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      "cell_type": "code",
      "source": [
        "# install transformers library (uncomment the line below if needed)\n",
        "\n",
        "#!pip install datasets transformers[sentencepiece]"
      ],
      "metadata": {
        "id": "e4E2wBPo-TLB"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# connect to google drive\n",
        "\n",
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "id": "r4K3LPGoOmHe"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# load the csv to translate\n",
        "\n",
        "import pandas as pd \n",
        "df = pd.read_csv(\"/content/drive/MyDrive/news_es.csv\")\n",
        "df\n",
        "display(df)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "VmYQzkxUxM0X",
        "outputId": "ba3e67d0-e520-4583-953c-7eceaf5cab84"
      },
      "execution_count": 3,
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              "   Unnamed: 0                                            summary country  \\\n",
              "0           1  Por Eileen Soreng – Los precios del oro subían...      FR   \n",
              "1          11  Por Swati Verma – El precio del oro caía por s...      FR   \n",
              "2          15  Históricamente, el oro ha sido uno de los acti...      ES   \n",
              "3          17  © Reuters. Imagen de archivo de lingotes de or...      ES   \n",
              "4          18  Por Eileen Soreng – Los precios del oro caían ...      FR   \n",
              "5          21  © Reuters. Imagen de archivo de lingotes de or...      ES   \n",
              "6          23  El precio del oro ha subido casi un 50% desde ...      ES   \n",
              "7          28  © Reuters. Imagen de archivo de una máquina gr...      ES   \n",
              "8          39  © Reuters. Imagen de archivo de lingotes de or...      ES   \n",
              "9          42  © Reuters. Imagen de archivo de una vendedora ...      ES   \n",
              "\n",
              "                    author                                               link  \\\n",
              "0                      NaN  https://es.euronews.com/next/2022/05/27/mercad...   \n",
              "1                      NaN  https://es.euronews.com/next/2022/05/26/mercad...   \n",
              "2  Por Ian Muñoz Pederzoli  https://www.iprofesional.com/finanzas/363150-c...   \n",
              "3                      NaN  https://es.investing.com/news/commodities-news...   \n",
              "4                      NaN  https://es.euronews.com/next/2022/05/25/mercad...   \n",
              "5                      NaN  https://es.investing.com/news/economy/el-oro-v...   \n",
              "6           Albert Sanchis  https://magnet.xataka.com/un-mundo-fascinante/...   \n",
              "7                      NaN  https://es.investing.com/news/economy/el-oro-s...   \n",
              "8                      NaN  https://es.investing.com/news/economy/oro-sube...   \n",
              "9                      NaN  https://es.investing.com/news/stock-market-new...   \n",
              "\n",
              "  language                                              media  \\\n",
              "0       es  https://static.euronews.com/articles/wires/839...   \n",
              "1       es  https://static.euronews.com/articles/wires/850...   \n",
              "2       es  https://assets.iprofesional.com/cdn-cgi/image/...   \n",
              "3       es  https://i-invdn-com.investing.com/news/LYNXMPE...   \n",
              "4       es  https://static.euronews.com/articles/wires/850...   \n",
              "5       es  https://i-invdn-com.investing.com/news/LYNXMPE...   \n",
              "6       es  https://i.blogs.es/cd757a/worlds-largest-gold-...   \n",
              "7       es  https://i-invdn-com.investing.com/news/LYNXMPE...   \n",
              "8       es  https://i-invdn-com.investing.com/news/LYNXMPE...   \n",
              "9       es  https://i-invdn-com.investing.com/news/LYNXMPE...   \n",
              "\n",
              "                                               title  \\\n",
              "0  El oro va camino a segunda ganancia semanal po...   \n",
              "1  Oro cae después de que minutas de la Fed confi...   \n",
              "2  ¿Cuánto cuesta el gramo de oro en Argentina 2022?   \n",
              "3      Precios del oro suben por retroceso del dólar   \n",
              "4  Precios del oro caen por fortaleza del dólar; ...   \n",
              "5  Oro marca segunda ganancia semanal por descens...   \n",
              "6  Las diez minas de oro más importantes del mund...   \n",
