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.gitattributes

@@ -58,3 +58,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+files/01_entrada_bruta/01_videos_youtube_brutos.csv filter=lfs diff=lfs merge=lfs -text
+files/01_entrada_bruta/02_comentarios_youtube_brutos.csv filter=lfs diff=lfs merge=lfs -text
+files/02_filtragem_tematica/01_videos_filtrados_tematica.csv filter=lfs diff=lfs merge=lfs -text
+files/02_filtragem_tematica/02_comentarios_filtrados_tematica.csv filter=lfs diff=lfs merge=lfs -text
+files/03_idioma/02_comentarios_comparacao_idioma.csv filter=lfs diff=lfs merge=lfs -text
+files/03_idioma/06_videos_corpus_ingles.csv filter=lfs diff=lfs merge=lfs -text
+files/03_idioma/07_comentarios_corpus_ingles.csv filter=lfs diff=lfs merge=lfs -text
+files/03_idioma/08_comentarios_corpus_ingles_periodo.csv filter=lfs diff=lfs merge=lfs -text
+files/04_topicos/00_comentarios_com_topicos_legado.csv filter=lfs diff=lfs merge=lfs -text
+files/04_topicos/01_comentarios_base_topicos.csv filter=lfs diff=lfs merge=lfs -text
+files/04_topicos/02_comentarios_com_topicos.csv filter=lfs diff=lfs merge=lfs -text
+files/04_topicos/05_resultados_topicos/03_figura_evolucao_temporal_topicos.pdf filter=lfs diff=lfs merge=lfs -text

files/01_entrada_bruta/01_videos_youtube_brutos.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1f5bcc737d4d2b999bb47c4ec3be269ed5f0b7a3bfc6f4830626cb74394ccae2
+size 62850025

files/01_entrada_bruta/02_comentarios_youtube_brutos.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3fb8203f72e1ce40f729a201528854dfbf0dc94ea8bc1d917fc4c6fe420e5ca3
+size 2260600526

files/02_filtragem_tematica/01_videos_filtrados_tematica.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:49c4638d026a52a6f334408a7027528b8df248152890942ed44148608d70cb7a
+size 44109173

files/02_filtragem_tematica/02_comentarios_filtrados_tematica.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:5dfa3898b0bae7d90aa48317a8b023f74c704290035fc959c92071b85f312ade
+size 286175599

files/02_filtragem_tematica/03_relatorio_filtragem_tematica.txt

@@ -0,0 +1,26 @@
+Relatorio de filtragem tematica - 2026-03-12 22:45:08
+========================================================================
+
+Secao 1. Videos
+1. Total bruto: 43968
+2. Duplicatas removidas: 0
+3. Datas invalidas removidas: 8
+4. Fora do periodo de estudo removidos: 0
+5. Removidos pelo filtro positivo: 10820
+6. Removidos pelo filtro negativo: 3471
+7. Videos finais: 29669
+
+Secao 2. Comentarios
+1. Total bruto: 5686105
+2. Duplicatas removidas: 34383
+3. Removidos por nao pertencerem aos videos finais: 5038962
+4. Comentarios finais: 612760
+
+Secao 3. Parametros
+Filtro positivo: termos de low-code e no-code no titulo ou descricao.
+Filtro negativo: termos nao relacionados ao dominio.
+Total de termos positivos: 142
+Total de termos negativos: 27
+
+Arquivo de videos: 01_videos_filtrados_tematica.csv
+Arquivo de comentarios: 02_comentarios_filtrados_tematica.csv

files/02_filtragem_tematica/etapa_01_filtrar_tematica.py

@@ -0,0 +1,115 @@
+from __future__ import annotations
+
+import sys
+from datetime import datetime
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+from pipeline_00_config import (
+    EXCLUSION_TERMS,
+    FILTERED_THEME_COMMENTS_CSV,
+    FILTERED_THEME_REPORT_TXT,
+    FILTERED_THEME_VIDEOS_CSV,
+    LOW_CODE_TERMS,
+    RAW_COMMENTS_CSV,
+    RAW_VIDEOS_CSV,
+    build_terms_regex,
+    ensure_directories,
+    parse_utc_datetime,
+    read_csv_with_fallback,
+    study_period_mask,
+)
+
+
+def main() -> None:
+    ensure_directories()
+
+    print("Carregando videos brutos...")
+    videos = read_csv_with_fallback(RAW_VIDEOS_CSV, low_memory=False, on_bad_lines="skip")
+    print("Carregando comentarios brutos...")
+    comments = read_csv_with_fallback(RAW_COMMENTS_CSV, low_memory=False, on_bad_lines="skip")
+
+    stats: dict[str, int] = {}
+    stats["videos_total_bruto"] = len(videos)
+    videos = videos.drop_duplicates(subset=["video_id"]).copy()
+    stats["videos_apos_deduplicacao"] = len(videos)
+    stats["videos_removidos_duplicatas"] = stats["videos_total_bruto"] - stats["videos_apos_deduplicacao"]
+
+    videos["published_at"] = parse_utc_datetime(videos["published_at"])
+    videos = videos.dropna(subset=["published_at"]).copy()
+    stats["videos_apos_limpeza_data"] = len(videos)
+    stats["videos_removidos_data_invalida"] = stats["videos_apos_deduplicacao"] - stats["videos_apos_limpeza_data"]
+
+    videos = videos.loc[study_period_mask(videos["published_at"])].copy()
+    stats["videos_apos_filtro_data"] = len(videos)
+    stats["videos_removidos_fora_data"] = stats["videos_apos_limpeza_data"] - stats["videos_apos_filtro_data"]
+
+    videos["texto_busca"] = videos["title"].fillna("") + " " + videos["description"].fillna("")
+    positive_pattern = build_terms_regex(LOW_CODE_TERMS)
+    negative_pattern = build_terms_regex(EXCLUSION_TERMS)
+
+    positive_mask = videos["texto_busca"].str.contains(positive_pattern, na=False)
+    negative_mask = videos["texto_busca"].str.contains(negative_pattern, na=False)
+
+    videos_positive = videos.loc[positive_mask].copy()
+    stats["videos_apos_filtro_positivo"] = len(videos_positive)
+    stats["videos_removidos_sem_termos_positivos"] = stats["videos_apos_filtro_data"] - stats["videos_apos_filtro_positivo"]
+
+    videos_final = videos_positive.loc[~negative_mask.loc[videos_positive.index]].copy()
+    stats["videos_final_selecionados"] = len(videos_final)
+    stats["videos_removidos_por_exclusao"] = stats["videos_apos_filtro_positivo"] - stats["videos_final_selecionados"]
+
+    videos_final = videos_final.drop(columns=["texto_busca"])
+    videos_final.to_csv(FILTERED_THEME_VIDEOS_CSV, index=False)
+
+    stats["comments_total_bruto"] = len(comments)
+    comments = comments.drop_duplicates(subset=["comment_id"]).copy()
+    stats["comments_apos_deduplicacao"] = len(comments)
+    stats["comments_removidos_duplicatas"] = stats["comments_total_bruto"] - stats["comments_apos_deduplicacao"]
+
+    selected_video_ids = set(videos_final["video_id"])
+    comments_final = comments.loc[comments["video_id"].isin(selected_video_ids)].copy()
+    stats["comments_final_filtrados"] = len(comments_final)
+    stats["comments_removidos_video_nao_selecionado"] = stats["comments_apos_deduplicacao"] - stats["comments_final_filtrados"]
+    comments_final.to_csv(FILTERED_THEME_COMMENTS_CSV, index=False)
+
+    lines = [
+        f"Relatorio de filtragem tematica - {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}",
+        "=" * 72,
+        "",
+        "Secao 1. Videos",
+        f"1. Total bruto: {stats['videos_total_bruto']}",
+        f"2. Duplicatas removidas: {stats['videos_removidos_duplicatas']}",
+        f"3. Datas invalidas removidas: {stats['videos_removidos_data_invalida']}",
+        f"4. Fora do periodo de estudo removidos: {stats['videos_removidos_fora_data']}",
+        f"5. Removidos pelo filtro positivo: {stats['videos_removidos_sem_termos_positivos']}",
+        f"6. Removidos pelo filtro negativo: {stats['videos_removidos_por_exclusao']}",
+        f"7. Videos finais: {stats['videos_final_selecionados']}",
+        "",
+        "Secao 2. Comentarios",
+        f"1. Total bruto: {stats['comments_total_bruto']}",
+        f"2. Duplicatas removidas: {stats['comments_removidos_duplicatas']}",
+        f"3. Removidos por nao pertencerem aos videos finais: {stats['comments_removidos_video_nao_selecionado']}",
+        f"4. Comentarios finais: {stats['comments_final_filtrados']}",
+        "",
+        "Secao 3. Parametros",
+        "Filtro positivo: termos de low-code e no-code no titulo ou descricao.",
+        "Filtro negativo: termos nao relacionados ao dominio.",
+        f"Total de termos positivos: {len(LOW_CODE_TERMS)}",
+        f"Total de termos negativos: {len(EXCLUSION_TERMS)}",
+        "",
+        f"Arquivo de videos: {FILTERED_THEME_VIDEOS_CSV.name}",
+        f"Arquivo de comentarios: {FILTERED_THEME_COMMENTS_CSV.name}",
+    ]
+    FILTERED_THEME_REPORT_TXT.write_text("\n".join(lines) + "\n", encoding="utf-8")
+
+    print(f"Videos finais: {len(videos_final)}")
+    print(f"Comentarios finais: {len(comments_final)}")
+    print(f"Relatorio salvo em: {FILTERED_THEME_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/03_idioma/01_modelo_fasttext_lid176.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e69ec5451bc261cc7844e49e4792a85d7f09c06789ec800fc4a44aec362764e
+size 131266198

files/03_idioma/02_comentarios_comparacao_idioma.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:469a0c8ee4afddb3ed783393317855b583db3e69940da8c785d80515bba04fa3
+size 291741608

files/03_idioma/03_relatorio_comparacao_idioma.txt

@@ -0,0 +1,70 @@
+Relatorio de comparacao de idioma
+========================================================================
+Total de comentarios analisados: 612760
+
+fastText
+--------------------------------
+Ingles (en): 305673 (49.88%)
+Portugues (pt): 108510 (17.71%)
+Top 10 idiomas:
+  en: 305673 (49.88%)
+  pt: 108510 (17.71%)
+  es: 54895 (8.96%)
+  ru: 29685 (4.84%)
+  fr: 15470 (2.52%)
+  id: 11837 (1.93%)
+  it: 8239 (1.34%)
+  uz: 7515 (1.23%)
+  sv: 6285 (1.03%)
+  de: 5459 (0.89%)
+
+langdetect
+--------------------------------
+Ingles (en): 259902 (42.41%)
+Portugues (pt): 103118 (16.83%)
+Top 10 idiomas:
+  en: 259902 (42.41%)
+  pt: 103118 (16.83%)
+  es: 52237 (8.52%)
+  id: 21398 (3.49%)
+  ru: 19060 (3.11%)
+  error: 15743 (2.57%)
+  fr: 14788 (2.41%)
+  so: 12200 (1.99%)
+  bg: 10845 (1.77%)
+  it: 9001 (1.47%)
+
+langid
+--------------------------------
+Ingles (en): 287270 (46.88%)
+Portugues (pt): 96240 (15.71%)
+Top 10 idiomas:
+  en: 287270 (46.88%)
+  pt: 96240 (15.71%)
+  es: 54486 (8.89%)
+  ru: 15519 (2.53%)
+  fr: 14225 (2.32%)
+  id: 13055 (2.13%)
+  it: 8167 (1.33%)
+  ja: 7042 (1.15%)
+  sv: 5905 (0.96%)
+  zh: 5383 (0.88%)
+
+Concordancia entre ferramentas
+--------------------------------
+Total com concordancia completa: 438317 (71.53%)
+Maioria em ingles (2 de 3): 281948 (46.01%)
+Maioria em portugues (2 de 3): 103107 (16.83%)
+
+Distribuicao do nivel de concordancia:
+  3 ferramentas: 438317 (71.53%)
+  2 ferramentas: 91336 (14.91%)
+  1 ferramentas: 83107 (13.56%)
+
+Casos de discordancia relevantes:
+  fastText=pt e outras duas=en: 310
+  fastText=en e outras duas=pt: 436
+  langdetect discorda das outras duas: 40293
+  langid discorda das outras duas: 33318
+
+Regra operacional sugerida: usar maioria simples de 2 entre 3 ferramentas.

files/03_idioma/04_relatorio_sensibilidade_limiar.txt

@@ -0,0 +1,30 @@
+Relatorio de sensibilidade do limiar de idioma
+========================================================================
+Total de videos analisados: 29640
+Media de ingles por video: 54.37%
+Mediana de ingles por video: 75.00%
+Limiar operacional atual do pipeline: > 50%
+CSV de comparacao precisou de reparo em leitura: nao
+
+Tabela de sensibilidade
+Limiar | Videos mantidos | Videos removidos | Retencao (%)
+     0% |           20230 |            9410 |       68.25
+    10% |           18365 |           11275 |       61.96
+    20% |           17756 |           11884 |       59.91
+    30% |           17408 |           12232 |       58.73
+    40% |           16977 |           12663 |       57.28
+    50% |           16019 |           13621 |       54.05
+    60% |           15759 |           13881 |       53.17
+    70% |           15127 |           14513 |       51.04
+    80% |           14280 |           15360 |       48.18
+    90% |           13146 |           16494 |       44.35
+    95% |           12014 |           17626 |       40.53
+
+Distribuicao por zonas
+Zona 0-20%: 11884 videos (40.09%)
+Zona 20-80%: 3255 videos (10.98%)
+Zona 80-100%: 14501 videos (48.92%)
+
+Leitura metodologica
+O limiar de 50% preserva o corpus operacional atual.
+O limiar de 70% continua disponivel como corte mais conservador, mas nao e imposto pelo script.

files/03_idioma/06_videos_corpus_ingles.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6f7b228aacec04a952c75ffc93e82a44e0b537a0139d4f7c6c5a12ac33c6e689
+size 25130632

files/03_idioma/07_comentarios_corpus_ingles.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e37f543c3ea4d1a39ce49106c3670a22b41184b794c3a37e74b6344620f803d9
+size 130817839

files/03_idioma/08_comentarios_corpus_ingles_periodo.csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:edea01a70863d82eb9a1bc62354db8d8ea98e16bcab2b5b098fdc96eb9d6ba6d
+size 128846895

files/03_idioma/09_relatorio_filtragem_idioma.txt

@@ -0,0 +1,18 @@
+Relatorio de filtragem do corpus em ingles
+========================================================================
+Comentarios de entrada na comparacao: 612760
+Videos de entrada apos filtragem tematica: 29669
+Comentarios com maioria em ingles (2 de 3): 281948
+Videos analisados com comentarios: 29640
+Limiar operacional aplicado por video: > 50%
+Videos finais no corpus em ingles: 16019
+Comentarios finais no corpus em ingles: 265301
+Comentarios no periodo analitico [2018-01-01, 2025-10-01): 260791
+Comentarios antes de 2018-01-01: 4
+Comentarios em 2025-10 ou depois: 4499
+Comentarios do dia 2025-09-30 preservados com a nova regra: 809
+CSV de comparacao precisou de reparo em leitura: nao
+
+Arquivo de videos: 06_videos_corpus_ingles.csv
+Arquivo de comentarios: 07_comentarios_corpus_ingles.csv
+Arquivo de comentarios no periodo: 08_comentarios_corpus_ingles_periodo.csv

files/03_idioma/etapa_02_detectar_idioma.py

@@ -0,0 +1,196 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+from pipeline_00_config import (
+    FILTERED_THEME_COMMENTS_CSV,
+    LANGUAGE_COLUMNS,
+    LANGUAGE_COMPARISON_CSV,
+    LANGUAGE_COMPARISON_REPORT_TXT,
+    LANGUAGE_MODEL_BIN,
+    ensure_directories,
+    normalize_text,
+    read_csv_with_fallback,
+)
+
+try:
+    from tqdm import tqdm
+except ImportError:  # pragma: no cover
+    def tqdm(iterable, **_kwargs):
+        return iterable
+
+try:
+    import fasttext
+
+    fasttext.FastText.eprint = lambda _text: None
+    FASTTEXT_MODEL = fasttext.load_model(str(LANGUAGE_MODEL_BIN))
+    FASTTEXT_AVAILABLE = True
+except Exception:
+    FASTTEXT_MODEL = None
+    FASTTEXT_AVAILABLE = False
+
+try:
+    from langdetect import DetectorFactory, detect
+
+    DetectorFactory.seed = 0
+    LANGDETECT_AVAILABLE = True
+except ImportError:
+    LANGDETECT_AVAILABLE = False
+
+try:
+    import langid
+
+    LANGID_AVAILABLE = True
+except ImportError:
+    LANGID_AVAILABLE = False
+
+
+def detect_fasttext(text: object) -> str:
+    if not FASTTEXT_AVAILABLE:
+        return "unavailable"
+    cleaned = normalize_text(text)
+    if not cleaned:
+        return "empty"
+    try:
+        prediction = FASTTEXT_MODEL.predict(cleaned, k=1)
+        return prediction[0][0].replace("__label__", "")
+    except Exception:
+        return "error"
+
+
+def detect_langdetect(text: object) -> str:
+    if not LANGDETECT_AVAILABLE:
+        return "unavailable"
+    cleaned = normalize_text(text)
+    if not cleaned:
+        return "empty"
+    try:
+        return detect(cleaned)
+    except Exception:
+        return "error"
+
+
+def detect_langid(text: object) -> str:
+    if not LANGID_AVAILABLE:
+        return "unavailable"
+    cleaned = normalize_text(text)
+    if not cleaned:
+        return "empty"
+    try:
+        language, _score = langid.classify(cleaned)
+        return language
+    except Exception:
+        return "error"
+
+
+def build_report(dataframe) -> str:
+    total_comments = len(dataframe)
+    lines = [
+        "Relatorio de comparacao de idioma",
+        "=" * 72,
+        f"Total de comentarios analisados: {total_comments}",
+        "",
+    ]
+
+    for tool_name, column_name in [
+        ("fastText", "lang_fasttext"),
+        ("langdetect", "lang_langdetect"),
+        ("langid", "lang_langid"),
+    ]:
+        counts = dataframe[column_name].value_counts()
+        en_count = int(counts.get("en", 0))
+        pt_count = int(counts.get("pt", 0))
+        lines.extend(
+            [
+                f"{tool_name}",
+                "-" * 32,
+                f"Ingles (en): {en_count} ({(en_count / total_comments) * 100:.2f}%)",
+                f"Portugues (pt): {pt_count} ({(pt_count / total_comments) * 100:.2f}%)",
+                "Top 10 idiomas:",
+            ]
+        )
+        for language, count in counts.head(10).items():
+            lines.append(f"  {language}: {count} ({(count / total_comments) * 100:.2f}%)")
+        lines.append("")
+
+    dataframe = dataframe.copy()
+    dataframe["all_agree"] = (
+        (dataframe["lang_fasttext"] == dataframe["lang_langdetect"])
+        & (dataframe["lang_langdetect"] == dataframe["lang_langid"])
+    )
+    dataframe["majority_en"] = (
+        (dataframe["lang_fasttext"] == "en").astype(int)
+        + (dataframe["lang_langdetect"] == "en").astype(int)
+        + (dataframe["lang_langid"] == "en").astype(int)
+    ) >= 2
+    dataframe["majority_pt"] = (
+        (dataframe["lang_fasttext"] == "pt").astype(int)
+        + (dataframe["lang_langdetect"] == "pt").astype(int)
+        + (dataframe["lang_langid"] == "pt").astype(int)
+    ) >= 2
+    majority_language = dataframe[LANGUAGE_COLUMNS].mode(axis=1)[0]
+    agreement_count = sum((dataframe[column] == majority_language).astype(int) for column in LANGUAGE_COLUMNS)
+
+    lines.extend(
+        [
+            "Concordancia entre ferramentas",
+            "-" * 32,
+            f"Total com concordancia completa: {int(dataframe['all_agree'].sum())} ({(dataframe['all_agree'].mean()) * 100:.2f}%)",
+            f"Maioria em ingles (2 de 3): {int(dataframe['majority_en'].sum())} ({(dataframe['majority_en'].mean()) * 100:.2f}%)",
+            f"Maioria em portugues (2 de 3): {int(dataframe['majority_pt'].sum())} ({(dataframe['majority_pt'].mean()) * 100:.2f}%)",
+            "",
+            "Distribuicao do nivel de concordancia:",
+        ]
+    )
+    for total_agreement in [3, 2, 1]:
+        count = int((agreement_count == total_agreement).sum())
+        lines.append(f"  {total_agreement} ferramentas: {count} ({(count / total_comments) * 100:.2f}%)")
+
+    lines.extend(
+        [
+            "",
+            "Casos de discordancia relevantes:",
+            f"  fastText=pt e outras duas=en: {int(((dataframe['lang_fasttext'] == 'pt') & (dataframe['lang_langdetect'] == 'en') & (dataframe['lang_langid'] == 'en')).sum())}",
+            f"  fastText=en e outras duas=pt: {int(((dataframe['lang_fasttext'] == 'en') & (dataframe['lang_langdetect'] == 'pt') & (dataframe['lang_langid'] == 'pt')).sum())}",
+            f"  langdetect discorda das outras duas: {int(((dataframe['lang_fasttext'] == dataframe['lang_langid']) & (dataframe['lang_langdetect'] != dataframe['lang_fasttext'])).sum())}",
+            f"  langid discorda das outras duas: {int(((dataframe['lang_fasttext'] == dataframe['lang_langdetect']) & (dataframe['lang_langid'] != dataframe['lang_fasttext'])).sum())}",
+            "",
+            "Regra operacional sugerida: usar maioria simples de 2 entre 3 ferramentas.",
+        ]
+    )
+    return "\n".join(lines) + "\n"
+
+
+def main() -> None:
+    ensure_directories()
+
+    if not LANGUAGE_MODEL_BIN.exists():
+        raise SystemExit(f"Modelo fastText nao encontrado em: {LANGUAGE_MODEL_BIN}")
+
+    comments = read_csv_with_fallback(FILTERED_THEME_COMMENTS_CSV, low_memory=False, on_bad_lines="skip")
+    if "comment" not in comments.columns:
+        raise SystemExit("A coluna 'comment' nao foi encontrada no arquivo de comentarios filtrados.")
+
+    comments = comments.copy()
+    comments["comment"] = comments["comment"].fillna("")
+    total_comments = len(comments)
+    print(f"Processando {total_comments} comentarios...")
+
+    comments["lang_fasttext"] = [detect_fasttext(comment) for comment in tqdm(comments["comment"], total=total_comments, desc="fastText")]
+    comments["lang_langdetect"] = [detect_langdetect(comment) for comment in tqdm(comments["comment"], total=total_comments, desc="langdetect")]
+    comments["lang_langid"] = [detect_langid(comment) for comment in tqdm(comments["comment"], total=total_comments, desc="langid")]
+
+    comments.to_csv(LANGUAGE_COMPARISON_CSV, index=False)
+    LANGUAGE_COMPARISON_REPORT_TXT.write_text(build_report(comments), encoding="utf-8")
+
+    print(f"Arquivo salvo em: {LANGUAGE_COMPARISON_CSV}")
+    print(f"Relatorio salvo em: {LANGUAGE_COMPARISON_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/03_idioma/etapa_03_analisar_limiar.py

@@ -0,0 +1,148 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import matplotlib.pyplot as plt
+import matplotlib.ticker as ticker
+import numpy as np
+import seaborn as sns
+
+from pipeline_00_config import (
+    LANGUAGE_COLUMNS,
+    LANGUAGE_COMPARISON_CSV,
+    LANGUAGE_THRESHOLD_PLOT_PNG,
+    LANGUAGE_THRESHOLD_REPORT_TXT,
+    LANGUAGE_VIDEO_THRESHOLD,
+    ensure_directories,
+    load_language_comment_file,
+)
+
+
+def calculate_video_stats(comments):
+    comments = comments.copy()
+    comments["is_majority_en"] = (
+        (comments["lang_fasttext"] == "en").astype(int)
+        + (comments["lang_langdetect"] == "en").astype(int)
+        + (comments["lang_langid"] == "en").astype(int)
+    ) >= 2
+    video_stats = comments.groupby("video_id").agg(
+        total_comments=("comment_id", "count"),
+        english_comments=("is_majority_en", "sum"),
+    ).reset_index()
+    video_stats["percent_en"] = (video_stats["english_comments"] / video_stats["total_comments"].replace(0, 1)) * 100
+    return video_stats
+
+
+def build_sensitivity_table(video_stats):
+    total_videos = len(video_stats)
+    thresholds = [0, 10, 20, 30, 40, 50, 60, 70, 80, 90, 95]
+    rows = []
+    for threshold in thresholds:
+        kept = int((video_stats["percent_en"] > threshold).sum())
+        rows.append(
+            {
+                "threshold": threshold,
+                "videos_kept": kept,
+                "videos_removed": total_videos - kept,
+                "retention_pct": (kept / total_videos) * 100,
+            }
+        )
+    return rows
+
+
+def write_report(video_stats, sensitivity, repaired: bool) -> None:
+    total_videos = len(video_stats)
+    low_zone = int((video_stats["percent_en"] <= 20).sum())
+    mixed_zone = int(((video_stats["percent_en"] > 20) & (video_stats["percent_en"] < 80)).sum())
+    high_zone = int((video_stats["percent_en"] >= 80).sum())
+
+    lines = [
+        "Relatorio de sensibilidade do limiar de idioma",
+        "=" * 72,
+        f"Total de videos analisados: {total_videos}",
+        f"Media de ingles por video: {video_stats['percent_en'].mean():.2f}%",
+        f"Mediana de ingles por video: {video_stats['percent_en'].median():.2f}%",
+        f"Limiar operacional atual do pipeline: > {LANGUAGE_VIDEO_THRESHOLD:.0f}%",
+        f"CSV de comparacao precisou de reparo em leitura: {'sim' if repaired else 'nao'}",
+        "",
+        "Tabela de sensibilidade",
+        "Limiar | Videos mantidos | Videos removidos | Retencao (%)",
+    ]
+    for row in sensitivity:
+        lines.append(
+            f"{int(row['threshold']):>6}% | {int(row['videos_kept']):>15} | "
+            f"{int(row['videos_removed']):>15} | {row['retention_pct']:>11.2f}"
+        )
+
+    lines.extend(
+        [
+            "",
+            "Distribuicao por zonas",
+            f"Zona 0-20%: {low_zone} videos ({(low_zone / total_videos) * 100:.2f}%)",
+            f"Zona 20-80%: {mixed_zone} videos ({(mixed_zone / total_videos) * 100:.2f}%)",
+            f"Zona 80-100%: {high_zone} videos ({(high_zone / total_videos) * 100:.2f}%)",
+            "",
+            "Leitura metodologica",
+            "O limiar de 50% preserva o corpus operacional atual.",
+            "O limiar de 70% continua disponivel como corte mais conservador, mas nao e imposto pelo script.",
+        ]
+    )
+    LANGUAGE_THRESHOLD_REPORT_TXT.write_text("\n".join(lines) + "\n", encoding="utf-8")
+
+
+def plot_cdf(video_stats) -> None:
+    sns.set_theme(style="whitegrid")
+    plt.figure(figsize=(12, 8))
+    ax = sns.ecdfplot(data=video_stats, x="percent_en", linewidth=2.5, label="Distribuicao dos videos")
+    line = ax.lines[0]
+    x_data = line.get_xdata()
+    y_data = line.get_ydata()
+
+    def get_y_for_x(target_x: float) -> float:
+        index = int(np.abs(x_data - target_x).argmin())
+        return float(y_data[index])
+
+    for threshold, color in zip([50, 70, 90], ["#e67e22", "#e74c3c", "#27ae60"], strict=False):
+        y_value = get_y_for_x(threshold)
+        kept_pct = 100 - (y_value * 100)
+        plt.axvline(x=threshold, color=color, linestyle="--", alpha=0.7)
+        plt.hlines(y=y_value, xmin=0, xmax=threshold, color=color, linestyle=":", alpha=0.5)
+        plt.text(
+            threshold + 1,
+            max(y_value - 0.05, 0.02),
+            f"Limiar {threshold}%\nRetem: {kept_pct:.1f}%",
+            color=color,
+            fontsize=9,
+            bbox={"facecolor": "white", "alpha": 0.9, "edgecolor": color, "boxstyle": "round,pad=0.3"},
+        )
+        plt.plot(threshold, y_value, marker="o", color=color, markersize=6)
+
+    plt.title("Sensibilidade do percentual de comentarios em ingles por video")
+    plt.xlabel("Percentual de comentarios em ingles (%)")
+    plt.ylabel("Proporcao acumulada de videos")
+    ax.xaxis.set_major_locator(ticker.MultipleLocator(10))
+    ax.yaxis.set_major_locator(ticker.MultipleLocator(0.1))
+    plt.tight_layout()
+    plt.savefig(LANGUAGE_THRESHOLD_PLOT_PNG, dpi=300)
+    plt.close()
+
+
+def main() -> None:
+    ensure_directories()
+    comments, repaired = load_language_comment_file(LANGUAGE_COMPARISON_CSV, LANGUAGE_COLUMNS)
+    video_stats = calculate_video_stats(comments)
+    sensitivity = build_sensitivity_table(video_stats)
+    write_report(video_stats, sensitivity, repaired)
+    plot_cdf(video_stats)
+
+    print(f"Relatorio salvo em: {LANGUAGE_THRESHOLD_REPORT_TXT}")
+    print(f"Grafico salvo em: {LANGUAGE_THRESHOLD_PLOT_PNG}")
+
+
+if __name__ == "__main__":
+    main()

