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Add AI-powered basic analysis feature for processing survey results

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Qaisyousuf 2025-08-28 12:11:56 +02:00
parent 3138a46bd3
commit 481b7797a1
9 changed files with 563 additions and 1 deletions
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51
Services/Implemnetation/AiAnalysisService.cs Normal file
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@ -0,0 +1,51 @@
using Azure;
using Azure.AI.TextAnalytics;
using Microsoft.Extensions.Configuration;
using Services.Interaces;
namespace Services.Implemnetation
{
public class AiAnalysisService : IAiAnalysisService
{
private readonly TextAnalyticsClient _client;
public AiAnalysisService(IConfiguration configuration)
{
var endpoint = configuration["AzureLanguageService:Endpoint"];
var key = configuration["AzureLanguageService:Key"];
_client = new TextAnalyticsClient(new Uri(endpoint), new AzureKeyCredential(key));
}
public async Task<DocumentSentiment> AnalyzeSentimentAsync(string text)
{
var response = await _client.AnalyzeSentimentAsync(text);
return response.Value;
}
public async Task<string> GetRiskAssessmentAsync(string text)
{
var sentiment = await AnalyzeSentimentAsync(text);
// Simple risk assessment logic
if (sentiment.Sentiment == TextSentiment.Negative && sentiment.ConfidenceScores.Negative > 0.8)
{
return "High Risk - Consider follow-up";
}
else if (sentiment.Sentiment == TextSentiment.Negative)
{
return "Medium Risk - Monitor";
}
else
{
return "Low Risk";
}
}
public async Task<List<string>> ExtractKeyPhrasesAsync(string text)
{
var response = await _client.ExtractKeyPhrasesAsync(text);
return response.Value.ToList();
}
}
}

11
Services/Interaces/IAiAnalysisService.cs Normal file
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@ -0,0 +1,11 @@
using Azure.AI.TextAnalytics;
namespace Services.Interaces
{
public interface IAiAnalysisService
{
Task<DocumentSentiment> AnalyzeSentimentAsync(string text);
Task<string> GetRiskAssessmentAsync(string text);
Task<List<string>> ExtractKeyPhrasesAsync(string text);
}
}

3
Services/Services.csproj
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@ -7,8 +7,11 @@
</PropertyGroup>
<ItemGroup>
<PackageReference Include="Azure.AI.TextAnalytics" Version="5.3.0" />
<PackageReference Include="MailJet.Api" Version="3.0.0" />
<PackageReference Include="Microsoft.AspNetCore.SignalR" Version="1.0.4" />
<PackageReference Include="Microsoft.Extensions.Configuration" Version="9.0.8" />
<PackageReference Include="Microsoft.Extensions.Configuration.Abstractions" Version="9.0.8" />
<ProjectReference Include="..\Data\Data.csproj" />
<ProjectReference Include="..\Model\Model.csproj" />
</ItemGroup>

54
Web/Areas/Admin/Controllers/SurveyAnalysisController.cs
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@ -7,6 +7,8 @@ using Web.ViewModel.QuestionnaireVM;
using System.IO;
using Microsoft.AspNetCore.Authorization;
using Services.Implemnetation;
using Services.Interaces;
namespace Web.Areas.Admin.Controllers
{
@ -15,10 +17,12 @@ namespace Web.Areas.Admin.Controllers
public class SurveyAnalysisController : Controller
{
private readonly SurveyContext _context;
private readonly IAiAnalysisService _aiAnalysisService;
public SurveyAnalysisController(SurveyContext context)
public SurveyAnalysisController(SurveyContext context, IAiAnalysisService aiAnalysisService)
{
_context = context;
_aiAnalysisService = aiAnalysisService;
}
public IActionResult Index()
{
@ -115,7 +119,55 @@ namespace Web.Areas.Admin.Controllers
}
[HttpGet]
public async Task<IActionResult> AiAnalysis(int id)
{
// Get survey responses for the questionnaire
var responses = await _context.Responses
.Where(r => r.QuestionnaireId == id)
.Include(r => r.ResponseDetails)
.ThenInclude(rd => rd.Question)
.Include(r => r.Questionnaire)
.ToListAsync();
if (!responses.Any())
{
return NotFound("No responses found for this questionnaire.");
}
var analysisResults = new List<dynamic>();
foreach (var response in responses)
{
foreach (var detail in response.ResponseDetails)
{
if (!string.IsNullOrWhiteSpace(detail.TextResponse))
{
// Analyze the text response with AI
var sentiment = await _aiAnalysisService.AnalyzeSentimentAsync(detail.TextResponse);
var riskAssessment = await _aiAnalysisService.GetRiskAssessmentAsync(detail.TextResponse);
var keyPhrases = await _aiAnalysisService.ExtractKeyPhrasesAsync(detail.TextResponse);
analysisResults.Add(new
{
UserName = response.UserName,
UserEmail = response.UserEmail,
Question = detail.Question.Text,
Response = detail.TextResponse,
Sentiment = sentiment.Sentiment.ToString(),
PositiveScore = sentiment.ConfidenceScores.Positive,
NegativeScore = sentiment.ConfidenceScores.Negative,
NeutralScore = sentiment.ConfidenceScores.Neutral,
RiskAssessment = riskAssessment,
KeyPhrases = keyPhrases
});
}
}
}
ViewBag.QuestionnaireName = responses.First().Questionnaire.Title;
return View(analysisResults);
}
}
}

