbs up in the. Maybe a question. Yeah, sure. So when I did that, I can only see the two red templates. I'm not seeing the relationship between a red and a blue. Why is that? When I finish. Okay. So the likely thing is that in the period selected on that instance, the, there is no data on the relationship for, for the contacts that are mapped or alternatively you can, I think also check the mapping of the relationship template. To see that, let's say the one on the, the cases is being mapped to, to the case based surveillance and the one for the contacts is being mapped to the contact tracing and follow up instance. If possible, if possible, I can share the screen. Oh, possibly. Yeah, you, you can do that. Or we can. Yeah. Okay. Just, just check at this. Yes. So yeah. Okay. Well, possibly what we can do can go through the other apps because I think there's also some recap to be done. And then you can just post it on the, on the Slack and then I can follow up. Okay. Thank you. Thank you. Sure. So I think next to look at the, the COVID certificate apps. So to have prosper use either and prosper and the teaser team. Yes, we are here. Thank you for the presentation. And we can now hand it over to Walter Faustin from the minister of healthy. So that he could walk us through on different COVID apps that I've also been using. Over to Walter. Thank you. She introduced me. And then was Walter Mike on this hand. I'm looking at the government of course from many so far. And one of my very key responsibilities is to oversee the development and implementation. Of ICT initiatives. In the sector in the health sector. So let me, let me share my, my screen. Share screen. This one. I think all of you can see my screen, right? So in Tanzania, what we are doing so far. We are, we decide to use trucker into three different scenario because the main scenario is COVID. But in the COVID we decide to come up with like three customized application. So of course all of them, all of them we are using the same trucker. One is called the very famous years for the team of COVID. Of which anyone who want to travel outside the country. They must undergo COVID tests. So they are using these customized portal application. To book. For the date. And of course place. A facility where they want to go take this. COVID testing. Then after booking. I can demonstrate to you. Just feel after my, my, my, my. Narration of course. Once they book they receive. They receive control number. Of which year in Tanzania all government team payment. Is supposed to go through our government electronic payment gateway. So they receive a special control number. Which we are going to pay. After pay they are going to take tests. I mean to collect sample testing for the testing. Then track out of course. Our staff that are using trucker. They are using to clean the results. Then. Traveler will. Receive. His or our results via SMS. And email. Once they receive the results. Of course that's coming in. In a link way. So once they click the link. Certificate will pop up. And they can use that certificate for their travel. Papas. So then this certificate. What is the special QR code. Which contains special. I mean, which contains some details of. Of. That's a ticket. So. This is just a photo. Of special app that is customized. And it's going. I mean. Feeling of. Push data to track. But track. Green. Each and everything. So this is. And we have got. Booking tests. And that. So. And this is for public. So they just came there. Passport. This is that dummy. Passport number. Then they search. Why do we say to put such. Because if somebody is already. In the system. The system will. Pop up that. This is. The system will. Pop up that this. Booking is already there. So they select. Region. Of course. Hospital. And the debt. And they will. Feel. Other necessary information. Like. When do they expect to build this test. They are sitting. Of course, all the information. After feeling. Does this. This pattern. Which now is fainted because. I didn't feel some of the information. But one day from is already filled. This button. Will be. A minute. Blue. Click and information now. They will be pushed into. So let me go. To the manager portal. To the manager portal. So. So. So. So. So. So. So. So. The information. So. The information. To the manager portal to the trucker now. To the trucker now to the trucker to the manager portal. This one is called the copy. Booking. So. Sorry. Okay. So once anybody booked. Manager now. Through the trucker they can see the details. whatever they're supposed to do, for example. For this one, you can see if somebody is already paid, this one will be started as paid and they can continue with other actions, like take sample after they are putting results. But through here, they can even edit information, personal information, for example. If there's an enemy stick, they can edit the main, or other information, so-called. Then once they fill or inter-deserts, then trucker now will send the, or system will send the SMS to, SMS and email it to travel. Another one is called the Afiam Safiri, Afiam Safiri, this one. This one is now already mentioned, or of course it's already mentioned to all airlines. Now here, if you want to come to Tanzania, you will not be able to check in without filling this form. Before the surveillance form, but we decided to build on trucker, so there's a surveillance form. We are using almost the same way, you just key in your passport number, then the form will pop up. So traveler must fill this form, of course, with the mandatory fields, and the other fields which are not mandatory. After filling the form, they will get control number. For the country that is already declared, that it has got high, I mean, high infection, or of course, high probability of getting COVID, then they will pay it online, or they'll cover once in Tanzania, they will pay. And the same way as we did in, as I said before, in COVID, after taking some point, the results will be read, then there will be email and SMS. And let me concentrate to this one, it is called the Changio COVID, this is for vaccine. And I just want to stay here for some time, I think I don't know how many minutes you are in. Like five minutes, right? Yeah, five minutes. 