files/03_idioma/etapa_04_filtrar_corpus_ingles.py

@@ -0,0 +1,99 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import pandas as pd
+
+from pipeline_00_config import (
+    ENGLISH_COMMENTS_CSV,
+    ENGLISH_COMMENTS_PERIOD_CSV,
+    ENGLISH_FILTER_REPORT_TXT,
+    ENGLISH_VIDEOS_CSV,
+    FILTERED_THEME_VIDEOS_CSV,
+    LANGUAGE_COLUMNS,
+    LANGUAGE_COMPARISON_CSV,
+    LANGUAGE_VIDEO_THRESHOLD,
+    ensure_directories,
+    load_language_comment_file,
+    parse_utc_datetime,
+    read_csv_with_fallback,
+    study_period_mask,
+)
+
+
+def main() -> None:
+    ensure_directories()
+
+    comments, repaired = load_language_comment_file(LANGUAGE_COMPARISON_CSV, LANGUAGE_COLUMNS)
+    videos = read_csv_with_fallback(FILTERED_THEME_VIDEOS_CSV, low_memory=False, on_bad_lines="skip")
+
+    comments = comments.copy()
+    comments["en_agreement_count"] = (
+        (comments["lang_fasttext"] == "en").astype(int)
+        + (comments["lang_langdetect"] == "en").astype(int)
+        + (comments["lang_langid"] == "en").astype(int)
+    )
+    comments["is_majority_en"] = comments["en_agreement_count"] >= 2
+
+    if repaired:
+        comments.to_csv(LANGUAGE_COMPARISON_CSV, index=False)
+
+    video_stats = comments.groupby("video_id").agg(
+        total_comments=("comment_id", "count"),
+        english_comments=("is_majority_en", "sum"),
+    ).reset_index()
+    video_stats["percent_en"] = (video_stats["english_comments"] / video_stats["total_comments"].replace(0, 1)) * 100
+
+    selected_video_ids = set(video_stats.loc[video_stats["percent_en"] > LANGUAGE_VIDEO_THRESHOLD, "video_id"])
+    videos_final = videos.loc[videos["video_id"].isin(selected_video_ids)].copy()
+    comments_final = comments.loc[comments["video_id"].isin(selected_video_ids) & comments["is_majority_en"]].copy()
+
+    comments_final["published_at"] = parse_utc_datetime(comments_final["published_at"])
+    period_mask = study_period_mask(comments_final["published_at"])
+    comments_period = comments_final.loc[period_mask].copy()
+
+    videos_final.to_csv(ENGLISH_VIDEOS_CSV, index=False)
+    comments_final.to_csv(ENGLISH_COMMENTS_CSV, index=False)
+    comments_period.to_csv(ENGLISH_COMMENTS_PERIOD_CSV, index=False)
+
+    before_start = int((comments_final["published_at"] < pd.Timestamp("2018-01-01")).sum())
+    after_end = int((comments_final["published_at"] >= pd.Timestamp("2025-10-01")).sum())
+    day_30_recovered = int(
+        ((comments_final["published_at"] >= pd.Timestamp("2025-09-30")) & (comments_final["published_at"] < pd.Timestamp("2025-10-01"))).sum()
+    )
+
+    report_lines = [
+        "Relatorio de filtragem do corpus em ingles",
+        "=" * 72,
+        f"Comentarios de entrada na comparacao: {len(comments)}",
+        f"Videos de entrada apos filtragem tematica: {len(videos)}",
+        f"Comentarios com maioria em ingles (2 de 3): {int(comments['is_majority_en'].sum())}",
+        f"Videos analisados com comentarios: {len(video_stats)}",
+        f"Limiar operacional aplicado por video: > {LANGUAGE_VIDEO_THRESHOLD:.0f}%",
+        f"Videos finais no corpus em ingles: {len(videos_final)}",
+        f"Comentarios finais no corpus em ingles: {len(comments_final)}",
+        f"Comentarios no periodo analitico [2018-01-01, 2025-10-01): {len(comments_period)}",
+        f"Comentarios antes de 2018-01-01: {before_start}",
+        f"Comentarios em 2025-10 ou depois: {after_end}",
+        f"Comentarios do dia 2025-09-30 preservados com a nova regra: {day_30_recovered}",
+        f"CSV de comparacao precisou de reparo em leitura: {'sim' if repaired else 'nao'}",
+        "",
+        f"Arquivo de videos: {ENGLISH_VIDEOS_CSV.name}",
+        f"Arquivo de comentarios: {ENGLISH_COMMENTS_CSV.name}",
+        f"Arquivo de comentarios no periodo: {ENGLISH_COMMENTS_PERIOD_CSV.name}",
+    ]
+    ENGLISH_FILTER_REPORT_TXT.write_text("\n".join(report_lines) + "\n", encoding="utf-8")
+
+    print(f"Videos finais: {len(videos_final)}")
+    print(f"Comentarios finais: {len(comments_final)}")
+    print(f"Comentarios no periodo: {len(comments_period)}")
+    print(f"Relatorio salvo em: {ENGLISH_FILTER_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/04_topicos/00_comentarios_com_topicos_legado.csv

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05ce0acd8c208bacaa6e6a7ef701d891a63250cf8e1a884cefeebe8bd01aad09
+size 145747077