              "7  El oro se encamina a pérdida mensual, rendimie...   \n",
              "8  Oro sube a máximo en dos semanas, impulsado po...   \n",
              "9  El oro cae después de que minutas de la Fed co...   \n",
              "\n",
              "                                       media_content         clean_url  \\\n",
              "0  ['https://static.euronews.com/website/images/v...      euronews.com   \n",
              "1  ['https://static.euronews.com/website/images/v...      euronews.com   \n",
              "2  ['data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaH...  iprofesional.com   \n",
              "3  ['https://d4-invdn-com.investing.com/comments_...     investing.com   \n",
              "4  ['https://es.euronews.com/images/vector/fallba...      euronews.com   \n",
              "5  ['https://i-invdn-com.investing.com/news/LYNXM...     investing.com   \n",
              "6  ['https://i.blogs.es/cd757a/worlds-largest-gol...        xataka.com   \n",
              "7  ['https://i-invdn-com.investing.com/images/adf...     investing.com   \n",
              "8  ['https://i-invdn-com.investing.com/footer/img...     investing.com   \n",
              "9  ['https://googleads.g.doubleclick.net/pagead/v...     investing.com   \n",
              "\n",
              "             rights   rank      topic       published_date  \\\n",
              "0      euronews.com    692   business  2022-05-27 13:35:08   \n",
              "1      euronews.com    692   business  2022-05-26 13:35:21   \n",
              "2  iprofesional.com  36408    finance  2022-05-28 14:30:00   \n",
              "3     investing.com   1372   business  2022-05-30 11:38:00   \n",
              "4      euronews.com    692   business  2022-05-25 13:40:06   \n",
              "5     investing.com   1372   business  2022-05-27 11:34:00   \n",
              "6        xataka.com   6418   business  2022-05-28 10:00:10   \n",
              "7     investing.com   1372   business  2022-05-31 11:44:00   \n",
              "8     investing.com   1372  economics  2022-05-24 19:18:00   \n",
              "9     investing.com   1372   business  2022-05-26 11:31:00   \n",
              "\n",
              "                                _id     _score  \n",
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              "2  dd9910f0a5f04d30567a2766147f1c0e  24.419950  \n",
              "3  dc4dce020d6390299161bf4b05491356  23.891714  \n",
              "4  d88394dd693f21482b9200f6219b97ad  23.862110  \n",
              "5  9e37b30b3a07a8d4a8daf8f326476499  23.073330  \n",
              "6  8caecebd08ee5f5b3d9b3d130ac10660  22.995562  \n",
              "7  1bf08cf20d938a182a238bf2052e41d4  22.301622  \n",
              "8  ca00fedbcf8de8e0c9bf0aa8477e35d3  20.943253  \n",
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              "      <td>1</td>\n",
              "      <td>Por Eileen Soreng – Los precios del oro subían...</td>\n",
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              "      <td>NaN</td>\n",
              "      <td>https://es.euronews.com/next/2022/05/27/mercad...</td>\n",
              "      <td>es</td>\n",
              "      <td>https://static.euronews.com/articles/wires/839...</td>\n",
              "      <td>El oro va camino a segunda ganancia semanal po...</td>\n",
              "      <td>['https://static.euronews.com/website/images/v...</td>\n",
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              "      <td>Por Swati Verma – El precio del oro caía por s...</td>\n",
              "      <td>FR</td>\n",
              "      <td>NaN</td>\n",
              "      <td>https://es.euronews.com/next/2022/05/26/mercad...</td>\n",
              "      <td>es</td>\n",
              "      <td>https://static.euronews.com/articles/wires/850...</td>\n",
              "      <td>Oro cae después de que minutas de la Fed confi...</td>\n",
              "      <td>['https://static.euronews.com/website/images/v...</td>\n",
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              "      <td>Históricamente, el oro ha sido uno de los acti...</td>\n",
              "      <td>ES</td>\n",
              "      <td>Por Ian Muñoz Pederzoli</td>\n",
              "      <td>https://www.iprofesional.com/finanzas/363150-c...</td>\n",
              "      <td>es</td>\n",
              "      <td>https://assets.iprofesional.com/cdn-cgi/image/...</td>\n",
              "      <td>¿Cuánto cuesta el gramo de oro en Argentina 2022?</td>\n",
              "      <td>['data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaH...</td>\n",
              "      <td>iprofesional.com</td>\n",
              "      <td>iprofesional.com</td>\n",
