Youtube Channel Analytics Dashboard

using YouTubeAnalytics.Core;using YouTubeAnalytics.Models;
// Initialize the analytics clientvar config = new AnalyticsConfig{    ApiKey = Environment.GetEnvironmentVariable("YOUTUBE_API_KEY"),    ChannelId = Environment.GetEnvironmentVariable("YOUTUBE_CHANNEL_ID"),    RefreshInterval = TimeSpan.FromMinutes(5)};
var client = new YouTubeAnalyticsClient(config);
// Fetch real-time statisticsvar stats = await client.GetRealtimeStatsAsync();Console.WriteLine($"Current Subscribers: {stats.SubscriberCount}");Console.WriteLine($"Total Views: {stats.TotalViews}");
// Get historical datavar history = await client.GetHistoricalDataAsync(    startDate: DateTime.Now.AddDays(-30),    endDate: DateTime.Now,    metrics: new[] { "views", "subscribersGained", "estimatedRevenue" });
// Analyze top performing videosvar topVideos = await client.GetTopVideosAsync(    period: TimePeriod.Last30Days,    metric: VideoMetric.Views,    limit: 10);
foreach (var video in topVideos){    Console.WriteLine($"{video.Title}: {video.Views:N0} views");}
// Export to CSVvar exporter = new DataExporter(client);await exporter.ExportToCsvAsync(    "./exports/monthly_report.csv",    startDate: DateTime.Now.AddMonths(-1),    endDate: DateTime.Now);

// Scheduled daily report generationusing YouTubeAnalytics.Automation;
var scheduler = new ReportScheduler(client);
scheduler.ScheduleDailyReport(    time: new TimeSpan(9, 0, 0), // 9 AM    reportType: ReportType.DailySummary,    recipients: new[] { "[email protected]" },    format: ExportFormat.PDF);
// Alert on subscriber milestonesscheduler.AddAlert(new SubscriberMilestoneAlert{    Milestone = 10000,    NotificationMethod = NotificationMethod.Email,    Recipient = "[email protected]"});

// Calculate growth ratevar growth = await client.GetSubscriberGrowthAsync(    period: TimePeriod.Last90Days);
var avgDailyGrowth = growth.Sum(d => d.NewSubscribers) / growth.Count;var growthRate = (growth.Last().TotalSubscribers - growth.First().TotalSubscribers)                  / (double)growth.First().TotalSubscribers * 100;
Console.WriteLine($"Average daily growth: {avgDailyGrowth:F1} subscribers");Console.WriteLine($"90-day growth rate: {growthRate:F2}%");

// Estimate revenue by videovar revenueData = await client.GetRevenueBreakdownAsync(    startDate: DateTime.Now.AddMonths(-1),    endDate: DateTime.Now,    groupBy: RevenueGrouping.ByVideo);
var topEarners = revenueData    .OrderByDescending(v => v.EstimatedRevenue)    .Take(10);
foreach (var video in topEarners){    Console.WriteLine($"{video.Title}: ${video.EstimatedRevenue:F2}");}

// Analyze audience locationvar demographics = await client.GetAudienceDemographicsAsync();
var topCountries = demographics.Geography    .OrderByDescending(g => g.ViewPercentage)    .Take(5);
Console.WriteLine("Top 5 Countries:");foreach (var country in topCountries){    Console.WriteLine($"  {country.Name}: {country.ViewPercentage:F1}%");}
// Age distributionvar ageGroups = demographics.AgeDistribution;Console.WriteLine($"Primary audience age: {ageGroups.MaxBy(a => a.Percentage).AgeRange}");

// Define a custom dashboard layoutvar dashboard = new DashboardLayout();
dashboard.AddPanel(new Panel{    Type = PanelType.LineChart,    Title = "Subscriber Growth",    DataSource = DataSource.SubscriberHistory,    Position = new Position(0, 0),    Size = new Size(2, 1)});
dashboard.AddPanel(new Panel{    Type = PanelType.Gauge,    Title = "Real-time Views",    DataSource = DataSource.RealtimeViews,    Position = new Position(2, 0),    Size = new Size(1, 1)});
dashboard.AddPanel(new Panel{    Type = PanelType.Map,    Title = "Audience Geography",    DataSource = DataSource.Geography,    Position = new Position(0, 1),    Size = new Size(3, 1)});
await dashboard.SaveAsync("custom_layout.json");

using YouTubeAnalytics.Reporting;
var reportGenerator = new PdfReportGenerator(client);
var report = await reportGenerator.GenerateAsync(new ReportOptions{    Title = "Monthly Performance Report",    Period = new DateRange(DateTime.Now.AddMonths(-1), DateTime.Now),    Sections = new[]    {        ReportSection.Overview,        ReportSection.SubscriberGrowth,        ReportSection.TopVideos,        ReportSection.AudienceDemographics,        ReportSection.RevenueEstimate    },    IncludeCharts = true,    BrandingLogo = "./logo.png"});
await report.SaveAsync("./reports/monthly_report.pdf");

// Force data refreshawait client.RefreshAllMetricsAsync(forceUpdate: true);

// Set up webhook for real-time alertsvar webhookConfig = new WebhookConfig{    Url = "https://your-server.com/youtube-webhook",    Events = new[] { "subscriber_milestone", "viral_video", "revenue_threshold" },    Secret = Environment.GetEnvironmentVariable("WEBHOOK_SECRET")};
await client.ConfigureWebhookAsync(webhookConfig);

// Compare two time periodsvar comparison = await client.ComparePeriodsAsync(    period1: new DateRange(DateTime.Now.AddMonths(-2), DateTime.Now.AddMonths(-1)),    period2: new DateRange(DateTime.Now.AddMonths(-1), DateTime.Now),    metrics: new[] { "views", "subscribers", "watchTime" });
Console.WriteLine($"Views change: {comparison.Views.PercentChange:F1}%");Console.WriteLine($"Subscriber change: {comparison.Subscribers.PercentChange:F1}%");