files/04_topicos/00_descricoes_topicos_legado.csv

@@ -0,0 +1,118 @@
+Topic;Count;Name;Representation;Representative_Docs
+-1;14315;-1_char_utf8_shanescows_speed;['char', 'utf8', 'shanescows', 'speed', 'react', 'true', 'looks', 'mind', 'life', 'tip'];['SharePoint does not support column level security. You could check user role in power apps and accordingly set mode of form or data card inside the Power App. \nMy channel has some videos on checking role of logged in user.', 'Hi sir, can you please help me in this scenario, due to threshold limit of the sharepoint i am able to use 12 lookup columns in my list. but in my required there should be 13 for that i am using text box in the list while customizing in PowerApps for the list form i am using as people picker for one control. My data is saving to the list. but while editing it data is not showing. Please help me sir.', 'How to Filter SharePoint List Data in Power Apps TABLE Control | Multiple Filters\nhttps://youtu.be/IhfBPKY8tqc']
+0;8639;0_game_players_year_trade;['game', 'players', 'year', 'trade', 'sterlo', 'season', 'player', 'play', 'draft', 'win'];"['@stevehardman4686  yes   I do agree with %90 what you saying. That is difference from my point of view. TJ would not sign less than $11. Matthew would not sign less than TJ. After that game was changed. Stupid Nylander deal did break spirit  of the team ( just compare before and after him) because trads talks and I did say it after his first week of his strike. Guy has no loyalty to the team and I did not see his hard working ethic (probably just me)last year. We do not have any player who may replace kadri as he fight for the teammates. His actions were retaliation for Marlow hit. Nobody did it and that would not happened in playoff winners. Shame. Plus refery were on Boston side to many times. And he is loyal hard working guy wuth many issues, but not more than others. Zaitsev is one of the best offensive pack moving D, but was used by Babcock differerently this season, but had good end after Mazen came. Kappanen & Johnson are not matching Matthews line, just not first line players, average. Similar players you may find tonnes in Russia or Swedish leagues for less than $1 mil. Also, I would like to mention all year trade talks, which always bad for the business. I could be wrong. Imho.', 'Love the show guys !! Question for Sterlo: Who do you think is the most integral player to their team come finals time?', ""Pre-podcast  thoughts\n\nI believe Rodgers wanted the walk off SB win these last 2 years. IF he comes back, he has to accept it's for thro long haul, I think the Packers always wanted Rodgers until Love's year 4, but if Jordan is fine with waiting just a bit longer, he may have a better team than if he was the guy now. He is CLEARLY hungry for the chance to start. I say if Rodgers does come back. He retires 2024. No SB tho. \n\nTwo major things will affect running it back vs blow it up\n\nWill Rodgers be back in GB, if yes, then will his return allow  Ball to get players to sign for less early in their contract so the cap bloom next year catches the increase? If yes..run it all back if you can keep 99% of your defensive starters, plus your play makers on offense. \n\nIf no to either of those, will Rodgers or or Adams exit free up enough room to keep that Line and defense intact for JLo? If yes again, do that\n\n\nIf 12 &17 go, and the defense is simply too expensive, nuke it. Try and keep turner and Kelly to keep your young and a lil fragile QB upright, and just focus on improving him on offense and see where you go, wait for that sweet cap raise and then free agent mine and maybe even resign some guys back who are on less than great deals on other teams, 1 year or otherwise no what they feel they want. With your new high picks.  Build the new and improved Lafleur offense and HOPEFULLY Rodgers and Adams are on other teams, so you have at least 1 first round trade pic and some good comps. Plus picks from your losing season (assuming we have one)\n\nPriority list if you want to be intact, keep that defense intact, try and convince Adams. Win Rodgers at the idea this is a juggernaut team. \n\nThat's my top 3 best scenarios as of rn\n\nNow to listen to the cast and listen some actaully good ideas 😂""]"
+1;5762;1_flutterflow_flutter_firebase_code;['flutterflow', 'flutter', 'firebase', 'code', 'dart', 'flow', 'supabase', 'api', 'backend', 'custom'];['Flutterflow for me', 'Thank you flutterflow', '@@krabhishek How do you that in Flutterflow?']
+2;8120;2_welcome_appreciate_wow_hear;['welcome', 'appreciate', 'wow', 'hear', 'words', 'brother', 'man', 'glad', 'liked', 'pleasure'];['You are so welcome! I appreciate it :D', 'Awesome, welcome and thank you.', 'Awesome! You are most welcome']
+3;5615;3_mobile_android_apps_web;['mobile', 'android', 'apps', 'web', 'description', 'ios', 'building', 'sample', 'download', 'application'];['Did u do the same with a app on mobile? App store?', 'Hey Thanks for the video,\nYour video works great for web app\nBut can you help how to make this of mobile app?', 'I use it for every app']
+4;5056;4_power_apps_powerapps_platform;['power', 'apps', 'powerapps', 'platform', 'automate', 'sharepoint', 'microsoft', 'powerapp', 'reza', 'form'];['Always the best videos for Power Apps. Thank you Reza!', 'This is for power apps only', 'Power apps! Great video.']
+5;5362;5_issue_worked_fix_solve;['issue', 'worked', 'fix', 'solve', 'solved', 'experienced', 'description', 'facing', 'members', 'figured'];['Hello, Same problem did you find a solution ?@@02Joshua', 'Most welcome! I have not experienced the mentioned issue, hence not sure of the cause or fix.\nYou can try downloading the solution shown in video (members only - check video description for details)', 'same issue with me, did you found its solution?']
+6;4242;6_image_file_attachments_attachment;['image', 'file', 'attachments', 'attachment', 'files', 'upload', 'folder', 'images', 'document', 'library'];"['Thanks for this, Reza. I\'m struggling to just get the Attachment control to appear. Every time I add the list to the form, I always get ""Images"" with an Add Media control instead of an Attachments control like in the video.\n\nI\'ve tried this with other lists in my SharePoint library, but Attachment control is not showing up at all. Any help would be so helpful!', 'Hi Shane, Is there any way to upload attachments from power app gallery with dynamic attachment controls to SP list or Doc library', 'This is to show file (document library) previews only.\nFor list attachments - I have done other videos. You can check those.']"
+7;4410;7_tutorial_tutorials_step_follow;['tutorial', 'tutorials', 'step', 'follow', 'beginner', 'beginners', 'helpful', 'clear', 'steps', 'useful'];['@LisaCrosbiecan you do a tutorial on that please?', 'great tutorial!! thank you', 'Great tutorial. You are really good']
+8;3308;8_date_calendar_dates_month;['date', 'calendar', 'dates', 'month', 'event', 'picker', 'mm', 'booking', 'events', 'yyyy'];"['@RezaDorrani in video you have showed the Based on Priority dropdown date field is taking days and showing date. instead of day if my SharePoint list having fix date than AddDate function will work and display the date', ""Thanks Deepak, I've created your calendar based on your tutorial (thanks)\nCan you upload a video that builds upon that, accounting for the following - tasks have a start and end date, so are spread across multiple days (instead of a single date, in your example you've used due date)\nAlso, a form that a team member can use on the calendar to add a new task with start/due date.\nThank you"", 'Hi Deepa, Great video thank you so much!!!🎉 Have a question: How do we have the tasks appear on all dates from Start Date to Due Date instead of just on Due Date?']"
+9;3847;9_lol_rezadorrani_reply_oh;['lol', 'rezadorrani', 'reply', 'oh', 'yeah', 'okay', 'aprildunnam', 'danielchristian19', 'joetayactac', 'haha'];['@RezaDorrani great, thanks a lot', '@RezaDorrani how to be you? You are my Idol!', '@RezaDorrani Thanks for the help']
+10;3887;10_ai_agent_agents_tools;['ai', 'agent', 'agents', 'tools', 'prompt', 'automation', 'skool', 'human', 'tool', 'business'];"[""Where's the AI part?"", 'vaaps.ai should have them', '""AI"" but... shhh 🤫 it was just for you!']"
+11;3625;11_box_combo_dropdown_select;['box', 'combo', 'dropdown', 'select', 'combobox', 'selected', 'checkbox', 'choice', 'values', 'default'];['Another nice video from you, Shane! Thanks (y) . Quick query - I have combo box as one of the field in my form. I selected - more than one value in combo box , (say 2 out of 5)and submitted the form. When I open the form in EDIT mode, how can I see those 2 values as preselected in combo box along with other 3 values?', 'Hi Reza, why am I not able to add a combo box to my Gallery? I am able to add a modern combo box but not the classic combo box.', 'Multi select people Picker does not work with Modern combo box.\nPlease use classic combo box for that.']
+12;2525;12_bubble_io_plugin_api;['bubble', 'io', 'plugin', 'api', 'page', 'forum', 'native', 'web', 'plugins', 'building'];['can you make a video on using the tinderpile in bubble.is, this would help me a lot', 'Can I create VTU app on bubble?', '...like dreamweaver, bubble is a wysiwyg']
+13;2285;13_tank_pump_wave_water;['tank', 'pump', 'wave', 'water', 'fish', 'wavemaker', 'maker', 'pumps', 'jebao', 'tanks'];['40cm×40cm×40cm marrain tank wave maker size', 'Should I get a wave maker for a 20 gallon tank?', 'I have aio tank and the pump of this tank is 10× tank do I need wavemaker for it']
+14;3307;14_glad_helpful_helped_useful;['glad', 'helpful', 'helped', 'useful', 'super', 'happy', 'welcome', 'hear', 'helpfull', 'man'];"['Glad it was helpful, thanks!', ""Thanks! I'm glad it was helpful for you!"", 'I am glad you found it helpful.']"
+15;2501;15_filemaker_richard_fmtraining_training;['filemaker', 'richard', 'fmtraining', 'training', 'tv', 'claris', 'www', 'rcc', 'http', 'fm'];"[""FileMaker Performance Tuning - HOnza Koudelka Day!!! https://youtu.be/Zmc2Mkw49js\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=Zmc2Mkw49js&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=115\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStrea"", ""FileMaker Monkeybread Plug-in Spotlight: Image Editing - Claris FileMaker Platform Experts  https://youtu.be/PzDHgF9N6HE\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=PzDHgF9N6HE&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=174\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStream"", ""Open Q&A about Nick’s FileMaker Tips and Tricks - Learn From Claris FileMaker Platform Experts  https://youtu.be/j-JfBmBJMF8\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=j-JfBmBJMF8&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=143\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStream""]"
+16;2972;16_n8n_workflows_ai_automation;['n8n', 'workflows', 'ai', 'automation', 'agents', 'workflow', 'agent', 'mcp', 'node', 'nodes'];['This video was made with n8n', 'what even is n8n', 'n8n is a fouly hourse']
+17;2931;17_excel_appsheet_sheet_google;['excel', 'appsheet', 'sheet', 'google', 'sheets', 'export', 'csv', 'file', 'spreadsheet', 'table'];['Why not Excel? 😮', 'great for AppSheet  work💯', 'What about Appsheet?']
+18;2127;18_pdf_print_file_printing;['pdf', 'print', 'file', 'printing', 'page', 'screen', 'function', 'generate', 'html', 'pdfs'];['Pdf not showin \nPage not found', 'Create a pdf and print out the pdf is the best idea I have for that.', 'Can i still get a pdf from this']
+19;2953;19_api_login_password_token;['api', 'login', 'password', 'token', 'authentication', 'key', 'account', 'auth', 'sign', 'user'];['The api token is not showing for me, Why ?', 'why is it asking me login and password', '@@MatteDeiMatte so which API did you use?']
+20;1771;20_solar_battery_hai_ki;['solar', 'battery', 'hai', 'ki', 'ka', 'hy', 'hain', 'panels', 'ko', 'ho'];['@abb1591 Is wqqt sb se best solar panels jinko, risen or trina k hain.. Teeno ki price or specification bhi taqreeban same hain. Inveter vm series me kisi bhi company me le lein best hy sb k andar hi taqreeban ek hi trah ka charge controller or board lga hua hy jo k manufacture by Voltronic hy. Fan sirf DC le lein agr solar panel ya battery pr chlana hy', 'ap sab say pehly apni batteries k mutabik setting karain\nus k bad solar first ke setting karain,\nutility load par batteries utility and solar dono say batteries ko charge karta hai to pv k volt drop ho jaty hain, agar ap behtar samjain or ap ka load ap k solar system ke power k mutabik hai  to suba k time say magrib tak apni wapda off kar diya karain or rat ko wapda on kar diya karain\nmain ny apni wapda permanent off ke hue hai kyun k mera main load dc ka hai or 220v ka load sirf 2 say 3 lights ka hai', 'Adnan bhai use yani user defined ke mutaliq jo bataya hai wo 100 percent correct hai baqi jitne bhi logon ne ye setting ka batia hai wo ye hi kehte hain ke ups apne aap hi  battery ko detect krle ga ke konsi type ki battery hai dar haqeeqat jab mene is inverter ki settings ko read kiya tu mughe ye hi pata chala tha ke user defined rakhne se aap battery ke charging voltage aur discharging voltage ko khud se  adjust kr sakte ho manually.']
+21;2051;21_simplifier_amp_sounds_sound;['simplifier', 'amp', 'sounds', 'sound', 'pedal', 'cab', 'guitar', 'stereo', 'tone', 'loop'];"['For your first question: Yes that is exactly what you would do, then you could use the XLR out as a DI while still playing through a real amp. \nSecond question: Honestly not sure if what you described will work but it makes sense to me. You could also go out the preamp ""Send"" into the the front of your amp to use it as a drive/preamp pedal. (This will bypass the cab sim which is what you would want).\nLast question: You would still get sound but the Cab Sim would be in your signal and it would sound undesirable. (Although tone is subjective so you might like it). If by ""without enabling any knob"" you mean that you set every knob to zero including the volume, than yes, no sound.', 'All I need is enough of an amp & cab sim to allow me to use my pedals without an amp & cab. If you want more from an amp & cab sim…for it to be a big part of the sound…then it might not be for you. And in my case, the Simplifier is the only product in the category I’ve seen that includes everything that I want in one box. Effects loop, DI, headphone out, etc. It seems like everyone else leaves out at least one important element that then means you have to buy one or two other boxes for a complete solution to giving your pedalboard all the outs of a multi-fx unit from decades ago.', ""What do you use for the more serious stuff, and which aspect of the tone did you find lacking for some purpose? To me the Simplifier DLX sounds terrific at least on Youtube demos, and there seems to be some sort of an analog thickness to the sound that I don't quite hear in digital amp sims like Iridium - this observation being completely based on Youtube demos so far. Replicating any specific Fender/Marshall/Vox model's sound is not of interest to me at all, I just want to get nice sounds, and real amps are not an option. The feature set on the Simplifier DLX seems to be designed for me personally ;) All the way down to the stereo spread switch. It looks like both the cab sim sound from the XLR outputs and a cab/amp?-less sound can be recorded simultaneously, which should work very well for recording and re-amping or using other cab/amp sims or IRs.""]"
+22;1597;22_boom_boomi_gay_lol;['boom', 'boomi', 'gay', 'lol', 'dj', 'oh', 'designer', 'gonna', 'excited', 'black'];['Boomy can we get this to 100k likes and comins saying boom', 'We boom heart hearts', 'IT Only Boom. 💐💐💐🚗🚓🚗🚗🚗']
+23;2639;23_forums_powerusers_recommend_posting;['forums', 'powerusers', 'recommend', 'posting', 'microsoft', 'checking', 'similar', 'case', 'issue', 'screenshots'];['@stefin.nathan5960 I would recommend posting your issue on forums \nhttps://powerusers.microsoft.com/', '@@benjaminlahsen6721 I would recommend posting your issue on forums \nhttps://powerusers.microsoft.com', 'I will recommend posting your issue on the forums at https://powerusers.microsoft.com']
+24;2622;24_search_filter_filters_filtering;['search', 'filter', 'filters', 'filtering', 'text', 'field', 'delegable', 'records', 'startswith', 'results'];['does the search text field work?', 'You can search and filter at same time. I have a video on that topic.', 'how to filter table instead of search']
+25;2815;25_explanation_explained_clear_concise;['explanation', 'explained', 'clear', 'concise', 'straight', 'explanations', 'explaining', 'clearly', 'overview', 'detailed'];"['Thanks for the clear explanation ☺️☺️', 'Such a clear explanation', 'Very clear explanation.  !! thanks a lot """"']"
+26;2783;26_code_low_coding_tools;['code', 'low', 'coding', 'tools', 'programming', 'developer', 'nocode', 'tool', 'visual', 'developers'];['How about if it comphare to Code on time, please help', 'Low code and no code.. this is good.', 'or i could code in C#. C# on top']
+27;2261;27_gallery_items_galleries_item;['gallery', 'items', 'galleries', 'item', 'property', 'selected', 'vertical', 'reza', 'collection', 'form'];['Hey Rohit,\nThat is a gallery.', 'How can I create a gallery like the one in the video?', 'Gallery is connected to the data source. If you need empty gallery each time, then use the Collection as items property for the gallery.']
+28;1912;28_chat_openai_chatgpt_gpt;['chat', 'openai', 'chatgpt', 'gpt', 'chatbot', 'api', 'conversation', 'prompt', 'model', 'messages'];"['why do you use openrouter api for gpt 4.1, instead of just using the openAI Api directly?', ""Hi David, this tutorial overviews the api version of GPT that is Completions and no tutorial yet for the version of the api that is Chat. But here's a rough list of steps to setup a new api call in Bubble to interact with the Chat version of api.. \n\n(1) you'll want to read and study the docs https://platform.openai.com/docs/api-reference/chat/create\n(2) setup a new API call (with same authentication as shown in this video, the only difference is you doing a new api call) that is a POST to https://api.openai.com/v1/chat/completions and run it as an action\n(3) note the parameters box on right side https://platform.openai.com/docs/api-reference/chat/create as that's what goes in your json body when you build out the API call in Bubble\n(4) the trick to all of this is getting your bubble data structure to format each part of the chat as shown in the first black code block on https://platform.openai.com/docs/guides/chat under “An example API call looks as follows:”.. I’d suggest a data type that includes a field for Role (could be an option set of system/user/assistant, and a field for Text (to hold the sent messages and responses) … essentially whatever parts of the json you make dynamic over in the API call that you setup, like to 5:25 (this part it helps to have a working knowledge of Bubble APIs more so than knowing this particular example .. again, the trick to all of this is getting the data you’re submitting when you run the workflow action in Bubble to post data over to the chatgpt Chat api is getting into that example format mentioned at the start of this point\n(5) if you’ve got the action setup to send the data in the correct format and you’re getting responses and saving the data in a structured way, you can display this data in a repeating group so it appears as a chat and play with the UI so it feels more like a chat\n(6) because OpenAI has a token limit, for the time being, you will run into the issue of having too many characters/tokens at some point and will want to shave off the oldest chat messages but that is a discussion for another day,\n\nHope that helps."", ""@@christophedecrouy3822 yes it's possible \n\nI'll re-share the response to another comment here but it's a different API of OpenAI's that you'd be interacting with. This tutorial overviews the api version of GPT that is Completions and no tutorial yet for the version of the api that is Chat. But here's a rough list of steps to setup a new api call in Bubble to interact with the Chat version of api.. \n\n(1) you'll want to read and study the docs https://platform.openai.com/docs/api-reference/chat/create\n(2) setup a new API call (with same authentication as shown in this video, the only difference is you doing a new api call) that is a POST to https://api.openai.com/v1/chat/completions and run it as an action\n(3) note the parameters box on right side https://platform.openai.com/docs/api-reference/chat/create as that's what goes in your json body when you build out the API call in Bubble\n(4) the trick to all of this is getting your bubble data structure to format each part of the chat as shown in the first black code block on https://platform.openai.com/docs/guides/chat under “An example API call looks as follows:”.. I’d suggest a data type that includes a field for Role (could be an option set of system/user/assistant, and a field for Text (to hold the sent messages and responses) … essentially whatever parts of the json you make dynamic over in the API call that you setup, like to 5:25 (this part it helps to have a working knowledge of Bubble APIs more so than knowing this particular example .. again, the trick to all of this is getting the data you’re submitting when you run the workflow action in Bubble to post data over to the chatgpt Chat api is getting into that example format mentioned at the start of this point\n(5) if you’ve got the action setup to send the data in the correct format and you’re getting responses and saving the data in a structured way, you can display this data in a repeating group so it appears as a chat and play with the UI so it feels more like a chat\n(6) because OpenAI has a token limit, for the time being, you will run into the issue of having too many characters/tokens at some point and will want to shave off the oldest chat messages but that is a discussion for another day,\n\nHope that helps.""]"
+29;1582;29_hai_bhai_ho_se;['hai', 'bhai', 'ho', 'se', 'ka', 'bhi', 'ki', 'ke', 'aap', 'kya'];"[""Task 5 nhi ho raha hai manually bhi try kar lia hai but didn't work."", 'bhai chat gpt strawberry aa raha hai and reports se pata chala hai ke wo khud apna data generate karne wala hai to kya aise me data scientist ke job par koi asar padega kya data science padhna safe hai please ek video bana do', 'Sir 7 members he ye he topic PE kaam kare rahe hai hamari   raat ko class hoti hai ham 7 members ye he power aap Maine kaam kar rahe hai sir or ke baat bole ni thi aapne Jo pehle se le kar last Tak ki video banayi hai to ASI video bana Dona ki ek he video mein sab kuch aajaye  or ham video dekhta hai to aap ne kise Maine kaha formula putup Kiya wo samje nhi aata  isliye toda slow samjaya Karo to parfect samje aaye thank sir aapne reply Diya']"
+30;4012;30_tried_haven_feature_scenario;['tried', 'haven', 'feature', 'scenario', 'sorry', 'im', 'aware', 'option', 'explored', 'believe'];['Possible but I have not tried it', 'Yes sure its possible', '@@IlaChauhan-hx2sq Its possible for sure but not something I have tried']
+31;1677;31_inventory_order_invoice_stock;['inventory', 'order', 'invoice', 'stock', 'cart', 'sales', 'item', 'quantity', 'items', 'stocks'];"['Do you have system for web cameras to monitor inventory on shelves and trigger re order before stock out?', 'Certainly! To automatically update the stock availability in your ""Item"" list while running your PowerApps, you can follow these steps:\n\n1. **Create a Collection**:\n   - In your PowerApps app, create a collection to store the information as the user interacts with the shopping cart. You can use the `Collect` function to add items to this collection. For example:\n     ```powerapps\n     Collect(\n         ShoppingItemsOrdered,\n         {\n             ProductImage: ThisItem.\'Product Image\',\n             ProductID: ThisItem.\'Product ID\',\n             ProductName: ThisItem.\'Product Name\',\n             ProductPrice: ThisItem.\'Product Price\',\n             ProductQuantity: QuantityValue.Selected.Result,\n             ProductTotalCost: (ThisItem.\'Product Price\' * QuantityValue.Selected.Result),\n             ProductNewStock: ThisItem.\'Product Stock\' - QuantityValue.Selected.Result\n         }\n     );\n     ```\n   - The `ProductNewStock` field calculates the updated stock based on the quantity selected by the user.\n\n2. **Submit Order**:\n   - When the user clicks the submit order button, use the `ForAll` function to update the original item list (e.g., \'Items - Spirits\') with the new stock values:\n     ```powerapps\n     ForAll(\n         ShoppingItemsOrdered,\n         UpdateIf(\n             \'Items - Spirits\',\n             \'Product ID\' = ProductID,\n             {\'Product Stock\': ProductNewStock}\n         )\n     );\n     ```\n   - This formula will update the stock on the original item list without any errors.\n\nRemember to adjust the field names and list names according to your specific setup. If you encounter any issues or need further assistance, feel free to ask! 😊\n\nSource: Conversation with Bing, 4/17/2024\n(1) Solved: Shopping Cart - Update Product Stock - Power Platform Community. https://powerusers.microsoft.com/t5/Building-Power-Apps/Shopping-Cart-Update-Product-Stock/td-p/826890.\n(2) Update and UpdateIf functions - Power Platform | Microsoft Learn. https://learn.microsoft.com/en-us/power-platform/power-fx/reference/function-update-updateif.\n(3) Solved: Updating Quantity for Inventory App. - Power Platform Community. https://powerusers.microsoft.com/t5/Building-Power-Apps/Updating-Quantity-for-Inventory-App/td-p/745396.\n(4) How to Update SharePoint List Using Power Automate - Process Street. https://www.process.st/how-to/update-sharepoint-list-using-power-automate/.', 'Bro, you showed how to create a sale (stock out), but that doesn\'t reflect in the main inventory.. \n\nI have checked part 2 of this video, where you showed add stock (stock in) and which is reflected in inventory.\n\nKindly guide me on how to COMBINE ""stock in"" and ""stock out"" in Inventory']"
+32;2116;32_patch_collection_function_patching;['patch', 'collection', 'function', 'patching', 'record', 'grid', 'collections', 'error', 'column', 'sharepoint'];['Patch is the way to go.', 'You can use Patch to update the collection.', 'You could use Patch for that.']
+33;2849;33_form_edit_forms_submit;['form', 'edit', 'forms', 'submit', 'button', 'mode', 'screen', 'fields', 'view', 'save'];['Sir if we want to go to new form and from our data table we have to fill our selected values which we want only in new form here edit form is happening but we want new form to fill new form  And only the values that we have to fill in the form are there', 'What if I use a form..', 'Hi..I checked most of the form control playlist..Mostly I could see Edit form is used instead of display form.\nCan you let me know is it possible to make display form to edit form?']
+34;3460;34_vid_interesting_fantastic_wonderful;['vid', 'interesting', 'fantastic', 'wonderful', 'man', 'shane', 'loved', 'enjoyed', 'presentation', 'absolutely'];['Another grear video!!! Thank you.', 'many thanks for the video', 'I like this video..']
+35;1354;35_song_beautiful_music_album;['song', 'beautiful', 'music', 'album', 'voice', 'performance', 'lovely', 'fear', 'songs', 'sheldon'];['I like this  song', 'Very meaningfull song, keep it up..💖💖💖', 'Emotional melody song.😌']
+36;1755;36_india_tamil_tn_interview;['india', 'tamil', 'tn', 'interview', 'dmk', 'state', 'suresh', 'government', 'education', 'govt'];"['What a interview...to grow our TN and india?', 'Both are same if TN is developed india will also', '"" No. 1 is Tamil Nadu ""  in India']"
+37;1046;37_firebase_firestore_supabase_storage;['firebase', 'firestore', 'supabase', 'storage', 'database', 'backend', 'rules', 'authentication', 'ff', 'rowy'];['Firebase, Mockaroo, Firefoo', 'There is already one. Firebase', 'How to do this in Firebase?']
+38;1224;38_stripe_payment_plugin_payments;['stripe', 'payment', 'plugin', 'payments', 'account', 'checkout', 'card', 'customer', 'bubble', 'bank'];"[""Hi Majd, make sure that you're using the test version of the app if you're using a test card 4242 4242 4242 and any expiration date in future, any CVV. If you're integrating Stripe.js 2 then you will want be sure you create a customer in stripe, save the stripe customer iD  and save the STripe ID of their card when you create their card with a stripe token. then when you charge them with a saved card use this stripe card id that you saved in Bubble on the user. I will cover another payments tutorial sometime in the future, would be great to go over Stripe.js 2 plugins because it's very flexible"", 'My first question is : what is the field type of StripeID ? I have many options of stripe type fields ( Stripe invoice, Stripe Customer, Stripe Subscription, Stripe Subscription Item, etc...) but no StripeID.', 'Yes  using Stripe']"
+39;2392;39_free_plan_paid_pay;['free', 'plan', 'paid', 'pay', 'month', 'trial', 'subscription', 'monthly', 'cost', 'credits'];['it is free for now', 'And it is not *FREE*', 'Not free either']
+40;2613;40_github_file_download_sample;['github', 'file', 'download', 'sample', 'zip', 'demo', 'rdorrani', 'repo', 'code', 'git'];['I could only copy the code and not download as file?', 'can you download the file? @Nnamdi Ihenetu-Geoffrey', 'How to download the file ?']
+41;1982;41_email_send_notification_emails;['email', 'send', 'notification', 'emails', 'notifications', 'outlook', 'push', 'sent', 'mail', 'address'];"['Hello bro, I make a dynamic email which let the email update the table with a quick edit in the email\nHowever my problem is that when it is update the same e-mail is send back \nAlready tried this row before and after but it does work and sometimes makes the system dont send the email at all', ""Email Notification is one of the most common requirements for even a simple app, and why do we need to write scripts to send email notification? After Google putting so much effort and money on making AppMaker, what cost you so much by including Email Notification feature? For a non-technical business people, some (if not many) can actually give up on your product due to lack of email notification -- they can't write code to send email anyway. Think about it Google."", 'Simply send a notification email']"
+42;1510;42_audio_music_sound_voice;['audio', 'music', 'sound', 'voice', 'background', 'mic', 'volume', 'microphone', 'annoying', 'hear'];"['background music is more louder than your voice !', ""Can't hear the audio, only music."", 'Good music audio']"
+43;1620;43_flow_flows_trigger_automate;['flow', 'flows', 'trigger', 'automate', 'power', 'run', 'action', 'apps', 'powerapps', 'v2'];"[""Nice video! But do you know what I could do if I don't see the Power Automate flow in Power Apps? I did an Instant Cloud Flow with Power Apps as a trigger and it doesn't show up in the PowerApps flows. Thanks!"", 'I am new to power automate flows. I watched couple of your videos and finally able to create one flow. But now I want to use same flow for another list . How to use same flow for more than one Sharepoint list within one Sharepoint.', 'A flow cannot have an app in it.']"
+44;1162;44_sending_po_support_class;['sending', 'po', 'support', 'class', 'waiting', 'youtubers', 'yummy', 'youtuber', 'ivan', 'host'];['sending support and waiting. yayalabs', 'Sending love and full support from team eagle waiting here', 'Sending love and support waiting for this yayalabs']
+45;916;45_approval_approver_approvals_approve;['approval', 'approver', 'approvals', 'approve', 'approvers', 'approved', 'reject', 'flow', 'status', 'request'];"['@RezaDorrani  MS flow approval, sends the e-mail with approval button, but I want approver to review and edit the information and then approve it. I want the form to have pre-filled data, approver updates the information and approve to move to next level of approval. Please give me some directions to research on myself. It will be great, if you can make one quickly.', ""Hi Reza! This is, in fact, an excellent video. But one question from me is, how can I get the API when I create an approval action in Power Automate? Since I don't have the approval dashboard like yours, where I can also approve within Power Automate, I only have the options of approval in Teams and email."", 'We are using an approval action which does send the approval task to both email and Teams']"
+46;1552;46_controls_modern_color_control;['controls', 'modern', 'color', 'control', 'classic', 'theme', 'colors', 'font', 'preview', 'colour'];"['I have not tried with modern controls hence not sure', 'Do you need to use modern controls?', ""I can't find modern controls""]"
+47;1378;47_model_canvas_driven_apps;['model', 'canvas', 'driven', 'apps', 'lisa', 'pages', 'dataverse', 'custom', 'power', 'page'];['Hello Sir, Is it Model-driven app or a Canvas app could please let me know.', 'Thank you, with this I can now create canvas! in a Model driven App', 'Does this onluy for model driven app? or is it available for canvas app too?']
+48;2072;48_idea_suggestion_ideas_future;['idea', 'suggestion', 'ideas', 'future', 'definitely', 'tuned', 'stay', 'added', 'mind', 'sounds'];"[""Thanks for the suggestion! We'll add it to the list!"", ""I'll add to my list! Thanks for the suggestion."", 'That’s the idea. Thank you for your suggestion']"
+49;1398;49_responsive_container_containers_height;['responsive', 'container', 'containers', 'height', 'width', 'size', 'design', 'layout', 'screen', 'horizontal'];['Is it responsive?', 'What’s good for responsive?', 'Can you please make a video on responsive design support, if we are creating a Web app and mobile app, so it should be responsive on all screen size.']
+50;1732;50_contact_gmail_email_number;['contact', 'gmail', 'email', 'number', 'mail', 'reach', 'talk', 'connect', 'dm', 'send'];['@@clavinfernandes8566  How can i contact you?', 'is there anyway i can contact you please', 'CAN YOU SHARE A CONTACT NUMBER TO CONTACT YOU']
+51;1047;51_exam_pl_certification_900;['exam', 'pl', 'certification', '900', 'passed', 'salesforce', 'study', 'dumps', 'questions', 'practice'];"['Same questions appear for everyone in pl-900 exam...?? \nHow to prepare for pl-900 exam...plz help', 'Where to practice pl 900 exam ?', ""Hi Muhammad. You don't need to take the PL-200 exam before taking the PL-100 exam. However, most of the requirements of the PL-100 exam are in the PL-200 exam, so you probably would be able to do so. Phillip""]"
+52;1135;52_template_templates_skool_word;['template', 'templates', 'skool', 'word', 'free', 'community', 'available', 'page', 'document', 'n8n'];['Where do I find this template?', 'HOW TO GET THAT TEMPLATE', 'How can i get this template?']
+53;1589;53_n8n_install_local_locally;['n8n', 'install', 'local', 'locally', 'node', 'mcp', 'self', 'hosted', 'host', 'nodes'];"['You can self host N8N', 'It is too much work. I will automate setting up N8N by using N8N...', ""one that don't have n8n is mailhook.""]"
+54;1865;54_dataverse_sql_sharepoint_database;['dataverse', 'sql', 'sharepoint', 'database', 'tables', 'source', 'teams', 'table', 'lists', 'server'];['It will not be the same with Dataverse', 'This one is Dataverse.', 'Will these work for Dataverse as well ?']
+55;1007;55_whatsapp_telegram_trigger_message;['whatsapp', 'telegram', 'trigger', 'message', 'webhook', 'number', 'bot', 'send', 'business', 'meta'];"['Full Tutorial for stickers app for WhatsApp', 'Do we need WhatsApp business API to connect with whatsapp?', ""are there opcion with whatsapp<'""]"
+56;1873;56_valuable_quality_appreciate_enjoying;['valuable', 'quality', 'appreciate', 'enjoying', 'helpful', 'man', 'truly', 'coming', 'useful', 'glad'];['Great content!! thank you', 'Great content. Thanks a lot.. 👍👍👍', 'good content. keep up the great work!']
+57;1552;57_course_courses_training_udemy;['course', 'courses', 'training', 'udemy', 'online', 'classes', 'join', 'offer', 'paid', 'session'];['Hi, Do you have a Many to many course?', 'Where can I get this course', 'Do you have a course for this ?']
+58;1209;58_reza_dorrani_saver_explained;['reza', 'dorrani', 'saver', 'explained', 'knowledge', 'life', 'helpful', 'brilliant', 'useful', 'session'];['Great Reza ! Thanks a lot !', 'Great one Reza :)', 'Thank you so much for these Reza!']
+59;1558;59_workflow_workflows_pneumatic_node;['workflow', 'workflows', 'pneumatic', 'node', 'trigger', 'n8n', 'step', 'backend', 'nodes', 'tool'];['How do I get this workflow?', 'Where to get workflow?', 'where can i find this workflow?']
+60;694;60_qr_barcode_scan_scanner;['qr', 'barcode', 'scan', 'scanner', 'scanning', 'barcodes', 'code', 'codes', 'reader', 'scanned'];['How to scan the QR code? 😢', 'appreciate if you could do a video about qr code/ barcode scanner using power app', 'Can create with barcode?\nI don’t need QR code, I need barcode']