71
Web/Areas/Admin/Views/SurveyAnalysis/AiAnalysis.cshtml Normal file
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@ -0,0 +1,71 @@
@model IEnumerable<dynamic>
@{
ViewData["Title"] = "AI Analysis Results";
}
<div class="container mt-5">
<div class="card" id="Errocard">
<div class="card-header">
<h3>AI Analysis: @ViewBag.QuestionnaireName</h3>
</div>
<div class="card-body">
@if (Model.Any())
{
<div class="table-responsive">
<table class="table table-striped">
<thead>
<tr>
<th>User</th>
<th>Question</th>
<th>Response</th>
<th>Sentiment</th>
<th>Risk Level</th>
<th>Key Phrases</th>
<th>Confidence Scores</th>
</tr>
</thead>
<tbody>
@foreach (var item in Model)
{
<tr class="@(item.RiskAssessment.Contains("High") ? "table-danger" :
item.RiskAssessment.Contains("Medium") ? "table-warning" : "table-success")">
<td>@item.UserName</td>
<td>@item.Question</td>
<td>@item.Response</td>
<td>
<span class="badge @(item.Sentiment == "Positive" ? "badge-success" :
item.Sentiment == "Negative" ? "badge-danger" : "badge-secondary")">
@item.Sentiment
</span>
</td>
<td>
<span class="badge @(item.RiskAssessment.Contains("High") ? "badge-danger" :
item.RiskAssessment.Contains("Medium") ? "badge-warning" : "badge-success")">
@item.RiskAssessment
</span>
</td>
<td>
@string.Join(", ", item.KeyPhrases)
</td>
<td>
<small>
Pos: @item.PositiveScore.ToString("F2")<br />
Neg: @item.NegativeScore.ToString("F2")<br />
Neu: @item.NeutralScore.ToString("F2")
</small>
</td>
</tr>
}
</tbody>
</table>
</div>
}
else
{
<p>No text responses found to analyze.</p>
}
</div>
</div>
</div>

1
Web/Areas/Admin/Views/SurveyAnalysis/Index.cshtml
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@ -35,6 +35,7 @@
<td class="text-end">
<a asp-action="Analysis" asp-route-id="@item.Id" class="btn btn-info btn-sm"><i class="bi bi-graph-up-arrow"></i> Analyzer</a>
<a asp-action="AiAnalysis" asp-route-id="@item.Id" class="btn btn-primary btn-sm ms-1"><i class="bi bi-brain"></i> AI Analysis</a>
</td>
</tr>
}

7
Web/Extesions/ServicesExtesions.cs
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@ -87,6 +87,13 @@ namespace Web.Extesions
public static void MailStatConfiguration(this IServiceCollection services)
{
services.AddTransient<IEmailStatsService, EmailStatsService>();
}
public static void ConfigureAIAnalysis(this IServiceCollection services)
{
services.AddScoped<IAiAnalysisService,AiAnalysisService>();
}
//public static void MailConfiguration(this IServiceCollection services, IConfiguration configuration)

1
Web/Program.cs
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@ -38,6 +38,7 @@ builder.Services.ConfigureDashboard();
builder.Services.UserResponseConfiguration();
builder.Services.ConfigureOpenAI(config);
builder.Services.AddSignalR();
builder.Services.ConfigureAIAnalysis();