              "      <td>36408</td>\n",
              "      <td>finance</td>\n",
              "      <td>2022-05-28 14:30:00</td>\n",
              "      <td>dd9910f0a5f04d30567a2766147f1c0e</td>\n",
              "      <td>24.419950</td>\n",
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              "      <th>3</th>\n",
              "      <td>17</td>\n",
              "      <td>© Reuters. Imagen de archivo de lingotes de or...</td>\n",
              "      <td>ES</td>\n",
              "      <td>NaN</td>\n",
              "      <td>https://es.investing.com/news/commodities-news...</td>\n",
              "      <td>es</td>\n",
              "      <td>https://i-invdn-com.investing.com/news/LYNXMPE...</td>\n",
              "      <td>Precios del oro suben por retroceso del dólar</td>\n",
              "      <td>['https://d4-invdn-com.investing.com/comments_...</td>\n",
              "      <td>investing.com</td>\n",
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              "      <th>4</th>\n",
              "      <td>18</td>\n",
              "      <td>Por Eileen Soreng – Los precios del oro caían ...</td>\n",
              "      <td>FR</td>\n",
              "      <td>NaN</td>\n",
              "      <td>https://es.euronews.com/next/2022/05/25/mercad...</td>\n",
              "      <td>es</td>\n",
              "      <td>https://static.euronews.com/articles/wires/850...</td>\n",
              "      <td>Precios del oro caen por fortaleza del dólar; ...</td>\n",
              "      <td>['https://es.euronews.com/images/vector/fallba...</td>\n",
              "      <td>euronews.com</td>\n",
              "      <td>euronews.com</td>\n",
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              "      <td>https://es.investing.com/news/economy/el-oro-v...</td>\n",
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              "      <td>Oro marca segunda ganancia semanal por descens...</td>\n",
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          "output_type": "stream",
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          "text": [
            "/usr/local/lib/python3.7/dist-packages/transformers/models/marian/tokenization_marian.py:196: UserWarning: Recommended: pip install sacremoses.\n",
            "  warnings.warn(\"Recommended: pip install sacremoses.\")\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[{'translation_text': \"I want to buy gold, but I don't have any money.\"}]"
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ],
      "source": [
        "# import pipeline\n",
        "from transformers import pipeline\n",
        "\n",
        "# choose the language\n",
        "lang = \"es\"\n",
        "\n",
        "# create translator object \n",
        "translator = pipeline(\"translation\", model=f\"Helsinki-NLP/opus-mt-{lang}-en\")\n",
        "\n",
        "# test the model\n",
        "translator(\"Quiero comprar oro, pero no tengo dinero.\")"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# extract the summary column and loop through it creating the translations - save them as a list\n",
        "\n",
        "summary_df = df[\"summary\"]\n",
        "\n",
        "i = 0\n",
        "translated = []\n",
        "\n",
        "for text in summary_df:\n",
        "  print(20*\"-\")\n",
        "  print(i)\n",
        "  tr = translator(text)\n",
        "  print(tr)\n",
        "  translated.append(tr)\n",
        "  i += 1\n",
        "  "
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "iZ-FAqoWMJDz",
        "outputId": "91dfc81b-6ce7-4e5b-d799-9db854397b40"
      },
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--------------------\n",
            "0\n",
            "[{'translation_text': 'By Eileen Soreng – Gold prices were rising on Friday and were on their way to a second consecutive weekly gain due to the weakness of the dollar, after expectations of more aggressive interest rate increases by the United States Federal Reserve were reduced.* Cash gold was 0.5% to $1,858.76 an ounce at 1003 GMT. United States gold futures were also advancing 0.5% to $1,856.40 an ounce.* The dollar index, measuring the green banknote with a basket of six even coins, was heading for a second consecutive week of decline, after having reached a minimum session earlier.'}]\n",
            "--------------------\n",
            "1\n",
            "[{'translation_text': 'By Swati Verma – The price of gold fell for the second consecutive session on Thursday, pressed after the minutes of the last monetary policy meeting of the United States Federal Reserve showed that its authorities supported further increases in interest rates in June and July.* Gold, being an interest-free asset, could be affected by its demand for higher rates.* At 1003 GMT, spot gold fell 0.4%, at $1,846 per ounce, and gold futures in the United States fell 0.1%, at 1.'}]\n",