+61;2763;61_table_column_columns_tables;['table', 'column', 'columns', 'tables', 'lookup', 'id', 'child', 'row', 'parent', 'relationship'];['Good explanation. Would you know to get a specific value from a Virtual Column from another table to display on another column on a seperate table? I had made reference on the new table with the [keyid].[virtual column] but no value is coming up despite a value working on the other table.\nThanks', 'How can i create a table column like in yout sharepoint list?', 'how create a table?']
+62;1232;62_automation_automations_automate_automating;['automation', 'automations', 'automate', 'automating', 'stuff', 'tribe', 'pneumatic', 'nick', 'skool', 'ai'];['Automation 😁🙏🏼⭐⭐⭐🙌🏼🙌🏼🙌🏼', 'Automation 😊 thank you', 'Automation 😊 thank you!']
+63;2036;63_informative_information_knowledge_info;['informative', 'information', 'knowledge', 'info', 'valuable', 'useful', 'session', 'helpful', 'interview', 'appreciate'];['Good one. Very Informative. Thanks for sharing this.', 'Very informative! Thanks for sharing', 'Very informative. Thanks for the information.']
+64;1459;64_useful_helpful_saved_helped;['useful', 'helpful', 'saved', 'helped', 'extremely', 'super', 'usefull', 'glad', 'life', 'incredibly'];['Thank you!  This was a very helpful video!!', 'Very helpful video. Thank you!', 'Thank you for this video. Very helpful video 🙂👍.']
+65;1068;65_teacher_teaching_style_lesson;['teacher', 'teaching', 'style', 'lesson', 'teach', 'learned', 'lecture', 'learning', 'teachers', 'tutor'];['Thanks a lot! You are a very goog teacher.', 'Thanks a Lot my teacher :)', 'wow, you are the best Teacher \nthank you so much for teaching me and everyone, all the best to you']
+66;1678;66_tool_screen_software_recording;['tool', 'screen', 'software', 'recording', 'editing', 'studio', 'draw', 'record', 'diagram', 'mac'];['What recording software are you using to record this?', 'Which screen recording software are you using ?', 'Hi.. Thanks for the great video, I have another question.. What is the name of the software you use to record the screen?']
+67;1427;67_watching_glad_hear_welcome;['watching', 'glad', 'hear', 'welcome', 'enjoyed', 'liking', 'happy', 'commenting', 'pleasure', 'subscribing'];"[""That's great! Thank you for watching."", 'Thanks for watching! :)', 'Thanks for watching! \u200b@@GreenlifeFin']"
+68;643;68_ukraine_war_germany_tanks;['ukraine', 'war', 'germany', 'tanks', 'russian', 'weapons', 'military', 'air', 'poland', 'german'];"['Widen the war and deal with Russia once and for all. Russia will destroy itself thanks to Putin.', 'Hard to see how Russia would widen this war. It would be absolutely suicidal.', '2:54 ""There is a hangover from World War 2, a sense of guilt over Germany\'s conduct and relationship with RUSSIA.""\n\nNO. This is wrong. Germany did not invade Russia. Germany invaded the SOVIET UNION, which included other entire republics such as... UKRAINE. Ukraine has been so thoroughly erased from history that even though Germans are almost paralyzed with war guilt over ""what we did to Russia"", many Germans would probably give you a blank stare if you asked them how much war guilt they feel towards Ukrainians. The lands most devastated by the fighting on the Eastern Front were Poland, Belarus, and Ukraine, NOT RUSSIA. But you\'d never know that from the way that history is always framed, and especially the way entire nations and peoples have been successfully erased from that history, like Ukraine. Millions of Ukrainians died in the war, many Ukrainian civilians, and many Ukrainian soldiers serving in the Red Army. \n\nThis endless hand-wringing over the ""terrible things Germans did to RUSSIANS"" is a complete erasure, and Moscow secretly smiles every time someone repeats this Russian-centric narrative framing that erases Ukrainians, Belarusians, Khazaks, and many others. After the collapse of the Soviet Union, everyone did a mental ""search & replace"" and swapped ""Soviet"" with ""Russian"" and called it a day. This is how Russia can propagate the myth that ""Ukraine isn\'t a real country"". This corrupted understanding of history is how we end up with a situation in which Germany, wracked with war guilt, identifies with and appeases RUSSIA THE INVADER and pressures UKRAINE THE VICTIM to negotiate.']"
+69;1137;69_menu_component_navigation_bar;['menu', 'component', 'navigation', 'bar', 'nav', 'screen', 'icon', 'navigate', 'left', 'menus'];"['Thanks for Watching. Add the ""NavLink"" in submenu table (similar to Menu) and Use Navigate function to go to another screen on click of menu/submenu', 'Do you have the link to the video where you create your side menu?', 'Hi, Do you have a video of a side menu with a submenu?']"
+70;1440;70_soon_upload_pls_coming;['soon', 'upload', 'pls', 'coming', 'plz', 'forward', 'uploading', 'vids', 'waiting', 'tuned'];['Can you please do more videos', 'more videos like this please', 'Thanks For this Video ,Please Upload All videos.']
+71;1157;71_self_hosting_hosted_host;['self', 'hosting', 'hosted', 'host', 'hostinger', 'domain', 'cloud', 'server', 'vps', 'free'];['So all only possible through self hosting?', 'What is self hosting?', 'Self-hosting it can be done for free']
+72;581;72_zoho_creator_deluge_greetings;['zoho', 'creator', 'deluge', 'greetings', 'crm', 'books', 'portal', 'support', 'form', 'html'];['Zoho creator nte kooduthal videos chayyumoo', 'I have Zoho One and it has Creator in it', 'Thank you @Zoho Creator ❤']
+73;627;73_ff_widget_code_web;['ff', 'widget', 'code', 'web', 'figma', 'widgets', 'custom', 'supabase', 'tutorial', 'api'];['you can make anything with FF', 'this should be premade with ff.', 'More FF please! Thanks!!']
+74;856;74_subscribed_subscriber_subscribe_sub;['subscribed', 'subscriber', 'subscribe', 'sub', 'subbed', 'earned', 'liked', 'subscribing', 'subs', 'forget'];['I have subscribed', 'well done. subscribed', 'Just subscribed']
+75;680;75_map_location_maps_address;['map', 'location', 'maps', 'address', 'distance', 'google', 'marker', 'lat', 'locations', 'markers'];"[""Thanks for all the help, looked through some of your videos and they've all been great help. For the project I am working on, I am looking for a way to overlay my own text and images over google maps (or any other map design),  when you click a location on said map. For example like when you click on a resturant on google maps all their info pops up. Can I accomplish this on FF?"", 'Could leaflet-maps be used here as a custom map instead of google Maps?', '❤🧡💛💚💙💜🤎🖤🤍 Awesome. Good job!   Please, make the part 2 of this tutorial and perhaps add google map by explaining filtering on google map based on a store location against the user location. (store near user location).']"
+76;869;76_license_premium_365_office;['license', 'premium', '365', 'office', 'power', 'licenses', 'apps', 'connectors', 'users', 'licence'];['They will need a license for Power Apps.', 'External users do need a license. \nThey need a power apps premium plan if App is using a premium connector.\nThey need basic power apps license (office plan) if App is using standard connectors.', 'Every Power Apps user does need a license. \nSeeded Office 365 licenses include Power Apps. \nPremium license for Power Apps are required only when your Apps use premium connectors.']
+77;1075;77_group_repeating_groups_element;['group', 'repeating', 'groups', 'element', 'page', 'focus', 'visible', 'reusable', 'elements', 'cell'];"['What input did you set in the repeating group? How did you built this repeating group?', ""What's the Data Source for your repeating group?"", 'How is it different from a repeating group?']"
+78;837;78_english_language_subtitles_spanish;['english', 'language', 'subtitles', 'spanish', 'speak', 'translate', 'translation', 'french', 'captions', 'auto'];['Could I ask you to add subtitles for people who do not know English and Chinese. 🙏🙂Subtitles added.', 'Let me add English subtitles', 'Hope to see this with English subtitles']
+79;1921;79_rezadorrani_response_reply_quick;['rezadorrani', 'response', 'reply', 'quick', 'reza', 'appreciate', 'okay', 'forum', 'posted', 'answer'];['@@RezaDorrani thank you !', '@@RezaDorrani thanks you', '@@RezaDorrani Thank you for your time! ))']
+80;1039;80_cloud_engine_deploy_gcp;['cloud', 'engine', 'deploy', 'gcp', 'google', 'gcloud', 'java', 'service', 'python', 'deploying'];"[""I got it working. I had to do 2 things. Actually create an app engine, as well as allow access to all api's when creating my instance. but from there i was able to create it from the google cloud compute engine."", ""Please deploy the application on App Engine.   (I'm getting this error)    (Can anyone please help   ?)"", 'Hi there,\r\n\r\nThank you for this great video :)\r\n\r\nJust a quick question for my understanding:\r\nOnly the last sample / #7 has ""without Docker via Cloud Buildpacks deployment"" in the title.\r\nIsn\'t sample #1, #2, #3, #4, #5 and #6 also using Cloud Buildpacks in the background?\r\nThis video https://youtu.be/suhCr5W_bFc?t=298 states that App Engine, Cloud Run and Cloud Functions also build via Cloud Buildpacks.\r\nThank you in advance!\r\n\r\n#1) 4:45 - Deploy Node.js app to App Engine\r\n#2) 5:33 - Deploy Node.js app to Cloud Functions\r\n#3) 6:31 - Deploy Node.js app to Cloud Run\r\n#4) 7:32 - Deploy Python 2 app to App Engine\r\n#5) 8:20 - Deploy Python 3 app to App Engine\r\n#6) 9:14 - Deploy Python 3 app to Cloud Functions\r\n#7) 10:19 - Deploy Python 2 app to Cloud Run with Docker\r\n#8) 11:21 - Deploy Python 3 app to Cloud Run with Docker\r\n#9) 12:36 - Deploy Python 3 app to Cloud Run without Docker via Cloud Buildpacks']"
+81;2030;81_enjoy_learning_helping_happy;['enjoy', 'learning', 'helping', 'happy', 'appreciate', 'helpful', 'watching', 'series', 'effort', 'man'];['Thank you for great videos 🎉', '@ Thank you! Great videos!', 'Your videos are great, thank you']
+82;923;82_json_parse_parsejson_object;['json', 'parse', 'parsejson', 'object', 'string', 'jsonformat', 'file', 'error', 'array', 'alignment'];['I need this json can someone give me?', 'Why not use JSON?', 'Can you givee this on json']
+83;1594;83_waiting_youtu_episode_wait;['waiting', 'youtu', 'episode', 'wait', 'eagerly', 'coming', 'second', 'released', '2nd', 'series'];['the video i was waiting for please part 2', 'Waiting for part 2 video', 'great video. Waiting for part 2']
+84;1738;84_topic_backlog_post_subscribers;['topic', 'backlog', 'post', 'subscribers', 'requests', 'suggestions', 'voted', 'community', 'tab', 'suggestion'];['Most welcome!\nI have no plans for a video on the topic you mentioned.\nEvery 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted idea gets added to my backlog. Make sure to post this idea whenever I post the next topic suggestion post.', 'Most welcome!\nI make videos when I receive multiple requests on a topic. Every 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted topic ideas get added to my backlog. Make sure to suggest this idea whenever the next topic suggestion post is out.', 'Thanks!\nI have no plans for a video on that.\n I make videos when I receive multiple requests on a topic. Every 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted idea gets added to my backlog. Make sure to post this idea whenever I post the next topic suggestion post.']
+85;1688;85_error_message_failed_errors;['error', 'message', 'failed', 'errors', 'fix', 'invalid', 'followed', 'request', 'following', 'node'];"[""what's the error?"", '@@cm11138 I have the same error. ', 'what is the error?']"
+86;1907;86_access_permissions_security_user;['access', 'permissions', 'security', 'user', 'users', 'role', 'permission', 'admin', 'level', 'sharepoint'];['Hi Reza,\nIn sharepoint role based security, do we need to break permissions in the parent list as well?', 'Users will need to have permissions to the list itself. Idea is to break permission at the item level.', 'Im assuming by not access you mean no access at all. In that case you dont give permissions to those users on the site.\n\nIf you mean read only, then you can set permissions at list level.\nYou can also create your own custom SP groups if required.']
+87;1483;87_available_preview_feature_release;['available', 'preview', 'feature', 'release', 'region', 'ga', 'currently', 'features', 'public', 'uk'];['It is currently available for US Region in preview type environments.', '📝 Currently available in US Region preview type environments only', 'Its still available in US preview region.']
+88;884;88_business_central_dynamics_365;['business', 'central', 'dynamics', '365', 'bc', 'microsoft', 'd365', 'sales', 'crm', 'dynamics365'];"['Here you can read more about the business areas and functionality in Business Central, such as financial management, reporting and sales.\nhttps://www.activebs.com/en/dynamics-365-business-central/business-central-business-functionality', 'Figured out about the Microsoft Dynamics 365 Business Central.', 'Hi Sir good day! how can I resolve this error in our Business central ""You do not have access to Dynamics 365 Business Central. Verify that you have been set up as a valid user in Dynamics 365 Business Central.? thanks in advance']"
+89;700;89_reza_brilliant_usual_tips;['reza', 'brilliant', 'usual', 'tips', 'linking', 'useful', 'deep', 'presentation', 'clear', 'knowledge'];['Great video as always.. Thanks Reza..', 'Another great video! Thanks, Reza.', 'As always, great video Reza!!']
+90;777;90_docker_compose_baserow_host;['docker', 'compose', 'baserow', 'host', 'container', 'n8n', 'internal', 'install', 'windows', 'running'];['Do I need the docker file?', 'Not using it with docker first?', 'docker cammand please']
+91;429;91_sap_btp_process_automation;['sap', 'btp', 'process', 'automation', 'joget', 'trial', 'cloud', 'generative', 'hana', 'service'];['What do you think about SAP Build? 🤔', 'Thanks for your feedback! You can find more resources on ABAP Cloud, https://sap.to/6054IQuo8, and SAP Build, https://sap.to/6055IQuoD, on the SAP Learning site. - Bella, SAP Community social media team', 'Are that a function of SAP or of SAP B1?']
+92;773;92_canada_china_earth_climate;['canada', 'china', 'earth', 'climate', 'global', 'country', 'world', 'city', 'science', 'cities'];"[""Don't need a petition. Canada's started already."", '@zachcarter3186 Further more (since I am replying to you both) Canada has some of the best and safest energy gathering forest and resource management laws in the world. What China burns in coal in a day far exceeds what Canada does in a month, start in China before bankrupting our country.', 'Nothing is made in Canada.']"
+93;414;93_boomi_dell_sumit_dellboomi;['boomi', 'dell', 'sumit', 'dellboomi', 'bhoomi', 'training', 'integration', 'course', 'career', 'shalini'];['Hi Shalini can you please share some more videos about Dell boomi', 'I am looking for Dell boomi training', 'Hi shalini garu, can we have full videos on dell boomi.']
+94;1195;94_00_11_25_13;['00', '11', '25', '13', '24', '20', '02', '18', 'min', '12'];['Crazy part starts at 6:00', '16:20\n\n17:00\n\n20:10\n\n24:50', 'This is for my references \n2:10\n7:50\n9:10\n13:00\n19:00\n19:40\n24:40\n30:00\n31:00\n33:00\n37:00']
+95;704;95_supabase_postgres_vector_qdrant;['supabase', 'postgres', 'vector', 'qdrant', 'db', 'node', 'rag', 'database', 'cole', 'memory'];"['what about Supabase?', 'work with supabase?', ""I can't get it to work with Supabase.""]"
+96;1175;96_review_figure_black_retool;['review', 'figure', 'black', 'retool', 'transformation', 'white', 'bike', 'figures', 'red', 'movie'];"['Well I agree and disagree with your points. When it came to the Sentinel Haslab, Marvel Legends reused the extra figures bodies. They are famous for it, well Hasbro is famous for repaints. If they included some red hair for Glenda that would be cool. I think that Glenda, though, was a good choice. I like two things about Glenda: 1, She is a Co-Pilot for Helicopters. 2, She is an unheard of figure that would never have gotten the Classified treatment otherwise. I am happy that she is there and not a must wanted figure like idk Mephisto -glares at EoV-. She is a weird one but not one that collectors will get mad about missing. Personally I would like them to do this more often, give us figures we would have had a very small chance of getting otherwise. Could have been someone who isnt blonde but o well, nothing can be perfect. Like a helicopter pilot from India or even a country from Africa would have been cool. I was hoping they would pull a Hisstank and give us another ""never before released OG Joe figure"" I think that would have been the best approach. A new person that is only available through the Haslab. \n\nGreat video mate! :) Have you seen \'Rise of th eBeasts\' yet?', 'Can’t wait for when potp inferno comes really love the hot spot mold! and you know what’s better that it’s in red my favorite color that makes love the figure even more.', 'Thor is  quality old stuff. There was an old 2nd hand store, Mike\'s, in Portland for 40+ yrs, then moved out to Beaverton. I got to know the old Greek, Mike, shortly after he moved to B-ton in the early \'90\'s, & we became good friends.\n\nIn the early 2000\'s, he told me one morning he had decided to retire & close the store. By then, I knew his history; immigrating as 18 yr old w/ his brother, from Greece, & falling into the pawn shop biz.\n\nThe store was his legacy & has that old time pawn shop/2nd hand store vib, but was a degree or two off being in a newer, well lit, building.\n\nHis daughters/son-in-laws had no interest, and w/ the economy struggling under Bush, nobody wanted to buy it as a working, (good earning biz).\n\nSo Mike said screw it, I\'ll cut prices in half & sell everything myself.\n\nA bit gobsmacked, cause I figured I\'d get a call one of these days from his wife saying he\'d died behind the counter. Then he said, I\'m starting the sale next week, but there\'s a few people I\'m giving 1st shots to & you get the first of all, plus I have a surprise for you.\n\nThen he began to thank me for being such good friends to him & his wife, (I\'d kinda adopted them, did things for them, looked after them, since their daughters had moved away.), & said I could dig through the store & backroom. Anything I wanted he\'d give it to me for 50 off 50.  (I\'d learned Mike\'s unique discount language & knew he meant 75% off.\n\nI came in the next day, Sat, w/ coffee & pastries & had a day. When the store was moved from Portland stuff, (by hired movers), there was little organization or oversight. The new place had overly deep shelves for a retail store & I dug to the back of shelves & cabinets for the 1st time in 20+ yrs. (Mike wouldn\'t have let anybody drag 20-25 tools out onto the floor to get to the back, so the stuff hadn\'t seen light of day for years.\n\nI found a ½"" router from the 40\'s buried behind 20 some routers. This router was made by the company Porter Cable bought, when they started & ""invented the router"".\n\nPC is credited w/ inventing the router when in fact they bought this company <2 yrs after it  was founded, renamed the router to Porter Cable & made history by ""inventing the router"".\n\nMike sputtered when I showed it to him, \'Look what I found!  Isn\'t this a tag from the downtown store?\'  The Portland store was \'Mikes\', the Bton store was generic.\n\nIt was, & Mike remembered the router, who sold it & how much he paid for it; he was like that, could remember every thing he\'d personally bought.\n\n""Put all that crap on the floor away, & I won\'t update the tag before I give you a price, he said, w/ a gleem in his eye.\n\nHe was an old timer, no matter what the tag said, it was the high point of the day when you\'d take something to the counter & bargain on it.  It was one of the reasons we hit it off.  He frequently lamented no one had the juice to haggle any more, life was too easy for everybody. They boringly paid sticker.\n\nBy this time, it was a game Mike & I played & enjoyed. He\'d just as soon give whatever tool it was I needed, (not wanted; needed or had use for, always), but he\'d confided in me one day, \'If I just gave it to you, you wouldn\'t appreciate it as much.  You work to get a good price outta me & you earn it, you appreciate it more.\'  In his Greek accent, & pattern, it was musical.\n\nWe haggled over the router through a couple of cruellers & a cuppa coffee; I ended up giving him 17% of the 1980 price tag. Think it was about $12.\n\nThat router is still on my router table, almost 25 yrs later.\n\nBut what started this tale, (haven\'t thought of Mike for a while, hadn\'t realized how much I missed the old thief- my fav haggling insult.) was the brand new Thor air tools I found buried in the back room, along w/ a Wright Aircraft 4 ft ""manual impact wrench"". (Yes, THAT Wright.)\n\nOne of the new Thors was a 12"" blade worm drive \'Skil saw\'. Looked just like the real big brother of a Skil 77, but had a 1"" air hose & spun a friggin\' 12"" blade.  Still had red cosmoleen on the bare metal parts. Thor still sold them, at that time, but I found, w/ a bit of research, this Thor was a early 50\'s vintage, brand new.\n\nMike had a shocked look when I showed it to him. While he could recall all the details about the deals, he could totally forget something existed if it was out of sight, or misplaced. Turned out a LOT of stuff got misplaced during the move & some of it had been \'misplaced\' during the Portland store\'s days.\n\nThe 2 new Thor tools & the manual impact had been \'missing\' for nearly 40 yrs.\n\nThe other Thor was a jack hammer.\n\nThe manual impact was interesting. It looked like a movie prop of a 4ft long ratchet; head was oversized, and a basic shape, w/ a 2.5"" diameter straight tube handle.  Wright Aircraft was still in business, (surprise), but was only known in govt & aircraft circles.  Wasn\'t much info about their aircraft work for the US, but their was plenty about the impact.\n\nMade primarily for the Pentagon, these wrenchs were an \'impact\', capable of multiplying the manual torque applied to the handle, (2 operators recommended), via a cam over mechanism. The impact waa enough to adequately tighten, or bust lose, the main drive nut on the track of a US Army tank.\n\nLiterally, enough torque for a Sherman Tank.  LOL...\n\nThey were built exclusively for the Pentagon, by Wright, since the \'40\'s for ""In field servicing of tank drive tracks"".\n\nGot it for a high school buddy who\'s worked un his family\'s tire shop since he got back from Alaska in \'74.  Worked in a tire shop during pipeline boom; had a bunch of friends who went off to work in the \'wild west\' like environ.\n\nThat Cleco would do a number on an untucked shirt tail.\n\nI have a couple of big brothers to that inline grinder I\'ve been threatening to get working; they have 1"" collets & air line fittings.\n\nGeoD\n\nI still have a \'good CP\' air tool, or two, (had them for decades, as well.)']"
+97;605;97_sort_sorting_descending_ascending;['sort', 'sorting', 'descending', 'ascending', 'filter', 'order', 'firstname', 'sortbycolumns', 'column', 'startswith'];"['can the user sort the table by name or date or other column?', ""Does table sorting work for lists larger than 15 items? My list doesn't sort at all when clicking the sort buttons"", 'Hi Matt.  Thanks for another good tutorial. One question: you sort records on OnRecordLoad, and call the generic command “Sort records”. In your case, Sort [Restore] which I found out comes from using the Sort command on the tool bar and setting ”Keep records sorted”.   It in my instance, when I call the sort command, it restores to a field that I have not sorted by; it restores a sort by “CreationTimeStamp” field. I’m confused. On my layout browse mode, I select sort from the toolbar. I sort by “Name” and “keep records sorted”. Then I run your script, but it still sorts by  the “CreationTimeStamp” field, not by the “Name” field. How do I set the sort of the layout to Name, then when I call Sort records [Restore] that is sorts by the last sort command I just did? Without this function working properly, I do not get a sort after a quick find that works.']"
+98;741;98_license_premium_licensing_licenses;['license', 'premium', 'licensing', 'licenses', 'source', 'users', 'require', 'user', 'connector', 'cost'];['Yes, although you could have either a single app license or the full premium license.', 'we need a premium license?', 'I think I need to do a licensing video. 🤩 \n\nLicensing is for the user of the app, not the creator. So you can build a premium app without a premium license. But everyone you share it with will need a premium License to use it.']
+99;1357;99_channel_subscribe_subscribed_subscribers;['channel', 'subscribe', 'subscribed', 'subscribers', 'join', 'members', 'grow', 'membership', 'gold', 'underrated'];['It is such a great channel! Thank you!', 'I really like your channel! 😁', 'Thank You for being a part of the channel']
+100;851;100_screenshots_action_powerusers_forums;['screenshots', 'action', 'powerusers', 'forums', 'guidance', 'issue', 'recommend', 'provide', 'microsoft', 'posting'];['I will have to look at your App in action to provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com', '@suziwin6297 I will have to look at your App in action to provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com', 'I will have to look at your App in action to know about your issue & provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com']
+101;886;101_price_expensive_money_pricing;['price', 'expensive', 'money', 'pricing', '000', 'prices', 'trading', 'usd', 'financial', 'companies'];"['What about price?', ""What's is price"", 'Thank you 🌹 🌹 🌹\nRetails price is 84500']"
+102;515;102_plane_icon_aircraft_a5;['plane', 'icon', 'aircraft', 'a5', 'flying', 'airplane', 'sell', 'truck', '000', 'pilot'];"[""Who would want to get on a plane with someone as narrow-minded as you? Also, any plane is a dead man's plane when it's flown dangerously."", ""this is way out of my reach. I'll have to stick with my old land plane or go to building a plane myself."", 'I can get two nice paintings , and a Cheesburger for the price of this plane.']"
+103;792;103_delete_remove_deleting_deleted;['delete', 'remove', 'deleting', 'deleted', 'row', 'record', 'item', 'button', 'icon', 'edit'];['Trackhoe075 yes, you can just delete them if you like.', 'delete function ... ?', 'must .... not .... delete ..... :-D']
+104;692;104_bi_report_power_powerbi;['bi', 'report', 'power', 'powerbi', 'reports', 'embed', 'apps', 'refresh', 'pbi', 'dashboard'];"['I tried it with power bi. It does not work.', ""Hi Reza,\r\n\r\nI found your answer from the microsoft powerapps community \r\nmy question was as below \r\nI've integrated Power BI with Power Apps and confirmed that PowerBIIntegration in Power Apps successfully brings in all the data during app editing.\r\nWhen I'm editing the app in Power Apps, the data appears correctly in the gallery (Gallery Item: PowerBIIntegration.Data).\r\nHowever, after publishing the app and accessing it via the app link or browser, the gallery displays no data.\r\nHere’s what I’ve tried so far:\r\nVerified that PowerBIIntegration.Data is correctly used in the gallery.\r\nAdded the Power BI connection under Data Sources in Power Apps.\r\nDespite these steps, the gallery still shows no data after publishing.\r\n\r\nIs there something I'm missing, or is this a known limitation? How can I resolve this issue?\r\n\r\nand your reply to other similar question was \r\n\r\nHi @Anonymous \r\nI believe the Power Apps will get data from Power BI only when the Power BI report is accessed\r\nYou cannot directly go to the PowerApp and have the data for the Power BI report show up because the connection is established only when you open the Power BI report where the PowerApp is added\r\n\r\nMY QUESTION\r\nso, does this mean that the Power Apps embedded in Power BI works only when accessed through the Power BI report, and the integrated app cannot independently fetch data from Power BI? Is that correct?"", ""Ranjit,\nTowards the end of the video I've shown have to take the Power BI M Query and make the connection to your Power BI report.""]"
+105;962;105_formula_formulas_named_expression;['formula', 'formulas', 'named', 'expression', 'error', 'column', 'text', 'missing', 'char', 'field'];"['Use same formula in out time also', 'formula please ?', ""What's your formula?""]"
+106;718;106_amazon_season_series_episodes;['amazon', 'season', 'series', 'episodes', 'story', 'fans', 'rings', 'bad', 'lore', 'nights'];"[""The way they handled the first season in terms of public criticisms was so bad, I don't think fixing things is gonna fully work even if the second season and beyond was good. They've driven away a lot of people/potential fans that the ones who might come back to see the second season won't be as much as the first one. And if the second season is still bad or mediocre... I don't think there'd be a point for people to keep sticking with the show. It'd be a waste of time."", ""What would they need to fix:\n1. Recast Galadriel with an actress who is taller (as per the books), has facial expressions beyond wood-face and sneer, and can act.\n2. Rewrite Galadriel to be a character who has some or hopefully all of the qualities Tolkien gave her in the books, rather than none of them.\n3. Get rid of the blind queen who shouldn't exist in this time.\n4. Get rid of all harfoots. \n5. Admit that the shiny elf-life metal they used in season 1 is not mithril at all; give it some other name and let the dwarves mine real mithril like they're supposed to.\n6. Let the elves stop visiting barber shops right before every scene they are in. Long hair makes sense. Maybe even shorter hair like Aragorn or Boromir from the Jackson movies.\n7. Get rid of Arondir. Sorry. Just not really an elf in Tolkien's world. Keep the actor if you want; let him play a human from Harad or some such location.\n8. Get rid of Bronwyn. Nobody needs this many strong female orc-slaying elf-saving swordswoman herbalists in a show. It's just silly. Or keep the actress and character but give her a role more fitting for an herbalist than a warrior. \n9. Retcon the whole Mordor story like it never happened.\n10. Retcon the whole forging the rings story like it never happened.\n\nAnd probably some other stuff.\n\nSo if they do all that, hire some better writers and showrunners, and set out to make an awesome season 2, they still have to pick up where they left off, make some stupid retcons (No, all that stuff about the volcano never happened; it was just a dream while Bobby Ewing was in the shower. Here's what really happened). \nHow do they move forward from here?\nI don't think they can.\nBut they have to make money with this franchise they paid so much to get.\n\nI think they need to just star over. I don't know where, or how, but just fire EVERYBODY and start from scratch and pretend this show never happened. \nAdmit the failure. \nCome out and say it: Hey fans, we completely F'd up this show. We want to fix things. So let's start over. Pretend that first season never happened. it won't be canon. It was just a fanfic fever dream. We're going to release a whole new Season 1 and this time we're going to listen to real fans and make it right.\nI think that's their only path forward now, but I also think they will never do it."", ""Not surprised this happened.  Nearly $60 million was spent on producing each episode for eight episodes only for Amazon's series to go down in history as the most expense flop ever produced on media.   Also take into consideration on how much marketing was spent pushing the Woke Agenda, pay off 'journalists' and YouTube content creators to say great things about the series while Amazon censored their customers' reviews to control the narrative.  The show runners had the sheer hubris to write the novel Tolkien never wrote and then turn around and attack the Tolkien Fandom and Normies as evil because they didn't like the series.  We all know this was horribly written and acted. The characters never made sense and contradicted themselves repeatedly.  I do believe the real reason why both McKay and Payne were sidelined and it wasn't just copying and pasting Peter Jackson's Lord of the Rings Trilogy into their episodes.  If you remember an analyst from Amazon said in an interview that he had fallen asleep during the first two episodes of the series?  I don't remember whether he got through the third episode and he did express his concerns on the series success.  Sure Jeff Bezos is the head of Amazon, however I know he had to contend with the Shareholders and Board of Directors demanding WTF happened to their ROI.  I don't feel sorry for them.  I don't believe that even Amazon does hire experienced writers, retooled season two to follow the lore and remind the actors are hired to entertain and not lecture their Woke Ideologies to the audience, there is no salvaging Rings of Power.  The constant gaslighting, calling fans toxic and ists and phobes will never be forgotten. This IP is not a franchise like Marvel or Star Wars; this is the works of Tolkien who laid the very foundation of the Fantasy Genre.  Amazon and other huge corporations need to realize that IP stands for Intellectual Property, not Instant Profit.""]"
+107;440;107_brazil_greetings_chile_south;['brazil', 'greetings', 'chile', 'south', 'africa', 'argentina', 'france', 'colombia', 'germany', 'poland'];['Thank u from Brazil !', 'When will it be in Brazil?', 'Thank you from Brazil']
+108;530;108_scraping_crawl4ai_scrape_website;['scraping', 'crawl4ai', 'scrape', 'website', 'crawl', 'sitemap', 'scraper', 'cole', 'colemedin', 'links'];"[""Crawl4AI can scrape a single page, get the URLs from that page and do recursive scraping! So a sitemap helps but isn't 100% necessary."", 'Do you have any videos for website scraping?', '00:05 - Scrape any website in minutes using n8n and Crawl4AI without coding.\n02:06 - Implementing an AI agent using n8n for scraping without code.\n05:58 - Setting up Crawl4AI with Docker for web scraping.\n07:49 - Setting up Crawl4AI as a Docker API endpoint on Digital Ocean.\n11:40 - Setting up Crawl4AI on Digital Ocean is quick and straightforward.\n13:36 - Leveraging n8n and Crawl4AI for efficient agent development.\n17:17 - Using n8n to split and manage URLs for scraping.\n18:55 - Modify workflow for batch scraping using n8n and Crawl4AI.\n22:24 - Integrating n8n with Crawl4AI for asynchronous web scraping.\n24:16 - Automating web scraping with n8n and Crawl4AI\n27:46 - Set up a vector store in Supabase to manage documents.\n29:29 - Successfully scraped and processed 148 items across multiple pages.\n32:54 - Easily scrape any website with n8n and Crawl4AI without coding.']"
+109;1060;109_environment_dev_variables_prod;['environment', 'dev', 'variables', 'prod', 'production', 'import', 'managed', 'environments', 'env', 'export'];['Awesome Video Shane! When I move a a solution from Dev Environment to Test Environment, the same flow also moves to the Test Environment but the print button doesnt work. Since the Test Environment is a managed solution, if I edit it, it creates an unmanned layer. Have you noticed it doesnt work in a different Environment? Do you know how I can move it to another environment and make the print flow feature work? Thank you!', 'Hi Shane, can I export my production environment solution (managed) to development environment (unmanaged)?. Thanks', 'Environment vars']
+110;367;110_copilot_studio_pilot_environment;['copilot', 'studio', 'pilot', 'environment', 'license', 'region', 'power', 'apps', 'available', 'microsoft'];['Thank You Copilot :)', 'With copilot - No', 'Is this yet another copilot']
+111;1597;111_exactly_needed_forward_perfect;['exactly', 'needed', 'forward', 'perfect', 'man', 'wanted', 'shane', 'searching', 'thx', 'appreciate'];['Thank you this was exactly what I needed', 'thank you for this, exactly what i needed', 'THANKS!! exactly what i needed.']
+112;784;112_feedback_appreciate_noted_positive;['feedback', 'appreciate', 'noted', 'positive', 'hear', 'improve', 'glad', 'happy', 'future', 'appreciated'];['Thank you for feedback.', 'Thank you so much for your feedback!', '@@awlhuntThanks for the feedback.']
+113;830;113_support_reach_rcconsulting_watching;['support', 'reach', 'rcconsulting', 'watching', 'coaches', 'engineers', 'hesitate', 'email', 'words', 'standing'];['Thanks for watching! If we can ever help you out one-on-one please reach out to support@rcconsulting.com', 'Thanks for watching!  If we can ever help you out more, please reach out :) support@rcconsulting.com', 'Thanks for watching Sarwat!  If we can ever help you out one-on-one please reach out to support@rcconsulting.com']
+114;809;114_tab_tabs_membership_tabbed;['tab', 'tabs', 'membership', 'tabbed', 'form', 'post', 'click', 'screen', 'reza', 'navigate'];['Awesome, Can you hide tabs until the first tab is complete?', 'How to create custam tab', 'Great Video! I am getting 4 tabs, how to I add an extra tab?']
+115;631;115_quality_zoom_resolution_blurry;['quality', 'zoom', 'resolution', 'blurry', '1080p', '4k', 'read', 'hard', 'camera', 'high'];['Please fix this: Even in 1080p picture quality text is not visible properly and somewhat blurry. It will be helpful if you could improve the picture quality or make text bigger. So that it will be good for every human to read.', 'Quality 360p ??? my eyessss 😢', 'Video quality is not good']