10 minutes, there are very much. Let me concentrate with this one. Now, this is special for vaccine. Of course, it is written in Tanzania, I mean, in Israeli, Changio COVID, Changio means vaccine, vaccination. So this photo is for public, they just came there, we have got many kinds of, we have got many types of ID, IDs. They can use my passport to anyone, NID. And of course, we've got even the one called the other, because in Tanzania, some of our citizens don't have even ID. So we try to accommodate them also. So for example, passport and the key, let's say, fire number, then form will pop up, the key, the information. And this one is special for booking, for many for vaccination. So if you want to go and take your vaccine, you need to go to this portal, feed your information. I'll show you, like, yeah. Thanks. Rea to Zorio, please need to be at least. Most of the vaccinations of vaccine, they require people, person to be above 18. The foundation's name, gender man. So these are very common information that you need to fill. And you must fill the proper, the proper form number and email so that you can get the confirmation message. And once you already see your vaccine, vaccine, vaccination, then you will see your results, I mean your certificate via email and the SMS also. So this is the vaccination date today. And what we did so far, we, of course, we've got all the regions. So once you select the regions, it will pop up, the next field is going to be district, respectively to the selected region, the same way to facility. So after finishing filling this form, the client, you normally call them the client, they will receive SMS of, which is like booking, verification, booking directly, they'll be informed that you managed to book for vaccine on this date, this facility. I mean, this region, this facility, this is like a summary of the information. Then in DHS, now Tracker, we already have these customized applications. As I said before, there are three, we have got COVID booking for travelers who are traveling outside the country. We have got traveler booking that this is for travelers who are coming in the country. And now we have got change of booking for vaccination. So once, so we have got managers, who are many managers or health workers who are already defined, predefined that this one they are dealing with travelers or this one they are dealing with vaccine. For example, for this one, of course, because I'm there, because I'm a super user, I can see all of them. So this one is vaccination or vaccine manager. So health worker will see all the, I mean, all people, clients who booked for vaccine in respect to these facilities. For me, of course, I can see the entire country. So we can search, let's say, we can search for Walter tests. We can search via ID, reference called the, first name or surname, let me use test, let me test the, let me search your surname, just test. And now this is, you can see Walter, whatever is that my information. After clicking, they're coming this page which we have got two cards, we call them cards, no process. We need to do a clinical assessment. Then after clinical assessment, then we are going to do the actual vaccine, vaccination process in the system. But of course, after vaccination, after the physical thing is done, then they come to the system, right? So for this clinical, it's just simple because they are very pretty, they are non-pre-defined questions. They observe, of course, they can see the clientee. Let me do this one example. Then they are going to this page. We have got all types of vaccination in the country for this COVID. So for example, I can select JJ. And if you select any vaccination, any vaccine, there are some fields that are going to be predefined, pre-filming, pre-filming, okay? For example, Johnson, once you select Johnson, you mean if a manufacturer is Johnson? Those number one, batch number you selected. Then vaccination date, the system will give you, according to the book, it will check it, for example, you book it for today. So it means you're supposed to get vaccination today or tomorrow, because it's today, then you support it, it will pop up, it will give you the current date. For example, this one, then you save. Isn't this, no, it can't be there. Yeah, you can see it from your screen, right? I think everybody can see my screen, right? Yes, we can see. Yes, we can see. So after completing this vaccination process, immediately, a client or somebody who is vaccinated, he or she will receive SMS of the SMS which contain link of his or her certificate. And certificate is like this one. So they will see link, what they click, that link via whatever design device, with mobile phone or computer, it will pop up, once they click this link, the certificate will pop up. So this certificate is, they can print or they can save it anywhere, they have PDF or whatever, for their user, it depends, they use it, of course. Some of countries right now base, they want to get this certificate to verify if you're already vaccinated, if you already received your vaccine. Then, if there's something wrong with the network, the system also, if a client does not receive SMS, there is this button for the sender, they can send this link also. For example, he or she lost her phone or whatever, in any hour, we can change the phone number, we can edit and we can send the link. So, but this is all that we are doing all this