            "--------------------\n",
            "2\n",
            "[{'translation_text': 'Historically, gold has been one of the most valuable assets for mankind, either for its applications or for jewelry and many other industries. But how much does a gram of gold cost? Is it convenient to invest in this metal? Great confidence in gold goes back hundreds of years as the time of the Pharaohs in Ancient Egypt. This has generated that throughout history and with the incursion of fiduciary money, many people wonder how much the gram of gold costs.'}]\n",
            "--------------------\n",
            "3\n",
            "[{'translation_text': '© Reuters. Image from archive of gold ingots at the Czech National Bank in Prague. 16 April 2013. REUTERS/Petr Josek By Eileen Soreng (Reuters) -The price of the rose on Monday due to the fall of the dollar, while investors reduced their expectations of a further tightening of monetary policy in the United States. * At 1840 GMT, the cash gold operated with an increase of 0.1%, to 1,854.49 dollars an ounce, and the futures of gold in the United States improved by 0.04%, to 1,858 dollars.'}]\n",
            "--------------------\n",
            "4\n",
            "[{'translation_text': \"By Eileen Soreng – Gold prices were falling on Wednesday, pressed by the dollar's firmness, while investors are watching the minutes of the May meeting of the United States Federal Reserve, which will be published later, in search of clues on the path of tightening their monetary policy.* At 1007 GMT, spot gold fell by 0.6%, at $1,855.30 per ounce, and was heading to break a five-day streak of profits. Gold futures in the United States lost 0.6% to 1.\"}]\n",
            "--------------------\n",
            "5\n",
            "[{'translation_text': '© Reuters. Image from archive of gold ingots at the Czech National Bank in Prague. 16 April 2013. REUTERS/Petr Josek By Eileen Soreng (Reuters) -The prices of the rose on Friday and marked their second consecutive weekly gain thanks to the weakness of the dollar and the return of the Treasury bonds, after the expectations of more aggressive interest rate increases by the United States Federal Reserve were reduced. * Cash gold increased 0.1% to 1,852.50 dollars an ounce at 1637 GMT, accumulating an increase of 0.4% a week.'}]\n",
            "--------------------\n",
            "6\n",
            "[{'translation_text': 'The price of gold has risen by almost 50% since 2016, and it is around the historic maximum of 1,730 euros an ounce. That is good news for miners, who achieved record profit margins in 2020. For every ounce of gold produced that year, gold miners pocketed an average of 800€, much higher than the previous maximum of 650€ in 2011. Now, with inflation rates reaching peaks in several countries, gold mining could be a sector to take into account, especially given its status as a traditional coverage against inflation.'}]\n",
            "--------------------\n",
            "7\n",
            "[{'translation_text': '© Reuters. Archived image of a machine recording information in a gold ingot at the Krastsvetmet non-ferrous metal plant in the Siberian city of Krasnoyarsk, Russia. 10 March 2022. REUTERS/Alexander Manzyuk By Eileen Soreng (Reuters) - Gold prices fell on Tuesday, as the rebound of the dollar and the yield of US Treasury bonds eclipsed the support provided by concerns about rising inflation, leading the bullion to close its second consecutive month with losses.'}]\n",
            "--------------------\n",
            "8\n",
            "[{'translation_text': '© Reuters. Image from archive of gold ingots at the Czech National Bank in Prague. By Ashitha Shivaprasad (Reuters) - The price of Tuesday rose to its highest level in two weeks, since the attraction of metal as a safe haven was favored by the weakness of the dollar and the decline in yields of Treasury bonds, in a context of low appetite for risk in financial markets. * Cash gold rose 0.6% to 1,865.07 dollars per ounce at 1819 GMT, after having reached its peak since May 9 in 1.'}]\n",
            "--------------------\n",
            "9\n",