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+-1,14315,-1_char_utf8_shanescows_speed,"['char', 'utf8', 'shanescows', 'speed', 'react', 'true', 'looks', 'mind', 'life', 'tip']","['SharePoint does not support column level security. You could check user role in power apps and accordingly set mode of form or data card inside the Power App. \nMy channel has some videos on checking role of logged in user.', 'Hi sir, can you please help me in this scenario, due to threshold limit of the sharepoint i am able to use 12 lookup columns in my list. but in my required there should be 13 for that i am using text box in the list while customizing in PowerApps for the list form i am using as people picker for one control. My data is saving to the list. but while editing it data is not showing. Please help me sir.', 'How to Filter SharePoint List Data in Power Apps TABLE Control | Multiple Filters\nhttps://youtu.be/IhfBPKY8tqc']"
+0,8639,0_game_players_year_trade,"['game', 'players', 'year', 'trade', 'sterlo', 'season', 'player', 'play', 'draft', 'win']","['@stevehardman4686  yes   I do agree with %90 what you saying. That is difference from my point of view. TJ would not sign less than $11. Matthew would not sign less than TJ. After that game was changed. Stupid Nylander deal did break spirit  of the team ( just compare before and after him) because trads talks and I did say it after his first week of his strike. Guy has no loyalty to the team and I did not see his hard working ethic (probably just me)last year. We do not have any player who may replace kadri as he fight for the teammates. His actions were retaliation for Marlow hit. Nobody did it and that would not happened in playoff winners. Shame. Plus refery were on Boston side to many times. And he is loyal hard working guy wuth many issues, but not more than others. Zaitsev is one of the best offensive pack moving D, but was used by Babcock differerently this season, but had good end after Mazen came. Kappanen & Johnson are not matching Matthews line, just not first line players, average. Similar players you may find tonnes in Russia or Swedish leagues for less than $1 mil. Also, I would like to mention all year trade talks, which always bad for the business. I could be wrong. Imho.', 'Love the show guys !! Question for Sterlo: Who do you think is the most integral player to their team come finals time?', ""Pre-podcast  thoughts\n\nI believe Rodgers wanted the walk off SB win these last 2 years. IF he comes back, he has to accept it's for thro long haul, I think the Packers always wanted Rodgers until Love's year 4, but if Jordan is fine with waiting just a bit longer, he may have a better team than if he was the guy now. He is CLEARLY hungry for the chance to start. I say if Rodgers does come back. He retires 2024. No SB tho. \n\nTwo major things will affect running it back vs blow it up\n\nWill Rodgers be back in GB, if yes, then will his return allow  Ball to get players to sign for less early in their contract so the cap bloom next year catches the increase? If yes..run it all back if you can keep 99% of your defensive starters, plus your play makers on offense. \n\nIf no to either of those, will Rodgers or or Adams exit free up enough room to keep that Line and defense intact for JLo? If yes again, do that\n\n\nIf 12 &17 go, and the defense is simply too expensive, nuke it. Try and keep turner and Kelly to keep your young and a lil fragile QB upright, and just focus on improving him on offense and see where you go, wait for that sweet cap raise and then free agent mine and maybe even resign some guys back who are on less than great deals on other teams, 1 year or otherwise no what they feel they want. With your new high picks.  Build the new and improved Lafleur offense and HOPEFULLY Rodgers and Adams are on other teams, so you have at least 1 first round trade pic and some good comps. Plus picks from your losing season (assuming we have one)\n\nPriority list if you want to be intact, keep that defense intact, try and convince Adams. Win Rodgers at the idea this is a juggernaut team. \n\nThat's my top 3 best scenarios as of rn\n\nNow to listen to the cast and listen some actaully good ideas 😂""]"
+1,5762,1_flutterflow_flutter_firebase_code,"['flutterflow', 'flutter', 'firebase', 'code', 'dart', 'flow', 'supabase', 'api', 'backend', 'custom']","['Flutterflow for me', 'Thank you flutterflow', '@@krabhishek How do you that in Flutterflow?']"
+2,8120,2_welcome_appreciate_wow_hear,"['welcome', 'appreciate', 'wow', 'hear', 'words', 'brother', 'man', 'glad', 'liked', 'pleasure']","['You are so welcome! I appreciate it :D', 'Awesome, welcome and thank you.', 'Awesome! You are most welcome']"
+3,5615,3_mobile_android_apps_web,"['mobile', 'android', 'apps', 'web', 'description', 'ios', 'building', 'sample', 'download', 'application']","['Did u do the same with a app on mobile? App store?', 'Hey Thanks for the video,\nYour video works great for web app\nBut can you help how to make this of mobile app?', 'I use it for every app']"
+4,5056,4_power_apps_powerapps_platform,"['power', 'apps', 'powerapps', 'platform', 'automate', 'sharepoint', 'microsoft', 'powerapp', 'reza', 'form']","['Always the best videos for Power Apps. Thank you Reza!', 'This is for power apps only', 'Power apps! Great video.']"
+5,5362,5_issue_worked_fix_solve,"['issue', 'worked', 'fix', 'solve', 'solved', 'experienced', 'description', 'facing', 'members', 'figured']","['Hello, Same problem did you find a solution ?@@02Joshua', 'Most welcome! I have not experienced the mentioned issue, hence not sure of the cause or fix.\nYou can try downloading the solution shown in video (members only - check video description for details)', 'same issue with me, did you found its solution?']"
+6,4242,6_image_file_attachments_attachment,"['image', 'file', 'attachments', 'attachment', 'files', 'upload', 'folder', 'images', 'document', 'library']","['Thanks for this, Reza. I\'m struggling to just get the Attachment control to appear. Every time I add the list to the form, I always get ""Images"" with an Add Media control instead of an Attachments control like in the video.\n\nI\'ve tried this with other lists in my SharePoint library, but Attachment control is not showing up at all. Any help would be so helpful!', 'Hi Shane, Is there any way to upload attachments from power app gallery with dynamic attachment controls to SP list or Doc library', 'This is to show file (document library) previews only.\nFor list attachments - I have done other videos. You can check those.']"
+7,4410,7_tutorial_tutorials_step_follow,"['tutorial', 'tutorials', 'step', 'follow', 'beginner', 'beginners', 'helpful', 'clear', 'steps', 'useful']","['@LisaCrosbiecan you do a tutorial on that please?', 'great tutorial!! thank you', 'Great tutorial. You are really good']"
+8,3308,8_date_calendar_dates_month,"['date', 'calendar', 'dates', 'month', 'event', 'picker', 'mm', 'booking', 'events', 'yyyy']","['@RezaDorrani in video you have showed the Based on Priority dropdown date field is taking days and showing date. instead of day if my SharePoint list having fix date than AddDate function will work and display the date', ""Thanks Deepak, I've created your calendar based on your tutorial (thanks)\nCan you upload a video that builds upon that, accounting for the following - tasks have a start and end date, so are spread across multiple days (instead of a single date, in your example you've used due date)\nAlso, a form that a team member can use on the calendar to add a new task with start/due date.\nThank you"", 'Hi Deepa, Great video thank you so much!!!🎉 Have a question: How do we have the tasks appear on all dates from Start Date to Due Date instead of just on Due Date?']"
+9,3847,9_lol_rezadorrani_reply_oh,"['lol', 'rezadorrani', 'reply', 'oh', 'yeah', 'okay', 'aprildunnam', 'danielchristian19', 'joetayactac', 'haha']","['@RezaDorrani great, thanks a lot', '@RezaDorrani how to be you? You are my Idol!', '@RezaDorrani Thanks for the help']"
+10,3887,10_ai_agent_agents_tools,"['ai', 'agent', 'agents', 'tools', 'prompt', 'automation', 'skool', 'human', 'tool', 'business']","[""Where's the AI part?"", 'vaaps.ai should have them', '""AI"" but... shhh 🤫 it was just for you!']"
+11,3625,11_box_combo_dropdown_select,"['box', 'combo', 'dropdown', 'select', 'combobox', 'selected', 'checkbox', 'choice', 'values', 'default']","['Another nice video from you, Shane! Thanks (y) . Quick query - I have combo box as one of the field in my form. I selected - more than one value in combo box , (say 2 out of 5)and submitted the form. When I open the form in EDIT mode, how can I see those 2 values as preselected in combo box along with other 3 values?', 'Hi Reza, why am I not able to add a combo box to my Gallery? I am able to add a modern combo box but not the classic combo box.', 'Multi select people Picker does not work with Modern combo box.\nPlease use classic combo box for that.']"
+12,2525,12_bubble_io_plugin_api,"['bubble', 'io', 'plugin', 'api', 'page', 'forum', 'native', 'web', 'plugins', 'building']","['can you make a video on using the tinderpile in bubble.is, this would help me a lot', 'Can I create VTU app on bubble?', '...like dreamweaver, bubble is a wysiwyg']"
+13,2285,13_tank_pump_wave_water,"['tank', 'pump', 'wave', 'water', 'fish', 'wavemaker', 'maker', 'pumps', 'jebao', 'tanks']","['40cm×40cm×40cm marrain tank wave maker size', 'Should I get a wave maker for a 20 gallon tank?', 'I have aio tank and the pump of this tank is 10× tank do I need wavemaker for it']"
+14,3307,14_glad_helpful_helped_useful,"['glad', 'helpful', 'helped', 'useful', 'super', 'happy', 'welcome', 'hear', 'helpfull', 'man']","['Glad it was helpful, thanks!', ""Thanks! I'm glad it was helpful for you!"", 'I am glad you found it helpful.']"
+15,2501,15_filemaker_richard_fmtraining_training,"['filemaker', 'richard', 'fmtraining', 'training', 'tv', 'claris', 'www', 'rcc', 'http', 'fm']","[""FileMaker Performance Tuning - HOnza Koudelka Day!!! https://youtu.be/Zmc2Mkw49js\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=Zmc2Mkw49js&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=115\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStrea"", ""FileMaker Monkeybread Plug-in Spotlight: Image Editing - Claris FileMaker Platform Experts  https://youtu.be/PzDHgF9N6HE\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=PzDHgF9N6HE&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=174\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStream"", ""Open Q&A about Nick’s FileMaker Tips and Tricks - Learn From Claris FileMaker Platform Experts  https://youtu.be/j-JfBmBJMF8\n\n\nDaily Open Q&A with FileMaker Experts. Questions about Installation, Upgrading, Purchasing or How to make FileMaker work for you in your company to increase ROI.\nCheck out our daily live stream FileMaker schedule at https://fmtraining.tv/#LIVE\n\nFileMaker is a cross-platform relational database application from FileMaker Inc. \nhttps://en.wikipedia.org/wiki/FileMaker\n\nCustomer relationship management, processes implemented to manage a company's interactions with customers and prospects\nhttps://en.wikipedia.org/wiki/CRM\n\nClaris International Inc., formerly FileMaker Inc., is a computer software development company formed as a subsidiary company of Apple Computer.\nhttps://en.wikipedia.org/wiki/Claris\n\nTop Rated FileMaker Video Training Course by FileMaker Expert, Richard Carlton.  http://fmtraining.tv/fmpro19.php \n\nExperience Richard's dynamic and exciting teaching format, while learning both basic, intermediate, and advanced FileMaker development skills. With 30 years of FileMaker experience and a long time speaker at FileMaker's Developer Conference, Richard will teach you all the ins and outs of building FileMaker Solutions.  \nThe course is 60 hours of video content!\n\nRichard has been involved with the FileMaker platform since 1990 and has grown RCC into one of the largest top tier FileMaker consultancies worldwide. \n\nRichard works closely with RCC's staff: a team of 30 FileMaker developers and supporting web designers. He has offices in California, Nevada, and Texas.\n\nRichard has been a frequent speaker at the FileMaker Developers Conference on a variety of topics involving FileMaker for Startups and Entrepreneurs, and client-server integration.\n\nRichard is the Product Manager for FM Starting Point, the popular and most downloaded free FileMaker CRM Starter Solution.\n\nLooking for FM Starting Point free software download: http://www.fmstartingpoint.com\n\nRCC, FileMaker Videos, and fmtraining.tv are headquartered in Santa Clara, CA.\n\nhttp://www.rcconsulting.com/\n\nContact us at    support@rcconsulting.com\n\nFree FileMaker Training Videos Channel https://www.youtube.com/user/FileMakerVideos\n\nFree FileMaker videos check out ...http://www.filemakervideos.com\n\nDownload the FileMaker Pro & FileMaker GO for mobile devices training videos at http://www.fmtraining.tv\n\nDownload FileMaker Go video training at https://fmtraining.tv/fmgo19.php\n\nDownload Claris FileMaker Full Video Training Bundle at https://fmtraining.tv/subscription.php\n\nhttps://www.youtube.com/playlist?list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb\nhttps://www.youtube.com/watch?v=j-JfBmBJMF8&list=PLjTvUZtwtgBQxim8ZEDcBE62OARqaJZAb&index=143\nhttp://feeds.feedburner.com/FilemakerQAndAWithRichardCarlton-FmtrainingtvFilemakerPlatformLiveStream""]"
+16,2972,16_n8n_workflows_ai_automation,"['n8n', 'workflows', 'ai', 'automation', 'agents', 'workflow', 'agent', 'mcp', 'node', 'nodes']","['This video was made with n8n', 'what even is n8n', 'n8n is a fouly hourse']"
+17,2931,17_excel_appsheet_sheet_google,"['excel', 'appsheet', 'sheet', 'google', 'sheets', 'export', 'csv', 'file', 'spreadsheet', 'table']","['Why not Excel? 😮', 'great for AppSheet  work💯', 'What about Appsheet?']"
+18,2127,18_pdf_print_file_printing,"['pdf', 'print', 'file', 'printing', 'page', 'screen', 'function', 'generate', 'html', 'pdfs']","['Pdf not showin \nPage not found', 'Create a pdf and print out the pdf is the best idea I have for that.', 'Can i still get a pdf from this']"
+19,2953,19_api_login_password_token,"['api', 'login', 'password', 'token', 'authentication', 'key', 'account', 'auth', 'sign', 'user']","['The api token is not showing for me, Why ?', 'why is it asking me login and password', '@@MatteDeiMatte so which API did you use?']"
+20,1771,20_solar_battery_hai_ki,"['solar', 'battery', 'hai', 'ki', 'ka', 'hy', 'hain', 'panels', 'ko', 'ho']","['@abb1591 Is wqqt sb se best solar panels jinko, risen or trina k hain.. Teeno ki price or specification bhi taqreeban same hain. Inveter vm series me kisi bhi company me le lein best hy sb k andar hi taqreeban ek hi trah ka charge controller or board lga hua hy jo k manufacture by Voltronic hy. Fan sirf DC le lein agr solar panel ya battery pr chlana hy', 'ap sab say pehly apni batteries k mutabik setting karain\nus k bad solar first ke setting karain,\nutility load par batteries utility and solar dono say batteries ko charge karta hai to pv k volt drop ho jaty hain, agar ap behtar samjain or ap ka load ap k solar system ke power k mutabik hai  to suba k time say magrib tak apni wapda off kar diya karain or rat ko wapda on kar diya karain\nmain ny apni wapda permanent off ke hue hai kyun k mera main load dc ka hai or 220v ka load sirf 2 say 3 lights ka hai', 'Adnan bhai use yani user defined ke mutaliq jo bataya hai wo 100 percent correct hai baqi jitne bhi logon ne ye setting ka batia hai wo ye hi kehte hain ke ups apne aap hi  battery ko detect krle ga ke konsi type ki battery hai dar haqeeqat jab mene is inverter ki settings ko read kiya tu mughe ye hi pata chala tha ke user defined rakhne se aap battery ke charging voltage aur discharging voltage ko khud se  adjust kr sakte ho manually.']"
+21,2051,21_simplifier_amp_sounds_sound,"['simplifier', 'amp', 'sounds', 'sound', 'pedal', 'cab', 'guitar', 'stereo', 'tone', 'loop']","['For your first question: Yes that is exactly what you would do, then you could use the XLR out as a DI while still playing through a real amp. \nSecond question: Honestly not sure if what you described will work but it makes sense to me. You could also go out the preamp ""Send"" into the the front of your amp to use it as a drive/preamp pedal. (This will bypass the cab sim which is what you would want).\nLast question: You would still get sound but the Cab Sim would be in your signal and it would sound undesirable. (Although tone is subjective so you might like it). If by ""without enabling any knob"" you mean that you set every knob to zero including the volume, than yes, no sound.', 'All I need is enough of an amp & cab sim to allow me to use my pedals without an amp & cab. If you want more from an amp & cab sim…for it to be a big part of the sound…then it might not be for you. And in my case, the Simplifier is the only product in the category I’ve seen that includes everything that I want in one box. Effects loop, DI, headphone out, etc. It seems like everyone else leaves out at least one important element that then means you have to buy one or two other boxes for a complete solution to giving your pedalboard all the outs of a multi-fx unit from decades ago.', ""What do you use for the more serious stuff, and which aspect of the tone did you find lacking for some purpose? To me the Simplifier DLX sounds terrific at least on Youtube demos, and there seems to be some sort of an analog thickness to the sound that I don't quite hear in digital amp sims like Iridium - this observation being completely based on Youtube demos so far. Replicating any specific Fender/Marshall/Vox model's sound is not of interest to me at all, I just want to get nice sounds, and real amps are not an option. The feature set on the Simplifier DLX seems to be designed for me personally ;) All the way down to the stereo spread switch. It looks like both the cab sim sound from the XLR outputs and a cab/amp?-less sound can be recorded simultaneously, which should work very well for recording and re-amping or using other cab/amp sims or IRs.""]"
+22,1597,22_boom_boomi_gay_lol,"['boom', 'boomi', 'gay', 'lol', 'dj', 'oh', 'designer', 'gonna', 'excited', 'black']","['Boomy can we get this to 100k likes and comins saying boom', 'We boom heart hearts', 'IT Only Boom. 💐💐💐🚗🚓🚗🚗🚗']"
+23,2639,23_forums_powerusers_recommend_posting,"['forums', 'powerusers', 'recommend', 'posting', 'microsoft', 'checking', 'similar', 'case', 'issue', 'screenshots']","['@stefin.nathan5960 I would recommend posting your issue on forums \nhttps://powerusers.microsoft.com/', '@@benjaminlahsen6721 I would recommend posting your issue on forums \nhttps://powerusers.microsoft.com', 'I will recommend posting your issue on the forums at https://powerusers.microsoft.com']"
+24,2622,24_search_filter_filters_filtering,"['search', 'filter', 'filters', 'filtering', 'text', 'field', 'delegable', 'records', 'startswith', 'results']","['does the search text field work?', 'You can search and filter at same time. I have a video on that topic.', 'how to filter table instead of search']"
+25,2815,25_explanation_explained_clear_concise,"['explanation', 'explained', 'clear', 'concise', 'straight', 'explanations', 'explaining', 'clearly', 'overview', 'detailed']","['Thanks for the clear explanation ☺️☺️', 'Such a clear explanation', 'Very clear explanation.  !! thanks a lot """"']"
+26,2783,26_code_low_coding_tools,"['code', 'low', 'coding', 'tools', 'programming', 'developer', 'nocode', 'tool', 'visual', 'developers']","['How about if it comphare to Code on time, please help', 'Low code and no code.. this is good.', 'or i could code in C#. C# on top']"
+27,2261,27_gallery_items_galleries_item,"['gallery', 'items', 'galleries', 'item', 'property', 'selected', 'vertical', 'reza', 'collection', 'form']","['Hey Rohit,\nThat is a gallery.', 'How can I create a gallery like the one in the video?', 'Gallery is connected to the data source. If you need empty gallery each time, then use the Collection as items property for the gallery.']"
+28,1912,28_chat_openai_chatgpt_gpt,"['chat', 'openai', 'chatgpt', 'gpt', 'chatbot', 'api', 'conversation', 'prompt', 'model', 'messages']","['why do you use openrouter api for gpt 4.1, instead of just using the openAI Api directly?', ""Hi David, this tutorial overviews the api version of GPT that is Completions and no tutorial yet for the version of the api that is Chat. But here's a rough list of steps to setup a new api call in Bubble to interact with the Chat version of api.. \n\n(1) you'll want to read and study the docs https://platform.openai.com/docs/api-reference/chat/create\n(2) setup a new API call (with same authentication as shown in this video, the only difference is you doing a new api call) that is a POST to https://api.openai.com/v1/chat/completions and run it as an action\n(3) note the parameters box on right side https://platform.openai.com/docs/api-reference/chat/create as that's what goes in your json body when you build out the API call in Bubble\n(4) the trick to all of this is getting your bubble data structure to format each part of the chat as shown in the first black code block on https://platform.openai.com/docs/guides/chat under “An example API call looks as follows:”.. I’d suggest a data type that includes a field for Role (could be an option set of system/user/assistant, and a field for Text (to hold the sent messages and responses) … essentially whatever parts of the json you make dynamic over in the API call that you setup, like to 5:25 (this part it helps to have a working knowledge of Bubble APIs more so than knowing this particular example .. again, the trick to all of this is getting the data you’re submitting when you run the workflow action in Bubble to post data over to the chatgpt Chat api is getting into that example format mentioned at the start of this point\n(5) if you’ve got the action setup to send the data in the correct format and you’re getting responses and saving the data in a structured way, you can display this data in a repeating group so it appears as a chat and play with the UI so it feels more like a chat\n(6) because OpenAI has a token limit, for the time being, you will run into the issue of having too many characters/tokens at some point and will want to shave off the oldest chat messages but that is a discussion for another day,\n\nHope that helps."", ""@@christophedecrouy3822 yes it's possible \n\nI'll re-share the response to another comment here but it's a different API of OpenAI's that you'd be interacting with. This tutorial overviews the api version of GPT that is Completions and no tutorial yet for the version of the api that is Chat. But here's a rough list of steps to setup a new api call in Bubble to interact with the Chat version of api.. \n\n(1) you'll want to read and study the docs https://platform.openai.com/docs/api-reference/chat/create\n(2) setup a new API call (with same authentication as shown in this video, the only difference is you doing a new api call) that is a POST to https://api.openai.com/v1/chat/completions and run it as an action\n(3) note the parameters box on right side https://platform.openai.com/docs/api-reference/chat/create as that's what goes in your json body when you build out the API call in Bubble\n(4) the trick to all of this is getting your bubble data structure to format each part of the chat as shown in the first black code block on https://platform.openai.com/docs/guides/chat under “An example API call looks as follows:”.. I’d suggest a data type that includes a field for Role (could be an option set of system/user/assistant, and a field for Text (to hold the sent messages and responses) … essentially whatever parts of the json you make dynamic over in the API call that you setup, like to 5:25 (this part it helps to have a working knowledge of Bubble APIs more so than knowing this particular example .. again, the trick to all of this is getting the data you’re submitting when you run the workflow action in Bubble to post data over to the chatgpt Chat api is getting into that example format mentioned at the start of this point\n(5) if you’ve got the action setup to send the data in the correct format and you’re getting responses and saving the data in a structured way, you can display this data in a repeating group so it appears as a chat and play with the UI so it feels more like a chat\n(6) because OpenAI has a token limit, for the time being, you will run into the issue of having too many characters/tokens at some point and will want to shave off the oldest chat messages but that is a discussion for another day,\n\nHope that helps.""]"
+29,1582,29_hai_bhai_ho_se,"['hai', 'bhai', 'ho', 'se', 'ka', 'bhi', 'ki', 'ke', 'aap', 'kya']","[""Task 5 nhi ho raha hai manually bhi try kar lia hai but didn't work."", 'bhai chat gpt strawberry aa raha hai and reports se pata chala hai ke wo khud apna data generate karne wala hai to kya aise me data scientist ke job par koi asar padega kya data science padhna safe hai please ek video bana do', 'Sir 7 members he ye he topic PE kaam kare rahe hai hamari   raat ko class hoti hai ham 7 members ye he power aap Maine kaam kar rahe hai sir or ke baat bole ni thi aapne Jo pehle se le kar last Tak ki video banayi hai to ASI video bana Dona ki ek he video mein sab kuch aajaye  or ham video dekhta hai to aap ne kise Maine kaha formula putup Kiya wo samje nhi aata  isliye toda slow samjaya Karo to parfect samje aaye thank sir aapne reply Diya']"
+30,4012,30_tried_haven_feature_scenario,"['tried', 'haven', 'feature', 'scenario', 'sorry', 'im', 'aware', 'option', 'explored', 'believe']","['Possible but I have not tried it', 'Yes sure its possible', '@@IlaChauhan-hx2sq Its possible for sure but not something I have tried']"
+31,1677,31_inventory_order_invoice_stock,"['inventory', 'order', 'invoice', 'stock', 'cart', 'sales', 'item', 'quantity', 'items', 'stocks']","['Do you have system for web cameras to monitor inventory on shelves and trigger re order before stock out?', 'Certainly! To automatically update the stock availability in your ""Item"" list while running your PowerApps, you can follow these steps:\n\n1. **Create a Collection**:\n   - In your PowerApps app, create a collection to store the information as the user interacts with the shopping cart. You can use the `Collect` function to add items to this collection. For example:\n     ```powerapps\n     Collect(\n         ShoppingItemsOrdered,\n         {\n             ProductImage: ThisItem.\'Product Image\',\n             ProductID: ThisItem.\'Product ID\',\n             ProductName: ThisItem.\'Product Name\',\n             ProductPrice: ThisItem.\'Product Price\',\n             ProductQuantity: QuantityValue.Selected.Result,\n             ProductTotalCost: (ThisItem.\'Product Price\' * QuantityValue.Selected.Result),\n             ProductNewStock: ThisItem.\'Product Stock\' - QuantityValue.Selected.Result\n         }\n     );\n     ```\n   - The `ProductNewStock` field calculates the updated stock based on the quantity selected by the user.\n\n2. **Submit Order**:\n   - When the user clicks the submit order button, use the `ForAll` function to update the original item list (e.g., \'Items - Spirits\') with the new stock values:\n     ```powerapps\n     ForAll(\n         ShoppingItemsOrdered,\n         UpdateIf(\n             \'Items - Spirits\',\n             \'Product ID\' = ProductID,\n             {\'Product Stock\': ProductNewStock}\n         )\n     );\n     ```\n   - This formula will update the stock on the original item list without any errors.\n\nRemember to adjust the field names and list names according to your specific setup. If you encounter any issues or need further assistance, feel free to ask! 😊\n\nSource: Conversation with Bing, 4/17/2024\n(1) Solved: Shopping Cart - Update Product Stock - Power Platform Community. https://powerusers.microsoft.com/t5/Building-Power-Apps/Shopping-Cart-Update-Product-Stock/td-p/826890.\n(2) Update and UpdateIf functions - Power Platform | Microsoft Learn. https://learn.microsoft.com/en-us/power-platform/power-fx/reference/function-update-updateif.\n(3) Solved: Updating Quantity for Inventory App. - Power Platform Community. https://powerusers.microsoft.com/t5/Building-Power-Apps/Updating-Quantity-for-Inventory-App/td-p/745396.\n(4) How to Update SharePoint List Using Power Automate - Process Street. https://www.process.st/how-to/update-sharepoint-list-using-power-automate/.', 'Bro, you showed how to create a sale (stock out), but that doesn\'t reflect in the main inventory.. \n\nI have checked part 2 of this video, where you showed add stock (stock in) and which is reflected in inventory.\n\nKindly guide me on how to COMBINE ""stock in"" and ""stock out"" in Inventory']"
+32,2116,32_patch_collection_function_patching,"['patch', 'collection', 'function', 'patching', 'record', 'grid', 'collections', 'error', 'column', 'sharepoint']","['Patch is the way to go.', 'You can use Patch to update the collection.', 'You could use Patch for that.']"
+33,2849,33_form_edit_forms_submit,"['form', 'edit', 'forms', 'submit', 'button', 'mode', 'screen', 'fields', 'view', 'save']","['Sir if we want to go to new form and from our data table we have to fill our selected values which we want only in new form here edit form is happening but we want new form to fill new form  And only the values that we have to fill in the form are there', 'What if I use a form..', 'Hi..I checked most of the form control playlist..Mostly I could see Edit form is used instead of display form.\nCan you let me know is it possible to make display form to edit form?']"
+34,3460,34_vid_interesting_fantastic_wonderful,"['vid', 'interesting', 'fantastic', 'wonderful', 'man', 'shane', 'loved', 'enjoyed', 'presentation', 'absolutely']","['Another grear video!!! Thank you.', 'many thanks for the video', 'I like this video..']"
+35,1354,35_song_beautiful_music_album,"['song', 'beautiful', 'music', 'album', 'voice', 'performance', 'lovely', 'fear', 'songs', 'sheldon']","['I like this  song', 'Very meaningfull song, keep it up..💖💖💖', 'Emotional melody song.😌']"
+36,1755,36_india_tamil_tn_interview,"['india', 'tamil', 'tn', 'interview', 'dmk', 'state', 'suresh', 'government', 'education', 'govt']","['What a interview...to grow our TN and india?', 'Both are same if TN is developed india will also', '"" No. 1 is Tamil Nadu ""  in India']"
+37,1046,37_firebase_firestore_supabase_storage,"['firebase', 'firestore', 'supabase', 'storage', 'database', 'backend', 'rules', 'authentication', 'ff', 'rowy']","['Firebase, Mockaroo, Firefoo', 'There is already one. Firebase', 'How to do this in Firebase?']"
+38,1224,38_stripe_payment_plugin_payments,"['stripe', 'payment', 'plugin', 'payments', 'account', 'checkout', 'card', 'customer', 'bubble', 'bank']","[""Hi Majd, make sure that you're using the test version of the app if you're using a test card 4242 4242 4242 and any expiration date in future, any CVV. If you're integrating Stripe.js 2 then you will want be sure you create a customer in stripe, save the stripe customer iD  and save the STripe ID of their card when you create their card with a stripe token. then when you charge them with a saved card use this stripe card id that you saved in Bubble on the user. I will cover another payments tutorial sometime in the future, would be great to go over Stripe.js 2 plugins because it's very flexible"", 'My first question is : what is the field type of StripeID ? I have many options of stripe type fields ( Stripe invoice, Stripe Customer, Stripe Subscription, Stripe Subscription Item, etc...) but no StripeID.', 'Yes  using Stripe']"
+39,2392,39_free_plan_paid_pay,"['free', 'plan', 'paid', 'pay', 'month', 'trial', 'subscription', 'monthly', 'cost', 'credits']","['it is free for now', 'And it is not *FREE*', 'Not free either']"
+40,2613,40_github_file_download_sample,"['github', 'file', 'download', 'sample', 'zip', 'demo', 'rdorrani', 'repo', 'code', 'git']","['I could only copy the code and not download as file?', 'can you download the file? @Nnamdi Ihenetu-Geoffrey', 'How to download the file ?']"
+41,1982,41_email_send_notification_emails,"['email', 'send', 'notification', 'emails', 'notifications', 'outlook', 'push', 'sent', 'mail', 'address']","['Hello bro, I make a dynamic email which let the email update the table with a quick edit in the email\nHowever my problem is that when it is update the same e-mail is send back \nAlready tried this row before and after but it does work and sometimes makes the system dont send the email at all', ""Email Notification is one of the most common requirements for even a simple app, and why do we need to write scripts to send email notification? After Google putting so much effort and money on making AppMaker, what cost you so much by including Email Notification feature? For a non-technical business people, some (if not many) can actually give up on your product due to lack of email notification -- they can't write code to send email anyway. Think about it Google."", 'Simply send a notification email']"
+42,1510,42_audio_music_sound_voice,"['audio', 'music', 'sound', 'voice', 'background', 'mic', 'volume', 'microphone', 'annoying', 'hear']","['background music is more louder than your voice !', ""Can't hear the audio, only music."", 'Good music audio']"
+43,1620,43_flow_flows_trigger_automate,"['flow', 'flows', 'trigger', 'automate', 'power', 'run', 'action', 'apps', 'powerapps', 'v2']","[""Nice video! But do you know what I could do if I don't see the Power Automate flow in Power Apps? I did an Instant Cloud Flow with Power Apps as a trigger and it doesn't show up in the PowerApps flows. Thanks!"", 'I am new to power automate flows. I watched couple of your videos and finally able to create one flow. But now I want to use same flow for another list . How to use same flow for more than one Sharepoint list within one Sharepoint.', 'A flow cannot have an app in it.']"
+44,1162,44_sending_po_support_class,"['sending', 'po', 'support', 'class', 'waiting', 'youtubers', 'yummy', 'youtuber', 'ivan', 'host']","['sending support and waiting. yayalabs', 'Sending love and full support from team eagle waiting here', 'Sending love and support waiting for this yayalabs']"
+45,916,45_approval_approver_approvals_approve,"['approval', 'approver', 'approvals', 'approve', 'approvers', 'approved', 'reject', 'flow', 'status', 'request']","['@RezaDorrani  MS flow approval, sends the e-mail with approval button, but I want approver to review and edit the information and then approve it. I want the form to have pre-filled data, approver updates the information and approve to move to next level of approval. Please give me some directions to research on myself. It will be great, if you can make one quickly.', ""Hi Reza! This is, in fact, an excellent video. But one question from me is, how can I get the API when I create an approval action in Power Automate? Since I don't have the approval dashboard like yours, where I can also approve within Power Automate, I only have the options of approval in Teams and email."", 'We are using an approval action which does send the approval task to both email and Teams']"
+46,1552,46_controls_modern_color_control,"['controls', 'modern', 'color', 'control', 'classic', 'theme', 'colors', 'font', 'preview', 'colour']","['I have not tried with modern controls hence not sure', 'Do you need to use modern controls?', ""I can't find modern controls""]"
+47,1378,47_model_canvas_driven_apps,"['model', 'canvas', 'driven', 'apps', 'lisa', 'pages', 'dataverse', 'custom', 'power', 'page']","['Hello Sir, Is it Model-driven app or a Canvas app could please let me know.', 'Thank you, with this I can now create canvas! in a Model driven App', 'Does this onluy for model driven app? or is it available for canvas app too?']"
+48,2072,48_idea_suggestion_ideas_future,"['idea', 'suggestion', 'ideas', 'future', 'definitely', 'tuned', 'stay', 'added', 'mind', 'sounds']","[""Thanks for the suggestion! We'll add it to the list!"", ""I'll add to my list! Thanks for the suggestion."", 'That’s the idea. Thank you for your suggestion']"
+49,1398,49_responsive_container_containers_height,"['responsive', 'container', 'containers', 'height', 'width', 'size', 'design', 'layout', 'screen', 'horizontal']","['Is it responsive?', 'What’s good for responsive?', 'Can you please make a video on responsive design support, if we are creating a Web app and mobile app, so it should be responsive on all screen size.']"
+50,1732,50_contact_gmail_email_number,"['contact', 'gmail', 'email', 'number', 'mail', 'reach', 'talk', 'connect', 'dm', 'send']","['@@clavinfernandes8566  How can i contact you?', 'is there anyway i can contact you please', 'CAN YOU SHARE A CONTACT NUMBER TO CONTACT YOU']"
+51,1047,51_exam_pl_certification_900,"['exam', 'pl', 'certification', '900', 'passed', 'salesforce', 'study', 'dumps', 'questions', 'practice']","['Same questions appear for everyone in pl-900 exam...?? \nHow to prepare for pl-900 exam...plz help', 'Where to practice pl 900 exam ?', ""Hi Muhammad. You don't need to take the PL-200 exam before taking the PL-100 exam. However, most of the requirements of the PL-100 exam are in the PL-200 exam, so you probably would be able to do so. Phillip""]"
+52,1135,52_template_templates_skool_word,"['template', 'templates', 'skool', 'word', 'free', 'community', 'available', 'page', 'document', 'n8n']","['Where do I find this template?', 'HOW TO GET THAT TEMPLATE', 'How can i get this template?']"
+53,1589,53_n8n_install_local_locally,"['n8n', 'install', 'local', 'locally', 'node', 'mcp', 'self', 'hosted', 'host', 'nodes']","['You can self host N8N', 'It is too much work. I will automate setting up N8N by using N8N...', ""one that don't have n8n is mailhook.""]"
+54,1865,54_dataverse_sql_sharepoint_database,"['dataverse', 'sql', 'sharepoint', 'database', 'tables', 'source', 'teams', 'table', 'lists', 'server']","['It will not be the same with Dataverse', 'This one is Dataverse.', 'Will these work for Dataverse as well ?']"
+55,1007,55_whatsapp_telegram_trigger_message,"['whatsapp', 'telegram', 'trigger', 'message', 'webhook', 'number', 'bot', 'send', 'business', 'meta']","['Full Tutorial for stickers app for WhatsApp', 'Do we need WhatsApp business API to connect with whatsapp?', ""are there opcion with whatsapp<'""]"
+56,1873,56_valuable_quality_appreciate_enjoying,"['valuable', 'quality', 'appreciate', 'enjoying', 'helpful', 'man', 'truly', 'coming', 'useful', 'glad']","['Great content!! thank you', 'Great content. Thanks a lot.. 👍👍👍', 'good content. keep up the great work!']"