in trucker. So many, the trucker doing all this work. So far, we already customized according to the needs of what we want to do. My colleague here, she tells me that I've got three minutes, I think I can end it right now. Maybe, I don't know, if there's time for questions and discussions, I'll be around. Thank you very much. Yes, thank you very much for the presentation. So I think that emphasizes, you know, that you can do a lot with trucker through the use of custom apps. And I think from this presentation, we've seen examples of apps sitting out on a DHS2 instance, but linking up with the instance and using trucker data, or apps installed on a particular instance and directly connecting to the trucker. So I think we can take one question in the interest of time and then I'll just show an app from the an agriculture use case and then we'll move on to the rest of the agenda for the day. So, yeah, so thanks, Water. You may end the screen share. All right. Sorry to won't get it. Yeah, sure. Before we move into agriculture, if we can give Prosper very few minutes to walk us through on the COVID path from Uganda, it's not going to take much of the time. Then once we can proceed with the agriculture path. Yeah, that's great. Prosper. Okay, yeah, thank you very much. Yeah, thank you very much to Ong and the Minister of Health and for sharing this. Yeah, but what I'm going to share is related to what the previous presenter shared. And again, Aditya, if you can make me a co-host, then I should be able to share my screen on there. Okay, good, good. Okay, so I want to take a lot of focus through the process of data entry. So this is a public portal. I'm just sharing a public portal that is used by any vaccinated garden to be able to access their certificate. And this will depend on, of course, the vaccine if you're going for a one dose vaccine. So it will be very worth your thinking into your first dose, day and day. If you are for the two doses, then you have to wait until you do your second dose. And after the second dose again, it will give you 14 days before you can be able to access it. So what the public is looking at every day is in the streets of the screen. Yeah, so I'm going to take an example of a person who is registered. And quickly just show you, we just also basically collect the best information in your vaccination card number, who you are, your registration number and your phone number. So what is very key is that the number you provide during your vaccination and your phone number should be your key to getting your certificate. And again, we will see that for those who will be able to be eligible for the certificate, they will go to this public portal. This is a demo site here. So public portal and then what you'll be asked to do is loading, of course, read the information which we rarely read, but you'll be requested to supply your registration ID that you did vaccinate with. And also the last six begins for your phone number to be able to generate your certificate. So I'm going to take an example of say somebody just come in here and say my registration number is that, and then my phone number is one, two, three, one, two, three, and then try to generate a certificate. And so what this is doing is checking into the registration, the vaccination registry to see if you exist. And then for example, that particular number was not there and you'll not be able to get your certificate. But we have this refilled form that you can be able to provide information for the central customer care team to look at your detail and see if you have challenges with your certificate. But let me quickly just to show you how you can be able to generate a certificate that already exists. So meaning that this person will either receive that certificate and after 18, after a couple of weeks, he was able to receive the second dose and after 14 days is coming out to receive their certificate. So you just have to input your ID the way it is captured. It doesn't tell that it's your upcase or outcase. Then you put the first, the last six digits of your phone number that you used at your destination. So this is the particular person. Then we also have this, at some point you may generate a certificate or you may generate a certificate and you see your date of birth is not collected because that has to match really with your passport because the certificate is used along with the passport. So you can be able to update your vital information by yourself, again, self-service. But let me generate a certificate. Now what string is trying to go and query the tracker that has been entered and then we'll be able to produce for you a certificate. So this is our certificate. You will see it has a unique identifier that is assigned to the system. Then it has the card, which is the paper that you go with. Your names should be appearing here and your identification number should be there, your date of birth. And then clearly I show in the two doses that you have received and from where and from what batch, what vaccine, the manufacturer and also the facility or the place where you received it and in the display. So for both those one and those two and this will only be generated for if you have the two doses. Then we have a QR code that of course has information about yourself, very limited information that when scanned again, we are able to verify from the system again if this is a genuine certificate. Should you find that your date of birth was long-term which happens in some times because the entrance could have estimated the date of birth by putting in the year. You can be able to come here and be able to change it to specify your date of birth properly. Then you submit and the system will get updated and then you can be able to regenerate your certificate. So basically this is as simple as that and this