            "[{'translation_text': '© Reuters. File image of a saleswoman showing her gold products in a jewelry store in Kolkata, India. 3 May 2022. REUTERS/Rupak De Chowdhuri By Ashitha Shivaprasad (Reuters) -The price of gold fell on Thursday because the aggressive monetary tightening plans of the United States Federal Reserve diminished the appeal of the bullion, on a day when stocks also rose. * At 1546 GMT, spot gold dropped 0.4% to $1,845.24 per ounce and future gold in the United States dropped 0.1% to 1.'}]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# extract the title column and loop through it creating the translations - save them as a list\n",
        "title_df = df[\"title\"]\n",
        "\n",
        "i = 0\n",
        "translated_title = []\n",
        "\n",
        "for text in title_df:\n",
        "  print(20*\"-\")\n",
        "  print(i)\n",
        "  tr = translator(text)\n",
        "  print(tr)\n",
        "  translated_title.append(tr)\n",
        "  i += 1"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "IpzoQ5DH-0lO",
        "outputId": "dd6bb5f5-51e5-4525-c982-849c0ef02572"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "--------------------\n",
            "0\n",
            "[{'translation_text': 'Gold is on its way to second weekly profit from the dollar backsliding'}]\n",
            "--------------------\n",
            "1\n",
            "[{'translation_text': 'Gold falls after Fed minutes confirm adjustment path'}]\n",
            "--------------------\n",
            "2\n",
            "[{'translation_text': 'How much does the gram of gold cost in Argentina 2022?'}]\n",
            "--------------------\n",
            "3\n",
            "[{'translation_text': 'Gold prices rise by dollar decline'}]\n",
            "--------------------\n",
            "4\n",
            "[{'translation_text': 'Gold prices fall by dollar strength; market attentive to Fed minutes'}]\n",
            "--------------------\n",
            "5\n",
            "[{'translation_text': 'Gold marks second weekly gain due to dollar decline and returns Treasury bonds'}]\n",
            "--------------------\n",
            "6\n",
            "[{'translation_text': 'The ten most important gold mines in the world, all underground, assembled on a map'}]\n",
            "--------------------\n",
            "7\n",
            "[{'translation_text': 'Gold is headed for monthly loss, bond yields and dollars are strengthened'}]\n",
            "--------------------\n",
            "8\n",
            "[{'translation_text': 'Gold peaks in two weeks, driven by low dollar and bond yields'}]\n",
            "--------------------\n",
            "9\n",
            "[{'translation_text': 'Gold falls after Fed minutes confirm adjustment path'}]\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# extract the translated string from the translated object and save to a new list (both title and summary) \n",
        "\n",
        "transleted_summary_list = []\n",
        "\n",
        "for tr in translated:\n",
        "  #print(20*\"-\")\n",
        "  #print(tr[0][\"translation_text\"])\n",
        "  transleted_summary_list.append(tr[0][\"translation_text\"])\n",
        "\n",
        "transleted_title_list = []\n",
        "\n",
        "for tr in translated_title:\n",
        "  #print(20*\"-\")\n",
        "  #print(tr[0][\"translation_text\"])\n",
        "  transleted_title_list.append(tr[0][\"translation_text\"])  "
      ],
      "metadata": {
        "id": "i_-7OteuRnnI"
      },
      "execution_count": 7,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# reasign the original colums to new ones and asign the translated strings to the original colums\n",
        "\n",
        "df[\"summary_org\"] = df[\"summary\"]\n",
        "df[\"summary\"] = transleted_summary_list\n",
        "df[\"title_org\"] = df[\"title\"]\n",
        "df[\"title\"] = transleted_title_list\n",
        "df"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 1000
        },
        "id": "6t7rUdqIVqS6",
        "outputId": "015a26e3-78fe-448c-bf3a-55278de0ed5f"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "   Unnamed: 0                                            summary country  \\\n",
              "0           1  By Eileen Soreng – Gold prices were rising on ...      FR   \n",
              "1          11  By Swati Verma – The price of gold fell for th...      FR   \n",
              "2          15  Historically, gold has been one of the most va...      ES   \n",
              "3          17  © Reuters. Image from archive of gold ingots a...      ES   \n",
              "4          18  By Eileen Soreng – Gold prices were falling on...      FR   \n",
              "5          21  © Reuters. Image from archive of gold ingots a...      ES   \n",
              "6          23  The price of gold has risen by almost 50% sinc...      ES   \n",
              "7          28  © Reuters. Archived image of a machine recordi...      ES   \n",