+57,1552,57_course_courses_training_udemy,"['course', 'courses', 'training', 'udemy', 'online', 'classes', 'join', 'offer', 'paid', 'session']","['Hi, Do you have a Many to many course?', 'Where can I get this course', 'Do you have a course for this ?']"
+58,1209,58_reza_dorrani_saver_explained,"['reza', 'dorrani', 'saver', 'explained', 'knowledge', 'life', 'helpful', 'brilliant', 'useful', 'session']","['Great Reza ! Thanks a lot !', 'Great one Reza :)', 'Thank you so much for these Reza!']"
+59,1558,59_workflow_workflows_pneumatic_node,"['workflow', 'workflows', 'pneumatic', 'node', 'trigger', 'n8n', 'step', 'backend', 'nodes', 'tool']","['How do I get this workflow?', 'Where to get workflow?', 'where can i find this workflow?']"
+60,694,60_qr_barcode_scan_scanner,"['qr', 'barcode', 'scan', 'scanner', 'scanning', 'barcodes', 'code', 'codes', 'reader', 'scanned']","['How to scan the QR code? 😢', 'appreciate if you could do a video about qr code/ barcode scanner using power app', 'Can create with barcode?\nI don’t need QR code, I need barcode']"
+61,2763,61_table_column_columns_tables,"['table', 'column', 'columns', 'tables', 'lookup', 'id', 'child', 'row', 'parent', 'relationship']","['Good explanation. Would you know to get a specific value from a Virtual Column from another table to display on another column on a seperate table? I had made reference on the new table with the [keyid].[virtual column] but no value is coming up despite a value working on the other table.\nThanks', 'How can i create a table column like in yout sharepoint list?', 'how create a table?']"
+62,1232,62_automation_automations_automate_automating,"['automation', 'automations', 'automate', 'automating', 'stuff', 'tribe', 'pneumatic', 'nick', 'skool', 'ai']","['Automation 😁🙏🏼⭐⭐⭐🙌🏼🙌🏼🙌🏼', 'Automation 😊 thank you', 'Automation 😊 thank you!']"
+63,2036,63_informative_information_knowledge_info,"['informative', 'information', 'knowledge', 'info', 'valuable', 'useful', 'session', 'helpful', 'interview', 'appreciate']","['Good one. Very Informative. Thanks for sharing this.', 'Very informative! Thanks for sharing', 'Very informative. Thanks for the information.']"
+64,1459,64_useful_helpful_saved_helped,"['useful', 'helpful', 'saved', 'helped', 'extremely', 'super', 'usefull', 'glad', 'life', 'incredibly']","['Thank you!  This was a very helpful video!!', 'Very helpful video. Thank you!', 'Thank you for this video. Very helpful video 🙂👍.']"
+65,1068,65_teacher_teaching_style_lesson,"['teacher', 'teaching', 'style', 'lesson', 'teach', 'learned', 'lecture', 'learning', 'teachers', 'tutor']","['Thanks a lot! You are a very goog teacher.', 'Thanks a Lot my teacher :)', 'wow, you are the best Teacher \nthank you so much for teaching me and everyone, all the best to you']"
+66,1678,66_tool_screen_software_recording,"['tool', 'screen', 'software', 'recording', 'editing', 'studio', 'draw', 'record', 'diagram', 'mac']","['What recording software are you using to record this?', 'Which screen recording software are you using ?', 'Hi.. Thanks for the great video, I have another question.. What is the name of the software you use to record the screen?']"
+67,1427,67_watching_glad_hear_welcome,"['watching', 'glad', 'hear', 'welcome', 'enjoyed', 'liking', 'happy', 'commenting', 'pleasure', 'subscribing']","[""That's great! Thank you for watching."", 'Thanks for watching! :)', 'Thanks for watching! \u200b@@GreenlifeFin']"
+68,643,68_ukraine_war_germany_tanks,"['ukraine', 'war', 'germany', 'tanks', 'russian', 'weapons', 'military', 'air', 'poland', 'german']","['Widen the war and deal with Russia once and for all. Russia will destroy itself thanks to Putin.', 'Hard to see how Russia would widen this war. It would be absolutely suicidal.', '2:54 ""There is a hangover from World War 2, a sense of guilt over Germany\'s conduct and relationship with RUSSIA.""\n\nNO. This is wrong. Germany did not invade Russia. Germany invaded the SOVIET UNION, which included other entire republics such as... UKRAINE. Ukraine has been so thoroughly erased from history that even though Germans are almost paralyzed with war guilt over ""what we did to Russia"", many Germans would probably give you a blank stare if you asked them how much war guilt they feel towards Ukrainians. The lands most devastated by the fighting on the Eastern Front were Poland, Belarus, and Ukraine, NOT RUSSIA. But you\'d never know that from the way that history is always framed, and especially the way entire nations and peoples have been successfully erased from that history, like Ukraine. Millions of Ukrainians died in the war, many Ukrainian civilians, and many Ukrainian soldiers serving in the Red Army. \n\nThis endless hand-wringing over the ""terrible things Germans did to RUSSIANS"" is a complete erasure, and Moscow secretly smiles every time someone repeats this Russian-centric narrative framing that erases Ukrainians, Belarusians, Khazaks, and many others. After the collapse of the Soviet Union, everyone did a mental ""search & replace"" and swapped ""Soviet"" with ""Russian"" and called it a day. This is how Russia can propagate the myth that ""Ukraine isn\'t a real country"". This corrupted understanding of history is how we end up with a situation in which Germany, wracked with war guilt, identifies with and appeases RUSSIA THE INVADER and pressures UKRAINE THE VICTIM to negotiate.']"
+69,1137,69_menu_component_navigation_bar,"['menu', 'component', 'navigation', 'bar', 'nav', 'screen', 'icon', 'navigate', 'left', 'menus']","['Thanks for Watching. Add the ""NavLink"" in submenu table (similar to Menu) and Use Navigate function to go to another screen on click of menu/submenu', 'Do you have the link to the video where you create your side menu?', 'Hi, Do you have a video of a side menu with a submenu?']"
+70,1440,70_soon_upload_pls_coming,"['soon', 'upload', 'pls', 'coming', 'plz', 'forward', 'uploading', 'vids', 'waiting', 'tuned']","['Can you please do more videos', 'more videos like this please', 'Thanks For this Video ,Please Upload All videos.']"
+71,1157,71_self_hosting_hosted_host,"['self', 'hosting', 'hosted', 'host', 'hostinger', 'domain', 'cloud', 'server', 'vps', 'free']","['So all only possible through self hosting?', 'What is self hosting?', 'Self-hosting it can be done for free']"
+72,581,72_zoho_creator_deluge_greetings,"['zoho', 'creator', 'deluge', 'greetings', 'crm', 'books', 'portal', 'support', 'form', 'html']","['Zoho creator nte kooduthal videos chayyumoo', 'I have Zoho One and it has Creator in it', 'Thank you @Zoho Creator ❤']"
+73,627,73_ff_widget_code_web,"['ff', 'widget', 'code', 'web', 'figma', 'widgets', 'custom', 'supabase', 'tutorial', 'api']","['you can make anything with FF', 'this should be premade with ff.', 'More FF please! Thanks!!']"
+74,856,74_subscribed_subscriber_subscribe_sub,"['subscribed', 'subscriber', 'subscribe', 'sub', 'subbed', 'earned', 'liked', 'subscribing', 'subs', 'forget']","['I have subscribed', 'well done. subscribed', 'Just subscribed']"
+75,680,75_map_location_maps_address,"['map', 'location', 'maps', 'address', 'distance', 'google', 'marker', 'lat', 'locations', 'markers']","[""Thanks for all the help, looked through some of your videos and they've all been great help. For the project I am working on, I am looking for a way to overlay my own text and images over google maps (or any other map design),  when you click a location on said map. For example like when you click on a resturant on google maps all their info pops up. Can I accomplish this on FF?"", 'Could leaflet-maps be used here as a custom map instead of google Maps?', '❤🧡💛💚💙💜🤎🖤🤍 Awesome. Good job!   Please, make the part 2 of this tutorial and perhaps add google map by explaining filtering on google map based on a store location against the user location. (store near user location).']"
+76,869,76_license_premium_365_office,"['license', 'premium', '365', 'office', 'power', 'licenses', 'apps', 'connectors', 'users', 'licence']","['They will need a license for Power Apps.', 'External users do need a license. \nThey need a power apps premium plan if App is using a premium connector.\nThey need basic power apps license (office plan) if App is using standard connectors.', 'Every Power Apps user does need a license. \nSeeded Office 365 licenses include Power Apps. \nPremium license for Power Apps are required only when your Apps use premium connectors.']"
+77,1075,77_group_repeating_groups_element,"['group', 'repeating', 'groups', 'element', 'page', 'focus', 'visible', 'reusable', 'elements', 'cell']","['What input did you set in the repeating group? How did you built this repeating group?', ""What's the Data Source for your repeating group?"", 'How is it different from a repeating group?']"
+78,837,78_english_language_subtitles_spanish,"['english', 'language', 'subtitles', 'spanish', 'speak', 'translate', 'translation', 'french', 'captions', 'auto']","['Could I ask you to add subtitles for people who do not know English and Chinese. 🙏🙂Subtitles added.', 'Let me add English subtitles', 'Hope to see this with English subtitles']"
+79,1921,79_rezadorrani_response_reply_quick,"['rezadorrani', 'response', 'reply', 'quick', 'reza', 'appreciate', 'okay', 'forum', 'posted', 'answer']","['@@RezaDorrani thank you !', '@@RezaDorrani thanks you', '@@RezaDorrani Thank you for your time! ))']"
+80,1039,80_cloud_engine_deploy_gcp,"['cloud', 'engine', 'deploy', 'gcp', 'google', 'gcloud', 'java', 'service', 'python', 'deploying']","[""I got it working. I had to do 2 things. Actually create an app engine, as well as allow access to all api's when creating my instance. but from there i was able to create it from the google cloud compute engine."", ""Please deploy the application on App Engine.   (I'm getting this error)    (Can anyone please help   ?)"", 'Hi there,\r\n\r\nThank you for this great video :)\r\n\r\nJust a quick question for my understanding:\r\nOnly the last sample / #7 has ""without Docker via Cloud Buildpacks deployment"" in the title.\r\nIsn\'t sample #1, #2, #3, #4, #5 and #6 also using Cloud Buildpacks in the background?\r\nThis video https://youtu.be/suhCr5W_bFc?t=298 states that App Engine, Cloud Run and Cloud Functions also build via Cloud Buildpacks.\r\nThank you in advance!\r\n\r\n#1) 4:45 - Deploy Node.js app to App Engine\r\n#2) 5:33 - Deploy Node.js app to Cloud Functions\r\n#3) 6:31 - Deploy Node.js app to Cloud Run\r\n#4) 7:32 - Deploy Python 2 app to App Engine\r\n#5) 8:20 - Deploy Python 3 app to App Engine\r\n#6) 9:14 - Deploy Python 3 app to Cloud Functions\r\n#7) 10:19 - Deploy Python 2 app to Cloud Run with Docker\r\n#8) 11:21 - Deploy Python 3 app to Cloud Run with Docker\r\n#9) 12:36 - Deploy Python 3 app to Cloud Run without Docker via Cloud Buildpacks']"
+81,2030,81_enjoy_learning_helping_happy,"['enjoy', 'learning', 'helping', 'happy', 'appreciate', 'helpful', 'watching', 'series', 'effort', 'man']","['Thank you for great videos 🎉', '@ Thank you! Great videos!', 'Your videos are great, thank you']"
+82,923,82_json_parse_parsejson_object,"['json', 'parse', 'parsejson', 'object', 'string', 'jsonformat', 'file', 'error', 'array', 'alignment']","['I need this json can someone give me?', 'Why not use JSON?', 'Can you givee this on json']"
+83,1594,83_waiting_youtu_episode_wait,"['waiting', 'youtu', 'episode', 'wait', 'eagerly', 'coming', 'second', 'released', '2nd', 'series']","['the video i was waiting for please part 2', 'Waiting for part 2 video', 'great video. Waiting for part 2']"
+84,1738,84_topic_backlog_post_subscribers,"['topic', 'backlog', 'post', 'subscribers', 'requests', 'suggestions', 'voted', 'community', 'tab', 'suggestion']","['Most welcome!\nI have no plans for a video on the topic you mentioned.\nEvery 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted idea gets added to my backlog. Make sure to post this idea whenever I post the next topic suggestion post.', 'Most welcome!\nI make videos when I receive multiple requests on a topic. Every 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted topic ideas get added to my backlog. Make sure to suggest this idea whenever the next topic suggestion post is out.', 'Thanks!\nI have no plans for a video on that.\n I make videos when I receive multiple requests on a topic. Every 6 months I ask subscribers for topic suggestions on Community Tab of my channel. Most voted idea gets added to my backlog. Make sure to post this idea whenever I post the next topic suggestion post.']"
+85,1688,85_error_message_failed_errors,"['error', 'message', 'failed', 'errors', 'fix', 'invalid', 'followed', 'request', 'following', 'node']","[""what's the error?"", '@@cm11138 I have the same error. ', 'what is the error?']"
+86,1907,86_access_permissions_security_user,"['access', 'permissions', 'security', 'user', 'users', 'role', 'permission', 'admin', 'level', 'sharepoint']","['Hi Reza,\nIn sharepoint role based security, do we need to break permissions in the parent list as well?', 'Users will need to have permissions to the list itself. Idea is to break permission at the item level.', 'Im assuming by not access you mean no access at all. In that case you dont give permissions to those users on the site.\n\nIf you mean read only, then you can set permissions at list level.\nYou can also create your own custom SP groups if required.']"
+87,1483,87_available_preview_feature_release,"['available', 'preview', 'feature', 'release', 'region', 'ga', 'currently', 'features', 'public', 'uk']","['It is currently available for US Region in preview type environments.', '📝 Currently available in US Region preview type environments only', 'Its still available in US preview region.']"
+88,884,88_business_central_dynamics_365,"['business', 'central', 'dynamics', '365', 'bc', 'microsoft', 'd365', 'sales', 'crm', 'dynamics365']","['Here you can read more about the business areas and functionality in Business Central, such as financial management, reporting and sales.\nhttps://www.activebs.com/en/dynamics-365-business-central/business-central-business-functionality', 'Figured out about the Microsoft Dynamics 365 Business Central.', 'Hi Sir good day! how can I resolve this error in our Business central ""You do not have access to Dynamics 365 Business Central. Verify that you have been set up as a valid user in Dynamics 365 Business Central.? thanks in advance']"
+89,700,89_reza_brilliant_usual_tips,"['reza', 'brilliant', 'usual', 'tips', 'linking', 'useful', 'deep', 'presentation', 'clear', 'knowledge']","['Great video as always.. Thanks Reza..', 'Another great video! Thanks, Reza.', 'As always, great video Reza!!']"
+90,777,90_docker_compose_baserow_host,"['docker', 'compose', 'baserow', 'host', 'container', 'n8n', 'internal', 'install', 'windows', 'running']","['Do I need the docker file?', 'Not using it with docker first?', 'docker cammand please']"
+91,429,91_sap_btp_process_automation,"['sap', 'btp', 'process', 'automation', 'joget', 'trial', 'cloud', 'generative', 'hana', 'service']","['What do you think about SAP Build? 🤔', 'Thanks for your feedback! You can find more resources on ABAP Cloud, https://sap.to/6054IQuo8, and SAP Build, https://sap.to/6055IQuoD, on the SAP Learning site. - Bella, SAP Community social media team', 'Are that a function of SAP or of SAP B1?']"
+92,773,92_canada_china_earth_climate,"['canada', 'china', 'earth', 'climate', 'global', 'country', 'world', 'city', 'science', 'cities']","[""Don't need a petition. Canada's started already."", '@zachcarter3186 Further more (since I am replying to you both) Canada has some of the best and safest energy gathering forest and resource management laws in the world. What China burns in coal in a day far exceeds what Canada does in a month, start in China before bankrupting our country.', 'Nothing is made in Canada.']"
+93,414,93_boomi_dell_sumit_dellboomi,"['boomi', 'dell', 'sumit', 'dellboomi', 'bhoomi', 'training', 'integration', 'course', 'career', 'shalini']","['Hi Shalini can you please share some more videos about Dell boomi', 'I am looking for Dell boomi training', 'Hi shalini garu, can we have full videos on dell boomi.']"
+94,1195,94_00_11_25_13,"['00', '11', '25', '13', '24', '20', '02', '18', 'min', '12']","['Crazy part starts at 6:00', '16:20\n\n17:00\n\n20:10\n\n24:50', 'This is for my references \n2:10\n7:50\n9:10\n13:00\n19:00\n19:40\n24:40\n30:00\n31:00\n33:00\n37:00']"
+95,704,95_supabase_postgres_vector_qdrant,"['supabase', 'postgres', 'vector', 'qdrant', 'db', 'node', 'rag', 'database', 'cole', 'memory']","['what about Supabase?', 'work with supabase?', ""I can't get it to work with Supabase.""]"
+96,1175,96_review_figure_black_retool,"['review', 'figure', 'black', 'retool', 'transformation', 'white', 'bike', 'figures', 'red', 'movie']","['Well I agree and disagree with your points. When it came to the Sentinel Haslab, Marvel Legends reused the extra figures bodies. They are famous for it, well Hasbro is famous for repaints. If they included some red hair for Glenda that would be cool. I think that Glenda, though, was a good choice. I like two things about Glenda: 1, She is a Co-Pilot for Helicopters. 2, She is an unheard of figure that would never have gotten the Classified treatment otherwise. I am happy that she is there and not a must wanted figure like idk Mephisto -glares at EoV-. She is a weird one but not one that collectors will get mad about missing. Personally I would like them to do this more often, give us figures we would have had a very small chance of getting otherwise. Could have been someone who isnt blonde but o well, nothing can be perfect. Like a helicopter pilot from India or even a country from Africa would have been cool. I was hoping they would pull a Hisstank and give us another ""never before released OG Joe figure"" I think that would have been the best approach. A new person that is only available through the Haslab. \n\nGreat video mate! :) Have you seen \'Rise of th eBeasts\' yet?', 'Can’t wait for when potp inferno comes really love the hot spot mold! and you know what’s better that it’s in red my favorite color that makes love the figure even more.', 'Thor is  quality old stuff. There was an old 2nd hand store, Mike\'s, in Portland for 40+ yrs, then moved out to Beaverton. I got to know the old Greek, Mike, shortly after he moved to B-ton in the early \'90\'s, & we became good friends.\n\nIn the early 2000\'s, he told me one morning he had decided to retire & close the store. By then, I knew his history; immigrating as 18 yr old w/ his brother, from Greece, & falling into the pawn shop biz.\n\nThe store was his legacy & has that old time pawn shop/2nd hand store vib, but was a degree or two off being in a newer, well lit, building.\n\nHis daughters/son-in-laws had no interest, and w/ the economy struggling under Bush, nobody wanted to buy it as a working, (good earning biz).\n\nSo Mike said screw it, I\'ll cut prices in half & sell everything myself.\n\nA bit gobsmacked, cause I figured I\'d get a call one of these days from his wife saying he\'d died behind the counter. Then he said, I\'m starting the sale next week, but there\'s a few people I\'m giving 1st shots to & you get the first of all, plus I have a surprise for you.\n\nThen he began to thank me for being such good friends to him & his wife, (I\'d kinda adopted them, did things for them, looked after them, since their daughters had moved away.), & said I could dig through the store & backroom. Anything I wanted he\'d give it to me for 50 off 50.  (I\'d learned Mike\'s unique discount language & knew he meant 75% off.\n\nI came in the next day, Sat, w/ coffee & pastries & had a day. When the store was moved from Portland stuff, (by hired movers), there was little organization or oversight. The new place had overly deep shelves for a retail store & I dug to the back of shelves & cabinets for the 1st time in 20+ yrs. (Mike wouldn\'t have let anybody drag 20-25 tools out onto the floor to get to the back, so the stuff hadn\'t seen light of day for years.\n\nI found a ½"" router from the 40\'s buried behind 20 some routers. This router was made by the company Porter Cable bought, when they started & ""invented the router"".\n\nPC is credited w/ inventing the router when in fact they bought this company <2 yrs after it  was founded, renamed the router to Porter Cable & made history by ""inventing the router"".\n\nMike sputtered when I showed it to him, \'Look what I found!  Isn\'t this a tag from the downtown store?\'  The Portland store was \'Mikes\', the Bton store was generic.\n\nIt was, & Mike remembered the router, who sold it & how much he paid for it; he was like that, could remember every thing he\'d personally bought.\n\n""Put all that crap on the floor away, & I won\'t update the tag before I give you a price, he said, w/ a gleem in his eye.\n\nHe was an old timer, no matter what the tag said, it was the high point of the day when you\'d take something to the counter & bargain on it.  It was one of the reasons we hit it off.  He frequently lamented no one had the juice to haggle any more, life was too easy for everybody. They boringly paid sticker.\n\nBy this time, it was a game Mike & I played & enjoyed. He\'d just as soon give whatever tool it was I needed, (not wanted; needed or had use for, always), but he\'d confided in me one day, \'If I just gave it to you, you wouldn\'t appreciate it as much.  You work to get a good price outta me & you earn it, you appreciate it more.\'  In his Greek accent, & pattern, it was musical.\n\nWe haggled over the router through a couple of cruellers & a cuppa coffee; I ended up giving him 17% of the 1980 price tag. Think it was about $12.\n\nThat router is still on my router table, almost 25 yrs later.\n\nBut what started this tale, (haven\'t thought of Mike for a while, hadn\'t realized how much I missed the old thief- my fav haggling insult.) was the brand new Thor air tools I found buried in the back room, along w/ a Wright Aircraft 4 ft ""manual impact wrench"". (Yes, THAT Wright.)\n\nOne of the new Thors was a 12"" blade worm drive \'Skil saw\'. Looked just like the real big brother of a Skil 77, but had a 1"" air hose & spun a friggin\' 12"" blade.  Still had red cosmoleen on the bare metal parts. Thor still sold them, at that time, but I found, w/ a bit of research, this Thor was a early 50\'s vintage, brand new.\n\nMike had a shocked look when I showed it to him. While he could recall all the details about the deals, he could totally forget something existed if it was out of sight, or misplaced. Turned out a LOT of stuff got misplaced during the move & some of it had been \'misplaced\' during the Portland store\'s days.\n\nThe 2 new Thor tools & the manual impact had been \'missing\' for nearly 40 yrs.\n\nThe other Thor was a jack hammer.\n\nThe manual impact was interesting. It looked like a movie prop of a 4ft long ratchet; head was oversized, and a basic shape, w/ a 2.5"" diameter straight tube handle.  Wright Aircraft was still in business, (surprise), but was only known in govt & aircraft circles.  Wasn\'t much info about their aircraft work for the US, but their was plenty about the impact.\n\nMade primarily for the Pentagon, these wrenchs were an \'impact\', capable of multiplying the manual torque applied to the handle, (2 operators recommended), via a cam over mechanism. The impact waa enough to adequately tighten, or bust lose, the main drive nut on the track of a US Army tank.\n\nLiterally, enough torque for a Sherman Tank.  LOL...\n\nThey were built exclusively for the Pentagon, by Wright, since the \'40\'s for ""In field servicing of tank drive tracks"".\n\nGot it for a high school buddy who\'s worked un his family\'s tire shop since he got back from Alaska in \'74.  Worked in a tire shop during pipeline boom; had a bunch of friends who went off to work in the \'wild west\' like environ.\n\nThat Cleco would do a number on an untucked shirt tail.\n\nI have a couple of big brothers to that inline grinder I\'ve been threatening to get working; they have 1"" collets & air line fittings.\n\nGeoD\n\nI still have a \'good CP\' air tool, or two, (had them for decades, as well.)']"
+97,605,97_sort_sorting_descending_ascending,"['sort', 'sorting', 'descending', 'ascending', 'filter', 'order', 'firstname', 'sortbycolumns', 'column', 'startswith']","['can the user sort the table by name or date or other column?', ""Does table sorting work for lists larger than 15 items? My list doesn't sort at all when clicking the sort buttons"", 'Hi Matt.  Thanks for another good tutorial. One question: you sort records on OnRecordLoad, and call the generic command “Sort records”. In your case, Sort [Restore] which I found out comes from using the Sort command on the tool bar and setting ”Keep records sorted”.   It in my instance, when I call the sort command, it restores to a field that I have not sorted by; it restores a sort by “CreationTimeStamp” field. I’m confused. On my layout browse mode, I select sort from the toolbar. I sort by “Name” and “keep records sorted”. Then I run your script, but it still sorts by  the “CreationTimeStamp” field, not by the “Name” field. How do I set the sort of the layout to Name, then when I call Sort records [Restore] that is sorts by the last sort command I just did? Without this function working properly, I do not get a sort after a quick find that works.']"
+98,741,98_license_premium_licensing_licenses,"['license', 'premium', 'licensing', 'licenses', 'source', 'users', 'require', 'user', 'connector', 'cost']","['Yes, although you could have either a single app license or the full premium license.', 'we need a premium license?', 'I think I need to do a licensing video. 🤩 \n\nLicensing is for the user of the app, not the creator. So you can build a premium app without a premium license. But everyone you share it with will need a premium License to use it.']"
+99,1357,99_channel_subscribe_subscribed_subscribers,"['channel', 'subscribe', 'subscribed', 'subscribers', 'join', 'members', 'grow', 'membership', 'gold', 'underrated']","['It is such a great channel! Thank you!', 'I really like your channel! 😁', 'Thank You for being a part of the channel']"
+100,851,100_screenshots_action_powerusers_forums,"['screenshots', 'action', 'powerusers', 'forums', 'guidance', 'issue', 'recommend', 'provide', 'microsoft', 'posting']","['I will have to look at your App in action to provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com', '@suziwin6297 I will have to look at your App in action to provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com', 'I will have to look at your App in action to know about your issue & provide guidance. I would recommend posting your issue/query with screenshots on the forums at https://powerusers.microsoft.com']"
+101,886,101_price_expensive_money_pricing,"['price', 'expensive', 'money', 'pricing', '000', 'prices', 'trading', 'usd', 'financial', 'companies']","['What about price?', ""What's is price"", 'Thank you 🌹 🌹 🌹\nRetails price is 84500']"
+102,515,102_plane_icon_aircraft_a5,"['plane', 'icon', 'aircraft', 'a5', 'flying', 'airplane', 'sell', 'truck', '000', 'pilot']","[""Who would want to get on a plane with someone as narrow-minded as you? Also, any plane is a dead man's plane when it's flown dangerously."", ""this is way out of my reach. I'll have to stick with my old land plane or go to building a plane myself."", 'I can get two nice paintings , and a Cheesburger for the price of this plane.']"
+103,792,103_delete_remove_deleting_deleted,"['delete', 'remove', 'deleting', 'deleted', 'row', 'record', 'item', 'button', 'icon', 'edit']","['Trackhoe075 yes, you can just delete them if you like.', 'delete function ... ?', 'must .... not .... delete ..... :-D']"
+104,692,104_bi_report_power_powerbi,"['bi', 'report', 'power', 'powerbi', 'reports', 'embed', 'apps', 'refresh', 'pbi', 'dashboard']","['I tried it with power bi. It does not work.', ""Hi Reza,\r\n\r\nI found your answer from the microsoft powerapps community \r\nmy question was as below \r\nI've integrated Power BI with Power Apps and confirmed that PowerBIIntegration in Power Apps successfully brings in all the data during app editing.\r\nWhen I'm editing the app in Power Apps, the data appears correctly in the gallery (Gallery Item: PowerBIIntegration.Data).\r\nHowever, after publishing the app and accessing it via the app link or browser, the gallery displays no data.\r\nHere’s what I’ve tried so far:\r\nVerified that PowerBIIntegration.Data is correctly used in the gallery.\r\nAdded the Power BI connection under Data Sources in Power Apps.\r\nDespite these steps, the gallery still shows no data after publishing.\r\n\r\nIs there something I'm missing, or is this a known limitation? How can I resolve this issue?\r\n\r\nand your reply to other similar question was \r\n\r\nHi @Anonymous \r\nI believe the Power Apps will get data from Power BI only when the Power BI report is accessed\r\nYou cannot directly go to the PowerApp and have the data for the Power BI report show up because the connection is established only when you open the Power BI report where the PowerApp is added\r\n\r\nMY QUESTION\r\nso, does this mean that the Power Apps embedded in Power BI works only when accessed through the Power BI report, and the integrated app cannot independently fetch data from Power BI? Is that correct?"", ""Ranjit,\nTowards the end of the video I've shown have to take the Power BI M Query and make the connection to your Power BI report.""]"
+105,962,105_formula_formulas_named_expression,"['formula', 'formulas', 'named', 'expression', 'error', 'column', 'text', 'missing', 'char', 'field']","['Use same formula in out time also', 'formula please ?', ""What's your formula?""]"
+106,718,106_amazon_season_series_episodes,"['amazon', 'season', 'series', 'episodes', 'story', 'fans', 'rings', 'bad', 'lore', 'nights']","[""The way they handled the first season in terms of public criticisms was so bad, I don't think fixing things is gonna fully work even if the second season and beyond was good. They've driven away a lot of people/potential fans that the ones who might come back to see the second season won't be as much as the first one. And if the second season is still bad or mediocre... I don't think there'd be a point for people to keep sticking with the show. It'd be a waste of time."", ""What would they need to fix:\n1. Recast Galadriel with an actress who is taller (as per the books), has facial expressions beyond wood-face and sneer, and can act.\n2. Rewrite Galadriel to be a character who has some or hopefully all of the qualities Tolkien gave her in the books, rather than none of them.\n3. Get rid of the blind queen who shouldn't exist in this time.\n4. Get rid of all harfoots. \n5. Admit that the shiny elf-life metal they used in season 1 is not mithril at all; give it some other name and let the dwarves mine real mithril like they're supposed to.\n6. Let the elves stop visiting barber shops right before every scene they are in. Long hair makes sense. Maybe even shorter hair like Aragorn or Boromir from the Jackson movies.\n7. Get rid of Arondir. Sorry. Just not really an elf in Tolkien's world. Keep the actor if you want; let him play a human from Harad or some such location.\n8. Get rid of Bronwyn. Nobody needs this many strong female orc-slaying elf-saving swordswoman herbalists in a show. It's just silly. Or keep the actress and character but give her a role more fitting for an herbalist than a warrior. \n9. Retcon the whole Mordor story like it never happened.\n10. Retcon the whole forging the rings story like it never happened.\n\nAnd probably some other stuff.\n\nSo if they do all that, hire some better writers and showrunners, and set out to make an awesome season 2, they still have to pick up where they left off, make some stupid retcons (No, all that stuff about the volcano never happened; it was just a dream while Bobby Ewing was in the shower. Here's what really happened). \nHow do they move forward from here?\nI don't think they can.\nBut they have to make money with this franchise they paid so much to get.\n\nI think they need to just star over. I don't know where, or how, but just fire EVERYBODY and start from scratch and pretend this show never happened. \nAdmit the failure. \nCome out and say it: Hey fans, we completely F'd up this show. We want to fix things. So let's start over. Pretend that first season never happened. it won't be canon. It was just a fanfic fever dream. We're going to release a whole new Season 1 and this time we're going to listen to real fans and make it right.\nI think that's their only path forward now, but I also think they will never do it."", ""Not surprised this happened.  Nearly $60 million was spent on producing each episode for eight episodes only for Amazon's series to go down in history as the most expense flop ever produced on media.   Also take into consideration on how much marketing was spent pushing the Woke Agenda, pay off 'journalists' and YouTube content creators to say great things about the series while Amazon censored their customers' reviews to control the narrative.  The show runners had the sheer hubris to write the novel Tolkien never wrote and then turn around and attack the Tolkien Fandom and Normies as evil because they didn't like the series.  We all know this was horribly written and acted. The characters never made sense and contradicted themselves repeatedly.  I do believe the real reason why both McKay and Payne were sidelined and it wasn't just copying and pasting Peter Jackson's Lord of the Rings Trilogy into their episodes.  If you remember an analyst from Amazon said in an interview that he had fallen asleep during the first two episodes of the series?  I don't remember whether he got through the third episode and he did express his concerns on the series success.  Sure Jeff Bezos is the head of Amazon, however I know he had to contend with the Shareholders and Board of Directors demanding WTF happened to their ROI.  I don't feel sorry for them.  I don't believe that even Amazon does hire experienced writers, retooled season two to follow the lore and remind the actors are hired to entertain and not lecture their Woke Ideologies to the audience, there is no salvaging Rings of Power.  The constant gaslighting, calling fans toxic and ists and phobes will never be forgotten. This IP is not a franchise like Marvel or Star Wars; this is the works of Tolkien who laid the very foundation of the Fantasy Genre.  Amazon and other huge corporations need to realize that IP stands for Intellectual Property, not Instant Profit.""]"
+107,440,107_brazil_greetings_chile_south,"['brazil', 'greetings', 'chile', 'south', 'africa', 'argentina', 'france', 'colombia', 'germany', 'poland']","['Thank u from Brazil !', 'When will it be in Brazil?', 'Thank you from Brazil']"
+108,530,108_scraping_crawl4ai_scrape_website,"['scraping', 'crawl4ai', 'scrape', 'website', 'crawl', 'sitemap', 'scraper', 'cole', 'colemedin', 'links']","[""Crawl4AI can scrape a single page, get the URLs from that page and do recursive scraping! So a sitemap helps but isn't 100% necessary."", 'Do you have any videos for website scraping?', '00:05 - Scrape any website in minutes using n8n and Crawl4AI without coding.\n02:06 - Implementing an AI agent using n8n for scraping without code.\n05:58 - Setting up Crawl4AI with Docker for web scraping.\n07:49 - Setting up Crawl4AI as a Docker API endpoint on Digital Ocean.\n11:40 - Setting up Crawl4AI on Digital Ocean is quick and straightforward.\n13:36 - Leveraging n8n and Crawl4AI for efficient agent development.\n17:17 - Using n8n to split and manage URLs for scraping.\n18:55 - Modify workflow for batch scraping using n8n and Crawl4AI.\n22:24 - Integrating n8n with Crawl4AI for asynchronous web scraping.\n24:16 - Automating web scraping with n8n and Crawl4AI\n27:46 - Set up a vector store in Supabase to manage documents.\n29:29 - Successfully scraped and processed 148 items across multiple pages.\n32:54 - Easily scrape any website with n8n and Crawl4AI without coding.']"
+109,1060,109_environment_dev_variables_prod,"['environment', 'dev', 'variables', 'prod', 'production', 'import', 'managed', 'environments', 'env', 'export']","['Awesome Video Shane! When I move a a solution from Dev Environment to Test Environment, the same flow also moves to the Test Environment but the print button doesnt work. Since the Test Environment is a managed solution, if I edit it, it creates an unmanned layer. Have you noticed it doesnt work in a different Environment? Do you know how I can move it to another environment and make the print flow feature work? Thank you!', 'Hi Shane, can I export my production environment solution (managed) to development environment (unmanaged)?. Thanks', 'Environment vars']"
+110,367,110_copilot_studio_pilot_environment,"['copilot', 'studio', 'pilot', 'environment', 'license', 'region', 'power', 'apps', 'available', 'microsoft']","['Thank You Copilot :)', 'With copilot - No', 'Is this yet another copilot']"
+111,1597,111_exactly_needed_forward_perfect,"['exactly', 'needed', 'forward', 'perfect', 'man', 'wanted', 'shane', 'searching', 'thx', 'appreciate']","['Thank you this was exactly what I needed', 'thank you for this, exactly what i needed', 'THANKS!! exactly what i needed.']"
+112,784,112_feedback_appreciate_noted_positive,"['feedback', 'appreciate', 'noted', 'positive', 'hear', 'improve', 'glad', 'happy', 'future', 'appreciated']","['Thank you for feedback.', 'Thank you so much for your feedback!', '@@awlhuntThanks for the feedback.']"
+113,830,113_support_reach_rcconsulting_watching,"['support', 'reach', 'rcconsulting', 'watching', 'coaches', 'engineers', 'hesitate', 'email', 'words', 'standing']","['Thanks for watching! If we can ever help you out one-on-one please reach out to support@rcconsulting.com', 'Thanks for watching!  If we can ever help you out more, please reach out :) support@rcconsulting.com', 'Thanks for watching Sarwat!  If we can ever help you out one-on-one please reach out to support@rcconsulting.com']"
+114,809,114_tab_tabs_membership_tabbed,"['tab', 'tabs', 'membership', 'tabbed', 'form', 'post', 'click', 'screen', 'reza', 'navigate']","['Awesome, Can you hide tabs until the first tab is complete?', 'How to create custam tab', 'Great Video! I am getting 4 tabs, how to I add an extra tab?']"
+115,631,115_quality_zoom_resolution_blurry,"['quality', 'zoom', 'resolution', 'blurry', '1080p', '4k', 'read', 'hard', 'camera', 'high']","['Please fix this: Even in 1080p picture quality text is not visible properly and somewhat blurry. It will be helpful if you could improve the picture quality or make text bigger. So that it will be good for every human to read.', 'Quality 360p ??? my eyessss 😢', 'Video quality is not good']"

