Ionic infiniteScroll: TypeError: Cannot read property '0' of undefined

I'm trying to display all items in a category. I have the slug or the keyword of a category, I can use that to identify the parent category, I get the parent category and use that to search for all categories having similar parent. I have two pagination related errors, the errors are related.

The url ads_url: https://jokerleb.com/wp-json/wp/v2/ads?per_page=100&&page=. For example page=1

service

  getAds(page): Observable<any[]> {
    return this.http.get(this.api_url + page)
      .flatMap((ads: any[]) => {
        if (ads.length > 0) {
          return Observable.forkJoin(
            ads.map((ad: any) => {
              return this.http.get(this.ads_thumb_url + ad.id)
                .map((res: any) => {
                  let media: any = res;
                  ad.media = media;
                  return ad;
                });
            })
          );
        }
        return Observable.of([]);
      });
  }

ts

  constructor(public navCtrl: NavController, public navParams: NavParams, public renderer: Renderer, public zone: NgZone, public adsProvider: AdsProvider) {

    this.category = this.navParams.get('category');

    this.loadAds();
  }
  loadAds(infiniteScroll?) {
    this.adsProvider.getAds(this.page).subscribe((data: any) => {
      if (!this.category.main) {
        if (this.category.slug) {
          for (let i = 0; i < data.length; i++) {
            if (data[i] !== undefined) {
              if (data[i].pure_taxonomies.ad_cat[0].slug.trim().toLowerCase() === this.category.slug.trim().toLowerCase()) {
                this.item_category = data[i].pure_taxonomies.ad_cat[0].term_id;
                break;
              }

            }
          }
          if (this.item_category !== undefined) {
            for (let i = 0; i < data.length; i++) {
              if (data[i].pure_taxonomies !== undefined) {
                if (data[i].pure_taxonomies.ad_cat[0].term_id === this.item_category ||
                  data[i].pure_taxonomies.ad_cat[0].slug.trim().toLowerCase() === this.category.slug.trim().toLowerCase()) {
                  this.items.push(data[i]);
                }
              }
            }
          }
        }
      } else {
        if (this.category.main === 2) {
          for (let i = 0; i < data.length; i++) {
            if (data[i] !== undefined) {
              if (data[i].pure_taxonomies.ad_cat[0].slug.trim().toLowerCase() === this.category.slug.trim().toLowerCase()) {
                this.item_category = data[i].pure_taxonomies.ad_cat[0].parent;
                break;
              }

            }
          }
          if (this.item_category !== undefined) {
            for (let i = 0; i < data.length; i++) {
              if (data[i].pure_taxonomies !== undefined) {
                if (data[i].pure_taxonomies.ad_cat[0].parent === this.item_category) {
                  this.items.push(data[i]);
                }
              }
            }
          }
        }
      }
      if (infiniteScroll) {
        infiniteScroll.complete();
      }
    });
  }
  loadMore(infiniteScroll) {
    this.page++;
    this.loadAds(infiniteScroll);
  }

html

<ion-content fullscreen class="home-content" [ngSwitch]="tab">
  <div *ngIf="items.length>0; then thenTemplateName else elseTemplateName">
  </div>
  <ng-template #thenTemplateName>
    <div class="all-lists">
      <div class="all-category" *ngSwitchCase="1">
        <ion-card class="category-card" *ngFor="let item of items" (click)="onShowItemDetail(item);">
          <span *ngIf="item.media.length">
            <img src="" />
          </span>
          <div class="card-title" text-uppercase>
            <h4 color="secondary"></h4>
          </div>
        </ion-card>
      </div>
    </div>
    <ion-infinite-scroll (ionInfinite)="loadMore($event)" loadingSpinner="bubbles">
      <ion-infinite-scroll-content></ion-infinite-scroll-content>
    </ion-infinite-scroll>
  </ng-template>
  <ng-template #elseTemplateName>
    <div class="all-lists">
      <div class="all-category" *ngSwitchCase="1">
        <ion-card text-center>
          <ion-card-header>
            This Category is empty
          </ion-card-header>
          <ion-card-content>
            This Category is empty
          </ion-card-content>
        </ion-card>
      </div>
    </div>
  </ng-template>
</ion-content>

Sometimes I get TypeError: Cannot read property '0' of undefined, if item not found, I don't get the error, the error happens if I scroll down too much, loadMore() function gets called, it finds nothing and I get the error.

I might have two problems in my code, due to loadMore and pagination, the first one being the error above and the second one is that sometimes the last 2 or 3 items don't show. Perhaps I'm increasing the page without checking if there are still items on to be displayed. I don't know how to fix that.

I think if there's a way to tell whether items exist before paginating, both errors will be fixed.

from Ionic infiniteScroll: TypeError: Cannot read property '0' of undefined