text2emotion.ipynb

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      "cell_type": "markdown",
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        "colab_type": "text"
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        "<a href=\"https://colab.research.google.com/github/p-ai-org/p-colleges/blob/main/text2emotion.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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      "source": [
        "# packages\n",
        "#solution to unicode problem - got most recent library directly from the github repos\n",
        "!pip install emoji\n",
        "!wget https://raw.githubusercontent.com/aman2656/text2emotion-library/master/Text2Emotion/__init__.py\n",
        "\n",
        "import __init__ as te"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"I was asked to sign a third party contract a week out from stay. If it wasn't an 8 person group that took a lot of wrangling I would have cancelled the booking straight away. Bathrooms - there are no stand alone bathrooms. Please consider this - you have to clear out the main bedroom to use that bathroom. Other option is you walk through a different bedroom to get to its en-suite. Signs all over the apartment - there are signs everywhere - some helpful - some telling you rules. Perhaps some people like this but It negatively affected our enjoyment of the accommodation. Stairs - lots of them - some had slightly bending wood which caused a minor injury.\"\n",
        "\n",
        "te.get_emotion(text)"
      ],
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        "outputId": "21f0e4cd-006d-4d6d-fe7d-993ed826410e"
      },
      "execution_count": 74,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'Happy': 0.06, 'Angry': 0.11, 'Surprise': 0.06, 'Sad': 0.33, 'Fear': 0.44}"
            ]
          },
          "metadata": {},
          "execution_count": 74
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"you got this man 😆😂\"\n",
        "te.get_emotion(text)\n"
      ],
      "metadata": {
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        },
        "id": "uMJ28YniUOT7",
        "outputId": "1ffd4ee2-bd04-498c-896d-2b2e142cb4c1"
      },
      "execution_count": 75,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'Happy': 1.0, 'Angry': 0.0, 'Surprise': 0.0, 'Sad': 0.0, 'Fear': 0.0}"
            ]
          },
          "metadata": {},
          "execution_count": 75
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"I am extremely interested in software.\"\n",
        "te.get_emotion(text)"
      ],
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        "id": "XsZg0e7tWnWr",
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      "execution_count": 76,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'Happy': 1.0, 'Angry': 0.0, 'Surprise': 0.0, 'Sad': 0.0, 'Fear': 0.0}"
            ]
          },
          "metadata": {},
          "execution_count": 76
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"The times are difficult! Our sales have been disappointing for the past three quarters for our data analytics product suite. We have a competitive data analytics product suite in the industry. However, we are not doing a good job at selling it, and this is really frustrating.\"\n",
        "te.get_emotion(text)"
      ],
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      "execution_count": 77,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'Happy': 0.0, 'Angry': 0.25, 'Surprise': 0.0, 'Sad': 0.5, 'Fear': 0.25}"
            ]
          },
          "metadata": {},
          "execution_count": 77
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"That night was so horrible.\"\n",
        "te.get_emotion(text)"
      ],
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          "data": {
            "text/plain": [
              "{'Happy': 0.5, 'Angry': 0.0, 'Surprise': 0.0, 'Sad': 0.0, 'Fear': 0.5}"
            ]
          },
          "metadata": {},
          "execution_count": 78
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"I just love this surprise.\"\n",
        "te.get_emotion(text)"
      ],
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        },
        "id": "L8LLOtnujXhk",
        "outputId": "ad08692c-1d8f-4742-8d2c-f4a6330af61c"
      },
      "execution_count": 79,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "{'Happy': 0.5, 'Angry': 0.0, 'Surprise': 0.5, 'Sad': 0.0, 'Fear': 0.0}"
            ]
          },
          "metadata": {},
          "execution_count": 79
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "text = \"I can't understand what to do now.\"\n",
        "te.get_emotion(text)"
      ],
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            "text/plain": [
              "{'Happy': 0.0, 'Angry': 0.0, 'Surprise': 0.0, 'Sad': 1.0, 'Fear': 0.0}"
            ]
          },
          "metadata": {},
          "execution_count": 80
        }
      ]
    }
  ]
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