365
et --hard HEAD~1 Normal file
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commit 0792b1e1d5722dfb9e1bba65a0db15997a0c33df (HEAD -> main)
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Thu Aug 28 09:36:10 2025 +0200
Add AI-powered basic analysis feature for processing survey results
commit cf77b41da7cdaec857095b267768e34b74844841 (origin/main)
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Tue Aug 26 13:45:33 2025 +0200
Add database backup
commit 4019fc4a951599d7a4d96a3d2e1d37a7d8b9a144
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Tue Aug 26 13:42:26 2025 +0200
Improve frontend design and layout
commit 1b1a736f3f17af9cb700a8b0526bcd7ec1c34a41
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Mon Aug 25 12:19:43 2025 +0200
Improve dashboard to display real data
commit 43461bbb2bcac49f097023fff0d5c86c435fc6d9
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Wed Aug 20 13:29:10 2025 +0200
Add questionnaire status management with draft, archive, and recover options
commit b67eca07293ae7b2a67f7c6f720d7d28a83544f2
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Fri Aug 15 17:26:46 2025 +0200
Improve overall questionnaire design and user response experience
commit d9f9b600d7c4911abef12b917642c6f586c1e375
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Thu Aug 14 15:07:48 2025 +0200
Add 'Other' option to questionnaire for custom user input
commit 908e241fd8caeb70f840e70a61f3603526240a85
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Wed Aug 13 17:03:21 2025 +0200
Improve questionnaire UI for better usability on smaller devices
commit f6a03302fd7818623e69d24136c50883fc6219d7
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Mon Aug 11 18:06:13 2025 +0200
Add backend condition logic for user questionnaire submission handling
commit 2ce5b50c9702b0b2a3a6b366a8ebf5fc47a88c2d
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Mon Aug 11 11:28:32 2025 +0200
Add frontend condition logic for questionnaire
commit d1dfcdd2ba6295810c6a92105d4466efa9a40a74
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Fri Aug 8 17:21:29 2025 +0200
Implement condition logic for the questionnaire
commit 9bfed53e7164371d5bacad39a8e53bdff3603886
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Wed Aug 6 14:23:37 2025 +0200
Complete subscription and newsletter tracking for new emails in Danish
Implemented subscription and newsletter tracking with support for new Danish emails. All emails are now delivered to the Primary tab in Gmail for improved visibility.
commit 13bf203fe42182faaacca226e39ab21803097bc5
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Tue Aug 5 17:59:13 2025 +0200
Configure Danish response emails and optimize survey email template for inbox delivery
commit 24812a77fae855c8cdd27110340859a2cbb65bcf
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Tue Aug 5 17:17:06 2025 +0200
Configure mail services for primary inbox delivery in Gmail and focused inbox in Outlook
Updated mail service settings to ensure emails are delivered to the Primary tab in Gmail and the Focused inbox in Outlook.
commit 285eb3ce931ee870f44fb25b86b85ce6092909b8
Author: Qaisyousuf <mr.qais.yousuf@gmail.com>
Date: Tue Aug 5 14:22:48 2025 +0200
Update email services and improve email template in online survey project
Replaced the email service implementation and enhanced the email template design. The main email address for sending online surveys is now survey@asurvey.dk.
commit d06e0c5ba9b4235b8eafdf598914b00bf081805a
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed Jul 30 14:41:43 2025 +0200
add database backup
commit 196c6887a86769cea4e73db265af9c463b9603c0
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu Jun 6 15:24:04 2024 +0200
real-time notification completed
commit aacc23d5ef94ef12940a0cad863503372ca609ec
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sat Jun 1 21:04:36 2024 +0200
generate report for pdf and excel completed
commit 9c560a798caddf2f70e4ac7d11fcb949e7da5301
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sat Jun 1 18:38:06 2024 +0200
user response for all the survey completed
commit 1254366a650bbd9b2a86e9126907db23e63e3588
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri May 10 20:37:42 2024 +0200
Email tracking with IP adress completed
commit 8994421caf6f0ff4bec911ad49bbbb406844b678
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu May 9 19:14:25 2024 +0200
Real-time email event with charts completed
commit 4fb4e979e66d45fec42116fc7ca3e569d7e0d2e2
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu May 9 14:08:10 2024 +0200
Real time email event tracking completed
commit e80a2675e66485cec323bbae29040add4606867e
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sat May 4 20:19:22 2024 +0200
login functionality completed
commit d733b2cdb15b5b05a1999daec5f0e70f60c1ceca
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed May 1 17:51:38 2024 +0200
Sending the survey to multiple users created
commit 644893ded8ea1823cd67c5d973e55a0401985f36
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Apr 30 21:27:33 2024 +0200
survey analyzer completed for all types of questions
commit 5b49528a3329d28a3e655c1507a61d38ef3f9ebe
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Apr 30 14:28:32 2024 +0200
question type of image chart completed
commit d3a6fd4918ba517d9e18af6a9b97ae500ada6eaf
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Apr 30 11:30:33 2024 +0200
Survey Analyzer for each survey created
commit 181237e9ff666013e613cd698a3bca093e62d2c3