files/04_topicos/04_relatorio_cobertura_topicos.txt

@@ -0,0 +1,14 @@
+Relatorio de cobertura da etapa de topicos
+========================================================================
+Comentarios no corpus final em ingles: 265301
+Comentarios no corpus do periodo analitico: 260791
+Comentarios vazios removidos: 0
+Comentarios curtos removidos (<15 caracteres): 21143
+Comentarios duplicados por texto removidos: 11837
+Comentarios na base de topicos: 227811
+Comentarios unicos no arquivo legado de topicos: 231110
+Textos com conflito de topic_id no legado: 2
+Comentarios alinhados com topic_id: 227703
+Comentarios sem correspondencia no legado: 108
+
+Observacao: a base de topicos usa texto normalizado, comentario minimo de 15 caracteres e deduplicacao por texto.

files/04_topicos/05_resultados_topicos/01_relatorio_analise_topicos.txt

@@ -0,0 +1,226 @@
+Relatorio de analise de topicos
+========================================================================
+Comentarios no corpus do periodo: 260791
+Comentarios na base de topicos: 227811
+Comentarios alinhados com topic_id: 227703
+Comentarios analisados apos excluir topicos de ruido: 180589
+Relatorio de cobertura usado como referencia: 04_relatorio_cobertura_topicos.txt
+
+Topicos analisados
+ID | Nome do topico | Principais termos
+1 | 1_flutterflow_flutter_firebase_code | ['flutterflow', 'flutter', 'firebase', 'code', 'dart', 'flow', 'supabase', 'a...
+3 | 3_mobile_android_apps_web | ['mobile', 'android', 'apps', 'web', 'description', 'ios', 'building', 'sampl...
+4 | 4_power_apps_powerapps_platform | ['power', 'apps', 'powerapps', 'platform', 'automate', 'sharepoint', 'microso...
+5 | 5_issue_worked_fix_solve | ['issue', 'worked', 'fix', 'solve', 'solved', 'experienced', 'description', '...
+6 | 6_image_file_attachments_attachment | ['image', 'file', 'attachments', 'attachment', 'files', 'upload', 'folder', '...
+7 | 7_tutorial_tutorials_step_follow | ['tutorial', 'tutorials', 'step', 'follow', 'beginner', 'beginners', 'helpful...
+8 | 8_date_calendar_dates_month | ['date', 'calendar', 'dates', 'month', 'event', 'picker', 'mm', 'booking', 'e...
+9 | 9_lol_rezadorrani_reply_oh | ['lol', 'rezadorrani', 'reply', 'oh', 'yeah', 'okay', 'aprildunnam', 'danielc...
+10 | 10_ai_agent_agents_tools | ['ai', 'agent', 'agents', 'tools', 'prompt', 'automation', 'skool', 'human', ...
+11 | 11_box_combo_dropdown_select | ['box', 'combo', 'dropdown', 'select', 'combobox', 'selected', 'checkbox', 'c...
+12 | 12_bubble_io_plugin_api | ['bubble', 'io', 'plugin', 'api', 'page', 'forum', 'native', 'web', 'plugins'...
+14 | 14_glad_helpful_helped_useful | ['glad', 'helpful', 'helped', 'useful', 'super', 'happy', 'welcome', 'hear', ...
+15 | 15_filemaker_richard_fmtraining_training | ['filemaker', 'richard', 'fmtraining', 'training', 'tv', 'claris', 'www', 'rc...
+16 | 16_n8n_workflows_ai_automation | ['n8n', 'workflows', 'ai', 'automation', 'agents', 'workflow', 'agent', 'mcp'...
+17 | 17_excel_appsheet_sheet_google | ['excel', 'appsheet', 'sheet', 'google', 'sheets', 'export', 'csv', 'file', '...
+18 | 18_pdf_print_file_printing | ['pdf', 'print', 'file', 'printing', 'page', 'screen', 'function', 'generate'...
+19 | 19_api_login_password_token | ['api', 'login', 'password', 'token', 'authentication', 'key', 'account', 'au...
+23 | 23_forums_powerusers_recommend_posting | ['forums', 'powerusers', 'recommend', 'posting', 'microsoft', 'checking', 'si...
+24 | 24_search_filter_filters_filtering | ['search', 'filter', 'filters', 'filtering', 'text', 'field', 'delegable', 'r...
+25 | 25_explanation_explained_clear_concise | ['explanation', 'explained', 'clear', 'concise', 'straight', 'explanations', ...
+26 | 26_code_low_coding_tools | ['code', 'low', 'coding', 'tools', 'programming', 'developer', 'nocode', 'too...
+27 | 27_gallery_items_galleries_item | ['gallery', 'items', 'galleries', 'item', 'property', 'selected', 'vertical',...
+28 | 28_chat_openai_chatgpt_gpt | ['chat', 'openai', 'chatgpt', 'gpt', 'chatbot', 'api', 'conversation', 'promp...
+30 | 30_tried_haven_feature_scenario | ['tried', 'haven', 'feature', 'scenario', 'sorry', 'im', 'aware', 'option', '...
+31 | 31_inventory_order_invoice_stock | ['inventory', 'order', 'invoice', 'stock', 'cart', 'sales', 'item', 'quantity...
+32 | 32_patch_collection_function_patching | ['patch', 'collection', 'function', 'patching', 'record', 'grid', 'collection...
+33 | 33_form_edit_forms_submit | ['form', 'edit', 'forms', 'submit', 'button', 'mode', 'screen', 'fields', 'vi...
+34 | 34_vid_interesting_fantastic_wonderful | ['vid', 'interesting', 'fantastic', 'wonderful', 'man', 'shane', 'loved', 'en...
+37 | 37_firebase_firestore_supabase_storage | ['firebase', 'firestore', 'supabase', 'storage', 'database', 'backend', 'rule...
+38 | 38_stripe_payment_plugin_payments | ['stripe', 'payment', 'plugin', 'payments', 'account', 'checkout', 'card', 'c...
+39 | 39_free_plan_paid_pay | ['free', 'plan', 'paid', 'pay', 'month', 'trial', 'subscription', 'monthly', ...
+40 | 40_github_file_download_sample | ['github', 'file', 'download', 'sample', 'zip', 'demo', 'rdorrani', 'repo', '...
+41 | 41_email_send_notification_emails | ['email', 'send', 'notification', 'emails', 'notifications', 'outlook', 'push...
+42 | 42_audio_music_sound_voice | ['audio', 'music', 'sound', 'voice', 'background', 'mic', 'volume', 'micropho...
+43 | 43_flow_flows_trigger_automate | ['flow', 'flows', 'trigger', 'automate', 'power', 'run', 'action', 'apps', 'p...
+44 | 44_sending_po_support_class | ['sending', 'po', 'support', 'class', 'waiting', 'youtubers', 'yummy', 'youtu...
+45 | 45_approval_approver_approvals_approve | ['approval', 'approver', 'approvals', 'approve', 'approvers', 'approved', 're...
+46 | 46_controls_modern_color_control | ['controls', 'modern', 'color', 'control', 'classic', 'theme', 'colors', 'fon...
+47 | 47_model_canvas_driven_apps | ['model', 'canvas', 'driven', 'apps', 'lisa', 'pages', 'dataverse', 'custom',...
+48 | 48_idea_suggestion_ideas_future | ['idea', 'suggestion', 'ideas', 'future', 'definitely', 'tuned', 'stay', 'add...
+49 | 49_responsive_container_containers_height | ['responsive', 'container', 'containers', 'height', 'width', 'size', 'design'...
+50 | 50_contact_gmail_email_number | ['contact', 'gmail', 'email', 'number', 'mail', 'reach', 'talk', 'connect', '...
+51 | 51_exam_pl_certification_900 | ['exam', 'pl', 'certification', '900', 'passed', 'salesforce', 'study', 'dump...
+52 | 52_template_templates_skool_word | ['template', 'templates', 'skool', 'word', 'free', 'community', 'available', ...
+53 | 53_n8n_install_local_locally | ['n8n', 'install', 'local', 'locally', 'node', 'mcp', 'self', 'hosted', 'host...
+54 | 54_dataverse_sql_sharepoint_database | ['dataverse', 'sql', 'sharepoint', 'database', 'tables', 'source', 'teams', '...
+55 | 55_whatsapp_telegram_trigger_message | ['whatsapp', 'telegram', 'trigger', 'message', 'webhook', 'number', 'bot', 's...
+56 | 56_valuable_quality_appreciate_enjoying | ['valuable', 'quality', 'appreciate', 'enjoying', 'helpful', 'man', 'truly', ...
+57 | 57_course_courses_training_udemy | ['course', 'courses', 'training', 'udemy', 'online', 'classes', 'join', 'offe...
+58 | 58_reza_dorrani_saver_explained | ['reza', 'dorrani', 'saver', 'explained', 'knowledge', 'life', 'helpful', 'br...
+59 | 59_workflow_workflows_pneumatic_node | ['workflow', 'workflows', 'pneumatic', 'node', 'trigger', 'n8n', 'step', 'bac...
+60 | 60_qr_barcode_scan_scanner | ['qr', 'barcode', 'scan', 'scanner', 'scanning', 'barcodes', 'code', 'codes',...
+61 | 61_table_column_columns_tables | ['table', 'column', 'columns', 'tables', 'lookup', 'id', 'child', 'row', 'par...
+62 | 62_automation_automations_automate_automating | ['automation', 'automations', 'automate', 'automating', 'stuff', 'tribe', 'pn...
+63 | 63_informative_information_knowledge_info | ['informative', 'information', 'knowledge', 'info', 'valuable', 'useful', 'se...
+64 | 64_useful_helpful_saved_helped | ['useful', 'helpful', 'saved', 'helped', 'extremely', 'super', 'usefull', 'gl...
+65 | 65_teacher_teaching_style_lesson | ['teacher', 'teaching', 'style', 'lesson', 'teach', 'learned', 'lecture', 'le...
+66 | 66_tool_screen_software_recording | ['tool', 'screen', 'software', 'recording', 'editing', 'studio', 'draw', 'rec...
+67 | 67_watching_glad_hear_welcome | ['watching', 'glad', 'hear', 'welcome', 'enjoyed', 'liking', 'happy', 'commen...
+69 | 69_menu_component_navigation_bar | ['menu', 'component', 'navigation', 'bar', 'nav', 'screen', 'icon', 'navigate...
+70 | 70_soon_upload_pls_coming | ['soon', 'upload', 'pls', 'coming', 'plz', 'forward', 'uploading', 'vids', 'w...
+71 | 71_self_hosting_hosted_host | ['self', 'hosting', 'hosted', 'host', 'hostinger', 'domain', 'cloud', 'server...
+72 | 72_zoho_creator_deluge_greetings | ['zoho', 'creator', 'deluge', 'greetings', 'crm', 'books', 'portal', 'support...
+73 | 73_ff_widget_code_web | ['ff', 'widget', 'code', 'web', 'figma', 'widgets', 'custom', 'supabase', 'tu...
+74 | 74_subscribed_subscriber_subscribe_sub | ['subscribed', 'subscriber', 'subscribe', 'sub', 'subbed', 'earned', 'liked',...
+75 | 75_map_location_maps_address | ['map', 'location', 'maps', 'address', 'distance', 'google', 'marker', 'lat',...
+76 | 76_license_premium_365_office | ['license', 'premium', '365', 'office', 'power', 'licenses', 'apps', 'connect...
+77 | 77_group_repeating_groups_element | ['group', 'repeating', 'groups', 'element', 'page', 'focus', 'visible', 'reus...
+78 | 78_english_language_subtitles_spanish | ['english', 'language', 'subtitles', 'spanish', 'speak', 'translate', 'transl...
+79 | 79_rezadorrani_response_reply_quick | ['rezadorrani', 'response', 'reply', 'quick', 'reza', 'appreciate', 'okay', '...
+80 | 80_cloud_engine_deploy_gcp | ['cloud', 'engine', 'deploy', 'gcp', 'google', 'gcloud', 'java', 'service', '...
+81 | 81_enjoy_learning_helping_happy | ['enjoy', 'learning', 'helping', 'happy', 'appreciate', 'helpful', 'watching'...
+82 | 82_json_parse_parsejson_object | ['json', 'parse', 'parsejson', 'object', 'string', 'jsonformat', 'file', 'err...
+83 | 83_waiting_youtu_episode_wait | ['waiting', 'youtu', 'episode', 'wait', 'eagerly', 'coming', 'second', 'relea...
+84 | 84_topic_backlog_post_subscribers | ['topic', 'backlog', 'post', 'subscribers', 'requests', 'suggestions', 'voted...
+85 | 85_error_message_failed_errors | ['error', 'message', 'failed', 'errors', 'fix', 'invalid', 'followed', 'reque...
+86 | 86_access_permissions_security_user | ['access', 'permissions', 'security', 'user', 'users', 'role', 'permission', ...
+87 | 87_available_preview_feature_release | ['available', 'preview', 'feature', 'release', 'region', 'ga', 'currently', '...
+88 | 88_business_central_dynamics_365 | ['business', 'central', 'dynamics', '365', 'bc', 'microsoft', 'd365', 'sales'...
+89 | 89_reza_brilliant_usual_tips | ['reza', 'brilliant', 'usual', 'tips', 'linking', 'useful', 'deep', 'presenta...
+90 | 90_docker_compose_baserow_host | ['docker', 'compose', 'baserow', 'host', 'container', 'n8n', 'internal', 'ins...
+91 | 91_sap_btp_process_automation | ['sap', 'btp', 'process', 'automation', 'joget', 'trial', 'cloud', 'generativ...
+93 | 93_boomi_dell_sumit_dellboomi | ['boomi', 'dell', 'sumit', 'dellboomi', 'bhoomi', 'training', 'integration', ...
+95 | 95_supabase_postgres_vector_qdrant | ['supabase', 'postgres', 'vector', 'qdrant', 'db', 'node', 'rag', 'database',...
+96 | 96_review_figure_black_retool | ['review', 'figure', 'black', 'retool', 'transformation', 'white', 'bike', 'f...
+97 | 97_sort_sorting_descending_ascending | ['sort', 'sorting', 'descending', 'ascending', 'filter', 'order', 'firstname'...
+98 | 98_license_premium_licensing_licenses | ['license', 'premium', 'licensing', 'licenses', 'source', 'users', 'require',...
+99 | 99_channel_subscribe_subscribed_subscribers | ['channel', 'subscribe', 'subscribed', 'subscribers', 'join', 'members', 'gro...
+100 | 100_screenshots_action_powerusers_forums | ['screenshots', 'action', 'powerusers', 'forums', 'guidance', 'issue', 'recom...
+101 | 101_price_expensive_money_pricing | ['price', 'expensive', 'money', 'pricing', '000', 'prices', 'trading', 'usd',...
+103 | 103_delete_remove_deleting_deleted | ['delete', 'remove', 'deleting', 'deleted', 'row', 'record', 'item', 'button'...
+104 | 104_bi_report_power_powerbi | ['bi', 'report', 'power', 'powerbi', 'reports', 'embed', 'apps', 'refresh', '...
+105 | 105_formula_formulas_named_expression | ['formula', 'formulas', 'named', 'expression', 'error', 'column', 'text', 'mi...
+108 | 108_scraping_crawl4ai_scrape_website | ['scraping', 'crawl4ai', 'scrape', 'website', 'crawl', 'sitemap', 'scraper', ...
+109 | 109_environment_dev_variables_prod | ['environment', 'dev', 'variables', 'prod', 'production', 'import', 'managed'...
+110 | 110_copilot_studio_pilot_environment | ['copilot', 'studio', 'pilot', 'environment', 'license', 'region', 'power', '...
+111 | 111_exactly_needed_forward_perfect | ['exactly', 'needed', 'forward', 'perfect', 'man', 'wanted', 'shane', 'search...
+112 | 112_feedback_appreciate_noted_positive | ['feedback', 'appreciate', 'noted', 'positive', 'hear', 'improve', 'glad', 'h...
+113 | 113_support_reach_rcconsulting_watching | ['support', 'reach', 'rcconsulting', 'watching', 'coaches', 'engineers', 'hes...
+114 | 114_tab_tabs_membership_tabbed | ['tab', 'tabs', 'membership', 'tabbed', 'form', 'post', 'click', 'screen', 'r...
+115 | 115_quality_zoom_resolution_blurry | ['quality', 'zoom', 'resolution', 'blurry', '1080p', '4k', 'read', 'hard', 'c...
+
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files/04_topicos/05_resultados_topicos/03_figura_evolucao_temporal_topicos.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:810c2a7d1a54471ce517bdd7dfba0a5dd49c89e75d6384b66568c9a76989e83c
+size 178189

files/04_topicos/etapa_05_preparar_base_topicos.py

@@ -0,0 +1,43 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+from pipeline_00_config import (
+    ENGLISH_COMMENTS_PERIOD_CSV,
+    LANGUAGE_FILTER_COLUMNS,
+    MIN_TOPIC_COMMENT_LENGTH,
+    TOPIC_BASE_COMMENTS_CSV,
+    ensure_directories,
+    load_language_comment_file,
+    normalize_series,
+)
+
+
+def main() -> None:
+    ensure_directories()
+
+    comments_period, repaired = load_language_comment_file(ENGLISH_COMMENTS_PERIOD_CSV, LANGUAGE_FILTER_COLUMNS)
+    if repaired:
+        comments_period.to_csv(ENGLISH_COMMENTS_PERIOD_CSV, index=False)
+
+    comments_period = comments_period.copy()
+    comments_period["comment_normalized"] = normalize_series(comments_period["comment"])
+    comments_period["comment_length"] = comments_period["comment_normalized"].str.len()
+
+    prepared = comments_period.loc[comments_period["comment_normalized"] != ""].copy()
+    prepared = prepared.loc[prepared["comment_length"] >= MIN_TOPIC_COMMENT_LENGTH].copy()
+    prepared = prepared.drop_duplicates(subset=["comment_normalized"]).copy()
+    prepared.to_csv(TOPIC_BASE_COMMENTS_CSV, index=False)
+
+    print(f"Comentarios no periodo: {len(comments_period)}")
+    print(f"Base preparada para topicos: {len(prepared)}")
+    print(f"Arquivo salvo em: {TOPIC_BASE_COMMENTS_CSV}")
+
+
+if __name__ == "__main__":
+    main()