              "8          39  © Reuters. Image from archive of gold ingots a...      ES   \n",
              "9          42  © Reuters. File image of a saleswoman showing ...      ES   \n",
              "\n",
              "                    author                                               link  \\\n",
              "0                      NaN  https://es.euronews.com/next/2022/05/27/mercad...   \n",
              "1                      NaN  https://es.euronews.com/next/2022/05/26/mercad...   \n",
              "2  Por Ian Muñoz Pederzoli  https://www.iprofesional.com/finanzas/363150-c...   \n",
              "3                      NaN  https://es.investing.com/news/commodities-news...   \n",
              "4                      NaN  https://es.euronews.com/next/2022/05/25/mercad...   \n",
              "5                      NaN  https://es.investing.com/news/economy/el-oro-v...   \n",
              "6           Albert Sanchis  https://magnet.xataka.com/un-mundo-fascinante/...   \n",
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              "\n",
              "                                _id     _score  \\\n",
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              "\n",
              "                                         summary_org  \\\n",
              "0  Por Eileen Soreng – Los precios del oro subían...   \n",
              "1  Por Swati Verma – El precio del oro caía por s...   \n",
              "2  Históricamente, el oro ha sido uno de los acti...   \n",
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              "5  © Reuters. Imagen de archivo de lingotes de or...   \n",
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              "7  © Reuters. Imagen de archivo de una máquina gr...   \n",
              "8  © Reuters. Imagen de archivo de lingotes de or...   \n",
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              "\n",
              "                                           title_org  \n",
              "0  El oro va camino a segunda ganancia semanal po...  \n",
              "1  Oro cae después de que minutas de la Fed confi...  \n",
              "2  ¿Cuánto cuesta el gramo de oro en Argentina 2022?  \n",
              "3      Precios del oro suben por retroceso del dólar  \n",
              "4  Precios del oro caen por fortaleza del dólar; ...  \n",
              "5  Oro marca segunda ganancia semanal por descens...  \n",
              "6  Las diez minas de oro más importantes del mund...  \n",
              "7  El oro se encamina a pérdida mensual, rendimie...  \n",
              "8  Oro sube a máximo en dos semanas, impulsado po...  \n",
              "9  El oro cae después de que minutas de la Fed co...  "
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              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "      <script>\n",
              "        const buttonEl =\n",
              "          document.querySelector('#df-5dd1a72c-c4e4-44c8-9a9a-afcef5ce7176 button.colab-df-convert');\n",
              "        buttonEl.style.display =\n",
              "          google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "        async function convertToInteractive(key) {\n",
              "          const element = document.querySelector('#df-5dd1a72c-c4e4-44c8-9a9a-afcef5ce7176');\n",
              "          const dataTable =\n",
              "            await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                     [key], {});\n",
              "          if (!dataTable) return;\n",
              "\n",
              "          const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "            '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "            + ' to learn more about interactive tables.';\n",
              "          element.innerHTML = '';\n",
              "          dataTable['output_type'] = 'display_data';\n",
              "          await google.colab.output.renderOutput(dataTable, element);\n",
              "          const docLink = document.createElement('div');\n",
              "          docLink.innerHTML = docLinkHtml;\n",
              "          element.appendChild(docLink);\n",
              "        }\n",
              "      </script>\n",
              "    </div>\n",
              "  </div>\n",
              "  "
            ]
          },
          "metadata": {},
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# save the dataframe to a CSV file\n",
        "\n",
        "df.to_csv(f\"{lang}-translated.csv\") "
      ],
      "metadata": {
        "id": "iZS8M6VgY6ha"
      },
      "execution_count": 10,
      "outputs": []
    }
  ]
}