you can read same on your phone and then you will be able to scan this certificate QR code and then the QR code will be able to link with the national registry and verify whether your record exists and now bring more information to the verification point of entry. Thank you very much. This is basically again promotional data used for the tracker. Here we can see that we are even going beyond and bypassing the logins and so on and be able to have the public be able to serve themselves with the certificates. Thank you very much. That's all from the quick demo around the certificate in Uganda. Thank you. Thanks a lot, Prosper. That was quite insane as well. Please go ahead, Aditya. Okay, please proceed forward. All right, sorry. Okay, yeah. So saying that also just emphasise quite well how using custom apps we can fit particular requirements for different countries. So I think I'll go ahead and just show one simple app to from the agriculture sector and then we'll move on with the rest of the agenda for the day. Okay, so like the agriculture use case as I say to think in the webinar is that each year, at least for Malawi, you have what are called agriculture production estimate salaries. So where the country across all districts and levels of service delivery would look at what farmers are producing to determine whether the country is going to have enough food or not. So for this, this is a sample-based survey. So when you look at, let's say the functionality out of the box with the data is too, you can't get a sampling out of the box. So for that purpose, we developed some apps to facilitate the sampling. So like on this instance, we have like what's called the district block sampling app. So the blocks are organisation units like in agriculture. So the lowest level would be a block and then we also have a household sampling app for sampling households. So I've got to be district block sampling app. So at the moment, this is attached to a particular district. So like for use by a district level manager. So what you have here, like on the left is the organisational hierarchy below the district. So the EPA is an extension planning area. So the next immediate lower level after a district. And then EPAs are subdivided into sections, which are then subdivided into blocks. So at the lowest level, typically each section has eight blocks. So normally with the sampling, the sampling about 25% of the blocks in a section. So to lessen the manual work that we did at this app. So at the moment it's tied to this, but it can be easily made customisable. So that for example, one you can pick the sample, the interval and the starting point. So a quick generate to generate, let's say a sample that then frontline workers can use to get their work. So someone sitting at the district level would generate that and send this list of sampled blocks to the frontline workers to guide their work in terms of where exactly they're going to collect their data. So what you see here is that for each section, there are two blocks that are sampled. So from the stats says we have total of 836 blocks and the sample is 209. So it's using an interval of four and the starting point of two. So the starting point is sort of like a wild card to say from which serial number, like here, are you going to start with the sampling? So then from that you'd apply an interval of four to select the next block and so on and so forth to generate that. So from that you get this list on the left. So the names and also the system IDs. So for that list, one can then download that as a CSV file so which you can open in Excel. And yeah, like that. Mato, please mute your mic. Yeah, so one other thing that you can do with this app, you have this assigned button. So for Tracker, when you've developed the programs, you have to assign them to the organization units that you'd want data to be collected for. So with this app, we have maybe 20 something forms for this gradual production estimate service. So instead of people manually assigning those forms because you'd only want to assign the forms to only the sample blocks, not just for data quality, so that people who are not supposed to run the sample are not entering the data. So also clicking on this assign will then automatically assign required forms to these sampled blocks. So that way it means only the forms will only be available to these blocks that are going to participate in that sampling activity within this particular year. Okay. Yeah, so, you know, so I think I'll stop there in the interest of time, but there are also other apps. So for example, one thing that we've seen in the configuration of Jesus to trucker is some tasks are repeatable, but they take a lot of time. So like you can develop custom apps for that. Like we have an app for generating program rule variables. So you can generate maybe all the program variables at the click of a button. Yeah. So I think I'll stop there for the day and then thank you. Yeah. So are there any questions? We can take a question. Otherwise I'll hand over to Hadija to continue with the rest of the program. Maybe to engage. Yes. I have put the question on the slack, but I can also try for my using. So my question is, are this the sampling frame that you showed us and the list I mean the sampling hierarchy and the organizational hierarchy and the instance are they aligned? Oh, sorry. I was muted. So speaking was muted. Sorry. Yeah. So the something up just follows the hierarchy. So you can change to say, let's say what hierarchy level you want to use for the sampling. So for the specific app where I showed you, the work is performed at the lowest level. That's the block level. So that's why we're doing the sampling at the block level, but it will follow through from the district and then show you the block level. So it follows the actual hierarchy. I