files/04_topicos/etapa_06_alinhar_topicos_legado.py

@@ -0,0 +1,114 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import pandas as pd
+
+from pipeline_00_config import (
+    ENGLISH_COMMENTS_CSV,
+    ENGLISH_COMMENTS_PERIOD_CSV,
+    LANGUAGE_FILTER_COLUMNS,
+    LEGACY_TOPIC_COMMENTS_CSV,
+    LEGACY_TOPIC_DESCRIPTIONS_CSV,
+    TOPIC_ALIGNED_COMMENTS_CSV,
+    TOPIC_BASE_COMMENTS_CSV,
+    TOPIC_COVERAGE_REPORT_TXT,
+    TOPIC_DESCRIPTIONS_CSV,
+    ensure_directories,
+    load_language_comment_file,
+    normalize_series,
+    read_csv_with_fallback,
+)
+
+
+def main() -> None:
+    ensure_directories()
+
+    comments_full, repaired_full = load_language_comment_file(ENGLISH_COMMENTS_CSV, LANGUAGE_FILTER_COLUMNS)
+    comments_period, repaired_period = load_language_comment_file(ENGLISH_COMMENTS_PERIOD_CSV, LANGUAGE_FILTER_COLUMNS)
+    if repaired_full:
+        comments_full.to_csv(ENGLISH_COMMENTS_CSV, index=False)
+    if repaired_period:
+        comments_period.to_csv(ENGLISH_COMMENTS_PERIOD_CSV, index=False)
+
+    base = read_csv_with_fallback(TOPIC_BASE_COMMENTS_CSV, low_memory=False)
+    legacy_comments = read_csv_with_fallback(LEGACY_TOPIC_COMMENTS_CSV, sep=";", engine="python")
+    legacy_descriptions = read_csv_with_fallback(LEGACY_TOPIC_DESCRIPTIONS_CSV, sep=";", engine="python")
+
+    comments_period = comments_period.copy()
+    comments_period["comment_normalized"] = normalize_series(comments_period["comment"])
+    comments_period["comment_length"] = comments_period["comment_normalized"].str.len()
+    blank_removed = int((comments_period["comment_normalized"] == "").sum())
+    short_removed = int(((comments_period["comment_normalized"] != "") & (comments_period["comment_length"] < 15)).sum())
+    duplicate_removed = int(
+        comments_period.loc[comments_period["comment_length"] >= 15, "comment_normalized"].duplicated().sum()
+    )
+
+    legacy_comments = legacy_comments.copy()
+    legacy_comments["comment_normalized"] = normalize_series(legacy_comments["comment"])
+    legacy_comments["topic_id"] = pd.to_numeric(legacy_comments["topic_id"], errors="coerce")
+    conflict_count = int((legacy_comments.groupby("comment_normalized")["topic_id"].nunique() > 1).sum())
+    legacy_comments = legacy_comments.sort_values(["comment_normalized", "comment_id"]).drop_duplicates(
+        subset=["comment_normalized"], keep="first"
+    )
+
+    aligned = base.merge(
+        legacy_comments[["comment_normalized", "topic_id", "Name", "Representation"]],
+        on="comment_normalized",
+        how="left",
+    )
+    aligned = aligned.rename(
+        columns={
+            "Name": "topic_name",
+            "Representation": "topic_representation",
+        }
+    )
+    aligned.to_csv(TOPIC_ALIGNED_COMMENTS_CSV, index=False)
+
+    descriptions = legacy_descriptions.rename(
+        columns={
+            "Topic": "topic_id",
+            "Count": "topic_count",
+            "Name": "topic_name",
+            "Representation": "topic_representation",
+            "Representative_Docs": "representative_docs",
+        }
+    )
+    descriptions["topic_id"] = pd.to_numeric(descriptions["topic_id"], errors="coerce")
+    descriptions = descriptions.dropna(subset=["topic_id"]).drop_duplicates(subset=["topic_id"]).sort_values("topic_id")
+    descriptions.to_csv(TOPIC_DESCRIPTIONS_CSV, index=False)
+
+    matched = int(aligned["topic_id"].notna().sum())
+    unmatched = int(aligned["topic_id"].isna().sum())
+
+    lines = [
+        "Relatorio de cobertura da etapa de topicos",
+        "=" * 72,
+        f"Comentarios no corpus final em ingles: {len(comments_full)}",
+        f"Comentarios no corpus do periodo analitico: {len(comments_period)}",
+        f"Comentarios vazios removidos: {blank_removed}",
+        f"Comentarios curtos removidos (<15 caracteres): {short_removed}",
+        f"Comentarios duplicados por texto removidos: {duplicate_removed}",
+        f"Comentarios na base de topicos: {len(base)}",
+        f"Comentarios unicos no arquivo legado de topicos: {legacy_comments['comment_normalized'].nunique()}",
+        f"Textos com conflito de topic_id no legado: {conflict_count}",
+        f"Comentarios alinhados com topic_id: {matched}",
+        f"Comentarios sem correspondencia no legado: {unmatched}",
+        "",
+        "Observacao: a base de topicos usa texto normalizado, comentario minimo de 15 caracteres e deduplicacao por texto.",
+    ]
+    TOPIC_COVERAGE_REPORT_TXT.write_text("\n".join(lines) + "\n", encoding="utf-8")
+
+    print(f"Base de topicos: {len(base)}")
+    print(f"Alinhados com topicos: {matched}")
+    print(f"Sem correspondencia: {unmatched}")
+    print(f"Relatorio salvo em: {TOPIC_COVERAGE_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/04_topicos/etapa_07_analisar_topicos.py

@@ -0,0 +1,170 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+import seaborn as sns
+
+from pipeline_00_config import (
+    ENGLISH_COMMENTS_PERIOD_CSV,
+    PLATFORM_PATTERNS,
+    STUDY_END,
+    STUDY_START,
+    TOPICS_TO_REMOVE,
+    TOPIC_ALIGNED_COMMENTS_CSV,
+    TOPIC_ANALYSIS_REPORT_TXT,
+    TOPIC_BASE_COMMENTS_CSV,
+    TOPIC_DESCRIPTIONS_CSV,
+    TOPIC_PLATFORM_HEATMAP_PNG,
+    TOPIC_TEMPORAL_PDF,
+    TOPIC_TEMPORAL_PNG,
+    TOPIC_COVERAGE_REPORT_TXT,
+    ensure_directories,
+    extract_matching_terms,
+    parse_utc_datetime,
+    read_csv_with_fallback,
+)
+
+
+def zscore_by_row(frame: pd.DataFrame) -> pd.DataFrame:
+    centered = frame.sub(frame.mean(axis=1), axis=0)
+    row_std = frame.std(axis=1).replace(0, 1)
+    return centered.div(row_std, axis=0)
+
+
+def zscore_by_column(frame: pd.DataFrame) -> pd.DataFrame:
+    centered = frame.sub(frame.mean(axis=0), axis=1)
+    column_std = frame.std(axis=0).replace(0, 1)
+    return centered.div(column_std, axis=1)
+
+
+def generate_temporal_heatmap(analysis_df: pd.DataFrame) -> pd.DataFrame:
+    counts = analysis_df.groupby(["mes_ano", "topic_id"]).size().reset_index(name="count")
+    pivot = counts.pivot_table(index="topic_id", columns="mes_ano", values="count", fill_value=0)
+    full_range = pd.period_range(start=STUDY_START, end=STUDY_END, freq="M")
+    pivot = pivot.reindex(columns=full_range, fill_value=0).sort_index()
+    heatmap_data = zscore_by_row(pivot)
+
+    plt.figure(figsize=(12, 7))
+    sns.heatmap(heatmap_data, cmap="viridis", vmin=-2, vmax=2, cbar_kws={"label": "Z-score"})
+    plt.title("Evolucao temporal dos topicos")
+    plt.xlabel("Linha do tempo")
+    plt.ylabel("Topic ID")
+    tick_positions = np.arange(0, len(pivot.columns), 6)
+    tick_labels = [str(pivot.columns[index]) for index in tick_positions]
+    plt.xticks(tick_positions + 0.5, tick_labels, rotation=45, ha="right")
+    plt.tight_layout()
+    plt.savefig(TOPIC_TEMPORAL_PNG, dpi=300)
+    plt.savefig(TOPIC_TEMPORAL_PDF)
+    plt.close()
+
+    return pivot
+
+
+def generate_platform_heatmap(analysis_df: pd.DataFrame):
+    rows = []
+    for row in analysis_df.itertuples(index=False):
+        found_terms = extract_matching_terms(row.comment, PLATFORM_PATTERNS)
+        for term in found_terms:
+            rows.append({"topic_id": row.topic_id, "topic_name": row.topic_name, "platform": term})
+
+    if not rows:
+        return None
+
+    platform_mentions = pd.DataFrame(rows)
+    top_platforms = platform_mentions["platform"].value_counts().head(10).index
+    filtered = platform_mentions.loc[platform_mentions["platform"].isin(top_platforms)].copy()
+    matrix = pd.crosstab(filtered["topic_id"], filtered["platform"])
+    matrix = zscore_by_column(matrix)
+
+    plt.figure(figsize=(10, 8))
+    sns.heatmap(matrix, cmap="RdBu_r", center=0, vmin=-2, vmax=2, cbar_kws={"label": "Z-score"})
+    plt.title("Associacao entre topicos e plataformas")
+    plt.xlabel("Plataforma")
+    plt.ylabel("Topic ID")
+    plt.tight_layout()
+    plt.savefig(TOPIC_PLATFORM_HEATMAP_PNG, dpi=300)
+    plt.close()
+
+    return filtered["platform"].value_counts()
+
+
+def main() -> None:
+    ensure_directories()
+
+    period_comments = read_csv_with_fallback(ENGLISH_COMMENTS_PERIOD_CSV, low_memory=False)
+    topic_base = read_csv_with_fallback(TOPIC_BASE_COMMENTS_CSV, low_memory=False)
+    aligned = read_csv_with_fallback(TOPIC_ALIGNED_COMMENTS_CSV, low_memory=False)
+    descriptions = read_csv_with_fallback(TOPIC_DESCRIPTIONS_CSV, low_memory=False)
+
+    aligned = aligned.copy()
+    aligned["published_at"] = parse_utc_datetime(aligned["published_at"])
+    aligned["topic_id"] = pd.to_numeric(aligned["topic_id"], errors="coerce")
+    aligned = aligned.dropna(subset=["topic_id", "published_at"]).copy()
+    aligned["topic_id"] = aligned["topic_id"].astype(int)
+
+    excluded_topics = set(TOPICS_TO_REMOVE + [-1])
+    analysis_df = aligned.loc[~aligned["topic_id"].isin(excluded_topics)].copy()
+    analysis_df["mes_ano"] = analysis_df["published_at"].dt.to_period("M")
+
+    descriptions = descriptions.copy()
+    descriptions["topic_id"] = pd.to_numeric(descriptions["topic_id"], errors="coerce")
+    descriptions = descriptions.dropna(subset=["topic_id"]).copy()
+    descriptions["topic_id"] = descriptions["topic_id"].astype(int)
+    descriptions = descriptions.loc[~descriptions["topic_id"].isin(excluded_topics)].copy()
+
+    pivot = generate_temporal_heatmap(analysis_df)
+    platform_counts = generate_platform_heatmap(analysis_df)
+
+    lines = [
+        "Relatorio de analise de topicos",
+        "=" * 72,
+        f"Comentarios no corpus do periodo: {len(period_comments)}",
+        f"Comentarios na base de topicos: {len(topic_base)}",
+        f"Comentarios alinhados com topic_id: {len(aligned)}",
+        f"Comentarios analisados apos excluir topicos de ruido: {len(analysis_df)}",
+        f"Relatorio de cobertura usado como referencia: {TOPIC_COVERAGE_REPORT_TXT.name}",
+        "",
+        "Topicos analisados",
+        "ID | Nome do topico | Principais termos",
+    ]
+
+    for row in descriptions.itertuples(index=False):
+        representation = str(row.topic_representation)
+        if len(representation) > 80:
+            representation = representation[:77] + "..."
+        lines.append(f"{row.topic_id} | {row.topic_name} | {representation}")
+
+    lines.extend(["", "Picos temporais por topico"])
+    for topic_id, row in pivot.iterrows():
+        peak_month = row.idxmax()
+        peak_value = int(row.max())
+        if peak_value <= 0:
+            continue
+        topic_name_series = descriptions.loc[descriptions["topic_id"] == topic_id, "topic_name"]
+        topic_name = topic_name_series.iloc[0] if not topic_name_series.empty else "desconhecido"
+        lines.append(f"Topic {topic_id} ({topic_name}) - pico em {peak_month}: {peak_value}")
+
+    lines.append("")
+    lines.append("Plataformas mais citadas nos comentarios")
+    if platform_counts is None:
+        lines.append("Nenhuma plataforma foi detectada nos comentarios analisados.")
+    else:
+        for platform, count in platform_counts.head(10).items():
+            lines.append(f"{platform}: {count}")
+
+    TOPIC_ANALYSIS_REPORT_TXT.write_text("\n".join(lines) + "\n", encoding="utf-8")
+
+    print(f"Comentarios analisados: {len(analysis_df)}")
+    print(f"Relatorio salvo em: {TOPIC_ANALYSIS_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/04_topicos/etapa_08_analisar_macrotemas.py

@@ -0,0 +1,75 @@
+from __future__ import annotations
+
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import matplotlib.pyplot as plt
+import numpy as np
+import pandas as pd
+
+from pipeline_00_config import (
+    MACROTHEME_TEMPORAL_PDF,
+    MACROTHEME_TEMPORAL_PNG,
+    MACROTHEMES,
+    STUDY_END,
+    STUDY_START,
+    TOPICS_TO_REMOVE,
+    TOPIC_ALIGNED_COMMENTS_CSV,
+    ensure_directories,
+    parse_utc_datetime,
+    read_csv_with_fallback,
+)
+
+
+def map_macrotheme(topic_id: int) -> str | None:
+    for macrotheme, topic_ids in MACROTHEMES.items():
+        if topic_id in topic_ids:
+            return macrotheme
+    return None
+
+
+def main() -> None:
+    ensure_directories()
+
+    aligned = read_csv_with_fallback(TOPIC_ALIGNED_COMMENTS_CSV, low_memory=False)
+    aligned["topic_id"] = pd.to_numeric(aligned["topic_id"], errors="coerce")
+    aligned["published_at"] = parse_utc_datetime(aligned["published_at"])
+    aligned = aligned.dropna(subset=["topic_id", "published_at"]).copy()
+    aligned["topic_id"] = aligned["topic_id"].astype(int)
+
+    excluded_topics = set(TOPICS_TO_REMOVE + [-1])
+    aligned = aligned.loc[~aligned["topic_id"].isin(excluded_topics)].copy()
+    aligned["macrotheme"] = aligned["topic_id"].apply(map_macrotheme)
+    aligned = aligned.dropna(subset=["macrotheme"]).copy()
+    aligned["mes_ano"] = aligned["published_at"].dt.to_period("M")
+
+    counts = aligned.groupby(["mes_ano", "macrotheme"]).size().reset_index(name="count")
+    pivot = counts.pivot_table(index="mes_ano", columns="macrotheme", values="count", fill_value=0)
+    full_range = pd.period_range(start=STUDY_START, end=STUDY_END, freq="M")
+    pivot = pivot.reindex(full_range, fill_value=0)
+    proportions = pivot.div(pivot.sum(axis=1).replace(0, 1), axis=0)
+
+    plt.figure(figsize=(12, 6))
+    for macrotheme in proportions.columns:
+        plt.plot(proportions.index.astype(str), proportions[macrotheme], label=macrotheme)
+
+    tick_positions = np.arange(0, len(proportions.index), 6)
+    plt.xticks(tick_positions, proportions.index.astype(str)[tick_positions], rotation=45, ha="right")
+    plt.title("Evolucao temporal dos macrotemas")
+    plt.xlabel("Mes")
+    plt.ylabel("Proporcao de comentarios")
+    plt.legend(ncol=2, frameon=False)
+    plt.tight_layout()
+    plt.savefig(MACROTHEME_TEMPORAL_PNG, dpi=300)
+    plt.savefig(MACROTHEME_TEMPORAL_PDF)
+    plt.close()
+
+    print(f"Grafico salvo em: {MACROTHEME_TEMPORAL_PNG}")
+
+
+if __name__ == "__main__":
+    main()

files/05_caracterizacao_corpus/03_relatorio_caracterizacao_corpus.txt

@@ -0,0 +1,43 @@
+Relatorio de caracterizacao do corpus
+========================================================================
+Periodo de estudo: 2018-01-01 a 2025-09-30
+Videos no corpus final em ingles: 16019
+Comentarios no corpus final em ingles: 265301
+Comentarios no corpus analitico do periodo: 260791
+Comentarios fora do periodo analitico: 4510
+Canais no corpus: 4852
+Visualizacoes somadas dos videos: 196604871
+Curtidas somadas dos comentarios no periodo: 334556
+Usuarios unicos nos comentarios do periodo: 118744
+
+Top 30 plataformas em titulo e descricao dos videos
+ 1. Power Apps: 2166
+ 2. FileMaker: 1809
+ 3. Flutterflow: 1537
+ 4. Bubble.io: 1452
+ 5. AppSheet: 962
+ 6. n8n: 741
+ 7. Dynamics 365 Business Central: 711
+ 8. Boomi: 686
+ 9. Retool: 644
+10. OutSystems: 554
+11. Zoho Creator: 474
+12. Microsoft Power Platform: 403
+13. App Engine: 399
+14. WaveMaker: 340
+15. SAP Build: 286
+16. Salesforce Platform: 284
+17. YiDA: 232
+18. appsmith: 223
+19. Axpert: 195
+20. Reasy: 179
+21. Simplifier: 145
+22. Aapli: 145
+23. Caspio: 141
+24. Quickbase: 136
+25. sterlo: 135
+26. Baserow: 133
+27. Canonic: 120
+28. VisionX: 116
+29. Kissflow: 108
+30. OnBase: 99

files/05_caracterizacao_corpus/etapa_09_caracterizar_corpus.py

@@ -0,0 +1,180 @@
+from __future__ import annotations
+
+import math
+import sys
+from pathlib import Path
+
+ROOT_DIR = Path(__file__).resolve().parents[1]
+if str(ROOT_DIR) not in sys.path:
+    sys.path.insert(0, str(ROOT_DIR))
+
+import matplotlib.pyplot as plt
+import pandas as pd
+import seaborn as sns
+
+from pipeline_00_config import (
+    CHARACTERIZATION_METRICS_PDF,
+    CHARACTERIZATION_PLATFORM_HEATMAP_PDF,
+    CHARACTERIZATION_REPORT_TXT,
+    ENGLISH_COMMENTS_CSV,
+    ENGLISH_COMMENTS_PERIOD_CSV,
+    ENGLISH_VIDEOS_CSV,
+    LANGUAGE_FILTER_COLUMNS,
+    PLATFORM_PATTERNS,
+    STUDY_END,
+    STUDY_START,
+    ensure_directories,
+    load_language_comment_file,
+    parse_utc_datetime,
+    read_csv_with_fallback,
+)
+
+
+def zscore_by_column(frame: pd.DataFrame) -> pd.DataFrame:
+    centered = frame.sub(frame.mean(axis=0), axis=1)
+    column_std = frame.std(axis=0).replace(0, 1)
+    return centered.div(column_std, axis=1)
+
+
+def style_axes(axis) -> None:
+    axis.grid(axis="y", linestyle="--", alpha=0.6)
+    axis.grid(axis="x", alpha=0)
+
+
+def main() -> None:
+    ensure_directories()
+    sns.set_theme(style="whitegrid")
+
+    comments_full, repaired_full = load_language_comment_file(ENGLISH_COMMENTS_CSV, LANGUAGE_FILTER_COLUMNS)
+    comments_period, repaired_period = load_language_comment_file(ENGLISH_COMMENTS_PERIOD_CSV, LANGUAGE_FILTER_COLUMNS)
+    if repaired_full:
+        comments_full.to_csv(ENGLISH_COMMENTS_CSV, index=False)
+    if repaired_period:
+        comments_period.to_csv(ENGLISH_COMMENTS_PERIOD_CSV, index=False)
+
+    videos = read_csv_with_fallback(ENGLISH_VIDEOS_CSV, low_memory=False)
+
+    videos["published_at"] = parse_utc_datetime(videos["published_at"])
+    comments_period["published_at"] = parse_utc_datetime(comments_period["published_at"])
+
+    videos = videos.dropna(subset=["published_at"]).copy()
+    comments_period = comments_period.dropna(subset=["published_at"]).copy()
+
+    videos["view_count"] = pd.to_numeric(videos["view_count"], errors="coerce").fillna(0)
+    comments_period["like_count"] = pd.to_numeric(comments_period["like_count"], errors="coerce").fillna(0)
+
+    videos["month_year"] = videos["published_at"].dt.to_period("M")
+    comments_period["month_year"] = comments_period["published_at"].dt.to_period("M")
+
+    full_month_range = pd.period_range(start=STUDY_START, end=STUDY_END, freq="M")
+
+    video_monthly = videos.groupby("month_year").agg(
+        videos=("video_id", "nunique"),
+        canais=("channel_id", "nunique"),
+        visualizacoes=("view_count", "sum"),
+    ).reindex(full_month_range, fill_value=0)
+
+    comment_monthly = comments_period.groupby("month_year").agg(
+        comentarios=("comment_id", "count"),
+        likes=("like_count", "sum"),
+        usuarios_unicos=("author_channel_id", "nunique"),
+    ).reindex(full_month_range, fill_value=0)
+
+    monthly = pd.concat([video_monthly, comment_monthly], axis=1).fillna(0)
+    monthly["timestamp"] = monthly.index.to_timestamp()
+
+    metrics = [
+        ("videos", "Videos"),
+        ("canais", "Canais"),
+        ("comentarios", "Comentarios"),
+        ("visualizacoes", "Visualizacoes"),
+        ("likes", "Curtidas"),
+        ("usuarios_unicos", "Usuarios unicos"),
+    ]
+
+    fig, axes = plt.subplots(nrows=2, ncols=3, figsize=(9, 5.5))
+    axes = axes.flatten()
+    letters = ["(a)", "(b)", "(c)", "(d)", "(e)", "(f)"]
+
+    for index, (metric, title) in enumerate(metrics):
+        axis = axes[index]
+        max_value = float(monthly[metric].max())
+        exponent = 0 if max_value < 1000 else int(math.floor(math.log10(max_value) / 3) * 3)
+        scale = 1 if exponent == 0 else 10**exponent
+        axis.plot(monthly["timestamp"], monthly[metric] / scale, color="black", linewidth=1.0)
+        ylabel = title if exponent == 0 else f"{title} (x10^{exponent})"
+        axis.set_ylabel(ylabel)
+        axis.set_xlabel("Ano" if index >= 3 else "")
+        axis.text(-0.18, 1.05, letters[index], transform=axis.transAxes, fontsize=9, fontweight="bold")
+        style_axes(axis)
+
+    plt.tight_layout()
+    fig.savefig(CHARACTERIZATION_METRICS_PDF, bbox_inches="tight")
+    plt.close(fig)
+
+    videos["texto_busca"] = videos["title"].fillna("") + " " + videos["description"].fillna("")
+    platform_counts = {}
+    for term, pattern in PLATFORM_PATTERNS.items():
+        count = int(videos["texto_busca"].str.contains(pattern, na=False).sum())
+        if count > 0:
+            platform_counts[term] = count
+
+    top_platforms = sorted(platform_counts, key=platform_counts.get, reverse=True)[:30]
+    quarter_range = pd.period_range(start=STUDY_START, end=STUDY_END, freq="Q")
+    quarter_matrix = pd.DataFrame(0, index=quarter_range, columns=top_platforms)
+    videos["quarter"] = videos["published_at"].dt.to_period("Q")
+
+    for term in top_platforms:
+        pattern = PLATFORM_PATTERNS[term]
+        mentions = videos.loc[videos["texto_busca"].str.contains(pattern, na=False)].groupby("quarter").size()
+        for quarter, count in mentions.items():
+            if quarter in quarter_matrix.index:
+                quarter_matrix.loc[quarter, term] = int(count)
+
+    quarter_heatmap = zscore_by_column(quarter_matrix)
+    xtick_labels = [str(period.year) if period.quarter == 1 else "" for period in quarter_heatmap.index]
+
+    plt.figure(figsize=(9, 6))
+    sns.heatmap(
+        quarter_heatmap.T,
+        cmap="vlag",
+        center=0,
+        vmin=-2,
+        vmax=2,
+        cbar_kws={"label": "Z-score"},
+        xticklabels=xtick_labels,
+        yticklabels=True,
+    )
+    plt.xlabel("Ano")
+    plt.ylabel("Plataformas")
+    plt.tight_layout()
+    plt.savefig(CHARACTERIZATION_PLATFORM_HEATMAP_PDF, bbox_inches="tight")
+    plt.close()
+
+    comments_outside_period = len(comments_full) - len(comments_period)
+    report_lines = [
+        "Relatorio de caracterizacao do corpus",
+        "=" * 72,
+        f"Periodo de estudo: {STUDY_START.date()} a {STUDY_END.date()}",
+        f"Videos no corpus final em ingles: {videos['video_id'].nunique()}",
+        f"Comentarios no corpus final em ingles: {len(comments_full)}",
+        f"Comentarios no corpus analitico do periodo: {len(comments_period)}",
+        f"Comentarios fora do periodo analitico: {comments_outside_period}",
+        f"Canais no corpus: {videos['channel_id'].nunique()}",
+        f"Visualizacoes somadas dos videos: {int(videos['view_count'].sum())}",
+        f"Curtidas somadas dos comentarios no periodo: {int(comments_period['like_count'].sum())}",
+        f"Usuarios unicos nos comentarios do periodo: {comments_period['author_channel_id'].nunique()}",
+        "",
+        "Top 30 plataformas em titulo e descricao dos videos",
+    ]
+    for position, platform in enumerate(top_platforms, start=1):
+        report_lines.append(f"{position:>2}. {platform}: {platform_counts[platform]}")
+
+    CHARACTERIZATION_REPORT_TXT.write_text("\n".join(report_lines) + "\n", encoding="utf-8")
+
+    print(f"Figura de metricas salva em: {CHARACTERIZATION_METRICS_PDF}")
+    print(f"Relatorio salvo em: {CHARACTERIZATION_REPORT_TXT}")
+
+
+if __name__ == "__main__":
+    main()

files/logdaexecucao.txt

@@ -0,0 +1,49 @@
+
+=== Executando etapa 01: etapa_01_filtrar_tematica.py ===
+Carregando videos brutos...
+Carregando comentarios brutos...
+Videos finais: 29669
+Comentarios finais: 612760
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\02_filtragem_tematica\03_relatorio_filtragem_tematica.txt
+
+=== Executando etapa 02: etapa_02_detectar_idioma.py ===
+Processando 612760 comentarios...
+fastText: 100%|████████████████████████████████████████████████████████████████████████| 612760/612760 [00:14<00:00, 43405.82it/s]
+langdetect: 100%|████████████████████████████████████████████████████████████████████████| 612760/612760 [35:02<00:00, 291.47it/s]
+langid: 100%|████████████████████████████████████████████████████████████████████████████| 612760/612760 [14:30<00:00, 703.52it/s]
+Arquivo salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\03_idioma\02_comentarios_comparacao_idioma.csv
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\03_idioma\03_relatorio_comparacao_idioma.txt
+
+=== Executando etapa 03: etapa_03_analisar_limiar.py ===
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\03_idioma\04_relatorio_sensibilidade_limiar.txt
+Grafico salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\03_idioma\05_grafico_sensibilidade_limiar.png
+
+=== Executando etapa 04: etapa_04_filtrar_corpus_ingles.py ===
+Videos finais: 16019
+Comentarios finais: 265301
+Comentarios no periodo: 260791
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\03_idioma\09_relatorio_filtragem_idioma.txt
+
+=== Executando etapa 05: etapa_05_preparar_base_topicos.py ===
+Comentarios no periodo: 260791
+Base preparada para topicos: 227811
+Arquivo salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\04_topicos\01_comentarios_base_topicos.csv
+
+=== Executando etapa 06: etapa_06_alinhar_topicos_legado.py ===
+Base de topicos: 227811
+Alinhados com topicos: 227703
+Sem correspondencia: 108
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\04_topicos\04_relatorio_cobertura_topicos.txt
+
+=== Executando etapa 07: etapa_07_analisar_topicos.py ===
+Comentarios analisados: 180589
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\04_topicos\05_resultados_topicos\01_relatorio_analise_topicos.txt
+
+=== Executando etapa 08: etapa_08_analisar_macrotemas.py ===
+Grafico salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\04_topicos\05_resultados_topicos\05_figura_evolucao_macrotemas.png
+
+=== Executando etapa 09: etapa_09_caracterizar_corpus.py ===
+Figura de metricas salva em: D:\mestrado-temporario\DadosWelysonColetaNova\files\05_caracterizacao_corpus\01_figura_metricas_corpus.pdf
+Relatorio salvo em: D:\mestrado-temporario\DadosWelysonColetaNova\files\05_caracterizacao_corpus\03_relatorio_caracterizacao_corpus.txt
+
+Pipeline concluido com sucesso.