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Apr 26 11:40:27 2024 +0200
User response backend completed
commit 98ec7a656101ebb7e0640d160e057ea59ebdcb2c
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Apr 23 20:00:09 2024 +0200
All question type frontend completed
commit 1a43f8b456e885cd1a49911359da4ef23e6d7fed
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Mon Apr 22 18:11:10 2024 +0200
Image and Likret forntend question type completed
commit a29d11fbcd0a2c58789b623054e3543c5b0f78f6
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Apr 21 19:59:57 2024 +0200
ranking question type completed
commit 89182ca4695b2dc1378f59519b27081fe634269b
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Apr 21 16:29:41 2024 +0200
sliber question type frontend completed
commit ab3daa46f6d1f0a1a511833a424a6a4d02e4a4c4
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Apr 19 15:11:18 2024 +0200
Response questionnaire for multiple choice completed
commit 31faec4f73e0d78ad2b5e593e081ebe8e53e214d
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed Apr 10 19:26:03 2024 +0200
response frontend completed
commit a399126e3b736b9d2b6542795275dacb284f29f0
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Apr 9 18:42:29 2024 +0200
URL expiration method completed
commit 1f8eb6103c7b16cdcaa5ce3faaab8059da189331
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Apr 7 22:11:31 2024 +0200
sending email completed
commit 6bc624dd70382659de65e477eb66b66d9c285078
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Apr 5 17:29:05 2024 +0200
User subscription with newsletter completed
commit 46a75504d8297fb470ef09c999a93a336aa934c0
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Apr 5 17:27:17 2024 +0200
Subscription completed
commit 2a383d0c3d5f7535d2a58526d95ad8f731cc5659
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed Apr 3 16:40:00 2024 +0200
Subscription design completed
commit 2ebe7ad5b332f209ca6ea0ca19a0ff46b13c216f
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sat Mar 30 16:10:19 2024 +0100
Frontend design completed
commit 366f0c7bef1917c66470ebbbd04a6444d9e46e22
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed Mar 27 11:48:25 2024 +0100
Page CURD comleted
commit 57b89d6456377d02b4e65d43c4822f085c5b2f40
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Mar 26 17:51:26 2024 +0100
the questionnaire CURD operation is complete
commit 64280c893683dec81596c86198d267c4e799dfc0
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Mar 26 16:45:27 2024 +0100
Creating multiple question in the edit mode comppleted
commit 4b6f367545a69f25d1bf7f7b5048531ea1f891d7
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Mon Mar 25 09:53:39 2024 +0100
Create new question in the edit questionnaire created
commit 57ebc7119a8c9c1d79f7937080d17df52df031f5
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Mar 24 17:10:30 2024 +0100
create new question in the edit questionnaire is completed
commit 57a7e4619407c4ee55ffdaaf0c45d544b3b9760d
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Mar 24 00:53:00 2024 +0100
the deletion of questions in the edit mode
commit 3c5f0c7010325d4e2e6b483aa425ad7dee62fd51
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Mar 22 19:58:00 2024 +0100
the questionnaire create and save designe comppleted
commit a50d5eb24141398ac4adc2e8dfd8076ab0744e23
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Mar 22 10:32:56 2024 +0100
Edit question and Save question functionality added to the edit questionnaire
commit 729ffc869b0621c741f6be8b8ba2cd4f8e8ca9fa
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu Mar 21 16:19:27 2024 +0100
save and edit functionlity is enabled for the questionnaire
commit 69810186ebf1b77d9bcb554060f18cbb2a0e26cb
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu Mar 21 11:00:24 2024 +0100
Questionnaire details configured
commit 9938e696f6f6944396ca607cc4603238a35ddfea
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Mar 15 19:40:12 2024 +0100
the questionnaire with list of questions and answers added
commit f83d5c492b765285d38a5d740ee781151a32a4e9
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Mar 12 16:57:42 2024 +0100
the questionnaire mode CURD complete
commit 59d86a516e3c0737042e33c50bdf253b9bb83e21
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Mar 10 13:46:37 2024 +0100
the add method of questionnaire created
commit 78ed96237d788bbe27336cbdd07d49ce95d8f579
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Fri Mar 8 11:20:36 2024 +0100
Survey Models Created
commit 3a8f1405b5beeff4318786a534a8bbf8fa513b64
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Sun Mar 3 13:57:57 2024 +0100
config footer
commit 3b98fd109f2b7743ff11c7a47f05819614fb108c
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Thu Feb 22 16:46:42 2024 +0100
Banner CURD operation completed
commit 4a65418344d89789d5875e7871ce6371116569e9
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Wed Feb 21 18:35:32 2024 +0100
Banner with the CURD operation
commit 86d6e8c49d8ecb73b3df32c472fccf50999f531a
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Tue Feb 20 18:53:54 2024 +0100
Migration added
commit eac2a698bd5a68117649104e8c1d1f8cbcee290c
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Mon Feb 19 15:09:03 2024 +0100
Initialize project with basic structure and dependencies
commit cd2c1959aa6148a8d1cb35e669c0b38d1d3549fb
Author: Qais Yousuf <mr.qais.yousuf@gmail.com>
Date: Mon Feb 19 13:33:24 2024 +0100
SurveyVista initial