don't know whether that answers your question. Yes, that answers. And the other question I have is if you have like, for example, we have a group organizational group and you want to take a different sample from the two groups. Does does up or do that? For example, they are in your in your example, for example, there are certain units where you have separate investment or intervention. And the other group, that type of study, you need a proportional sample from the two groups. Can we do that? Okay. So in its current form, the app doesn't do that, but that's possible to do. So you can pretty much with these custom apps, you can work with all the kinds of metadata that you have within the HHS too. So for example, I think one other app that we didn't mention, which we have is like just managing, let's say like user accounts. And like assigning forms to users based on groups. So there we utilize user groups. So it's possible in short to sort of like tweak the app so that you can use groups and provide some criteria that you're interested in. Yeah. Thank you. Okay. Okay. So that's the way of today, the last day of the academy. And once you're through with submitting the day's attendance, please go to the feedback and also provide the final feedback of the academy. Please make sure you provide your feedback because due to your feedback, it's when we can see how best we can improve these course trainings and of course plan beta in accounting trainings. So make sure that you provide your feedback. We have five minutes for that before we move into the last part of today's session. We really appreciate. I know we started as a big number right from the registration. We started almost to a tune of 200 people expressing interest to be able to participate in this academy but as a leader we'll give you the statistics of all that were accepted. I think we were able to come down to almost 80 or 70. But because of the challenges with work and program connectivity and commitments, we've seen quite a number of people dropping down but we do really appreciate. First of all to the Kisput and Anian team for organizing, coordinating this academy. Special thanks to Alija who has been behind you, responding to all your emails. Ever since we started planning this academy, we do appreciate that. Again to the Kisput and Anian management, one of the Kisput groups within the South and Eastern Africa who as we all know during our rotation or academy hosting did accept to host this academy and will deliver it. Special thanks also to the Kisput groups that have come both physically in the Al-Assalam as you can see in the room to be able to see how to facilitate this academy but also move on collaboration and coordinating and planning for the next academies we shall have in the 2022. So you need to look out for our upcoming academies especially in the region so that you can be able to participate in the areas where you would love to further build and enhance your skills in the DHS to use. So special thanks to the Kisput Uganda team that is here and back in Uganda that has been for a week. Special thanks to the Kisput Uganda team that both were physically here and also back home. Special thanks to our other Kisput groups Kisput Kenya and Kisput Malawi who have already been online all the time and most of you may not be even aware that this academy was not running for the three hours that you've been on so the team starts early and sleeps late trying to really review your comments and also planning these academies. Approaches will be given by our host team and here we're looking at his plan here for all the things that will not go well I will leave that up to us. I want to congratulate all of you I know by the fact that you've been able to go through the five days it's been a great achievement both on your side and also on our side we really want to appreciate all of you especially the ones that are still with us the 50 plus and the still nine for all the dedication, the time you put in this and I do hope that what you've been able to learn during this academy will be utilized. Again as a DHHIS2 community we don't want to stop at academies I would really encourage you that you go ahead and sign up to the community practice and we could be able to keep interacting and chatting with you in case you experience any challenges as you use DHHIS2 I do encourage and urge all of you to really join the community practice so that we can continue from here I also encourage you to follow up on the social medias on the DHHIS2 very active Facebook page it gives a lot of information that talks about what is being done with DHHIS2 and how you can be able to use it differently and lastly I also encourage you to subscribe to our monthly newsletters that do bring us some of the work and the presentation that are going around in the countries but most importantly on the enhancements and the improvements in the DHHIS2 you will be able to see that every time DHHIS2 is released they are quite good functionality for some of you have not watched the space 2.37 is out with great features especially in the data use so take time to look at that with those few many words allow me to really stop here and thank our facilitators the course materials has been all behind we may be seeing a small group here but behind all this it's been many man hours of trying to bring this academy together so all the best in using the e-draising and using the information that you have learnt and also please keep giving the feedback in terms of what improvements you want to see so that they can be considered in the next DHHIS2 development otherwise to the team in Tanzania San Desana and we hope and wish to commit that we will keep working as the DHHIS2 community in East and Southern Africa to deliver the best of what we know and what we implemented thank you very much and I will pass it over to our host Dr Wilfred Senyoni to also give the remarks and officially close the academy thank you very much Dr Prosper Dehumbeza for those nice words you have covered most I would say all of our issues which are necessary on this closing stage but nevertheless let me also thank everyone, especially our participants who have been very active throughout the five days of the academy but also the two days of webinars which we had last week we started with a big number but at least I have seen that at least 50 participants had attended the exam so that's a good number which I would like to take an opportunity to thank you all to attend I see other participants actually either on the lab or in the office right now attending this particular academy while you are doing other work so that shows the energy the level of effort which you have put through attending this academy so we thank you for that energy and level of effort and also as Prosper said we hope that the knowledge which you have generated or gathered here you are going to use it in your own organizations in your own implementations and whenever you need support the HIST community is there for you or you are welcome to share your experience but also your questions to the community and the community the large community of HIST will see how it can help you out so that's one but two I would like also to thank this team of facilitators here who have traveled some have traveled the whole night to be here in Tanzania and the Muslim even during this pandemic times but we have seen that this is an important event where we can meet around you know lock some heads and also provide you know provide this academy to you all guys so I would like to thank all the facilitators who are here physically from his Uganda but also I would like also to thank our facilitators who have been you know facilitating virtually and they have been our quality checks control in terms of what is going on here so team HIST Malawi and also HIST Kenya and the facilitators from his Uganda who are remaining in Kampala so that's one thing I wanted to add so we would also like to thank some of the members from University of Oslo who have been part and parcel of this facilitation process the first day we had a couple of team members from University of Oslo but throughout this whole academy we have been collaborating with University of Oslo to make sure that we deliver quality training so we would like to take this opportunity to thank them to to be with us and also to collaborate with us in organizing this academy and delivering this academy in this way so we would like to take that opportunity otherwise I think the time has gone by we would like to say that we are not really closing this academy yet to the next one and please keep tabs to the our DHS2 Academy page there will be a lot of academies from next year where the team will be planning so please keep your sights on this particular DHS2 webpage where you will see what we have planned for East, Southern and Africa in general so with that I would like to say thank you very much and we let me first of all welcome Adija before we close officially officially close but Adija is our academy coordinator if she has any final words before we finally close the academy Thank you Wilfred and thank you everyone for joining us for all the days we are scheduled for you to be with us so that we could have the training I would just have to let you know that for those who did not manage to take the exam today due to any of the reasons please kindly drop an email to us and we can see how best we can accommodate you so that you could also take your final assessment Thank you Adija our fearless academy coordinator yes we would like to thank Adija for coordinating this and putting this together she really has worked hard to make sure this academy becomes a reality so thank you Adija for that effort you have put in so without further ado please let me do you want to hear one final word participant before we close do we yeah I see Freddie Luema clapping do you want to say anything Freddie before we close yes Freddie I just want to say thank you for organizing this training and I was wondering when do you plan to arrange for the configuration academy the one for track yeah so that we could be somehow complete when it comes to track and knowledge thank you thank you Fred the regional team is going to sit around in the couple of next coming weeks they will deliberate on the coming academies for 2022 and these academies will be posted on the DHS2 web so we encourage you to visit that particular page you know and get the information for the latest academy especially that DHS2 track configuration because we also see that there's a high demand of this particular academy so we look forward to post this information soon in our DHS2 Academy page also we might also communicate this to our participants if that is possible through our academy coordinator so please keep in touch on our DHS2 academy web page just a little bit of prolonging maybe just one facilitator from virtually if they can say one final word before we close we have Tiwonga from Hisp Malawi yeah thanks everyone thanks the Hisp teams in DAA thanks for the hard work you've put into this and also for the participants I think thanks for the hard work I've loved being part of this for this week also learning from the various experiences I've also picked a few nice new things and also made some new contacts as well so let's keep in touch and looking forward to more fruitful collaboration going forward so thanks everyone thanks Dr Tiwonga thank you everyone and this is from us here in the Breslam saying bye bye bye bye thank you guys thank you thank you you can unmute you can do it yourself it is now open we're with you thank you bye thank you thank you